From c8d8ebe13239fd2d2c133d2efa3b012be314729e Mon Sep 17 00:00:00 2001
From: =?UTF-8?q?Alja=C5=BE=20Mur=20Er=C5=BEen?= <aljaz@edgedb.com>
Date: Mon, 29 Jan 2024 12:32:39 +0100
Subject: [PATCH] build: fork connector-x

---
 .cargo/config                                 |   11 +
 .github/ISSUE_TEMPLATE/bug_report.md          |   48 +
 .github/ISSUE_TEMPLATE/feature_request.md     |   12 +
 .github/ISSUE_TEMPLATE/question.md            |   15 +
 .github/config/db1.json                       |   15 +
 .github/config/db2.json                       |   15 +
 .github/workflows/benchmark.yml               |   77 +
 .github/workflows/ci.yml                      |  259 +
 .github/workflows/docs.yml                    |   53 +
 .github/workflows/import-test.yml             |   61 +
 .github/workflows/release.yml                 |  263 +
 .gitignore                                    |   21 +
 Benchmark.md                                  |  158 +
 CONTRIBUTING.md                               |   81 +
 Cargo.lock                                    | 5659 ++++++++++++++++
 Cargo.toml                                    |   12 +
 Justfile                                      |  130 +
 LICENSE                                       |   21 +
 README.md                                     |  155 +
 assets/Technical_Report__ConnectorX.pdf       |  Bin 0 -> 1668905 bytes
 assets/cache_overview.jpg                     |  Bin 0 -> 45049 bytes
 assets/cache_workflow.jpeg                    |  Bin 0 -> 66501 bytes
 assets/cx_cache.jpeg                          |  Bin 0 -> 318965 bytes
 assets/destinations.gif                       |  Bin 0 -> 82632 bytes
 assets/mssql-mem.png                          |  Bin 0 -> 15893 bytes
 assets/mssql-time.png                         |  Bin 0 -> 14427 bytes
 assets/mysql-mem.png                          |  Bin 0 -> 16454 bytes
 assets/mysql-time.png                         |  Bin 0 -> 15967 bytes
 assets/oracle-mem.png                         |  Bin 0 -> 15559 bytes
 assets/oracle-time.png                        |  Bin 0 -> 14767 bytes
 assets/pg-mem.png                             |  Bin 0 -> 16477 bytes
 assets/pg-time.png                            |  Bin 0 -> 16114 bytes
 assets/sources.gif                            |  Bin 0 -> 88690 bytes
 assets/sqlite-mem.png                         |  Bin 0 -> 15803 bytes
 assets/sqlite-time.png                        |  Bin 0 -> 15594 bytes
 benchmarks/ddos-cx.py                         |   51 +
 benchmarks/ddos-dask.py                       |   59 +
 benchmarks/ddos-modin.py                      |   57 +
 benchmarks/ddos-pandas-chunk.py               |   57 +
 benchmarks/ddos-pandas.py                     |   57 +
 benchmarks/ddos-turbodbc.py                   |   63 +
 benchmarks/tpch-cx-aw.py                      |   53 +
 benchmarks/tpch-cx.py                         |   65 +
 benchmarks/tpch-dask.py                       |   67 +
 benchmarks/tpch-fed.py                        |   69 +
 benchmarks/tpch-modin-exp.py                  |   46 +
 benchmarks/tpch-modin.py                      |   66 +
 benchmarks/tpch-pandahouse.py                 |   37 +
 benchmarks/tpch-pandas-chunk.py               |   63 +
 benchmarks/tpch-pandas.py                     |   67 +
 benchmarks/tpch-presto.py                     |   79 +
 benchmarks/tpch-pyarrow-p.py                  |   94 +
 benchmarks/tpch-pyarrow.py                    |   46 +
 benchmarks/tpch-queries-cx.py                 |   71 +
 benchmarks/tpch-queries-pd.py                 |   43 +
 benchmarks/tpch-rust-arrow.py                 |  155 +
 benchmarks/tpch-turbodbc.py                   |   62 +
 connectorx-cpp/Cargo.toml                     |   37 +
 connectorx-cpp/src/lib.rs                     |  365 +
 connectorx-cpp/src/plan.rs                    |   22 +
 connectorx-python/.cargo/config               |   11 +
 connectorx-python/Cargo.lock                  | 5977 +++++++++++++++++
 connectorx-python/Cargo.toml                  |   79 +
 connectorx-python/LICENSE                     |    1 +
 connectorx-python/README.md                   |    1 +
 connectorx-python/build.rs                    |   13 +
 connectorx-python/connectorx/__init__.py      |  379 ++
 .../connectorx/tests/__init__.py              |    0
 .../connectorx/tests/benchmarks.py            |   24 +
 .../connectorx/tests/test_arrow.py            |  193 +
 .../connectorx/tests/test_bigquery.py         |  312 +
 .../connectorx/tests/test_clickhouse.py       |   83 +
 .../connectorx/tests/test_dask.py             |   42 +
 .../connectorx/tests/test_federation.py       |   59 +
 .../connectorx/tests/test_meta.py             |   34 +
 .../connectorx/tests/test_modin.py            |   42 +
 .../connectorx/tests/test_mssql.py            |  498 ++
 .../connectorx/tests/test_mysql.py            |  470 ++
 .../connectorx/tests/test_oracle.py           |  443 ++
 .../connectorx/tests/test_partition.py        |   21 +
 .../connectorx/tests/test_polars.py           |   38 +
 .../connectorx/tests/test_postgres.py         | 1141 ++++
 .../connectorx/tests/test_redshift.py         |  136 +
 .../connectorx/tests/test_sqlite.py           |  393 ++
 connectorx-python/examples/flame_tpch.rs      |   25 +
 connectorx-python/examples/tpch.rs            |   28 +
 connectorx-python/poetry.lock                 | 1229 ++++
 connectorx-python/pyproject.toml              |   81 +
 connectorx-python/src/arrow.rs                |   57 +
 connectorx-python/src/arrow2.rs               |   57 +
 connectorx-python/src/constants.rs            |    7 +
 connectorx-python/src/errors.rs               |   66 +
 connectorx-python/src/lib.rs                  |   96 +
 connectorx-python/src/pandas/destination.rs   |  407 ++
 connectorx-python/src/pandas/get_meta.rs      |  230 +
 connectorx-python/src/pandas/mod.rs           |  237 +
 .../src/pandas/pandas_columns/array.rs        |  266 +
 .../src/pandas/pandas_columns/boolean.rs      |  143 +
 .../src/pandas/pandas_columns/bytes.rs        |  222 +
 .../src/pandas/pandas_columns/datetime.rs     |  100 +
 .../src/pandas/pandas_columns/float64.rs      |   96 +
 .../src/pandas/pandas_columns/int64.rs        |  142 +
 .../src/pandas/pandas_columns/mod.rs          |   58 +
 .../src/pandas/pandas_columns/string.rs       |  328 +
 connectorx-python/src/pandas/pystring.rs      |  165 +
 .../src/pandas/transports/bigquery.rs         |   56 +
 .../src/pandas/transports/mod.rs              |   13 +
 .../src/pandas/transports/mssql.rs            |   97 +
 .../src/pandas/transports/mysql.rs            |  119 +
 .../src/pandas/transports/oracle.rs           |   40 +
 .../src/pandas/transports/postgres.rs         |  139 +
 .../src/pandas/transports/sqlite.rs           |   52 +
 connectorx-python/src/pandas/typesystem.rs    |  113 +
 connectorx-python/src/read_sql.rs             |   83 +
 connectorx/Cargo.toml                         |  105 +
 connectorx/examples/batch_test.rs             |   64 +
 connectorx/examples/jvm_test.rs               |   57 +
 connectorx/src/arrow_batch_iter.rs            |  183 +
 connectorx/src/constants.rs                   |   40 +
 connectorx/src/data_order.rs                  |   27 +
 .../src/destinations/arrow/arrow_assoc.rs     |  338 +
 connectorx/src/destinations/arrow/errors.rs   |   16 +
 connectorx/src/destinations/arrow/funcs.rs    |   74 +
 connectorx/src/destinations/arrow/mod.rs      |  276 +
 .../src/destinations/arrow/typesystem.rs      |   38 +
 .../src/destinations/arrow2/arrow_assoc.rs    |  451 ++
 connectorx/src/destinations/arrow2/errors.rs  |   19 +
 connectorx/src/destinations/arrow2/funcs.rs   |   76 +
 connectorx/src/destinations/arrow2/mod.rs     |  284 +
 .../src/destinations/arrow2/typesystem.rs     |   54 +
 .../destinations/arrowstream/arrow_assoc.rs   |  338 +
 .../src/destinations/arrowstream/errors.rs    |   16 +
 .../src/destinations/arrowstream/funcs.rs     |   74 +
 .../src/destinations/arrowstream/mod.rs       |  290 +
 .../destinations/arrowstream/typesystem.rs    |   38 +
 connectorx/src/destinations/mod.rs            |   78 +
 connectorx/src/dispatcher.rs                  |  217 +
 connectorx/src/errors.rs                      |  216 +
 connectorx/src/fed_dispatcher.rs              |   92 +
 connectorx/src/fed_rewriter.rs                |  185 +
 connectorx/src/get_arrow.rs                   |  428 ++
 connectorx/src/get_arrow2.rs                  |  231 +
 connectorx/src/lib.rs                         |  218 +
 connectorx/src/macros.rs                      |  321 +
 connectorx/src/partition.rs                   |  483 ++
 connectorx/src/source_router.rs               |   83 +
 connectorx/src/sources/bigquery/errors.rs     |   31 +
 connectorx/src/sources/bigquery/mod.rs        | 1143 ++++
 connectorx/src/sources/bigquery/typesystem.rs |   79 +
 connectorx/src/sources/csv/errors.rs          |   20 +
 connectorx/src/sources/csv/mod.rs             |  410 ++
 connectorx/src/sources/csv/typesystem.rs      |   31 +
 connectorx/src/sources/dummy/mod.rs           |  247 +
 connectorx/src/sources/dummy/typesystem.rs    |   31 +
 connectorx/src/sources/mod.rs                 |  100 +
 connectorx/src/sources/mssql/errors.rs        |   30 +
 connectorx/src/sources/mssql/mod.rs           |  409 ++
 connectorx/src/sources/mssql/typesystem.rs    |  135 +
 connectorx/src/sources/mysql/errors.rs        |   20 +
 connectorx/src/sources/mysql/mod.rs           |  494 ++
 connectorx/src/sources/mysql/typesystem.rs    |  122 +
 connectorx/src/sources/oracle/errors.rs       |   24 +
 connectorx/src/sources/oracle/mod.rs          |  356 +
 connectorx/src/sources/oracle/typesystem.rs   |   56 +
 connectorx/src/sources/postgres/connection.rs |  128 +
 connectorx/src/sources/postgres/errors.rs     |   29 +
 connectorx/src/sources/postgres/mod.rs        | 1672 +++++
 connectorx/src/sources/postgres/typesystem.rs |  126 +
 connectorx/src/sources/sqlite/errors.rs       |   24 +
 connectorx/src/sources/sqlite/mod.rs          |  357 +
 connectorx/src/sources/sqlite/typesystem.rs   |   92 +
 connectorx/src/sql.rs                         |  597 ++
 connectorx/src/transports/bigquery_arrow.rs   |   48 +
 connectorx/src/transports/bigquery_arrow2.rs  |   50 +
 .../src/transports/bigquery_arrowstream.rs    |   50 +
 connectorx/src/transports/csv_arrow.rs        |   36 +
 connectorx/src/transports/dummy_arrow.rs      |   56 +
 connectorx/src/transports/dummy_arrow2.rs     |   56 +
 .../src/transports/dummy_arrowstream.rs       |   56 +
 connectorx/src/transports/mod.rs              |  107 +
 connectorx/src/transports/mssql_arrow.rs      |   88 +
 connectorx/src/transports/mssql_arrow2.rs     |   88 +
 .../src/transports/mssql_arrowstream.rs       |   88 +
 connectorx/src/transports/mysql_arrow.rs      |  120 +
 connectorx/src/transports/mysql_arrow2.rs     |  116 +
 .../src/transports/mysql_arrowstream.rs       |  122 +
 connectorx/src/transports/oracle_arrow.rs     |   45 +
 connectorx/src/transports/oracle_arrow2.rs    |   47 +
 .../src/transports/oracle_arrowstream.rs      |   47 +
 connectorx/src/transports/postgres_arrow.rs   |   95 +
 connectorx/src/transports/postgres_arrow2.rs  |  117 +
 .../src/transports/postgres_arrowstream.rs    |   95 +
 connectorx/src/transports/sqlite_arrow.rs     |   50 +
 connectorx/src/transports/sqlite_arrow2.rs    |   52 +
 .../src/transports/sqlite_arrowstream.rs      |   52 +
 connectorx/src/typesystem.rs                  |  143 +
 connectorx/src/utils.rs                       |   17 +
 connectorx/tests/data/empty.csv               |    0
 connectorx/tests/data/infer_0.csv             |    5 +
 connectorx/tests/data/uint_0.csv              |    5 +
 connectorx/tests/data/uint_1.csv              |    8 +
 connectorx/tests/data/uspop_0.csv             |    4 +
 connectorx/tests/test_arrow.rs                |  293 +
 connectorx/tests/test_bigquery.rs             |   37 +
 connectorx/tests/test_csv.rs                  |  165 +
 connectorx/tests/test_fed.rs                  |   21 +
 connectorx/tests/test_mssql.rs                |  178 +
 connectorx/tests/test_mysql.rs                |  127 +
 connectorx/tests/test_oracle.rs               |   81 +
 connectorx/tests/test_polars.rs               |  299 +
 connectorx/tests/test_postgres.rs             |  304 +
 docs/_config.yml                              |   24 +
 docs/_toc.yml                                 |   18 +
 docs/api.md                                   |   96 +
 docs/databases.md                             |   10 +
 docs/databases/bigquery.md                    |   37 +
 docs/databases/mssql.md                       |   63 +
 docs/databases/mysql.md                       |   51 +
 docs/databases/oracle.md                      |   40 +
 docs/databases/postgres.md                    |   66 +
 docs/databases/sqlite.md                      |   50 +
 docs/freq_questions.md                        |   37 +
 docs/install.md                               |   46 +
 docs/intro.md                                 |  115 +
 docs/logo.png                                 |  Bin 0 -> 43523 bytes
 docs/requirements.txt                         |    3 +
 scripts/benchmarks/tpch-clickhouse.sql        |   21 +
 scripts/benchmarks/tpch-mssql.sql             |   35 +
 scripts/benchmarks/tpch-mysql.sql             |   25 +
 scripts/benchmarks/tpch-postgres.sql          |   23 +
 scripts/benchmarks/tpch_redshift.sql          |  127 +
 scripts/bigquery.sql                          |   33 +
 scripts/clickhouse.sql                        |   31 +
 scripts/duckdb.sql                            |   30 +
 scripts/mem_monitor.sh                        |   17 +
 scripts/mssql.sql                             |   76 +
 scripts/mysql.sql                             |   69 +
 scripts/oracle.sql                            |   52 +
 scripts/postgres.sql                          |   85 +
 scripts/python-helper.py                      |   87 +
 scripts/redshift.sql                          |   45 +
 scripts/sqlite.sql                            |   19 +
 242 files changed, 41031 insertions(+)
 create mode 100644 .cargo/config
 create mode 100644 .github/ISSUE_TEMPLATE/bug_report.md
 create mode 100644 .github/ISSUE_TEMPLATE/feature_request.md
 create mode 100644 .github/ISSUE_TEMPLATE/question.md
 create mode 100644 .github/config/db1.json
 create mode 100644 .github/config/db2.json
 create mode 100644 .github/workflows/benchmark.yml
 create mode 100644 .github/workflows/ci.yml
 create mode 100644 .github/workflows/docs.yml
 create mode 100644 .github/workflows/import-test.yml
 create mode 100644 .github/workflows/release.yml
 create mode 100644 .gitignore
 create mode 100644 Benchmark.md
 create mode 100644 CONTRIBUTING.md
 create mode 100644 Cargo.lock
 create mode 100644 Cargo.toml
 create mode 100644 Justfile
 create mode 100644 LICENSE
 create mode 100644 README.md
 create mode 100644 assets/Technical_Report__ConnectorX.pdf
 create mode 100644 assets/cache_overview.jpg
 create mode 100644 assets/cache_workflow.jpeg
 create mode 100644 assets/cx_cache.jpeg
 create mode 100644 assets/destinations.gif
 create mode 100644 assets/mssql-mem.png
 create mode 100644 assets/mssql-time.png
 create mode 100644 assets/mysql-mem.png
 create mode 100644 assets/mysql-time.png
 create mode 100644 assets/oracle-mem.png
 create mode 100644 assets/oracle-time.png
 create mode 100644 assets/pg-mem.png
 create mode 100644 assets/pg-time.png
 create mode 100644 assets/sources.gif
 create mode 100644 assets/sqlite-mem.png
 create mode 100644 assets/sqlite-time.png
 create mode 100644 benchmarks/ddos-cx.py
 create mode 100644 benchmarks/ddos-dask.py
 create mode 100644 benchmarks/ddos-modin.py
 create mode 100644 benchmarks/ddos-pandas-chunk.py
 create mode 100644 benchmarks/ddos-pandas.py
 create mode 100644 benchmarks/ddos-turbodbc.py
 create mode 100644 benchmarks/tpch-cx-aw.py
 create mode 100644 benchmarks/tpch-cx.py
 create mode 100644 benchmarks/tpch-dask.py
 create mode 100644 benchmarks/tpch-fed.py
 create mode 100644 benchmarks/tpch-modin-exp.py
 create mode 100644 benchmarks/tpch-modin.py
 create mode 100644 benchmarks/tpch-pandahouse.py
 create mode 100644 benchmarks/tpch-pandas-chunk.py
 create mode 100644 benchmarks/tpch-pandas.py
 create mode 100644 benchmarks/tpch-presto.py
 create mode 100644 benchmarks/tpch-pyarrow-p.py
 create mode 100644 benchmarks/tpch-pyarrow.py
 create mode 100644 benchmarks/tpch-queries-cx.py
 create mode 100644 benchmarks/tpch-queries-pd.py
 create mode 100644 benchmarks/tpch-rust-arrow.py
 create mode 100644 benchmarks/tpch-turbodbc.py
 create mode 100644 connectorx-cpp/Cargo.toml
 create mode 100644 connectorx-cpp/src/lib.rs
 create mode 100644 connectorx-cpp/src/plan.rs
 create mode 100644 connectorx-python/.cargo/config
 create mode 100644 connectorx-python/Cargo.lock
 create mode 100644 connectorx-python/Cargo.toml
 create mode 120000 connectorx-python/LICENSE
 create mode 120000 connectorx-python/README.md
 create mode 100644 connectorx-python/build.rs
 create mode 100644 connectorx-python/connectorx/__init__.py
 create mode 100644 connectorx-python/connectorx/tests/__init__.py
 create mode 100644 connectorx-python/connectorx/tests/benchmarks.py
 create mode 100644 connectorx-python/connectorx/tests/test_arrow.py
 create mode 100644 connectorx-python/connectorx/tests/test_bigquery.py
 create mode 100644 connectorx-python/connectorx/tests/test_clickhouse.py
 create mode 100644 connectorx-python/connectorx/tests/test_dask.py
 create mode 100644 connectorx-python/connectorx/tests/test_federation.py
 create mode 100644 connectorx-python/connectorx/tests/test_meta.py
 create mode 100644 connectorx-python/connectorx/tests/test_modin.py
 create mode 100644 connectorx-python/connectorx/tests/test_mssql.py
 create mode 100644 connectorx-python/connectorx/tests/test_mysql.py
 create mode 100644 connectorx-python/connectorx/tests/test_oracle.py
 create mode 100644 connectorx-python/connectorx/tests/test_partition.py
 create mode 100644 connectorx-python/connectorx/tests/test_polars.py
 create mode 100644 connectorx-python/connectorx/tests/test_postgres.py
 create mode 100644 connectorx-python/connectorx/tests/test_redshift.py
 create mode 100644 connectorx-python/connectorx/tests/test_sqlite.py
 create mode 100644 connectorx-python/examples/flame_tpch.rs
 create mode 100644 connectorx-python/examples/tpch.rs
 create mode 100644 connectorx-python/poetry.lock
 create mode 100644 connectorx-python/pyproject.toml
 create mode 100644 connectorx-python/src/arrow.rs
 create mode 100644 connectorx-python/src/arrow2.rs
 create mode 100644 connectorx-python/src/constants.rs
 create mode 100644 connectorx-python/src/errors.rs
 create mode 100644 connectorx-python/src/lib.rs
 create mode 100644 connectorx-python/src/pandas/destination.rs
 create mode 100644 connectorx-python/src/pandas/get_meta.rs
 create mode 100644 connectorx-python/src/pandas/mod.rs
 create mode 100644 connectorx-python/src/pandas/pandas_columns/array.rs
 create mode 100644 connectorx-python/src/pandas/pandas_columns/boolean.rs
 create mode 100644 connectorx-python/src/pandas/pandas_columns/bytes.rs
 create mode 100644 connectorx-python/src/pandas/pandas_columns/datetime.rs
 create mode 100644 connectorx-python/src/pandas/pandas_columns/float64.rs
 create mode 100644 connectorx-python/src/pandas/pandas_columns/int64.rs
 create mode 100644 connectorx-python/src/pandas/pandas_columns/mod.rs
 create mode 100644 connectorx-python/src/pandas/pandas_columns/string.rs
 create mode 100644 connectorx-python/src/pandas/pystring.rs
 create mode 100644 connectorx-python/src/pandas/transports/bigquery.rs
 create mode 100644 connectorx-python/src/pandas/transports/mod.rs
 create mode 100644 connectorx-python/src/pandas/transports/mssql.rs
 create mode 100644 connectorx-python/src/pandas/transports/mysql.rs
 create mode 100644 connectorx-python/src/pandas/transports/oracle.rs
 create mode 100644 connectorx-python/src/pandas/transports/postgres.rs
 create mode 100644 connectorx-python/src/pandas/transports/sqlite.rs
 create mode 100644 connectorx-python/src/pandas/typesystem.rs
 create mode 100644 connectorx-python/src/read_sql.rs
 create mode 100644 connectorx/Cargo.toml
 create mode 100644 connectorx/examples/batch_test.rs
 create mode 100644 connectorx/examples/jvm_test.rs
 create mode 100644 connectorx/src/arrow_batch_iter.rs
 create mode 100644 connectorx/src/constants.rs
 create mode 100644 connectorx/src/data_order.rs
 create mode 100644 connectorx/src/destinations/arrow/arrow_assoc.rs
 create mode 100644 connectorx/src/destinations/arrow/errors.rs
 create mode 100644 connectorx/src/destinations/arrow/funcs.rs
 create mode 100644 connectorx/src/destinations/arrow/mod.rs
 create mode 100644 connectorx/src/destinations/arrow/typesystem.rs
 create mode 100644 connectorx/src/destinations/arrow2/arrow_assoc.rs
 create mode 100644 connectorx/src/destinations/arrow2/errors.rs
 create mode 100644 connectorx/src/destinations/arrow2/funcs.rs
 create mode 100644 connectorx/src/destinations/arrow2/mod.rs
 create mode 100644 connectorx/src/destinations/arrow2/typesystem.rs
 create mode 100644 connectorx/src/destinations/arrowstream/arrow_assoc.rs
 create mode 100644 connectorx/src/destinations/arrowstream/errors.rs
 create mode 100644 connectorx/src/destinations/arrowstream/funcs.rs
 create mode 100644 connectorx/src/destinations/arrowstream/mod.rs
 create mode 100644 connectorx/src/destinations/arrowstream/typesystem.rs
 create mode 100644 connectorx/src/destinations/mod.rs
 create mode 100644 connectorx/src/dispatcher.rs
 create mode 100644 connectorx/src/errors.rs
 create mode 100644 connectorx/src/fed_dispatcher.rs
 create mode 100644 connectorx/src/fed_rewriter.rs
 create mode 100644 connectorx/src/get_arrow.rs
 create mode 100644 connectorx/src/get_arrow2.rs
 create mode 100644 connectorx/src/lib.rs
 create mode 100644 connectorx/src/macros.rs
 create mode 100644 connectorx/src/partition.rs
 create mode 100644 connectorx/src/source_router.rs
 create mode 100644 connectorx/src/sources/bigquery/errors.rs
 create mode 100644 connectorx/src/sources/bigquery/mod.rs
 create mode 100644 connectorx/src/sources/bigquery/typesystem.rs
 create mode 100644 connectorx/src/sources/csv/errors.rs
 create mode 100644 connectorx/src/sources/csv/mod.rs
 create mode 100644 connectorx/src/sources/csv/typesystem.rs
 create mode 100644 connectorx/src/sources/dummy/mod.rs
 create mode 100644 connectorx/src/sources/dummy/typesystem.rs
 create mode 100644 connectorx/src/sources/mod.rs
 create mode 100644 connectorx/src/sources/mssql/errors.rs
 create mode 100644 connectorx/src/sources/mssql/mod.rs
 create mode 100644 connectorx/src/sources/mssql/typesystem.rs
 create mode 100644 connectorx/src/sources/mysql/errors.rs
 create mode 100644 connectorx/src/sources/mysql/mod.rs
 create mode 100644 connectorx/src/sources/mysql/typesystem.rs
 create mode 100644 connectorx/src/sources/oracle/errors.rs
 create mode 100644 connectorx/src/sources/oracle/mod.rs
 create mode 100644 connectorx/src/sources/oracle/typesystem.rs
 create mode 100644 connectorx/src/sources/postgres/connection.rs
 create mode 100644 connectorx/src/sources/postgres/errors.rs
 create mode 100644 connectorx/src/sources/postgres/mod.rs
 create mode 100644 connectorx/src/sources/postgres/typesystem.rs
 create mode 100644 connectorx/src/sources/sqlite/errors.rs
 create mode 100644 connectorx/src/sources/sqlite/mod.rs
 create mode 100644 connectorx/src/sources/sqlite/typesystem.rs
 create mode 100644 connectorx/src/sql.rs
 create mode 100644 connectorx/src/transports/bigquery_arrow.rs
 create mode 100644 connectorx/src/transports/bigquery_arrow2.rs
 create mode 100644 connectorx/src/transports/bigquery_arrowstream.rs
 create mode 100644 connectorx/src/transports/csv_arrow.rs
 create mode 100644 connectorx/src/transports/dummy_arrow.rs
 create mode 100644 connectorx/src/transports/dummy_arrow2.rs
 create mode 100644 connectorx/src/transports/dummy_arrowstream.rs
 create mode 100644 connectorx/src/transports/mod.rs
 create mode 100644 connectorx/src/transports/mssql_arrow.rs
 create mode 100644 connectorx/src/transports/mssql_arrow2.rs
 create mode 100644 connectorx/src/transports/mssql_arrowstream.rs
 create mode 100644 connectorx/src/transports/mysql_arrow.rs
 create mode 100644 connectorx/src/transports/mysql_arrow2.rs
 create mode 100644 connectorx/src/transports/mysql_arrowstream.rs
 create mode 100644 connectorx/src/transports/oracle_arrow.rs
 create mode 100644 connectorx/src/transports/oracle_arrow2.rs
 create mode 100644 connectorx/src/transports/oracle_arrowstream.rs
 create mode 100644 connectorx/src/transports/postgres_arrow.rs
 create mode 100644 connectorx/src/transports/postgres_arrow2.rs
 create mode 100644 connectorx/src/transports/postgres_arrowstream.rs
 create mode 100644 connectorx/src/transports/sqlite_arrow.rs
 create mode 100644 connectorx/src/transports/sqlite_arrow2.rs
 create mode 100644 connectorx/src/transports/sqlite_arrowstream.rs
 create mode 100644 connectorx/src/typesystem.rs
 create mode 100644 connectorx/src/utils.rs
 create mode 100644 connectorx/tests/data/empty.csv
 create mode 100644 connectorx/tests/data/infer_0.csv
 create mode 100644 connectorx/tests/data/uint_0.csv
 create mode 100644 connectorx/tests/data/uint_1.csv
 create mode 100644 connectorx/tests/data/uspop_0.csv
 create mode 100644 connectorx/tests/test_arrow.rs
 create mode 100644 connectorx/tests/test_bigquery.rs
 create mode 100644 connectorx/tests/test_csv.rs
 create mode 100644 connectorx/tests/test_fed.rs
 create mode 100644 connectorx/tests/test_mssql.rs
 create mode 100644 connectorx/tests/test_mysql.rs
 create mode 100644 connectorx/tests/test_oracle.rs
 create mode 100644 connectorx/tests/test_polars.rs
 create mode 100644 connectorx/tests/test_postgres.rs
 create mode 100644 docs/_config.yml
 create mode 100644 docs/_toc.yml
 create mode 100644 docs/api.md
 create mode 100644 docs/databases.md
 create mode 100644 docs/databases/bigquery.md
 create mode 100644 docs/databases/mssql.md
 create mode 100644 docs/databases/mysql.md
 create mode 100644 docs/databases/oracle.md
 create mode 100644 docs/databases/postgres.md
 create mode 100644 docs/databases/sqlite.md
 create mode 100644 docs/freq_questions.md
 create mode 100644 docs/install.md
 create mode 100644 docs/intro.md
 create mode 100644 docs/logo.png
 create mode 100644 docs/requirements.txt
 create mode 100644 scripts/benchmarks/tpch-clickhouse.sql
 create mode 100644 scripts/benchmarks/tpch-mssql.sql
 create mode 100644 scripts/benchmarks/tpch-mysql.sql
 create mode 100644 scripts/benchmarks/tpch-postgres.sql
 create mode 100644 scripts/benchmarks/tpch_redshift.sql
 create mode 100644 scripts/bigquery.sql
 create mode 100644 scripts/clickhouse.sql
 create mode 100644 scripts/duckdb.sql
 create mode 100755 scripts/mem_monitor.sh
 create mode 100644 scripts/mssql.sql
 create mode 100644 scripts/mysql.sql
 create mode 100644 scripts/oracle.sql
 create mode 100644 scripts/postgres.sql
 create mode 100644 scripts/python-helper.py
 create mode 100644 scripts/redshift.sql
 create mode 100644 scripts/sqlite.sql

diff --git a/.cargo/config b/.cargo/config
new file mode 100644
index 0000000..59c989e
--- /dev/null
+++ b/.cargo/config
@@ -0,0 +1,11 @@
+[target.x86_64-apple-darwin]
+rustflags = [
+  "-C", "link-arg=-undefined",
+  "-C", "link-arg=dynamic_lookup",
+]
+
+[target.aarch64-apple-darwin]
+rustflags = [
+  "-C", "link-arg=-undefined",
+  "-C", "link-arg=dynamic_lookup",
+]
\ No newline at end of file
diff --git a/.github/ISSUE_TEMPLATE/bug_report.md b/.github/ISSUE_TEMPLATE/bug_report.md
new file mode 100644
index 0000000..eba99f4
--- /dev/null
+++ b/.github/ISSUE_TEMPLATE/bug_report.md
@@ -0,0 +1,48 @@
+---
+name: Bug report
+about: An issue with rust connectorx or python connectorx
+title: ''
+labels: 'bug'
+assignees: ''
+---
+
+#### What language are you using?
+
+Replace this text with the **Rust** or **Python**.
+
+#### What version are you using?
+
+Replace this text with the version.
+
+#### What database are you using?
+
+e.g. PostgreSQL, MySQL
+
+#### What dataframe are you using?
+
+e.g. Pandas, Arrow
+
+#### Can you describe your bug?
+
+Give a high level description of the bug.
+
+#### What are the steps to reproduce the behavior?
+
+If possible, please include a **minimal simple** example including:
+
+##### Database setup if the error only happens on specific data or data type
+
+Table schema and example data
+
+##### Example query / code
+
+```
+your
+code
+goes
+here
+```
+
+#### What is the error?
+
+Show the error result here.
diff --git a/.github/ISSUE_TEMPLATE/feature_request.md b/.github/ISSUE_TEMPLATE/feature_request.md
new file mode 100644
index 0000000..2ef8f68
--- /dev/null
+++ b/.github/ISSUE_TEMPLATE/feature_request.md
@@ -0,0 +1,12 @@
+---
+name: Feature request
+about: Suggest a new feature for connectorx
+title: ''
+labels: 'feature'
+assignees: ''
+---
+
+
+#### Describe your feature request
+
+Please describe the behavior you want and the motivation.
diff --git a/.github/ISSUE_TEMPLATE/question.md b/.github/ISSUE_TEMPLATE/question.md
new file mode 100644
index 0000000..a437c9b
--- /dev/null
+++ b/.github/ISSUE_TEMPLATE/question.md
@@ -0,0 +1,15 @@
+---
+name: Question
+about: Ask a question about connectorx
+title: ''
+labels: ''
+assignees: ''
+---
+
+#### Try Discussion?
+
+You can ask questions in [discussions](https://github.com/sfu-db/connector-x/discussions/categories/q-a).
+
+#### Other
+
+Feel free to ask here if you think it's more suitable.
diff --git a/.github/config/db1.json b/.github/config/db1.json
new file mode 100644
index 0000000..648955c
--- /dev/null
+++ b/.github/config/db1.json
@@ -0,0 +1,15 @@
+{
+    "driver": "org.postgresql.Driver",
+    "url": "jdbc:postgresql://postgres:5432/postgres",
+    "username": "postgres",
+    "password": "postgres",
+    "costParams": {
+        "join": 10.0,
+        "agg": 20.0,
+        "sort": 20.0,
+        "trans": 3.0
+    },
+    "dialect": "postgres",
+    "cardEstType": "postgres",
+    "partitionType": "postgres"
+}
\ No newline at end of file
diff --git a/.github/config/db2.json b/.github/config/db2.json
new file mode 100644
index 0000000..648955c
--- /dev/null
+++ b/.github/config/db2.json
@@ -0,0 +1,15 @@
+{
+    "driver": "org.postgresql.Driver",
+    "url": "jdbc:postgresql://postgres:5432/postgres",
+    "username": "postgres",
+    "password": "postgres",
+    "costParams": {
+        "join": 10.0,
+        "agg": 20.0,
+        "sort": 20.0,
+        "trans": 3.0
+    },
+    "dialect": "postgres",
+    "cardEstType": "postgres",
+    "partitionType": "postgres"
+}
\ No newline at end of file
diff --git a/.github/workflows/benchmark.yml b/.github/workflows/benchmark.yml
new file mode 100644
index 0000000..ebd950d
--- /dev/null
+++ b/.github/workflows/benchmark.yml
@@ -0,0 +1,77 @@
+name: benchmark
+
+on:
+  workflow_dispatch:
+  push:
+    branches:
+      - prerelease
+      - main
+  pull_request:
+    branches:
+      - main
+
+jobs:
+  benchmark:
+    runs-on: [self-hosted, linux, x64, connectorx-benchmark]
+    steps:
+      - uses: actions/checkout@v2
+
+      - name: Install tools
+        run: |
+          apt-get update
+          apt-get install -y curl postgresql-client build-essential python3-dev python3-pip pkg-config libssl-dev git sqlite3 libsqlite3-dev mysql-client libmysqlclient-dev libkrb5-dev libclang-dev
+        env:
+          DEBIAN_FRONTEND: noninteractive
+
+      - name: Install Rust
+        uses: actions-rs/toolchain@v1
+        with:
+          toolchain: stable
+          components: rustfmt
+          default: true
+
+      - name: Install other dependent tools
+        run: |
+          pip3 install poetry
+          if [ ! -f "$HOME/.cargo/bin/just" ]; then curl --proto '=https' --tlsv1.2 -sSf https://just.systems/install.sh | bash -s -- --to ~/.cargo/bin; fi
+
+      - name: Install python dependencies
+        run: just bootstrap-python
+
+      - name: Run benchmarks
+        run: just benchmark-report
+        env:
+          POSTGRES_URL: ${{ secrets.POSTGRES_URL }}
+          MYSQL_URL: ${{ secrets.MYSQL_URL }}
+          TPCH_TABLE: lineitem
+
+      - name: Ignore git safe directory error
+        run: git config --global --add safe.directory /tmp/github-runner-connectorx/connector-x/connector-x
+
+      - name: Show benchmark result for pull request
+        if: ${{ github.event_name == 'pull_request'}}
+        uses: rhysd/github-action-benchmark@v1
+        with:
+          name: "ConnectorX TPC-H Scale@1 Benchmarks"
+          tool: "pytest"
+          output-file-path: benchmark.json
+          github-token: ${{ secrets.GITHUB_TOKEN }}
+          auto-push: false
+          save-data-file: false
+          fail-threshold: "200%"
+          comment-always: true
+          fail-on-alert: true
+
+      - name: Store benchmark result for push operator
+        if: ${{ github.event_name == 'push'}}
+        uses: rhysd/github-action-benchmark@v1
+        with:
+          name: "ConnectorX TPC-H Scale@1 Benchmarks"
+          tool: "pytest"
+          output-file-path: benchmark.json
+          github-token: ${{ secrets.GITHUB_TOKEN }}
+          auto-push: true
+          alert-threshold: "100%"
+          fail-threshold: "200%"
+          comment-always: true
+          fail-on-alert: true
diff --git a/.github/workflows/ci.yml b/.github/workflows/ci.yml
new file mode 100644
index 0000000..a425409
--- /dev/null
+++ b/.github/workflows/ci.yml
@@ -0,0 +1,259 @@
+name: ci
+
+on:
+  pull_request:
+    branches:
+      - main
+      - prerelease
+  push:
+    branches:
+      - main
+
+jobs:
+  # rust:
+  #   runs-on: ubuntu-latest
+  #   container: ubuntu:20.04
+  #   services:
+  #     # Label used to access the service container
+  #     postgres:
+  #       # Docker Hub image
+  #       image: postgres
+  #       env:
+  #         POSTGRES_PASSWORD: postgres
+  #       # Set health checks to wait until postgres has started
+  #       options: >-
+  #         --health-cmd pg_isready
+  #         --health-interval 10s
+  #         --health-timeout 5s
+  #         --health-retries 5
+  #     # mysql
+  #     mysql:
+  #       image: ghcr.io/wangxiaoying/mysql:latest
+  #       env:
+  #         MYSQL_DATABASE: mysql
+  #         MYSQL_ROOT_PASSWORD: mysql
+  #         LANG: C.UTF-8
+  #       ports:
+  #         - 3306:3306
+  #       options: >-
+  #         --health-cmd "mysqladmin ping"
+  #         --health-interval 10s
+  #         --health-timeout 10s
+  #         --health-retries 5
+  #     mssql:
+  #       image: mcr.microsoft.com/mssql/server:2019-latest
+  #       env:
+  #         ACCEPT_EULA: y
+  #         SA_PASSWORD: mssql!Password
+  #       ports:
+  #         - 1433:1433
+  #       options: >-
+  #         --health-cmd "/opt/mssql-tools/bin/sqlcmd -S localhost -U sa -P \"$SA_PASSWORD\" -Q 'SELECT 1' || exit 1"
+  #         --health-interval 10s
+  #         --health-timeout 5s
+  #         --health-retries 20
+  #   steps:
+  #     - uses: actions/checkout@v2
+
+  #     - name: Install tools
+  #       run: |
+  #         apt-get update
+  #         apt-get install -y curl postgresql-client build-essential pkg-config libssl-dev git sqlite3 libsqlite3-dev mysql-client python3 python3-pip libicu66 libkrb5-dev libclang-dev
+  #         pip3 install mssql-cli
+  #         pip3 install cli-helpers==2.2.0
+  #         ln -s /usr/bin/python3 /usr/bin/python
+  #         echo "Cache Version ${{ secrets.CACHE_VERSION }}"
+  #       env:
+  #         DEBIAN_FRONTEND: noninteractive
+
+  #     - name: Install Rust
+  #       uses: actions-rs/toolchain@v1
+  #       with:
+  #         toolchain: stable
+  #         components: rustfmt
+  #         default: true
+
+  #     - uses: actions/cache@v2
+  #       with:
+  #         path: |
+  #           ~/.cargo/bin/
+  #           ~/.cargo/registry/index/
+  #           ~/.cargo/registry/cache/
+  #           ~/.cargo/git/db/
+  #           target/
+  #         key: ${{ runner.os }}-cargo-${{ secrets.CACHE_VERSION }}-${{ hashFiles('**/Cargo.lock') }}
+
+  #     - name: Install other dependent tools
+  #       run: |
+  #         if [ ! -f "$HOME/.cargo/bin/just" ]; then curl --proto '=https' --tlsv1.2 -sSf https://just.systems/install.sh | bash -s -- --to ~/.cargo/bin; fi
+
+  #     - name: Seed the database
+  #       run: just seed-db
+  #       env:
+  #         POSTGRES_URL: "postgresql://postgres:postgres@postgres:5432/postgres"
+  #         SQLITE_URL: "sqlite:///tmp/test.db"
+  #         MYSQL_HOST: mysql
+  #         MYSQL_PORT: 3306
+  #         MYSQL_DB: mysql
+  #         MYSQL_USER: root
+  #         MYSQL_PASSWORD: mysql
+  #         MSSQL_HOST: mssql
+  #         MSSQL_PORT: 1433
+  #         MSSQL_DB: tempdb
+  #         MSSQL_USER: sa
+  #         MSSQL_PASSWORD: mssql!Password
+
+  #     - name: Is the code formatted?
+  #       uses: actions-rs/cargo@v1
+  #       with:
+  #         command: fmt
+  #         args: --all -- --check -q
+
+  #     - name: Clippy linting
+  #       uses: actions-rs/cargo@v1
+  #       with:
+  #         command: clippy
+  #         args: --features all
+
+  #     - name: Check each feature gate
+  #       run: just test-feature-gate
+
+  #     - name: Run tests
+  #       run: cargo clean && just test
+  #       env:
+  #         POSTGRES_URL: "postgresql://postgres:postgres@postgres:5432/postgres"
+  #         SQLITE_URL: "sqlite:///tmp/test.db"
+  #         MYSQL_URL: "mysql://root:mysql@mysql:3306/mysql"
+  #         MSSQL_URL: "mssql://sa:mssql!Password@mssql:1433/tempdb"
+
+  #     - name: Test build docs
+  #       uses: actions-rs/cargo@v1
+  #       with:
+  #         command: doc
+  #         args: --no-deps --features all
+
+  python:
+    runs-on: ubuntu-latest
+    container: ubuntu:20.04
+    services:
+      # Label used to access the service container
+      postgres:
+        # Docker Hub image
+        image: postgres
+        env:
+          POSTGRES_PASSWORD: postgres
+        # Set health checks to wait until postgres has started
+        options: >-
+          --health-cmd pg_isready
+          --health-interval 10s
+          --health-timeout 5s
+          --health-retries 5
+      # mysql
+      mysql:
+        image: ghcr.io/wangxiaoying/mysql:latest
+        env:
+          MYSQL_DATABASE: mysql
+          MYSQL_ROOT_PASSWORD: mysql
+          LANG: C.UTF-8
+        ports:
+          - 3306:3306
+        options: >-
+          --health-cmd "mysqladmin ping"
+          --health-interval 10s
+          --health-timeout 10s
+          --health-retries 5
+      mssql:
+        image: mcr.microsoft.com/mssql/server:2019-latest
+        env:
+          ACCEPT_EULA: y
+          SA_PASSWORD: mssql!Password
+        ports:
+          - 1433:1433
+        options: >-
+          --health-cmd "/opt/mssql-tools/bin/sqlcmd -S localhost -U sa -P \"$SA_PASSWORD\" -Q 'SELECT 1' || exit 1"
+          --health-interval 10s
+          --health-timeout 5s
+          --health-retries 20
+
+    steps:
+      - uses: actions/checkout@v2
+
+      - name: Install tools
+        run: |
+          apt-get update
+          apt-get install -y curl postgresql-client build-essential python3-dev python3-pip pkg-config libssl-dev git sqlite3 libsqlite3-dev mysql-client libmysqlclient-dev python3 python3-pip libicu66 libkrb5-dev libclang-dev
+          pip3 install mssql-cli
+          pip3 install cli-helpers==2.2.0
+          ln -s /usr/bin/python3 /usr/bin/python
+        env:
+          DEBIAN_FRONTEND: noninteractive
+
+      - name: Install Rust
+        uses: actions-rs/toolchain@v1
+        with:
+          toolchain: stable
+          components: rustfmt
+          default: true
+
+      - uses: actions/setup-java@v3
+        with:
+          distribution: "temurin"
+          java-version: "17"
+
+      - uses: actions/cache@v2
+        with:
+          path: |
+            ~/.cargo/bin/
+            ~/.cargo/registry/index/
+            ~/.cargo/registry/cache/
+            ~/.cargo/git/db/
+            target/
+          key: ${{ runner.os }}-cargo-python-${{ secrets.CACHE_VERSION }}-${{ hashFiles('**/Cargo.lock') }}
+
+      - name: Install other dependent tools
+        run: |
+          pip3 install poetry
+          if [ ! -f "$HOME/.cargo/bin/just" ]; then curl --proto '=https' --tlsv1.2 -sSf https://just.systems/install.sh | bash -s -- --to ~/.cargo/bin; fi
+
+      - name: Seed the database
+        run: just seed-db
+        env:
+          POSTGRES_URL: "postgresql://postgres:postgres@postgres:5432/postgres"
+          SQLITE_URL: "sqlite:///tmp/test.db"
+          MYSQL_HOST: mysql
+          MYSQL_PORT: 3306
+          MYSQL_DB: mysql
+          MYSQL_USER: root
+          MYSQL_PASSWORD: mysql
+          MSSQL_HOST: mssql
+          MSSQL_PORT: 1433
+          MSSQL_DB: tempdb
+          MSSQL_USER: sa
+          MSSQL_PASSWORD: mssql!Password
+
+      - name: Clippy linting
+        uses: actions-rs/cargo@v1
+        with:
+          command: clippy
+          args: --features all --all
+
+      - name: Cache venv
+        uses: actions/cache@v2
+        with:
+          path: ~/.cache/pypoetry/virtualenvs
+          key: ${{ runner.os }}-venv-${{ secrets.CACHE_VERSION }}-${{ hashFiles('connectorx-python/poetry.lock') }}
+
+      - name: Install python dependencies
+        run: just bootstrap-python
+
+      - name: Test python
+        run: just test-python
+        env:
+          POSTGRES_URL: "postgresql://postgres:postgres@postgres:5432/postgres"
+          SQLITE_URL: "sqlite:///tmp/test.db"
+          MYSQL_URL: "mysql://root:mysql@mysql:3306/mysql"
+          MSSQL_URL: "mssql://sa:mssql!Password@mssql:1433/tempdb"
+          DB1: "postgresql://postgres:postgres@postgres:5432/postgres"
+          DB2: "postgresql://postgres:postgres@postgres:5432/postgres"
+          FED_CONFIG_PATH: ${{ github.workspace }}/.github/config
+          SQLITE3_STATIC: 1
diff --git a/.github/workflows/docs.yml b/.github/workflows/docs.yml
new file mode 100644
index 0000000..d475ee9
--- /dev/null
+++ b/.github/workflows/docs.yml
@@ -0,0 +1,53 @@
+name: docs
+
+on:
+  push:
+    branches:
+      - main
+
+jobs:
+  docs:
+    runs-on: ubuntu-latest
+    steps:
+      - uses: actions/checkout@v2
+
+      - name: Install Rust
+        uses: actions-rs/toolchain@v1
+        with:
+          toolchain: stable
+          components: rustfmt
+          default: true
+
+      - name: Intall Python
+        uses: actions/setup-python@v1
+        with:
+          python-version: 3.7
+
+      - name: Install dependencies
+        run: |
+          pip install -r docs/requirements.txt
+          sudo apt-get update
+          sudo apt-get install -y libkrb5-dev libclang-dev
+
+      - name: Build the book
+        run: |
+          jupyter-book build docs
+
+      - name: Build Rust Docs
+        uses: actions-rs/cargo@v1
+        with:
+          command: doc
+          args: --no-deps --features all
+
+      - name: Move the rust doc into jupyter book
+        run: mv target/doc ./docs/_build/html/rust-docs
+
+      - name: Add .nojekyll
+        run: touch ./docs/_build/html/.nojekyll
+
+      - name: Deploy Docs 🚀
+        uses: JamesIves/github-pages-deploy-action@4.0.0
+        with:
+          branch: gh-pages # The branch the action should deploy to.
+          folder: ./docs/_build/html # The folder the action should deploy.
+          clean-exclude: dev
diff --git a/.github/workflows/import-test.yml b/.github/workflows/import-test.yml
new file mode 100644
index 0000000..20aa1d7
--- /dev/null
+++ b/.github/workflows/import-test.yml
@@ -0,0 +1,61 @@
+name: import-test
+
+on:
+  workflow_dispatch:
+    inputs:
+      indexUrl:
+        description: "Index Url"
+        required: true
+        default: "https://test.pypi.org/simple/"
+      version:
+        description: "version"
+        required: false
+        default: ""
+
+jobs:
+  check:
+    runs-on: ${{ matrix.os }}
+    strategy:
+      matrix:
+        os: [ubuntu-latest, macos-10.15, windows-latest]
+        python-version: ["3.7", "3.8", "3.9", "3.10"]
+    steps:
+      - uses: actions/checkout@v2
+
+      - name: Setup python
+        uses: actions/setup-python@v2
+        with:
+          python-version: ${{ matrix.python-version }}
+          architecture: x64
+
+      - name: Check which python we use
+        run: |
+          echo $(which python)
+
+      - name: Install ConnectorX - POSIX
+        if: ${{ matrix.os != 'windows-latest' }}
+        run: |
+          pip install numpy importlib-metadata
+
+          version='${{ github.event.inputs.version }}'
+          if [ -z $version ]
+          then
+            pip install --index-url ${{ github.event.inputs.indexUrl }} connectorx
+          else
+            pip install --index-url ${{ github.event.inputs.indexUrl }} connectorx==$version
+          fi
+
+      - name: Install ConnectorX - Windows
+        if: ${{ matrix.os == 'windows-latest' }}
+        run: |
+          pip install numpy importlib-metadata
+
+          $version = '${{ github.event.inputs.version }}'
+          if ($version) {
+            pip install --index-url ${{ github.event.inputs.indexUrl }} connectorx==$version
+          } else { 
+            pip install --index-url ${{ github.event.inputs.indexUrl }} connectorx
+          }
+
+      - name: Import
+        run: python -c "from connectorx import read_sql"
diff --git a/.github/workflows/release.yml b/.github/workflows/release.yml
new file mode 100644
index 0000000..3d7564d
--- /dev/null
+++ b/.github/workflows/release.yml
@@ -0,0 +1,263 @@
+name: release
+
+on:
+  push:
+    branches:
+      - prerelease
+      - release
+
+jobs:
+  linux:
+    runs-on: ubuntu-latest
+    container: quay.io/pypa/manylinux_2_28_x86_64
+    strategy:
+      matrix:
+        python-version: [[38, "3.8"], [39, "3.9"], [310, "3.10"], [311, "3.11"]]
+    steps:
+      - uses: actions/checkout@v2
+
+      - name: Set python version
+        run: |
+          echo "/opt/python/cp${{ matrix.python-version[0] }}-cp${{ matrix.python-version[0] }}/bin" >> $GITHUB_PATH
+
+      - uses: actions-rs/toolchain@v1
+        with:
+          toolchain: stable
+          components: rustfmt
+          target: aarch64-unknown-linux-gnu
+          default: true
+
+      - uses: extractions/setup-just@v1
+        env:
+          GITHUB_TOKEN: ${{ secrets.GITHUB_TOKEN }}
+
+      - uses: Gr1N/setup-poetry@v8
+
+      - name: Install tools
+        run: |
+          yum install -y epel-release
+          yum install -y mysql-devel postgresql-devel freetds-devel krb5-libs clang-devel
+
+      - name: Setup project
+        run: |
+          just bootstrap-python
+
+      - uses: PyO3/maturin-action@v1
+        with:
+          rust-toolchain: stable
+          maturin-version: v0.14.15
+          command: build
+          args: -m connectorx-python/Cargo.toml -i python --release --manylinux 2_28 --features integrated-auth-gssapi
+        env:
+          SQLITE3_STATIC: 1
+
+      - name: Copy j4rs dependencies into dist
+        run: |
+          cp -rf connectorx-python/target/release/jassets connectorx-python/connectorx/dependencies
+
+      # rebuild the wheel to incorporate j4rs dependencies
+      - uses: PyO3/maturin-action@v1
+        with:
+          rust-toolchain: stable
+          maturin-version: v0.14.15
+          command: build
+          args: -m connectorx-python/Cargo.toml -i python --release --manylinux 2_28 --features integrated-auth-gssapi
+        env:
+          SQLITE3_STATIC: 1
+
+      # - uses: PyO3/maturin-action@v1
+      #   with:
+      #     maturin-version: v0.14.15
+      #     command: build
+      #     args: -m connectorx-python/Cargo.toml --target aarch64-unknown-linux-gnu -i python --release --manylinux 2_28 --features integrated-auth-gssapi
+      #   env:
+      #     SQLITE3_STATIC: 1
+
+      - uses: actions/upload-artifact@v3
+        with:
+          name: "ubuntu-latest-${{ matrix.python-version[1] }}"
+          path: connectorx-python/target/wheels/*.whl
+
+  win-and-mac:
+    runs-on: ${{ matrix.os }}
+    strategy:
+      matrix:
+        os: ["windows-latest", "macos-11"]
+        python-version: ["3.8", "3.9", "3.10", "3.11"]
+        include:
+          - os: "macos-11"
+            features: "--features integrated-auth-gssapi"
+    steps:
+      - uses: actions/checkout@v2
+
+      - uses: ankane/setup-mysql@v1
+        with:
+          mysql-version: 8
+
+      - uses: actions/setup-python@v2
+        with:
+          python-version: ${{ matrix.python-version }}
+          architecture: x64
+
+      - uses: actions-rs/toolchain@v1
+        with:
+          toolchain: stable
+          components: rustfmt
+          default: true
+
+      - uses: extractions/setup-just@v1
+        env:
+          GITHUB_TOKEN: ${{ secrets.GITHUB_TOKEN }}
+
+      - uses: Gr1N/setup-poetry@v8
+
+      - name: Setup project
+        run: |
+          just bootstrap-python
+
+      - uses: PyO3/maturin-action@v1
+        with:
+          rust-toolchain: stable
+          maturin-version: v0.14.15
+          command: build
+          args: -m connectorx-python/Cargo.toml -i python --release ${{ matrix.features }}
+        env:
+          SQLITE3_STATIC: 1
+
+      - name: Copy j4rs dependencies into dist
+        run: |
+          cp -r connectorx-python/target/release/jassets connectorx-python/connectorx/dependencies
+
+      # rebuild the wheel to incorporate j4rs dependencies
+      - uses: PyO3/maturin-action@v1
+        with:
+          rust-toolchain: stable
+          maturin-version: v0.14.15
+          command: build
+          args: -m connectorx-python/Cargo.toml -i python --release ${{ matrix.features }}
+        env:
+          SQLITE3_STATIC: 1
+
+      - uses: actions/upload-artifact@v2
+        with:
+          name: "${{ matrix.os }}-${{ matrix.python-version }}"
+          path: connectorx-python/target/wheels/*.whl
+
+  apple-arm:
+    runs-on: macos-latest
+    strategy:
+      matrix:
+        python-version: ["3.8", "3.9", "3.10", "3.11"]
+    steps:
+      - uses: actions/checkout@v2
+
+      - uses: ankane/setup-mysql@v1
+        with:
+          mysql-version: 8
+
+      - uses: actions/setup-python@v2
+        with:
+          python-version: ${{ matrix.python-version }}
+
+      - uses: actions-rs/toolchain@v1
+        with:
+          toolchain: stable
+          components: rustfmt
+          target: aarch64-apple-darwin
+          default: true
+
+      - uses: extractions/setup-just@v1
+        env:
+          GITHUB_TOKEN: ${{ secrets.GITHUB_TOKEN }}
+
+      - uses: Gr1N/setup-poetry@v8
+
+      - name: Setup project
+        run: |
+          just bootstrap-python
+
+      - uses: PyO3/maturin-action@v1
+        with:
+          rust-toolchain: stable
+          maturin-version: v0.14.15
+          command: build
+          args: -m connectorx-python/Cargo.toml --target aarch64-apple-darwin -i python --release  --features integrated-auth-gssapi
+        env:
+          SQLITE3_STATIC: 1
+
+      - name: Copy j4rs dependencies into dist
+        run: |
+          cp -rf connectorx-python/target/aarch64-apple-darwin/release/jassets connectorx-python/connectorx/dependencies
+
+      # rebuild the wheel to incorporate j4rs dependencies
+      - uses: PyO3/maturin-action@v1
+        with:
+          rust-toolchain: stable
+          maturin-version: v0.14.15
+          command: build
+          args: -m connectorx-python/Cargo.toml --target aarch64-apple-darwin -i python --release  --features integrated-auth-gssapi
+        env:
+          SQLITE3_STATIC: 1
+
+      - uses: actions/upload-artifact@v2
+        with:
+          name: "macos-${{ matrix.python-version }}"
+          path: connectorx-python/target/wheels/*.whl
+
+  verify:
+    runs-on: ${{ matrix.os }}
+    needs: [win-and-mac, linux, apple-arm]
+    strategy:
+      matrix:
+        python-version: ["3.8", "3.9", "3.10", "3.11"]
+        os: [macos-11, ubuntu-latest, windows-latest]
+    steps:
+      - uses: actions/checkout@v2
+
+      - uses: actions/setup-python@v2
+        with:
+          python-version: ${{ matrix.python-version }}
+          architecture: x64
+
+      - uses: actions/download-artifact@v3
+        with:
+          name: "${{ matrix.os }}-${{ matrix.python-version }}"
+
+      - run: |
+          pip install *.whl
+          python -c "import connectorx"
+
+  upload:
+    runs-on: ubuntu-latest
+    needs: [verify]
+    steps:
+      - name: Download all artifacts
+        uses: actions/download-artifact@v3
+
+      - name: Setup environment
+        run: |
+          tree .
+          echo "/home/runner/.local/bin" >> $GITHUB_PATH
+
+      - name: Install Twine
+        run: pip install twine
+
+      - name: Upload to PyPI site
+        if: github.ref == 'refs/heads/release'
+        env:
+          PYPI_TOKEN: ${{ secrets.PYPI_TOKEN }}
+        run: |
+          for file in $(ls **/*)
+          do
+            twine upload --non-interactive -u __token__ -p $PYPI_TOKEN $file || continue
+          done
+
+      - name: Upload to PyPI test site
+        if: github.ref == 'refs/heads/prerelease'
+        env:
+          PYPI_TEST_TOKEN: ${{ secrets.PYPI_TEST_TOKEN }}
+        run: |
+          for file in $(ls **/*)
+          do
+            twine upload --non-interactive --repository-url https://test.pypi.org/legacy/ -u __token__ -p $PYPI_TEST_TOKEN $file --verbose || continue
+          done
diff --git a/.gitignore b/.gitignore
new file mode 100644
index 0000000..e9b003d
--- /dev/null
+++ b/.gitignore
@@ -0,0 +1,21 @@
+**/target
+.vscode
+connectorx-python/connectorx/*.so
+__pycache__
+.python-version
+.idea/
+flamegraph.svg
+perf.data
+.env
+.venv
+.pytest_cache
+data.txt
+profile.pb
+dask-worker-space
+dist
+*.db
+benchmark.json
+docs/_build
+connectorx/examples/test.rs
+*.duckdb
+federated-query/
diff --git a/Benchmark.md b/Benchmark.md
new file mode 100644
index 0000000..1a57f1a
--- /dev/null
+++ b/Benchmark.md
@@ -0,0 +1,158 @@
+# Benchmark Setup
+
+## Postgres (Docker)
+
+1. Download PostgreSQL from docker
+```
+docker pull postgres
+```
+
+2. Create a directory for mount point (Optional)
+```
+mkdir -p $YOUR_DOCKER_DIR/docker/volumes/postgres
+```
+
+3. Run PostgreSQL:
+```
+# With local mount point
+docker run --rm --name pg-connector -e POSTGRES_USER=postgres -e POSTGRES_DB=tpch -e POSTGRES_PASSWORD=postgres -d -p 5432:5432 -v $YOUR_DOCKER_DIR/docker/volumes/postgres:/var/lib/postgresql/data postgres -c shared_buffers=1024MB
+
+# Without local mount point
+docker run --rm --name pg-connector -e POSTGRES_USER=postgres -e POSTGRES_DB=tpch -e POSTGRES_PASSWORD=postgres -d -p 5432:5432 -c shared_buffers=1024MB
+```
+
+## TPC-H
+
+1. Download TPC-H toolkit and compile:
+```
+git clone https://github.com/gregrahn/tpch-kit.git
+cd tpch-kit/dbgen && make MACHINE=LINUX DATABASE=POSTGRESQL
+```
+
+2. Generate `LINEITEM` table with scale factor 10
+```
+# Generate all tables
+./dbgen -s 10
+
+# Alternatively you can only generate LINEITEM table using -T option
+./dbgen -s 10 -T L
+```
+
+3. Create table and load schema
+```
+createdb -h localhost -U postgres tpch
+psql -h localhost -U postgres -d tpch < dss.ddl
+```
+
+4. Load data into PostgreSQL
+```
+psql -h localhost -U postgres -d tpch -c "\copy LINEITEM FROM '$YOUR_TPCH_DIR/tpch-kit/dbgen/lineitem.tbl' DELIMITER '|' ENCODING 'LATIN1';"
+```
+
+5. Create index for `LINEITEM` on `l_orderkey`
+```
+psql -h localhost -U postgres -d tpch -c "CREATE INDEX lineitem_l_orderkey_idx ON LINEITEM USING btree (l_orderkey);"
+```
+
+## Redshift: Upload TPC-H
+> Note: For Redshift, AWS has already hosted TPC-H data in public s3. We borrow the uploading script from [amazon-redshift-utils](https://github.com/awslabs/amazon-redshift-utils/blob/master/src/CloudDataWarehouseBenchmark/Cloud-DWB-Derived-from-TPCH/3TB/ddl.sql). We only modified `LINEITEM`'s sortkey from `(l_shipdate,l_orderkey)` to `(l_orderkey)`.
+
+1. Make the following changes in the COPY commands of `script/benchmarks/tpch-reshift.sql`:
+
+   1. Change `credentials` accordingly from Redshift.
+   2. (Optional) Change TPC-H data size in `from` s3 string. Currently it is 10GB (equivilant to TPC-H scale factor 10). It can be change to 3TB.
+ 
+2. Run modified `tpch-reshift.sql` for Redshift:
+```
+psql -h <endpoint> -U <userid> -d <databasename> -p <port> -f tpch-reshift.sql
+```
+
+# Benchmark result on AWS r5.4xlarge
+
+We load the lineitem table of TPC-H @ scale=10 into a r5.4xlarge EC2 machine on AWS for each database, and then run ConnectorX to download data from the database
+on another r5.4xlarge machine, with the following command:
+
+```python
+import connectorx as cx
+
+cx.read_sql("connection string", "SELECT * FROM lineitem", partition_on="l_orderkey", partition_num=4)
+```
+
+Here are the baselines we compare againt:
+* Pandas
+* Modin
+* Dask
+* Turbodbc
+
+Since Modin and Dask support parallel execution, we use the same number of cores (4) to run them. For Turbodbc, we use the result NumPy arrays to construct the final Pandas.DataFrame for a fair comparison.
+
+## Postgres (db.m6g.4xlarge RDS)
+
+## Time chart, lower is better.
+
+<p align="center"><img alt="time chart" src="https://raw.githubusercontent.com/sfu-db/connector-agent/main/assets/pg-time.png"/></p>
+
+## Memory consumption chart, lower is better.
+
+<p align="center"><img alt="memory chart" src="https://raw.githubusercontent.com/sfu-db/connector-agent/main/assets/pg-mem.png"/></p>
+
+In conclusion, ConnectorX uses **3x** less memory and **13x** less time compared with Pandas.
+
+## MySQL (db.m6g.4xlarge RDS)
+
+
+## Time chart, lower is better.
+
+<p align="center"><img alt="time chart" src="https://raw.githubusercontent.com/sfu-db/connector-agent/main/assets/mysql-time.png"/></p>
+
+## Memory consumption chart, lower is better.
+
+<p align="center"><img alt="memory chart" src="https://raw.githubusercontent.com/sfu-db/connector-agent/main/assets/mysql-mem.png"/></p>
+
+In conclusion, ConnectorX uses **3x** less memory and **8x** less time compared with Pandas.
+
+
+## SQLite (r5.4xlarge EC2 same instance)
+
+**Turbodbc does not support read_sql on SQLite**
+
+## Time chart, lower is better.
+
+<p align="center"><img alt="time chart" src="https://raw.githubusercontent.com/sfu-db/connector-agent/main/assets/sqlite-time.png"/></p>
+
+## Memory consumption chart, lower is better.
+
+<p align="center"><img alt="memory chart" src="https://raw.githubusercontent.com/sfu-db/connector-agent/main/assets/sqlite-mem.png"/></p>
+
+In conclusion, ConnectorX uses **2x** less memory and **5x** less time compared with Pandas.
+
+
+## Oracle (db.r5.4xlarge RDS)
+
+**Modin and Turbodbc does not support read_sql on Oracle**
+
+## Time chart, lower is better.
+
+<p align="center"><img alt="time chart" src="https://raw.githubusercontent.com/sfu-db/connector-x/main/assets/oracle-time.png"/></p>
+
+## Memory consumption chart, lower is better.
+
+<p align="center"><img alt="memory chart" src="https://raw.githubusercontent.com/sfu-db/connector-x/main/assets/oracle-mem.png"/></p>
+
+In conclusion, ConnectorX uses **3x** less memory and **3x** less time compared with Pandas.
+
+
+
+## Mssql (r5.4xlarge docker in another EC2 instance)
+
+**Modin does not support read_sql on Mssql**
+
+## Time chart, lower is better.
+
+<p align="center"><img alt="time chart" src="https://raw.githubusercontent.com/sfu-db/connector-x/main/assets/mssql-time.png"/></p>
+
+## Memory consumption chart, lower is better.
+
+<p align="center"><img alt="memory chart" src="https://raw.githubusercontent.com/sfu-db/connector-x/main/assets/mssql-mem.png"/></p>
+
+In conclusion, ConnectorX uses **3x** less memory and **14x** less time compared with Pandas.
diff --git a/CONTRIBUTING.md b/CONTRIBUTING.md
new file mode 100644
index 0000000..dba6963
--- /dev/null
+++ b/CONTRIBUTING.md
@@ -0,0 +1,81 @@
+# Developer's Guide
+
+This doc describes how you can get started at developing ConnectorX.
+
+## Environment Setup
+
+### Install tools and dependencies
+
+Please check out [here](https://sfu-db.github.io/connector-x/install.html#build-from-source-code)
+
+
+### Run tests
+
+* Set up environment variables by creating a `.env` file under project directory. Here is an example:
+```
+# postgres
+POSTGRES_URL=postgresql://username:password@hostname:5432/db
+
+# mysql
+MYSQL_HOST=hostname
+MYSQL_PORT=3306
+MYSQL_DB=db
+MYSQL_USER=username
+MYSQL_PASSWORD=password
+MYSQL_URL=mysql://${MYSQL_USER}:${MYSQL_PASSWORD}@${MYSQL_HOST}:${MYSQL_PORT}/${MYSQL_DB}
+
+# sqlite
+SQLITE_URL=sqlite://db_dir
+
+# mssql
+MSSQL_HOST=hostname
+MSSQL_PORT=1433
+MSSQL_USER=username
+MSSQL_PASSWORD=password
+MSSQL_DB=db
+MSSQL_URL=mssql://username:password@hostname:1433/db
+
+# log
+RUST_LOG=connectorx=debug,connectorx_python=debug
+
+# benchmark related
+TPCH_TABLE=lineitem
+MODIN_ENGINE=dask
+
+```
+
+* Seed database: `just seed-db`
+* Run Rust tests: `just test`
+* Run Python tests: `just test-python [-k {test case keyword}]`
+
+### Other commands
+
+* Format the code: `cargo fmt`
+
+## How to Add a New Source
+
+* Implement source related logics, including:
+  * Define the type system of the new source
+  * Implement data fetching and parsing logics
+  * Examples can be found [here](https://github.com/sfu-db/connector-x/blob/main/connectorx/src/sources)
+* Define the conversion between the new source and existing destinations
+  * Examples can be found [here](https://github.com/sfu-db/connector-x/tree/main/connectorx/src/transports) and [here](https://github.com/sfu-db/connector-x/tree/main/connectorx-python/src/pandas/transports)
+* Make the new source visable to destinations, including:
+  * Add the source to the [source_router](https://github.com/sfu-db/connector-x/blob/main/connectorx-python/src/source_router.rs)
+  * Add the source to writing functions of each destination. Here are examples for [pandas](https://github.com/sfu-db/connector-x/blob/main/connectorx-python/src/pandas/mod.rs) and [arrow](https://github.com/sfu-db/connector-x/blob/main/connectorx-python/src/arrow.rs)
+* Add corresponding unit tests under `connectorx/tests` for Rust and `connectorx-python/connectorx/tests` for Python
+
+**Please check out [here](https://sfu-db.github.io/connector-x/connectorx/#extending-connectorx) for more detailed implementation instructions of how to extend ConnectorX.**
+
+## How to Add a New Destination
+
+* Implement destination related logics, including:
+  * Define the type system of the new destination
+  * Implement data writing logics
+  * Implement the writing interface of destination
+  * Here are examples for [arrow](https://github.com/sfu-db/connector-x/tree/main/connectorx/src/destinations/arrow) and [pandas](https://github.com/sfu-db/connector-x/tree/main/connectorx-python/src/pandas)
+* Define the conversion between existing source and the new destination
+  * Examples can be found [here](https://github.com/sfu-db/connector-x/tree/main/connectorx/src/transports) and [here](https://github.com/sfu-db/connector-x/tree/main/connectorx-python/src/pandas/transports)
+* Add corresponding unit tests under `connectorx/tests` for Rust and `connectorx-python/connectorx/tests` for Python
+
+**Please check out [here](https://sfu-db.github.io/connector-x/connectorx/#extending-connectorx) for more detailed implementation instructions of how to extend ConnectorX.**
diff --git a/Cargo.lock b/Cargo.lock
new file mode 100644
index 0000000..c640e98
--- /dev/null
+++ b/Cargo.lock
@@ -0,0 +1,5659 @@
+# This file is automatically @generated by Cargo.
+# It is not intended for manual editing.
+version = 3
+
+[[package]]
+name = "addr2line"
+version = "0.21.0"
+source = "registry+https://github.com/rust-lang/crates.io-index"
+checksum = "8a30b2e23b9e17a9f90641c7ab1549cd9b44f296d3ccbf309d2863cfe398a0cb"
+dependencies = [
+ "gimli",
+]
+
+[[package]]
+name = "adler"
+version = "1.0.2"
+source = "registry+https://github.com/rust-lang/crates.io-index"
+checksum = "f26201604c87b1e01bd3d98f8d5d9a8fcbb815e8cedb41ffccbeb4bf593a35fe"
+
+[[package]]
+name = "ahash"
+version = "0.7.6"
+source = "registry+https://github.com/rust-lang/crates.io-index"
+checksum = "fcb51a0695d8f838b1ee009b3fbf66bda078cd64590202a864a8f3e8c4315c47"
+dependencies = [
+ "getrandom 0.2.10",
+ "once_cell",
+ "version_check",
+]
+
+[[package]]
+name = "ahash"
+version = "0.8.3"
+source = "registry+https://github.com/rust-lang/crates.io-index"
+checksum = "2c99f64d1e06488f620f932677e24bc6e2897582980441ae90a671415bd7ec2f"
+dependencies = [
+ "cfg-if",
+ "const-random",
+ "getrandom 0.2.10",
+ "once_cell",
+ "version_check",
+]
+
+[[package]]
+name = "aho-corasick"
+version = "1.0.5"
+source = "registry+https://github.com/rust-lang/crates.io-index"
+checksum = "0c378d78423fdad8089616f827526ee33c19f2fddbd5de1629152c9593ba4783"
+dependencies = [
+ "memchr",
+]
+
+[[package]]
+name = "alloc-no-stdlib"
+version = "2.0.4"
+source = "registry+https://github.com/rust-lang/crates.io-index"
+checksum = "cc7bb162ec39d46ab1ca8c77bf72e890535becd1751bb45f64c597edb4c8c6b3"
+
+[[package]]
+name = "alloc-stdlib"
+version = "0.2.2"
+source = "registry+https://github.com/rust-lang/crates.io-index"
+checksum = "94fb8275041c72129eb51b7d0322c29b8387a0386127718b096429201a5d6ece"
+dependencies = [
+ "alloc-no-stdlib",
+]
+
+[[package]]
+name = "allocator-api2"
+version = "0.2.16"
+source = "registry+https://github.com/rust-lang/crates.io-index"
+checksum = "0942ffc6dcaadf03badf6e6a2d0228460359d5e34b57ccdc720b7382dfbd5ec5"
+
+[[package]]
+name = "android-tzdata"
+version = "0.1.1"
+source = "registry+https://github.com/rust-lang/crates.io-index"
+checksum = "e999941b234f3131b00bc13c22d06e8c5ff726d1b6318ac7eb276997bbb4fef0"
+
+[[package]]
+name = "android_system_properties"
+version = "0.1.5"
+source = "registry+https://github.com/rust-lang/crates.io-index"
+checksum = "819e7219dbd41043ac279b19830f2efc897156490d7fd6ea916720117ee66311"
+dependencies = [
+ "libc",
+]
+
+[[package]]
+name = "ansi_term"
+version = "0.12.1"
+source = "registry+https://github.com/rust-lang/crates.io-index"
+checksum = "d52a9bb7ec0cf484c551830a7ce27bd20d67eac647e1befb56b0be4ee39a55d2"
+dependencies = [
+ "winapi",
+]
+
+[[package]]
+name = "anyhow"
+version = "1.0.75"
+source = "registry+https://github.com/rust-lang/crates.io-index"
+checksum = "a4668cab20f66d8d020e1fbc0ebe47217433c1b6c8f2040faf858554e394ace6"
+
+[[package]]
+name = "argminmax"
+version = "0.6.1"
+source = "registry+https://github.com/rust-lang/crates.io-index"
+checksum = "202108b46429b765ef483f8a24d5c46f48c14acfdacc086dd4ab6dddf6bcdbd2"
+dependencies = [
+ "num-traits",
+]
+
+[[package]]
+name = "array-init-cursor"
+version = "0.2.0"
+source = "registry+https://github.com/rust-lang/crates.io-index"
+checksum = "bf7d0a018de4f6aa429b9d33d69edf69072b1c5b1cb8d3e4a5f7ef898fc3eb76"
+
+[[package]]
+name = "arrayref"
+version = "0.3.7"
+source = "registry+https://github.com/rust-lang/crates.io-index"
+checksum = "6b4930d2cb77ce62f89ee5d5289b4ac049559b1c45539271f5ed4fdc7db34545"
+
+[[package]]
+name = "arrayvec"
+version = "0.7.4"
+source = "registry+https://github.com/rust-lang/crates.io-index"
+checksum = "96d30a06541fbafbc7f82ed10c06164cfbd2c401138f6addd8404629c4b16711"
+
+[[package]]
+name = "arrow"
+version = "46.0.0"
+source = "registry+https://github.com/rust-lang/crates.io-index"
+checksum = "04a8801ebb147ad240b2d978d3ab9f73c9ccd4557ba6a03e7800496770ed10e0"
+dependencies = [
+ "ahash 0.8.3",
+ "arrow-arith",
+ "arrow-array",
+ "arrow-buffer",
+ "arrow-cast",
+ "arrow-csv",
+ "arrow-data",
+ "arrow-ipc",
+ "arrow-json",
+ "arrow-ord",
+ "arrow-row",
+ "arrow-schema",
+ "arrow-select",
+ "arrow-string",
+]
+
+[[package]]
+name = "arrow-arith"
+version = "46.0.0"
+source = "registry+https://github.com/rust-lang/crates.io-index"
+checksum = "895263144bd4a69751cbe6a34a53f26626e19770b313a9fa792c415cd0e78f11"
+dependencies = [
+ "arrow-array",
+ "arrow-buffer",
+ "arrow-data",
+ "arrow-schema",
+ "chrono",
+ "half 2.3.1",
+ "num",
+]
+
+[[package]]
+name = "arrow-array"
+version = "46.0.0"
+source = "registry+https://github.com/rust-lang/crates.io-index"
+checksum = "226fdc6c3a4ae154a74c24091d36a90b514f0ed7112f5b8322c1d8f354d8e20d"
+dependencies = [
+ "ahash 0.8.3",
+ "arrow-buffer",
+ "arrow-data",
+ "arrow-schema",
+ "chrono",
+ "chrono-tz",
+ "half 2.3.1",
+ "hashbrown 0.14.0",
+ "num",
+]
+
+[[package]]
+name = "arrow-buffer"
+version = "46.0.0"
+source = "registry+https://github.com/rust-lang/crates.io-index"
+checksum = "fc4843af4dd679c2f35b69c572874da8fde33be53eb549a5fb128e7a4b763510"
+dependencies = [
+ "bytes",
+ "half 2.3.1",
+ "num",
+]
+
+[[package]]
+name = "arrow-cast"
+version = "46.0.0"
+source = "registry+https://github.com/rust-lang/crates.io-index"
+checksum = "35e8b9990733a9b635f656efda3c9b8308c7a19695c9ec2c7046dd154f9b144b"
+dependencies = [
+ "arrow-array",
+ "arrow-buffer",
+ "arrow-data",
+ "arrow-schema",
+ "arrow-select",
+ "chrono",
+ "comfy-table",
+ "half 2.3.1",
+ "lexical-core",
+ "num",
+]
+
+[[package]]
+name = "arrow-csv"
+version = "46.0.0"
+source = "registry+https://github.com/rust-lang/crates.io-index"
+checksum = "646fbb4e11dd0afb8083e883f53117713b8caadb4413b3c9e63e3f535da3683c"
+dependencies = [
+ "arrow-array",
+ "arrow-buffer",
+ "arrow-cast",
+ "arrow-data",
+ "arrow-schema",
+ "chrono",
+ "csv",
+ "csv-core",
+ "lazy_static",
+ "lexical-core",
+ "regex",
+]
+
+[[package]]
+name = "arrow-data"
+version = "46.0.0"
+source = "registry+https://github.com/rust-lang/crates.io-index"
+checksum = "da900f31ff01a0a84da0572209be72b2b6f980f3ea58803635de47913191c188"
+dependencies = [
+ "arrow-buffer",
+ "arrow-schema",
+ "half 2.3.1",
+ "num",
+]
+
+[[package]]
+name = "arrow-format"
+version = "0.8.1"
+source = "registry+https://github.com/rust-lang/crates.io-index"
+checksum = "07884ea216994cdc32a2d5f8274a8bee979cfe90274b83f86f440866ee3132c7"
+dependencies = [
+ "planus",
+ "serde",
+]
+
+[[package]]
+name = "arrow-ipc"
+version = "46.0.0"
+source = "registry+https://github.com/rust-lang/crates.io-index"
+checksum = "2707a8d7ee2d345d045283ece3ae43416175873483e5d96319c929da542a0b1f"
+dependencies = [
+ "arrow-array",
+ "arrow-buffer",
+ "arrow-cast",
+ "arrow-data",
+ "arrow-schema",
+ "flatbuffers",
+]
+
+[[package]]
+name = "arrow-json"
+version = "46.0.0"
+source = "registry+https://github.com/rust-lang/crates.io-index"
+checksum = "5d1b91a63c356d14eedc778b76d66a88f35ac8498426bb0799a769a49a74a8b4"
+dependencies = [
+ "arrow-array",
+ "arrow-buffer",
+ "arrow-cast",
+ "arrow-data",
+ "arrow-schema",
+ "chrono",
+ "half 2.3.1",
+ "indexmap 2.0.0",
+ "lexical-core",
+ "num",
+ "serde",
+ "serde_json",
+]
+
+[[package]]
+name = "arrow-ord"
+version = "46.0.0"
+source = "registry+https://github.com/rust-lang/crates.io-index"
+checksum = "584325c91293abbca7aaaabf8da9fe303245d641f5f4a18a6058dc68009c7ebf"
+dependencies = [
+ "arrow-array",
+ "arrow-buffer",
+ "arrow-data",
+ "arrow-schema",
+ "arrow-select",
+ "half 2.3.1",
+ "num",
+]
+
+[[package]]
+name = "arrow-row"
+version = "46.0.0"
+source = "registry+https://github.com/rust-lang/crates.io-index"
+checksum = "0e32afc1329f7b372463b21c6ca502b07cf237e1ed420d87706c1770bb0ebd38"
+dependencies = [
+ "ahash 0.8.3",
+ "arrow-array",
+ "arrow-buffer",
+ "arrow-data",
+ "arrow-schema",
+ "half 2.3.1",
+ "hashbrown 0.14.0",
+]
+
+[[package]]
+name = "arrow-schema"
+version = "46.0.0"
+source = "registry+https://github.com/rust-lang/crates.io-index"
+checksum = "b104f5daa730f00fde22adc03a12aa5a2ae9ccbbf99cbd53d284119ddc90e03d"
+dependencies = [
+ "bitflags 2.4.0",
+]
+
+[[package]]
+name = "arrow-select"
+version = "46.0.0"
+source = "registry+https://github.com/rust-lang/crates.io-index"
+checksum = "73b3ca55356d1eae07cf48808d8c462cea674393ae6ad1e0b120f40b422eb2b4"
+dependencies = [
+ "arrow-array",
+ "arrow-buffer",
+ "arrow-data",
+ "arrow-schema",
+ "num",
+]
+
+[[package]]
+name = "arrow-string"
+version = "46.0.0"
+source = "registry+https://github.com/rust-lang/crates.io-index"
+checksum = "af1433ce02590cae68da0a18ed3a3ed868ffac2c6f24c533ddd2067f7ee04b4a"
+dependencies = [
+ "arrow-array",
+ "arrow-buffer",
+ "arrow-data",
+ "arrow-schema",
+ "arrow-select",
+ "num",
+ "regex",
+ "regex-syntax 0.7.5",
+]
+
+[[package]]
+name = "arrow2"
+version = "0.17.4"
+source = "registry+https://github.com/rust-lang/crates.io-index"
+checksum = "59c468daea140b747d781a1da9f7db5f0a8e6636d4af20cc539e43d05b0604fa"
+dependencies = [
+ "ahash 0.8.3",
+ "arrow-format",
+ "bytemuck",
+ "chrono",
+ "dyn-clone",
+ "either",
+ "ethnum",
+ "foreign_vec",
+ "futures",
+ "getrandom 0.2.10",
+ "hash_hasher",
+ "lexical-core",
+ "lz4",
+ "multiversion",
+ "num-traits",
+ "regex",
+ "regex-syntax 0.6.29",
+ "rustc_version",
+ "simdutf8",
+ "strength_reduce",
+ "zstd",
+]
+
+[[package]]
+name = "async-channel"
+version = "1.9.0"
+source = "registry+https://github.com/rust-lang/crates.io-index"
+checksum = "81953c529336010edd6d8e358f886d9581267795c61b19475b71314bffa46d35"
+dependencies = [
+ "concurrent-queue",
+ "event-listener",
+ "futures-core",
+]
+
+[[package]]
+name = "async-compression"
+version = "0.4.3"
+source = "registry+https://github.com/rust-lang/crates.io-index"
+checksum = "bb42b2197bf15ccb092b62c74515dbd8b86d0effd934795f6687c93b6e679a2c"
+dependencies = [
+ "bzip2",
+ "flate2",
+ "futures-core",
+ "futures-io",
+ "memchr",
+ "pin-project-lite",
+ "tokio",
+ "xz2",
+ "zstd",
+ "zstd-safe",
+]
+
+[[package]]
+name = "async-lock"
+version = "2.8.0"
+source = "registry+https://github.com/rust-lang/crates.io-index"
+checksum = "287272293e9d8c41773cec55e365490fe034813a2f172f502d6ddcf75b2f582b"
+dependencies = [
+ "event-listener",
+]
+
+[[package]]
+name = "async-native-tls"
+version = "0.3.3"
+source = "registry+https://github.com/rust-lang/crates.io-index"
+checksum = "9e9e7a929bd34c68a82d58a4de7f86fffdaf97fb2af850162a7bb19dd7269b33"
+dependencies = [
+ "async-std",
+ "native-tls",
+ "thiserror",
+ "url",
+]
+
+[[package]]
+name = "async-std"
+version = "1.12.0"
+source = "registry+https://github.com/rust-lang/crates.io-index"
+checksum = "62565bb4402e926b29953c785397c6dc0391b7b446e45008b0049eb43cec6f5d"
+dependencies = [
+ "async-channel",
+ "async-lock",
+ "crossbeam-utils",
+ "futures-channel",
+ "futures-core",
+ "futures-io",
+ "memchr",
+ "once_cell",
+ "pin-project-lite",
+ "pin-utils",
+ "slab",
+ "wasm-bindgen-futures",
+]
+
+[[package]]
+name = "async-stream"
+version = "0.2.1"
+source = "registry+https://github.com/rust-lang/crates.io-index"
+checksum = "22068c0c19514942eefcfd4daf8976ef1aad84e61539f95cd200c35202f80af5"
+dependencies = [
+ "async-stream-impl 0.2.1",
+ "futures-core",
+]
+
+[[package]]
+name = "async-stream"
+version = "0.3.5"
+source = "registry+https://github.com/rust-lang/crates.io-index"
+checksum = "cd56dd203fef61ac097dd65721a419ddccb106b2d2b70ba60a6b529f03961a51"
+dependencies = [
+ "async-stream-impl 0.3.5",
+ "futures-core",
+ "pin-project-lite",
+]
+
+[[package]]
+name = "async-stream-impl"
+version = "0.2.1"
+source = "registry+https://github.com/rust-lang/crates.io-index"
+checksum = "25f9db3b38af870bf7e5cc649167533b493928e50744e2c30ae350230b414670"
+dependencies = [
+ "proc-macro2",
+ "quote",
+ "syn 1.0.109",
+]
+
+[[package]]
+name = "async-stream-impl"
+version = "0.3.5"
+source = "registry+https://github.com/rust-lang/crates.io-index"
+checksum = "16e62a023e7c117e27523144c5d2459f4397fcc3cab0085af8e2224f643a0193"
+dependencies = [
+ "proc-macro2",
+ "quote",
+ "syn 2.0.33",
+]
+
+[[package]]
+name = "async-trait"
+version = "0.1.73"
+source = "registry+https://github.com/rust-lang/crates.io-index"
+checksum = "bc00ceb34980c03614e35a3a4e218276a0a824e911d07651cd0d858a51e8c0f0"
+dependencies = [
+ "proc-macro2",
+ "quote",
+ "syn 2.0.33",
+]
+
+[[package]]
+name = "asynchronous-codec"
+version = "0.5.0"
+source = "registry+https://github.com/rust-lang/crates.io-index"
+checksum = "fb4401f0a3622dad2e0763fa79e0eb328bc70fb7dccfdd645341f00d671247d6"
+dependencies = [
+ "bytes",
+ "futures-sink",
+ "futures-util",
+ "memchr",
+ "pin-project-lite",
+]
+
+[[package]]
+name = "atoi"
+version = "2.0.0"
+source = "registry+https://github.com/rust-lang/crates.io-index"
+checksum = "f28d99ec8bfea296261ca1af174f24225171fea9664ba9003cbebee704810528"
+dependencies = [
+ "num-traits",
+]
+
+[[package]]
+name = "atty"
+version = "0.2.14"
+source = "registry+https://github.com/rust-lang/crates.io-index"
+checksum = "d9b39be18770d11421cdb1b9947a45dd3f37e93092cbf377614828a319d5fee8"
+dependencies = [
+ "hermit-abi 0.1.19",
+ "libc",
+ "winapi",
+]
+
+[[package]]
+name = "autocfg"
+version = "1.1.0"
+source = "registry+https://github.com/rust-lang/crates.io-index"
+checksum = "d468802bab17cbc0cc575e9b053f41e72aa36bfa6b7f55e3529ffa43161b97fa"
+
+[[package]]
+name = "backtrace"
+version = "0.3.69"
+source = "registry+https://github.com/rust-lang/crates.io-index"
+checksum = "2089b7e3f35b9dd2d0ed921ead4f6d318c27680d4a5bd167b3ee120edb105837"
+dependencies = [
+ "addr2line",
+ "cc",
+ "cfg-if",
+ "libc",
+ "miniz_oxide",
+ "object",
+ "rustc-demangle",
+]
+
+[[package]]
+name = "base64"
+version = "0.13.1"
+source = "registry+https://github.com/rust-lang/crates.io-index"
+checksum = "9e1b586273c5702936fe7b7d6896644d8be71e6314cfe09d3167c95f712589e8"
+
+[[package]]
+name = "base64"
+version = "0.21.4"
+source = "registry+https://github.com/rust-lang/crates.io-index"
+checksum = "9ba43ea6f343b788c8764558649e08df62f86c6ef251fdaeb1ffd010a9ae50a2"
+
+[[package]]
+name = "bb8"
+version = "0.7.1"
+source = "registry+https://github.com/rust-lang/crates.io-index"
+checksum = "2e9f4fa9768efd269499d8fba693260cfc670891cf6de3adc935588447a77cc8"
+dependencies = [
+ "async-trait",
+ "futures-channel",
+ "futures-util",
+ "parking_lot 0.11.2",
+ "tokio",
+]
+
+[[package]]
+name = "bb8-tiberius"
+version = "0.5.2"
+source = "registry+https://github.com/rust-lang/crates.io-index"
+checksum = "648d5365b34a2a362d5b8790d3c1b230d263d2377e563c76cb79c10d326b917e"
+dependencies = [
+ "async-trait",
+ "bb8",
+ "futures",
+ "thiserror",
+ "tiberius",
+ "tokio",
+ "tokio-util 0.6.10",
+]
+
+[[package]]
+name = "bigdecimal"
+version = "0.3.1"
+source = "registry+https://github.com/rust-lang/crates.io-index"
+checksum = "a6773ddc0eafc0e509fb60e48dff7f450f8e674a0686ae8605e8d9901bd5eefa"
+dependencies = [
+ "num-bigint",
+ "num-integer",
+ "num-traits",
+]
+
+[[package]]
+name = "bindgen"
+version = "0.59.2"
+source = "registry+https://github.com/rust-lang/crates.io-index"
+checksum = "2bd2a9a458e8f4304c52c43ebb0cfbd520289f8379a52e329a38afda99bf8eb8"
+dependencies = [
+ "bitflags 1.3.2",
+ "cexpr",
+ "clang-sys",
+ "clap",
+ "env_logger",
+ "lazy_static",
+ "lazycell",
+ "log",
+ "peeking_take_while",
+ "proc-macro2",
+ "quote",
+ "regex",
+ "rustc-hash",
+ "shlex",
+ "which",
+]
+
+[[package]]
+name = "bitflags"
+version = "1.3.2"
+source = "registry+https://github.com/rust-lang/crates.io-index"
+checksum = "bef38d45163c2f1dde094a7dfd33ccf595c92905c8f8f4fdc18d06fb1037718a"
+
+[[package]]
+name = "bitflags"
+version = "2.4.0"
+source = "registry+https://github.com/rust-lang/crates.io-index"
+checksum = "b4682ae6287fcf752ecaabbfcc7b6f9b72aa33933dc23a554d853aea8eea8635"
+
+[[package]]
+name = "bitvec"
+version = "1.0.1"
+source = "registry+https://github.com/rust-lang/crates.io-index"
+checksum = "1bc2832c24239b0141d5674bb9174f9d68a8b5b3f2753311927c172ca46f7e9c"
+dependencies = [
+ "funty",
+ "radium",
+ "tap",
+ "wyz",
+]
+
+[[package]]
+name = "blake2"
+version = "0.10.6"
+source = "registry+https://github.com/rust-lang/crates.io-index"
+checksum = "46502ad458c9a52b69d4d4d32775c788b7a1b85e8bc9d482d92250fc0e3f8efe"
+dependencies = [
+ "digest",
+]
+
+[[package]]
+name = "blake3"
+version = "1.4.1"
+source = "registry+https://github.com/rust-lang/crates.io-index"
+checksum = "199c42ab6972d92c9f8995f086273d25c42fc0f7b2a1fcefba465c1352d25ba5"
+dependencies = [
+ "arrayref",
+ "arrayvec",
+ "cc",
+ "cfg-if",
+ "constant_time_eq",
+ "digest",
+]
+
+[[package]]
+name = "block-buffer"
+version = "0.10.4"
+source = "registry+https://github.com/rust-lang/crates.io-index"
+checksum = "3078c7629b62d3f0439517fa394996acacc5cbc91c5a20d8c658e77abd503a71"
+dependencies = [
+ "generic-array",
+]
+
+[[package]]
+name = "borsh"
+version = "0.10.3"
+source = "registry+https://github.com/rust-lang/crates.io-index"
+checksum = "4114279215a005bc675e386011e594e1d9b800918cea18fcadadcce864a2046b"
+dependencies = [
+ "borsh-derive",
+ "hashbrown 0.13.2",
+]
+
+[[package]]
+name = "borsh-derive"
+version = "0.10.3"
+source = "registry+https://github.com/rust-lang/crates.io-index"
+checksum = "0754613691538d51f329cce9af41d7b7ca150bc973056f1156611489475f54f7"
+dependencies = [
+ "borsh-derive-internal",
+ "borsh-schema-derive-internal",
+ "proc-macro-crate",
+ "proc-macro2",
+ "syn 1.0.109",
+]
+
+[[package]]
+name = "borsh-derive-internal"
+version = "0.10.3"
+source = "registry+https://github.com/rust-lang/crates.io-index"
+checksum = "afb438156919598d2c7bad7e1c0adf3d26ed3840dbc010db1a882a65583ca2fb"
+dependencies = [
+ "proc-macro2",
+ "quote",
+ "syn 1.0.109",
+]
+
+[[package]]
+name = "borsh-schema-derive-internal"
+version = "0.10.3"
+source = "registry+https://github.com/rust-lang/crates.io-index"
+checksum = "634205cc43f74a1b9046ef87c4540ebda95696ec0f315024860cad7c5b0f5ccd"
+dependencies = [
+ "proc-macro2",
+ "quote",
+ "syn 1.0.109",
+]
+
+[[package]]
+name = "brotli"
+version = "3.3.4"
+source = "registry+https://github.com/rust-lang/crates.io-index"
+checksum = "a1a0b1dbcc8ae29329621f8d4f0d835787c1c38bb1401979b49d13b0b305ff68"
+dependencies = [
+ "alloc-no-stdlib",
+ "alloc-stdlib",
+ "brotli-decompressor",
+]
+
+[[package]]
+name = "brotli-decompressor"
+version = "2.3.4"
+source = "registry+https://github.com/rust-lang/crates.io-index"
+checksum = "4b6561fd3f895a11e8f72af2cb7d22e08366bebc2b6b57f7744c4bda27034744"
+dependencies = [
+ "alloc-no-stdlib",
+ "alloc-stdlib",
+]
+
+[[package]]
+name = "bufstream"
+version = "0.1.4"
+source = "registry+https://github.com/rust-lang/crates.io-index"
+checksum = "40e38929add23cdf8a366df9b0e088953150724bcbe5fc330b0d8eb3b328eec8"
+
+[[package]]
+name = "bumpalo"
+version = "3.13.0"
+source = "registry+https://github.com/rust-lang/crates.io-index"
+checksum = "a3e2c3daef883ecc1b5d58c15adae93470a91d425f3532ba1695849656af3fc1"
+
+[[package]]
+name = "bytecheck"
+version = "0.6.11"
+source = "registry+https://github.com/rust-lang/crates.io-index"
+checksum = "8b6372023ac861f6e6dc89c8344a8f398fb42aaba2b5dbc649ca0c0e9dbcb627"
+dependencies = [
+ "bytecheck_derive",
+ "ptr_meta",
+ "simdutf8",
+]
+
+[[package]]
+name = "bytecheck_derive"
+version = "0.6.11"
+source = "registry+https://github.com/rust-lang/crates.io-index"
+checksum = "a7ec4c6f261935ad534c0c22dbef2201b45918860eb1c574b972bd213a76af61"
+dependencies = [
+ "proc-macro2",
+ "quote",
+ "syn 1.0.109",
+]
+
+[[package]]
+name = "bytemuck"
+version = "1.14.0"
+source = "registry+https://github.com/rust-lang/crates.io-index"
+checksum = "374d28ec25809ee0e23827c2ab573d729e293f281dfe393500e7ad618baa61c6"
+dependencies = [
+ "bytemuck_derive",
+]
+
+[[package]]
+name = "bytemuck_derive"
+version = "1.5.0"
+source = "registry+https://github.com/rust-lang/crates.io-index"
+checksum = "965ab7eb5f8f97d2a083c799f3a1b994fc397b2fe2da5d1da1626ce15a39f2b1"
+dependencies = [
+ "proc-macro2",
+ "quote",
+ "syn 2.0.33",
+]
+
+[[package]]
+name = "byteorder"
+version = "1.4.3"
+source = "registry+https://github.com/rust-lang/crates.io-index"
+checksum = "14c189c53d098945499cdfa7ecc63567cf3886b3332b312a5b4585d8d3a6a610"
+
+[[package]]
+name = "bytes"
+version = "1.5.0"
+source = "registry+https://github.com/rust-lang/crates.io-index"
+checksum = "a2bd12c1caf447e69cd4528f47f94d203fd2582878ecb9e9465484c4148a8223"
+
+[[package]]
+name = "bzip2"
+version = "0.4.4"
+source = "registry+https://github.com/rust-lang/crates.io-index"
+checksum = "bdb116a6ef3f6c3698828873ad02c3014b3c85cadb88496095628e3ef1e347f8"
+dependencies = [
+ "bzip2-sys",
+ "libc",
+]
+
+[[package]]
+name = "bzip2-sys"
+version = "0.1.11+1.0.8"
+source = "registry+https://github.com/rust-lang/crates.io-index"
+checksum = "736a955f3fa7875102d57c82b8cac37ec45224a07fd32d58f9f7a186b6cd4cdc"
+dependencies = [
+ "cc",
+ "libc",
+ "pkg-config",
+]
+
+[[package]]
+name = "cast"
+version = "0.3.0"
+source = "registry+https://github.com/rust-lang/crates.io-index"
+checksum = "37b2a672a2cb129a2e41c10b1224bb368f9f37a2b16b612598138befd7b37eb5"
+
+[[package]]
+name = "cc"
+version = "1.0.83"
+source = "registry+https://github.com/rust-lang/crates.io-index"
+checksum = "f1174fb0b6ec23863f8b971027804a42614e347eafb0a95bf0b12cdae21fc4d0"
+dependencies = [
+ "jobserver",
+ "libc",
+]
+
+[[package]]
+name = "cesu8"
+version = "1.1.0"
+source = "registry+https://github.com/rust-lang/crates.io-index"
+checksum = "6d43a04d8753f35258c91f8ec639f792891f748a1edbd759cf1dcea3382ad83c"
+
+[[package]]
+name = "cexpr"
+version = "0.6.0"
+source = "registry+https://github.com/rust-lang/crates.io-index"
+checksum = "6fac387a98bb7c37292057cffc56d62ecb629900026402633ae9160df93a8766"
+dependencies = [
+ "nom",
+]
+
+[[package]]
+name = "cfg-if"
+version = "1.0.0"
+source = "registry+https://github.com/rust-lang/crates.io-index"
+checksum = "baf1de4339761588bc0619e3cbc0120ee582ebb74b53b4efbf79117bd2da40fd"
+
+[[package]]
+name = "chrono"
+version = "0.4.30"
+source = "registry+https://github.com/rust-lang/crates.io-index"
+checksum = "defd4e7873dbddba6c7c91e199c7fcb946abc4a6a4ac3195400bcfb01b5de877"
+dependencies = [
+ "android-tzdata",
+ "iana-time-zone",
+ "js-sys",
+ "num-traits",
+ "serde",
+ "wasm-bindgen",
+ "windows-targets",
+]
+
+[[package]]
+name = "chrono-tz"
+version = "0.8.3"
+source = "registry+https://github.com/rust-lang/crates.io-index"
+checksum = "f1369bc6b9e9a7dfdae2055f6ec151fe9c554a9d23d357c0237cee2e25eaabb7"
+dependencies = [
+ "chrono",
+ "chrono-tz-build",
+ "phf",
+]
+
+[[package]]
+name = "chrono-tz-build"
+version = "0.2.0"
+source = "registry+https://github.com/rust-lang/crates.io-index"
+checksum = "e2f5ebdc942f57ed96d560a6d1a459bae5851102a25d5bf89dc04ae453e31ecf"
+dependencies = [
+ "parse-zoneinfo",
+ "phf",
+ "phf_codegen",
+]
+
+[[package]]
+name = "clang-sys"
+version = "1.6.1"
+source = "registry+https://github.com/rust-lang/crates.io-index"
+checksum = "c688fc74432808e3eb684cae8830a86be1d66a2bd58e1f248ed0960a590baf6f"
+dependencies = [
+ "glob",
+ "libc",
+ "libloading",
+]
+
+[[package]]
+name = "clap"
+version = "2.34.0"
+source = "registry+https://github.com/rust-lang/crates.io-index"
+checksum = "a0610544180c38b88101fecf2dd634b174a62eef6946f84dfc6a7127512b381c"
+dependencies = [
+ "ansi_term",
+ "atty",
+ "bitflags 1.3.2",
+ "strsim 0.8.0",
+ "textwrap",
+ "unicode-width",
+ "vec_map",
+]
+
+[[package]]
+name = "cmake"
+version = "0.1.50"
+source = "registry+https://github.com/rust-lang/crates.io-index"
+checksum = "a31c789563b815f77f4250caee12365734369f942439b7defd71e18a48197130"
+dependencies = [
+ "cc",
+]
+
+[[package]]
+name = "comfy-table"
+version = "7.0.1"
+source = "registry+https://github.com/rust-lang/crates.io-index"
+checksum = "9ab77dbd8adecaf3f0db40581631b995f312a8a5ae3aa9993188bb8f23d83a5b"
+dependencies = [
+ "crossterm",
+ "strum 0.24.1",
+ "strum_macros 0.24.3",
+ "unicode-width",
+]
+
+[[package]]
+name = "concurrent-queue"
+version = "2.2.0"
+source = "registry+https://github.com/rust-lang/crates.io-index"
+checksum = "62ec6771ecfa0762d24683ee5a32ad78487a3d3afdc0fb8cae19d2c5deb50b7c"
+dependencies = [
+ "crossbeam-utils",
+]
+
+[[package]]
+name = "connection-string"
+version = "0.1.14"
+source = "registry+https://github.com/rust-lang/crates.io-index"
+checksum = "8c4ecb0dc8c35d2c626e45ae70bbfcb1050b302f42bcdf025d913cc0c5a0b443"
+dependencies = [
+ "js-sys",
+ "wasm-bindgen",
+]
+
+[[package]]
+name = "connectorx"
+version = "0.3.3-alpha.1"
+dependencies = [
+ "anyhow",
+ "arrow",
+ "arrow2",
+ "bb8",
+ "bb8-tiberius",
+ "chrono",
+ "criterion",
+ "csv",
+ "datafusion",
+ "env_logger",
+ "fallible-streaming-iterator",
+ "fehler",
+ "futures",
+ "gcp-bigquery-client",
+ "hex",
+ "iai",
+ "itertools 0.10.5",
+ "j4rs",
+ "log",
+ "mysql_common",
+ "native-tls",
+ "ndarray",
+ "num-traits",
+ "openssl",
+ "oracle",
+ "owning_ref",
+ "polars",
+ "postgres",
+ "postgres-native-tls",
+ "postgres-openssl",
+ "pprof",
+ "r2d2",
+ "r2d2-oracle",
+ "r2d2_mysql",
+ "r2d2_postgres",
+ "r2d2_sqlite",
+ "rayon",
+ "regex",
+ "rusqlite",
+ "rust_decimal",
+ "rust_decimal_macros",
+ "serde_json",
+ "sqlparser 0.37.0",
+ "thiserror",
+ "tiberius",
+ "tokio",
+ "tokio-util 0.6.10",
+ "url",
+ "urlencoding",
+ "uuid 0.8.2",
+]
+
+[[package]]
+name = "connectorx-cpp"
+version = "0.3.3-alpha.1"
+dependencies = [
+ "arrow",
+ "connectorx",
+ "libc",
+ "openssl",
+]
+
+[[package]]
+name = "const-random"
+version = "0.1.15"
+source = "registry+https://github.com/rust-lang/crates.io-index"
+checksum = "368a7a772ead6ce7e1de82bfb04c485f3db8ec744f72925af5735e29a22cc18e"
+dependencies = [
+ "const-random-macro",
+ "proc-macro-hack",
+]
+
+[[package]]
+name = "const-random-macro"
+version = "0.1.15"
+source = "registry+https://github.com/rust-lang/crates.io-index"
+checksum = "9d7d6ab3c3a2282db210df5f02c4dab6e0a7057af0fb7ebd4070f30fe05c0ddb"
+dependencies = [
+ "getrandom 0.2.10",
+ "once_cell",
+ "proc-macro-hack",
+ "tiny-keccak",
+]
+
+[[package]]
+name = "constant_time_eq"
+version = "0.3.0"
+source = "registry+https://github.com/rust-lang/crates.io-index"
+checksum = "f7144d30dcf0fafbce74250a3963025d8d52177934239851c917d29f1df280c2"
+
+[[package]]
+name = "core-foundation"
+version = "0.9.3"
+source = "registry+https://github.com/rust-lang/crates.io-index"
+checksum = "194a7a9e6de53fa55116934067c844d9d749312f75c6f6d0980e8c252f8c2146"
+dependencies = [
+ "core-foundation-sys",
+ "libc",
+]
+
+[[package]]
+name = "core-foundation-sys"
+version = "0.8.4"
+source = "registry+https://github.com/rust-lang/crates.io-index"
+checksum = "e496a50fda8aacccc86d7529e2c1e0892dbd0f898a6b5645b5561b89c3210efa"
+
+[[package]]
+name = "cpp_demangle"
+version = "0.3.5"
+source = "registry+https://github.com/rust-lang/crates.io-index"
+checksum = "eeaa953eaad386a53111e47172c2fedba671e5684c8dd601a5f474f4f118710f"
+dependencies = [
+ "cfg-if",
+]
+
+[[package]]
+name = "cpufeatures"
+version = "0.2.9"
+source = "registry+https://github.com/rust-lang/crates.io-index"
+checksum = "a17b76ff3a4162b0b27f354a0c87015ddad39d35f9c0c36607a3bdd175dde1f1"
+dependencies = [
+ "libc",
+]
+
+[[package]]
+name = "crc32fast"
+version = "1.3.2"
+source = "registry+https://github.com/rust-lang/crates.io-index"
+checksum = "b540bd8bc810d3885c6ea91e2018302f68baba2129ab3e88f32389ee9370880d"
+dependencies = [
+ "cfg-if",
+]
+
+[[package]]
+name = "criterion"
+version = "0.3.6"
+source = "registry+https://github.com/rust-lang/crates.io-index"
+checksum = "b01d6de93b2b6c65e17c634a26653a29d107b3c98c607c765bf38d041531cd8f"
+dependencies = [
+ "atty",
+ "cast",
+ "clap",
+ "criterion-plot",
+ "csv",
+ "itertools 0.10.5",
+ "lazy_static",
+ "num-traits",
+ "oorandom",
+ "plotters",
+ "rayon",
+ "regex",
+ "serde",
+ "serde_cbor",
+ "serde_derive",
+ "serde_json",
+ "tinytemplate",
+ "walkdir",
+]
+
+[[package]]
+name = "criterion-plot"
+version = "0.4.5"
+source = "registry+https://github.com/rust-lang/crates.io-index"
+checksum = "2673cc8207403546f45f5fd319a974b1e6983ad1a3ee7e6041650013be041876"
+dependencies = [
+ "cast",
+ "itertools 0.10.5",
+]
+
+[[package]]
+name = "crossbeam"
+version = "0.8.2"
+source = "registry+https://github.com/rust-lang/crates.io-index"
+checksum = "2801af0d36612ae591caa9568261fddce32ce6e08a7275ea334a06a4ad021a2c"
+dependencies = [
+ "cfg-if",
+ "crossbeam-channel",
+ "crossbeam-deque",
+ "crossbeam-epoch",
+ "crossbeam-queue",
+ "crossbeam-utils",
+]
+
+[[package]]
+name = "crossbeam-channel"
+version = "0.5.8"
+source = "registry+https://github.com/rust-lang/crates.io-index"
+checksum = "a33c2bf77f2df06183c3aa30d1e96c0695a313d4f9c453cc3762a6db39f99200"
+dependencies = [
+ "cfg-if",
+ "crossbeam-utils",
+]
+
+[[package]]
+name = "crossbeam-deque"
+version = "0.8.3"
+source = "registry+https://github.com/rust-lang/crates.io-index"
+checksum = "ce6fd6f855243022dcecf8702fef0c297d4338e226845fe067f6341ad9fa0cef"
+dependencies = [
+ "cfg-if",
+ "crossbeam-epoch",
+ "crossbeam-utils",
+]
+
+[[package]]
+name = "crossbeam-epoch"
+version = "0.9.15"
+source = "registry+https://github.com/rust-lang/crates.io-index"
+checksum = "ae211234986c545741a7dc064309f67ee1e5ad243d0e48335adc0484d960bcc7"
+dependencies = [
+ "autocfg",
+ "cfg-if",
+ "crossbeam-utils",
+ "memoffset",
+ "scopeguard",
+]
+
+[[package]]
+name = "crossbeam-queue"
+version = "0.3.8"
+source = "registry+https://github.com/rust-lang/crates.io-index"
+checksum = "d1cfb3ea8a53f37c40dea2c7bedcbd88bdfae54f5e2175d6ecaff1c988353add"
+dependencies = [
+ "cfg-if",
+ "crossbeam-utils",
+]
+
+[[package]]
+name = "crossbeam-utils"
+version = "0.8.16"
+source = "registry+https://github.com/rust-lang/crates.io-index"
+checksum = "5a22b2d63d4d1dc0b7f1b6b2747dd0088008a9be28b6ddf0b1e7d335e3037294"
+dependencies = [
+ "cfg-if",
+]
+
+[[package]]
+name = "crossterm"
+version = "0.26.1"
+source = "registry+https://github.com/rust-lang/crates.io-index"
+checksum = "a84cda67535339806297f1b331d6dd6320470d2a0fe65381e79ee9e156dd3d13"
+dependencies = [
+ "bitflags 1.3.2",
+ "crossterm_winapi",
+ "libc",
+ "mio",
+ "parking_lot 0.12.1",
+ "signal-hook",
+ "signal-hook-mio",
+ "winapi",
+]
+
+[[package]]
+name = "crossterm_winapi"
+version = "0.9.1"
+source = "registry+https://github.com/rust-lang/crates.io-index"
+checksum = "acdd7c62a3665c7f6830a51635d9ac9b23ed385797f70a83bb8bafe9c572ab2b"
+dependencies = [
+ "winapi",
+]
+
+[[package]]
+name = "crunchy"
+version = "0.2.2"
+source = "registry+https://github.com/rust-lang/crates.io-index"
+checksum = "7a81dae078cea95a014a339291cec439d2f232ebe854a9d672b796c6afafa9b7"
+
+[[package]]
+name = "crypto-common"
+version = "0.1.6"
+source = "registry+https://github.com/rust-lang/crates.io-index"
+checksum = "1bfb12502f3fc46cca1bb51ac28df9d618d813cdc3d2f25b9fe775a34af26bb3"
+dependencies = [
+ "generic-array",
+ "typenum",
+]
+
+[[package]]
+name = "csv"
+version = "1.2.2"
+source = "registry+https://github.com/rust-lang/crates.io-index"
+checksum = "626ae34994d3d8d668f4269922248239db4ae42d538b14c398b74a52208e8086"
+dependencies = [
+ "csv-core",
+ "itoa",
+ "ryu",
+ "serde",
+]
+
+[[package]]
+name = "csv-core"
+version = "0.1.10"
+source = "registry+https://github.com/rust-lang/crates.io-index"
+checksum = "2b2466559f260f48ad25fe6317b3c8dac77b5bdb5763ac7d9d6103530663bc90"
+dependencies = [
+ "memchr",
+]
+
+[[package]]
+name = "darling"
+version = "0.13.4"
+source = "registry+https://github.com/rust-lang/crates.io-index"
+checksum = "a01d95850c592940db9b8194bc39f4bc0e89dee5c4265e4b1807c34a9aba453c"
+dependencies = [
+ "darling_core",
+ "darling_macro",
+]
+
+[[package]]
+name = "darling_core"
+version = "0.13.4"
+source = "registry+https://github.com/rust-lang/crates.io-index"
+checksum = "859d65a907b6852c9361e3185c862aae7fafd2887876799fa55f5f99dc40d610"
+dependencies = [
+ "fnv",
+ "ident_case",
+ "proc-macro2",
+ "quote",
+ "strsim 0.10.0",
+ "syn 1.0.109",
+]
+
+[[package]]
+name = "darling_macro"
+version = "0.13.4"
+source = "registry+https://github.com/rust-lang/crates.io-index"
+checksum = "9c972679f83bdf9c42bd905396b6c3588a843a17f0f16dfcfa3e2c5d57441835"
+dependencies = [
+ "darling_core",
+ "quote",
+ "syn 1.0.109",
+]
+
+[[package]]
+name = "dashmap"
+version = "5.5.3"
+source = "registry+https://github.com/rust-lang/crates.io-index"
+checksum = "978747c1d849a7d2ee5e8adc0159961c48fb7e5db2f06af6723b80123bb53856"
+dependencies = [
+ "cfg-if",
+ "hashbrown 0.14.0",
+ "lock_api",
+ "once_cell",
+ "parking_lot_core 0.9.8",
+]
+
+[[package]]
+name = "datafusion"
+version = "31.0.0"
+source = "registry+https://github.com/rust-lang/crates.io-index"
+checksum = "6a4e4fc25698a14c90b34dda647ba10a5a966dc04b036d22e77fb1048663375d"
+dependencies = [
+ "ahash 0.8.3",
+ "arrow",
+ "arrow-array",
+ "arrow-schema",
+ "async-compression",
+ "async-trait",
+ "bytes",
+ "bzip2",
+ "chrono",
+ "dashmap",
+ "datafusion-common",
+ "datafusion-execution",
+ "datafusion-expr",
+ "datafusion-optimizer",
+ "datafusion-physical-expr",
+ "datafusion-sql",
+ "flate2",
+ "futures",
+ "glob",
+ "half 2.3.1",
+ "hashbrown 0.14.0",
+ "indexmap 2.0.0",
+ "itertools 0.11.0",
+ "log",
+ "num_cpus",
+ "object_store",
+ "parking_lot 0.12.1",
+ "parquet",
+ "percent-encoding",
+ "pin-project-lite",
+ "rand 0.8.5",
+ "sqlparser 0.37.0",
+ "tempfile",
+ "tokio",
+ "tokio-util 0.7.8",
+ "url",
+ "uuid 1.4.1",
+ "xz2",
+ "zstd",
+]
+
+[[package]]
+name = "datafusion-common"
+version = "31.0.0"
+source = "registry+https://github.com/rust-lang/crates.io-index"
+checksum = "c23ad0229ea4a85bf76b236d8e75edf539881fdb02ce4e2394f9a76de6055206"
+dependencies = [
+ "arrow",
+ "arrow-array",
+ "async-compression",
+ "bytes",
+ "bzip2",
+ "chrono",
+ "flate2",
+ "futures",
+ "num_cpus",
+ "object_store",
+ "parquet",
+ "sqlparser 0.37.0",
+ "tokio",
+ "tokio-util 0.7.8",
+ "xz2",
+ "zstd",
+]
+
+[[package]]
+name = "datafusion-execution"
+version = "31.0.0"
+source = "registry+https://github.com/rust-lang/crates.io-index"
+checksum = "9b37d2fc1a213baf34e0a57c85b8e6648f1a95152798fd6738163ee96c19203f"
+dependencies = [
+ "arrow",
+ "dashmap",
+ "datafusion-common",
+ "datafusion-expr",
+ "futures",
+ "hashbrown 0.14.0",
+ "log",
+ "object_store",
+ "parking_lot 0.12.1",
+ "rand 0.8.5",
+ "tempfile",
+ "url",
+]
+
+[[package]]
+name = "datafusion-expr"
+version = "31.0.0"
+source = "registry+https://github.com/rust-lang/crates.io-index"
+checksum = "d6ea9844395f537730a145e5d87f61fecd37c2bc9d54e1dc89b35590d867345d"
+dependencies = [
+ "ahash 0.8.3",
+ "arrow",
+ "datafusion-common",
+ "sqlparser 0.37.0",
+ "strum 0.25.0",
+ "strum_macros 0.25.2",
+]
+
+[[package]]
+name = "datafusion-optimizer"
+version = "31.0.0"
+source = "registry+https://github.com/rust-lang/crates.io-index"
+checksum = "c8a30e0f79c5d59ba14d3d70f2500e87e0ff70236ad5e47f9444428f054fd2be"
+dependencies = [
+ "arrow",
+ "async-trait",
+ "chrono",
+ "datafusion-common",
+ "datafusion-expr",
+ "datafusion-physical-expr",
+ "hashbrown 0.14.0",
+ "itertools 0.11.0",
+ "log",
+ "regex-syntax 0.7.5",
+]
+
+[[package]]
+name = "datafusion-physical-expr"
+version = "31.0.0"
+source = "registry+https://github.com/rust-lang/crates.io-index"
+checksum = "766c567082c9bbdcb784feec8fe40c7049cedaeb3a18d54f563f75fe0dc1932c"
+dependencies = [
+ "ahash 0.8.3",
+ "arrow",
+ "arrow-array",
+ "arrow-buffer",
+ "arrow-schema",
+ "base64 0.21.4",
+ "blake2",
+ "blake3",
+ "chrono",
+ "datafusion-common",
+ "datafusion-expr",
+ "half 2.3.1",
+ "hashbrown 0.14.0",
+ "hex",
+ "indexmap 2.0.0",
+ "itertools 0.11.0",
+ "libc",
+ "log",
+ "md-5",
+ "paste",
+ "petgraph",
+ "rand 0.8.5",
+ "regex",
+ "sha2",
+ "unicode-segmentation",
+ "uuid 1.4.1",
+]
+
+[[package]]
+name = "datafusion-sql"
+version = "31.0.0"
+source = "registry+https://github.com/rust-lang/crates.io-index"
+checksum = "811fd084cf2d78aa0c76b74320977c7084ad0383690612528b580795764b4dd0"
+dependencies = [
+ "arrow",
+ "arrow-schema",
+ "datafusion-common",
+ "datafusion-expr",
+ "log",
+ "sqlparser 0.37.0",
+]
+
+[[package]]
+name = "debugid"
+version = "0.7.3"
+source = "registry+https://github.com/rust-lang/crates.io-index"
+checksum = "d6ee87af31d84ef885378aebca32be3d682b0e0dc119d5b4860a2c5bb5046730"
+dependencies = [
+ "uuid 0.8.2",
+]
+
+[[package]]
+name = "deranged"
+version = "0.3.8"
+source = "registry+https://github.com/rust-lang/crates.io-index"
+checksum = "f2696e8a945f658fd14dc3b87242e6b80cd0f36ff04ea560fa39082368847946"
+dependencies = [
+ "serde",
+]
+
+[[package]]
+name = "derive_utils"
+version = "0.13.2"
+source = "registry+https://github.com/rust-lang/crates.io-index"
+checksum = "9abcad25e9720609ccb3dcdb795d845e37d8ce34183330a9f48b03a1a71c8e21"
+dependencies = [
+ "proc-macro2",
+ "quote",
+ "syn 2.0.33",
+]
+
+[[package]]
+name = "digest"
+version = "0.10.7"
+source = "registry+https://github.com/rust-lang/crates.io-index"
+checksum = "9ed9a281f7bc9b7576e61468ba615a66a5c8cfdff42420a70aa82701a3b1e292"
+dependencies = [
+ "block-buffer",
+ "crypto-common",
+ "subtle",
+]
+
+[[package]]
+name = "dirs"
+version = "4.0.0"
+source = "registry+https://github.com/rust-lang/crates.io-index"
+checksum = "ca3aa72a6f96ea37bbc5aa912f6788242832f75369bdfdadcb0e38423f100059"
+dependencies = [
+ "dirs-sys",
+]
+
+[[package]]
+name = "dirs-sys"
+version = "0.3.7"
+source = "registry+https://github.com/rust-lang/crates.io-index"
+checksum = "1b1d1d91c932ef41c0f2663aa8b0ca0342d444d842c06914aa0a7e352d0bada6"
+dependencies = [
+ "libc",
+ "redox_users",
+ "winapi",
+]
+
+[[package]]
+name = "doc-comment"
+version = "0.3.3"
+source = "registry+https://github.com/rust-lang/crates.io-index"
+checksum = "fea41bba32d969b513997752735605054bc0dfa92b4c56bf1189f2e174be7a10"
+
+[[package]]
+name = "dunce"
+version = "1.0.4"
+source = "registry+https://github.com/rust-lang/crates.io-index"
+checksum = "56ce8c6da7551ec6c462cbaf3bfbc75131ebbfa1c944aeaa9dab51ca1c5f0c3b"
+
+[[package]]
+name = "dyn-clone"
+version = "1.0.13"
+source = "registry+https://github.com/rust-lang/crates.io-index"
+checksum = "bbfc4744c1b8f2a09adc0e55242f60b1af195d88596bd8700be74418c056c555"
+
+[[package]]
+name = "either"
+version = "1.9.0"
+source = "registry+https://github.com/rust-lang/crates.io-index"
+checksum = "a26ae43d7bcc3b814de94796a5e736d4029efb0ee900c12e2d54c993ad1a1e07"
+
+[[package]]
+name = "encoding"
+version = "0.2.33"
+source = "registry+https://github.com/rust-lang/crates.io-index"
+checksum = "6b0d943856b990d12d3b55b359144ff341533e516d94098b1d3fc1ac666d36ec"
+dependencies = [
+ "encoding-index-japanese",
+ "encoding-index-korean",
+ "encoding-index-simpchinese",
+ "encoding-index-singlebyte",
+ "encoding-index-tradchinese",
+]
+
+[[package]]
+name = "encoding-index-japanese"
+version = "1.20141219.5"
+source = "registry+https://github.com/rust-lang/crates.io-index"
+checksum = "04e8b2ff42e9a05335dbf8b5c6f7567e5591d0d916ccef4e0b1710d32a0d0c91"
+dependencies = [
+ "encoding_index_tests",
+]
+
+[[package]]
+name = "encoding-index-korean"
+version = "1.20141219.5"
+source = "registry+https://github.com/rust-lang/crates.io-index"
+checksum = "4dc33fb8e6bcba213fe2f14275f0963fd16f0a02c878e3095ecfdf5bee529d81"
+dependencies = [
+ "encoding_index_tests",
+]
+
+[[package]]
+name = "encoding-index-simpchinese"
+version = "1.20141219.5"
+source = "registry+https://github.com/rust-lang/crates.io-index"
+checksum = "d87a7194909b9118fc707194baa434a4e3b0fb6a5a757c73c3adb07aa25031f7"
+dependencies = [
+ "encoding_index_tests",
+]
+
+[[package]]
+name = "encoding-index-singlebyte"
+version = "1.20141219.5"
+source = "registry+https://github.com/rust-lang/crates.io-index"
+checksum = "3351d5acffb224af9ca265f435b859c7c01537c0849754d3db3fdf2bfe2ae84a"
+dependencies = [
+ "encoding_index_tests",
+]
+
+[[package]]
+name = "encoding-index-tradchinese"
+version = "1.20141219.5"
+source = "registry+https://github.com/rust-lang/crates.io-index"
+checksum = "fd0e20d5688ce3cab59eb3ef3a2083a5c77bf496cb798dc6fcdb75f323890c18"
+dependencies = [
+ "encoding_index_tests",
+]
+
+[[package]]
+name = "encoding_index_tests"
+version = "0.1.4"
+source = "registry+https://github.com/rust-lang/crates.io-index"
+checksum = "a246d82be1c9d791c5dfde9a2bd045fc3cbba3fa2b11ad558f27d01712f00569"
+
+[[package]]
+name = "encoding_rs"
+version = "0.8.33"
+source = "registry+https://github.com/rust-lang/crates.io-index"
+checksum = "7268b386296a025e474d5140678f75d6de9493ae55a5d709eeb9dd08149945e1"
+dependencies = [
+ "cfg-if",
+]
+
+[[package]]
+name = "enum_dispatch"
+version = "0.3.12"
+source = "registry+https://github.com/rust-lang/crates.io-index"
+checksum = "8f33313078bb8d4d05a2733a94ac4c2d8a0df9a2b84424ebf4f33bfc224a890e"
+dependencies = [
+ "once_cell",
+ "proc-macro2",
+ "quote",
+ "syn 2.0.33",
+]
+
+[[package]]
+name = "enumflags2"
+version = "0.7.7"
+source = "registry+https://github.com/rust-lang/crates.io-index"
+checksum = "c041f5090df68b32bcd905365fd51769c8b9d553fe87fde0b683534f10c01bd2"
+dependencies = [
+ "enumflags2_derive",
+]
+
+[[package]]
+name = "enumflags2_derive"
+version = "0.7.7"
+source = "registry+https://github.com/rust-lang/crates.io-index"
+checksum = "5e9a1f9f7d83e59740248a6e14ecf93929ade55027844dfcea78beafccc15745"
+dependencies = [
+ "proc-macro2",
+ "quote",
+ "syn 2.0.33",
+]
+
+[[package]]
+name = "env_logger"
+version = "0.9.3"
+source = "registry+https://github.com/rust-lang/crates.io-index"
+checksum = "a12e6657c4c97ebab115a42dcee77225f7f482cdd841cf7088c657a42e9e00e7"
+dependencies = [
+ "atty",
+ "humantime",
+ "log",
+ "regex",
+ "termcolor",
+]
+
+[[package]]
+name = "equivalent"
+version = "1.0.1"
+source = "registry+https://github.com/rust-lang/crates.io-index"
+checksum = "5443807d6dff69373d433ab9ef5378ad8df50ca6298caf15de6e52e24aaf54d5"
+
+[[package]]
+name = "errno"
+version = "0.3.3"
+source = "registry+https://github.com/rust-lang/crates.io-index"
+checksum = "136526188508e25c6fef639d7927dfb3e0e3084488bf202267829cf7fc23dbdd"
+dependencies = [
+ "errno-dragonfly",
+ "libc",
+ "windows-sys",
+]
+
+[[package]]
+name = "errno-dragonfly"
+version = "0.1.2"
+source = "registry+https://github.com/rust-lang/crates.io-index"
+checksum = "aa68f1b12764fab894d2755d2518754e71b4fd80ecfb822714a1206c2aab39bf"
+dependencies = [
+ "cc",
+ "libc",
+]
+
+[[package]]
+name = "ethnum"
+version = "1.4.0"
+source = "registry+https://github.com/rust-lang/crates.io-index"
+checksum = "6c8ff382b2fa527fb7fb06eeebfc5bbb3f17e3cc6b9d70b006c41daa8824adac"
+
+[[package]]
+name = "event-listener"
+version = "2.5.3"
+source = "registry+https://github.com/rust-lang/crates.io-index"
+checksum = "0206175f82b8d6bf6652ff7d71a1e27fd2e4efde587fd368662814d6ec1d9ce0"
+
+[[package]]
+name = "fallible-iterator"
+version = "0.2.0"
+source = "registry+https://github.com/rust-lang/crates.io-index"
+checksum = "4443176a9f2c162692bd3d352d745ef9413eec5782a80d8fd6f8a1ac692a07f7"
+
+[[package]]
+name = "fallible-streaming-iterator"
+version = "0.1.9"
+source = "registry+https://github.com/rust-lang/crates.io-index"
+checksum = "7360491ce676a36bf9bb3c56c1aa791658183a54d2744120f27285738d90465a"
+
+[[package]]
+name = "fast-float"
+version = "0.2.0"
+source = "registry+https://github.com/rust-lang/crates.io-index"
+checksum = "95765f67b4b18863968b4a1bd5bb576f732b29a4a28c7cd84c09fa3e2875f33c"
+
+[[package]]
+name = "fastrand"
+version = "2.0.0"
+source = "registry+https://github.com/rust-lang/crates.io-index"
+checksum = "6999dc1837253364c2ebb0704ba97994bd874e8f195d665c50b7548f6ea92764"
+
+[[package]]
+name = "fehler"
+version = "1.0.0"
+source = "registry+https://github.com/rust-lang/crates.io-index"
+checksum = "d5729fe49ba028cd550747b6e62cd3d841beccab5390aa398538c31a2d983635"
+dependencies = [
+ "fehler-macros",
+]
+
+[[package]]
+name = "fehler-macros"
+version = "1.0.0"
+source = "registry+https://github.com/rust-lang/crates.io-index"
+checksum = "ccb5acb1045ebbfa222e2c50679e392a71dd77030b78fb0189f2d9c5974400f9"
+dependencies = [
+ "proc-macro2",
+ "quote",
+ "syn 1.0.109",
+]
+
+[[package]]
+name = "finl_unicode"
+version = "1.2.0"
+source = "registry+https://github.com/rust-lang/crates.io-index"
+checksum = "8fcfdc7a0362c9f4444381a9e697c79d435fe65b52a37466fc2c1184cee9edc6"
+
+[[package]]
+name = "fixedbitset"
+version = "0.4.2"
+source = "registry+https://github.com/rust-lang/crates.io-index"
+checksum = "0ce7134b9999ecaf8bcd65542e436736ef32ddca1b3e06094cb6ec5755203b80"
+
+[[package]]
+name = "flatbuffers"
+version = "23.5.26"
+source = "registry+https://github.com/rust-lang/crates.io-index"
+checksum = "4dac53e22462d78c16d64a1cd22371b54cc3fe94aa15e7886a2fa6e5d1ab8640"
+dependencies = [
+ "bitflags 1.3.2",
+ "rustc_version",
+]
+
+[[package]]
+name = "flate2"
+version = "1.0.27"
+source = "registry+https://github.com/rust-lang/crates.io-index"
+checksum = "c6c98ee8095e9d1dcbf2fcc6d95acccb90d1c81db1e44725c6a984b1dbdfb010"
+dependencies = [
+ "crc32fast",
+ "libz-sys",
+ "miniz_oxide",
+]
+
+[[package]]
+name = "fnv"
+version = "1.0.7"
+source = "registry+https://github.com/rust-lang/crates.io-index"
+checksum = "3f9eec918d3f24069decb9af1554cad7c880e2da24a9afd88aca000531ab82c1"
+
+[[package]]
+name = "foreign-types"
+version = "0.3.2"
+source = "registry+https://github.com/rust-lang/crates.io-index"
+checksum = "f6f339eb8adc052cd2ca78910fda869aefa38d22d5cb648e6485e4d3fc06f3b1"
+dependencies = [
+ "foreign-types-shared",
+]
+
+[[package]]
+name = "foreign-types-shared"
+version = "0.1.1"
+source = "registry+https://github.com/rust-lang/crates.io-index"
+checksum = "00b0228411908ca8685dba7fc2cdd70ec9990a6e753e89b6ac91a84c40fbaf4b"
+
+[[package]]
+name = "foreign_vec"
+version = "0.1.0"
+source = "registry+https://github.com/rust-lang/crates.io-index"
+checksum = "ee1b05cbd864bcaecbd3455d6d967862d446e4ebfc3c2e5e5b9841e53cba6673"
+
+[[package]]
+name = "form_urlencoded"
+version = "1.2.0"
+source = "registry+https://github.com/rust-lang/crates.io-index"
+checksum = "a62bc1cf6f830c2ec14a513a9fb124d0a213a629668a4186f329db21fe045652"
+dependencies = [
+ "percent-encoding",
+]
+
+[[package]]
+name = "frunk"
+version = "0.4.2"
+source = "registry+https://github.com/rust-lang/crates.io-index"
+checksum = "11a351b59e12f97b4176ee78497dff72e4276fb1ceb13e19056aca7fa0206287"
+dependencies = [
+ "frunk_core",
+ "frunk_derives",
+ "frunk_proc_macros",
+]
+
+[[package]]
+name = "frunk_core"
+version = "0.4.2"
+source = "registry+https://github.com/rust-lang/crates.io-index"
+checksum = "af2469fab0bd07e64ccf0ad57a1438f63160c69b2e57f04a439653d68eb558d6"
+
+[[package]]
+name = "frunk_derives"
+version = "0.4.2"
+source = "registry+https://github.com/rust-lang/crates.io-index"
+checksum = "b0fa992f1656e1707946bbba340ad244f0814009ef8c0118eb7b658395f19a2e"
+dependencies = [
+ "frunk_proc_macro_helpers",
+ "quote",
+ "syn 2.0.33",
+]
+
+[[package]]
+name = "frunk_proc_macro_helpers"
+version = "0.1.2"
+source = "registry+https://github.com/rust-lang/crates.io-index"
+checksum = "35b54add839292b743aeda6ebedbd8b11e93404f902c56223e51b9ec18a13d2c"
+dependencies = [
+ "frunk_core",
+ "proc-macro2",
+ "quote",
+ "syn 2.0.33",
+]
+
+[[package]]
+name = "frunk_proc_macros"
+version = "0.1.2"
+source = "registry+https://github.com/rust-lang/crates.io-index"
+checksum = "71b85a1d4a9a6b300b41c05e8e13ef2feca03e0334127f29eca9506a7fe13a93"
+dependencies = [
+ "frunk_core",
+ "frunk_proc_macro_helpers",
+ "quote",
+ "syn 2.0.33",
+]
+
+[[package]]
+name = "fs_extra"
+version = "1.3.0"
+source = "registry+https://github.com/rust-lang/crates.io-index"
+checksum = "42703706b716c37f96a77aea830392ad231f44c9e9a67872fa5548707e11b11c"
+
+[[package]]
+name = "funty"
+version = "2.0.0"
+source = "registry+https://github.com/rust-lang/crates.io-index"
+checksum = "e6d5a32815ae3f33302d95fdcb2ce17862f8c65363dcfd29360480ba1001fc9c"
+
+[[package]]
+name = "futures"
+version = "0.3.28"
+source = "registry+https://github.com/rust-lang/crates.io-index"
+checksum = "23342abe12aba583913b2e62f22225ff9c950774065e4bfb61a19cd9770fec40"
+dependencies = [
+ "futures-channel",
+ "futures-core",
+ "futures-executor",
+ "futures-io",
+ "futures-sink",
+ "futures-task",
+ "futures-util",
+]
+
+[[package]]
+name = "futures-channel"
+version = "0.3.28"
+source = "registry+https://github.com/rust-lang/crates.io-index"
+checksum = "955518d47e09b25bbebc7a18df10b81f0c766eaf4c4f1cccef2fca5f2a4fb5f2"
+dependencies = [
+ "futures-core",
+ "futures-sink",
+]
+
+[[package]]
+name = "futures-core"
+version = "0.3.28"
+source = "registry+https://github.com/rust-lang/crates.io-index"
+checksum = "4bca583b7e26f571124fe5b7561d49cb2868d79116cfa0eefce955557c6fee8c"
+
+[[package]]
+name = "futures-executor"
+version = "0.3.28"
+source = "registry+https://github.com/rust-lang/crates.io-index"
+checksum = "ccecee823288125bd88b4d7f565c9e58e41858e47ab72e8ea2d64e93624386e0"
+dependencies = [
+ "futures-core",
+ "futures-task",
+ "futures-util",
+]
+
+[[package]]
+name = "futures-io"
+version = "0.3.28"
+source = "registry+https://github.com/rust-lang/crates.io-index"
+checksum = "4fff74096e71ed47f8e023204cfd0aa1289cd54ae5430a9523be060cdb849964"
+
+[[package]]
+name = "futures-macro"
+version = "0.3.28"
+source = "registry+https://github.com/rust-lang/crates.io-index"
+checksum = "89ca545a94061b6365f2c7355b4b32bd20df3ff95f02da9329b34ccc3bd6ee72"
+dependencies = [
+ "proc-macro2",
+ "quote",
+ "syn 2.0.33",
+]
+
+[[package]]
+name = "futures-sink"
+version = "0.3.28"
+source = "registry+https://github.com/rust-lang/crates.io-index"
+checksum = "f43be4fe21a13b9781a69afa4985b0f6ee0e1afab2c6f454a8cf30e2b2237b6e"
+
+[[package]]
+name = "futures-task"
+version = "0.3.28"
+source = "registry+https://github.com/rust-lang/crates.io-index"
+checksum = "76d3d132be6c0e6aa1534069c705a74a5997a356c0dc2f86a47765e5617c5b65"
+
+[[package]]
+name = "futures-util"
+version = "0.3.28"
+source = "registry+https://github.com/rust-lang/crates.io-index"
+checksum = "26b01e40b772d54cf6c6d721c1d1abd0647a0106a12ecaa1c186273392a69533"
+dependencies = [
+ "futures-channel",
+ "futures-core",
+ "futures-io",
+ "futures-macro",
+ "futures-sink",
+ "futures-task",
+ "memchr",
+ "pin-project-lite",
+ "pin-utils",
+ "slab",
+]
+
+[[package]]
+name = "gcp-bigquery-client"
+version = "0.13.0"
+source = "registry+https://github.com/rust-lang/crates.io-index"
+checksum = "09ab5966c98f6d4e71e247cda6a6d8497bc8a1df3a4ba9ee548087842cffc21d"
+dependencies = [
+ "async-stream 0.3.5",
+ "hyper",
+ "hyper-rustls 0.23.2",
+ "log",
+ "reqwest",
+ "serde",
+ "serde_json",
+ "thiserror",
+ "time",
+ "tokio",
+ "tokio-stream",
+ "url",
+ "yup-oauth2",
+]
+
+[[package]]
+name = "generic-array"
+version = "0.14.7"
+source = "registry+https://github.com/rust-lang/crates.io-index"
+checksum = "85649ca51fd72272d7821adaf274ad91c288277713d9c18820d8499a7ff69e9a"
+dependencies = [
+ "typenum",
+ "version_check",
+]
+
+[[package]]
+name = "getrandom"
+version = "0.1.16"
+source = "registry+https://github.com/rust-lang/crates.io-index"
+checksum = "8fc3cb4d91f53b50155bdcfd23f6a4c39ae1969c2ae85982b135750cccaf5fce"
+dependencies = [
+ "cfg-if",
+ "libc",
+ "wasi 0.9.0+wasi-snapshot-preview1",
+]
+
+[[package]]
+name = "getrandom"
+version = "0.2.10"
+source = "registry+https://github.com/rust-lang/crates.io-index"
+checksum = "be4136b2a15dd319360be1c07d9933517ccf0be8f16bf62a3bee4f0d618df427"
+dependencies = [
+ "cfg-if",
+ "js-sys",
+ "libc",
+ "wasi 0.11.0+wasi-snapshot-preview1",
+ "wasm-bindgen",
+]
+
+[[package]]
+name = "gimli"
+version = "0.28.0"
+source = "registry+https://github.com/rust-lang/crates.io-index"
+checksum = "6fb8d784f27acf97159b40fc4db5ecd8aa23b9ad5ef69cdd136d3bc80665f0c0"
+
+[[package]]
+name = "glob"
+version = "0.3.1"
+source = "registry+https://github.com/rust-lang/crates.io-index"
+checksum = "d2fabcfbdc87f4758337ca535fb41a6d701b65693ce38287d856d1674551ec9b"
+
+[[package]]
+name = "h2"
+version = "0.3.21"
+source = "registry+https://github.com/rust-lang/crates.io-index"
+checksum = "91fc23aa11be92976ef4729127f1a74adf36d8436f7816b185d18df956790833"
+dependencies = [
+ "bytes",
+ "fnv",
+ "futures-core",
+ "futures-sink",
+ "futures-util",
+ "http",
+ "indexmap 1.9.3",
+ "slab",
+ "tokio",
+ "tokio-util 0.7.8",
+ "tracing",
+]
+
+[[package]]
+name = "half"
+version = "1.8.2"
+source = "registry+https://github.com/rust-lang/crates.io-index"
+checksum = "eabb4a44450da02c90444cf74558da904edde8fb4e9035a9a6a4e15445af0bd7"
+
+[[package]]
+name = "half"
+version = "2.3.1"
+source = "registry+https://github.com/rust-lang/crates.io-index"
+checksum = "bc52e53916c08643f1b56ec082790d1e86a32e58dc5268f897f313fbae7b4872"
+dependencies = [
+ "cfg-if",
+ "crunchy",
+ "num-traits",
+]
+
+[[package]]
+name = "hash_hasher"
+version = "2.0.3"
+source = "registry+https://github.com/rust-lang/crates.io-index"
+checksum = "74721d007512d0cb3338cd20f0654ac913920061a4c4d0d8708edb3f2a698c0c"
+
+[[package]]
+name = "hashbrown"
+version = "0.12.3"
+source = "registry+https://github.com/rust-lang/crates.io-index"
+checksum = "8a9ee70c43aaf417c914396645a0fa852624801b24ebb7ae78fe8272889ac888"
+dependencies = [
+ "ahash 0.7.6",
+]
+
+[[package]]
+name = "hashbrown"
+version = "0.13.2"
+source = "registry+https://github.com/rust-lang/crates.io-index"
+checksum = "43a3c133739dddd0d2990f9a4bdf8eb4b21ef50e4851ca85ab661199821d510e"
+dependencies = [
+ "ahash 0.8.3",
+]
+
+[[package]]
+name = "hashbrown"
+version = "0.14.0"
+source = "registry+https://github.com/rust-lang/crates.io-index"
+checksum = "2c6201b9ff9fd90a5a3bac2e56a830d0caa509576f0e503818ee82c181b3437a"
+dependencies = [
+ "ahash 0.8.3",
+ "allocator-api2",
+ "rayon",
+]
+
+[[package]]
+name = "hashlink"
+version = "0.8.4"
+source = "registry+https://github.com/rust-lang/crates.io-index"
+checksum = "e8094feaf31ff591f651a2664fb9cfd92bba7a60ce3197265e9482ebe753c8f7"
+dependencies = [
+ "hashbrown 0.14.0",
+]
+
+[[package]]
+name = "heck"
+version = "0.4.1"
+source = "registry+https://github.com/rust-lang/crates.io-index"
+checksum = "95505c38b4572b2d910cecb0281560f54b440a19336cbbcb27bf6ce6adc6f5a8"
+
+[[package]]
+name = "hermit-abi"
+version = "0.1.19"
+source = "registry+https://github.com/rust-lang/crates.io-index"
+checksum = "62b467343b94ba476dcb2500d242dadbb39557df889310ac77c5d99100aaac33"
+dependencies = [
+ "libc",
+]
+
+[[package]]
+name = "hermit-abi"
+version = "0.3.2"
+source = "registry+https://github.com/rust-lang/crates.io-index"
+checksum = "443144c8cdadd93ebf52ddb4056d257f5b52c04d3c804e657d19eb73fc33668b"
+
+[[package]]
+name = "hex"
+version = "0.4.3"
+source = "registry+https://github.com/rust-lang/crates.io-index"
+checksum = "7f24254aa9a54b5c858eaee2f5bccdb46aaf0e486a595ed5fd8f86ba55232a70"
+
+[[package]]
+name = "hmac"
+version = "0.12.1"
+source = "registry+https://github.com/rust-lang/crates.io-index"
+checksum = "6c49c37c09c17a53d937dfbb742eb3a961d65a994e6bcdcf37e7399d0cc8ab5e"
+dependencies = [
+ "digest",
+]
+
+[[package]]
+name = "home"
+version = "0.5.5"
+source = "registry+https://github.com/rust-lang/crates.io-index"
+checksum = "5444c27eef6923071f7ebcc33e3444508466a76f7a2b93da00ed6e19f30c1ddb"
+dependencies = [
+ "windows-sys",
+]
+
+[[package]]
+name = "http"
+version = "0.2.9"
+source = "registry+https://github.com/rust-lang/crates.io-index"
+checksum = "bd6effc99afb63425aff9b05836f029929e345a6148a14b7ecd5ab67af944482"
+dependencies = [
+ "bytes",
+ "fnv",
+ "itoa",
+]
+
+[[package]]
+name = "http-body"
+version = "0.4.5"
+source = "registry+https://github.com/rust-lang/crates.io-index"
+checksum = "d5f38f16d184e36f2408a55281cd658ecbd3ca05cce6d6510a176eca393e26d1"
+dependencies = [
+ "bytes",
+ "http",
+ "pin-project-lite",
+]
+
+[[package]]
+name = "httparse"
+version = "1.8.0"
+source = "registry+https://github.com/rust-lang/crates.io-index"
+checksum = "d897f394bad6a705d5f4104762e116a75639e470d80901eed05a860a95cb1904"
+
+[[package]]
+name = "httpdate"
+version = "1.0.3"
+source = "registry+https://github.com/rust-lang/crates.io-index"
+checksum = "df3b46402a9d5adb4c86a0cf463f42e19994e3ee891101b1841f30a545cb49a9"
+
+[[package]]
+name = "humantime"
+version = "2.1.0"
+source = "registry+https://github.com/rust-lang/crates.io-index"
+checksum = "9a3a5bfb195931eeb336b2a7b4d761daec841b97f947d34394601737a7bba5e4"
+
+[[package]]
+name = "hyper"
+version = "0.14.27"
+source = "registry+https://github.com/rust-lang/crates.io-index"
+checksum = "ffb1cfd654a8219eaef89881fdb3bb3b1cdc5fa75ded05d6933b2b382e395468"
+dependencies = [
+ "bytes",
+ "futures-channel",
+ "futures-core",
+ "futures-util",
+ "h2",
+ "http",
+ "http-body",
+ "httparse",
+ "httpdate",
+ "itoa",
+ "pin-project-lite",
+ "socket2 0.4.9",
+ "tokio",
+ "tower-service",
+ "tracing",
+ "want",
+]
+
+[[package]]
+name = "hyper-rustls"
+version = "0.23.2"
+source = "registry+https://github.com/rust-lang/crates.io-index"
+checksum = "1788965e61b367cd03a62950836d5cd41560c3577d90e40e0819373194d1661c"
+dependencies = [
+ "http",
+ "hyper",
+ "log",
+ "rustls 0.20.9",
+ "rustls-native-certs",
+ "tokio",
+ "tokio-rustls 0.23.4",
+]
+
+[[package]]
+name = "hyper-rustls"
+version = "0.24.1"
+source = "registry+https://github.com/rust-lang/crates.io-index"
+checksum = "8d78e1e73ec14cf7375674f74d7dde185c8206fd9dea6fb6295e8a98098aaa97"
+dependencies = [
+ "futures-util",
+ "http",
+ "hyper",
+ "rustls 0.21.7",
+ "tokio",
+ "tokio-rustls 0.24.1",
+]
+
+[[package]]
+name = "iai"
+version = "0.1.1"
+source = "registry+https://github.com/rust-lang/crates.io-index"
+checksum = "71a816c97c42258aa5834d07590b718b4c9a598944cd39a52dc25b351185d678"
+
+[[package]]
+name = "iana-time-zone"
+version = "0.1.57"
+source = "registry+https://github.com/rust-lang/crates.io-index"
+checksum = "2fad5b825842d2b38bd206f3e81d6957625fd7f0a361e345c30e01a0ae2dd613"
+dependencies = [
+ "android_system_properties",
+ "core-foundation-sys",
+ "iana-time-zone-haiku",
+ "js-sys",
+ "wasm-bindgen",
+ "windows",
+]
+
+[[package]]
+name = "iana-time-zone-haiku"
+version = "0.1.2"
+source = "registry+https://github.com/rust-lang/crates.io-index"
+checksum = "f31827a206f56af32e590ba56d5d2d085f558508192593743f16b2306495269f"
+dependencies = [
+ "cc",
+]
+
+[[package]]
+name = "ident_case"
+version = "1.0.1"
+source = "registry+https://github.com/rust-lang/crates.io-index"
+checksum = "b9e0384b61958566e926dc50660321d12159025e767c18e043daf26b70104c39"
+
+[[package]]
+name = "idna"
+version = "0.4.0"
+source = "registry+https://github.com/rust-lang/crates.io-index"
+checksum = "7d20d6b07bfbc108882d88ed8e37d39636dcc260e15e30c45e6ba089610b917c"
+dependencies = [
+ "unicode-bidi",
+ "unicode-normalization",
+]
+
+[[package]]
+name = "indexmap"
+version = "1.9.3"
+source = "registry+https://github.com/rust-lang/crates.io-index"
+checksum = "bd070e393353796e801d209ad339e89596eb4c8d430d18ede6a1cced8fafbd99"
+dependencies = [
+ "autocfg",
+ "hashbrown 0.12.3",
+]
+
+[[package]]
+name = "indexmap"
+version = "2.0.0"
+source = "registry+https://github.com/rust-lang/crates.io-index"
+checksum = "d5477fe2230a79769d8dc68e0eabf5437907c0457a5614a9e8dddb67f65eb65d"
+dependencies = [
+ "equivalent",
+ "hashbrown 0.14.0",
+]
+
+[[package]]
+name = "inferno"
+version = "0.10.12"
+source = "registry+https://github.com/rust-lang/crates.io-index"
+checksum = "de3886428c6400486522cf44b8626e7b94ad794c14390290f2a274dcf728a58f"
+dependencies = [
+ "ahash 0.7.6",
+ "atty",
+ "indexmap 1.9.3",
+ "itoa",
+ "lazy_static",
+ "log",
+ "num-format",
+ "quick-xml",
+ "rgb",
+ "str_stack",
+]
+
+[[package]]
+name = "instant"
+version = "0.1.12"
+source = "registry+https://github.com/rust-lang/crates.io-index"
+checksum = "7a5bbe824c507c5da5956355e86a746d82e0e1464f65d862cc5e71da70e94b2c"
+dependencies = [
+ "cfg-if",
+]
+
+[[package]]
+name = "integer-encoding"
+version = "3.0.4"
+source = "registry+https://github.com/rust-lang/crates.io-index"
+checksum = "8bb03732005da905c88227371639bf1ad885cc712789c011c31c5fb3ab3ccf02"
+
+[[package]]
+name = "io-enum"
+version = "1.1.1"
+source = "registry+https://github.com/rust-lang/crates.io-index"
+checksum = "5305557fa27b460072ae15ce07617e999f5879f14d376c8449f0bfb9f9d8e91e"
+dependencies = [
+ "derive_utils",
+ "syn 2.0.33",
+]
+
+[[package]]
+name = "ipnet"
+version = "2.8.0"
+source = "registry+https://github.com/rust-lang/crates.io-index"
+checksum = "28b29a3cd74f0f4598934efe3aeba42bae0eb4680554128851ebbecb02af14e6"
+
+[[package]]
+name = "itertools"
+version = "0.10.5"
+source = "registry+https://github.com/rust-lang/crates.io-index"
+checksum = "b0fd2260e829bddf4cb6ea802289de2f86d6a7a690192fbe91b3f46e0f2c8473"
+dependencies = [
+ "either",
+]
+
+[[package]]
+name = "itertools"
+version = "0.11.0"
+source = "registry+https://github.com/rust-lang/crates.io-index"
+checksum = "b1c173a5686ce8bfa551b3563d0c2170bf24ca44da99c7ca4bfdab5418c3fe57"
+dependencies = [
+ "either",
+]
+
+[[package]]
+name = "itoa"
+version = "1.0.9"
+source = "registry+https://github.com/rust-lang/crates.io-index"
+checksum = "af150ab688ff2122fcef229be89cb50dd66af9e01a4ff320cc137eecc9bacc38"
+
+[[package]]
+name = "j4rs"
+version = "0.15.3"
+source = "registry+https://github.com/rust-lang/crates.io-index"
+checksum = "76cc9c1648a1cc940ac10c19f56e50bee15344590e10f220899d955db5f87ac2"
+dependencies = [
+ "cesu8",
+ "dirs",
+ "dunce",
+ "fs_extra",
+ "glob",
+ "java-locator",
+ "jni-sys",
+ "lazy_static",
+ "libc",
+ "libloading",
+ "log",
+ "serde",
+ "serde_json",
+ "sha2",
+]
+
+[[package]]
+name = "java-locator"
+version = "0.1.5"
+source = "registry+https://github.com/rust-lang/crates.io-index"
+checksum = "90003f2fd9c52f212c21d8520f1128da0080bad6fff16b68fe6e7f2f0c3780c2"
+dependencies = [
+ "glob",
+ "lazy_static",
+]
+
+[[package]]
+name = "jni-sys"
+version = "0.3.0"
+source = "registry+https://github.com/rust-lang/crates.io-index"
+checksum = "8eaf4bc02d17cbdd7ff4c7438cafcdf7fb9a4613313ad11b4f8fefe7d3fa0130"
+
+[[package]]
+name = "jobserver"
+version = "0.1.26"
+source = "registry+https://github.com/rust-lang/crates.io-index"
+checksum = "936cfd212a0155903bcbc060e316fb6cc7cbf2e1907329391ebadc1fe0ce77c2"
+dependencies = [
+ "libc",
+]
+
+[[package]]
+name = "js-sys"
+version = "0.3.56"
+source = "registry+https://github.com/rust-lang/crates.io-index"
+checksum = "a38fc24e30fd564ce974c02bf1d337caddff65be6cc4735a1f7eab22a7440f04"
+dependencies = [
+ "wasm-bindgen",
+]
+
+[[package]]
+name = "lazy_static"
+version = "1.4.0"
+source = "registry+https://github.com/rust-lang/crates.io-index"
+checksum = "e2abad23fbc42b3700f2f279844dc832adb2b2eb069b2df918f455c4e18cc646"
+
+[[package]]
+name = "lazycell"
+version = "1.3.0"
+source = "registry+https://github.com/rust-lang/crates.io-index"
+checksum = "830d08ce1d1d941e6b30645f1a0eb5643013d835ce3779a5fc208261dbe10f55"
+
+[[package]]
+name = "lexical"
+version = "6.1.1"
+source = "registry+https://github.com/rust-lang/crates.io-index"
+checksum = "c7aefb36fd43fef7003334742cbf77b243fcd36418a1d1bdd480d613a67968f6"
+dependencies = [
+ "lexical-core",
+]
+
+[[package]]
+name = "lexical-core"
+version = "0.8.5"
+source = "registry+https://github.com/rust-lang/crates.io-index"
+checksum = "2cde5de06e8d4c2faabc400238f9ae1c74d5412d03a7bd067645ccbc47070e46"
+dependencies = [
+ "lexical-parse-float",
+ "lexical-parse-integer",
+ "lexical-util",
+ "lexical-write-float",
+ "lexical-write-integer",
+]
+
+[[package]]
+name = "lexical-parse-float"
+version = "0.8.5"
+source = "registry+https://github.com/rust-lang/crates.io-index"
+checksum = "683b3a5ebd0130b8fb52ba0bdc718cc56815b6a097e28ae5a6997d0ad17dc05f"
+dependencies = [
+ "lexical-parse-integer",
+ "lexical-util",
+ "static_assertions",
+]
+
+[[package]]
+name = "lexical-parse-integer"
+version = "0.8.6"
+source = "registry+https://github.com/rust-lang/crates.io-index"
+checksum = "6d0994485ed0c312f6d965766754ea177d07f9c00c9b82a5ee62ed5b47945ee9"
+dependencies = [
+ "lexical-util",
+ "static_assertions",
+]
+
+[[package]]
+name = "lexical-util"
+version = "0.8.5"
+source = "registry+https://github.com/rust-lang/crates.io-index"
+checksum = "5255b9ff16ff898710eb9eb63cb39248ea8a5bb036bea8085b1a767ff6c4e3fc"
+dependencies = [
+ "static_assertions",
+]
+
+[[package]]
+name = "lexical-write-float"
+version = "0.8.5"
+source = "registry+https://github.com/rust-lang/crates.io-index"
+checksum = "accabaa1c4581f05a3923d1b4cfd124c329352288b7b9da09e766b0668116862"
+dependencies = [
+ "lexical-util",
+ "lexical-write-integer",
+ "static_assertions",
+]
+
+[[package]]
+name = "lexical-write-integer"
+version = "0.8.5"
+source = "registry+https://github.com/rust-lang/crates.io-index"
+checksum = "e1b6f3d1f4422866b68192d62f77bc5c700bee84f3069f2469d7bc8c77852446"
+dependencies = [
+ "lexical-util",
+ "static_assertions",
+]
+
+[[package]]
+name = "libc"
+version = "0.2.148"
+source = "registry+https://github.com/rust-lang/crates.io-index"
+checksum = "9cdc71e17332e86d2e1d38c1f99edcb6288ee11b815fb1a4b049eaa2114d369b"
+
+[[package]]
+name = "libgssapi"
+version = "0.4.6"
+source = "registry+https://github.com/rust-lang/crates.io-index"
+checksum = "724dbcd1f871da9c67983537a47ac510c278656f6392418ad67c7a52720e54b2"
+dependencies = [
+ "bitflags 1.3.2",
+ "bytes",
+ "lazy_static",
+ "libgssapi-sys",
+ "parking_lot 0.11.2",
+]
+
+[[package]]
+name = "libgssapi-sys"
+version = "0.2.4"
+source = "registry+https://github.com/rust-lang/crates.io-index"
+checksum = "1dd7d65e409c889f6c9d81ff079371d0d8fd88d7dca702ff187ef96fb0450fb7"
+dependencies = [
+ "bindgen",
+]
+
+[[package]]
+name = "libloading"
+version = "0.7.4"
+source = "registry+https://github.com/rust-lang/crates.io-index"
+checksum = "b67380fd3b2fbe7527a606e18729d21c6f3951633d0500574c4dc22d2d638b9f"
+dependencies = [
+ "cfg-if",
+ "winapi",
+]
+
+[[package]]
+name = "libm"
+version = "0.2.7"
+source = "registry+https://github.com/rust-lang/crates.io-index"
+checksum = "f7012b1bbb0719e1097c47611d3898568c546d597c2e74d66f6087edd5233ff4"
+
+[[package]]
+name = "libsqlite3-sys"
+version = "0.26.0"
+source = "registry+https://github.com/rust-lang/crates.io-index"
+checksum = "afc22eff61b133b115c6e8c74e818c628d6d5e7a502afea6f64dee076dd94326"
+dependencies = [
+ "cc",
+ "pkg-config",
+ "vcpkg",
+]
+
+[[package]]
+name = "libz-sys"
+version = "1.1.12"
+source = "registry+https://github.com/rust-lang/crates.io-index"
+checksum = "d97137b25e321a73eef1418d1d5d2eda4d77e12813f8e6dead84bc52c5870a7b"
+dependencies = [
+ "cc",
+ "pkg-config",
+ "vcpkg",
+]
+
+[[package]]
+name = "linux-raw-sys"
+version = "0.4.7"
+source = "registry+https://github.com/rust-lang/crates.io-index"
+checksum = "1a9bad9f94746442c783ca431b22403b519cd7fbeed0533fdd6328b2f2212128"
+
+[[package]]
+name = "lock_api"
+version = "0.4.10"
+source = "registry+https://github.com/rust-lang/crates.io-index"
+checksum = "c1cc9717a20b1bb222f333e6a92fd32f7d8a18ddc5a3191a11af45dcbf4dcd16"
+dependencies = [
+ "autocfg",
+ "scopeguard",
+]
+
+[[package]]
+name = "log"
+version = "0.4.20"
+source = "registry+https://github.com/rust-lang/crates.io-index"
+checksum = "b5e6163cb8c49088c2c36f57875e58ccd8c87c7427f7fbd50ea6710b2f3f2e8f"
+
+[[package]]
+name = "lru"
+version = "0.8.1"
+source = "registry+https://github.com/rust-lang/crates.io-index"
+checksum = "b6e8aaa3f231bb4bd57b84b2d5dc3ae7f350265df8aa96492e0bc394a1571909"
+dependencies = [
+ "hashbrown 0.12.3",
+]
+
+[[package]]
+name = "lz4"
+version = "1.24.0"
+source = "registry+https://github.com/rust-lang/crates.io-index"
+checksum = "7e9e2dd86df36ce760a60f6ff6ad526f7ba1f14ba0356f8254fb6905e6494df1"
+dependencies = [
+ "libc",
+ "lz4-sys",
+]
+
+[[package]]
+name = "lz4-sys"
+version = "1.9.4"
+source = "registry+https://github.com/rust-lang/crates.io-index"
+checksum = "57d27b317e207b10f69f5e75494119e391a96f48861ae870d1da6edac98ca900"
+dependencies = [
+ "cc",
+ "libc",
+]
+
+[[package]]
+name = "lzma-sys"
+version = "0.1.20"
+source = "registry+https://github.com/rust-lang/crates.io-index"
+checksum = "5fda04ab3764e6cde78b9974eec4f779acaba7c4e84b36eca3cf77c581b85d27"
+dependencies = [
+ "cc",
+ "libc",
+ "pkg-config",
+]
+
+[[package]]
+name = "matrixmultiply"
+version = "0.3.7"
+source = "registry+https://github.com/rust-lang/crates.io-index"
+checksum = "090126dc04f95dc0d1c1c91f61bdd474b3930ca064c1edc8a849da2c6cbe1e77"
+dependencies = [
+ "autocfg",
+ "rawpointer",
+]
+
+[[package]]
+name = "md-5"
+version = "0.10.5"
+source = "registry+https://github.com/rust-lang/crates.io-index"
+checksum = "6365506850d44bff6e2fbcb5176cf63650e48bd45ef2fe2665ae1570e0f4b9ca"
+dependencies = [
+ "digest",
+]
+
+[[package]]
+name = "md5"
+version = "0.6.1"
+source = "registry+https://github.com/rust-lang/crates.io-index"
+checksum = "7e6bcd6433cff03a4bfc3d9834d504467db1f1cf6d0ea765d37d330249ed629d"
+
+[[package]]
+name = "md5"
+version = "0.7.0"
+source = "registry+https://github.com/rust-lang/crates.io-index"
+checksum = "490cc448043f947bae3cbee9c203358d62dbee0db12107a74be5c30ccfd09771"
+
+[[package]]
+name = "memchr"
+version = "2.6.3"
+source = "registry+https://github.com/rust-lang/crates.io-index"
+checksum = "8f232d6ef707e1956a43342693d2a31e72989554d58299d7a88738cc95b0d35c"
+
+[[package]]
+name = "memmap2"
+version = "0.5.10"
+source = "registry+https://github.com/rust-lang/crates.io-index"
+checksum = "83faa42c0a078c393f6b29d5db232d8be22776a891f8f56e5284faee4a20b327"
+dependencies = [
+ "libc",
+]
+
+[[package]]
+name = "memmap2"
+version = "0.7.1"
+source = "registry+https://github.com/rust-lang/crates.io-index"
+checksum = "f49388d20533534cd19360ad3d6a7dadc885944aa802ba3995040c5ec11288c6"
+dependencies = [
+ "libc",
+]
+
+[[package]]
+name = "memoffset"
+version = "0.9.0"
+source = "registry+https://github.com/rust-lang/crates.io-index"
+checksum = "5a634b1c61a95585bd15607c6ab0c4e5b226e695ff2800ba0cdccddf208c406c"
+dependencies = [
+ "autocfg",
+]
+
+[[package]]
+name = "mime"
+version = "0.3.17"
+source = "registry+https://github.com/rust-lang/crates.io-index"
+checksum = "6877bb514081ee2a7ff5ef9de3281f14a4dd4bceac4c09388074a6b5df8a139a"
+
+[[package]]
+name = "minimal-lexical"
+version = "0.2.1"
+source = "registry+https://github.com/rust-lang/crates.io-index"
+checksum = "68354c5c6bd36d73ff3feceb05efa59b6acb7626617f4962be322a825e61f79a"
+
+[[package]]
+name = "miniz_oxide"
+version = "0.7.1"
+source = "registry+https://github.com/rust-lang/crates.io-index"
+checksum = "e7810e0be55b428ada41041c41f32c9f1a42817901b4ccf45fa3d4b6561e74c7"
+dependencies = [
+ "adler",
+]
+
+[[package]]
+name = "mio"
+version = "0.8.8"
+source = "registry+https://github.com/rust-lang/crates.io-index"
+checksum = "927a765cd3fc26206e66b296465fa9d3e5ab003e651c1b3c060e7956d96b19d2"
+dependencies = [
+ "libc",
+ "log",
+ "wasi 0.11.0+wasi-snapshot-preview1",
+ "windows-sys",
+]
+
+[[package]]
+name = "multiversion"
+version = "0.7.3"
+source = "registry+https://github.com/rust-lang/crates.io-index"
+checksum = "b2c7b9d7fe61760ce5ea19532ead98541f6b4c495d87247aff9826445cf6872a"
+dependencies = [
+ "multiversion-macros",
+ "target-features",
+]
+
+[[package]]
+name = "multiversion-macros"
+version = "0.7.3"
+source = "registry+https://github.com/rust-lang/crates.io-index"
+checksum = "26a83d8500ed06d68877e9de1dde76c1dbb83885dcdbda4ef44ccbc3fbda2ac8"
+dependencies = [
+ "proc-macro2",
+ "quote",
+ "syn 1.0.109",
+ "target-features",
+]
+
+[[package]]
+name = "mysql"
+version = "23.0.1"
+source = "registry+https://github.com/rust-lang/crates.io-index"
+checksum = "05f11339ca5c251941805d51362a07823605a80586ced92914ab7de84fba813f"
+dependencies = [
+ "bufstream",
+ "bytes",
+ "crossbeam",
+ "flate2",
+ "io-enum",
+ "libc",
+ "lru",
+ "mysql_common",
+ "named_pipe",
+ "native-tls",
+ "once_cell",
+ "pem",
+ "percent-encoding",
+ "serde",
+ "serde_json",
+ "socket2 0.4.9",
+ "twox-hash",
+ "url",
+]
+
+[[package]]
+name = "mysql_common"
+version = "0.29.2"
+source = "registry+https://github.com/rust-lang/crates.io-index"
+checksum = "9006c95034ccf7b903d955f210469119f6c3477fc9c9e7a7845ce38a3e665c2a"
+dependencies = [
+ "base64 0.13.1",
+ "bigdecimal",
+ "bindgen",
+ "bitflags 1.3.2",
+ "bitvec",
+ "byteorder",
+ "bytes",
+ "cc",
+ "chrono",
+ "cmake",
+ "crc32fast",
+ "flate2",
+ "frunk",
+ "lazy_static",
+ "lexical",
+ "num-bigint",
+ "num-traits",
+ "rand 0.8.5",
+ "regex",
+ "rust_decimal",
+ "saturating",
+ "serde",
+ "serde_json",
+ "sha1",
+ "sha2",
+ "smallvec",
+ "subprocess",
+ "thiserror",
+ "time",
+ "uuid 1.4.1",
+]
+
+[[package]]
+name = "named_pipe"
+version = "0.4.1"
+source = "registry+https://github.com/rust-lang/crates.io-index"
+checksum = "ad9c443cce91fc3e12f017290db75dde490d685cdaaf508d7159d7cf41f0eb2b"
+dependencies = [
+ "winapi",
+]
+
+[[package]]
+name = "native-tls"
+version = "0.2.11"
+source = "registry+https://github.com/rust-lang/crates.io-index"
+checksum = "07226173c32f2926027b63cce4bcd8076c3552846cbe7925f3aaffeac0a3b92e"
+dependencies = [
+ "lazy_static",
+ "libc",
+ "log",
+ "openssl",
+ "openssl-probe",
+ "openssl-sys",
+ "schannel",
+ "security-framework",
+ "security-framework-sys",
+ "tempfile",
+]
+
+[[package]]
+name = "ndarray"
+version = "0.15.6"
+source = "registry+https://github.com/rust-lang/crates.io-index"
+checksum = "adb12d4e967ec485a5f71c6311fe28158e9d6f4bc4a447b474184d0f91a8fa32"
+dependencies = [
+ "matrixmultiply",
+ "num-complex",
+ "num-integer",
+ "num-traits",
+ "rawpointer",
+]
+
+[[package]]
+name = "nix"
+version = "0.20.0"
+source = "registry+https://github.com/rust-lang/crates.io-index"
+checksum = "fa9b4819da1bc61c0ea48b63b7bc8604064dd43013e7cc325df098d49cd7c18a"
+dependencies = [
+ "bitflags 1.3.2",
+ "cc",
+ "cfg-if",
+ "libc",
+]
+
+[[package]]
+name = "nom"
+version = "7.1.3"
+source = "registry+https://github.com/rust-lang/crates.io-index"
+checksum = "d273983c5a657a70a3e8f2a01329822f3b8c8172b73826411a55751e404a0a4a"
+dependencies = [
+ "memchr",
+ "minimal-lexical",
+]
+
+[[package]]
+name = "now"
+version = "0.1.3"
+source = "registry+https://github.com/rust-lang/crates.io-index"
+checksum = "6d89e9874397a1f0a52fc1f197a8effd9735223cb2390e9dcc83ac6cd02923d0"
+dependencies = [
+ "chrono",
+]
+
+[[package]]
+name = "ntapi"
+version = "0.4.1"
+source = "registry+https://github.com/rust-lang/crates.io-index"
+checksum = "e8a3895c6391c39d7fe7ebc444a87eb2991b2a0bc718fdabd071eec617fc68e4"
+dependencies = [
+ "winapi",
+]
+
+[[package]]
+name = "num"
+version = "0.4.1"
+source = "registry+https://github.com/rust-lang/crates.io-index"
+checksum = "b05180d69e3da0e530ba2a1dae5110317e49e3b7f3d41be227dc5f92e49ee7af"
+dependencies = [
+ "num-bigint",
+ "num-complex",
+ "num-integer",
+ "num-iter",
+ "num-rational",
+ "num-traits",
+]
+
+[[package]]
+name = "num-bigint"
+version = "0.4.4"
+source = "registry+https://github.com/rust-lang/crates.io-index"
+checksum = "608e7659b5c3d7cba262d894801b9ec9d00de989e8a82bd4bef91d08da45cdc0"
+dependencies = [
+ "autocfg",
+ "num-integer",
+ "num-traits",
+]
+
+[[package]]
+name = "num-complex"
+version = "0.4.4"
+source = "registry+https://github.com/rust-lang/crates.io-index"
+checksum = "1ba157ca0885411de85d6ca030ba7e2a83a28636056c7c699b07c8b6f7383214"
+dependencies = [
+ "num-traits",
+]
+
+[[package]]
+name = "num-format"
+version = "0.4.4"
+source = "registry+https://github.com/rust-lang/crates.io-index"
+checksum = "a652d9771a63711fd3c3deb670acfbe5c30a4072e664d7a3bf5a9e1056ac72c3"
+dependencies = [
+ "arrayvec",
+ "itoa",
+]
+
+[[package]]
+name = "num-integer"
+version = "0.1.45"
+source = "registry+https://github.com/rust-lang/crates.io-index"
+checksum = "225d3389fb3509a24c93f5c29eb6bde2586b98d9f016636dff58d7c6f7569cd9"
+dependencies = [
+ "autocfg",
+ "num-traits",
+]
+
+[[package]]
+name = "num-iter"
+version = "0.1.43"
+source = "registry+https://github.com/rust-lang/crates.io-index"
+checksum = "7d03e6c028c5dc5cac6e2dec0efda81fc887605bb3d884578bb6d6bf7514e252"
+dependencies = [
+ "autocfg",
+ "num-integer",
+ "num-traits",
+]
+
+[[package]]
+name = "num-rational"
+version = "0.4.1"
+source = "registry+https://github.com/rust-lang/crates.io-index"
+checksum = "0638a1c9d0a3c0914158145bc76cff373a75a627e6ecbfb71cbe6f453a5a19b0"
+dependencies = [
+ "autocfg",
+ "num-bigint",
+ "num-integer",
+ "num-traits",
+]
+
+[[package]]
+name = "num-traits"
+version = "0.2.16"
+source = "registry+https://github.com/rust-lang/crates.io-index"
+checksum = "f30b0abd723be7e2ffca1272140fac1a2f084c77ec3e123c192b66af1ee9e6c2"
+dependencies = [
+ "autocfg",
+ "libm",
+]
+
+[[package]]
+name = "num_cpus"
+version = "1.16.0"
+source = "registry+https://github.com/rust-lang/crates.io-index"
+checksum = "4161fcb6d602d4d2081af7c3a45852d875a03dd337a6bfdd6e06407b61342a43"
+dependencies = [
+ "hermit-abi 0.3.2",
+ "libc",
+]
+
+[[package]]
+name = "num_threads"
+version = "0.1.6"
+source = "registry+https://github.com/rust-lang/crates.io-index"
+checksum = "2819ce041d2ee131036f4fc9d6ae7ae125a3a40e97ba64d04fe799ad9dabbb44"
+dependencies = [
+ "libc",
+]
+
+[[package]]
+name = "object"
+version = "0.32.1"
+source = "registry+https://github.com/rust-lang/crates.io-index"
+checksum = "9cf5f9dd3933bd50a9e1f149ec995f39ae2c496d31fd772c1fd45ebc27e902b0"
+dependencies = [
+ "memchr",
+]
+
+[[package]]
+name = "object_store"
+version = "0.7.0"
+source = "registry+https://github.com/rust-lang/crates.io-index"
+checksum = "d359e231e5451f4f9fa889d56e3ce34f8724f1a61db2107739359717cf2bbf08"
+dependencies = [
+ "async-trait",
+ "bytes",
+ "chrono",
+ "futures",
+ "humantime",
+ "itertools 0.10.5",
+ "parking_lot 0.12.1",
+ "percent-encoding",
+ "snafu",
+ "tokio",
+ "tracing",
+ "url",
+ "walkdir",
+]
+
+[[package]]
+name = "once_cell"
+version = "1.18.0"
+source = "registry+https://github.com/rust-lang/crates.io-index"
+checksum = "dd8b5dd2ae5ed71462c540258bedcb51965123ad7e7ccf4b9a8cafaa4a63576d"
+
+[[package]]
+name = "oorandom"
+version = "11.1.3"
+source = "registry+https://github.com/rust-lang/crates.io-index"
+checksum = "0ab1bc2a289d34bd04a330323ac98a1b4bc82c9d9fcb1e66b63caa84da26b575"
+
+[[package]]
+name = "openssl"
+version = "0.10.57"
+source = "registry+https://github.com/rust-lang/crates.io-index"
+checksum = "bac25ee399abb46215765b1cb35bc0212377e58a061560d8b29b024fd0430e7c"
+dependencies = [
+ "bitflags 2.4.0",
+ "cfg-if",
+ "foreign-types",
+ "libc",
+ "once_cell",
+ "openssl-macros",
+ "openssl-sys",
+]
+
+[[package]]
+name = "openssl-macros"
+version = "0.1.1"
+source = "registry+https://github.com/rust-lang/crates.io-index"
+checksum = "a948666b637a0f465e8564c73e89d4dde00d72d4d473cc972f390fc3dcee7d9c"
+dependencies = [
+ "proc-macro2",
+ "quote",
+ "syn 2.0.33",
+]
+
+[[package]]
+name = "openssl-probe"
+version = "0.1.5"
+source = "registry+https://github.com/rust-lang/crates.io-index"
+checksum = "ff011a302c396a5197692431fc1948019154afc178baf7d8e37367442a4601cf"
+
+[[package]]
+name = "openssl-src"
+version = "300.1.3+3.1.2"
+source = "registry+https://github.com/rust-lang/crates.io-index"
+checksum = "cd2c101a165fff9935e34def4669595ab1c7847943c42be86e21503e482be107"
+dependencies = [
+ "cc",
+]
+
+[[package]]
+name = "openssl-sys"
+version = "0.9.93"
+source = "registry+https://github.com/rust-lang/crates.io-index"
+checksum = "db4d56a4c0478783083cfafcc42493dd4a981d41669da64b4572a2a089b51b1d"
+dependencies = [
+ "cc",
+ "libc",
+ "openssl-src",
+ "pkg-config",
+ "vcpkg",
+]
+
+[[package]]
+name = "opentls"
+version = "0.2.1"
+source = "registry+https://github.com/rust-lang/crates.io-index"
+checksum = "6f561874f8d6ecfb674fc08863414040c93cc90c0b6963fe679895fab8b65560"
+dependencies = [
+ "futures-util",
+ "log",
+ "openssl",
+ "openssl-probe",
+ "openssl-sys",
+ "url",
+]
+
+[[package]]
+name = "oracle"
+version = "0.5.7"
+source = "registry+https://github.com/rust-lang/crates.io-index"
+checksum = "cfe80334af1fbaea016fbef0af77f5fa32452362e29a039389b8c93737585003"
+dependencies = [
+ "cc",
+ "chrono",
+ "lazy_static",
+ "oracle_procmacro",
+ "paste",
+]
+
+[[package]]
+name = "oracle_procmacro"
+version = "0.1.2"
+source = "registry+https://github.com/rust-lang/crates.io-index"
+checksum = "ad247f3421d57de56a0d0408d3249d4b1048a522be2013656d92f022c3d8af27"
+dependencies = [
+ "darling",
+ "proc-macro2",
+ "quote",
+ "syn 1.0.109",
+]
+
+[[package]]
+name = "ordered-float"
+version = "2.10.0"
+source = "registry+https://github.com/rust-lang/crates.io-index"
+checksum = "7940cf2ca942593318d07fcf2596cdca60a85c9e7fab408a5e21a4f9dcd40d87"
+dependencies = [
+ "num-traits",
+]
+
+[[package]]
+name = "owning_ref"
+version = "0.4.1"
+source = "registry+https://github.com/rust-lang/crates.io-index"
+checksum = "6ff55baddef9e4ad00f88b6c743a2a8062d4c6ade126c2a528644b8e444d52ce"
+dependencies = [
+ "stable_deref_trait",
+]
+
+[[package]]
+name = "parking_lot"
+version = "0.11.2"
+source = "registry+https://github.com/rust-lang/crates.io-index"
+checksum = "7d17b78036a60663b797adeaee46f5c9dfebb86948d1255007a1d6be0271ff99"
+dependencies = [
+ "instant",
+ "lock_api",
+ "parking_lot_core 0.8.6",
+]
+
+[[package]]
+name = "parking_lot"
+version = "0.12.1"
+source = "registry+https://github.com/rust-lang/crates.io-index"
+checksum = "3742b2c103b9f06bc9fff0a37ff4912935851bee6d36f3c02bcc755bcfec228f"
+dependencies = [
+ "lock_api",
+ "parking_lot_core 0.9.8",
+]
+
+[[package]]
+name = "parking_lot_core"
+version = "0.8.6"
+source = "registry+https://github.com/rust-lang/crates.io-index"
+checksum = "60a2cfe6f0ad2bfc16aefa463b497d5c7a5ecd44a23efa72aa342d90177356dc"
+dependencies = [
+ "cfg-if",
+ "instant",
+ "libc",
+ "redox_syscall 0.2.16",
+ "smallvec",
+ "winapi",
+]
+
+[[package]]
+name = "parking_lot_core"
+version = "0.9.8"
+source = "registry+https://github.com/rust-lang/crates.io-index"
+checksum = "93f00c865fe7cabf650081affecd3871070f26767e7b2070a3ffae14c654b447"
+dependencies = [
+ "cfg-if",
+ "libc",
+ "redox_syscall 0.3.5",
+ "smallvec",
+ "windows-targets",
+]
+
+[[package]]
+name = "parquet"
+version = "46.0.0"
+source = "registry+https://github.com/rust-lang/crates.io-index"
+checksum = "1ad2cba786ae07da4d73371a88b9e0f9d3ffac1a9badc83922e0e15814f5c5fa"
+dependencies = [
+ "ahash 0.8.3",
+ "arrow-array",
+ "arrow-buffer",
+ "arrow-cast",
+ "arrow-data",
+ "arrow-ipc",
+ "arrow-schema",
+ "arrow-select",
+ "base64 0.21.4",
+ "brotli",
+ "bytes",
+ "chrono",
+ "flate2",
+ "futures",
+ "hashbrown 0.14.0",
+ "lz4",
+ "num",
+ "num-bigint",
+ "object_store",
+ "paste",
+ "seq-macro",
+ "snap",
+ "thrift",
+ "tokio",
+ "twox-hash",
+ "zstd",
+]
+
+[[package]]
+name = "parse-zoneinfo"
+version = "0.3.0"
+source = "registry+https://github.com/rust-lang/crates.io-index"
+checksum = "c705f256449c60da65e11ff6626e0c16a0a0b96aaa348de61376b249bc340f41"
+dependencies = [
+ "regex",
+]
+
+[[package]]
+name = "paste"
+version = "1.0.14"
+source = "registry+https://github.com/rust-lang/crates.io-index"
+checksum = "de3145af08024dea9fa9914f381a17b8fc6034dfb00f3a84013f7ff43f29ed4c"
+
+[[package]]
+name = "peeking_take_while"
+version = "0.1.2"
+source = "registry+https://github.com/rust-lang/crates.io-index"
+checksum = "19b17cddbe7ec3f8bc800887bab5e717348c95ea2ca0b1bf0837fb964dc67099"
+
+[[package]]
+name = "pem"
+version = "1.1.1"
+source = "registry+https://github.com/rust-lang/crates.io-index"
+checksum = "a8835c273a76a90455d7344889b0964598e3316e2a79ede8e36f16bdcf2228b8"
+dependencies = [
+ "base64 0.13.1",
+]
+
+[[package]]
+name = "percent-encoding"
+version = "2.3.0"
+source = "registry+https://github.com/rust-lang/crates.io-index"
+checksum = "9b2a4787296e9989611394c33f193f676704af1686e70b8f8033ab5ba9a35a94"
+
+[[package]]
+name = "petgraph"
+version = "0.6.4"
+source = "registry+https://github.com/rust-lang/crates.io-index"
+checksum = "e1d3afd2628e69da2be385eb6f2fd57c8ac7977ceeff6dc166ff1657b0e386a9"
+dependencies = [
+ "fixedbitset",
+ "indexmap 2.0.0",
+]
+
+[[package]]
+name = "phf"
+version = "0.11.2"
+source = "registry+https://github.com/rust-lang/crates.io-index"
+checksum = "ade2d8b8f33c7333b51bcf0428d37e217e9f32192ae4772156f65063b8ce03dc"
+dependencies = [
+ "phf_shared",
+]
+
+[[package]]
+name = "phf_codegen"
+version = "0.11.2"
+source = "registry+https://github.com/rust-lang/crates.io-index"
+checksum = "e8d39688d359e6b34654d328e262234662d16cc0f60ec8dcbe5e718709342a5a"
+dependencies = [
+ "phf_generator",
+ "phf_shared",
+]
+
+[[package]]
+name = "phf_generator"
+version = "0.11.2"
+source = "registry+https://github.com/rust-lang/crates.io-index"
+checksum = "48e4cc64c2ad9ebe670cb8fd69dd50ae301650392e81c05f9bfcb2d5bdbc24b0"
+dependencies = [
+ "phf_shared",
+ "rand 0.8.5",
+]
+
+[[package]]
+name = "phf_shared"
+version = "0.11.2"
+source = "registry+https://github.com/rust-lang/crates.io-index"
+checksum = "90fcb95eef784c2ac79119d1dd819e162b5da872ce6f3c3abe1e8ca1c082f72b"
+dependencies = [
+ "siphasher",
+]
+
+[[package]]
+name = "pin-project-lite"
+version = "0.2.13"
+source = "registry+https://github.com/rust-lang/crates.io-index"
+checksum = "8afb450f006bf6385ca15ef45d71d2288452bc3683ce2e2cacc0d18e4be60b58"
+
+[[package]]
+name = "pin-utils"
+version = "0.1.0"
+source = "registry+https://github.com/rust-lang/crates.io-index"
+checksum = "8b870d8c151b6f2fb93e84a13146138f05d02ed11c7e7c54f8826aaaf7c9f184"
+
+[[package]]
+name = "pkg-config"
+version = "0.3.27"
+source = "registry+https://github.com/rust-lang/crates.io-index"
+checksum = "26072860ba924cbfa98ea39c8c19b4dd6a4a25423dbdf219c1eca91aa0cf6964"
+
+[[package]]
+name = "planus"
+version = "0.3.1"
+source = "registry+https://github.com/rust-lang/crates.io-index"
+checksum = "fc1691dd09e82f428ce8d6310bd6d5da2557c82ff17694d2a32cad7242aea89f"
+dependencies = [
+ "array-init-cursor",
+]
+
+[[package]]
+name = "plotters"
+version = "0.3.5"
+source = "registry+https://github.com/rust-lang/crates.io-index"
+checksum = "d2c224ba00d7cadd4d5c660deaf2098e5e80e07846537c51f9cfa4be50c1fd45"
+dependencies = [
+ "num-traits",
+ "plotters-backend",
+ "plotters-svg",
+ "wasm-bindgen",
+ "web-sys",
+]
+
+[[package]]
+name = "plotters-backend"
+version = "0.3.5"
+source = "registry+https://github.com/rust-lang/crates.io-index"
+checksum = "9e76628b4d3a7581389a35d5b6e2139607ad7c75b17aed325f210aa91f4a9609"
+
+[[package]]
+name = "plotters-svg"
+version = "0.3.5"
+source = "registry+https://github.com/rust-lang/crates.io-index"
+checksum = "38f6d39893cca0701371e3c27294f09797214b86f1fb951b89ade8ec04e2abab"
+dependencies = [
+ "plotters-backend",
+]
+
+[[package]]
+name = "polars"
+version = "0.32.1"
+source = "registry+https://github.com/rust-lang/crates.io-index"
+checksum = "b1362d4a136c0ebacb40d88a37ba361738b222fd8a2ee9340a3d8642f698c52b"
+dependencies = [
+ "getrandom 0.2.10",
+ "polars-core",
+ "polars-io",
+ "polars-lazy",
+ "polars-ops",
+ "polars-sql",
+ "polars-time",
+ "version_check",
+]
+
+[[package]]
+name = "polars-arrow"
+version = "0.32.1"
+source = "registry+https://github.com/rust-lang/crates.io-index"
+checksum = "f967c901fa5da4ca7f64e813d1268488ba97e9b3004cefc579ff851c197a1138"
+dependencies = [
+ "arrow2",
+ "hashbrown 0.14.0",
+ "multiversion",
+ "num-traits",
+ "polars-error",
+ "thiserror",
+ "version_check",
+]
+
+[[package]]
+name = "polars-core"
+version = "0.32.1"
+source = "registry+https://github.com/rust-lang/crates.io-index"
+checksum = "b24f92fc5b167f668ff85ab9607dfa72e2c09664cacef59297ee8601dee60126"
+dependencies = [
+ "ahash 0.8.3",
+ "arrow2",
+ "bitflags 2.4.0",
+ "chrono",
+ "comfy-table",
+ "either",
+ "hashbrown 0.14.0",
+ "indexmap 2.0.0",
+ "num-traits",
+ "once_cell",
+ "polars-arrow",
+ "polars-error",
+ "polars-row",
+ "polars-utils",
+ "rand 0.8.5",
+ "rand_distr",
+ "rayon",
+ "regex",
+ "smartstring",
+ "thiserror",
+ "version_check",
+ "xxhash-rust",
+]
+
+[[package]]
+name = "polars-error"
+version = "0.32.1"
+source = "registry+https://github.com/rust-lang/crates.io-index"
+checksum = "40d09c3a7337e53b38c37b57999038440fa39c6801b9ba48afaecd8e16f7ac0a"
+dependencies = [
+ "arrow2",
+ "regex",
+ "thiserror",
+]
+
+[[package]]
+name = "polars-io"
+version = "0.32.1"
+source = "registry+https://github.com/rust-lang/crates.io-index"
+checksum = "92cab0df9f2a35702fa5aec99edfaabf9ae8e9cdd0acf69e143ad2d132f34f9c"
+dependencies = [
+ "ahash 0.8.3",
+ "arrow2",
+ "async-trait",
+ "bytes",
+ "chrono",
+ "fast-float",
+ "futures",
+ "home",
+ "lexical",
+ "lexical-core",
+ "memchr",
+ "memmap2 0.7.1",
+ "num-traits",
+ "once_cell",
+ "polars-arrow",
+ "polars-core",
+ "polars-error",
+ "polars-time",
+ "polars-utils",
+ "rayon",
+ "regex",
+ "simdutf8",
+ "tokio",
+]
+
+[[package]]
+name = "polars-lazy"
+version = "0.32.1"
+source = "registry+https://github.com/rust-lang/crates.io-index"
+checksum = "2c33762ec2a55e01c9f8776b34db86257c70a0a3b3929bd4eb91a52aacf61456"
+dependencies = [
+ "ahash 0.8.3",
+ "bitflags 2.4.0",
+ "glob",
+ "once_cell",
+ "polars-arrow",
+ "polars-core",
+ "polars-io",
+ "polars-ops",
+ "polars-pipe",
+ "polars-plan",
+ "polars-time",
+ "polars-utils",
+ "rayon",
+ "smartstring",
+ "version_check",
+]
+
+[[package]]
+name = "polars-ops"
+version = "0.32.1"
+source = "registry+https://github.com/rust-lang/crates.io-index"
+checksum = "e825575c96302d2daedfc205a0062180033c92c55bcd6aafc4e109d4d8849ed0"
+dependencies = [
+ "argminmax",
+ "arrow2",
+ "either",
+ "indexmap 2.0.0",
+ "memchr",
+ "polars-arrow",
+ "polars-core",
+ "polars-utils",
+ "smartstring",
+ "version_check",
+]
+
+[[package]]
+name = "polars-pipe"
+version = "0.32.1"
+source = "registry+https://github.com/rust-lang/crates.io-index"
+checksum = "1f2bc9a12da9ed043fb0cb51dbcb87b365e4845b7ab6399d7a81e838460c6974"
+dependencies = [
+ "enum_dispatch",
+ "hashbrown 0.14.0",
+ "num-traits",
+ "polars-arrow",
+ "polars-core",
+ "polars-io",
+ "polars-ops",
+ "polars-plan",
+ "polars-row",
+ "polars-utils",
+ "rayon",
+ "smartstring",
+ "version_check",
+]
+
+[[package]]
+name = "polars-plan"
+version = "0.32.1"
+source = "registry+https://github.com/rust-lang/crates.io-index"
+checksum = "fb67b014f0295e8e9dbb84404a91d666d477b3bc248a2ed51bc442833b16da35"
+dependencies = [
+ "ahash 0.8.3",
+ "arrow2",
+ "once_cell",
+ "polars-arrow",
+ "polars-core",
+ "polars-io",
+ "polars-ops",
+ "polars-time",
+ "polars-utils",
+ "rayon",
+ "regex",
+ "smartstring",
+ "strum_macros 0.25.2",
+ "version_check",
+]
+
+[[package]]
+name = "polars-row"
+version = "0.32.1"
+source = "registry+https://github.com/rust-lang/crates.io-index"
+checksum = "27f54c1956027bf6301948fb4f2837cf6d6b638d8dd1edf3aaeaa19906a986be"
+dependencies = [
+ "arrow2",
+ "polars-error",
+ "polars-utils",
+]
+
+[[package]]
+name = "polars-sql"
+version = "0.32.1"
+source = "registry+https://github.com/rust-lang/crates.io-index"
+checksum = "dbfcb15cf8eebd25ea1724109d0153817cd484c6326290585f0736b4e7fcf2f4"
+dependencies = [
+ "polars-arrow",
+ "polars-core",
+ "polars-lazy",
+ "polars-plan",
+ "serde",
+ "serde_json",
+ "sqlparser 0.36.1",
+]
+
+[[package]]
+name = "polars-time"
+version = "0.32.1"
+source = "registry+https://github.com/rust-lang/crates.io-index"
+checksum = "53f42d2632f5971c9575041d33cbcfb1f996900c40bbf58bc6eb0a0c5efbecea"
+dependencies = [
+ "arrow2",
+ "atoi",
+ "chrono",
+ "now",
+ "once_cell",
+ "polars-arrow",
+ "polars-core",
+ "polars-ops",
+ "polars-utils",
+ "regex",
+ "smartstring",
+]
+
+[[package]]
+name = "polars-utils"
+version = "0.32.1"
+source = "registry+https://github.com/rust-lang/crates.io-index"
+checksum = "c326708a370d71dc6e11a8f4bbc10a8479e1c314dc048ba73543b815cd0bf339"
+dependencies = [
+ "ahash 0.8.3",
+ "hashbrown 0.14.0",
+ "num-traits",
+ "once_cell",
+ "polars-error",
+ "rayon",
+ "smartstring",
+ "sysinfo",
+ "version_check",
+]
+
+[[package]]
+name = "postgres"
+version = "0.19.7"
+source = "registry+https://github.com/rust-lang/crates.io-index"
+checksum = "7915b33ed60abc46040cbcaa25ffa1c7ec240668e0477c4f3070786f5916d451"
+dependencies = [
+ "bytes",
+ "fallible-iterator",
+ "futures-util",
+ "log",
+ "tokio",
+ "tokio-postgres",
+]
+
+[[package]]
+name = "postgres-native-tls"
+version = "0.5.0"
+source = "registry+https://github.com/rust-lang/crates.io-index"
+checksum = "2d442770e2b1e244bb5eb03b31c79b65bb2568f413b899eaba850fa945a65954"
+dependencies = [
+ "futures",
+ "native-tls",
+ "tokio",
+ "tokio-native-tls",
+ "tokio-postgres",
+]
+
+[[package]]
+name = "postgres-openssl"
+version = "0.5.0"
+source = "registry+https://github.com/rust-lang/crates.io-index"
+checksum = "1de0ea6504e07ca78355a6fb88ad0f36cafe9e696cbc6717f16a207f3a60be72"
+dependencies = [
+ "futures",
+ "openssl",
+ "tokio",
+ "tokio-openssl",
+ "tokio-postgres",
+]
+
+[[package]]
+name = "postgres-protocol"
+version = "0.6.6"
+source = "registry+https://github.com/rust-lang/crates.io-index"
+checksum = "49b6c5ef183cd3ab4ba005f1ca64c21e8bd97ce4699cfea9e8d9a2c4958ca520"
+dependencies = [
+ "base64 0.21.4",
+ "byteorder",
+ "bytes",
+ "fallible-iterator",
+ "hmac",
+ "md-5",
+ "memchr",
+ "rand 0.8.5",
+ "sha2",
+ "stringprep",
+]
+
+[[package]]
+name = "postgres-types"
+version = "0.2.6"
+source = "registry+https://github.com/rust-lang/crates.io-index"
+checksum = "8d2234cdee9408b523530a9b6d2d6b373d1db34f6a8e51dc03ded1828d7fb67c"
+dependencies = [
+ "bytes",
+ "chrono",
+ "fallible-iterator",
+ "postgres-protocol",
+ "serde",
+ "serde_json",
+ "uuid 0.8.2",
+]
+
+[[package]]
+name = "pprof"
+version = "0.5.1"
+source = "registry+https://github.com/rust-lang/crates.io-index"
+checksum = "bc842ca3fb958643d1696cfdada75410482480c11a7129463924fff5ab18d405"
+dependencies = [
+ "backtrace",
+ "inferno",
+ "lazy_static",
+ "libc",
+ "log",
+ "nix",
+ "parking_lot 0.11.2",
+ "symbolic-demangle",
+ "tempfile",
+ "thiserror",
+]
+
+[[package]]
+name = "ppv-lite86"
+version = "0.2.17"
+source = "registry+https://github.com/rust-lang/crates.io-index"
+checksum = "5b40af805b3121feab8a3c29f04d8ad262fa8e0561883e7653e024ae4479e6de"
+
+[[package]]
+name = "pretty-hex"
+version = "0.1.1"
+source = "registry+https://github.com/rust-lang/crates.io-index"
+checksum = "be91bcc43e73799dc46a6c194a55e7aae1d86cc867c860fd4a436019af21bd8c"
+
+[[package]]
+name = "proc-macro-crate"
+version = "0.1.5"
+source = "registry+https://github.com/rust-lang/crates.io-index"
+checksum = "1d6ea3c4595b96363c13943497db34af4460fb474a95c43f4446ad341b8c9785"
+dependencies = [
+ "toml",
+]
+
+[[package]]
+name = "proc-macro-hack"
+version = "0.5.20+deprecated"
+source = "registry+https://github.com/rust-lang/crates.io-index"
+checksum = "dc375e1527247fe1a97d8b7156678dfe7c1af2fc075c9a4db3690ecd2a148068"
+
+[[package]]
+name = "proc-macro2"
+version = "1.0.67"
+source = "registry+https://github.com/rust-lang/crates.io-index"
+checksum = "3d433d9f1a3e8c1263d9456598b16fec66f4acc9a74dacffd35c7bb09b3a1328"
+dependencies = [
+ "unicode-ident",
+]
+
+[[package]]
+name = "ptr_meta"
+version = "0.1.4"
+source = "registry+https://github.com/rust-lang/crates.io-index"
+checksum = "0738ccf7ea06b608c10564b31debd4f5bc5e197fc8bfe088f68ae5ce81e7a4f1"
+dependencies = [
+ "ptr_meta_derive",
+]
+
+[[package]]
+name = "ptr_meta_derive"
+version = "0.1.4"
+source = "registry+https://github.com/rust-lang/crates.io-index"
+checksum = "16b845dbfca988fa33db069c0e230574d15a3088f147a87b64c7589eb662c9ac"
+dependencies = [
+ "proc-macro2",
+ "quote",
+ "syn 1.0.109",
+]
+
+[[package]]
+name = "quick-xml"
+version = "0.22.0"
+source = "registry+https://github.com/rust-lang/crates.io-index"
+checksum = "8533f14c8382aaad0d592c812ac3b826162128b65662331e1127b45c3d18536b"
+dependencies = [
+ "memchr",
+]
+
+[[package]]
+name = "quote"
+version = "1.0.33"
+source = "registry+https://github.com/rust-lang/crates.io-index"
+checksum = "5267fca4496028628a95160fc423a33e8b2e6af8a5302579e322e4b520293cae"
+dependencies = [
+ "proc-macro2",
+]
+
+[[package]]
+name = "r2d2"
+version = "0.8.10"
+source = "registry+https://github.com/rust-lang/crates.io-index"
+checksum = "51de85fb3fb6524929c8a2eb85e6b6d363de4e8c48f9e2c2eac4944abc181c93"
+dependencies = [
+ "log",
+ "parking_lot 0.12.1",
+ "scheduled-thread-pool",
+]
+
+[[package]]
+name = "r2d2-oracle"
+version = "0.6.0"
+source = "registry+https://github.com/rust-lang/crates.io-index"
+checksum = "e592c29a9d04b2eb9aa5adc8775087200343b486efa8a374cb43a02f4269d67f"
+dependencies = [
+ "oracle",
+ "r2d2",
+]
+
+[[package]]
+name = "r2d2_mysql"
+version = "23.0.0"
+source = "registry+https://github.com/rust-lang/crates.io-index"
+checksum = "9733d738ce65959a744f387bae69aa690a867e18d48e5486b171c47bc7b0c575"
+dependencies = [
+ "mysql",
+ "r2d2",
+]
+
+[[package]]
+name = "r2d2_postgres"
+version = "0.18.1"
+source = "registry+https://github.com/rust-lang/crates.io-index"
+checksum = "7029c56be658cb54f321e0bee597810ee16796b735fa2559d7056bf06b12230b"
+dependencies = [
+ "postgres",
+ "r2d2",
+]
+
+[[package]]
+name = "r2d2_sqlite"
+version = "0.22.0"
+source = "registry+https://github.com/rust-lang/crates.io-index"
+checksum = "99f31323d6161385f385046738df520e0e8694fa74852d35891fc0be08348ddc"
+dependencies = [
+ "r2d2",
+ "rusqlite",
+ "uuid 1.4.1",
+]
+
+[[package]]
+name = "radium"
+version = "0.7.0"
+source = "registry+https://github.com/rust-lang/crates.io-index"
+checksum = "dc33ff2d4973d518d823d61aa239014831e521c75da58e3df4840d3f47749d09"
+
+[[package]]
+name = "rand"
+version = "0.7.3"
+source = "registry+https://github.com/rust-lang/crates.io-index"
+checksum = "6a6b1679d49b24bbfe0c803429aa1874472f50d9b363131f0e89fc356b544d03"
+dependencies = [
+ "getrandom 0.1.16",
+ "libc",
+ "rand_chacha 0.2.2",
+ "rand_core 0.5.1",
+ "rand_hc",
+]
+
+[[package]]
+name = "rand"
+version = "0.8.5"
+source = "registry+https://github.com/rust-lang/crates.io-index"
+checksum = "34af8d1a0e25924bc5b7c43c079c942339d8f0a8b57c39049bef581b46327404"
+dependencies = [
+ "libc",
+ "rand_chacha 0.3.1",
+ "rand_core 0.6.4",
+]
+
+[[package]]
+name = "rand_chacha"
+version = "0.2.2"
+source = "registry+https://github.com/rust-lang/crates.io-index"
+checksum = "f4c8ed856279c9737206bf725bf36935d8666ead7aa69b52be55af369d193402"
+dependencies = [
+ "ppv-lite86",
+ "rand_core 0.5.1",
+]
+
+[[package]]
+name = "rand_chacha"
+version = "0.3.1"
+source = "registry+https://github.com/rust-lang/crates.io-index"
+checksum = "e6c10a63a0fa32252be49d21e7709d4d4baf8d231c2dbce1eaa8141b9b127d88"
+dependencies = [
+ "ppv-lite86",
+ "rand_core 0.6.4",
+]
+
+[[package]]
+name = "rand_core"
+version = "0.5.1"
+source = "registry+https://github.com/rust-lang/crates.io-index"
+checksum = "90bde5296fc891b0cef12a6d03ddccc162ce7b2aff54160af9338f8d40df6d19"
+dependencies = [
+ "getrandom 0.1.16",
+]
+
+[[package]]
+name = "rand_core"
+version = "0.6.4"
+source = "registry+https://github.com/rust-lang/crates.io-index"
+checksum = "ec0be4795e2f6a28069bec0b5ff3e2ac9bafc99e6a9a7dc3547996c5c816922c"
+dependencies = [
+ "getrandom 0.2.10",
+]
+
+[[package]]
+name = "rand_distr"
+version = "0.4.3"
+source = "registry+https://github.com/rust-lang/crates.io-index"
+checksum = "32cb0b9bc82b0a0876c2dd994a7e7a2683d3e7390ca40e6886785ef0c7e3ee31"
+dependencies = [
+ "num-traits",
+ "rand 0.8.5",
+]
+
+[[package]]
+name = "rand_hc"
+version = "0.2.0"
+source = "registry+https://github.com/rust-lang/crates.io-index"
+checksum = "ca3129af7b92a17112d59ad498c6f81eaf463253766b90396d39ea7a39d6613c"
+dependencies = [
+ "rand_core 0.5.1",
+]
+
+[[package]]
+name = "rawpointer"
+version = "0.2.1"
+source = "registry+https://github.com/rust-lang/crates.io-index"
+checksum = "60a357793950651c4ed0f3f52338f53b2f809f32d83a07f72909fa13e4c6c1e3"
+
+[[package]]
+name = "rayon"
+version = "1.7.0"
+source = "registry+https://github.com/rust-lang/crates.io-index"
+checksum = "1d2df5196e37bcc87abebc0053e20787d73847bb33134a69841207dd0a47f03b"
+dependencies = [
+ "either",
+ "rayon-core",
+]
+
+[[package]]
+name = "rayon-core"
+version = "1.11.0"
+source = "registry+https://github.com/rust-lang/crates.io-index"
+checksum = "4b8f95bd6966f5c87776639160a66bd8ab9895d9d4ab01ddba9fc60661aebe8d"
+dependencies = [
+ "crossbeam-channel",
+ "crossbeam-deque",
+ "crossbeam-utils",
+ "num_cpus",
+]
+
+[[package]]
+name = "redox_syscall"
+version = "0.2.16"
+source = "registry+https://github.com/rust-lang/crates.io-index"
+checksum = "fb5a58c1855b4b6819d59012155603f0b22ad30cad752600aadfcb695265519a"
+dependencies = [
+ "bitflags 1.3.2",
+]
+
+[[package]]
+name = "redox_syscall"
+version = "0.3.5"
+source = "registry+https://github.com/rust-lang/crates.io-index"
+checksum = "567664f262709473930a4bf9e51bf2ebf3348f2e748ccc50dea20646858f8f29"
+dependencies = [
+ "bitflags 1.3.2",
+]
+
+[[package]]
+name = "redox_users"
+version = "0.4.3"
+source = "registry+https://github.com/rust-lang/crates.io-index"
+checksum = "b033d837a7cf162d7993aded9304e30a83213c648b6e389db233191f891e5c2b"
+dependencies = [
+ "getrandom 0.2.10",
+ "redox_syscall 0.2.16",
+ "thiserror",
+]
+
+[[package]]
+name = "regex"
+version = "1.9.5"
+source = "registry+https://github.com/rust-lang/crates.io-index"
+checksum = "697061221ea1b4a94a624f67d0ae2bfe4e22b8a17b6a192afb11046542cc8c47"
+dependencies = [
+ "aho-corasick",
+ "memchr",
+ "regex-automata",
+ "regex-syntax 0.7.5",
+]
+
+[[package]]
+name = "regex-automata"
+version = "0.3.8"
+source = "registry+https://github.com/rust-lang/crates.io-index"
+checksum = "c2f401f4955220693b56f8ec66ee9c78abffd8d1c4f23dc41a23839eb88f0795"
+dependencies = [
+ "aho-corasick",
+ "memchr",
+ "regex-syntax 0.7.5",
+]
+
+[[package]]
+name = "regex-syntax"
+version = "0.6.29"
+source = "registry+https://github.com/rust-lang/crates.io-index"
+checksum = "f162c6dd7b008981e4d40210aca20b4bd0f9b60ca9271061b07f78537722f2e1"
+
+[[package]]
+name = "regex-syntax"
+version = "0.7.5"
+source = "registry+https://github.com/rust-lang/crates.io-index"
+checksum = "dbb5fb1acd8a1a18b3dd5be62d25485eb770e05afb408a9627d14d451bae12da"
+
+[[package]]
+name = "rend"
+version = "0.4.0"
+source = "registry+https://github.com/rust-lang/crates.io-index"
+checksum = "581008d2099240d37fb08d77ad713bcaec2c4d89d50b5b21a8bb1996bbab68ab"
+dependencies = [
+ "bytecheck",
+]
+
+[[package]]
+name = "reqwest"
+version = "0.11.20"
+source = "registry+https://github.com/rust-lang/crates.io-index"
+checksum = "3e9ad3fe7488d7e34558a2033d45a0c90b72d97b4f80705666fea71472e2e6a1"
+dependencies = [
+ "base64 0.21.4",
+ "bytes",
+ "encoding_rs",
+ "futures-core",
+ "futures-util",
+ "h2",
+ "http",
+ "http-body",
+ "hyper",
+ "hyper-rustls 0.24.1",
+ "ipnet",
+ "js-sys",
+ "log",
+ "mime",
+ "once_cell",
+ "percent-encoding",
+ "pin-project-lite",
+ "rustls 0.21.7",
+ "rustls-pemfile 1.0.3",
+ "serde",
+ "serde_json",
+ "serde_urlencoded",
+ "tokio",
+ "tokio-rustls 0.24.1",
+ "tower-service",
+ "url",
+ "wasm-bindgen",
+ "wasm-bindgen-futures",
+ "web-sys",
+ "webpki-roots",
+ "winreg",
+]
+
+[[package]]
+name = "rgb"
+version = "0.8.36"
+source = "registry+https://github.com/rust-lang/crates.io-index"
+checksum = "20ec2d3e3fc7a92ced357df9cebd5a10b6fb2aa1ee797bf7e9ce2f17dffc8f59"
+dependencies = [
+ "bytemuck",
+]
+
+[[package]]
+name = "ring"
+version = "0.16.20"
+source = "registry+https://github.com/rust-lang/crates.io-index"
+checksum = "3053cf52e236a3ed746dfc745aa9cacf1b791d846bdaf412f60a8d7d6e17c8fc"
+dependencies = [
+ "cc",
+ "libc",
+ "once_cell",
+ "spin",
+ "untrusted",
+ "web-sys",
+ "winapi",
+]
+
+[[package]]
+name = "rkyv"
+version = "0.7.42"
+source = "registry+https://github.com/rust-lang/crates.io-index"
+checksum = "0200c8230b013893c0b2d6213d6ec64ed2b9be2e0e016682b7224ff82cff5c58"
+dependencies = [
+ "bitvec",
+ "bytecheck",
+ "hashbrown 0.12.3",
+ "ptr_meta",
+ "rend",
+ "rkyv_derive",
+ "seahash",
+ "tinyvec",
+ "uuid 1.4.1",
+]
+
+[[package]]
+name = "rkyv_derive"
+version = "0.7.42"
+source = "registry+https://github.com/rust-lang/crates.io-index"
+checksum = "b2e06b915b5c230a17d7a736d1e2e63ee753c256a8614ef3f5147b13a4f5541d"
+dependencies = [
+ "proc-macro2",
+ "quote",
+ "syn 1.0.109",
+]
+
+[[package]]
+name = "rusqlite"
+version = "0.29.0"
+source = "registry+https://github.com/rust-lang/crates.io-index"
+checksum = "549b9d036d571d42e6e85d1c1425e2ac83491075078ca9a15be021c56b1641f2"
+dependencies = [
+ "bitflags 2.4.0",
+ "chrono",
+ "fallible-iterator",
+ "fallible-streaming-iterator",
+ "hashlink",
+ "libsqlite3-sys",
+ "smallvec",
+]
+
+[[package]]
+name = "rust_decimal"
+version = "1.32.0"
+source = "registry+https://github.com/rust-lang/crates.io-index"
+checksum = "a4c4216490d5a413bc6d10fa4742bd7d4955941d062c0ef873141d6b0e7b30fd"
+dependencies = [
+ "arrayvec",
+ "borsh",
+ "bytes",
+ "num-traits",
+ "postgres",
+ "rand 0.8.5",
+ "rkyv",
+ "serde",
+ "serde_json",
+]
+
+[[package]]
+name = "rust_decimal_macros"
+version = "1.32.0"
+source = "registry+https://github.com/rust-lang/crates.io-index"
+checksum = "86444b802de0b10ac5e563b5ddb43b541b9705de4e01a50e82194d2b183c1835"
+dependencies = [
+ "quote",
+ "rust_decimal",
+]
+
+[[package]]
+name = "rustc-demangle"
+version = "0.1.23"
+source = "registry+https://github.com/rust-lang/crates.io-index"
+checksum = "d626bb9dae77e28219937af045c257c28bfd3f69333c512553507f5f9798cb76"
+
+[[package]]
+name = "rustc-hash"
+version = "1.1.0"
+source = "registry+https://github.com/rust-lang/crates.io-index"
+checksum = "08d43f7aa6b08d49f382cde6a7982047c3426db949b1424bc4b7ec9ae12c6ce2"
+
+[[package]]
+name = "rustc_version"
+version = "0.4.0"
+source = "registry+https://github.com/rust-lang/crates.io-index"
+checksum = "bfa0f585226d2e68097d4f95d113b15b83a82e819ab25717ec0590d9584ef366"
+dependencies = [
+ "semver",
+]
+
+[[package]]
+name = "rustix"
+version = "0.38.13"
+source = "registry+https://github.com/rust-lang/crates.io-index"
+checksum = "d7db8590df6dfcd144d22afd1b83b36c21a18d7cbc1dc4bb5295a8712e9eb662"
+dependencies = [
+ "bitflags 2.4.0",
+ "errno",
+ "libc",
+ "linux-raw-sys",
+ "windows-sys",
+]
+
+[[package]]
+name = "rustls"
+version = "0.20.9"
+source = "registry+https://github.com/rust-lang/crates.io-index"
+checksum = "1b80e3dec595989ea8510028f30c408a4630db12c9cbb8de34203b89d6577e99"
+dependencies = [
+ "log",
+ "ring",
+ "sct",
+ "webpki",
+]
+
+[[package]]
+name = "rustls"
+version = "0.21.7"
+source = "registry+https://github.com/rust-lang/crates.io-index"
+checksum = "cd8d6c9f025a446bc4d18ad9632e69aec8f287aa84499ee335599fabd20c3fd8"
+dependencies = [
+ "log",
+ "ring",
+ "rustls-webpki",
+ "sct",
+]
+
+[[package]]
+name = "rustls-native-certs"
+version = "0.6.3"
+source = "registry+https://github.com/rust-lang/crates.io-index"
+checksum = "a9aace74cb666635c918e9c12bc0d348266037aa8eb599b5cba565709a8dff00"
+dependencies = [
+ "openssl-probe",
+ "rustls-pemfile 1.0.3",
+ "schannel",
+ "security-framework",
+]
+
+[[package]]
+name = "rustls-pemfile"
+version = "0.3.0"
+source = "registry+https://github.com/rust-lang/crates.io-index"
+checksum = "1ee86d63972a7c661d1536fefe8c3c8407321c3df668891286de28abcd087360"
+dependencies = [
+ "base64 0.13.1",
+]
+
+[[package]]
+name = "rustls-pemfile"
+version = "1.0.3"
+source = "registry+https://github.com/rust-lang/crates.io-index"
+checksum = "2d3987094b1d07b653b7dfdc3f70ce9a1da9c51ac18c1b06b662e4f9a0e9f4b2"
+dependencies = [
+ "base64 0.21.4",
+]
+
+[[package]]
+name = "rustls-webpki"
+version = "0.101.5"
+source = "registry+https://github.com/rust-lang/crates.io-index"
+checksum = "45a27e3b59326c16e23d30aeb7a36a24cc0d29e71d68ff611cdfb4a01d013bed"
+dependencies = [
+ "ring",
+ "untrusted",
+]
+
+[[package]]
+name = "rustversion"
+version = "1.0.14"
+source = "registry+https://github.com/rust-lang/crates.io-index"
+checksum = "7ffc183a10b4478d04cbbbfc96d0873219d962dd5accaff2ffbd4ceb7df837f4"
+
+[[package]]
+name = "ryu"
+version = "1.0.15"
+source = "registry+https://github.com/rust-lang/crates.io-index"
+checksum = "1ad4cc8da4ef723ed60bced201181d83791ad433213d8c24efffda1eec85d741"
+
+[[package]]
+name = "same-file"
+version = "1.0.6"
+source = "registry+https://github.com/rust-lang/crates.io-index"
+checksum = "93fc1dc3aaa9bfed95e02e6eadabb4baf7e3078b0bd1b4d7b6b0b68378900502"
+dependencies = [
+ "winapi-util",
+]
+
+[[package]]
+name = "saturating"
+version = "0.1.0"
+source = "registry+https://github.com/rust-lang/crates.io-index"
+checksum = "ece8e78b2f38ec51c51f5d475df0a7187ba5111b2a28bdc761ee05b075d40a71"
+
+[[package]]
+name = "schannel"
+version = "0.1.22"
+source = "registry+https://github.com/rust-lang/crates.io-index"
+checksum = "0c3733bf4cf7ea0880754e19cb5a462007c4a8c1914bff372ccc95b464f1df88"
+dependencies = [
+ "windows-sys",
+]
+
+[[package]]
+name = "scheduled-thread-pool"
+version = "0.2.7"
+source = "registry+https://github.com/rust-lang/crates.io-index"
+checksum = "3cbc66816425a074528352f5789333ecff06ca41b36b0b0efdfbb29edc391a19"
+dependencies = [
+ "parking_lot 0.12.1",
+]
+
+[[package]]
+name = "scopeguard"
+version = "1.2.0"
+source = "registry+https://github.com/rust-lang/crates.io-index"
+checksum = "94143f37725109f92c262ed2cf5e59bce7498c01bcc1502d7b9afe439a4e9f49"
+
+[[package]]
+name = "sct"
+version = "0.7.0"
+source = "registry+https://github.com/rust-lang/crates.io-index"
+checksum = "d53dcdb7c9f8158937a7981b48accfd39a43af418591a5d008c7b22b5e1b7ca4"
+dependencies = [
+ "ring",
+ "untrusted",
+]
+
+[[package]]
+name = "seahash"
+version = "4.1.0"
+source = "registry+https://github.com/rust-lang/crates.io-index"
+checksum = "1c107b6f4780854c8b126e228ea8869f4d7b71260f962fefb57b996b8959ba6b"
+
+[[package]]
+name = "security-framework"
+version = "2.9.2"
+source = "registry+https://github.com/rust-lang/crates.io-index"
+checksum = "05b64fb303737d99b81884b2c63433e9ae28abebe5eb5045dcdd175dc2ecf4de"
+dependencies = [
+ "bitflags 1.3.2",
+ "core-foundation",
+ "core-foundation-sys",
+ "libc",
+ "security-framework-sys",
+]
+
+[[package]]
+name = "security-framework-sys"
+version = "2.9.1"
+source = "registry+https://github.com/rust-lang/crates.io-index"
+checksum = "e932934257d3b408ed8f30db49d85ea163bfe74961f017f405b025af298f0c7a"
+dependencies = [
+ "core-foundation-sys",
+ "libc",
+]
+
+[[package]]
+name = "semver"
+version = "1.0.18"
+source = "registry+https://github.com/rust-lang/crates.io-index"
+checksum = "b0293b4b29daaf487284529cc2f5675b8e57c61f70167ba415a463651fd6a918"
+
+[[package]]
+name = "seq-macro"
+version = "0.3.5"
+source = "registry+https://github.com/rust-lang/crates.io-index"
+checksum = "a3f0bf26fd526d2a95683cd0f87bf103b8539e2ca1ef48ce002d67aad59aa0b4"
+
+[[package]]
+name = "serde"
+version = "1.0.188"
+source = "registry+https://github.com/rust-lang/crates.io-index"
+checksum = "cf9e0fcba69a370eed61bcf2b728575f726b50b55cba78064753d708ddc7549e"
+dependencies = [
+ "serde_derive",
+]
+
+[[package]]
+name = "serde_cbor"
+version = "0.11.2"
+source = "registry+https://github.com/rust-lang/crates.io-index"
+checksum = "2bef2ebfde456fb76bbcf9f59315333decc4fda0b2b44b420243c11e0f5ec1f5"
+dependencies = [
+ "half 1.8.2",
+ "serde",
+]
+
+[[package]]
+name = "serde_derive"
+version = "1.0.188"
+source = "registry+https://github.com/rust-lang/crates.io-index"
+checksum = "4eca7ac642d82aa35b60049a6eccb4be6be75e599bd2e9adb5f875a737654af2"
+dependencies = [
+ "proc-macro2",
+ "quote",
+ "syn 2.0.33",
+]
+
+[[package]]
+name = "serde_json"
+version = "1.0.106"
+source = "registry+https://github.com/rust-lang/crates.io-index"
+checksum = "2cc66a619ed80bf7a0f6b17dd063a84b88f6dea1813737cf469aef1d081142c2"
+dependencies = [
+ "itoa",
+ "ryu",
+ "serde",
+]
+
+[[package]]
+name = "serde_urlencoded"
+version = "0.7.1"
+source = "registry+https://github.com/rust-lang/crates.io-index"
+checksum = "d3491c14715ca2294c4d6a88f15e84739788c1d030eed8c110436aafdaa2f3fd"
+dependencies = [
+ "form_urlencoded",
+ "itoa",
+ "ryu",
+ "serde",
+]
+
+[[package]]
+name = "sha1"
+version = "0.10.5"
+source = "registry+https://github.com/rust-lang/crates.io-index"
+checksum = "f04293dc80c3993519f2d7f6f511707ee7094fe0c6d3406feb330cdb3540eba3"
+dependencies = [
+ "cfg-if",
+ "cpufeatures",
+ "digest",
+]
+
+[[package]]
+name = "sha2"
+version = "0.10.7"
+source = "registry+https://github.com/rust-lang/crates.io-index"
+checksum = "479fb9d862239e610720565ca91403019f2f00410f1864c5aa7479b950a76ed8"
+dependencies = [
+ "cfg-if",
+ "cpufeatures",
+ "digest",
+]
+
+[[package]]
+name = "shlex"
+version = "1.2.0"
+source = "registry+https://github.com/rust-lang/crates.io-index"
+checksum = "a7cee0529a6d40f580e7a5e6c495c8fbfe21b7b52795ed4bb5e62cdf92bc6380"
+
+[[package]]
+name = "signal-hook"
+version = "0.3.17"
+source = "registry+https://github.com/rust-lang/crates.io-index"
+checksum = "8621587d4798caf8eb44879d42e56b9a93ea5dcd315a6487c357130095b62801"
+dependencies = [
+ "libc",
+ "signal-hook-registry",
+]
+
+[[package]]
+name = "signal-hook-mio"
+version = "0.2.3"
+source = "registry+https://github.com/rust-lang/crates.io-index"
+checksum = "29ad2e15f37ec9a6cc544097b78a1ec90001e9f71b81338ca39f430adaca99af"
+dependencies = [
+ "libc",
+ "mio",
+ "signal-hook",
+]
+
+[[package]]
+name = "signal-hook-registry"
+version = "1.4.1"
+source = "registry+https://github.com/rust-lang/crates.io-index"
+checksum = "d8229b473baa5980ac72ef434c4415e70c4b5e71b423043adb4ba059f89c99a1"
+dependencies = [
+ "libc",
+]
+
+[[package]]
+name = "simdutf8"
+version = "0.1.4"
+source = "registry+https://github.com/rust-lang/crates.io-index"
+checksum = "f27f6278552951f1f2b8cf9da965d10969b2efdea95a6ec47987ab46edfe263a"
+
+[[package]]
+name = "siphasher"
+version = "0.3.11"
+source = "registry+https://github.com/rust-lang/crates.io-index"
+checksum = "38b58827f4464d87d377d175e90bf58eb00fd8716ff0a62f80356b5e61555d0d"
+
+[[package]]
+name = "slab"
+version = "0.4.9"
+source = "registry+https://github.com/rust-lang/crates.io-index"
+checksum = "8f92a496fb766b417c996b9c5e57daf2f7ad3b0bebe1ccfca4856390e3d3bb67"
+dependencies = [
+ "autocfg",
+]
+
+[[package]]
+name = "smallvec"
+version = "1.11.0"
+source = "registry+https://github.com/rust-lang/crates.io-index"
+checksum = "62bb4feee49fdd9f707ef802e22365a35de4b7b299de4763d44bfea899442ff9"
+
+[[package]]
+name = "smartstring"
+version = "1.0.1"
+source = "registry+https://github.com/rust-lang/crates.io-index"
+checksum = "3fb72c633efbaa2dd666986505016c32c3044395ceaf881518399d2f4127ee29"
+dependencies = [
+ "autocfg",
+ "static_assertions",
+ "version_check",
+]
+
+[[package]]
+name = "snafu"
+version = "0.7.5"
+source = "registry+https://github.com/rust-lang/crates.io-index"
+checksum = "e4de37ad025c587a29e8f3f5605c00f70b98715ef90b9061a815b9e59e9042d6"
+dependencies = [
+ "doc-comment",
+ "snafu-derive",
+]
+
+[[package]]
+name = "snafu-derive"
+version = "0.7.5"
+source = "registry+https://github.com/rust-lang/crates.io-index"
+checksum = "990079665f075b699031e9c08fd3ab99be5029b96f3b78dc0709e8f77e4efebf"
+dependencies = [
+ "heck",
+ "proc-macro2",
+ "quote",
+ "syn 1.0.109",
+]
+
+[[package]]
+name = "snap"
+version = "1.1.0"
+source = "registry+https://github.com/rust-lang/crates.io-index"
+checksum = "5e9f0ab6ef7eb7353d9119c170a436d1bf248eea575ac42d19d12f4e34130831"
+
+[[package]]
+name = "socket2"
+version = "0.4.9"
+source = "registry+https://github.com/rust-lang/crates.io-index"
+checksum = "64a4a911eed85daf18834cfaa86a79b7d266ff93ff5ba14005426219480ed662"
+dependencies = [
+ "libc",
+ "winapi",
+]
+
+[[package]]
+name = "socket2"
+version = "0.5.4"
+source = "registry+https://github.com/rust-lang/crates.io-index"
+checksum = "4031e820eb552adee9295814c0ced9e5cf38ddf1e8b7d566d6de8e2538ea989e"
+dependencies = [
+ "libc",
+ "windows-sys",
+]
+
+[[package]]
+name = "spin"
+version = "0.5.2"
+source = "registry+https://github.com/rust-lang/crates.io-index"
+checksum = "6e63cff320ae2c57904679ba7cb63280a3dc4613885beafb148ee7bf9aa9042d"
+
+[[package]]
+name = "sqlparser"
+version = "0.36.1"
+source = "registry+https://github.com/rust-lang/crates.io-index"
+checksum = "2eaa1e88e78d2c2460d78b7dc3f0c08dbb606ab4222f9aff36f420d36e307d87"
+dependencies = [
+ "log",
+]
+
+[[package]]
+name = "sqlparser"
+version = "0.37.0"
+source = "registry+https://github.com/rust-lang/crates.io-index"
+checksum = "37ae05a8250b968a3f7db93155a84d68b2e6cea1583949af5ca5b5170c76c075"
+dependencies = [
+ "log",
+ "sqlparser_derive",
+]
+
+[[package]]
+name = "sqlparser_derive"
+version = "0.1.1"
+source = "registry+https://github.com/rust-lang/crates.io-index"
+checksum = "55fe75cb4a364c7f7ae06c7dbbc8d84bddd85d6cdf9975963c3935bc1991761e"
+dependencies = [
+ "proc-macro2",
+ "quote",
+ "syn 1.0.109",
+]
+
+[[package]]
+name = "stable_deref_trait"
+version = "1.2.0"
+source = "registry+https://github.com/rust-lang/crates.io-index"
+checksum = "a8f112729512f8e442d81f95a8a7ddf2b7c6b8a1a6f509a95864142b30cab2d3"
+
+[[package]]
+name = "static_assertions"
+version = "1.1.0"
+source = "registry+https://github.com/rust-lang/crates.io-index"
+checksum = "a2eb9349b6444b326872e140eb1cf5e7c522154d69e7a0ffb0fb81c06b37543f"
+
+[[package]]
+name = "str_stack"
+version = "0.1.0"
+source = "registry+https://github.com/rust-lang/crates.io-index"
+checksum = "9091b6114800a5f2141aee1d1b9d6ca3592ac062dc5decb3764ec5895a47b4eb"
+
+[[package]]
+name = "strength_reduce"
+version = "0.2.4"
+source = "registry+https://github.com/rust-lang/crates.io-index"
+checksum = "fe895eb47f22e2ddd4dabc02bce419d2e643c8e3b585c78158b349195bc24d82"
+
+[[package]]
+name = "stringprep"
+version = "0.1.4"
+source = "registry+https://github.com/rust-lang/crates.io-index"
+checksum = "bb41d74e231a107a1b4ee36bd1214b11285b77768d2e3824aedafa988fd36ee6"
+dependencies = [
+ "finl_unicode",
+ "unicode-bidi",
+ "unicode-normalization",
+]
+
+[[package]]
+name = "strsim"
+version = "0.8.0"
+source = "registry+https://github.com/rust-lang/crates.io-index"
+checksum = "8ea5119cdb4c55b55d432abb513a0429384878c15dde60cc77b1c99de1a95a6a"
+
+[[package]]
+name = "strsim"
+version = "0.10.0"
+source = "registry+https://github.com/rust-lang/crates.io-index"
+checksum = "73473c0e59e6d5812c5dfe2a064a6444949f089e20eec9a2e5506596494e4623"
+
+[[package]]
+name = "strum"
+version = "0.24.1"
+source = "registry+https://github.com/rust-lang/crates.io-index"
+checksum = "063e6045c0e62079840579a7e47a355ae92f60eb74daaf156fb1e84ba164e63f"
+
+[[package]]
+name = "strum"
+version = "0.25.0"
+source = "registry+https://github.com/rust-lang/crates.io-index"
+checksum = "290d54ea6f91c969195bdbcd7442c8c2a2ba87da8bf60a7ee86a235d4bc1e125"
+dependencies = [
+ "strum_macros 0.25.2",
+]
+
+[[package]]
+name = "strum_macros"
+version = "0.24.3"
+source = "registry+https://github.com/rust-lang/crates.io-index"
+checksum = "1e385be0d24f186b4ce2f9982191e7101bb737312ad61c1f2f984f34bcf85d59"
+dependencies = [
+ "heck",
+ "proc-macro2",
+ "quote",
+ "rustversion",
+ "syn 1.0.109",
+]
+
+[[package]]
+name = "strum_macros"
+version = "0.25.2"
+source = "registry+https://github.com/rust-lang/crates.io-index"
+checksum = "ad8d03b598d3d0fff69bf533ee3ef19b8eeb342729596df84bcc7e1f96ec4059"
+dependencies = [
+ "heck",
+ "proc-macro2",
+ "quote",
+ "rustversion",
+ "syn 2.0.33",
+]
+
+[[package]]
+name = "subprocess"
+version = "0.2.9"
+source = "registry+https://github.com/rust-lang/crates.io-index"
+checksum = "0c2e86926081dda636c546d8c5e641661049d7562a68f5488be4a1f7f66f6086"
+dependencies = [
+ "libc",
+ "winapi",
+]
+
+[[package]]
+name = "subtle"
+version = "2.5.0"
+source = "registry+https://github.com/rust-lang/crates.io-index"
+checksum = "81cdd64d312baedb58e21336b31bc043b77e01cc99033ce76ef539f78e965ebc"
+
+[[package]]
+name = "symbolic-common"
+version = "8.8.0"
+source = "registry+https://github.com/rust-lang/crates.io-index"
+checksum = "f551f902d5642e58039aee6a9021a61037926af96e071816361644983966f540"
+dependencies = [
+ "debugid",
+ "memmap2 0.5.10",
+ "stable_deref_trait",
+ "uuid 0.8.2",
+]
+
+[[package]]
+name = "symbolic-demangle"
+version = "8.8.0"
+source = "registry+https://github.com/rust-lang/crates.io-index"
+checksum = "4564ca7b4e6eb14105aa8bbbce26e080f6b5d9c4373e67167ab31f7b86443750"
+dependencies = [
+ "cpp_demangle",
+ "rustc-demangle",
+ "symbolic-common",
+]
+
+[[package]]
+name = "syn"
+version = "1.0.109"
+source = "registry+https://github.com/rust-lang/crates.io-index"
+checksum = "72b64191b275b66ffe2469e8af2c1cfe3bafa67b529ead792a6d0160888b4237"
+dependencies = [
+ "proc-macro2",
+ "quote",
+ "unicode-ident",
+]
+
+[[package]]
+name = "syn"
+version = "2.0.33"
+source = "registry+https://github.com/rust-lang/crates.io-index"
+checksum = "9caece70c63bfba29ec2fed841a09851b14a235c60010fa4de58089b6c025668"
+dependencies = [
+ "proc-macro2",
+ "quote",
+ "unicode-ident",
+]
+
+[[package]]
+name = "sysinfo"
+version = "0.29.10"
+source = "registry+https://github.com/rust-lang/crates.io-index"
+checksum = "0a18d114d420ada3a891e6bc8e96a2023402203296a47cdd65083377dad18ba5"
+dependencies = [
+ "cfg-if",
+ "core-foundation-sys",
+ "libc",
+ "ntapi",
+ "once_cell",
+ "winapi",
+]
+
+[[package]]
+name = "tap"
+version = "1.0.1"
+source = "registry+https://github.com/rust-lang/crates.io-index"
+checksum = "55937e1799185b12863d447f42597ed69d9928686b8d88a1df17376a097d8369"
+
+[[package]]
+name = "target-features"
+version = "0.1.4"
+source = "registry+https://github.com/rust-lang/crates.io-index"
+checksum = "06f6b473c37f9add4cf1df5b4d66a8ef58ab6c895f1a3b3f949cf3e21230140e"
+
+[[package]]
+name = "tempfile"
+version = "3.8.0"
+source = "registry+https://github.com/rust-lang/crates.io-index"
+checksum = "cb94d2f3cc536af71caac6b6fcebf65860b347e7ce0cc9ebe8f70d3e521054ef"
+dependencies = [
+ "cfg-if",
+ "fastrand",
+ "redox_syscall 0.3.5",
+ "rustix",
+ "windows-sys",
+]
+
+[[package]]
+name = "termcolor"
+version = "1.2.0"
+source = "registry+https://github.com/rust-lang/crates.io-index"
+checksum = "be55cf8942feac5c765c2c993422806843c9a9a45d4d5c407ad6dd2ea95eb9b6"
+dependencies = [
+ "winapi-util",
+]
+
+[[package]]
+name = "textwrap"
+version = "0.11.0"
+source = "registry+https://github.com/rust-lang/crates.io-index"
+checksum = "d326610f408c7a4eb6f51c37c330e496b08506c9457c9d34287ecc38809fb060"
+dependencies = [
+ "unicode-width",
+]
+
+[[package]]
+name = "thiserror"
+version = "1.0.48"
+source = "registry+https://github.com/rust-lang/crates.io-index"
+checksum = "9d6d7a740b8a666a7e828dd00da9c0dc290dff53154ea77ac109281de90589b7"
+dependencies = [
+ "thiserror-impl",
+]
+
+[[package]]
+name = "thiserror-impl"
+version = "1.0.48"
+source = "registry+https://github.com/rust-lang/crates.io-index"
+checksum = "49922ecae66cc8a249b77e68d1d0623c1b2c514f0060c27cdc68bd62a1219d35"
+dependencies = [
+ "proc-macro2",
+ "quote",
+ "syn 2.0.33",
+]
+
+[[package]]
+name = "thrift"
+version = "0.17.0"
+source = "registry+https://github.com/rust-lang/crates.io-index"
+checksum = "7e54bc85fc7faa8bc175c4bab5b92ba8d9a3ce893d0e9f42cc455c8ab16a9e09"
+dependencies = [
+ "byteorder",
+ "integer-encoding",
+ "ordered-float",
+]
+
+[[package]]
+name = "tiberius"
+version = "0.5.16"
+source = "registry+https://github.com/rust-lang/crates.io-index"
+checksum = "e08c782c165a53700c17e4b15a1f6facc21e40a6a80402c518e0f3a2c3fcedd4"
+dependencies = [
+ "async-native-tls",
+ "async-stream 0.2.1",
+ "async-trait",
+ "asynchronous-codec",
+ "byteorder",
+ "bytes",
+ "chrono",
+ "connection-string",
+ "encoding",
+ "enumflags2",
+ "futures",
+ "futures-sink",
+ "futures-util",
+ "libgssapi",
+ "num-traits",
+ "once_cell",
+ "opentls",
+ "pin-project-lite",
+ "pretty-hex",
+ "rust_decimal",
+ "thiserror",
+ "tracing",
+ "uuid 0.8.2",
+ "winauth",
+]
+
+[[package]]
+name = "time"
+version = "0.3.28"
+source = "registry+https://github.com/rust-lang/crates.io-index"
+checksum = "17f6bb557fd245c28e6411aa56b6403c689ad95061f50e4be16c274e70a17e48"
+dependencies = [
+ "deranged",
+ "itoa",
+ "libc",
+ "num_threads",
+ "serde",
+ "time-core",
+ "time-macros",
+]
+
+[[package]]
+name = "time-core"
+version = "0.1.1"
+source = "registry+https://github.com/rust-lang/crates.io-index"
+checksum = "7300fbefb4dadc1af235a9cef3737cea692a9d97e1b9cbcd4ebdae6f8868e6fb"
+
+[[package]]
+name = "time-macros"
+version = "0.2.14"
+source = "registry+https://github.com/rust-lang/crates.io-index"
+checksum = "1a942f44339478ef67935ab2bbaec2fb0322496cf3cbe84b261e06ac3814c572"
+dependencies = [
+ "time-core",
+]
+
+[[package]]
+name = "tiny-keccak"
+version = "2.0.2"
+source = "registry+https://github.com/rust-lang/crates.io-index"
+checksum = "2c9d3793400a45f954c52e73d068316d76b6f4e36977e3fcebb13a2721e80237"
+dependencies = [
+ "crunchy",
+]
+
+[[package]]
+name = "tinytemplate"
+version = "1.2.1"
+source = "registry+https://github.com/rust-lang/crates.io-index"
+checksum = "be4d6b5f19ff7664e8c98d03e2139cb510db9b0a60b55f8e8709b689d939b6bc"
+dependencies = [
+ "serde",
+ "serde_json",
+]
+
+[[package]]
+name = "tinyvec"
+version = "1.6.0"
+source = "registry+https://github.com/rust-lang/crates.io-index"
+checksum = "87cc5ceb3875bb20c2890005a4e226a4651264a5c75edb2421b52861a0a0cb50"
+dependencies = [
+ "tinyvec_macros",
+]
+
+[[package]]
+name = "tinyvec_macros"
+version = "0.1.1"
+source = "registry+https://github.com/rust-lang/crates.io-index"
+checksum = "1f3ccbac311fea05f86f61904b462b55fb3df8837a366dfc601a0161d0532f20"
+
+[[package]]
+name = "tokio"
+version = "1.32.0"
+source = "registry+https://github.com/rust-lang/crates.io-index"
+checksum = "17ed6077ed6cd6c74735e21f37eb16dc3935f96878b1fe961074089cc80893f9"
+dependencies = [
+ "backtrace",
+ "bytes",
+ "libc",
+ "mio",
+ "num_cpus",
+ "parking_lot 0.12.1",
+ "pin-project-lite",
+ "socket2 0.5.4",
+ "tokio-macros",
+ "windows-sys",
+]
+
+[[package]]
+name = "tokio-macros"
+version = "2.1.0"
+source = "registry+https://github.com/rust-lang/crates.io-index"
+checksum = "630bdcf245f78637c13ec01ffae6187cca34625e8c63150d424b59e55af2675e"
+dependencies = [
+ "proc-macro2",
+ "quote",
+ "syn 2.0.33",
+]
+
+[[package]]
+name = "tokio-native-tls"
+version = "0.3.1"
+source = "registry+https://github.com/rust-lang/crates.io-index"
+checksum = "bbae76ab933c85776efabc971569dd6119c580d8f5d448769dec1764bf796ef2"
+dependencies = [
+ "native-tls",
+ "tokio",
+]
+
+[[package]]
+name = "tokio-openssl"
+version = "0.6.3"
+source = "registry+https://github.com/rust-lang/crates.io-index"
+checksum = "c08f9ffb7809f1b20c1b398d92acf4cc719874b3b2b2d9ea2f09b4a80350878a"
+dependencies = [
+ "futures-util",
+ "openssl",
+ "openssl-sys",
+ "tokio",
+]
+
+[[package]]
+name = "tokio-postgres"
+version = "0.7.10"
+source = "registry+https://github.com/rust-lang/crates.io-index"
+checksum = "d340244b32d920260ae7448cb72b6e238bddc3d4f7603394e7dd46ed8e48f5b8"
+dependencies = [
+ "async-trait",
+ "byteorder",
+ "bytes",
+ "fallible-iterator",
+ "futures-channel",
+ "futures-util",
+ "log",
+ "parking_lot 0.12.1",
+ "percent-encoding",
+ "phf",
+ "pin-project-lite",
+ "postgres-protocol",
+ "postgres-types",
+ "rand 0.8.5",
+ "socket2 0.5.4",
+ "tokio",
+ "tokio-util 0.7.8",
+ "whoami",
+]
+
+[[package]]
+name = "tokio-rustls"
+version = "0.23.4"
+source = "registry+https://github.com/rust-lang/crates.io-index"
+checksum = "c43ee83903113e03984cb9e5cebe6c04a5116269e900e3ddba8f068a62adda59"
+dependencies = [
+ "rustls 0.20.9",
+ "tokio",
+ "webpki",
+]
+
+[[package]]
+name = "tokio-rustls"
+version = "0.24.1"
+source = "registry+https://github.com/rust-lang/crates.io-index"
+checksum = "c28327cf380ac148141087fbfb9de9d7bd4e84ab5d2c28fbc911d753de8a7081"
+dependencies = [
+ "rustls 0.21.7",
+ "tokio",
+]
+
+[[package]]
+name = "tokio-stream"
+version = "0.1.14"
+source = "registry+https://github.com/rust-lang/crates.io-index"
+checksum = "397c988d37662c7dda6d2208364a706264bf3d6138b11d436cbac0ad38832842"
+dependencies = [
+ "futures-core",
+ "pin-project-lite",
+ "tokio",
+]
+
+[[package]]
+name = "tokio-util"
+version = "0.6.10"
+source = "registry+https://github.com/rust-lang/crates.io-index"
+checksum = "36943ee01a6d67977dd3f84a5a1d2efeb4ada3a1ae771cadfaa535d9d9fc6507"
+dependencies = [
+ "bytes",
+ "futures-core",
+ "futures-io",
+ "futures-sink",
+ "log",
+ "pin-project-lite",
+ "tokio",
+]
+
+[[package]]
+name = "tokio-util"
+version = "0.7.8"
+source = "registry+https://github.com/rust-lang/crates.io-index"
+checksum = "806fe8c2c87eccc8b3267cbae29ed3ab2d0bd37fca70ab622e46aaa9375ddb7d"
+dependencies = [
+ "bytes",
+ "futures-core",
+ "futures-sink",
+ "pin-project-lite",
+ "tokio",
+ "tracing",
+]
+
+[[package]]
+name = "toml"
+version = "0.5.11"
+source = "registry+https://github.com/rust-lang/crates.io-index"
+checksum = "f4f7f0dd8d50a853a531c426359045b1998f04219d88799810762cd4ad314234"
+dependencies = [
+ "serde",
+]
+
+[[package]]
+name = "tower-service"
+version = "0.3.2"
+source = "registry+https://github.com/rust-lang/crates.io-index"
+checksum = "b6bc1c9ce2b5135ac7f93c72918fc37feb872bdc6a5533a8b85eb4b86bfdae52"
+
+[[package]]
+name = "tracing"
+version = "0.1.37"
+source = "registry+https://github.com/rust-lang/crates.io-index"
+checksum = "8ce8c33a8d48bd45d624a6e523445fd21ec13d3653cd51f681abf67418f54eb8"
+dependencies = [
+ "cfg-if",
+ "log",
+ "pin-project-lite",
+ "tracing-attributes",
+ "tracing-core",
+]
+
+[[package]]
+name = "tracing-attributes"
+version = "0.1.26"
+source = "registry+https://github.com/rust-lang/crates.io-index"
+checksum = "5f4f31f56159e98206da9efd823404b79b6ef3143b4a7ab76e67b1751b25a4ab"
+dependencies = [
+ "proc-macro2",
+ "quote",
+ "syn 2.0.33",
+]
+
+[[package]]
+name = "tracing-core"
+version = "0.1.31"
+source = "registry+https://github.com/rust-lang/crates.io-index"
+checksum = "0955b8137a1df6f1a2e9a37d8a6656291ff0297c1a97c24e0d8425fe2312f79a"
+dependencies = [
+ "once_cell",
+]
+
+[[package]]
+name = "try-lock"
+version = "0.2.4"
+source = "registry+https://github.com/rust-lang/crates.io-index"
+checksum = "3528ecfd12c466c6f163363caf2d02a71161dd5e1cc6ae7b34207ea2d42d81ed"
+
+[[package]]
+name = "twox-hash"
+version = "1.6.3"
+source = "registry+https://github.com/rust-lang/crates.io-index"
+checksum = "97fee6b57c6a41524a810daee9286c02d7752c4253064d0b05472833a438f675"
+dependencies = [
+ "cfg-if",
+ "rand 0.8.5",
+ "static_assertions",
+]
+
+[[package]]
+name = "typenum"
+version = "1.16.0"
+source = "registry+https://github.com/rust-lang/crates.io-index"
+checksum = "497961ef93d974e23eb6f433eb5fe1b7930b659f06d12dec6fc44a8f554c0bba"
+
+[[package]]
+name = "unicode-bidi"
+version = "0.3.13"
+source = "registry+https://github.com/rust-lang/crates.io-index"
+checksum = "92888ba5573ff080736b3648696b70cafad7d250551175acbaa4e0385b3e1460"
+
+[[package]]
+name = "unicode-ident"
+version = "1.0.12"
+source = "registry+https://github.com/rust-lang/crates.io-index"
+checksum = "3354b9ac3fae1ff6755cb6db53683adb661634f67557942dea4facebec0fee4b"
+
+[[package]]
+name = "unicode-normalization"
+version = "0.1.22"
+source = "registry+https://github.com/rust-lang/crates.io-index"
+checksum = "5c5713f0fc4b5db668a2ac63cdb7bb4469d8c9fed047b1d0292cc7b0ce2ba921"
+dependencies = [
+ "tinyvec",
+]
+
+[[package]]
+name = "unicode-segmentation"
+version = "1.10.1"
+source = "registry+https://github.com/rust-lang/crates.io-index"
+checksum = "1dd624098567895118886609431a7c3b8f516e41d30e0643f03d94592a147e36"
+
+[[package]]
+name = "unicode-width"
+version = "0.1.10"
+source = "registry+https://github.com/rust-lang/crates.io-index"
+checksum = "c0edd1e5b14653f783770bce4a4dabb4a5108a5370a5f5d8cfe8710c361f6c8b"
+
+[[package]]
+name = "untrusted"
+version = "0.7.1"
+source = "registry+https://github.com/rust-lang/crates.io-index"
+checksum = "a156c684c91ea7d62626509bce3cb4e1d9ed5c4d978f7b4352658f96a4c26b4a"
+
+[[package]]
+name = "url"
+version = "2.4.1"
+source = "registry+https://github.com/rust-lang/crates.io-index"
+checksum = "143b538f18257fac9cad154828a57c6bf5157e1aa604d4816b5995bf6de87ae5"
+dependencies = [
+ "form_urlencoded",
+ "idna",
+ "percent-encoding",
+]
+
+[[package]]
+name = "urlencoding"
+version = "2.1.3"
+source = "registry+https://github.com/rust-lang/crates.io-index"
+checksum = "daf8dba3b7eb870caf1ddeed7bc9d2a049f3cfdfae7cb521b087cc33ae4c49da"
+
+[[package]]
+name = "uuid"
+version = "0.8.2"
+source = "registry+https://github.com/rust-lang/crates.io-index"
+checksum = "bc5cf98d8186244414c848017f0e2676b3fcb46807f6668a97dfe67359a3c4b7"
+dependencies = [
+ "getrandom 0.2.10",
+ "md5 0.7.0",
+]
+
+[[package]]
+name = "uuid"
+version = "1.4.1"
+source = "registry+https://github.com/rust-lang/crates.io-index"
+checksum = "79daa5ed5740825c40b389c5e50312b9c86df53fccd33f281df655642b43869d"
+dependencies = [
+ "getrandom 0.2.10",
+ "rand 0.8.5",
+]
+
+[[package]]
+name = "vcpkg"
+version = "0.2.15"
+source = "registry+https://github.com/rust-lang/crates.io-index"
+checksum = "accd4ea62f7bb7a82fe23066fb0957d48ef677f6eeb8215f372f52e48bb32426"
+
+[[package]]
+name = "vec_map"
+version = "0.8.2"
+source = "registry+https://github.com/rust-lang/crates.io-index"
+checksum = "f1bddf1187be692e79c5ffeab891132dfb0f236ed36a43c7ed39f1165ee20191"
+
+[[package]]
+name = "version_check"
+version = "0.9.4"
+source = "registry+https://github.com/rust-lang/crates.io-index"
+checksum = "49874b5167b65d7193b8aba1567f5c7d93d001cafc34600cee003eda787e483f"
+
+[[package]]
+name = "walkdir"
+version = "2.4.0"
+source = "registry+https://github.com/rust-lang/crates.io-index"
+checksum = "d71d857dc86794ca4c280d616f7da00d2dbfd8cd788846559a6813e6aa4b54ee"
+dependencies = [
+ "same-file",
+ "winapi-util",
+]
+
+[[package]]
+name = "want"
+version = "0.3.1"
+source = "registry+https://github.com/rust-lang/crates.io-index"
+checksum = "bfa7760aed19e106de2c7c0b581b509f2f25d3dacaf737cb82ac61bc6d760b0e"
+dependencies = [
+ "try-lock",
+]
+
+[[package]]
+name = "wasi"
+version = "0.9.0+wasi-snapshot-preview1"
+source = "registry+https://github.com/rust-lang/crates.io-index"
+checksum = "cccddf32554fecc6acb585f82a32a72e28b48f8c4c1883ddfeeeaa96f7d8e519"
+
+[[package]]
+name = "wasi"
+version = "0.11.0+wasi-snapshot-preview1"
+source = "registry+https://github.com/rust-lang/crates.io-index"
+checksum = "9c8d87e72b64a3b4db28d11ce29237c246188f4f51057d65a7eab63b7987e423"
+
+[[package]]
+name = "wasm-bindgen"
+version = "0.2.79"
+source = "registry+https://github.com/rust-lang/crates.io-index"
+checksum = "25f1af7423d8588a3d840681122e72e6a24ddbcb3f0ec385cac0d12d24256c06"
+dependencies = [
+ "cfg-if",
+ "wasm-bindgen-macro",
+]
+
+[[package]]
+name = "wasm-bindgen-backend"
+version = "0.2.79"
+source = "registry+https://github.com/rust-lang/crates.io-index"
+checksum = "8b21c0df030f5a177f3cba22e9bc4322695ec43e7257d865302900290bcdedca"
+dependencies = [
+ "bumpalo",
+ "lazy_static",
+ "log",
+ "proc-macro2",
+ "quote",
+ "syn 1.0.109",
+ "wasm-bindgen-shared",
+]
+
+[[package]]
+name = "wasm-bindgen-futures"
+version = "0.4.29"
+source = "registry+https://github.com/rust-lang/crates.io-index"
+checksum = "2eb6ec270a31b1d3c7e266b999739109abce8b6c87e4b31fcfcd788b65267395"
+dependencies = [
+ "cfg-if",
+ "js-sys",
+ "wasm-bindgen",
+ "web-sys",
+]
+
+[[package]]
+name = "wasm-bindgen-macro"
+version = "0.2.79"
+source = "registry+https://github.com/rust-lang/crates.io-index"
+checksum = "2f4203d69e40a52ee523b2529a773d5ffc1dc0071801c87b3d270b471b80ed01"
+dependencies = [
+ "quote",
+ "wasm-bindgen-macro-support",
+]
+
+[[package]]
+name = "wasm-bindgen-macro-support"
+version = "0.2.79"
+source = "registry+https://github.com/rust-lang/crates.io-index"
+checksum = "bfa8a30d46208db204854cadbb5d4baf5fcf8071ba5bf48190c3e59937962ebc"
+dependencies = [
+ "proc-macro2",
+ "quote",
+ "syn 1.0.109",
+ "wasm-bindgen-backend",
+ "wasm-bindgen-shared",
+]
+
+[[package]]
+name = "wasm-bindgen-shared"
+version = "0.2.79"
+source = "registry+https://github.com/rust-lang/crates.io-index"
+checksum = "3d958d035c4438e28c70e4321a2911302f10135ce78a9c7834c0cab4123d06a2"
+
+[[package]]
+name = "web-sys"
+version = "0.3.56"
+source = "registry+https://github.com/rust-lang/crates.io-index"
+checksum = "c060b319f29dd25724f09a2ba1418f142f539b2be99fbf4d2d5a8f7330afb8eb"
+dependencies = [
+ "js-sys",
+ "wasm-bindgen",
+]
+
+[[package]]
+name = "webpki"
+version = "0.22.1"
+source = "registry+https://github.com/rust-lang/crates.io-index"
+checksum = "f0e74f82d49d545ad128049b7e88f6576df2da6b02e9ce565c6f533be576957e"
+dependencies = [
+ "ring",
+ "untrusted",
+]
+
+[[package]]
+name = "webpki-roots"
+version = "0.25.2"
+source = "registry+https://github.com/rust-lang/crates.io-index"
+checksum = "14247bb57be4f377dfb94c72830b8ce8fc6beac03cf4bf7b9732eadd414123fc"
+
+[[package]]
+name = "which"
+version = "4.4.2"
+source = "registry+https://github.com/rust-lang/crates.io-index"
+checksum = "87ba24419a2078cd2b0f2ede2691b6c66d8e47836da3b6db8265ebad47afbfc7"
+dependencies = [
+ "either",
+ "home",
+ "once_cell",
+ "rustix",
+]
+
+[[package]]
+name = "whoami"
+version = "1.4.1"
+source = "registry+https://github.com/rust-lang/crates.io-index"
+checksum = "22fc3756b8a9133049b26c7f61ab35416c130e8c09b660f5b3958b446f52cc50"
+dependencies = [
+ "wasm-bindgen",
+ "web-sys",
+]
+
+[[package]]
+name = "winapi"
+version = "0.3.9"
+source = "registry+https://github.com/rust-lang/crates.io-index"
+checksum = "5c839a674fcd7a98952e593242ea400abe93992746761e38641405d28b00f419"
+dependencies = [
+ "winapi-i686-pc-windows-gnu",
+ "winapi-x86_64-pc-windows-gnu",
+]
+
+[[package]]
+name = "winapi-i686-pc-windows-gnu"
+version = "0.4.0"
+source = "registry+https://github.com/rust-lang/crates.io-index"
+checksum = "ac3b87c63620426dd9b991e5ce0329eff545bccbbb34f3be09ff6fb6ab51b7b6"
+
+[[package]]
+name = "winapi-util"
+version = "0.1.5"
+source = "registry+https://github.com/rust-lang/crates.io-index"
+checksum = "70ec6ce85bb158151cae5e5c87f95a8e97d2c0c4b001223f33a334e3ce5de178"
+dependencies = [
+ "winapi",
+]
+
+[[package]]
+name = "winapi-x86_64-pc-windows-gnu"
+version = "0.4.0"
+source = "registry+https://github.com/rust-lang/crates.io-index"
+checksum = "712e227841d057c1ee1cd2fb22fa7e5a5461ae8e48fa2ca79ec42cfc1931183f"
+
+[[package]]
+name = "winauth"
+version = "0.0.4"
+source = "registry+https://github.com/rust-lang/crates.io-index"
+checksum = "8f820cd208ce9c6b050812dc2d724ba98c6c1e9db5ce9b3f58d925ae5723a5e6"
+dependencies = [
+ "bitflags 1.3.2",
+ "byteorder",
+ "md5 0.6.1",
+ "rand 0.7.3",
+ "winapi",
+]
+
+[[package]]
+name = "windows"
+version = "0.48.0"
+source = "registry+https://github.com/rust-lang/crates.io-index"
+checksum = "e686886bc078bc1b0b600cac0147aadb815089b6e4da64016cbd754b6342700f"
+dependencies = [
+ "windows-targets",
+]
+
+[[package]]
+name = "windows-sys"
+version = "0.48.0"
+source = "registry+https://github.com/rust-lang/crates.io-index"
+checksum = "677d2418bec65e3338edb076e806bc1ec15693c5d0104683f2efe857f61056a9"
+dependencies = [
+ "windows-targets",
+]
+
+[[package]]
+name = "windows-targets"
+version = "0.48.5"
+source = "registry+https://github.com/rust-lang/crates.io-index"
+checksum = "9a2fa6e2155d7247be68c096456083145c183cbbbc2764150dda45a87197940c"
+dependencies = [
+ "windows_aarch64_gnullvm",
+ "windows_aarch64_msvc",
+ "windows_i686_gnu",
+ "windows_i686_msvc",
+ "windows_x86_64_gnu",
+ "windows_x86_64_gnullvm",
+ "windows_x86_64_msvc",
+]
+
+[[package]]
+name = "windows_aarch64_gnullvm"
+version = "0.48.5"
+source = "registry+https://github.com/rust-lang/crates.io-index"
+checksum = "2b38e32f0abccf9987a4e3079dfb67dcd799fb61361e53e2882c3cbaf0d905d8"
+
+[[package]]
+name = "windows_aarch64_msvc"
+version = "0.48.5"
+source = "registry+https://github.com/rust-lang/crates.io-index"
+checksum = "dc35310971f3b2dbbf3f0690a219f40e2d9afcf64f9ab7cc1be722937c26b4bc"
+
+[[package]]
+name = "windows_i686_gnu"
+version = "0.48.5"
+source = "registry+https://github.com/rust-lang/crates.io-index"
+checksum = "a75915e7def60c94dcef72200b9a8e58e5091744960da64ec734a6c6e9b3743e"
+
+[[package]]
+name = "windows_i686_msvc"
+version = "0.48.5"
+source = "registry+https://github.com/rust-lang/crates.io-index"
+checksum = "8f55c233f70c4b27f66c523580f78f1004e8b5a8b659e05a4eb49d4166cca406"
+
+[[package]]
+name = "windows_x86_64_gnu"
+version = "0.48.5"
+source = "registry+https://github.com/rust-lang/crates.io-index"
+checksum = "53d40abd2583d23e4718fddf1ebec84dbff8381c07cae67ff7768bbf19c6718e"
+
+[[package]]
+name = "windows_x86_64_gnullvm"
+version = "0.48.5"
+source = "registry+https://github.com/rust-lang/crates.io-index"
+checksum = "0b7b52767868a23d5bab768e390dc5f5c55825b6d30b86c844ff2dc7414044cc"
+
+[[package]]
+name = "windows_x86_64_msvc"
+version = "0.48.5"
+source = "registry+https://github.com/rust-lang/crates.io-index"
+checksum = "ed94fce61571a4006852b7389a063ab983c02eb1bb37b47f8272ce92d06d9538"
+
+[[package]]
+name = "winreg"
+version = "0.50.0"
+source = "registry+https://github.com/rust-lang/crates.io-index"
+checksum = "524e57b2c537c0f9b1e69f1965311ec12182b4122e45035b1508cd24d2adadb1"
+dependencies = [
+ "cfg-if",
+ "windows-sys",
+]
+
+[[package]]
+name = "wyz"
+version = "0.5.1"
+source = "registry+https://github.com/rust-lang/crates.io-index"
+checksum = "05f360fc0b24296329c78fda852a1e9ae82de9cf7b27dae4b7f62f118f77b9ed"
+dependencies = [
+ "tap",
+]
+
+[[package]]
+name = "xxhash-rust"
+version = "0.8.7"
+source = "registry+https://github.com/rust-lang/crates.io-index"
+checksum = "9828b178da53440fa9c766a3d2f73f7cf5d0ac1fe3980c1e5018d899fd19e07b"
+
+[[package]]
+name = "xz2"
+version = "0.1.7"
+source = "registry+https://github.com/rust-lang/crates.io-index"
+checksum = "388c44dc09d76f1536602ead6d325eb532f5c122f17782bd57fb47baeeb767e2"
+dependencies = [
+ "lzma-sys",
+]
+
+[[package]]
+name = "yup-oauth2"
+version = "7.0.1"
+source = "registry+https://github.com/rust-lang/crates.io-index"
+checksum = "98748970d2ddf05253e6525810d989740334aa7509457864048a829902db76f3"
+dependencies = [
+ "anyhow",
+ "async-trait",
+ "base64 0.13.1",
+ "futures",
+ "http",
+ "hyper",
+ "hyper-rustls 0.23.2",
+ "itertools 0.10.5",
+ "log",
+ "percent-encoding",
+ "rustls 0.20.9",
+ "rustls-pemfile 0.3.0",
+ "seahash",
+ "serde",
+ "serde_json",
+ "time",
+ "tokio",
+ "tower-service",
+ "url",
+]
+
+[[package]]
+name = "zstd"
+version = "0.12.4"
+source = "registry+https://github.com/rust-lang/crates.io-index"
+checksum = "1a27595e173641171fc74a1232b7b1c7a7cb6e18222c11e9dfb9888fa424c53c"
+dependencies = [
+ "zstd-safe",
+]
+
+[[package]]
+name = "zstd-safe"
+version = "6.0.6"
+source = "registry+https://github.com/rust-lang/crates.io-index"
+checksum = "ee98ffd0b48ee95e6c5168188e44a54550b1564d9d530ee21d5f0eaed1069581"
+dependencies = [
+ "libc",
+ "zstd-sys",
+]
+
+[[package]]
+name = "zstd-sys"
+version = "2.0.8+zstd.1.5.5"
+source = "registry+https://github.com/rust-lang/crates.io-index"
+checksum = "5556e6ee25d32df2586c098bbfa278803692a20d0ab9565e049480d52707ec8c"
+dependencies = [
+ "cc",
+ "libc",
+ "pkg-config",
+]
diff --git a/Cargo.toml b/Cargo.toml
new file mode 100644
index 0000000..0bbd499
--- /dev/null
+++ b/Cargo.toml
@@ -0,0 +1,12 @@
+[workspace]
+default-members = ["connectorx"]
+members = ["connectorx", "connectorx-cpp"]
+resolver = "2"
+
+[profile.release]
+debug = true
+lto = true
+
+[workspace.dependencies]
+arrow = {version = "46", features = ["prettyprint", "ffi"]}
+arrow2 = {version = "0.17", default-features = false}
diff --git a/Justfile b/Justfile
new file mode 100644
index 0000000..07ac506
--- /dev/null
+++ b/Justfile
@@ -0,0 +1,130 @@
+set dotenv-load := true
+
+build-release:
+    cargo build --release --features all
+
+build-debug:
+    cargo build --features all
+
+build-cpp +ARGS="":
+    cd connectorx-cpp && cargo build {{ARGS}}
+
+build-cpp-release +ARGS="":
+    cd connectorx-cpp && cargo build --release {{ARGS}}
+
+test +ARGS="": 
+    cargo test --features all {{ARGS}} -- --nocapture
+
+test-feature-gate:
+    cargo c --features src_postgres
+    cargo c --features src_mysql
+    cargo c --features src_mssql
+    cargo c --features src_sqlite
+    cargo c --features src_oracle
+    cargo c --features src_csv
+    cargo c --features src_dummy
+    cargo c --features dst_arrow
+    cargo c --features dst_arrow2
+
+bootstrap-python:
+    cd connectorx-python && poetry install
+
+setup-java:
+    cd federated-query/rewriter && mvn package -Dmaven.test.skip=true
+    cp -f ./federated-query/rewriter/target/federated-rewriter-1.0-SNAPSHOT-jar-with-dependencies.jar connectorx-python/connectorx/dependencies/federated-rewriter.jar
+
+setup-python:
+    cd connectorx-python && poetry run maturin develop --release
+    
+test-python +opts="": setup-python
+    cd connectorx-python && poetry run pytest connectorx/tests -v -s {{opts}}
+
+test-python-s +opts="":
+    cd connectorx-python && poetry run pytest connectorx/tests -v -s {{opts}}
+
+test-fed file="3.sql":
+    cd connectorx && cargo run --features src_postgres --features src_mysql --features dst_arrow --features federation --example federated_test "../federated-query/test-queries/{{file}}"
+
+test-datafusion:
+    cd connectorx && cargo run --features src_postgres --features src_mysql --features dst_arrow --features federation --example test
+
+seed-db:
+    #!/bin/bash
+    psql $POSTGRES_URL -f scripts/postgres.sql
+    sqlite3 ${SQLITE_URL#sqlite://} < scripts/sqlite.sql
+    mysql --protocol tcp -h$MYSQL_HOST -P$MYSQL_PORT -u$MYSQL_USER -p$MYSQL_PASSWORD $MYSQL_DB < scripts/mysql.sql
+    mssql-cli -S$MSSQL_HOST -U$MSSQL_USER -P$MSSQL_PASSWORD -d$MSSQL_DB -i scripts/mssql.sql
+
+# dbs not included in ci
+seed-db-more:
+    mysql --protocol tcp -h$CLICKHOUSE_HOST -P$CLICKHOUSE_PORT -u$CLICKHOUSE_USER -p$CLICKHOUSE_PASSWORD $CLICKHOUSE_DB < scripts/clickhouse.sql
+    psql $REDSHIFT_URL -f scripts/redshift.sql
+    ORACLE_URL_SCRIPT=`echo ${ORACLE_URL#oracle://} | sed "s/:/\//"`
+    cat scripts/oracle.sql | sqlplus $ORACLE_URL_SCRIPT
+    mysql --protocol tcp -h$MARIADB_HOST -P$MARIADB_PORT -u$MARIADB_USER -p$MARIADB_PASSWORD $MARIADB_DB < scripts/mysql.sql
+
+# benches 
+flame-tpch conn="POSTGRES_URL":
+    cd connectorx-python && PYO3_PYTHON=$HOME/.pyenv/versions/3.8.6/bin/python3.8 PYTHONPATH=$HOME/.pyenv/versions/conn/lib/python3.8/site-packages LD_LIBRARY_PATH=$HOME/.pyenv/versions/3.8.6/lib/ cargo run --no-default-features --features executable --features fptr --features nbstr --features dsts --features srcs --release --example flame_tpch {{conn}}
+
+build-tpch:
+    cd connectorx-python && cargo build --no-default-features --features executable --features fptr --release --example tpch
+
+cachegrind-tpch: build-tpch
+    valgrind --tool=cachegrind target/release/examples/tpch
+
+python-tpch name +ARGS="": setup-python
+    #!/bin/bash
+    export PYTHONPATH=$PWD/connectorx-python
+    cd connectorx-python && \
+    poetry run python ../benchmarks/tpch-{{name}}.py {{ARGS}}
+
+python-tpch-ext name +ARGS="":
+    cd connectorx-python && poetry run python ../benchmarks/tpch-{{name}}.py {{ARGS}}
+
+python-ddos name +ARGS="": setup-python
+    #!/bin/bash
+    export PYTHONPATH=$PWD/connectorx-python
+    cd connectorx-python && \
+    poetry run python ../benchmarks/ddos-{{name}}.py {{ARGS}}
+
+python-ddos-ext name +ARGS="":
+    cd connectorx-python && poetry run python ../benchmarks/ddos-{{name}}.py {{ARGS}}
+
+
+python-shell:
+    cd connectorx-python && \
+    poetry run ipython
+
+benchmark-report: setup-python
+    cd connectorx-python && \
+    poetry run pytest connectorx/tests/benchmarks.py --benchmark-json ../benchmark.json
+    
+# releases
+build-python-wheel:
+    # need to get the j4rs dependency first
+    cd connectorx-python && maturin build --release -i python
+    # copy files
+    cp -rf connectorx-python/target/release/jassets connectorx-python/connectorx/dependencies
+    # build final wheel
+    cd connectorx-python && maturin build --release -i python
+
+bench-fed path:
+    just python-tpch fed --file {{path}}/q2.sql
+    just python-tpch-ext fed --file {{path}}/q3.sql
+    just python-tpch-ext fed --file {{path}}/q4.sql
+    just python-tpch-ext fed --file {{path}}/q5.sql
+    just python-tpch-ext fed --file {{path}}/q7.sql
+    just python-tpch-ext fed --file {{path}}/q8.sql
+    just python-tpch-ext fed --file {{path}}/q9.sql
+    just python-tpch-ext fed --file {{path}}/q10.sql
+    just python-tpch-ext fed --file {{path}}/q11.sql
+    just python-tpch-ext fed --file {{path}}/q12.sql
+    just python-tpch-ext fed --file {{path}}/q13.sql
+    just python-tpch-ext fed --file {{path}}/q14.sql
+    just python-tpch-ext fed --file {{path}}/q16.sql
+    just python-tpch-ext fed --file {{path}}/q17.sql
+    just python-tpch-ext fed --file {{path}}/q18.sql
+    just python-tpch-ext fed --file {{path}}/q19.sql
+    just python-tpch-ext fed --file {{path}}/q20.sql
+    just python-tpch-ext fed --file {{path}}/q22.sql
diff --git a/LICENSE b/LICENSE
new file mode 100644
index 0000000..e8c7ee7
--- /dev/null
+++ b/LICENSE
@@ -0,0 +1,21 @@
+MIT License
+
+Copyright (c) 2021 SFU Database Group
+
+Permission is hereby granted, free of charge, to any person obtaining a copy
+of this software and associated documentation files (the "Software"), to deal
+in the Software without restriction, including without limitation the rights
+to use, copy, modify, merge, publish, distribute, sublicense, and/or sell
+copies of the Software, and to permit persons to whom the Software is
+furnished to do so, subject to the following conditions:
+
+The above copyright notice and this permission notice shall be included in all
+copies or substantial portions of the Software.
+
+THE SOFTWARE IS PROVIDED "AS IS", WITHOUT WARRANTY OF ANY KIND, EXPRESS OR
+IMPLIED, INCLUDING BUT NOT LIMITED TO THE WARRANTIES OF MERCHANTABILITY,
+FITNESS FOR A PARTICULAR PURPOSE AND NONINFRINGEMENT. IN NO EVENT SHALL THE
+AUTHORS OR COPYRIGHT HOLDERS BE LIABLE FOR ANY CLAIM, DAMAGES OR OTHER
+LIABILITY, WHETHER IN AN ACTION OF CONTRACT, TORT OR OTHERWISE, ARISING FROM,
+OUT OF OR IN CONNECTION WITH THE SOFTWARE OR THE USE OR OTHER DEALINGS IN THE
+SOFTWARE.
diff --git a/README.md b/README.md
new file mode 100644
index 0000000..bd760ff
--- /dev/null
+++ b/README.md
@@ -0,0 +1,155 @@
+# ConnectorX [![status][ci_badge]][ci_page] [![discussions][discussion_badge]][discussion_page] [![Downloads][download_badge]][download_page]
+
+[ci_badge]: https://github.com/sfu-db/connector-x/workflows/ci/badge.svg
+[ci_page]: https://github.com/sfu-db/connector-x/actions
+[discussion_badge]: https://img.shields.io/badge/Forum-Github%20Discussions-blue
+[discussion_page]: https://github.com/sfu-db/connector-x/discussions
+[download_badge]: https://pepy.tech/badge/connectorx
+[download_page]: https://pepy.tech/project/connectorx
+
+Load data from <img src="https://raw.githubusercontent.com/sfu-db/connector-x/main/assets/sources.gif" width="6.5%" style="margin-bottom: -2px"/> to <img src="https://raw.githubusercontent.com/sfu-db/connector-x/main/assets/destinations.gif" width="7%" style="margin-bottom: -2px"/>, the fastest way.
+
+ConnectorX enables you to load data from databases into Python in the fastest and most memory efficient way.
+
+What you need is one line of code:
+
+```python
+import connectorx as cx
+
+cx.read_sql("postgresql://username:password@server:port/database", "SELECT * FROM lineitem")
+```
+
+Optionally, you can accelerate the data loading using parallelism by specifying a partition column.
+
+```python
+import connectorx as cx
+
+cx.read_sql("postgresql://username:password@server:port/database", "SELECT * FROM lineitem", partition_on="l_orderkey", partition_num=10)
+```
+
+The function will partition the query by **evenly** splitting the specified column to the amount of partitions.
+ConnectorX will assign one thread for each partition to load and write data in parallel.
+Currently, we support partitioning on **numerical** columns (**cannot contain NULL**) for **SPJA** queries. 
+
+# Installation
+
+```bash
+pip install connectorx
+```
+
+Check out [here](https://sfu-db.github.io/connector-x/install.html#build-from-source-code) to see how to build python wheel from source.
+
+# Performance
+
+We compared different solutions in Python that provides the `read_sql` function, by loading a 10x TPC-H lineitem table (8.6GB) from Postgres into a DataFrame, with 4 cores parallelism.
+
+## Time chart, lower is better.
+
+<p align="center"><img alt="time chart" src="https://raw.githubusercontent.com/sfu-db/connector-x/main/assets/pg-time.png"/></p>
+
+## Memory consumption chart, lower is better.
+
+<p align="center"><img alt="memory chart" src="https://raw.githubusercontent.com/sfu-db/connector-x/main/assets/pg-mem.png"/></p>
+
+In conclusion, ConnectorX uses up to **3x** less memory and **21x** less time (**3x** less memory and **13x** less time compared with Pandas.). More on [here](https://github.com/sfu-db/connector-x/blob/main/Benchmark.md#benchmark-result-on-aws-r54xlarge).
+
+## How does ConnectorX achieve a lightning speed while keeping the memory footprint low?
+
+We observe that existing solutions more or less do data copy multiple times when downloading the data.
+Additionally, implementing a data intensive application in Python brings additional cost.
+
+ConnectorX is written in Rust and follows "zero-copy" principle.
+This allows it to make full use of the CPU by becoming cache and branch predictor friendly. Moreover, the architecture of ConnectorX ensures the data will be copied exactly once, directly from the source to the destination.
+
+## How does ConnectorX download the data?
+
+Upon receiving the query, e.g. `SELECT * FROM lineitem`, ConnectorX will first issue a `LIMIT 1` query `SELECT * FROM lineitem LIMIT 1` to get the schema of the result set.
+
+Then, if `partition_on` is specified, ConnectorX will issue `SELECT MIN($partition_on), MAX($partition_on) FROM (SELECT * FROM lineitem)` to know the range of the partition column.
+After that, the original query is split into partitions based on the min/max information, e.g. `SELECT * FROM (SELECT * FROM lineitem) WHERE $partition_on > 0 AND $partition_on < 10000`.
+ConnectorX will then run a count query to get the partition size (e.g. `SELECT COUNT(*) FROM (SELECT * FROM lineitem) WHERE $partition_on > 0 AND $partition_on < 10000`). If the partition
+is not specified, the count query will be `SELECT COUNT(*) FROM (SELECT * FROM lineitem)`.
+
+Finally, ConnectorX will use the schema info as well as the count info to allocate memory and download data by executing the queries normally.
+
+Once the downloading begins, there will be one thread for each partition so that the data are downloaded in parallel at the partition level. The thread will issue the query of the corresponding
+partition to the database and then write the returned data to the destination row-wise or column-wise (depends on the database) in a streaming fashion. 
+
+
+# Supported Sources & Destinations
+
+Example connection string, supported protocols and data types for each data source can be found [here](https://sfu-db.github.io/connector-x/databases.html).
+
+For more planned data sources, please check out our [discussion](https://github.com/sfu-db/connector-x/discussions/61).
+
+## Sources
+- [x] Postgres
+- [x] Mysql
+- [x] Mariadb (through mysql protocol)
+- [x] Sqlite
+- [x] Redshift (through postgres protocol)
+- [x] Clickhouse (through mysql protocol)
+- [x] SQL Server
+- [x] Azure SQL Database (through mssql protocol)
+- [x] Oracle
+- [x] Big Query
+- [ ] ODBC (WIP)
+- [ ] ...
+
+## Destinations
+- [x] Pandas
+- [x] PyArrow
+- [x] Modin (through Pandas)
+- [x] Dask (through Pandas)
+- [x] Polars (through PyArrow)
+
+# Documentation
+
+Doc: https://sfu-db.github.io/connector-x/intro.html
+Rust docs: [stable](https://docs.rs/connectorx) [nightly](https://sfu-db.github.io/connector-x/connectorx/)
+
+# Next Plan
+
+Checkout our [discussion][discussion_page] to participate in deciding our next plan!
+
+# Historical Benchmark Results
+
+https://sfu-db.github.io/connector-x/dev/bench/
+
+# Developer's Guide
+Please see [Developer's Guide](https://github.com/sfu-db/connector-x/blob/main/CONTRIBUTING.md) for information about developing ConnectorX.
+
+# Supports
+
+You are always welcomed to:
+1. Ask questions & propose new ideas in our github [discussion][discussion_page].
+2. Ask questions in stackoverflow. Make sure to have #connectorx attached.
+
+# Organizations and Projects using ConnectorX
+
+[<img src="https://raw.githubusercontent.com/pola-rs/polars-static/master/logos/polars-logo-dark.svg" height="60" style="margin-bottom: -2px"/>](https://github.com/pola-rs/polars)
+[<img src="https://raw.githubusercontent.com/sfu-db/dataprep/develop/assets/logo.png" height="60" style="margin-bottom: -2px"/>](https://dataprep.ai/)
+[<img src="https://github.com/modin-project/modin/blob/3d6368edf311995ad231ec5342a51cd9e4e3dc20/docs/img/MODIN_ver2_hrz.png?raw=true" height="60" style="margin-bottom: -2px"/>](https://modin.readthedocs.io)
+
+To add your project/organization here, reply our post [here](https://github.com/sfu-db/connector-x/discussions/146)
+
+# Citing ConnectorX
+
+If you use ConnectorX, please consider citing the following paper:
+
+Xiaoying Wang, Weiyuan Wu, Jinze Wu, Yizhou Chen, Nick Zrymiak, Changbo Qu, Lampros Flokas, George Chow, Jiannan Wang, Tianzheng Wang, Eugene Wu, Qingqing Zhou. [ConnectorX: Accelerating Data Loading From Databases to Dataframes.](https://www.vldb.org/pvldb/vol15/p2994-wang.pdf) _VLDB 2022_.
+
+BibTeX entry:
+
+```bibtex
+@article{connectorx2022,
+  author    = {Xiaoying Wang and Weiyuan Wu and Jinze Wu and Yizhou Chen and Nick Zrymiak and Changbo Qu and Lampros Flokas and George Chow and Jiannan Wang and Tianzheng Wang and Eugene Wu and Qingqing Zhou},
+  title     = {ConnectorX: Accelerating Data Loading From Databases to Dataframes},
+  journal   = {Proc. {VLDB} Endow.},
+  volume    = {15},
+  number    = {11},
+  pages     = {2994--3003},
+  year      = {2022},
+  url       = {https://www.vldb.org/pvldb/vol15/p2994-wang.pdf},
+}
+```
diff --git a/assets/Technical_Report__ConnectorX.pdf b/assets/Technical_Report__ConnectorX.pdf
new file mode 100644
index 0000000000000000000000000000000000000000..2734c9bc0ce9a4400e525bc7f234e6161317a7ed
GIT binary patch
literal 1668905
zcmeFa1ymi~vM#!C34!1ai{S2V!QCOaySsZ5+#$F_a0`;)?jZzsx8QCIe~aY*_ul8+
zJ>I?Nyf^N+cZ^Kv)l;ggXI0m%^;LH@kSmIc(=#)$Ba*jY=RG2Fv2g&Ifc8dKh<toN
zMp;WcQ$r_9FH;jBGq?q0=HTGsW?~02N&>ZktW50eKsHVepe~S60m#M91Y{Hga&WM7
zvTy(y<$=s>Kt|Q)BUstlIe`KKh^BTX&wPRZTMAeZ&VLa^)ziTg$f%)gY6cd=)Xv<+
z0z5M=AfvdYjf<%hcyD9qVk&BCY;OW4`@L5*bh32@K5Ie5-p19|&KU@nThYnX#M0Qs
z-U-Oe0+tELs18;HGmsU$fwdrIXJYCB?s!%rD+}xIE;D-|8(2|HKxH7Kvc0_vc$DjR
zO9iZ0ATu)u_b<L~f9Z<rKk0{2N))Kg$IQXP%EZJ1CN^c};xJ@l=4RqDWdUzo+*~Fm
z>>L7ormP&y#_a5D94s7MMy710EQZ`%W`;~gEM~?=+=gsM0=mx^!P&*h)X)~uBg5Fp
z#9-Cjz{tRW3*mL6$s4i_`&WZ5aNo_~;uhP0%JI08EcB*OWf?GUol#{gq02Jh$#B_U
zzOl)#1uAnBiLxlb#NA5>ebPpd9QI;()rekRc*!vE9l;A2r<p87HlZEc0HS?0SOaU*
zrA77?FQpaoQ@kg2N-K`+w?IilYFLUs`w`v_0Z2S{>F9V>5}56mE%@Stow6(p_#T{*
z@gmvK016Bu-DjiuYs&vy&F4Q|gFnqb8u+7uKN|R>fj=7fqk;e1H2}tj&j{=vAlJ~&
z97ttqM-60@Gj%aEF?2BmBR00*7){>L*3=ou%*4s`yRG10YA0muVrg#&MsCcke|5UL
z*npApGacJsbc%-Nrm}`crZ&GJq`WH_OKO9upYfz3kc#>lJU#<5a0^T+_X~HbIh!i{
z&FNS7GecJH-{<&^U`4=_v#~b^GQPDmbvJba!%;I+CsR9P@VTEki&{E6*cf_>+8e7{
zy4aWkU7TD^pHK2n^v%Wg%<pf}|1JDg0V8`bmRA6>v2gwaEwgfQJ#+add^9isW5-p$
zk&Yi7K(`p74-kkQHg91$fC;_fte%G3sKHrRr2yDqn6D(>DH_PMUQ3f3E{nGz6F&kr
zP}8qrYr8X^@KxV3OJgxHeeU~~QJPUY%p!7qlNvwtP)VZzC1U=G!CUk5gY34cpn76i
z$&maEGi~4}RWZ_{;W6J%6{n4`-sBw1lD!v!H0q|92dfa)Eof;Jsg0S<Ydt!w8(~?6
zd%3nsjUhyJ1lNboS*xXIbj8waU+HP=xj7X-ZA-;gZBO-B)<%3V^(NB4s6$G9QSB0<
zu)SrHv-W0AGWIGYIQhXwtS~@UU`>UFh1+#5RXHx5TND%#80bj({sSCoED1`_yaB2k
zED4aEoaAw0{YjP@&I60dmC41?k^7vij)LiudAt6D?tEA6MoQNVZuYnMm$+HgZwW>b
zSJOJ{KIT3IBmvZ6CJ2J_;V@s;X@TxjSaHa4hqXUUY4qT*Flcx&ePtqJ8^CgK?06l-
zogEnQ00G7IZ4(&+KqH(&{y#$F=Me0l*H*~R&fewO=)iXR+nB+X-*E`I@*L$UKMy@e
zNxv$;gA#DhZ-ZlIX8CQ(;0p6!G%PHCSAH8lc<67=EPrzb2Y<gAf{o{|%5To#_(;Uw
z&c)OYJSi^r-<-e;&cxDC*#0?adOjNmII800W_b>rz~L8|6ubbK{#pRarq1@RPS2JO
zUU$D|#Q1wrJg=aCHF5Um(Z5Yx_@CUlIhcU#-~|fi{%;Lm+}_Fd7e{cctEeib!2qT*
zeRcpqDh5U~OLJEzQ)fn3XH#QCXHymi2NN@}$M{7jWoKqD3JwdOXZBZY_pASTV&Ii;
z1dcGlEdMFMUqPk4lZu0(vFYy^)0z4C=-;wFy9F^17YP*?a8&whSmM|4-_AwCnFUPD
z_FD<h#NuGZ{-RS={WbEJc2!l`p6UMbQmU#P&#m8A?3d?pvNu*Sbph+15quK>9Icyr
zxPXILTkx!f|JsZEwU>HUnudarl_^-t=jlt?GJ~(;Z_d9Q43JU9)yU;nnEk9rFt^_!
z_g}~S9d)xXb2I;|BY~*UT(BeSf9YFQRowG+v38ky>LI?x(-s=x6|fIEHiQZ#@N=7x
z^!gI?%>%)7tGCxDP3wY?-P}^m5IUk7$%n4?jdq8@f>@A}*6l|+1%|NI#@hIH|Nf_M
zPlNU=K8p8`Q0h0=-TZpF?E>;Lb0T*&Z?7B*9|NBT+DGt@%S;vbhhRs;ib_Yn6`$BD
z&ys%{6(uKsB7XI#bJFHHbi&}b(ndmB8%6?4n>ez*p@k8J!J}oDfu`5gaZKEZ@D`>w
zhDM4qu*^?gT!NZCr-dH*USkQVNd$g=rxd@kd_^$q2r>mfivG0=ZK6YQHG<xU=Dn*Q
zTF`@|x-i+o?%^j*nJ(&`5iUb(R)d0J$%*0Pb6gi3os?sG53+RD{Suu|??TJ)662V;
z`FCyO^I8+`uTTsgP>4M~D&g!Ba8ifHDw73kQPxT8LYwGrCVu9?3++o65!az_5hd!x
zN;7=1Ui4K=9z_WsHJ`%E<6t)|Qa>9pj9qZad7bAWNueThvq-|to5zwYVB-4T-sfi6
z9)<68s}?H8r?YlrXdBLN(&uKq<I7-8{`$}`L=~Mr5oqORSK)pET`8?%ZHGz~F|~pN
z0dz#em9hF+#=&C0nf&;r!_7i&hqh3hq<P%aO&U^Rxx=^DjJTGfXMIX(N;%X&BFlEl
zonM>3rx|DNffqs5pZAbP5uyk>=%=<N!<i>PAZqOHno}HAms)0D1*ZAYAP*FXBfLMc
zU>vMOm%{B=ckl7Wl=Uw_pa_!N{1TM}5UiWgcoTk(6`L-u3Xw_iV(%KkKk-%GZRMsM
z>p_MrwNDOONjw_ET!06suw_L@)@sy=6gqwBf#E<Mb0~V164qU_94tuiXN|P~7;3eo
zb>j;yk0GUv50R~Bk6TN3ckWM*BmPgP9m`M9WOdSouVgOrm3d9BGWi`Y>ivCG@6-KB
zvIakt%)X}RY(-@Nrq@@05Pw0k^&x^w2&9dNZqO(ztmT1~r8odB2T1PRg2aYHY^f0s
zWU32IFEo>!H}j~d7)Pz*-Wt>tp%4ofK-%Kb_(tmp+=;(~s2$YcMETNWWp!_HNAfBz
zN{@d7LDWf+;`15;dJya)L=W5GK?KD<MQWj?q+15F&ezMm>GONPu1UTX8v?5)6Pu(8
zJ8X(?3>X9l!wUqeGkPga??W#6mp=bkX22WFQ~E*~U+ePzy=ChAOSN`}r4BLzX(>)g
ze)`1wCYK2nSZj_Jx+OpwL1pRIOgIkPS)e28wX~Y0rYV)+AV~7mE`Hh|m)#>g>>aAL
zjft*sXQ*J4CuR^4eYdyTL~PvyBC91PYbdTvIpcRa`*#z4z<%Vz2B2t(aDRZPB6(^m
zF7-YOG%`k9kgiH{-2*J^{y1#(dP&QV$ZKJ*PoZl_(z)zXsBdZBs<H6q52o#ks3ah5
zqnOJw@H+2jox_#7iN3t~RD!>JP!>G#@`G0mC0<f)#oW0`qj{@F{p{g)uW*0wtt<~0
z+s5phkZt;>*h0>0bgq_gEhVC@w(~0HG<#6LK;<I(Q!sUqzcO_CCut%|#cYRT8wFKP
zxmSZ;G<IP;eWIL}(11#w9JPc%Cf&l4>}Z-5n7UCG^$FQn$**5rxqzrqwX~XDOWM7%
z9bc;|S$2lP_&h=)LJ!ha`rtJZ;I&~y@n32}Kr2BnevsxL;HFPMxlrF<j-LEtONqN?
zC>^pKM(eq>q}I)4AGM)HdV(HK`%aT3VjtOs--(eKp+g1pV}4U!nc#$syU`%JkxfB8
zqFyO>b>Q6sQiD{uSyQMIwyEPt!p)h)3_lwd-U^dXj^_*f^Q2`;+dI-t6S|P*XxJzX
z>llkXA@#zg$Iwg%(u})&b^Y9>(4Fv65<(~*aw`#sRxQ1eicud|8;4n30+XtMQT`AS
z<9J;zi<#+%u`=VMAiK9qD2GQnIs2z#{!uronb!gN+5yP?U2W|c;kyhSto{f<kr%pm
z;-Fo({UXZPnqjhv#xtZ6_2OIe%1=fC;_=}cp3WDo=3J(IsdrizO<X2*O*<YjAVuw-
zR3ZY=!ayv%r*ZF(1}%6sUzZx=nk1NzT6tjd#of;_EIu1pO~*`rRAE~8Qr2?yQC5s6
zz>0kI$s0rTrW~J|rF?Dsd181U@nC2;*?nkfZ7ML^kD>cLe_sY+t=Jn_3?+gWhccQa
zx3YPSi%az^W}pMwSBZVNn>A}BNt8I~j#vDX_}_WvTXAC1UB5~)dRj!eaECXW_6s6G
zZACPD6^zaOjI80uX6tW$ED<e!)U?~Wm6R^dKRf(z+lQNcJ^=5E6zpA`olxVMqu}4c
zN9NJCld-we!}M4}Tu6{#KpxBElh<!&?MoFW_~Q#!Y$7%P8E4_BjvO~}YiB|}9HC`H
zP$h7V4|cZjTW9E84<B8-%kn-(oyFv*FUJc9hHyv_867sT_S1$nt6>!82A>vC-q&_H
zsUSwIP{gKHWV;(9Pdanj#ZJsvzT>uFB{5fMswQESaugDh8)-mYE;YYp!!eqG;ao4g
z#7N)ca=lqPhWi-tsh5wyuFLc?l=%~tdqb7NBrR#iZpD@A_7@k3H~4eX9T4Ill@6Kv
z1$Rg~tGAptA7!&fkeP7arK>T|!hS|>(9*6I8oSoZFV5vvR6PBF$(G*Q&F40mamXQV
zZP;04cJQ$a(@tq~a{u5FvhlRolwr!1SA5r-P{HC>%)z)>%QSo8eWE7Fx&}r~V5Bj^
z*8t`y_j5ww57n<ll#xA*_;yfc=YF7iyhnm~uW#>=F&DZl>XdL5@`eWyK<yCPdNV~n
z?OmI8eP5a!ZTUY4QAxvYg`@crhm;+Az4u4c;aJ|NBxO!sw2AkOLO!@v!Jd898SU^s
z$Rl`*N<;Fg;Y5+?6%hgU9<1-CNZ0l^h?NK8Bb&?ie}}1`vDDvS^54S7zn&*>u(JHe
z5GhkfGhsnI-fyOAb*S$h{_98{MZi594_y_3fJs?v7U9BLkfaMb>8l)g#lz_jPj_Z-
z%`g>#b4&R<aFDKMYNn=so;eA<!>=`c9>`K31lqmMdTCROg9ePKm0KH{^h_*mKI)`&
z_0Y&*tEcx?jYU-2mTl2QOpCaK?vjTRWfOMhlm{$YE7SHAkzKt-3K)lSKNZ<GJ8eYh
z6DE019`<n@e{0*@b=^s7*Y~Y`C538DjYS*RA4F$iX5-~c<z9JMr7n~II?r@rdcP+3
zEW4CH$u(rnod8MQ6ic{=XV^iBmIMPSjp40wzh<GuN&Adx{r5axg)K&z1X1#q(^tK(
zV-l76jv^v!7wKH+lnW1!>dBP0&4!FgvCE`}itIpqVWqc68ec2l?Cp5iaTu?&jS%yu
zQ~i*;mRs^GB}$Vtcg*cF%}f{Vrx4`qf11wzx)hhCZ&P-4pf%2gK4-3Q>f7q4pzy>+
zr~W$X$j$ZU@c@;)dhE8A(yKZs-ycqeOi6-VFiQ|02bh@6KU}|MXKycJKj&8v4yl2r
zq1tPiSF%f+BP=d=-F7gdloQXz+$k*hz>DFdJEq%Mve<Qsx2QKePIhzu#ZM*Kme=Wy
zzh0)N<lcv)<(;Ph#2x=S(Y7Vsn|0qKS$#tL(yLDGL@Y-wjBMXGg6~9cR}01kPl7WS
zYU$+949NYX5-=PMKiR?}73RdiB16Sx)k^wnA2&@8n#K0Qc|A5(2twMw4QV4f>XQ=U
zHyMxD*>q4e%6+qALb<>xZ*|7S_$EnVzI7*U<49Lmz$s6sAMY(E?&?Hum<bbVNvNCd
z7pUROCf)w+!cm7)7pC5umy<bhCZz^Y6B@M39sUp8RxyHhfpegPqZ2FQh4cket%mb^
zO6he$yO_!_%ryV<K*J|RooT-`cuodwI7sRU0f(Ernn$Rj>Y0Xjjyt#VKdmXDUuK_d
zRkdHv^n2)LEy2Z(N*NxAr+6c~!en5ZD^G}Tes_6#t*Lh8C-YG#toQt_<m72pd&Ql{
zumrJoIA_1JC_D^0#A?bb$Eyw)%f6{kOVjc}XgR!(wmAtQ-0tQ@QsZ1fLrlANC=by1
zLJ}6h_y);<xWheXR7%7YE$JMJq8}q!?X9=FbIQ9ry;G75KpbPbjCYS6y$JVVVu;P^
zn-LfvtdJGgt@;6Q*D_*Xg1C70Dh&}-C!rRdwp()N)5@g1mY6=~b?MF}aZW|!>PtN6
z3aav!-qA}XB#*Rvzi5AFwL%C7sRvw-zzw4aW6u*LbKGFUahdR(oIFO}%KaKDYpyhi
zVKimiT9U@=C2*BxV*@k(Gnj^>&WP$@hCNp6T7+0-sy4}Qf9acYaC-6xm5kK2<~M?$
zv`g<CrQE(axTe8gK)g^QjQi$0({Sj}JnY_|^pY^fshE?qrJ(z3URS!40=Wl?nCi>=
zA;_7R5%v!pKNRph<^xtw7IqXF%d2fTH~e1pZ0UYJE6d+*vlfWH<F&Cq;%C^VwttxY
zHm%0*1i}0%gJtuhECP)vpc&Q$a+cWL|0|JZkFtyvXEi(nv%qz*w@Sy3kUg2U^iUsK
zbXiH5Wo{@a;sZ${(t=Zto0@i4nm0`wgZGiJHv&qt)r_G!`cef=tb`YTwDrvo!jD<>
zNMt_9>I?DH9^Eh;=kxdsCugXjHeQyEkss*CGs*#cdhZ&d?bnNvIacK8oo4UL;kW%J
zF1w@n+v^4WyzR7$NF_T0J#)KJi89n_MBiA>?l(90e}`MwA93GbyOG5*AGFD2(&kr1
zk%u3E>6s#>fVP8z!OF6X*Y+MCzW(~U@b#=?py>lJDDvfOSSJwW2NH*~-glk{2dbIj
zxkPzyL~1&^mrXoMhh*p{4liXh-zEuZVY#Mvh$h7t_v|hXh|?sjE!wZjNA>mhR#F=%
zCO)MvkVOIb*!M4g+Lc7?%yll;mvB2dVwfNs6LDV4#zJ8ChZ*}uRIK(10(;-QHG6$<
zJ8A<2)#$+L>Loqg!BL<|p}oi)HiIO|FVAWAmnP}BU^3k1)Kwv3$SgQ67LtyL)iCKu
zF?%#kl~HCIFq9@NKL`qM`hs0byqE5@3R}OxTS|6VvZY!`^Hz_RGO}0J+UixL1-~ZR
zw3<CkIZ0H-M6rESK{XA&o<;;7CpjB_vDwm>hd2h9k6o}DQOGg!5;<NF0|Y9&j6>z2
z4PyR$2Pm#67aZ<-=;63=#XJxhCj!)_2vSihZ?8)7LUg5y>1!h&P#wDswG$U10%&xX
zkP_uO^=fPm<i9yiK{e#P6G3o=6U+=Db`sBHc1$uAT@Nv4-&1X#q`OUE134B~P{SA0
zWu9~Z>EX`T6u&;OyU05?t1BXSiy1&=?YkA*A-kNN%&WTvQ5jZPGf?ubDgZp$=Qg(C
z<vN+zkwU|uV~uUMVsU|h<J0%9pEF2Pi}O%Ph-Wa>ZEteVCmSA;HlVHF-~uVCVxoG>
zsr1U)+ANpiu$@_45xIhem=$s%BW<fsytG*xyT=SSR2wZ5m#Vv68{Gi4&a)4`u2K#>
z!hpV>(g9&<;q3$RlHCx%d(8-k52Xjke9YT%#3`+grMPYj=rE+cjy@7dym|R-q7tLQ
z>e<7i43j>bX<QqYxlcc-T@6yAV#qk*FRrJ^&Ef&}7{+q~qc=y05Z7p;0vu4SM?>9;
z8|*;b#H}N|?uq%^s?|U`N1~iXm%C1FE)8#qb_?Un3l062RN?o8!;-U={>I17absp!
zeR3Q~m3e|knT;a!2h<I(^O^@1dov^1k~F-B&UA%}V0H1mkrfA%=La`k#2xdD$u;N$
zEP|RjULCo9ADvlN9HgjI3&A^7f*nkvsC?4k=y&28I#+@Gq!{op9{VoDQve6Dd~UJW
z0p8v}@LpG!i}E6)nrPme7ke{jig_UY@^b+iPsl?xHHzw1#byegj%{jK#do0}8xi9%
zSX9nSH!n}IHL$B8x%hJr9h>8Zr;}*U)@HpSjZkt6AkB#Jravt?u9CJKA@jcdq+%)m
zt;V_>a(6?9GSzc85pck|_Wg<I&_afaYtSGxO^S4IwfuC>iWLxnTeja;`_7a9RxQ4m
zpv{Ey)fLa8!*zC>UkzxAV-~r)?ddFn(Qfs7%yAOhXLg4l*bkSEUvvTq7FzC%_;p_-
z6^>;G+9UjQYsR=uitm*!)xdEpL1?*`LTi2WYgE>Bxtu^@^!IbTybU=f?r^ZHMm&sl
zabe;<j+zX-hDF+YY*<zfg1f_xGo{(!OI+KzPD5y;<oR*3TEy@FGFoaAZ}lT`Iu84c
zIOO*l)zZ&%$0(f+N&pJ^?S(TSax$R6xx@E5_NBH(rnyjp?2o}D=^n&a4;eP|AUI}z
z3$u=kS{S}*8wgdb{flL>&Cexsk+zZCnxYVlMs4s_OlCx)<S!Q$VUhA<MrD0IP@JHq
zjY;gdVufQLlYY9k?m3#E!1dzae{iG*Y_i6Sg^(WZH7<}Kg+gxCy_s9Q{E|2>EncO4
z8<dXJP*0pSZXFc+QtsWiR{wH(EXz#0_rlxtLH%R)5%vJgeJFl;Uqxr#giqDXkqD!D
ziZs~`?up+ZuNkJ%E)Gh@Z`{2(=0A5%U4<@t_|$nM&R3tBN#K+|z<8O&y{p3_<sT0q
zpU|uw@yIaz4z1Q9)40NUIiDq>@Up^%BNA;5o4)hrRer)SS1rPxBl{`&-WxrxquWN9
zLY!#&00aZN(Y%Jup3n8F<aQKv=WbMOud?bO7qn7mKQ^TlAHsU=Xl=e_*rV%ewZZ%*
z+pon_Fz+#Z#6RJ%l%BQp9sR`=&lLjvG(E1$tji2xSgVZ&z<**)4bfCZWg6={qZ?Y0
zCzf)7f<=Gp_cwfS!&yJXyD}o@BzJcucjBp!2oc0^aY)B4VsXo3Y7^4adQ(vi^Br)Y
zAlYBwZ=Ne5rO=f&xPR>8(Rzoqi@<KMyTACMLeV2aShRit53`sGtuD{X1e4CLWB#B7
z=Y}W(AXm|}ujXK)p%>S`-!W`Uj-e2%9#+4PR4DYt0FA=p{aa9<UJF+TK@OflSgzH{
zzIxpVa4hO)+2d69mfgzdBB7pj6Si1{Z3%SYzM9cB2Z%QflJKxkYy+D))=MJ~RAj#6
zVQ5lN<nd`h4VbE01IUk)`M!c8JvsiyB^jJfvu+jaLO~%n@AB**f4JoIkRtGsWvi_9
zEni`g%PNp#7+^Earq3*{OzBJ<bAH4pAx#aiR4}#A%yl2@NqimUti&bpfnC+rFl=Jk
z6-q(R9j(XpqtMH{t?-?_;fN{!iH#?ASM8}B#m9sNgW@0}rFxU<Psvr;yzMUQFr0+;
z9k}KLurG@U+p}J{Kp!yg>TmWCOgy?;V@gL4wfVaR%A*JPuU#b38$<V3(bX?11OhrK
z%tZ*iYXY6-f82$|qLp(5T$_jHWI<wa?e50u+Zl@r)kDE23*Mp(L$RG#MhI)ar5tLt
ziM5Y1iekuDzl^$87OHl=?qW<WJ8|%}nTagTaaAxHES0rp)H*b!B6xWjn2frB0yj^#
zL0}*rmGhI&J)b(Z=>*jC>GkV3qRIi?-=PS$-4)>pWs13RFLTk=f!~=l&F4{YpQup{
zhdnehuidXy<vCwKdwj<H3gw+);|I-_^FY<-jbJ+J?QW_4rU(%`p7Kb22hdN99u;XL
z)9n7VsT)!9m|Re8$0nBL=(5695;jE@{CTg(UZnT?-mFu@mz2S<(Nt-)xA{yA-d{0<
z#oAlQ5!CA+0@5PKMKCPn5sfpOxhCRHfi9(8xx^odI^l641LxrD$(!Rir<T{*vK70R
z*P_wso4z7qf4<N&F~9w;fas@ITI6RGW#`A+Q2S0g`ZaMhy*DGM9y&#8*%!$y(zy$t
zx$O<*-8U}vg@skGH?-`WA4_w~)0g|5B3l=+Q)Gu4M$4h>>vg-A<)^7n*kGM%4xry?
z7g0Xh?Wfyz3n(el3E(_wzmB@h7JAC{(RXz2K&IwDG#JZjH*@qd3055hKMR5c@?YMl
z(9bdlTebNKOtrBDj8IgMMSZk=W8tb>S@FQxhrarwGKAF9uc7QR+B2}gh*xJ`ZS+l-
z7?sq=pYj40Xo)wC0g-D<(Aveh5A579J~pX2?{tT4>AgpF0la5<M6ALg7zo*Kbuv_h
z5ZGWoqq^MCOKn0ys)my#nN7!Bf8VSfKq5ul7&nsr>9R*~fk?9cT_qP|_Sjs_o+zDw
zw0AoD3dc6)>zlM@BKGa{gv$^GG+8{a*BsIeN1R%WB`&19&go?pRWaH+^WTvwjrQ<{
zWm`AzVGE@&)-S6nvwS>Q7KB$JUV2!xdY|nd4;n$KdCXu;F3txx2TeM-;jKB=dfaVF
zTxSMorZfzw+F?r>Z>6Dy#P&SBhRkyRkd#o&2N^1GBCnM!{nG4Ya^EUjup`l_na|-T
zyE#vRy!~4OtrzO<yV!3Jr^`jnpmgU=sv&To%N|dlKkK}fs*@$MP2BH?(QjD}>m5SA
zT9puNvaWG5uA+E9@iwfHRsP2yMCPVz561hzAjUQ_nXN<kuZ37Y92JJerTFG06~6(q
zB5=D!dPCRNf;46wI1KSxJ?;dP-WOuqEpqekeHc@Ll3<k+Ac$f3+<|7#M=l@SIf1}R
ze0LVSy4bqy&A_%A5BCw;iCIvDmT50_kywMW1`9UdYO(?-!I>PNd|%8Hm>x*XC@bNs
z^Suit*Ki@%n(0G~=I3Uo4+tS%t0P)D9{Tgc-N7?5+Xn=#3g-!shbi2Lk~G>Ty*oMR
zI6oNgu6GW5w$-m*>97D&AG%=ms;|oItBR+?O?*Im->`&qi$O}~My*jFjo9HBE2h=E
z5#-M<@=SlKiWo>|^`A*^Ip&>zUips4!woBFX=ZR2G54ux*(BVYNIIf8OP+Iu%U+>F
zNyx1{6*`HLFusEiANkXri+F`ndMcvVlV<HwRA*W`ebL<Pz5I14H!W1A$d9Q~Uo#qp
zaA!@I6c3R#b>HciQ5U#jLdvMt$-d4qS$DSX2exD?mZ<#J6=SiY1{meEUS!8Cd;tu%
zI}99cwcBcxtl^EWjpjR(*`#pwGMI`f-uc8Nd8@-Aa3L~51#HeA1u|z~L!`w7(z0)m
zG9n51+G_BF3)j;hvuOHa+eV$G&&fC#mSCysoKVjbryahBH056`V_c2A$aV2LKWLV5
zdM#4Ei@e1Y_fc^Thy5})qG-|i!Wy%dR1H^{c|(!^)M4)$ZqxpiX<(Y};JZ1BvemDe
z#X?$mIgae*nbGdR#rTaj&hvm9w4%9}G7($~6Q>r5(v)+rKxP#>pw<#tFTetTF>p)F
z!`FBCkg6$;CtZyCP(xv?uxX5GsHaU)94Cx-A=G?!PR1?FM7L+Ypi?pQ4F)Og+Kam*
zuclrNBW#HF7Hg2j64O_^p{NwC@(m^4Cf)e!*=T+gjW?Pi$5_I17!{sxeoRz`b2)}F
zS9N}d?i_3p;b7paL$B-1kYpisbxaR{p&T5uOhI{h2hZ~P$|tJBU)7W0#oY(dRPA8X
zn5$@KHWum1&QCW{=w@@44CQiNZ%ZMf3!0PS=*_3fWHR(g^>S6}4TWzzRh^R2ee|wB
z6?1$<kZMu5&Om)YY$ru4&!&w20u2@24?B}qT+FEZT5g?Afoh4!UB>W%4dkXhoe>yl
zJ5Vg05%Dtot6FW*YXLf{^u<$WIwKeuV9z4Czm~+v8oy;^CW=MZki~c2tlHkHXgCa;
z%95o`Z#PwA0in3y1c6V(guQt0$2?Kp3T5dJjcragt0=ZKoh~&qXd{p!fq1(u_w{G7
zy+jW_*YpoZ*5k&ZZNxCfjGDv9z0zzF=<Fzi0H_F!;Cx0u-A=olkP&}~cgS&Tt15NU
zkL86{oMpM%O6yq+p<ed}Cep3+yA2Xjf>&>bev-+3v)4sT&WlxPv(!=UCXeBIgMc55
za@*!J*Xr9*m4oEhmecKLxTuo4=!cHWhPsPz846zjpZ?HRN95bW;TyE9lG?mUPnC73
zDz824g}z6xSO)=-Jvng5G`{T5jqHa&)aBOCBKUwNrVSO{cNopN;O*#?)K3k&UTD08
z&7LwESQ0k>K{s<@fux@~tXV6FW)OWS9v=p-ksm)s+gi3JlCe_1Gw4S~{5$yo3tP9J
z^FOB@^@<$^#^34}iUN(aIs2p31SY?Bhzs0BARTA*ZQ4+E2J!?-77;{;+)fN)D`n|5
zeCBaYwKz)9?Gu!`xP3VkF&s>BwjBGj!TO;n{&3#(yaD13Ky0BP6i0%cT&9L1K=;jA
zTS>^8ixI}<a=TsPVOYz1{klSm>DP!b$mNEB*pcw%`$*!U!ex+b`f91cn=vsgsRj%Z
zC;<E(o^(Wt=xau)#GW2;=0N+3q1Q8HuUDzXZp&Ziow=%Xm8c+-qQlubxOLZd@6)|c
z$)p)wfJ6c<B@;a4T;=LWk(&vn#4;shd-=*`Y<tdrH}l@&8IVakkEfEQBWLxGdQB|C
zlz%L7mtveI?yoO>v7w>&vjN2S1SO}-MAPl~g)3Em2(mnw&*qvpY6oh^Y@KW-g`O^>
zy|l{1?Ww{<jc7nsk{Q!VA&9I|exl}n&pFbnHj(AzI))|HDO*J>LDV9XSB0Ps)8E5^
z)hrP+?n@B&#6k^cjI)jQQ(QK2=eKL0QiQnNLVW`*0&hzgTye{}9K-fxJ}A{(q{y`>
zm>(=Lx70h)C0Uhm-w7Mu=ed6hT5-;Tz|_*9^~G|O$+W7><iT1~^U}<r_-L%7nG;hr
zs<%jq{qcHMiGsQCv;5sseoMcfR<G9JXHu!Yv=3~VV<Hpgp<NRWDgB=?K&W+qECq8~
zf9Z255pBw{pP(T&!@TPip>qgpjv*W1tS{l7t`!kWrX**akwGddk&Y{IcJ0c{s5@*i
z)wgNXt<ewU{aa!BZvZ<RA$bO9(eL<T1y&KJ#36InUNIP$Z#C7!BVvDq^ip{sRuvVf
zT_=m)n5kmUqF-_)Ui3dp6{3p-fXc!Vk&nB@KKS;Tq>x$%Y6`$aq|!P~%tA{c+H{{!
z63?rcF4-}ajj=DCK@C_u!Q7?|HCf|9y?<x6*IM+7r;h9Bn4hO!Fl95LD29d2mm)!0
zE+d8SKvrHJfO^&Jwmc}Mn9y#M{Ft7g9iz*Qf#>s`w2!g4koa6jaUJx8<x)r)z`!oh
zWK40JbjD%pl>8#d;8i+g-eS|nBYw8)n2R?t6m=s9=!EyOO&2+}0cG1keQ}A6H7^3g
z&GBrm?WrZnId?C`<3#Tc%M`=UiHYz4;(QuC?{r1YlJH{dRd(}3poddq2nfmTi0IX5
z^G{KE?lL!CR3&U%9_+b%i{8})Gu=mOf##NZmq_MWvV~K8C?E1`%p`Trt+WJ7+fpal
zkrj85EoC>U%FKwJ2f>HY1KEG~2;@1<<L^fx!j>-1il$B?_O=f8cF!3);I}BiFG&2I
z%kqyLmVcz!h>EEG{bGfrsinDv3lRK<0yu%>S1J%V^TZUK)8pXcYH0Jj&&k35`CW|P
zscZktDfyL^@;@Y%s9TzV-{fFn0VlQmonXSu$;u2)8Tx0g+SBaQD&Up0xRf{m0s;Vt
z1^)n^)&K!w9+qYRfSeqF1^@uS1E3-B05IShm;@jIf&Y)XI0O{{>Q_G`01#pcfc}d{
z9=v}pU~a#T`MrnAf%uCW%qIu(Z)*6S9H_tRkWSBsJskqL6fNvs?42#_9e}J1OaLxn
zDLLq8?%?vPPX4R<YLYN=E(TBoy&Hg#asU$cd+Gq7!b3X2_dr3s20)@hK%qiB^#F*$
zvw(s4Rel`?{(yjlf`);GgGWGo0VeqJ3IGWK1qBHW1q1VZ8VFzTH~<<I291PS2o_z*
z5bm`j21{UEE<CAlbtk6s*a;b{k<&W_L@aC^Ts(3LN-Am^Hg*n9E^ZzXQ894|NhxU+
zRkgS38k$<hCZ=ZQ7M51dF0O9w9-dzBKLiDbgocI3CwxpyN=`{l%gg^%P*_x4Qd(16
z_vLGSLt|4{cTaC$|G?n4@rlW)>6zKN`L*?p&8?r?JG*<QXXh7}SJ$AM+h@7J`ur^x
z`17}9|4A-Xuw0PP&`{8D&vHRPx<3n!3JpWT42veD1ZU`o{+cBa9z!@Tx4IL7lvViz
z)5vKI5sQp%jr{akv|p0_uL<_<za`l}1pB943jh%S<gWq+2?+%Q1qB5I3j;2&@UYJX
z9ufXmLHw&A{VK@M1?3;*3Csin%mW%48V>yX>IK4!SO4Ymv;;QGsHb@V5)=g3n4nMr
zf`Etnyl^VOpY4wh{tGq$^)&h~cGIHW*T&w$8E<jR7mTw;P8NsqeRvUS7CFN?+iD}B
ztBt%x$?;0v_I_(g#E&Ee4{&Q0ev|$9Y6R^GFp~W!8uJ7Q&;O6j9F#(;s?;aI8qz7_
z{mm0#Q}PJ_Di!>XO~9?uA3lHd^T&Svtc$<h$REG)$FKhRzWDQf`X6A!ADr+9NB#W;
z@ds!A(>?xK7k}2ppLOvkuKbrU{11NqgP;HT1@R}Y{M$YLx7S5sdytQeS>eV(Wi$6T
zo}_!oYBq?ADa`d{#M6q^mKcd?GFAy@1cGQkQ#<gRiWl1%cj|Sc5MmgL&l}v+*gx*F
zLH*Q6%v<(InmL5>+ji%EJb7#2&#ZT;hq5|ygKP5yI4pXMu(}QhQ04vE{^;P}+rWuF
z=Ic37(*D7Q*^C6v<EfgFKdZi+`u9iHCqP`%`QzLZVCPF!;Xm$#Lp_cEi~ae-`VS15
zKLKn7FSONL)Zc?xAH}r=?<}7HdGoF70f<z2f3`n5__sE|N8IOs#<J|cAozgw<)YVT
zWJB-<*Iw{2`!Pc6*61IH2tG~xv9~|#=>NMP`CqoT$^VYMRT8gD#JJc83&2m^J63Vt
zG9)6z0)cEb#7SJqg1w}%`TGgIsz#gR+NtVQh>D5Q(PPqwH>4eY0)EqvSRnj$USdQ-
z8aZ#3H1@1Lu0jp5at4PF)#{4}5F}h1(6R7UMHerPR(iCM)7M{!daO<!<~Bu{;Oi=z
zAm@e{L2P=>tgCm#K<@k3UH7L~p@D`twR}{b0G4~l@2ivDk1CS6yBZ-Nw?n6@$J^!n
zt@I<SeXv2gj?M)G)z<SJ*7VG<5E8WK-{C&dIC1r@2b@^X_8E}i3J39<Pu_0_gKAp6
zxXLH6ZX9;+!oOW<?@!+{Y8M!X&iLCB!|v+i8i3>s^G8a0W~wb~t(d+wEAL5Rv6Ntq
z>ncU#)<ea*l{qNPP2CXQ!TR9%qk@vQH?Tu<Su`zvjP5=fjHG*YZzpHvk=vnMF95e_
zFZ&wLdDu#ZRf;D3Ri;;Mh6tm&hHxXt<mzE;^KWnT^;(6)X$J&2?oCdPJBgu3)`uPa
zCV1-;%+1O%kIYF)gtn~$hrS{McBB9&Dn-<T;<Rsl%~-KzP^8t$q{qUW&8wzfRH)0=
z@Y>sx)RWf5(>wuKXiv2J1c}=Od>m%{Yw0iXx3MEd@#Le)qWS#Yhe8+`c(#U!yFQyg
zr27e!!#>(W?Nt)fIU;x>97#j!3o7YdIFThETai5hs@VJ#w0k{O?f1C2Rm1m7@6r5I
zA7JN~HJ6Lh&H0>j9;s%z?)$8U{UCjSApO&yL+fT?#KA7~<|6IUN9g1|Ni$g0-DnLA
z=4Og~El`cxByC3sT!QVc+h#cALZ1q}vyD6Nl~mXYxF>UV&zh}E{nF^0f-scyJg@!+
zhyTCtmE_nsPU~jS=#;A78eyQ6@Tq>e>AkbK#{zAgD)grD&%C2c*ErcqOi{8)e$~CD
zi|tHWBfZ;DV*?TF7-`_X+oc#Kb@olCta05D)>0iVDA9{eSCiJe%)gV<bjR<5zrBV3
z1?tx)K>Oe$dojELuDsADs{Z%>a3A_A4_f_}llHK~m(e8#-)g%w3G!Kj0X0}EorEa+
z`lE~o*EtGnG4BKr$Bybf2Me`_fX?w%4sFhq_t0%CUCp%wHEh6VozZtLI;*qysO74l
z9Nb_vt!U2=Yid_5dJ}>bCv*!`62k!e&o*`L^<yjxBG{9qCqRUck_%m3D~lk9rzCw~
zEC8{QJT(*%Fh~ZWOX$P+1b~5_VmxR=)R@(ReYMBa+TsoksXioG5KBum7pE9`t1gZf
zQdfo}P!!d}o!)6+ZIoBJp03v_h+YfwyfgP910`<AFhW^;oiC_3$~z=%segM)#==u#
zV@lzM3l&*hRbhQHbVYt5p1YnM-6UU2fHdzPf@VDw=9U@0tSy0dw1YFS8aNpw5JKGe
zWiH*&a;!L4q58ayXnXd1KMb8XJ?%MLd4;R#?Gg-Fe9ddazk-VYn%(%IR`@OPkjM0n
zoovgTEUZ{o@6i?x7W;l8#pN3z&*Ji_L8QGHde@yrd+fDS6;vX>xHrQWS;gOFtSc6j
z%}H9j;-B?c_9ic!Hsi7@oGJ(Mzq3VWq|t6Z0T$po{4pL$eK@|HY<I&CPqePLUe=5d
zps+XP8`#CgNr!aOHfM2hRTQhJq(!*3tBedg)^@KI>1A?qVt#siJXCTqH{&AIIZ6Kn
zI6m`_(yMR$+8p!aOCm+&X(JBP$fWwY?<v%pd5j;H-u&*ez__+lV{7CPB3qoKF2*6{
zwfw5{zJ8hDi9#mqh8&2y#F{l8TYbvRBUz9!8OgD~0Y!N&@D}mXu~F7i`Kme->?2fG
zxy*YILHGWXR%^N(33i7|+D(qSW7odm3qo@1@jtUg@Hhm)gor)99B;W}5qU}w)SjIA
ze^^F04|kS6xS)+wm7aOJW!M^?_7EGJ6WjQ899ef;Qe47#b-9HE188#`QmFRMw3UPU
z)BWx=_UlmgDuf~HqTSC@&W^M?+NcCd)b2KPpE3aQ0J1C0Lqn%;YQO@T63&TR^PisA
z1RI}I!o~{%GS-N{RAgtxS*@^M@2#j!Fl?UL+LNRSvwk6a%SF^Nb^GY+Z(0HCkNP-D
zgjf@pDlp<xANftPYpzV^mE^&)-o$=}d({q2V=WzG_pq4s_Loi_HM$iPp0k31gs<0a
zVOP3f1F7P=1O6BCQ2tNJTY~Dm2S-Mv^xF@$Pk=FNecAuFpla&B3OcF=N22^|j}J{Z
z6vEQ3nu~@hatju9rKe%(<$&R|ay=q=J!ceM#jvZ`Ff~q6WS6TaV`UTt?8GYD4G}yQ
z?+S27yT6s$O~)v3=HJIm^W6JAG(ED&Y%t<3_`E(@47L?~^O1cv;^+A#Hom9_p-&>O
zgJ4t&Y9i+93Yq};Y6>E_NcxCuG@4HwR8nYr%v!~L8z!YTfRvzRUXzz3aIdsp%kF58
z$i`l6ooRt9_;T-tUMk~sjVg3^g@1yluKXPqp-*yvvbZX*!?dor-DZy>dFduQ>eL=@
zqZZMB&gFB$hpjTLMy_LPO+gUcLH5DKN$|vKNLQJypb7$Vl~23<l&KLwQ`31Xi4P_S
zpw}>9_DHIqw1Um2zm76ryYcWfY)yGwV~A^_?j!en(tuR_R=;frTcu-c03)xMXLc_!
z%)K5+$<sF1N2EDzdP6y=Km#_X9wzrkm#%T#Nx2j3Q3KbGb@2(xLHFr-9}i|oG#_qW
z&759{wdL?8$2iM7#hS8#N{G(Rjzw-<*!u1@V|nEs`8+#qfso`3^OQ(i9!&v!IIgb5
zjGW5N@vo0Z>C1<96M{}HFsl{VYcucbvSB>@1R46J0u6=VARSI^+W4ba(=Bh#=<7#4
zzIgc9ZZ&x-p3Z)GaSPL;(s!o!1hAruLW9LmRi-9Pt<FFKc%i}gHF}iVIxTeF_Vx#p
zXh)gR@`ltzoqjob%fVDK2nBP3^196$KO~Z@LP@IjY8m&3)jE~Tydk-m@F3-sc3zE_
zc6F<M_!FSMJ=*+~xKH%tqf>(Unzdve!u{*@UD30KYbs-v$K&aiT8+_mYeEs_hQ_Ij
zV_Y5G+RyGxD-8pJU8=SVyY*ZB^0Xbt3+ioC<anuB8%mxWQrmW(-vbWk7ixNInBR|B
z-O|<4sFr%mn~d}|Y{!%upJc15lFM;?@m1cncCWo5t{1HK@5*HD(1&+fL6@@0*E!XZ
z@pk0K^{;KDx5djE+KS!u_l)@}&{nlwxzgEQ*ZK){etyS~As9!M%p$4jT`5f@j3PDw
zq64Zx=j)06p@b`++sV!&;|d8Pr-)xf!rpfP)M6}cGU`Wfsm5=mGq*?HbDW{}aKS}E
z1%a7)@t3~(-OXOvqhgqwE07lo_#W<SjKLQ%q4iFBpm2OQPA55%BsCVvA92m`?rf4n
zxZK>dlb2PRRp})}nrxXP^CyW*T8br94PO&#mvn9J$Kr~uZ?O_ycb8hdopxdx&@7Z3
zB+6kXP_y9EUehj#UtZ9xNz+8eL|f-Dqx=j}Bj?BNaeT%9P;jY_v3Gm;Gab2+{_y+6
zphx}m0Qqun{b8CY4S(oHk&r$Wi04PwUGFV<beT&Mhsug}zoWx(HA&bf#WSn}Oeg0<
zy$8DZj17;e_M&_48)U<EKhBq$Diwhaa&yicRZoEUh3N(22|`CdN>I$nU8gdg0K+Lm
zX1;W{Q@^__1`E@rsvD9&gnp7gA^4U~HkQZytv{R(KC7jcXw+uJ>{QUhPmhOb0SmR5
zB}BgNKIzR054r4viaQBV+BXF>Vg%j6?f0zgiznUA6rN=Ld=b>fGl_$@)2b}i<TU47
zyypsNi>1=hDj|vHg!A$%v=l3qS?YpTeC(%1YmAYM6VfLm5p~1DSIWXdgx@?XC9V}?
zhe1$!nfk++?eAO6+UP?%M=i1AJR-kWlc$DlG@@NX8A1dSI?p<1IO~tY1s%FtGa~I`
zd0nhnOs>|}NAKxu`|RU|;q#w$q;<0m<%=ZtsW<MOP~yxC`<7deZ8>}`y_zX(Rccl{
zs;sav@GhH+U&iUv+%yQ!pG*j#-CUWMxhfwOKoIuf&XpjlUf+#n`f4U1m-qSGpo8lB
zgiei4Bnh%&VD`84D4C6sL+*8F%eE&#FK76&K_K#wjN%;N@LM<H)uLn8W*U>H?4HED
z+*yA^LqZRq0Al?V(}}CKKb@Dr@ZA1p!g=+bx$o)SYIHiSi2Ftbj%0{6jb1kiw1d!W
zKhCi(T!;YmJ=>{o{~RCvdIh6e!xJEjV<vWxQSg8k>w)&ntNRh*^z`e|sE)1`5BbMP
z*3BVjUM_)1<9gTol$pSLwTEm08Xs(nqkH{Aqb`XTgb!sm)4g{uS0N)EJ6x5$%`xYY
z%3g8~AvR@mhi@Dlza+K~>(C-}pP1UWPZP{7r9Bh5l6k1$6D#rv?_SI9SrWRWr&W$K
zsA+3-I@kKXD1krVq(#Z4s7;PQa5z9*tj9m$BUJ7|sz2^S?MCNXHiRE)vu*SydToOi
z-^8R6C;AQ7{`>H=Y7gA8l0m_i2dEHGVX)~3j|?7n?fz2VHecd<bm8M(BHYiJhxT8*
zc|AAQ^5fUp3@>2<F|JP;LrBMe&X7&nqRZ8fq`R0$3K8)fCGbk<{cO)74i|*G_dj{B
z@@2xu-z3R-5B{u6d7b*c=k2`qwM~!n!z$}St3Jr^q<y`;_mnfp2hQ5jvq*@lp#g<D
zybo9U5RKai{W}d4(~DRx9LxiMLzT_#t0woy)SIqTeca2CAP?+A9`U2=UDqM!YuJ^m
z2oR>LUy}(D_jsC{K|UwVt9S=M>>A3pUaO<8v8CB<)Krhdd|#Ha>=72bd~*bP0ROrE
zkC<MC_shH>&I+MCkDr6Ko6V6!_H^>(!6tA>O8u_<LV(D3;_yGp_1Hk|r^XT|Bb}`r
z-mO|Aaw;%M*|7ee=gDu=GnhgNOMeLWg)`ULkq?o)msZ^_a;71oH?sUufMkX>g%wV-
zyHYEEJfhI7a<#5MFSshonQiD#XsKuCnArF>hF@?Rsc2uXwa7}#t;!g==+lyzx4Bd9
zdK#SO>o^5*b!8D02kV<#Q0^V)y*fxJcMcTOmj?dRaJmB|=fG6TvjPK6Ww{TlvB>b>
zP9wK5ul(=PvwNG$hu2r2b>zo)uXgQy?eWn>m08)G4lh>D(D>E)hn?5Y(j4>l#xoDR
z3HaBMS-u(*v=fJ1*=gIQjo%h6FH7t_2W1Giqkn_ow=n(T_w?qx3%dJQ4sy8Nq>JL^
zMWgRJ!hZ@d?C4RS3U&*kd3blKzn;*Zq}vRh7x$-w^~13T9MUx^E`|M&(7FeJ5>IOT
zRuI?+e0VpS$v(F=1nBgI@u?gIWyW$Cne}Pn7_6R-x9Ze0M0qc}`Njln=&@9NY-liC
zT)$2{NI0yWe2gxyI&h_ena*@3oTQUPK@U-u&{K_*Yn!}S0{<_L0(Z<$=AgnjV*>AL
zOc3U({=7_oHj*Fi$jN>Oxl0LSRbgx6Bv+F2PYD7euEb;;1Na;J)G$8Gem43xq{q=G
z0NUUwSr)<cm!uR(hGWt60+j(;@=ln3excXRf}d>`O4#Dg{ZFwHHN*^=YD$!6EcJ$l
z%vKg#HSg|<tkWo}vJWzam#?7&8xqMj9wFtd)X#O-QQ&=qL55`=d}0NAMEH}hlHN%v
z%eawy)hRpR<L-TUu)d(Yl6t6geUQ<w0coEqU#vu&eco;Q*yB0GDfZ6o36PX!xJIy5
zZ-CYrsB@}GmWyI3uQPBk;G<j++EY%!5>Y^L@TIBU+$Bv=nJTY_PpDXDmj}6^bZ#NN
zIfB-*FdB7QJ?aGwiW@2BT7fUhlsP-b<}Ds4Hr7>aYwu(kl2T-CGmIM1rz{vxv;5QT
z)yhQLPT!48T=K}ZIQv{TW!_hj^1fv!3;L((eg5<KJx4PVN~i1xF-^R@8k_MiT#W-r
zgIKC_b{ifv5)$;r)<$M|H>R7->fOgIn^5gU)n`Npqvx=8nQ$-2h!tsf{Hse;^xI3!
z{CHZV``3R?tG{y!-#fmwXgk03mIU3LsOvV$@H6(!%hnD!#C=(GtR)shR!umdo$f?}
zfCFAvZC9;tAMBrstkwv5ZoGisoT$_ul39>Auek3{*s6V19{FYfDW9~^!SO2j9{q0p
zsJ(a(uc(XP>8DIHtv0J~5iY)Cy+$T!5+-G4#ZOwA3*Cz7FIkLKA1uAKSehivQ9xm#
zWigs=#vxbENejp0yVpC%kLG)X5_Hu<=+9AJ&aXQRds6%`Qu@?>Gwm-PU;Ai+9L?88
zLJG)}@HZQpzFK}Dwg^M*iW&~$)d`;OK??8+)Z<6Aa#l*H@l_aSwK0_yz;i88agNs#
zv%7D~7WMBkUp;YfT|jyQ%uMRvtGT@7djZjCi6M;b=_J0?@WXim=NNn&Cai_C+(Sga
z{iHpV1ZzGil~u?QuSptBl*@Dl*OcpuqP1UPrcL19XM!yz=n*UYSZUmaSH@fNz!o8V
zN*NQeMrYtVy5mBusSQ*Y#CYp%Dx{Q@g8cTThXQsHxAe!8n0cGL%mv@9WPN8piG$^W
zyEpf*#_i_&?)veB<s;P+?KTpuk#ob*APCQOuY>P(*Yt5UGG)57dJAi<kdcxSKJ68a
zg`>Ye@T}^w^}nKj$l(*rlc^ZW6Z48CiI=2jFiu-j^W=&oXuOi^xx(BKeBnpok-df;
zW#gm0Hn&VoZ=&P~yI$f9_NYkjbCFoMaaDqGfOvw{)bcOKO57;dqj_J1MzYdTl9BIa
zHt)AKTlh<|smZ)p@RjacP^z;X)fJEL^HrK;$sU+$x+#oVK$p{n5o0@95S`GGtQK$8
z98e=xwq9+YSGfA|8RYEgx@sR>hE=pq<&?~6AM&NvZwG^TS-Q1<Nu+a8Na?0NCWg3<
zql&J>YMH4)eQ1?;p+i9)mgIvMM4ftV&|neQ`S4l(xz7`zr<?<;e#)V4$tqooSO3dp
z^MyX^_2Wvf08UHx!Pm6bjPv(VVUGA5zDzi2%VZD<9hmo^{gqm{{*{-z$E8+nFIw-|
zjGb|i++|C-$vz<;0FE5{y;eY)cPc)zAnSrXKm3Nabj`8j@*`mQi;@>#%8$|Ml!XtI
z)Fe7hevGpQ;HT{*i5B3Gr6phPd0g<lO{6K!G7U<kJ-ED2lV7%a40%~G#Mnn1JtL0r
z;t9~DU6rzKI4S1pT*K#0!_@z|Y9}7Ys6L2(RWYt7S54wgDHGrp@t*P_!iUL6=1ypb
zrRn&+c=U#1tns6#xH2n9ddK?ODfyKgbywO>d(}V{JkwbcF=|xSCFPCv&0vsPYg^5P
zZPvL`L-h2rfR>cbYpQEAAmVx(4JcdnM7`S{-J@RgE4KTse72)Aw9O0Zcs4RDDCp9M
zpMb~!PfQRsHE81Q4JhhJlU)IOPqv?2Z8Ms1DF7gb=<QRc<LRe;n2?YdFOVG3FlU+&
zgy^CxoiIiI1VCCDB)w+1y9xvm7qOC$L|@nrNRlub#lGW-BxTn<c>?r30X`5>H^(T9
z@|hOsE`56=`F4*zaqytHhgqOQeG4|~4$8-4iZ1EsWLHZR4A^vaYbE((=GIfe&s`y_
zU_jL;oa>yO-XMBD`=ZdC=8?Johr0KQY65z{1%s#vQbg$}K|v8|0wPF@h;#uFA@nFk
zI!F%?5|JVu0V&cVO^_Dpok(v20@7=O^p;RUAR*lRX4e1CtUGJ&nmaGE<{^uh<b`v-
zw)g(_*<EsfJY#)XyX3>ej>ezHdof;CVTy(SY1--#0?Quo+xAe0K$tpR3Lk7>FG$&e
z619#RMokG}_aYSSF=h6@tnM`?p1L#pOHB`pxF>B_xk2tH^|4lx^Aq3C2Ha;qy=uiL
z!npC;d*#oWA^(u$Dwn49hKR8D_C#zDMpN^pX&m5RlEqpy8JtVx?chO1lhtIW4|nd-
zWxv}CyZIn)yN4mKfgg<J>|}{W@_-!C+(O}xZhNMrN1qs{-;Ig6J-zjW_jxF@<-hi#
zzV<TjH=Y~drk2F{Y!JIgEMwU-W^o@OT$kH9V4!xeHR9~^c&jYz)*q^uE6g=dMbtJt
zX7TCh1tkNMx{a6X=v#0mXcWfv5rSt!dgvVBEA7Xl08|4%(4t<Yxj&$#EaWwJm+Q-&
z%J;?&n^G;(?!@V2eHuX?+bGxf9^Pw4V9x>Dfp{=RJQ);ep@LdZ`Bgpn_-^#C5Mn{t
zFFS~_<tCk|TEMk|pNX)9k{|nWty075hNoRGE`6&Bn4cXQ+FFgDiN66;!?Apv;J~{_
zRG$HNxFoNZq+!Hap5>%nSL$J(RDC3St)Q!^v_d;4;cvLHG51B*wu{~}Wb}hRk>dN}
zJ7EA%{Wq5oI+Uv;wz##BY6%u?&r{2=vJ$@Lw(B_*qrtB$6&*!0U>8C?Fm`i|T|`Lh
z*~2>Xy`V$OxO6Hi#(#G0{}45NYc&5<`&G<BLqXumR7{wsoM0f&#p#S7tOU!3S5SuG
z-yPR`-M+d~>QhR%PM#d07)AC6Tq_fY$LdSr4G|$nyd`*Ni?djSV^fPYVR!GDuCf2B
zzhEOzSk8^6MALIX-~-TaJ-8j+OsfaJC%9Q3x7?Yk%!-fwRxw`M=_-21WOeGU${o90
zdyC{Z9+?La4UM}6N&-f*E9U@axMUhJEA4Gk7Od4EcE|rQn$H|K>YM%O98lSFFLfm-
zU8R9h!S|t3n-!BKDjQ_S!ZL_KP4Bg(NGDohM^OITb(Jmc!RwEEL0Lg8R!k0_gIx;K
z$TGXMRC6Z1>b(9Hww;+x!pWt#mc+b{$2VHa2q=4ZMc5-x3-uV~Z$Ix;kpsUILrie$
z=zQX<ZIdl<itM%Nq0Zo29o@!{d;2UTZ+`HYq+=(a!VHL@Woq2=WR+(ulLV`fFEvuG
zr?Tp=-l-j3Y<eev+@r~!-$IKGEL&|14Oi@2ICmZG7j=8%c0B_72|BsvN)(9nDIelG
z(Njs>)l=7a<k2kbq)r{$$+}#=AzkgW>-^jG9N>Ts27|Z0t1M>;7rtYV_ROId0?;#G
zqxcYma2*&#7a|(#&Ol_Iz#iy*H1K%OXUHBSl{_Qp*(sFv`pp|o{`U_beENSfK@1l%
z#-&P!7CTQ7T{NN^KK(Q)Hc>E~?wc<;QMh}uiBOy5oOqn#UNmo^!BpzF`e+Da^Lnek
zLXLJ(W_gq{Ld`?Bn@LxRTiOR+F=hSL{u`8^b|5pdMszollOpOs;U>y{ANDIT-6(!j
zIkq&sr|h{o<`vFLTVvX5GNS%CwsW2Q@+^ZQLgxRoP1ab}eJtl9{_on!=NCyQuYQXD
zxYzz(lkTD&wA(8x&DMKtrNj_i`M3*O68%GW@)w4;kgXwqcQnX2-Eo29t8sYse>SN&
zbsn@iU!Ak)tx)3{Q21Q@%})>~azIC+AI8obzr(wK6c=*zCVAJj*2PBN5#~;R;(O|T
zLeE!{z1o5z3=$RaU@RpbGYkBbA-;WhVxPF%x2nmQ_)vxML$8tfn}vs(-Mi9B@#5cU
zR9Uy}M8wzTm+H&E3*0wNW?+6rQES<=A9HJR33AGo#Kpu_^pu-aRs6cJdPhs?!@MQX
zN)7QaAU13wnc5}$^$IjpC1a9RMZ%y{C4heIOxC~GS!^Ks&{;wXaR6_uqkjqdSZ7c|
zD@tys%zIwqxAWITK?cQX0X~<~r+u_nDZ>GWo45mAPaVC&&NndY!u!KpY&?mTS_-vC
zyUAq-0o!ma1e(;*Xxpk@P;54%mFb!eU3NKr8zEER>gODIt-k83P{bj0N*>wi0U0hu
zR%!GcSG&H_zv$!=b2YQ)Yn(r*X*f;4c5ad$v&cz)PBg&MWptc|9e<KB*OC-f^?t#P
z2zRh>b@%ZR`1`Vws}H`L>wbDbPpq+u8S7dqxPq2NBx94vEE|ubPC^KlXWy{IEe!Y2
z4<0jOlA7?XL#=l0o41m><-=gtz(kV(R*3#&uvyHHzV^Vpqvk59yqFwDy;}=Xv!}Zs
ze>m}^WaZDa5K4U5v#JpRrdc*>r&ZT3!SqQwlqoa!_Ke78_9ekj#(3?Ib=RNFyT8#~
z|Ai<`J&XB(?nH!A95-epdXO{Do$ilRU*aw2G}f~1XPsSmYga`W`H!yD4>7Y%7KZk%
z$dR<;Q-nJ3bP<0a)=&yVzHb@L4A_#ahW7d-jN@lWsF@o}uKC%o7ZgXL?SXf<U$G2w
zMQxE~@VuCFKul&226WwVrZak6OdR{QXWSqX7=h|b11)8vc?zm;3>2@w?|-UnXko#@
z*ICwJaYoN~bYS0!3W409&~K)6bn|$p!;hJq18Mhy=at{se3h5$e((EpEAD8Lv5>`Z
zz7TA<hPUEhlhY)*yu0w{1l3~>8#&`JfTW!RD)x3P%eGDjQSFGxy4WBOZ-$NZnBOmk
z@5G#CzXQR3(%DqZ>G$hgmpt{bdMrUNFa7W9DVQ1043zE=)w{J(rSDCWOw_t*P+j@+
z`BNR~n*h33TIGI}8~SvJKfWE*_|H8DU`tl1EE|;q>qJFc(T>5Ca68LiRQ=Z$%$iGB
zvWr7C4kQ_#Ne+!Z6{0JSB8L&b;#9Hr?N_$%5km^Z)6z3EYdbAwhio5)Ndz;-J>^YJ
zq%+&4LjGH7vag2g3|HjpVk`VzP4B<G`6C~t^lEZMW~F3~5+N$1D{T}pTrl6^&y&d!
zu9l#3cvp-49d>nLlwQ1i#pHGbho3J)ao!I>+$Fd$<@X{lSpr8(J&tIyzAvbntXgg{
zYc{n}O!5>nm>U%4p60Xf_7_!Qkh4}i2bfG!b1-tI#PUm<dtmwV*sg-ywCXLZrMGF%
z3rF&;*P3`{Nz4|z`_*7$|8oGIZ6nC+OOD!5Go{mVr=(`SvCJjOemiV$haM-ZpJ_fv
z+|yXl1Nr&0eFJ)ieIV-ws0U;9S)eFAU7HS`tlBc0+qdm&zTS&T`0MseUBiP)DdLy+
zrni<QI>eNG5ZpxTKn2>^NmfO$qz3Y2ov_ER2R*4s8j~Rik#E#>v`R;JX5Yc9_vPTK
zCm`?cR#xak@2WrhiivR$ycplqL|0}kB3!^AUMdvG^^fni4W2vZp<JnikZiHD?o5#K
z@{w-?nj0Dpq=#yl<8_A=%lP`S_^LS-Uaj~Zc06LI0Dpi5wco=LqL=77b>)k7A59Kk
zc!BVJ7V%lTj7u?b?#39`8Yr_>@T?H70Bw5Sf?JD#fyEZGin^`qKlRo=#n&12KQE;r
z-1*sNJN}^Sbz_y1-d(%|-G?$m`T?O=BHqd6;}bieU-sL}--egn;}@7K>+ijD)spxw
zl+`{atKW3CCmM2uT31J>gDyeWx**I)>ty|<frIax@AJBo9tehthA>Lrsoa;_uo^xG
zFa?p+&jEinWGS>}2z)xB>P2ONe<4R{!bvIsKXFyKLoW-eHT0@w)VL<O&iVJ*Q7-!O
zVf;)FA^We4NT8BP7boYjXT8aij)<w5`tbaf+k$H|Xs>F{@q$0q8#0F`HL|s#^LK)}
zGQS;M*oQJ@dOEL3PJ6GLXO-#C$eG9Brt3iCn7aec2X`k&s?4ZunBpn!zsSiVH*wb;
z{=kd|V=fzRd+PmE(o$qdZ@qa|)yhaVA+|YUnjoM0ZtaApPhPi}k!gQwW<Mp6bR1?>
zTfQVUXS?L-43oJ(<Rq1x>eWAlKYCwpI+>^SH*rS9udGR_Zt9fuKZfSJ9)qzXP37_L
zb6tMSnu}LUqZ9txX>p_0B(VDJARt))T{Wi6?^yEPVzGO){Uers;6I&AgI|wwJ(ZQo
zSaRRt%z+Q1Y2959$93(y8Yu;eIMWnm-BRJ39-^tddQ=OYXBW7`rCz^5zN^)65Pp>^
zGdw6Y%r;jcl@p({{l$<<U;7$6Dl~1wdz^UUkonUCMVoa7re?onwH^&sbcc+8jQ|Ac
z`pfj}u;Ly}U|enSt8qg;fP#OXLfCcf_|D1Y*At*>_Z_uT-IB8M9ITPXU5^M+v0>eW
zRN)KPSf2Xv6$;&}M@ArM;UcgHnrryUPxfOw1sFHBe8Pzm+rU+M5x)M;8yjY$y&H=u
z1^R)Na#bvB_;T^q8<)=#Nw4%4!=v}?50&zr<uxK65q*L#pE9X;FS*49I&wH<29)GH
zK+u{QoltY##a-NSjQ1iFG0$xLPWocUX=ZJAmtB8;mAc>!9iHr|`vpCW>QcV=<KbvB
z1T#!S^gQm$7H!c5>5PrRD$$cPubEBLKC?d+OaySFI61=!K9={Jkl%3>zoX_>uFa8u
zjjoHf$w#f}3Xne=&L8lyU661%Q^xkf1H9hXg5lxaa&fE{bc<9ui`FKG5@$)aFm+-c
zLj2RxS9{##r|I7wsxB+;;wo~N9Sv7`(QE0qnwL_SCS-%r*28fN3Kf=S&Q}yc7Z;_n
z%)lSPbeSibiJEAf%q!=y!le5>8LY~N7!UZ}zbMl`eYl~r)`?nDlYedeggF(kT$1^>
z@LXAbG`T9K?|p^D*&zvx9}Hy9`r$a!k{=MB<ioyGnkOvET&dnM{pB-)77|5~It!sZ
zhC*H-jmFG6I<?%Iesf6m5mIQ&r&eNVStl8~;@{}AW2lIW1o;^eh(+wMFwN_@-T6|s
zn)T$ZyYg5~qC?!n4lbq-n*n^eHI(jxS7LvD_<A5ZU-Z1$QqOh`{TIE7I-Lh4fpQx~
z!imnyXPnqi!H39OP*{Rvu^QSYh?xKCmFDbO{`=S2pSW+bS`NYvbFnjl$cmRJhM%$8
zZg{7S;};^Scup#Bi@A6min97S^5sxARZ<06m^P43L=bkV=sF#Sg2e1yB|hG@yfbU5
zliJw);mg<N#1E=BL%xt^)5^JUG_?GbK%xM_hq#D;Wl*%fz}FZU_<dn=vS%AtyQ_1O
zbj|koKG$SLXuplTQ<>JZ^a1=1{_=NTZqdtE88`nLw-Ux7wi$sZ!0O8XwA3`1&(A3e
zqdLIdxe}H^PmtLmh!MKj)+$ryjJo2SV)oZyInZ=YL;3gN+_l8QDJ&W&!!kv;T$UVS
zWj>s@s9kKnjkDCeE6CEw__K#kU*%wVq19weM*k*R5dW>IB5|#Qa%be-gH07J0UwZ*
zd^Wef4}S@B!{x@jB!ePk#SdR7J6ZcT&gjm8C{PqwOhS1trXU4QU**=L!YLB^Kq6fS
z<&kD6aQ5*_i|RN3)c5a;e>i5C28Q|898^Z@euob~t9E)O!++?sH4=7lISC>~`LkF(
z8K!)3W5aGG7ScIcWH!?Vba?)czMRW8-+zhG&Fj~aw8TI6s8&(3@7Xt*jsksuL`log
zo`m+;D;0p=k_xjQ%{<bh#~7u5>C4~ZhS};s<kilF+i#^#k>F5EZFGNQKr2P-F`NL3
zRup5yPUybt6H*e8Weq3Sy{k)np3I>+CI7IO|KGL15Xc7!k`Vk4ewvqnGa89tn!5gU
z)CP5$bB|1N9kheV68rFwC6>srme6BkN5^}!gM5eb?aNPWp^(e6pasCgqc(m*bDWg^
z^lRO7fR+8AYM0qxC$)E6PYgr0Q2(%~efwhgyp<5oIiP1?PzLB7a4EU$bKA0)aJ_qv
z^qVuu8MG0?p5;HV7Z4}i79b*&Dnx*RrGz&Hn+H2Wc6pwO;MR=L&BRIkck{tm##X6`
zWSbY^4k`QZ6TW+dRG2U>*C5ntajMQ2eJ3`r-+z7Q{yMul0H~t><ZPbj^$YT2g!%7^
z=~VUY7GC##%@k_+$pkt4cXhBZJ>a??0M-2;$gv(D9|zO*TZ#`mK5)$DtNvOx5y)v*
z|JUMHLEU$*=RLPs;kcEm&n2@Te+@M^Si>gSJoJDMz7<c7w_G=`qv(`?jL9l^RSYUj
zoNu_3@?f;OB#m+?EBmwS{yE@-^yM>=FI8u`%9j@Bu9{P6CBC-`>ZJPRizMk}U>V#N
z%1NLnR$=Frm7Kc*!cgI@e=mOIjXmasx_R9ZXV<R?n(lpbB_F@GO^=6k@VGP<hV5;W
z^*#%~s|$U^`GU?eq1B*%2ko&=BeNljriX*UhFB*&;+k9_)Q%8-T07tJ2oZd`S45m_
zn^BHYR4d*}d7N$-H2cHNMw55rwrl<wlLhWL;*f>I@!?i0*WWke-dnK?mR;4+qAss@
z-f(MiU%aOA5-LL;7-sLPMmc)MvVE=+QC}(%h~r{c{CK4eH4mK1P(`YrWqS*|seu2k
zHZ?H>g!zBHb`JQJOv_?py87gWgW=k0Q^QzW>usaKig@PrqAs=CJwNZ!?Ixtjh#E|o
zqz#`swQt|bh`$I^juSKQ#K+d%Xqb1k?jdT@9Vf=`{<{Q%CNfN>hIi<dHt^RdA3Pbt
zO$X6MbZL)}&9_sHgN8*%%)7_*wr)B|nMMFuJe@gM*ofAf%iAf9Etz9$d}bEv!%380
zm&t=QL^;fbcvRMRt8=C<dM}dsZJ1!XT<{Vrqv}8;JgNj-6F=RtTpspjCc9uMOUw0-
z+q*akxuRX|PSX#!`fmE6JZufj^m6r24?tq6(d?U6-#IS{tN1jX-5DiKpD`OV4M#Og
z+9}K|IR9@%oM0+ziSY5IN)g=T((#TZ9)yt}EEw<?Z^-Rqi>OWY<ant0G8Ag-`a8q?
zV&S}i;srkz4jd?0(GCypx{5(vnW_CzY8iR&!G5kS|J?4Vc0c-SpYox`rx{NlA=}1t
zfH`wrG%nLogZ`7}4<UQr?ZcYVtiAnNn^U!lzusrBSgJQt4J<nnn=n2Jp7Jq21Y|s0
zCC}oNFF*&DzJJ2<B6<7R{ALboXI*b64Vu{0nkv8ZIq_@w{E?IY(#?Zlf)5m$?h!io
zR-}Aw(_j2?t-w`=sVJ)<cW7%mxz6n55)4JMCuS1u2{1gvbCS>m&!T?(;?U<uA^1qE
z)*{sJMdJO%NOB9Xt(7shiV(T$Lk}M7Gl~)*o+QGJMp9m_p)ReRI6=u?@u#hZ5kJmm
z5ldEkoBj~;jh+rV17a2mTC6tD5&iw-fyeQ?=FhHA&H<iJ=$0Wr$8pr2f2@P<1<|OK
znEiTIyzYmT03v`_bNn^sy5h%HQkhqJ^Hik2!+WUn2LiVe@195>c>x*rk(vlZNk9Lq
z5B>kq-~T0%+{FKyNKP2y6yTN?eUHk~<~Fo{wKZu|4)NeFT_kFgsd7)1Xb}0ze{7~u
zAJL8y(>Jhw-TINK$})eN)e2*kO>T$tI<I9vt~L35`T0Kf3%mW?$<j(Jj2B-;@Wz9G
zMY~Grb8N{Q&3BjX-ma@m@xM3C#hd?DQ1Ziv&+`A0el0D}w69b<<+l_zpPG;dK+7&Y
zv=0)YoZGn+A(4A1TSDNWMi9x6{JM#_gHK#+r*MCLH*)x+`|J0Q80&N_m|k=x9-x3x
zwdZBm=axB5#ZiFa2ms~!tV3j(=~=u=bzpQ~;%octHwCMo@4NoCtg7&ro5}lz>O+Qt
zDkVCpxJ2s>zDIw=y>}FJ6CH1dF7`<&E`S-=?}R^n`4}u1pT-&|(hnDhiHyUUi4D!1
z<(t0pDS3>N1F}<mTGww#JczT6lLET&0{FPR1_Nb&ekm@(U=%zLK{5mN(ZCPM7Hh0w
zt3I_!zFJC&#!Y4tiAvJC@`XD_BvqNc2)D4XxF7G|)jJ9@)CRb=0%CP;x=n|2Z3(yu
zBsw3nXpJ{>7EDdAr^}qhaMULBxVv98><N8N!^(Df9ROe;`{PjCy!iMo<(p$L&AL;)
z^z=;n_qE5Kb9Xx(`R8)gbo>~m_!H`vbJp%O2I>=q+`9@JV%?inb5-5+hwyz~0!2r!
zAMy)L{XCs~tjrZq8(*WPk+Y3UhAjh%jZQ;;$fLgY^-rP)bZ1YH6_1RC!mBmOGMGV;
zj?cq)e+L-lb3}_4N@?=PsB;hdy4aE?=3!Nfs>i*Lv6;zVe?w<G4WO!RjeAjR-GhAH
ztGG3E0<SXYrZxHk$bOMUYZ(!j%`#dpEsOlo<@0z~r=UVsYHhP3b8;(nrx1%Es-x`(
z1MV-{p8ifbh1pLIepaMrm7Cyp1Wq5tc#Dcd=3$>0N;;U?hMAM9EE>DfnQ*%xJ}{|S
z%nUtw^n+N(hp4rmx_NoS6rIsTz61YlpvHb+zw;j@H(e6U7q5bIZyV+!Mgj*?W_9Z|
z%}4!H`y<W)i#=v!W}-80xNDIEX5@}xxoj5negCDEhE47L+plPKM7(M^1r)Dq0WNgX
zo(_``(9CtJm|g7fO2%<IrQo7y!xke=p$$=9<7DzPqD_wc@ELTt+q2Nnxv+gvcl0;N
zWNV{xGcNqPPs$FpM1q)?U)=Q4yWO!e>YgGwvG@ekA{b<Y6C&8+INNx+P+~cj;Lh?i
zq~TX}oaRZ&r6;UHZpzlm2Yi52^(c|G660hoFWq@$rQNhE<K4TeOqaOIqff_A5>6!j
zTj5;?l6Ah9w|%+;u+1II`kfh&P&DHa`sPrsR%y<xEBD6TzlF9Bg6ck-kEqCO`kYYF
zo=cn)E44Uan4)qbyZM>AdAPwyShcx2JltuPM(uSOmr}e$)PdHU%1vS#Ov`ce5E2cN
zBVWbnbHaj%C9b(jvvZpZw;TM+_wHV*6_R)~9K-k^B>0yQgJc4v70Im33)R7Z!^)cP
zE^W!wRDZaz``#}51#GmRIG_-4Nc#Z*U>QUag*ZOhcwr$t#5kkN`|YDc69OBz#(MW{
z@WCQS;Vp`!>+|~7wHh5z{e-dbtE6WEe~T7S-br=XG56MB6XpB3q3C4^7AHOqJbUH*
zMq{SLMSPu)M@-0c@QUWYYghgmA6Y|FJLT;|$x1(<NV6}hZwt)(yri@HuBXTy331Uj
zV4LNvwo<*0%*dIE1SC_|UQOd1#f7Y&X93meO0WAAlRuniHSD}9(XTVB-B%yr*?`)(
z(KeIZU4^;DV$w8>46<=m{K}=U5@}kg{2iV7Hy%vP!e6z$Plelze&F&1=~3^<IPP=6
z14?443udg;b(^2px+eCH!Fth!_&?xLJY&m@;~r`qetT&iv|zo)5;CuI4!B27U4`F;
z&%=c%i^OC9?*hB=9R%ZA)ofX*jPRb;cWtLOHSq70K{#U#PPPq5zwvTbtfgx_23%+I
zlDk~|ulCBYFYm{HgqQL(kjU2C*^n3zpF2}?xC(X<)^(NHgMDzQw_>|UV@c$c|KpXi
zoVb}w^laL!Y~Boc0G4m12l4YG1<!YI7*Q+xxZg;y-TEvdQDa4)%ob=?lVOF^_+$ul
zsH$ygL|CRu@Caej%vua7^k=yK9u3^3y-w1=dmkmZqib1#;+M+0H>I3ou>RQ=Ux@;k
zImwCILL?DFCU2|HGe@)6BDseU<K2Rv1FcPOg17bCK#ai4Fag}B@GQj!m%{<~CqY69
z7Za(rhU!kxK6#S|-jfibmpD(}O}`shyeIhep;hsS{_cyDBnrdTvaYu{8~sr^sm=6i
z2D+fnJ%TZd!3-dteFRa6IpjWsmzb^A=}Hihi!Wh$tVOrP0QVV0w5coVi8otfB<R%1
zjuVDfjd5R_KC3qzU!aYD8nm^Em~w7E2jJpiG-F3}x`|uIe&E6E`bB~_nW6p4>1gWi
z{vrA+1&w2JK-Azv^J@!$ql=mGKOJ(TPC5wh|EuLdwV`K4I@dZEtAP>i%EU(rmyy7_
z1THC-cH@Av`G$s%Lo?=0sjM9rq?`DnilwN0EyY*yu`5Lw<~=%VMYl~6#k1X8(P|S8
z@@0%pnES*J{(~cn3I7e^JURi!L(vhQIiK28{Rj5P4iZicNI=R!Iw<UrmnBMBsVeT+
z>hE&gYCC<Zr^&A+sV9a#*-IgbQXzo1b>MXw8CC(cIGHOE001L^?&&4@W*6goM(@_7
z4>O|$a#AsQ;T<J+n>H7XsXH115yVIwsRMF@d>65_$8Ijxm9=@T?1L4z$G#3X$mh>K
z%aSKO-O1p%sE-64G<Q!|>LegM(qGWZ8o@X*%07oyw}_%7HS1t+NwmX(f1CBo`uTs3
zmi=qU8n%tpxfzfYLo<hm3_bF2TD;MEJL20@83}f$%=>*8oTt%>ml6G~A)o9-^v(hF
zL~0%X;wYcyrbe0!s;f;Q`<@_22*E|lWjT(Gr6Ej#u8f^D9~dLJ&H?gOKd4f^c$>$C
zCG%=__AUi0>3$~5u^O+2Isr<3MRpl_I6~Yp=c}@^@UJxX32_{9Z(pP+2fwzR#0d33
z;^2?Za$)b&^-{z^74T91QSTzp7cqksg5D7Hqpy2e4KvNQNCBD;KL2)dE%isBRnb3I
z9`Ua>Z0e}-oz3o(hezGn;Iq_ygb=%wVa@u6NkK-PSn<F9cEg6N+JEu_D^tkML-Axb
zb4*W0Feb>PXRDEEG36YvW#xyPq|h&W`8&G*fEi6L^lQDAo^s6Lc|QEE{<D<Zt@iE?
zC9cWVF49HV#kjfltzzwSz`+RW@;RW-hB{`)O~Ud%gvZvM!Q#K<nMZqw%&0%iZxlMy
zIwL63EwAka;YzT_ZMulI8KvwT`_hG)oR12<*Tk(GqBP#%dzWBQ^Bx;kfmHPGaP)37
zv7=;@r1eREWaUzeV7h~m1~!M9&6d&5ASxM+pxHg7!RQ+AACSCuL?@2n=GDS<sUL5#
zOVPss;5xHY6oq~S6YRKzW+%4&3IB`At$L<`Gt+2J*nUA&UY=<xCOv=(%PWA0HY-xp
zJBB4@$4Ila6x>CLPiXbQ#ejK6R=b;5MNCm{nHo%ukK%fAiy4!MG{z#-sC0~Hql)^j
z;IqqtwuvT6nYKPG0cw>AyNq86-OekHhHL3joA9$V>j}Ov?fn^Hbb|$1s&ecI8G~eR
z?Xi|DBBG7``na!5dU5)>+cKKA1f$jkFvA@v2C^uwpfH4d+exgnOx-k&F-aSKSXsxL
zRnfODNA<sE>Dil7?Vz<H9=MliX5`_{!p2tv-QSCS2|~a$Pwi{q^WY}rBn+Qlt4Ypi
zzgY|dm!!Q0XZ{-}Q_nUq;FKS=CcEsyA%QRHo@l&j@?nemI#Fb=*xJwALDBXA-wnv0
z;fR_NcP1jj5YN8R)tc%o^EWh;>GN&hwRI63E%k{$FZ_+=wJ=wSc;sD5X=>^dV9;9|
zpU3dxSfkH@#RVFb>Tq%Rsfi*RT)2-CjYlsbo|;|GI*ZS7oKg28@H)I1MtuoJ6u<^a
z5SUW~Q3W^L_s9MkG`iDmBISkhp=8lz|H*`YVTQu0#>{I>LDby~Anv96H47&Ym-isu
z@4?!Hg6Bp`ck2`8hyNC-5W&dgmqyM7Vs*+L@du7eQt3&#J3<bHGt|5(;V#{ceuobB
zL*F6?c#|4<n6B#3d;Az;88S%Qi3Dxr=U<~=0u1&6fD0_lQ0J$(@K{&O9;1oscgI@i
z+WY)3Bk~%K1^2c3gc7w-afmk{CdX57n`sU4sdJ0h%dAzn6vrZ~I#MP4Epm^C6jd|i
z;rYX;BUcXg2(xMOqLC{azMtC!*SFhn?-ao=6V8Z`Jg820x@_FxeU53^tJDkoa(^EL
z70=~J;mNN`L;QZc>Pd7a@S*RV1D106WGly;oiW1~OndosFU&YcXBF-a1Q=S&*2g_u
z)L^r9gP2$}IlsrhdSs<93l8i_oj6klpWNak--vG~9f7!^qpy1sm}-$%Pftom`$0?z
z6ra-q2rs-no0Ia3NbmTg(KWS`vkqLS<Xdvphb+lVeW`kD6Uk0QYT_W_H6RY>(Gz)i
zlKb7?zc1_ccE8V~76*mIOE&4ReI%vo0^y(XenB-cQcgEd1Dgj=7a$2XR+EQRt-sfn
zvLHG{cWkHIHhWbqN``N{lR1$2tmGf?8f6{`fIS#|`|YgGj5U#t5cDnXCYAqnfDZdy
z<eNtQ-itt9hYP{S(5z+K%W=*P5<-%WW-r9j%Kj3#+f!y_wM1+_Xg&BqLvW{(14JRa
zPt&<g#4N07y5CE)F&!hd*cQeEk-bB?*q~UybHKYld2D#8@k5Q?*2jZh+N0rGDxMm8
z{)je530+9e1nNJTuOXF*n)x)&mi};%o7>1+U1%qknN-ZD?!{2T!Y$l<*->j5N8zQO
z<Uoeo&ox(!eV_|!AgH($GjE~UX*`8XXh~?A9Gm|A9B{HlXhZMs6V3t4H75h4SL7Qw
z)GsuT;{rFXyTqrc;0QT;OT3-?wsAt9O6$X%Iu~~gS5J%g((RBeqwOSJJ_!zMxg?h0
zA4eO{Ua#cUl%tN}g`<l&y<2y*WRSdDU7DI=+hrlX_rM9gKz&jBO_3w3);njxFv+u6
zoXXK8WC0ptP@iQ!asTmb5t&aG6dTlJrR-{$!795?iXVk3w#joV^GQ&NN8G&`GLN#v
zS@W*@8{(x$#yK%yp5%1>xQ`D_yMyYA;c`@k+BDrVXK*Vsl=N~O=5;aB{m1lKio(>N
z{)rx_Z@;)n$qx4e`isn0gn%{Kk8r7<6#X$7dvwt9OO0bbw)^=pS^3MWuRay|@Jl81
z3MiHA_w*of`k-5m$Cbml1M}+f>V3}yt15HL`${wq%6ONX?4-{|tinyBa@YIAz|P29
zJ*FJ?H-}POQ#+8!cU`x~Pkr>xWDft37WL1HLH2{%cheWU3HM8-F1Bm(B8`&S;yc0S
z-^unw8LTm7c#Le9yU@H;m_V4iD(7}(YA`7~)EW(R16fPVNYRM^KYgpGZG_BxK<qWJ
zO{PFeOPpQjfN&1r%z`ZL?`cr@QaHv+B*G{SqpC&QSgud&!L8_1Ch+BL{tiRqX<k%e
z#MhN84cPY_QS<wQ5-sz<0s``<Uq~rMWR|$uW9C49a%l#lk$*)xT%GyOjlFY#QN8zc
z7Frw;)p~;JmY7Of){pjPi41^rh|F%dD=L(q{48iLw{-n(GV>hjb*#!h)Blj!D<&9H
zRkQZ)PYFX5yIr6dOAU^6BNh8Fsq@W!lCoo9|MBEN|FDj!|9@774UTjE&nv@_Va{%`
zS9@6d9@O<Y6QI1VxoMz|l~)6YiaXtEaSdq_f1|TxX_y8Y-4*lRJ63sfBWU6N*Doxd
zzi1%gh)QI5M%Q9BXQ<daLqXqE-6HLt%%E5vAEB)~MW^YfqLH5J1@<F|HV`-7OrO=9
zE>&Y^0MeoccRAZ0scy1l(Wn@437-v8zEZY)>tVuuwX;i(25PVazrSaRk_K90AJHu5
z05|lFbAUTJuz8I2SOY^6F~2>``&GBYX7PVV>)(r<%-|XK$#01VP}hG_EF8|O_f5Pa
z%H4d`;_aS+XsnJ|I*t>IP6hTMoOu0B@Ap3!^3MTxDXzd;NEIYR490}hXb*V(c);Dm
z$A*1pg6*<%bj|e!ulew$2Bj~|AHe@<sSS3VCR_vC_-?%j${m^^Y@GR8G&>-}-#VQc
z|6eB(R6BYWOl_c%)qD*MkJr6T%BqP&UX*f4!I0VOz1Tt_z3;+*;qIrTL73K;ho+40
zKTp?p!D^@)4gG5L5^|BT)Efb?BI`HT(HTyzrp(M3_UVZDGPDKB{w`~pv_3UnBeQXu
zM|CW9BlF+ejmtQ&F_Uh`X>p@3u)$>x7yoBt33=@t@G%COX$fs=w_=VZj+K6I@wp}K
z#~<spdy$Us18F2YsVr{wfLzPCAL=>8;r*)0L+iAEZZSh1@_##*oJudFSbLVJGrBWH
z<jaRfrLe(8rQfX5!Ni1M$Rl`%6(?1Y7r4ZXERuIgg)}v`x*T<%1F8y_jIU`-RD)a*
zY>0MQlJeGjffFxhFLOsc5+bD{7=n+IWsj3Mp6UTAz&{msphybg%SOB3)(-p<$)h0l
zW_An{0;@qKe6Ki&tZk<MrkHW_e$X@h=lgHR=u+DLdzOond&oBT-~~n^b?Ea(u*?cJ
zen}{5`D+Tu-c;!m+&7{jMKH4kWLA(DsQ(pz2Oi%XysG77`4^?3r0>`{AjUcJLRI|x
zZ>W)2cqiBj5uJprFc(;B7QoC%wl{Y>9V9s__c<13_@PsOi(pu0n=s0eSc!0|2D`3K
zvu2p7T47b~WUV?~Ei%tjKGdE$f6alBZb9Za2nHefLKg-)AQ#0IAC1xkVWT5lbDzT9
zAJB97LxA(V>?|Z~b8}4}_>%;J=(Q&|lSS3)$GcS<_#Tl!3R6T*0?%aOD9AxqNIx=7
zqs(k!rk7?ZG_3rx1|ppm@&j1C*wsUPg3Eh}X9@|MkVrGxnC9;K{R=5gCvfagN{+b>
zP;x#nC(z+)hHCH)%};Nf0Xrr*Z%7laTd>^b-0a`gs7yaX5$_Xfq@9%MahsaY4Z8fj
zH>RqpJ#v(nL}-p=c5NKG%jF*i)sRh3AdK&PekzJUSUK%~|AoUU8V~*Kdw{gcY|cPF
zxR45_&&}?drq!`wv$d64un9M>m%WtcZ+5NW-_uV3lY6P5ia-pC1{yHdzHt3#yxy2-
zs*8uZ!tpyL)2aR6T7vt!Fj{JJzw&3>8i$G|YXfBKWPh67n70lGJ+v7U6CN(7D}X10
zFZ)M*DQ*m6J!<8!eN<$J@0JNj7N6a3NhFJt&#r-Ks5BTQ0k8Tipy#7cS~B+U8@tFU
zFUF;J!mkOoFyJ4YW;vyqghj=<P<UbTlVsO`%@CdH1T53YE|+UKsHE2j!Lxt=z^hz$
zcto1TZu>zX;^Pn{WfBL<0x>()W#7WzOD&t`h}(P7^bspX_q$S+-{;rSMeyM)WJsb7
zdDVirh#d}7l(}&7{n+3`UnX*{8>^Leij}b;f)9Nls-2z|e=L1Kw{XT^#&5n@Y@d5|
zq_udU0*RyMo|lU^vUIR<pD+%y-e%$%t3QXe%KzOB2hGJv6DPOT5X$Ikw+4^py_p+b
zNmC&T13wV<vqhl5?Izck5>;%yr>hN>4B*m#rvlS>Kc0=1gq&Mzf~`7`p`K>=Z$!o5
zUT1_W%nvUt_!HOsP0QISzo6?hTlM;rxEs^;_CP;cMuZg%gxO(fZ&a%d#xz~=o|hl-
z?Yek{l`V+Q(_e63Unt!^{E>n?Bh+0BH=cHZ>E7s7P5iIvi`Ft{9Cad}ZpCH!Tj}dX
zoVK!IUOWb?Jo^$vXxZ>_CpSq<8gLtZDPat0qockHxf~~Gl1pu&X<omfSqBu3SO|@?
z4lqiW_l?+E)xWuN=6oPPVGt`fo8Evk<AU-XV!dPr$vLluFR+{BZfvcBRv?8w#4wUC
zG1GaGue`c`t{M)ksHyCRTkd{ei8wyP(QU+yZ`*pGR9qb}JcwtPERHjfJIXL1Q}yZ>
zhfC2**$d3IwM2Uqw0wV>$I|B2{>#RYG*<y$&0*JlIkL#!-uAo#CCK_5(8@^`=>*yB
zF~-xAX>nE=b<T4pWm{|ITdT5)q+otvxX7YN(!;W0GtUF%=uoMZPXiAR(<hT<H;)j}
zB3+J-wC*3-V&l1u0L!=%HUkTdQNffpYDs?hUjR&Q)U&7DiZoAwpCEOzk<`~R_=#sl
zj_b3ze?)g&z+-oHJC@hSuECSH(N&=BS3aabeLk{vFm`O^s@V6W#Kaec$$^Q=w$Glh
zex!m5th6ic@jjf07$orC)ZhbXU8lmexLn?ntdc`|?wf=Q=-eyInhDmi&vF3(s(SFL
z$Y#~e7r4W>>O2Zg@Jns}d_cM16{c~*UTQk?mbYdXTav3u{f)jEh3kZCjsd#W#>T!y
z0#RHqHEuezup2!Eu&5a4$302NO;*igWPkfvqyEvU$Vxe!n44HR_4LAr;)irpdccwD
zR3JG|tm~m(@6yAPkB=aXtZTW*6la1(6VTv#?JpMf#Vtr>qWtq%!B0-#1e2ziYse!`
zVDQ2de8D*0h1$Ko^q1B2Ak8*t4X`4yZXVR-dX_)0emsaT+=Q!PDbBA_uBTkjpa}RK
z##W!ywl43*Pfd0pX%&SEB{~-)`GiKS@i!|U{;Y0l4YukRRDeyyrm-gvY5%hWUwl)6
zqAv9jA&`rRb@(4N&c>a(5j?qyAS={iC(jt=foJ3fD#jN8!px&N(CcrhU*208rrJbI
zOck3rjd^9+4D@<TuUdx3@q}BH*7=RM?m@O}4m&8ElWo9LV6_C9YnG}>^f_T6ISk^?
z0fxk1idwki*OlX9HPKx5&4JvB4qY=%-P4kZIbYei;_?&qEs)fQQa<^T&CUTipH!({
zJE<UYyrBy9;%*W1hb|3AK5`fv=fMpBdka|ue~jY@Jz0LeiVbKWIESCsSTNP-J~}c!
zL8>F#6x~qoh)QMVzje%Kx4f=IKIz_qa(@Y6%skUVwQP06X<>YoL?Di^*k(M5n7L6s
zYH4Y)z28|i@ImuMCZM=jO8>=im%ql2A4$c6%!!MwO~QOKz{X#rGq>lLoqnSyh;+Qj
z(RY>0jlS=nFkKG{SZZxnFpkV$@iEp<97}mJJKY5-Z%NIrRf@+#x<R3fjCt`C4vrdU
zN4d@fb9U*ur0Eo{j(UPM;24$W10mjbZx_)@7n4w%kQhg-<iuV1d?u@HeqaDWBIsIa
z$=YZ6GNd!(tGOwW;_gR*tNt`!Db{%<I>K~<_Q4;2OG%&7VTOr9sP-V`2@p}sC)N<$
z1aNm)P%zP=4tx*emhqn_^A!26e`+$*9T+%0(~oJ#16ki8TL;#=vxKTr_VyN6c>R-I
zKufuhtM?MX2Dse{m;9w_XLoTWoSiBp8(EF+WVuRyNo*@2j<s!`1Ewb{%r5y0?9VUA
zvEHoA4rQ%d<lcbfpYCnb;Pfcd-O2vN8`3n%KJ{8J5zUqAT0nK6898EvtN@HqbhW{V
z@p#EQnZ+1C-cO#f(0v%m>!wHFD>oRxZSj6?^oRPXnERPO@K#T9RhM@54XG8USIz#e
zfn|#5j0(~bNpa)41A?}hrSNxwAdhZoX<?D$A8nQ6OIvxwA9z|_qB-@lnd29})Akhn
zvXblT$xyiVnHqt#pNodyc+E6r=$MGQzOAfLx%qg#A~!Co=po(GB{<?7(DuApMJB$(
zof+!M&A?>%%F)(<?C8w8M7o@y|CiyUSq9`Dp>;%Mzh<jSZ3d(w|ArqfB_37k;6XCg
zu?juZ8{d_-J>%hrWnr6_?t7GZ2T+g|Z=u2F^gb`Q=%qZv*#c1m7t(ePxZEs47v3!9
zl&f3pRz9tP^t*qvId-z#xBPuxFeDR+(~D=^IHpM9?W1-9&SiIo7G?l}S9?6Sm41ba
z2XUQFZutZ}*%dw@ajhrdt=Mc|nt;EK9~ZxN8{8b#8(y8?J-g6Kf7a5<>5#tGA&pnQ
zfBlwyM`GK}r28GZjvfy>R?x?_y_*BbrUM%)J~KlVeYPt4*i#kBA(2ZXcQW?a<~u(s
zk{9i(eX=!9=}aamm#p9>D@PHY$7Fe=O^;;mevE$IZ1OA_Vvn!Dac;lGgizPESvqz%
zTA6OS$<Qk`r}cLu=q*K#KcXLimNK(B4}6eZ#8DGG!9lE=2$>vum-13M+rs}e>I_`o
ze2S6@^o8K`k+=++?aE|>y(hBgfLcnh8XGtYp2lXN2Kdj%f30gaV@o28Pr7-Gmbd<q
zr5a}XxVfv=v%Uv*i28*Hv3fY73?v)i7Gua7wlm>b`SYctooN!kZd<A>RlBGb_4d7#
zlAk<ul}%catDjxDrs~!`$Ja2-h5C((rk-i-Umx=<XADQ#r7yCKqqiQP0|I(jh3>xn
z%09HvU)qd-5soWimiN_PZ*F+)Bd$aJZbg=;@&?CC7mlr_`v&e5lZT5B5i^Sf=)_yo
zH~83=3V|;TQO>@G>#*Km<Vf}@6UrapMHx<$9hhI9yVnOk0#~0hQb7!^X$9{<SL;@}
zhN#sv@l`;~gQ;$&+)N%;ch8bR4lMMJRhy?hp+b*+`>ix;(-+o@@Ap}M*4+E>M97^s
zeVx+Zu0^UrutE3Y>%+geo73b{=WoQ<(<k^0f*g(t*l?)gS=w9q<JBl5fJLs`=0$E)
ziZx{<IpIRD2BSYy$9u1)ZRAy`*9#mXyc*5m(EF-Kvo>ntT8~&I`<1JF+a8I5+0G}2
zL>YVr6%e=#Gj%Lq=S)2N&>w!<<FPNEGjz+8eirTK3o=q-mSQ>7i>tiT`{}{bwIG#p
z(U~wa?MG`OJvoQje5>`0uo5ipP$|oJQn{{W?_G<_o^8#-+90sTuUm`4Oct$g8TroY
zd^&IztuJ@6`?s{<6zE`3O2c)<^U5In8SD~KrVJK93~lAp`Sfv!-|a}G<3L`e{_>2u
zLP0_t=aV&2Pa4#B^ipo);UtI^CW$Hg*HO6P>dpBxanoL%to^HIms*AOS(r9z5sWf>
zY~8ew&48TRgr<lxYxP*r-VY0kz-SAj!fET(84av`?;0Dr7W(y#Gid(R#(FvBIB#Eh
z5(f@$7RK#$5GY(Y-z<)d!dbutb!B^(H_b6{d$0Ml#31KVD#_%pRp$%e(T)-BddAS_
zlG5|9kjzF)9hxxn=IX?ZZ?gq?&Xqc@MRx$j$5)z`GiZrfesoHNkiSU=h&FkcBw?5r
zTGF+D5B%b1)FAy$_vR#jfw?P^hssCP65OVy=;!F+hlvj-B#I0>t~!C=c)sjaETa1+
z=pPza{~&-bsDuE(^$<X9&d6)p^+}Mwg~{f(-qu~c5Z^YTKh&D-Q*g7z%k7Yi=p{=q
zrTi)BzD~G0|EYPW=ER3eRivY{h8zCFlzAP0Ky`v<n>v@Rh(}%p-78c~J+>@GdVlY|
zn@K!k5dcryfz&0Fx1p_@?$PL5N1QcD{&>CSH+64^1nTSeb7<GYo}Ply9f#)tf8o{$
za(p+Vxyb`L6Za=@9r6ry9Davlq*4X+IIB3rfrLZi?mxPsL|jG+-5j?h5!~>aqxO%f
zxvIU(N4Ym@v25N(1|L8)hLe%Tg^HO-!=sy*SzqSph5AP6>>5*5g;nzH|8K0>{y+W=
z3mqOwj;TWusBM*6S&$?|nm9~#B_1YG-MDfmTGRf!-yF;N<o}wW=>BFva(L|bd8gC-
zEmwQH8^em_?<;zEQhaUJ0fLhlx0WJkDxu{p_tiqj@2E+GG!+*vTT@5he~H`jv~^ye
z^%!HT`P724NC>iN3+_1l(PCJ-3N#;oJtJdUUE@?#KP&=x>c~HUsH|6%@d5o@Y%^Ta
zzX0k~@?Csahs`$*eb}K=7}6+1kU}m1ji%>#j&WLV*A-QX*%9RE$Q99LnZl$o3Ogtu
z?+nBnfEHLs@IX`BAyvce^fmYSO}vMhO$%C*Yv0>_Vfx&aU657L(0I10!~}my-JfAP
za-RV%+bza4J7&zw>LW?|uM@go`Tz4AQHj@hqh*zC#=ac2i*`drrlVuw_hw-HBi6|~
zkLV(}USFS-4;vMJRs2N3pk0W20Aww4Xh?t()tqrQn7AyAXYow_@{ZY;k|9#V(>a>m
ziVv(o&(?m(7^IH>oZDMQ{<Akr9I7e^ry5b&ceph^@g<9`BfaK|sL`@axK=uF=Bz&Y
z^~P&-U6teI*SZhXO;~h0-&Jqn?XjrsEYb^T9#$d(_RQO8lJjMAy2EY?WyEON{@z0l
zM;jl8`j<^lxqe}re#)5`x#~Fy4S47UM*bQN{aNp5?7EFAEK9QgNsWG0nE!VtdHoQw
zK;EKiK)ll6A>~Chzv1;#1A9j$SRd#C)%fuvOan7d`>Rz5&rw)3Gh^wL9_rg>_m!1g
zq8TFGaqX#?G~8&Pg)E8K5jh7uLr`9ef==$l6R8v5444vn4j>nqAokUQ1oBj=jULzt
zTs9ea3}TP7$w0U$E|}2QIp5zO(0$^!azq-Q0})>+Qg_T%nt){bXsSZ3jQB1bE0{e$
zVe*eA`AfJlUCzb#YH*gqZA+52LUCQ_vkOl}eXcUHct!S+!{AkvLEu%N;Sef+OwAH>
z#KaXh8P-R~(xNU__g@Sq@JMz)1>ESC<>)Dc%FVGq@K_B~6Pi7>-y}<Rafd%{DvWH?
z{_+Yf-FjA|c|0@NG~pdc4~r%d#qtFdY?E0lw!-=UHfH*bZq#`=CW^|&vwh@zo2;ds
z6{GQ<nI6^Q3MR;(74FrDl+5li@sc9{*(WY-8o#i6_e5N0i0j`$@8zmr7~yfW;$Ig(
z5AZeYPX?e-dw-qGp7VyYyY2A_UkeoqWW*Pw)L_p63{Z$}qfVOlfN=R-CuS^YE*NlE
zi~9m2>GCn^2in@98H92F5MWzp7FO0WQRU+o_&{-_gm%@R{<C@G^Flmo2>m}E01!tl
zxYejLdMb<Zl6v<4qD~pUIB17DJosTwE%C(NtB(d9-;H~j+8rdNS6Wn#*`X!u+`p2(
zDC%P>-^(~Z(?64q|Id-sy!j=S8PY4z0%uVpall7CwJXq}DR*r??i86ML%eD|5&X^s
zFAPh_5z8m4T>wmGY0zxR(rSalK;==Cj!@cV)0dgoqx8mmZ_@nQuwquA(@xZ5XN#Yx
zH;?p~+DwWQp?jbuHh&aUqj~5=6rnKCEtQ-hFm9>XGG%EAvVdPf`GuIBx<<<wvM+NH
zOU1AgX`*N|zztctF=?h=;+E<Qu27Wj;Gav>;D69hMU!swth8I-dXP}m$VWhY>ACf>
zBs8f`s)nRAiG^RM^aFXfDfDDD=axV}vcT!wvx$?>91ibib2IO+)IL_F8Je)B;in}P
z<T^J>M0)qipjaR(KTIsj*VpP2>|%SWgzup5w@Sf(QN%`%L}G204kJq)y`K1tttDGG
z*3o4}3Wf?6KWTes+)cyi*|W+8XQGTyShF<`7a5>&UH=p;OI>$0T|5TNKVCT=64{V6
zapI~ie&%bBZD97vcu%(b*!9+8DLWRTub!l<w37!u0k*;g@%rIpU_oCQwB&W|sEaje
z%%Z>IUJ#A7l>VD1R3eCuP<~dLgl*Pc0s^>i<ElOB>g(UzB%b|QQSaz)FJz=;`u$Xp
zk;clX5IzX3M#b-?I4?47irxMty;*s}3!a<%=}DLSF{or0_;K+k_*1i_4@-oy=zJHJ
zxA$jXVLO+p0JE3CV;=Wo?c$@}H_kkd9!`OWpB!kpBy7CnuJzCE*{ruv$kT?f6$F7x
zbo4gvQNVI6Q|1I1nkN*&t7z%+N9DTI`k&r<M>DmVNfXd7w&ZwHXUfe>V#ht*C|*-2
z5QB)S`Q8-AJL@X7QZ|xF=a?>4@y1?gO`sqk-y>hM;&~1$fZ^L4fINWCiL8XD?j(|4
zZYkdzmvL2n%G1>~-<jC5^jGv(X4Q>mdV4T{z(_+I1HLP)!EXAuOopwja6OQ?$zI9W
z$felC@}M$R=3mmtbl{*MMW=FZ4PleTGi*%NpJ2Ai)J-roqsG{y-=%CEaraDcTC~bG
zIb@OJuw8ylrZLT2_E#$h`#ZExhQEv8f)UnxGp~QrwbQ65>E*l)KCu9AqB<a9*%CPY
z?Qv>Ew+9ye!*h=wT`{OjVgt*<oz;WUP28V_1>)#$S~p6g?VqT76d`rsg$WqvZj8ft
z`$T)ch^g13@r6jWdsL~I<dhDu%RTPBg_G!Y7Ix?dEy?7M#cF;&4f|TZ7-FD=U#Rt5
z?mOvsQ|Q34;YMFR<_EHN!C8<~O@uEjbrjZX>K;v`XB|Mu(aD*}Q6S+B5sYQ|PpaHe
z6v9S_r5Yw;1Ao}Wl6#j9G%q}IlLEXPjFXkN5lAxq_d{FqeY)>x??8K_$tL@jVJD`5
z58>ahRR-3PDc{+JYf&a!g{WjjA>kwbbrET4%r0I(#%GpbGA;-_KK3U&6NWLyk@gs5
zIE4o{p7}#+!z`$*s@jE%TOd+36U8l-2(LNe#Pd>}0CQ#ZfzW89F_>a{K^Y~-$Lm%<
z#Ed`rU2^8*>313zLwZFfT4&E<D74VErJ-2t)xH15-g^f{9d+5FEkQ&<1j(sYl7fIF
zK~f7!7F$qqXp|%%IZJ2+$r%I$BngPb7Rj;6NX}WHp(RM{CN^~N{`}s&nK$25y}EPn
zn|bxB-XC2+6*O>u=j^lg-fOMRl~Ub2!~K&l#;vS_w~p?x>E@l5n2#OFK`l>xd@~F0
z$}`%uEM@&b8Cw3fm5H3`=o2ho(w6*Ov8-q7ZJn<;3wZIaLw}O}3v#2oN-UJu`2)HX
z-iBazxIk#&fF@0g%SMV`s?}9!PlklT6&s!M{R-^wH`Zp|3Et~}k<CW+BI!O&nc{nL
z*f$8~8RB}D#LCmym57`-jY|a;X#D7W&tNAeF<<I1d?y+&hton!caE@|`Lyyw?{Cdd
z_w3!JF1LBduE9o4ajoM8O;Ipa#ijG+F9okxvW#|?3FK$^E>2<p5&5E^PRQG9gg0xr
zQqkvo;1F0%QOAB{25r&FG{RwJ`C5tKqS2D(w>uxM8dLM$G&7+Hx{8wFX*i~1Ab8^B
zRybIYGyaxe9!C_`s<<T&wt3Dms{C?p*ACRjb)Hb+X7UyraWBi7wd|7DnxB`K75X{H
zxs?>0-;Gh&P928>U0osFdPAq`OOjodA;Lq)l}dY$MTG*j4CR}s1O`jyyhe|IyT;Rx
z1?L%%tw|M0722-v7X2KT6`c<`scypca`=e0k7*V8JiSByW1LX6EX!FcL$MPJ6-?*-
zB;iJeKm>LySMBA_e}c0UOzcOE+hQ8!bw$_>5;bdv=`fUhmXI!umqEEX8n_2|3LjWU
zor}XV<Gv-9Z--ZWwxjS3Q@Hk8kZ;h@O~xbZm$2M16-IjAd%1BkZF+jFdOB^Ot01Oq
z39-V<ft|E<`kpS!7txh6YnistWf+a0S4*{qhuLu;T#+<&9!ko@%lpi4Xwz8xJr1os
zJ}AnNDJ00(zQG&(64*fiSMwzt2RiWGswjJ7dy&dUmk4;zWI$4zU41F)ibc-K@ZJ=@
zcQuFBj$0hFUbv$DRulrAD*siRb)o&vEmVTvy)8P+5LhJSI?@sr(@HT_ab0=b8v8V{
z{-a14%V1)%JoOEVABebmn${SHCmA&YnjSX0@Ph~bS_7_Qy)O^tg{7sg*g4D<!(P->
z?XPVHqB_f8&&a;DpFTY~n60O&D)>4ko|y0`q&iq`z4a|F2X91R!&%deYL)Rfl&W4`
z5SEOb{kC&}*vsFjSYM2bdTW6Gl7^QfcuezOGxnh~RJE*=W_B|X37EHtqH1-884yGO
z2pE9t)UO9{>S{$kceqsnb5*r<eUt0rlMper<BQPTZQX-GDbcs(S``E5Hr4eTa=oI~
z@7fOfh{fgu`#P}bBikQHHqt#@8rnIQ59=L~;yCq8$<Bd|U(Ugkw}i~shBs+25UT*{
zh@S(`(LI@vSHN&|G@2URYuWuN4to-{1(Vj5EKQ-h5z!yt(aM6`z%vpaL%~0P`g37+
zyaQP?I9#3C&6PMh#*_i##;$n2gj}iO%BQ{cQhx?O9rM60=ej&(70hHP8ZNoZeR8GG
z7H`VXKS1t0$G*^ab6|H~%L3#+qPg3n8EPsUWAiz+mME=g8}@bmEYMZA-2ZM#KQv|F
zMUDLdG<AAHyBg5^8f?@N7_awC>jMbKBc9sOte3B+w77IIVkJJ=frEjSymz0APBG<J
zx)=BcpNSs$B>+XohfiGc98$iGju!WoLmxgH;y&y+OT1|Aaux6ck;0t;-wMNP0vhj}
zKcJK=bR>0z(Cs{}biHE9vJ=I_t~WEBUk5I{@94L8oz}RY+E~ha{C%%Zu?%=V?wiy1
z=bfVo+OCogu6_zNF}DZFcSDUe?ltsL{K!cO%raQne-D4<JkPM*_4cj(x%g}SXn99r
zG|admlALU?l%irSXw5|yoj8qrO)zjSTk?S!R%3QPa~b=|y{}5B9ZjR<xb(43rW3Wn
zsXNR=Ws)uN^bhDABJ8+Q@?awz5tah6t=aojvG7(BX*QDm2jsBKF^jWBL85kZo1*cL
zo<+$~yjPd+5V3lZyaup=Srmj0PfsYvJ<dpC=D3jO*|)E&O<0SuaXm}l<GRJ+O`o%v
zE)lij1h<6D+h|2vrFCTcH8I;=&3~np<Ypr5nw;Hy__UfB1-IkKd>`g~rPn_0q4)sY
zN+;k)oUL=8_S>V|qeaRu^z;yBkU_$>)L@mVxr5rhRG8fJntVGC$0b6`vQzlpZlDaj
zU0ME)-xq@Zc(dV+TfN2;x?-Z1uJ$|MMJH9qa(d^H`hgri`rB<J5au*wzk;;vns3<d
zz)M(}=e?{x{B-GF!*0}uq6FavX1NDR30<MPmP{UYST2%aqva4vaW}}d-XftNI!OJC
zlOAP_`#6diJT?JWV8hg&OZG3aRv2e!h)RtE)xn0dIy@6;T#*asNxRVrw6mjW`A^{0
zbLKL{$?Gy#c-_9?zv6Vue4aPCf_?=eOmK*f884pa)zf#^tE_(tXhqE5YHjMY1jhz)
z;0{j|aoeaYWkca3YI&tstPvH}BS-IUo$%kpPswauwp5_rHdT$s%MiS01Wf!y$?V6f
zvT}dUw|w4MtdOrE|M|(FA$kCFT)1ngBb1Zs@(09f%Vy0NR37r-%)?lcc;DMBeiC4y
zf@{4yk>PKxhci)rv+_EtYPywtO=qbtVrc(~oAV1$%+0&%?LwbsRsoB3qGh-7;%US&
zzNlr=lg-?B-ThFmp-(Z$3*<rtvM>N77aic)E6+8O&2cT>%(HIT-}k>W9~#n>{4^CI
ztMC!x*5KmwKxD#BM2LltzHwipxgZ~_+(y19Ap<FNOdFwA#lBC$BS#N#19V+%QAH-#
zl}#&7-aq$RFfu-G`W@i$Rs`t!QB_BSulkE&dc)onMY$K+O@Djx%KGKTUCTiMI~l$M
z2cVYj6pi18%pK~6jd-W|`q|Q~`KhcsZ_G9VR_w$Wq^)QqjM`tR+^1=kOeF1OLClsZ
z7|OZUmts0_Gcx_+Xb?Z^CplX#(g-dM1C(HJ`KSPsw#F0vnHSL(iK@nT7{lW9PSq|1
zZMufEOC3(Q6h`W<uWKxA>=^pIay{eSY!vyhM#aQTC_{V(8h5xw{B<0<-JBBFGt(+n
zAJrp7RCLfXDgI%YSMMDgb|QbnO5dzE=&3A&!^xf*Oe1U*HsnX)RVL17$Ed1Sbv=r3
z3wyc~i5+R1|1dp@dkep2Bm@@Re)8PyyXdP|Px`~T9*I)rDL5pIA#MJE;@JTzz9q^`
z|Gs;WQ~CTDoVosBGC%|2%@Ld*kyfL}Kx%>Z<6x18^4ZaCT9kL>YOC$Gfdy+iGbFyo
zmEx`a!8mtkSG$5`M3m>(c4`NU_Eow+AZ-y<%V%_Eg&*NwNOnbje^snNw=)|Ix6myv
zWWJO@rg|xgHR0v07zURTg@dOWyh#rGqM=}5tbp<A>R(aN*VNP>?QvNaOIF`649^Ml
zOj6}tVoe<TF!RaZm>5M873ku!fdaTPYQNKcc--*JAa(50iqm6jCw_x|4}nj|Lu~%v
zK3Jit9Tt<jk7T07I(uqwg*<Cbh;rOHwlh0(I2Fn%TD~B;DABom381Ky3Vr0y7<f`E
zQKl;dxKA@^ok9smHi%b<KA=gJe4>Tx0|+}&^J=jK2m5UBx3LV3%h6wLGTg?#Uz&Wl
zN0zmGe^rLUG7(nBbT}7!TQz?zN9q`2i6R8N#ofmH%M}jn6`b1fRTN7GQj#XX44xwl
z{&4KoD%-D5igRI^X7Z(3wSPb_Zz+t?pqvt~{PGl#!c$_T(RCptNt`hdCp2546r5xX
zcF+CpU2nh5>UO<U6)K1hmXUe$?u@o5Z~$Blj%_xB+d)D%zNPQ+`9(MF|1=J>xjXp%
zzJE6_#*!|(Mf?#Ui3Oj;VX{#5b(p~!e&#`M_JA(kPjOrHT_M<K4!^~G-Y6KV=E!P0
zR^saDHjIX;m|z^oM#D_JXDNj(OT)v{Ewy!zPQSDY5vxezI7mkhjZ}R2vVGWLm-&rI
z3oWUe^Q`Ibd<)6<EXb>5_`W^7!2pq`3PZkW3i8OOihc4ZHkJ<;eJEUYT(Pinx+8|o
z?2!##^qEv!ai9i!eE<2Qj^!yGZ-GvgHPFV-j>~R7MdhcC<@4#5t5^k?TldVxy;L@Q
za`m$PbM5;l8k^^Qhi{4iyDqBdShb!e7?T<syL0HR)YVmG#pidi&G&jB^L**O-@*38
z281jQhN%P2`K4xIs`msAyI&?nBa(=)jCI|6fNF{3Bk7^VZO{etXmcCen3H4Q)CHbB
zAD*ymgLj6$O+&4AUQM;pV|-`-m_2j6@-KuyG6}&u-Zunel6*jy0sZ0ooKDygb2ZRz
z#sd9ny@S);Sj@<3S~rBuE`zS~1&bE#T*k@7h?ZBD@+(M&>SK$7B)yOBA;AxO*X#bN
ziq`Umn=D1${b>ob?r3DBK0dk<C$E(k*4AI3YktsDa}>QWNn|J1$ioZlkf38n=_ivG
z85<_`HQ#k;N_MOJHXxUwl(zuqvNH}6_5PRNu0U4X)p~bIB(Ij;DLb|DY+TTKZ*4K<
zr>eT4I>DhAxdPPO>|o~raquATB~ZO*gm<!##*s%ra<``33Am^WEflK0zpWWnQnT$z
zvR%UwMx?rICaWH-9iB3M@U`BUNo#6dr2C1$X%M7<GM)nz{|5yA17b3+ozb63DDVE%
zC$Bw*w&-`=R8<MQ_8;E;XaKmmq|xAz9J(4VxgPwDNhuSwo3P~v&2KkipE+6aNmo*2
z6~tJ6!pJ|dA&Zr9S1xe|R%TMhJz9dshEJ!<!dmlw;30CGsbL$*-t1_Nf`^g>r!)3s
zoE@tNQtMP*xW2sZ?|%0w=Tlq?ZW+(HIsNu8n}W{FUc8sKBB_q0!rCIY+Eu(aSe@;V
zi*Ch?B^qKSIv;L?y<c2v&kmXv5!vHS*}s@)L$UTT3#BDnPxZ~>66dRiV`4PYPPYww
ziIU=2HZ+WC&DDJPYV73~g_L^cW*&b)5{FND2CJTUy?n%oVPdqC`#S&hd^ym()@)?)
zwEo=<Y3*APdRl2C1JyJeiXRahHXVi}A%FK^w2noBPiYsKMobx#u256?NYYc#3(MYG
z%D`cNDV!0IjZlz=V3;z2#yBW_mguuk4qq`9cklJ;*BtoDbh0EFRAP_NK^X}ko8|@}
zF%iKMvCH$!tml9XW8}AKgIuBZ<Wq<5@Zx=+WGGj37;PslfBDeug2l|b#(6U-wS5Y4
z6-lkTR}maErFSURPk5pT^hAU|6sQ_NcPUqkbxzyA3~=YLZrANpmZ(Ga_YQG0+qOIH
z7(^GCigbP62inbYMWl$Y>r}Uw<1Dd#J%Qr&Pb*MfCa054kD9=t)~fW5AO5j@wj!3f
z^b5{cO3Q?(ytOX(p|x5`a7akT@%vyLHC2K^xovXei|wa}`o;n^!$=06_@1?oo=`dw
zJ4HJc0RgW2UgiOf;EJ5f)mji5f;46(tZYpqO><(`F)QDqt&dZabIqskP4Y1!2%!Au
zXA20~qDC%0{;9z?oF~5VrL9sK&NUvWw*#-tX>;Zzu#Gh<1)#szre&ZP-dD!yeSDm{
zLh}B*_mWw4U08}oz|?_1Nq_4dA?TC5qI{?5hgCI|uqP?_M}G-M0o`n#l*hdTLWSP&
z?a2y>p%M}H_?m*>nqKiji@f`DPWcPP>yWBCpi6nlU%duvny4_G=E`Age~n+drTINq
zU$%6<;J0Ck;D!s4hy~;oAbW?PY40mMe}oOpz}8dr3J<zGN#DV0>P-^$TW`Z>{gkjX
z?IRbr-g5l_Ku2_%X0TS6=c2RQVZ2Oa2cdnmb?nwg&;|Vqt_SOt_-lb<#?}K$c6laS
zmBnqT^XET#{NBlR;m*HSl)Z4NPj`QC(D&MhjmZ?xQ&9YfcGs?dT)(Nx!K`8?!yzDk
z;twbiQWM?|3%`F|eg24j?{n^%m$6l}JCDrH@cUlY<DYHkWIl*qx~LpRd3U_B|3htK
z(#4GRwa|*JB9n^=k2s|J80{Z;zX}8l$eS*Na-&yZvqI?XI+qZb7WnGIFK377l<bEs
zCxyt5tnteI3fo5xDCeCT%qc2@y)dJ;W|d#Jyx8<BO;C(@JL``~=!0LC6v17tI+yEB
zZ@Go6Cr(ARZTx&BGv59Dgz<V46xzPE?3jT3KGOy;lXPKMr+Z&qUb;DL<W$3K$`xBj
z-^S``_)h*;aCZbM>MS1M$)TF?<)R&}iq)|NwcmWpL?S454r`n5s&7&om}ZN=@RT~Y
z{;Nps2}MKbmVHdRYNG?b*z2$sg&u}IAEB@azIr)9iGu9Xt!8`HGgV|=YRkyDyVLc2
zlRK#fYK!`sip7i4Tc^jiXtf<{?5P?~WwjJ=3H9l4uEN2)0-s4!@i{uZ`k@9_|0!l5
zgT4&yr$)?Y(kgfARfX$}@4afSu78Fdx)RCbsc`vw(j~>*8T3dud{$yrI_#KwKafq_
zCsW<aCXPArW=p7hLIr1u#=D+h7AE-MX0nMD>0Q1RZwGCG4if*jLzBCAcPlz1u8JGe
z*J1fv2KBFo@!^d<8En_msp!`mxFBCwF-f1Ed)c4Esx-bJPQlIDV%Uw4K=5y9xzB`Q
z?YQtY26peu!)kJt(B|FE5^BX1Tqj;PaN;zF<CvA8u+o*(+adcVbX9HDq#>v+;~Dj3
zMh2dzZAm{9Sg2HpDM&jy?k%$Q)6N<F-J4`u<;E|mb+$V64-M%~^h)>l-ywkp#d}3=
za}!+VDrLV<j!B($5^FG1Wu5D2sFRI_FAeGfaWKe1@C9ZT8mPOTmbm=UQeyZ9OfO$)
z?61$jR;!(vFW=UVJNVoF&KVrFeMeE)r)RGGSX=-4)hx$b2^ixB$}bkabRr;~NdY_#
zoOdw5DONop6MM}%Jq|?Pz@G!VN}7jJD~kFXPRKtfBFF^U%LaT(?(?+~xm728=hDrD
z^em>}STx&@kw@9`X*#P8O9kcdHsaOns}J}M`a%k}WIRmz>Pp8TW?4y!WmtiDg6PWr
z)vXLdMqxqZ7vmAP7f;`R3%!y6dh=-&c?oC%mR@Q$0}w+8Y$5GZ$@xcQwuYf#WzC|;
zLS)-nj1SNq022K$QDPx{6Ntb4q2Yf(yg;S$pDPBr?W1|B*P}`*2s39naaa+%OdG=(
z1*5e?oq~NQBe|_?LZhSQsSt?)P75D3o*)5!J^)WoZ$QCBYtkqg+8p*f!78G_;D+BW
zKk_pCp8)~WG2KoYUew<l=Zn<^bK>^;JhZqJ=T|6{x7e0e)}eRrT$789&gymLEJ1NE
z>G{{bxA;}cKT~v;le=c>nDI(Xa&vN^@KWDg-yv^Wz^l~kqAg)STmg*#GB~WmKl-_3
zM)1J?szXJx7&XV(l6-sb01Q6KE3h%XK-WMZ=d7G=LhoNUC8*=fUnc7yFFRNNHhr}I
zBf4%VOts^p#l^K(xu0rxl7!~_#GV!D9X6SP(|rmPU%A$^2I$KVGc;*=l}%^O?*x=%
zGP})Lu+E*kSDs-~j-;nu=i2G^K3?ZgV=q<Ro-$Hzry$qHB6{dTf%Ca)CvUszAS^Y>
zd|>?Sl!nUe8~<+;%yU?{+u!~PSLj#`_vOiHRZ6YL??yu=SyYAMdzzfD1_Ds9nja}!
zI2?X8`U-r&Vf$-}+SDy^Ad!dz#xQ=8O_MAY@<)yw$;)!zSU&*jb_0dO)h&h2js43w
z`V&zAilIK6Q;zQ|4xvV9mK-X1UKZ7-ztIUVp-p}O-WSZV$B%Sm->Addh91G0j2~l^
z%H|f9dO1JI@^v}fDz&Vq4cUiX^1laEhXQ>d4;w=Ca4Dt8h%XVP#JEM;mM?0yubw2)
z6{P`WJ6PVcPTJ->&Q8&cI=5e_T+q`~1%X^ZT$H}Ee?X-|s^LR9wjDyU$yugz1z8QR
z%8LS!`lQDnbX0tc765I`!@sX<KTS>Mm1kIV%ftlk?zO)N&_Ef)5o~a=c{s}zwP?=)
zF5S7k-J^v>Ck87Ui65c2+Gvvxzx{^Y4V;HiDBkxs!HR^qqvTYks)ep7hfSJ2B3JVo
ze~_eG)olMrZSCvLNLG28L#*0A1LS6IvY33f;SzIWc={Qf0UKzoS#B!ALH<C<Nc)b7
zUSqZK#LS)mF~-A>3yR*0h8JsdGB@6pmL9gYh|=t_j8DB`rEx2#1L*?vdjv2uM9Ol=
zJ^@b93uONT`X}sr`#&5%gQED(QG}wmk!TZPBy5FdL$cpxgpRY(t;y*mX*2DhwRdkQ
zwXn!uaHwce#iKZ=N5BA-V^*+QF|z?&06_ia8SeQi(Xt18O*mO2YPG%Wb2SV7(*ubC
z&M?&jqfttFl-0)iZ`kMKL&HX~B578wbZ>~$%1(c)=oNNchRBC3;tX;%d1llq;yaHj
zS`Zbi5DS-F62|P6WAHtVMPbg~D)2mWjf<=IlSYyKDDFX!wZf$vM~L5Ut@nvvAXY=7
zXw&@eR<?$Cb*z<G#M~Oy&S_$9$K3@ty|ml}GA}~GHAX~UvSq%iBh<zp9_cS+BHpR|
zh0WY!VWQEirTGXJxdkR`RrHZVLqm7=CGoQsGvj<L^X@X&RRrTdm3(4}$kuD?k&&@@
zc$)nwgA_<m!ixlsnlm&nKtd1|#ykyt6K&1Ut1<nK1BqMW7f!yitO)Fiu3DR1LD1k*
zS4A5c4mb*8;LF4kO3%r@uYHHgC0gf)ig3zReM`-Z{HV5mJ?1n6gEO}#|M)p5m^8jj
z*~(E?=|JME%RadqVrvyR<5~}=HvE1K826x@zts9DlXRJnb|dP|5dive{2JB8U(}<u
zJ(%|%{<<y1&U5SA$d!hw37)TKr|rmZ@LoE4_4w6GI|PY0&_Smnqr!!)%7wF_92-wW
zYb!0O2T9Y)XwSUF)9UN5g_uvknws5Kf0^LnV__Q9c5tOC!B>|~iXlHZpT&Fl52&J7
zA1t=&-(O}X>p=GuUsK+~S9-?VJW{cZ6*@UVwl?C9`O2qPXj9YeI6+6V3%_{bZFAu(
zu-Y1|+O8x1o;l%l*hu%%6`#*o#dP|2pHpi2)>^d$o#ln{gsZc!uCm6E$$a;Jd}sQp
zA6RQu5gO66mQ)mGkYu;eXvVS(Po&zB!;-fdEK_-mP|TXQI{>@DG_y&~Q=>q9aJcF=
zFN<zWY2s*XQSQjJIUjZ-xS7LF_%!NxL0FJg)$r%j#GG7RH;o-&BqE|M01B{NeixW!
z3L!6Si{AQVvovh-@o<;-<|t9A0^I?rJO%C)mZx9kCC?=(R*EJIOsq}M^9GAZ<ZK9o
z>nWoj77g_KwkHT9!F@9OlKEjp!C@ErT{Q3D2OODZM3+m>z`B8B;5zP<(${IN)Hqqb
z1X$1LPy6wFm0AH->)P0F_>Y{<7ESO_jZV50xRnC?z(4x6>7EZ>g-txMLu3`Ygm}=4
z#Z%UgWazdIg`AL&OG3jkj)eTB_Bj?8F4*2p4<29Av*@-oO)?6))6&QJOYjf|&Y4A?
zq>K<EfjWHsKdx7Ur_5iNbW>#A>a>u9Scx6xfV-YFUiU-3P8H-+%<Frvc|9FkFgw~_
zI1OgYtB<t#%Lr%`Pv{SP?+VLV#ytB2x?;WsrzJpEOAQATUwiLz;@IZ6<|(g2U$!s>
zmI=*3tl%MvcX6Va^HU9MN(Tq=>2XDDwXSdCLPhsO>8n?2e^zpOaH6G-yd(V|<oh5W
zA~C%Y<*A3-lPj+UBEOUK#BkF8;Q7jv;G%Y`)h$JRwCj$_B7fjST>I3}_jKKII$PPq
zxoz7<<PZ-Aabko+QvpCY!tv|2=D}<BF6C*0s<foV{ml)%tsaR_@A~xLkhur}+S*R|
zHNuru;sYsXn(Y(Wl(Oh1e~Em@{V>xt^*vTHxhTM;vkre1Ajditxq6~Fys+l)yQ)?B
zRhlCuIyC5c{H|u^55L_tPeB2+*D3&DaAYPsfP-qjp<`O!V~dC<TP(+j-0qcoIK)zq
zmo2&((#6*EIQwEP)9{_&NYuF9m%s^vF0n|F-e2fjhPIY*_=~A)^xQcwZ;iO@&nk}V
z-`p~dlLhjOuH_goGXaXt=}A+(hZVYXN+&oyM=fT&P|Rof<akR<Z0%!m&^@Y2_!XoD
zJd&HYG3s#jF%}1V!Ya%lYieG9q^CUgMa}D#+9}<ws#c*ufFQ#{6@P4nvt1FD?xe5Q
z060ue)w<XM^}>(Z;;pM~sXy2r+^}S{U}ktf|Ga5`)ZgrRgv1kh`xl+{6Rimv4GP@l
z#wX@>!d{B~#NeYWIdvSEY0$lECS#Gfi0<Kf5>@%F_L;#0@>3(W<B_*`8zc|J7B+Vs
z4Gn7*+B6r%W(DKmPsapUM3x<b?QG_Y=sz#~Ac%Feu3j8}dxV&g#Z(z~E<8{+otY$>
zbe_+Krzxl23MuT{E8W|v@v@Tw<k(jMa`XS?Rt6^`0U;FU@}dv=5f1L)vHh}WHo9R|
z|0cIzB&*0Vr`Y3I&5bYUxGycICt}3BX6aQZxgC<G`FROnU8IML<8J6csB|hS`C8=1
zm29cA%K<yLdF0XS&hvgKcuzc-G{(NWA5IYU`)Xtlwqj1ZU0-v6u8WdL{}?eEMw>8r
z)y*{ynt_WxxkJp8q-5yKQz`9@sWLKqycSTaZs`VJ)D_xJ;grXW7Tzg1{oO#=eJ(b9
zZ*EE8US9YIv^R6v&T3Xl^+BWk$yrVl)7l>pv!XCg8YsYqR`{!}HqD|vRq;|4D;tYi
z@u@Ns#eJySd-+KZnQ$Xi@8NH>FG`L};vsCt4=+wd&FwcQ<k#(GS};|u0EJwhlLTC1
zN%a1;-{Zdl7nXrV8}vqRW71&~6*L*k)XACs0VbtcvOJT1tk<mCI~`IO(gvMZ{5|Kp
zdp3&&hqYdw0u02o#|c73%Ad___B|FZ@`Q1w^ZUDpKBjqie)S77zYWC7c>yL%xIoNo
z24i?My{lf9_=I7-7VUL!=nH*1(-AQlh`+%guElNm={D^1cA9i=$)P3(&mw03{g$<l
z-2gp7Ggf-dF|DFv<JSm*(V*QM<AdmgT+3H=;AoQgqTc3TEXg4MgZkJrv2rJ@c^TkN
z6nNx>yp07Cr)K*RaM*D%v#U!KY$xre7mL+1qr}PEZ^)GNZdgj;FQ5@*INMdV(0%`#
ztJ_MxMKBSzx8nEKtW>uuic)xv*_h6hu)qibB34=jnc*BhQ`>rLLW4N2b)%-~nV*dR
zV^<;yt>6`xvS}gq!T#BKi>)OZhX|{ZXLcYWQhGDat847$hoqXI1DH{w);C-ors{bm
zdrElpQDk|<FgD;K)r@HSG1bLZ7hEs?4bYF_&QeHwx3`M5Y3+Zk^=6@L)pBetD^MTs
z)a?_<0~$yhh4DK&c(ujhTbZ3=a}_RDsie`bKz-G%DNwmJ4+jIPV7QuZSyJ#A*-3Am
zN8$I`-Nk#_+#c6mEm?4#yj6Vkc3{g;);YuTL30{`yj5Pi>*Fk*Q;}{?y1CHPS!&36
zW|T0FHHh+DX2(T8!@?q+GESdQu1P?Jye$Fh0NK|IdTJmL6&W&jB&hYTDpwjc64ET+
zw>EGwlOkEPU;>c^fJ0>56z);}Z)PxktC;a-qg2WKZxYY+^lghsue<k8rCBeRC~ke0
zMp44mE=9B7eN9#p^jA4%zZ@ZGeD6yORHA+7dWyfkh||9Ma?64vi8`*VsoeeX_m2xp
zTg)d1h!;sORM}2=*$1#KIT4<87q@G<8S0teE)K;GdP#`2#jT-VUcVj^^MFbQm@qhw
zq%Q*cRd(rsr-nSgjn^x!EY+@5-h(-5whe^*OyaxtiIU7LmFq`O1y`S#UwjtFLM=Gc
zGT)N+GiNifonQpOb|2VEe3U0%7=Z0%)eA-Mbgk}AoLM~vQOP$j0Vd5iU!Ta<_3qO`
zi-#DQGmJ9M=Jj8&1@nucD#;aJY67b4e@aaANvy!_3J9?vfU^uUn2=~rVg~A?8<cu}
zi%!TvLO5hd!Zc8tE-D))SuA&O(6{{JbZy&ul-Lif_rI^G=i9<9zp7e)YlvIB(Ed8h
zl>B!JKav{qA9B@G#EuDuY8Bjmg5|G4<DNgwG|=*SS*3x_s-*U^;}w$-z=G;u1)jL}
z`1|X_RIj<kzF2ntom22j{$=_rtWKWE1wmKu=B%CS!>FU5_#VJ%l9R~!Z-Zx|K>uI)
z90Lc;$$kv@{sF!D13EIEnP57E!~hIX>t;Y113wpb`2BDH%b(Hz95eg@^t#XWc11}C
z8*E^RWw}(c(|ceZ`-7P5Chy`lnO`0X+a-FJ$-cI6g5-3^wEJo-WyaoH{Yq+DJUxCO
z2MCyNopyc0^&dX`mT6uGQVTp8s~NYjc%|F)oeH$^uC3yG)NMCsmm*dArl^|Zz&F5(
zs{%@%XBYmLUrYd+E=56NAlLkbb2ou)>bTbW&8Wyxcb+;)AXzY&Cd_In<TTwhTQljZ
zxOAtk9)Ip4V)Edyti#6?aOnEo7zeR-I<Ctpov>U3146qf)gr9KLrk>@w=jpccrD#x
z#@?fP_%i)Xg2S%!Z12O6PH@#;(1f^}YiUb2A)hDbzH((w53eSn97rdj#JoSCO^qfX
zcqG8F{g9PpU_Jx<oWTjuM*ad5+*&JY**|<$4K7J(0cZ^5BEyI5Y&CDDec1YjjD$2y
zoSGXq%fCb5N$S7)VnZxP*K=SWA(d%6cr1Knzsmv1jGK6xtTdk5uP$Gd&Q@WanD+Vr
z?REByZ0?PFjI98;XzBphPhX^HIFLC=oC%k(pZzJ0Fb^r%1M<p>V&_c&OSolY{?D0|
z|CJwSJY%&QF6Sp{03+MBx6|mbe(1u<$UD}+m0%fJb!yqvFvm^zIUl4D8eomr@uwkv
z4!q%SKJ6Jz%f4+gI-n|v=EQ!q3{uUv?-?fx_wx477f$~10Fj0K4=Y-CC-3P8(?u1p
z*8MJ$FP2K8*M=!SJnpLhhhN84{)?iR-_r|wf%r#!u|PqDyyx$vwnsFSIzd#UdbvuV
zkOT(|C=e*&R6mdb;*#J#iKGMoT%qHT6IGlokOjl3SvpB_gT|plJEwLI>vxgXQ7S5i
zr+2LTZVxLbU2ry?iH{xlJsvJ;e@Ah7!giA&(TyAQ;+dTWsOOG>wtjCNn1~*Vxd1D%
zUy<<N5?>I>Bn8sc5;u;1)q(B`Y_n>c#h^AA^U+4V>-D(2{Z*8khAM&v(9y>E0CfJQ
zWx{2E1s+kcWn}H!ttmE^b0-cRQ%bA<LTE-)XVHihLFD<2l!mOJvzdTkFLDaZQppE+
zW5E6R@86&t@?8wlcgC56rT-2)zXbC@{`jB#$$UJ|bwW-8yi2tYzIihMXo~Y3#YGV|
zfaU}$kHk5-zgxWkrC63fbt};M+8E9E%c6v8;AaMrwc?E`L!pqLibM7~w98PwT?4h{
z?lyle)w)nP3oP}z0<i42LI3i)5P#PdJ?PT#J2~orF5X-;qyuu%-x8tXQY<O^2HVjd
z_IT#XuP*q09pEa7OUKIvPI8N4r)v-nfgDX!{Edz2)7JH2>V#UiXKMJ76j0ApTN|3Z
z&;^e9yLli)YH9fC0UhZ9Oy$v?&l$-jNV-D^=aBrvL2LF8cGeRH+5-D;1)N}6h(kHL
z+4xSaRq#BOdgBLj=16DHz_wGtY|TJj%_0n9k)1$MM@)jh&P-3Dz?gNU$xyD>setwE
z9+GdvYLFNG`6_VNSDeELe5($f0VQ_RQE3d!qT#O$b1et%`py>B>$LsWQvCHHMSVyy
zRj9)@GGFxzLoNF=gY|W91E>CJI}fwD-;;p33>JUszcK*)H@x=+6iEWmLZ%*)=76AE
zgZLt}{?GR!Bj{iLjthUr{&UyhzdF(1{v7oGfBt{J2J(KrU{EW)zs7WL1i^V__E`Jz
z<8NmplAHe3yd|p-n0$CoDj*~_x)Zm*5rmF#sS&XInmUSQ8spS^QTBy&*jJulA*en4
zg`2izA;tv$?$Dbc4&DLsLuFGij@}ap$Ut@w_K5fixv2#(+{r|cxZ?mG6-dQ2$@{cQ
z^w<F~!OndRN6`bJV|^cI1(_Qly|0I0ZfyfJsJ}gxaQp-KXc`rX!VHex0*rYTn@rA@
zmpX~Y1Mp3DFpdKL<Lp#}m_h<=zAenIDa0vX67@LCuMdVQuGMN?r&8_IRO$q|C{fiT
za=(85UTo}+Td)nJ6X{%;FnsG8>^H}E29(T=vi|pw%>NDw`mg<2s*r!LJ4B=tY=NZ~
z-XH?ipfLy7lYhl;RDZ_*7tWawkLh0%JiG6J3ErgRQRyYIbyG9VgvSlP)7%(s>!c1<
zYw&MKLyeL{&Hz(Er!|q9!g$`azxgdB^;&#BJG$FO<}JAAYyQ@_j95bj3oQw&FLrDf
zXgf7&(0d<N7r(RYc{|S0X>as;?D(uH(>ZC^l$3I`AJXi&A{xQY8+Z$2UV5>zNWGh4
zdcU5^yri?_+mHTl6jrV}p+onkmWA1)pnYF#gNI!{rVWIbvMKg`A)$+bE4}%s<Nsxa
zDB1tk?-x2yTlFR|%Jnu1#MNY7X`8?J!6Qq2%fWE1)o4A{`DQ<x1mkE)c#kp)#jSx5
zxIc`+-7cQ-YMnR5R4wsztc}KCb?fd&^>1u@0`tPFY<s@ou$W;{cGKA}S#Zk1S_7A^
z?$6h|m`+tqvdZGhLz1X@1lSbuX0xU*gr3J51Cwnwk1&S)K2c%_jU{mdB|y@zGzoyz
ze<=F@dq2XM3D1GfT1a3&gsS;v07{h2rz_U`i96R~OJT~?XkCJ*TGH)7zg|xo&1_ck
zhhRG$7|6$ublDrv;ge?e4Rf3pV;i=in=R*K93Xxo)7)ox>!Ld|Bl8XBH@COc*`!X1
z|C9fe(hZsn&}~GJ6u@w}vk#aj5Y0DK(|Qif2VSpBCrvzU&LHb|QC7b-kAnMZJfF<~
zD)Zr`f!)ZX`+)Zg>I;C+VxLiMwlD!yB68$w2%y)jwhi6$hhgH4NwX6>721V8IKJ9c
zwvN(WpY_L1dhcj1JRju@rmFteGyK1vi~T<zh5j><XW~B@dH&%pq+@DoGPf|`?Jd|&
zA!x3_75rH+Ce=nBM8%tNHqx6@4R2@l7eFi+`s}M`<9Aq;8N>D-Tp3uq->v&TSj&Qj
zeZ32PN5`O;x5X?@-bOL@(xG04dASf^S6dD574}1WcL_hz%ie?TT)9&au36njui{h?
znrsUd*Ey8q%=X%_|H^HKLWXC{;G*ID=_tpm`zH0FkJM|&Sm=vUEY6KV*`X0bt~GdC
zKp^o9CxBT%6)*!+nVzN>IJ`~S9UA)ie7IPec1^9G+jTAXhR2422BPhtOnlHacD2N9
zX}9i7=nqIA@=^Q=`%o3Nyra{Lef|ZQTWeMz`mj!)m=1YO%lOV0#bx~D4``&O$_&04
zdwi|}l;4QB=UAbYlbqEd%bs(y;c(ls%*VAgO^+CdPe@K@G|=#e<U!&W_j8#}M8jJj
z5IC{sg;!%&mf7v3XHIDtgnaf^53MW-x8Dc%&H>K#HRm>J9juy6(}JM}La>sp@=;=V
zxC|Y6Xtx?$SlPyapMA!ZiGK4(ofn=8Q0SP)Lb;`Wy_OaSYqsxt!mj#itd?A*0$GrT
z6!v(37mJrQHf_GPWiS&}@QznsoWj|4{f+aW!L+5sT}AGtrO&bWCa`<_5T@QFz@{Yj
zq)8pG7<ES1@ds2#)h5b>3xQ&$QuBPBJ&Q-Us)b!&|7J_ozZ5li#c|-8xDS^GdB(YA
zcdHl%`A$+Uo&neSJVawcxRr2NJJq*YB3s4XpIf<kp)hO^bNqQj^Ru1Pe%;rX5;4L)
znuY9@A1s@+jozNfY6>0hcY`rH@ge8hKWno&#yzz?EoF>4)Ep_Y0e7tQ_|tr<`NsG#
zSY2BCegyj(B3w#cR9?dG?KY?ATl(^B135kU+1Xv*?23}sFZDOOaMaMb5}<B2V-_!%
z!)ERNwOEawg9Hv-jyzdoe8FO%UweOi$$T*N1arriH!=9u-z_Wyx-gk>YND9ZWDiyG
z_eJL{<eb1UW`ni&=d*evMP53VHNLp@y8R?WHBNwgb4Lg$R{UDN(!7hrL~kn^oFd0g
z;me9n5MxZK>wU6M4c11meL{R@musAXrfG7QDhZH_q>PM}2%&*E6ZjKZbsFpRs<M7c
zL|)omY`(Nq`DVQ0q3XDD$l{_(fV-o+qn|U=+NWaq>$iP=#fI>d(uC=AUQ<&R8f#x?
z6uXk~ezJva3ngKCUr>J5K1!=^d4C70;ycr|9JNG=Q(8I3O2^mSESl@P9d?7hFv-Y}
zfu8=tD;H{kTrPD)2GHt9fvbjHPs+8pk*}Odg5SGsS&bQfmFuaTII^PMcbM4&hg)9v
zm}MF$&V6px!tU=DV?^8LMKVjei?tBY(uZmHjP0;tA0MOF?3yQ7qlq&&@u5=dij2UG
z5aoY!`uKJA@-;iz)OQqnjArVUBbRNPgYPd<;Y*g&qy`KkF!wTw1p7(Iie4@!;ek7o
zFN(~i1K|}vh-9BzU*O7t`FBh>Jz2YnEe4-(U7vAim7S8nY|?Ej+YgOhdG9Dd-QScJ
zf+f(h0tCj8746*v6Nf<Vsp<u9$JVzIwl64%8_%|8xlY0qgT`Qy_auvUHjMc1LRqXo
z*!u~ltQHcTrXz^-pTEhAuIAAB%sl*#g@!t#C#%bq<bMc6teL&#zIw?*iKc+8;M&6*
zQOgLM>$;jc-cQb1pNdC)Fq;69o3H<tCl_!1oqcFHQes~xW@I#<uOWHZ*vt4j|L*XP
za>=_sUX;NGUAHJsaCs*OvrcjpP@9yZ<5+B4mzL#gZ29(bhJ}UU5eEXV!$MV=OE+F3
zg#9u?x&p;W?bX_IQ(!rn=kQpL2Qcm?b`Q3bMcmBn@?|(GH|IONd%*W<G&(wf{hT%1
z?ru$j$JrE*?r!w}zF7U42EE)TGS`RT*E%o;|BJvQc^5bWu7-8p31st!G)`JhH>VfX
zu}o(_Hn0N?oZaObR$i;Ee-!jo22r~SWdCPiwD;}+Ucw*LlJ*!o6TO;a8h-O=NQ(V@
zmlaM^%B;(L#L#$sAqsT98bxpiH2cBh{-8LQ4DaA(ZTSalzqD>=a_6ZG0KW8q{(Tvv
zzdR?=;~n`D0WI^nufe5bHT5Q>P0I!1Ys=R&HKOm5>&bidHTls&R3`?QtR#&VW}fNF
zW|$K8EayM-ZuhnpH&qfmFGx%(!bmkdq+~i+-X#Y%2n8|SlS}$BuC#o>p=9e@=Eu9c
zj)e^$7sBqW*S6O%eiLl^$b19E$>}o^0!MuXf0vFW=oR1~+B43(2+z`wZ+7Q5o@U5A
zIjoP9vb|7y(T3dprJDW?t5K>=JtkngQ{z1YhjXf|2R2(}W?(v41`%|Dow~@rLD0hw
zPKJ5B*B+)m=H(1hlfrr;2+WzNCuyrfBji4D9O7-h#U~GV$s5GdCtZKH20^Sg5mY!j
zyp}&Zv7nmTbN~JPxxMPd>!zy2C(^YsXY>5;Fm0UID#T+$YT{`9x<QNv=>WN`9fL<1
zymJoZ@qapXF*$Fx+O;}ZI(^9~^NnjS=gX|Q$W1EpyDqtjn0<mm{>g*I_+3X6Zsc6j
zY7j(g6Y)u23vWUiF~5e>$tT!hSz;W^2%@X3lsy?ch?C5=w`KS9{7*dPW#6CCEw!z;
zl25}?)ez9G6ie-xKgX)D>KH2`d)wh63KIEju$QWKwP^C{hYNTX75@i#IlwbR8IS?Z
zLkvPXvN<Lz{2{9jpCUY3Y<TN3P(d2kG&uTb!pU!v@AG7R;tc5h2Q`Y42@3(7TXDA`
zJ53mFQUFy~wt(zXlViPB(d)|S-)L)8K^&V!>|swIpFUT&za!Abr7XeSPrL9&5xjk<
zlx?ozXz2o3WB@9Ty<f>s!lDShe|uh(*2I*+8}`?JE8fU?j!~H0qqmycot#fqkWi>j
zde2>c<DuLqcUU3&Q$(S|xpi$#o_Xij-=~#j-%J<Os~$<d5wA$PDcG;3Onos(@*kB(
z#AVzJ@T9H*qu*wa!O`Y|HDgv;-b$~fp?)&M5=_-fh1MgKCp)m!m$0mPz}JJ>?<BCY
zDQUTrbPda0%IH|Feam=(=N&<lW^eZB=Y?akAjr$Fh<+$Jyxrmt$a?v@IbVEKS<UjL
z{Tm$7rH>nGp9N?aBmpNSp>&ZX2ya(`Tf;()uZFHtH|xsl&_%p2cjOM{X-(1P%A2=7
zy!I%#%`u@g`O}^GSr9%c>To0!!U#;IDq7i##zNXy9Q|^)D<x|WWLbZ*E`Cnrq7%ga
zh>1~9YUjx~VzyQh`6U=vfT0BW_u;JxCRow7k-5xX7^6R@rM9zLZJm}{B1JT3UD~tx
zvQUmSOK@iMMGA%o6t1vOfXkB>azPXw-;0P0yo+<iM#H#yv;uByO}i`9v^0PF=yWUi
z#l<C=PNB1{Knt%FG$`YIf^_+1>2C>AR}MotswG&%$Rn5DN*5pm+RuAYNu6;4h{>V3
z`a7|x87lniHyM~}>8l;<Z2|lvs7&8}Hwgapg+BCz6bdLPgq-n&9JFp{nH`Hb&_x{8
z;_-NqVwjT)JhRuIfv(LL4PIB(@&0!D3pT(NepQ3_h^&<g2Q(BYMTyCZ^f1%S37=FL
z(^hRdgURb_(W9)cb-OfU3k-A=)RA0mxpb|Yh#r9P5j;+y#OrrsAd%Y0)BZUsz^zkp
zES~VTH5><!O(_+KNr8gq3%|vEg3;~sv11FIvIMem@ugF-=GuYmg*8*6PcGePh9HMu
zga|5bYg#3P?SriBwf?Qnn;+sX@g%5d1EK3s4TvkI{&d8T@b5QqRb^VX-WAm5<MZ?L
zTIty`n&ECdtSXd2lo3DO>tx>e4*>)%J7OGiQ>YZkQ@+EnxpWhkh5A}A6C82g_=h-#
z<yGlUj+04Ahe+!Xk3@O#UP%Eujvmyt&Ku{~lqf>XX|dZUBw{+!wsbp-ygU15fNht4
z_?yP3v8>Hav0>uhE3Jb0*}%L>rEf2T@S0Hsr+Cs8Eeu-?SP(|xlXBM$@|H3^4SYPX
z3xcDM&tGC5p+^8rIM35=hen1PcWh;Ne|(wF_QZgB;wweBympvsJB63UqdS61xpXf-
zw+7<Q@XrX$#Pp*@2_0NZ1=rnesGyM&Bg4-TmzVR_f{8*epTFI+Y3n0@aKoS<u#U``
z-6jRkBS}~I{(#s)#CxAx<#B9y@4z8sH6$9cLV@#KrOxc4V@&S0^|O<z8sdE9k^NkD
z=T+$;(_)j8IxCIZH-9JG8K&yQ3lr?KygK|%GWNdj^fYayhJ4lV)*w%uOv=Zs5)GL)
z@}%43vzv&)L*T*wV}*rFbMRqWB&pwkEDDbL4Ees%Gr~FR{{Rz+^t{?sl9cMQG^g#9
z#vqs~R`#BewnpPZ)JAUKjcauE|JZ_mx8Xlt!T+#drG$$vUy}^bdWfBgkTiS65_~dD
zT7RI^u1~}3<l@JjdrEZ+=_0kiP;}xoT65>9d)mp9xz0;9b$ndo=G`JHhuYCj1vWRj
zXX@(>aw7l;eK~1ubbQHa&kEW&{yT3r;0l9EU_iH6+xlht^T}7M%eKgo9|T0~%~YGj
z_lgadWTdAQcGsI|fj#ZLc^;RB;Xc?pzZj<Q+_<r!?ylIn@{PK1pOa+{8oa^cF&arl
zdO(oIExZhH$DAK%Aio<+HiQ`(v)w#=<ZDY6TweJN7_wXF#}weCp_(PnC+kr(#8~b*
ziLc<y(@edXB76OLl)kQsBG3@gF>K|*GDog(UB-7U@iuGGN@z!Zsn340``EmQoHx4-
zq#+N|KqT@Lk#Jj|!q@1QNq#+<tEo>J@v+^|bxMcmp?kAlDQ}~MPi=674eC&PnW)O>
zfO)m~YJ&k<yp2B@j0_pC+PFSv>!(+BU<lKY6>NABTA5fgnKqIt5!{9~=K_jdlzcc7
z{@k1On4U_eM47|zx%r0*PXaB#$r<SKu8)_!*2`+nNNPC|t2^J*1hag$YwHLI=k#+i
z75|x4=lKN`G)$hU2)F8dt^By6EM_`&I>M^?Ltba``(3e=2NXY^*~V-z9e#(mYmnG7
z7n6Jp44Bh_sq(Z9$>8IWL2^LrRTQ}@Ps^XL`+a8PjE<$d!IAp*B!Z*GyOop%QG1QJ
z2jq$2Z4fqsqQ44C;nA*+a=XaQME|B}UskKTmD%Y#N`kX;hNy9WUEBa>A2pofSV~Zu
zx|qYYUG0S}bG|zv4l?9*4R*<m9dya(5#Y5QJ>Lae@1D&F`29Z3t~-eX&k}9tMYPW<
z%1^WNRQxpoxClUfIC?`Da`J1Lpyvl{j9oDdObh4vg`hJj|1jZoV_Wi${SP2EXMJ|(
zj7UZKzRwRXbFKE|C8KrI9l7V;6l&Nc)S@4O%IiuGP!YI{^)K1i`@H8j#B?_F6<CTu
zmQD}L33;*7#fQ|~R$-SSx$_>!pC_6}qhJdYK&M%hXQD<fdW6PQvt6&|_J@atN5mu1
zTVIdu?!VhMovhCn{nWr?1luE+hjVdD^lw3vWFnUTel`C=&rhpKTX~ven>uNIeuY_m
zEjA=SpQcnuM2W)f5^5^yG+8lSZYwxSSvh#n<!=STa+PH_9YeRWI63b)TtB}?0CGOf
z_}#}~sI<^Ul#kH5l{Z;~tIw7s&xo<T(9kEJodLSAc*R?vqYk|kzkWtOC<Km8vcE9H
zZb--ZKsRw6FJ4DH;Nv+)C}YBRk1<qTGk5HYf5LE1Y8H7lS1exf9-ZwjS>!L)zFQ{G
zIQZ?V3VYyIG5}0PVvc89)8iZ9eC)hYv|+jXR!CZX+9Up&-KYaQ?GAfv==fgL>by$E
z9hNCGYF)*!>e9uSWCOJcRgKc};Hbm>NEjo578Boz?jk8p&S+QqQiu`ad6W9v5+Wkl
zKBBHqfM}8^{f7aLCEeUF2FmGzHg9I_k@cyK)hd5sYB&9o&-nYkhClI?VL4R@W3e=w
zsgc^(2oO#U|HS_`Zmx83llxL@Rt<*??LfP$(`e;;@jOof!H2fbRNY6O7^q;OXao@K
zL-Z?$(2MqRa*>nO_Y+ICJ#TYO^HPNJTDre<?{QFHH}uw8D2YyPnQA>Ww80rYJMS;$
zhORf(Exp}kIzt8k$MH7Kk*ohp=8CqlpZ~!@GrbIV9@8%>(mB%+vR!oEZza6fHWP}e
zKAdx4{$ZUAZBgPR8Qx&KRw^qStm;*(s)`a9il*)|6g*Z)5iB04+(7wMiF8e!NID1z
zOdtzS&%lpodU628aCZ(f;SNs677{E9OfTOy4mQgC0LVAFUnHqp3fweJ(W8wCdV0@A
zZSHZ9xDOffJ{(oRav}|*l^12I>2hn_`jw(a^AIop3B^7ViDf7XDwUCwW5s3*dbsr;
z771z2OSNv|icmSb53r>wxSW;cT_}saY)=;atBJ|t0_>-TH%GgCNqn`Yi6zLb&_#)>
zM~O&8tl?J<3j!4|lS%jV%$^Pc(nT_>J}II!KtuTrJ|t2RiBK#e6?4d@TPRpre1B)E
zf(VVq<ligR4}CqI>199Ty{NdJ!lZiz&++AsgFENogPUB2q_Fat&Ayy+{_J)Y#^<d6
z);IKD!z+=dawy?8LfZW3)oBD@OyjoZ-SXYtUkw>L7nj9qdoJmjZHaeTeWE!GqRW4c
z7z8l6A9M%k7b%(j#nVYZEi@n#BY~djgw9K}Q?1f<w5S|&@rhV{PaBFvrE+{sG0RWn
zB)dAJx(B4lxpbDFTV-&kc;CPwV2;S*a5x%5p9SsGZ`R2FO&>il`G&j}ntn4B$krvl
zsy_fl;bur+Z43wg5deALgS(I~0daHv_e1#p%sfDp{iO*aCVp;)qSSV;U`kICFuqts
zM-~jPI?g7a`H}Y#?Nq_+NSeHMf6@aAYeToPhf=#AKsu(d_`q9#JG|kxSm!RYw<Dd6
z3P@UaKk<&x_{V0wA{$`A+jrlB91hih3<P5sKNsCu7i+zuEp3jqF#Q86Fq!Xla9a9^
ze~~zJ)^(fwI4X)@I|cx*>SYQM5q$;kw(Ogg?=ml{vyY=fkLSm`&&Xl9Ib?7L1kgi0
ziG4%`oD!x--X*Gqza~VKY9{FoQk`#^N|gMvMlXfry&0t%|M0gwZy>e$2gHWcYGbFI
ziE4H&Gkz_rkgzDVxYI{*Cp)MqK^zM56bPb53_}5E+-{1rLQtD>n2|Z!_Rvs2=TCpR
z_W07V!<=v=_f`=ESf+=ck*o`(E6*{{Om|@*-1~Oo!O1&-G7~TP7qT|uE&vacmY4y5
z9q?+oV~KNGM3RodEbE(H#-x^m<Sud6N-c?+V~iqm#CrQ7*!BO|LjFW-_{mpdP9T|B
zEv^{tz{QTYNH7eZk?!W$tD7sI)(Eb%5oB2|2L+JBfNCujfq}nsb)y@8-TxT|+2u8=
z7A0ykDNxxkp*YP`-(bnx&2JLXs{1RUP&^mS-!cYAmBA`Y%>zDeH~uZb|CM~Mksh)D
z8J)v6;yt(;-nJj_HE!z9hmDPo;0>inT2LKg`l;?i%U9jbuQI}R`=Z|{6?U=2M;sas
z=H4T5YkP_Q!XP6H#^+a_4_xOEnz)c~Q@Hy6AX<Q}M;q=uMS%GOJ-6h3><lq}K8KWL
zh1k9LPn~ImA}$SUvNF;>LZgiaN0M$-WA+lM7dFfk{|9q#9uD;zz70=NmPqzBBb2gc
zPnJoF5YxtFol3TZ5Jtv~$i5TGHVN5Hvae&`W#4y_EW->M!z{g@@9&T2IG*Eu|9Ot*
zpZDK6nB~6j&vjk*d7jsKooiO&k`(l_4!n17;?vsuTcW{tQHF>H`ngLKl|QMY76?1Q
z1~`0F=~i9r>^Uo6(ZY>^AHby5hjP#VKnRu`f&4YjOyOD=SGAR-ZYXu6q)IpMXp!ec
zYZ)m(X&dnsr`QOb{WGq#1f*v6+!hLqn?OGFf1^=eG4?CyDU_z_j}yQ24+L^Nfz3l0
z0EYoRQXm=r6=^|G$g0<`P2`DPKMiGz?-?=XDJtm`yeROdL-b2L@IXHOAMr->LqMMH
zPVdJsRtX+LL=pRgs{W4q>)*>Q6n0;r8tjeDlKNhIMX=JpHvZ>g6I4d;@}0ui*An@1
zo{KJPZ5}oxfwljE-u}>mEUTP4(Yx!n)V>sjVMED~y{Rz5QU^)&(&*P!3%ryCqa=H$
zz4dNP`OhiPS_Z5=6+<vrn4X>7vU2*nV7h7d;_K7OUXqSx8KE?;falZ+)C}t?HZHsI
zy-qm0F6Qf-^Gao`37Bl`Ir1sWeX1DkTcw-<oNQdwi{?vE()HsZ7`m%)i0_*8iV2#7
z@b;1-oEbqfOHK>~JuBdgOQeiDCba{hzu~OU^=`li`ZG5~x-nrvx{jfk@fN!NCaeQf
z4Wn{X9@FBH!e7X3M_u2^*{c1d?-#nCO@=CoJNxb`8`mOhyO<_%B}LSiz<UBscD>vL
zep<8w5FHYS&!EZT`P77^a0p2>>>tSR5zc9w=tXBP1iB9aXL4Ft_CL_*6YT8G|6htB
z|Br-^<Ns%Tkd7Oz>=4cAf~%;Be!Fx|Pj2v_-R<|)Q%YKj)}4|ow|>z#pC-(|eD)ic
zby~3%yVcgXv>F<dYmI~uZ3al!4HZac#KjRAwL2X1(Ni5BP!`%dmkULnwZ)cGvwQWs
zD37j24qD#B7s<9Tf!WFCsep+Z$me%gv5Rrjad$^{0V96gIcuAzx+>T!*{O(xPphP7
zO8170s1;#9)IY)AJ~@7k^@kVPOnDJac~)xDUf72{Uaz!j!d4gqZ!V0mx<@?Uv?`~0
zkC4G_z0I%ORbA+gQ6C)YdlLIeYZo7#sF+628NP9s>%!Ahi8mOJic-?tGN0E@&vv>u
zU{fMLpDeRBz`qlQ*wK#HDAb?ko37a36ihS07r+i)cIEGB%;QHVtEfv}{U|lEu{m+6
z4a!H>yA2^KPN;0I)SL-o`dDUmP88&+mWbF$qa(B|2>Gjy?<Eq~x@>vJ5B(9j`}dF3
z61&~3H%>XotXIGBsEYN69j?L81CC9QUrV@MIUv4$>9s`*{Zb+F*hhN4dJuIO09EKP
z708Qh?-#zND(!)aD<tQvnAmG+tj2&ll<qj1$nP)y={i5U%EH?h{8KsFp^1A<stYGV
z^(NYFFG^)L#&^oTC4Y`-DtV2#H`S1(t|9!10%D4V?e6U~P%b0vmPwzTSNFI(`LJu6
z;qAx2+#@>xSPtgKL43B7*R|GTeNBTp751aVRHL8W$UHRGrm+c`aLmN|>(fAQKZ`!H
zayJ75Re&`mkQ-JZAxm6Ha9(RExwvgMD<OY=*+6?C_j{M&AN8AoEIS-hRURqTHL$4%
z(=)e^`1#M5cZ$5SS(sljd*W#*1z<hct<bH>S<<4hX3rzUl}B+RkryvQ8I`h_wOh+L
zbb;Xj*tXe%DZqb~CSf!V({z)2{VeoJPwVubz%m1CJJr8`8&!{{DoXRMO3})DilP_%
zw`X8S?-pG40hNZt<2Hr|BU%h!6`~xT?v<$YKS#@aXZ_L1dOR>-dR>6a)P-<B%Apk^
z^@ug_y5YCNpI;+69k0y!n_Xs~(d+DNSuTH}6pql1Rey;Yhs@b^`r7i+GLibP;r$rc
zb?4Ui^m7qRY1&73E~16#=pw{Fka{6BiNR#Xa&PD>JhZ8osHa_QJhNW;a@^I=@6eDo
z6>zAcQY!Ui%3C-9e77=<euD3K(|TIvN6*IBqN|daXEJ}3DPpKm2^0DRP+o~{_tN(=
z-8axnz@h#x%O2*FSjpPiWax^0O-FyacPg9+`$YHpvgGb85+mZFZ+efTX5fWlgY<cy
zNXlrA<g$?WcVcNox~b8oj8oQB(*W74?c`~+tcO5-jD}2Z=~sW-O?udVL*eGTl&Au0
z=bN3m)#{V6c4;glIVtM4MSog&C59tUrbrgFLaHtS2CpLQg_q?u6Yl;>m#TSTJtHXm
zd3j5prT@#ydnw`XE_>j)?PXHfDmvtV`mpN#^QlJJ7Yfp1OJ2?@h1>?01f=?9B_DZJ
zo&_Pha9rE#2O^h|7@?+&zn1w6e%RzR9c8ta7oKdL{(@Uo(E6RJzCmy`xCYw}6`-0D
z_(N53VJFD?lTCi5URgCG$ImPEF+RpZSMEo$2KofOX?b7c0gjwfn^J=*%`Dy_Sl_~n
zB=qFjTr?H5fQkiO*Zn0#55&FL<F!FxNpA^_HABClc_p(RkR8jOUS_KJG=!C^Oa^ee
z%X(d4lE66RFnfDy&01BXE9E&;>7B9$r#Rn^`+x;+cG{TR-^6;nQx0?`t~D+KE`U{#
zZNB&iTU4DDb-DdGp`GXXK95S0(v{z>vvs|#H(Dh9NX2<uLZbP;U$;nm&H>L=QV!b1
z+Ph`%n~j9MC}CEmm;qqw)|hK4>g+3i;+F$#RdI?>_rRSuZIQVrY+O3|lQ<Qei<5W_
zEeGi>B2#6uRmVUXVtd_9luX;NkPYHd+PcvxHK<;+Svp%YkNAu`H`Z?d6!|X6GkxOi
zgj(s*D?j)4q0lUKa_K5Bp(e1hX2P3W*r=x@A=l%Ix>n*nGfrJG`|w^dw!~BY#JJ!_
z<7E!6C4^olN#WbpiOYv9Ch1P&tM->ZCfnOzO8yAgLx{jOyQ$pD&>9M)gZ;@D<&?4K
z<`T*GtrbBhie0FnMqpkOKjQ-`+EC&_sZN~3ZopHmVodL?ug$v5_7A!bbR6(*DGhMc
z`-qiyZ+fr&Mh;~?s;aldzgq%o8HqnYS1UGpPhJHuZ9|;idO;$&yBAnyYfL*Vh>#DN
zUOS4`X>b3%f)m0mr=M?M4U4p6TED3S9k;$4w*miAb&|?x=GE_f@V1@`oo&2<y|&I%
zS8s!o1pvO2vEAGMsfRwxmg{m4Du=H{^Eudsn297B{yC%53{(q2A>@Mx05*G(dT;VD
zb;i%%o-gIY#a#J(kBhmvoIT>#tm8c9N<k<#)Do@+8i95O12$mXt?K*JNX3y2MXOd}
zSD}*l@_!)X+HTos{pZnyBHr-xrot2jbgNRcDt+V~dwy(HR4tNaMfmTMi*LZWL0@0N
zb^Dsivq~e^*KK~?YCofXZ4fcEBSnB4k`E|QvStfi@`JV0gI@WZf{y7qxvFRf_iOLB
ze)MpugBR@J)AQHc-C3>XzIO5$@p9fW17-sJ*OH@q3mjUHp>is;mF9gMX_mI_E<AI?
zKSoLYeY(i$h?_rx{C960svZkd?$dkG`~Ydet@jmqw<0#+Cbj(gL`lD)oezIv(N0mX
zcwCckV0*!QtsU(PESx?9KCN|$VnCIeMDZayPq!Cbp%{N@$o<h2&3$G78T`?%r)M!F
zKC{G$;W!Fd&S&>FDIUlh07|GD;_g99KzJO#hfndML;zZWV4@I>2H~9WnyXVCF|d0{
zMuZOEey93?jtXO6)rHEGqB&8Xa{`9enFGRaK&O>lj(Fm~REV7Fy%GrFg)HZzYeI2^
zHay@ufeF4D<xCgPVobH3a9!e_?!37hJ9$>5TPs|zF_<m9|NHLi{9l-ze2M_ol2-PY
zQm3WTn}_g%rn=>nErufOlD~Id9Y>D+G^=^d2x6AsuJc;P@lYL$sMh4FRrEz`W$Q(9
zv3Xs?Ed*p!nOg|-?#!d2obMnQ$%O!3;d@VzSpkRY@F6^TVwY}L#9n*(;8fOT=yt>s
z$Ug651*Qxbdj+CS52KfX6{+YfOZ!ev>JpV2ckf&IU7hlCRQ4p-#8nZjpHRFGoz<i>
zAFX1~{DGllX_%_xMjPJ5%0#ClV(z;r{l+ABSzWtK;y;jVpT4Qiqk-F)Kh2RKx(50s
zZuVdmwv)8>XZP)~V<Vxev&F{cc5-C*&A5aG-rC4@(6RNi#M8|%aU2$M2GQNVbfNK5
z4r05__x6$gROzLr%Fl=;w!Vv=n%9}w^5Z=@#BrbF$TE(tG2oSays*m}^t{#Oyts~Y
z9C((sTfF)?Y@sqKtY?`%Y1Ik*mH!E~r2Y5oXpy%7Z!TQL`Ro<rqeU%=vIQ$EuOrv8
zM9nXdy~9LISD-eO1W3n&{1JMjdZK>9T6!E1j$yW=CHiSEV`mh^Qf4kEI<?=i6&JLH
z9S859XI>VfKSjcF7Lgj{kdptVG)mZz?Vi+DhmvGlFD3T*-2JRpu2}uxdOKHs_L?ef
z0!GwW!*VD@p`G^t=5+nKeAU{y1_`mPpp6GkM;zaFhMA`Rfqr1A++M32c<8sd$Sk!f
zjt^A1;>L<jw70PBme9wLpU02*-f9ZgI5>-N`I)`(f}0_M_#7lRm`}FcctqA->-Dzr
zoYdZYUNmRG=6fIK_h?nE<39R>l2TIOK#nZr-C?PW$#7+ZHn%}_?9X;+sHQ(c{6Rt|
zn-M1`&l}z+AkZIa8VJn;2I*WUcaxrz*K!aPDEG|59~j1A;&u4du~~N(UuS7G4Y3Oh
z9La4pix1(mRhjG6*^XyuAA?-{KTSSec&Bt@zC=4*1G~0IXBE!2MEH_^l5_HB#B)8j
zE-b|7Fa+Rp)s?`7ek@XTzj4Jw?+*;U2(T7@?u(<wE3|9VCn=TDNw-8`cnC#<Y)8r=
zKlCQlbgCZ-J%M_$uQx4xH%~kluEbjnVau~fPL&WN=(b|lqevsPRN#SoiHkBvv&$j%
z7o{SPjDnw7rB?Ap2l?fP^<BOEQB5mjx98`Mt3WTkXZtt;SUF(Jd&iy7q-)dYO?x~D
znM%2V8dws>y@qq&UBR$gS8VDC23?g`l{4}a8Zxf*b-0(q<k8Qy6W^tw88NGVod$O&
zi^D&J20e#IrgmF)b7#t5a%lh`v=1o&9bjXY6iqry%yOwhE8wkC6Xf>#Ym6K9w!61x
z@59@l?Nff=x!qlOjaC0MWMM6mLJEXLpktR9=n|-Y9Ph3U7||P2UH;7vmf~COc|8{K
z^tW)j-}N#bdx<ah-Vz1ats#;qd98pxjIMxvprWxoSEdp*RA>*olrOI*eM)=817hpp
zdjtaUw+LYShsbhWVJ;W<+8|tAMe<T{7L^I*2TFHbC8Hfj?#CU|T>cD^B~&{qQ2n;z
zv3kkDoku-ceXnJ~;B){|c#UmaB1=o*Csq}hUrm84+*=onOq7nr^@->6UsD{SP16&*
z_-!A2e70X7KP?>?mjT<gnHVtl8MFE6(|uaG{LoAgl80uc>kwlLiQL^fmx#O7UImD_
z2leBQ8*jL5j7GmRlFoeBE@0S3&v28@lk+JSgF01t^LJOUOwI?)^4|WnvnKm?au-Wv
zYJMi@pR*r<Nyud|P|g5=daEGLA>CDbd7{x|HGQs*heJdD^~#gy)O(nhZq3n_jY}(V
zDz7`q6e!p?+A#nmyNu)Q{6_Zd6TVUIl3y6#^+l`X%$|b8`uvfD<lnM?AUar&qK+QU
zSskJ>eFuQUSzziOsSY?SX5@-xOsF?U1e#ej0%@}naD`j@Z{Fycar}$>?#akJ&LN@b
zig?Zhzu6W(Q9a6O)ExZ^Ev?bpZh4On-tR{kvaWrKb<Oka{nj`bS3MV;nQl1H(|GgO
za_wVyK^%bCWYW@p>BmBu$fXJI8HHU=Gi&RDU9lTpt8RrW?Cz@y5mneQQj#-WXk1mM
zI8$wMg-gQ~e<eBV>SsI0TXv85*I(TD!m%49__a1d>iy)s+y{Mqy5^6Rm?eUk|G2DT
z=88$x<+P+`ZgxkLSj{B?azt+Bh}=uDF9|Ru8>71ZyC8c>j>es+mKW`nv<R(-=r!<+
z@`_tSk<plqT7>)SeaIrZ{P(mncdw*Ai}uOXvI3R2p?hjknpTQM%E;!<B9x84mq%Vl
zJvdT4Hv_(?uAWr{{aS#(1r~5h<L_FUZC_opbl&z~a~CEjK9(KrnM-Flm76@r!loF_
zmRS%LA|SwfvPsyZGv}c_zUlc9VXL<-mU_N4WhK~e7zq1<oioSKv}2JY!1I&J1zk=F
zTZYbbfg?w)WDsGij0gRaJEsygg$=V7nR!T$MjG?SYljvDXivUyY;do|Q90XJrGgKI
zF`QI>;uDmL%N=L1aXsJ)yj>K%x-ju85(bDU8cRr$%iyl4ZQ%uZ(wfP5>95Mh%7m3P
z!T4^;NBTzfH?N<uxF;5*#BmnaBu%xaH9?lsbS{xMh-V>DxYO%nZ)xx+57H)Le#N+6
z?C5V>=;#%WQ%sF`f@iP1(Vx=8G=d=*Gda*AwfIUrxi(-7(`YAC^k=LhaJq6)KjD@9
z_%ka*jJgENiND3{LRP=W4=WoZ$NLWaz>b*LLn5BX{*ofqfTbiOpTrJinzHOrO1S|@
zarnu`tLLUwFIpM#D=iGZemeKLtV}X9MSLszp?b)fkKEDAjtrY=Ai8q1B&q{mCDjHw
zvjw?87e{cpg4<`I$)w`yh94gdHu~ZXK8E^weU>y^F;!0LGVz19aRfnlP}+!;4IqTE
zs7MjdmpeKg?a$>7x0%msNJQi=XeAW3_XUGCvOfKU6r#!3u+&fgrP?DE3{BHw>X$l|
zGm35+)(Iv_0gC9&Zs-?|bU-0E2d^HYaSO*$ImU3uSIV3L^xOn97r10aOJ5lv{fOWx
z>3%ep!}(o<qt@o7>vqCWzADXU<dz7e{o=U}9e%Rw3WSZ^@Ze^1L$0%$TIx}5in{un
zTM2`Ta=ix^jb9!Nsm?#N<)xUCe*+(uze6MncU$TmTZSfN!;N2Ukmc{+kFTMg)qfm&
zc#3=tc=RM`jg1CG_0E&-mbj328ENSEm4@~|#y4sLN=vM}=IqVAf6aEa6cuQ`)bN>a
zIDHJ=0puf$(_~;!kn?o}rNeiv6~&Ypm*6XV#ifCe&*u89k3&H$PIa1%Hh~lY@`?&l
zwuU@KJZQn4!y2EHLq7?XX)3LvcZ=HB%^K+MKO|wSVWhge&38V4dzsU$cBPLwAEzWA
z;dZt}<kgST;#ZfY3qYraA29v;3W%U_4hi|;l0;aP(1FN+e97(IZYO#N%K9J%;0<2k
z)X^>&@)fBL%*>K*1379rz?jaBKKnHI@?43I3GIVkNz(0eG99>1ad2v}c!3;zd_m8{
z-QCY!E^ppgi@R7dp+3|=U%=j8>w*EJXyqv?pm%B2Lc2q_sBA=l^2e;2=L0f|b{mJ6
z)zR}hYhQ<CKouPWC@atIqmhkQ!N0EvTu(ZQVdPBcQKiD^GhpV!rT3W1?l>KxKN0KB
zmH}HsFFyCgPM%2ChhFy&AARt7d;b7FzO-Yw)(=pVKf>A-__jR#rV=+fXH70?rWvXn
zxv2R-7VTIZj;;i1VM%?o_teW2_^W#U2!%$d_ey}{?drrqhsXu_)f6W5b(xMK!M^g>
z7uNPff;)lx&^)@F5nf(MfF-X<td0Ow30}S)QBHx7&@;Hr)c^`GGUlh+(GYlw9mNd%
zQulwL-%;rKZosBy7DOcz4Dd~B?tpOrM?O_~sja4V_;1W(v!=%Js!!9B<+G*<(t1vP
zz7o}wOA38`*SQld0wDi&Rt4Em-;s~<TG!n97rK`@I9|zY=z0`%9Pu9+Q6nA=D_z(B
zwVQIUpG_(Bkx(;GD+E2FcV#h?g8`7ZGPT1#$|COGxMansN*(uG7B9B~y!RV{=Y6TC
zCI95|YXIIn*+n4wE4mW!bwyChWOY*^Y#W$!7OBe&@pqIp&Ruk*e`aw=WMU{>kQQxG
z#16yBmzQ=5iFPD6f^T${d(<0tsRu+P$yWd4l~|ve$d3D3GeUfb_5lY<QAdbwLsAv`
z@t-doVUX8*)97|^^<`|><?%*Cuay8;JJ{LEKm3_hL2l$;zx<CogMyL*9}8jDFMo+d
zqg63gjytJDFbPT=qDtt<!|@mS$Q7HG1BxH3n<L&)b8AwSUiu~QT}FugNVcP;!&0fw
z$(jV90Sy;e1r7sqy`31ZjM4R?&6NIr-~(m+bVcJqMlr`5-AB40>VNuQJ*qaDy9@~k
z<UbreB+3nwGgo@bVp5`{4cHrWJ%n!^Jupmh?(5ho`*b^`=0ZCg#2f<bXAp)Nbsfo`
zcC-eL%p;g5udo2Cyfz_Wmf9bmb9Y_9>a4pu!Yqc_Cm<VYN8Lk>Vk!)}z|-*6MNE<N
z)X}wPsSszvQ8-?i|C5~tYlnx(pBsrvZww?nh2YV+$_@M_iZ?k42$1KorJb|^TeGUz
zxIBHk$X#mLjQslT4!>x1u8!~(lj-S(=|JQN;II;A36RPP;ng?}9iFEPE>rbQbFKOM
z#FEFoe5>Y$$u^^M<uUsh#RQOK9fK;31vLmE7zQvcZ*+iJsb)l6to>A#`}uzMlTA{}
zi`fbHoKqhK7Y+REVoh~t1YffSDpehJ?`TrE$W|m%g5zA3f|NNqq_iW)Z2Y7B^T(l-
z%Z1OAL(Z$KF&MRbJ!8B>Y5U))tAWXqmlG;3G^J}=sSPzLydD#5;ZM|8GA1*5a?46O
zuYM~T`aNe$%S36AeV^2hx;LIH8NA%^QOWA*kQc*Rqi08SG)IBzue4AMI(G^B?N#;Y
z%%Ww3feN>Tfvj6TTUqoebEY8X9_&^kE*%5hD~*>rI4JCkK-=gfww+uY;=F#i_9$bn
zp*sHnEle;GDf=irTChHVcXXT50g(A1yMLfTL*Vg*&=+A_ohYDFs1?YdzjObA=E46!
z?lOO0;0%^A$9#`~CIj5zH&o5a6g8p%J-2jX9e0+Nk7Qrvhyb5%gaI3I&R}D!CcagY
z(~Z?$ZHn`!9V4-BQYlB0Eg>nAj%d_f!CfFjA1B=<>VNjmeZ>i~UEJpnGGkN9%?(sz
z{w3lCAFo1PKrKP`J>JF95Kn=hP=7qc>DhDBqYJ)h9#d~+j!cabR8=<;pfuY%&E-`&
z_R-l0&`8uJa_m?eift@+Le*;Y&V#NeFR%71D<_*h(2(soH9xTz4mpo>Bvf=Hl8w9H
zxj3g~+)F&RPrQrxMJbCDd})6}LM-EgZYv{f0Y@-#Rho4Vx0Rdt^}w-mOgw}|BqZyZ
z6&No21WkApE)I{-;jTMJ=~YR&9bhIe@}A76O2kcHp!c0nl72TY$oU5xK>*hfv(0~?
z7ii}?9XA)NJgmFb5?z40Kl0Ybs^eW%R&cguZ$JUO?|Unwo>#9#hV=VgmwIwK!D|)L
zI!Dn~U%e7L`(*ZmzLnSSyDFa2@dC2(72nn+-K>AT6#c-xhxrba=xB=mCinbRJ3Ge!
zEkD8b<11S9Q-c8j%Wy_M=n5e$$SpEh)_3Y&>AXxwUfAjr)RX5*%uo8I*D^3FHi?^K
z=*H_J3Z`WyR!SfL=LJ^<G>)M2m=>(%=)Z!UWiTCH`&gP9QCjwT<F@JONXHbX+D$$V
z(P96yI^UYxfm8FIDn@=!Jlo%vb(x@_>{Vuv6Hq2x43vTS&`N>Gd+}dnmv=5z2O0Et
zDH&{Fb~1J_mGJjQ8Q_{Vf?};Ijc00#5XxfbSyXEolQ($u8Ze#SyTKtJYnM3LYM%7)
z_edG$92I!+7}ii(|Ghq~>x93$uG%N|Y3`#q;p}#qYpra|txWN+4CSlN9ajEGv2f#?
zL8c@6mBS|%FfUzxp7M2Q*&2X8a%muU0#L7SH<%;>u!V<3MiehP%NPM?Km<p5??niW
zi~DJ*eAj(emYv`xua}yNS&O-F<{t=|^+kwEk?+fk=q!=EST>7G1e$aqvVES0tHf;v
zQ}c#bbYt^>Aod1~@+`d<UTOb3R<#Goj*tsy<6RWkXcYwi*%M1A%)lY=r;D4ZNt?6D
zjVY-<KS%o63hWZq^+I9hpkjtr#+R_aCh!y-;o(xqiOM_u5TY;igKnYf=%#NTzvw$H
zPh+;YxYfA+mqU*P*jDZaq+TGXYN-iMWvd<gnl6RJ4c{nkw|uH4QvUQ+Ozm!FmCZ!r
zTy_2suDlzsT8xw@+N1(|#cQiVXP<O<`oxIpJk~dDVJ8(5@rnKyA+jeDBz&ZV`*=bR
z!qP8qrJ&2VsK(q$#p)q1Qh)wrZc16OJAklQdHWJX{S@rXV_@EAyf-J%37cg54zH7@
zSG)^rCSD4cfmaCp_yh`UTSs~7FE|9pv6nT}F67ng5}+j)I_~he`tG8}K2K1#ZbwFW
zUoykNtbjw^XF2>xUWz$u_?HU65C|ZMq`nkv|4pZ}%n|(cQuW81mA2Kky$S=qnLtdr
z#Gbn)6sc5P(m0;4Zn<^l_IIZ9E^7sPoEdAS8n5WT8dLuk5(Hi$%ESihUK#y_p&mx=
z;EJ10Dpq44q`S17zuM{)%ej^#=d;6e4vEZHfZXy;sV8w`&dsI0(Rc;TN!EOdX{XDK
zxv69tEs5GU4Y=|IiiWX|1AcWu8fS5Z(#MXZdVr9jJ|^py+76vAt66EV_$z!a`Ii0J
z1tEiAZKL~N%I4R6CR?Rtw!NSn&STlqpZsbhv5u~28I;t*hAr=-{Ltk4m-RPz{WUG-
zsuF8fQQD{>TqP_T#ehhWDZS~efYkO9yBYdvkW%=OV0#^57}zx>@DubJ%S&TI*ma~q
zqLG^4$i?jkQJLyyL7JZ=!JQ&ewJ&`nvYGw|$4lw^uVFdJn_RSQK~^pxd*YAcIJOdV
z87SYazYf;WfgbfW>qW4mDlaTJz0tCM-{sJeKO{rf4CWVLfT)~DrY$I3!GX=60@Jg(
z5!<V<Afz^W*;U8&h0WP5-`dI=;onXh(Wk@>Ci*^hP4pw@Pb<fDK{yeQJ4G)vnW%Tx
zYyXb$6=yLQ-u9Erb?TKCkSxkAdlJ1S$moOJ(#P=uDlYiGMI#U!pE08k%YHZ9IJ)#L
zNA_LP?-8qfyJ4bc=(Vd*<wwY&WYw|q{k;}I-z0=<S@5?YLc{QObrTAQg_YY5sh^e;
zowJjE+S9eaDu*m{=_43Lr5xi>GKe3}Ymq=1pd&s$-7l4rXk*=H@Hphm_nbM_8_TSd
z0A4Zmgxo~r)+hVsT6a5o6yIAOx_VhWR$$gym?7m7XEj#vhM-^%J-GP-l9wRW3SrL=
zqYA#{GCZAL+zWC^uj2{WgkQXge;8t&aViO}+Fo~7LNVw={;P-RxWv8RBptmEWH^8N
z;|Iy6mKWUj-ZjY6-Q8R0URn=<yvR$IdPMIbhQ|4RU0iz;y2~HZmle(MKKV!lhC_AL
z!@^Y+W|i9>BT(vg&t+@)A6>otqKfmTk#+3*;Ma`*K-{Osr}og{RH+qrfoZfoxyGPk
zvZQtXQd1B>>!J~|?*nz#(u!B$r^zxclcNA|pj$qioe?ZPV`bp}n|GOif80%C{MXd@
z3R3%R`GcY&O1U$>EbWMjX28F(<-IA;=bd9qh=RJl^{ply)0s9ns5})<i5JT-%P~T;
zelJE8ERT0N1;W>}6r}pOPPNVoMh0&|Ur|%BTab=LE&?t_r9B7HU|2Qz`W(}~{EFe)
z`J2~ajAsRxWACDD>5D+QD2UV~Fok(T8OUx!cN^*_*pzx*McatS=jWi+w^RqaGL+39
z7sfrduD104Q%U^^xj?>Ixn(}cd$%ufWN~ZK^6kMNl*L0EgCJSFH(1C?DB$pgi%aS4
z$!ibmm9&aV@~49%=^r2~sQ^bXbaJ5*O98O+DQsfTjTdFl1^Y4**Q<}VkP2*XT#=*7
z$=3?@=luU38XRQ0czfG<@veUya`#|hioG|TlXI=d{&|nsp*Zdv=EKp+Vlgm(;{+37
zTwUs$Gi~DYQXqcb&@JYY$NNxOLkSU4nUpbzBjml1_Ag(ODB~y>;;E9dWp28KsqU$E
zknSIsS(igP&q`z+GG96gnl>vzvSnVLov|)5D!nW3;)Hd*xdk+W2V|f8FJ&OC4PEWH
zBeMdTI}7D_^)5BStx=&E;i(yZDNBHB>)MOjmoI+Y83>c^O_p9O?9sB@?YqiwtU#*)
z#;^$B>`G<Y(sFgw-1#`ThkVa>jfKP|kj!E#YOSF--_Nm8(f(6XfLL#WnBTHD<MNcu
zPpJAms-?FIy|A#Qp4NBWLaxNVvhw|lDv9JY{g5NW))<e94c8I+Cv>YT?$=}T!+#+7
zYz;lK1`9aU0ynH~9VT)ua364jg!l7dpRdF`ti(g^C8*yy8g6HAx3)ejY{TgQmD4!$
z!zu(6h%ne$0WSFiWD4c(<}mrF<H&G1j(sa|h?n#&P8+}Ml^|>WrTB-&1`;c}>?^<Q
zWjjO+qchJCgWGPxNWg`RXNF9=H>ETK1&z8z01^C(VO|Ig<!9HeTRV055yZd{c+H7n
z-;vJZPPt6ArDasc2_w>1*Ngt7X33~spWA%lw2>h3Lm7P2AtdYi)4>l9Is%1#l+K`H
zs4vLHEABxMwnjbT<1Wunhgc5Fs*cE9mMfmOJK6lh&l<k8k2xjg_B@eEb<_Jl>iA3n
zabY)!P_c5<-r&skh8$<sfWt7xYy%Su3j$!?!>>iRI9`FMFUfe~!5RlXglH>g)p2(1
zK|QXHA|LV9(k(^!Zf0AzyXyt8a`~(vu~{FK7059TSjiLgp*4RJ0D7fTA*xJedpp@&
z$RT*0zh+3%*jLL_0`j7e^MP)AEp`Y!t+%$<ikm53Z93|NM4reOmf2W6ZK_TX&17$E
zzH{)M+qBCsd$#Smok?9!!a=MIiQ)eZ#b&R;$r2nbF$P8%h;yAM^r)in@^gz#Re!Oc
zn9kmt6p+-|tJdAogaI4Zg$+UrqU~@|51d3LKObg#w&d-m7CTqmOBfQkVS#rzC32yq
z_%!dwAm%O>+7NIj8>SB~9bP2^IqB36<XEj)h}ML2Tl!ClSxJU{LpZiA3QoOU;{Nk4
z($-=TJ~vZxn_oY6m5XTIw_?rv`pkNQ*DY`nnqay&Cj_5OS}FaRu%;fP6|lm|V;OPl
z0^F*$0|uB9=Jh2f!$Lgbd2ODc!l(9=ffJTRv^fd`WV@M6`c(-jVD8QOyboJ9mF~Wt
zD#ql@T^k}#{dKto{)i@+foIy+-0=)RfIeN*N)hy)Akgq@aA%J}9!>gaLb#iUa#zWV
z>CN%)T#0AZg~&3?-Biy0HTB3zz@A$T=eX>mCRUZ%ykJC)-Re@eLhRqXo^s#UwwvS*
zh)pW!=TUt(ZR&`F1NCv?s?4)iazY(43j=}p1CeqTHmlmjjSRJx^?Tr$W<Zk@G)#3L
z-;)G$H1cOV@kwTWCC|T72l>!e4PC)gM{iI41!N*rPM2k#wC7Rxi8T?Wf7x?czWHCv
zUWnyLtRAUW9{0;QiKO18<)a;NqV!%2&(M3Vhn_Y5ImUS9$5k96um^mXUf$nNl(+`F
zpICC^vQhcT>JpvxABbY5tC;e%QS(hc8EhJV73igs=fzn9GrhmlDzuy_z)%An_(dln
zx3~iGL-(YiG30vex;rvBSY+suNho(*#)ik?7miI~(kU{&7zL0g3Smh2s!LoIIn3Da
zZH(y)U1zt~#A;ZVj^A^{FEr^BK+WjmL;=xmRK>le3T*T<sb5fD(-!}#m`{)sX6&>P
zh?)kh$4Asc8sH6=uS-C$X!mul4Z6)kz2EUbNH!nSlZ_Y>ND=ommCknx_w--Fwkf;^
zR~U4oXE!>Jh-AKzzZ!f{^~aM{8kw%o6CY<z@v~iAG|<A|_2ZDM0VVX(N0u(ADn!A-
zjecu$-G1wnRq54%+;u4nl8RP$w0&-e2T!xon*hlgCdiUw=ZIj{4q;Q#d>d(_GpUYC
zzQyiUV3b|v=&5lTbIH?mob}7fT@dQJE^zRSi8;<MtT2&j$ak^xpB~>&US5dJ^2oFj
z+*?QS5+GeeGrpvcv~Vq(Tyn!>g_rU3XUDV*z7F7BH?Wtq1`CMy^ihUpzA<yY1+VDs
z#ew8J!dM$x00nlzv1_?I)uid*UXu=FKo%_Pm!mWAiBhLV>Wi;R<blw<K8sf;wLFMH
z3PR-2yXj`cv-R~Mb6-E0*EZB2*gq?73);EI@O~6mcatvixb0|>i97(f!V0Kvg#9Jv
z|Ab|yjPCV$YS&!D?%w?0p$qygw7Yw(tvnF3?~}iduC6*CqS>}!H?KrJE3v(?R-M}8
zETP*)`OH0F7t<|Wcj*bo_6aUlVGg}~6iEkWhBYgdk7uXMPQk`^y-US6b?>H)?mJ|u
z#k5jJlm+GlE)8d#iUiR@$h^Sny(1gsAk6y!@Tw~(U=_?Y-<4=RYhfLb(l*i4e<wP4
z@MGZ(CH@D~JwO@Iu|$@r*}<=xNV}8GXUj^L@fJ^xWe?bI57fA;T?_meyCmBmTdTUi
z*UmwfQ;$$7J>PFgE+?F5`_LD!C%yWw$Z+l>HkI1)-x{2#?kUcSWMWvX+#|~wv>aQr
zTeYCXt8ITXIBI}zjoqdGVIbtM9qk+g&gZX*f4kfFB2rE-Zo&qu>OQ1aHPuL+Q*Hdf
z-uLdpEqkr&Op)}D=;e=*+Y|xBv+rW6^dgvc_v|kbl-N`PIrx7#aWB+Ny-8|dvogzJ
zo<&EBBRt4Nd-+o|pD{(_Wh}^mz1d#Bg*}6nc9U$i3;`jP$>^^LsTJ3cLg<jnKagSZ
zn)pG%SaYS%j3oo3f`a|2vc`OpNok<HZGr-w)sccC$K5CL<xy@RxhBB(jX}?VVMT6p
zj((rmC(ZX6K24nJ_*wg6CYqO(0$@8jQivv$C{>N<7?;TywNiTJALy|(f=w2`_!?~Y
z0~d(~Asnp%oE?3OkleY}UqoKAtf@-df@TiPhO}5*LH-r1^PxI1%%C0qfu<YQy79&;
zQ)mvAT70FkvsT^T7$g0fa>JV+VXXT`YxNy*H4;Aa(KLJkfH3ju$luLVnT2&|pWk?N
zE`f2_x}C)xs$s6ru+&eLIXOc{FDslwDiCaA064Q%?OMK58t)G)%eLUJV(S1S!d=&|
zDQXd6muOhl76^#}b0LgL>9k<_wcFlj>ItDWlAhu6&%D#RA5}pl0^1d#oQ!S;!tu$n
zMbq7>R7UbsoN%)upsv$=<)|-urO8SUafzb);ksNy-;(HVrg~f{+6qz)ZE<BHh0rk6
z$IF986PG7k<*wjHHl)?(w$w%{+RWl~udqS4Vi$<;0gfHPe;}z4LO#76K+gVf+yalH
zcU&mEWGG2<gnHNY>-LeY<b>7(QmLP}ma)5lv7$m^!tD~u8wbyh2JVD0UQ!<5E(4Fo
z5G*mr;;7RAy$$dohl!T7bZi%tEC;0~Ku)2jf%b(HLpcz@tOZG<doPlMfvWEh`Y>6B
z6pQ1BEJtGY4NzjhM!W;lE*sHuzWm?$CjsiI|11Bc|L_0jU?O6u(KQ$nP$Jwd4N!zD
z|L^Ww|La3J{!RR!Nt{_%Q2>q7t3ia(g4}V3dQ)=5?NtC*Vru4g`3JgCD))%AeLwbc
zkRS_Z<rG)$Rk+*v2}ib;3-=gLvkancAc9F7WWf7TP6wD<SdS|Y8haRO<tGu@cb(C*
zP@mPx>pTZz5?m2OR1-c+i?KRT9eJ0thQLI>@$)}v@~<<5-yK=-HR!IQ98rL-z1|<>
z$MpJF;1ert)M?o0(s^LWEHnmu4td#eIga@i->|d!*~eUlE<7b{qbk^x=Sc^OT2sH~
zFK3LltlC@t@bPegKKTdIBP^a-WfgQ&G9$9gbe3u^=xmqM*dGE1g%#qCj^-ED98rlA
zK6epzZyYODRXgV<mZtK#%{?YZ%w9P|DPG?|kP$UFwR5cIuXmBfG~{q`<4}r&C@-x1
zAwLw?kYi#Ig46(tS%9WVLID796^0&s`CSd(kXZbX%uT3kwE1e$=~uXDtM~j>Md<b1
z#Nr;C38Tc*`qQVvZfpR~<wPjy8@YiP)t=v$rP5fHbYD4dDEZ8fJ9=Hr@K5&N)kXg<
zd!R3@{246_PCi~2opqT%Mrp5>$g%Ri;cm#t8F9i^%^c*RpQQOxgYmfSMD!nVTyi}{
z96Z-eiVBhpQFYNSFL;<P@a|Nc5!v?qs*nH^Y%YJ#a?%F-y8)B-hKcw2k8X?A$H@8W
zA5fR$vW>mFyvIxgZeS-%0Z@7oOz@3+)c<%4sq4=kk$6KZVkL2<v3ADjLaw|0yr8MU
zZFW>MY}-%ASMQ?9cy_?W%%KI(^Ahb2Pcp4lcQP|4J`=I{_3U{Ua79_Mms_Y_?xMxQ
z_lvjvvW!LiSv&)nw2KK2xI(~F*w>JV4)azx=Q2#oF`Xz~ud2PjT<KY8-n#P!ArbG#
zOI@eBkrh`l@9FAw1Wb62l2y60tUIU!=5u^(19iA~@m;Y;Pb(x75tU+M7Ah~Z@M@?R
z2zxY+UaCcJk@Rr)U0XR%+?DhynmZZ%15?fsSBVv*GLF1W_YXWt4fUP2y*rZAUUAD~
zy!Z}`efazH36lUn_`p)zP!!Oat-h*2Hq>G%5H_4=%;E>&t&V3KFUzw8-f@OnC*}%K
zfQO{js96kcf2`Lg^mN>3?dO5xzWTdkz^cMsorr~ATFa1qGm;nKY9u{pOPVI#aO}w7
zx&9_6+D$pg*kP<X%B^WPAcEparWg^zT1?=2S<6@QSA#DmXV_S@^(2~3Z}Glh<l7m@
zsl~P$9mYk1`H<ekunt#1akq7a^y_qdSI$d5;)bSp^qZXVeW<zQffbHHhn1YOmKrP9
zDDy>sWTwm9<o03Q!mO3!?-%d*-R?L~q>t!v5;f?KvSUJ-0?i{fXzVa`12FU7u=rpr
z%8~n`9;bdpO`z~nSe<-@)OXgihde{oCgc_5TeL35D8@in3z$h_Kp$}@{8(D_`ajV3
zuIzuHJPvpTri!UccxlFW1sy_#5Jvl$H)_S(hVZQRv5S*GFEiqM=BZ!KM2IAMx)7G0
zPPlt7*ix*=GYowThU7X1Ko3Umcg_di5R@dyOs(A<-yF>jjA|^*L(NGn5zlez$FQlv
z`29wWXjR5^5n3$}$={)SL1+q_E&2~9>^B7O4<wRHYnT%XAR#nd#hTLM(awM@T9XJ1
zL-B@}?ot)8Tjj0dT8OM`?w>DlNe0I9RwoKvmk@gvZ}5peh1>TO1s-W^E$%Q&dPr@+
zd8)UdO}NbvLOt_o<8ze=lw)OcY%${_94kZRsDUhh#_cl_k7!6|Ahj_5Jpe8lJP^9^
zI*#_<6>|7`Vhs*LJ97w9LF2pU-?KOECKs77EY02j?96qs{mAn)tJ>6SQGJhi1Ku4t
z;Xxf2JdQ81%M<(6;=9h5UPYdw-zr<bj6R^Q8p4178a5wvnq0{X4eK;D0`&7&O1%F^
zq;M>a0`45&fwVdLshDJoO9MP$gs9F0<&GqBdaM3IenZ&KLAN)5x=4aMZ1#;=n6!rZ
zS=?95X~b8EFhZ)Gt`y4cmbQy=L5fRx#NicX(^>Xve3bEUs}+)+DFR-s5UK7yQn8Da
z9dsIR4R{0*kzdLQI9~+#qYrb82mP1fn%RJD_(Zm)bVAB~<5tJMDqA~8*%i2g5Bete
z`9C*D@R1-!l%M5|1}k{s&Svm9Rc2M@N%Lq`x<$z@{+FO(>F$MYarFwB3xF0D=#30=
zK<bS)U!+g#aHLu#%k5Bar&=l|&p8>oONh@0*m}n*(*L5Z&8YVDiKPnl7(ivW6qTyO
zGu|<nJ1Ar0bhGG}+(c3H!{D;hL;UBYqj_I*?*CAvSp#$Emdh4}!rFaw*l79B>VqGb
z$2^B$u;_4;r~{1d8{R_@Ki2lNUabsiKCWfj?c^nhmIJ|En-+0ctXdz{jW5uQ>F2Hf
zT%Z!R-MqjHt+<ZuSC~zrvo5W<hu3@W1>qcNI%}<#+CS}*V3|`COQ#{mI}(@WylCsd
zK+Ad|5IyeM_*+VGdX$Vy!MEBf=_@f8E!Jd}8pcJ+4DSCeHjNTjaZ@T|mKYbJKSwVo
zLD*5!h<s9N*y`dZ`R9b{_h<IE)%V@@v6ma(Cu-W@=|3LJ<PK=ea(i7ca-(CeGLX%t
zR7znhH60iA?leYs7b2{lq%7V+6>CSY3#gAIoyFCH8OZH-$-&DD9No4epRAqV(LVA|
z{>;~iTwy5lm}dym6lF(i;Rt5f83s#&Z|ok#8Nx8FLgyz+WKX8>N=|Rd?SIZVpI}We
zKIBSa(?4YT33;wSzDmlYs5uuBYF0xsyPB54s#%l9FN6+^ovpmWCuYp=2}an7J}Ktv
zGc}6m*piMU&jEM6pdeJYsQB39$Cc#lZ&nh~pY|9hldfIVjYW*$#B_I{y!$nHeqi-o
z$=8-$Sr3fJJcDako_i(n^D0WMd2<kx{l>2vSGpgR%TIQ(MNJ0k08DGp0QL4L(4x}c
zhUPe&F?We$ab~}~V$Rfuc^H3B{Q3Cx$Qw&pqjCWl;Id>#m>{K7bPyFCsrQKOCFICE
z!M?1-*}2<!Q_~GUHYV=j;lZNk3Ft14*|9Yk$uxBXk<?`?-{7C#P#7`&K3!?vbos@N
z7fcy!S5I+zRY6I>*pC&aF#2h#Bw?rx&X#l;6NbNIqA1`J6=o-S@O{TV`7?3Yks<IZ
z!{j!(6$o5OKa=R)K)}eiq!-e)QBxQYaAPhW)HEj7tV(>_x>;$WU6so>ws4=2<Eq5T
zdj0M~{JG?L-MP$saPOUF4FaGO*(1umMDM5(pHH;!=s3;*Wz(#3MHxN=znyiJf#UYH
z*^bOYd5#3p^1S5??vPDZuZ*jjNT2fZaMms%Rmh$R@{7E37xth-hDXX-!be@+9})|x
zlxl;|47IB*%986!V??`7JX~J$3A$a*a?R_@eN$Y+$|8H~Vb?v$)2FD7=vHGuka*O5
z1wCb>3=IGFNv4?~fnq2TOgNx-E=c_Y-CM;1n8hTyaCt8VQ@Ih-EJZ%OYFx@-<uBnP
zTdpGCc1{=pR%{kP62A-L2hn#SKcM(diaPb)FqMe_Yo|*lLipQrEG$YhCvpiajun*;
zRXhfI*Ol3$Z!H|ytq+1wp;HIkz&S|*7PMgaA86<CcOVk>&(foHWRMo*0D^I=I_?5p
z>ec4gKWb;V3}-~m6=YoR+*^hDI!FZ;nF77Y3DgQ8e;d#tNEKQRN^7(ECfO`NEjwq{
ziLc(jU$rr1aHG@9O9qq}I6WtQ5Vw8{Je*JEUZUS0T5+fSCy*KaT)b064Wb3&T$g6L
zO#lH&HwitdWq2iXO(oj7*j+n!mA@ftRgcHzO~J@%%J?-0P~usyPSkgDdPhBfFjBLS
zT+zv2zB#KO<0`kXFp&Epl$ob7cDlFafhjP7OYjQ^z(JDbrl{}f7tm7yUO)%?59}-8
zyep!6v4|Xcx9}28-T5zppUTTXsvt{IjAyCZ<z(HWp<?iP<D#m$erMI9Q=W1ktdM{8
zT^Fr<)<o9Co1k=-&lD&65T;_PH50zF)LHt@RoHBtYV1*Pr|swJDyO?@UWW88A!ltP
zWM47<>^mTU1yx0znRpw8my12~i>nR#B>~7pmUN!SCQ*h&@l8?LNEfG_vJQS?_j@fD
zk#q;Mo@W<tiM`~^>cTa+2+wJo_ANac`)!<VRXh6BJ|<W)p@%_6<~*}l5c8JI@jKuL
zWutmehFbTcPQtn%>@&(_iEdx$+tDr-EA2<Gn>v)xZ;dE<;fEUbV6S+NQEdnvIBOKi
zSJiy8S(#<zudAc`Drtg`A5;QfP}#{JX>maNjoA>{D{Q9_Sh6@?^m0J{KhUMA4j^An
zQF&S0SNK1?T?)p4<;t*HkldoyyluXy4HHMV#>-6|8tjq}V>!p<i%!3Ob_za8fsn7N
z?>GnK#n^%)EnnS&`OG|8y+-^8vVIw1KU6(G%rpolY;epxrU#2k{{yv9pme=rH8jBh
zJ)<-0o#wK~ZSytb)B3nvTTQv*Y!2#<nR^t502`XYwfgK^QI)F3b;PzbP1|{(`4(p{
zX1U~Y#ro%-=fE0KzmNfe;u&LFna(Ab2;Y^aci=Nm4aA&e-=;gw-GC^h%eD1OhLsCG
zao_d%!m$Ny$zmpSx5Ll=Sv*Cs|1@@}eRfvU_#T7uPUNNcDK9KO{dIU@%w;H<Mz@44
z7cKHN5{~eg)lAdhO7Y~_e&cbu-ajLyxjxYbHJ{zqw%F14Ar-$Hi06PMW7OhY1xJ#;
z4Ry}OCcEn7ao-VpuK7i>@zyEf@9j6AxxRog2!Pqqtx(8IZ5Sz->}5~nUcqB#sV>VO
zKSsS3OaTIfd)Ctn98I#XwR%#UZEnf--@2Gj<(gaNOI~xIrnC!b=k`s}IkOIoo1(#=
z1xyb*?rn#LKH13DIJ`mQ#;zHYptKUyB~%aYf&-C1?2=GyQo)&E*vN)MtY*QQUC?=s
zR4qT(xJrC4Bd;X*k3kEZU<R2!=sdX(OWTW(Z<IjwewO_!b1wCzL;=@qx7K~-vEKkW
z`1UOboRj?Mgx-C>%74M=x27?ISZ|S`AC-01BK$N?rdbx<YKwEgGCPgp+L`yL{>9aI
z6fZZ{dl%fGj1GDW_3+brK4ILd$QqQ}^l`K>#04VI?z`qcBUP>ZVf0Xw*TeDkC^GVU
zo6@M!Osmg=1b5)=m0L_CWJyW($6unl7n$?0@c<G54h3%6bZ&aTC^NyJ^E7dLGQrx2
zG^%z~5xTl+m|f#QKlG>%!nJq?hw%Pg2O%#3$3od0J&j&{_Asf!2ogBq%7X0%B87ws
z5tz=4h*iJg+;|BYwR@KqY`6ay-iWE{ZZ|PlW7?S_a;*H05lnwHp;Bo1Q%uRezDoQz
zb9Y0pP{H9K`WpC$Z};5NjLX{37~;(}XbNexd+5jb&c|afLzkPM*3A|IC1a}VLtA76
zxlREcMwQYs2c&j7YY2sV(P^`2aIIJNmvmmK!)O)5o9K2;=GcYdgyCc#z<+`lnLtdU
zpVM5nxh$_T^d7}gH?`Ykrpo?|mN+2#vznNaW=3-OFwBG>M2=Bjk{u2J<;jnlPHiUB
zh%))SVFmk0)%8q#j&jJu`NU5Qb*nf5G!TBtSM%|XM1RsZLf8i_L$rG_*|)<tbawk*
z<rsc7a`CLbf|h5I@cUn<eqY@GE}bjdf!62N<L!Vl{*jElE8W*F-KWni_LuPi6ETLu
zkGwUC;->>b7j~p`S>Jc($@&tXBW?}W_|A7RPWyG*e2VfUoxmxQKfFgBKSL1*FiC4N
z){i8tjy{D5^>ZA?^2>)u`wDA3JxpO+ehFZo!I`b7Ls~Rsx%eFv=%2|)%G17`883JC
z$ZJXs|Ds<X-xAE4IwEiHbL(`3-T9x2P3mWTK=k)c*!Ub;GsLb=g;<E~v=O`g7&SUt
zQrm?d|9GH`uhE$}uA<lidCL;1fnEV3L>RDC#JaSDhcVfh4zCVUF{A1Ar5BMV6@IxQ
zERs)VCd^_5Z$VVi%h~V?D%c1}HB*NP`u1lx6^d1X%5<(?vR%Gax63ugH@Ye6VzJC!
z+Ab%zfryMmygFzDMy0nc$R7(zVoVaLXEk(ebG+n!IsSQMFENWt!%k0;o)F=981co>
zt(wrMjWT)tyg!=?_PK;@W)vlkvfi+EX=q!=6iv{=H{Us6zHX+ZsU@AZoSxRZ*m&Vf
zn*k5d?PKt)2*h*h9gY#b3{bHLcX7LRfO^gq6-#{ve2GAMKaPRw?oZh6w!QM%o2DW)
zi^t2B$=_iYXW_NIW0GF|UGl7?BNJ03^&#-*Stx+)ISVv4k<D?0f-2!mJvt{AkEy18
zowRbryr%Fc*9<WDAX9(deC7yrD5jxX#n8V-B>~Vd3i$VtH?S=mv<{pA<p4Sq5VS0a
z<FO7H`CtMo>y5!j^|!=N555T%OcV=4K8r0vY<C7s0p@kK!2GR0FUA2*3`ox%512N2
zdDnoL*{lU@cQ#dIQIiY>Xit~Tht}G;1H-+H@$>pcc%Fp5qLvVEjaJ4Bx~e-oAeiDB
zM38K?vJp}R+|8yQh20xbL0GPCZTZY5bm0mmm!$(OK7~9mJl&|iHiSo0AoRi1Ng+rl
zh6|wWU!`SSSzYWq=T}xH#NMej`SfAXC42iv>%JFSy{gKotEdG`jX?zD6_y8cp6vQ<
z6eaxUfZOh6_v_R|`CAS3pyhJG{jmh0tevOv=P*@EcsrsLX^UK#2Pj<qzb$~z=^-x-
zt2|9r=l7NS)H%_@bk_XQwBQ^omvVoDAG~XCrWk;F!;$tY7%rE@i#NBR(t9S8ho5bh
zWAQx7EtjS9?4y72J`c0iU%!HT1X)g)<=<(@J3gv+56_;`QC^zW8nc4BsxX=U=;2^b
zzaN>1lNdrwV^$cR$pS-((Uk)b1}U<_>Q$W6j9fP1|6%XF!<ziIbx{x$5D-Cni%L_f
zG(lQWq=|ryE<~k+6s6Y)i1aQXC`2iuQX(CsgkGeB^cs*NHKBw+ig*6j+Gnq|e*4~Y
z_ImEK_dU-&>kpLhK=OU_8*|Jt-tmri2y_(s33WZO_IXsQqGsxNv$<=x_fd^&)*96^
zd_ozA$LwrDKeR6-@Te$hxAk4+?Q^}7xc;m|&H3%!$rmf85n_kwm$OiL^5EV;t^i5|
zNVNj+rV8dI8F`k){c%M_G80zk?|+k7TaPXKu#n1Q!9`*7iTny`y@MB(YITd|7LHkP
zi%;J`BO_V**rFf$G2s{uv@cjEsyKDKZX58~Omn&#ef9oCvtj#h6O;csIoYHcQl-76
z3rOD~Q)y9X=m`tJymfH$-tkfG`(byN_j<2G>3dtADC6#@FDRN;1;S)|KR>?o?Vw6K
z<DK2UyQ1F{XOx%s{QVt&vMbzS=ST{E7P_ebFppgGh8Qx>I1XgP?<>>E6s=^o-Sp@{
zy+YrfwoF8f{4aJ(ZIhbhb@b?s%gM&#ZK9Y{hSy=qSok?KcK^fa%d^Vs^$mtC_`TS#
z8Cj=2G3zEVjh`j6i%0+r`4hnveicPaRwZiVFOZ6VQ=BGm^T4){0$XaHbXRxE{j#kT
z;-y!vJ{xQJHjX2Za$Hu;Y*8cIMh3T^o4z;3DW9(Xsp%hht;6)T@R@A>FR7!rTT@kp
zqwE1%d`L*s^8VM#*R{C;lVZ-o1TY3N6@Q%&2+-j6b?5;axP+XI{TlMHf;R3Bv_j@r
z62N#$u}*rN!IL=T*W>No`kl8t)h<ike#kaR)cm=?`&f_maejGhY?AJ$8Np`=VQE&U
zB*rf%V)yyFg}*5tDt@?6ZxG8jQ!MoB^XOu5P()#9{*AYF2=Q_J(@nDd9O%4-9P!ix
ziiXuy#IgK(1d+9ne2e2He3L_poZxgsvw-Y`^AKsrB`cAq=pEq|EQ;HYzs2;%n=ZLD
z*|6EJ`x&$CA8rvAX;sXM0u`}FMRu3G5KP+sk)1-uXkruH0cEMxNtKS*yO+`FKxJYt
zX?NelNnX+EBMX$5+ig`<{5kMLzbTFsoneGibD%UL1_Q8mvmW%PF2<hp(iOU|gY1Qb
z&$FtSV8YtJ;zydxH2HHGo@)~DZKV~@8DvrwH{#!e(cm8BaRl>Epp<hhP!u1oS~g`^
zXla>|b9>Y510zG7jP8^r-5uTY)`ADQV!e*_Z<)ghdUHosmt-DJ#h{7C^jpY)W#8Oo
z#H0q<K&%OYI}16M*f<tLF3&dyUl}7(Efy<uSn(uX{IQ>Lb5Qnuk_LsgsPFku&0unH
z4~(l48V@`D0qb4o!d6x2>?I#J_<}9!XQWt!=94y8T@C?}m43x0{`rV&aq?VfSlcYw
zSmzi@=iwyEcExbXEyKGq84N#{iiPc(1U>_SQXg26TY1Pj_`*8~vuCkDTd*MB<@3Pu
z!;M15*%wbv)TcGK4aF~im-)&cITzZ<@@E3;f`sIDk>rQQ(u}PVmsy)=Q$Sn#@VyL>
ziTSVdhQa7VdzZsHNl!#^ZU!3<2Kr<+7fl%kHtw1%r;L2_F~mT>L=!<g9GV!YH7tM`
zk07&6^{hCh%$5|oe}Ru)XML{83HRgbrXt0@v$0=#>o)C%dtEvF>UFjlQ^iTMpXHT)
zEg`XP4)Kct<tJwMVA9Uq{l$xX_f{>&-GqL~(~ryOKU2;SN*cJ=J1ICmf#u*GZbMr#
zsF**Wt#fF^1^q#WOVQv6OXHzG^{&EYT65WM$Kxt05X9MhTI0A&H5ipd$QGk=OBHZ*
zFtuUUOiilVnFy+eV9(%=`Eu{ifTCj@d=1N&tGPfr<&}|n^GK@X;?q33Y%VH>?|z&-
zN>$q1FH1F545_;W<JFB)Uuj%k2xYqCToCg7TD_`MCEM$9(f##)6r-=}^OkX>nc0Jf
zg(DWI-F;}P5-A%jj3>acN7cBT5KMwKRK|llHnpaPCyTakByNy4Z}DDL+ctsvnyiAp
z7j1&-282q*13Kw4Wq8_YxIWXet4H*+a$H5Mzb@wzqOs;N@p>S%X-)-e-|EI<;alBo
z9-C=b;G9^d9m-`mr>%9;lIPpk^JF&ck+IB2ql5;BEzj}vbWqzknQXoO(=Q8q7VpL-
zB{CY!=mY&Eie;Ko?wm4dMTC+?$1BA`sLLk??Cq2)($l3Y+;if8Q%KLuMHl&>CN7S^
z7xE!z-;YppBVX?K)M2DoJH-b(44*s^8W=yLS_-=uXoDwU1(vcuGakn6+%cbGaVc_n
z-R?-~ntvxvyt7VO);bmtHHgy*?g*3Q*4e&72?;kCo@U)_HEII#<-4NR@-;CD?#kmj
z+-~jSC_xs)3NwS-;$#kdx>d$$;ruU=xgz+qDb{ZO={y0o_v1egTM-e#qWI5?8<3ND
zrNLPzj^ZCbwHd5;dc-KaJHnFT6!d4A_FXWA=&>XW0!@xt;5)Y(cI&0UcP)mIYf|EQ
z9-+JJPwitD+)oCsM%3D@M)`hhnE2S}My6Q{Ob9nqz4fLu)_Eq>i8TG|&~10ypDh@i
zyv;hOpXI)Aa?@GREN9slBtdu*JjQ<woW!#VP1%&ymGO&<?QSKK+t#vISh@urc^y;l
zCWxmAUVTo{aRxAV#R9FcsE(lE>9$6d+US+z;Yk+(hYzL?ZkFs)7%7T)RLgHX>pY8I
zz2$ppK1+T?pUI~!UbN-Mhx?M@Gb1J=`YM3u!rw_?0!Ki<uLfyW8$e2uVuxhZ8)!r$
z6e|KMx*VqXr50I1?vkvPNGqK&BYsc)bITTCyS2!VP;>*_Vg8uj48FhsMO(q>o*DB{
zy-MZop6za6*-VEEv@cj)ZC<XqcBk#KCHT=)w~uAQ+%2&M)Wke42kX<xv*p&3tz1<_
z9vUtlUgvrHK-#aAV`A~9cu%dK<mrX8eq3Bof0OlES6e*}O_SVms7v>rzv8CKGdajN
z!p?h>RVgBCmM-2B?XxNWF4%h)%rXv+GijTz9tf?3vJ+3G+#Sx@gSDDq*6&~Hb}KJ>
zu5p0^?$dW>E;<iaa^_P0<>iB1zO5rCzd(B}BblO`PfCv95{7L9G%$^PJWAuoHZ8L`
z%;NS>%!y9XQqoEI-50A#u<t=ZDQL)a`O^5yKm`}{r)_b0ouWn4$2ARAj*{$hoOdh*
z)!WX<thXHs?!nUC-B|865p>24hAWGgJ+N>ld>vC-fa#O_6-6WFTkt)oUlfH6=HwH{
zU}4N$wZ}92ob|EvLw3|gZguuGE9l`UXDZS8XcQkqxEW}R|5#>$?`%7~Khcx;bm8LE
z59Fi47B(1P%qz766ycIo%v)Rt#-4bg1*QVK=}N3$Fm;7E?<qgst@hf9^@u)>^bJ4#
zCh}gcZpD;|n`K}naiF4Lu~@0*i|3^~t}>364PM?uVr2L;(zzi`w&QEZ6MrWN>4HVz
z4oPpwRK8<NXwbpK(gTSUPgba{tSGPfc7-lcCsaG`^eLN1(>^Se)FDag5Cj5a;daDI
zW`&RAKp>M-yfKDa0Edk894M%ib{qn{Vk#)`9LTb-l8|b2!6W`mFFbc%X2y*Yrx^P`
zNX$=32vyOR=ZWz%ym0N-`ZdBk{vO^8>K87kNkGzb!Sj^(@+?*r`dAmjeB)Q|Mx8Iq
zT-L9s@^&xeh|{47l$0KiJ$%o!mJ>~!1^F8?xC6E??F7Y()`BX!*ajj5Rl(7cFs0Cv
zg6}~~e)V!u>tC39NCS%MkFtzl)}1ni&x>dur>e$Zr=Xg0#uSq2-O$tBL{-e&_M{H|
z{J1fswHS`YGQXmfYFo4ZWsumRapOZ$Dat;^ZOUUovJNxEt>~3H3C|t4(4zTi`qXYU
zFRys?z`1uU%o8DrfEK$Ce7Q&PcNjI?Y0IQzju)T%X}!w4Dx5KE_NBi|?-jqQUAd$g
zS-MBBvl5mWLe)sY1@P8)P+P-e249fuP;Ehv&Y&pBT!EVSa>9AyvxGMPpo&a|=z1{^
zp?osJJ5T&`R{6BSdt%qp2bz*`jl^Qu5WE>g*wvfmSPq>kHQ7-+%&D61)MNgyWqK%5
zAPT8IC*+=Htl8{N{HAcfL&F7H+}ug2&^75rB$25CV9`oYbU&o5fOJa52!z-;1Tn&j
zw1~um2fAsCR<_SvT9j|h7yW$sOqPq6?=G*sgF}vVD16$B|0C+Enj*Z}UcL~&It;ZR
zppBETIPdfgZDvn#7~jt>U3lhweHjzz-5ws8+#}N+5mbWvvSnbA{3ok^xYb{0m1$-i
zEASM#BG~%$m0Y}HqO7FJvwPmjH1}cl>zUz=DIaIotL>k%-|3c%7!tVGcYK=23|7~f
zJUU-l&;f9J_SM$8YuJ;W(Zq{SU0uD5Gsmc-yKx|{S8-#wd-QadBJ|3QvUFvGnS?o)
z0Nn`KU?tyabXEIj3;n07TrIufbe)4hG17if)dL_vl?7X85BE@6i-wVzGv2svv2sl}
zT<yy{8g<l>k8XT9qo~;jzYU=TzBO~coTIszzjq^;yBa$mnS4dki_i6f7f<(StnqW#
z>bUC!gn%MvPw5IOJtte4l%*zjA)EQ};(WxnVI3ADp_6l2ie6nudL6wlFz#!<ir0|8
z=+QnzwsM>)*8Y_XvhgBp&KF`qd$R8x&P1Wq?>%D&U9mv=^K*xKUlhK?=TYtC<E1cO
zPf_LRO_{Xd0cH#6RRS-$gOGyc2LmwCN{yb#g1>_}vqR?gHPOd3B1`%{zpWT~%-$`2
zMWS)|aRPG*w?-)Ixs>kqAQ(1`OwWdqZRNIZ#RO=huvJA1F9Tk>T<uVs&dNJwcQAF4
z>sN#S_yW8W6gpTz;<dwV2?i&<^&TG=v8`}saN)~(t?i-ha>6!Lia}l6EPmxlU(F!R
zjv<lRgRH;PfxyZ20G-6El>}y3KTulK!wun25)=Z3v5>G}@%2L`yWGzk$RMT^Th;HJ
z+*7n+?BNzPo-Q4-ut7-ce5BeLeBnZ$*dj+O$w1Y*^?1h0EB}YncfmXDoNVqTMMe2$
zW*TBAXsMaiA#H{+`-MAH#G7OLdKEVHgYp({{g}IFgetO<!uV@v>c@d;EWkM(P-g>q
zKHxW6QzSalk(1Yhp00bmDLJdO%GabQPzu_eXW`Apa9bB^G_w6IGQo<g%u(gSQpU^l
z1kSFq(TU&#7*%*}XJ(OZPX<TqB^8rRaK4`8$3i#T3q)EI_<oJ}7BulY>oU04SZvAX
zDI+%L9@7aveSTZKOM&J4Mj8Vp>Fy}w{re;P`Z7CaquVUQ9W7jvlEPprQ%;m#U8ySD
z0~W*lV9#dou8&A@Lc^~<h(yX?vKOn{Ovrzj(cIy^Y?L$LcJSs9*~2sqBcFCF2_DQm
zInaW5$?Y=!Dv&4G8#eQ>EKd8L`t`G^Q5lb4A{s+x^Egk2ZfjA1<~A%-%zJzY;iglt
zN~H#`njrSURI-@6k(*R(6U3b#Reg(mcAq|VFwh9>J_k%mRsel(zK++~F8a^{8UY$G
z@~pj)iaa@AKE5STJcqYOn?%kXntgpSt84$vS+(dRMKeRxN={+8-JNOEq@+YjR>}kU
zzt83ag_hva@UN>|`b%}FNuQ3xDW7Pf?qm7h%l7gOz4~mUH5a`q8fl}2)eC%5Bz33*
zC(Z{=!`e9FRrE^m+Dqe+^_J+K&eG9+IE$5)`OJr-#hOs;Pi?MkPO5<=bx4ES72qNy
ziOfH?`Qg;~Y0E*QZZ)G}i}{ZCxZC1PA><M1L!?AK_?-(=uZ3He&gHI#NQQDU|4MD-
zJSL}Zqsk+QY=sNR_<b=6$Wlc_)0}7=%e8H4nZA5W-NAZ8&ZLFe*woi2Z!hS~I&X79
zpF$@Ml%=Yx+vn*y8%`mehT-!cF2IT2FQ6IFsSVs&{0D-7=Esf3^FJh1G|)j-3sV;B
z#*ddSyEEsR7Q8aB_R+MnELy*Tc*7h`k_T5M7wCpni1dVV2A;t(&ZJkV@y0Xi>F#ls
zR=@Ib*uHSjkU3&^merjeS{%6X2b4|vM&=D3G(VGs@mL^qe{smPd;cwKy9iq^J)k1p
z!{FYOELy8BWM}_K#(Rs}2H^@mLV_qbF8%>K-qCl9rh3GS6FpRc^F05MbH4wZrwG@B
z$J{nH>@!NASt$u82^zl74?DmlQX${_w_|(!ihP|-%R@K{^;F+|dJ$wAO$I=ReFE<<
zFb|ZhOjN^%6!CrY4k`I{=%Y=YS{>~vdzR)JT}^^NdCvLhkLMCj?mV8~oW+_G+Q^Wv
zc6gt~x(rFrp2);EMa!?#1Gs28HMj;+5h(sEdSc-e<T95MmmP`4x{6f0P%o4Cn-@}t
zUK#z{v<z4;><?M$lR8+#CK$tH;1zs%-T;7z=p4UX{90R`WOA?crRPgJTHQsfq(T{1
zUK&w0lYQqukj}Q??`hxeHkN+H3T+KNEdDallu(1S4+!Dp&y&Ut+@L%@iJe|li^C)=
zti}clY?Kule`C+^P-IZw6P_@pO^3FN7nLFjx5bX+NMX>Qm`30eC+wgk%8e0}GkiK_
zv3e`3$P~|WV_0a2D8|<0EODl*VYF|#^MYWF%^lms6W&_UY#u{zSCG>G`1fm61c99B
zCAAC08yKG!#L0Ek*?RbA;UqMPMM`OVMbn-(KlIb-kgSZ1&@Z3Fd(|mY)cLZ4W#G+D
z@Sjn5dU6LS{SWIp&%Gs|t|M@rI`5lu_mOg(=myQ+E#efo@3i1a)Cs7g+pFwzn9i0U
zgLN{<IHz{e_T_1l#^+qIq1@_}%5U5+QLRJ&qoC~(IA=l~$dj-WD7%D+U@6RedzQg^
z%c04rbzSvYv!3V0EKQ}!w;wHR^Dzd$2Er2KC~K)>&PoW8?IG|vK-X7O(+|=Ni-$9y
z91Kq;KmsoTyt#5e#2uHctSQK%`HZ_z<({@^;i=Q>{*OXw1-TEt|8J+4`%h`*j{S2)
zQbo5Y7*mB*bnvOsddfxE702WHTk%6z%$SqLbY|%Qk=W>Q;`I(%fs3eXfc6|}(=uFI
zjgRf-f{Iopa=kdbxOJTv9{hR8O3gO$5jOdL+l?*9I#`N!$XiS!6-53%hhav(^K7x2
zJ_I}*%x1#zXXp_)x3<BIx=F~vJ@{_IZ;IK}<5EpO)VhJ$ZwfWkt|L6-C%jFm8@1X=
z)`yaHh%0z|ka1%%tD%9m`FLbou;g1<f^N3*r()|ecBkEz=8;}&xwiL@=<b~Iw`V(+
z)nwaTt~G$raWJS{yMF-B*yqyHe%W+=q(viD)vA~*QRQdY0e`8+i=SPvNC5q)X2l=;
ztZQB^o>1wsk5PVj>ZDGyXjA-ycW2$TSNDLxA;+_6?D>#spv6c|Gg)t7>wAOQX5x^)
z&up;MFh$H%+;e5^!H%*$G?H`_a-KzY=k6lNd`X}yUgS3g2xdu>+C*gm@)tug@B)M~
zl<_4bl%(4OT^%RuOYNzk@DXMTL_o&vE&yK;1e^x-2+By5#r9_`#rd?$;G-?MjcO{Z
z^`z}Nv#x0;9+k^dL$6REdr#?d(d@HCi%s>E6{)cRd{*W2#wgi-$o85f2bKPCOKYk^
zFcRzXwM3*7gx-N{SdG?QU+Yfu2j(S+3p4DuBjP$K7n5{+XFO-}cx^ldO<Xj+f8=wu
zw>bUUxBp-sE2`O&^DUs@3shVMlu4+^tI`&oQ4#!-SFzH)-kI-|amOIM(g;g1oVEXv
zxeLR4A9f%WAk%Y@T~Z*So(!`kR}$`P2Ijk->M4+P)oS2TgD|73?%#X({jF8p1hEXG
zKs;yF&-2EWEP$^qd2&BPLar;YVPZ{f=&}fZO(d_UKyh#^o*um#rpAd6mZHb=+={t1
zvZx%bMd!$ivC@8GIkUjntJ_5N{zTm^vGE=mUSTHlv*kN=gvlKnqI5`;bNI&;@M@kY
zy#TFH*aQ=+g9n4pRba@UKLM2!$8u86@U|e!rro^~B$rq%=c7a}1NCbi*YWB9`1D|f
ztj5<O7$21ysTTYDqz6<U$vw_=e`Oh0xP_HNN*+4zIuLjMn8id*7!2ma@91Ky>K1=_
z?QH5rZf|Yn0uyz;@CYkgoh5z2^wbnZH<bw2snrg|#MRElfi@S5MMgyIyr#?J+++*;
zuN>EHbjD<i+OY24tJJ*wc;w(MQRwJHno=Bp&uqhCz*fT!J_G*w8f=tYxEa*5XTCc(
z*02*)zZv}4*N043@WIsiYI?R1w(VO<7DM#zRBJ(uamMxj0l68y3jUYj{Yq#3kanb8
zsI{|HLbhxLHc#y`oN4B|J>R<|9%=9RQsuI*q<ta7{_E>!XbhaU{4YhEUJ$tTfKAG)
zVh;InY7T7}`n={&8oyl7q}*KDXmMr3KFVXaqlZkFYRmV-@DuT7a=@det|Z4BBDMn;
zEKBlEKO0O1ik!zT=vjILOm)Qm0K?jv_19sE$K}<=%F(T^p>ovOd7|;oPomd*o~uYQ
zR!4**8;i*<S(8x4g|BA}=?qgF4&3&h0-4i;1b6W7U%d04TQr!6q{bWQh6x%7QM<I}
z?)*)@n{l}()i;leUR>q_6Kj~rnb<RQT+QdnSBUq3=MvLY`=AOyGDPIXsbMW)Wk%PD
z+DQI+=j!DbYm_f|y`DH9W&_np$ESaEYt2_!&rzeW5#bjq2V^u=_sguut<ByKRDsUG
z#y0#P0H6zAA8pYk507mWsl!&3^36Z0jQv$5LdxK>TulrpY~NOe+kSd~2Hw&LPQ8$Q
zdgy7q@~x^N&mdK5Z(LfE_?5QYvK)$QDk(p*4dn;HB!&m5ucf2nC31ZRbINtfHB*;A
zWKbt{^Tf(1UAd4N(oFp*niz{;1)m&*mtUH_wbTZo_3BB8824f5$7xAb|H_XNIeb>$
zDSkd>P^T-G@(yJ*DLCf^G&4?{Oj}2|+5Y^TE;b?D)n%`zPkvu2!7|1X_@>UnAB}*F
z*UakmOG*H-SkM;ZAi*3G5X3&TlB~JS9+1Krdwh<b1X@&bUa0Uah-{8ve1JUYOg1n6
z?uX)tsj9bilW+SQ>TK8SvTDyizajbKp1~;BwZqIy@0t2h(|TmO9W+Ro32nzBaS<^q
znE1*(Gq}BMj1cOTvu)~%y7k_B(eJy^zWPum1F=OI{y7cF7(uLt5|&{NKkm@1LN*_R
zJH`ycZ49~A$xxu&(+_9g;Qsh->d8v?(?`*C!qJXr29%!nnzJ^~P;f1*CYX@Qep6VJ
zm~c&?n+Bbw-6rd6cX+)npwObGc<dL{|E-|z1u6ao-}4doXm>IR?9rgp5CA&o;iG^R
z+yfk4qtVWMxgn7yrWHX!mRLiudm$rz_%GLj!%H>4$lU1{mMimWoVl?A2Sc+DJEiyT
zDFYd%jc``Vy@9Rk1ZALD`2nvNfGKSAk3GKW@$kCO$>ncF35@NvLZ-QoloET3YI*r-
zLHh%Wc#Vo&Xh^m|kam%C>zAmoZfF`J^Z0cz$4;y@SPje6c2s{Iw2{-hXg>Wgd@><R
zs3`P-$?Mtv8)<jz=#ynA`Ls7g+TjuYChe$K*}{115`Ce{gs6Q&44qvBzs(I#u@&J3
zt!2S0)Q^@j_fKD<!WhHw7a8=$IMrljv<$!Vv^KwCdM?j4@Kbay1FZ7Rk&BJ5^sSc|
z#*Lktx_P--n#Cmj=mq9)u`bnW9h+>ESSe%B4OIG=f(TC({aV-1gahuY*>s__ovF*9
z){D}giC<&_egunPP!TH5Xu{5Ee4T#vm|T#70ApYN4`*?ij#;DBGNw=4Oahs6z%tJ@
zN(0N|0)rHfUmk;*JDd-F?+W%X%HE5rq_=hL;cN2DI7h<D2H+r<2f*dQNO{H^w$(B9
zB0|-Nb1NhW8P9$jid`qCI{=YBLeo6vCdp1O(jE-XxC%u4RxE-pwlDke$Edb;uoB)_
z{DOT%QKBBfClR=S>}eBB!K+uuMf!VO@<ETow-y!Gu(rmW7RWwUhna;GnBCpKOoxPI
zqbhcY=iI>D7szKz-xf-RP@=WBkN#)Ju3|O-F8HsHM(XmsOV{9yeOBAWiR^_k!<*UF
zu1(GAWS_&1N63pkn$T|GNV~^&aG96mJjA7Q12!zrN=e-El?6hD*o*7yvRJ0Yt0^BX
zPMz#XcTwFdJEZ8BxREl*az<%kA32JcY{fB=5Kue6i(`QTd1|GLp7#pON6lO%$5jIp
z*`B<3u4S#>=H5Gsvt_0D170;*QP={zgt`u|fCbbBlSWlcRj$GdqS2@FJ|Bq+F%MfG
z<#!pjRdzSZqzQdIpPuN+l(QKA>I2ubrU(A+9{!6I+XZ|=PUUBnuCZ#d^ZZ>hOeCDx
zbRz`b%t~Y~m=hXrXNnx3`f>WfTT9V?Wrn3sjvoV(zx%sKJ{w$3B7|vD_!>6DCUX~j
zHV+=*V03{Z&N)3wFSGX;RW~=rSss43GJd#M?%f2&C3pj8zC`rH04spAs)z+GBt$By
zHr9Pu*DVXMcs&z0b47*COQrBLL%~TM0eSp1)`v{nfabHfQ!^TT+IP{7sa@DiZq}U2
z@ANt1WiKAV=&-N8Ki!Pw3E`R)a5+$1r?w*Hwy(5f;o*!(;=TgMq9I{v(+128+&64V
zz+dbSe++l~9O!`E&n#k294K%Y16id>r=oLhjP(7%@Nf%0PJZp}R94F7KzTfDfhlZ`
zxf~<XYRNKxeQ;A7obAoa33GmYQGS9?1N%44>QXGXSb@f#$rk9$qRz&wcEV%)=i7tm
z7lk^*3$Uyxhx&^2+m<(=&?g@p-aVXVGoCViHQT)q5@N*&0yOpC6kkSuQ=|bGA6R(!
z?LYdZ2k_QJ=sL)UmTP}g%!`t?b6%)vkic!)Wbxo`;DbKnr3|subHa6FZgB^rKhqXR
z^=QY0bkIzaqm&*!rGnYdUZ~ZBB`41QA)T_2WzMwavE(AK$jUGKwuQR`@#LH5{F=ZW
zAY+`DY}#e0Hj`U;Ytp5cwrPsC8?>$QhJc6`gs2h&<Rg<EFILK<Ai_oP=wyiU1WBU4
zVf6T%Vhz@{*wIC`A<y~Iw?O8g58le(jt&`CAB(ElQVA|#6H4KZ@JW!Qp(@5(R1MM4
zD7S67Pf|9ai#&CYiUrS2*Lb=l?0(BOdc6b`s@%03@2W#WUBF_h-)k%A2<1?rLeC_s
z4&WlmM$>^x;7q@QcWVij86xT}CPXW6FK4IvFpij8{Gxv{;wQ;_A+==tY9VvjOF$jk
zgH`>wL#g?9Q|)0ApfkE`9?<w4Y)7O@D$Ob+taVMI#ojEQ%Wb{Da8D=Zg0jx{#EsZ@
ztFb}4n$MTqAC$7rau3zRG-9swd|Ldh#2LA#xt;JGj`!9kJwOn1e^VUVLjFF*A(`eh
z!v7ZOt67jQjOl|E2f7Q6nqBQ>=-;OW9|4sr)MmP<YaGU$sT0DJDwi0mUCvWQwJU#|
zuL=2Ea`a~Wf8-1KAYb4You?$84W@&<=n{c3krFm@^q01H4v*%7H(mBrcIJX+>uRQ}
zqw)6)@xr(5w5|}fMPFigbY|2KFK*iJvK<#{`YhFWoQzt={n+_lRO!@H6~~`u+hXP|
zl`=hSm}=%Un(o3qNUQ*sxsc)SY4WxE3-LzU%8)6SK-g_l8xZ8#IA`2==PAU)|Ee(r
zWHAJO2RQdgt62WV4jO^i0?|}C8de@ucD3rEpL3Y_O}1vPndjiJ-~1vb8YuQ6{My|(
zDR1M(KZ45@R$mdZ0xi!A+Ot{6qROg5i`l@8BO?g$oUru8j7EVp_25U}w1%}y73?8N
z$b2>7;7-u(0LTWXiNZtjpZ6721edo;vY9=H{X*)O!~+&j=Go1sKBDYDrHK6MkgpN$
z&bp*{BQ4q3zoB}kpzF%axzwSTzeaLx<?V~IMtACb%yFehcR-sEl>n4Q2D%9fnX{>f
ztIbj`xjCA^%%dqh$Mu@z1M6hHsBJq+E5GHA)hWfhFW4T~pFX8~O=N6i7l8{Q)v2Aw
zi!It!FTf&>y%B8j;nykyVrqV7I@%?ixIvM`{NU;X29{^<Ky7!d)iy)vxFtf&-^&ea
zp8=yuv7z5^LWl)#zZ(uZuAU%n|CtOy=)_&cpTwY+?3<BiHJ6Gn>HE1AbtS^oJ9ugy
zOy6)XW2%3jd_&Q;Tg255*|&4n*{4x>yi$sJJs^1U%S@lo)#l2;?wKxvwj!5xh}9~H
z<p5zBqj0?evlFTrV-9=xwpMMFGPS-X212d0@K~GeNKHS!^?rv^&6~M1$L541NCbv#
z8<zj(R-=r{kNK-<jRc3F)z82S$kp>n3<dFYRO70S(2^2QvYPfK<IalAyP>VZ7GQW0
zR5OBMuKg1}bDhx6($@S^;mlX_cb>Dn>dGDyT@Uup$BruyM933!68QF|2z<cOtWv*n
zMsa>k<+n1E7!Qrmp>CeKuvBr4%bXooJd%zjU|)V7Y2A$qZA1SOMvf7V6|8Z+VHdhe
zUyn)AUzZQA9zqIFUHbLS?rp9k?${u~nJq3ghZY@5ZMqo8@#0f7#T{h|(F0bKiM-@8
zsJgC@%_Cn#%N!r}V}utP$@UAgo@u+jl}7hN=E^$Lr$>IqoTBd6sqIio<O}d-g?j1F
zmVI!{cw5=prz6|4#>m;5oH(=8G|ju@;jW;K{r>3PJ@FL!7~{6<P*ucSrOLzk2zNj+
z70pbs^oIM7??c)0z-D&~bYxkSfVXZz3JtvrcG(M##&hscGTrA-a@an=N95Av6>SaV
zwqe-Zm=WLGq7CZR-$#z!0t$CcwVt*<r$`oR-U+X2ZwvMQs@@QB8{FLqN1P(_2XYTt
zXkyr3SLt14Y;Q%#tf13Bq!}N@Uu%gK{ke5F#VS{m?ZETWjd!e<3x$RtZV|2bb59z)
ze(<D9?`B{sK|8qHiih<6fQN}$x2W&Ea~k{N;6uS1E0-l&E25Fi4*f=1Rb@4V&hyxW
z^gm-bzHj>3o1Ta&RXWZY2ALBx)jX~&6qU0XjU%;o1M0ei^#%S{$Vdt7Kt%jE1p;;?
zhw25WYNS^Rd?10C2`47)u5O|U5_k`spZ-1ExY1k7(F0qZ{Muxp5SB~bkCNKBx@HVa
z)1NL_^RBKdT|&NZe)ReAuP<`e4kZykmXEx6CD=5W_)UuwA8;5~jgO6(S+%6IAJPtW
z|1p|}_i^fL%yk-Se%jA#B_HEEkROg(u^ME$(FGLqy6gso@t|8pW`y0tRt4r%$q;a}
zIaw!t;^@uV6-DGJ7+!dwUDl(LcsG|8+Nd@RBja~p{E=DVtfG$|8lGGpwe9~kJyg-S
zv#Tb?fnK?9?wXr#N4T0kTXtkhti?nS&)wGz{bi3`jr~~n!Yj<6+LRM<ymdJ}!A%N_
zY*6DMa^l@EKKellP26(cr`)LzsWT+)I}K&*d(NKGc^J;6c%tD}^#1d0NHZEHf7(%v
zfNIFDGHRI&rrUe`S&*<zKJ*5<O93K-e`Pg-&^Gus`3D4Z3w0)VaGw1D9+L@e<4HJe
zwXt$p$|Y~a<j%_;*2}aGku_B|3}@LHU@IcjXJ|G++=>_YQ=IbYPni>87N~>Jf&=~^
z0u=#3sJ8Co!Kq=qtI<6W=Dx+4owJsm9$r2|Un^p1@7p-?Uevu6k|vlgxLPH)`Rx)#
zPV^<JpU^31oFJZua9=&W@!H7Gk$PP>j#Rf|$M(k!4|u=m)|v^&^2c0EexDVtD~u8h
zg#9Ia&2shzIAchl=Foxi{p5oCRW)A|{ZCxrP$&5gyhpBm0U7>NPml(UclJaL1!^w2
zF-)`=_Kp<?crFBpO{>%4X4EQiOf3k!fJw6<Lmvpt+TpBDR#!7+Q(RobZk0VFjnnS-
z2N%i&DVuD%uu`@KLh;TEOyO4iF)av2BGeY$CoE87F?r)_q1qM8@3D37o^R^$uhjX2
zgg6xHjKqt~1DZhD<HZbD8%#mmV&u(l4Mk6kYHo7gtb38l624Z%#mm6hu5M1u{qYA7
zfvDhB3e(K>9cei<R{knflYBgPukoW`W$Ja@9@7{qUkRjjDQImXv-Rx?RM=ho=+ep$
zi6!@eg0-|2=JPZlmfdYOyup6<*-*&OpaX0e?i5}C%Y%bg0i_24yKI^fxw<YO?f3Rl
z{n5qxn+~z%NAdg%^{(GnbQPEr-neiQUV(s-1uWQ!ZJtIs7TGR-zUEFcgELNcfvGu*
z3KxjiKo7j+=dMk|b+%%<5DsrB1&0U32IRuEZtNs$UATVXI+cpa*CBOIwM!r|40J|=
z@(~@r+5ohI9Oz`y7wWxc(G+(XH8bR2s!<e3f<+^^;R~@=ykqiuan=jkvGE~p(lg(T
zk>_Swxm0uOwDxYCX<kZdutGftY2QjUNLoTAg9q<hy*WT}`&tc;_^?=X2Rsv=IRMBQ
z^E>Z({2_8UVKR(N7lkpz1&wa0I4|l&sRS%e3!Ax=ARn7P-4ZgmnP`6M*$P#cAK&-H
z(=Gz?$40=6d40zLaALcN;M~X-9%+<R%W^5Snz8J35q>Gj&6cf|(jyatKiuk9c>3_z
z<Oj4Aw3(&1BFbR#@{q`Ce(ARz+@rIvGXtq7ieH}9knPx>R{1sg?&uL!Jp~<)M_+Kt
zUsKG#?a9-46q)uHXp;zZ$I?W7#BRk!gdAiUEZu=g(%Fu(C})@(hxI)Ay6p3m<){Ga
z+X=$%QE-_IV00<%Tc=%6T09ecNd-X6CmRb3=y<R-p${NOr|R#4ArtdkC#nM^h|cJU
zDl(zlKN&uMVl;vbg$>7nJsp4vAk#LZB_I#NjPbKeW-6L)%*HOVx5A6iiSdO(BjvZc
z{Le=5_+Qx~=%En|czAO*WQ2Gbt*^!>rak;YFTldWla5td>&lleP?F8AU-8r>iV~mp
zY!*ysJW(|WEyd;NeLNQTS$p~6lx0U*tEgA2*a^k+XZ=GdInQ&ieR|K-iHZVyR%;+6
z`|=O_AB{Y|hzA(M?Dod*YnfSjW?L*>L$_%Nd#ZlM;Mb_N2N&v1up;d}F+F!$rKcRa
zT`pMRll5ww1mRzw?ZE2f_X;`&rh0IJq^zByePqm>RK(36Zj0wy9lk!aoRJgCxcN%V
zVcGV^_a<2iI%=vUb$&052Tq8DK-t00IAun(k{FTld$#UzMe9$i&0md0g^4OY(9t-<
zc{8dGUk>ZD|C9O&Y|s^?V<%NeQ9E+_H-@J>hgHg_zel1bx!?52oIRyqrF1;L7e)}m
zAGXZX|E6$cq6k#SHlRoLC7AB(#q@;mrf@EvZmLdaDX$jE`7B3C`eG7G9)wX7l?gYA
z7sttGeRI|W=o!5p_qA8eD{)DD)LryqIQ>q=`uxGe*w~*^&4?+ch50SI+&O0yO}#!%
zWU=QjcCo~yKI%c)(EGiw&;qGcE-rZ`JT%k`<7I<13wa34P0rrfC-{CNI%N%CpJ!BG
z1)T&$=Ba+&{?B-GD7p)BU=H7%0mP5g;6sq1fiN6i79U5rNW6-|@Mj?V7A@jT?gVMA
z@0zkta5&^f-BUFBIrXJ94CJ6G?;bG~t>yfq?$V|I?_aAxI^er9bMR>>iM?{aJ#b(N
zdc@@h-9nIK%#WY^`{hD^kN<PkwbTC_+}nTYHGs;;Jb`+WXn@@=Sej?V=Mva0pBO5w
zj0M0{soN;F<I65kM$SA4>sC~3g5<E8WM$YskamB7W&UP<083i7I}+xA=-+GC$Pfvd
z8vhxr4R0+cY5*;mStOYP^_zk(m&}J)gdFp4!7(R6_t;i&&5#x3I3W!_fFc6WGGh;h
zW!#1T!G6PBhG$?QoAU&&U#Js-MhbBU(6d=^qpLe^C-SQ&(JyXk;g)~eKRGq{{QU`E
z5$d2?O}2fmU`uU!!^t~wxg;O80<rJzcu}iXMt;+sQSxI=Rujjy@V}>!{8xM*I8Cr3
zYGDgn3@1A~=9z=}w)ig&xhy0P)?Y+xsP^71m45f?h_5lr`Ijgl`GE>-#C!5AY;O*<
zF;ORh0=FEzbr9}~Jlb&v2cZsFp-l2ea4;^vCG&?7yx;=?Fd~aKKmvzA+tYQ@H`Hna
zl1vA}xJBpV41mF=x#9hpwm?N(6)dnW1V~M36IE$&>ww&aL*WHMaW)FMZWm2~k0H~6
zPb*x6ccNavG1-9@m!@`bmCK)`r|FHZ+$eobnxOEq9`Gl4NB<>y`y+z;%NMdIVcLyM
z*ZquOLev>)6kfBEH)Ncfb}V%)pMGdo*?Ui1M)#sleA$Qlgkdh7^9yISuaUIDg=Ht;
zpTpu%YoC9CdlCmNa|z%M&gfyQNo=YB;5?ZE#~zcz*WNRQKp(qJgu|_imD``gd<)1d
zK_=}9c0vwYjXiGE#y2dZqph^;tYz7ss5jkVeUwJn{?i5ij|=_Z<bSGWqCJ=uD6#qn
zMmOXPyKT}-mi<kUl(t6(z}Z?Q^5eg+FV*kCe>tQ7Qs?&ncjx_Y_xGPZ{D%HzZ~wBl
z|M$V#f7;%L|7CCgvbX<6dmH(ez5UDH{u}M>$G`0DU-tIjXm9_l#_azg@$bKE@Sn56
z|8)HJPg2qU^&I}W=kR~Zdi|&E?Y|P76+7xDHG+2G`Kfud&z8`lVMOEE@fD2Et9=AO
zYV5VyQfn3N>bmh%HfK9n<}oZseD^N7y5ufMw08t>6@*l=C7JULa!xXT_ubWQ@y#qA
z8b#YH&zYX7L&mq*v~Pb4n7ul@tIoC>eT|ln(u;a&ukgoT7=3?hn*J-p??1fOX?t-i
zHoFCtJRb?g+=Wf2LAjj9zM*1W10{T1o(a0;w--z`RoR-7H=ZVP$u!7pnu0;7&|)Pq
zJmBv~#E_?8`wyhx81^23GHu`n$aK~OEh3EczMgK$2j5TvZ_)5VlWvSD>qUfe+M1SJ
zv~!s5(iweW(<M&-TuY~k0`lbnU@wCTGx)Od!|E-fT6aR{80xVAb)0qLW4c+|<e1-W
zpHyC@n0v=cmxspbytun>lN{xmr%5F71nE7QCwMrU_U$4~%SOhwXQA_C#ZmAG)pgN_
zH$H9VTd1%mah^3~T&Lxq{R=1a-wS4cMq}BC8}Md8qH{q_4WR9}1QwYhf*Hm?f+tjw
zU#aA;X-~ydvs@jojp)zjaHLGia4&FLa#c9tya>hnqP75+O7jNjBBy+cI^ur;{c0|T
zIY*|;C)kjOP+U+4$3}kQJ*)>l;b!g7j^xez(-s2SDvVs(x)-7qc-imKiC+JeNJ}F8
zyPo@r|Ad(Q8A-z^$eBfy(u2m!!^sD*?^k%%sB>;Fxwa6h?PIOwC-mj64mPy67Tvv>
zpEVI~WW*(y(nR4UPi%CqQee-%@I!7=PftbRUR&F4@A|Sqkghz5ff)F;#%*%1lU+}M
z>%yQL{Z#`~4NAN2!_yvCr!3xmuXobzm_cFST_m5ldfD99qs=4XK2lFNr;V#h$Af|e
zP{ZU4zBCUT^<_1&k{O?@bhExr&uNGk#~UznrX=Kh9T0z!d#lQ=0^u0mE7Hc6#&mS|
z!>R-tA_l|H6HNBaEV<O|uy;J3Rc0kX+Tv*nlAe4<{~GmJi90Z^Dh>_-ka|h5C#wn5
z5<JT41m5M5ycC~v)i*h*tWZCS<lA1mOI$tzLl4ILOi<Ne?y|G{<FGrZ`rAvr(cjhI
z9JIaVfnazECK69wxLrquQw~%&%frjXp9XzA$8@dpTa5G01mSA*(ReeeGNK8>I}^hv
z)?S6H)_-vkWl|<?s9vm;Bdr$QHkv?B{(+z(S})n);eeceHYV<gnN29$uCVFHWbw2I
zsfiZ|1&;kZc-^jUUM~)3ednrAUcM%>VVT+7&Z(A!<RKq_mzAKCnry4tBKT?ys@XpR
zXBZP`mj6p(T7xIxZB6bQF^14PRSUFhI;)j#N=ec6SqTD+FAL2dzJBzRAUI8A(#WZ|
zCv%G}KuJtfQe+xUGJx?l18G2q3PBU-QLdpn%8qBHR$>0COb2j)%B$~zpW2eO%kNqN
zFqn}I10hHJp}0$x^P7Sjiq2`I`b{xN0xuRkVN2R$zu-!QL3klx;~mo=$W&6hs+rME
znDJ<$?2^P4XDgOb7q6I8PqKsZy5$1Kzogwzf1Ctl+wZprU&GjkxIAvaX4l$&Xm)SE
z7|=aTDL|Qg&W|UOH&Hfvd`de#^O%>O#_R`9lnLQ%HorZy{t3wihDAo>0b5Q37Xupk
zhv0D#%n*zcz}3M+aEy`^wy3dM?`V7uXtw<MZuAO>0eF!wR+<IB$Vx*WYqLT-LXUaN
z`Cr(+(%n=ZFE;*K$Q3BLdPa=OD(qH0uf=vIu_aoRCnhF9&(C#x+4NDk+0Ud2FyXpK
zR(gTrn&5unwdBUg%xG*k)BzqMtuq8osL=1yQAE9rO>l4HwkOJ&G{KJ{6)@tN7@{*`
z!xNPiw04lrv;;1eAC6~0b>W=EI^cg^(SP_ehrd1=$T13(N8bB^MVA4H{p2Swlz{X;
zn8xa%wxi2ZAKP+9Xb$NcbD9ce&zZ`NgM6jZ^p@>sPrkCP$rX+~YaG`Peyqu6zKa_$
zs7xc=$yRoDV69L7-ptJEWoOq!;Uiq}bXm9B#w@4t307n)j-Z5p@@un1#e$Fc>xZd^
z{8TVY+baRQs?9G*)!`=kOV`)#MO|^eeu~<%+Pf+1Jv^8Ae}+6XlxZ!nzZ<l6?BH(v
z>{5Wv!ny^K1zhZgl2~^o5<CwYPbNl<B}VP`V;`Jq>(Skr>sM--gy~t0A_CYccwfjU
zk2|6voOtWbZzrpxRUn_*zc~8%?XE_?V<}*uJumZB<*d3uO-bZ<Sm2jis|gljZ6gI+
zU+yKxZFy&!Yz3H;we>U~<0IPU_%QM5!qq^!bXsR*@q+o{_JddFd);$A5`m<zmug|(
zpI7|mMvLTd^7ZiVrAA8wTCel!^5%ag*!?eeP3~VGD5x2kfa7PM2}(Q#`xzk5wgml0
zgDlRXS~6^bvaTntW%FWzGU+-8b!0KRK598JB$=7YHvU@E0PC1&iuXO3|HY4*aW5Yh
z+;EhvM-mhCbE3sOzW-z7RYDIqLS!CacANwd))E=1u&7;P$y4x=ZWYkdy@Tcqt4KZ1
z3l!_E?_cW>-St*zMLUh93tg&J>$W7*1ZY0-^=WJ5$GWDl*P(-M%^QythzrzICfP<s
zvlLNX765{~o6fG8j)l2Oub1f*_05V$z{h9&jm*quc;|;F>Ed@6L!)oe-}@)^dgQiC
zJGtYF`r9aIKFeKIY_GPheIAWXA!r8D(m*f>hkE$PK9p$mr(IeCFCHd)9p(ZS{QrFQ
za{tkF1-Yj0Asd)TuukBFR6rq?3!b$3!z5`UFc2^Fd9Jy@)OSNGb7gr<G1p?vN4d1+
z(^0J;hQ_1azc*Q%)kVCB`7FDg^$Uuh$%g7;I!3XL93C-jFOb*s&ELiZSjrzI<kWk^
zr_L={)(=oOstr+f-1^FadB;4S*al`4|D&HF|JBd5x8lK3e&ugY^D3eO+LW#cgRCLq
zhyq7nORBE}-s@8PeTnK<fkydGBhVAddK1FW;j`Kz`(NTOzRP-@K4)to+;Kla{+5hh
zzeI3^n<lGqXC~|22bFx<hQs3aKMtHf6%}p0t}i#(;Jy24y?0anj;ij5(hi9_iJl6R
z?_>c|1>7EX#!}a2PMACl##ueC&O}4$ZXCJbrN5X%wi*aZ&L+%Ls7Rp^o7W3Gb-KCg
z@F_22O|Wlw{@A$l=~Ge-5JP_2eoLs+S1$=N9X#ovm@VbQ#xW$SqRR_$#)<tnKfI~e
zhrO(5NKFYnnD}fybF8Fo#6-LALBXZ&j$3^v*?RDW9pp0@`FH*iv6XeIEOT~~JaYz#
zG_LD!yJocSo$_6&(Lp)5h1}OE)n3{<=aG2I4NWC7^Ofx#_H0Z=Udn;8`;mcYk!rr^
zz1IPssv7qbtaEZgeI?(=uZ(GCa=lhkI{W>5>xI8I$LpEDW3<p>HMzD3=LB6K#`K@@
zD6{e*7rrX->Xba%fpMpF0TI3k`PD+eZK1V0tpd-ndFK&C3(0W$?uF)X)RoGZfA#&D
zQSM*1{HH1ub$|q$)$sN(d5mX+E_r1N&91W?7nYmLP$(vOo%%VgqWqIeMQ+E*Kg#r>
ze+jun=`)0)r_3HD^d&K8+*h1wvSGk=FNWm%Jn<L9h_wMF)vYVXqYL#|xvAUT0%GPu
zdCau5&~;qB=Bqh`w8XkI51E^Q1CIT})GC>10mpth@@e-xS1m?__L9aBpa^~S^@D~=
z)xhQ76kUixFE*^nrUurz6TwELDY5eXO>vJrS~nt3$sk+ttb=^Nt+=wj@{arS>jEkZ
z@2nwC<AaZ-rHl2A;(LiPkutYxU1dI=sx!Fb?c!3o-vI8QB&_3fwBv`WS9&o~?3Z%x
z^>5$!@+CG|cY#7FGp*5rRN*FB1k{Z=bsbi&COyruvpUl)bzU2yb?*UzyYrmI<VdPP
zH>zfT_jdKho9~Kx(^I#kQLc8Wpsqh72LaJ0@qX~J$t#t+`A&zWq2~0;6Ouxd{>e#o
z3VisIVbr^w$&&T$fu+?K`DIVat|DEyMBM{xVK!lFcO%tCNu1+vQ|#Q>XoQRHf)G(E
zj0`bs2H{HaPInu>^f`eRMz&4JyZ;$sf=vp!=~;KJlFwjKS<k{tN_<2yUheK_#+w%u
z2lD;CZk=Q*Y;3s&Ub`*RwN|30H_F<NvFH4+G-lbeYL&Y%A}jmu`t$;~hHJZZ-RS1x
z8>U6|<Sr0qgybMvP|Bz$7IlSgQx+}HEUp>VTHu%OxbvyC%Pt(h_|CI_(pRx}dAMDJ
zsVBFpv0&rjHFTcz<QV~lRJ;6>S94t;7aNfS7-%4ncREbyzVR1J!er6o((odShJ5gr
znxQ~lzW#5vzAVxVEtiE7l#_%n2|T&->{T<F#d)?+$>@W;uN>*jrngyCOSkqpgF7yk
z9>OJcg`n#$r$X_s@ArQ{A?id;jhbMfN-fG#bh@4UL3Ih)yeWN9E`KlX1J$-f_C%kj
z(r86>rYh+jgR$;Hn!G?LSK<rpM(3k+jBQbM<CVdp;)%R!4qWMn`=MORcWBjW<rnRa
zD!%s9X%Xi!Og{pZFt{{7y>s{S?U`&{QV&<=jV8$Nwzs#$CGr~@!B}eay<J@a>YI0e
zl=FhqqQp%byAx8c;VZXA)n@Kp;CcNqWART}-3l+|yHQO$?Y^s9UXJpsn@dZ+kL<K8
zO!I^c&P<eC^oHE{avg{4LQRZKSs<tGH#?qVyDT)Ftax;<-%emny>m$mdNq|-Q|YwA
zO7-F<uLyceyho(nE~RMkmxrVCe45Hs-N6L;1z3OFK+j)y^8dqn{VB2fCnjwDvup{m
z-6itrC~O2S3a`DuMEj6P8!)Rhez*P`cVoV_t4Q+flXz%(TU)0{T3K3BOk9C<$U7D>
zOciXp2iIHel0v*QX8pK>r-vq?$di&3I|PeEd^OxEE~?&~1kq+Rypk!_oZQpmU*U~A
z^yq|4<(+FPsv0V~_0is*`u+K85%IHuD9Yd=FyJF00mgcuyd{E`A0aAZa#<2%EDMY>
z)k2oP{cP(Sf6C)cn%#+OqdHE^K}Cuo5>OB!l;yp>MTMyBL!Otr&Kw^f@?Sq=J3BCj
z@<uJZMpRa}55#ehMezDqllyPmKqI=e6T4DY*Q{shQ4D>v%B*d-t&M#T=E#ooG$lbB
z44L8~I0LEpeMm@VA7C+tj#bSGVe@0&xa~+PsAU!CsO_6--B;NddVNJ_fWa*6JO$}_
z4k}*X5SK!#f;t5G>sdnE8^y3}+uRzD-;;6_M@^TYwj-$=REpFe_6Owoi_xfQ6gumz
z?_1+?d=$FJbZ|y>1MW1P=aegy_xjNVs+5{g<v|)8R1+?VD6b~6`7DjM@)?ic##dj%
zN1(mE%o+#T<aGqr%;{671O-Ya!(4wg$R?2lfqLra1-Cdg>S3|~QRzp@{ULdW!_M>Q
zp-v{&&!d7`U>enV!lOixjz#0GaX3<OC2Ud*?V7a+VOSelC!fc%EtyWdEuOcjzRZ=h
z{N{pjAjOFeE*}<y1=di?Lsd57Gv5u|CJ9NtG<W2WXv?ztVJIw6H8f9<mg%JDw776i
zag{>)NkFnw@mLbU`|aID<!Py?Q`1}=$=XGmoe!gQIyclIli+<~0#5__R$TDN{7Lyb
zGkK<Sv-oNCxTf0SgYLPF-dO&dCNgf>>{QCPO4Xm$ax$14$Ybmm=U+A|1<DM9xic4y
zQ*_7Q@7;x+FtsthEG|Qt$bXqF>8nmxmmrwZGqRRbgNQ^i*Rx^XHh)93F-7`UC`pFp
zb*?;o*lTdgfXztDY<432<{h&)FMve6vXj_REuH{Ct8jejqRYJvT|DK-<^>Wny`afq
zskYze+p=wM1!vvPXk(tfPT0XAV<F_zbOc+~g+{k%|2K)=^sazkhI%4_z;98&A6H-X
zPLC9*4-vWEFL<YQ_Zo7^9=9CI<2JRiSj3Jky8E$Ojg7*HS4v$GSwRNQycyOgi-#Ij
zjsz>4Yb?c4Mw+=6qoW5NMB48lU$fA8CoI_9m<h&sAVT2IQapJ3MZ+yVu%GzxSNFD#
zh3h`6&gK!!6xuI-rY?N(J>abRd5i-U0Xhi%dGaF|l3f8krYLsm{>PX9sP}^GMos^w
zAfJ{}*jy@vyoAw76dyqN<mlwLW(W6NDr#0Nhmfyn_awP!-8nanM0+9LQ$+8<KV*kb
zGLXI?T`Q$dI|s{PZ{KYcc2V*x+FzR|)VyeQh#Q!t;Pq~&fLm6W>|R(zoB+3alYDXt
z6<xW5H`wP<zTG3SRY{r|!;0>jJ4)myF$eho%Y5h-1$Q%?BD807CbV#Owlh93)p~CJ
zqut(fiBM)~A?We#_|@|>eti^h8#$8|Fwu&obrBxdc!}KO3}5QAT78Hb@+zFYs$AD?
z9uN^C@XC`(EP0@!_W`?LIECj4ln!8%)kDGhZP8-}Kx02E8H&&N^nX$I-O+Hq|F%Sr
zAc$TQEm5OI5@nKz7C{ibOrn?QoiURTBzg&gFhmQ&NVKS<i{66hjOcAf8N-y^_j~TS
zXZ?QX+_mny|FBrr%xm7~eV)%}@BP_3JbQtaulVZ&)y30Zx$6x{LVo<faQ8hYifmFS
z6liuktbv>?J~y+ggxl<Jrdpfd?_WkM?`{}exchj=XMs*eg!`W66;WJ71KYr$0q!Pf
zKhrVTs{mJArtmiMy-<CI8fg1diX3dM?&3OL9@g<var~=guo*UI@&(+WF(BUk;+5tt
zkK;FO8&kgDMMIooTn#6b0P{u0Ski+QGvI@!Ay%D&S$8s<yt;{+JQfGVx3yj+19N58
z=Wg$AaFYAPAMd7t5lFNyQzERkua^m@myeqYfK>%UJC&6t>v(n@-&PLRMwr`w(2RaD
zKyh27rM0kx^Z@iiJa;;`bSc@(!|sPr=|{k0Vu-sD5ZT`a{%6ONR=GZ`FFJnO)O)@W
zW7Cw8sQ5_hw~W3V*;*_xs<iSRek24j0^&*%0lDI5CxkliNRI&{nhn9~q~1XoQLq&O
zbVm`Qu%8JST~g<LFVg$$*C6jN|7mIAkSeS_0rdamlHEYHml`f{&QC-l-5HDlKY>9X
z`_<hnf%Z1eY+WgqS-M-k9rZe)&%-xAC8ag>UV9<?iu4D##Aj{FHUutW7UIN%dTZW&
zNi_%0zL<>C-nXG&(r%?Cjval!M{OcBjl2xFF@vcl*9`V8R>M>uG2cm9)msv5qbbm(
zR=<=o7Tp*eNih`^unk0e3hWu8c}QH7SbsFK3;+9V=)!oeu9@mcK`_NY3?C$&o>sN{
z#mv;Nf5sWidY0=O_7he|XIb0Xn<{3j>QJrWMKRiwaeJDwWDY-aV}`EB`9^ST1UeeN
zw)jP{&n<Dz{R`#>2ae2gjCGUDTZlS}em<+=?gT;l`|QIjk57DD>*DQ8wijD}PZ7Z@
zfJ19Vr)echH&>=l`zno`#g3Aa85yJB_qh;}HR94uii_!gmK=C~20M!0hznb($K_TO
zd3+SbTlOfPJdL?R^$Sxs<Vo9c<AIjy?#U>L7LTbxl_se;VwgJlRWSO+C@aoAk2+3R
z?ZJ9Wu=8=er+r9P*5fxFFBs{bg#zw^z(1+D#>5#629U#OMHw#Kq*094xWYTju!`pB
zd0s<=Z)mCx`SVNW$z;NB9`H#4s5Eq30BxSczjIMH9fiNU?d`&?B8e$MeCcdZnj!NR
zPFy^`A|4u*;%IkUe=;2rB@J51N7kDR|87k~<&_8<f4X5+1UuWeqlJl+k$P?-Hgs2<
z32d8dqY(kh?gH`CSd!Y9&b&g!wLr^HZU#$<+9of<3qcaS^gj5WKhre(j==N6jT=PC
zBs8^dw#&S0nDcrK9WAZTVQ7(UA8`C0p_`uR?>H3aJt5(cOxv0JLzv<s{xdRH04G+u
zZ-}>t=n)HBK&yyr?tnFY3lAg{G>3F+(27_RZb(7p>|c^yXTJI1cDq{ON-8ZW?#rdt
zp5jVWNRW5YHgN{n@D-1O_7MeJ)j&!&+j@*agO&l)Qo7@Na!N7Et9KPohanAkV8Xk<
z2x0;FxP}64`-6O@b~sL0i;%kj#*+U+elj8InH>S_1m!y*HmW&})P6tnI2Kt}{_orN
zKTi>&--{PI4`zd{-uksqkj}7#W_tMun{J^)zH^SpMh80KhvPqy(HQvk!@ArFfQuV^
zP=G*bfI%#vm$j+{%k&jNfmH}+v4CBdIvhNI0zD}QG<#Dp5RPWAjtw^nK(7eQ3<)L)
zLo<VVlW-oeMC9?g{a>=z?@5YCf^O+mm?DS(2&Ioi;g~D((ir^mxxn{dW@`q(Xha|Q
zobU~RaUTPaE#M?=N-S2f$2fP-Wk$BRGqj|2xXe^rTlL!AO?;d%J|oO~{<@6J|K5m3
zaEtm%Vo=7)j(x?^-G??u{SBTMMcz&j@}$nOj2opA@j*2+M_P*j{{mHmX#Wd4L{8WZ
zE`6|w*K=#*mN@E1%~rlXHA9MnZo8kYp+r9^CdH6MC$tx2{F{Hv?ruETCAzPB7+|Hw
zPGypGF=Z_};tv#W2AEE2e7X1I{q)lilJkPIb;|lC7uO-!eUMv^r|afI;^pd7nh1%_
zBS@2fc=?w$vC@*#-6bJR3CHbVx|hyDPv~<rE2X6CmOZBPoL98=EJ}0Lu^-Uygl>6y
zIeB?x_<4ZNrX|jH+HT@l@mwyzEr#A0UHjdlEB&2?E5EiO%;asi=v~PpI)S0<P+K+{
zVZ7PgY01MkWsl+#G@Jk*UZJ#}kz1Wkv!5hZN{4AXG_meh{jJ;vU(804wWYmyuQwn@
zCycOc@kmX$*sT9=;eO5BHzLcN%0kb~Px?Fmcn*hCfzy`JMvYY?l`9f~Vtbto4`=eO
zMCCJ_lhsXrvMbhNxSzaCI8gyH`ikGn@QdlRQ=^`DZ;JJ87@3A@^^iEwr9Go_FqAN6
z-axdWa-l4H<LKZ~^?WCz+<pYhZGAT8@boaV#caUp%Cg&%8pD)W<X&Q!UiXcj`_4U{
zJR@u8wyDwlDmaO*RWu67XTbOPJOGeO515;f{_7<9y|zcRbbNt_$3FA-&Jg1}7+*+g
z)D!VKuaLnZBB&e2di<2#UZq*uE&aZ!rH0KG{P|w9hzC;_V0ZUTCXvLvm8m8@b~xF?
z&Gu2o7xVaKV?%sE%Id;u3haG)BDMLKXWD4c>&)R&z($E-;uCq*_Rl_ImNYZZi72v&
zKF38yYQ458!7<w3!T)8t<I4zI)rY*?geu@rdttx{3~8%IBTIJKB~}^ajiX8I&dEz5
zSBFH*pS+rLXrFI}g5nT^*5@%yO#v@e6#UyNzU`r5an(I5vUja_J{ubbrdJMSyG>i#
zgjjCx7hE8~83F*)VP_Bvze*C{T~bE3Rg^4PxXTp{Wcuk|!(5GxqGi6HZu7&4r-Ygc
zS~?CkOl&vq)_7FXw?dHU`7xB&@{LopF}tRzEz{rxl!;`;LI09<LWQSVB+9QTH7PD&
zjX(A~$j$#8Z<}}^5_GGheXTA$1GEB|;PcZ`TDt%PO_K{qf>WC-4%pj8DgZPSd)p0p
zVI~68DLdoXl0Y3<m!yYGCFtTSt$=$Zbm81Rde!erDN{tn+x1rS28oKjf_mf<P>~Xp
z=hylO1Q#TZL*_3TCqf2@a<~b3hLc%+j){p|pDd~l`?&ApuG}wr&X%P=oj|Q-oCmv1
zG{k+wzX;}873*#WN6+<U1qI2|2R1dm%THXe_C-qYHeOc0Bipei7TZm1t&JlZV_}Wi
zy&NB1=MsvC=E*%$7%&-k_vqvErsiY&tMdj5i{?K-Mzepm=%6?fJJfH#wSUrV3aM`j
zoChnO6%N2wa?Ds8A_$HyBTr>_*bmBn%Xh0YA3UmpMzqRfk;Lp4SImY1qnjGTuS&s8
z4c&Kt8d^hyG+93=uQ}+bd8J*U<>K6oH_HX;4yD?`T^Kp8=6N26uGR3PYtfpNlF^)r
z#L_k;GM^=+w#3xn?Uc&bQTKB|$7&P_#~0^b>~^w0?lhuKCU(t*ff#l)1*&u}31hqh
zI6R4B5V7l%V1o$rf|nlNM><W$bx_j;P5GJZ6*UF|6Q;CJ)fQlD(N=RJy*Xq*J}eH5
zOLulqUoK4b4VO3_#R9NzTF@`#?gelMHO=}3(0ZfiH`Szo!ps_Wq3XW*jZ1@btsus1
z-JLKxE9Z5!<}yL%{qT-2-dv}+1nyi+m>o2SbtseWEZAuAk%~XhS!MA2!9Sj0vt57w
zNX}=BMSe#D8__xS^{dC%CDYve1R*)ll5aWn#@XHe3V*Yi6}cvJcf4BZaS}Ub33ML|
zvvC`1{aV?II2S~K08`<4<U23}L2Cu*wO{&FTIhQ4cC(a^+*TqVnH>N28*plpX!ACT
zi<^btis~LoFrO|VZq?3|2WhRu^f3LNNA-1rsdv=wV??IY)iO&sAD2v{%#zP1iX`f6
zuZ<3^-4lvEGKd729f%dCxqC*9741GRvR_%a)YzQzIcXqKd+n}xRgh;&aNpBoaLr$`
z`WZrwQoLGI5GiwhrX7yfPdb;n7$wHdfG*5j!4&ZWE?qqOZ@mU)&fzmEN+`ycv8$hK
z-OV!RCOxDS#x-^j8$-*upoYGra~weSNrOqUfZO4}FaNo4dy|^6+MGo%L%WP72#fX8
zc87N;qdlKJazu6;IcW;Yg2N-+miWeND_VghqSrPze>l99<mqHTr<)tF@V&R&fv_!6
zkBDE>*IV325Gam6iN#qPf|<-XG@1Rk=d+IX!<$H2D5V~z=sY37tXBd_5nPrZt~q=o
zWw<8mhJ+lAwXBIMlS%+$YqZ@AXs$WBGJ~WYvpwz%FV3e9jR8~gY2bKpLv&2}L%h0;
zb&kblH*BEZt4C=Y>G6*r*&kjVjAslDjU^VKHPT0NR$3|aTh#e_s^IR|-i1~aJ^9Ks
z7Mmzgu!mt=sRyI=5gavU3H?VcCYp^KIe`biyl~05!(I{}&SzCsw>M9`k$uiHi#b)D
z@HAA?<?dkf)pF%j2{ddCyibP_!bW4{w%0}@wX+=)yEN(~cg*XBmdfQ7y3d3nJ73>L
z6oFPggIEvhKpfkk%aRTf_JxldX55&Tn|{y?UIE%F>!gdVaH=2>+5i^GPNUz7o2;6r
z^USl5tgT#O<`(Qe1}tRz25BNL{UC`C${~z7-e2S@xm5lo10S6#|Bw;yKx1`C-|SzG
zn!+xH%b@3LV60(Z_NPg%KuRdxBG4&b-5z(dRh{u5NIQ{7ef0^iUwybQ%71r^$cI_}
z6uSih>P^Ze3|}-{YV!@min`K2Qo=ptm4_1fFUdjSNT0pSUrt|6BdxX&Mk-2g4cFJt
z7ncc1QDtl3t51-1CPv`FL4L5FnG#74CVw6{bHd=>IXAo+)1u)l3NJI)w#%c-bT3To
z4m+jv)};NZh}Q$&?mPv)A{?v#IJ9Rj>E(AJqWk73?k2KJ$Ky1Y0#%ab)Jy*(yX#pN
z$GU~x^~$-YK><$BV81CQ+JMI-BHYr(3PPD`^=^@6)2uo5#^CEM7U6-sHQ(ydFG6*}
zS(*%ELn6B0VSzE*q#GDvc~9ozL{ojEgc(<f5~Rr=A0*m{J{lZt%U*jWu)iWx=-VwX
zK^pV|>^^}6WDMShXyeujY;kcNslT;cU;27D;H^hlxh_ed*_D2FF`k|QsCKqT8xz_F
zd3JbUMLK`4MH;qoCa`8Rz^P9Ae{SeOeQ;8hh*MDn$J=NjIseT%q<UryE{^$ww~2}q
z`vPI#t*R~!T!5ZQMA{|AgP9;g<-wCSIZwht+HXg1M{H=Ny%2<y+dVT-``n_u3hIQj
z5*#pgIQdQ~&&++wOs=NnKK`HInm0`B^EB@w7L(>O0rT`eFqRQUq;o%7#*zWM>FXp?
zM-Ut@;%k2ttAO#}>cwXKB?~#RzJ=m{8NW*KbhOHxGeSybWNWCJ;4@*XOUwMA%{2|6
z*lmR2dLYZ_qt3HVI4?o5c&XZ|RiHc2d*Ipn<BYR+m9?0Z^t&izQ7kE-#o#X)%krF;
z={^?BX@Gn6i-#b79ABQnHJPrwGXiG#ffvZr;!x)qbm`KS@bbTakLz7C1c$;z{!0<0
zxG1EVs(HDbP8cZija;Wt;99rffwdKQoFs(erF3y6*fKoh<_jPN)&7TLqSM0;$#3$>
zH21bGrpx+iBy4}~4|>DRyN&bz6b=hlVa)=YkF*fmb0t|{Eu}~)K@6uge<Z85zxVpg
zTq%l-C4>WuC&{%$AQs9!g|~6(Wa_1VZ}peVE%sdOF@~cz=?(YjoI-zq7tPYQ^UvA0
z1a-9ch2^FD$xa+^G>{ZYV`{f>`yQ*)n5gvH`-u^m%se?SeoC|WaZwctM>*c~eZI08
z#kq-+mptN(S1EfUEjLCgT0zju-qZBa<#|-=Hs+?&n%xvQ`TVqg^bfR=)P<!U#Co8I
zie4f_kRJg!!ukv7_UE?ZwC9u8f8CgHY>AR7HNvz{+)SSeO@9=0RXJG#Z8?c;#Z}}(
zl*ZdQas1j4<(EbC=L~+A4qHCf$Sa2=rErS;_+1clR$khk%eod=fq`{_nNK`8%%?YE
z3?tm*&h4`wr?S6D3(1s&{BVi8CDO#b*NLGN;`VoaIM6Q&83|vd7Hx$%IVT{vpBR1m
z+|X9pqvW4{asYeaZ>SL-LfHD>vM~)ZfT6Et>asCI9d_FIwR7{Ggoa~33%V5L1bwii
zOSMUTMHNv$#6sR@&1=`19XnDfa`%U>bHQxpTKP-&$?kFJ33uwL{uU{mBtseij0Nd%
zb|7|KQ}}&%I_bh%0f*c_FgcAt8uwnf^wqObeTfe^Su|50h_9;7%7C)pnP+R8b;NVs
zC0bOH!}Aw}IGLAzkp{HQ^guc?Ga%o4*=#^$RSlK_oLWfgwyHqld^j+Js-D+&xyo4c
z?$+wmxh0W{=$eU(`uKeH$!vFH_*X~A68JUKnZ4O{82ZpFN#Gdsk2=R1Nw7=$_tO&m
z9V(A8&06uI+abwL2j%c_Pg^xUe!=1RUf1K9HdPKMm!QKb+nPYl*}llC*WBf0b5hr2
z6>v~8e?Bf~yxEZ&PO=gz*gW8Ce-oM5>i#?9VMP4Yon`r1Fp2!Uhlw4RSH)g(=hKbt
zhsC#iw{qsoaJm?tcECKX6T#!AMup+&4A2wq*{G|@Op@zPlb#kYJ@~PA53yBYHCBol
z?UFcT=nuxGxnDfaC|TFEywmi$Ael^4Tk4a86A}<0c?i%41AU8YWx$Kc&5ygEd-fh_
z4tZXhQ)dkUqM{kUmh#Dh8!Z)U>q9jXiq=>jQW{nRy2ocsyB2>q9WVcm4IEd7I(x;<
z4t?W-8YgVnP8j+E2PV(t3?ZqT34q_eiFM1oC0(9s2`_Wcw!vl<(auh==Q{gHma(i_
zN;M8f_!8x(TR<zN9WWM10LHN|k{}i2>KNqVEV8S*rv2^XTJV}6=Y)E*+!ddAXE=Dy
zU|xcxSJ4YU9U1*grYndTmBERD37LFmq;?MQg|WM>r;>Q#6_5L}w!6!R&U4;KferI2
z?p~*WqFhUlqP@x@JM8)Qg=Mrp81TS$30S1o6zFtrvL=C?5R|wwzzEMC2eO-+d0(6U
zW5RyE?V{H}jdqZiNj}Q|&ujXdl*#17Fm)4n`F3_-U5U*$cTbaz`BFD}^jf~0&b8MS
z5)?qJnfqL2CoYJi-ycXb8|9Y|4fu=^mya=VR}N7)JAFz>Cng}>kj%5eg$4kF!|^Q5
zXyVkF{UTtoi%Yb=5kgzw%9%Q@4b`9#G5^A8y>_~T%mf~}T!=w|{)B4oPj`#wSBLB&
zz3q&?-n57vE_ykM`}=m(TGj$j5;=SIi|-ldAf=E3IC~ghuopvQ&sfju=feHxRT<g6
zbMvD)V8uni5D#LLk7MfM&Wu;l^OaH<7H7|PWwK_BEo_$UEKk(EN@Gd5id)A&1n6*V
zB<4Z1x?)?RqxlJue=%!Pc$HrKFIi>Q``yIS%VemwUSJzdglIJ;k(iNDcZ{yZn%u8j
zp*eg#%+T~HkW#ywA8+8c30uhn(|!%ewKBssS3VH6;eKde5=~aV@SP^x7WSSw<vCEt
zF1A;_nr?lnFY;o$SsFQ$xe=Bpux|b|Nf^#ze|^}HKzA}du=pvj@+5K5YY6fW5*tha
zRE|09WorqZ%bj_l(N-_%S{t8*X_sR@e+p#m4kE)?E-3<k=YyNqnJjKagJPv14}CbL
zu<mhw_CjyQ4GI0v07S<n|BMY!p%JPZUHz%0KIkwAc0^!$2Ty3kBlb<Szx*YW5pO72
zSUy)A-85M3>jA}rYl0F>bY;|f-R}`vb#<B+sz)25E$sJx<G(X%J<}EzSW1e5v8pIz
zg4!>F5+MNKzBN<v{)XL^jAI0gx+v&9)5h(t2#HlB?xtBM51)GHG?=rt!iT@0Scfk!
ze}L@R!%5jL=+xzp`0F#K$TN*#z+!3=rPmvU5qgI62oQY*(es>q^p-f^tRa&wu&;p(
zs+u}M$jDTv@JsBZ1;xz+ZVEz&!Oav=DC<Z(jDd>#grv}PM9?|=ewMa07aE>}w}1`-
z0+)QI7=(&arIqUpH}^t8G+Jj}Tl$K#Z|%$2>LWDNI3-c@9zmw@O=Xoxy)V~ir$=T5
z;y!(KFk{9J=G>;6!X!2V3POkWfOjL~?rTMys)Sh1Ep?j5?*-O=EQ(y@rRGP~pscTi
z*C|mQ>dhZ%AE4D^B_x~K3|M6rUrxB|89|ORs}>D@!Es`T-Od<;&M+hu_^CrHI(Ot}
z7jMJwgBoF*kaKJ8eE-YW%$Cw|R(S5<-ZMZO%)}HGFf`X!Svx1P;OX=I59r_xpAucN
zCTLj^Z@30$`;Fu1Xqt(y1L3gam7+~PpFEF}s~;Y8Q}J)KevRQ8jk2Ea(>elRKPVVA
z%BZ3iCi4QpJ^jIBYETQPmTU;)xH^0wL<7bR@%({4t?fBEq<d5^`{kZN?H%DCFO=_~
zguE^`Bsxi#Av_qGJ{iu2NR@kG?l1lLzGixe%zEcpzlwcy?((PJ`o&dh`B8)xdaYw-
z`5JQ7k)S@)H>Vj@1l~#esj0qf!_K_9EUH7(WQKrsfJ%-?AWFcvp~(bbBi6<nP7n$4
zYTshxcRZAEwtXkXuO1D^iT{4ZYK?PqJDBtHJ+@s6LJkq3INcRjC^tk2@L_!;)_Om_
zNwK{BIHgwE;oBUe_A~u!fzKqyZ+=ETEv4f8(&qqUL}82(rUB*619}ZRi$JIsoAcfO
zgdNE(-6fRMnozXsLd{>iHo>2k(S{W~5?(R<>|yS~DEo@rB3EzqB@=wWMJDIK{!4Wo
zIAA?i!FYNlQd(=sJ>a?>%C;}y1;G~gU|y?iq)8xI!h(aq8bs3BjDzjn5+J>^B=R9f
zWN@N~gtSq1AOXV&M7&yep{%Jv+BUe@`6tf3|6$xI_~Hp5y=b*R9{b944QKTLgNQk7
zkwE1L|5B*bP-$F&L<Rg5N(ZEMK$tJ(B}RAD;d~rQrWdemREhzdl%<BFbA4yD3|s2n
zKKVKRj_@H!e91C*#IF~19}{{01?C2xyLko9vm?lK2Et{d<*!_%b0@~HEHB!hE?q_E
z+#W*L9`i~CYwpjR4P^&z)drbaVx9M5-XI+X-oO|Mx*n**E5YHPrzGPPTheT-^=~*)
z={!$;)Yx%Xm_^wStTD3|vzLX}AUFfDc3>u)R*$VH+;k$qu~}#J$Mcu?3Ja%4MK>L<
zC;O|!M}ohdPJOU*nJQX;q*6{yB_vUFTc^pj+uLi&Blew8*+Cy_n@!K^7F93BO7L_C
z-LK4ysnZ?4Ode47&|M{?IxkiK%TpI0;zm2duvr35r_VcKXrq@cagLovx{l5T4v@@G
z5$tY(93naX2A8eU1&>saQjgXqdCjVD^w=X@(kh62XU?=`80E!c;2qt$gL$UzL1(-H
zWXsMZM^o5+3J|U*Gd}jm6*8{7iYCo{%cFEU*%tp${>Y>5vlqguHa+9;C-EylIOsW}
z4uKB%{?3{a96Wt0m?fQ|Cuh|Qlq%&7^W1>ttwI|eu}JMM<o*=P;S-F>$u6s%uI{<*
z&LU>Y@|Mng-rK6_lN-Q>Y`MK`t{kK)b^`0gD-FJn{L(g3k3S<Y0q$=Yf!84J6R*T2
z@|d0`f3SV)o8eYs$$l?=6j?G8Ps*DsF=H!7v<Oc`X|bu|jZzx_(JnvUwtAKp^zU~^
zBhtemQEb3EVRp%589RjNqLjO<Cl$7`T{n|g4LOj!si9<YI_+d>v4m*cC>|QT)@?R(
zU#s&mKmYi6eeqt(*UZT`1oQBImb~^$i)R$=YkeCZss~Q_TbtlIohtMnolSVXea=je
zLN#DHM>;iF{a8}aD=}gzR5WQ{O3r`{7tIr4kjrX2OfGmFW8F(8#QBq=SdkEfe?qv?
z7OSUaf)R^xw0ool^)$M52Y@prUfV-pP3}FwN5av)tsDdb9G>1W8#X-Q-0>_0_AfnT
zJL&yR#IV5Z40fMi?AJaJ5|JYKy|u|PcHSfk@<ll12fc6BJeU3W3|(48`8~wM&RMnj
zPVhUwN#{Q;dYwNO3YkwKuOu%N%iWt`lQz!)62cR@0A^FWM^M8s#?W-(D_X_6d}l*y
zY~~+vs?Mf==o2pH@%%;m+`-vr#QQep_s_ACo&GzScEMIL;v2tzuY4Ji{ebwIn-NP2
zg@@pF+ih8J>8pcDbiwlmHoCfv;=`=+*BN8P2ewSo-yG1MY-uADab9?N2p7%}0qZna
zX{DWaE8rK-vwC0ZptTx7$M?a(Cs{sGKEfU2Px^(dHHvRYIK8Thg<%x2OnZ8mUDQkx
zNzx|RtheoYj>RPSY2J#K_m?NS*HWk)Ulhb#dC1i<`gCO`Qe7EHPrbH{U*ypy+TTGp
zs}39u9GUm*8F@a72T~@Azmme>75_9fI=I`0wyqc$$|(m8TivL{(3{kyUhv(1Ov!u|
zAvAoWJMIU%&@VpETmH2H&2f_f?v`i1`NuYa#}!+1IkJSFYLdw&>e%v{aG|LwG#<~-
zx57KGSS*g?RvFhHUXrlkt8;Hs<HB*Nd?N&*ua)<O1;^<bg(aW)R6t*3laedW-=odm
zFL$)v8G|@wp!QExHD{h(&G;>HXHv3R>BatH16N010b(463vnv@OZJEogp>0kX(7^9
z_a+i(^-R*M@bVY*z0y=e$FKA*f4poxAnUrzHZxp!3XLV?0|P@DZtxR9^}l41qCkRQ
zC?1K0;^s>sVQ8M<kv_d}QQfdc$ttP5hc|T!A1Ci6iys($zeVG+Da30w_0kWb8scl5
zzFY_*A0?;^9}Ngt^p3Ab?L%E!!G*8RF5j#I;?}wWH(wca<z{?~W3c4O?rm~G&r}_r
zgFfz4XZtaz7#WKy-LS?zoh?YT0FzOj_CzuJpT$(m`sK%gwPq-eo}_sssxLvtsTM6+
z*m?i96Z5-Et$*H+af!YNOq*ej>eCyZZVBvrLi|GTxx7<<JGj{*+T_@DCA`Uef&ZZe
z<MYjWCe@0K9UoOSPs?Y%Aoq40S3Fj{{^h$Uo|8~yUKx12=0e~zGLJ_lUZ6Iqlh5LM
z(@el3|7Hw(cIl^|?Ys^hfm}Ylbo02GZLhs?yo)QG?Jyq=>ZZLuPB2s&^pLc$(w(4L
zeAfMOUG+mM4^CTH%KycWhy)A#Ju$A3JS|q7>c@3lP+Z~7>5@86<>IBqR-WTAd~fW!
zN(c<GZA*)xE?c$os&_Zd4*xa%Y=3dXx{p;srvdkU<x0>tI5HHzuZ(|cVbc<dh&xrj
z*RPzirmd~oJ1XUKa;ZsPa*5OQ18Nb^uSAIph#j>zG7tThB&56Kc|g)pW!h4UB|$x5
z?yxxlb95(8hQtyUEk9zl|LkVcGw)TCm#mr;R9EEgy#DizDt1*XJLw&mONFaaWT;JW
z`XpCh?z^3P&bvQqQR$;YrDG9H>e)x7J^r=pkuLZ>rExs(q{+A2@l7H@0n5d08?YzW
z%ur&9NYBIAyqjpzq}2pQgFRJ~mlEYWrYpiTEY#Ok;$dY}WX=-NOWHQ&YF;1LF%3OL
zm4~QXr^LYdeX-k1ic=FIZ~Z=es9xOdsHp6DZb$stfa7$`yX3_7Vm-E!+jCz8W4jpY
z)wDS8pR{coOE@RK2f2cn35GUWK;$SrqQTwr`K6r+%xe~FD{9(ZX)>xc$se9y=|;sZ
zkPj=CI_$68W|uK!oy)MGH-yA{4X9#qg;TF4XA!$UCC;aD0jtLX`x2{%4CRpeCGm!+
z%<=23JV+5^@VFjCHy_&5BpQWTB`L_f7s+PY=Sk34RhTQ^%L{a-7(KrC*y$&~`CT&B
zUvQcGgPXR`Ke3O3^_ZH`gK^c3HoX3_@-<~lL7Ioc#g3mRq4l=TNJx0~eRu~G|Lm8A
zKJ{OGS`}IpO-VzS3Gu`?Czvq&quGTu(2Gfg(}g1?z@z_6$A?t9nl>FI!3vf(_b%dD
z<_8m-MIR+3wa@g!YLI&|C6G%PXz>~qMmT%FXT4&!Gr>)2nzJZH*sgCVEeyJ^sW~2x
z8Kr)iIZ`5?U|z|-+Oc30)$!+EG<9v|{kTQb&_#=#TGQiiSXE%?4|9I|UwG&L*VH2U
z%6~JolGuQ80oObj@|WxtFtlMgGx=YWj^uy;e=UayzCgn^0ThAcXaizAFbGm)rikYO
zCxX$I;B!GWfSdo83p$D2cnzY4(h+XqDu6B(sRzJ8t75J0^O1q*+Qj-hugOxEMyO5L
zSjpk8_D7!&?8;$ZV6%XY84(S_dQ3<j7EKCboD)pct=)sr72khq-I(B5sNcFrR^=c_
z7||rdtpVu{rN3pm1m4Y+&uhv!OiLBGb}}h+XW-N6*F@CiugbsHQQgIkyjE#O!8;7z
z{w3p4U|mJVwy}T1@V%qdl(r}CQO2_ae(;h~iAtI~;k#KlF1!Nd8u63DqWV)DX!Xa*
z!;1SlA@aIX!`&My@4AMSoA>nk+%8>X(dM!<XdZtcz(raX;6Fq<!)8mnZEue`vy*O2
zS*i-@_<9>1pzk<>v8z!I>A}5!xYiU2T|jVb%|;#mImCCOjjJm}q`2;92HvEt?;{rb
z?8UH{s?BVMf|yWPnWsFs28p&DtmwvRp%3~&YZErUApn6_l`>bIbP|N<N{YBIv(H+#
zbCEu}x9@>+4Uh<ClPN}z&QtbNCZt>BO;QTUIZ)pf@ulGfBx|tCYK(+CIH6T#FDi)a
zm`AOu+#<92qu091pZAYFMS9O2gen?^XNr?K*<L1x#*(yQtDM07&4Z0H#V((nSpq(G
zTL5EdPr3{&9u+kS*z%(LU$VG-rUv9n1?U?rvPCFg3$Fu_n#>=+VfC>xU|((eI$Lwy
zU<%ug_)Ei~w^}zT7%i-#uYiFXX(buXR|lpd1pL6=3ikzihW(Zab$W-dp}8M49a6$%
zvMy;S^$k6S5c182mxTVwB%|WOL?`&Hj<RpTSQT4EkG<f|kfyrfmS)cThp|RK=PlH)
zL`IPFzOlvQDWL!xSz8~8e})t21FUdGD^_#qyUyfoY;E11@o1R$w7g?BwW-<{y8VDn
zUq0<MT|Uz`wgtB4)eZyjwOUYQW;>i+A!$EcT;gr>ds7R+RGxQJ=?;n7S>}9I10fxh
z5e#8eFy((HfN?iri3fzBN&*#*uR=H9rHOLFd}pq>@Z-Uu=i0e*#4WAiYqEC?V_)W`
zw|RWLLVkf*g;A5bVBeN6q;tfgAT(dz49!KIh&}gSSQ}|hInY)OjGo^jtNJc5?~K*S
z^YetWL+<kixo?fb4oj}XEJ-d<Drh^r_H6&UD^r|`@@LV^{GG=G*&_}2>LbGYM8>F6
zQP287_a6@!V4T|eB1yCrn1ru`3xtPbM!U7HY?Htz1G{_+u*|+mAw;^|x(a?{xm36+
z0F0+mowjm3hj$zJ*jMCoZ_J@?ZM>s<`2$w-jkrxUq3LNZPVsYd7fAA0j+OBuUB+#8
znz3+1YR%X;zGcmgz%HuaJh2(u<S)uQJ*USTK)b-)AV<DCecb|Aiza1GZ1fNJOwY1C
z2DK~i^d?JaN&09PeU=@WXt7t7zW``$N?l+gS_}mzzEv0{vMQ26Q8UL(z%@A#3r~~Y
zE%OxN#ENY02V1pMvACqS>E@bhp8@giAxDPYH)#i|lN0%orLiPIqzj-IFkV~k&V6!r
z1GU@T)SXKGCpxTOhh}@?HOLka;t8Pj4{3szJMVyMY5FSfx?wG|oX1WqzDq4#^FX>c
z*<N`wYmm--ei^dIdq0XeI|-p%3Fpz(W70xnbL~rdo7v~+we8+KhtVcHzsdjm>tR&3
zX4XIIG+X8|fAeljXl{|YmDT4HbGwGe4`jFU%|adsWFYGSj>&%2t5=53%~lGhTrh_-
zKv8}0Qn_W%J#XQrLA^#fCdm9XX=L{Ktp%-*7NIcdAoer%OqMyD?y*sNIUSxdGcDtY
zuS|lG9W=$T&?$l~bhgPhy%5MqX4_ME!9E4i_;S}|>$~o)R1N;u+C#GQ`T0zH4G;d3
zC9?zaNLxTdvURDhLhQf&;>&*-M}7t@z;S)V`t_+2VkJqkt=4>j>FTohfiV2K@VwVd
zLn<r(;$6hf8ulfIrlZwsCFv~+#}(wP6fIecyAjQ!X)|`)u+{nDvGDvEm(uH=elg(<
zqzZDS0ARRn!q$-Q9dV0jofTm7sCQveHGY!YE%D`?mIVmidiVI#jjyk&O!yw<4zwQ<
z_%KTC$T`+k>2hGQEj3u8TaCA=UKw)i?86;y|3l+<*CKCHC>d$~9p#H72B;8e35k9h
zgqhldvm>2sM3?5RbK~5aDE0Vim0tCUZv1N0F3co_YCfqTu6O;>!TE9YEGONk<`&?_
zW$OL*zPw{ry>j6r*b`>f1)s-bn{cin4855c0i$Utlwe(bofx)APTH?Jr}F5g+LxUN
zTR_mwV_^Nryk1fx<{_Oq2|^g@VgJRj=TlXu_dF=e<gJSOuiZ?<$X~asj=pZb7RV$R
zi=S@eCC0#B5jn8UXw}o<#rROMc*y<nzVhFiJq3=LY9_;tc2)yv?w2YvG^uo6*5&Mi
z-*E)p;itfeoaVgBTh?nyl^<nHZZz&SFr3dOBWb}rm*<pBiG?s1zA#G;eG(U%aI~Gx
z*S6Q4QGKU3>%m&UAR@c3>T;E~24Z^jH;@XJgT_BbYo=kq*y!;>jKF)vFZL~U<A>Mk
zGT>g~2k{2v=T5mF)~BBt$~QQzOTsAC7+fuFTQRWqIsW=M>D({7O^$T~phXwarUYS{
z-(~j@2l}s7cDw*Wm(Ek6u)ts?mr+lls>^N8<6ESYY{Q`Je(&902}~F1G6nEpPoq_1
zA{1c>KsL#AhJx-eqgcz7zcM7pV&9&sIB$v(Qg#EJRcI|FsBB{X@-JC{I8Tmy*r2P2
zbfLwITrOcvE>lfT!NiqB1~S++f$z(NPs^P$c%Bm`;@yYfc_|n>tmd>bA!$DZJvaCi
zCO5L&cVET(j$f1TFBGlcvfyRX<bQa0QXEl`=z&g3ba9ml&jaXFP9m@^$0XXUzhpO*
zdSvjl+sF%1w-XRfiiwaD^cJ-DssVt*=;w|{aW|X^?*Kq>PYBSoZ)JU<IJ^9xV=+t{
znIwAIwV4?;5Dwgad$4V$bB=px5Z)N@WoTHi?^Vw=F@V0hd;!Ey6|6`Et4LtPP>`~w
zu)%pfeh#4nky<Cz3nsi~@G)r%F|v%ih0O;Pnf069!eW1FZA2+Y^CzXu0dR519qUY@
zqbt>L#0!O&C|;h6d8f#=khoWI<(?WYo~f7&S~&hs8r88fuwUlpn0U<@bk?7VklORu
z>fL=tGg}c}ltqCH-p${BONW`A^nhuhi_71jaJ)5+z1!vNn=Ahv^i1}J$wEilsQ6Qw
zEO(z;cIHNt>z&^cq8|uW3-U_<cQFOS)G>)yoWuEbW(FGKR)KkN3`708)lBlJ*sO!&
z-JrO=`Af{{G{GbLQx`Shp5<=%ECu!xPPMGx0|-T*YtebtUAdp$yfk;GtE+OjI=DCV
zwfXG>a)eqON}x}M0g=x1zD29}tB|rO_J}M$jD{09lLxWu#0Zt^_-Da^Ft%V#dJiU)
zO@z}N-Yb(o|I6L_7V&$O-l@qJj5N2>5qZd!4CHsE-osgZk1c@a_e#+Q`@7w#zX<=t
z;78RpWMrCZK{NX&nbM}5T-bAz_sR^a^eyPs@?1^(j7|`+g~zrDiqPIr9^6)>l>==j
zY~~7(l!u`k&~^c|AyFOs7Q+i1+_H1?7QqAN!kPNWI<Po{_Jig>?@_|%es8HC*8B-D
z?JRi4NpZS_`~<^E((Ln9;382PnS1N`i!Iy&(Kn*cOdmt&b04i!Ru{bvFu(5T$c3L^
z(KOM6X|WL;q4P5{p-KCG7$?*T^Nrw$Bj&WU^>)&8Sac63HlL{;wDJjt1^}tGr99{z
zh;yQa3I|nJN6GfL=Eng#FGU<vEm#@rG02~nZaaIor<(w1Z~ih9gc+x_s(MQSbOpzu
zJ}G(CzQ19zvQT};obvqrj!wT=nr%3qZ#&yF1%C^2qi!O_KH7lZRp|;xX|A7J+EZwW
znO*pBxX=TEY-Am9h8eHGdzY_(ci;^Ex-t~OJJ&)yq+i{za+fH3AbF#?;T<jJy2?PT
zu#q~;$~Dj+e`~=GiE~C#fWaM$urGI2lDD*(@9*mJq4@YG;oG8xwi*iA;zm*jtrUlP
zW)+j>K`i?x#m{4PYPT27^0UM5&si8u6*<`-=#jyU;5EyHWKc8`E4j6Np}`hP458Tr
zo)%%IRRl5az7i=#!xs5~>VN8+5oHqVNWc_XPYCso&I)-!MFs_M`;Hr+KL-E;Ud>oc
zKp}SAkQw0rrh@+W04pHOil)c*HZi7+FBsk(L=yZyg*Ykr^5nR+<&n~Re)Yzd*1_bW
zRBxTWhrLvOAauJL4KUSOXb8;ac>g7ff`${GV&DmNNPhPjHQ`@XZF3C`%q<=gZy5Wz
zAa&NOkL+E@d}3EY^#QPR5}ZUr;%3g&%-XG=RsY)0Rs1|TTV|!dzj$#9D!BbgIR}69
zFImI92G*G1RdxXbV!0_+U>Dqq0{Al~9Pp0+`lHzf4R!?amkb1e`^z)`_*eYPTfi=&
zdO#=2Fq}AO!yi`Bh$PY=3FNS>|Nfe0%@8(X4uK1;e}p$3uks9#(kES~u(tldbA5sH
zv-r(+Cljeuzc&*|7UaLY`Vy!*CRW8JXsyz#YjVlj#sxk*?2Q@N!}NI9Xny;CAS@wQ
z6G5#+o|aoEz={&1_F?1AVYXt;ZmLC9t^F(v2q>O}1=%D~yg!m0;p9%Mh~JF0ta^?>
z_>ca|1{jj0(eD52=wh20u@XwL2=T>*u(iFZ4UT)5a`1{Gx#G5CcQw0;%*RW~`qb;z
z$#Pm#Y@_aK(m=kVSVJ9#vCgr0IMC;^jdc&j6ThTn<y)TN5^y$6wp%}*&*rtMXW4lN
z4+MV|zz81HBCB$<$Ik^u?xa*f^l<`fw?rq!TG5DiuXGZhJIb~#Y&xX;khsA@-bHQv
zI%H*L2FeR`QLzx4NqcjMdZDZ3KouyM#md#7>WQ-0p9rKC1dKjwM_!d;AMI^o$Y@}p
zsM&ueoWLLYaUtPn_^(K?!tQc)%pT@zrn{8fnWpohbJ+C`)%G99uP^NRr;Y}NdY^gi
zO!<>q4e`GS#;Xexw>HfMVD3fmwcvpz%ikCQ24K1Cw5Y072*kCp1vv6QaFwh|{j)YR
zm~x%akd2R9h4sRt0p)D%CXgslm5Csu4s)iK_^9Nq@-ycOxe7Ix@$YOL2MS<@Vrgs7
z51|~mJd3K&Mn<F0AFH|YMRh;C^vQqdG3&24!_eSh^&VR}oDAkNgP-29!lKuMCYQ}O
zM~$-ev-#;^6)!5720wAb_g^`&yV^~mE`aPBJ^>8V4==T@=Vi&yy(<L1FH}M^jhbr?
zax?S#PMQI`26vkpj6sY7g4MO}PIhY%NAe~qWI<CHJRapSGb@_i1j=?Z{vf<6;#3RD
zVM-J@vTOmK2z%;^zhuR}W@GAD95KJ0%*J&AHktaDECGTC$`W0(q`zc)FQ#B8RZmE%
zsduq51NRxH(D(E&SGuK#=W5Zb<pv#VozA>d(S0*m9n4g<QV7nLUKp0Px@o(#*U+^8
zjW7z)#Jxv(#X@CTFnw{tiF*1ckE>ojWFf!e&b_Loe+{Zgls8)k?d#&D2&T9c%r1!q
zOuK#KSYx{IyH3^HvEKR(5p#!Qwngx|3Bys@&%0bIX4?S6@3@*o77X15wwhl;lL{58
zZLf|TUfTeP@cA_?+GJ!p2xp-#{ir7gRWp{YGHs<BdE(CI)}wUkeKJo7--!!g`Gj+p
zgiIT5ONn{=VzQfLSIFlwei+0ov#QWzj5T0aaTKOWX4Q$t^i4v&{etAN-=BQh@qW0j
z`LODsEtS>CdOS!A_3@M96GcApai7#hMW<F{H3eb|fIcst%3P2DzGpoBNQ=PgM|#2p
zaD*HJq$JCW<^PuocwH8LqyU)CIG@lk!1`%`QjnFf0__0U%+u22c0*t)ptb=x_##*P
z`aFy~p^R+}4db=fUq#R9x)fVwWYBK-34K40%oM+LA59ZVd_E}ys#Vyv0>a-WS#%q!
zl)k)z)^$Y<-J1Ti-4)y{zf*I-)U*EE`i=~<rzK`1A$QKyz=kb1dv0?G^lt)O)MzIx
zu1yvvgHleqhP$C{k8G?9Q<Co%0pD5_zH6kVTxjc#&B4wAG_w;XW=0<<2=SpfdJ^44
zL7S5M^=KFh-na{BIRn#=?=9Xk5YU%R&(XD=t2vXoBKxa)K_nhwn_9*>qSv!W{Owvp
zNMr>Qf2b+r(jNVSD1TWr4^MkupFQo75nH)F62;@%-_dbbaSP}#>|m>byO9k9q5rK4
zMnDzN=NP5Px@Cs0I^n5T(v@r<y}5(4ZyVHGB2{5_;Mp})W+(Dp=zo+jt^%{{`z3X6
zc}k*<<p))aWWl$V*9|$0;}1AT?~bphZ=<%K82j1mH=stuAzmL)IN0stn654c2?-4y
z+n}BF!mtqAzU}v9D=DA+ixJl`n|;W);45{5U<TZ7ce1NxI!ZF7bA0eRZFhOi$MFnB
zVSej3J)x-kPvRtB@$p_N;*DT>#1QV_)~nYmz3&NAooP2K)@O5@^oeg{pVYZfLkgWQ
z5WmzZ0VxPBAihQI^`X!Y8Ru#l?T=_ySlRG~cqv!Y3((%#ij}Sd?RVFH?*}B}paPIX
z?CXw6!Xm~?fL_)G#xpmPqk><qlPR$JGW|kp2DS;V27Nnw??KSRE8{fHKXNH-IaH@V
z?ANMGNv1e`P<e8r4Rk%QciLzfJVZ*tI7wT}W{zZb9Kg04?6+fYer_8h*>ef|3?*C}
z;NyHzaV0{vqxiA*FJU*f=P$@^la(4iI2=0<!+s{_i2-J9ibcO&o4$tX7k*yQQ7};O
z5H=DnXB)3iHcL0+VHk_|OPL~#z^QXqz+Em7Hr0zAGcP~I#coVN!j;s0>zl%##LMIJ
zN<T5CAN(@A(P3<o>)*Pc1TDR0@0h72{^2i~FI>*lYIi1lK2U`oTMVqeFw6`w5)KeZ
zmV^f4YtWw+A)s=x*(CLY%LM9V2sz7%$UWeYxnP-DNA8jTB@-hTAVwU5uusnS=1H2@
z)WBJInV97xZ6_G^jFg<TU`g1)DD6oEp#&0xz$}^F$qzr<?!=W3x_Qi2(JOp*wWINV
zs_fa7_nJ7F2-9#u6!ff=&FDNgt1n%%pt)x6+xR^1GNj5qeJc;H&<Xfx)NBG@|I3bz
zi66I)(d~fIsZfNW47mFE_VllqPD`_8AFafHee#vIFVK$Gq<`}@jIKp-Wt4|B4r4ym
zZV@V;?f7CVGEyMSK3-Xz+hQ31)<mN-BCxl`G53w%pkg=%?+buz&1+uFR)k0BzFd?Z
z_r#*0johN{f`!0Z@Tzr|sb+^={*M*rx`zUfNqz83@RiN3H!#F}h}umI|6tr$*Jgwu
zQ<~S_GnNrhTet5uvwr*PDW71Z{oOfcg25J)W2Bl_x$E$Dmx+n2qJJHUW47|dvSDi0
z!wG5!9RzXK%0z;$W{>tYN!4DM7ToCY@lh>T-N+T^rDMy2w7<qk+BXbQuXjPQmW!6l
zmR(_v;?`CRH~M)~svZ1&fRUaKO5TY3Gk*~K>3C^e$u3H<ArZ>qV#fWIUp&oYz4em@
zA@1O)?XLEQfV}cc^=L`WRd66_2*dyk3>B_wWWI%jl}i_f^CBb-uP<dh)8_E_-iTi{
zmv_#WH1W-6t=Hl{aWi1Ji?47d1`(L#d!95pIlk@M40bCs$$s*zbt$LW-zQY*v)gDm
zDGD%F+8*uvx4RYvTPc7YJ(2?LDY*h8wa$ov(YGKzNI3e@rg0NmxE`bSH3a~lUEV&W
zef!PYAwGN!Tn<A&L!Mt}hhuqafs;Xg<_%D4D5hHhyY333)CmcBI1FaZ8c%=Pd;4vp
zl@%e2sNQ~_enpIGy4%jBygEL2<wXA|b`Kl6KXyLY3#)hT9pw+UGC~I;{p|erEm<j1
z5++(VyB(<edwsw<unq;_9Fkf)yjU%TZ5hvOCH2CnmvG0cTCs%dg`atd#s+y3-reH0
z^M2eJDrDy5X_J*e#^MzS6D|dv)dDVqJOa3i?>x`(ym!VGzCAe*l*{5gf7;HJ`=Ea_
zZ!z@N`qcKC>wvGHY3RI%KpEh=F)H5c-Fqj4`|a%`&pQ#REv;M4#V*T_FO<!Rl!7dD
zyon!b4Z+qhWdT{}EcnR77P!8uK-h%^6;ua002JFQ_s|k3sl#{`L+79{SHBWHhcc&c
zwGld^(GRp!#yq;6RW^lvz?H~)GeVA80%$iEPRe))P80YZ(}AFe_~25)Rs}c~Z00Sj
zT>We-EVNU8IwZQ-lVu4ddvwPLagE$V#Eq(!&XnP0Vh5JPKqUl;V1rXLo>M$tI>gT^
z%(u(_Fbla-h@@ke^B~--QpR4%7+^w)d98!*5nPCE5WTh5OUIpgWD`u$dxvYX1|h;r
z9;*p$M}5`eJwG5tgg(lZvJU>)H6Tb&CNk$yW6o;dJ4M=ncVo4(ZU$GTkE(gEyL^71
z7IfD3DwLamocPm(^I7|m6sy1qL=8)P&kS|Sf7`v!C63W1zgRhvkNmlE>=e8ZuKcLx
zd${3&w-$qUhU_3~#$<q)fvts7*vWXaa$D7I<B8H<3LfN+WQT;81}7QTq{`541<|Wc
z4KkFeR3~qHae;zs$dO))Pya-ifm-S|L39wCl|x>F$~Z)K<)&TjcvS(vNv(EDoRe|P
z+s`jeQohsj2Jv2XAFtSvgS2smnnt#sBK^=w%s;x=a@H2UUB$ZPq6((mD+%+<<3d0{
z+2*f2JT`e|-{w7cc<bBCOfRO#hu`3S>Os>;UEHtkfNEed2cK;!zbt@9Hm5Q+wEch-
z>0X*uK!Vkfmvko!|Jcp!yXe%^*H@m&fOOwfre^c_ZBi%l5irWP=(%h{%sm;TwUQ~c
zU7GtTKb~jo3&PAs1#_8ZrQ3RehM_UL*04iwee#LfFaXh6VKD$uE42aOiQQ+~Fzy2M
zzaDZ7;1!M}4^NKJzM_Q%V5aB$`2dXifjfpC>-<Z2QVkT$xN*Y-Zqg8$2sqvtGZirU
z?St$7lGRB!P`|;e1#e(it3@aC#=`2>=mP{krQ;g$lG`l1uv)P<uU7T;**|9rhf0;#
z?!n03&h%^o*<&A!mJNnT+2|O3o*_r$6`=7xSwco7Z7Eyk>|Ll5`wYbCfN_dP?r1Hn
zT+$G+xP`qfDHL{?b8GYjv54T&!@{WD&-hd-)wYp`A3x5lChh5R!RDMhuiV#Eqz2*0
zy+M@$n@y<d-O*F6H>*bV8lOf<04cDa4jS44d3aGRK@^Dj4j8BRP18~kjf(jvk^D9j
zcSJi#=ya7X5)J_zlCPK&r=dc`oE8E8Btf0F>tB`RHA|HR>*$3spMtC+-XGRA%@mQA
zfn1}U9vH0$!QPQ6D{NIFMgFSXvO{CHF?nJKp+T(LD7^0vDEgI(0Y<_W-O$zS{$6ZZ
z?zefb=AQ<uvZ2)5hJ@?6xud1VuVvSr<ny@eEN@#rpWpaPwmN=B;EL(mwD1IfL^(88
zCzOF}P2m9rGA%?2oEUnO#BA_8sLxigInMDc_GI|U`S;tMOPscMIkq0vM$YbT$o#(V
zC4qfEF$voJipV^A2M7wMmt!v&qTk?^gS)ycAKRK_WUYqbt^5VLc-i&efyh21`H^;X
z1UO*A1eE2Y!KajjuO(i@j3%ES0b0yaB~2DkvG-l~T52S7RC)&Yj|aznm1R<O1X@o3
z;Y=B!{r^k@{PUgde+mSl@n)MK!nGKZPD2!IPjdM}|8(6MevqyTGCpCV2mQ(KguVYu
zwk-){RW$=R%yADAdktu-9!o(JXEy(bim*5Z)?`d-N=G3GA2^XF08^X~Ea+*F>g8jA
zLIfQ>`6r0!g^ku<GMysC17LEm26#<GFAPid3wDzIWB}PAqmBgRhM~nIk@G?fD;B^c
z)3VUcfPLOyGHq#zvjZeK$PRga4^AEK^$)m<LPB>pgAIsFU=%DB<a7a0A3sq^#8B{s
zHE`-7N<o)FYQWYAKhlDLfSH3W*h$7ln-DQkjlvboO$ZAKK)u<(g>~s%J9~C%z|-Ml
zb@YwFh^u=}c8uCKg;iSfaJ1p*xlo$`P>7v?E_D5@lL)Lf&x4)&7|9mAB;Tl_h0+8@
z+LSnA609d=vzr?JByGQnyo-3V@}v$uu@0BlIkleDsoQkgpWT6`xN@td<-68j+=+2!
zguir&xclM_``yBaW8yc-n2MoL=<+fRLHP>-1Y$qg)!q+i<qsBW&Q`cQV>(&=mX5Y}
zL+e&u(sf@|*^66X;3RsWv^TZ(pi5|=29*AX?c`o1=P1M7y6><zxI?my^eyLL%i2GO
zw|YQ|qG<-L2M|DXO}RKzB?w@ZqgQB%J=p)n-g`$i`EFaIC?F~bDAG$55RfWJ7m12=
z0Rg2$M7j|Wksb&F(u;tAf`C#)YNUgd(5v(kdPykK6G{lAc;DYX=i7ImefHS*JL4O7
z+<)#L3^GCjFK?dbS!>NT*PN+o?*iPbGwta1Kclu;g8;0&RSCIL3x(q)=YUV#IzMRC
zl<AUoBma@pxbLEl^w6f<q_q2P?e8Eh;H3{$#TKo7BXkM(zx^_5>$*BF)mD2t8}<5n
zTz8(c!rQqzaGRJI{yO>7p%h=IR3{uXlTS%@xidRu_A4W&E(IVSe!=3t-g)Xr`*w&v
z^Z>OJB|AnLwUP7d;?R4UOCGO!X9_sgovnoNex*!+uyJO{;8Kz`Unqa&Oq|N%jY8As
zzeXY>AKkv9&8scc{QTQZl{cGDLQ^uv#vTT3g!becyn97Z;p3O()#|Ljt9oNVOmz>6
z2Y)rY7Ba~JOm3RlMm@;6cCjcom<o{Sx^LDjj75Z#TyhPT_gFW6y!h$b)A8QwS|Za|
z&fo3dZ9{;T9ONBjD!T?rI>0TGN#n?_gl&Ua2*r=EN1?ocU~CT1+{MZ=V4;Ggb-@WO
z$2VgZ^LO31JmblE&6l!)eCevYih%2FE0?s(r8{8>#{*TrTEw!pV@tx~>xMX6$S&k)
zRS^hDn;_wOu39?V7(3qmC{;trk3Wv}i}&5ZuJhU}DS}4>LHbaj8-sM&W1s8vLL(S_
z3(V`@!Rl6;Lw1)FZ)X;bhF`N^=j;snL}>$GB>7>-TAKxuyDeV+R7r1Ik#cucrD@=g
z4S)Y#unawQ=0}jt$5vH0jc?^~ZI{#+R|1jI$?Z>;d(>DW-{~CAy&N-jciaistPYBp
z{{WmNBcvQ(rX4*XN*!YmL^?1ftokGZSX4liNIFs=zbymyqrKdzAJG`z+eFx+v<?B#
zs6>!0uvmch$VwCN&Sy|0ne!6t8}LsETm+#^;P<giq{Nf#66E2>?Aj;5A2BBpJQu_O
zv<~L6OkBK3DC?Ay5PSSMxmC!!&V)h9==}9yfM9%$*%Km{J>`Rk4v}JH5{QvDaNOqU
zWb}GzSia#x9?OwtWh#yhOvlb3#Q(~`Bv&Yf_<Lv#zU&tI%{L959R`yw>2MmWwsveA
zMBnP9Z@=58u~n}nAga}KEq;OsEIfugL}0%RR{}c13vk>F=_TPhFup$20>VpgKu*nh
z;o7YGR?=blMl4?ZSxtsydQ3L69oDx*_EpNdo?^p(Z}Ha3P!e)E0`7=BWpe<A_J~82
zJCFwi_7>I41efJ0*v+LlCD|s)b53R{nY}(rj!y3@D?uiLhrCo}ZPBNFipsL{8?C}C
z3G0pBQMY-l?xu=eR_YGW(JMZ#w1q?<Yn?g+_P9uv*{y72mvep9*fzLo`)|yCcUiF|
zuL}3`W$3E{3LK&oXNr`bTz6+S*PIoDu4HZD?F0?zrwhO^C!we@SL2p7WF-i>#AvEt
z<6z1n=cBLer*sFhs|OnzO_<8YKf|t*1lZslus}Puf`Fp4rw;iYw&>b-R_`)XD!4So
zJ_y>H(!BO1%Tk?r3mKYB{1P<vc*Dfd*_$F4qo-xZ)=T~3!o`-We$VBMu3ocpr4Cj$
zNx%#5AOKnk$p_#k$VuVKtj@V|T}@Fmgs%mV%$IkpP~66>k-s)J=Tj)GBNF~zyGQ=n
zwV=yET)wx_0EUb0j(hVPQR-lFxk2QhbUvKseLbfpZ{#UYY$$0TW{Bl0#lq1x<x3ec
zNhp8bz7qxMHF^8%4&hI`MRjCq=|YEb>3Hye*|}DZ2rLAjgwxNP$&Q2xp!JL>kBd<3
zsVJGAR*kEiH)xg^&l#MpyB%vfY2=YNo@V(*wX*$lD3S5$b<0}?%0`e&lS#W}L>uzq
zcF=s#Ao7ZvsyK`nyBCX?lFyZupj|t6+taP<CO7rl#xfG)+u{|#d+{baDS7b%e9Fjx
z%sjCR(5F!Cdu#w_=cdb7-_em0InF&vx8`4~y6rq+w3n*hUzly+?3o{AyoXKruWvn6
z+|XMc7zz-h&|yA{X)+naVi?5q(+gECU7<RY`$}MfutG5Gw$C?03|e9*XAWwT2DNh)
z48B#H(8su@l8~|(#QAgS*)z7GTFSx#!$|eeThnII`dYO@U$?bMOFyhir*2fzg4VIu
z)WWkH{towdtb|D{aEf+XG<f?K_%KTukC=s0^fJ0Y)<6!cyR#)O0W>WfnpFGYpMI}@
zJYC!x2i+MhRYVA$7~7<}?|~(ecA#)&g$@9t^{&Yhcq@50z&L8H5A|bz<H_+!AdcgW
zz^_EJ(01BuSiPW5V4#y_OvM^&+@&mWRPjh)bhn_E;me5++lcJ@pQo%|Jn_@4CqTkW
zvq%j{Wkl;Maot;|EC?Vb+@nDI`XpoE#3|k*Gao6@o+s<*&n~PjNIC*9pL}6x<XzC)
zzcSlIhWCOZk>%%d<q`lbz(_mS!a!cql>o%_jrUB%4K`#zF_s!H4J09HSP1bLd8&37
z5WpB))}#zc;esOjH_p&hrt5iqLmn0aBApQZAdY`bxBhn@`+{SE1JVJ2Uu)o}63~t4
zlkETEoco_f001xH&;QiD?O##%mI2a*QT9wNzM7zfTO~;^>Ag5;3%aN)rtu?dVN^<T
z-&|n+c1G0m*Mo?9`ExB78RwD=R)#v^GXWS>w*=Qv`ywmJ&If&0xec@PSWWq1QS!F^
zf=ZQIW{IY1)fpnd8lwU3e3Ckjh0^{Wz9EX*xeLGYx3C3|M^ekq?tqpRVs;yqoC<$c
z&UK#c=oc(%Py<PWG8;Xjj}i#JraKvc6ooF(;zF7%k{pA<<rl^F?I;(_iT7cFgstTv
z-r6qcR-AXcW>!1#wozTJmXGX~LiX84kDUHW`<MPHi@oh4h)I7c5`Y7Ql)`R|2i>6b
z)&5+Ip`L^IvYqm}CMwxEM+quu(h-c5V3WHvPQL+u!BRTF2}=znDpQ6pQsf)hRIlRR
z6^`ze@u0=bbxVNrz@J}Hq+?06XVBMzQn4q#BS){jEw!wh0sY{dAFa-qq=A8o-Ru#)
z-wMe0oD`F*kV|O`V1gH76U+>EYLawkA;|1&W>ytHmD%L739{qTOgd%`J-+Cu4iYQu
z{@4N<ZDeWpV(^h475~xqb!0f)#DtUPax0+7TL>jg6SRpgLF0>+oj<Szp(?gM(EO=-
zgY8Tm!N%GMxBGDd^%}lZDk+f#cm30kfSGT2>l5V5`JnNc8Q-Fzho;sglgbX?U!QMn
zf0UG>x)pNgc`&#T!V7zd6>jIf2w@?q;b;>gWWU!bC>&pK=XC4K@0shaC^O5VLS(42
z0Q{SZKU7`F$QW$H@^SRSfpy)1YEPy4+^o9as(|*jcdK#tMT_*gU9Q2t96<Wrl9%>o
z-0{UYDSS$JHd-q3G%wx`+6yDrp~XF`cO8U89{b-eil^f--SPR$_?zYz&Z*Tsk_*xW
zoC@hFKcW5)`ewWno>N}8i{oT9bPHR~o3l=dd+b^*H@3$CE6f<uE+6IdZJuQIqnVIe
zatfQ7GlE`AowJ3$cWV_`>$P4uBL6}i0K8OM4)Qyg7Z!<DZNg<NPbSKjFM%%4>3+A$
zcp}rB>?tjypUl4!$=R>+`b_!#{aKfbR@A3X!)qgMvev3_Mir*KUUwGr>asC6*FNgY
zF;4xJj`BMgj&9bk;^p^QhVDdSV%Z#@pDlWuq^&|l3+Dhd;9l;{z?V|Pn>h(k+}UHj
zQ2}s6Rl1_omoUB&O+TLgE5~iLoa>y$Ho}BIR79(wai7Noc2k^u6UMZ`Jx#kj_T+WB
z0Bz~Zk;_<rwg>DrN?(|oz)L0I>VkG;49bG8)gatwWUHo`y(x)kH2&oo{@Y&vt!|nt
zjDk}oYnoPNI`0I-yPJTN3)pY~6{-NJc`n@s%C!LqjW1wBl8x(L9@@qf!CvA%2;KGW
zLQf-?L6wF+9;{(ud6k1WwlgE27<-O)^nPvMdO*s?#^4hPi&(Bp8mMJZj3i8fu>{xq
z=6#-wIO6=XcVXW#!QBN2z+Sz^6bDq?v}Xv$-(iB}5?Da~Tno+|dRzgWWSp9nsQI=d
zeUsAn$RQ@{cTmBp9yu&XkYq`yB+3zdfX|#O7f#SZ-1upzlDg%5Y*OB5!Z{=O#IWww
z#qSJM&y;%G$aQeLyVUqvECU-pxiimq_THjU;`g4suZ%MITJHOH3}Mvo=`~tpLKMV;
z{Q&*~1pgC@=voZpl4=|9c^tpkO`)%d@3J(v5>J~nDG~_T<oVni*;X=jlG6J8?9b#=
zCrF2Ihx<DaC(=oZTQiTar8%x5fH3P_vzR+O5-#GKI=LxO-Ex;tK~cs2ax~srfpU?K
zXuqLs^m`I{^+>Z;eTvJgwmzHhV1T91pdLmXraNLK>QhD+sK{v)u0`MVE(OCTV%J8#
z%h#5=amkhwJN2y}R~Qmv`S<-qnQ$5C>?<!QGB{NPnj8ekE2OWkc9Q2lb`fI=xy-qF
zD}Lz(x?q#>KIHFzsN6t2-|EFS{RbKc3j@&BZszvYwPDgd=J|qs#+g6blay^u1z~%*
zv}Gc|!>-0ig~#vrHM39bRsCMgRH+w=o^g!7sS{84@vW6zET7^Rrk#U-A`2Fukby(f
zkuttm9nrZMZ|Hlw%VK^g8pgz!{TelDHPczqo0CB1O+_n?gjQu3+etH&=*!fDhFSj}
zr2dL}aK&t90Mq)m2x{gEnxfns^U~9nQspJsb)@}#IKyQz8#l=Yc#iBQzhv=Sxt^$<
z%uO+phgFm5eeZOsvJ>7e$0>9L(T{(fIMlOY&6?btuk99e{T;yknp6Mc`}<TOVuW#W
z>6=WQA$%#JwqVXuEA2L+!5nDuX6~jbRP<jk9N*J4s@pu@`GO=zz!428y~-I=zQ#``
z8oBYwYr5ZF$aim#z3J!HtrFpgJ-hi8H}Z}O?)0c=^J&X7|Ii*e0tQ&luL*asZm6Y)
z@T=hoc6q*&i%$WvU}H_xwYp~WW4|B29#h|XV$7e~t5@K1<|8PKg+k9wG?7S{=GMVh
z_6MsDzm#lTETdfl&=MX5FrSGN!)KCf8Ur2NOKNg4nT|5O4h2(|@Z9OVUuX80-#vKv
zS;P<WSwwQ3^9xfYd?}7)^Cr>2H+o?@V>^jpgq@SrA4=UHvb#L|LzsG)CH@=on`OUl
z08x9}ZCIPOPxkfA-#r)xFf;T3LAfwXWLu#0Ezpg70Y!9`vF|}=h*V9UxL|bKr1;03
zr(J5zYZ79JKFb$n59r)S`lu+^ROMi|aqKOS*ybAq_rjCZS_=EPjpB_#l&_j!D(a#p
z=`b=c+J9e}Pwcde9D{rbq6MN6qqrp7DK~`IB^B3Q>f#WhQ+e$oiuvp6mk*>q(>u4z
z<26;JcE*Tw1W){rk?T0A2)FCQ&HT<-SreZMsa>h-oDMY&qV%o|`n^;_G6sDuXk^Av
zB&f1>M}ny2o3>*kj4i8P?r)NL)LJwx_-)qbnhN{mbb_G2qU~p9rmJVj1*YqWofD!X
zK^Omu;8a8~RU6N#CnTV`%_XX~M66_MpvoT<D&J;H*wK7!_Y_#7dU8kVpx73ew4Q3_
zuY}OMfLT<`zegBy#4nt#>88>Jt8@rGHy}>S9lCGt0D)<OoI?Torb}HRnN&4l4Z;gP
z>IK4!izN%aId(m08|y#xEFO$L`+mEQUBHFvgbr^BB#IdXb%2-<1eE**=f#K)2s9G!
zTOOfHE^X%ANL@`AGvIL^{`!(ljIZEI$SbNrIu%p=*L$?A00Lr(-iykjCTFR5p!Y&2
z6Z|lj<a_RhXwuDC>*_>_7cz3(QNQfRs`KN9#(hp!Qj-;M%HK!2Dwf@d-a>olU+wu-
z7Eb>}v}GxzS*w*U)-IZg90P1+ppp7-)l!ihL1IDU5Kxe!vk4HjN&%s#%NyRNVtx!P
zd7_1{zT+bJEN=Fg+V*zKX)a6cT*o1o^uFcVVbeNmZMZ{CeOG>Ju?byiycZ_?OSAP%
zBnJ3cY7HUXaFU7`egJ4N<pZbIVzE2rHlzuJeIyl^%?(VOvZ3S_<JgTi$ILbd&Se%F
zoV|x)TjQ91@8=wIEw1+jt36+p{oyg)hC1Lu0P01OSPj$z#qeXez^&`*6WfOw`GT)n
zUp}uD3~;=nT924S5(LT`7z>DEFD#5c>*f-YPTA;)6|Jr^Kk#>YPD3F#fLjG9HX691
zha!;dJFXvR7pI4EtbeI)>bhR9uQdU{_DPrW?TFzgKx(WGj*_1B1twD4?(_yL;PF2P
zKHFn59OaJ{j|6p@_@V=UQ=eYU0UYlUZ2*}QvQtjH4>T-Kz7Xh_g^+yj@@Ad!GjVN!
z@e51yRt744593r`U*^#IK&#i7DwtgBzMBHS1^g8=B7FmVCQY+BUC1&3$zbkhba}r%
zer>~ydN>6m@V)2g>KP)6C{7v4Vj&l(UIu2YRKT**n|fE&i>EY*S#4y^J^p7w&%#1R
zq(L&w{wqwmP(m!0JzDiHjOOPLLiUo<5t6QSKh*uZ=G7lF^WDk8x`<>CKKQ%PvH-{C
z^<nVR4@mX5xB^Xw@3RC?>rd=1^-W{>+MoYW`NmjA3Ji@<0c6B^@T~9>sud9lKcnJR
z2-6-Zd6=#m7wG3&Br8(uZEV>#+AU}t%mdq$d0T$%<ovazKU9+N^8BtsSE3nAAX!sT
zAEuX|>naH1*A3G?_1=$JpJ@Qa0cDQ+juO#~9!^6jFm^fY|70iaY#~t?ePK=Qg9Mj*
zx;Gt-SVQnV(KDQgaWFwBjl^=?l|_YfDA>7#Yu9(>qIBIn7m+(C?a7n;RpaN+N0jZz
z=~Tsxb(+*??@X_Oe#(*Zf&90bX%l`4`63R|*?ixcy&I=qWZs|f;a6gwg2y_sU-Tr*
z+nfzqY;m%P&mgD6sEI}}xjI51#tZ6_>kif*w|xqYq5pDA@DX{{cE2Yqc&kf|)`5xy
zl<y&?l<A-=C<@30S?SbqN$0LY2L&X>7IULLOi!bCI`f%^A|H$<<wC17K4tDHj;IOg
zPU}vX62qquXp61N3YVb>=HDK-WtF?)7}8Qpxw7~SIb<w9dtE6yIM!u^Mq+`Eh%M2~
z*Jc_f@s*^Dlf8`C9i3XV(%I;~81mp(us3})6{QO944MHg7i>>2(GT&FG{%i+;yBEw
z1*m=Cug;m!`<_-xcUkU!Ir;pK28AodS^kv)2cR{hRD}p16LzGoEb0Y_B5r~{PHQET
zKcddpuTwcT7Z5y&0zp$i0|^mrJ6Rog$1F?ii^?K1;hXM<x6cP(S6c0+KD*u4hUoo$
zPS1~N2Pn+-$(hY6gqWp;wD0}J?aNbdT2QaQ$9+p*H>j=u6e9Tmks<cdDycZwJW~7~
z7-2BIN6`YcLx^l|+{ygWO+k&J_yC|(q{E^potfMK#Giw({LoW==fT&Ni#mmhG?=$p
z<7aOC3%chzH=1eZi0JJSBt7wxq=&hy+jbgaAVj{sZGz7kXH$%_^Yw8xY!TPKW?!y?
z`ao#F&y$N9{gyLzTbm^bQSd_NpB)nJJ}+^zMSAqup3di&LKkTs(~W_#S_vn2>X6&i
zg>c2<({#jg+HzW_dnDu>NgvQqcPJhB0@Y<mMXyoCQl8W;)Ok6yw(LOE;q7h6my4&O
z7766j8i30U<iwGNkayWwUBpZ-{u2R(^X%ZeO88o8?OWV7?7Tlu{ubbz=qh!^*XWjT
zwBXRkSWLg8QrD8I$<S`*f61i$fO&%K<%FoC3vvLh%k<H>RDRdVT2<64jN#Itsl?lE
zA)qU?tVUu7z*Ye*0BBT1wlz6MA8mM?Q~mtpdStq;eZE+b)63f`kBnkpXiJ&+DUd|q
zAplk@=mH|pvH!&+y$D)Dk}q&+QqFWzShr+NvbQ7w$nri=H?*u$fJe~h$n|X`R_LGK
zYU;9#I7iTJt=XUP)zzpRS<VdAs(CMXed-ncOKK0^sIt`P^-d?VJ}lm=SjTXCWrmm`
zQ=9;3)K!bhH_qCsUp4*s`tL$x|7blJ#1XWx_Xa4(B{t`j?DbT89$r{BwiRS@T}>EA
z?FI%3!CTeD?W+kJ4sV`>HIBGiDLglE89vwqoazQeAlpdUprIx8hn4-RKhoB+e+RA-
zSz(qngam9*_k-r91E4;p7peHE32wY~HfTUt<-OgR3zU6@>cCLQuVX-eItqNrajaQ@
zU`JF_GuJKsmXoM_Uw%^bcUk{xU&DuRwK{udP1d6_;2fi62IjP<OUv@V{hrB-tUFk(
zO;_S<GE<i+So&Vwo#t^vaqMwfIuzl#Q8(23$QtJQ$mFR=AB*dLtrL5oDHJkNTADvJ
zQ{(VdyqoH^_HSCa(qdIa)Eg;w(ra8oBusWoKEu=B<R<g#jr~MBm#fF74&qF&Jgw6@
z7H76F@Xm~LSW52q?tB;2y>5wbDctueBQVf%r<4!z7u{zxA4BKB4v?v>j%GpBA)rwJ
zx>~h9N&-LI@^H6%o#E7+$Y>1H>w9p%ckYZw3%CB}>Msw(tq;z&=<UqifX|%m%*z+$
zDjzLW7=7@2V%&7pl!{7ram}%)ojsCTK9}IPycb4c7_Mf$=~M7~2F4=hWiC*w?nOG!
z-^3P8dh=JU;+!xe(6Yz@5ZX3=PIQIlTK0srDVCxy2nxx%OFQ`XE8S>z{}}wb(T??y
zF!$!xhYxufmd-)!?L1OZXdW+}C&C=P3+|t)QTfS%2JsX{c<&3`A1ZPz7lM+~3mJV8
z*m-)9VpSbzX^5(Z&U>1Eo?G0!-RtQgX7?ufQRn>NEty~1=%$sR$?PgK4nD<33^@``
zn1?wUejaNd%=?zHwsY`@>h>w519GX{uakjS{H|8#sNS7L%kQP)+545JY={Wt(w8J<
z7`3|bTOovF>8`vE{3Gj08lYGW{mW8t7zaRIFkslEYbybV>~@cVUp{mI4(~XUu1B#;
zzv$rgM7yU4%*>_x{8`j|N53(3sc{xE1so04s}!d$EF#1_o=*B}Y_SF7tt3}T=*H|k
zSOdJ2!O-2ND)%7BF!05_V`+JKN>D0l9iU<+-=8?#qw>u)Lslm(j2R)rELEaS2QI50
z$k@L|Dso5Ata!^+5<N)fgidVpY`YOmxglA16rnyeE5-lzhUyEB4v)&7cmWz|u~;^x
z6%6a9!&Hje8Lnjge$vo83{SjYExT!}Z2{}eyWIXRw1LSejheabKUD7E6NNxs3bF)#
z=m1Lua$=x2m=ua$B+_>Op~{_XzK_f9UW^4ZS1Di@V@U=cMJ`FoTEkl9@1!{UvJ<aj
zfhk)osAGtiB;8y;-bh!Xn>)9las3neyl&U|X9fO0Hg7`|A_rZDI2m;Gdtm@o_!H65
zaJfc`sogg=-HU%yuO_Pz=@ck6R!+Wc2pKXZ$sztSX;kZ6C*zoa5nsSJ4TT5t+^^^Z
z3IS+G#i42`HIFH#1o)>DACm4G&}ss2koN&JL{AEkDbqIvWXdMTfJn21SV*`8@2Ss+
zqw+wf;-&{ri(X{O67ta}auWA<<@T7j7^6FlVPneQ)z3U;jQ;XU`64A;_4)##9ngyP
z%Gje*TlbC89yKpbG#*fWBh8TVh<EjsP8lPbs&!C|k*_RM=cqInb>LKtVKf!>eN-Uv
z+6rgYuu&xd*F93H{Aac);EOr}beNFlKr_I9{STGSj@Y^ZH)VK{yU{au(bu4BK?umt
zc0Z|imL#fONsYd@d0uNgr0feOUj0?jIYI=+AUwVC=kZ%FbJ>`aC8$&SwfuB;hu7JP
zwjn(Q1uyn-egn!M>z-fnPFO^dh8lqhd)!BT-cAQrQT4%MSGl04UaVzl8&i}FXT*B(
zKi^W|%KqDmpZ!B+DFXk?!Hd*Dxp5!|=)NCPPT>2(9z<`gJ)*{zPB;G@T~>(g%1w$r
zYR9R)#tCo+P4i53mFY>|d~^Xa$Q0SAi!q4iyXk5NsjEX(1HV!7ZmYt8Was(lLax{)
zDyp-{JOu5=v4ufsm4xVtx7D<nMZ4&_qA&WXZT539N#5cevB{#;1k&^@M#u(hu5bRf
zP;i}QtoFn63~N`<12E;H05<9OoC}x}@Dk9Xffl?7(0FJsEx(_AZ#LFGONQA?4g)H8
z+F>ss@#9!gfNV23aXEomt4!Fv-pQBhzQCy_e{dN*;zbsf9i-}XHzJRarqP6@G`&ds
z>7C2csv^Tsl33SHP4MA~&rK&iC4WIaNAkcFkPSd`XfcEaUre$$WIm9RxO!x6XIMW0
zU(ccL7H2Q~JWFlz4qj$EK}2ljDy!T@e@4poWivYNuWp>1FGF}a9va2W{;WVDb_SX{
z*k5USLHP$5`gnQIJ2=?Be-eLQ;47;fT#=8KfCGRYd*Me|_h>2Ee&=40Ltteqx6|4z
z&F1fdyRW{SqKwf}Geh_YoO)iWa(0|#PRP@lwo%2Gy}VsSUyNJ8fkk(W$Ubq{=L8OU
zyFPh(cTII>yqx*f?n!cOJ^+XJCQO6lAXT;P;1ISrKBOP{YpLQd3+r65xf*}j&uD-q
z=yG~cCCvdG_D<O|0{6&Y4y_Fyj~;GR#mw`WVd`sACLhzZ#=0emShv>vSiMi<{|trE
zY)hDKK<{-GAJ&h&>2<A|o`wA^CHR*9=)RFM#r7#7=bX|OFk^s%(GpmevxA$N-5H&e
znvQlbQ3!;+HNr!LgX6J&hvEB}WWd8sFnJ`^uG}oTaaW}ZkdWLeU%_=>wC9w!!Tu=O
z#7I^fsF&61J}j+p?ZXG~Ed#bo^8mfnk}!nrI%tPtDR^svhmGNmbw9(ezOQbpJFAd5
zQbU!;O3hv2k4bRij)}YIR+2Kh9puu^bH`M!tDX9Rj!eo?a>WQF=jEyKzbEb5+(d(C
zbTJ7rZ*+$)5fVCUO=sM`WLaUAJJ=o$zS8+}w}I;bNlV!3L^2+gqrtQ<j9e^|x^NeA
zE?U}QUN67pP&`Du>spuHL>Ho>y%SEdCq7Frm))jL#K`<i;a@kwzrdSDTWkbnCTxrX
z8Y71ZGY$Cky7AI4qa@3Kz&E=zuOu38b8-`#As>94##o74`2ztS-^}M;JdO#dw~hN2
z$rHKaKs(MyP~t@V==Xf#Tjus~q9J=w#dR4k#*c@X7jk+o%$06H-QP5%0VZNcOd){$
zSMb08LNJqaVY(Q^c^DUtJu-;9YY1VXc{wcafm0lpy}7+v&$CVeaX%UcCpwOjt*4Je
zGd2omQ<of~I*i-z=dFz!``_?!h1j)%|B0hY3shY%;62c8<k230Y5(>_wJ#_Wws7uf
z{iL6C@i1+VqA5+8x%2jB6A!<0s=*=)g1h5CPf7(hi^A>`AabkS!Cr+`E^@T$pF5aO
zLS%G8n=HR!PEhL;p6Rc<y00Wx5b;h&6uS184w9UuNjiCfdGlkaG<3|)U$+-f={biT
z+A$>>*gz-cXTVW=a?suzhP(yS%O4+k9$!4af1iivS^SsyYT_1))`-BPuRPzyzpPNl
zYXo2>oBJgOY@>}{=~>p3X1nIjMEB(DD5fW--QDS1NUb^6ZO)d_5h*k1u3fk`O1gyR
z)optflj%05-;mnH-_Smn_h>|N5#9f`J1FIMpNU>J>x1M%#W8)9H_Fw3kz9dXnP~)Q
zyjDP@KCHM%0^(c<0QvQLOu)C#01xuzs}I)W!OrgSSu&$XOy>!h4wR|9>C0j-7eT`Z
z^beQYD)O978NV#qeG?mMyo96gf?x9T0}gZQ7fCK$VLz%H2AGYygdH3qpKrB_0D**b
z%=vk&Fy`Hx%-rK6aJjE%`%4>^h;s8soBtF?iVp<v#{>YPvjej2hPIl;4R4)tsB~9j
z@A<ZF&$r{<ZAz52u@*I(I3gnnP@u%AY2jqEueb@0m%QXdZL?RjyiawZ$$Du!VrWla
z&GfpVUhx{!Pbr}5#;tTnBp9J*R=IB4y+5a^$!%`N2S5+erzdS$cP>>Y&ybnctt185
z+v?}*KjiD>OPc28jJm%0eOk)34`u;B2Pb4>OB!AOP@M-wNy_^|JNAphJ;SP-70p(M
z?p3^shtEI1XAG%LApwR}W7(BuwOF+-QyCY0#n3YE{TXZ3?Q>pHz`SmE<Iv1QVXEYV
zG7ir=rU3H$W)%_)7tvYD)H)Mi?omc~qseb0h!ZGb?xy}Y|LsDP<?HXX8Ee9Hf~dF2
z0Kv0=(+j;9AhlI~ii#w$L=1|+OU$jczV9pPpW5{IQI4uyW}p0=!vlJhkhT~EGeJ{_
zke}N!X65^)y88G1WV}+miQ3N9&mbp3tk|0SloO^b13T2^lXV_v-8b_)NJRR?v&VzC
zY1{9KxW8y0<D}hi*x)%m0O^~Wevzuc<(7NaYR0+?r*}1)Q!uX8#Dp&7ydpo64eY!)
zRoRJTlH*3QkZxCHSYvaOg_HRl8q4X5WSG*mP?f=2Aow@@qGIdQTx&ZKv114-an;we
zqmHLtH2acc<*LC_@_~=eUQuchac7I@pbiIvnZQtZd^UqD;gI*XIs2*C_i5g;eCE2#
zXGo&!FTXIp_1U2griJ>V@Dl_w##&kL#?i+rOP3ENp?YEW1qwO3({+20*mD-s9yXxV
zT}g6+auC(p!eWx#vt<%0z~2%sHv8*T7*8Q=eS^NXAaP)u`sO6F73(MRV^<&kzS!-W
z*m^T*l=0Q9=7Px?@KPr7qFb3)69i2uq`y)6*|lI}HJm0{H&i8NtNh-h_zT{=CXLif
z!hm%GJw_<swRo%M;J4~ksb=T~%6<%CRMUfzv@H0j(c0U8xr&1EHEx?>4^dGnAQ-gE
z7dw1&@esfDuqh=V$xpod#>aha!F_0kc-uq=TD9KXTq14tILN8Gn{$^=pf`=tp>jQg
zu<{dvMt-iT)!G|wClrIHo7o9%>jf#fFM#wGHd~MAOqhBOzKws6CBld91mJ<)ZBBQD
zuq0PBE5JOldmVesgmV%auEK3T@*D0n(ybivn+pM62MOst=Dm`AQ|@VBT31LQ0Gi_@
z<hF2as|sPgbA{51EQ@mt*hX9JjY@8{guV}mMi1WBQnBLAt~(;0g7lV$&OUd+QiL)J
zxzS&Dr)yHsqibVBmR6L{ZaWfk^yVdhYkY?}uSP#*OcIEdsi?V6!^7;$-?-R@q*c8_
z5U^0?$7Y8elBJBU2WN3yRi@*37C|_}!(4}nPr)s2-@zqdz#U}W4tXTA<m$wsrI>FP
zeebh)nKTB%ehTK{V!ccUPh!=ZA#hI05kcn=cPq{Tq+4pRZgag4_eoN;%u;#2zTW=C
zdg5rdd4Mkf_Zn0M6T#(y4#pmin;rl&I%v9WC#htjuCD~yz7ay)?DL{jPm}z~d0=N>
z6+iSM-DdhgS6n{1Xunt7XhzX^J0o50Ol-iM3T$uA^K)pdX>S%gP6N3#;6K(uVQ&ls
zKl$-|SU;HULEn@29GCl&lvr_}YFzcd34KQYb<c)2;7pCGoy#&-He97zwUG%8jx$yx
zP-~S_E6NvV1VHe3j)+`j1-dKrCX=c{zmAJ9p}TE;#4k|ybH?6&TW)CmBr&{oB{4ac
zsZwnBRb7fjdLe7>E?ji|MD9@or!lRGb|2$F=RB+i2*5v?u8I83;j9tRdcaA=t6azW
zbOc=|cv24`W;#LBq`JoAd;2-s{9S72q`S<2+^6Qe7Od`Mk`u<WsHgv{fmU3fKa1~@
zuzXI&$cvrg?Ev*4PXHp<g0E!wno`;T*gkI$a#ovYP8sPJ5YLitG^Gh)c*Ven;e)WY
z`W|2mIzdrDAaqJlQBy64I$ci}Sv70XJ}*}H^65HFJQU-}Cy;9qTc{zqH%1!TuwlU3
z-RiGY=GdJ0f}!(Hlfy%GJO8GexRin1H&C$zn$!Stb@%}Fdj~GJKus9JsV&E)3}!BY
znGJGhZM1HD;y3H@p?0=wvi$7P>649}L{>q_Ozhdm9bl4MY(wPlk*{1vF+Ty6LmHPI
z${FsEZqjX7Ov_m{3PVjxCI%+_Hi<p~xO;>c95))$){yChewbuEZ@GEpzN?S8F1?jy
zB<9(xqOUa#GJDin5$~a!OqZ=+c-w%+_uiP%PJVTV%BGGmYbDt~uzSQ9<Va<Tvc-w!
z%bAF2z?IiIC9K%weYq<14ZU6OsvbOV1O$|ZNJ&V5*)YX!2n-Xth+#3t<PxNd?-70E
z9?90v<yBdm7A*4m{;W#bkceydH!&t-^7m%dEoIk*ghImLZor-2_94!F52!muQ@jMP
zsf1{rYkrMjeeB_}3XeF+u70LMGjQD`)6^z2*}%^Sxu2=IZ3>Ko-Ci0h1%lRlE7QGs
z_$`3H;uP6<2~BTsm7sreIB(JoPxjz2>Rl7im|{4;Y8IclH3MHRg*zip`J}*me}N-@
zN|JsCm$b*y-7PnMCm?Zm+P2+%62iqU8A%(4Bs2xg>low&4goil6i80~3*bozQXq`w
z`a&U-ZeHXoI5*nu*J_+*iMBrGu#VWP?eBO#^XzP@2UTw!E2m_I7TP!u1G)(GE_t<)
zD^WsEZZKoAKm8Efe#IFpeRW<-C}|fikMlYAT;`?yE8nOtqa^)}jbf-}zH2jP8AK3S
zCnYWdXX2DUh<u~I%z$zM0f>4a0T^y;e+VE9^+EvGp{o=*l06~50GOX(Ir7`JtE@ku
zbc<h}jdZ%$r}{AN{B^TfzOD)iH_4VzfNhzxfGJL{kAbUrxy*9nl^&J_zw7IXzd)5W
zfvXsFA^SalxdZjvu{*U%2%qX~8|@9uyPFF`HLMao)K=rI6E@_V?a3AJl^GI%GFX*@
zfeZ`}4);eyRu4r4aZbW4>87iTca$fgJ@^v`r=%NBeeests{wCzAW_IF_ilLH>0S&l
z6;AB*&%^tJX4isUnjffv5^0EE*PnTV_-oMJK2}TU=4_>3*9{nVvm4VPa^oc7b{obH
zJI_d>QfI)0E~AEd4U7G0Xl>G6ZpsB<<KAchwo|$He?SQMB;+T9GXS}#wq5VJwNHzG
z-cS9n9`u$f<)W3c0OEIRvz<24K!1YRL=+`-qXBm-#tq7KLV5zZSo|Q*Q~UheU5Vkh
zJSEXr89sl%uCa7xT}jo69+R_t6mX{)DX>HGUbesiTs~-hcjA5*>KNfvS_*{?4I~gm
zn1bC%cW@~x&WQ?BDyA+hQQ(Lj`N$tySsnac3&iH?Bd2X9T(%~TE*OvjDt!H8D~r#?
zVp739eXUPZ#^LsO$FIIVWy!HI#nWz#LK_nU35r!mg~GI&&F$7^tVKg_l(vPiJsG?`
z9&Q!ar-catUkVZi+HgoLi#5?L*U6K&G_PStF5?pAzUb@t8wTkBX5@gcx!<KJEbb~=
zCvM#NKp|#v9eI+K#(=@{=)G^}?|k|gp+8r8v^px`GqPWeG(NqagQQitLv#-s;R97#
zvZHb)>|$w6nyRDCsi+&HFHaH6?e?rt0Qdxj%+PmD4i#*wN@R^r>X(}ddfSK2{(5Kf
zfa&XNv2vUZAIcD@u|FNWAyEy?+n7&$%U#%qM@Vfp8O(wr0k5p)D<qL~U~Zt>Kf28j
zqjhk1WXNEygR|xCr(lTxB*7L3ZOP_%!>OXaB%!u5Ijp_%3&GtfF0&+$(xf`P79vwn
zt|&*a#uD+iz)YsmZ!4D|P+e7ZW^EJY8`mUtLnbkgd!={N4v_7WAS%LW%L&v=g^jAU
z>rcjyZZ?kvc+@`UJp1lRoZoe3#tTY<NgnTWVU^MyXi=LdC${9kKU5y89>{a{e){y&
zqn$rL7MHS?y4C8CkV=rg?%@xn*)X$7nBMYUc$N@Kh11Q=tDpPAT2-uY`lIh*Ap+}u
zybqREVxJ@F*T}$W^M^{QV?n-A`^@#UzPGOe;&QGh<iA-nA5anh;Fy85YhOZKD*v=9
zn(}JmIxC&iuX*Bj@-R7>T!>s*_{&}J8L+a4Q;|Rm^)HjLeVcE<WQN=#B{sZKxC365
z)(v9&?UTig1I4%@s%8)O*WXTFs}S-Gd3t7N3YG0E+}$ii@GQw@CI}lRYmYzDy8r-X
zjkVV*mO~k?(78?Q`~KR@eDqX#<IY3MyJf^B>5t+uoGIgl?8>#3rWHSRt^dLy6-WLB
z4v8p-KSv~hxK;T{`V9aG94n_A7obL@sp#2n=dg51OzwA=zN{sY)S%ru=+PO-#vUay
z@x8F?ZxOPqa*y^l50cK9)1->$S=s1oWFJmvee*9y>4PA7xNH#fI7`bS+Z#PoqhBt|
zWVacY$_e%SzRDm=J-Dtk;NvDZT$iLo<=~*iQ1Jdf?|lS7s+y(4o8r7<Fn5j7KEa36
zUaoW&DP?8o8Uq=q?k8=TWG+&d@N=tMbZ%NNsV<z1wZf~}yAcr<DmGl$^=QWkgDP77
z+WHXsL}ngZH5Io$_KMIdf78|_Y2@^guuheA)+D&3t~NZ4;~92}R8jQ=T`D*`iud-`
z`<8hM4Om1TDr-G9kEdEmwz-6Mp9x(8g?ZVJ$RRnWB{1MrlR51-<ux8reDi`@SpQuC
z-Ypz;Czz9>NV54P8yL``oLY;I{a#Vqr!EBFn3;ac0W_kt5jF&K;$@N(;jM?e7XoNf
zw%y3Br(GXEHye_PxA;R<GQT6#x@Wx?Su~L*$(BNfFS#CP3p1UoAT=kKX4`#G$#pnZ
z5?aiOB9`+c4sZ>y&}p7Y`LM$5M{{|cixPx{4pGe$=rO1$yCfmqyWZXtu2zSMQWyNB
zDciFszJ-s7#k=&H)mVH)fiv5U^u<TD;WPZ}o*&+wy=gbM^cva@#L?-4dj#UL?3kON
zHQ0JAMm0OI)+co!Zls4!NVuhkCxn{uqiU8<T0hH!5ke{w%M^h{#)_;==Vm$)Kb4sf
z#pZPutYH~*D@eP=*i&#P(>rCGh#P$gmwg>)#Kii&-4|qEB}j61`8m9y_Sin5D+gPc
z9wefX5paOGhPVp2NY5<#`r{{hYQ{^=!(_ZTqtW0G;k-}YPboTZcKUav5xs&&EL=ZU
zWtdlwb867kvOWGpS0Eim$Ct;lmA?N2rd4>~sH3w`V2_a8`r_lvez$$~SJ9`u+Y6}e
zQ5QsgY4sd=5oq|u5Fe4Q60Bd%z@t^P>0g}puFn4gEgU{o?%>b}{EVm$67%iGrxK2F
zH_xS%`WEeL3E!bDO)AaNZitJm=?lLX$nEt8$pDaK7UMxz9HZU0O|iQlSKJyV)GRMG
z7hd3l;(D&jXKgD_JV7g`K!n&b+=nQ1Cm)wp*xH`i9s!v&Cx>R0HR2!%HKIXr+Vy!0
z^I3*Osd851;Gt4!k4N_uXg-KtX9z166A12WiDlMAKDa>8q+A4AHiE}(5d2jjb$KWk
zsJ8?UuOQJ8u6r#@on<NBoUu+>{Us%X*|7)}(5hDlivs#AUy|6V1y{1$rJ|6W%@U+X
z`-g}q|M6pVn`5HuYPblEQDSwo*2pc7uJh>XA&*@S2c4qhyq~Utl70)UuRePy&6Q7G
zj2g~WaC499EEL>MTMPi@1LP0AKU60|HX^{$)dJ*)zFRX$SHy|DJ4fJ~J+f3SqRSux
z#MLYTlMc5QTOMps&0yVbGYwbF`KT><Hnip;>@$@#<VSXu95SZSgUGWu5Ky26Qwz*@
zQK<D!?DEO$m#aD!Wl55^?d2^ubEumdZyAg=ZhQ_n0-`Yb?4=>-&yr3S9xKHbY^bMB
z+zVUoveUS35=#I@2NDh6W(FVTD3hNOfL@Q_UMCoTu^AZoW`Yc+wGTzvfC&!8{Y5a9
zi5sJPdjf2`Bm7$S4_ZT9y<P=9lkS2Z_qW|9pt?bot9i}h!39y(P3P{*T)lkTK!u^m
z{MOmq_H0&E7X+yDO&OnKL>WW$H!0~KeMj1>ogJ$V%m-DHJ+vVUR>dY0rLGF~ghe8-
z?|b_RQe@&H`Fa)-zI75k?6t=Zlf_vnPsYfe0)CneMU|R0&ek8gmhys^06SlSrl3tq
zPnJ9(4FjkU8WJMVQGQ<RO_>q}Nvv<ztDZhclF7*-?{A(reE((NPw7>e<V{^Br-0fM
zUWzJq$9yo=m9slh{Q+vCp?BWJv4ptTa~cAS5mtcHfp7nzeDH&0faX<bv*DU(G%e{}
zHFK^>UYG+P+t$S8c@jj^=MX?|eJLM#1-xt()ZHw5ONYM+rx^O6wzq4qR#h0%HSGv^
z@eX)WE;<mMUz~QX<wJ3_hdq)veBvh;y4w5Ra;(}tm|TqnxC^>G_DOz-kpzMec!!>7
zNg4h_#dg$>h-{Wgv&4cUWYO*d>4T$k0sX17FCww++~I9K>z86B&##ystetsI#VK43
ze-8TLzI_OGlA0d6hi%SxUGYt`0L{!yYVf*Crf9uGZiU(MU*mBzu|57yz5Vn55#7xR
zRssE&$pqLC27JQl4&KS8#8{j@|2sGg{xe1<{l$?2zNpvW=ioj4PJpoy_|Vd{(KM8B
zo1$R}CIYx+&P)^f?{E4?WLXi;3X>+dVrs7dBA)&Rk>(o1UflEn73{;DiFIYVT4aEz
z<b-4zthHcjXQJPzESwXp8F^{@Do{=E+FDa;G*$HZYc=mAc5=;fVr>nno<6=qrFb^~
zKV89bWKX<5fffzLPr$UXW9`bNTQzH0dm0s4Mhp2Xk>%hxpJr|>Jgkx1aRwfGsLRVZ
zG5E-YZN#EWYuDt4;i;*n`rkPk4p0lWD72oco<N61U~{3J!eZ^uDB&pNf+np2TCD#i
z(g`%ZuGg%bm5D{RP1eS~c8qygu6^NX;Ya8xs&eGs<#q-WoFFrQH_tQCqF~l1uc!bh
zOdHVoGc;4ZiPLzyl+F0UMiTdQ)8(gX0!^B!kBpQ3tqz4dHD?s5yjk}F&38JyJa8im
z@+roDsBlG8#4FLjOd=mOksCf@Jo<;~CNOUV3{YZ0Q?r!lth5sYpkEDq*g9euB*B+y
z+ZCvs40K5VsE&C8Z*PIyxu1&qLso%dS*|Zk<syi9fL*c#F0UoC-j&+V2KuX}4J2_w
zKeip?7UhKozq7esi{s01c;zaTH5)XZX=pFvQ}lVq>#p<wm75hznGooMt|R$)Eyqc^
zU+MVD@+3fn>*T2~mDSaQd%VFfepgF~=}x+GwVPFjpH5Q_jk_wkf{I!~PoAENP<Oil
zpRxP&Ddjf=0+YdZ4)h(S>aq3CIgO<ALq}z$F8O-4O{(c(2UA?~EEwNUxAHdHfwnb@
zz&bPkcbkHX^-0o~OWne}1IkDq@X~j9^<wwl^kPTQB`l(iegb<GU+r*r?liF~e042d
z>4D#QH-RL%{qb`zB{6G^fYlE0FGqX~nq53J2D)9XHbC>g=fjy*_*vu%j=~2Nqr^O5
zR(4X9GQ3659B#Bm16PGKz^z63x>oOqo=WJ<tUp(Z-@Wi~q_=$h>+H2lA^8Rm&ZCjJ
z2*QoM9XsNKppluhxT=I$b{D`F?^09Vj~BX5w7K0XgIg;K(@Bc6{)M*t_O42b{J~(z
z|8lke59}wJ>ck!2PoM{yvml}hA$Pet>H1_WG%)YZ`?H&D5im869z&6NdIg8XIJg)f
zh%wYzs)mP>^GITtrsqm8zm9mFtC+mzWuGV^JWxH;=sQT5_!M&ac=!!JvPy^Ik6bDQ
z3Q3{L0zy0ypFuGFc6TAAFzBEoHTAdojvE!#qNtQvK4>cvBoKPN$6MqKnQnIOzK=WW
zd`XP#ZP7-zFqxk}dK?5o&aZH#BURu_X^U)L$mqoi$H=T}=3INNC}Urk{t21H=Fxeh
z;jDjH_>;(NGe8yL@foXx=pYb*zFWecB9C48gg!U+x%Y(^y`tMMMvv5(L5-<7MpL@z
zt?ysXU#hOOBq!#motw|H8L4!Wu62K8SM3*sz;Z9SM_TnGNO!Pnc`LgTo_XfKJh##!
z4{Q+XfO#%E!EcF)<{X5U;Phyi8ryDA5rP6kZn8CS{pT5<QSIa2G9T;Id~*VuO}eUy
zL3Qi_b{+w$$^=6$A%s`a%*MWr3jM2^TLwI3P9n?ilW=)zzG6S`w<^+5@Agpu*svgb
zAC`RuxqImk)wclA;y+YOx5%}~-`})>4o#C3Ac8EmvKW=kqT+#z=sHd7aF0CwG^wIq
zd;)&aAgz8Oc^jK|ne;wKL%y2}(U+^(+bcLshkr)|25Eb#2~Yq`9E<}%Izv+g>L3Cj
zW$cox;V+mt06bW#WdQmVa>ZA6rYU*$Zd{eSgM))J#VW>w#sj%asxoqLnqypSZb2RT
z-TRl+tAC_n{kzA0$PQ2#P;`sl$ngdI<wMQn?=(gv`)hN&bUTA_a4nz~P*hFXxccNt
z0jH$7SZ*$TO!0%9;s<Urma;R@wRpHLwjjL9ow0S9_x7XOQ1zOaUR`Ofj}PJVBCi<@
zgq3<%4r~Iy2Mxig<+Nd2$TQCQ2T6A2;rs^3)Z*-}rts)bkHb<v8!LQGM;B@jrkD#I
zxyqN3jub(cV4?)4rRjI5cPe7}8w%7Ei&^td9^~=NclXJLO_Aa-0aoW?9zyI>i_!IB
zVd41(WCyUFa{o~x`QJUJj=|BjCq!h4f1D!}v~$^%OLH7ZiGRt&f@cyrCQTBt?#p~{
zU!|oBhg4aLg%K+{3uf~|e=jQpRd2|e=*Mz5MAy$VjInS8C{83LKpO&4%v4{fZqdE4
z5GmDX{?CB<@BaS(<Y&}jIQF)^@Mg(6=n$)~vChP<*|PyJ2Zm7$`S`(Nsqt_#6HFL8
z@XMzegmp_On1A>>S<UvWPQlE*45Y=OznGLQ{lV+vOx%EnPIkpphyIz}MX$DK;6nc=
z7x6D&n|JM&X!|wn{d^#yI5q-Q?{m#RmC3<rf7gzd&)EQqpeBOHH*$sLN`Z;<mIY1^
z;c(KO0vCN{Ze6Ws;Lk6_N^&ZnJj)!_e0d=L@ay)fk)C%$?Hn+7;_UI?*0iU8S}5##
zNuSfC>>ch6vz12th)xGF)d-rGlN=q8Zd9sxr?m>Od;n{YR()*DlpN$%{6p0M$oo-r
zXq^q!FPMGO?wxOX5H0den`gM)gQfLVjJVsaz80DH0nEN~>!$E?&CHN~e9RuTv+0$i
zMWIhGcCrg&(+|@{h4p0!DTAL?WvW5Tdfg+{Cp^1R%S;yt&X<=5*!p$ozE{;mGm+VH
zeu|0|#Tt!pJ}p-2Pj}n<1uRELfE)SWgh|i*^&BJwgtgd<0x7h^!{jUCRVT{kyR+cy
zlOyGT(HJ!;oxF$W-J6}IT$ljL?&Pk?MON4ubc5?1tLm|wu?+q3#LkjJnk21~w99nP
zLwn~%pFcBDvT>%~HwNURi7KFYWR-Vz2~>W;CtQVkb&H)CZlpbe94;Lq9$Z>sRuj}O
zD21D+;0m@Ch+@Lq*;p4CsA$e|lTTz~*M?};P(5es5;=X<@ODvsyhsbRs7&W9wYS*z
zPpbbFvHsn6>_0nJupWScV(%a4V*mbo{*3>hrI-JhYW}OoDzg~&_U}QGBrzPMjTo~w
zCV<n(@GPhv?YiNt-gb3?IptEVQrB{}1qooOMhFlBDADsM$_1dXOxij&il!m~0r$T?
z{rjJv_&<Ez)}cFIk^Dg%Zf_8A+Wl4>rY#(WG98~aQn+Ff^Wfc=Xps1|q(_*(!Pm+d
z9#fR;e_KwpylRieyqs10i!9Xq7=2!*%O$?Pv;3B`#DH+Wkp&Q;qX4N-@OvPqlp7zp
z$5TtXwr~NU*};MQu|*3`NT2&L_GU+PaXa0*#N^dkgS3m{F3ICNkI%i>`McA|-(5?L
zm^qj=?(gWTQ#~mk+m`M3aQZf@>2fydp$C6gaCz_bCue$<RFB;Lqh9zgC&u@J5blpQ
z3u|(zH_w;=fX&;@^D38({_}b+{^Rw4m(Kz2B=o0n%2~BPR2?W|bt?OfpN#KvZ#O3v
zSejLZGCX_7FMb#QHhuCx%Yc8k82|sDMgM)X{l9%L{zn^s;{V-^|E~^%|4*M2LkDEf
z9xSoe6bgNYJV_Mz(B*bz#Nx`CE*x=SHGn*asSbpqA*{c%u3&4vVk8{lQo3UjS-a-U
z?y5$T+uwP$d8sy`sqykD59b6kYwyl=hkG&z7Iw2dF!Ut2)y}%#HC=e~#<VAhj$G4B
z?@R1VcMpAo*b#&7SUA+yLNn~O(oGfB#VeF(6R2Yyn;VPU(S;MH1!5l^PuOmsku%`b
zZmoWkUOfzGyw<M(fc5`bQu#l9KkL=8c2^cX5B^TBBggAc0=3bV$l5BY)AO_N#TB4}
z)yu)?8$5}7A^NVlIDfu(WyVHLHq7aTR>`ZoZ{>p0pMS6z`2r+eg8y=bBZdrS5cn>X
z>Sf<H5Rhau?!4SR5;IG3)d;BeGZ7G(=MjzEIC$AEEr<nte>JDF&%@mPa01KO5h|YF
zr{h%D&8xIm-g#D=tz7xEZfEy;UD$;utGZM3R=!cm_s%Wep@Ls^YP?}BhQFX)<C`Sq
zt?J3l^a*%7Uji@~;d1b|aIX$qChEidW0r)2F_R@<qK~b|*NCdwuF|UJ&lI%9-)cQi
zERz8=C`5V&HQ9;Rf`)CR2)HkV5D3Qx9)E1XgXOof$kn{s|EkP;#}TIda-ELDVaZFy
z;8tF7$z3vLV*?wmY;IK<1eq&<E}E8BSwEdeE`P%FUNy8X`1QA33b1AbGrQQZ49kI7
zwvy=s!8)}`Yko|3?4oq#={(=I?D`@GK_S^S>j^<3uvcS^tN~xA)xSVr4_v+6RuNb<
zZ={fDohSJe%f5a>)uq*?gzi|oTBv_3W6~02kn}42&aHM-r){pUk!iBqJa@(JHUhZO
z31iVBISmFM|F<@tX#NB_?!9q<2X8ZJ=YU7Z1I5W7V@c%RS^U4K`|hZw-Z0G|A}S~#
zAf2Ez>55cAq9RQM1ccBdB3(d4dPtDo5fD&Xlq%9hdQ0fNBfS%PO{f8qxc4`+yJu%+
z%bEXX|KI>8C&|4x-+l9Z@B5V3H8EHlS#Rf(sKfp%Iqy&TogM8=Gb4mP{U3cf3_nb@
z$GPw-yZT+!lb|v&&{O)Bk~03{SHp~G@$2fz@g8@$?fAvvTCw4HsN<7aCPVlcI>AXO
zVD<QNw#CnV;a>wk1f^u|G&S6iy7S{(2F;hCv0>5DD%B@!I)gF7Ca)c)?gGn={$GN<
zENt;sO9Melv;gCRk&azMcv5P^iM=u7&2KFpo2x&c#nu*j^SlBmqJe-O3(`CvopGxg
zR~2+^`$2R=o%!4PkFV)&NER?#dtMB{1_s8cDVy!L4M&X%^7o!`_g&}eFlg@K(2h#K
zvnOI#RC5^2ya-{#*p-ALFQA@>wimhco&8Gu9x==yvK?t><J9X<`-?Iy!)swIv<VYK
zrX+0SIk3kDa4#UOJL6_l-035pN?v%eaQ^~_eG_%*_tzV~I@Y~4br-8WIe$5FulE4s
z80qr4>9dVZUuj_NP)GeAFEJnv|Gz!<pRht1`~TpZKqLhZjRMG5=3++}4#y-V@JLqw
zR{E1w5hGQ3d2eIrQ3*xz@gyn!R_!@2(HOUZG(blukk9q>kG|3USTB}sLNTDhaMe;L
z9l*3DynNuslz^;e?wqn$gpQ4!vA<F~3epM&O?#z4sAdSs&m&tUu{J3upNh8Lym@_r
zY}vUM{OvmWUpm(zOG`BB+^d@^A*>&5J#QJjbmz+eF&~f{&P@?LWcJ#m9uq>r;t%mx
z3U9(3l7`iz*LyfhsV5>pXY3Jp*k$rCq--y?L|+qU+Zs#f$TIxCa%?KSY({pN=X_wr
zVic(R2AW&vT#{p&JI|IBH0?qxjLlRd9=s`|r^Y_Ixn3+F5e~a<6K5IPX7Vy#{_4-F
z!5bP2Aj*9$cj#GgNV2s|PX0`ry}fhJa*C}HR)xzrJq+ZV@QCG3$yW)a6W!#4X5vN_
z<R)BxEnnEffkE9r=K7l_U4KEb&^iLNU5Nod76%SfWGtHW3e^0vC|-X4W%rxa_yzT^
z$%==4pbww_AM5UaU6aUr+`L0?%JG%?ixVt#*S|mf8SDO~oeKE`!&RPLLtwzBOEP!H
zKE_O-b2&V$!6^~Mmw0V|<YKV|Q4zXQgZ~;0C57+pXOT}WVGW48Bf$Mz&tJ4*G<!VF
z@x^s(^=S{u5nJsOT4w=~=p}!~N6Ivq<rW>A{RR030^HT}V-w&h0Gr)T=fX5YdP)R<
zxcxVQPVROhiD7&pZyS=w@fS3u*`jYH0!XKJfJfuoAyDS?adSmM4$EbLxBAozrp`{B
ztYG)cFKO5N3*yO)XspG<g14Qyhfj>ksxt0}#At>M{W%Y4j5zb;tAfzxJ=6DysKKbb
z{QXB%T8?Tg)s1<EZ$VM}w-E2F2GjJ8n$F1WgCmh2MZDz0;?k1U)~n)GEM>{EVin>;
z#_S%L?~c^$+Br@>KIEl0z%J;qK*hS&!+;MfEcPNm$pcER-VG368ij>r5z&e8aIr4A
zY+TVXYjURJ<h$=WeDv(w>z4f=>FRA3+8x>~R3`N`c1>NU0)S22pF1VOLuh#-8=k7w
z!v_+5=$IO=edCtj<+#|)th=uf0S&sw=E~n`3necv)7u3b^%&K~GJh<3ygwcod7y=O
zJp@E)-_cd^Mquz&00%O-*rKPETWVOeI7`mUVxLzSb(}?Ogt(pQ&dcnrz$ItK?6AL*
zMJ+h_-`|^a7-I+fSo>$oF%Pf>u{T>Z*y9Z=J><4DLs^=agaLg`<duy$M<oF~RY<ZG
z<Sf5f+$tLA6u&FGHjm@{)4`xskT2qs&ip>gT>ht97Qf(cS9^?#RdHt7VUelk_=hb&
zE0wwka{JE3PXm;Naq6L2BKbUlo7e0N!{=YV)4nd&{;ZD*PK`$%Z;qgE!u8MuKbByy
zLB;T!2!*;*k6Z8if9|cQto%}-v|4qac?`aD8atmzJV1<r_g$6b0YwC$-N}rv7r)hE
z@co%&_VzTy80Q=O%eYvni1UMd7OPC+)Yt}06{Ua1SXmviJ0()*G0)Ul96D<B2Hc%n
z?AR29qF#TxuN7QE2DAo_vyrtmr&>Pnvd>Ue;Fh@$EG%Hg^Q%NrcQO3|^7kftLwfmS
zdzUk>>Od~r$D%OXkX8PSIh7<qHp3@u>c_l+8X9lyh4mw}pLN9#8I6-~<H(73t45_2
zOy$)(HFDLbxvO7a)5&vup!AEYJat{-sTb|5M84^auT$DWZX#3I4+2^JOFJ{enGvhY
z_}HLZaha)RrE1C{hBaaIYOiVZ-)p++XUP+<lx1g@0&GC~b@uY2ONseYbDdfImS6c^
zJyh4z7I_^sGNGS$r%uB-n0W<Y4s<{Q5iB)H9TxcFID2<Wr+7wh#%Iy%Lj^bWkC=xD
znoENIL~qV`FNs!}2NR*(uga@q44)s){nV6L5|Oq5VjV=%D<soi3Z2^z$H#iIxS+=r
zgzsclDB?0}fI}dZHIr|YpCcnGA|G;3lYK07I4>hYo=}tsBLR~nWQ?oxoZ@f~_tLwb
zzaT#l^r+C`wNTrXp605L+;bF*h2oz(-J0EEWc3phk<U0x43QCQr_~X7w8dr5WF4K}
z>y`*8_IYn$Vnhmxc=<+0<hEX<%geot)cW89+<3xK0THd^^_q(VG{#(Nty4w0advVC
zC4w<?ihn^3w{*|O6E)8@;TJ++{6ydEq<+aN;eQT8Ty4wvWy$5bXBylgj6!Wtvp+)5
z{`DZPip1i^Tfr2BF4~M6_?xIge@T^`Kl;qzor|y4urKVvH^|&xfflI%Cp!GYjvBN|
zZ{NgpRz<YC;3Qn-HNt|Nj@L2>N!hg(#n7iE<dS9&eSD5j(;Jv{O*k!8n4^Dq#kNdo
zo|+WrJK7N8W!iBWeqSQAa%$e?2`Q+Ur%D+(YECN<RNA8OGp$~99MrJh8^R(a{pZ8q
zS=e)CWLz2j57bMG{UraXPgL4k`_p<y%z^exB{cIh{6#UPwr&cz(hgUSnln&q%G`I2
zhoO3(zwPi_9h@J}5%>Xt{7eRWHNo47RA8B#(^&nRh2fE*@zuoS8^1+XROhmz-pNa!
z;sJX|_j8RH$l}%1zn}|F5W*4iF%vX6dT~>F^TF?gI$+`P9$B#ABPF|WFB%7Ps9ERw
z@?nN^mGS1j;679{6?#}n+Dqn!#nk3B>{s}4n&hwAr|zA^$44a_l9)6UHL|PC4s|ST
zirjcVe&}STc&F%UWbfHP_QlguR{4e*@M-`slP-j00KfjH8~=rW{;rYW_Ud^?@LlM$
zZJ(NcJ)l|{zu5lH?8m7U@a4i-$?VrzT!|3}=F^$5oA5|2-i6f!*#Xxoy+4(xQ=9Cf
zdbKK1_9qXbfB24Hw~l&wr#o+U(+_qLH&gbuKjzBY*_9RM0-}_K6Znc3xMhx)l!ca?
zHgdRef6goGg>ULcvRuf8=ViawcrHfK`{UCKHef>nsd+~0XYR!bxlbyOJ#_i#TLWo0
zU4OiM@el;MN?ZkIA>MESawo1o5ASIZ%3?C<C~~1Cu{;>#gPqcVx{%6FN`@T{<lHVT
zs!jDQC1E7C^mpNQOX^Ey%>Lhr!ZeBeRkE-;b>bIb|9L2g1y;}jW=9SG3Vw_55a8{*
zd7GfWDK+K2S`6-8h`oy(=es7D`||oxqR&tswVo;OVE6B->Rv5HF=lVAY&3E#Z+T!R
z7H^IgBHEzKNBHmCk=X^c%4oXlvJm7)3VX>s45J2)M;*tugclfUH2pf6tvXEY=d8rE
zJLAl3KZP~qsP9R~Ul2tf;yJkub!DJ+KFT8{H;XPci=gkE^<KTZzI%Rs2z8Rp(W%I+
zN?nA&kN3ShVtbi}Pn1oXA74PsVsBb&QiZm>TV*&eAAWz}F--RDI?Dx0t)DL8vaX5&
z1~@KJXKAq~22~a1(W^;naxY`<8h^=X1ZjLPZ5ONK1>AqGvfv%h>6%Skn$3mb7GD05
zbqjfkzk@LzdF0ye8t$RExf(ixpi8q;ej(gy^!rMceXaB2bV&7Q+xfSzVvpP45Ahsr
z+_wPl8@bs{b~7ijfv`Pn*~qK6<lSq{BJK}8{Htwwqjp_PNaw&HEnQ@>BR~p9X_rM}
zRIOB}w7R55DXHFwWQsAKo=G{SZSZs95LG5vWs)Gh<R~ngIQL=-o0L?MsqvZJ%9&c9
zfX4^m?7WG~fXl;k^6)XHtSu>w@#%xr@5SY0GaF=C2dBrmY?(|4U&8I+7xK%?R@6i2
zOK{Ut!ZdEPqodM8ELXZUzD2qWlDeWv<HVyhI&-;&vizM7bnP#Q$W%st0;2;c!Z85v
z=DX=Q8rh^24gt+StnkH<E(o8V$(@zlO}|9?gL#T*`uZ;E66&($fsyjbaAIoRsGEk#
zc$LcV+RRJf2q_2zU6q&UKcZ4SZl3vOZT1&F(Z<)d`)8z;UI^)6t=x|MU`SOGL6q=&
z04(F1o{Z}6^0``_d;R=hYq<>T>Ac?5`^=SH$YgkNP83&B(J?75oq8uv(c8t99YfkT
zm9Anc)nV_W3FmeF)cyFPFT;~~-;3-0!uwh`fbC*$bA$+GtC9!~6I2LbLq+|9$@Sy;
zgRy<D1)avuM^ZU_iIX|PdTF0|iszrY3|Rnfwbz7jbOYxQqF}8mkX=(DFn_+aORm`T
zp$jL<E)_s_=x80rQW{FY4P_Y$VW)pV4l<U;&GmdcY=Q?0_l&iLgS-odKSMolVx*jP
z&Ca~4ntyMpwdiii=oA#Y*@*MX@=^-kbDnQp%lW{Z8Sl&KF7)i?s$mVG1u$3Y2OO{5
z>B6}s2x%V<3JCVhdpCESE&qbl$^yjNXtlR^_7iok264W*q4f^(>+?a&xvJez8}ID_
zdw4uZ{d(r5x3WKGzG44R!hX$j0Rw<A_+wxa?P~x~r8GqFBgZ!Zm!;T2<kr+brr;VG
zXkM<5!JK}Amq=^KR&v&&g;2>?T<(K(uQuVAGX{yppSjN({KVD~xFNITh<e|JSjtDq
zN|NJ+AJmu6L-v>CH2;EXIRobXr90M9V8m6g2)xt|xc%(;iC%g>LtQl2^pJ9*s9%WV
z_KL-o{Th)oR3Fp(G=pb|v2-E16J002<I=5iT@?rK#eYAuF^i2oEOIl)NrZjSp`E1>
zv-k_rsSW6V|14~mKRiiBl!BL5jpvO!^RW56u|3`|lf0y07s|2xF7h<(>c9w5V{z6*
zN95V4m<u>}!d8QhyIbq&_PB^|x}1ys72(0?Q}g56ks1Q!(%vKtU^@jKHfXjY1aS3n
zM)sWtGc%C|_AgcI%ZTx1V2iKECBW4SK=z0t!K1wI3&az>iYXecFUd3=v4KdB0Ke2J
zO|rUREOMK{9mo@8C+3j+G0O|UNA}D5pZJ+;P_YmW4%NF(^O$^+elosTP;oJ;y;7J#
z`<~;hmP8226yjJ9I0-peaF0su2w=C9#|_KcTx8Vub3O>i#tn40a*LcU5pr;JODD~~
zu0`;tLwz|wL++zEdWd#Qs+aAogBQ}voGMCjw2H}cAOg!VAO>(|#hs8s0p8lMX~Z!h
zlJe?jbHmxCa)<=ZF`|@Jv0IMaH8R-dbE@`c*Y+-kBW-}lXk%~MM3$<u72v~ESep^Q
zrwGtKI=ZEb2*7BH0DAC$Q4EwsW44Zg9hOQ1BEj5Z(nxI$ro&Z_oQrFw>s_jS&qD5^
zL#+<bwS~=xm1>9sbG6~uCYfb#rPIML2ac@|S%7hOhGZe??22@bMXl!qard38NBl3~
zChbz<BVi8rD#-(TZouHmb~DM1Bufo+4jrH!K;Bcd;tbqotfaHs#Lg}1OfmW90^(!A
z9>CO9)_xGXJ&C>eIQiq-HSRg{8PR#dt|J!UeN}{hU6SB(0Nydy*Ob-mFUUMQ5p$dl
zPkNAe@XP|0IIwQP(y@;dm-k435m*FIQ(!o~o@-S|x+7`u7NcHpY;KElHw2G02VCnN
zb@uBSv0_j#{@{mc6Y30m#f4O0h+N3_L4L)ZH=7hgu=6kDIsbyj?bv|#0M-Fchf8jf
zNQ<er>?2pX-+^ow-c=(G4qb)e3g;66RVN)|EWiiy(+1D4`~`K#sLdV%WzwFw&wQ$L
zu7_+=KLSr8k7Ftc1|?pc4i?Ne4U?fPrTuzG!)qQJVnd-xJ#2b)M$x^6vLz-Yqmm97
zL6oJD0t*YOg?4CNpGOod7*jQz>K<t1%*nmbrV#8*%cuNi%x488JVS{z*x0MYXSk3A
z?7&3_hRs^;DnQO?)|OtvaTXX*m?sPjXnzSe(yO?;6Bm(9d=Q5u95gzQl%{Cyr5e7}
zW#Y%YY*jg}Pjk?CzqzP8hFVAZ5v3#}Y-s2I+MQzh-*gfF6CJDZ|Kc4h;tUCmaS>BE
zHX8bdvkl-4G$ce9J+TfE(q8{CZPOk3^^f1G%|#V%)$N;B<v{Jt@=W$PzL_v@j!CAf
zm5RT&{v%Kn2@)Yh61wo<RumX51$gl>{{^Lb{~(m;dsYS!`%4v0Jt{Y;?Ut^v$3Bu5
zOaWDS|A2dwek$<_)g%}JS$ia91>L8~dWF6<6A?1XS8uLSSUvK+dRC<klmr9B<jI-Q
zpB!98;^)G;;KH+<Z>WuZ^-j7{*S$WZGUPXSyJ}%?(s9ucwWuX9CIr{;WpZ;&`SilN
zu3jYh1%bLNEWT9m5#}Dp<QEe35xBJ@n#_(E1pmfFJ3-r0oQoE~^s2^%d$$t5NxtQE
zGc}*C>;iSpSh+<-jmv-c+H0HRA@pR!Rq&SzTz?QEuqNf0q+?sL`!k~Ji#;AZAEVxZ
zK(8oZlR6zPAITR<-x2Ja7+NCIu58kQp(^ej^YdfColJan_6yf<Rc$pJHbW}ok7R@7
zV^LBj@z(j14Zw*h7iW?0EnQi9QFrsMvGy5!EYtl0-kJIN>uW&@_goSZ;dgmJNK1o*
z4!}T7!;9nCoM7pVXKB|u{@Qidz83!WrsH|Lo*o|`*Ux*kYCJ(Nw68RyzHgnr0j^#d
z(fm)n@A-=v!WCP$EFz>lp!+gr1vOQS)lB{RXsf2GgKdDg&w9iImV>_|{lEbBJtyr#
zxsK!G$zx~H-MQ(DMMBmxVarQ$OO>%=QZ?&)4PEPx8o_D=AS#dJ+=$TgEYxsJHGGlc
zF0I&+>EyLe{ShJiYt8vbhVGVw{$3?RE(AWzHf9m<O(Nb21%!*t@n&8H?U$@amgC-!
zJ$U2%`hp^9y!wr;4VTr#C8f9I=0WOxeLRpn5_=AXa}U|#Ij5xaBFlT8N+_bi>AQ1$
zl>AXQ+Gw{yn|d;!_wVEjAirTmCQ~fS_C|rR9YPRYgGc$lkJHLE?|zdpOz(<rH@<Fl
z=fP8*&$D-f_F!8wm{c8t2y(jtkgizV8zMg--0YGf-EU9mar!ykTK8H@7ushWr$%!e
z){;yKesJI2?Gboz%^&W)s1r`UHVia>{GL42e=^Qv3RvcyJ&?Uf?`>#EWv)(T#LPpl
z0td)iRJTc~XfXuPyt`Zup@s9Ou(?P@zqFW{Ff*fhQybeAFD<;Y&k~)=Bd;6KArAt_
zLKY%XEEQsED)@n>YkG@0mBX|T`ctCZR`^?3iwA8p_ZaR{M)$7e%acaF(JkgJbu`Cv
z5gG7v-*MAR+8MR5FsV{N%~&{OM#b1#ruy_#+4q^4yukK%@7{~dS3ts170?}&=b}qs
z?VUf0YA)Y4jtymeWHQX1o)|y<L@M5{dn<X*d_Zw8SoD!__SHijg0K!TV?GAJ&mnOD
zk!{+61dP=J+~9P$fu_C5z-FJ~uQrUP_`c}Mn*3QA+A`@Ggi|f!<n7>5g9jIk(FgZ<
zz(G^v#2YQg-9vE2GXRj^9!uW4Ar)_I;vlm>`$ISWg7ej#m`IM&hakZVXjcLq{$QzN
zI|r`>Vf4~=j8@ugcfC}QJ+l`fQoRJ%baJP;&ibB01TC}jP6g?3L<HbGjLfycO-ITT
zRn*TiDf&(5cv{s^C(;;ye8svd4nN3vLpja;Z9<oTKO`HVU~nrAqVIT7x6CuZC07nH
zH;ks|r+3f06TbNsDoCz5UT<YE&w*0_j5^GpVt4RFYUAyVDb;d6Ln<421xDR!VWo)6
z0F_u|@9f`9$BEa0>`%cZnF?(B`!&<ClFVw;$-zd!xEr9Dm#RNlsjfu5qAQUv1_Og0
z0K5)5p96gZYd|JiaJ050P<no=Z7KB+o-p)g+~9bYky2CQ%caYS-<6ZOu4Cf{$FGs<
z&MzYe#K6GDQXE2<MLJn?-x)D7dB!H~_`W109b2X51hqQpWnp=&8xV8J<M-49czrC;
z#vwfaM_T*1ZjX2cpshw^{l|BwJoh}N2jGkegnYpaiLZrJAuZ`nSF(T(0Y9*h<tR}j
z-%dlWYr%k(%mv%>0kGj!6oKLt3Ank3Mk3c`0cqGrNq{0^aH6v<fsN&G$dDhazn||Q
zYZ4MmN*m|5jaxCY)yR4(Y?hvrI6;4}j*ZNIgxr~*P$qi=N-)9|*MHoz)+GXKLmSVh
zIhF}`Ka7SOUmKoOThUBN4>5T4+p2iDh0ApgE!e8VAhh(`hv02(V1K|@lXu;yZPwA(
zWx5w9hYHU!rPNDk>X+TRGb!d-vkd?dBtJOne<g!)KXk)UFH+67@)7b~7pq~d8^YS+
zy=7MYQJ~-63dBq-C}c7%>Sz_97K+H}MY(hrxs@<~ffi>L{CU4(2z8qDfKGbzcED+X
zSD|i!G0YOmnz%V4HAh`^vGLYP_8_%ay`|YPU95c98K5x_TrJvEnDld4MIIY_Uy=pG
z7$NpyKi0%b1g3u<*sw%M^~^f9JV3|hnsbQsoGXOgN_)flCQ0V$Co9zFPhN*5YaPH{
zu!6T*=!-HLh$&ys94RhF^f3RCz4tu+xj`D}dwo-)s{9)+`Lzp}%-a7AUdH_^UN&}N
z{(e>!2sa3CT7A)|r_o%VEIn2$SXN7PMtBnMkh1ITaaN5ffL4M?A5L{#<Hpo{_FUuG
z`stmym(Q=dI4jw7f~@T2cvD9dui(eA!7~}R%7%|(nd_3S`QC{)+NTp1{Jh->Y37K1
zcH}aFT`)|?XDxBH4TNVM)GI9hz*g5q%AG&`T}uCCVwv}?$6I%rDzw_}Y+_<Ys{M6T
zUK3YQQLU(}%8j6C2Gt8ci$S0d7wS1ngz_V@(~T>renSkg1N1oW>ko1iuX9VbYWKhQ
zlQJ})OY+d-U!8`eVwmClga%w)&zPdlVxQ&{^)GMh?^TC$rqSwf>l$SQdN^*vCby1f
z@yQ>LM0BnZ_3M&bx!FG#!W=$-m3aGcK@Qm<Nw;L!W3`(hQ?+w#w5aH)yb}5=r>%Zd
zPks5t`g#kMvG(JO?;e-5fTtk~0$*`19Wp+c;9L8O@=Ml9Mz`2*Pc7Y6Tu&alyV;d6
z^JCG`%*Gf>aZXg6O#*PVer!nf8bzDaiZPl?sQlDqAL`*^)FtL=zl9h$5pE{;7?f81
zIh-8c9Nv{qVzYYH#pf(5B69sQ&oYA<z^(;*IWEQqxzn+G{a)Li^2kU{<*bkKQpduU
zJms!JZanG&vmu)vqHoU<P>V_V3r^3hq~;iF9#gzsHnF($!7QWhjmEw8%UqxmfPx$l
zO(5@YwQ+M2Y@I~J5~Hh*)0^pP5Bdj~j8CE&fIW^m-QwPO-*6MjMg)3_id#W&Y3DK2
z#}_tCR8EtZpgN<u4ID~948gfBT$?bT-}ic4a)TTEwZ8g8s@kiV>;>=MYWuX4&S_L_
zW^D;2q6NZTZ=cuk(`?ej%lV4`8*@Y32pj#GHm3KrVB4#H1?xZqYP?BI<fZ0b)EsZ6
z=~vO>YZ;&8#SP^dl(pVbEc}{bpu>GyE51xJD`64uvJik6wQ1CCBa+(@0v)_R_u&yy
zuk$wq9k(XMi`<=e>dsKX8TUy+N)NrXo3);G&vmrAw$e!2C)D*a`KU>`-UlD+yB=Pu
z2kP3%4lf?Mpk16~=y~75{^l_2?gz&)B;TvWQA+D?pE&okO6CkXp@)L7FDTp#iGT;1
zcJJU0gJMZ@<T<+?ck{ptUOA_)zxrc+l;|@GS>F&dGc4msCJ>|MuH3MNJ*Ff#V{5h@
z)_!Rz?O7jz`ZH;p^akiWga$3(Wwo>xunl)vl#fbEwt5?fzF2v1hhy<G?cyNn`^CHb
z>Vks>_$u<1dHjU~4MOZsqGE>40|dtI<epkua9u^y47Jk`%Z%?1>@n=O!J)ji!WI*=
z8hYRl(YKYG*;vV5{|dF2{hfIPl&rnAjF145D$4=eb{(v_>7q-J%kl_OHuKqWvg&M#
zY(uq9lBEbOSd5eDvfSI7^4-DB1k3YFz!dX1)M@FV$NqHlSn`kG%FNyMRazXhA$G|W
z6s$b=FCAS#dk}hZ9W0m#qf1+2dYm&;j<R|?U!08@Rwdhe6$-<;=N87dWdo4T68?xg
zBVu`D?xDEVtlN}gIm?W90m6FNl`Pfh<cC*y;<|JP;Yl~8T;(F-+n<e1%DQZJ9LgY}
z_qyK0`NcWE_hy#}sVWY<8L6yVt@E_cakT%AJBfxYWWa7paj;1cg?>(WeQM24b)R*7
zH?bY?ydBBLGA)e@$<KB05&!O*?I`nm(qghE!cIV$Gp;tnAo15@>e7<+n1SO2!WEw;
zOZ@I901XV7W``l(Gc#jh?7(&%D1yMGR@BuivI#BlE41~dKd%G3Z<`<IU`+S}6`p=b
z@W};g&M1nJ*v>osiW3@+Q){8k8RDyQKIon>duc5aS~Ue>F9yx5J&=Z2+OMP@yAH;y
zir%V0KOL|>SFWU9((=<UnS<G%-ONGeOp}U_r>5**g<d@Uoq6+V<J#&gYUV~b6T#FL
z=eUSY#GUmYRe-kvUPX4z8-}meDXMW3JYwY+CUg@T+4v4D3SiKHtUE7)_-i!~)C-Eb
zUvyhntD_9KEQPu?b4C&nwWPHLrMz<+#PGpfuQlFk@~+1v*6kvIhS_Ass_8ni%6B&2
zj~2u$)nOkZPTIHy>SU*KGs$lbe*a8{Q>5`+m81N|Oj6XavJ&~qUll!ZB<i0)h=UE-
z?ih2vBM;8W#_(SbIDB=d5nQX?j22YvaTv<Y(JM%thY>uGF9@dXUub(+^g<XZ*stHK
zbFKWjVXEHIaI$V*Mk+?y6)E-8&_LL<IByOW>Xu9vY5#d#q5Ax38pRyY-E4VH9!4HM
z=mX~3l_;VO#$AymccY_eib19n*%4eqEQ6gcqen-OHuji<Ef&%_3|C?zfBkk3={p&+
zitvQBMP=OoY@wqyi2>RYE4EFrUnlMJk;t2|;YH|MX6Ys!&rRK2e4MaBg~g^H_%okE
zPaip}F3v1OkS^q^ak}yVCzkb1*B?TmQ}Vs(MWV0+WAc4-W5Nle%^%l^$)#V1%y+uS
zqC5;WK4>_iJDc!o;pLD^UH~>~Q{t~R6}$gDJU7F3{Ri6ry@uRXYQ9g@0+{Ov1;hlB
zfh@Wy`v4ibCx{ylZeflXp3)Jw|HRF{`ttNkm7f1Lm(pula4~WrE8{`KNWH{jZ0MMt
zq)K6*^vVP^NBp>5INcBNmC{ZBamsTLk!G;|i3IvC;pdP9vaA@<mD3`;8*LkHuv{(d
zWn<o5iduB)*rVcIyKkmqrpo_ny-qxDN0H*Q^{J|+IA5>*L08>lh^YunvofRMM(q|d
zR`KDv6wwE79k6)@2{^hUmP-+@k?3?1IP_V&(}??<|Kt2ZX_qPLW4rO!*5p69wB6P)
zTh(*^PA-I6uVk#={g_sEa(F>JzT+cN0?*MRo56thi-2uZbsEHV^hU=fsZalWaAe3C
zsD=9-v6`cs&!E$hlDO$B+H&Q}3*Q`%or79L5_BJu1`D@%IEoM?%<JP<Yna}_Hv2ew
zKke?f@Hv7zSxYHb7H+tXNT0Es-$DQgmkmHA%Flo%!;jlT<z8a8VyrbW_TovaH-4mA
z+EOS>c6xIElpD|)7>Gb$s3*YiEHE7Nc825niP#NwRoYL#=osTB>faWsy&XRcUUWIV
zDHVHmPzA_c9W9(6e>8CHcQ5H<L8i~GO%kfw^ct<@;4&6j+XYP>j#HeaRpPaFXSp_T
z<-sE)qZdspf^$$jI4SR^{kY-SNGXq+)Q}|a4GNwMs_JZ9YCzCQ5uy!JZW!+3?kgL5
zD`RYkTZ2D>JmTEh^tw^;XUE4hE2Yu%4YQ7D%<}Vbfa?JU8gQ8@Xw>~~``1oFRe4r8
zG!>qPD?whjxm`@F;6Q*_UZ%Dnv0by2&d~(pg5O_4GQe`b<{EKSRi{ro6e8bzd4-KP
z`g9>Gi4Syz2bxFpCKaM@!{3d;nlrARYbPw$@ZU3?G;uyRIM!zBx9Yj)JS5S5zki7m
z+O5Qdt84%QxHrg5xV9{d&6KoE)>~#5dcFA)8edR|>VPijT)=oiY;`6>n;{nty-IRo
z9_qAJ-TUbI<8FW7ypPB`wJz3mZAt*XUB%o=7;J^+uIs~pHB6J}*5?_@%(8^qTBO=W
zj;mt~Sd}x&T)rNUPMtMKZ4Pv?V%|thJ#b>(id-m&bEa2nPnmVT8iyjBNQS$S`}^i*
z9lsKUEb)xWg!#oHg%+9QBm{5epH~`U-HLjdF5K^XgD#YwdLPKrI`w;%tPf|=H}l^Q
zg58bI`6WxQU|TFQ^A}`b->&;vU=&lryFWmPt*$M17;3Y$<mVeMa~L-qRdRM|j7QT0
zMiq`Q!b_EUiiJxN*tW8E_9ah>5$%}ApZRsJ-KVTEsMZa6^%z7dE!mPma}Byn(8FxE
zr>x7z^{~aA^mRbLIfcv7cueV*SO1pj*e;elG`{ydK}Rt_E^ZfGpztm(7ZH&)2vwtB
z)z6~3ie$p@cH&$D>}<S#ekpw2AZ$32mC#T!%U3*Z{=l4TJfxl(pL`sFHyhdb1oJ}a
zy{GEi=?%^b*1+~=D3>z1Roov5)*nVE1D%o)e9m@?w{-edh1kWQf%jf}NjC}98*zKE
zZ}T+uw&(YW{5bQ_fO;`(`UMe3l}pBua;N&9@J{YG!(7C&xI@aTcR`ecm_;NU0F9X+
zzX5=$dm2b?E#?$g4q0jNp40Ku$sbUJ4m>Oifd;?J;o|jis!T>i4v8tCg2+k)T|8ju
zj=xqhR_ElFIl~LQhJ%ORui)v6<jo~T%Tm<m9k@Gd$*{yE<8ebhA<~zw1swi6kH|*_
z8I<t9Eb&B0jPu(&0nnSfjjnP2jV>nuWWdlvY%t;E>woGQmtr~B87DUHB@P@%R}!*0
zvwwKv)+cz#)I4#pkCjy^u|Y&NW^#f@fnV0_6`tykEfT4eD{rDhFIqpo=+4|^T#qid
zR`m?rKmy^6g+0975<L!sy*Tm!!?m35v6C|B*to@^^SH$r`MYBi#-1)J5~r}}w->py
zq#3Q}ePci;;`ynI+Z{fZ4h3E2w5X_^>A1A<LV~7wY?~7EP`%cTAT5jTIs8jbe{o)8
z&;ao&`WAq^BkWRQzT<q=MvEA-tA>xfrq;L^1R~T&r>DIQ&VH4Y^g4F4+W*OGh+R{n
z0q*ttg-Ucc8^#r+=Vp~$ln?Y<xS0t(=X!)Q_kblQPebbiXXibB5f?`WMd!B+?6$#A
zVde!*C56f4D`i+-+XkZTD{(xz(Da$r0O>;~AZ7B0rXt!Q<vM{%mp31fW3gY}gzAj<
z)fFAy`)a~cb#Q5t;r(_HgzB-dThnaZnR_02^e?Ckop+<h37g7f$acY1^ctb?M-bvR
z8Y<NEYI9_*M4@ZX)9Pf89@uujW1TOsHu7X=&`fMcN&1K!+8fWBYQ?q<M1jka+aLiq
z_~s;jX?*BPed80H%2s3?i%Ys?%zAviAj36{eTwvHEouHZ2B+EFMq}0+$~C&PVh9eC
zKG$@|t1VEsnhUHokE6u~-F+YG-KVXLhnXe_S2+c@*gm|>Mt$+s655*pJ*W3VF6Omu
z>4c})hQC1%e>hHZ<hbeYqA%sd9xixY`R64*djEu|L;0FFoE3}uw0j%{o8|KMUX=yb
za%lqYS|f#v{9q5m^rhjEEcD4paVpr$P&TYyIg_BHjK)iZ6%Ti4jl8zcOHmGfsyk34
z_>D6D9W|d}AHoXRq)NU$XSAWjL9op0)f0P;{tnLy7;0`3`*W7>x2^V5Xa{ES#ftf=
z<j*tkN1W$%O_|>OSNgvbMvpbj$uv3&U}>Q5U5>a#)czy>0Yx=Cu!y9|7vX#XN%nmA
zjdZ%I^VJhMAa(1}!tRy@!y@b>@NI{<Wr}=Dux(CB%5#zz7ms=#_e^8C@b?aME&t*;
zFwy!o4&cR1qSkl`na8Vt)a8Q?o%*LHN1j>cHY{*I*MnQ*g!EqG+LGl#f#>RBahV<L
z!3H4EB@pGe3uqmx&oA3cT*6Yzrq9-qkMNMNFXC*dV{NUF$j?r_bK_N}j)G3pK296N
zWu5PEcLK#v<w7mnLazr4wL#T1d@s6NJ_UE|W}iG!@6e5yB8;9t@j_v9V;4=4ERWeY
z5nP%-R;ojnW7Y=lCA!fsa$an4S~#LmqdcP>`(O@e=gs@WON`ro*q?-1rCb@*;0&8p
z7Frlz0Pkqw^yq+-XA&GNPv80O;7T(qS0mcRSZWyjW&gQz_5}@okAyDi5T`_g=3zv?
zQ`2s&Y0IuslkLPh$%T&f^|#chWCKTOzhhsSaf=`f)nAZ}OB9MJYoy+Cq0XzYyu9ve
z%IB(kc?o>9S6o@GgzmgkWlR{xe2Z%YrH!}E|B@x9&gPMVT#$#iVD`}AH>|9B-}1PY
z6Kt2z;;yQK;1r!}#{BG(pRKHmimN<5eZ+e@0X4x1UH8D6VAK4*tBD{f+Hn5Ntb)V=
zJph97PUVUi$?XL$BykgRbis<8>0<sS^0C(`(Ts)guf(1L2<l0FDmJ<G4*`O!GROY~
zO}5RP!R;z>3H~RHwQcmyp>{U36Ki&Is|_}Q0bmfp-V^V+NEfC^liU4klO?W0tN?Ol
zZMw7UcIh@}akKBGe!0SX+K6t8fu*vl{H-?(EsE|`QDhcHZ%m6jvXLl;mj!}Vs@hV@
zYuod&T82V=ep}2%GnKzoeJ?KsC$eyVv;C6*dy8npR8YrCW4NZ^f`pIxTE$bFrG3X7
z1-S>}mMN@LdL<(8Vcws=IJ#a<fUpt7BfLZlikqPDGC>6o3Elg!)j8iYDSBO2_MDai
zN?oe=m@`1dujibeJYXU35;g{5uGh~Q$hMoh{d{cRA*zFawzagJ_q7biYidy#YbVGy
z4dI>mvbFx@+qtv7DpS-Xr(ZxPHqOv3TACZ$<qV6M+Y_tbsnVR+MEwHVe~8aW`hVmo
zZ0zKkTrVqSpxa&aTx?san!hGPnRxGM&IDOG2dOAKLdXKPgsb~cFaIH0<x@q0(@Yx?
z1_RHt=}REnMF>Ft*7QV46fhflxKIRHG)z>Q-n((Py8bHSP3cFpf#S0F?~j2qyp&`0
zCqU>HF10t+h|p1>+-h1rEBlUoo6_uA%^`=?MW5=DPkq^VqiRdu-#~q}Kz$`KFYeq~
zHohbnCR{S7^?n3Xlsqp6`|OMWl=dwq&_K9!4nbczvTNip(yr*0#rf?Q-x6kHBz4>p
zOb>No=B(L;v1=(6*7EXwvkj&PfKcM=7w9688#9Y{Br{?nfZ=V3eS*s{oU_PjKdoR6
zeXYfn)GKQA@TzPPq7?2)NO!`8F51*!z1a|>PFEtjI8c)NF7eDA?^t&&Nu$z)tn+*D
zyETMqe2GrkSfKgFSiDUB&o05fRTYkqJIhD+)eSh%Y_Sff&b%c;)s{kgV*i+LTb-0#
zl1wr3T9ON7!RczLjZIDWPl*#dw&=Fqaj9fx+opzxN0;G6wyj=&N+j=g^Xo1@^^K0h
z@*H|NoE7`uYs^H)UV9>y-=5~7hLs<4f^tO`L>1w+D*u9dhQwGt0VJ=|m0&pkxi8#U
z=_&yR_CKttbjY}C6Ml^PD*C!94H%|BF;wLK3F8vkt+ZAVUl#t+CFl<VEbWg&3DHRW
zG}fJ*m3gVY(tAX6__nrY3&-b3yQ8lY=!Y=o1^ji{$rmdz`+#NT7@TV{IJVEgr{Ls+
z-`W&l9p`s;Cg3Lx%mwxdTBNe2be*NSg6mu6mpK$Jw1m`uMfzap<Wj-MBU2cdV-K2!
zDD#`3fg5;&<If$7Zw5KPv5245IOru;i)+sunq42=l%D*&&=7pNrFiepDTdxFeRZ<P
zOb@YiVnt@InlCuAgndF)2<|+_pZpV`fuZ*DG*AK$i_$(By)k^rKFceyeuQtRPR1zB
ziRb#4P63R?=9QwN;(Nzo@#YP(citl0y+dxefA7(DmZ&Ai^)<~X2lu#Yqa|qA@eVV;
zD-vqQ4fuzr-625ZHw?vs=7k$2wY!9wjBL^6hToj2*Hv2y_ek#e9G<qr<u+WUNDTz9
zS`w_kqplG+THo87I6go4V#vzJZRO8a#`kt6nA4W|xQfV>GBq`=hohTZQU?NrZ5@L9
z+2`5Xd;wMlxw{|fKdd3e(Afd4TlvIza(mZtDc^e3Lgu9bv^Tk}=-2|8PkI=GRiu@(
ziLn)>H5Yo;odGP{cub3PH1VNMzYgIoY)Xe5YK+0%1it8^#%mFM^A#*R*RbFy3ocx4
zQK4+uhuLRH@!i>-SLUByC4W)W&5}q`a%l)042%PKM3X5l#Iv@)AjCLP*v`qR=-}8Z
zUToImhZ))6kV*3SQ=4r3wVW-o?Xo;7f=vtl@R`(pgzI}P!QJ(#d3C|uGwDqoSO%sN
zwY`Ve$8y(vbDX0vI^r;w8PoI@&8}8w<FltZ&0kGauBXpirCwn^V^;Asn&A`~`LI?7
zkzCB+ZM8P)#J=m2S3NH%GN>!*C0iPb={KS!={Mh%v&V*(91q;6o=KR}41KX~{GLsn
zHai9@y$554*y}{ib5~%qjdk4Z^UUQn%~_s{dj<}{dN_7DW9mYH$oH&>eN@!^zL6rZ
zVYHmp0iq+aOQunip~rrM0Ga7_zi;Hzgf^cvA@Qsajcg2Qm(CTPMy+DMQ|{fJ@uk4A
zSzIcz?+=zYd5Ba#+lwLOQ6w$?I?WId$OoMEJ!-XeOee*pM>mrV2Rd}m?;-{TTF%wI
z81?rncc)h<#P6Ywj1TVbR4I)PcquPI+b{tS&Q-oSK*<2B46b7(XC0N1V^jIrNgh0B
z7V|Bz4~R`a2;Jd5hj{s7V*_?GZ<e+#MP4>P>}kAE9ryS)8%Mn!_htDh?ZwWuiPm>5
zdE9Wtc}a3DIL(?{zJtZs(k)8L?{m46qvMeSw05s*z)JAgnv^T$5}U$QSrsSnb*V^<
zY0kL7noqd{b;<i)LW@w>lSh03h4Xqq5C_g>=~5Ohbtxkd%WD3O-F+%&ivImrzlWJ>
z&*qCtiuFeBZ_q>g5=RdN7!bQL%yCX_RF;`{LhIjsk1HiyJ=_-^8qX%>;^%?96g=#s
z<>yuUvlP;-`Rh8Vqlo=c=`H8bc5nr1#|B0H3CMZR6)9nvRjV~NqmI>%Za4VqBUN}^
zmkwn4h5nIC=awm51dLPBWOeGHTH6$9Tzn0_FKip#>lJfXhfO$g@O7Cx2aw_m7^4UB
zuk>&<xV4%1Q}Qk5)qWD@*$So#_^}P5%t1bZ0p<f<rVCX8MT&xpos4}~i@ZI{uQ>1C
zJ5XOMzW=FU2nvD*Ycsn&7=EAl4O3E2f^kGN;#AF_G35&_{S-6ZpRKBm@ZqaEs)KMX
zk%EzSlW$d~?L105RpBA%ssqH=>-rF!Fs=ytlu(4b-=>}t^#GVibRz7QRlV5$a6f<l
zefqX-fWcQCW!P|$H>BMqNQsRwvJg3N*(-$K*jRINcITQ{P9s<}%m=IZVA<I$)^#>~
z(eBP%5K3|vUaWx~6L23@9FF2*vpdzV)#<8oUm>6Xuy<9u!4QiL4T3**cjuc59tab)
zO|f}xp}}9P%zNLRze}Ovy&G&;1wlcSCs5%%pAztk1J^e#SkW<BBF5$MOADsmPB$+L
z8hW>$d$3mK3s0`)S%{qMmjvhc-_7qY%J0LD-KR5U4D#~M7gsCO(JXKxaO>me$?Bo4
z;B%G=7>O?)gOUiDXCP|e3fdS59nD%yKG}E8lo`7-Ud8S(lv_6^1axzV)bT!i3=9i6
z{@qhA1Knha&=h2wL=>4FXY(ssAl2=D--n+byCG9DUq8il(v?~AW_a-&nAK~r)vNI9
zATp{R&Ql35ZY)oneaZ20G#1-q=BRK{&c!7+#!k^42UVlmE01L#q<O|30Nt1+zRv*I
zA5P!DvvCg4+^k{}2Z;KlRI&t|t6WRJ-A734-ULrWWt_8E3pdC^`AgSMy|@o;+W4WS
zqob3x6LVskCRGD4cWaMeW?-^3c(eeL0~xYJ!Nqb2)6KP2LGC|-#vU}3R}SYN#;JEc
ze5?<c_|RWot+j0iV9lPaIN3Hj7=OaXY3B0eYVb~Xi91-(*WAZ6C$<MOp?MrO9viku
z5Lr6!Xee!n?oSZyHC{+!79Ts0RWjvy{SEcGc&OzSq8xgF#NA#xP$TRts6Kg}@(`&L
z-0_Zkg*Oh#%m+REXo_nWHn=0#N0h)RqB!@3S)UIx<M0{=(Nm^wf;MCy`0g2i?_lbP
zJO6`}#eBMT4n<7t!==&H1UH~@mD(ETFCp<oG|nh#t>>vcG?g>G@#lwIskab~gf=XS
zV2Giq*TM!(ui4A!b%78sXYNjdl-dnnIG!F6oEBznu@Y@!g3YQcDd(-8*)wJ}GmF|A
z#RBr@z4Qv_aWGlbs<hDlU>08UjHok3<Xxy2xIb<4HNJuUA$MPn$GkgpQSE$X%xqEu
zJ^|a05gq%qiI)8HQ9$EL{K6A}X2)1Mc_X7S(W1F_7Ith(%2bqaB$awE)E%kc6F4`F
zS$#U)zf-xpdv9EB3FBK&vjC$Z%HrBkL2&TvBzE`sU<2I)1*_F~)y>^m<5<3NbF)7L
zJ#pCr*<N3-0dPTci2(IADiynghMj$T2~7oW)WBLO#sLQGll|dpxT?1C_k=*TF;Q_*
ztgN%iX1_60uyx|^ZGW8A`*%tkX0J|AzgUQAw2)(3U}!cevN1nBvT!rpbI}_u?d32e
z=5GE#ecXUSe8~M`A+PZlir%=I7pAq0)x=En>wiNXwSfLA(ByiSXl&7Ed<y=iI4;pE
z2jhxu)O$ID756Gm&@?Zf>OY3gZX&SbYXd|kH?lgw(!gvhu#n?tpzG2IIDo*_Aj`3U
z#YRghazm`m&%>R(r9Vjaz_pOo2s(H~6mgfJd#*|-Tj=-*f4qpIY)?AN#ketrkRS2M
z;Gafit8rY&nW&n38%+6KkXJ&DU=6?-_pkLDw%MEHJO8AFYu9?*D;>BcSZ%Ew_(#Nb
z!y@&Z4Ng0vBnelpLF1o7>~JR`RxwMfjKfRzMq#&Hj<0vv9MMz}3Qk^6P0jVsiD=5j
zU*>rc2W+RGs<2-DDF?a^V&0!L)YWI!cu?j*^9HfkF?VZGlGE>*7p<aoSYq1pnO$M|
z=!UIhcKx*NLGltN0L+1A%5)_2;>NybwK;pzOd!2E)xHV%dRQxOBrzZ6Z6BSx5IUM3
zB$kAbg=hPg=&p4eLMk-Rd#3MdQ|_IQ@R0f6qLntV_N2_DJ9*&?={MDv^$H6q4E63l
z2BIA{MR0q^;{=*)_-%Yea#%gDvl#s0lB-BgEnWQB=557^K_u;4He+g+FSNoRO|b8~
zzcBCM4m?atw%kHPytb&?^t`p*LL<@=R^s=e!zZrx4i)yBDBE*iOQiMBiRn$Bw;S&E
zp6orerN7?9%W@<phF+w9f4RW@pET)<M}$c4B_v>s{jowQYQ#%>MXBFZ{$}#WbVkAA
z$s5moE>J%bIlP3fql_@fSN*w(RCHBURxG<)^f9$Au;RRE<TUqd?9w$#HN1AX@8SUc
zRL*hgkJiDNN2k+#&UYWTUp@<r`{QQj(&7>XzK&opwlIP#3?-;Xkj6CdqGgIv{=qW`
z3Y9E^lyYoxoGFJtMQopmKXY=Z%`m%ngjF^2`r~lJ)3vV5(Ppf_g8@$o$QjT=>tI}z
z*NLW<sn(6cB^hsC5#bBWqf6HAJonfxzEfY<GRHv!6oG5nl7wc&*<_^HB-+;X1hb*2
zx@`Do%1Zf`llaCBRJgkpXO71)FT8_2A6o(@?RyAQwCPFZ_&*!Aa`_82E}R62Dj{&8
z!Lu>rR&3vhqOz51-b{%bbFUKzcF=#4x^%TR<qjpmYV2^HiO538^UE$=9cV>d8haC@
z1-_)vC$sRweIPq-8G4+6Q(JNmZAS)KFc9)`zePyg*cdb~f3(*9b(~QpgKYLOL1~m&
zi)_-a=Ku#{-VSg`mp>74@)mVhZ)EMNu8ev<cb=y~hlTx~$Emxpn|Yy*HMzlne(kHK
zIc8+3YhX8*VV?3Y$Zw{ac!%=n_P<vi{XhPvqsF6%QB|np0f2X1<aZBtpD+M;Kn|P(
zQ`gKf^q2oBW1{;z_+OhOE4LSx<mnUJ0u=C#<BO50MdHVIBKDugQvSrw3t+;5hVNPX
z*TwlLi;MV6<y+jST*oQ%(H_}ZBg@+8Wx<I%@+G^fm{^JFmSfjZz#DRk(tK!abfks*
zR)&*~a`lz4j498#K_O1(N{{^s_eMh=Y9<O&$Pg?B^$QGC$3_b&oM9|35}R8=7fQ6u
zY++6>&hq1l7<n0R_r~p!nyKVlkDxc``Q)tmzx*UOcKBIKr))BqsU8>Cwf<aae{oQK
zSFWQ0WRi)#P0B<re1nu#ZR4%o?UBW8OGqZwptdY~NwL=U=kQE#=snYz#|r(VJmKhJ
z%#Cs&>KL^Xj_1Hu1_EY|stS%`YA-7*D{y`3g%VCu`p<rdO)f{TdVb<$lXbor|M3zC
zM9wZC0F>5%kH)h`<VgtALOoySRA%>mQrEW#pvYf~x(A!6Kq|s;MzNCvh9mXXIf!8d
zxWfK0-Qx0xKI^O}hyhQ~w3AfO2aT+0dO`o8AN}SkAVf8}#i#viF`^T7W$#0>F;C><
zii+2HJX&_w>am;r(H~Dr3Per;23vqVV$O%9@w;pjI0~xexG?){dB(mrj&>_|R_i05
z8%4ZW4v)+VxX!P)v7k)wF#5aW8Nka*b@FX7iLNZlwcv@TDbUdK;#cl`6EE4_coz7G
zee{$KAi^b&9!|q1Q7t|Xn+zK;c$I=iRO?L|&60Z^zvg}-=a|oI0V-fg3o3}41JyRq
zsHkkaI4ca&Np-*TWSMq5T;AL4_^F}Q1av?8+><<Bg{(le-EkMY&GuH2ZLvIlTD3AY
z+(`X#%BJ<jk9=*=73!-ISqasj=<+cOkx9_^h`|i0Kl%{sz~=onK{N08d6VD1AEN()
z`W?^oOS+K+zP)X10US&a`vHH3cPg0N!Z2jege@dK>$?8cfzxD{I?+BVR-%^mpc8wf
z?Y&SLyes|&@JO{z?=;Ze)L3{yy>AJeqXr<cna0nP-VH+zr=4IU;B8><EHDW)aoWVF
zf$+pzC96QXp68E^v%H-=Y(azMsz^2M1N9qEwr;<%uWSSy`8)Su!zbHCg&XX#+bg)=
z(>myYO;hBRb;sK(!gaSyFF&SbiodMLIY>R|P6X!kO^%S|Vz>eTYXN9<_HvZO7SD9k
z%3q#u`~cY3Ql*VaMVl_I`Cm`;quNWz)c)-)S(tjI#+k!j4q^f#$pRlY6tG78>~)`v
zu5cmA>A=1podVVCV)59a4JoFcBa7zT?T1)@p;lE&#=A>r9;=GG8w1*D;~QN6hVYMI
zfU6Mh<E_;2l@(6ji$&Up6*Ie4cTIW##Z`^v?aqjoyVMWg-w&YZEEXX%d$taoF;yUm
zplX22DROor6O)5OX_z@Z(9IL&Gu03|kR}*UkW6ADDzH>6Dl+wx#ABe7SWNf|xN9Yq
z0J9kuFi{1JD?ke%2XhL5SsN8Vx@3S2CNd8J<wZ6Upj!eHoCO_XG;&GQ5J*_0*+VWP
zA7cK)GhE265P)dDxW}=@ErP$4;F-07oZPch8fR>@Nzr)iTEPeU^&&cn67)$Sg>*j?
z?HfUax2=BlGox%#70xX4bkX5|<NdWG?5Nbsez76`nTf^DKj7LQmHJN)mFnOB{6|oR
z2!#Ge^p>2Cto?JSbkah13SNY?o!$SZIyySYh-DJiG%nJ#R{u^9bz{tqs6J{D8pu^E
zLS#S>f^ia9ff}4b$Jm_YFz>lRolsRnxmbm>Q(8b*hQ}`+$x69b_v1bxT@@+*#f3aF
zx6LoxE3?0Q@efNGCQ(e>>fxX4C|RrXPGi4o-f8k*Mm{jJDQJLQu(Fq|>{k=-v%j3l
ze_2)wEz=N4ubkT0DXQf@fTcokdRkA~Ar}b>&pg0yQMwsk9Y|qTk4{8t_Or8&4rF;r
z6C||uL)Fwk#CCD6O1H^GZ?dN(ccU7E+`#J<=${CpGJ%AzG9m0>yWr3tt#7xTMz)V{
z`c_>Q`;*YMZr&xj6QfQ2-`IQasHWa^T{Nh45k&z(AV}}Mh#&!x-kV5`fQW!pQ96;T
zQba&{iGYAe2~tH$q<87Pgb<Jp0V#nL@BFR3*V=onz3;i>jJy9hV;uj;m?VM8%$IMz
z-}gT6^FEJ?q>WmJNj#;tVs8dcq1Au3p-?GA$3v!MVWHG^=3~mq;$C4|rt%;#Os<*=
zlY}5C_<VUwZaL|fQYTDh0)wn4HepGCaE2hSm`tO50%YOFSOShAlX#B!hIDxoOxtpm
zP7NAXUJJjbBmVf!lv_K<wo(K0$-Tjcp0kCjM;0J&V~t>u%p_jykBohbyJ5xf_L#|&
z_1FedC%1>C|JqaWM!yd}-DLXS7T*o=Vv=>G&`wg^nI0lmq6+i5_I(=9Z_o?4?x#Xr
zpPb#NBgnL(QB^ZBr>4>EKAmXP&Y^VJxYlTfiZY%@?GRDrhJ_t#5kD5-SeC8JxjR}{
zvAN%RJoFwm&i-f;ZR5nZQ$CHMSO#(P-i6PL(*b&#p^~HdQ%b@mbDOil7{NO=u|i-6
zv+OJL9I8ukQ;2t%y!(+4bHChwLOAKnW$JwR%ys%rC;oPoPuw@RQagRcjXBf677Jpn
z`1UsJF^Y+IhNThDCMie~q?^~1+&z~{5Z<8k>$uGvb=X^rU~s+c@`4EiK<a>cRKg1f
z%3(i5CwPwbII{*fR%!*<TE}79GG)pIQd%{d8(N|AE-M-_T5*@D=R4l2Fy>(LbRzQ?
z%PqxC;cbgdosU_{X=;{<ISPV0w#>pn?S6Lhbo=eIW45}laA0pXUP<it_gqOv%*!PK
zMfL7<i#`3&hd|g<YN1DM)SV%^?s!myJ-_}IUL+jH{3@{N*F}J0{m9I8oA`|czpo_!
zDn&`^=jLu;sNCbjFP19>+NhaM)w7~GJi^l~7=c$I^^q>%j)XRo7UbS62R(>%3p!Vp
zg<+YlzrrB@Y0ZWFfp715#?zT)FpeM9ZOiwVRdFM8UO`chnUBBQz5lib+405D+GV$W
z>rNOw><PQ+^8Fk@A}Ffj%Zp!>&tlW{26&=|Al$|Mq@fEw<e@(a{6P2ZFO1k5rt+l)
z0|hY}VVeg%ef2K}0?WQQD{-8^SPG+-T{DiR2P-_&Obu;3g*&G&-%5zY)`Ubs-Bk;l
zd?QG<yJ_z3D+yh03De2PsbRX}k&_Q04KOEo#l__&i;mn&xGe0m4!QOYIc5^mL;;_!
zOVx10T&w@%IP{lnhB)sn=;%)9V_*!`gZ-9f2)y~hkmzM$1cUk~(JhTg={f5%ldicQ
ze38cUw%iZSY&6}{=rb9CZ<Sg4eqYwH^0BA6F6m?69VD>tor4Za_)_ZqeD3cCc5hqY
zRkmQ)n}kdJ{knW&6E6Ed?aaz1cPn+NzwqLG1ea8b52!~dFv)G_Ga&)EQ{A6@i^Uap
zDRWV^wcQX9)rHaOi{w5$KOUu)?b|bC46R_?TY0`_O3Pw4Pk7a-hoFlX5*}&$SWr+k
zBbV&9H@P6j_;<YyAlUz#UI#KSlW?9`eW*Cdd>p@TYO7&#M`h0Tdv`%M4;3x_!_EF9
zQ#(H<{%tP8Z;(a^V&v@OeRnI-%?%_`h<_Im{y;uLhRIHKYzNq8A$4u<1Y__L!Is#e
z4rJsad#vF&SF+{kQ}^w?9o;Y`Q|k|}8~JUk+~>=OBjQ#r--+nVg<v(qM1Uw1S34)l
zdS!UQATjmWoc|fv=>pzj*a$&wVt#eBdqttb^mXCelF0Yq+sXH<TZqhXwTgVCvJ%i7
z0QjOiqw&$zSiS_m<zlr6#rkQ{*8n`7!(oc+C|GRyhP$(`sE=#M0!-Ji!nr%|1Cx3<
z7Bv=!`>)n`WW6MN>2&KB%k^9A!a^+ZG}XQveLL(8^%RfO*<`%^`z~EhuJV{_Mm$D5
zuQyBhL5~yEfP3ZgVl_Ui9`MyPMS{_&Yl&Y7UdzpUB<h`IcSSRts2_UTR{i)*i5_19
zw_lnMkQ;N4yglMrcLS<%u6yCh1UH<ua$12<4ooX~=UXVIMr)JGUt5V@lKQ-oCyn-b
zS=<+F@iL%{MTSGy4qlLL9^frUY>Szv@Tq%d3cf=F`7UMjeS+#~wv$EVz@4V4M(z_a
z*6-b~ziQ&eB9qG17l$Tl4_s<P*Gcc5AcpqnfN6V=bj6i5P<z>(+iX-kJc7r&n|(m>
zOON*Xf-Ac{waai;z<oR!7opLBMYYk%t!d+}YJ6P%qL|QEzAE1{u8wrLt>B~SL>GSN
zTf;Gv#F{BG&GcZNK62*h>D@dL#kb#j=TZVth`zOcaBcnT!#zg8#Yk!b*fF~&E#ENO
z>T#~Ff4iubIJFjE3FKofi%ftfwIeWL5Q;D&Q!U}UPE~30t%p0&r`1W<A8~}J{s{WZ
zMgE^za*&JW&xIzlwwzDlA91T`-PAApy(;~T3<S?KXb<Jx()a5LZ-5#TF=7{aXlkJ?
z@}>QTuJr2>3d{5*kYbYC5W#I3MkgOpyJ~ASoNVt4y4sz6s!y5-ak~HBc4%#YTu`Ts
z&HM<OfqRYz8o_&e{e?-5Hh|tb&jj&;#V<6T%huX5bR_p;LsJH46ko&qfrL3rZTiLJ
zmkJ1!I8G;65@>%3f)J>H`!oiTiPq+Qm4YX|CL+7fq*LA1JLU1UfJLg-0?^%ilmj+;
z*ItZLea6WmeC_iZ$5#_Kot8XltYvHGtWI|t!81Gv9!|PbUpJJ+7xq~wY&_YGADo~=
z@@)d6OW`d32u*B!O2_?r)`@v0Z(Rj@25rUH;|)d~7ZbD3L&s_-YMXazCjGQ{!+oEu
zsEs5>Qz-+4NzYJW!W}?2HrQ}HSkPxwT`t9o?@L41n8=O#xgW2Jw9emJUqToGVo?>b
z&9}>4sv(6+pn-zzegEry6YPcHh9Z&yD&Q!MpcuQnN4#joOeA~*`sD*5=y@nJY~5iP
zxwi^%3Av{h;MLtb`b!CMndB+aB`}H<3{|4zw=WqTp}{X7_PRHcO#pHosRogb7eh-c
z29(vqO37~rB20f)Coq03AbXv9gZW9XUpRj1`3yWBjNKKFMIK5%fu0;}0dr<^A&qbq
zwj7-Nc~e<nWGND!k&nMuMp;#3909-uG(-tp)IJI=-Zs6$A+s-9o-=xpn0RBTQ5pU<
z7HEThM_Gc1R?-DR2JhI?q=`5cPD-~~NbYpC`P*efAwac0@ncMGM|BAKGY6mTy4YGx
zL@ANplLx~gKd`(SQIs9@wM%$q^%2PeqDA0E&q1mDEi|w>$u+5GqA9g;dZ>V;S=l$*
zCpQC1nl$sDgz^j{YQPM0ntp{S06^-LpZA}B81CQw1?b$n!0PwvdAgD&nkd~N_oc~b
zGqrMoOG{$2`h(Z?z?T7tmyo4`*{E$W9YMTUO`5lPv1ms~kW(RsN${&5C`lve7gR02
zLnEHjWJ>#KsA9XN?9+a^;>hO;{0fTwpIvvFC%^ew<v!cz2VB}dWzC3_uKGt))Vxb&
z3e0=t-@4{%$Z*Sh+C!bYk)!t41ZrCxuQ{h>!cH-}em;H#H3tG3t^C(vIwyP6^~axw
zo1{OAw|TxfOPemY_n9>(wmVRbe4Eo*+Z9lFGSgy2ZDK}Fc@(&~ytqrXTkd3;m!ig9
zKylx6IQ$mp+0+o)C!0x(V>D;VH@AE1bnmr|VLR?sc&E>}E;>7(xH_^RiwKzwf)9DV
zfjk0)#%{EwGHeDS!*?@hFYDHpy|cSqkTfUyF%e72gLw;tgqM&S&-hSk|D?eWEt$XC
z>4jn!Wapds_#ldHAD0zWR-`aIpcyucy<Oxo-PN{P^&iM(#r2w<+k+RA4HYlkGm`GT
zLj<iHvQ7PR+NU=gYqH%J@5mgAD$jWOJm>yy&@FQ<NA`~GkxvF4(O`j%VT-iP)&1{%
zSM%gy9ry~e<;^BjwJTABUL(gYq9(!L4ksFAzqzc#bdRSb?5x%OT$dj>tNT7*k*e(B
zo{k{^`-Sj$buT1KjUbATdHA8(Vc&wyF4#^zwAo);uW=+8ocCmEO<s<PsqP><0^gHw
z=Ap^19&CsYA#jc>c`k`UmMOx{+d%!b`aB#}Q-fIQGQe*QlX`Bjzi-%q8s?6q*Z>p{
zOZY2)<BXA3Z#syJ_zRm6WCbdy>NFV$`ih9MVjO?T^mmo7wUZSW`%x$FzMCg}Ie&iL
zZO@ey40#NcdrWZT7?$VMoI!wTz-C{ftK26QpHBw84nHU}I1I>cJ=95(x*j^|4>=CU
zNn*07_73TpH@XAE?Z4)TR$QIQOD~NJ#BfB$v~v!)7(}|%yNHSe+KFQA6zMZ3x-_y<
zgc35e`L-7~=G<TGw!ApLO#nzP;qP7Lq;LhTta?xBR%>%s4iMhg4m7?bZ|fN*<RQK)
z^My{p$wOIPlILywqvx!~jSW-mi~7=}6)`s-bm`o?qnp^Rmwg`RvJYMMe61|*zh$zI
zdfj6k`}5o_qh$6bDoHl&+`iknYa#)B4PTQbi??mBH`e1g*205X;z=WKovpH>Zt*{!
zXvn%hivO79H|KcFeM|vh5J5EnA`rhviWJ@v!qxwmmyQqMC$6Ed3GE%=Qw~SS)(TQ0
zzk2VvyRg0xfVRmMo*Ik9WSn_$mB89e(Ftd?Ge9<d4@NNeQxIG0?TXT<$R}Y=e`5Uz
z+4q6m)X}`2lqL$(m>{5Wcb6AnPwp^nd^85_t5;{x(uFC{7rzK}Wc!KC1Ns*KWodbj
zb`i76Ek2}AkZ~6JDrSZP009|~5zExT$%IdR_G5cX4eu_d#F)Q0KSg86SPXrTK{&Z}
zt5N%bKz<YWI2{*X8Y~P{%*3xhxgb`;pzi6qEybPm(>!*dTQC2M6J@vxWz3ISbAwAh
zGr~C;kD;c_Z;GP|_YHJ}CmK0gKjB`fjPhtbcQ=^q)4s&$oWU((_`yNiDiJV-D;xfr
z$mRqzv2lEeA=w<+TANKhzY!0$YRn{^ZNv^L?T!L8*zIj?{!O<X<h0>3Dn?0h-_Zc)
z&byL~3+m8SdOWM~_$@W&%};Fy8?<GN`%^EqM=N0o8Lj(wOUzB*i)7WU?b@g>>FY58
zSEYM(NI<=}!kRCsvAS`_y{JWVryPJ0?!zEa7LAQ{m9?2?$L7(C3#{5a&!X<BraA<H
zDD)p7qJM)t!LeX$M6e(S%^2UzXIy9I^bSPoL3e}~3aeCRb98Zf!)AIwr$EQtY4{lD
z$y1WySn{yMQ{Gd3f{-$E`fT5@^K5VD>VDUr$taNJPaz7vj4nNmuk^TLT>@@Tj1Fy$
zWhEZq+?H&`(eN-C!*lCPH{3a9ZldB?9^ps(RQ9-2pY6IGw3Dc}u-R^llH)DHo9}k3
zv71@eT<y`#IiW8&_U{FpBx-FyE0312i>x+P06VYn6xI$e^Pk8WGyk-bt}ke$vxT1=
z2`<3Z0VT;01>8epbuZXeLQqk#1eT%!GiXgg$2C)E#?SGzcr}JI<k7p&3FUe}^Ro-9
z<lE52Rv({?TD;HH_Vc_KdLP!RN)my!sbk_H=*MYtTVOf?fOO^`v@x|xNou&KL0?*V
zM|jI{+7t~Ta6+jqI%nT2%6eX}TF6ew5P5gyDN=*H@Z^&8C{l!U87FK-%xk%2xslnC
z;59qAk{MlotA`8JWgXpvFRcC&!jg*2zv1>oWM{diHr^qc+$<ib37b6xQL0d$Ycb`C
z=y2eVgXfc)>DTG6c}w&j#EH|P7wb&2Yyn_yuF!8Ki7!6}xR$k-`GD8ciuj!AaxcyW
z>$9gfR(wzkXG|U2sr1^Qr9aHjR6FQ;aZcglrrQ!=oO1&$PvC=IeY{U9xkQw1qu~&3
zUk%y_yF!*rpPHAAc{g{*4bTyKDjqYm55?R$s!O{G*TQbxc8V#!IV(pzjG;6+SUGq5
zb9rbJX%J51h`WPL(7@J=L{9KS>s)!B%RhT*tIZx<OMCrJ8_g*VbSM1;@`Zlu7a?JN
z+mGNF%*&=c9e1BN>IVHLXJ?>y5+jh`(nRtG3NtSu0x-b9>wp0VWHL6-#fdbF&08dD
zY-`K8K1%aRu~s0d@`7*K0T?N{(C{AbXfXBigW)V|%e``5k2c+?7_C>!H<J%O!?1?p
zu^iXOWc1wtrrjrX$4@rUkd{touW-yDU@~~C_m)Vmk$bb2gNB#)!R1eRnf+P1h!OC}
z*KCn}W$?(ca7LScO>LEF3TX>9W_lzRlUL&U%`X1QSu`SmF22lBROCR!_!E1-B*>x%
zb>%n6!!VqK0_9d<r@cI=>Z8;wa~^c3-bR_5d+`oH3OWnc5KG|=OwuBV3!t}OD2EPF
zYM6%Vs&5`c<w6qGgNyNUq2qy`JG5f;_Qc3Da?)F_w0?Q8i?;pys$Kfk?(mNf!<$<#
z98gZAJP5ug)M{3=o00k~*};c!uQI*I=ZD<4k==?~3+oq<Z2H&rso!7#lzA1k7(aQu
z$lsi*8n?=DH1qY0hV*thRbg2h{cykMyzu#Vsw@}4YS2N?F3(dDj@v-2-z^4q<R%vD
z3EL%jXPifS`+YE7i`YVrvaKZ3Vz-%>6$__v-K}CyhPVhCHbSAwyef-lY>)ThhDC`%
zLA^9;4^k9tg=Vv}Pkp%Wuhnqdds5iqalvO>cX#)S7R^o3n>ST?mM$HwwJ)RE3Y>@^
zm7EJgl0ANd<neb=k5RUB`%sF|aadh()LgsOt9Dc*Gji5qHrvzFucR|2oXW=idDvUp
zp6`jxq2`oAx{hGW*nuY_5!oM+1Edi2F73cG5k0SQ7j4_kSr_%^?xd{d#M2N=BVN>^
zi*$2BW|Xe*XMvv#kFR8}w3H*33z-LrVUj-qgOn_a!u2t@$H!u~GnBiQ5<2#wZ%|ch
zZR~2xC!IO`h6gM)?tBmSo(sNMWunURip$L^vah`Kl?OxPc6Rx1<=zanZmtw3ZqAbH
zoC$Y@*KRq}3!0Y7*VF(2!2mI<o9$;jn;j*s{-RmP+OO5BP|sAr)0MCkd~RH%1`*#v
zjvUvr_OH!i9|#oNNKpej@qpWqA8(VqNlFCXi58k*z40bNuO!iT?}m!z*}`NCvb$Ov
ztBBo)PRbK!g?MSwwDM(K6dDhv4Zb^`H$t#}5=*P?(<UH(97oNdp?EL8YlVklzDTug
ztvx+`BpZ9=>!%p}q-XP|f3V!Mv|^LYw{;UAj|@<OA>U3z1_A#)xedzMT=UDA7YE<P
z#!z=8p&|q)B7$@^n7_86x)y23;2(AE^|px3?N{6UIet8j<36Mqx2@7;m(c`SZA<Wv
z1_SNb?nyHV-|Q8<_~3S0R+VyDK9W%x917$^HQ=|(a{hr-N90M}_s7e3P+H-Okm^{M
zN5)*?<{xjEivDEg_0m>UWyD+9%!E1_GJM=9E`GLvxkS~uk|H?P*(W*(UGS?<{svwB
z8DQ8AJLLjjhHcwTzz&mi2)@K9<O=2xe0Gckl%t#x)AR`^$8t#W;2`pe0k2*;Aa@l0
zR;nOZ1-f=MNgLovzaYLA7Zrg$$)Q<3_N{+yjiNh{Q17h^zL-se{gv9%s5TMmyqU|Y
z`WsZrQjygKJyU}Oe)_bWDu}VP_vVtn`F`cfwz_Hn%(1wO7uoQ3hWfjU4d>9rYeZQC
z0hd2lWd;8MYXfNK5Go+(jsV4-!d~de0!$ut(StJqvlhAgG4Vd*zHCGq4>^svQ7V6t
zBv4AaRnuIJj2-#{NW)df?^iw_8fOq*0az9(cMR7dA1^>BCElX!NluwS(5xf{{uMO;
zdMKL_>r9-983fyvLrOz2$?Q)p5vOddgg#;vLIkk>9lRnoEj&MqQojUSD}FclGKk?b
zst@T(;_;W7S_Z!alJN_+U*ly<70M$co%{VvtMvS)ah`3+>>5vI0ypkuh4~@!ioYF>
zO+rC?2c?v-tkFI4{)D1M`n9JnqweL&7*s?9QF7@Z8gjFHWk2P!ZU&*4@fz`}6?{w|
zu*z$N%#NX9o#kA!iaQ3Vb`tk&sdw?B&X>mqKNmG`I++B5{K8J&KUY4g!2N3FxL)aQ
z+F?bE&UzBTXC0f4F+H5u(B7uxuMM#kvAz9nEixrxjnMvT|ErB!+f)Is%#Pcg5XDp3
zpj->Q=_b={&+QXTR=jF>H(%~>MNq$@h;c&2v5m!Q_cqXiz<-{e7$FWh)|n($B3)y_
zarBfgn=SygajM$LwtxytE4h{&RhqkO5^tomE|NW739EI36C*s!fZcGyyCIl2dyTVx
zlkMnN_1>AVB$dJ77t-uBGf~Q#`7Y3(Fm10jnq{9w`mQoFs~oL9n`V<$ZT_{w-yq5o
zd;t^=!5R;pa{uLBSGf&6)Afda@a|<BDf=Sf>qS$Q9Zr9j3Nb{F6X+zyA!&SX2vj%*
zy*}#czgJN>PV4qk+sKDPKZMU0-~_n_g5Thv%tU15*iLBNDsm}vHY)Z>uEJ>8xdX*m
z!D&Cq+ghawHjD~~L(QQ%Q@`S|H!yOwSovl0`Z(Vn(uC`#`(C-9J2TS{RVT`7L9%zp
z+_}`0Cz|NJ9cpaE^5ZPV-=JuM?vrG#56wB_C7ym)c3B0f93#3`=Zn9{u6g~mH!x#l
z+TjU-$FqUs3Ny_H>?wuJMRrrRN41OR+$u6prDuhIMUZGTVUA#+Tu<%dBY}77D&ZM<
z`%~bd)4PO+kMu~4$MkPo?gVq;o)`6g!ofS4jNjY#dtU6nGtd%tGp;&2S316+;e00H
z7BOF0VH3sC6u8KpNl`Ug_HNE)GICc^t&tbb#=@giciZd3yAKoIm+TE>*m?H&?3dOk
zF~UD<_75WBh5Y<nr(U@5qJmobC%}J!{<1f7Y7rdsg2X=Sjm>sqQ9vIlX5y?D${pGT
zrraZ43+8$29!gO^NzfIa+Xbq3=!7Q^xa`L-!==ynRVU82G*l3h>4hFV(69!yTZ(&e
z@GO(AwXd0n>=@tVy}tL>_{m&Vz(eA5FrXOv4>KMz!gpA!BX<<UbwRX1!5Lc{20Lk)
zcma9Gc)UiqViFV$V6rqbuXeeo@_ZpX&7UcVjBdZONHq1!=}qeRN4Qspkt_aw24gY@
zns>YAZNWYB5AiWXKwLar9%uJUlb9ikylh+4IYrQXE<%YPww{}7h2zhv=-XaGtUmp3
zI_~^$Il_$mpG_E{*%wbhR<E@~W_7=t5+Jy&;;bwUN73>D9^Q$RE}F9AgNHlzxvJz3
zy!zT>j%NkVpSt1}fJm4{{Mf>_DLqe+3kSdcM#Wo@I*6%lzIT{9>CEDJwtV1RL8*G6
z2OwmxcATGftHUBm;*zQJ#xg-uFY7B-<GSI&Q^#rQAQ&%_7RY+jA+=K-K|LA;Xn(?u
zVg-|v!1)b|i96n&;0!NocCxrj9WlgVVj}RHxe#iIQ*ZwM(}Vh0g70O-aqalsTRUoT
zQZsX_k(O-Ck6oyED9jyd&&bt5j8V(5i~g{#T#oTz{^e$6b_>mk4?#ht)=~7=MzjEz
zwBI1*4+je6e|@TD;z#6Cf}O;etl|(u=pbvHRac61nm(;@x@v&O4Y=5i5~>&{%HqtC
z%IoCWs|nwokL`#J%1rY%vo0Lx_EXabrr)m*FX+A1WNQw4?!8ORNQ@g%0e9!7;ID<w
z!I@-JzBc26mT$!Ns@(rJrCoiKj3nr}C>@rK;W?urIuetROG&f*FJ*(oUxRC$b`WoB
zb?+uyKY5V{H;gt{OsR14Dq2E-8)?3*uy?7;;sN(4PSC|mpub|Fp#1j!e$a6|PW&Sd
zx^${rx+89Gy_IuYH>H;Oi-;6gQ~*tfEqj=GVoCtN7pL>#-53zy0EwQ4)$<dtLJ4K-
zfb3NU)GD+CiZ$GuokDx=@B-ahB*kIVHY<)OnbCzIVxhCwuY1F{1BBT>9#jWJh38Cz
z9vy>#;*N|FW&dwbonPB;5C_4Tm>KMbokG9gqI_MOE;>mb(DI|2$3jw9hK^sIq2p~f
z+Q6$rP?oR&$MG@mbWxv2*8#X;oo@n353!X5T$Kq441^yEnEO6Plp`QmE|;F^#Hdf!
zd7_L5&!S1UCNw+WEBL5uiP1-E^Y+w{%YQ_Ve^`0_r-<_3zV_en000&z0A;mmvcS+r
zxBw}6m`8^<3heY1Ar9>LpO>tM>_vkQAZ@VNL+1fxmF6}u2|W|Qmx3LOa5)^4q`u?v
znN24AJuFlF0aD^7#&cQih}?kgkw1{G<M)wwzj>oyRqo4H7^aRG)KxRG%XfR%n!#1M
z=>yN0Nz}D6#()?_o2EJ6@mR@ul4WyfS{b%sHc1$)qKdd7-uuZxqGnarc_Fa+Fjrz<
zSgucc-keQlyksG$%0hSH?VRkv3kanzV%qaKaopoRE#gvZkw!O#bu8W_cK4o?4(?14
z@lE+0sV(;g&acD@SHG;jV#hOCu9ZalU^teFhn;PYtjI~J#K|1Iz;jL+V7oP66u*Qn
z(aju0N@J>lrcUXy5N6drndQUaH$_u!b*TAavuA2_9pavV(V$6*g$7wlN;DPVmB_BH
ztsYdo>H<$gvB8$$B_&WBT-s9kxLl~W*qQnm<7>&S<A8=)`bXYjGvC`1Vmu(us9DGF
zepRyY$fHK<mlC5cVQW1=2h2z|_y;mCP<ZW&lKkC|4QPKP_c2>S*T5XDy8S+lY(6sc
z1V1+QGwT;5_esmS&@qnNjgfXZL%XJQx=&|G+EhkCo{a+6fQH~s96u1JP8(y+P#s{_
z-DQb;YVlly{TWp2{5f8rqX)m>dvDc4KO5`PwVT}(bE)V5Y4;rS!u?JDx;=(fGQ=T=
zq~ENp4UsDUOAgAJBB%I!>SW!QGGletNG*(Nt@&SG$e>H%<p7w%po#HG_Shyc?!&fA
z_op7<>JjUi7Exj!qcO%`lZ4keY-3eL%6j={uWxsaQXA>M&GPfsp9CO1$gE)-vzuS>
zIv-%%tC+N=-}t7-e!;9thrXp1+Wg*PpoQtf?r9EC_ToOF@;}P#yenB~n8K6kYIRD`
zBGACw!F5T9W3x$;ynh0gT6|I5ATK7gws{FW9f3i<mA#hMai10)OMP9Y-YPO?^j){e
z{R@uVkYMHShWi$~&DSvP*Rq<m>-3@QlKVxN$o8=!lo@<ADC9(`9}RAU(FC(#oe&X9
z{8z4M1oyu|akvk*gE%aycD+FC*Fco#n&o1I*GtCYxC$5_C3JbG_kE42Lf9FYBsY4#
zXlpSe7DFD3a$}BD++mJBnHDj=HIHh)Jr`yB!eHH#<vCdG-B;OrR~xhvab(Mw%S}&H
z>ANXh^n7LJ2fuhnJ98vl1XE1}`{KbvQ?DV9=x2r7nGsj8*(Y09`V8%P{HUgP8*liZ
zNk#0K*T84M$8V=T($PnV<^Q4=_Y;wu9x_?<jX~K-Lx-O;{z7dQ(h>|%;s=mNP%XBJ
zyNg|L`5@hcpAbG}fX~&cAX}Q@(2Ofy7ARY~z*IfjntGojI>3wzoPX;CF-}k6FW(NQ
zCrH{a0o$~h^0z5PMLiBC22#4x(rl@Z9W39hB<cGeT2zPk3!nj&p4z=}!qgkwn)DCW
zvmM<|*Zh?H7G1xeyKOCQxFNg{K?pac=z2C$lWF%&1w1RqqbVG9{hay3UOoy6om~*<
zI?b6$B|&Z3^OC=&UWi+#RbfSfJqyhg^D~|+6dn=J-bn>rDz5c)5E#p5bNx7#vAi;q
zDoy=5-sa-G>(d6mP`l7qKN(Sks|MRP;7T0v;)U#hOqWZg)81aH$^?rq!GIoKI4oEa
z8=7|sfw9$qUAIy36JfYlH+gT3v*~6IiX)zH?1$OZ#F=N8VPxQUe%<|w*ynGx5{&B|
zls_nIV(jeq4Ua2v^4PI^-x?F3HB+@t8cfHm!M)FTk}#{5tWy09C%iqF5Bwn9mT3P*
z=s~}sBB^-81Y;oHjV#f4=3!;2s!rS#M94q?3Fyv@AI$0ERdLgnQ4j2!FMs|(X3_hG
zTL`rDutIVc`N8m_Ae7EUX#R=|2y(LHc8VO48Da>2jLRbr|B12O_b9Tvug*g)_EB6U
zeU0X2HC&wnS@_!i?c(*N*X~;5LJ2Aq<X+hRwH(*x8^1x)o59|ZUO1cjbE^S&#eRc$
z$zfTByUGs4icm&>6o#@b1zZ1eRW*c;An()4)1ouq&Y)E!+Pw-i0Fb@5LD(!Kg&^n{
zhzs)UD(s*DK!Og`LkY%qxe%^`*YKJw7XWXSM&HuyeA>;|Ml__Oy0w4|P~6(!#lc?!
z#HLPg4T?yOJT(Ry1W&mVa1IHxo}@?=;nN1N{w6|^*DRRNieHgjLbeDAp8z+duph9s
z32_1ijF5pF#9lqtCgu^i_k-FNg(nZ4hRbBKrgz1}SdS-79-88(+ge59^xnMRNXSYO
zK7Je{Jk?({>;L4dsi)oAnvG-E*RtIv$?IP`Z<UIfO{O95qm~(gxy%mq0innVfx}k~
z_Cao<_j}~0pI=vz`aU>eX>cJiiDHE(u*7sQsFQKZDo#kf&2<BQC-tW}_BrNFyMCAV
z3}S1~S{nPT8~KGEXlGj(B&K~Vep7SE@AM;wtD12qovkeI%eYV_cu{t34ehsc%bryb
z+Z{9b_4+|ef6xl1NO^a_;!smPcm;PqeveuvbR>FzPtwS^V>ohl>v2m^?a2cICAN4Q
zidVxGJ!$v%#Ir7(4SgD7qe1Rz(CVLRxa~qC;aEdBrN6^Zlr=67sG{fw&{8rP3C46t
ztT9~0_eKY_P8SylvcvAJSColgvM*_@9Uu(RD(@HE?rI&2Oc6k?+=m6Z6DL_;CvtVO
zM&1JnoClE&lR+<qE`sTlfO;SLN33}GVMA?fJlIHT(DP}uHlc*eX)!S&13P^|fIk}p
z!t7cJPjsSFTull^Gq6gExn}*|<6p*;d?K22hXBKdR(9HBK4M<&4q5H`A=P#kq_L*y
zt8P#Ug)&z2mTImfx8QNNtjW|;_YNQyqV4`+eUW?gJzM2y1&<T|6p=yW0+7X=<~NBS
zS;f?gWWuHr&)WC5q_UC_ceC@)WPqu}e+nL&=x+6#ZC^I;Fn0S!`TEGhM2FpWRpler
zV5{4Repz@oVW#w$!;@?)HCGw;MYj34<WZZo=xv5a(Th$BmQL@M6!TWi=st(K4|pex
z%nApKUm7WfxbUqIhPWa7$<kf+xeRgK8uXfdIol@|EpQ%qx~Zl4c)`oQ_6r<<a9Odj
z-RUXIY4d*LF=(X8_>+x)GMe#_m2RS)Ia$BqqDU-95wptRWyt(&e=fyHXRynsP$1#0
zDNJdNMzvpoa^7N4gFU{CCmowT4KcIWb7EXt_J2laVl(MBcILcg$sez<NRyPm%KFCr
zM;0v51(`F{2|Evj?K>^vZfS}2@!}%EvJTe+;LXf_07c23i#S7g1Xi<z*Fjrh7lN-;
zVVPek-SGH6NQYmr9Z<8e)hef=;|5VM^9a3U^zo9?hSUvupOdsmG<)0e((NFKL}M&s
z;>L0AU|x=MTsi`d32)jS6Uckjraxx2QF^2~>&5@Np~Ac4x~qS~EWGK|p{#}4vk@jY
zR0w(Kc`Dy%h^Jco4O+k3GKv5i-5)+S#VcEV;!OOsxZ($vK-3DO`d|wsXWR$kmtiXb
zalq1^L>TJXn|*a`hC9Nb;%*PcD~T2tzm^%)>u~RB3TF<#wS4bjMvOxV)cU2`>y806
zSBpP@JqQqsfd8WZm$W$?AfGVe_tgVxagU?48|rqC7GR0T0Typr>aNlm(i-H*U*~1?
z?>pA%J5GXz;phQ}7-Kx}m%~}VK`HEz-=HLc|Newdq!M67%Y+63ERErRiAl{^`C|=Y
zev|ONXIqQF#G(1{wr|c|+N{{r=9;vVE0t1ROe~Ka9_javu^p%&W?2OgP_cd&bUsGE
zIS8J!pK!zBSKlxqHqJDrYE|DQ=*XRP)6RWA2;BnT_eB4w$Kp-W=lDt)UjH;szBY2Z
z|0?FIg}KPBo}MAu4H*k}9anGf)Pd7rKCwcYN`(5Xu}kqxvG34#afZ+?c#Zt4=aw?-
z1hKOk9lT>hRjPvh`xo}97RIEr5=1q`5rBtobb;v!w#=R2HzRyG0gh}X_7AH>s>+gu
z?;Q+`q^c;@-87Sg$Qg`E!1SIV=xN*E3!0f<^_a6ES}5%o$aOy~49~V_<aN1K{Nh`=
zwGPqu5K!1>+=C~Q!<3OVYaOD782N5@<C>MEWm?^^f{k|q{ZeW-<J>u_`YgL)>6a#m
z<Q7ALn%fOn=sjElf2Sh*<#?A0)}8ZuJD!aFNmgc&IeAsuEIp=uQJjulKYY&8(>1c$
zQ;s0I*rC`;OVPmTCVhFqgIT6JqGv_gnBCOvp>XiU9px**;=@gJAk#b9H+NT{r*3}Y
zL(<M)7qy`3pcjY-`7uW&rbaQ5FErPtx83#hU6zFv`}FGwi)DZ&NcDSRz!Q!}a$k9A
zejP$pbMh$4$hE%1i|vbl`PjS|`)j2~d7HvVc1`@t@NE<}3&U4$zYJ#ENV0)G(74H<
zruf|{QqrC+i>fcYBV3}LpQ34gj?Sc((jd9oc@`IvvsAS`nk&!FEYNjao7G(N!X4H=
z1D6H-PFk+Q+GLj$_hMMfZio|%7R`&$(Yn`fu&@B?72zQ?`Bx^9cQ>Qc3O8o?GF%E=
zm^NG-9T`+FNXD128GkZUKmWl9#28xt9c@ly{P7!y1*7wkv|d}q?c!NL?Br347Vy!w
zl!JxW5VOh4!N3NNM7x!Hb8Nn-*q;LK(Ei!RCOlsy#8KtPo$*UYhoWAnE1_(Frxqg0
zLx~+@trk!;FQv>lE3eJ1ps8s>Qwa%Uxo}ylOwuU3q)%oc%Zj5;?REQT*GOq>Y|5=(
z1>On%&k%sB=HLm4HDaqmC9U0VM=C!~KyzkBb!nIvQ!;&lmxdFt_ns<F?d}8=x1l2K
zF5u)pXrobN(>D|YR(=&HX}Ubl)FYqY?Z^dvKTo4bmTZ@1qo8bi<f@e5*KnlF;|)Jv
zblAT(X0}{@?WF!bVU8g34dB4rm0<t!WTk`$8{=Hi$k<ToaV5It^nNS5Pl8;I1L00T
z6&(2sZW5^avcuIw<$_g-Q6vR_HKUYZMSE~e&2Wdhw=)+{VUTCI#>MhYW`FP^VnIi^
ze?ThmR+hp#zF^N^vEyksk4bT~tC7d9l!e7^*_h$lX2ROrsbd>reyw&?l|Q%f!u46D
zr9=Uau)^myA#_2AFhCR&#VmWuoz*opX~$Fx3Gs`a%RAIEOaZuAFdAZUe$%Fn=&RVK
zEazzqA@GM#ds5s@!$CgO@+^U#4tEpi#lN~Fm+;IUt)BYx#Aw=6+~a}FSU|w+S0lzN
zx@-dMr-0bxs`^dNi@6{~UV(<pavu4kgzjp#t`@PHFV`~~46N%L2pE6T^$N%nLk88`
zB8l3|S)EP~X{xf;E?oBKe4CF{4V4CzYPW04H84<|Vo7_UY<o>Yk=-s+k0Fn$kg$|^
zzEtH}G$6SMQSt%M4!SGLls$96OwykjdK%JDdM1fCuO}QC;@2%YSH99bNN{KUd<Jx;
z5oMP>8Go|q^p`$#^;x{M<$D;tb+q8?ywth2t%}!~oez+}St-{3xR3~)iG-XSJn|f{
zD8^BesMq#Qt(#(?9H<$b$9M3eh=<s2&!Kt3iP{~hN0^GSQKWN9%6BKui1}x_cIC><
z?fiazzm(52V_E`CvLekm@t+z=Qf^qKDKxarlRTIW+hoUxHHRmHZmwnYxa>N0T})P{
z_<0B-H*R}*3!#%Ab4KHfq59Nm$$fCqPOO5ftkfd;{m0$8iMjyhF2nF#YCy~mj?-*{
zdfcn@2-5AT6cc@9AKqhlfsL-mr#viIh5G>DhHQ)OH@2qvAYX}c?|Y;-eLU7HkwYEt
ztUN?Fzw5cPb)pmV>)FN3Xx?A?mM5BX*jH}?a`nMZuaZ(AtEr`{pWRk=7QjDf2~@aW
zUtI>5AeR}{-XUjB_#_OyUOXi{vqLT!PWxe|;=~+D6Qj%6!8hE#XOW+8xNOy3@9%kV
zY2X^zcrbKt#LiavT7J$d-%vvrutsM5xFjRcM&E+iokWEUWsuI1`eF2>3!TIQ`^E?R
zY`s;sI_SHVrYEUXtz5i!PDKKlxIrP3fK`{T1h$Zo#<hn4l^xu_wRzC7ys0pF1e=WQ
zeG;nrmt208UpJhU;4sx>kG7TZf2BL|NSiZxCv{&*fZO~aLyRZxW#r{X9|^LhY>RMM
z`?b(9*ddVNuWA|s{Kps~F2CtELHbpRyxiiqU1Sf@RAj#&;8>KP^9-_#bOgWt`$`?I
ze2*AMx=K*Rsbi;%hFflSiHad)DI3B^9%~a`4?HOrWqCxNq22a{{Vdsz5$_WE1IZF9
zLQolP(p?fJD|bmf^Rd28H!mS`RisL>(sEI@J=)GJ$va}$Vk3$XWhzuGa=Tsb)M7C>
zl{R6&Mmk{4C@!Q7;XAfEVeN+6hmZku+JDY=LPqcmB%ln$6nc3plxwo(rgc2mlu_MV
zs<NmK(~L(J3qR}M?M66+7x423AVz3}lPTM41jfxB7N&|%!D=0LQjaroFBMTV-*%O*
z-7XAaKkKc?2?xC5{0Zqml>VD!z3>YCti`b|_M}@DNTriCa%7;)Dq-aPf)ch|^eJMD
z0X^$g0wR<bBtZ0t^)ks@Pwq!Vsrv@b@CC&5f4S26aIIgKXjxI(3m<|2n=dEuEM=R#
zp{L){+=A-0oT`o9;}tK(1ny@S|AreVDd5FIhdKBg-p+P^KZ{4C2L!FRbi^noc__8y
zMkG(Ol3uSPvV-|GPJX^P1y^fsP-ftjE$*@{5Vu06h=zS3fMpNy(>jtyNzLz*AyWfp
zuHTF`q{e`|w$7VNk&Guwt*56fFUwWTkaEugh#dct10q8ODl+G#qjLa_XcX2|Nw2Z{
z;%>yJ)n0jiSil__o&Hp9-eQzrqp~hBU76k=kA{EW`VBgdYdhJ_Y$=qTuN3il6Z*aW
z3eS_zeLAbQdaqo%9$>PQPu~OpU(=ZJ!aywAype2ZFWLCZ96!WAAi4D6(dkR&d}Ppi
z`Mv@pYh{#z{F5C7;e3CulEpyf^=t#7_nfPi#lppIr8_SCQ>Cx~9B|Re$29vdn$gH>
zR>Ajy8fc`W8LXO}1I-`3U0R&(^oxO-MeixiIa-RIo-PF}jEU3*uHldJv|EJG<+v_9
ztHT(i@M)eOp|;c{P?H1svdz&g$BRq(6`6pXO?Bk{(Cy;aIW7V^QuW`)s;YDsCO3~8
z8(mLcjFW<7#Ao=AUrp_rETUTdUgQl)+19-1DQMukZ+dzzggo?B=n%MaG9J5UQnO#&
zF_->)!DqazZZh%Q(;X+uo4pS&{y?^;&=hA&(zG8k#WaC0*{}EKEFh(m-zYsE{6!;9
z&tc^qsBFDZG38ET0_wxfzYbIYju7bYkI#Wo#MBh~XP;e7MQaPQ4P{0f+Pc|XEoTxQ
zf_NtS2*45${xR4;0!_a?RN}AGwxqdC|GKay=n>^lrbp*P#BQe?7{2!&DTD@sNRLBh
z2&zpu<UXLm!oat<w;W=%d%$C#s#Wwp-QhcFCCG?gMHqjMm>kNWjg>z3#qzh`D4Yo?
zblKuv--?~9bIU3m@~YO^r2oK3SckPrA|D4R-zEgs?Z0~cbfD!jE_B3IUOnyP8H!>s
zr!J7~+i8UYIkylh*y70ZzxK!dYrovTJm;XtKu%daAv<tVtks!Ai}OGCM*rh{;NPSF
zhnKegz3%__`v3pbQKHG%`ST_R%fz<Kjf5&!KRLfER)a}OC5v(oP~3^Nuazv8x=Qgp
zf2|X<@)STzrMyMj#g(SEW$GrNiU7;>b4J1K+|DlKH<k4Z6vxynx-KLjm*AK80~kJ4
zj$_1vpc#rAA(?Isgd;$1nujz3Kja2VZm1pzZuN-^w90Qsnxeo{E(?95U--S3W4eth
zbv&{eIe5c+E0Yu^fROacq5lbcbqan4`FP27%&rZ-AWqWyG0HX0Ir{X&MB!DG<^?yU
z*b_UW4~mzvnR?5C+^krOz~}SR9q6ajd-wMn;D2>Q#KWE<UXo;S3uxOb!SqU=0eOZp
z<xVoWCN^b#r74aFd-_PRWeS!CcKR7J3uR$C*6{^}?IGyRA6u(mzxmJ0HY^=}`!)+u
z==fmDNhE-cRTF0#K(~|?KGSu7c_NK;#*jjE103bIZ{Stkenn2y;31dV6Enm;Fv-I6
zQFYRCA#YLb<)IrRb{G9kFXha6?*3(KTBeyWGl1@=@m<ExLd!A<LunA_p&9E|2pJ~i
zzJfu+vUTJPU!K&3gW-e>&IHlbl3i_)plolb@rZf|1(=@3*r=#1q32mJhA{ylVj$-6
zECjkSBF_8aFKM@*|E1CNUv8Ygz3&C^%6t)5+>n==^z(5V&)mzQE>lJ`J>Y&}r9`Q`
zOUmfp>mCb17T)T5n1O7lX|SxH&PUfyH>TW1mw8ff1@h6*tby(uo^M#&m1=2*-N#}5
zlAF2##R^A*szBbJjMsn-C;0sa!8m_|FeyYDW2hvlWSHcPgC*jV&Qu?lz|Q^c>n2cP
zhqm+ZhE`jX@~n_(kD8#bt7`1%hG;Ufp|iFvz9r_8S?X>TLq_~&Sh&EmhL<e2x(q7>
z$1TcJSB=_A1myPSahK#U+xLTnOghHm0>nMc&gO#Z=M4YyGTngF{9V@O|Id-}bOi4m
zd>uEmuVy|h-bCiY_a%RNPU)Ft=WPv>r5?jf$HZafRiO_RT5~_h0To}H^m#V7G2fzX
zxa0aQ$Jbj<52hVIsp}ZGBw1LM`nr(#e*yHVe;K0puz$IOV0YhJMErfo&ZY=@9Bx1v
zSda+Ztt$ybhSSby{w_!~11_DQ`Xx<kRNS$iX|h@`i7AJrU+dFbJjgVf|3=kqOv3Ot
z0R)UZGM>iuz3u33sCEZI%|f<oh}}*|Dy1U7tVa8}`{6DyI?p-&`$D8N26|O(2}$YJ
zBH0jD;V@h#=9$ZL(@MSWO`#C=5(6`6O5ZYbGNA|;tJyLvn@&CnFKHF6?a<R=P?LK9
zoL7rmNNXv=RA&3sPrh9zvxM2)PTt~hGt>vx-b(-qUw8FSNaX6jK^?{bO`jhNCsNC!
zaE#1<HE`>}+Brf8k%v63fIW^pln|JJa~ztfCq<@1uzbJ{Bf(;b2$cr<xfAioC2-|$
zkh>RzNM`;U^c{)M`voB=!P{VmJSf<b8T7CI@B<h%03{^@rQ9%M*goT7H$if38(19g
z>Va`rp99^b0Gb`GM9hM%YexXaLLNxm5!hnjH)w4obPq>Hto{BQbVzOiyz?8h`wDpd
zUru=KUq6t=7#Q0Pul6KTOTd=&fp46nfOP%Wu{&U(%12M2{s!C^<01dJe#+x104p43
zgc4{0BTZIR^<MXm^zqB#=lXtnqkN;xx((KkwLe<YrmEn>j3lQR56J_7pt~2<LWZ-j
ze_rH&UQ3^A^4M6WCrO*{^xV#c43;6)x0i&6h3DG3@{3X|0-i%ehg_F79X1WgC|M2B
zhQ8%f7E=Sjes=!g?*E7E$T=kKUm_P({5$G+qtNk889Rp2k)|syMb_3<n-<JhG@YCp
z7It&Z7M-L#l_KM+1ym>~G<Q?3k)dJL@bC2Gq(LZ64KiwxMvdowL*~KGxX9F064}pr
z?YBDsviahJ`Gu&#pu%fLf8hfEI}gf;f0jQ%WDuNz=qkEK1S-NKZcx2{oQ?AL*#Dh-
zfd8qz#Gmv08#hx4+yy(3T7=C(fbP!2&fuYc+JpX$zWLWsL4J?_zt6Yu`R-?E2t%DI
z-|StBI~;Nw37_HLr;6G!uuJ`{O=)zr9G`nu67VZm&W0(i)qQ|SlYw(1!5{~0aDqPg
zKR*FIzh)s0AUyDB<l3*_pqsrw93A<W=fjl7f6nor#^=v?{PTSIGai4&<4^qfx8V9G
zp8i>1{;aqEv6uL>HvCx|{;Umu)`ma12dLvuEc_D-|HQ&SvG9K|7OKm~6BMsK-Jh2k
zxGhu=4%_=cxuwG4@=uUbi&Nd(wa#2#8$P;$mvy&!+@>Jv;5Ue(Pk*ofp8q}ZA5asm
z4fbc+GSxl5{hW;x9y|8XS7X!rcA<b3grkUFV21hjMFmLizFng_2%w!1gc8nTU@P>b
z9|<^f@X<A(wF6Ad2_nBnh5<0A&yY>Q-=KF8{A~!@3^s218^j4ae!dMbw-SI-A%K;C
zDkiA_4x8)0K~Vs9Z)`{i1Ne$lmBuO@08^8ufRqnE1rY7(0urMpQ5|wX39z{BTL1jx
zKSTXza{alT{sfReA@k27@n>25vjh3F=lZkD{IjqAlS%x^o&IEt|D*Zw#s;=X;(KpN
zs@;-W#Oa>wR*ew_(<}6#csn+In_CgJ*E8Q3Vpv?cT>s?XxGn!iT$%g_n(%jo;m`3u
zvF-m?WaIyf-#h<%hQ`U`(KBBkCwuq5e)4p1rMV?5!zsb}*H21HoZ_laeVu$f?0ua$
z#qT-2aB*}p(Y(tkuHo|6%fRs|@XkFaN6$yV`v#oSoZ@;;9?rf`IHlwyr8t$9Y5x7x
z{$x3+erBdKOs|HT<(r2YxHx$aSp%s#M-{agFBrekera?rI+E|jJ#vj}R|M}rGW$-Z
z`HIU?{TgjVxWg3n!DXYaR^xl>s|#^%)O+Q!zZNrz-Il1Cwfd<U=e>}rZy+N=_=Ps#
z2V^g0@*Z5<-D<UAxZ2-wa_;(NvP%!hzM~&MzMzS_cW#`}d?zF0lU7&t@vhj*M~!nL
zNF%;ylfPk!T=Hr>6d)S)2|1-uKIYYP?@g;aS)_hn=sQdil!}&=V#=e=FXO^=Af6r<
z{}gWQO;6)n$z!$r!O|p?8`o&Gn8}MSh`W$ylg_*3To6p@)NH1m30gf77#qW7>wzS$
zWk3hk`0}2<ky5|Lvis)X9Ej?DheDIjrPx!2C%GX1BIlKu3vaX?impthyR5GFJU-j6
zHa&Ha6n@{XkACg1H*{EY@vQ{&ON3{tIvKB}d&ZN*opQFF9m~m|Pfn3DD2`B5;+>vA
zy!k%g_E4^BT&^YR>2{fTGZW~T$101xx+TRNRO3#evWhM<+~Witkb`O#vwv|!KebEh
zSiZ<l8@s*z^cfl4O-y)Q9uE)q>_bK?oMiOx;_oXKF+;+*wHc+I)K`m&i*)Y|3|zdF
zHuQ*ia``vryMoJLZ@Wk~{5$i0)VjIx`g`igH%}U)l)@go6MIAx37bH}uFLULvV`Wi
zU3>Bz3JQr*F#4)Z+2eT!q{e-o#{&|0E@aF4vLsDUOVg9`M8vZMsX)@&8JN~4#sjUV
z%4PcV_+r8%AKrWsmI74d)7Eng?<jpg(8z>|Nt_dTNXPb4+UxuxCn)lz*5&i5=f$+n
zxu{&IQdOP?(WpvJlf8&=^#YBD1rA>@2$%Dsu(@FIoz9E);!8~xn&?(t39`j77pidV
zWyXBf&+nK%(r4VAynMroDnL!u=+?FKooa91T~1Ot9p?LVT`1yno|@5}LvCNzZ&bDs
zXCEksIb|q_WFe7P($9_A(@lfwUd~i1vQcTa^)KD?XUwK#{yvA+`O2hxslJUFeFF;;
ziGsEzQ>pY&ogdM7Ky_pP-raW(c*w5YbW7y=c&<b}^WCM7HyYx#61`W>Q@qNvPruI8
z#e#Wd8HaYbZ$IgvBQcTgn0{Z6`KR3D%hF+|;e`$pUy2^^mqA`o%U#Ke7wx$JFyWzf
zW!jhX)ArknY?r#fvn;cDg?_zmBjq7maiN}mDz5S6Ry!S<Z{NR3Xz|)!IDP9gtV8h4
z78)2Ej02Sb?n3gvqqe%>7EXUNm6PWwkJ)8bsx>NN<drrV<FHSLzFg6l13GLR1i!qU
zR&CN|<1<LUrX9`0Y{Da$Q4?mS?aF1#cZaX}W^(WCN18s@EmiCcD|q0XP+s~Zh|zli
zzH5d$Z0dJs3>0)4R0322)Cx`LK6#8k_?-SN$I7tzUWiVJxMs3++OITBZ+UWQqFc&V
zS`e?{`>8a)G^iMyA9@p}Ln<PCJ!jmi(rOx3P<cO316|X0CrVpAGe5=QwL_-E8;6Kx
z*-m5Lrlhc>dIrN1m5s_#-ol%#cgG3?M!(kR*W8|Unw4PJl>dkyOWx=_1g|$AQakZF
zS+5GLvaPbNR`;1uv`IX~Nt>_~#wEu!#wGlc`Pndp8Jd$rxY+$}5==Q2@(>D6;YxX&
zLY9*7S<l>a;@U*cXZO#B;}WiXuJ*1ouJ{SD()gj`A-~+A9H`9i6~e2{%5QH1zn-}s
zwQt_pOlHkwZDD0$HD^te>5^s1^vLYZT+LjQ>8^QVMO%BpYSn73)=nZNV|T#pF>iIO
zLSA{rPO<2S^2deJJLQg_svkHP7*zkbYMUfxEw5T{Q*Y{b*HBmdfjAUlyqBkJ3@?X&
zL~0_fVSV3+IcFcns%Eu*%8SWE+UMFApdGnCCzg%~6<8H0cHMHU^N!h9##r-JzRA%}
z(vI)dH=Q0|G<*1MsAlM*+s`L_GNrPO-T9UCmX>82lOGh?m3o2;0<unpY45~7h|OVI
zV1kP5h?t6QiGVEyEy*9a*KAgvwa<2By4gC0bVs{l9IJm6E&Qx4FA+t(K<<PnX4+OR
zFf|%94jo@Q=EC#gB`NQ`@_*HQ>15jXg+OCu$i$Vcb@bOC`*9db{viG@W7@^29Lpbq
zKj?lG&|YN5GLMU1_Zjg<e`WJY6ni8V2le;L8#kXz!B}mb4d_qBuf6DS?^u|=Gei7}
z7pB*xPt=U<eqWrt#yUi6_c{$>k!XRaPdahfbKNUezODR5IbQi{%ZrxM5OJJ6;2!qk
z?EhixEx+Q7-Y!jCgG=EO+zNMhcZb3W7Tn$4-62S@;7%by3wL)2?!hfUCOzG2y5E`K
zTJwH6|G>4Md+l@9e(t?>w{m^_y7EUAjt{N|`2^)VoD7@}q6jJnGB&&i++aU+e^)3u
z>%0jyXb~Sq;!V;sLI|1rlM&vl8v&4+tA_T%r$gI2(Ax`+#avoSa;Qr#X>@*6HZB2Q
z5#LK@Oco-&B&#g#C!Hm&n5D<8-+UkwZxByWE{so3jORz~>00$Pzoi(pf3b(Me+A?O
zWj0@|yS5%yP0Z9KoAm3uFp?3IlkQ;tjlmhHI#jB=HvxMc!mXrrMg2)V9%edDxG{SE
z@|FUZ72Xs+CzUm16k{P@Cyyt;52GsHy6e$oavO3`m7bhl%D`DQS2blD-tyeCAVFgm
z+rVVRDNNVHI>=SZCfPY|yL6?EQzAB(qD1eeZ`GBZ_@VS57f+o>6Q+;aY}d4HE&Ju$
zxcVg4(fvX0f#U?}*xlHlKyE8;FAwXVo*$8K{oGey(Q6}?>p&Y|6)&Uy&R-8d&yyS|
z9OTxnCuAlPz7X#?#%?dF7pXV=G_`5|eKafqmQerI!!m7%ZV$1?v%lQ3YOb~0$ogzN
z_h3G;7rUoQvzdCnqaUFAvNib_e%Vv@SoX(j*AvNWbL+J8PA|t?-*|1dZr7;xaPqd~
zw!KUD;-`+8p^GVoZIWeD3rA&Bk3zkj>{7+q_p=b9q}-#PGr#uBg7uM&mEIkPpatjz
zSO}sB87@h8(CCxe*IIE0h}q_^n!%a#lC#cU>mZXLsY|(=lo{Cw*|L#=B#$M*#TDL4
z-gKUUgw)~2eU}lZ_uU6cKb-1QHO^A-GaMf!|IOaWGx_hrPeN-xu>n6$>E6FRw#^#E
z8Wb;YF2}Te=dtxu^4mELUML`)CS?)L`|E!n|Cp28JZ`NxlQNB$pU3~rEAUogIN~NQ
z1`s8n>n_sSaxh;|*HE`T5t3DJd;@l^+UWW7rkz!7UB_=E7*G(<a~b)buuRrfm}znm
zXnWfF+o9*wx%oYFzc%qFe8BOm(I3|B$IgJm#J>f^uyF{lSHPcse~mYVPXo5!=Mbwf
zj72AX`QB~bEiU#;=ulJ{3x9~#zArtmSXK4hUlgsF&NN3`Cq;Hhvi{9@saG9@pQ)N*
zl4+4SldYAViGPXT@@>3_Tu;PjE$m11GJLc>Wz1E73-tQaV{JY*bp3ViJV#VvyYeUh
z>++++vE|9Zf|u>@@`~8)>Yt*IA@9Y1Ebd2APA^oSRWrUNh<f=WzukJ%I#?a;JcZx=
z`A^Q2`~PsJ|Ivf~FZ;>K&;DQBr%~#J-5?vL^wS3l%Z7BL`QcnBdwQk>e!y%CxvAp5
zsf}eRU))>3OeO2d9x(AL{yUShPkYbKuo=&xBGJ2w)dB`PHGg8o0mQwD+`O?;iQw%`
z*=LG;y^7v;yCA8Vq^*%$*$6P4Uf)7;?9KydH@i5{SSi#@<{Ih&d-rY}W^CE!iX2e5
z@U+<w;e5C58u9eC!!RG;^le3Z9`yfNa$di8DHQWd#+~_R-N6XONYz8?dPi1CTU!-5
zS+0cnv$b|!ePZ2TU@g9KZIdV1KDP6RnB}E!@yWlFwo4K7SKX3P2vWNSC=7|0-cby$
z4!2$$?r4t~bMAc6LEQ3^k$f>Ede7Jh<MS*N0%izrEX-%$T62ugo9OP{5wXF(OtLz7
z$9DBp)#C<sVog74zDOq5Fm8gBbh7R`6FM!mUDSZIOy>qQF(mrhML(&DEklTAQ?wzq
zw>p*{{J&F2er*JP$Ofs=U3zi6G0;SQPO>Nj6ogTZ{~l7=|4wWf05kGqi2OeR<@xUd
z<^KNwbqxC-K>Z`KPCpNbjY>+$Y5$O8epRy-g}Q*I#Iqo5+WqZkom;K}uy(OG`8vG+
z3=-CM)YE#yr`232>Fi$<yK_g2)KYxkEuq%-WSf|>oQh9KG7mrZFt(`y@m7^Yr^oJK
z<zzMdm?|wW@ZD`)F=hBvr<*t9#=`Wl^oNybj735AOBJ(6#})X7bxMvg^Q5h5l|0iU
zZgD3jX(>%YT8>(jCTDE^f>^THMOZpw`HKrU9gF{u6H^b(`jsb_@_6W+z{(e`?+my$
zJ*s+~^ugHY=qN>k%Oof*B9=9NCn4Nv7g#7QDl~qfFc%7KAuuO}%`CXPRugtbP`>7^
zYQcjgaPYJFUV`+qzFxsrHe~P(<uxaf{o15Von}S((kw9PhJ67r0(+m;bD=V-Xa9u}
zj%0l{cXSWDj{Z7-`v#5-o*S!3sk&`JkbMd|q?=j5`U$<2)!_1<K=J-}L2>Z@zrVcy
z3F-rdbwfIw5(68VQoHJN<B4S1J5)o|s0Mqc3;tWcZ$4W_4;TEA{kTiQCX2gGKH@Kr
zWVBlv>0utUvqDCpv}+4%0x5ubJyNI4<@;5i6v|DY+xJG7LF#G+xtstBj**7ZC_2uE
z`_ZpX{b~(Y%;Y~49Sm$)w}TesfC@Bc21G>H;H>FhPpUCyY25_zt>G^bi#v%kkhGzM
z<k5QF`LyCSuUv`aX==u@vorS}@cei6=~*jMqML2_K1S>c4zUJW($Me<8S*P?MT=K`
zOK7-ayfudO!I?FJ|G<4khJV&t?~a1edIAZHLAy_^i$il+Ulv2@Lw*!PEx9wn!dI5N
zA){P}yU#+wSJtH%l>$CB3F>rbgyb$3?Wj1{dzU{Eo+u*O1QGe?e)8HB==@6@c)R&)
z2!q3*bmu<-;rs6aVW(i{<LBV}e=g?iY+T%&|Ao+DzK^NaQqS`Y*y}MMHD`=E&5|~U
zW`de?O%gvfFFBkU4r$C31`gX3R|!c94&J3*9e1Tua>)QMV+_t26VGn0jd9uF$8s4Y
zbD0~@rP`F^x8Ic)EnI7W!%qG0_Z#Bdf*IjI{5!wbexJOC^na03Zo@7-V9{ULP#sdW
zqB1>7MO_x0b*QD5@|?Q;!23E|;G2#4<t=uJIIC3fj-E0xjVbE^D9!tVpx1;gG^-pJ
zT$k~6*(CZZo;Uct`cJ0RAg2?e*Guj;YUyEGd;cY0uh$eu{LVe9sny@UCL6v>>Y-a;
zWWh`MHND_Ib+`|88t^loFuyrP;Jjq?kyDGoJr)iwzT-}vXosB13%tBm^fsbM=QGXY
z^~OeIW`3Ysjb6t0Y&0JRWIBYnm+{}EercFX(+f_8oeCM$nYd`UDI^-V<V)YL7bw1m
z)`$H5`Xb~CK$4~I{>BWikKu|dHE?{pW{J{x$FJ`DaxshBbxy%Y4z&h5Ad4PS!C7k7
z`<#4XQ>j0oo66u1k9>XD$FYlR%FqC(_lX$>AEuzs-IQon9A;<&Rju@Hl~)vRuumI0
z5GeA^J=l3qQ+@G)Urj>EAE64CAALZwmXiYgwFc1`+7)$FJ$XhPSM9-lv=K?+d-5`L
zBWdzB^owB8CA!=%3XZFDHM>~h$#<6YGkAYIg(+zNm}i(9{>XsHy0mCjEIQ0@6d$qd
zvRLG$$Fk8FSmYGjvfWY7sCzTf`^8!`T6?M|uT*<mY6>LYWT<7-Fdvu-H?V<8-iS9m
zdo1y{w4H%b-mo_Ud)z}#Sh85X;@z>&+<SOK^_Z*{G>H_(65Y|>&~fiH!*B3=$I-`F
zGnD95fsx+$H=09~L*kQnghLA_FSvV9d-6kpQUo_}=H%wA<{0L1SQ4M2Qc=ai#D}ib
zTq!%qWQ8KVaT`%@<mmayON8RRkrv+JZYcIfq7gBlsICSNL?teyF2pwDIuKoWtpWgh
zDoTNfd!9oWSnZUK5chTpN14s=4y;B}7uY@DNnc{xUUU~0bEF&CA@1y5yCLmpCM;bF
zpezW#2`|JLC~Yqd3SA9djqf0E!7|4&r`nSkLKuRN79a8*5*UIqXDK0{11K;?D&!~W
zh3O^mVYmRz@yuz=;m!HY3C$VIk<Hml0CQn_;d;?0GR$I=vXheT5!i~wRt3>+m~L3m
zQivs_?1*!b*$LSZ*)cZKlVU9txme24GDGfCuq9;bQQ47|(u)*uQrsmd?0D)im15~s
z;}XjpHaoad3?*>t@$?e7pHVPhqJ^-8(DVb6<H&^rqCryV1977=mXsV=gh&_zqzaY6
zlOQB(`Vh4Hdo>Au3N&F-B*D*kDWP&QtC;f9QsH<h!3`9XdZEaQ(Xumq;aFy3Cs+dE
z_{HLtSd8J=cUlw&Ck&EuSlDn$yO_A*QnN_rB<zvT2rfh}C^!FBQbpGfnV)8v$DII9
zUikMohvbJUqH&^CF@vPzKa0rthd*Q9K<@<%`RQ$&NZ?lpEB%e<BWvm#Ee?`+W4FwK
zsq?}bk;t^&eU%*5KztV7BOThHR2269iPyvhwJr6AeuH53{!dkt7wy?=>O)SL_2yQ+
z!|wGIff3$>E^s&4d(uizFjnu1L#z$AqOw9shr)oSMTseNi_mXo;xp#8L9scc5+qVW
zVctYH|F^y-eMPNEhiks|)jUx?ett9+r;5fjCx}D)>`6s7QbR5&6uTPX4R_-_`l(qY
zfZnnW`VH>JbaWG?jy!6T6B;9YvKi_rYSInrDPj_4SC-%loy=N@`W1x!$#iv#;11}%
z6~q2pY%>u#FuH@qvJlN@J9f-Td^5fSx!Rp-cr%gRNeo2J(JtQUKyW88)EZr!T!k|b
zh{@prU5A{54^@Yr(+RB`p)?iDBw79v%*1x#8t+3W1J+taQ&&AXzx;MWbUDJsc{vmM
zhI@cHD*gcSL$V~GMrtBHa7i8!BZFUqzeO4yq`(MygF6sUCJz&Waupp7pb&*wLvDgS
zFkVvlQ$XPryor7*nY<z92oHuouu9GobA(%~1KIXMANVFaP^^S3(u18kG%bORZWSR+
zF$Kohu~7_Zj>wQk=nk?*prvJxCsZT;T+)f;{}z4;wmKF^!{j*DmuQA)4JqUj0`+iu
zDco?eezV-9QOP07cqCYfq*=-qN;ZXTJ50N9lwv7*%-iJ590S@(#1A}6+yjf`Bry@V
z7pTb>#N?f@ZrEF%Q9}x+&^PqSTZGYbikV;`v|HR!=wv$aD`?G4H0*Li^@ThM86G~K
z5?7#<y%;E%KuSq+v4qSH6Q+bnJt8|+nTJX#+B@=HXvU4Q|D%sn2r)`9kp$tFPpAhN
zX)aOcTNw9O$w`?>iAkxJ&sG!$m{ZZTQdH&wCD7_gm6G47<{NI&!%0(O<;1C}?4zlr
zJ`coBDT(QYcNKvxD0YJL5%}S6x$i@IL;T@yX+{AQ-@^P6bcB&_8Akmmf}meGM_rOd
zL*B3sj2f=6lC#8&;e4PEvM73?Uie4vC}u)P5MBu72o8`No<)*-DE!1^#IDSjkB8Mp
z@~{9@IuY>=cqL3&Olm9>SQD6vSc;f&SUu5XL!XBvq<GDt%|*<~N>Jxw_z>9vSYqxJ
zZ%E`n1OO>v*PolP^rMxe5C+1WOC3N+bP}=26y9)AMSP!QoXH6oU^vikMd%;7lXpT%
z;9t;2t0{UBeBcjsDOkfwp29$5U6;DoB7Y7St$S-+zV6N&8Nz09IilOIwelBjgBrnK
zIP16VVL>fED@W}-6F|pJ+zy+S@?gs}TbzpZ)ecJMUv+5E4+uZNMJ{Z!?B4#@cjDVz
ztLz=_&hNV{VY2;_AAP%p{exlte6DiQ#Q7R?4Ia*aD6B)B6F+GP->DF5of9qdqQfm;
z5+TVU#3FRW&LEyNLXRJ!&91=;!;%aU5jub2X;_88W`0K)6x$AF>#KLTK)wHchB|q6
ze%|%nNp`1S<di0W_ui%JR}9W;`g-IY@e15WLu6`22NHWQ$=+v5<0Y?P;;619)eaX*
zi5Xb<eAHOILqjY*@K<S5u#>InT3uNP%}+>(v5Bf_O1)r%v#ytEh?BADN1aay(8PL|
zBwBQ31q<oo45{VMI*glVE4<Z<6@pc0P<1^Gn}x1o(b@`u&H55S_Lf}5A0n6s{}@so
z%v6-1_bNk8)$a<6!VK>WprG-_bQ}i%pxYSBD{SH=I-^u~N$mP4R`g!%%NSnjE4j@A
z`lUFG?s8GbuOur@n|24c@u4?(`|PFR1YSh^?`W^2uUo!>nSm)EH~~_uYqb?!9*7>j
z^Eb`zaqa;E#`PAC+Y~4MFKE8CModaiUtbh@+YAI1Cw7X;LYH-CDQt`g(Ux-cbESy_
zqasm=RCNaFeniLOXklK*aFiT;R#5OhD@s>`4b}~IcvNfd2?-+VM%uhk?<{clHXOJe
z&Ce_{e|)3pp*?Z5-jUeoF1pC2K%UIo;a56+Fd9tHTgKvQZJCmM%GhX2Nng)2Rq(Tp
z-T`x#wN=w}WC){%K9iWuz?HcB0P2WA?T$TO1%RJo_;s+~9>T8aLI-$-Fa`jApD`hS
zyhNB0;3VwX=R5nQ!;%rD5S%jqPzbRh#@%`~J?}hNdHfOmGyAtW^=~h0wwSC{4^fxD
z7HJKqn5dDpQHxslQRa@~=<`$>@Fy!xR%+K6uqjJOK2X7!qL=cUI^HJOL>@g=GzDW!
z-j!&$Hb2*vV=6cOD(IOn5bTaNcN?|)DjJeJS~ZHek0C1(d@9a6c5LNLBPV3-|JfyF
z&goCWju07HkbXHW0()(UAC{}2xGYsghn<{lbUGWa7q=h2q5x&Dm;cjqVl&aKD#9oQ
zIN6>$Z&ccnb4>zBnUz*Ox^zHv3p)#;x%OuPC)!i3q!EvLx>A8-HkBMH+fz42F~%+r
z&|T@ksQ2C&;H-=2NcN|m>)$-==@FZ<WYidGvLR1th@(kks-u#-fp9H<>3vAvW)ZiN
zLS|HMsjdSs_Zsz*Qb$G|p8?c^)KW5|WDSI!7Ikd=QjaNga@iM%U&$y`Q!2(dO-Ce6
z*Q}*Qk8s@nzGoBswLW0;Nfc5IRQb1{5LtL%`WBmC!kD)A^Iw%wHym&Si7{m_ZM}qv
zphBRcF;#uqPD=ae?=kXG_FLH#5Aq<oH?-&*+94l0qI09@2kTqtA(DuEHuCs8o`V~p
zkICdO`h$RYk_wbt_`^|K><~Juo((C~Ez0#2{og7L8?YsXIl`V{dHP7L)An}+CvWTx
ztj(YNesbC+j8I;&op6`imLL8;J36eaRohV&Cn-lQS6w_}Dl%&!oH)+;x4eq}jDgzV
zeht|$zY%7Ea$)D3y1byB?(}-*fVIRb+j9rg<LQz5lAVPd5sibXL1=pUlAMyoAgb((
zfVDtEnVFeW=pWc@QV|4Y&OmB|J*wO7p*z31YxP^*TjUpsHxY4>h?fJ-TmFt-xNkVS
zuW&zS9^cz$bPt$rd2hM-;ql)h<CR^N1Fa}6EJ^G?5q}z2FO2`@Bd|XqQ5mjK_34NU
zURwiiNsVPmUD#gtU<XBAHJqRq$CY*|hpjAIl_a5pHk%cvGJ{r~cruTHD`VZ3NV&p#
z0Gm#N1at2@@GP;sIhp~7Zhqa2I0JJk0y0(N;|}ZZSC#boi~k$`oVkI*L?0bs6Mh#M
z)gYA8YRRLoq?4vO{{+q|GN#Sej-1K;^8p`qk7Z6PNEH;fn7G6Hh})awIh!RGCx8td
zSEvf#q}iFAPj{K*FTX(bO`$?oBr`wOU+IqO8xCG?nhCnwa#t$hfqAjn+`tw5-LZ!U
zg24K5%TytEvxkhLo96y~<ZGvGE4PHl(&BjRZ4*No4J6RSQKfw3(zSe}mbO&9Ub{LS
z1+2vQi(kR@tN=|ov8aNM{)Ug3*ez#c4VA1XO~^MC{o0OCP-V7%{y}0^pB+9L{AS1w
zAJ3pP^c_K#rfPD^Wl@l{pUOi;HhcQ(dHAt|$23sZS<BxM?;8!-Trs??0nvBoMMK?X
z{?L{Yb#nU-(?hiYRU=1qQl08@{t6b&!=q%g3?j0nYuriqM~sC@Mn)0moQK0f5_KE>
zM)7T<oh~lEuG;3G)0vseG_NVP=EmY{Ek&ToiAF{w584%hNH=seBLGh_MA&#r<9L1>
zzCipZ02}S*K~ho|F=5*@vl*D(dfI`9+rgZ@UsH|YTcFmM$&Uj+TeRrlED-sVLe1y+
zWJK*;UZh8zJZIw?-Yldh2FDI%etVTOq*ENNIKbAn2DlOl-$X#tU+YkC;+YI-!^C>q
zuA^8Plt70_OhV%~apQBObdMnC)_N^JN&N-t*`hfbU5rjaPs9dY6%C>NN~HLGs^4u%
zWAVF*(wejd(_LObAWVW(2&qT?%QD9C3uT}a2A4UWrlg_u?C%SV-2B!`hwEUa&4=oB
zK?wDUAvu>aYHA_PoR)Zy@b?IyhUn0zLB`Qr*EWwUx`-5uL22|2IZB4lMm1#O6I^Vu
z6@is*r?*8tBW<{^$F8y!EG+cyA+MeJ1rwdw8TpZ>%k1>%BBo;OcrBNPjTR}zYvN$T
zUnd9l{(xqDZ$6^k34KFk=*Xf^1(PMM8Hp-(RE;)j3S0<&0!-x2*H^X)$plF972NCd
zMQ(B5g4Ae;d7yq^X(=tr!(=2ER^epcc~wU?>PIw@JWQO?YG2nV^;7Dw<!(H!q*-)E
zGs6BTGCi`lbQqobwYvu0A4`FFiQAKnSDQ$Yb9v$pbo1md#z1Zs%yG%Clm64zBDlt`
z-QwAj<(_{yaLqt~Pi@OWTELD-;wl)1W;|CnSySTIc~a=i6UfxTfPX=t!DqN0rT1&v
zCUOXx3MroIj_bi#kfsg^;VZ0C`gEjm#o(?D!5Nxt8<30$KfL(kwJ_t5?NemFvSL*J
zWkH6iqRXaJn}fOZNDBV?yn0?9tefg(Lz?jd5A*ET^<$5#sGgSn+{9^2MA`eo^*S>^
zxW|<j=I7|2BzIp5nPbEF^;F#YiZS;$9#O;X@g!+VqE3vl%cbrI<#uJqQrV&cBlU#P
z->6UMq63YtL$IujkZFT`I<_0rbB_1wG9-nK?47Ytv#~#Hk_D>elHGLrA)!h*TKri{
z2usrjM<!Em)pI7pZ->+C6s>A%Dg;O0i^=FFHD?b6ViG*Xf3r1g&wxpP$$c;7yo`2e
zVM2=>f=Tu%5HABPLsxYX?kQW(!)`Bx8D`x#`6fes^5Egf%XIJ8i~fS7o*Sw#Do!{B
zZO#>KtLGIirP#;wPay9)&T#FX@Lk<Cv(wr&GU!p1azq7(rk<0UXJ+s(U6FhF@HG~a
zi$&uB++o;fGV6kKBM2(=pJ+kLpTP)rKZlUT6@5uep^^3H(TzxtHSn5=pP9oL)c5ph
zW5@B)sB84Q4QsXGGekx)KUSO95eWyrb)%*a5V3aFCCUUhp^0-Zj&jOp%)u3rBH5XH
zg!EPy-!h-6>hn05ag6v-Dkap+o2$Dbq1$aK_prTK_;Nq<RSaQE8l&*unfs8)nDBoE
zBiv7S2@a%u<Kt~2q<9>ga%qBucqo}~V36jyqXleG@$Ka0{i{x{*SRMn(y-|jg+5a(
zE}%G&pcasz2BbM?aLawRO-)F1NHu6m_?v3;JTvMpkGl3bCC%!JC{?aE)Fh}!r46cm
z6bKuHzpOw6<{ia<KGel|5|ZCFp}?P(=aKyRg`zzeP7FlhK+!tOxJog|`__#<Jq*K^
zu!<ymKwVfFopQ4K<c5MxSD4p&9Vf{!6t<I&g?a()Kpk@ugExH@b3MT^8IkN~%N-Cc
z2nZy7YLEi*GxX@UsXZ2UO9YCElzYqQS8P@=YD_G8eN89II^w@H-x3H22^?y`Qi$C7
zlTg3E6N)2*ahR2&!;$7LB;9gPMqiTuv!kL;C50&nA)mx$7Eo-QzD+fx$X7e1bIF`(
zG}2C(_v3KIh4j1c#nW#g3=`SC@i*DZzXfwEGH4bv#1n6&va)x#RqRvrvGOBhha5Sa
zTO)YZ-U=wFs6RUPJ|}S+jl={>)0AoZn~5`yNGjb|?PcfPIt6gX)swrq5HB#U-<2(%
zt2B%-;dTpap99@b3=Ilsa^y8)B!(67ZsSu8tW71|UMCp8%D5^-YQrnZBP0qlEfokb
zEER~zYIwaeT)j6<GiKSB>P*RJ#QJe)PSw2~RIwQJ==^A=p{AL@lPO^AYV^8Dr1lC`
z$k<g;@NDkhw7@HBbeMHh5c8@ULhV)Pj@rsaFwHVMcHGYU&Xc!9J-J0XeuEncPN4MA
zkjcKKdU<ix<-7eLYb~61j;JzJBU+EGnbgKD*QXTU7Oz>7FWo*<XFYLgiGP(veJd@3
zba2d;I6Uu6(6IK#<+@{A8+2Bz>S<|YBfN5PDt^Ch86Dv-kg<w<=1fY(o@u%IP_#-E
zP0##S&3DfG=Iv0n#5-lUZuE`+qmsMc_AG-pYw6ISyexC(Yxkd=`AiMLo|2zIj@nlK
zGKrR7RAj6+Afz9Uou9*gm@b3wF$lHwGjEEfOoSgjuI{_P-&`Vt7m)55%KIgY`uWW1
z0xEmMs0+JLJFT$2a6Z9()zV#Ndq7q&%2Qs<U{Mm32)&Q56H~6q>UY0Ur4>tXwzicL
zsCtj;B>($5cLRVd&v;)fkk62c{xWhuA7%<_c+I4F*(@k-EMQrkZ6hV$?%myf;NG$S
z*7Qh8kfNM|LE|NF^gZ_teS<SKzotDBoF_po85G<F>shD<!4h_8l@KMEixpxoG5b#F
zH@`6Prj1xhE>q69?yj9Z4M_iTN!xf@&Sr#*{pMD>WjX2RzBuZOvdPOqLqY~GtAzD8
zMZ-Kd40;lwb}b!cu=)GqN%&7~I7#gbLz(4`RZMFU_$q9*7>(-1%qP$q`1*0_5bt<f
zfYrM0PaI#GR+;8}Pvnqy2DscB@?)>-r?;iC>h-yxK%~y%8dvIT`h`>m(}s5QFS?0W
zGBSGJ92*r!`6fE?+O}0?3yUhS{1~nF%HX#xu!X(1nM5uf7}LIi#Z{pV-&dQ)htz?h
zvem~2Ik0!!x|KEpT;>OQAxc0YE2OAPZIen^_YFQ8(7K4rU$t;{<-8qC!3hl$rXg5u
z$M3}vYZl27Zk{5GMwNp#g?S#LNpBR~`92pK8fteYDqvvB%+<hZv8EMdR@{hL)A;n)
zmeLg3%ifhspeoTice+SLO<+3PKDwEKGX!5FTWPISzfGqg_1N=}=4;0dx!m4`&*`bp
zBVXVfk4nKA;$K`3`K!{O>q1eH1~gnoUuSan$lAV8+Zi#2DbR+o%8#G!8<fUo{Xnym
zzdaRIel{`CEAh(w62v*YaN(L|j94|)NXk$1s~=^II?i5P@Kcv1Vn?1?g5s}0M*5gJ
z7EfERY+qSRjszTpa6Wc{ev2ei$AxId$ThW#U8VLSJ+<SXK@3JUgN3!^C*`SQu!Z$q
z7pJw=tyS=Zg#%j3fwWUkt@S&zDV!p?E3>&vLE;`o)H%JbQ<CS5BUwr<Zvwq0g=(!Q
zsSuBXwX>V@`zq*@fZS1r4@ny@0o$au+|hwe7Al=mX5jJwAHjlOcseHwbJ543g=~?-
z;9q);8U|Zyr2>57FZP?_V8$NTHwFj0V#M5H(jbL0O?k8Us^?3E9tB1)D-Dyno3DEb
z^iA$iP5R=6RI31c-kQDd0qh6N>MvaE5G&J5$?@<KHr^nNu~CXcvpQoof)}_~eHdk=
zudye*(k;<F@H%!a4dHk%c1?qejH`)dnt^VwZSE>^-wL+Vrq35HPxEC`3xV>;vWdt7
zXw2RWI<OAP{D)r)Q4B&nlG{{-fi?y-LuW~K!IM|cW=mT=m4^8T-CJK}yH*CcygDW^
zgo{5d(wzKtVxmfvZY#L)j*TnbAmTa3!*7OInrmv(U?CQhSSz9CvAv)wZC`9MTb#Cm
z7kKm2cs=$D(T)i??QVZ$P118!CfMaLg3ZiKAU_QKTz{VB2((kX_<Fcx&D3#@9wKbr
z#~OGooDJuk8-Qrmme$G-?k$Z{>H4n}T*`;7;p+^pt@5kc9AedA{_-Qswn>R3W7>+2
z(Q1yds8|1(S3q|bZYaBV)$LQ`s#b_ypq}s6L!3fgz!yKaZQ~}eN{=aRVOGjBn{r41
z3N6`3r9%C|aZ%&Yy!gZ09PMGp6Vs?1)8R<q@@sceW)m$|5^s@#*FelqJ3kzk<)>NT
z)#T{|@T9Zqu|_Hb;fUAEIF`1ju8!SpY?eP~zan960R`s{MNuQpFYfN#Rr!7&Z3eVt
zbDwVg@Z*6oMygC#v4AnmfL4=OYyXCg>deZBn?uj@D&OD8SN`ak*kb|JiWL!!XRu=x
zaeqKDmOhDyBqm990@-arV*9gvHZi7_t-p#ty7k0MPB>aLoZec@5XCR6$;^AXj)K&p
z@HDy9_af6aW=<6J=zY;E+qOV?cLY-F0}llzd$@F+=%P0RIeZV{qX)7GaW<4!tNmiX
z%K^vVCj*Xc?EZ9}tEl6DmrA6=#`10V##!rr+jGVkzGkm+C=9Xm<nLr168Wv@%o%BR
zwJ@mGFVcIfl+0$%7@BmM9Sp?&KqV7t4;s1co_TqRyDk5N!|ywurMYaBM)nPpHAzvi
zWtGLZfV*E0d^$EojBdQ9CfMOtyuX=HS9KYfZHx2EX#a8^)vUmTxHSeMW^d*=CuiJ7
z+@{PxMYE75)Cjyp{#SxTSwF`<I7<)QYG}aKN*Wk4<n!#fX1m{gmwK2f%US#a!E(Tt
zZI?$NK8-;q*}&*m3ihM8@{Ez7Nh8Ktz_BNk&;7F&ZXergk_Os!J*=qwv%g=qyL4=~
zHJdq?T&1Z%O{bZE;|i8=bl3GhuEgfhRCu=#!J`h-H-_|_u_})#skKi2?e`}q(Zl8}
z`c??wmu{E09%xXZT2P}y{Ke;siEqXk?}_)edsxyVQBo`~5LUI@N^KKpfBaTJ;o|t`
z(K|j$r>VeL-Yg`-F*X5AuwN|zgQp2gnsM4_cbjLL-2XgZZL=MJ%b?83INs-KXqq4d
z#i@aHny|z{ewL-eb?rc@;<zK{SO@QEqlzRDqBp-ZKUsc&u>Yxs$G&rXbuw+}RWzRi
zHL*EE>^-27wv{rhkX@xFk7(^fPUzFvLAn9+8?=XlxRs8XLB9XngI=lmca#VQmYscI
z%h&tYn}x*+^@@I1rVM&CgV%L$tC}(E@^mMWGDR+zlAgua`{x_pVK-%li#LqRioBwC
ztAV<q-9`G7R;wR6nys;R$l8j#C#%i6YJ@}$ki~CsBg8H&7i|ec{&d{vi5_z)&qk$6
zt9we25|3mCGnG7LvSEQwyhF{6X}Jbau_m~=Mj8D&(J<Z_NgEuJ*=>;qxpd!54Eu$+
zr?k<)nz^pl)G9ox?#NMB+6Z*Gp6PgqtADBMoAV|zbqSPl_LV_SGq=%<Lm-#{Jf1;y
z#fkLX1EF?Ao^BcIMnNxe<m?s5GMa^N%tU(;pOu5QM&?#ZL6O~0A5UBBfDrcP)-syX
zubOcd5(W9}?O?t#v-Q=h?8DykK@$>GLv}yU(DwPu+VSXm5c?ugE7V^`y`o?ccB`1D
zkfsl#df12j59mZnD!X+Q{~(MF4t7)|JIZ!`!MP=_;;Rmha(ljy#xlP0qaey(L8U9r
zOEyO)OVr0*n=fOz-nuz-PB&h7p0a=5rfN@d>`E-ScQh9C6`;S|4@@p0`Qaj;d@i)i
z2P3n&ggN6RqwFwdUo-+}BW+WQ7I_6BM#v<1sdSeLG7w3&ZMe5I<e~>>-q5bZ6M|R=
zo@;y5JT&>k@@r}0(DMqVt@|Nq0K$qgAvq_YMOXEdzES^H@W;4-Lh1=3tg6uhsEfwG
zzi&a8cf}sr#9)JWB#XP+Nq~*_s}*^o?-f)_V{$%uYr8DQK4><Xx@WxZw%VJe-kcb&
zfuGsrGF0K3$M4=sHcdaj&TQEtGtw3czqYdMSLSYSj7U|8ePgbWrFl7CRAjs$6jQT;
znSxRRr}c4YNGb7;RXJxJ<($+SWe>e24djvb4u5&ZHa;+;+i>Er?+f9=Bi^F-eK)9T
zKD)X2@}J-9NSl46y(Mc45Uu*<?`H&G2ZP4E<^ePLj!phR${N9-_E6ZUWlGw+s6KvE
zHmp%9Z6eRKR<${NHO`o{vie<r3LjR`0~3{7j+xHFP;)jhs}`el+tETlXQ#Jv<14{s
zq$rO_-_CFAElKA$YgEBfcX{{sC_hZkh0`?Yt)^9Dzzkd!$Cc&U`1uCv5$};c7j}e9
z)gwws>iyoQG(WqqhUZ#d{R7p4P1eZ#Hz>$66Wl0e6*V-hJ$+`^T2pp;+K0teoXazl
zvvhh>V15RbW+8TN`K<Ju^fM3Yiesd^9}#y}mS6WKeS6jlO%-{^rgWNtW42A!f~gCx
z;lKuUi35u(-!V1@I^L3mLN=mSJpG}ZiRCaj2S<CR3{=A^ENhEco}*&;BsB?(z-*N$
zK_wxozQ_k8qz6DE9tn_bK!c?Y3OwiXR(}A!9!`wWt)AOq6YEgJcXx1^<t<=(C+yWD
zFn!9Z?8x8C{@(4~VKZMntzEG@`M`W$SN{C%g;6O{suWb7DbIWOyl+;zm*eq^<W+G~
z|D8kyL8IeR?VaSwcz;V-*|iMh=owPSyx)H7_k0`^$1HAiS*lQ$NG)zsx3#aJLDOHb
zBOuOtl6s*W^W&LTJI)f{HpZARLwiB0S9`OUV3n54eQ^3C^vG{t;(Wnd$S`x*Pl#|)
z6W3^d4|RVHvrSLQ_3CzMe62ReM@QwS_}9!t@;QTvx9w2Nf;a7tWM+|yMMEpicyg7N
zQ8XQ@hjDBV|C9v>o$K78@J1t$Q>uD#LkCXrmprO(bBMOI-9BmqL3yHKT9QkfX<h*s
z%kJ(-+##N3e(h>oV71`C(onMFyW#h_i)eT4SwaBfU*HtUKldP}v9fZyf6rRF!Lsmp
zZa6=VWA>rEtD@29*bHl!8oP|dE1aSP$<_s2=5T`LMSPFPu7)ADg$eEi6I;f4n26H!
zq*_%a`7y4{ewpNX1b>(OU6SCzfjd8-gxNgz^=W>YFzIzY-7=Az6l!;P{{EtSWn9Sr
zkuh#Rlap#ZmrHDY!wdMLbyPk)0Y1MHzyt9Gt>}8~_!t}vqPErAhc|EbQGJbiEId|b
z&Te!^J$c8McrM}!c^*YNQ=MgOuH;B#<e+~GMov6(o`PA&x!sl3(RVHtO10A_9!%N!
z4X<h;1Y&T&PoL)3_l4C~G^^M}L+0qFjN-x5O6pf6{EfwT9?Wm1LcN6x)UglcW=gXX
zXHQcwhkwIa>sKt0-pW??;@y^00m<ME6s7iOATd{#U7ZZ0ZnO8HX{(hlGmI$U3J|zm
z-=8ueGsqBD%-U8;|7f>b6%MT4<5l3xVpX0tbpj2w^Zpyv1qODLk9wE*1?EXo<C@vf
z85KdLZC1fYFc<FV0rhE3fU$<WKneDOA4HYDWG6}&!FM)+*?-E43f8W27`&~f?~%Hv
zAE^;V{Ug?*ALK~g0T+4KX<Wv-LBZ2BcvA9!D^8t0QAPO{LH1a$bQ&`vB<|MZ@G2=b
z0h0N0Pt@~<Yxwgt8l_{EtA>kg4Xa>BraC!<)pB*u#zWyV(g;D^-W`nQQt^v%xVkR;
zP#%LI4h+US@_JOxg8@e!*P59@BATn5Qbqi3ir6g<mFN6_CEdTEQ9SXFv<i1t{H48>
zFJJ3!`O5Nn3AA1~Ggs0*wZ8M6>ni_V8MZZ*;I>=NoXI<D@ILpKM$JXxMoEwu7)vkz
z5dq)^cDu-%*}d?8@u)WBIF;^cXJJiLRpHLI*KYtct~tnm*y@85BF0=5BZVOj8mlPf
zehZA<F`n&`j<?@w%k@9qkm;JM{23<1o3K`$yNTUfn=tis?f1FsScKy>6}h!_ch5Nx
zVSLii=g1gT#q`iBFSBz=uF{Vhg`N5{|H;e|Qurw*{6J)kA%@0PV^*RFax{T?`KkW?
z=qg2wsmH9-J}H?;7O$rfAq<e{gE3fJ=XH-HG&li$^L+HBJ!h|jX>4}k6ZzD&hAPJt
z+w3RO2b<F;E%}-;Q6q|V4g-`-NDT@vPUEGFi;I1F<}i9M8wbm^<|x-k2ft$hE%(ge
z71eNpK%DXPL@T3j+TvO51Axa@`TP^|es#x<(LG7$&xYs0)w<u3J|&`qzn;F2xXtwY
zks<p@UrzyEHt{Ty8r@X#yw_Ly1%Gyx?rRdsmdX53iA$K_LdgxpGKR@cK<ogR&NxLH
zn$MwIHH7J-ERdiJmR6p8=kd5$f~w3;puS<WpGTUPR-~{^{vfCMt8<(sYf_P}@mQB$
zfH>s$0E@lqoG_CC84RrHV2se51q>(VOkEg+Rk-LBfSRZv=PGf3hikd%eZV69qu-co
zl^$rn9xRib1hukBl7<s9Vr>8IjTBf_J^LJ0XlhiOSl)N>uWoJb6se0;v{_20FK?f2
zGjw$&oNbE4h3_EEy2xHUXUh>U?AIlw((~=AUw@1jZD~}F@6aDtm#R%v$f-|=Lzy<4
zNx_(*TGJ%j?$b<WaQ&C=N^u^K2DEkkjjefk-o3^r791uU<e=GP!LN6tv`$5oJ0*L?
z`!=pWtdG5FoRp6Jvpi~6MOdr-cT+xmbf1<xe*J{xu4Erac}?Hww|?B>Z8kTP{rp|d
z9ZEZGIqhEd#o(Zm&*<>BI#;usX2Qu}*6(lR`bAE_%BG?7_9M8iWt{&7;sB9XInlo^
zzW$jLtIDxjpG@?ab5yY0<-4>Oq77~hs9yV<f7%Pxm}_hCpYoFY|J}SK2PY>V*Z<B-
za`15T{g=GtlE0U~;nMpf_{r|K*;vyT!=^72lG{vVF}2<_ZTr-TwL_kJLy4D4Uw+5P
zXGh|WGe<}i;i8z0Dp1hYh{56-$b@K&Gq$v-QN(9z5H-Au9FrA%G6?Jy-JbdLa<Bb%
z;xqkvw)s2f3B-`c>qz+7mqUqKgRh}HNI1nLLpL-Rq0RBJsi8Ln^N?y{nbl-)08C+F
z>f=4afnUdgnVQ>dUKx}eG1k6&ix+KbR*akf(|qdak{KkA_9=1&ZD^j!M7G0S`S0WE
zaaud(W8I|*=g=){P0_Ch;wbY|3BY8)<ot9uYVr?GaS0nK7+X4pc_pd0=42RGcFH!_
z#!t5Q<S6Osn?K&ip0V#1gOcGAK(D|4HOA!rYeVO4y2#VqA6!@EIz+NF3+Yi)3AlSE
z4nIK;bURxVzocs_(<@OzE;X?Aje1tRvDFY4+T&yo%+rc?N=|<EyZ+r*Kl03d?SvJG
z_lENP<=Uw)DU2Le6eTb`JX*p(EghyH*xdl_v%BCmV-a<=nLLGWIzTS}nc5Z#A!MqL
zI~d!CTyp)gfgZEoyC17o(dH&G<_~yv1o8s<<mN&K@B^<7LL7mfE{$n%q#*lab7FuY
zcy$0`1>|vQ42gRH)$E(I0KRr0xi#j-X@hDG%;5nOV7*}oCLj#-$+<B-E)e+Ip*H|A
z2l|5bh9D9^-;R@`lDIf{(B$#wA!#}QDQI%Pq#zCqn*3$X18@LM?v-T3;RAEQ*<+AT
zz<)OCpd=*D7kJi@JuRIaX8^S8$R37h0e^ri_exUZP=Mvm>eJGMfHF|Jv-+eo79awI
z>zpzpO$Gpi;5tTsea?$x26BL}-BS9c1pp$z`3||mfr*HyI9y;VSZ;4%O8PSZ8Pw4c
zeLOH05f;Y>ya26sG`O1m8kmfTL8Ss90PjI39kZ^*za*w2Vo_-TC_rkU6c7$5r-YOS
zQgUXWhO~qH2O$i=4+vxh^p+M^-|>tHFmb){0)7lb03iQqh&9N693l@C`L$;O6xrLW
z2l<ae5J7JdaiVTFB7mU1y(Ccg2&4=2782*x;hh)P-r=1V$J_BN45)Xz5d<3V@3n)v
z$01Ch?n#JKhj&aI0PGzScMN{!2K4Uj@dFDF_p(4jgOCM~5Cnn@4D5%bfrR=YE<m#5
zJ$4}3;T{%{>}ZbwfZ@VE3{eM?9qd5^6P;bM<LCjUAgPXyZ*hM*I<n&YI{1blTcAw{
zWCq-k7AM&8ObBRqyU_$X?(gXU(Oq3o0laQEI6%j}JsDu&Bm@og79DpE?nsRL3hs!E
zs|I((#*w?a&;WFuZ(xDw&My3bEEo0xNErw;0D*u&Ly!m%s1Fhdd~|X7SCI+IAAuMH
zADtWX;*3BS2j+-?4e;tPL<iXB+?W%m46;8khXtI2^+q5Dz-4EwBXe#*b%)*<1O=Gs
z))*g02}A%B?3yzG-a+>+jp1<+(7kJ8bX)}J-g$0H8UR4;$exjoj#B{&bYzb}K)@qs
z_PjWKP>bu_fHWt76P(>IjRQykaXG68WnX2E455}VaFbo+lro^tir@=~=4wRDvY{4?
z*f?=Pf=7j!Tk__BGJ=Gc(X^_vnU`}1zOy_shJ+4gwt4zCIHd{9u993}bogaXgAp5+
ziKa;P?71@=4Jy|<^On>(6qyM^mN;5&iU~|qG!7!umUMN|QV|(N0v4-7Uws>_(ujCp
z0uRnJ^OoQ_e;G=df_MRfDT~Ev8(=AaycMUN1y`IpQ)y;p7vak6q>a_$R_N>}8D(`Z
zCW!>~CuTL+QePPlW(NT#fTh;N_!3+0unpsc{#0cwUcIGOzYR*MtIU^4J%&<jtFml$
ztWpW9nqYMirmPYAEcIY@^iq2n{dkTXThY=_R-6SXN$NzL1>>U=<30psYzkKCL!(pl
z?74iz(+Z{sv9#0T^o1#D(gFmKMma$$Vk#!ZW;TvyIUFh~Dp<t@&UyCvCN4B8ZYpgq
zGoXkOp|TAk1A#oVh9zYPR*HPKB^RYN*0BDGq0A1O0A&6HB4NV$N>^G>@J@Ahb{~&y
zB4b2a)Z09}LlDq^;+FYHh#D|{LS3q=w>}atVxAK8<({$>gWx^l%L^xJ&x}Nnd9f&m
zZ_->B^Cd?7wpof3r*GU`Ui`MHe&CEmJ?E<tS0FU-u+`?xf7XexXZ*8?**!<;4x4Yx
z7oU_lROVYBnO>`VCYhN=<{6GxnmGT+xrO*bbNA3WR=sID{S#!F5kleVc`}Q8`Z)ja
zxxx5EcHihZf(f7W2r|ois8XtUblHN|juV?jFecYH{lH0}%oBTO)|_xWI(w(!*-#DZ
zCZy&qf3AS}5?w~r!d<ZR8%JltTx~o$M`r|KSC0M*a%rC4dP02Q<Oza|s5yL{b@4fY
z(ZmT+rYCo^D_$viQwtNJQU3{IJUUxv{$Y1~gbabv_zAWQfU}eS>|~_XgusIt-l)$e
zXtD8AaX|cZl7Ivfnk=cFefV8TqU)@&jGx}kR?X%=-IgYbTdwuTI$5_Q%<0G&5;$13
z#N=#`#yXj{h@24wXLwAm8f3bmm9mvC#p|#ejE&ctw&X9_6EcYm*(4v5{GW;iY)#m;
zMbAli&IwPt^ZqFU%Ao3b95-X2urvKH-I67s?hPEt>{l8dOYNTo7my}wVA#bCABI>p
zGS|i%l(?+QAx$xJrOkc9U&Bq<h-(?P*@P5D+HCq1z1nQDRRZn4!YEtg{u6U0t=-^H
zvFu?9&C+GZ@E?TQ(zWg++8jTk4Xi1+XzVUwGGuFoi#RfM#w)4qrlc*|C-iY!=TVvB
z4Nk+g`slym%~*U(o}llGKV%!X8g3%^!g0$v9&J#SHBb1GJ;i0knL&8R!9*s*Py^y9
zrIvA&iHXN9$uwSdmu86*zfqsSPEJb+QzxPNCv_&%FYwIF^OK`PqobpJu4noxq;ZQJ
z^K2TN8jbl1nVSFFYGpoCg<v78<YxKO(@w$`y4)2V8=g1?YxebGK5_4TAp66=!9HW(
z1R;Jzwy<J;kUW2S#^sB7Rt-){dBhqBf){}kf%-5vxO!=}jW`b2RqZ1WdBS`GK4bI=
z_H7{b!Uy7b!#)dNce=D5dkue{`MSG9G+3yc5IDosH!<7Gjv&Me%?iUx@$NJ9zTPo>
z$8>UB^ey6}%q8QPa9?3&VHmHlB7Q=cPVEuU@I-wLhnX*w_%sqS5-f{GER;mR<4eY4
ze@nt?|0o0(4=s!Jm*N^~K9S;*ZLg${9uxX%<@fbw#m*^Mw|B!WDKP0cIk5iNaTmCI
z+*i;?+Bb9WQ@GJD3hyYHW7v=QP%Ydpw)5#7XP5Sb*zA0y!2{O*9m!<{b_IF`W(7(Y
zR=0Q)!|b=hmi-J~Cx0RNNv0qAN#GF}<W+Gj!7%6+qV;QyRm=M^B2x00oCv)Du#U6t
zXQL|DD?9t!<+trt^VgYTVW%tPb*;{=;(}tMD9=dG@V1CH@^yRxT4Slq7yv>=WE<H!
zwuXJoMw3t6{UQFZS^Q$NIJFLG%rX24{NMOv4g4+aEvK`?m}`7q``5#xGSVKF`(4D+
zP3p4=%4DM5a|QEo=vUh|EnE&rwWzhCEx;DfwcJ@oE$1(g+u2yj3CRgY1WCy#1W8yt
zMag%(fMOcFo?=LpuVfsfuLLT_LwF}srvz$pP@uFmy?Z6+qWT<Ju2-cnSB1H!4bR>N
zqk&{IdTXQsqg7-s#?+^&N*fgJy*>F<nz1};eH(Zyx?<WPmPNeIuq&^vZ(Vppq%P!M
ziac&5bn25lbVv_w*x???$26c6iX0=>&Y>bE!S*qdzvge`d!li=t6?{5FUmu<F1`h+
zVa9pQwQ0s1X4Vd{`z0JN2Er=eddDs>C()B6?cXLTK~mKHOuK}s@YJ?yN71|2T=Gfd
zNg3%<n03?zA<OJ&IV(hSlSTwsz!*#S*(Xy!RVfeo@Ni#z&jgeKj80kj#-E(nE9={X
z0{}8UvD9+|sxeX{_0!${gU+kvQMRT2q8hp?+R=GZy>8oyaxq<JqQ;+J-!~cg$=bVZ
zu%@i~?F+f$#5ozAczl#T2jp?di)+rM(>Bjp;GS-LS9e87h%T<1<eI#+=QtPkW!I|y
zRtgAvU4Jbv5~*)E-Ko1{>rr_e3z>@Jg{R;}JP-}<j9}r4254Nj+j0)vlOvf)X#V^Q
zX`<XoRrVgU%6|FHdiz&A_WG|l>EDTJJ_R<Z&T`dQz^?vLpeebt2-~N8#0&UGsICyB
zJ{42M2GUgod-yh}yb$F+1XJM#bUoA>=z%^vQ@jRjJ!odcOlZkI3N|Qa_}35-Q{)DM
z6L@@R)DW^F;u9ErsJjr%S!8#pyI@aKARA&fS_^b@uuc)Y4T2R6XE1FMmJQTdh=8d8
zCY)Uektq=yUM0ehV1*)>Y?yS|FJcU8Fu1VNVw7r72e3Y3KujptV0#MGQMflTgk<#R
zU@i*0YZx*LcsYbrDBffwYA7HDnKKMJ1$qN4PaldN6sIXnd@%GZtbiD*4HS0~OnR{S
zEA=*w7#v)1vN*KM02~{-KdL`$KFkNaKiV74Gs-jKHO;lxu2UbN@3_ypucA+W7iZUE
zmuk1ZFRBl*&m>qB_BU)0%m-38VmIm=v^SzRu{Wys|C~nx*Mhs;yX}3|egEcApHpyF
zFdzgFd>mo|+Y3_&TL>SBECefrCIp`k6$mYaECfx0NQOuTO9oE{O@@#NjR9@Zr@kw`
z3%!fvOb`uIDhAg<-ht5p=s@Iy+eF)he<SI@>41GEbQZkU+~wKT*`;tsb>_VOH(7RN
zc1QZq`jUdrL(YT0hI|dK4yg_%htY-6g%X8AhsuJ@f~M*#>!ay|^hx(cSUSHpI72V~
z|6!Ifg>4|yL#%;chB7ndZa~pPu7S#god~8h#Uy~rgn1Vu{~!OD-NVEMM~Gp}qPat(
z2ET|QoxlkM`}BcK(b<Tz;agx>#5mb-vZ1-46U1QER1yA8RGj{OJoEV5u6y0v9T@I7
zq2e@Y^TkLJe;-x#EDt%S<Mo17ECp<dw<Z;N^ZT=FFi4q<&MCFbQgjjRfC3!0DgF5X
z`Ih-*i@)rH6&6P@{cE(iKx}=;8gh;hw~y-{x~Y<_0Mn6O_yx-EoNW1tgNmJ)Kkj>H
z@)JYZ<1+59`lZhtHSb0Q--IG)bfx3d4!M|(KRINIo}xZX;XJ8s`b@)5LcC^tM<tq~
z?^8wQlg`PhnMM`7t+<iXxGif*4B}c2XD2ZKFUIb%Ig{{j&~RpA+s+-^HYc`iPbPLU
zv2EM7HL-0ccWgV^{GWYlQME6&s;jF%z*Sw{SD(M5wfuEb^-R3KyUqISN&xPtS$&Yr
zV9&!$h7oakvk-zE@%ptL&#I71ysinyDyru;`S7{;m>ic2kJ4lO-3;?lf_MGigwbOH
z>`0JBQ^Y74P^od{DTJOc%Q{d;oL++G>#vSbw>%*y#etLq*$Z(S%*QT{!*|jB4)w7o
z?lA9aRFksrEAyMYC3kuTWtrp<LsM6xnj$8)WE2$0?;zl=@OS{?HO~9*qh99m-s9PT
zquTvTlg(^v!(~m|a~IxY6Hs@yh46L3Q!%iVN?7*v2%vbF`c;Wvn#5O!bs0uuZz_}1
zCU*+(fLG6S%<3HY!jP^>eLW$6j_?eAJ?9?yc-}Uep0aQ5j(!INT&r~|*C;vTvMRTX
zyq-U2$RF`hmV6{`$oT{}w<ahIrVVcRwepNkGc{k4hm7z&yNc&jX`Ffk_1X?dOcF&$
z4IRMfUWmA)hJepsR2M!I_}g@joMtp0YhxlnEO#tEAd>?g%VfgyurYzy#(v!jsslZS
zPyD-oW~}4v0>x}gb|2gW-V6E*n|mB@&<yPD8w0XOSf|W)QjQv_&_nDy_{Qlj`NGc>
zck*0)&eS+0Yr^#TA>c)Y8Ww<;`R?Jc4qTp-sh2q(fVd@SoI`ftk|STrezE8iaS9iR
z=X5Z+rLjcjw0?&_2oGB)7l3`#aoRnU#pS5fZ*h@zdniw$NoK&s(P=lazse8d+tkgQ
zigv$nJev5OvA8zJ>nN^lEaJU+Z(uvwShlE|gswa`4s(0w(D06Z(#;w}GiAku`@mf#
zUZq4$dOq!l>n-cO723m)fBj}QHBn%wFF^7-9ey0)hP>$XJ3BNb`AlMtiz{HH?VN`z
zfY$ulNv>}%ORD(rzysHNYvc}||0;E6ehb_?w{Q6(Dl^eJqY~YR%RrQf4V|nrsu~@B
zD|F__Hj>p=muYTgIW~nR^3?gE`;}N%j~;vRg!n-rj&}Q1k+?!UHYjybgN+&`D$d77
zbj;$MFml57%F5<XNwLegeW6}6y5ge5LOtEp7}Ti@{ay4S0b!fhgmCgBI9xz?-=~-^
zav5Qec;Qf7Tm)cAkaT?+X>{wQ8x{dC9QcZZ1NcEmy~KTW4+({A8a#M}{{ks=;7uVQ
zR5cxb5;IuJO#4N|8mG5s$src#Qw@C@jI;Nuq-?26j|&@L1SJ~0-l4G~o!nkPs)2MI
z9qP?`z$tGZXfehp&!yWr4LQyJit}dVtF7Kj(l6cR-e#fs!T`u05p3rmd3j4lsLb6E
zVBNFsMgNyl*g%6~^B3xIICGU#OXKhRhj(je(gOU2Zrso9*I$`6(eAj&jPbLr^##)O
z|BP?}_7BK&97r_iR2HI|PH{uXYmANl3&}NIXT(a(FP9c&%igVliSfU+VnQ1TqW0|Y
zPH=QEZtmM4X9ZH+J2uMV3^+EHFV1jIi>rVQqV?N@!@EHciPF1k-3b}yL#7f7*f@46
z$I0!M*2MqT13C0JRY)~Rs4)uZv^W;m$y%YOgXO~xa!>JipnhRLuqa|h=0C7(mK|^0
zp81x>XXt*n%d?r)2|tq*zT4%u%&RJ#aao$g3tK!Z&I<n{EHS}qgNZfY>XKjH$c_-@
zxp|XZ33?)W)le5=_2eXb+y|6v;q-Qa6Avyg!CssE_jx-T^lO|8%MNeNF3-m|<r`~t
zdUNh_p+)MojZl)d7w3CFJZ{k}VMZ>bGE@<!WBW@2Sb7pRCK8ygV%q?KfCAC6T-{YZ
z>Jed0UrkpNx!iS3O`PkZIgi7GXsb}-riL1Vf);3&lA5yZqb9cu@z-JUkd)|1hycJD
z?wgv5p-$v;I;4abzOM3Y>#b<*a96_8ptx4h(iC?pisWXgd~2aME2Yld?EFJ)5YiP{
zmaZbQ`J}h=X2Hp?GmjDJUkcIamb6iYnw_kIbdw^2fFoA{G*S}{In@zl2R8#5A_u(j
zKu$ln$S~R|k|W%QaYD2KI|_&)G+MF|I!dGxL;HSOS2fxe2r7(phe!kBzFor83B7Yt
z#!_VnHX+*?A{?>SM0QCurr}t1n%I7bKFU@JLsa#@7QFEUix8WLqsbZzOomuomK%(f
z!}Vc-W<29a{PDVOP-q?g3i8W_pnl#j_*|#Qu*#v<;ICL1>Ec&J7rq@G>XG-(^Q!@z
zv+6e#qG0;)VWHhP3mT@O$6g}N$XzwjL(6l|S{OC?H&*((qJLm4&Y5J|0p9#F16azs
zZX2^vmv(vm+7s8&vT`miMf_L%t6AYpJy6Fd;TE78$BEc<BOC$wh_fst{h%L>1f+p&
zk#c;Kpqp6d8$|W25{<RFQJR9$<ZW>Hc9g7tyMqy^QV7L~m^biG5M~fBv?Q&84_YK9
z#WmFVw=5Y_0w1~lm&h44snI$nQOC^m#f4&<za%gt>;a*O{o%qjzib63A-#U#9N+yr
zI|krmjoZ}C%=(0;5>LFqe8s|L@g)B`HkHKoD4@@u3=w))teXBlmv!u-dE7W0?`c4I
zHIwB_M7^80F{^=W2`RBu!G6+<A6PC?l%_p0F;BPPI|@`azAIXhN<?B$erRlJxbqo#
zp?5OcSTb9nHQD<QmY*cy?zqZ88z;EFy39~T_uM*oJ3SP9#IzFr6C~RNY)6IC!T}Gg
zx^b-&3nau@hrV?FzDOJMPA<UEoBXA>HdxyQejeHu!dBLps$@pt83-N5VGv@lF$Mg@
z#fR>vSmareb<7)cJZPJE@=i0@b0Tk-86T3MU35|x7WtJT0<~jDTK~SW6F%QZPRe1(
zk{X9N;_Jf-m-VFH1~9yrAsyGWh;WnW#L!QQ>E2Z$i-gEUym0c+$bBnVo)u!@-MP>T
zpF((IeTZU>+7aml{h$<oGdNEmu?9U#9cV>jMA$_-4H~)DvD0s9LDW{x>!M*>jGBdd
zq(6%R^Zsz6N{yHv-qxX&%>6`O8<gbWU%*#1Hq=@Y07?(~2ekfPt#NqUnP06XzKlcO
z{w10Xl^%<I_<`jznRwm8zjH>IuWjL#-QxR;em(GXY%A}<k>iyyIYdGG)Kv%5=R+)c
zuEh_Tu=3#%d<Xh0)OJ9d%b%(hvm)f50AmlLG`enFr-SlS2eQ9@hGi*ku!guT#N<dY
zNY!L|uSE^_z6>0GM4a=FWKDp!*yN$J*x{}4ty_K@I~a+P7dVRId?+I#3+}u85f!I=
z+AQ1?#O%XHV<QKNk-O<6AjPg&jESul!gvq~z(8_~)K4<1j@yku=g?oWjVq5v-kKM(
zQD8yzAqA>g`YT|HG-%Fll*E$iL@_a*{{(j~V*e9XH2??^Xs4hOOK`*G5RfRfHu(07
zn!rQ{k*C7%?QfJIF(cSat2@^DEvQND4|C~z*O)R=0>^9^L-?um^H$G>y>14Ap0x#J
zO#8i%zdx7A0X{jULkxJb&whlSeDruoECVrxRdbSq`(vu*V2fv`gXzB~Th?%$u{{Dl
z%|04}L5IM}Gfq(N_7BZzm*?V9GYV7e_sIIx$SeU3qYrVgpt>;zT^S)U<tPMhy|Xj9
zqsjv03;QBnoYPA?imu)>l}J$%sHoQ765}e6q}F$-v95(`-XQW;R>RxazIg`kSqaT!
z{t3c;>sMWO*#{Arl}X@aS6#1q$k`jiWH>Rwij5PltUBan2!UkQbaaFZ!PWu!uYy?O
zI!%59m_HfN!1SPcWpZmvwQGyDOb61wb5Xei>2b_)=8pq1vOzW@&9dzjGn9kYxmzkW
zB}w~mN@9wLGGt4QSiR3?iFB4~l&4p#qZCSIlu3K>BqbS#)!Sk-4Q>oGnMrvyX{)5d
zh0=!Ng`%cl-1#j9?F9TOlMHcVX&3JJs?!^eq+(@X<@D|{^}wDsaV1rTa@iE0!ue2`
zBrDp%q*&#wHQsHT7Rq~<h{ZC+^~&JNV6lBnuK3a@(vW~v9J_$&E1@rxoewk=!SSyI
z5B}6+d(A-hm_eECNH<69>%+x;TbT(&Gcs=fU#?(rmw%2OEf00lxl+ugiqgI>H;j##
zrl?{BKxE&^j1ve6#O1D!LgF;dfRMgHlc)!Xhye4^R10Vv#M78FF>j;86fv>Wd!`@T
za#jrZsP_e@a!Q`{YQLAI@^YW}Uas4p7eP=PvwkMY%$qHdVVL@02SdX)*^}B>sw>mX
zGEU^WTOR~h71H6FD?KaCznd=2-Nvi1CI+zEhm$5AM)2n(HP?JZsz7CjbAjTfQ(Q(&
zPeo(CXVhR*x<C{kCDK_<q+`if9$SWGm*%KvGx8V@ojzj9sk$z{1<B4QPgjiEyD_7`
zG4r)$@vPtSn5(Qfncgjh3-?vl7l!HSKV;stRJ0d+kW<GO8z{gO`rbMQ38ncf632x0
zOBQk?-H~WKk~}B$Uz0p5pNete>%sAoCmZOr2mXvS?TN*0a-}4|aQKByg?1~^bjKvB
z$0tdQ#^|c4$MYj5s<{2SsI`ArrNdWdgb$_JHIZs4FtdM`*>*QImJq&x6wmc%_4jzI
zsCZ^rl)qA&Z$;_4g>MO<4>`r3fBLoS9}zX1eIHpz`qSrWcysibkE7mTc{X{AI29GE
zM^u^HR4~^aBAgr*ZmWagdhw%DgH}m=w3ZILvW`n}$K4}?kHcBZ6N7`B;|95BJ{|pN
z^(5_xP3LjgW(NVEU3*V&O?|O~FJ0!lN}cWrSrgE<jgW$ZEKRr3wcX;%X?E*mu1}I4
zmKTVFS|tQ<=T*KogJ5}ME|PJaXfas*@56yxDt&lh4**^yOyyO?6Q8W6sc=`D+b>g$
zT3?WaZ-2dE@q?H4ZF#IXS3};rspV<lq+04DOWc+ht5`gdEjFZoOlmVV)|*skRZ);m
zte=tWX%Y2@m2`H<=j8Z-a%JPwoLa1BP12(|H&305B4slTD@0SC(amS}qN`n%?S}jE
z%z~~dYK>MEOqCGLMyczXQ**hPG-O2e8?fZg^NQQubi6xnNHoi+j&HU4=IG5lhPV0m
z(+w<6d_oYu<%vs+YC#?8D*1WXCy+HI?<sq_=H;gBmv24;4^xyue7E^+;ys*M5^22b
z?>t+k^y+YTOj=KMvqmTlf-eW|&WijC6g%1Ci)5K~x>X}an1=Y1$auJEi7>VRZmA;X
zXU1eio;7%4rSW30ydBlm4vfQnqf<ll$qzxSReaX3xLTcF)o};`+&8DlyEJZgP|5}K
zp^kf*KkHrVHA`#Cs3=PNtXyIKfD+q-bj?*n6^7%<u7jb~@r=2miZ?qg9%mB5-)hv0
z5K()Vm8{NQ7y0<Ghn3W9QC~FHLm(a&#P7FB%m`l;y*5iC4X}adUVT?6?>EB5$|EGg
zkGwfs>Acf8N^|4oO{!{380auvx8wK=Ia!ervGXT_PTZ=uzb4SY5`fZoZ{sCUKextD
z>QNb>ocM$ZnuxmWRMzU}J5Lb0jP^FeT9P0nJfzCED_LPaP@ixYl4<qBx671w#Tn(w
z8cN7KnX6#>MGJ@0EYzfMy3`VfhMORo3Rx+*2NCL)PS|Nkn-p2%NIPqoNVb43(E?(g
zefgsaN>%rGRDDqc>bDOblg`=g{@ju^Q4DMbq{(wkny13^$yyT_h8Si?z7VpcEb}s8
zpm|mD<rcm|YS$r7#R=Hpl!SSv<wK&fj8iyYXjDy!;fur4;Qn=*=>mM_GJhZ^8H%7S
zEyIB^x7x*BrWVSv{wuGup797JTksK{FL-VwwXH4ne;=~;#`6CSc3tKw5;7zX37{80
z&Y1*EF-oFl!mLcle^O>{8>K#~rLH-n4`86-nKZ<$Nw1Sdvqx;}s|}?~5X6$1Hri!v
z(JoM0;Bqb4%sC~arO3xw(Mev4#+1E=T(Gb=9WB~?zKm^7<*z2qzh*?h;RLAVxhzlW
ztF8G;mV7;e!Us5KU$)IJ%Q|Ai9Ulf~uN6lYo6eh8*^OFIXK5eGJ(5||LLUYKMfL0X
zI2v2-M7{KEU6dtsK|M?m*G6dgB7$~PZaHO1?khsEJa=5ndin?n{CXtKY(N4Ie!wM{
zh;b2M_Y%(jOf$~sx1eQ&E)GQG70R+NhK#6j8`vW8))DQgFJ+se9m7XeDOh7~hXFrk
z#TLXJC>}x8m^<l($Ki!03{3mM)AWbc#*QkUA3+&_r~uHi0+&|8)s6?Uod_^U-Hu!r
z8M<>fkV@()mdT~At*OrVZYr$a!*e)6uHla9XeC*&q_dO+mp5mn;GAb^arLkpD4Z?K
z*)D-qFcAY*F*cmt#)D$6Dw|1*+hkl)=;jmBlRWOb!QVQ5p8Uue%8tz5hOF5NJo@KT
zxfwIUx2>#Acf6U@*rPtjRyy~SP<@U-PqM@Jp#S+6i5Pt12%Jehz*K!aQrO{JnTiZ+
z&z;I%E3BDtqLDdH87r*-50J25St!mFD-n?iy-8~FayFkg`uk|*WQEUgoKF@Ls7pt#
z_4rGJUZzA`CYqA&NxwNaXWlm=>qf1)HWXp>O2D%&hh(#`nS5|I>o5`*13{;osKV_8
zF=b+vP-WO%2U;)VG5VDczDZXZ1+VC?q(lyu-IUy5NQIKo__uY&cC)Y3$zcdX>Z}IC
z>7qDy9M0l?6h3S*{U*N63J2?Cva&wd)#JYo4g)>to!WQ6Y6lniLDRw67+DAAXOriy
zY6l<N^3Rk5rK|d=GT#2&>Gw0g;NFWLali8j1g8YcNR}4+9Ac9DDIvbgP5)OOHnyiU
z!@(q&n^s{rNn%PgNpQOtZ5_ggw51HugvSEXHlC;YP0Op`C@(E4AD-U!=1!g@Tq4=H
zHyO7In|}RkwUuon2X8cTa@cM*nzZ;v!XU$l-wnqqBsI!iHmm9{O4Fx(D>kF}Jk28!
z(Gw1BbPIFvY0&$#iNy~WeSL>N1GH-5MJ1~ka(akcFQ=kZl{xV6G@NbqxA5npZRar-
z3&ZkL)7IL(eYyd&dF*5>kuD8FIXm^s=XmRFFL`&kxa^xNrrWNvpOtx3PHH`WZWCv!
zX?s5msM``ezAUQjqV2Ne9p?04zXA@>brIGNt~;E>g)}ZF9e6j+yfilc;`@WvQ3llr
zj~DgcdV@SWy8F0(e|#1wy_@NPe+SDy{N-PydAV1U1vk*{TImW|YA1neQ4INy7W4IX
zzK+UoGbHP>#l_<-7$0>>qC}yf&K*@puS3iBX-==a?nq4?oD!v$Pj!Z`-06qz!U??;
zW#!mtH5jAk7Nfh=3yQ~{4zbu}$Zy<Dtu@P>JMDW2L$%_F?wTA5)>Y$W$mANtcdm!<
ziN^k+VtF2Vj@0<QKxrkVaA&9LnORK{iKtT`f29Z^KR1U3`r6@=!BWzu%MvYZhFI$K
zT)ig?;SdLEL>M@WnKf*&vg!<HS5YxlO+J^M+CSRWJR26j&vEmpu@!Ih-<if78cv_F
zJ@OX>woSbwaeu7GomSJSysEj{IpR1dj(g3g0c!3i%4O4QcC$^_nNTj%JAVe)8P3(#
z^1Ps{0+;Hn_Z)C<X*k%dW;AZfT$)%~_<I~2LG476=%}{RY!s*4^V{+}@@C?fx3~e`
zeM@H3C(UTyNfEen9m4x5H%lK+SSLSioJl1smTh1sC23Q$RTpB7bDGcRG%FX20xTYk
zn8{n()0((#U)Pj~j|3VkH^4$uGGOq|eppz#hG$oUd8`e1wBsFHMx0q1pUt91#}oOJ
z266M0j$4mP{<1rqG_5F<9n2taK8k9J^<<T&&qvHr4ZgtqT7KkQ{y;b(y6ceLAG4#c
zT>ZF;?(VKKU#?tWxnyhc9_~8gM3p-)xP#hs?*wI7lO%Undo)(EZH_fXt*`RmrhJC?
z*9SZ=3P+QgL<qw;<KTfOzp-g-W&b_k(v}OES2|Y7Qp!bjvcE?liEd|&u7<H^=VXq4
zWxK@czKn1TD=?dDCYVfPB!^OTguO%<P$VO_cL%#4^5ET0&fULD@m!FJz=O`vPHa?Q
zja0g&!{O$ZLs^kQ)h0Sv4{f*%E^;kr-|Vp8oL)*+|J`nm>Ne(mnXc-XuFhWAZmm9<
z)>hs}^X`5jg4wim!B>yG@pEgl)6UZLB;MPW?(LOE8uO~)sXf(wfM>T0#R2(YGw#9E
ze;e=2z@RO_Zxu}nJj-~}>33Zm5xJ>w38FB*2nth<30RXKM$hW5t;@^>XxEwGcD^Um
zi<;CHM<fI=vi&+O^H`CUMmuXIXnwPIwIJh(+#RiAfJZDztsqQZ&Xp7`S@orx$AYC;
zU6mYHc|HLiMlv>;Te(uJN)0tdz<SIr5OIm6%hK0fq*!zA*hwn^m)|mnm#P~ihZPp1
zO#mB4%Ub)WF?-p=x5B|=0^GnIY0U5*{`#i>Is{KVBn~^v<TdqLZ6-l4Q_tql{P*l>
z|D0?{c}BD&$A$W(@pCc<w~|5#2oo5x-QTuc!bdCkCtOjH&vj)dLhU21x5~4sIkYph
z3dhro`OUF&jH8gsl0Hw0s-z@v@UG+p47W}WBu>ZFAPW}&O^r=oB-M*uNL71G|A1AU
zM^${7=0x_ZnMQM&lh24J$pnN+gA=5^+8O1uo?n*6VTIA|6~RX70HzeiRfcYBZrx0o
za_PO5cdm<%n4Cx*4+|&90>Q*Yc8j&%>qNOth*msl=90zySO%<v|7vvQPN#wdqcS5~
z@NCW=>fRjRqiDq1h4Z@C0ruw{t-MyQ+2=z2=b=u(q#;vk7KXLI*oDlWHSZwFG*iv3
z#>}#;#*h*@AM$F&4e9ccA_v52ay5NDoBQ!dwIAbE(8=bI-@6R%jRm-SQSKDpED2E*
z`{o#izC7h-0dMYWP0~gZVADCVcI*bPCRpzK0XIVlyU%G>S|CS(b$(eE?%DDg=Q@Mb
zb_6pm_6)<GtzMWRw%}7Je^7^w2H9{TICuoQEg4fgmu-}-BGdW25^jEU#Wkb}q%s5e
z`KaUy7O2r-6Xt2jtEdZ{=WS+zvMm%^i#26&uqCWWOQN3buENV5q80Phvh>f#ucN+u
z*1)Sh9sZ10i^LtYgXe(bGU}>8`}a--B)6YWN+C@`V7g6V(+%2lEIc_);B3lwR7(?-
zBX(fN6P-9LcLkghG-NEJ^9z?Eh2WdqTeQs&O;CPxP5<h(^19V1tI+4HgVvbp__54?
zNim<(qN*i9SD6Z{rXf+Hj>TRRk!vteOPO19|C*7LFbqb+0fS3Y#^N%{$g`@iRR{x>
zKxuO2h=h(-Jcyq!>1_4iQU~?h+Ij+>V0v1>DqA#f{pBg8t4xP0;N+_%<*YqdQ-V#6
zPpPGP*#NMteVuGRa((DdvSWD_s|`1=%oP;v@~}5v>9NxF8;$2QTtqivH~6=aHwmLH
zcvNlaZ>i0BDpG1oWp1(eSbQ7FpKp8Po~O)OIM%4j)|kr>n9HQF0`Qyl1zZ(mybf=B
z(H(Z(HZLkwtHm7Y7v$RcV#f99X7JlhBbj^5>Ik}P>P?08n^;$MS-#t2o&O$*IWPEy
z3$+t(Nc9;<?le6-!eg^(3n`%aTVk^*3n>QVqU#UD<_`zYRen(r0c^{J{bpEL;_-2D
z4creBv5g^VWALw+?|1kz2s+c0bQ)u&<+mS}G#dQ$`QS1PUTk(MpZD)=Aa<t%v=TW(
zj{q*~sS2Je91OU)NDrmq1S^=!(FHU{<oPv6_D(vtL9{vfsM>$QjE1!vgEm7hgb16i
z1+mCg7Q|WM02=xcH-f>=29>O3?@la><!WVrdi@PK$pFo&1ActjT^spxyN~v9Yq{!W
zjp9)T+@>)cRAfndG(bu?_LRwkrZWDy)W$IgZm}}DFc<B7RhllJDmg=$u$FdOh{gT*
zpDmWH0k4NJRcy$%^~kmk3Cu|gu}465CbJY+KQv+<&Fc~<p;IsSR4{OgO&`vK25AcC
zVn>+?&stK@uV1E>V$?Cat|lI>X!HyHi$Z+Cp<7ytCl6}v_8XrDVaiF{hGlrD^{s@f
z9*Q9UdVAO2d3AY!RXOLQdZ&_4ie@A^YrUv+W@2KKnf7Gb#HGaDJm1N)QB7R8qhOJd
zGOqWjSWL<;NR=j!o|!}HV*HfNvsvGml(y39hSH0hRMjw&qLt3#W<>=i;qj#FRIA12
zol)3OrF!$qAE%n;Le71qz5OWv-?OUgDG)zxRV^(wEpfENK_mP|<1QVO=+;&>8qUJs
zIJ%3Q+D;-xr)Bl~+AI-<goDqY%Hi-b4x!W9gguI5FEN?p!Fsf>M*~Ru$xL?YB9*Us
zz<e`zS`4g73u%I!f{^~e-a^&YA;%v%32~nE_UV@KiYfAkL)eoa9PMNFY(pf(^$X+9
z3om=YZo+9CoAnAm{YVZGqj{`>Vdwv2aE)Rs<M9`1fmkz-l6J)DXn%vNR2fW(4ny~p
z7oTr=u+gM~mP=E|rV08!PnD>d06e^kY<j+qSl-U9nr7PLsIv{xyq&II()*b<<5n#a
z2ObS`{7u1~INVnJ#_2B~Tq+46*nT6j$N<%Ipvp-S=elY-r^_49XI!6=N;q|vmYb%f
z{HUxXom8EUsk6)mwHz(lCE8NSD+T}2I%8jcePQc474(hxXfcz;^~hZ5$D?J=^YRUK
zyAPrvdK<zth}B4oO`(Y#GV}O>Y!_)vBBUiQSP)g+EXe13D1pR>a&%vbCYGe;9}kSK
zt7+y*Dm`^Cy*icm970&U{(gFYd=NOJATBw1=i1RAZYjjj3m0{+>_Ra3HdTF(6U$oW
z7W^39`vR#KV)*oYOiu=n1R4#!2wOM#`|fa6NKY{KN(-LWm|lfyn^7FOir4sT&@-~t
z^!W7t^#1IH-rUX$|3MZGFs~9a0TknYY5u>QcfH6VJZdh(G`h>Iyg1o7m$V%FtBg|{
zi|v`%H0Db+cGJ@~+kC!SDFUMhk{BhH6Wpemwj`^|I<1${&Po6J&|9i1>d9MWAguEz
z!_8SaZy(rc?aDNj&X`EeLJw7HFaV5v)_Yn-8cPDg<P<MjF@(Hpe?BSW-7T7U7<<s;
zxo`b8e!KAIjwr&c!VqhtIK2DoQ?SmsPf2Ig2vN=%2%^=Qv+_g)j^!WbCy6QL{-VS|
zbqvrlVs^iAM2@=v0Y17vLD}Y5wV&rwKHud=@$aoF(Iu*Ls4`R}&s7ASGBF{sqMPhY
z0qyi^+TX`B5jZtj%9Gb=9}V=k(7<Z5!GHmta0z=2+HkfQteyeBu>FE^FDbj32y9J$
zwz}tWYiW}|HW#xRxUwCV+`a8#JaL>}*{gNh0oAqM%erTv7xRw$jT%a<ua%Z}Qm+hW
zW9Z}6C$RdPS(=@vk5Lz%7~m{bPbG^Fi*ouZS&0g>%F7;YZk2c0+Vt9rRV^zv*`nt8
zl9tVB+D}_`Bgz_G=eN->9KUVHervNhSkGU7?EdrT3NT%i#$~>p;dFzxAoD6fVnFZX
z5GkHlH_q)A=yW(4O8SD-nw$6ee++Z5GyeY$b1<<pbN+Aqnv;W(>;IbNILL7KQdWKJ
zz4B&|ZlJK8Z<Ng_lue+wOt^fzZMREoZtTOLY(zua(1Jx5Le8}BquvYUzTD}~jfZgZ
z$Bks>j?Rr{zJ%qTC<Wjv+Ka5ePkB>Ni4AKC^lZQ1MDV?Ad0xIwaXodv5!f$|94qCM
z;6lmQLr&vik?&DVLQvxKnxg}}jK-nkY<1YZPSa9b&H<vx&ZpSc$%gzFB*I3~bo$)2
zV0S=IgIxy&gX}|4<>Z{UQ=N&DZUh@{V+%%=>}HVLDHg~n_$c|U;LeLmKb91u59%d)
zTQ?KS(#*$Rw=3h-FgqB@)i7FO8Dz=VFclRCQF-22z^R=@QYkVn@Ico&>Gw2=?n??O
zy|9YF<LJwq<{sj56ui&Vp@|<ee?I7|5|SJ(##_=h_X|1knC*6#`#XwhC#O=Wf@q<B
zpRZEZ$g;2`wm$rJ%H1lE94Y#j8=~gVdKe&4XyEi7%P*$7+ce_#XE@(FHd92CE3j4Y
ze~?f9bJ=UP+A^doIOUKp4oVX#$PD^0v_CLFzhk7{p9cJlh!&9Kpb3B3_sHn={$giM
zb-%#S2IycPD?Q`Q!T$>@dsn!`QV`C6QBi_)zzPh}ED^?EsQjr1<^Vq;6l+X`%=ln(
z%tR<&II{%NWIMA3@v*+MW;^pw++?H0M>?Oa*L%OE6-57yF70m(l0Hea;VNe88{Q4}
z9_60$fPUQ}*d7$MfY3Ym4bvWAAS6@(@EOQ?-a=`B;ybVb8T#}Q7MIHll#c}MJd(c$
z*%IpvaKpX9P;*Chv?J1!=nQs4zkwVO8lVYHLGF?040J=j`6;&tVkEHVK5+GC<*4@1
z4tbg+Tj(944)KO{k7}R>*%R5bcA5fNKKIssz&KO_xdZvfH<lekL?C|tO;|r8?|%mB
z)aD}A_2<MwwuK-ek`M^mNNilmkN8nP5nm3vJP}=rZv?fX+JE!bHa@sUxJER4Y6Enk
z8FgnFNE}9YxJb(YpRm?%-nzL1q7K}iZ4WcF0x1Jo-Do+Z_60q39N9Q@90|9suP9U+
z2@^ms{Em0S(!)h~?m%n=YQ(qq^IN!n3B5zIMz%&eB2fcO2}P2q5v!4iBbft&kwreA
zf2Iy-hO!`=6Uj+r25b0fM029o!PTMFfiZ<@L}Cfv12Bj&NM4a(k?xT1kh(rwNm4Zt
z_s|A(0x@T!j)f<LoJhElE<#sB*#~GvY4X8mBQ1nkNpO%JLb*lh@*xzXkdRbEr9{E=
z@f3q8#S)*5rFUM#k;OuVMSqYG#)XWC0g39xt``W;g7tVyodESnX;7FXpmEW^L<&hV
zp+dG*AhL>x&V5j|k4Jr!sfeJH*aOiGg-A(IkjzARNf3}D7>SLL#PNu6BtnHvN&o$w
z0XRX?2?r<uRG`R&{k+AAfTfAVg;3D`5`Un=iAXGvn1WJ8y<(mb?D1~s_HYN5_iFEH
zZo-dKN_m6-<EVej*NWfrbq@(SlEi-~b^m9q8{|C^ysPO?tPVE8ukYm)<Ci4z75dyu
zs0`QkgdFnD^!;i-O{fg%hIxaqXX`7&N4b4F%=)cfclx>Eclf~HP`f-ro}UwaGwS0j
zt5<cK(xI5h3`7V-kAUo9m!AIW9FcbniZ9wdY`iOu&s3b$ReqamR)l-Bsn_L|RlNa%
zfrL;Bq!<9fw`r|=HB=3{@=#NICV_+qaM=~)LG~HoL^u;U7vv4p6$o_$`8Lr7_V{~{
zUA#SNwl(0t0ri&c6^OQu_o3ClJRd_Yz4$)+c)b@s1t6{P-#cm4+I3@98V4A(9oW`e
zfo-^Thw!0ib$txT%P&#*Ge=D;?>GY(1B;wR`UaB~wTET{Nj}CDjq8DIHG(?PSa%Xn
zf~%&V$9lcuzV|<Si$0I}d&xeJF?t6-k6->q)Se${+?i_}2pdAG@Re7z_>|k$6DUnL
z^Ml`7|3^wzajf!*wMQZxL5K|zBmi><G2t2cAbRrKfOS9|*(7rH+kkd}9JwHB@v{M4
zg>k5GXnPQk#TBfEd?6cgCR+B_0j&oITE*)B)hW{Wy$R<)HbNdtBUp~U@w8#joTAZo
z^>;ihsrpHxFIke|TB07j6{c>^&OnjJpA(lU5=%HUh!fQwV$W&7GSopdO@Er3Ml6x&
z|6H680e+yYka1C=qF6{Cfe3kG7VkTWAgcd!ZG{SseBc~fr7;pdtH(me0*G?{zJmje
z{~UP|UHShn^}6%NZ+Cnk+c$Qd4dRXmWQvs#`u#(F0}dq@cV^D|1EQI8Dc62VtWrEP
z084Cv#A*g%5$cCxP^qZO4jC@;Y$#>$=C^w7)8}!Nzzd1!inj{+?+)z9;hT)^;)gU}
z3Og2T1egKVkQ$JxLNP>H@}Xx#Ed&<;r%0orq?w)YhGH5>VWD7w*vK)VA_IG-=}1if
zWdF1!5N!u|K|0_8wL|^v1iK+#V1Ux!cVGR#>H?52a6pk*fq-{tAma$35I=}JVW%gE
ziNLpX-2>{50Bj+e_U8q?#f|kQk`DkA^Z_UE1p^w!>Jsq?{WjV<BA*>PLplPeJ;VP&
z%O6KB$=6IKP9{kvf<TTy1`YN3FZG)6zt!t+Q=b!@33FG>3BU`*k<JYp7xssk8R;aH
zRh0T)*q>ZGB_x+XG-9D^C<GyUF_c}GKT1d@FhBs~c?FR#2p7~X%*Z%V52QOZP%IX+
zccw##{t$mD!mZ`uXu<YFa~|R<Xr04tnWO4Xuhu(Dy{Xzp_l#SwX$p?hZu8OEt|}pG
zyK%{L>#<31bnUn)(?NFL>Z)yB-BY!q>@~Ak(eCMZch<PT>)zt&IDS^OU^$WiEa-h|
zR=40y{6+9j4HB1@&Qh)6eYqk%&KMW7l(S40Yxx{|r4`Oi^#=c5QY0|ukLj@ZaUSxR
zY0OM?+$S=E)dilUq_sg4thmu0?mb`?@DIw@Wj@x`?Jc&&+rq-)V`eFjPh{>vBqO91
zKXxyWIH-8HvY4goDob*7Unllh=+Qw)pa#z)GQ;1MFvmezI5ryrf)gID?w@zL>&v5Z
z*Z78Xr*sR$4MIDnC*;P*me?i#)xQhxE$~bCt(Wy9ch60}E#=%#9oLrSj;{6fgUkD=
z)vXg-*XhS82=9!JMILL<ik87mpzYQc@WLWL>Jq|^Pv0Vl2db`jyVf+|pj0gXR31+b
z7>tTYMj#6eL5(K=b2h1h*~9PS$XgTejb86n+Gp%H4_$;NoDP815JYbvjl$!yW3}1@
z7`To886hGLwuO*u(QHv|5gBed!#Lqz1b2?d=WZA2ka){awp*s3L$GwuN<MJ!%5^?s
zJ!VylnmL}mJ|K`yD%S0{TT&3(pRz?_r7DA0J#~2?Ve3(q1#e>M+Eq4H7=@Oid{#kL
z`6C2Q#@nPQRZ7q+@z>5pv7pJ%_ooWj*14hw`iV;u1h9{*syj6Lg};6F=-6mm_=q>h
zrXa@cXz~iX<bG_+er(a@Enl1G$nbMdHshC(Yz0GI#qhM<da}m+`ssS_oIg=<0Ih7U
zRE_oS*lZGwdYfAN4y?(p)J!E#kN`4TH!&ZKKCM`8_!$L%B?OwVZQb11tXRPeqzVMv
znKv2=ZGZW@DCSp-6?@CqTFB?J_@}P`qo1IeViYkUGbAiT=zLOL1V(sG+d&HobCc;%
z#1-sl5YVhXi&ut#tcSb@P!r2gin7(FFY_2H5Z@C!J?dKf`(WW0s>N%h%a@_U>CqfZ
zSnxJ%&6jK-SPY~<c00o}lMUh;b~;@wi)1DRYv0Ju0HU+9cJWVTh7lD}hUP`bX%Rb#
z6VYo<b#S_eKH=medQ(gL!h&1v5*Ha;zLTH9qfppnNAYYXbX+l&0L<72;1LkTfok;^
zJ*akN$o&BjranwZlKor3W*AvCfo%)ck*)^xkp9QOjslX`?$ZI)>e*C=Zd?BOE{7FW
z0$m(9+G2P?Is-N&FG-$aJ&An<G`@b^A{{FPd>5$=Q5z6z9eD&54<PQb=YPMvOfsKG
z<?3O*f?xj73qHn6jMV)4dk$g8FHS%qA4|~}<Js3BAI4n_edOCtzT}&J4(K7Cjx`^(
z8+Am&o=*4xg1Gy2{`$;{-<Em$=iwIip4|yo=Mwww*D0k3u#0UO=>YOMgnEG}x&kE*
zYDA(q@}_w5w5~*|1ma@y4#DmNKMb;3@?xGwC5#Xu^R7gIj8R1TO3_{t{;@_|9dh?G
z@cD#kPrt!>HmTOqUW_4uX(2PG6C8;ClZ0Sj%+s~^QN(t<V9vvR)rQh6G+!(141r!j
zk3M*(jM|Kz`E2?>VGE`;1mxwk-`!{Bd}a&eW#9G!F;n5wKJ);FXPtcg!M-HE7<B!W
zZ|xQxE#?|AnlFqRvF?5k_Vu;`f18i-my%aAS6MfLle(Z^Vhmk5e<qu~i{1}V0Q*nw
zL-KB+zqxCw7o~T8DgJ;DAglx2t-jwOC6GVpDxpbW!ArKAd^^@|)c$(s$;3hYw^@3U
zOgz;!6CNX_ggdh{iL>yy)PHH$kBv~}xl-lDIORp$oYf<~3i;{uOz)*Y(F#;kn7W)_
zIAY&_#9^J)z>%M<wIf%8ZJHxZmyu5#lucR59gtHl1uW2u+hB8SF2M{_Dwkraab%gz
zFJ52d|339|LYOQ8ZwyWTOAdS67RwM+ZxhE>7(h#I9=ksm)B3?!W3i$-B)|6d85DW%
zV??^{zYS(x{5!`h(>Ks%{=-0w?)&L(I{)V?x$ZBy6a>hg{L#MY!l*t#{C*#RmBKBO
z^2PR@d8J`1WrE}g7Cr*wkuFuBre%12ldYtoz}scLaw+*6TKUGV*V3)>%IotxD;o=2
zOKW@gr^aL)xs}dGmsTtS^hy+|(2*U|RQ@?8nk=p3zS{De_sH)xa<G}!b$WxKfwG`|
z@Z*-^$W`w*)VY8vI4Q~gu%dqxlKo)~GtXAGr6xDlz-;^Al5r)NwTY2?$L&efRW`L{
zeJ2}w!p=lzAC3)g5+9!%RK@S&o;4})X8X_`?3f(0__S<lI%l6$zogfpl9nVnltlfj
zoajKh0WoI2QHq+pwefY%K3ddbrIvq7QJ{8Ud3IG<-&{`W6y3Q{?R=b~;$d{K+lI!A
z(cGcUme=uW1^ow~=Ejv0LmdOQ#?1acWbQ1Mz5u&R+4RnB(fXO!i8bP||BsYc<_qTs
z{uF%jC2n&MkkbV2dzbZ<6fknT9L}E&*?HJdmL>=vDS_zq(wXcDF$jV4V22PafoIZE
zMviT~M6rXhH@3&;eVtLX>~CQ^_7AVEK5F$GI!5>P@$kFxCx;&{wKiQ{-2(TnQ@0x1
z!Gq0}GS`*QN7s^g3cv4eralJ)#<3xjqgT&%VEU2^JBBG1goLr6up4}M*Fhg3Uw28=
z7+IVipLrh*^&7h&s^DRc2NZkqD<o|E*F5x{s$%XDgSB3GA7(Iw3w<KFf@NbLOs~#Y
zWpDjMhVE<+v)oB@?(5y3jjZ~pre5o^$;Q2weC|*}r%js)9OLDW!S5c{Jd+=p8CD;<
z??o8#yn6kNXj+>I7ZB8g#~(-Wk(&voCZ3q>{QfP0=s%`AP|m!Wq?!^`QMEiMut2K^
zC<?P_oEG{J_48O|<T4?pFR`a35Va0YZ>Pm$Gk_HDMx<sZfRPjPF;U<hQIrHXtp?87
zK1iRL$y^u85d-8H7uL74DTZy3nIU9|{o5MCbVbz2zjy7>B%V22<rD`yv8?an5VT{w
z%es~km`I)O8IKsXBR*{}>KletX4ms5Pxz@q4hA(20g_dle7kVGz{h7CoqYW??Ln`C
z)SM~ykK9%+9UI(;+7_3ny1t7%gfMtDBu<G#8-mtOPG&+3YfziS$KW3wvUb*3xKLmm
zv;?@AfpxpDp9e*?a6{*l(nIIEd<Q$y_M0^<HKrmG@oH;px(P|pp7N8eS-;QmFpr0-
z-T69pX>He6HusNqkh^+{U3tOBJY3eHkVWZ+8)ZhzS2ThjSRt8_jlA!E`^CZ=m5Hi^
zzVv~R<s;DeMaTDngm8Pe5<qf8pMoha!xCy3){Xap*CH;jCo?`}Zg+T9_N36!qkvWi
z3Y-=^O6~2RCtVu}6+cp4NLzbRd&1AFGkK$*n#wS=EI(Vof$xJE$m5)~^z(xgFN;hx
zV&;oX=jS-C{OmJum7n`@Cu)a68wO5v=ivo|xdB-ijZwNhQb@QE)eRp2YC|vpE1gv}
zaoDG)0lSNkC)FVTgO5^}PcRCi4jxv*f)%R!2W0pKhu~04-tzL9QNUxR0ZaYrJ^!2u
z19*#ZjuHj#$UF~*<+Q0EysEd<a1k6#D(=atP!x7OBbH6;c{tE2^(7ZS9OBJ(=La<Q
zxxd12m&)inM0!yznN+5<m}0s}P@pcxm4am=e-JKrpg^)(Tb{^s!jr$^%3wsBv<SL^
zO_w}4i^CM7Y3UCQ$nf-4ot-PCRNjhL>m^z9zY}#iu-br(M$SaMaBm!mI}n@C6+Lhq
zPy1G;d-Poc>ZM`+g|XG7ioVOv0v@E!;qKrIkX?DT;;c<P4Fi<B-%vJlJdYwlcHJ~I
zEPEkZQKba95i{=>5EeC1ldO4|B(o?aTsb!J<s;;uuyd4_WSD;&rGSM&>%aECX|S}D
z<7J@J>hu7!n$M3X?lusgi^T~(5t+G~P<%63Nd4#FoXI{GJ95S_EWrXYDYrL_A6k6x
z%yJMtQ1gFj-~$2NBq91}dq-+oVpj*v*Dvo8@wi1Un(62Ct1Y(@fWXiv^oT^RF>_Vx
zJd$^QJ1ep;3|{-YndZR8xYfcp`~19?-hD4BZy$ACUD4!s$q|PE@thDvsxGn6_&+!e
zZDV>w9sXCWtm>mRJMEH-z>X_kP<==eX<o?EqpUD>iu;6VEGb@8NQ!#LQsPk}smA1l
zaZ_f``V5+1&KQRW2Wk%BFLIvs$*9gRL1IZ>deuSudE{2qT*)Qx+S@I64+&Ho>4o*x
zcvQ|@GE1eQP+L~BoVPaZOYEM8TAeB=#QR0aw+sJpI$WKlZ(+w)76JzrG{_j4esI1d
zs(8LTmOXYTlR9tnO?j)#DW{QW7bw~*i4D+MVi-%w35!*Tm&9337C(cz2MSe8Sm2~~
z5^otQQOia@gF&8+GigF#tb=9KgRN_Z!up80!FrCL1S$I^t>6CX9J5e~195E-m`}sp
zS$bBzDf=;YH8C1j0_IP6p>%RwnF!(x1><e*Lpy!|Y0<79>zc4q{tT_Y7zlgLsVK~c
z+LjGnYh(hgG0XdT^$?#mFI~`t;;B^M&>O3tngaI7$}F$pmVR}3?gHv4vJh5SIHS4F
z(dqNJ&?Tv<DcR`rplhBo+-|Ka=KWx)j5uJ%p{~<eR7g)#yrjfkb8<)#p%qbipZ~hs
zmSm||mKJ}IR%V%X<m%aediyZ8@i>3%S(bFdq|Dz?Vs*P-IduM9Rw1L=1ZEVj`G-M+
zF<xU7Y0VBXZ11=KOyp5@@O3o&DmA;{roZsIC5Ejj!p!d;B0fVJM$`yqjjb;e&_*cN
zc(Fp3YG1o;k!^m)hfcSL27>qV>bCEiEuvc2@y66#hb6Ut^EhW?DI9aH?Sa9Sw$)kn
z;Yl4m$D2V%(fHc<6YrBPUIHvVTpg&MdJDSou1m_6lnBx4A!N5Bdk>4s2EOoe|K^oG
z{kbWUw<L%J?5JS*$*RUkC{_I44wN0ujNORa$eB2cuNuwNiqE8#gabo_)?y2kF{;dN
zCL?fdQ4#$9Z`Evbc)x$UtgsPZ9+r_1Sd4|Ycf>0>T&&AO7T>HZyN0!Xn1n!__D^zD
zr?1V?zZ7`0HX?txVPS-EMfho7I)5HUpV;Op{bT=8kZBn?%jDh`B=*iVTOC>HBr;pv
z7F8iXTCLGw{XiAGaC%<er|IsIBt)i6&Pt0%t!;1Xd$|08?g+b&Qvu_#saB;&zif>=
zZiP2#&N`{Lny!?pn1q}ao0%KsnqEm2<|3`q{uB>xCteIBLx&Bz2DOUTL3-B^F6<`_
zP>Hn`)>9=%=O23L4`__&_@#hUP+v<VNivC0b9oM8i_SWQ;TYhf7KYVC_G9g*;yQ-b
zuBuH`hCvWvCRE#AoNq(KAIARd^s(foR$H7@<g`(^)|~KJ_@M+`qh61s%s?Q+7O#M{
zi?Me&HGRL4Y>aX_Y6E`sxu~;)uCDUh&I*;K@-{ZJ)!knG9Sj{fC^(n1=Is5*DFuTi
zGpF=CqzZSDX#PT3p-Yh-Swh+USXn91rlR>HKC6JNWO8(t9J5%qOK&-Ky$+6c1?J31
zpp(YspRSqoh(ERCs4<>r&c&`cn5l|VKso6m?W|d#EEG+irouq8j9u(x2bgV!69yJz
zr$o9``9M=lUga}K2a++PNlO}2Dz0%lJKze<PHD&jHnl09X77o{c%H7gkyG`90h4xp
zAtSlv`BbdRdR#Rh8FgV8782GGM|WuCzWx0<vr|~xVZ|VT&aqcKU?LXX^ghP$O!jb@
z?O;MvOTkM^y_&v_GHOs4R^tMBMOKG2=hmVrOHolW?ML;})mREx>Sp}&M5)YF=1XIs
zEr1-}7J$+fn6XHFlJaMrlpmTRj?}HUn8&#>O0iZ5f7;Mo`dnSKV%Y&guOd`+o?VPq
zMZt@PG!&Wp!~s9B%J^q~;suGfIm5Z5EbX~5N1-dZU|%!B;Md8FQR?`)Br#%WAAZ$f
zfhgySGOQTG=!?XhGWj+~%7f}Mt>x4b)dDgvMc7Q@l(uSv$5ESU($R+N+Vzs@>hSYR
zL_IE_Js#iX6zxfcTr{)TC?H|asFI1>wsKUV`*GH};z?&ifu-Fx@1l{73SF0g({He^
zM^cA@FC{UdL4-eS7S-{ub|VW<e;(Y-Kvq!H&D0+>9?*r?(AZ6rj3PUuxN%{Q7At>`
z#{=2R@pX!=ro=Cu3~X544ag`9Q0$G~k`z9hLh!r~<qZ(hjfZ%sBAMTz((Gx<`-`rW
zPEwXm3;3sj8;OaTqKki2646vdsB9~ElyT=8VZwlSqMnI51jHPiV>*tB#f<|b(}mj5
zlZDrVUFTF%GAvZuNBZpB@Q_8Ek6)yzCC%3@cQvt6oC5UuU{xfIXY~hObzNjN2PYU?
zYr@)FzH+j}a|_eXiqe=-7x}t5_<u1g#ib%W03|FqZxJtc;~C60X>2jey$RG+TnZcc
z8S)SB?;rkEx*MFt<Q3$vuO!mt13Wk#Z9>ggs>roD^{w|)cp8hsUpFfh!Spq&`u&nt
zrI%Omhy}qEf99UO_rP{)!Rf=o`np!qs1y3|$4%<5=QCJ1OQ9}Z|9mHq6Y@;Og&SDm
zkcKy(LsQ063o3N1C{Na(k60h!sip6J<L$Z)QKzN6Pq+<guI*Cl7g+dh7b-EtRO_d=
zXzl0NVi6ouqZZQnW&!r6VbNw1b%6SUS<UlMYU}bfY`ds<I$Z^39-j28X_sL&(n-Df
z17<5WDyA?5`kz}Zw6rzYSs585_ZXx}m<Q=H7uofGDsOv-t4Hn)iQyAvb{X7zI%G@j
zk1LV+qive2nXF^qji}?DtQ?}JQ5%t4rZ4toVjIvY(tlHQknZ-#Ocb*9Gb=fg)7wq=
z7_?DV0ZNmO3f{iqk22=6c%j=ddW_?zZ~5!Q<~k7p4$)f4vWS~GBN|3{MUby%R&2uF
zh@^r<Q6gspCT8H3hoPGO8n3Uewu1xb&WVY$w2+a=1u(kS>=0kRlv>~Cg=oD(9+99V
zqp)FDFjmy+X6-2!>o=k#kvJy><?b-?5g+ZqNyd$qepCn@k(bqn;_T=$T6=<okVf4i
zJSK|Ba_|wZnTlykOXa_HU4A}CAG(d~-Kk3DxpU2;!O4a(sTmPw@C{||5pT}%n_$Xj
zS54YBsob6d=A<lZhus{V8?GR(vF$bHyS5_P8JI=7BzVoiNzDd1H-`E`QYYhJX&SDP
zY;E!t|BVmA2j_aamAq@xug_n|^~uQizyIyWC>ASFnDAt-hEWG}^~N>jBAqAylj8{n
z{zH56KVeiDD$%yZCN~{Vj?T}1)e+IswzjsqT2otZ)Z`LbLj1WmjPv>ar#5qK*3cn|
zM<=OF@t`ESNwx<0T996o@K#V9jipUYhkD?rH1Jps-4-<khUYj!S`1v83_xGxzP3>d
z+E+CY1UXWh_7xQT)mu%GG5efwX0~R);q(#U>=>`uiv@aa!slES_?ONsyD|YLX*c0v
z(D%w@v(oNMUViB-7nTv3moozLbb-*0YAA<WvtRL#p_Q{(8(k-RlKqJqY-X*pwz;c2
zMnl4by@-eHZ@f%cI`EGdu7@;n?mCZYGFk45b?zo2FVe(L+~|CCOZ1aj+mvVZl*-hE
z0%M9Z4(kj@o|IjWLjq9P!?*_FS>QsS9!;rar<|p#M`CBNdi_43C>owzJ6O?<mHlaC
zvsr;#JOZ6oYt6qn(ng)6ui96*|H0Td1?dtsTefZ6wr!ubZQFLAwr#unv~AmVpSEpx
ze{*h3%*?$J|HHgg)vnB{*bh5*#LB%g*HnG+`0l#n0uRd#GnWT7Y0)8F;%E%ry1OVM
z_I`bX1_majC0(m#s_Ni<4fTyDIj?s~iiJD@oWXZwKlWse`-NwRNF|4Pe+wt1;E6!E
zjROVYLCY=0O3vqg%65t_JKp$3h-pz;d*!ENqV%s+LYyeD*6Ju*aXbT4Dwg51Nh@wT
zj)Cc&{uIJm4w)q#<EN`%Im3!QWG9bzhd7#JYT#*Ej?dWA(tLU1ehlAYgkKFSklyj(
zJ^o0xfUe+NrcN*gc#L~3u)GwrLcSa}rhjX0gXB<vQOo~dyW6j_E36hWks8GgFb5-N
zVe97NqMD|f!Njh+#hVy+VpbZF!AEDekU_1*tlS)%C0^Ps-YwePWfq&2E7e@;)r{0k
zOU}tdy8F$yX3yxUw1gb$=_(ZY{M5oYwhLE@s)-ytdd^Xtmire=n=pD}YLzo^!pz^2
z?X={FB`IGZeowT)!YXO<S6Wy0CX1$_h+tZdiaS;g(#s*}IErs_a@@e1P!6Ma9oPht
z2!V<UJEk|ix}X9PR}@->J}Z5TkeW*aJ5dc9iD85U+1!WILoJ>lCS#B{(rP7tRZ`}?
z)m0wOl@_jqe6whf=TH?I9Ao3WH}x>=qFKkyXfj>x$|zy%2WDSfPUlbWw!i4;>?_go
z((*@=pH&T9nskZNaaH=&U-q2NX}?%Y@^mp9)kKU-cv)5Qffamz(<m8KugJVDD*Jf_
zx<KOut!Z$cvR^i-b(Sp(-IeD4D<3Q{i&W-!aAwOkrye%b2bWZNL)KD5k9`~_hzT!<
z4Ni|j>TK}F7;wr%8L!7$ZD0UM9R8tU{xWsepJL4}eW;{N+Bc~VWfjkiDsnW*NlfV_
ziGHh6%~wrKR<T->sXc6Gj$|lhp=<+jmPAvoFC?Ys6ds9p+5X#2v2*CyK0~uJ=kn@u
z)q8!Hv7Zh}lYRWj2`AAa_J`wwJ6eSKU6^aEoPwe<g~!ud31>OkqH1N^yhWJWD4rwP
zqC$i_Qe<o=PQ`OqN(*EsPZC*qMj*C!Gl*54jzB9>jnx(6Gyfa_`OJOi^`Gb^%>RG%
z5+W|P{~@KGW2YwPaKMDrbE@Hqn7Ro%B0sJXnvfGBh1XgGqkWx9Q5LO=g0?pw(C5#J
zx>@@I<W10*>Ghby#VMG#hPw4qXOHsN=J`PW+styi<g0@pf|FBiR~Mm{SCD6|(|wzt
zzv8seVfCikeoC$7;^mZALEmlWv(%0B5>PVObKRu?^HH%C`^mqN5eZ?`B-r;EYa{Db
zz#*}4!pNEP;`drG-Ltw0nWm@n0x87@u3}YOW^(wq*9P*uRDXe+snGg$Moax^7w@ZD
zN<ScH_NM;A-H$21>O6XvFE<=<(HT=VKWr8L^Jb<l)}WSg?66DJrZjj&q{aTU>dlLw
z4YIsU<9qGx<nT;Y%4X<0yVtG!u+?d()yHK(_cAnV?U}?;?{hA1A?KkJw?k%br3C=%
zmcsbEL%0!|+E5zI7z_nLOaKYT5UlxS9g-#fFbgyjk<73}Rg2Ovg-Y8gYHXleM0z9!
zhFWHEI))sJ9gCfnZ<Mb1j0!K@^2Zi3bIn5}iz6f&o2hKxC=*CBgjTl1Vz}X~$|O#s
zAKC;q$Jrhx$0_HH`*gKG?XX@Bb32`jd<=FkDpphu)rsLCj2$gR<-pQ8`yv~v7Q2>E
zIC%f#*Kfkr<I}9Tnh#x-++)n2@yfoje%O6IF4%KJt#Dw@g&1aqNiPfnv!j;#Rc~9Y
zp-VbbI6JN3_7s(36>0NbMEY!It4J^&Fi{FKXcM+s<<a4Zb*zY~VKNjkicD;{DVR|#
z3R>);?rLM%=Lsy-L!$}nQ7od<0pq6`uX?Pn9LVBu+JB?739SH;jxVIdpPc9NVT*6*
zd#wQJXRUxJE$7vI<FtP-J*k{m2?x${o+VY2pa1DZP7N4J&_V`p)Zod&(LsvhabrC-
z9taYc(*6|Jp#utMq5#9l0On$J0CW1k;ZhXfZa4~%u@(hTHTVkmr~MJNApR+KApQw9
zhyd(i9tb|69S9!(`v?;d$@qgRcvuxu{}!(Wb5Gdx&!8V8@)e#B-lv;p{Sd9Dh<{I*
z6Xi2<S9suww;$dm`vUc-uNL6P?WlD4=+yI?J;n5<0ODtIwmRn5cf0+}>UtGFUPS2E
zHyTf@uHbfuIe9<T_Md{1<-Y}`s+Xe~5u<{!wTi3V|83RF%E8G_#3*59>uTow?`~`4
zY9?l8;$ZsEQ=W*M`@c-iF0Mpe9PIy{1D12GV-t_thW@={Fc5zoUOGPIfedDOKt?|g
z67(0uF1SCz!>sNgw#52a^5fEH_Bck}-PEQ#H5LpCL)TgYZ`SXA+r^?nyT_?aof#Vt
zeE*vv>u7;|38vH5H|8w*K323UvHx)filKrF6J(atLFCujh}ZxfeMSaztrJI_3`J>}
zK=zd*>vS&aoJKP49H$D2{do>`MiqAi5{tLeeHLulFHu5bj5*4~+&fsPGv^UVsWbla
zinoM!wO|o0>z#ek!PFgGLdR$baleQR$i{b|!t8iOwmpQ5!Li9YCKs6Yy0PiX2b$@e
z(mhb~S#VSsbB4DyFjh>eZKCA5JOiVXtimX<thj#<63k?{PH3Pmk<ni;=5F+V;toh_
ze=Cg)ZPI&^qTHz=`4(U$`~o?#<bt(ubYwx{hcr3K;KpL5oEymCCPx^Z4t<Tv$n>{q
zmvf8=#25ji=0lZ@c;eF~fU(`(OBOoiz@p{x>@kX>YSyf#km&g{u(r&`jY@kg3`8!8
zNyhvOMG!2R1Rv^KrHls}S&3LC*s*dU7@B$i{3@gXD%Jw02&{0ek+ox<x?RrxLs<5H
znGI3}#4ji~i6ummHq`jYR$A^~sV^|7S2j%^D#;1U4?E3X$iQqx@iA<1P*Iu?xmTF*
zSn*)RW2q&aclkmP=`9vijpd$F`{4K#GvKCaZu&HT_dDM%kN>Z2K0otr=0@A&U;75V
z%#GlYspI2=eNKan+c6_Vroe%-X;IeC)4m@&<$7?4Uxiv+<JJ1x+uatfcO#3v8<dxZ
zX{bZt6DE~u=DZx8U%t+a#;mIg!xKGCT5<6LEM5!~=3tM_6E3nCGKPQDc33^$H?}n)
zFo0Rz92>~xTYl9JpyX3*lC=V%woXu#JT5s^;U)4#%UvHG9a>VZPMD&KkmQ%o(kIz*
zVTT?rH>_vKk4{)7qcxHDE8r2Bv@{SH2uhklgA6Eyy)kY2G?2?0Ai>>xE*>1-A&q>v
z^V!CO6$PVjE!WGTAh)W3%2>CSV4zA$A_n9&zwHP|3^^-L^}y?Z%i<x{nCvhTaOCvv
z?67_^BmQb&$ZI~}()|OuDNk@i9g`!A7Q7NIljdu7L1R6WgfEvuPChzyw9gDF_Hh)t
z-_+#f4Mo;)?TUj_yg&-_@at}u_9964-n8Nt9Ud5ne}kdG#qs>e(UgNSH9JD0Qrr0?
z5(+4Olmoq(+^i(6l3KO?V)EBy<67g12gDRI%5OO7BEba;;tfxp=FyJgrfP~Eyl=`O
zK>YL-AtJ!oJOE(T)Za1n*SY7S+&`da%g!Fam91Bk?%w0a0V?;<kir8?U`hh|w4lKl
z&>v&|GUDyivMvHr9<ZCek?tLM5DXc>!Mc6Cf8ZS6v=hVtmH=mg8c`ou%dINbp}wUU
zYxGu(so+ktV31yQ>T|AM^=yv@n0lV^{<LK6)3x-f;0bv4ew``)>pP~>oB!e6vsqbW
z5S?aX&&Q~bIOK^nk($WkDdi`DFpZ)R?%SnjAfSDfLMZr#!$PlrJ8L|1hN=PfnQ|Gf
z!>U0WB#R0i4o-2v;ImpU1T{QMW+RV6xCppAoKYXyo#u?bzP>7DWX)$#yx6$>8_)R)
z1#W0sdaKtQ2u5v8%a`m|UvWN5#b*b&SfTwqaBtA=RmW#ot16GaHg@aCsBx%E>z(D;
z0`HXo+uz)<_VVfJ&T}{=tVJiy3iXzrkyzec6!KK+FNL!e0(aMM;doqG`C7I2@BEjJ
z{j;(1@!;O77qdCTIps9(&fMqi`<b8Z(-|#w3j=FTCO@CuV=SfbOXaLTg0LzLGL`Y|
z(V%TmBW#AZN4F#Dt%?F{m{_7!zu$8gv9mqc(bKpt&{CH+m;S=-XzEm)MW>+=z2@%H
zllg7etIPl6{$uNe$gU`WUV*Gs^0xzsZbO>K!WN$P<alN!x%cGV>c!dbaLAUFAtZVR
z1k0<dSASz>Wyy!mpA1NtO<Wa;eTSQjC6X6_tPU88o^k&My{U!qYaeE7l!WFgV_<Ns
zdwzf{sRd9zl4t-?`vk=67KR#<ZiE~Uz|Es8X2Hd&ZD*RCI(xO?lY|qFMB*-uN(_#;
z3-tMQw0CUkJvrQBiY##Iu;2yejdyxPB$(vkS|Q>em}Cv)$axWbx+983b!aWmA#Is}
zm-M_vmIm{3lJyYx+BEg~zVFd43x;UaPoUf&D>4%yUo}uADv;)VuyAu02>5jCI9xRy
z-<balGpxO8^|qWZg=jV&yDSg4Bc=#!>dsB1s_x~xuU)QOn>VyKre6|TJYL&-c{R1;
zJKuvZ-i;hTN3T2{UkGTT2~qT?*GCMbD)Nw}Tz5PKahjaxtO|B!eE(}DeK_VFb8)H<
zn;Am_mLex*58Yv?3#~*Vt@JJ?K2ZJ#L;xEVKPotm5gxk@#G&yZI>qJjQb9^gvPVSX
zKm<CnUQ{lMN*X9HJ|lc?P*ie%Bv=gWkknbDT3SXY8|$JEh=8Yp`FAB{n-sn*aCILA
z36C|(JSLps?`kO%<b`Kg(?TDNaO;j1OOPWpRf7(1KbyzPVke(iJ{Sw+qt-x8ntzP8
zRo5Hoy(>0*wER02QC6hCo!ZTG7$qkL8Z-ngk+tiiX8mn-d5qFcD6z?#zLLh`o}~O@
zwZicSB+Vek6#~aHM1OOF_)LF`{oPFDcK}xo<4aXE5ua!`Bc5a4b&(e#^&!ug^kCx1
zP$bS8;`41Wz|&};rn~In0rQP`&Sdp1O?|iDxo_dyJxsPRsV2j-P-$Fs<AJP;g?Hwf
z%!>r`l@&6!5qq2_BF%w&ybIz!8RQ;jAe^QskcvrR&A93}$9ppQJ5CftPh!j~jA0KW
zm11Dvw#>i^LggheDi`XY(ViQc7NN&8Rxd)>(F3kwzJu&nI`ZboUjeSDWht}0)31e(
zOZMt~mx=Ol9k?_H5^1%cGl7M2>G;4hB!}!PtDlUa4reny>SMklkl@xhpe=lQg)^`0
zOE%zC#7jUGeKT`**uf5&X1EHq42z74)6-uqf?Wyg7#piU{L1aDgU~$%1-0!H1i^R*
zj9{jONJYE)fUzLj;kcc%qk)zAL{%FfsqgGPC$<%IEWY_WF<Ri|UqN+TjN&$;@A6$@
z-bYZZ5-{&E6+aE+?fI8wF+9lE5L5(?o_{BR?>3);ePGgfN$p_U;hK~~k1}X{ujO_u
zl#vekaz*Nr{tV~Jzp$?*ooS=I@BQKM)9DtK<RyfombFN*DZv~#-IdnJoI)sVJhGh(
zlmOkC)ex-~R35w<Q2mxDH{yw3g*ALNOeZld8->j6RJ~>wHcb=x7GaCRVn7@55>*-1
zFg&yFlnR}L1@;coM|p#Mh@Cymy%)E)ndI$GB0$5S{<rhD7whZd8GAGGD}s|p-WI9$
z<oH&v6@uApb<nhkr(kXLZ27JxD)1vDp?B*Mgs3ilyIDd<(fj$!si*PP){7*166+&r
z+vV|3Cf)C`1P)N0%AgbFaq*nm>FJJB%##|AV*&dOzG*+;Q_x5BKEY-{m$NbT>ult-
zg~O@XhuF33C}@siSa8nD^;Prrb@e)`0G7`V?rAf-9bAv+t{4Zn4hB=}pk7I}j3fP6
zVt`{8!><ySrsd|j+OeEb?loB~4oh_oyy$M;S?(~Wf2x1!R&|L!fw{lTOQJTTxA>|~
zE>_oi!1Qc_vh{F`SvvE^CJ;LGRZb<N&bK|VD^1jKRV2#uU`tsm*u+%!A+%CStW+*t
znrJ<$%Qk%iJZ35>sBKh6C8`SI=bP2E6UTvUL??ekP1jPdk&o4YS|E^9)yb8@WoJwT
z<v!THEK7M&R}Wpn&>iB7<k(LZaNCky!->B5JSHpu*|Pkz4ef6S8vEdjfw(r*jl^Zr
z0eNHO_G^ed_J(|B9~Wv6yzrNY1N%+f%6rlx=SH~}v6yxHtE-I3Q6dh3Rcf;}9oG))
zjpm`bb?ZHrMC3PNaP;*}%#V*tLgS;D4n*EPWH3~9>S{3rj}Igk2qh<K)A2egDrdA!
z<$<`4#NFyar-u+0Ehho242~weeKnLMMG{B?71YJxm>&YNj#-75?vj2n7B&TFY5PVl
z?jipl3Hm4)1tfVXt6ghm3%l(#zxAS9c=0X{;-~r+c|VeLk~Sd~sB^{X-;RQ>hNnZ#
z)5o$IW{Ig<we^Ooml4_&MR%l6jusq(O-`JBuW;2VEl!~<gpZWK+rfDqb6LWt;Sj!e
z0>knb9eh-J*uMKv(&D9*p1n<}UAL%_eDrQ5%=eye5~z^i2faW9OCpPNtfd6AHAHjF
zq9z?%I{2v0_oAruWtkw*xgpCJ$+fsf(uf{r!(#=NzF)%}5Pcu~aFs>RB<YBGsXOx)
zsnoR8NYKn-iPI@?uXoTe0bT=oKhSqoe%EVE=q{oGtGS<Ng{)JirD9;y+RXu^YIpuM
zhq20di@1Wr+7%uzhj~Dw)Rl@?%@Neu)MR^~{RSyWLz<()2tTI6R;d3d4gb16q5k^B
z%HCu~{7`un{Z1`XB%EYpyQubl3>q$Ytax3o0PH{vPYAy@kUv|Lr)f(odvJ_w`V*Go
zG)Qtir>^>}WXgHdXyi)vjHw^&Kx{(%9UHyGc6jO;)#lwnGkH@qs~=gX`ZOx;8P)Xc
zTG^h9Z#}E2kdxBb&V6xU7hsBjOvBpxYkeX2dKZ&;r%qd{W91MD8eKx{+|n*pXfZv+
zmS+O6O86t$@BaOsEU;pzKL##7(0@K?0kVg35bp(pDOlL@oHwZ`C1635*N&j-5*1(6
zXL<l@?gu1!Ay?#B&++C-Ol^ivPoGpJ{hb-ywCJW3LQ)21j=jiMiyOD#DH~;)$eo{(
z=|X0V*a9HT2ZdDrPau}{zk%5Qh*V|G>@8d^nTc4~{+|d93lTF12PgCY0lNS7561uP
zN5ss@&BF9Q;A~DCsB78ZMtZz0^HX@<^Yx4M)`bSUt&4U1tya5oldaYtU!VM*&#luP
zms`P`ajXf}wLgEf)NEG0^Ab=dX%ru^H7~JYbac2CmzL(8fQGA|YHF@(=w0z$|H@`o
z9K*-r)4N^+<@-EMGnJG?l_6k+0g}<-DjN%Pdn#Md$NH|pui)J91vJ3^UH+os!viaK
z)&hA`0P)j8g2IlSf`a1nfA+!ETyp^_mwixlhG77Kqw4YEief1P+u&;Os+gccBJ}qW
z0v~;#<;S_wE$8pRsRDWF;i3kX6ed>|t^{x;;AU=a@M@lG<1A{P{X7P(tt+oB|CZR@
zO!|Eh04=2em<t3<Tzq6^jg*fF{w!*4VFPaYuqy%1X73sw0ObArQlN4AYruW~Wrc%-
zkcs7<l<*^=c~aR&nEFc?1dt>xs3>pX?+mj3vqxPZ41g|x4I%<d8++5QbrGoG6z1)6
zK16Vd`71g<H7+#~LCF4K&u~as<}*Ei!9a)YMS@K|451k<pB|%;1*yKZnXTEmKD@9T
z6f5I`7w8EtR<6d-5&%<r_K``--`_ufmai$jHZZ#kULY(f`VWH@d|saJDro1|Fx9s<
zI)0lld~fIi)pT}Olw{x?0}6@)a33Fax`4LNftH`DtAWgU+<|aOS^FOagC{Stel(O_
z1Mo(wW2%7x(mVYNCkEhL-zuI!4*^i|Ab0tNB{ld0K2Sse7wat7Y1fbZzB2$M_V>^p
zpd_!)7r+qQ2l<sA^Fy8+aP_Uj50IP#P!tFJI%UiT)aLy|IBbGmKMtMmQzw0HAy0rc
zx^Ka`Il$KR7vbp<KmfmaFb)F)ph*0_dj$EmoR7cP2llq>MqF)UWxfB=_vYLA<spMU
z6hQGK2(J9rr8t7;D%f<;#M1iqnpD|SUm0B(R9zX|3*9fZHn?+_e<>Y+ZenC@MrC8?
z@UbTT&W$qd3b0dH7*^fgo}AwyxHHfRQ-=W10~gL+!OPaf0K-kw0qODb>S<tg&Ka2-
znnScNfyxS!b^yWY33OOlRafH+=mBxWA>`%bHwVAlL}_LKH~R+Af1@@4S-t~^)PZXH
z35OvH(7%G$fty7D64kCi+WUeL1VXeAkjy}q;s7EEpqh2UrwPh;NWX_)-@^I6ivjbL
z`O|&KTa@`%{|rO`NWXt-dBU<l+9QHzP1>b`XUPi3h#yBP-@yX!%RjN}g7j{H*bISp
zf$+ik+2x(D_=)na9m1y#5Pn`gKbN7owz9;b{O7s)4}ipUzQD&SM!p5$c3w81MpOHT
zxVZeYdS%byj<s=rch7=BA|N<_1Q!7BAIAEQ`$f0=<Zzd~b1)a_|DgFr-Xi#!KcW2-
zl%LL6v+~cIWHkT<(A?7c@$d8{KXT)1<L9Ymp@p^iBi^2A0kC!<$QT~L81QHCq^WB)
zfHwQ5iD|2EU~cg02SO0`Gnwnrg5f1BtqicC{W13$_JTNZS|f95Xl(IDc|3<)?B>||
zlRb1=$@|0IsSp>iE%frS>K?%O)D$iMZ;nT^0YpO<is^!>ew&@xo8QTYf+w203pY)O
z2msG6KZN(b`o!~7Ib+K+;|j#4r!DP#*8XaWg6oDT#I;Oshu<R?qbezHqgM1wGL7hd
z+%z|5GX2$F{{E@#;f}e^SJ)5pRVo^4^qp;1jZ-fh#vl)87;n&kY}CJX2aKoTf{wGw
zKoI^x<6Kw^e(0vQdOTctc8SZrq{u9N5U|p0$AK+_(Gy<{#v6B%-L7rtY}Q+;*ycG|
z)M<R;T6wk^uDoerW@8pH{b!A3Uc>TYSMox39)l(hqC3^~;oyGvBafA%877HXhT@^J
zFGPl)rIzWCebFsI+1-|V#`Ig9L&k^IZ)#>p<>Z()hQYT`^0ph#yYrvHZE)_BIGbbh
zs4u`i37%J(x}?>AA6m#&2BR-XhJoG5zgw1)=8w}1`-<hP-d+;V&XY&Ap`cvx79poh
zDB<#tE|AdKa1X*JuAYfH{@lN!7$b%|C6prDX_fTI<ym%^M1Hf3OAYl?nw~@{VD#po
zuOcI&$S}Ro4y$5P+1cSfs!pu!T~tjQ&?VM+D>Y2%snksGmJA?kTAG?OGPpqj4-~wH
z&ea-kC(qWJDq(hCfOVhp%a-gh()oEQ_{9#G|9Ep|4<DerL-u_`%obH+Bj@SFH6)#`
zuLy+<AgIIb!oa}~MN9B=Z+(#sV_Gug?>YXVT>1@Y3Rnxlp(i*cR%_{1G>|WdC_*ZU
zFx}IFoe)Rl8Tidk2vZzG)8KCJ9izPAn-g&YUqURdf{9v=wI#@HiEWRlx-!}FTgCuK
z)`CMMYUfI8O*$xr$$QD;lB=l;*xNn^pT<WYu1==NMY<r<zdKCqYCNe&n}5jTUxW};
zu~QzMpkL!X6)7Z7S&2<!%7Y}qL@oRG)G;<lU3vTDu1?2me)Q#Q?z~fjwTRcU*Wj=-
zx5H#Erd=8LxR03iN4~SWy$oK75WrY}R)0%9q`HfAxEVS2OjKPF;*+=bCJOD0ne}ty
z()<cR$efVb#{$j9Jl9wLYuV~qR~+W`zyag6LFi*yp66A%E`5~6EdfRTCwgEtV8fJ{
zfwjcrS2Qs#@oKJhzgB(SQZ{!_P?Ky~dj?hJbR71t#8~hFv^Dd_O!w_%t1J#mvKe)!
z#2zL7$=DJpkzL+j+xiTEj$7=X=a<4Y4gVVa-c)Y!*ynR_ldVr)?sUy__Xs;ZYjSYi
zU0WH>{omd|5-~hczx#M{ljB`5bU4J33>gW2>W7hM?Rk5Xdf>_2<oGbW`DNj-cX&2=
zfe1e!*{-(4tv-lZnn2!@^%|x8^k3q-k_#u0Ok6@lTS$~-Z<SgfF*}cd{$(VXLqSO>
zwz-9SeB-hLPitPy6aCwV5UOpMi)du-Sw<QOBGd}HKA5t-_FsxM$t7hBGT=#;__ZZ8
zBQ1CRBR7h|`P)ln%M#hJa}%Y;_VT;zy7i8W=YJy)T7!@!XV$|K+*|iSdn-mYc`klX
z<RLHx^mYd;QPeA1wGVddbqA?MuE9`d&!~=4@0vbIphD3yj6G8EQ_Z`z`4S2A{y_Du
z4k)5#N@>^Dd2*PPoMO7D37y98tWLl@XZl#H1a9uQ+U~EEi1$vYpi2XVU=ZWWi$jbF
z?)Q%FkU7M$_U|#q!ojY~&`Y8N;|3`8@JMb%YjR9-9f{IlPoB|)b)o#)RxbGbsjgju
z5Ziepb7vHm)lAr`+TnlV*+smGf>0&Wa!nprUgX6rkT#AhizkQ>Au;%EuD#ObY}j5T
zQWJu<9VU+|CbvOPrj33Y7SpRFMf+me0%8_JzNf!1{IYl-)8wC-IqE8f14!r;i7VK^
z1xi(YX;0Bbu?z#r8AZ?jT}6`)iw-%w{23d|lQ=5EUB^(UY%3f2MUE7l9QHxk-igs1
z<OLehMPd%BC;^TV*JKKsw&w$%wcyRsX#HX5%MJ+9@(&(9gA1?{#84&5vPC-Tk)k_Y
zp06!5h+D&V^i*fX!HiN7T82Vijix6Y2&qqPnNDzZj<UdTw^#6k29)%2;fSYaiY)Zr
zG74+!pW{kD{%FWy_2aJzFEq`c8+*5<GK@)riJ~T!oay^uDt*1VR-kjbrGNrfD8_SD
zAb4F&c-B}_y3WsB#fiDQ_}e3sTa6(3x0{!Ltf#k&2Wp^`1u}2dbZBK8J<(C`pz)>S
z!TP}Kz{s{0i7SRxyXG?&jqpK4@nIE4RT;O&TmG_WjO6eEKjOp(=J|=r#dBy5J9fg_
zzpN=+u8L&t>?OU>)embKpo2FP@?~<x#Q|T?Zr&?jfABY8n5s7`C+&OYX|-HIrA?^R
zp;s1alRVlGYL#2s(2pvmjr=+368Mez!@ouebXXwXefYwP8M4cC4c*(O%LNy=RGH%H
z5)DfbMP)+LXHIK5IPmvc-Ad|my-Yl5%P0NmbxVmUqsZoo>$(&}g1<(@F9sHtJ~1&|
zP0Tq!6O;FEN-j^Mdqeh`IvA8fpWL|_Sgo#FNVc3Gp75__ivcc$v?$F+yGz?IN1*um
zW$96NVC?NvcVtVQi-5q#=3y=rq*?qw+Ds12bkP00Gb(#=6ueOx_@fPfA~I-jtCTb_
z3hkH*nbWyX#;w_i!R#=l#R$T)o$TZ!9VEA3Id8qN<Uuf68cSSrmeoUB2!xdMwu~@K
zPoEmz>5uPHyFLd4Zd#pm8V$4|mMRw<ROeZ+!Bcts$Ki<r-}y%IMEx9%zChyxv+@H<
zSNO}#Z+1Zc)v0uF6<<@EqDb{cSG~}ZMC9(g=5>W9hcwEsFm6rHmNfuBU58lL&Q12c
z+dB3j2A+?ad7bZ(-6{#1YJv2EACvAx77~@hVM<!?NecnPGs2Smq;!%R&pHDt708O`
z!(3#pK1KCdXF#GUQE3JS_TegdU&Q;Y1>RHFySgDoYJOV&-i<437os}PMViJ=`N7{5
z)6wK-(on47LXHNU)<b`|%|mel6P$?T+>lYLsRX!oQ>zt5cyb1lGs>#SxCK94fgFzm
zsRUtoe!i@cRaG_HA=Q;c)1@tgP_sU^uvmKx<Ak_Mo!3QW_8=6E`;z)qK;ZI43<Ne_
zef_E9s977Ailfjik?K!>*4vTN@Gp=D`p%nvdEVCwKIi9NeD7*FT4w)?#qbeIs*}Sz
zlPW5wR!*TH75CSl!f?+vW3Wpca+u_Gmb$eXiT*8E;`c!y+K?_ZJAm8u1&*5yX2A@V
zf%`8P-bBs$Uve(O3v~ySXOUFAVHEvuG8UDmp|YoCC~0gv+H;K*yw})$5B0<l+l{(f
zcw1bj9L&7LV*w?{D=JeR>^cXzR^VJTq9AjPnZtpfYAGekl2>lmDswdsr4b|uZgC&x
zU~*Xzm3VW+ml>WFk651HIIlR5!3^s@OIu~?kbCPeARxT{JDD~tXhP+O7O>igjkDsf
z5XG)(LOgJejec8-oOT~Kp{Th0;4QJ5!(#^b`;LFx4$&C4oT!z9s)XSa@#hT$i-g_x
zV_&V0rpso-9gdk<Ik9}KQP#JTPkYQ_VtmWc)oe818nRAqX}iu3P?Z|#)i&`%3StyT
z0v>@(6rHa15J%o0!;-d^%b6)3KRDyEti9&*Wu%3r0Vn>tl$su|#Bk>Q?TV!kpN*rE
zTF2SbKwY6RYK7G`5MQ&6P0;eAlT6ncCWY{Hryg&r0u6@LoQt~6&7ML4Uc|*(rCZuG
zpUE$H4X@iGMR+{K1+}=a2w8FGEV@ueD@LtVVN7(kEPpDC!BUS*4g#5B+_BEUkNToa
zQ;Pbb?Fkk4L&l>zURi5w#of;*JPPJqtUBLc&d?JZ+yT%o8P~9Pe{>Xuuz%501-jZt
zp&Mgcx$k5f4$ksrUR=!F4oARv6r6h}GGnUeyGTV6^J7}C?aJTI>vXpCi4eV1tiSn)
zd+e&+*hX`&=paq_!xhKZFaH&<Q}h?@j@O9IQ9%_qyF$!9G*H`9?66eU1p{5-{-deL
z4*LLRE{Kivpj=TzMv|BbiK3esAhC~aQ&$-4@gab?C05=B9(9pcktMiDe<w$Z$fn)c
zU)mx4UWgWU5t1a7^R7wX_1J9Via~%F^GisElb&qlmz7xGxlP9m5^tGW8Shxefb_`B
z7FW1}h80QF$k@vhk7Va^yr~Pk>4cs*9qAqREUiDbg`!Q!&TUAg6BCt)M@(Dvw@LU4
zT}lVH&Dyzl^SgGGfa0+K0VlAnv@VC*GI!gA!5D+XB1bqmEo-1B**RS5HFCQsC~CmP
zn*6t8XUjhhBOJ-I?9?G{QAxvjL<?3MXnESbLJERsG%8!`xt>cwfbwKtLppP*!)w`k
ziCG9W`&~^z|7`3qK`4sDuZ|f0o@(8;G`W0^d-=N9JcES5Y04#ci=SQJ>~a5%uNT>|
zKa!fO$=x&D*v|3u5$EXm$zg~<fiRNUM{S@?7KP+70jEevI8VU58;BCjy;N+%`)oNM
zXHT)l4f|Rh5VSo72&l;Gq|){tF~i&SuMlUvKc+o@a93)c4GTW^nv-&=FnLI4>^R(o
zU8RzZXt(ZYjTE5xd~#v0ocXo9SX%SFnybZZ8S}V3Y1oTaRM&fJquYPD@FVgYRC5Y1
z4t8NIFZaa}eN}gzdvOXCTi{)tWlIdEH?@HoF?rH82O?}EKfE7k<1-zMXiPK-J~9(V
zMY5XSLzeoCrg^GSX0vjDw`C}N2L8~LSP_QmspaMRi<b?vUs0tla3ZBnt`wc>16xyo
zdNRe4A`@J!6{3q_GAbAr7!)2@TR`o0-P-1Cf=H7lzkVx07K(p&VnnY|<S8Jnrx<gU
zL$Bg&J5M+`@C8W{pAY_Hc<vP1Br&aCI+@=?U%$e@uz!YIWYykDYs&=_tJ=y2@25E;
ztNQ|_T8s${W1=b$1sbS8JgY{SH#GW6>@dD!NhmZ|EaO5bUn<=U*2hRdLtActK!nq@
z(`J%4)m0fW95GNV?#vOWi?jUBcK=La5gIeM|K9VGo#^De-9Kb^BYBt2S)3h=_45-z
z^8jv?*uI<pNsA-hF`C*GG`ukVYRZBCzzzCK;y|0B3o&S>+c2y<$I9qb)tK#FauML2
zzTGvJq+%6l7QZ&KdPV7_t~6^|puHBzcIq67CaGM7(QVRXeCna^h=@oich(OPO3f7M
zz|7X{a2zNRQ;1AN7ThY(%%Gu*ApZOHNg%yYpwPf(wzKq=#L2lZHbDjcETzIxhdq36
zsA#(CPpnDa`XRfc^MTJ`@)S1ep*f87y@8kNXKvMlQSV3Sl5i4|p3CHXDBhKd`{Y}x
z41QiZPdPPEzqJc}ihlyF@4P7GY~_>Mc*T@y4^`ModeQl&qEU5*1p-F1FeaD3pUfG`
zhV0ShX~b=^3zS?9y*^o{Vi5Q_HG;!bgkOjo(n6_FMAl|3r?w#64m0%(ik;EDnLcs|
z1-=!q!{kXxS$5jp4^<bNyhZ8f&w5glmx&zN13z49(6zr4n&Ln?$IH!h>L0(l(+!Eh
z9QAprU|GM%r>^gQ7Xd7DKPnu31FivnLo#0c-g8l<xL7JdsyG}>@Gen(z1PE-J6wwR
zlF6#jKMln2kJrMlLb+hL290!<tYmod)leW~gDalhuCiXA>4>F-Yh>`JIJ;@dOBipm
z+(Kuk?3yl`#MMPMIt^z%Tm&tQoGThx5qUERk(hS3IfS5wn$#{Kr7;1Sx<XQQEb@L$
zfRAg5+Vy@W{)iAmTC#F&d#f9AK(uD(-lr52@Ru+I>kw&g)7y3tJF$|WnT6=|EBwE<
zO%fA%HqkZ`2e3RPAwk74@t19b@FQe5vc|U^yq4KgznFNYH=D3Bn3w8^f~Q!5&3EBJ
zkkW=tm)N6{?w<b4@5xUcKh`+yhM>fPv*KDb84J?_UE@UUk`Ox|Wtg!??v+QEctpnq
zo+!6bgziG-Zh&tenYG}Cm{O~t^%zT#V$m!RgKHSm!FZtcZV47!y(Q-zIN-*aRELe%
zUV^(CKk7do`v&)dFcWa{F0QVqy4QwHn+UL<`nQ<I3$4feFyE5TZ(>DUVYu($=TdWs
zY1OL6QIDvPJJ2dOuxuAp7{oZylNE)D!w93!SBBX@@$tXQ!15l3za~0eIba*1<*{EY
z+9$4pvUNj8W^xr9bJ9b$BOk$Y41;O8;lJj@89ENv51H^1nhg>5`J1J;wcK9T@_cce
zOg_iN#BQkfxj#?Epj8f_CPpA-y9S!FEULoi5fjOl&d(ZM<^7QO&is59${F{hY_#lz
z-8i>>bfRn40BcuxZR6We!DRP(OGlV?JD5O=hX(2;r9uVQDY-NSoN)s+TfCVpTTZuH
zrTxsF>(4vow<aSf4??8>JqsVEhd|~l#=d6$Mz(Dt71}Gagngd2TXTaLql9^q#c9E5
zkdtMG_QVOe!1?fU3P$`JaP3iXE<S|R(d0hT_#NY0L@k_ZA_&nP3J=(XG-)`%xtr%;
z*guRNh;_cms%XsfxlmvpWNS@=5#Qou)svlK&YWU}D^7I0p%?Jw&BZ(>3#huTmIK3!
zxUIb_6GjXf4SlYQoyPw|v$iZV<4*m&_bF{9Cn=FMmj!PWD%Jg1^`IHnz9J#cc3bkB
z?$vgpb@{_CTgv~=zRW=*6>@BPi8DJ(3%tmSJ0>z0$z|cj__vo4)JZG5Aad$Od2;fM
zE*MDl@BnM1aUN{K4k_7~8ccN9Em7iOD{{LZ4#}DlV}6X2RX3TC53)s)A$Z?>e?~Cy
ztz(bTj_3dg`dTZ^PmY$UYYKTCd=Q<pVL9?wo-Ld?Jupa3Gdpj4jK|gfi6>9jRum=e
zS>cn*&YdF@9vgFav7XXRXK5V^TF$hk;75aPmQevki%tr4c7$r|g{ElbcD>a^#2Q`2
z9X}VT=GN`oLuF$-?OU43<hR~C{H}G5pFFXy#3JM3CxSjzlMz;n+Rt~H;Vk}g1sR^@
za8HRCbCMSda`i)7XZjw-Fmegf9HOgY5^vevV_FviJja6C-A2VtnLBza!|mpH&yNy4
zcsqJPIX}zC)kiaI6rH27@4UCK{B<dm3{n|m@wPyuPq<}+7<VO}Z-&jON5iBdH5igV
zf{86_?BxKdzgZxfcNv|b?PF^pCv)Ib#4Mfhrqjy2hjT7mKtjHKh6|EmmHY+rS@KRY
zO&y59Y<gyDR{d!xeJ68Q^$<PPYW*7y$OwqdG=n+f6_WEV*U1zdITa6EOAeLiW{Vj=
zi^+Y@Zansvo|U2?3T@vBRn;Cov{wh~9qg|tR9)}p$@dp^;9sOLXtcp6kzk>mlKo+!
zjA+nfn0<s;<x)LASA|QZWx^MZbGBqkiHLBE2@<^Lvr&BohnIMutv_+@Da9;dEVUxR
zx_&GYY}l9<6#f$Y*FAh&C1ul(kDj&3V&JU@(QfS?KqYon$*N0FNB|>=;-28#gn;~C
zPMmIcs0X*!W)Kl+p46d3UAQb`Ftr-XjF7BkkRZuzbTR07U{mELRW+6a*%XHgizqO#
zlwEiAqKrUs-B^JIoD8GshD;EGo9GYRRn-R3b5QFV6Ht;V-UU*1$edN-mpMe#P8T62
ztT(WA>*~l=-jzE<GKkP!hX%!?2w-==;CHDWa%M=0rC8;%g85+rOyGHmhCv`jE`&Sv
zkP?jfYrAU8qV5diw+q1OIOhHa%#2rNZnT{GJiMUb8#}HO@={jxdYEGk`d#M-k>ID?
zwqf!=+;)E`!Lc4<8kaL=%N-yKAN|>tf$0h<`LR2upgGX176h|GdyBE{kx&c1>8jEf
zn5J1-bkmfG?3_a#F?2n2V1bp+rJKF0nr$<8mj&COq<C?0kiM&+1Ikq%41Iu(b|aQE
z$Dz@D;V{VW-Eb3`*NJZDs6rQaqw;%0u&7dQU(iOoN^6ILLW<M@MZ~h6as#uTarxm8
z94IX!v8xpnKyI@bUs4OkywcodcE`Iu;HK=w@fB-IE!GsPIN>^1&OM_GlA)^ciNz`p
zW2nSQ9P`kTyi0(;qtANHuTl&h+ui))+Cp3y#MqeXW6-U8m@WLrNmXE@&D3|}8YX2j
zY7xDlk;>M}{C>9kw`a&0lnt3wxfrE8HtbcT1gJ4kstsa3w?eUNAdsTfOY@_E<Wbqs
z^Svz(s*3jU&ts+xh3a~J+YjwqauT%ZyAt&@*HR~7v<+_^mJ#Bw-x_3NE%3Q|3R8~+
z22c5P+UDTv0X5-Ksf&^1Z#}dy>=f7?+GM`T28GFT5P4g~13`kGr-3ioy$rF#Mm@`j
zl`y6cJ1>vVWu2l{S-V~2>xhi7eWa4#lPwTeLliLJSza8}Tgrg98N=}}jk;tDauc}Q
z2u480-~CHo4;?{3h~Ak09*6xz4RoP-#oPq(psl|^X>xxQhN+Te^M!C+Iz6{-*KOLU
z;z|=tbB**d!(?tRvTExgQ!A(X#xYbRlc>omW5>_Znw>547+I{J_0~R8J!fY(1V?mm
zJBs@hI~e-Z6s67U4I$D{x!`NG58A&NEV$_9J2|Az?d~A+Z1=ncUhwzuFG2{RMHQ+)
z_sGChXq%O#Z4xg?n}i>GRJ-N_@c`F!`~=@>jn8vsfN1#}u*3|N7tmW}L(Y}nB}v1*
zF>`IBdqd$6L?2kZh_KF%q3|`zT=)ePyu@-|pP@BSH)M(GR7Zj-`_@w`&iuz{iR5ni
z_3v%;pVy1H_!BFZ`B{IxyfR;6QqOGH(1#^yTZ8<U&)Z90r?=Jt%FIr)bgL4jU&q59
zp;?;Sy$}ID%0P9VrH#CBFw$0tGu%A6Vu9H8z7a!X;Xu(wW-48+l{?^WD5Ld<xqvF<
zt3<4L7`I!XS>C)qRmYLLjp)!=fUWD>l@cxf-FV@~Z(isGX~padvCy3a&9a%J72Dkg
zwJ{dDaMeqT1a6uq9dfuiIVspe50F=*4)nrOD%JgVzdx<R$ZlZDG)AYtrhKR@+VzeU
zvxttU1H6jK$UF7dC{BVlY{Is$8Yw!hG{R37y$lMKq+t@{Q^D2?ESq+=Uq1()XK9~N
zd>^GqS}SNtGuIC<R-QcEU!G{{SjVDo$!J3kUqz!8JX>~jYJ?o9#7aa*Z%ffG+<ISz
zPz#&dvQbObf*fM`%2_ss#Kzwc!7NW&SPaPDUdfgdD2O11<lxCobF4wMc#%#njgGA#
zX<be30%dk&mKI$TQp>W5J{m3721kQc!*#AV3toHKEW70OpMM4P5`C-@J6gRxWt=zm
zX?~-8Dn-`!^rSqUEwS#%Ge~8_AIX?Um6;CSa>|yv*h<&c>+*ZyBp*Xre*(=vd{?+K
z(wtcQ4!)xUW9i3Ao2id~O}v1zJ6TD-LW4!)$^p@^>uRK08AdVYe^umY`m-2rZC|Vd
zb}+?ulE&7h-$G+|_ZJ^~?8peHaf?E8yR9cZO1(D=aIpP6EIlsaxZ~K2gw}=##!-i=
z*XR_VpdA22Pj+W`tKiNDyqPi!UbO^$$#x~IhEVlYlWXZCVrR~}@7fudrwF!G$L!gR
zYM0(FwGY)(5M3j!$y&?>RskH*%FqlQAQ4S6$^Qh8OBtESHbH?amo!gB3BcKZrs1(h
z<P3ENG!sM{7Vp&%*ylR4%D&&{aL!u&NJb!VRPS$l))#b#<5EeUsK+t`#|^OWF5sI7
z3p17TFfHIf%N3wRohzh)9{ip%l6aCMY{&P}X!(Kn{$u0HxIqET@%@KXSVum#vkC3n
z<tuO?Yc|;OF_+ctg4%durCPEXXEa?nJ9hAE5QXiZ-YQyeYCPw)@S!B|{f%Bithbn>
z@>0c)GX-f$Pu}qv)sM(u!_HRgaIWFn$fC8z24YqtjIZ0kCZWM?tw9YkawK5o;vQMV
zDGG*~8!udkqo(_W#%1i0{Hj0xuzZJ)Qi`@`R3I{uhhrX;M{LwA!-7;UCQ|h*L|X){
zhoXp@k{7^rd(y|tY2*f0fds)wt~53=0VPVtgu(42uOz-I)f?82BH9ztRed;)$Ij1q
zki?J@aVR&J8;!~e=}m5wyBg07s_mS*V&wO7mvV0Ap{#CYuZ^s%CJU384Oe3-v1VC?
z#_*P(UJd2u6lGLq<(JZNj?zSF$KZ`8*c&c?1;Ne9kwCbaRx(7W!QeG6(ik<w<DsF#
znLi7-yIFpn3`;CIAH_o=!+=m+UCL_I|F*r2qp%<pr9!++P|@YT86YjjF(B{}Ve^uw
zb4BO@*9*D!i@*4n!@d{bNq_?_00fpBtw^=<O0OsfMXDUMu(sb4K{Z5twN@z;KK$Fh
z)Ey$-CAC{9&QOQkkd~Mq2Oi8!!52!>gthxDghcb<L9AjXdmVsOJ{J{remL6af5k}i
zfP0wnjq^L4qwoe4zF=>mh$b~7cU0s0F5o-XYwrzsdMt(9GALmMTub5-xlQ#3#uSE&
zC<{u{HLO=PF{zRxlK&H}DA^<!r3h@ho}4KnRK7;9TEn@qitOVcARf3L3BzWul5C&B
zxAK|1hV-;I@f?@E_0bZz$*|Bt2-u55a?yXpJ7f_~_v;!o4fGMVd6=Hp3GwWny2*1V
zxiKBqv|FeIRaQjLS8-2Lj3^z>IRY2y4nUjoP>yTFPa_yOH6xE${xZ_L`R$gZ><T64
z+rE4JhquSPx2M$5+N0~Qy>O?_2xN+f;NUOGoA`E@wnsk{B3^@~cLC=TkSFIlZZ@Pl
zCDCl_V|w7qF=QVFhe*u=6t)}Yg>X|Vpzwf;DG^Dlx8F`ri#M4|jcB4EDWRG(%wo)-
zJl%e%Friek#KNN9D|a-5K8cACZldkrH;ZI)!NWzb;zm<Za{hoEtQh-aPJs9Q$q(2p
zAN%DkqjUjLV#wT{x{-?8$rayomYQwB(fFBhU4}O0LNo{yJQzrVf?g~!Tax(;DycMK
z7O~LQV5fn`0!in(sy5X{q{Zq6X=Wid=jBdc{VY?ox2+j%CarU~Zf?;R)}|U$Lf3V~
zz_z6qSu_u#JJ)@3m~nY4DCve<Ax65~dIFbBrI$7{K~!ynE{>pLN%Gh>VT*Sy6ZqaI
zTi0f6(_u}6&SXhNuvreLIIM&K!rEN!yu9W0B?Fs<j2b#O<2doatyFE);O{`xa$0TI
zS87tn9UzZZnKBRJjA#ca`^K_6ZvM<4!+=!2-<o8Z2R;N?4p!J52ViE?X!2S?L>&tr
z7wjprX}T-fsn?2AT5gqKOC6VPGn7C=GP1MGcVzUSk0CUD&vNy1>sZF$tpmL|X9K(h
z#zu2A{Kwn*>t%ivk5U6`%`V3DPwlbr6e7>7If`eG0py3}s90oc{Avt{RQNSC*TFc4
zU3>OYhNkE^Im<xi3^(Dm5^LRUZMZkq)V{h1gq?zr&neBYZ9QTcW+lc66W5#lRBI&r
z6*OU7z^D2vpP4n|?>BU!pV=hN#%O5eNNjx|5K?!O69+a(-tm?v5Q4AT+OuuIRb?2`
zi_ESnQ0;B)9)2e2>?fnCzPH?S`2=(uLqV*erYLT#+|Gg?)-thQ38q?>T_B-l@NkUO
zbJ8rEJ2Um9Tu5V~Wm+i&zt<JM^wG2$Zz7+*RQ1u~0~0p*{y-WSwM&j7KO=pF*L}(m
z!Eo;Ux%qVP6@etjhT#TF?_m(Rv+WlXd!M0~6tuNHDPw8$$;s*az7p2dO^-RCac^|=
zWLbHl<rIWJh&vS9K%mP_74V;lrG1XB=d)MUy9*|79LrYNK&KX`rkyjHKy{S-`0Wvm
z8M8t~Qjv*dFt-;`-X!M%(}zyT5G?-XibOLX8-#X=OMxXArwOu-e@v>%W&7~7Gg5JR
z^`|V<6P(F6ykwM7)aT>IBf(yLj~wmAFCYpz12(gY-N{^koT>kr9LXU2(`WZ5Y#3|G
z?T=>UbNnj5Rho4*wh|o-YLfqw)ptlKj>r6>Nle$b0o=~F-WpQ3H#mbZhu<}Q3%abm
zbz%}UFt0^6u{&2wf2k9F$wNOnbKCw-@B*;KY|A>>T5R1uC;I;C=D9x^#twA~k}~|0
z#vUvIt|qs|yTIFLV4-Q-=Ori`<}U`RJj6&2X*3Eqcc92U=ryf^QoDlTH9xpu;@QV)
zu-zk=j2XF5GbJLQd$|2ta%lIXc)k-Jv$qQe`2n-T&-IFN)5OClOR0kK!HUSaIM>J7
z{p%Ag=Z<dW$Qb2RPH~h2EyzNeA;FS8l8FV+>4v}<o4gm&lyS~A<<z!)T)8zw#G3n)
zm38-UV)al^L{(_gyr5*1CD@=(^U1=D7)}bF7{o_4_<gtZ*)x@?_g@buVLbB-UAy2W
z>FZ}tT|;Cim)|Je8E@k3bsot)gYL-P0qylg{5$qbzvbcv9b_=kf(U#X{qZ&%TDTWT
zaff1^Wo&d$ib#WcW=PC=R07@>vF+d_z4S~Zfv7X_YQR=a={t|BlNwlUin=CuYq7GV
zw5HV(G|@wGaXh$D;H4Auko{$r5OBx`9iDxaXD@}?R#pUrzeA-$p3IGL2X^Guem)B{
zz6+Coc2bTtD_bq;k|Ic8177exzBZVEkD!0Bv_G#%^yClD$=jryv{DM->*{tWjlO<2
zy4RrJx?+CI#buIueEmpE9`aD{sRk*vL%7w%1=H#AM@Gl}BPI2Clt@*oy)siRK(*(`
zR)e4_FH7F6#dUaueU$3QpUg)_fjI+Ge+iZSsvlth!}c$Z2r66b81MA_X?r>9e;Zsv
zqJbb6Ju)KV0sFOE3jPwC089=i*Bs$1$LSky7b!2z)t-pX&In32GT&^lHtOZwnYOl6
ztaMDq9)H;!RZvLBxEyKiQju*$m(^osmjf<7KQTFHxNXU|@&25C*Ku6xl~8?dT4EWA
zW$EW@Avc5VA1wNhDW?GPaT+NBCJluUb!I{`I<0I!O5EH=IUN6Eb1ebv>Onc}7<x@U
zg!IX?M6OKQ#AUvLF`%V9mD}Yk4#(LQEeJQ|l*9n{?emv!!S-eI(c{oq31tN(Y5WrF
zZWpgb+kit><@CN0=_RMh7G^n>2f?m<&Aq~2q#g-jt7TuT<z_&`+pCeD?`m`w_6ev8
z7-Z52G<#(EnzFsoyY>J~Oqj-sCkCZoDe-1}2k!am<D6-fNlDfz3Fjzz+Ote-H0%Zb
zD7=9<MXk&_4G}7Y>x6DdHuCS5s_*@!04Ps9T3=6p{2s!`>RpjNDr41lB9C;^|6=SM
zdjx^nB-*xZ+qP}nwr$(C?P=S#ZDZPY_dCfZo84qT?4P)~IZxH8my#1x93TQP;TSv^
z0@j@q#72kDiTik7AKhUdqDqUs(_$cFuzdw1Wv~*8bfhv?Qv*y2{?VNADu@ZVax{e<
z*00$8;7|d0-}-No9FJ90V_$Y+@~Eu()%jimBcy5Sh^?Urc{CJ!6^A`#t?CduZ-_1x
zoDaZP_IhU}g>SWS{?$Ob*UbT)hdEIzOmq22opOClLt}?b4Aseqf8AKAB3VZX-4CJq
zEL>8JmM+^b2C=(N;2DH^GOFifJdz4{;^`UBN%uIe_eA@i#nE##dhbIGzA^FgEvREc
z)`nvCP^BwF$K{gi6N^|`OA$`b76%lN3Lc<G!L8@C!(r#gt!b#02SzS!r2|&3T!}EN
zodL$eqiGtVC^pnS=WrYdN|`Z>di9D{d%66ZctLT-Af(z`B(RnhQG=7Pb`CwW1Yrmu
zGxd&i`X!t-r^cXy7r++7JC-nBuo#f1RlIaiNErs6N+xIhNEfl)`kSuTj4U}rNc}A|
zDv=2t+(9d&;FRr!ma_ml12}6LF!vz;p0_+Pu=~G|V<jiSYU*^1)Y{EQ-~$oQ0#SIA
zC(Nnrwbv5EWUqfbw}4BrLm2zbew@tn>8r{pyVF^Si;}p#R_EeBKv$T%Aw@Tw)EOIf
z?$iE+%trvGVPw5YVL=}5hpCu2yeH9BqsbpRUmFG&pXYQ+<C#Czw~8ckA#&b?47jdv
zy#NTqfcv}nT`rG;T^=4s*O?wi6Aaxch(BNhyDuFAgr)^XFEs!;J@#4_vVWZMGWI#)
z&In^U$c~;wtw{f-YN9NHEdl~IbLe|U`B!RwIq@W)3F#qj($AEol_((z3f<(Lg5|Ei
z;yg4RYA)ua3OrJ-(G$-jAW^*5o4P*o-_i$+%=R&xxV%I}*nrl2HCx(@(n}F|(sgG)
z+3cRtdWyBOug=nmHiocBKMM)GyasmbGd{)wBbwNcFjjZq^L(!mRanG*vp!9&MJN>m
zV5_h1>o*FxgDree3TE}r`Y!cfe%kri`#i&hY!W%2BlE}zaXr%Sb>aeztdt1O9_cDp
zRInfFCB`D`wB&!*+rD1AWPgHl)sIxmi{Fr$?J<7#+s?~&#E|Xlds1_oj({dHTx)tl
z=cZ0Q5cC>DPGC<NjrpREe@7_~;N2)IOT;3w)xxpCgvuvg*p#Ua=$)3}C+@7)fHIZa
zz$)5+luyz2AA8y@A~~-6ZPr5qRo1aTDP@hab8Fs@ehM<LOJ;O7?U?g{H)azh_ymaq
zVd~UF)IcfBSj4(K@?UOxEze7PL;<*Wa+`pRX(u?eN)3#&Fug6*3ih8rt9F>yq)%J)
zMZ3D*@?JdH$_e(_R!vp?dM%q$))-WN?RUvhqc1(h!8A17y4D-$@UOegr+2W+UXiQ^
zE)pC6DaD1BjFidJRC*UvfJ-#UW%)XP*16bMCT|OND*HQC9vc;f!)<XmSmf|WWvd3;
z4{n+|JWGRbW~H44Y6+tT^5j#&N@TH&3ymqJ7><muarDa~d{x-Q93qp!pSoqres*T3
z!>%V&S_V3bW2ziV#_XoS>XL~cT?FNC759thl4N@3`-Dt`@2acp$UWMiajnU$qU689
zd(9MV=E$UI6N8$WgPP)Y*l<EE=ROYRNwn%nw>a2<znU8ID&H>vA97ZXuT?7~Yd;QE
zq<YY;S#RHI0~-pEdone*-pQmNf7JI!*e-n|cgY>7clN-k)>*W$HUhig8)~cW`)aLd
zR#YNolx&VO@;;DkMTfe=wfuA_GLUz4CljtD9v3aX)uJ86coN+b*#;<mz#|Ks+8<RE
zf*fKfRic+Owh+yxJ+8g*#NyH`GPGV<pV^~9?4r$Aa@KQYL|x$9aseHQInLttZv%|%
zn#P|E!MGE~7r5XVW{zTf6^NmG>Psv!Z}6+o+7&RO^6K3zF>$6ZyIX3vc(|Lf8`M=G
zrD>yb+RyF2z)(3f?!EB)e8|dHQW%uJqYNfZ&$i^`dspPFOJTd#s}9|sV^dJ9iO}0t
z%795S@U(;JDKX@L<056;-Gk(8_S?><2QIq2+wT%wdo)s``$%lqG4N9P+L|Y$s}(`y
zj0BYum%b7hc%Z4HSBoUNAt$~nBFcr$X6L#mlgv;LXB7$c{`Q-R-YfDI2a$)Op(L8=
zwJhW3rXGN{`?Qy`n2lH!&qTgsCSF7ljWMugWge9F&F{1b)PD7%&7{vya1@J+5BuLk
zBl~-E4(tEiI32iY-S$5ko-Qg`+J1TWXMjHJrjTd4?*(IO*oUM4sdXb=RPcywftwS!
zG{@|_9<!`_d2Xb^kHi{`<s>eG1oiGKzJo#JP#fOa?VvnSHy8_WqE);?0oId>VAHp!
z(_b&8iYuaR*b8>Wblc_oL;MP00oNJpnoeSAbV&vG<j^-R`J<(UY#sS=?F8aer}@Hc
zV4cwd|4dl$`Y$Q~@@^VkUm&^4r2P@3*LqhQ&_P_pycC!%xM3)MjT=+<+yDrL23QY9
z9qn`p9)`<{zur0>B4(&)Z3Y$|;l&h$xp;a42=5U=Ie4=ol~O@%VE1Qw1ZD?ERq9lm
zz#o%{Y-IKuCjOSy4FO%}rb%4VPb06hlb}^c*~LOMVnr>ZN6dUoo1Ox~&jIykJ+nZ!
z!N7Eyn52TRG4Ao8O;V5I4TbJTmTwUPlUD?)My6`r*YoBXdVw<ZoQ#QS%B{HN*;T1F
zVbWFVpl(m}`9_c>!1Y+Y7@nD^8GU?Fi)nY`Z239`n5-@7Ir|UM^=%EnW@MpoaH*YR
z+{&v?DomSP7b8Slrt9vj*`%)Mg>@>T1%X+z4oE>0cD#rUL_a@ON!J~swOhDP(@K-&
z+6v1-Z643DOcm;4zw5iRN|=(^?d`$o9u4`M_jxfFL^QeniGpVEJaQii?A+p8zY!1}
zi(zA?3KaA4Ck*?1D4*J#w_=hKlxEKt++JJsI_;$zpN?L4D$?hOPYo)8<Di`;S}(v<
zM$J)cBJ|Vxrrl?+K;Qs{ji0h?xm=Hgm@@Tass;I;?B>HkJEn&N9AS8?Pk@z33rM3q
zW24~UD96I~GAWZ^`0}KqQNwVwa*Bl07S>QRC~U4M{~bF9OkqF9ny6I^Z`UD`8y5Ft
z13;B`H9Vjv#lts}`^+5J2;Rdyx^lVI(Y7qP)`0I2j%!7dWYfRe4k_(`;gfQFax$=1
zTvdx)hi!ObLoAQ|eAk@qvxlRpD(}nexoC18o_T(DYJ+WJ(S(2zaV*>Qe$U9~XDB?9
z32nAnqILtCO|$l+-Hz%@b+b4;ix2}s6d9S;=N<RW{Ru>XF^4onEBg<^Hxj)*3N^0-
zQgXdiPfye6AAzwHe^)?L`}ST$XHzyE3=^U3rYH%GVb>4h>^}SsChK=`Al@H`T@TH&
z_$>t{$kFp&gLOo?z^*wqOIf@<yCu^%)A-ONhDmm!5CV?A83nc&<(OGY7lNwNz&INE
zGh=^$eM#p58NI+nZR3DU7DblDYd;>nnG?qil}|;B>h^cR5ZQ6tkgVrd9yglj$Tq{4
zMf63$cxnp43o1C0=`Z0Yd?iRMDl$St$VkMk!oOwrn0guVCTe<!%QQm*IkIuznDZYI
zCZk`61L;FNpD?;9M(Ym)<~jovML&>xn9WK19v}>xu)>*beg~MBwL#KZh3piG1sFEC
zUNWcO{po_o)H{_GtNTSgrL2wy0_t<g4D!-eZm_6kxU^7oSP-b`B~f@>Yc?84*=a0a
zmWqpnMoY7)scYLzuD<ycU?PIYoF)jlCUTNf?dC}5@PIL&{b`81)tNIfE{BQpX*_Y+
zPq0d+I!fDv`D^I<wXcUY54LxZrr|a^DjrkCSpeuMUS|3LZ{Td`uk_3HAPZMe<`9Hs
zg1L4uaa-xK){c1qTi^#RX3Afse%^Z3^Xqq#rl9i6gOguFW2J6gEY$W3D6}?wci?Z+
zB~B<o#;jNZhW4jzYx~2VTbjQ>UyWxW&dQ&UQ9-s9(;@Ewz5C)3Xk6f2(^ASqp<2%X
zvAh7i`L_jE(*ZVYV**0~=Xu)fz%D@gxIz^`^|8F%eVTIR?4ZI9$nZ{M^ni589_!d7
zD$6$5CGO}i>3V^CQqzNZ;&T++*M&hy9lIDJdFn@H%j+aOJIKtz5l3BbNpz`|Nt~i;
z#TcbABc&?Co5tF`Wu=1~c$XG9x&kf5=-8i;akG(Z*kod}$cZ29Cp6ud(CXH-GkfWb
zTig=@`5$}tn?$;k0m_;A^LBdEGcHC&S&>HzyN3&Y8?adD*w39_2;sz|zho2l&SFP`
z-0ISCV^@Z0XAW+bv3t{LQIDB%{}T2Q#!#faGUeDXrNcH-qeN?o+Cpw^>wfkFo^^}o
z0~4+axfXVNW-s&SIj(j6)eXj!%@w%)SI%-!O>qHA^41Nh@J*8p)`&S=S{>XMvd<{R
z>Ro{wDl+})p}WUdZ_mY;&s+n5L2*sWA?C?5f(#%n*700l8uBkvxe5Uy9)E}_=0o!p
zV}%Mmb1W*b8;JMTCLf1s6hlX;=xcFSR&&h6V*h0rLGQtF>>c$1=iwRt_}c0PB~9aX
z_mj9TbZ!E)caX|QaL=Q(2Aq7-9mPTSF*bB~!<k>S2=D#LO(^mNf8|`O@8Zd&4IKL^
z2OU4y<Cq5^Sa}>5*((~J>4OA$)F2AjQV5TSfv3vKOV&JfR=*B8_HqIR(O-kjpCi*U
zXeqq+M9_tm=u{&a`qU9`OhLs(FvzBX$L>;P(JLF8@TAy@b+2~cN_@_+Hy!GGp)cvp
zKWdG>SF|uh?@E_l+Qy!jIx}H0E%kwC=`>}b>TBhte}vEuf@_neMev7(9K02Jpq<#*
z85=&G1<qzhgXh-Cd9JxYSeRCU+N7sw7$PpimmnYOD>XR(qUGVk=N*##3rlojVU`g%
zC|FFaWHtKkmZb?soEheW<`Bt0`t!(m2>rDi7fBtc5Rfwt^Ec63*E5Q{c9D2+8qhU7
zJR}E~{V?~g8Yo83Lxv4HP2ggbdW}pSY(y-5Ec!(H8+39ZC9sFFos6r4>DM$MIDY=L
z=qQS!bC@yI41IDnco#lliC%kpQ48Or^g2w!r&9|pI`M$*o1U)8G!*hVYnqN|PkPi{
z&iF5Bx8RJ0&fPYSYaFo4qw+L7SzNE%MkkmBK`k1=D`+_>4i6FdS>U{6f0#!mg$9jN
zul)rGEfdr$9atr9tgOy-NZ7}2D3Z~uss^VIw)-jg`>61(?}rJsefdC8z}`4xgsd^6
zk9QcNnrl<6BpH3knX7{IgkOwEQrRSjuuXW<40})PQUPlc<tQq>F0B!_Z$0<|6Mye!
zlhKz(N2oKyjlt|l>1@q#pA==AZJOMXBB)F+4%rGjo0ck+9<k21<Fe{?n{)+RAo)10
zgQ<FqujKZtw9(Qdw7*5MGRkKyhtLDq`s9L%!y`hfoKvx5D-IS{b!T^Qacyi)`zu4@
zp*rft(}{s`jUt>%xba8A$79wfrCv~P%Jg$ch8Y@8i{9SttgTT%lK8X@!IS}-RwBOW
zwen<<gQdPaD^Zw6M<Sz$0xEK)^;sJ>c^fBMF2pt{XzF<Z73-@}=;Xb{!Pm7MuAhcb
zO0(&P@U*C%vlGr1mc0zneE)(uXxqP_?6`#s)g}Dr7*HrMYIOEMCQ69K>#JU!2K70Z
zGc}=F5$#F3AIT<*NjkGFX|u;^@=u-Ek+N~I>4o%%Rv9c8XOU4wW5&28>ZoY>fcXI)
zK{S*v-=~wPMg9y?zK7fs>y`*RqIe!mScb)N5sNzz@mP9KDwkEOmo*?O*ZOe$)7r_7
zr{a{@V;b}U4k`m%PB0p9Zv8D8Yd7;Sqjl)zB$YZRpjzRWe6`D2w-JrrpyNaG%QeAN
zH3Sq57NH(RdrIlxo?ii+fu`p?aA4Uvw~Gii{}e5}_(DkDEs`$KR(tz2XynkXm9QGO
z9cVh!!5Dr3U&O^9@7PKH-zLXQIZ7He#m!``>$&%!OY?sXD=DRWC;1slUDXN~kW&#y
zhJv4nyK!F_n*60~q-d2>07S&~v=w&T&!6CZiVOo84I1U#+c@K6OJo<oqmEJXAq$kF
znmE~WHewS6bas)?3Ia=1Dfqb?m~w|lkQKJ~D9bePQ_hS6*~?G)!kMJ}dC)f#qpOt;
zD$_Sg<3>p(mNBjB<tZH0DoUEw)3XFPz2({DUNV{>&*&90&*hCcwO9w7KP^i5Sp_>H
zmg@FrA-3n_Z{QYiUi#v(?%Hx?Dsn5X9)#vu97;z{0jp3<Q)&Kz@}`;J9~hhRP-#Uu
z##lfKtCfzTJHWvx_Ydw`WcpJnFmz;W8Q2|=W8N{w`gM(d@ev)&@4I7OVf3PT(ttA_
z%F;0fa#rjO9EUj-OzggUkZF@rCRy)5R#=T2zEJqTG>GB9)=9p~g8F%em)WuZ7CTpg
zp8^2jXEanT^YgMrE3apkhup^5>SPYg*x`&R#83v32py$kA7DBG%rs?b-M@J52SQ;}
zOkf@~BziaOm2>E@3nqZMEgw1`cTDw?HGoiSFs7Og5eU$6qTuoa>w#I%CD54Y{_eRc
zZQ~1C*kLs#+H6pNB6I*#{NSu`g3ug2U9+?cQNz*0mqu+SjfQ^xJ0vO<X7Yw5Ty5_5
z!BjfV$GFVt!7e0qI%@lJ=*4gw^%j8WOI*qCa_Q5@!DnKC-{Yo3Bu<Q}z<0cb@23^v
z`G;U~_d)o5LhOD&4F7)i5ARhz<I22jFor-46IDD+PKLZE8Zeb(Gtva1oUD;ZybLmZ
zP&)1^)<=3{t3A@cyn~lQ+Ep${eqTAw_BhbK&e>-Xlp<>IWC=}NN8ey{r*z}%9b!I^
zr}iBSsrPZnh4o*I&G=IH-RID`s}a+k(vCCJ2aGn7d#cyg<eLf_4selT2v2!!#%ga0
zuDg{HjBxf)#cF_f-UvgUh+KjFQZ{QK4P_&3J;9xwt{@hIqjBKg=!yuqFFiJ7lRS3q
zaGT3qw8Yif`7TFzN3Tobt7Z+(XmH5397%zoP8WY)tL<fFundSUiB*5@n9jjxX<;jM
z2te(Ai?&4tUaQK^5wT*rBkklm_#zZ1n-D)-pEuj@7jA+pgqGL?*2qG2a^{JHh?n{G
zyWkwUyzCf;d$_yq%E4}2u<^A750tnkFXe<7AVC1MExZTJoT~P9PCsPfp;X_Mx*^tw
z?f^Yl!?^0%u%{dL$$5QMrVPbu7Pihaa}O`OWVL5O;-JLH>e$?~AY^U-Ijrkm-tLVD
ztlK3$l9J+A)B+@p2OR@@ir_{YgYvL1^#V4L0aLx3giR@+k4)I=oa{Xd6JZ;-wUP{M
zFVkwGs}HGDnm<<OUlV=a08>`sr9Lkh1wc=qY#T@c)`Je)DJA8t63Mt0vb}EhULXyf
zhc!XAM@twa6<$@TxAi<q{chLSe;=RbDbfW`miumXOdqZb*z2Kb3$Ig#Y8_%wUbvrP
zNG3Nr+GC8Dq;IxL`GEBg#}D3}j6m&=xA;RXiMCW+a(Uw7T8uV~Y`P`2L_MolDt;e9
zEoOS<c$EQtX6TYg*UH&MsXskD^p$qQ5V!#KfX__t30AAG*VponlnU%Nvem3w2-|`I
zxVUG5@%0O;15*4?;Gev@och;OaZa~YV{yqsKI!B93*$HAK4G`fM93@Nb}V4!2DqYB
z8;FgZsxAlZ^9aWLlXpMFcN_VEaXA^meuy9Bvc{lx8du0pCp}bt9T6^B#9)TppDIaY
z1g&HWO06_ZbUb&$s%#%<l@r5zzA>h*rVs2K_q*4lALLn{fP~t_7HG&)cG*qd>~9IZ
z5IJ*I=cML<icEtE`BULp-q!n@?~<xW`Hje+(7nF5$fLK{ss6h)&npB|;Pp;uR%)`1
zlf@6jegW{CmvQT5cwSAFASKchMyVFH=-hm9u7)B^CVV4zl4qe_pqk3&#R<?@VSDs+
z1e858<|GLbRg~?kpvw;<8z>K-E8~W1KAZs(!M;;`Dtry^7KL&BjEI;C4=uT-CmvB-
zq$Q?hf3^&~j_^vfgcB-j+47Y@_Ysuw8GIunKH7MR-HA4^d008TZcBQ1m~DUbwk*7n
zI>dcOPv0w|)$Pcxb9VC@KM0t4g~}QBJ#R-=Z~hD|GB3#rdJNxp+T5XNgRr`+d(Vys
z?gp=3F?s)1LYu0eNityy=)*IHINLDOw?NV{r7_fF^C1POllBc^nT3KxJ?hzMNp}2p
zuROH$@*K|-4`39Wh|f?FAM*^OR47Tj=yaa68MFgyH1?d4<uJC@#^Ml6F%>GjN5Cp&
zi4~1h+Ap9iy_8`x*S<U?D_-yfg3}Oi!;XLGv%qeZuep>&h9m-ET)uLRT~I=P4+{>c
zQHt7aD=?>Qc+hxo+^lno>-ZGHxRY&h-2_ej9zM}y&2hG5CV3Oh_NK&AH<dD5?BlEy
zyYI#MI_66gI1u^t4Eg(dX$TGUgd9nHgWSQkzr7*$rM&zR;V0(AQKE^{yZ2U2sPQQ>
zmv9_{clz9z?2NY%VY_t%WDUz1^veD=8&pHARzO*%HM)!NCEp=bCJhmT{2uRFjAdpH
zSFuif;L40d7(Q#+rY+5WpeG`Kix8xnVEyRGpCGtMPf1z>T}Z_gzM4Uf^LDh|+q{3w
zfwaE}Ex5Is0Akh7eDojr2vAk$*_~Mqnt*VK0bF6guBD5sm}P_f9AjjY*sKJ}qMJc1
zl>AmNONo!KJbQ2PtioJ&Jm-zGOYkmKUo@Bc2%R}K$10aQab9nwo@MM7P&dX|*kGHl
zuMp^}v5l%*Q%X9!TLZvxZp0~o+roW*emvx{bL9O<zAAh_P29Y<M^&cq1*cJS7=>F3
z?#iLU#gi*y50o(doK8-A-oDpaM>o#IiWs;Q5CPgeko(5BVv=;Wq!Aw48U3vXD<1Ss
zCcq~i8fMt7^1rv!B+EzR`zLu=U8fgbCjG=uOW8Fd?HwYq((ml0bfRX{swp=t;}1o(
z?LG|M@wsh`&L}Mr0p-6rx?h_<1?tiGl$(r^E>Om1w|D~GSI7D0tO01*uyXQd#>Ztc
zWN-P`>{&c`Be25dh+<7NSCV+3u8U>aWjoohUej;$M0;EqAhw+Qznn8H|6k_}2j@S3
z>VJu4m<U*yIXM2?GxI-{Gb}7D%>QdeJ13^o*@0fSjTMWVyVdreW#$YWo4YmlYQ5E#
zn|t@4d#2;lbN4pqHqZIDV@0*ttCn*tr+TcS?nZUTL?nvJMX2m$6u{A&8=Z^HOUzD4
zQ<~dQ+8bM%TU}dKh|G)3OAdohNLd;gUC20~qZAirh`;hdtQ9~A%+VB)R2DSrcYpyj
z<C|P`a&|iJ?w3JU7xyRn8+rfO#?oF~;@#eoN{Bolv9c#OcFaHG;e{@Z3_xhIk5qT(
zmu>`O|JcY9oPgzpK&839xxvMOAf<#{rMa!4FjUb2U>)&iDRO>g7G+<g0?MJ$m8_Ya
znB^0@)xD{inH<F(2mnI$YDQ-}CI`TODih!;2XJ<q0V%36q%#ExfIA>L5w@_Xx*@i7
z!avlt5@Lr&m*z+9y&9r_2V{T$Va_Y|N(K^j__y$TulIMRARO`C8<!4X=~v+wGHQ!E
z6ZpqWyS<&mftle;dFCpg(#xFLi#s5i4mD<SZ!%;$CWfZ@m*BE*{Dr>pHyY=c=&W!2
z8J>ypCt9Z2Kk(h3n*7Gf`0)?*uXxw5Q;5RzZ?dI{wdK+MFTFajfu-GnkOZZTz5REe
zaoX%*+6{oRs5E+VpB3f?2k;Lw{fW_&x*Q?5Gd2L>k$>6p597H#bU;y0(@CGxqNC%_
zpM<K=(#RIv{*BCpXMUP~{gGdDaYk-r?<Id9RmXSh@WkW`fB7$LHI~L^XT@iSx7*g=
zx4YYni{H4D7@ZuN9Y|M<3rx(+AF?0bpG%or{}yFO$Hq1=3yrLwmZx7;MUC~{-1+FZ
z$i(E#gt*My<b>SF;K+pJ=#ex32U(rm8~``E-(3LzKPP>oW@-O0AHX&s8AG-73mMOV
znq}q%ohwEMadJ_Xt;oI+jopy0vD!ggdD?Q8;OK`m%J3q?E1JuF{U9g2#>g>0@199F
zJJ+J<Ypm&^aD+jH)vJsF$0YAMM0G@h69`I|fgUXm{1g&|)(%ZCh&@4g{w%=?ChP^4
zkpPy(LSAa;y!jo;hX*aph@qFg{g7ST_l6WC=#jE15^Hp!Kqp;z>l>XHCabepv~RQx
zkU*d&I4K0RH;3vZA)>rMBN*=^JkfYQ3_Z{t@%}CX1!UhWD=w%UCv$nbUx4B4Ofj#^
z&bj!w&MF^=co4(i&`{O!M@9oHX8>PF!AaHCA*DguwADwiK?pMZsnlcvi>Xhutntok
z_RVeBMCPsVunfVEUKfCf1Lk&8$xUk$cZ8x4+JuE!Y*S}&n=kky3;NfnKcZvy@RA;N
zX99zM)b3}DyC3=^_P14lk*PeiP4E{Uey<Cp*Vna_G;$u4r198<y9VWia{GBQ;SME9
za&2MB$RoZ9wGRSpFMCv=Iw&PDe-{Elc2(Z%ecIqzMhV257o?&K*F0J4W=~4yNGu!d
z9cpNEquN<}=a1cDEBWQ;6*KL9bMrF60(pf;sW8rYZ|c|XCd>O0r?hcaBCD=HB1Bhg
z{(7P_$bF0GNjlKn0KX}W`7A_zRO-Hc@LeTWR``RBgL_=sm@B`JV)9h#S6o+!u)T{A
zpDe7i9<J3LVtklV{{zUlkQR}uUG1lf@Fza^+)K0szmQ|Lh%u=OYhAl@LYNFj^B{lH
z8zSGtY)T+(cs8G3=1&uZb@!-XoZ0NqTunh)?Gf6N$(*g5c~|AvoMO6;A-At3!v5%T
zH$b-TVD;Ku;yaYFMJDRZ`kFT94iF-M!r@L*y3C{O?l1-x)JAtrrAIy<J$|(m&`oJq
zxF7M7@>D&9)-F=c56qVaAk6myTGzV$!lF3iZ95hR<U>I3x;J6v#>Mt0FuU##_2D%M
z4X_m*-OVUk=z5M8<YGsKzG1MkEvi}O9TSa2D?M^=E4Jjcr$)5JCZ+@<0-F@z5e3x{
zwE-%D8<Y_j-N5y^=O@Ap^-I{W+r!`EJtlwuI|+YT9ILqc%5+BVRF)>Vn^ZO8RADUA
zvf?IdxC3%XQ>kdykRmQOWUEio$1=UY=mgI<qFnK>6Yp5v-oa+Z<Tz=|@z6B*VQG1a
zg(?lZ^r(Eq>ZEiY$`U8bo71nL=`JyW*0=O<pk%DVNwMoqynj*Fb1k1$n|8hsq@3@e
zG8#6-<O71_-=DwHd!r8J!-`lrcnj^~#bZyc$?($-L%q)*)n03T8KGbgmj+wOT_@YJ
zNS5-4K}-yG8-PnQ@qaREj_Mjn!OA<Fcf5EvsfR5~r>g^jTZ)&}r8ChxHN~%<P*nQc
zo{c~2m)yK}!6g0OJcz=eKCIkqhg9CU97EjECbrODKR2I?>CHc;H{0RG#)o<hr*8I9
zcI)_sGXme-j3%TO%<f;Vs}|nHtA@W@6(d<KxQCA3VEbRkjV^vgHkA>(a7u5bW*dP1
zLS3Ion4le1DrzS)?cw};Yp|QmF!6Wh@e8_1O~d9%Vk*o<5H}e;(g%w}dH6ld#wlQe
z5s)nXTA*if39+10IiRvSmP35JZYgfF!=f~|qzPl9I;DRvbM6fcwK5^8U|WSE`{rF_
zS}lpWax^(Zf!VC!8%Ed9ugrf{lz+1j!gh%n?0~}`ual)w%rv|wLTA$D;P+P@JxS>p
zv5loznReXO=IgS8zAtjSYcXzOs}{K7W=)i0{xzxYomyiEmGt84y7}7Gc<@OcH>45f
zt=_mCvVjfY&4XE-#Cy4F2XB{&SQ#jC^8QwQlC0YI;V@pu-46RFxo1NiK$t>w$Ek!N
z5SbDS{i;|Hf?l|?UU1b^g=$?&e)~L;qB1QuaD9Qi<4Cc6tz@Uu+0&kiLyoL_GLA+S
z@VA_6Uvi^I4z9y{qKT#^o+hc_XX0Lp81;mP95!fM*@|RouB-p^47_`o9p$Gl=ob^d
zjDY<3>OyDmSa{S|*h)7B&_Ja8MA%ZpgB}_m=90&ghANMoK<X7NQ7^pUA+=M}^b5I8
zkb0nS=wd=;{XxF|t5w3lxt1!Fk6*Dh+1vBJX=-X`5FdRq7Ms?88$?#L{UnJz?{m7x
zETla?^0g6qczy^QN9K0=E1luu9#j=9y_zb!96)Ji#q(1nNet@$?ZPMMCqoJOTU&}j
zMM%+9OUTb%j?8{9SuxaJv0YOQaHLVVPqtOb@nRxGErBOFfP_-c0XQ-k;GEG}xkg@k
zp?wD^@4l!|E)fcRv787`&-oRLc}e#}xVZ&)961^pEtKMZCi<XEr-B^$jxK+|2aFaE
z0K7e(3t%V;`%899DxZN{K$ClLf2={uOfIK;G~m%L)18r)t=-Gd0Om@Ug3h-wo<AX(
zgjlPT(P3Wj7vN2pTCA>pi5IxlC<W}FIg5p1t<G9h$bsu{%+pKc)~?wn+9A{uI<VT-
zMdc^!G`0C%Z<9Q=@v#sBJc=#J^b2?5(u!G8`2l+nS3*l_bRRP|_@~-S7ngyNSQV-1
zIH`sIkp^^&*@nHG{`yM{9b>fE&hg+8Cfx{m05|?(htAN=Dckz*9f^Btmg8s#T{~N?
zOz#u<<jn^7D;L9oYez?{ju7;ZcKYiKp%yF4BuAy8!kpVO{i5tBA5o{6GM?+;g7C7D
zrpA^aLbF%T-NnaZ8tq$s5Wp%S%sY3uX-}=KheC$?0Ou+7F(G8NvOuKGZCBa-><W7j
zAoJbS8So%%re32)or%zOQZ%ot9=S6L72dZ60!KWr!qUnVMxe7pCvVv>6=vII^-r47
z^Psr|XsS4=L%b?x*_fcrM6?jE^y43(pi}cqFm*vwnzQ6L57SJ`V2ZjI%0p);i&zmy
z#GO|p(z$cRiXW+Hy`|;~i5Cr#?&)Ljuq5$e$(d%Sy93-MIa56<!d4!gUO-}*i((p+
z(94zDA@MLdV#OdZ$4va7(aEO2@_ve&jb`h5)P1`nnz^%}#sZ}dsqBJzYp^#mUo()U
zSD<XB+SeW4TtFiXV$j4Aj0&7mT83*i=#|Vyb&9?lYN`+wRqXMbD^dosbFygbM7$ql
zmFhI~5UB{8{eL-uHiawR4Z2(eS}yaoV>T#bvwogRPco*ucj}_Vc!?@ZZrxrrikG$;
ztXfhHxZ{O9D=_W$uv$V(idQ%d-z`UBw8fOVDvGpGbAq*@^8{Udc9>cbU{x;^x)>X9
zQIl*oe#DY@DcwS$`&!3@HalSrp*?kaVZ=CbcpueLl;NDZ*Te5H@2OG79nZ;d;jB;Z
z=p%~9{tQa;Nb&+S3c47_QCqa6tgS_UqAkh$&#|$?nRa!lU@|AGj!vHdPV5Hvb0pAs
z?sd+zi`1xr5LpyJL#@xXQbUDbwGZ6biX=^|s)ZE+Dm$a)U;}pgT8xBC8wp-fYnngL
zZm#5|WrHFFyo1-A=3>XfL9~_#*ZT6?u_!5^m(^>G*{A3`LHdEbz9)fewVJ$zf`Uuz
zKTnNK;$TIr!O7SwEU~`_Fv6f{G}rb&0tz3nS7SP0F~2FFnyUgF$`ri}5@U)}r!cv}
zIZ@&gR^m?u^~8SH+)A&ublm-XJ)mZ5%snJ7{?oyJN%1x5b%w_tu#R@-mnO6ns|DSn
zlId}3InLNxbVUQ4BJGY9slGmKrNRe2N>-i~GLD#6JyMv%)KNeODTIBBNOul-oCX4p
zhJV0x>jR@wp^7*j$ZsZdKb;evZe$?QpE+Mzt$fgEHCd13-$A>tG-}f8R#h$heBU71
zC@brA8`U`)XdYtXg7#$}*1*Q$7&^l}9N;Tu%k=Rz)~rYh5ug8SA=M^YK{6Q&?I;tR
zR@}mwm;=2?mp)h`omS;{>}vX;Azn9QbgLo`gPxv|K(kp%iq!@*kJd6DIfCd$sak2z
z7kuaTl#%k}pEYpdss1rC*-}yFq95Pn0CMO(DSTULA?YT&+w8VXv1zWv&65<1v1OnO
ztyKrmTbzSwa4{;a6R(LuIc(e>y5Oaw=7msMc;!F?WzdOECGBCC+P+b>jGQYH-v&7A
z4gmo=&6He3nPq?0sGE)4taSJhS*7UVO!gTGrLrlf<`5Np_EReC<hH4?$B55|>i2==
zH8T_@=+(~IaLH;B^K3@TUp$D`SW{WFFOb!pn&yfqjcs}m04do0{G+5~a`5M*>Ej?s
z^bUkYPw3OTN7%<-pi`jUSz64hP_28WszV7W!;xE{!LB3N&A?yWRjSL@CA~o+P*k#8
zy?U``xdCb1W<g|`a`H7xU-MakB#e!XnHHfUCKpAPm&Emcgm%vbp?aR|K!`{0B*2Or
zux2M^$&leTfUd9(bQ0O&dsYlNEbp%X17SVkvuV}0phb^au|*eiq?D5@%Dt;`CEo*L
zLEBJPd^n1l$PJqI!~;%Q-Bb)-DsJrfp~j<4N;6(D%U*WU=!1xe!l<i)l6YM`!dYH^
z;R{V7%XJS?%3X>-flHR)-Mg8KA96acr#kVk;pJ2eReR&R&c)kcf6|OI^e__u9ZRep
zRD24Tj|*WDB&XiYX~NhE-||5#Bk->HEx=Av2ake4X|nr-crL@x`X8~Dfb0sL2Uz&+
zXY-seNk1xnuFgKlmc`N<y|3Ie`s3V<%ZWO3XD?dh4}oKqRaH9LQ6c;hNZ&pTUg9r_
zC8!v-MC_&l*-QcUA$BpgUW>oBz+ucjlyWswC%xDDfKwZ-$j!56yEX+~!Mks?QSQ@>
zrF{`8Cr2lyUcYHq5FysHoSZ3<N-|yn#*Kd4t?TLX7-qbP=9+tPu1sX1SKE(6JuxSd
z${gaH)P&UCgV3R^g@$&9pJ&mmOHTzi><|l0`%(0iaDY>#()9A1O_urFg1QG7EGG4l
z#{x}WT%<fWra&YUQbIkYmYIK;KCv(alhw#BuY7|>Y^G=RMEUxIh?i_xEsc2F0TXM|
zZ%tiNct(go8_}0=)B`=d_uW!*F66k9%Q-OkDfbUz0XDk?>44{8^_y+MCg$#IJ%!OB
zUFgPB>Om>xO%RlGS#t$=6i9fF-XkZA3ewwE_bI#+2W3>uVrN;xjaqD?2%TO+0V?IM
z4||I3b-YxJAJVTs3ia<LZ{P{80aF2lqP|ndpLV<bR#?`)Qcdct**U)M4Q|h5V;30I
z1yQE@>6uPA`{4mU)ULAAPa_yX!oe^P>mT_xAv+MYMzdI(ELod;yTpo?OKU#+Yu~M4
zadnA{3o3Y;a%E}$_=)z?MA~@sE=c+&wD20Pv@hZB&lOA}XLG9Z@71&z^QMfZgO|L2
zDs~iUDb+-26a*@WxmOM)X$f;HplT1)jGQGYADtkI5sVSp1L@mCsha4LbL8OL4L${K
zw66*(pw6oNox(sgPL--Y?GQB~J@@<I0EZ)u=A<?~1TC&Q2Q8liBg>|Ebcl_Sfp{VY
za-8YzoDpJBSBAb*-nXj2Sh$i$8t2YW0l?KZK-?`zD&Un3)!jK-bYd<C@M_;%Z(cBC
zG;=B8#~>Bg5p%n5h)7_cv~p5O+pMT99(%OXX@z)E=}~gk027&Q{-v?FUd|FIMW0?^
z`nq{}mnn!vWJOa!W+lZTm-o9R*!fA!sZZF0G`Ulbicp0hpi=rAgq)C!^{Da?tN&>F
ze8DK%A|5X-Dc9Ue$J$PVd>E^|yK}Ix96zXQzU)T)F=3~efMi^Hq+}w0)CJ(o*fwwv
zKnGPT;y%o}T2?7I%3al{Mya)8)d<UeLNrR?9B-|AJ!Xs@i&`5nvxRIeF^XUxjit4}
zI3R-bR>0!+G=1&~8a}Z1b>}N`8q~~l_%{(161hptce>~y0l}jw+%-?t335X)jw*(b
zb8h6Mxhns(lybkmBQTeZRxkT=&&P(LH;=))rfDD@?uNdTrd@}xDHu$@6>?r@arojH
z2HXiYS_Iq-RNy64A-s07Ql4nfVr(MC2%WFYf^askn(Fz%{nlNBLl5SW+IWSDb#MY9
zM~f{z-s7}ixbdZs-u3TdpAtNuU%TSl2_1*Hylu^GFzBHeTVWs6T;19hG!OqbRnqo3
z4Rge@wVOTH(J>B5MQqQU*AbX9DJ20FyXwGPw?3Ex0*MNT+79VLhs*S~kZ5=iWuuhX
zj>>0`M4ALvM7`#l%tnLC@HW=|raNSTJJQ%L^mrBN{2uBUc<!@L)O9IP+Bl)`F{6if
zk7usn?;qijEa$C|zdgrL<bmZ=ejC8a&}+00r)oyMk8JCV0C~Ko9M~And=J%zzY4l0
z4SbxS?(PO-!%Os;OB@cm;aEyw$RIuCNvxe#Q@-kl(f)1<7xXJ08Cat^Uk=^h9j&)3
zIFG0#$dd&-LRf%dO~W2JqS>0PItD(aoqg0UOQEC#GD^x8NluetSG(EMbUi^Hqn!e_
zxd!_Ra%f0C*(KVEkN3u&!^D}*-Ij(alXJmJGscg}0>?Q|`{HLo05)LpWpgSGhtk+J
z+{@Ek4eOu8Hf;9_X_b1`uC54$YpK<||BUI&F$2L{`TZSMK9>vK1|UC421A2#$pvd4
zM?9+Ro3o(pdVKy{v-o9j?Jk8=w$ax|iFYU*QgEm+ZMeHk&)XwhqK<*=Y3l$K@4jzE
z6PiBFL|&$^@DzWvV#5AXsS2l~AvcxtZ;D5qaV|M1YOKLW=K`)Lap|**d24@WR4Yvn
z6(JATv<EkIAj{J<(iYK}y#>z<g&QdO;jPXkIr)em9=E|$Yb1HqSyy`MtxtKMaTauA
z8(+{i!rQmQ9prFy^6T$f&7a%skDX;FxN;Th`pPNznc%wJUOKzzH&PY9GTZk0)BRSS
za^3DXvwjYFD7-f(DQWB+@t^P2jmaD!Uz7#Kz|pD&pu{)-w8CtnRw67E2Gh}v@I%Rc
zGXq^IPRx%~)lJA{<`geib!Dnl=^k8swypT@Mrc6OCjpd|&j7v<wMgoohaFllzRv=!
z$5@47_i=su@FL#>-+XW+)r^C!Yz_=?rT+EK3Ad{nP;JBAP<w$7ttLHFaHqwhPLETc
z#)yz6%ttxPQf?z>!>%MIH3k=WD3+w^^ILlL4$48c3ItETZ?i-05qx+{rP)+%JPWI{
zdNYcbAA1gud}1{_HJ<%_scT#)e#9M1q<zpGI4opF3`aqJESA);^zqE++Lg2fyX7f{
zY;~#N-ch7$;W|7F+2&MfvO-`Zf``xm7m<x;rakcfbzD@p0Spj{0Ik-6O@%Dqkg_pi
zfsSMCMXP)fpN1=77sla(3r=Fc3)*Nr`Nv=qu9}S)6q6hDRtI61ZbH_wD@I`3#nX??
zUwxdqDuk@;IkOs~&VL5=R_T*SXx8xVBTVvDpYy-pWk%XsIG7^gsaH!0T~U=0%dE{d
zGj%^h4>{O^pK%a&iu3PhI?W}ko{CmB;*7$2Xr*TIZX!_<&jN<@JP@Mqqy`<lFfX8^
z)xdukq#p2mItz?W@ElPqNUV>rM)FdkRq8n%u#NNj;8gR*A3VZKAN(!^=o>&l(0Rpg
zo8=jSdbMIw^g!V@PKAo20UpD45WSTcTOfb9)+xz|_PF#ZIs1RnT1wo?k!tnQF)5e7
z2WL0`x+`%(!^<zmsh$yD<?eS^EJY~a#!x@ZqtaICG?$2R9rxOYdTpMw0cM$QN^WKU
zVfC7N@%)fp;~(KhiHF0eF=28(XX`h^M?Vfu+nNvJgDxK+M+hhwM=N6r`+8~4E5Muy
z>h9$9qY@fg8&`@64`K*NX)Px1O!e6&T?-b$PVvdn;71gQ{KR&0F*8E#LCYe)ME=61
zk)Cz-7&i@AMox=)N{368!zbfiE)M?#wsqm-u~SS4=JA0fJU`ACjJn|U1F$Z{o(u0~
z>h{voYDp+d#|QZ8F$wSJtrN@%v&1ko{~oAXn@flP>C5w63}a^M)%s0fRpkR839j&T
zn|rZ-tTAt6tIy2Rlz8OI{?RPB_w#2XbhQ<8f)N!gdy>h7cqe}jBW?e$U%O+Ps2vL-
zljrMZfa)`;DRT+Vx~m%!LMB0Tg>MOtV8{kh)H@NX@w$nW>ml;LL<<q;$}-JPt$MAg
z!jVXKfC;443vF1%AAZI&bk8>gf)_YTD5*^JY75=N(EQgHaP|WP7BWh9tR)Xrm7h{c
zmKgC(j5oB3cO6D$I8ca^GHjK&Q&9*xpILFHs0zQIv^*BV$F(K73cm%K#8PH_*1pU~
z)Asm6Ss#K8<gab#rG^(3|Gx(Zps3Y@Aid(vWjD@&kv5VQks|18Z;M^aCLihjB(gCk
zQ-fB+t^-d^z~nOVkXLkT;}q6uu4C$R>p;>@VRsMO<Dpy>x~ZIN$Ck7+Md4%bc1{$K
zOnZH6dha)bOdi70UH5lJ@=9<Km7qUy-2l-O7UfTwuqq_;zKQ-Fu8gI%#%yIvWj(BT
zTjRO-z&oclQ8J32+cu?b>~+k@ReyVCGM{&;UXT~^Abu!g9paH^Q8Yx_LD%4w#tLmH
z2UfF6PP(M1_n+3CvPSRRhq`t3oP89i0xjy+HLmcqWG`yc?#CcBLt)Mii<34cR!qe_
zY=6S%4j=E6agu_KA-@JFOS7)Z@Y)ut^b$O!CZ6`ouT+>6)W`&ZIL(!r8qcVKO~20!
zPab?B(aQh$TrA+NV(xIpd0{#5QIV2RQ7CouP{G^E4hQA#ag_=+F=KellScBFi=SqK
z*<KAr(Z-NAQ;I8V7Y1Kb+`!Y#-}8iZW?%L+vW(uRHDHdN9?x4y*}l%_c`s2Cez)6b
z@s2>Q01l|*Z%|K7Ma9zC&loM(tDbekNQxP3&LiKxkm>;AD)HnmCQC7W6hPEdOrl$b
z?=64fg)CQjB~F>hF5{in`@H|1M1sOni9p_!7qe`0*U!W);xxU1IijxLz&cf+y=DPg
zIaO>!h{Y_W#k))eerV(lc8j*hPa-D(RrSytP)ysPrJOINajZ?5SshM&kQaKJR`aWV
znvz5H)3OUW7@={kucjpk)9pGUX>i?DZOq4*;?(mlH^cpxqpn1aQ&^X>-EXjDf_UN-
zbI8Y4G<gqcf7?LdS~>3U%N2{_ib!60VWzdgK79t!Uj7CzG?mByhY?9h+EURR>HTm+
zJ8CX;xFxxAJfcP7zVMj)Z;o#TF1IL|AU;ueQ-q9rY`ttJY4WT9yXs8tJEpd^xncY_
zPgyzIL5DjhqRs-OEHtL=9wpSUE1~Lu63e&8{p|F0JG07H+-Reah%LJ|kA*;$32UVv
z<YWO*QCRvV9nU<CJkbePnzozG1M>Uoedw2qh`3QyL8U40lJeY04=n5&-4W8;D$i0d
z@+DaA^{(ZcU!p_jcD_2%jWO{%dVde>JEnE&g5XD`iXcEZwD5}8nyK$W!Y~2L)l_3~
zNb<(O$5q%sEyp@tP8$xWG2)9RkV-*yHf1>20(rz`WWQ8Abt>%~MdPp_L{g7*hP(de
z!2h)s;1mX?{pY}xiFFvePL?-lWa)<qR@ZxG$+}j5o|rm$9Ty?Y<@DloCM-aH*>yKg
zfzUGFkQ?mC#m)1#{!(C8cw%$9q3(kg%W{xvL^3Zk@Zj-fRxRL1sW${g5@oA1eMrHT
zkQ=j=r!9!A_(==LCAyYD5^!OusB;OjA+oh?D9P!!;o&K@V!F{+Sr5bRAM+Iu%5`D!
z48$J{lc!EISLv(*<Q6aG<E6m@WV2`h8iQV;l77qM;)qO)gP%`r3M3YwhJo)=S=%Ot
zN!R2fDxr|v!R3)Lc`{uPTowVolkZ4&pB|i2y^~cgk_vb(o7UBW_l?9b0dMofcO*ty
zIT5cAh?x-^sEym9Byh!G2T^L+gQ{CUkQJU_O<Fyu9>C`FAoW|fVMk!ZnnDTR-&of?
zIxq~ZXOO!jwM)Sb&6sY=DrvYXU3>_Q1ZfZIC}m9)Dz)%=L;APZeC=TJ87Cm+Nz3-G
z+}#E?r*Z{2BH@Xn*}XnywI&azpp^;r7INKA^0c|VGAn<4*M{7yhKv$|7T7&TToVsz
zU3<@0C~8%J-R?JTwFzH^%rZ3Rf@mFQ8=sOTwuMZ@P>oo94BJmU?=O%XU!MuQ`NWpp
zI)?a2HI;PfTNL2DiZ2RAESl_jE(hfGIx)+Q`%E5rYqjFpzY9by->9Arw<_^xUYe-S
zazdJ&!WmJ5rmQGng=)mDEi8gTgGE-S4L)P=B8g0K{U>SiI|v&RtL3AV=(xr}j-dW!
zV<|K{cq*EhB<qhOhbQom9FG4Up*gP4Ch{EwP`WAhg(4W~sAg$*Y@0&emPVG7<~wrr
zc3@={kMivG?3v!A=Gf`M#`Pc?m=&T4wG7^$YUa1aUl#s{UV%<o17kzxzgUqyt<|td
z=NIgd{HR<=L=YvO&Z6)K_Kfl--n*j!vLbUty3X@8+j%+J;%rWKd3o=%9STd|5Y5}N
z8?rBU6|R(UNrBP$^~G=Zdkwr4A`8RAH$KHX=K~+CCt4ZyB$;8|C+2(V1)7(Do$;%=
z+wBKdl=vDF)M^S{WwqPlnE#^7Cvdhcq1F3f^z)FXCl|7*wVXH%Xtk~%%MC<|BZFs>
zq~`utjPUE-kbXJ}%<QJ-z2AHRp1M>uR0EDox62LH?JeigyW|A<UQCCf87g*CZLr_K
znLvDkz<Jk>=gp2jLGarN&>@62GDm)}<jZ)$Ic$}AX}bW;9#Wa+&w~~J=rYaSeHqdm
z;b9+W8R82Rq*dFlkvl$NtFMxu$A#oIZbYF^mvkEjgb=QB$m7m5_ZJKlEapZ63zw|S
z%y&<1%p>Fw8q4VDFPyH6^+3kZ;M9#<2oa;DUxsEBa4rB)jnof{_J@})@o^K-vHewS
ziXy|YKJKwM>v$6?osF}EBSyH_1{Oahm7%@eZ`x}9_+!&x4T(NLw}LwEX{J^MZR`2?
zw+@ffwdUZm+mU4?X#Yn-@%;Kgr=-1A@KXl+YbgME2;Qj5epC19?~0{ghkUV`_|7zW
zR@V79G-hgX+-<}Ug4rhvC3r(tD5!9}69#UT9u_2}<UJ0Fy`VhEku-))6T2&EJ^1ZV
zek=KMX2!f5KB<0&6!#QOlvV>{`i?K6<f44t(_Gz|W&GAw)Aou}2MHZ=R7*(o;if~}
za9Z%s8J`{5QMK$RF%Ob~hiY(EeIWKw`Oi6^1drrixc(W+LnE);vOp%y1a0jn0$mjq
zn<lKq*k3wQ8C-fpS-t#t{8>@tvJQ;B1<dwMSPCd;iezpll@X9Rr~!9c{Plwn!wqQ|
zUwO?lIqMVD*bC!$O&FwCJGUb1GM6vW_T5}(1x+MVAo=X8TQuZ93p%@oLO{RX6N-1M
zQ8V#|(zfS6$f*&Na#FZ$Q_wv?(`Q6YnrPof$<}eXEjvB5R3aCcr5Khj8ca=Nh4F!2
zZk6#caBZ?Ag6kTx5aRra!*12{q68@F_h2t1mjI3fjVu}m)CR!y-QqL?RN}c_j>CQy
znz=B%9ZG+vG>=8{nW^Ch*s7)f?!auudd2=tuR&bGPqLurO!L^!1pjV)rICbtsqnjh
z%1)?=-D^cjCuR89s<o%7$Ql$RYxBC1PC^`g`L5vl_Z`2ukBd#^{&^>IuD&giJ--A+
zob_HAcHA*fe->=OJ3I6{x&Y2>yv<g1PS)rNwTwwdU#tSedJMZ=l1%WAl|I-NV2C_z
zSnF!1ddURm^a+a-+HGfl3h}d#ycE7inmjx3rMnoSN(yjy(A#ew&P1xfpMAl8xzpT-
zT*BOum8^~y#|4O=D*BXG>UKKi)noe(d*&s@-CVG@H6c|&3~U5z06C3C>lB9mY9M?I
zCCOagwaG_!NpewpWJLOMj9687y|;NU@*|e}eOy<Y0VB<v#ga|(R{9SBOF*>05M59Q
zF2LEL^UMaV5Dl`A5~-aZtS!_fI6|Szi>?^&ao?@8-?-MhCv#UjYXRRMMSCn$Xnlq-
z`c#GKkLB5mTo1BJ&zOZ0^f8vpmN@y=A25KMzpu0X$k<J~j6}8(;HloJ5G6*+qK((k
zYYx?_mkb(1ieS#Rr4d)hsT73j;6p6H_1mYsv1O1aK)lXHk-s#<)&{!Gj`h%(&mzW#
z93AphYJINd$CnMpx;+Bh58$q>{)AS|hjJ3hwGaasjBvW)dBx{fgrSxxAkM_Jp`@<&
z3IB2GeSsFq$k9|x#JlUOjy6~iF2~-;#`^5ZXV!sPw~mxC%CPwCvb|{BNc4ng>!spY
zXb3gqxotFL4iqnKgOEO|VWU1i%wJ+v_di-hJ#J!zP|sb!AND}w;G6*ZzeUnC8Kr`9
zpq+0-wBLMUR!E?2$Ydol*@5v%gOT>h*M<v8HJ{tC_#^?2+g#1{3wVd%zdiT_>NzI-
z34OvtJw?hFKDVwOJWypa9Di!kO0~1BgKmDu6gq8*XU!aFpMDqhYz(O6Mn{N)BFSkl
zTn1q>{#Jg`M15eBhY%7X{0$TMVe6dD)8)FfoZyZkHg9h7i-~^85WXR6q8KRfw2L^H
zs{7r2)n>(0%NUMRL%)Kxi@q2aY52IWMxRV2G+t+Sk$?NOkDcXik$=zP-1z4a*PT-v
zf@Zq^JQWZ5mq_$T=eiBV4sBuJk79TVaFe9zWZQ=uq$oys99zO)-ty29t1akWExnk{
zdOPKRI{p2;!bs5_|735no3249dlXI-9xL{XRjtZL1W3C@d}c8$#wBqtq@JiS2(ydw
zdM&cc;OXRuL3X6c&0ax<x5=Q=p)eSqxp6!K!%k(H(lcx~Gje%MQ`Vhz3G7JtYbJY0
z;&@Dh#3;{STMWW@0ev9)(FHNh>+8TVLn7^l-M1%YYyu|i1MHL_{!9hT++k6_+~x*O
zu#(}XFP$9YKFGEh6CdS|9u$#|;Qzb`Qw{$(tLepQ`FKd_)<;4KIWvn%5BQ)I&4ozl
zUrFZ?*_bs`C+1cg-&0_3DQNz)UQ9jZof;R_^tkaBPt*T|BRJAJS8tNLw>+@A`N~y<
z;~d{$f$~d#O{k?a`np%HOVhf}l@q1gH7^CRy7U}LhyEa8V(eL8fDI$->0%2pDJkzp
z<R;oG&ruJA)Q21=nfyL!H{*x;GlDa|<eXJM3#f|#lXlyHWV5!f=`WSaZVol3U-AR9
z8==F>=Og9iNx~h+!Ii;c8(!#|hozNK`O3$JYL@Q_mu<hsQ6>X*B_-Z5PgQ7&aH5XT
z-<LX<QO(}%P=f1>0_DAe_@j}v0#~yS=UIMj2jFmpUdw#tDU8q>3u2<C2RZ14JgV~G
zMw4Avoyez&vaIX!l9nSu(BvXBc;OM!?ehv&UNc6Ca(uk}JkoBJ$grB!aF9|SeK?E|
zILVL&;63kuv0}|_j~~W)$g3&qy{!5nvrORsQt~2V^RZsIG#_`_z!*l1CT&{bF<>_M
zb!!|+M$?e!NeR~!QMNFC+7H9Z%4EZt#<Ne;6DjSsdX+qR?+;~w^(3I)Ry<tL>8792
zNDUyFpocDyU7S}9Zmg?(87zjS+vgE!+|E_<v}N$KYGf@WorMnh@N8ee_P1=uUT6&B
zTr;Hfo+FPldYw2hWuT!a(Q+8jXHa7Hv9aY_36uO{5&%7E>#c~)N>Q1=P!BVsg!BD*
z(okg1i-DbQ&_=rh1V497!bmYE3Pj1f0bCcQTT#%mb^!8_xOa!1=h4smv%9@0(B*Ln
z#`u8?B@Fu)K1b-L^(77`jGP})f70`%9=T=CC^-(KL;z$36<J)l_Z=07mCMnl5=tfm
zX_YRL+MD{4kOSVv)RnY&LDM;?H$_E2lC_2y-BZT>XF+&JBnL02!7{^^oFeOZ@mqm_
zwJ%KwolSFn#?ul|c3!!pggYJ@_|2tX4+z#vF<8x^<{|q;oEPR>zs12mStyR7vHCse
zK)3pAD8vc+qgW<=NCEl6Hg++zv(F(Bmfv$gyn!AbJFzIEUfvv|@cP#+{ky!uh4SO)
zr1DNBikRcL*NZgCq<tm)L+-pScL}Y67GR(vfmfeVKc?NUIZt5@H#AISGJuIHE9wgF
z8M8!cNH|YTdYD;7Qr<T}+E-qx$dtYX4vS{fGJ_!4YIqe*eX#d%m&X@U`h9a4&Ep_N
z3l+Y4VL~h<RENzoCbm6FjQvd6Pp4VS8Ql=Tq(}KcdqgnvRU^eD<HT&zrqbxq!7ag-
zdQzj-!m9ztQ|bc3be$KM)p>Y;<aF<|l-1?Wjd04^?eJ5`g&s%Hd*SJ6W?wjK7Ca-j
zJdDE@PlVIdDpq681)O~58{3BCS$x?eE1MkK@^$S91gT!N_)3cruAGR-5}4^-jhql3
zZVrqoZK7)(**mH(D`qGO#wqZnuy-;}_g2xpUb7RiB=-nrj=RDo(uXQ4x#jJg;X7Hp
zrK|IsRF5WdnAdO$5?A7BU$(uyGR~t}nHDUu=7J$Y%$=LR4Nw@Y3nCh+s@4C4sZ>bh
zplRt#aSmi!=Lf+{geN&71_nh3MGft@Lkf?+RC?kzF8nU4-+(ch^Mb~1j&O-&$*F44
zi71{RhO**_tQLj?4K2#Ou+mIq(QmWNSWOrslew>V1%*vOt~B+8YUW|<?qpEU6PfOn
zJM3zGjDS1#+P+bvqo7;Q9aFM(H@yjN6y!;YX^Yu-b#L)homMqhBB}KKpjx4E$?78Q
z>lmMRHMRIIQ-^#r1ZTXmD7sp(o>4JdY7A-!u<lrwb4qV~h}C!5)2N3yjG9l&^(NSx
z!ME|t7kM5z^TqaTZ@kA`4WnjBvHSP2W%sGzhFe%~#=6(g8wv{a=#ZJxYF4Im)N>%0
z?g~)@Ehr|^szOlSC=V$Tjl1{#uGq`L5W$RvN-VfkK8Vy|@)#%e56bCw+MPy-vk4!1
zJGUyDnan_V{SPSwnXoA+4N%w3PH3IKPrS}z)qQwPFFLSz%<a5v4n-Jy=ItV0@OGrO
zZ1b6oo=|ignYmZVJX}s_OB#FQ?JeQQ%Mhsj(j=}OzP`Jn5p9avmAUAF4ua`hS`2Dd
z$*P`$fsPw#xTMea)Cir^Fq1Jlf6WPql5t>dwe6Bo8~vwV1E^vSUdHA<U>T}U*9ksc
zeSr-Ju9ny39pCVM*CB9MJ6&}YoSwNsQPM8nCbQ+MOFN)V9!%ahQ&;cNJY7kiEp>-<
zFQ?yyRk#E$Vram}RU%)v57zNVbyB|4a%B#}4+5&x#*7S6SYyv;C+dTc6!?yYEyK&3
za$Zm_r==(E1P@<UJ0WQrv<|+!!$Ytk$o9bVia%!=7NFlclqHr6RBFn((Db<JU!L`7
zAZ7L|RkguD?_3RAg<!a~hzt$aP3EXSmu+lGH;tm)sSC2|8WB84(2KSZ%<i{iQ?IS}
zZ^s2^7UZ}IwOvm-2fwZP)P4U1A~&)$RKhV84{emNiypFHxaIi@WLNP<>z+-5)K5hP
zvT%Btkb;s3t+Cu{>v_}z2Kr5=?50QM#ELh%51Ge9+{yZbmJ{k3KnjH})D6S^E%pOq
zui}1=eCW_E)~?z-sL$dmwjrHe#{XtJ6;B6*jwYnsaG-stpQB%j{nRKaQH223k|0fF
zUO9HEf(M>fxt1b1PvhTnqdXEToiVK6`F$}O5o6WQ)?2Ebb6YS6H^>_s+wN;RB^Bh^
z*b7)HGQZK6yuez7D5NbGn2kWzft>A(My3%?r6gjLU#Jb_d9z6YvQdsR@^^bcIThCm
z)u(h%)~<W5y_^R!&4Wl7flo5X0*70;WcV}3^jir`!w>K(52C`F*W$<#HJDgp3Xik+
zJ<u-YiU0|YAGTj*bCJ{jAd6Da?FTk}!Q2|;bSxds7?6H9YMewh5`pLdEJ9LziL^yh
zI>X7_mQRRYT&r!mb+XX?%m(eT17q6&21;?lrdrffoUKs8t>xPcbJ9}bZyBig`Wr!e
z*9(I0QarHTSJ$UJdOB_)Ag!=rEmhy*oMCPvdRaZc*Ffy0GI)Dxm|a3rN^K6!%I;6R
z><EjbYoUX?L?c%%2SCM&|HAgzj7t&Eu~J1kx$!KE0^a`4^L0_0ce&J2{o><};14i4
z9cxAb5N%jK)WicQe)u3{;2qNnv;C|IxBe%6waxyM1R3~*?Dnrv^3*Y>eA8YRv{l&Z
zP#r2fSxT!a7FOqLtPzptCtM-A<yb)!PC34E&)?WcqRqYV?*@oARHI{Fv)*WZ%Kbkx
z`OQWRn^Cb?bRQRlGL^!={xn&EQIW>rMp~{28#wpY4|On0mJOgRN`Us@PcENiGqgqz
z6pm?K*NJ^mCHcp#ZPQwf7uvK?m3CLokr5><`ip@M?b-5@WxCj3{GQ_BCCcK1**VUw
z{^&_WIFybx?}<9PA~#cYiMF$sV<FqP)oP>$9xfjy<-#s@m=Pbujhv1-8E<uDTkZ1n
z(z0eK+4udrL84-)CUw*daQ9t$V%hW>Zb4C`t4~mKvt`1S_;&geQv8~I<lS%Gug@G>
zXVP4gR#baqdHKlTZ)Bm|D>xnMROq$xuytDs-~74~x!`7KEkxZj%G_NMiL|KP_5H&)
zI}jQIhfH;9u;sAeqOc8XBwWKYlUTdG^hi!obz8UmK6-$x%?eIe*sWKk?WnS}PZb;e
zeQUeF#+l`(yPcRw^&ZvQq`=c=8=bKPVB9*2S-?O_?qR{2m0ks{v1d1f@?yMtx>fu!
zHD!D7M7@^znc<xQO9PqTlUsrk41(}l!By_w<)TxpxT;_P!RE(g)>R05$<P{!tuSfO
z>Chb|9laYkEq&_8WMpB;;|N6NgUG%6>5Vy_fAtrWttPE!(h3w}V#|8B!&d%FzaO_Y
z_~~aSD7IaUZ)KV9v4pdL>rA$KRe}NP)xEk|4z_wDtk1U#@5Sb$jKz1eqmk~9im1a}
z*RuPIQkR8;gaNjXh>@hn?!0bC+HL$GYtPrSqN&YvpQgR0AgOs{!4WAz$`FWi;RS(D
zLWf6T_<?oF*)pkL#NKGVMARr_5)DwkV}CfXj{Fj5AB*M`vJAs7w{Ul8wvepDp9+IF
z%6MutdJbT=ruz2nUi|Gq?IC9@eg`sLTMRfLLU=0g?#bA!&Th~%V@hl9w>qrvP_CS-
zm!#p?PFlFCCL5TVU57<Yi0k8D7GLBG7AGfyk+Dn#l%#AJTLY<8P9tYos(6DD?DlW=
zo;f~igKbEkeOvWl6?P8BJ*{NfCa*!|<4|gM`<DxyEDTlh#^fz))Wu)~k}ms&+yl(+
zDKs>y<vg9hvds9miNQ%^1+uoYfMt9ca4evk^$P*22jONUZ%|;5O`EFvS7N?}n<U4`
z@z^VzwRFKiYKK0opPws^KtP;}$31~7m*nBfxsggSJHHzI=*^{K?ZS19A(!Q~UY=&}
zJK}nsLLPR=V-1r75NStA&(3+AirqCr$qO=xS0}+mj#rYiH+b4B%aP`OF@u?uiM#HA
z>0iQF8na(8Xo4Z`c_o=blLVGiW)f{1h}m1^+iWeJ4{KE`fd^Lg3bUo#6+b}jnd84I
z_XA`<5{CH7a=Mo#eh+01!rOtO4)LNw*szKZkIy<0j4Mo=Ul`6siWaS6ym#zoRm1q?
zJgbK}G}X1SxVh)6Y2PST6j<mixcQq3WBJ4@c#h;cjtBtDL2^Ji4%42{xgUevt>3H(
z{Oovg$)m7r6k;^Q^Ed}qry22Dw}~YNYv_~Z6&OtsJRl(u)kIhr_wW@jBl)3Pl85Q^
z@UGtn8tlFuxYDfT@hXX9D##>#^`@$^PqrJpmOD%OA<M1r-Y+oo)S3;;VA4LZbaTs`
zPrNqrmeyp-qJ$5`^T$ju7pNqto+M8(Z0;e*kOR*skKTC_n1FL%KB?pxCYVrfmB=b(
zuA>ryPj0e2>nC=?=~x}?Pb4}#ic{j7S*s&?RYVY^&5fBqB5n0$$1f1eJ~CH;EQ|`9
zLG|9occDX6Ki>vdZEI52u0x>bND|b|wi)o-iOm6wotV&7^~5gP0PveIOoZt>>u7<@
zq3PE>N=0VN3ce{X9%_UD#_x+YnJ?z_=MF{79;^Y;v-jU7?U=XyB%yCzWkKT!&wB~E
zOIv?9E5v`Q3r7`3(p}mPI4|T85PhDLTV$Q@ity*Jj&7=m$b)hr8n()pnYd;Ij{mv!
zJpElL9XiRrJ+Gef&SpAmWzo2~QKHHgJ11WQA_sI)8uaozDI53aGaN9IYUq|YhELHX
zjSl0?Ut5rW9d(0r>T(7opMb&9W*Ymuynl`>96UNvi0n`r@=oQ3fz=uJTpo|p&GKT$
zpa8sI{l+G|iKlEDC?SR`O$W|&=UWc_$AjhsV=Xkbo9`!m9iT7hl%SIKbH*13!0n~Q
z)joB>f1YX$4wOghHsGA<R3{F3y<HWbA(fK#!$eDmrPKcq@=gariDLXt3nMSY^G5aS
zx&$S{kW&9q3lzUE70Mr%kjh;i_MK1*Iz`?9qD#RbU_!rwL{mUD2ps=3s>Lz`(Sz>x
zG5Jh1eT<I=K|oF^pjw@zu$b(D`~xYT=+6P9ci&K!SkhQ1(5QdUF6g?|*-J*AGbwYX
zdoBXUt~S={g)r%>PAD)=<gc=bf&-{gbRvOVsO=%A3%$ui=*hN+>Z`)Hom?`Qb$*Q8
z9qWGMV-Vp{VcuHqY!3_7a-OgPm4l5Ua}%zBz;Lu+9~L=-oH!5M(8><Aa`n{aPzfzX
z0!@N<lI7YRzWjKMwEy+Z<ej?wRo~aWcCM9!`;ql`to+$s`UEV}?vJFr3fVttC-0|7
zvhs#j0YB_E1I!WCZga&=ioC&mE1NC0FP3%!bbpA%r3llWi4|R+{-6k0xZ`BYGFd0A
zs&z$8lY7hV-fJ9Z$?~H!5UAw7DqZ8%2~vhw-vya$h0u7f+qaJ`ZIfQ^{K7%ba`L4<
zyKz5FVj@Ppsx^6;Z3-AMECeyIfW?uK;E>PV7^#G>v>7&zDkj8;j)}@UKvwLnFC5C1
z8vJpZRx(J?sXk&Bi{d=^^({sebtf(BI5ouy_HkRA2ZaXJP(us+aoY`^`}0~;&nmdc
zDOX>|D(Xh|dqZ98GHOS|HnCOBFFRdbk>ye954c_vT^o@$%h*si<euHDX@_u`oDt@n
zhEVvhxd4enav^1cT7IR!@P~6GT?N<@8~QAA!62`=jOG;F>Su!Dk-%kxFwng?v#h1f
zW6c`r-9|^!4_uxCLih8nZ<tQ!vWoB5b$44|*W)RWZd?bv)vkCa<~6U<VPRCntLs^$
zy)3<hwCIonBO=fhUH<@c9oRtqIkkvsDY|f}hjTtpPTR3|6iqSmh{J%~bZq5~6ly?H
zC?M{h)13JRH}rn%;{;r%CzW$m4B@M(t_QZtUGD5FCkP3(kGP!P4+*oabB~{WiY~V^
zSkSMh99tJt23m5fwYmR+%#A2m&F4ddo75r}fxiDmJmbNb%sQkZ80xUTGx7mTJtxA2
zhLk0BfsvZPcaFpgxegwS07YOvJfdc#?P1n3a+@&cgGuSSnK((F?(0ApvphPO+)l#R
zA0=v<fgDlGim-*{t?^Rn4^htItPPl)Qaao-2i?iU3k9b238DXJ5cPO)yldGSXBqb?
z<m(l=LbxLQAPEO6S969LD`j?djOW{O<+WI-Pf^|zHmi>`Z#hJ%XI?0WvAlETwiz~@
zyvQC_v_)RGKyD6eAmu(>M1h-eM<IVP4etZzB^ye>k}Y`DuHR*Z%wg;xPLhq#jDG?q
z`9t9P<F1MB@{U4lT|#jy(84s5$<FR0;$u-Kq=NLJQLlI$S(Pac6fnMUYLuiMF8_kf
zIjhGC3A00vi}35w&EzV1m{n>OT%@xpMY}f$q0UaNY+308bD3InIiyV<e{JU19<9`?
zV(pdm`=HNh<oDDE=#L=TOZ)sgAz!v2TnI7y<Z}0(Mm-MdD*UauN3lj?`e5Qq5v)tU
zme4owPcN95Zb}whAC)o@Gl&IuJf8mJ!|KI5eZ4px7=L~?Y6TN2u>#68dcR|0R-6SX
zck8ppvz|b|ZpRLBKo|M7F~0n&ol$~-?{#Yo5?L^EyIU(cyshnqFDIXeHDFz&p&M;4
zY!h9}rEEx|_8j7%sN!@*1TF*v^E0_wuvBkjB7DBfQ-aEKk8W;TY*ODG1H$z;(c{?o
z<3T1GtJdm|ne1L>o5WM;%W%s~zMeK^aZvyJC*Qk{!R!(mo;_oxv`kIRK3|efnoR8)
zoZles*89xwW8y^fe$9bqNh;?4jWQf!#11LJXXaW^Eode-U~7LC6#c;A_R#xK<IL;W
zk_I9m6h~p8{ePX4THs_-kLf7d{&YLllN7G^#g8_MFeKYyV~G@DV;6R(RywRr%73U{
zl@iA*Cst8iorSq<kj$LLq4ne(HH5Rr-=dD=a?~LgC={_~<b&gsbN(H$USQ3m<R7>R
zcHuM$Mi^v@JBbZ)z!A~V^hF}PG;b=asO6_QuXhT`1f~Ao_iKjG(ONAd@ylvx9Ku*j
zz*J7wu(6<pO4UIl_?S7<tU?JGg^9u;NsrGe)}blHP2OyM<(2};<&~vZMxg1@>b8VA
z`#zHs{sEA~GPo7>nMdGXuF2%Mo1cSl#*@t&-EoLAUg1xDtc1>CEOcR-!PB5`Dxph!
zoJ<JBzJM|%p?2EQsv1sDClH^!_(eZ}@W=xa%uAB!s3oPud2mBkg2vFnoY<%uVhF|X
zA_X5Lm+x9QjExI(=%M9ZxW$*I_g=%Dix4De>(e6_$c&Z+)NA_agoRziG}%UtK7h;w
zF573n(ww?UfP|dq3v=fcQktDyLsC94Z;ysRt|zknbrV6uzMT*fpdbxaS)snzF1{!c
z`q~P?0Y{ubqh?%DeI`*R0byz3z7zLHAY1;}ZtGX<dz4O-(I0x2YjlM5qmZ2J<q?Hs
zB2OqWk$uq@U+GaxnK<Kv-OXe4q2gT1^SKB;Ksm7;S@Q)fnj-LpkcBYUrGU4Kk+qFm
zU@y{`+6*UVnnNY(;XYo!yD&y|WVyEw<UDqdmGyu9k=74pBWlO#x*!Bc+|taINInfK
zzUZRDG6a7^LOm5tyEmPTPiRRKGy0*<{=t7&+i>MC;gi0^@bkE{PZQfA2E2c5?W$_`
zIFxUU9sR&i_BW=3EMD-*sv4L{SL_42B0MdKKfRaT>IUam640R1ip{#Wax0|=augXZ
zX#UXxAmWze{$~AP{BA4;8r#a||KZ}DmPApMZQHVK+qP}nwr$(CZQHhO+pZdAp7nAg
z?%cnS4_(nB`BDFkQ`TGA_;%Iw&gyuUg@J-u<41d3lUBZ<utz}<?%-+vF8J^>2DTpt
zd8$si5jUfwR{Q`n0~giixwKmGzaOEB3^5th$$`vQ>~Ttta=bT#kB7J_>jJ7ZeY|M1
z<Zb*H+(76a0~_1z>%pidr&JRhT?JL5x?dUVmu83lMmYRC)H}@Yp)+KVyiWp%xn7*D
zbB^14WXpiQF87>=2CBpGkS8u9{?7G3buF4Fg;P8{y3B2gEWwC77rni>B6%Ro-IMk9
zVtUp2ETWDe1nL&DfYU|NHIFZ^(LP1-n9t;LR)%(e`DAR!IW~Nm{qIt9`);uiL8_1;
zBgx8?y_n@lA~}V`#zKLS@1s7h(zx#s#;8rfC*i(EdozzXlSdQ2oSIljw!13m(4Z1z
zo`RB#gbo4iIM<uYZo?0*n^sj*Hi0%St{9*vXcZil!d^?=W5;F?rDhi#3hq%${is+`
zPnNgl4Os|!Qs!V_Yt46Y9hHsx5qL)!%Y3P3Kv24_r4Umb{wDJkIUle^BDhI!FAQ?>
zjpYlrnoh0c=n?prZWEcw7pDxatgqNPPu)=Mp+(!2&ZbS1O@JfW5Qlk!3qPg-jA)76
zC3#gGg?YYVJ-C>oi}}pEf&KSH^5?i>VT9T9NomzVsSE}dc5_wBX!31&g;OlTa2g6o
zA+M1=0a{!ogDmWHTYM?9MEcKUZ4*LR8IMn$!1l_<YadyrNPc;5@odu6#U4yL&i*hw
zhrRF^^CJu4-emQa!ElKcMb+05?dp&IL`&9mkhk;0sz;!8(M$!I<u|?7hrM)CbssnF
zWog2hwuE@O8OhUh)K`NGPEuqmDL%=+EJ~(nmZ{G0H&tvzf@^L5*MVS_bFG@xk*oUl
zD+$oYP=U!Sj@^@1?)W1~cnL0OCJY@t(<{{H>alNxWVn9{_=%c&3Ae+aj%`*K6204W
zzF76@mg0Ngp&dH}eUcw1H*JL)Y-VAv+ZgJk>cD=jhZAVU&AHP=ABfX|n{|yjTs0-R
zo@{1^Q6HJ*VS5&m!I5%6aQ<{2-ErVRuAId$Dg^#GzfYwJ!U*8p`#RT9x3Pqs&(VA+
z?s%MmGG{Y;f<DhsGj2|!z~YkBOz|CGB^qKfkO$c2@;(I6axC@B&ZQk?h4(H;5Lip{
zlpmM|2LC4NG8EZDl@(UDaWsE3VcVdvL8Ge}ig4gB#VVZiuV7%AM=|%Bfa-<2V*JzK
zAy(rSBlIBM+k8-h{EC0G!tVHIJPmzz`BE(g&hGiDOV1!S+&2A9yS}a>w%#d?hFkj*
zy+Ma5?5E%v5Ll{sN@i*Q@#u5RQgHDnTokr_z_s#<;*>yk*FI7=e{$t+|FRcD7fX1t
z{PPJJ?Ov1_TlgHeydVPBI?K{W469q!25L60^aSXJd1eaMiR=5CQcm)@GoSpz-p4;N
zye%Jf_q@6CFfxzv0)s07xSJ3Z1bPk5vpPr_O(+AE_EM?ridq@a(t^x_;z3HL>3so5
zW~r5=1&XUp@a&nEAq;)AiS`6)K7sgXK&%?Ssnjn-f=^#!Cj9qmN<x$$#JSn$szQen
z(a0Wsf!5_{NITP~H^vN%zg1P^TjO0t9SL~;ekoE|JUzS@NnztxQW5H$JVM<=Gy)YQ
zabFyUJZglqnibLmzfS=_?cO@Aw{;)>W%%wMP{*ZyPH3-&$o(6lzCtTzB<0Ff$uAs&
zJe!+@y&uDBQ9Yuz0@K5(TEyVP1EV?o?GO@DB1Awcx?BnADQ~3P?Ta9g!%}w@`>2G7
z+jYE9zb~8VW~gBEsbJz#*t2M9I|KN#sbVWLLHu@o<w$Qz;TNw2z)riaA{yTc`$;~J
zD(E}R?x~MW?35?bY7(cDrn4@(Y^CJcV#^lV%H+=b6<D!Gvf?P_S_!hKW2LmBo0rZm
zrZ*<gO0Pf<{a`1#Qb$&-1woI2Y-a9s1tkhi@x(gpP5;nov-L5&e_GT)zgOeIw5$lB
zf6ph}I)L-Kq7Fs1@K1)Nwvk~t{YjR+ghU_t&^0vt_YlYe2^l*7<%E#bMfxz-J!>l|
zmnOF|O3wyJ>r`>$SJ#T<VZxL`jDmF_FNk$^iiv~_A@b!e`2IE<mAbv-wjXO~t;@HN
z5Fxo(x`-Api1392v>}{VF0oyaG~6q5JOK!Z-(^_yTLL`|!_IdQJ2h1rVSM>i-?X0s
zn5uXZq83Pv<#UimMWb#*;o*H#EWZu|k1Dj4#Zp7dg2x!*Z`e!c_aPTA6QP)U24&C+
zPysoIxsEOR2*d*KmAt5a;cF@ppY)l=peZR3OMCZ(g+*~bEmq*$wok)kWURt*gSOiQ
zu?@tENL8%<>Z>Y-7FPkPq3g+W8~1aKH<_%R8@<g0RHM?=LNIp(2c!KPZ$L0A?Kn>#
zfvI6U%#oii9{cV-{A-Ke@`G$6e|}mIkwJp^B?kgNSE;ooR3p=z+HaFdC%X4Ci)%#7
zzG6*qG4(XUl1Ih6TFj(#lObwq-bICZ%NPSyc-f~@vim7zv3FU;CVW8fc{<h1aIh3c
z#MWA#w*!U>FjDXAk3e;#UUk2|@&d^O7*^n)+N-hNFvcy*eq`FJ&Hz9j3L}W{a_sWk
zWx(EjmC#73p&WpdwJb<0v`m&p#gA8g;NWWL!m-GA3ksfKwG`?6yU~Rz%`MFkTwbWe
zr+a_y@6o|!=71&br}AcWPWi1VnImVrS4kY-aAj*NS{4Qz5SL2vY=r(+y2O5>Wvr^a
zI7_igB0^%NEY(=|><lVt+C!zb-We!R>uT(x<UF$vT=ma0zFM_N0p28rcClh2k^d}a
zG@(Pfhb|HngDzEp^Iq!iBWP_=N=LXHIN%N(39|26z)Ccua*zBja2c@sWWd1SPP*#^
zcLTFz>Y%bSJe!?)kk?v7xnik~9&|p)gORwWwl(FY9}*iB+*Hx}7M);`fiDIbfH5FD
zXtlkU`L329cM+1~J9hkVh4Ejc`LP}(iXNyU68Mjuzm9HX_%coFkr-|qJt%^AjiKxs
z74^`-ws%8N-3(t<Qa@+SMFp~0)~Ktm-ljXG&~*f;Qy;GOpqP2C<YwL@{qk($H6d4$
z3WCZ=*6N;#5g;^<MA3mJpE$MpGGqGe4GyGq2#U{=4B*Li?I-_{&v0?4$|^fLz6)oI
zOOwza=QgDP@O=9u+3q58ZWQZ19KPQ!Jt9?^oTsYZiL3*WBU1)lur<y|na%iH@i>F(
zS;*{F46%Dv`QK`1pV@<^kbygv3WDe*V|1Q&jy~G3e~~ZO3{0h?bokbdsn9!99HlR*
z3)o);D_IUGP{p~216JYc$47cW;r_O~%9xPjGUWI?jE_v~VL;=sBL29^xJW4bIXl&T
z(TxZexsn;-pQ8kBvsBY=)4=!EB1L^L0A3W29WFB9?Ok%K)U>-Y{uu1X=`qyE7tk9M
zGN=Q)sv5Z68MvJiQc=<Ko-fGd;ic8{W`L%j`%2iN+Bv0(yV1|3p?OmhOR2yNbQlur
zOc8&!q?3O|Dv1~<|1I)2H-Sz~lY#c{)@iD9Gz2x%^UW7Q!o%45UkIxO48@2jXzM1<
zUys~h{ec<$W0E;*4EVmkFQhuqv%<d+t_b3<_uJK<_<;)X+-9i_M<BakN?Jz9A8e>+
z0VzUyoUXL5H=16a6Nn_Yx);f>N?cR_2dnDR9<mR@CE!%?!{qu|(ONbr6&_#UAu^WO
zCmtodyhB1b_0z(goU8WE*et0m5{^r?mk`ZdpqE%ZqT>`=s|%Zv@KDyC|3z5*H=41v
zg??50hS~!r3V1Kh)}X|<Da<qOYQ$W0f#3%-|MGEX!IdM2^Xt-iL>e<Ly)2^a)Cp>z
z8M>~(_bTQfdU&9777L2tMii;Hy7J-|EK}scXI@uNM$jdB@1;ECjvja!<Z4AeXz;bU
zrf&p^3z7|2ka5Fpz#qpUaX93oY1*(8=aj4~)1i%Ioc(WZIClXa-MLTczaX|_H@GR*
zH^a*3(CsHpTiwFWkgxaTcAp1iaY1?{&wlp#7G%cma4OY6R-Fy&G->&NRg1XDiP4fp
z2UV=Nt{Ai_3Dx6{#j)8}H`k68ygA+8wn1#&wB1?J{d_Bchp!`7$u{H&jIS{uF&A=j
zN@l0g*;Q!iuksGoJSIY_OCm`%@F{fOmvS=NRCDZi+cx+@X!@{9_ZBTrQ6EeBnwdW%
zXf>gO5l<u8dnHSCezqjh{r3u0bt&5OjMRZyr84)+S?KJ>LuY%B=X$iu=2lUGg(-GR
zvF}q&b=0-v_TI`sf!hazJ#JZBg+)WFwET!cld<BnC<tSKBhXa(7pAF9$<P+0cp9g~
zv8Z3PM{}0IEHQ5_A7B;1Mgs==MJtt9S$+Ghm!p7W%rlXlqLWLY2Nw`x#VsrwcJ$5y
zZYbv%o#*LluFPk3Zov^roMbd+V8AMux8P~rbS{Ltpp<cMS1f&LW3_hjl1$;sTsoUH
zl0doyJ!Gi3W|4f16iJOSqj+Lxt;{f^FlhcoQGTXy?Tx!V78F^EsSfdb(6(8f`>2n*
zlkQtwM*IfrxJ>zfBmQNa>vaaDyN5?>n$*J+v|sg&hcSQLb}nf2za(-fS`%w3VH`3f
z(Go{ew<G|DeE0vRM#59G{Ngeedtc5-cV?hR+ztK6EFCTnpQvb1;=l#eV|^Z>*a5`k
zXlNmQgH~FZ1sJMO$7~hZ`)}`ZX#am#SH=FX0aG$eO-KO%b5V2!Ap1!enk97EYIg2B
zT%H_RjF;Ug%)$6ze)z4c%}~jt<q)R?02%uf(ueJF&{Owh?X2)7{!vCt06agj9wm4=
zrX<FCn~8^InVj)l#*l6JaveP0`u56f&BiGe+1ESFJ_};@w%pBZUV{^7%?nn^CbVvz
zE=*o%n0luAnQC`JA2H>PZK0<D?juXA#7QjMc}gB2aed{FVW2e1B)@_0(~@M53oT?_
z24f#DapR$~p96|81#j<1WX(g5fv8bx05d2sI(*}tcynIiO(cTps+$I$^Znt?nC7Q;
zeTs_UAL6TBn>~fS85R`DqW@deMFCC?XdP&u=V}8K?;LvqV#@)ZG`UC-TI>#Uk%Wbh
zI#<*|;JIsW^BlQ!(XQwbS(Kes#Aw~^lJES)!$C#DCR;IJ)d<)n119d*V+QuHas%(1
zT|s-Rb!HluK{BVpv<i68|3|GhU{-THh~Ni{)S`M|Eu-;z79aQHg5Y_n+0@~G$UBrU
z%7MAPL-o=lNR$gk-cXN07j6x|Vx|1vZ%&kU6vVxBhelcF<uC&~&%0tnTOUx+b<<2y
zMLQ>2$p!Z&QCDNmoy9ZYbCsyr%^Dm4$f0oaaUw;%V@eoZ5z5b&EBNZ>X90jxmN;M8
z!+v$&Z3upWf8F1et<EYU&W@kJ)fv{5kJ6s=1r3gLHTk}nx;U(<VLjOY66-`{mDL9U
z?5#@`rUQ(9aQKgnPzd+j;>p+d5V+%QWQi|UHRgt3z>taBXBd^oHJos_YCJkxsu1#4
z*7_H;8bt$1)%GLm6~%fRaQsAO5e8WKl2L#hBF%67F)pE}rcy^-RBOq$IJm*=(sE$o
z1pmBOy3#Qe8<lnp_)%HD+0D6n?TxZqDm_GuKcUu2>F^Y6au6|<=dSP-Q(-{6^H)1<
zn?bIpbcOEeaKzcNP&6pRqR1{Qt-m=+3zjBm=^VWjtk#74!D32JJmtJEY~u5}$jIi<
z`;u#f0T9bfIEkzw$V8cS=90>uSNHPqATdb-yepzYVF6|)MT0e^6}3ptuDa@yUk6&k
zpC${-zpuG%5crk(-*+H$uK!J@j7J3Wvx)RSeDaH-rXE%OgMw)X{Hnm*VL>q;YPRRU
z4>V{8oxbWwcueUhW`ub$9Fx6Y<vmx2^pDQI%Dwr{Z9e|dIxC5LV~rcibsYUzuD4aI
zmlZSU*%h{opq0}I5MD@&$ejcdg~Z@7hNO<*B-2Ts)&>#}VywO0U(GK$TwO?Ek|d&%
zyb@>B%Rso&23#WQyHv-I6#S>TXUAfMdI<B$vcguit7>|#aD={nX@4J%fHbckkM<m7
z3)ZiI!or2R^QjH<=au0khjQH(F&g87w)NCqI)_=E0x|L(g%Y@geufm~v~3j8;3MFQ
zqAhRmOO*H(;O!7yUzkMqQ+m5xhMduXQ$n_?&LxJ<UuVkdRiEtm%sESYl)Zp1KjNXj
zbY)R4GK6irTl}F={;XHZEkENJX0dMHLLGH_CBtIs+*7uY8E?XfqU5jCNoFH95f{gQ
zvn;C8UW&VOB8jo_bOb_2mG92*2Y6kto5Y@IGu9^c&FjU=Jn!j~OwX@zBF_&yWu~2V
z*WiCe2(+Ez&OCD$m3w^6xlWhkZZ&?lO|A{OiO;ZWp6<*@6h{aFJVDAGM;CBV$}Haz
z-L0$M=&1yl=#fD=?w-*0#4Or8=_k_7`(_`m*mIECTcB(-?pfQBGBf{Wi-A`@iP}vc
z5gJfS>-Z$-M~e?5s0|?VPjUPXC0!f-OuBWmypB3dfEf{XQJv;UF*9aio*(LX?@DiN
z4}2aP6X8~KHH+~VpRipJg#IBS$5~pQYd=unTu>u%16jU|9*|HmQ&x3P6)F0{OBHox
z*~82y(VikV?X{}l-H@EN9Rg^zJ+U#He=i^2wEcYG^SbDOMv3BjPe*&A`K*&ezZeEh
zrzre>_1}{Z&A{8xbtI00jaOxfx8>wO<)^$p=XAQ?2p>%V$)a?Z`K+rAs>0z<kH`vv
zp+oDRyqeR{FgikBPfnlxG<<YY8$Ft$ZVel>>M&!Lueqbo^?isEW7R+bUY(1=C!C}g
zABqhz2oCqe8~G49?7w&iQ`M!)!sS%{d&&}Q>J`tNz~Y72S6P<XBX94_4Dw##@V_dk
zD=vd%^vOi8ER&7Y1mP=HHA?2`2~EV$_RW@Z=xw%iUlSqZMQI@k!WdBT3%P-o_M_eH
zOBk<FBG~&ha^K71y;%u9fbLu%Pvx;jIfn9=M0y~YvK#X0b$ObdiO$Qemia;9atZRr
z%wKRk3h1Ba05h<0`lA~xx#$aA0R(u^N9K!dR0DJB6i0~!p=7N%rF3$NF_^dekcF#v
z_$5$<RD{JlU{V7E81N&{$H&6l*4C@KYWw%GPd9+ztn06(`YeM7d2qPhb2{L^fT^qJ
zvJ!0>_ZZjH>q=1N7O0&2Ber<m+h3i+6!Y(bzm)yBKV_S1ATk?J(I#>x@p^4oc`b3>
zA-ZkJPtih9w0P5it?7Gaq3?Ew%T$M8$mv0Hao=oqbj436pF>63k?$!4;NpZIPPzvY
z*NNcTG=4@oWVeP`nu~Jd{El3nS?fN{HT0~AOk!j1%lNA0vw`1HP42Rg5LfRdO<bVH
zAW_ApE<0OqbC-)-OMQg`cj~_gubee@bUcGa6B3~2vMtvGVtfN17#LeOb()fv;(59=
zC(jujZz%e<it51%$t%GW;ywp_?q#hHaEbVXS_0pWBQ9v$)%d@mH>(Hu&2QIk4aM#1
zdDn(2#9qf^cIkDrHxxm=Pa0CzmF*ZkoB77oq8Q??w#j>6C*o?o+>ml)UQ@_n&xp!Q
z*wMU-CG#FEhC}VFqa5H$V+X;P8<3dd57q<TVQ;GI?}bU+Tg8>e2>iT;WbZ*ShSDe+
zADCeRW&dkXSksc<#gbUj5+acv>u-D!bbh=IlixR@(u<q+f-#htHV%g*S?-l_GEtL(
zx4^xjpIEZ_^9Zsua_&@|>lr~p^UXES5Ou-`JJ2ZF8Dr2C6UiU#ZBSp(MMH&?inshK
zcXCLAgPdvDN&%Z9eh~4IEx#WUUauq7rFx8`7l2dqkT-=ADcjI#D%toVN+LHbX;!w`
z@_7zWQy`5np-;{Dq}S!*_-B9YYU-@J3bckTu}CHW%{hq1j9+^PV<f5t0z{o!4#>*$
z2?iPrQOD#sHgvBqvzf$RKRdyEk`q$XzM74-F;X!d_Xvcebx<6s5?y-e@9gO>f?Ii4
z0GP==jivkhINrcewkMAGSJ{kv$R!P+;bz^Xz2yP$m(sfsr>YwjeTb#v4519m`;VSL
zy!jR?$<_$3l||as1E??1VM$rzPyKv<S39Q64*Vxy1x|^<jk9Njd?d8+etmtZrhV5&
z(ideng-HHQ!eu7Z%KWw56Gg7=`~wg?zrac0=)9v}+_@Nbj}JU{K3yGNO>-E+Eu?R6
zO<B0iR*Rf)6)fu=1JuF4HI1FLX`2+3EPhl_Oe0Dy7R)!s!#7Dzw?<G5^4LG}=X;_)
zN05Kz960)r30Q;wQWx8`cakD*^ZVeFIYCe`Q={~iyD#I#u8S$fU|!Pl^=*J5qlWa&
z3DQ?7YFmUE=(0GJC6X28(VuP$PW#aFSpN)J0LQ3)+P9KXa?7<l_eysi7=flALpBP+
zKbM#T#pdf<!?D1twR0Q$MUX@X(=JjliKBu)b>opin|WVF$Sg0EgxQJj4jiHGs@7by
zSfy!p!CiSc@8OYY+9z{P5t!*0;of#w9=)Y{#`ZlpUa4%V0E=L!m-0{P80*yMR+RTw
zRW)kAQJj4A8F=Qz*v;bk`;Hljy=s5DA?Cogj8x|8`&xP6zF1j1{;`2N*AUyG-|72f
zDaO^VgY@m>-T<^jW%RJ2BaF?55nX8YlrqfQcro`>S6C!+y0T5a%T&y88EJ~(Vkt}N
zT-<-zC_kADT-9(p-Q$<%AD&txb<b+_CcCrW+Ly+Hq$%oRlY0YDZ+__(=mDD&`FPf$
zi(8+Am&b%m)VTw~#3n3WC}(J}YrUN-Va!2=a|xN*p{f>QGSQu*rhz~K)uw~=yj|ue
zKW0>~-vQ9_nh39LKM#yMbD2z-!B2^a(xSByghMenA1r#vh)wE|kBGxDkQ75MTx&+<
z18SXbfej9b>^H-P7xxoJ*~uXOm)lyIo%|@?`US%Nt<8FN%~Iog4k(U#$<iFaT%|Kl
z)vzTtTd*t4mbaqT69cTMDVZaoN0*Mq?2a(tAifJoG1ArdeYmq!bpOb=AJT`;Q0?DK
z<u5Bk?*+%K^b_0igC~bfc_b={(V;MLUd2>W0}8_k2OBYDX-MX)b8`Sc1pO8Wgh7O1
zuY^_>{96VZqhNicdNW_;OoKC_610FA#BKR%x2Dv|9JwRG*jB5;YGQTvPa)&0cJTbA
zA+N0Kb&MItnwSB-E^OsS%gw7@8YO?2XR{`xK!G*j;2bk@cMLa<xK3<=VJvrMLCWyY
zMQKUkX3uL>&3EtI1*ch);fDKFAgKz_gUJRe*p8E_soCZmU_!;n^Hm0uO|4xgcF$&y
z%}V@YVqqj=wv%(O*3EAYbbORaYsX~H+=(V2JnJF8SZ+Dzh><a#n5lB;lM~YQF7LTQ
zIQpOA0H8!|tFT)S>k2pa=|sof^qct2p~wJWE!@|=h?y#J+!)pm@S18z{x*f9=kAa`
z9ZN!<6gW;SB~Ab^-q}p&-eY_eI>rgBM3#rtZkPOqH8Qb{dD0{Z+w4O>`%fi~<4w2u
z+b$Y6GUJ)>0sakJiU%d9DiO47^|R*~W!~B+{5;pi_-L%b<<r{7t|_OYNhkLhnLb+{
z7h>F^@;uEicYAZ%8od#Pdm18+c?f5ebtd@ZmFP=W%)Snl+Cmn#E?XKR1gE)2fOs)B
z-^eKw#&@uvw=&a7>!phbnAW6=dwSaZz34*Z=saCWridTi$tf!^cJxz+x#3?_yvp6D
zPyRXiLp=2lQ)~m+$flaj{jv+mKqzh2?VY9I9ADfKXN2bOe1inR(Wt+KZl%p*RrgOY
zVEGYrFD#k4gA)8Yn08G+Y~+>nU6%F|CsqNeBB(ejJnP)K(C3uqx^YAXhn})NpAKaE
zR*{6>wZrP0P$K1{^=i|OR$|8~cR(veIP?;tS4x?#!4jj?t@JZj$D5>D;Z{A!A0)wM
zt^7#K=;)5pv*VYk<##MqVTKLn@ugJ6o27cmfKdvDo1C1M(*3a5>!e7R7e@0PbvP#M
zr5wiN+pEQ+rrjsAlE+J^;Qg+TUI;mO1RJwXQ$TKgAdo6bMul?00TY)<^{dw-l%ri_
zUbTN2e^j%E>=2p|!1#xIk(JngOwei$s0e8l8dm*Jey1`HjL`<v5*l^r)+wtG#J@zv
zf2NWP8K?^i)mkWsSy-Rb%-0B^qlI#44U^gMVmFZPy~FK4`+cexEfP7F#HB30ZT2TY
zhzTBAk7&@&^d4h4!W)i$Z!k;c>VPWv!j(k8JA{Rxb|4Vc4REVAdxtP4s@t_(+9~8i
zMEa%2k$(#kdj?zy9ZS?I$cg6|rx$>#xqkstoZlV>&u;;u=Xnp)rljZ_0<<}=gVZCf
zCq<Sf5CK3yy+3wXj5)1G{jJQ5T(eCpkagm4M-C_yS|QOQG9H@4Y@2~ku0RrJcVkaw
z7T8a)GWg;EKOF-2uij(a{zaAS^2?6M^UG%Yvlm;O%-DuJIZg3}&dNlJa6xd(jVwTt
z3c6d|kz&C-c&YGJF9_13%00+KKBURxag!eSrc+LNdKj3)d(s(K{jGLukF!?P*o@7F
z&!>6r35!=Z>J1OE0rY68`hUjs&7Pb{&kzS`AcjpPR`j`nPE*Hj$r#kqeBhA?KQvZJ
zpP>wNQ4L|s66wz2K<9clAv=jR(kD~RN*DHqp3#AI56fYMcARyi3tXYB_0>{k6Mb3V
zlVHv>VSt}pzrY&iCT30B4Q41>*c?SSJTz_WL7Ii~7VhON2gD_{G4lZa3M#k_E`C>-
z=+@`UHJj@;uYd(6WUllU;i|?iR6lrnVO3+y6U*zbvJeWag6gcl5QK!JgR0s3VrZ-P
z^&v_X9V0r3idPiVc^J!L#>6SPL-tYvQ#hrfllrvq=hdu{J6`j0PMocPh{_ApSS29C
z)Cw=OoA-U2c5TD4RFHTkwCj~&)3JmC=}Cc7m=Rb65Vy28b6-*cBkUSdQR;o+g4ysD
zs0uS%Y9BQ<Mw*EtD4<%~k`i_e|6WZp5Yddy&<g43$9+ZB=ovW`AnC;!ZeyerES=eb
zv38UJNa@`hOV9NH;hGp}6WrTP7M|CeCTAhu<`c86-QN=xEQR!G5-t1Rd_NRnIbUHY
zf#$?jn8mwRTrRAHr;UWCP{C_&H(={&Xa_Jp2seDUu_|@)x4y)O+t}S=mS*^uN((I8
zGcucOaQu8{TVVQe#^~<bh7CI#9z}%uYPbCocrQ~_`Y`YucG)jzuF+d~mQ}1f*piWA
zQTSL*6(ol%tK*g2d<KH>+(yHC>RrT;(25omCum)|-y?T{fdgY8do^7L6E#a}BGtN&
zUIZ&?`vNz^t@&&EJwH%zPS>V{2IGN)P2b=a<mmrFTP|I6QDKpL#w-L}1EvGSM*$&=
z-4g^7ZL1zKUI05uOUM@nxBD7>UK?U1oG3S~fPQE>cF(cpj9CZy;q<GxeP=O@A(B7x
zt0QK8DNu4FI599STMR+KRDk7J!|Y+!Bvd}8vwI-f4QpH4VYqR}9L87MIN6c+%e+1;
zFHbuz$Q95Z`evIlq*{#N86kZH1Jp2_{N@Q3;8bLei(t4$3$q5Ik%lHW@!sV7IA1vJ
z%;l4?Mg~e)_~@kM+9#P7vyzr@?CZQOu!5niv9M@-3)Sk{lb9~Xlag-e7qM`8Nih86
zUg*2*A+aMsN8MT(ck813I8`Q7j-MK?Lp$W*G(g_u4AjGd4+2tz1v$O1IoQmA3g9P>
zeJoe1z|G^0#fdq(DCKBvg)sW3tf18KhG1HylO=j#t^_PunKSqbpb?A$@0G5nF>P@<
zzjuMJ(-$=AxoWtJANluJn|YgCTYORlv72%ym$v1HLKB)kuwe`+f#X%BLDDeY0b<u$
z3}r0k(1j54<L&4oIH{tj`CkJySNk>H7gDZ=Bp`rXBT}7tyk<0>UT%Tb{h5x|7??t@
zEiBf~CGM&M*UXFV#42Ylh7#kJTx)2dHu4Rs?_jGVMfk%L2bY1;6Hv)Yt%IL&kyIX6
z!{f7%>Bj0N+6*pqKxEizcpdBi&??0nA1@tn7E0NP50F?FFg26Ul1P5)Y+rmU$Ul@8
z$Va6<nli!B3kFJ~9Bl=%T~Y)1i2Z$kJXbC#DEf7dASnS){NYC6+laTVPO<miMtJF4
z+Gu!=17B7H5B6jW)3(VU5Q`<9qWK5i0Vt83T9Mu1Gs^`cv4?xi?T=HTAjwnGyOG=N
zBc^G*-zt-Ca*4RTRLz6l>IQXxhTOS$?`LSQD+fO=k0MF<NT+3N641(JLf+`k6Cc-J
zwRHGasc#;PNwoxF-gc65TPKMmuE_yoXnBm`J13t)rQE$jg@PWyEJ42hGj-z|Y2%ei
z$S+yr4tBPj0!Ny{*@)iM{>%I?+sx(TxGnxceb}>RlO(@FXTbYX^J3@3#Q1nF<hEvp
z6Jsy@Yf}N9lkDvKi#r-r{T7Kn{hR>iSjo{UTPahjKF#{-`+dBH0XW#VWWMT%xtE(M
zsxgBlA6=mRLl>iqlfHR(gKVfVwN7FHK|sF0{~kb%iWAokbijDs;NoytNF3hfCu;-{
z6NQ!%7hX$>Q7RvZJ+{6kixOBS){ye=H-H}UWrfzA75tJuu=eytC)CV-uX@t(msq8I
zX`{UsS*3#TJQZ;7t<Xfz+WLDt^qEm8<caH}>;0QsZS>e}({GH;HTsk?&|aw<1#4@@
zE$s)q!^=p|(tw<UKD-!;@p6g#okrhIEy1%fUspwx)Cho9>`c_WPXe)u()}sYRkiLp
zi&vhI9Kavy)2Y)Mns02?cKSYLYH~8IpS@sLvy3-zPw;I>NOH^mAEg*2BImlG4M>)h
z;eN>XMqQv!Xjn`{?3tO=FdDfp%*ANb{X*PMJcuW2m+Y`9yb4hGhW@IH1CXgY2A&8;
zupIJqNe<8wQjj_9`wgCD>FQfplv?c!Sy{QC%o(QAVqXm`hg?2fNb7S>MS|2_5{|SQ
z*H(3S{Kl#ycC6L6ssfM?XZCzH&fL-t-WPeoli|B4bmSzBaj+OmU^)`|^wu>zX+srA
z6GP)xx&|KD%A6jNxG(t&{vjIoU1Ug&O->E0jv$ISI_;Z)l+Ezz_TXB(3@amu9u;+q
zi8A1`GJ%oCEiCs%5v!TNhp=UT$r$oj%BxFh7F`TPd=W3?=tjcI1irM`Ax$<$9a>Jd
zy6Z>cQ;Zm*n4M7+ZpvqB-7bzmyHtn(Pd98{rmAu5MSEM#vwDEgjFI%cVWMKTac+3|
zP~=uzD&Dv+AyZhIXcb;^?hlM~9ZB{orB=c}#{N$GW6;j3gW=`Vo9fI4&0mY1b*1ya
zkC&g_&Tm!taB1j))>-Z*Jqoq2`V%2H*b*)u^8{+bgOFq6iFWue+VpK37l@s1wG1!a
znoJ#dghWl~dLxS>XGGdT9`A)rS?$zgXNuIMPBA;-;8lS;Iiw_vO7j?fd~0{Gixz|;
zVc2Omj`KS`SdHlvdlNeP$5PJ(ryO|sXJk52gHU|Ao(z1NUV13a<q^#hpY+Me(diSf
z^S5_aNX6@(v5)+Jmz%JEAhDoBMNgQRPfY6cOuTs*-lbNCg_%s2(9)eZ;th)b$8*;c
zlj;?Hdlq<!3J7tJ5ljp^!7%8i!kt}XV{<5+N&vS-rRRxB=d=h6qghP3^bgyIlM&L^
z3s&xGXzp-r@#l#$B$lb4E+y6dqq|NE5OwC$v9!DfAk)h_=xnI+`Bl{GL&!~5+SwPj
zvvh~g)Q4X*j`%ZxNj?Qr8y(7X4lnSH$c_vydEk2*yi}M?D!V%^Jq_HOW@jxA{mL+h
zDexs*?ERVkPhvb=qDtSoKBUWE5d_pBcrO~Chhhl#z!P=k;{Kzq1HcB4)Q8CCT|mhu
zcOkJiO0>QkG>eJz@1QCNcO_#M=`p!Sgw_KtC!Qaz2lk%Q;v=;;Muv+4jQB{!F)j!5
zo-qC>%re9AyZckl<9nE(r43}MZMc^Fw^pu_qe<+@*wyia+{#bD;9rJ*EufN;R^>7*
zfSM6Vq<jQ^&5iJ8$fJpz;b(a5coAsMoTX#pMZ3m2<pk|_fNpJl`(t)NqVh(z?io_q
zP7#po1n^{;BdSZtRpjNwHwap+H^y$a85(=^Ps+p_;G2Q4Y(@XnnLpgnxeyM!1&02h
zrg6j-D;(?&Ni&5U-h^Y(@Q`T)TUitt8#yjd9AFD8ThDPDcaw$Dnk9&`cS8TBr`N10
zcW$nfdvawMFCe69bI0RRBpw;$m`QE$etZ)nxw@I`S~Q7JmDvObxY;kCxu3%!Tqzud
zS5x6Tabbr?(*XmFCNmD(Yo&RUNFHiG`P+}XLbQgq7qD_Wt`eWf>UCV}fgrNM2Yig4
z!8Qj&?=|b6OUx0Ddq2u#Wy$fQ!P1S4jz-<7DqyRK_@ea=>+ob2T;QJt##b97m+i{$
z@8aKTU$#nQbY(NKHL02WeVTl=@x1S|PsH3p3xF)-s9WzAoADF<8+fWu+MEj4tpEbu
zKnnF0WrP8dJR$!X`R^ZT3xmqhJp$jb%h2VgA_!*H@ksh&-zJxp&Y3yyq+_3QYV*g`
ze+OodCOA!cl{^AfTwzO*mvm7VKZtR7KUe-x4&dV)e^9kvvM`8W-aiQM^j+m-djXjS
zRYSbxQYNF8bSOs)&L=cyH)RSfKmty#3CT>^Jc4z}9Glh1J*rXCXhG1qT86?0TxabZ
z({jJOdHEA?BC)kfoJC;@f5-HtW+Jgi8z`jF4r|26W6|J?L!b*IYVPzgpt-VHJj-_y
z4XnhYW4Pg8rN0b$4oiWStC2JTTol842ATEPA-G0{j!<Ox`f2ZKegXv`-NmJEtGVT&
zn%wy*tA+xt_{1#f-YPh1HwP3hu~j)>CXE=avQc`@E+JgHf~HRB>?jT~RpuuHbkw&|
zEjy8JMJr%kNRhu^2B1B8(H6<jNxF;El_h_(W9VA43*djtZ4x>Pl@VDOf|^*{vGj1|
zpf`C620sMfxAY5y9n<)H6zx&zuUxU#RkAN^Aq4lPQdo?f(TvJjev*jOQ^!~>yU(1|
zzC6f%IUkDCk!W;Pkj4;i9`sUkv?QSB2I!)|)v)BnOWV?t4tTKCZp4b%@J$x70Vgr+
z-!rE@=MdBzaL;Es3?E_U^En*9Ve5J8oxH!9*4hRK{Cct%&@=l-!lb0c=^dkB{SBtW
zr45^ugh#hGJ!_&LMBwj=J{G0*bKyquvASN^U)aHtfLUC%q~~IuxLd+Mm^xt%Tq>r9
z6oK>UhE8U4toMa%5VSXitVRxpF1bC_C_d7RPR0YgQx4e%(dJ(BViU;?i$`5dDcI8w
z?YHL`Hs3y-Fsk4B9U#`lay&gH0w4aBGNa_H69fe8?17wmQg2Z}`0U}_GeCr&;T!b!
z2?NqE!h=bPf@h*VVVinF+OoZ`_{LAp;2K(@3sYw^=X#9Ap65`0yKb~#=IqCk+wb}V
zN4OB7qAEF&8_v8lj&yNuljp*5fVP%`7PhyF#iM%Q@=SbL#l0aP0KqScn*Pw(?|KzD
z(XZ7~k@N|7*kq_egwS1vZlkVUE^lDwHA_lePD#l9--Cb`Zljw^s{D6F%Ss1@XFHiy
z_;=SRi!Q})nS<Wr|NdFXe^*^8EobuDR#?X_fe!)!8T&BUrw>j)ETtXGnq|L8+>l^V
zvm?b#2mJbGf}=~HSMQ|*t|<p3FLOfD9`!+cb2T%26KggkeS5~hnbV}8qfl$<<y$L>
z4lALz7Ze;R`<e9voE}L~i9|##OF`GP*#SWPN{$^uj0aJl0O>eLNQmd!y}R)LQ2^Tn
z%#Bo1DATe9FIgtQJkv73_5|j2#an<6!JKr`Eo~WTH#2I<&srP;)HHpXOEWqBHD+I3
z%Ht>V9$CHJjKPjYFOR6b`GlTe*!ra*8XP`q>ktD!E!bn#B$-8^^MvB1jH(>`Qd1a0
zoeEFbkbkzZSLidaM@Xd<Cc9#!MKsJ;2LD2z=6CW|bA~>bBbOui6Kz!(SfdL!+e{;E
z4((==c&yPpI}+SXd}-4~%N45tj&!;H<_%gD@XT-ZC4|YzK%||bd~IM8=g7Xw@;p<<
zQT0uWR)|$TVc{q&N6hhRUl1=wO}lB3QZUR3sm?-RP_bpSzocsw6LU|%bO013>}!*F
z##`wvaCp*Ku?dTsAc3H(7R9^$u)0(oSlSP=iRtLrl2pqHMpvF5d+#FBD7K@dzyRpm
zLm~c<?b93F{?K+4xQHSirXo&BJEnxaVIn#k9my~WvzEaga(TG25hNhiG8z2L4YeT}
zl3F$t<@_sY;o+x#qyp5d4nuVJaD6Yfcq8)%@{TRE+<bqE@ZSsTpY6Fb5(7IuT*mOm
zA<TM&{&gycYg#XfyL<;eo_t-42y2}VI~TG(dxA%cm8n*Orc25OB!=as#y(S*T7e+8
ztv{$wkC`D__Da<c03Cf5O;5^Rd=GKj_?ba>hI~{@>^~*k!!038oR<A_T}exXT}&{y
z72@jd{EEnv4dGUZ^>?2b7A*Wy$~z>b=-5f}bodA!C)_5nnV12mMr^J>NUk0doZBF^
za8BAbdDSsqz0G<~<9xyNo?w0iXz~{jkeEUzfiIM}rjx_POOTtZN^XUS|6h-3D|kaT
zPe}Tyl>&j_M5j7z9dUjjm#;8MtX~69B!PHzb<(bsGQZ?P!`(+nZ8o>NP%dA0uw4!(
z2;H$2kj?H!NVvSS)Z5kC8Tw5t6fvyedA-T72DZ_w5{lxNQbx|73x5>n97PeO(Hvfm
z&fJmL#_jD1rZqT?a!UK53IKhAc6tNami4X?N_2(_{GH9RSbPEs_rGH;Xi1(TC10+K
z15sH-E*d=x#??3wbAGsw@F7oEpTl{MLYFhX^b!x!s=$h{aqrg2oHNb9oV>Vlb5^Cv
zq#dlRMacG*;kk>-aQ)&ccRZtKV^7&}T6Ey-iYp`9wgjFo>opcSlT~!lZn&H<e2aDm
zm7rX<*Oy8d6$J@E6HFIb{cGG>ad5k2Y97s3ww%*idPD76!cjAoq&8R^Zg0P8Lu47q
ziD~c+^~mH<{|;<|5H+sq0uWsxO7I|{+QDN7Ex&x1;e{;z5$|Y5(A?dSulJK8g4V7Y
z;{bf{pDCz-Cb3X7`piuR^{U(G*w`GtdtTmx%JI9Kf$#-}@@&VUF8THZpDVGV!eL+r
zFr)`Y(uhLB2Y2<}fvLOrQ0eu#<uZ`C<F*KGFl2r|{TyMe0;En%0hNydJ$jP$!D&o*
zg_h^ih@28imz=Sv!umg726f7Qy?A-U3vl=utQcSoT->oS@@08=;HL_r#s$l;XNmVr
zP>8n?taDrHn4$lY4K}&RdI3f~NUkp7NX9uhTQzefc8NW^HhQVIrCWTri7)q)u{M$A
zzan#^U`+2|<00p#F`)h@P%&XC#pSGcL0GEB(wVdBj;aC-amEMDrRTYNVSWXg7cmC(
z+ZOVprC3r=WbV(u?JxU&4Uqi*Yye^o%7R`yC3F{y8ML2ZXZOiCwjjtH@RuWnMt$+b
zEc4e|xpKE8*|X?>$q74R5buRe#be2a=3#SLoCS~W=}sGtQ${C@g0H2w1V8o?+f`{)
zv63tO=uv3t>fzy^6%o->nXw$5G*w*9V6nb%h6KBj?8O2H@bl6=O;91UU^f_ask&f4
ztBj<O9sdl(Q#iXh?I`Tydvy|Jo!NQ`y{ZM4pl`MTxw|Ubs>&6se*=gmKdYhoR|YDy
zzH?f8Di$N@QmN*c%bde~3nH*k1p4ZSbaVMG1<K<yx5moAT`5_g)S3$JSxY(;Ok(7m
zVPg=`y8RYO2F$6>FZxG@e1Qagu~ORaoYI%~O)sQSp+3oe3F(Oz`ok#>n&)efC24=T
z=GbN#rC=HpEb2b`(ze9sq>bPGs1sD2HaqlBnRC7tns_ibF;H{Cg{#MVEs2YcHd;V;
zjQjMbaIit((I%AOp1nh#@Hzi6rqpA22LyJ8L>gs_Ru|$JHHqa~WTp1dqOy;}S2fQ?
z0;6D!kw9#5Z(QukUBhg-bp3xn@#_7Y`P#$U#IxEHTiI7}JdbjB(F%Y@rVNU4|CmMn
zgMSIB91=M@fCTd=+=+;|V@-}o7$@z+thENY!tQx*zip%?C}NK26b2GSMiKHK*xnzj
z{r}6B5z|1Ta}mFqP}>X<5Kuy4c?LaqAY4b?9OOH%M5H05(?fNyYhkO0_1N*evp6pr
zxKOvjj}s>!Sc^z)t}LGL>0M^`F+{@Hjf*)^X8*e>3+Is_jcvmyhU~}p83g&|d0}ci
z?0J?4u$(x39E$*ZQ-4oBbQepp!9RVqHc=%S%qA5QC*^uaAN!5QMt5!reVFd_5yy?A
z8A;6<y79}Rwzp&vYCe8NI71n3@gw+z^7bDGwm>4ZUTwx#D{(MbB6cAUiqzNY+hAWO
z@1v_D@H#*~cvfQGMV1<fKRbz9&2db_Gnq#(L3D;qMurZINWeBffef4T4LR;BH}e~H
zyG5B`+mV{1$KZ&kN2CNGU{7!C&i!un(a*&Ef+?JQbzjwt6~A~$B|iG3_`%BGZ6RCz
z`@rho=Qwf^k4Y2#T}v=zB?8V9)7RIlJE43Rw8kRlEMH=MQ{~`UVb6U2Gv+I&bS>8C
zUC0lb&Nn}k40QoOsbuF%&{lsnHpJkW6*&*_Q%rGO!d@!;$Jv+%TDYTMr&2t6z06CF
zO7sRb6T&nOTqEb9+q*rr4vVRpvDINS><!f5Y1s)zyxF(=Ad9S=PTv!j9nhvf03*<a
zV=F_&S0*q4l08f^5d4O5o1ru&pF@#)bWh9zD;k>z=V?J9D-N!{FK?cOb=-f9mTwT`
zeCsmJcfautgq0|mhAl;Uh=V#PhVrmDH$(Ee__-tNpRFZcElL->WK~20+|ii}=JLQ&
zFq1}w5M#cx*U9{6UEsi6{)b-0cSGXtIk9T^)MZl02wmH2dZDDHY37ftmg1*C5`(!V
zQfR_By479G`;F&pmZB4WTlI=yh;eii2<yE7{$?39Q?p(XODGo*fl@iqKIH2P$`=RG
zj<fWMdX*FW`(X|fo0YhkJq{dqxPGPXNL~{x;)=P4QHN&j9HGZG?z3h6g@+=N+}(F<
z`_CD6NcvH}k>3gyS>N;z7uctWpliL%EhMOGF~#evM11!N@wSOwN?CB;)FD8BgU#_m
zp7W!<H*E~L%GIzAK5lh<YsJ^gYZ!DXWYnbzZ(rwgTWE!RQK4s<p0)V5+#I`3ob`vn
zjE(%Uh}ql<I1U+{o8hAj+?cTxE;n^@anH%x%3UJeVQF6Jq{-k3yX}3aQS%a%!6cC)
zd6u0PCW_N`eI`hz=k@bclqZ&w+%Go|ABHIss78zNeE#ei4g=%n$F|AmO76Js{&@Gk
zDsPZzXKC)t>~DR*!Am{B8|eO%AqRcDOl+gAQ`{4_3%RBCA8urKjhCU08qZ=&0EB{|
zi{ql8ir3e_3K{)Gm!>ZdbajW@i-ragmkGB$WUI1<yP4^+i+2BLZae#J;2b&!NP7bz
zjXCub^_UI5n7VJuLv}dc^Lb}>JLBhypcq(;0B4zoXy4|p0K5L{EOz-VX`|%EC51hY
z2eb;*yj-V(k$MLMolLx3c|b6Pk4Iv&nBdKLG*Bb!pS!gppLI{rnYpbp+qsg$`J`-I
zuOHdc(}<vsfz*1k%Wg<OnDM_R=WZs+mEQJQ@C7#pJCD6kX;kA%;Cl5);dZ4;CuTpC
z+?yAgW}`x)U*qgKsvVdl*M30ZWL8_NI&Je9dI3U-eE<=Utj3dhy>KGLUN?2R35*=;
zX09R3S^CTb27~4iz3C_wfjjjLKdmz@7LZ}4i|#fm1uqRdt1|i;9{CXkg-_i*t)!Eb
z>CnptV0&&idfXB;>jR-qXHqi*hkg@x`4V~z<+#tS1;W}Pdd;T2S%B7*;<e>p-wad9
zKgA>v5M-5CtC#wGo|{9e9vS1Rdd$5>fPyS00702Gbq*d%0a=A#Z_1>$@z)bQ+Cn0+
z%%VpV*UUUzm(M8YC)m|x4#cDNuGjY+BX75-ht&ivhbF3`Hv~&0y0rJVl8peLY>nCb
z>2N0mVVsBsjg1to&Fr%cXw=H0#P6Jm4UOhPyY6u`x$(HnAd`F72A74m068qPi_^E6
zfPF6^W!yACxa&M`ruiYKUe5rPE}Ok0lSVBAo6VIfD2taox9oKe6@6KcK0<NlZk?o8
zl!M7`RGivJMu2YV<>BC9z@}W!Gg2;VzoSLHfxr2T4U=GC98?<=Am7Hf6Kd-*NFZIE
zcL1J>W!jS%L-YlWvw7JZW&8+42#nm&$_H)6_&-+?3ZF`F`48_X0p=-JWWLZ4Q7JUt
z4BAnb)6ZdKGSfQRUHGm)HTjA2=_1`FL05D=up3%1m!qhi24N<~`rf$n@Eu_9d=|MP
z(@~S0%17gV+Q>pkrP|?7ElEvnu}$cQQTIPh^ne6KIk|Z<TCGJ%abx|d-(c|mK0|+6
zo=bR%(jb~+cf0UPlv!r%*e+fbnazLjjmH)Lbm>UmBwA-oYL?bNglfe`<=zU)krc2#
z)bZRE2#KcI$P5slyzX@`itbV~@GlkSgN4N+HB4a*H}6i>jgGkdcS+9mEve0AG(a9l
z({k=G7v+uvknvR)d|_*KY)baz-eCfa&--LVg#K#IuA!1)d09AVP@jL6W+v*bPL7=s
z34?j!JCwRn@Yi3L27|Kci`Cjdeiq*p(U`bn4dB~$k<UU%MI(?4^<Ss|HO77>GREdP
zi(c93j&(=?Z)WN6AntMamR}lIQ-4d07=73~=}u_2iD?Wg6eO*Ssp8<2IZ^&D5B6tZ
z{L{KbtRzie3%r&Z|4n!H)n^~S+`}`ad6rsT?|YakoO1jgSi8Lh;5vGE-c0tNee-uY
zN`1Q>x>IQhd@#xr7bm_&F)>U6j(v6e=s<;^tw6L@Z!@)K9?odA4Dw2qY8S}3a<HR@
z8x>bp!ialiSXL5R5MU)7mndV1EiScd`+0B7KTz#Ekj@i}yA<$Ca?4ao(wmD*?I`Z>
z$H0WTD`0=NhZvw^qm(kMzY3v~HD)&t+lp2}#eXPcR8`rVtzQnUbvn09?MG1<!5pC&
z)uUBCahCyC4ZYmLW4_JHv3rO|uJQP(eP1e{h8?DCFfXRsXh)%?nl+^T!Jn4c_0_YJ
zadDrUXW>oiy2xLdK`E-^_`$Xb)au5ZIE@fVw>^vI1?(+oQf?jLO}d7rO(F-0gg#X^
zm15cwE;=dbj3IwXddM;!3;bVA(M+@x@dshJH!p8w-Xwd_2`U~3?WB03t#_VQ<erlX
z{0r&1bcKZeXLt__BZQaM#~w^kUehAi&$1=ECOv}H;RbM(?O<Gf0&mfoRjOcZQVMr?
zM40LELs#Q`M41#}LJDSc4@cOGW0vSK#@|MD)-p!`9tB}skF2xaTe9PLv;IX)rz6=U
zHR&U4^HNI<83$<opqIN(&khY4<%8BuR(-XGu*ap2zdiQpJIohIE(0B^ig+?OR=X+l
zM;$sP!bX#PzsLsSoq=&6Z4@gibbLeN_{-B!{O1Sr$ph)KvwRjL{q>OnQ<r5$K5}Hb
z3(+iYLq!WsduBJeIfo=F{!vmSL}D|IuK<3oWxIA{R@a?g9W-}d(zajIE*DWyREQj0
zQ9=Yd9e%GBWl<OF7I7Kh@zVsw=eE<|g)!I#Lm^iy5}GDjDBQVJQOz!tAM>_5!1}69
zTJZhvpc8o?U=w@K?1s?t=jis$QeYsxx^Gr63i6b(@5+u(C%Tjm=pWk(FS%`VBhanE
zho!p5B!-#WN9=Q|{{IVkEQZtOs00$9vT^l0KgC23J=LO1%Ty5rWt%)bzW^v-)3JgZ
zv^nG4zF^XWazfZsi{w+Sg0D`|b(iej-h*yQvm3i<F4pf~Ntn1bpt(M}BV<M$o?^4w
zl#s+~jUwttQv_L5xy{jwd1A*C3A<3TzSST?$^c@hpoY`ZRglqVtTCOrclb)ZH%0`}
zfgvks)NVb7o7vK3+6*1G@E;hi+?|&>$`RAL4nAa>B3dnCJmb&(YpPKoB0z^56h$!+
zjRJOX@=z)0@`%_CL&Cm2T*pSFDyVC$Y9dc)D`B5TWs(R+%0+L&XcFTO@)-!cig*`O
z@Ec(m#}88GGftEa6b!1$LA3tog>VjbwO8x_H{#-9UZ$^kF2toh_l77Hj2R8P)Q8x_
zG)3dIhk#$u4Je$>{-?OEvzvt2C}dU9dlC(oy{jAkPSp6C31FM#XMK*25bN|e3tFEn
zM{t#Q`{nW0j_&@4f`}#8Uk@t?^E{%q_QUUhuoiTi)GNGt3PueLA+OOR-bk}r9H5NT
z)@=q^?D#<{%7TeV!H7G>T%vE)5kwS<rObpV4ps!!r5v)NYN{=V$i>A2^{sYht?A!c
zl+^fioxknjGkZKX0p^I)I#8~Uj#}xdB@<0>oG6}BMn51_82y3YPiqg<xx=F(n!zce
z_t|8_#M|gu6~W8$R*9j6&5{Mju`E2)-Kfnd)x^W_=*r}7w9uPiUVm;Zt}vJ>6+rN5
z!P<F|jJL<q*P+fnZM|0a1yKTTqb^e26)p-D<E-(hV#1oQNw90_$UwnnD!#~f-5G@A
z=e4Mo+8=a5NJmr$0#K<}i-JKWf~8UZXp6`y<<`Sd+Q=8n*7>J5LEdY%9D38^YMFY-
z@stM~PkHbq1#P5y@+vqNzrFjpGs4fCF&2SL4|fB5V5Vky-N_eF>QBt6wNdHGr=|Nl
zhvGx<+xw^|6#z@OHCZL`6!!=lc^B~<>L^&QgQ}{h!DSF-Yn}uTuO(7&i#sLkXU(Lv
zedRso3m8O{jg-xLgxr8`_e@Kz>3l8eqQr()GN65Ghi9b*hg>uXG`#>)JH>jm75!NP
zpv&U;R#a%5vW%y4T%s~&<_ZwHKl73ra6qNF*<8cDX1G4P9NB+*y3mL#JK!zZkc+#q
zfHqYJ@(xCYk1T$d3_Y9_Rl#(N2dvi^zk{jY!%^5=**1ENP>Z&2oi*bx;^g-P@^U;9
z<tsL5akQ(ypw4@rHw@{ajU=g_yLsK_@ly=13xV;V8{>qr229x<M<!T01@-oJ9A96R
zi`p{+Bs7TuneffDHT4D?sV=-i+ua*XX0yVMAhj>7tlp*s9-ZD{XDvf|eQ+?$-oH6v
zYW?XX+uBa<l`=e!6o5amrJ9s9efAa>r0WP33QhyUqt<LZmzWaL3?}jjpdpj;AkI?l
zI?bmbhLCWmk<<#aR{4rttN56he~VL4Lg~@N)*Z3-xpJDSv^dmvc#MZo?T)UF9Q^SE
zQ?{gS{^{1^|Ll>7Te`)nlHzzL#>ryYV!OGlKIZVzijaRzb*#c{OCINwn8Hw2B%S#~
zxu``Nin$GoDugcrxWVVa=B$k7Hkw2FnU|A&n^azQjx(RUvk8L)L`t?LdbK4EtPF34
zaA!<&&4M%L7+~2FFnouy5_dRA+y&E)!exEbNhEqo6fyhQ+7~%%D1XzkpNyI{g7+8E
zdX6rn>Xl6smu#e19T!0w=QiM?5vc(vnqqwa`YY(BQ7u!yRRF;1a@d?JWI{UhIVukb
z0S`oU>dh{UzXjm#mI>f5F>mNpwP(vf#Z$;Ord5FOtwF^jC!ELj+ajWZ4r>4L;V``0
zn8d2B2{|mdAXkeM%jB`eQdYt!ojiyZV9aP0+g54^YJv!VUS9#IWWh+iVH#k4RT2Cz
z?GGmVg}|cI^#`pyba-$96t?gg&ob_Iaqau0U<Z9AMrZET(bDD<qWDZ2`_b6r0~^nU
z!=Wga>8<VUqgxhdEC^zh_^v(8^#>xpkB5&)qm4mVSvuZvNJTgF1!}6eTG_ggyzIo?
z5uQN)Bf$sAZb&m}x|MKCj3BgqPQP5N;^Juba#ctyj*ZQB#091MeZn2$vA{ymRz+}5
zd8SoV2rhp$1tZig)OYZfP&w{)o3OG(y7IjkU|juW+l_4yw}3JS^?Q&4{#cG6u2VVr
zJ+_rnM!NZ%KmAY=QImp*xaB}~W`8;eVb@;g@LAHR4;P9|8dE0ob+%*KO?o$s@@|AS
z_Z)Z|<Ql62HdJ2bY;zgI(dkLXrFvR!m&vw^5(3S*&r24OrQUdm?iS`0Z0@t|4;C8G
zxm2YIyli9I-~2+T-0F$FuS+D>ZEW~c*T~p+QomKf?QfdSN`@<JW;)x>9TwaQ!Arty
zT1*!#&Wp6pQ!Q}SPHfG`U2y=2poc(spy6o>C@Ax8!ylMqC(qn|#t_q1nPp=A;q;B!
z2N>Qf?*L`Q2I}oiTZ3#*JtW75K7{akuIC{wAA6MGC#X~^1H!kki3JgaQ!vH3-^{B`
zS_OJ0MR<3%eSbax{X(j|S!2hlH0Y6vuK!wF$50c^8oBYzVbGUj1FYIn(Ew6+ixPGm
z8)GC8!x{A=w{ex7=T<TCWFILWhQL@olrRA|3~f85N}@#3W-=FftAP~GEga4jIO-sr
zt42DhwAta6HX1=d4PILOg`TyG@{02Xe$CyCi;yFpf%tqattVP&kDv%_;n4k$9=<y7
z6A|v?%72Xf7q0@eclEb(rwy)54B!TaKsI>pDFchjhKzxQj^l{)kOe6ha$}PozuNh^
zJi|ZtiWWQ=1W%V8AWxjkX@6kzW%cGv+c@M5{Taq2{KI8=c-`3qD-uA{<Yx#^zw2k-
zGWRfVPCjM;P}WM)>^(=^0OjW+^GWwvrhR-&;)h)1r#)=qkZT<zT-W}uY0ALrkFP%r
z?zO>={UD?*DMK=7W0o~ieGDpYU-#2L{p|15_wLANU*qIJ_5pYIV%1q81>t9_T3>sQ
zimXk*hjHT^Erg;j{!9@yaxaz|{lc*_uO)$yl)#qHH{|^lqy04UfFXFx4~aY*J{O`y
zQ_5HOlMp$Vq=`bJws83c1m8Jb<7e0qjuTjgx%}1BM&?#}yMXrz!40~(ofOpXs6?KL
zxuE@itg+w6=jXDa5$~PKp#tiRf3`T)dB9lU8J!7GL(Ky}7t6DL9%WCJeUfA~DyM%V
zNw*5=O7r%%!smfgbdyit;(zDtK1*2FPCWjLrO<Q{`EJkz5ou6Jce{ty_wfwEu%;dN
z>WXNn(*eCb#jGmk+e%^-YXf2rXg}eq*IQy|{2-@3$}pqcEU-sYFrut)Qekax!sLiv
zTi??`U`V7pV|vDkmdh@S!Z%vS>z+Fx%r_(WDYl0nvq6Att`Jek6f~t31Anqkf(9$O
zRfL3S;l?`&wQD1PUlo20#6GNtxoUB6OnynM&XgQJkiaS-L@tgX)=Z}J;#n>YDA#pm
zp$(-GX9St6{i4ksjQ`ZQUHh<In}_cE8oVp}`%8xx(AvADmij-t+fe&?{XB*p7zAi+
zaOvVHPo%OQ=Nl?IcH+k*w|y-Ui(4C`?w)z(Ym06Ij+tW%sDppI238`aP{*z;?@=QA
zZw@z8Es5o(l@c^Yp8W-V)&-6=R{Fm0bJch3$cuiagZ!ziwWz!Hli|3l=9nE<#_Vj-
zy{nkJjawcDx-NlF-#V{rZVEn`YDK#GQ}L_kdpGm0__;(1qE4*DsZ(@?Y$tZMN)D+)
z?o0=-j2XBsSh)d3^NBC!5o+iO_@-xn%0p%rPn`9?c#Yi`nBdeI9Xc!~|A|5r#5@!R
zY&1i^XP~Hely+e>@Rs<F70Ih*ZBJ0xDWBhT0jnn%`UXLrL(wf;Y685l$IPc=?3gR9
zG4_dcgLB`%>wrW`>MUrFiM$nlZ;eHQRM0T#NK8K*HsPhUo<Q3$Q^+e4EMQnqWeAgr
zWylZ9#WhFP7(Rxt>SnB~k+mHQ<ELztzi7uI^~UX2WW(u~!Y@n?Wau@VN_s2FUOzD)
zGt3UsEdGhxXGLh0vR$d9QBdzsb!A!8J1;Uuv~vxLi!!2-U|pYjmrX2MGZ3qy7UX6t
zN#zl?x5bPB(-EuW4cYoYX(_cHKsOrff<c1b2liP2p8(5Uk>LwVl|egx-W(qMxZ_@Y
ztJ9ZW;b1GYssAL{CR=Eeue0v)amL5Fkkp>MQh=xXoHWbS+#+6RY+?idn|E6aruC@D
zjd5ECA|~3XOv&>B>lqne!=VXt>KoA4n35zseEq<2QF1**CO$}@=t~`W(U{{d4K8x-
z(^~xUT@^<M<FsnF8^<>J-N#JZo<%<H+{N}0x1X)X&5~3yr^OiLq6iTbZvKFz5}qw4
zF9sYTHB_)2-;V7%6;D@?FRp-d^Rx1^pwl6mU{D|Oy4$W4cqSPfl|SS?<7vc<o{or1
zU}}>1FCox7{{Ja}F2-@q=t6@g89HniQ6q!PA&nFUpSSgwTJ>G*OH#_te4On<Lnj@s
z#lW@@BG*sYOk}4nn@SE@Z8dSkg!3RX&L2^#@XT+c8Rc@g2{CH#I}kwWXxW6*18|<)
z%GVqbK<|&3f;9He0t~^0NL<q1oEJ~)>52kIjz24Zs6curDf2gB@`t#py(Ng#k^)2B
z^NdEUUPpCWrKtlobTzJVv|*n0@ons;0i1m~Az~=2=zC2;Np<8HlJSg;uoLuXU9B)p
z&(zv=>ZV0ddm-I-B<^iM?<k(VTz=TBh_~6&K{F)&pyzjj5Lue-*F7ovA$X(t5Br{%
z{BK=!cSv+67__zMlkkLz{5w)_EcR#DyT-7oUKx(+)Hb(3aMyhHRu$0zux7l|6HF^y
zS%^Rw`vEX}L8jpcT`gqCL3;P4;rsbJOX}C_9UtSyN<Ncf^3tSMD??0D&rHVb=0~!M
zuf<s)$7qCS+ZkJjB!OV_5bK2T_w+FgiADz;wOBmGqC;m;uf{)9(i8;dII;B>J=JlI
z_-4(#DO79nGxXn{IKm9z-49D3J0_0GxtL|qIaOPntjI^ZwA#y()J>(;eIJ6Sqt^`2
zYt^z2c%4_$eap7FIFd8-^_H&Q^DWt>BSwdLcEKyV?}UYrW&lxRlyyp;Ahe@hv=1<z
z!wQQKMTze?h6Yt=KE86|@UVRtoCzU%u<<{TNSUsa>y^PBb!?J({-+|B@A&k_P6-{y
zH_|b*_ky7)cL)HL>WvFqP$R(TI68My+lB!l4gzAdBo2LY(25vNWrnl2L@t|_AyWlh
zEj~UzF|<Vts7M;$h=yWfYH@+%{pFO3Mu$i^R|@9Z%8D%X|BG@o5F(uR6>3Fw*7|=&
zeYtabU_+C>LzF<3#%8(m!c8a%UAhc5Y1t+3EaCefbUdO3qPjWw^5@@3$w+~jCJEFs
z2T2Vmbomk#|DN)_*qtjunhseFpw2-sbx3JV9nWI;bU8ex-TDMC=^86K5XsXFAYpEG
z95`2eRJqPxwQS>8Wum2cbdLa5n&zy-mZArA<5QuCRQjD3G!{ctguOy)7Q#A2&v<g$
zVGYuM@*+JruE9F8OwH%X{f($*ZOt}TD<{o!EE?Yk%(Fy-=CLu5M8yC5h?S}!`3KIi
zjVtO1F!7HOyHc`N2+(d&1n1gvgE77vetXz=Zm_x04>1CIX8XIafb9%|M$2;zcbjG8
zWN)C%LI(sscsSApAZI#b?XJc1*mZ0rp<c)Sq=%u<0`oV7Dl%{hT9Hl4wQu?(TASt}
z)2-@!m4+5d3%yi)y#|{HO*emocdSEbsL&vm-EHx8=3w@t+X@acnBnnQ2DIVuvNZ=z
z|2kZdVp2d}`*DZk2r|bWp4D*U`zh_HL#)TBZNnW;9@bKvyETY$bhPr9jxDw=w6!%$
zLbz_1;6vol)9(-3cDhr0>%`BV9)iPdO%dL?mjt}`>7SGN7OId55*e#ePv4~mzEhk-
zA~!5K85w3#nu<0AG%ak^f}%Jx{y=WQ=0<-GW62;(C3r5OO+88J2o$lP9nkQb;S2A;
zB<uC;F_s)h{M$K3Ohqf;!6q@_IHS5+q;f&0`eMo1?lQ>>ePPBF%y-=qfD+O*G?83<
z);g!0G)2~G&;(*e0{Vn>G!lEmxxx}_v(h{A9Nkd@neenW|L%Dx;6@5(COnnQJgAyz
zJzvl2C9yapOcmg9x4pJ*hOl_wd@jy{E2$^#RTE^29)xDzj$44(TMu*!QgyqP8+Zd(
ztvc_j)z!Z|h~$`gYLJPek0&0d+zKCRN7$-u#js>s1j%orKWAq;gqUp*=lp>QQ!G(H
zy6Y29AYclHnMS8OBek-_Af9dS)dih=w6?@KqUjDWq2!ks)J>5q=>PY~@Cfb@qevm$
zKRak00=XQS67;iU%Y~ISu5QN7n4ui^M%Dy1b)BwVX<&6oD`QcO@X69`pppEk4Yqp&
zDF}Hw$55wB<|!TwxN`W(*-1w0{`@Fss!V16h)9dc0t$7a7i}1AQOzd!Jve=4-PGwr
z-2+81k^shoyUTSo3msaHU!8BRr>w!W_cEA@Lyv~YG5^Wz2z~~_SL*GgNB{Nw8(ESA
zunMHIjTaO>HGy?|J4<xR;IGDusE&sWi`0Q2dQb=VrMR7LYB44mA0U>v-W*zsCH__d
zT^y&QNz#y020z^1%dL+c;be~9%sY{vA;DW)e&rFGlSpM*b~T*1J+C?B(`^?5N>)5l
zOz88NxMm&S?}_P?yfJMyZ^e;o{whFmN|Uau#o++h%qnnqZKuBYPLAjcm5nWzVJeuz
zab2BSSLfJaBO`_1^fbb$sMx+4*W_YU;=`A&IBZs3Vd$|2QD^yZ>~D@u00-yYX<sq4
zA+{)G1Qdb;pgH|_n$flD5$ERM8)<>}PSdTI^V?KonSys)IDi_9SrH0=D|=fviFTA;
z8L6L|)<cX872Kc*D^TU)_v;*473juP9np%e8@je7;Xu3e<O;C01ZM@&)_?lyN2AyA
zIfl>8Y#+QtZ7A+IaV^uNxMyN_u);LWhI5pZf}-UyjQSDv;}kgspLN394KU4oUfFX6
z9gQ$0kxZikZl~I~N2I?9;r}g!C|)G=AD~4=6^HY&P^*aFC0U3AW*W3XXNPc-VaHKF
zWw!07P52Rotc|wipEC(py>-M3&eTyu#?Q(sL2HQ?vlH7{rjG%|`X!V{D#0I#pK;m2
zS`4%@jwp}7u{Vu??G*7jKM?!$u9*funZfhiTrCV>6k_X*c*88)aP=c+V|7iw3La#}
z8#;e@x0?^CZXPn;W83dKoo3q*skVLy4J?E4i}g_#ZDOYJutGTInnD=z>Egt<UH@f)
zJc>ltGOsI>nHATv%ms$Un9?4Q3;Vi(7(~pFO2Ocq#w~#MJISj@BGFTKIp^lO9z678
z%2d#Ygng36K1gWHC;OqaxuwYB3dov<Hn#_(=|ntn4LR?GU1FOgjkLi=TbdpRUtHgt
zKbUd%qfWY@7ZHwc8oUp9L5i<Am}t|3Z^J9ADQl={uX@6Cxx^5Fjqa2cgo$B3qcZat
zq+}6ui^-{ZoAkPX^kjM|M!&ZNJTWU(g=zeFb+{;Z7>rFbJ#EZm-`opjR6r*hd3Q~L
zv<N7M!K0dup_xDRz^I)cP6I~3pzv#-phpns1dHgQ;!9KH5ryClVT0C+|6TvoLp;#-
zTQW{!!H$J}g@7Tq!v+AlsJX6VjnWS*L4>#DPG!=65FmO5n)8KR4FqGPdBzp(D;heL
zL)LEY|4yXu9wYdPkh|RQ`%o<V#vkK}Xn6C<ulx^a*a8q*d-xzG3s#gS6nOelSBELe
zNF(SqzU-TFX_-LwAGpCl<r(pyz$&4qpBhwx^zgSZ=G4f}HDlJ0>E66**KKBbR)3^<
zP;P}e_#KUh$Y60PK($hG(VPs8lVvAELe?#)8GFMtR(ZA5fN&wy|HTfoUITcOebldX
ziUM{{dS~%?iO`}>M_%!>NI~@hnEf%&pn^pOr0z<Hbld!>1w<AMzKu-(54uL-wk_J-
zTM3QKW}x;BwDkvVJ^$#4Unv|^TMX)CAN>X^n}qdve&*`JzG=3aSn8!=0+k--#-AX3
z#Kho29!LM*h<wux^jNv^X|}1-Tqz2!3N*)yGCBNhhupWJ|6xkXRRXzi6<%+QYkD>h
zEUF0I0aWtNI_OrtMo~xx#kwXwb7etvi*o$Kr_5DVB|;8$jg3zS+^8!4SC%5I+ce?c
z0?o+YyGM+0BBtyPBQ0Nhg<toBD5!sw8(kq)B48>T<!>A<ETHaK&_aSuaDnOAw7({?
z&-D`UNSLUmb2Z^HD<w;9el#Ae`#r!LR8ID_6S2*A@N^mRgc(28N9%a|BZ29cObBit
zPs(+Y=z-r{{vt(8^!@IVV$91B9N8K(t%xwj8}n^{H35UZmc)Sd1QK!c%fycHteZ$w
zlAG^VM12tmdj`oDJj@3~r+x@?oUGHLID5^b(sF4hfl(S?Z<Y&{<kuBPs>5P`IK@R^
z7oYQsh3@Lu3xMkuE)nb8-ga+0gaC+@&;?PbhlNqI9?`SsCwnM>iX8ZN-IdsJxv`xR
zUegx)II!e{tP>|8uj<s-_3OqEmWPaQ)drooV&dc550kfe$d|huJW^g}J@5~k886gv
zGQ6fR%0VyqP!;hFY*5};We=An@kzn&(s4(&tk*kW>R>j6R^@5?xeWzUDuSc9K0x_P
zdmH!5yog{0!%qzMXet>2{CajT=fOn=1)YDk-9nNC=pA>G%O%|cn!<W2fG)_LslGBE
zwN$-4wtFE~DtQ3)v>Biv)*xwzym^1;I`gc7-)gLD(|8(<XbIiadMPu*v$(<si;wNT
z4kb5|{1fS8R<N25H3}+LV>A7X!!C@-Ts9{rcxdy1s8~TCRpP0E6**6}JYh$Dp;3_~
zM(DF1+7l>^_ES9Og;bMOm+h=G&$O<iYH{=f&nwK#cbAXAsHEg0Hs|nYwzlz7a(0`)
zCJ&Gi-|={*y>a0C2cb@d)2-E482U}QET&-<UyN+4CnR4$1hEmiWb&u3r&Am5urL3H
zx4aNgn9z&jn|438Q+<?xy#}hRQxI^_@X-z^rh(0I4}8?ZUL#jncGjAd?~dj=`XQ#Q
znEACS;_%a{YdW*;6KM1N+r&_0t6))wt_p}dM8@X4Lci2iEIoPsGU54{?7)PUnKHlw
zvlkESwrU#^{FYBs8GI2aC8dP(^k|7@5Kf-ML&zlA=7inEOaupzo1C{wHusk}`ewR}
z+TrPrhQP{STFhHF>a?ww^gu|)_w6QPI%h8w6gC?6?9nHye61BdjK+j-XAGEHYPR^)
zS>prEhGJj`JD#fa!;7Teb-kHMswGY@h0ovSyMb}&9u<K#te9iD*9%V@sJH4xleS4`
zv5^xbLCXrHMAT9TzzT)#tgi;8#Rmkfvd`mcF!+r28fLI=-CtP%ykGV>fB5c-#LT-D
zdXp0}B34V0w9cZ<hIWedGWs?Ajl=&7mZ}i`LqBSou}O0McsiDOPAkKJfDKWF@sYTk
zfGwuD2+}l;LzxdEaWk(VTBJoPbO4Xz;um!N3w?6zLp-p|y;rga$FeSDg0MlzUy`Mm
z%y;L?o&_o#Fe(mP70<_-P_3f1H0u@Ura-6#bg8&u!ncQ-yQnCdR?~bAh|Vn2&OS4b
zVf=S?f#nkcLXTU?UySzv6TOFlW6D9*!iRspN~=?{h`Yh9t*wW>wXX#}$@EYz{XMXo
z6bIon%8AQ=8%z|?Rif^zHb!h0`=CLtx`~3B7L=4O+&pUG>Ih!Wc_zMh#kT#AI-r}m
z!Jh5gpQ|oI07KS`h`EhvhVg%pl<Ll<)LuIc1r*VbrfU3e3w`Oqw;!FF(ESD;N4Z~^
z`i%k??8VtSF8RrZgrMUTkhkgad|_g_H(#BG5`BiL0u`QcRHk>?p9nB+r>pNV+P7oa
zC~)UQvw}$+<m=$ccF16dOXq1x^$+(3mFL{ZAWh0mnaX$G(t|-CYY;coFzh`{YI2JY
zu~^f#g}i93-L`-7+mjqq!{|B|HH$xK;=WsiQD{!D5T--mH9bprP9?z8xfz`lTR&Oh
znc4?8Pl|AyVXoJ$Vbg#K%@?u&fZHS@+njoF2Xy4NXbFc#;h3&ETN_0`)@_58z*un<
zfEf*8vclGjjJMskOryAD-{{SQNk#jDyyaSGsOBsU|EkovpYiMVN+yx1+V5$2vh4ch
zkt)&W;{6KU#aD;%9G+qZ=>jFxh3ViD8NUbIQtd5W%`sg(y&oyGD2IXa1^g`mi?tsp
zJ_HftV($K;N8YKx5T0>~A$PMDR-P;4YP{83+`&s5@G2Ia!1NZkw7z@`C43aUl-X2a
zP9~m!WI?xze6l2D(tSzts24q3AaKut?~P$?Sc;V`dwSYxBETIb8J+^N*j%cohJEoz
z@}}UcX?*>+UZ+0&U#8^m*j(S^2d9vtU#UJDog&V7UtE#XKwr%z&X{9qr?y?w%jUV^
z-4R%B%|eGIJ#3uXNYKK4Pd$X2JEWTn>kir7`Pp<sNaC*G$ClbXmIgia{K7ZA2hh#=
zePOJ*f6fnE!|Q%D+QiX$YKGags;M8A90fJaCf(em$jrqi7y}%BB$pD{3~2qnLX0WM
z4+wjk8(mj2!6$lwC;}8?Cz(^-AYtOo;0#miCp5hwxr=^O#dsUfTQTDxft2QK)~=n*
zv*=YVHVJ~fsNjDnGj&kH(TrSD^v@}NAHV&{vBc3L47<2lWE3RrYoi8E3KY2;P$IC<
zHf8rW&jEWq@j`j@seQxFnJ2^|4F>YRE9f=CmY<VK6)Yyu7R8n`X#b`Y^{O@PKH=8E
zNs$uS#ZoB9k_)Q2u(idU=<C47Oiogwy(7s;&dVQk^=CWK9-DayapgKY*0KLza6pND
z%`Ldzi*mE8D7txt4&&K&13?cdRyR?>>Jya=O}fbMsxE16Z#9QE*g<Yhl-9;$6R(nM
zea{Kb>bDtlK9b;;4u#APaZLP`-^E*eM+x798e^WAAohbC3*01y=Nzcq;EmNHOSeoK
zbY?I+mcz`ZDH3!QV2&<-joqKym^EY$9bHWc$T{z>+ne$S8*`sZ0|(+h@oI2K#OalI
zafSC<rLXeS5hT}hVfeNslH{Z{qEAT5H95!I9*m!}i-}Ij-QH-(;o=~^bm)Z6NH&we
zglwg=Z7h)X0O=Y08`R~|7qXNg&iVjwvp8RdF#B`5*G#!5zA?R3L3aK};ZpU+kP&b5
zXHeGQ&>}D*FG$&F^sP`8NZELxn>x&sbNab`;_CDsI7AE<ZisL_axB&GU%*QCP~x}E
z7hB$!UuGG<lm{<>T>;Clua$3(SrJ)u+YhtNcFJLIkPI(iZX&vCDyyCN%olbE)qm%1
z(&H5e932TiVzH5`^uvp!-k==NqiIWiC{N6&gURnYANFo3nq}ltoZYpVGfG9DSN8+8
zeH$k>Q#FKjm6H}G2b-DVFFO^9YzeD0ch*P&OoYTNR0p$3n4F#VqxTW&3uOTuY)8~~
z7os<*aHf(bD;q)BOk6F3`%RDL?BGToQiVe!k@@1!27Bp4!9w%towsLL%2kJAWfF)4
z)&ff<?-RSlxpRrQYE66G9>y2iq0Ea{t0}wq^Qt((V+hUAvZy6Je|Ul>lMc|XrDN_I
zxHo}SLeSrB5@z*S>bWMuAB<sujl5aGaMzcDNMiA1Q;hUVw^br`wLHWD=QX@u4q!F}
zi9Wnb>_F*<882Vn_!$^nbQF%p#<2|hs9q$pgFEFrG!<+${Gw~?XwcY>AdXHK=ru5i
zhcFs8|44D&TpBJoIjCcQgds%Ns`S9ZfZ0+seRZNxju9)q+vnr|?_5uwtml54Phsk(
z0NyTwrf_gr0jXI`_xtgy`qhHRHW`e35|w#O+Vk9kar)Zup!u04&&611W;vw`zEP57
zIdD!?c1g(A%vCNpfnR#Q8<+SDOc&)_Ja65vuy9UeCj)cdj-jB{)T|39?2**ypyVCq
zZ7}i<{<4CpMi)+%?A6o7OgIrXhkpr_H7||If2dt>zq$x4*<Ck){z<SQU>;98vpdZ&
zPF!-q1oea=(gpqqkZFRldu^v7NC7o7UbxK%$f&TrS~US+=5pdu0IPNUYlN2nC+(+F
z1UKuC5Xh-5vfpLbQV;CR-Fg)hMZ8_pGAe2Tyg^);&OH@DQBZmHb5%vb+yPq@w-qYJ
zK6U1*W={nA@Ms9d(35-kcI3MrA7tE`QpHH3sST?n{-~*><Dx+L^9jkKS5Dz3WmU};
zw&q^GSohVhd!sZzjZRlxOi>k-4x!KvTuSX4`Sf*=U_a^}MVT3VyZfu39;pIb#!OGX
zWF>h(k)cQdk;z)waoHSDAc9c-<(L<nc}erhE$LvOs)OE-;M`H1w)Os<$+zZPuP%d#
z-H$GxLmwwo=h_=Uae6%puB!5B=t7K)Ew!@5B{o>KUU4@F1L(t?S3Oifx&UE7p1+0Y
zM{#u5;hK)Ct`n)yJq~Ltb}!!-o90Utm4eQuRsH%VUL3&{fTS<_IUi1V)ky5ymX}Qf
z;;*;dd0)|pe!paIucVA*WeRaPpZ$rrmCwK>>{_5GJFlpwVR0tdX9=LiAF*ysqU%&d
zw*kup(OG^DzDhCT=rg_oTR_(FrNckI$*_Sh7!@Wo!&{nRq`t@RS9r@Gd4@T$>w?UX
z8mCr%uGx6Whc!fVc26g7n3pMU<l5c{rp>Xy*~_DhD9I>{4?@<*+Jz$Be*FQ=Y5Fak
z?i7K(aQs;cVk??M&4_tLFovyh=_UO?8t3&uQ%6}RNoQ1reGBc})8=YXKXQeJIatqk
zh|AkSV=0NUtvV5JM*ms4YKb<k`%>Z=*BBQAVG@n$w&0Pzm{o@4+OA3Rc5?p?q0$eG
zU67^aJrE7>6wn3(18BXa{Oud?zC$we`~X0CK0_VAfw=kWwAg&G7$UKInYhbKsDRT5
zI=1l6l)M+-h151xEwmhQcxp(ba!Fm^&d`qQ&-@kREn5|10#M*Q#bm0a$W)!qbe~@*
zil4*<IZK;($#gFVN^xmwB@wd4DY2Xn69sHtO4Iv`X+L1-o{MEfBC&UuMvqUMXwYtk
z@Pb=yK5Vu`8@CU5f${ILZBTgP{KwADeo~Lp;z+}qqs{vd;y`@WIe}CVa)oHaRYVFM
zoma^D5ld3mpJRg_5OT=;Q#ypeWUVLdJei>Q?v@$qFp05zfBl3)UdAgVETkzjF26%s
zZ>f~i$}7;SrdfEG!j;_5_a~B<A0kzecTHE?ARh)AumWt{$y6=L`2d!N(#@SU?Sz;5
zWE(XS#an(|H2opcVjgD>nSbf?V4m1q74;v5(nH|C(Wigv1Bm+#o$I@XKPt6;i8(tT
z`vbR$og((uEl4VYgKU_OL9}csMGBtr4L@?NUCft-;b=!z7{eVuLGDI50X!IazDE%-
zj-Ui!f8Rs9A3`J|49vK+)QuvY6jO~cu))&1kNgQCtgUMz)|kZ@iYu5v4u^2rd&J&D
z$9gr9l_>UX>Exp!N`r3()ssg|a<)eZLb8*`_3#7X$;3ffZJT~eEg;qjjeEu1&6IYG
z6@L?U7609x*fi+5YZUhL#<2fJ>qy)TtHd|G`Q=pdo2H;!2Vp5wjo{)wwVwGQJabcf
zaltT)mwJB@-ll(-u9wN^Bheoww+YaIE<8JMCR_k^J%w||XXe~pq47qBEl$rrGvm&`
z)FaqlbFLw6Js3maO<P=33fB-tG@g&kdH(CiJWibN@9-q}6me#HY<BU3tvMmRuLi_4
zr)j}Bs|tl7#l6W2Z=#Kq2s0Z&OP)4!Y9!+Gj_P?+m$yi?aAX@%@HjH<EuIeN6ZMUL
z=Hu4qyV^I5MBbSGW+*B{Z<)LN#&q0=FNSWFGT_Ai{ku7@l-H8qjjkUi;om7_5ni}l
zHk7g;v(n)GViq}|?qFyKWbofheth27|HsqS@_A{|opw|gkTdOe-AeLvHbPiHHNE%<
z76KGlVK3J}dgn8o<Qn6hETr31{LWV^zn0;PgS_$@rwv5|rh?g1S#O28C4hC^@K5?@
zv|>5Vu;%}@EWZ=aOPQ7F1o0xbQPl7tA*T0FJW5gd;PY}%teZt6aDotcu>%GNr90)v
z$N(*DB~^=NiF{6ft7VeKXu$A&$3h1`K`ru6{EW`<+Rd_m4@~l(_+`{gyPq9Q@3!LE
zg7E9A7grd&r{4wt`M&k_{xSlWXY)TZj*lhix!}`}+WcCHUnjdbt$Mtc#b8C=kS@+R
zy;00s#g-r`rNg6ZskTk6MxEr>r-EPy8Sm0Qz=QtyLP!IYf$K>nU!2~iRLcgp4p{;o
zFUV<cfvz1vbZ@i=d&T*flhuG}m|naCr{L?=jha55lnUtr3hJl-RD{f`YHGk0Z1dFC
z>KS-UcVg|M{6#e*pzTmmOuJDRE&3b$Rk0f4Hf46^jI3hy<i8UEDw8v(X>K^UtAZwe
zw=;<N({6LTW4$CS7&A(Lpq4`;JCFTaQi`;J5z3%)s3f}1<exB1A;ijHVfR(`je?-q
zAO(QN3E1lNGo6a_E4H1^VK$whSL(sa`*9XH*^ZVvOz|GjCx?f(sA&t22m?OZO}lkP
z5(F`COF^>olacrSrV5Di2p6emRO{sjq4zkKv+3EfC=JY3Q<<1!VEqq#X|tMa%HC7&
zZk5TFboCO6nn8{`XNsBr8shO2(&_u4tfl3Q1txx?Pl$79Svi%VVc!2dKuUtRBCA0!
zQmgy%ndX85Oju7-51iCjtp^rHn5BxO9J4)XselReNz~Hflv@2~mB+ARGAN_iTrNzS
zpTfL}Vred~bQtKn_%YXJwQ41inxu8po~suDXG%G<chmpJfPouaja1E0ZQu5R;D3!0
zWN~hg2@HczEAk>4OPNh%sL3Sb0j}{dk5w?L9|wk^k?0MkHZl056==Oi4Qn7t!Z2wv
zf4Z@h^W2}-f$K`g;50b1Vkg8nH>aj~()D!34pi<?*9tyst40a~ob7cttltktJdyeF
zS@LW>)Xn`)>@Lu0jk7%l%8yThW?rX>z6xb-WOH<KWnpa!Wo~3|VrmLFHZ>qHAa7!7
z3Oqa@FGgu>bY*fNFGg%(bY(<kV{c?-ATLa1ZfA68F(5fGGaxTaWo~D5Xfhx)HaR#r
zATLa1ZfA68GaxV^FHB`_XLM*FG&eLgFd#lY3UhRFWnpa!c${pz1yCK`wk?cnAh;8D
zaCdiicMlF5+1SS2-Q6{~yL)hVw*bMN;P8LvoOj>*?|rYjYE-W^=NNPKnAKKYP4Qh>
zjX}iB-o#we9t37!VPxh7$OA#5Kzmyt$i+@w6u`pB#>k4q126-cf&nJxmOu~^)4y^R
zjqS_<Oe!jBDjHgJ|D9rHZt<TS8IXlN;D1rgTpa$3?rQGj473LUsQ;}^18_1oHnRuW
zdi;l|Xb%ROnggi+(R6YDXE7$`PGBI&9AM%BP__cv0v#Lx(u@FQds|z2BqaxP5a3^x
z04^Xib0>hhxs#nUz}^C2@lV*^4G6LXNIIFD1Jvv-z;4D)=Ksi<nuDCpoq3U@l;r{X
z)Kcakb0=e4fU=8;EztD8!um7-Hz3&RAC-SRF?TmLcL4uuy~ZFjfRg0DX#c0~|7I{E
ziT!gNU~{woQ2!N_w0E*J|0mlD40hmUV)~bw#lNN)oh=wa=3spqB(;B(0j$i-Z1n#^
z_J1SCzmfCb$n|gJ{x|ac3t5=|jV$#4!2ji(q>HWXzuWS^y!)?~0Mr4Z_O@pKSGuts
z(AMMsP57U=TIN7YD=>ii|D^+TmIS(+n<)dqrvF%GZ0l_PpLrRu@jsr5fGlmz0nGoI
z()d@G{wZOuZ0`*Gx2Fs|-2Wq_ZUr>80hv2H1K9t=GXKZ+|6Wl7WNL5rujZ<O|LKXb
zliB~C_;*;@7zhHZdpP{>vj1wvzsD^9XRKfhb^^Ks^q3i$nOXix{Ac^GJ%j&IP7Um2
zZ)2_nH2bHo|35`hQG0iQ7Xu43H!FaFm6Hp=$->0~U}0uu^ZD-rrY=rS<{<FDPlJCB
z=D)@kz<-P}H+MHTMOs_7H{}bqPS45!*Wu<3Pl{`Ibi=Ng<E{-TU3|AWfx{7NpshSL
z_4=G}`7|%b@Q~4iXlti`<r$60=Emc2V5941m+zz$5LGS)=^_5XSPgV>{+2$LI-Cr5
zAehthzJfy#{B6$}W-$fwMu2x=rVgdR0kxXUY!DyeCMu6p?DRxM_<J+cTkI+HTneNC
z^Y2cK0jEOslpo>6o3j#P^cz5q)Q*R}o)?D9{;4k$gJ+_FVwDMg&_x_*-FPGMM#8Ji
z5g+6AB7zHeHj-Dy2~l54hYo1?lMGqx5Lq3XQp+-Mj#3bAo`z@aQf5P4LT19CG80#x
zj&x+HI=*?eKgc9G)<Ds@efZ-gYxyG8Vff5f&OoWfdPnc=-z0c@gmAjVPAmta7ms#V
zpan^Ev(rfHp^PIfrMS)88?Rqt!tr`FGfD+6fPV^Y;Kzqq$l3zXOR*bX?9VW%En57A
zh3xY9<ozY;C%O+-TGYJSHaLI&$%g17EwQbe`m^_9m`bB5xmERWvpI#?IgDHc2^;3n
zAwkUaI^q!P-C(&Hj!>Y&n9%nTb0hK{B}SXK)Iojz5jz(A&E$u3kJB^bms>jTi&;X4
zS~gQvIo|_$*;Wwa&PyH%!fHpB4Xjlfa^C5f+J-)HZq0Sbh;hmDPd1|4Kk1lF+$f!(
z?t`LP20e_W!0H*~?Wh?IsF)-Z@<Qn0tXiYfO5zFZ9ypX<MvNotvGcg$^2{6jebEMG
z?4Q154td@W-W)ihFD6!L0EJURu6ua$3jLhpU_p{Q5V|ucba-8Q?k2Kas2-N&xsMd+
zX4v4U09Ux_INv9w@Hbm;8cWbagA?#I=&y5lMt(f<B6qrXT7VrBG?q+M^iHJ*{}xp5
z#iN#r%LlXSLR3me1(#z?Di+LdQ=v#P$JX04QJgFWhuMX%hcf_!Z9U#h{kKi0KX{Ki
z#>yFoq^uK3&>>Q0G=dENnT@yhZ5!+rW}GUaJjyC8hJY8}gge^?;=d2&GPh&(7lhPH
z_-$Cdo~B(R98hz(w`fO%nQM?xIh46}qn|O-yCcy&=XzB;LW}PVmNrv$bn)Yx?3DzE
zWY!%0nNfq%cWw-KKl0aKumMJNhj+HZPOmVPl+y%=%t-yK2ISW*R(Y)sGmwzk@ki8~
zZ4OSOw0-y9Frt91+{2Y~YFH(w+n0gG>%bHH8(vm`r~s^cX-7}lV92m?`Rvr9bR9()
zQKNL8l2}t;Wqz`<B9<FNYs4V-*iwkby#)J<;6hkQE)E*+C}p_csav4<AmbUCVl|(q
zw7XF%x!sHf+YEdnenrF`JZ-%%3h`d8<>#Of2j~7LOrZ%cv}ui&sCc{tbnA4ccSS|F
z=-;ZIux3*(-?>yOmBW}v#2l&#1!7vASH=C612#@oft&+kPd=^vkEM^_@Jz5DKb7Jq
z%GGS2$>ZwAzP2S{r`sY_R!U89a1|MOnLxpg)u@p?DiWfceG@<!*n-OJ>ppVGC#r#!
z|B{q&55g+O@+_RDU|q(e)py$6TftCgip6FwMqXof(BxR15hrXLKF;~$w!D2_G31&2
z1D=A{PVNsyH3!PU3E#Pd>{FcK{`YCb%<N-@j&xqF3+dk}=r5GPYfAf4LYR)=V%G#(
ztLeDc#Z`+87!;sk&tCCvQZ27Un1b5FV5kN?WB+r;GDEQxTBk@_!>g+-8HwBlG#Yc%
z$pD7nb_4JD`u*nM<(Sg7!DcVFTTppy>j3A^s84P(7U4opxOhqY>LQO*jd*0sM7E_M
z2#U@4Qz8_A4Nm(h<sGswh1TK9P=2gCzi4g4MpgB@%$E6&^5L_RIn6dUkPO+o@hx<$
z|04&LE~JiPs@P+Hur=$3KGdfnXIma?W{uWCw8aYFmi{66+%qgU<v2V%tR=|K-%j#m
z@I7=`VYZ8%O!ngUgvS>BEp%m}I$Zxr>DWmfp>lC2Oo;8KBYNdZj;W6fJK2wWrDzj>
zSr^Ip4esr3^nNAfYEBHkV<H9E{qQW>Wxfz9DD(bDt}X+O$P|l<xU!4E-6(+u`|lC8
z-hxd2F4)M2>Cvjc46yYSOfYxAUysD5YX&1uUjmc8BGAvC&ZCMqLY@e=zi7QRu0VBt
zr;6xh&aJ9US)6Q%eQ;g}V>0;+?pHH=^|68X>=5ou0~p|rhkIo&VO*w_Auqos<zO%F
zET4wEnT`Jnoc)%wINO;7%^K3$5O?XSZ74^zzTXh?Mbb2+NkwNuYpuz1ogXjos1ksp
zdMP0Dq|R?L^MjS~%6HouD;pMGytG7Op{_o@#d@T;S6OPLbe30F^H#``4(bYdm^Qq}
zAbuH7Cc8;bZ0$=ktWZkuXSDGijP);9C=l{I2R>*U9EK}D<ZLqS$?kp7r(i3rIb@Qv
zpZ`S^Y13O-Ne7c%rRE5M_>=uED|%>^d@JaH-iy?BEhKovRMnE>ugb<Lq)G8IqS7gX
zLfzq~#Af=bv3S1XuXfaIk#{eIM)Xn>Y83!Su%Kc}$yA$@=J!kbvrDCxKWBNDj-J2F
zC$G$k@<`2F=vy&ARZG;};*dgpM9qaU!I@kFwT@8QKDa9fICaOO@)D)aUlO_{Kf~bY
z7gTGNt1-_0%o9ho6rv6PI4Cqy&_O^At7NB&BidER5QKaOQRbv!voao^v;8*tbx`T|
zAUv;k@amI}>v@a3lzw|-QsDXu<JxZ61C+3w5Viwrx!tv57#r*`$(Te4%O>E3QQMUZ
zT;8)nE$P@G(=IO4#1g@@?zqmeFEdPpH3j&B7NXK3l&(Qa9MDVS$y@sA?yZ5fu)iYj
z))O9|)64=%Af)l}2@SlguOR&!wa5e0JkuTMe3qd0%sf22zm`>@qBuWm^5IUMk1HhQ
zT$ysi7rC0^V4SOHELTF`iA0pmq%eL%HylI)k~AM2dJ(=a9Us1=9K8TzfUQD;zxFSv
zygZQ)ew<r}QA>nkZE`M9#)#ZIQy~;r*93<5gfo_#?o3P2Xf5qh$}PU=u}QdZo7N}|
zBK!SVY_b5gIVXv^4Q|+1$?&5|<1?vpIB+Y~&N0DTRk#!khR5vVP#KP9v+JdCcBpUu
zxJHF8+7=^lghy6b6X*^_VD6%=A3XGCw8mfCCfgd*d&a6jch?P2^fK1x4D-0J^-~=^
zy0o}x!kt6=cER&O)NBBm&PtB!T&tA3z3$*6P34=d<n35ie>uDsz8{2U@cEj)yMBu7
zPV1RUxSZ95hZyRITiQZhii7jmhUFiE`DR>#x**0GiVA2NgQx9^RNsM+A`6gjAk>dU
z-O<bpEcpqOIL5O2ThEJh{HzSlL#?2hOX8&^u|KL?+7(!XgC%UYS0T)Ke218`$8%57
z>i}uTg~WmdX9a}Myk5kgA>vNknQ#R^uDCb|3^hO;MFB@#4`mrpLR{N+*2-%XgCr@I
zvkf*l4!tDJj^WAwxy4uAif}%!i-YeR2AkMuGno(qdh|PMsNGFI9HvZbobM^+k7*?+
zDmt|pEOXx**a(ue(9dQ#S)PzWuf0|Cx!LflB)Z2;#VCvy^H^lyVlgy(m=}Azljt9r
zam^pPGUcsM`{(QmKX^*$QNTDRMty!G3T*``rBCQ(O-8pUU!Pz^`7xis^IJ`Qf->9%
zQCBpNUmX!NE7?LBC}*q1in|H@#Sg?PDDm01ultz2<8TjV-E2`%R31(Of5xW5J+7)4
zp1!I+?j$VeJZB@f$=#*k4#cm3))3Wm+?Y>kk0Xm9s*zs^@Y%yg?r*Gdcs-x7vlwgX
z7)(?3C!a`5EK-2?x@lvZi|96{)Y#?OWI*S{x+@`|d=BIndX1%rbVIi#A!(s*_szpC
zo@S-`e99je7QLnyEjhAhGkPnTpTi6|)lL^bvA=I=`v1hv3%Ir_+&kA2EB^2urWx72
zG)zDtvaL#1F!OeZ$tYMmHQY3igk)ML0I}#S1*`d&@!1zSutFk|5XC7JFpBDnOTI*X
zathq@?B~J{$A=(#{+#FS{Mntkaxq#24AvP00tD0eWGE>yqj`&zrzl#`>b~MnZ?H)r
z?{7@?F~LH53U&U0855HsB3z~ECBK<B(?1QKC?#Asrl0q*w_^H6eAyn<_hUD*P5nTG
z$tj=f+HKP4Ct)5Vj-Hq6JvO^|`@RLWwaZ*PG|g;K!For673$L?dS~_ub;~{IO((8V
zsXcdsoS?>Dl2TOfdVu2f%Q04{e1jRSUq+9(>TodizSz-2)nZSXwh@Ha6lZP4FzGW-
z>xU#oihF3eJ^`t!-*S|{4JK|099K21Iqh=i<=uT6!j3eVp7Sm2NeXvW`WI>a#AcXy
zChfv968pKj`9BevE!fYhA4h!pj~9cJdORp}lN5}n7^CU^<{DIWk1WD6rJ0pmLa)$A
zZ)w}xMm{E!Wj=Q0A0QPDotCh32dg^=faZ6RvKwbn8(VVEd0XQ>`-Q6Lgi?y)yq)SG
z_~Nh<6<Pu-+{W9&2t;;i25h3F7PF>)nDkw+3V-kRhaiKr@oYgKvr4RWVdE{Qyf9rJ
zM~B2E>Pb17X9l>jPH`=#;$kKBSiaPSl+v6>^O<rqC{ItTFhnzxbGNS6h#e5gRpCQT
z@m{ddVK_6n8gLS*+Tu<A=ydXx8O4Os$hu7o+hVSkfjwwJ;wa3GcxFcN*THP-#0Z9<
zlr}#ss#8{f5VFq>#Nzn6iM8CRs)Rm5po(S&F6}sE<ie;uGR%p@p{t9WT||I}ZF|$V
z=w(7Wtjug>|Ako@+YW}*NJboorzcCj+pD`bl#|^3Fg7%89$Wd?MZ5VZx=9m3mtc%P
zP4r;SmRc1t{NVB;xf1g0rV(!4<Vt5tHDNLB?+TOgY}E`@X7y8i*(o>Zxz6qulHabJ
z)`XO?I)n&(K0QjoQDB+lvBaXN%v^O^34HJhR(IH!AF@)iOoN+^Zv+qOukOh=Y~cks
zNh#Um?S6{{FWz$|EQx>0QkOFxWBswFy#H=u4PAKBO^kX_c_Q%2m;YJEb40V;;uMbZ
z|G`>l)9n@o%A5Dvcgqmj8e&qTP|pOB7Aj|)%;yvc{2HcdwViEk$k^KMrRtBBHMo>F
z$`>u!B`O1@zB~=SsL$hIVB+Wn8PR7>mYh{5MP91h6Sq*DKlyaVI$RvM1)LtF;!8~c
zs<n}p;(&g_Q1>MLx>I5yvm7}um_SBXyV@K_!WO)1Y#2Va<mh0z2ohfLk59SA8jfXS
z0Gt^Vu+@adXvM5rYU&T-<n4rq#p!HzqnjynVM8*WVvLXF)VPGhuuSrcNEc^4FSVDQ
z(Bh~KWbeSC4$?7uFpVe@9BpJc=^AGg4n9A!hdSPAq5P$M^wR<?S7(AT4LNiJ-DCS0
zJFd6L(rNuE4!lAao(zXZXwQVp`X#vYlK3Fte(0B9vYv_*g{7i8_$8b+OhY&*s`{HA
zcA;P+cB4-KsIi!a6t#ykbTQ{ow*Y_B&(8(gjyZ@D%C}f4=3m?KQ8bn!Zw0g8X)N}0
z&F{#|WZ6(i`J6j^eIrF%5kn+?(Uhjgau{50Pmt!fVYW5AjlajU*<qleZT4a&Zo#9W
zt-=&(6LWwH;ZqmB{WS&4V~esf1ESKOToveYC^3<f`+nU<q$1!0Y;e)waHqsR3+N@g
z-}wTumCfh!z28^ncuw%p>H;1VeZJ>=M3RCiZgARPuFVRY02!LD39d3XecmeGhbLWw
zF;^V6C~Ja;aBvN6R>TRntH=#2*q@ALP&)S-V*Jg$5!$2U=5>9hF~3#;D+vDmsv?`^
zU&a=*66i;umnrWzC-5r_=hDM;`Hs*9@ER%w?SrsAt5NOAdcN*0NN>?b3Y?(XRyH9r
zxycX0XNwRB?f|g;1@a)vG0&L!m0$>ebh!kKn{KD1{JmIfZ~ig{(Weu<U0jHy(WgKw
z-S;sB9Qwly%VCAt9`E{Q@U@WBP;C`+IX*?MZmWp9aSsmK<#f*kJ#s1g59EPlvv2o}
zkU0~$@mIQ%6nEpGEpXGJP5!f#ps^{3_?Bbc^;Ou*`R)tLMatO`Ti6~6KyPIStxegn
zAPzcNswMYo8oj<wYu;V991wSjruqAtx*q2m{=gxCe63}pR?sJu=@$Pl5j$Oj3%1zy
z!T9Z6;7%9iwsIy{k|?9jmRo$NYa+7!SS<=w@f^E+HMs!#c+1q6>mv_=vSgfs*O%K#
z$;N|a8ji4iRTH6*;IP`}#>qu^D?-o!kJQ+1ppi-(df3*^pN<kQbhFwNa&t(U2WPG(
zGf`^f7^oD3xTam6V1!>o(ZDYjG>&*;B5dFfhi|8y1arILeNtZQm%$98Qy)tvf0dbR
zmlHQS)3RE;FZYPe;wM82g8#hitqoR6cgh?zKvTh0<~~G&o@X01h`=QWwGK!7X39FK
z=&#3i44G+mH9ZSONIXkiV<faP(TZ^Vc{h7iv@uMQ2gEX2`GUBuBG6+sDs_BMyw7gl
z2gEKak&~ILP^rBMui4!l4R9Z=!AdD}w!D9RgeDCJ4Wf{N2o*N;sODu~U?^7X2ybhT
zURpGfZc>7dqB?(vvIv?+sgO(XxpAbPQqyW&v7l}lKr|<zgVzGtrdsI>eAGodi~U~e
zh}cAA7HUe_Gw*m(TT4(vQ5!jWO;9zDAon?zx$u1m%+g@h%kaR#?~|hE>UVbfi689+
zpLmvg-l8C(#cJEZUR;)N7c`I0zXV^5rt4D&bow!u>K%O|P2r|R1AHkDlRVa2<xaIk
zF72fO<Yy74Emm9EjLa2@oQT2QK_8Y$Ib%-7uTo2KvV7|}{R<ErrS1xl!r$&O&oK^i
zYoFs&*B)hKk!Dsto~;u><hTyQA1Sey5Yxm5t!Qb`ru1&}S#<%O89Ocner2n-fs1z7
zvz9_fTqmYFtaJ}r5^xjmx+?(6<7<fOqCZ1_bnoR}<nBc$lUW>4l#j#oBx9r{v;JK9
zDe@)i{30MT;8XG*xz8MH@=zFuWy&UJP0#5Zzpdf?CP#KW;d+b`|B3qUtJnbR8MaEB
zqmYPD&U7|_9J|LLGa-$(kOW(IsOg|hZ`BgbtuhCFg6<G*!ytZdT@-lXes(p{#ncij
zuhsQu(QWACig5K+)|xN1n9puGO*?`vvhTMsa^;&R@$j5W&qtOgL}K#QV6ofiYua`0
zPfY}e`8ZeDKsn}Cp~PjlFi3JcwW|RqNS54m(V@)%`3ly{2cKHO8>v#`(+2a+vf{g{
zjwIpQgx^c|uSX_GzN!-llI>T*IDZ*Nj3z#=zxF@edLOW<OkP_WQ1+;5fuiaiOusZc
zD%#7o_CJ|(AnN{Y2U*OaRCez!bILLd%jJ_DN{?WQ<G6r6DrlU<F!z0iP<@Lg3<bsK
zqi`th>mKf7cx0%1vC$hgX$Jh89O!dzlpAMmWYPG)5n@Tll!0(HE||Jhx7G{9Kmir;
zXNp@F=fQ~dxJGzV4vPCLMS4iL5mHB>$RE#@cp>nQc1Ch0qc(BHbU0xYH#XXai3|Y$
z@a#BfTD)-20c8OERopi1JyQIbE13Fr&=~I9LU-A5^P~^w6QOp9To?LeF;h0_-o)EM
zSN@qNo7Ne<gCI}CrvK%+l`4;&OEqMtfR9d#+jPr-0@BGsH|bjrLD4+Jpm{@X;k}Mh
z{lQf=I1Fy#xq0T^4l~ElXORa9<aEm7+u3%E*$m?*kkMRn=}ynM6#=hP{ETTQg|t$a
z46T;~GdT~RW~|G)#hT1}sqy)wCG+rThu4v?9uTU@?}wj2wUXD1-4Ac^P4~;=mkPT)
z&57l?VHqHipswBO9(Lxa##5rPX_4f42z*E<UQ)H@#sks{RU}JXmP|Gc@O>W-j^p6b
zwam}3VO}2!F+Iot_Z%y4`lofH!bDsD8a|d_j9Juuyt_Z9lHFE7KUZSbC>xo}7(Cas
zSiSCVxij`;!k+ngEWOWA+UeQTFr>!1D+mSzVa2%o0K}boPU%gb-8vZ9%LR|vb&lKP
z^M#_NWt#Y3&gap*#XpYobMuB+LI>633d<UwU(6vb(_S%O+wg|a8O~;OAanQ&eNX&=
zCun6Wxp&}SR_-VCCP`R1rF!k#H3T}`P_r3n>>1b{kGyF}0rP)olwuO~HFq^1z-7)a
zN~|Iuc&=1P4f?DK@HJ=y<ZgA?7hW(I7bt1oRAC5-EA$EC@LxxALI#YEPDR&mICi0F
z{+PN^ki*E$qnUX{=+N%$l@2*6q%__O4oagj{hiePFq9_3ED$_Z)vvQ4@ZkF-cL^(;
zTD{GRNIgp)u^uR8Wy+5lyKmnUy>(S%?}iQxb~pUl+52Z*dHDV!o<A>ZwG#Rrve1~a
zqjXxO`Yc|DslUB}UT(PK7RQ}W1o4&jF<>({f{M6a8$LD1O~u~}+n6=TWlHE^C*aT{
zVo4~IE!dMN*l;5xycZg&jJzpLo$FE4G4Z(MgrQk1cZUw2xmB@6Lq;J&N?5}D4}GMW
zx`Eu`8p|YU|Ge{<hddXADsYlpLxZjw8X_Op^9{e=8RVaPvhQ`rl>`n+NDIOr7jF>G
zIyJVM-n57{7)D?JXvU+wIT`xB-vltcuf-meq+{}1GosOA6ylMgdUmB=Y}dG%C9os-
zqh2$MU?bX6D4Ci4nNXG<=vTWdh&48~J}@CNSK{$Ze&usR^tB=LI!Xr#laYQS&!ygr
z3FkmaFA1W@C~q4*)Pk+`!D4|4Jp<*d2TC{}JgOeWsG_A|Czu}8sp&4-bveeGhtXQH
zXERY00F??w+pEKXs<NEzwB7+9`<-nkRm3jsyBWnLLRzD4>4B*sgPm9oUnC<{XMH)Z
z7K;L6BcF$g?LCDpkvjWV$KXtg$YCT@Lsj0l8K4Yt&cqeLjFTX}X@bB(si@>!x#n_8
zjC&_h<O)yM<q6VE=o93P9!Iz*neaZr9`<3Gu!kqM$qEcLe;yJpUeXDXZ{0I<PLy=O
z$M5we<~yr$s`=%orpm2O`wL}h%k{90IVSx4pXs+_aS^qoKb32Uq3W76xL8!e^+rUZ
zFB;)DxS6m0SWiveT)O%j#v=cD4kr_?!02?h-SVsTTR(Hq4{TNsflta$aC0DXZu|Lz
zb`m}Dc=(r2rYfS1hmQAPOq-EnAX{olP;ahXIED3_S+#V0ShSv#Q)d+{#rJof2G+zZ
zE$_4iYG+M>AHh!LUQ(^w2pGCwjChDK2S9OVzkhN!=j^!BFv3N6>zFlB4O9#it@<{k
zd#AE5g=+pt!C`Ge4Y^CIn}T~|2AN<0WYp&n9&;uKQXz5!K?u5tnp^xK(2eqWIEE6+
zZQ8F4(?aFuO|omuU+Omof9JEsT$KWwl2A@Nd{_tXJd;TJ>-b`<72i6fc^@10dL0R6
z8^caP6<ruu&Hf05FWy6gDYjd3O&IGeW)M~UTLP95<%sHj+1_{P_ko1JUNc7(zbR4D
zhx0nCbFu4KWZ>d_-6_=czhz)4`HQkJQQai*`&gj$!Lx(MG-K$J9B-+z7^M|_&8LNe
zYvu8XtxyCoh|xidS;T|AhEGnH=|2;0zT7I!gM<_k#TgUKLihhZ+MLmcPPwQr`<V3g
z+}Q#fTrgG1zrE1XjmjAY%g}YL-yWuGjwe{}oOUfkemuUqrdW*6kC!mSZNwnazJ+|y
z`2Nz88Z?Z7^h=$nr}6j)CaKS9NH*rDyxti%JBWYh_E^WBs$IVZWknc2+dlE>ZU5Jq
z4=8{MQPPmT?hwO(D1B2NGvitNWwPTgs1=@lJV4k1IGP7M?DcUWBM$tj>)a%3V#L&E
z=gswb!P%|{%xCDzXdIB1gC{Bo1?cjx!SML~>`0(Mt0MEK^=Gato~!Yrb{FRUGgn3M
zrT*;pj3K8a64J^;wZW*KMhz{(e6s}mRbvCA|F=Z0%z*caFGgP`Zw=6svkmjwR<YLV
zI5Ul_Bw~$Zz$%or14{Hq=@UsZJheMoXZsGr0D6BiSPztGZ=-aL;4PLF*J-@DG9;O-
zlIQpWS7}_-KfCYZe9m~HA}7b4<d)U*aXK2pXRDfYJ$?F$<ASEeV*3}!SAe<&?V~TW
z-<7?X7mrWpvb1O+ZeD}*ChROUBAxm5TwAseK1+VuoGWvKGmRW<(oko9Id&VsAfElx
zl<~?q78qv8q?RRW^&HS2=;!@|^9D*W=@1ihxi`YWzJ~ssLQhie<>?Df6(MTzB)0ho
zjw%&1P74toQqmLwR#wPGPM81t!8FH9X;s`J7GP+m29b>{ooLTggiV2PTw;|U@@ZH^
zFH5^_+U=d9m-PVmNeJqTRu^s_z9iF$MY;i^qL_zXrZP*V$SD+|*8WjL$q&X0<G0gM
z$3;-lep{N{Ve*ei-~Pukd^mrhIH*dwuS~T%2A(N6(bnY$RJ7Em5-XZWI0zE7zuAX9
z5za=`u<FGcCD$b-FcL^ng>UeDW#)~&xd`Uf7_av1Y>e?_prTlmzZ*aG4Pd~W3Y`C%
ziN3zv&8m2XNJ+OOS=ex9y0uW>%Y36dh<sxtk@S~Qf-036E$O}iqwttM+UXP{vG>}n
z-aEo8wq9c7O~D<fxvPA7`gXUl^4dgg;HCxc>gV=R$6ibCBbf+UYO*grD>SXr_Jup)
zewd^!(H0mqaTEDAC%oCQ0kjshl)puPp!t~dULDtsyA&&jrX62GZypp@fJGlZ#5F?j
zG1F{5c(gACn97dsuEU{ysGZ-YY)xv`GZtB2>>AqKx$&RJdMp_X!@aP%?BY8B%)|b(
z7m6@Wi700|KMpCchiSQms=c@n=;M_Yu6;FV_4YbTjfK3dtsZ%4=S(Jx)3wUv6r2#2
zU*d8?YU>agy?=4PtLFx-GB@*56)%Ujg<?~!;AJ!t{=T8KUXQx*`}6jtyji~!k9L3Z
zIw#>pRusjpD_t0r<Laz%b$PXrKZ(2F+{auxe{ZCFdR}V9hvFi3sZg~3lekDvQ_(J?
zxH~LEkpGk>l>O!Jiw4A>>Qa309&J}!$}S#{awhGz>PN+-9B8nLE{+hJBjdBqSNUv3
zm;AYYm7{bLk#_BhtblygFypm2DmEmx6r;Iipem}%c>mLz^_&(ZHp+6}o484Na})(>
z|0j&6mtBB;bxPMm8s^`K@OcZXst@V(P?`+gYouS1qwfRao-rkGkG-ktqgU<GTTlE)
zu7}g=H@Uykq|ZksxvPj!GQxR~rd|in8G%=h=Q#?2XlV9fxU;m_pIi>w0$QIQ(ezIM
zkw6JiLe&bk<{s2R<;<q9voKRVCW2cARa}5AA70(l&LpbUIy~=Dug?@oy>uCSZ|`qX
z3etzMDClrjNO1==7|Z5ScU3cvhNhBn{mF9`7Cz%&#xwl<ikehL{^G}5<nc2L50`)A
zb1A;Q16Cp+*U&WV+6M~t*Qn)nuIlghB;1OO3F^$s!=cZ_+fP+Da;w}RBf7Wud**jv
zCm$^deRnsx9aV$|U{jiHkg(`9*RLxx-HUXjg>Oi-tf^|yZ|34FF66IK6E~U`>kY;*
zi1A!yZ|Z?GMGvKr(^fZ025IIQ*4s(`n!e~SO{J8|FVlTxvg=QFYvmC<tj5Xl5&E-o
zrn907#}<}wZ+)V;P8LprP=lh!safu^BBWxPeEFRB`?o`yM>-dAM}J1zN@cIK=J4`^
z$$l-Sj&l#`VGE;!Qm5r;kO(KUm#ne)EGwBVlOt#M(=@+1;}(ZE%UD}SYE`l}(BpoK
zm}Dg}_Uufbr9*nbRb`=HS+TIMuYsDeD#C*p>$?>7Y|NIkzLi}c<cWk?z0lw{N;)?d
zIo6IdYt`?UH!49a1zKd{F9vz4q*~`fTX_3FJAG_#RWxIm#9j_3pDnb*V}KoBEtK#F
zs;Y~-nel`kLGgjaPK-KLFyOK=$pnt|c8Pr~+4~MpRJvSvy5$EoQKJyWkz7eGi0!jV
zj`okL3kUC}cnsS{C-H-hw=93APh2GlQEhM2bZgOO@gFA4I3=JbOnBVky1lVS)|kYq
z{%N}VjP<~?U*V;iKhw**gDq^X4Ip<q;gc4q#t2BsPtt)?PkJkm!t_|m#Tv!EK~hSO
zaAWS|PAg|kfshfNCZvMVe^|3DDpVjbS*RS64Fo`wnP;Tci{2*Q5j;eW9F+;{<Vy1O
zP&}HHe#+A5Gq*d+-t_jUv%v3aw2Qja@^C}(c$!95^g3Jovn$`*3o$CTpY9HVof0wO
zPbC)JJl>>lxdU^=ZwKrx_xda@Y2kmcR;Bgio*&>aJPOO&4jyjwFSp8bu)t_$`91`?
z_Ms)=#k|vBR2eT?P7j<_;||Lfg~#|IiS0znMm29{F!w2N64YvUI5-gEZOdr&p_9%<
zQQ4FoH?=KFBAQ!g$vqZT$FSI7sr-(BZ;rt&ug-m?c)+>xnCHx8t5)^UaM-|ywAIE~
zuHZfO?yX=iz@gWgw4CBT46R`#n!1^>zjCKSX2&UtO?5zhlQiK7RM;%YUS40__N#$4
z>LBR%@pDptLmBrmEQ(jj`H&Dw2#B}nVMd#OHT0zrLmj~z_v|`6o@#jV0lP@nqG0Y6
zeJndZj>vMr%R{=?U-4&#v`<lJ1i3R}hd<g~)3GI+ZiXoom&1KfB|f@c$cSP7{%g+2
zB(E2Qb)mSKk2P!VGp>_D2Z+M@P&Hv>4^ouMp0-)64zlQx!rGKCAfQKz-0(9*x0`!~
z6S=I85H^iDH8p^lK#M1B89rsC7#)m?<ZN|VgDfMbUS}5=*F6a{UJmzHPZKngpE%Fy
zHh1SV9e>PDmfUpHf_H|=p38`l@Qqp|LPsERJvrFzk~FrQt8^3aNT<N>;zcZ9Nx5eB
zcC#g`gbsN!gOiu}g0>)@Fj{CqS|^>j<ReR}eH5dR5BACoRqQ-H|6;(J=M)OuQW9AJ
zAUMjaWw(oP11~d*th<D#Rq*!Onk`jVOQj!T>rhr2@7bBAd_0-uC?UNF)HkY?)Y{{}
zrKG&;cOpkeN68f%%2Cyxg$CerpB-8L{Rttn<uyxUlK6JTW}j<MLFIezloY2*KV5uY
zWO^h}5kAZY93VaZz0O?APb4av*C=R5f_!#<K%*#g-=1~qFK9%Zz*{+v#DrAC^qZzR
zO?1!fPOt%r*~98r@zpDLu2EuB%gPfsQ+c2-A__p>2_UW*4)^#cp&t=~lmMcCRYQCV
zhslc=!0?-2xbliQN}TKM$rC_4B@I}jqB|Y=w0fNtCmdKY_E0BI9P!>~#H%7-#Px4N
z)F(dg9oON@3~%(R^{y#{o}-`g6k86yQ!c>ox@IF32B3f(ol!^6huJ&*OGFL33+D=%
zUX%uZaAeITtW+OLzm>3U?WjEUd6{vxK8u-NrdoWf%2dg9c**;fmY-DRSUg;kyJ(@S
zG7m@X2L%Yo^zep!iaV~NZK+_d;ck&hIPWn>m5c0i)$knj<ujQz3ZXW?$2~1uW(c+)
zp@N>XI_!mla%mbjFAQ1Fo#7CG3N%=;Vc%#67SQXn__ya+o!wvx-~<M7;2E#Ib%KPQ
z$8mJg{k7dWdF)93ZfbVw3412A{hhv_#UZ9FMq&7%0RfEKe8Swx1qlP>_g!;=hi+?~
zpXlIplJIzYzt8)O4EN_`q<U^V^TvL4Bs!oFZZ1i-9Q;^$_283{Dbps^&?En$?J##S
zZ=4TmMhdSrtMoVtPpn0<!AW07BC9HFVV-6=tDOpTzhP7-S*3b3-N`DIL6kA^&HaO+
zcKMYZK0ScPzhP<~4#&z?$G|}qzSbbGT|Z)gr+FJu5L=#TonH7V?RfLo-rGA;j3mh6
zRCijtN%f-Qe_SqH!^goKn~_H8=Qg_q13liuyY&o<UC9Zh9lF1j#L6_nqX(o-{W8sK
zo9^8ClYgh%l0cC5N$tzs)I_q6ZItD<ErhC7WLF8G?jbhW)|WR!EGgxnblVV60e3_1
z^Nn*;G$4aL(MeaGHT^CZ@)OTHydwf_C-%e<Mrdhur6dZLn|_x|kYWn<P9T5Q@+=*%
zYmJR60}MKR@BwQ*H6?ivhiOG@-!#SwjIz<AzTbuQ_BY|t1{saO;3}by-NNF85FcD)
zCLm3twda!P3oyBCIfPfVuas&zLHT#lM%GWABtPm&Yt%|vDr6w?#FDVZ%qly4NpLh|
zwNc@FHrVhCZJx}|EW*$5$EBS30eh|w@T2R;joPJr`MuO`)WGmLoRTqcXMCOLHY(|^
zI*j8fvNO}fGAMhpNg4Tzir$71S%B~i36Y&$9Ng1G;sFblApyH_Z=EMgJFcE}*t$0v
z)bp1@{|ay&aoryK6Kc0<nSc}BoUn^YiB0z^)g|PpkWzYe`qgSfCe^{Z89(9YiF63d
za_Xh1f5g!umKzGcCovwinPBWZVb}w!B>U*z+lIsRiF)fA;Y9z!VumRG<8H)8lFt_U
zG9tPFkdsoR8B@o8_o4ZNw1Dn@@@-9$UJMWzZ%FSYS(}pQQxPC&oSRO$wtwo#m>U+?
z#^qE&O_TFjmaWv`!|Xx}`-0UPb`Y3QL4Wg#lPkO39LB=H9*E^OqQ!QOk<rVAr?=gQ
z*a1By=*%hJJNCV~a}~TLPVEtJ!`A5u(<oY5P}#L89UD71m?ZtW6I0Wop@TPq<6$0l
zRe#IJ+D=+^vFM#%K2xJ7@f?<F@1FL+A`{Rn*hJ$Rfo6NOhOOgDA!Gb=Gs#MnX2zW^
z!<ss5NvZ;!*NrT^9?<v9V62fF!x?h*X`~@3X+W$posx>w)7xowC$Avadj7Dpuh{!V
z8H2#9vV;@&n-x|8Pt43hgNy8R$J|KJJUK7v8s{>bW(6FU2Zw@A5&5@@$3KI#DV|#?
zz9|OCp#%r;?J0X1Y~%OdaQv^Rjl-Wn7er^9@$r&h4+>$(>FU0JZ-06Wj5sCK<drz;
z2dMC*?06|hCbR|Z&}5CXF5jF-9Fpdo$2QBFs-{+jr2XZMv8hma;0y*_nakp7$tC=i
zQ^N=%Z1SJ2WbnEMa$(Mz^N>@MP$-QSa2S6PbQ_Yg)J%blyKz+s2%+x|90`jE=<MN_
z)4dHE1&p*~?tSG}w{~7k-v-0*ZG&<$2Ys|*L9am8#=GI=h0)=1<e?YJ=HwJ)8?Ndf
z(MF11szZjym)4!%Jjg9O3_DIa`OuBQt&+)Kp~*03&~RzfOww{bLg{E{pBa><Ysecv
zg&bZ;UfX_b!USmyQ`&#m+Dk}fuQ+ZwbC}$@psZmSOuOy7`_nvtm?}#nr~iGD82F8W
zhK)GG>J3FILzY@zS%a);As4RRI*l@>*j{bpF)$~!<R@}`A+@5kb1!L;p%0R7HFqm<
zV5cjgA~;)v>Lz8K2YXnKcL*Vh*rpn@Fi9<^UlCt+&|M$<*<=a_I2Snu)s^+`G>uY{
zY~x736xWBZO-gE;kd!TqKdVC8#Qn3V423e*K^hWV{l~Y<I~8MQ!j%h#0b}|Sf<A0v
ziszYb!dbkL=4}2lCycCQKjvD>Y7)hZ5%^5Gnm03Hh|Vlc_K=N&l!>9PR&nw&qMEU+
zwmv5t^!v~ArSya)p<R!*+D}E2@0rI_3*deK;1PG-bhGOp-zwptQ`bm)g)87IV=O6X
zl|h9k&!+LCRARF-C$|rnII{E9_l|?HHLdE6-nu*sicoPJK{e)jc<b};4QZJhIkub@
zk_#r+u<udg$6pF^5Zu$E1Bu!8g|@9~w8b^z=FY6w^91-}MpKWPnbmTk@C=o#=+ky_
z2CNGVNL*R)+nA5v<T&q3b1M3-X(9MOZ|NH^p@YAf`*Gp0rqrM1sz~@B;aeDV>sJ%P
zbni0S^JZMpX}upqsQOuM5L~7n{P*{4hi=IVYBuorGwY&VxPhcPIaHEnR&-*0>#^Nk
zvmVx0bE)1wiz3w&O*fnFwch-P8I=-nhpKq4|6UB@gDDc3-Sc7h-H0<|i7CTI6hm~m
zlY|EQRQRgOg;J1f-yoUk9f-nj$O%P9LM}AQYMz+GK~bmc6FSXG&d5rC5keUP8j73V
zc-1?eSgMI=+Hg<!COcbX$@P20ac6FMR7W-r*GZvu8(MyZ!K1bb=D0>xI8|nk#e!;k
zt}Tf?`|v03vSnwc6@kg=TTxPFP={cjKPIt4;k$a%jBh<Acn0@~=_)dR-pxDN_IfKz
zv{;7<B^AQR_H6m<SR%4pVTJZ-GTe)9;5hluN4a!7wNZsi+yb|(Fk=#s2d*wgRW=*N
z`%T{Q&I7t%u7v}th^G4#2@(`&wr`61C%Fho>roQV*9o2WQ#q}2ZqKd2E&}Dglw7Tf
zKv2~0A-DaT1YSF7TW^p*0%nY!%fr%loO%-hP2{7Uz=2DG@7BvE0ZcHt#qukg_KuR8
zN33#dTLc({3H>oVr(e5dh9spDXx8$3-vqjJ)3x|shGlG|lEbYE9A(^{kPrGug#}4G
zIPNBqGM0h|G+r;I;J_!QHAg+g)og<t5F~Fb%+R%ZgfmDc7%xt}C!b~+g9%CS!}{vg
zVZS~6c(ca|zyBq-$;Wuovzih|f{;XW?-z3&rLvG$Df<E!QrWm)2OD~Qr7fv?as3@D
z2@bn7I?zTMYZ#$vYX#|vXq_t)T9>Wnt@+-HR4@Yd#}qPswCcuB0!FQggGs;G<Q!J2
z&)0M^pUCj*lUmrf+hA<K;nz|L&zd48mDokSskU+zA@OccKVGG;qQ2SZoi+ENYgE1Z
zve7Gr5^}`)I`*Y?S97cjgGuW56*IhC_&A(k+5Nwl6tET~-5B6cAAR4LwGCH}G7L_O
zHxQ2AXjT{n9;9AI7hIL2%#ZY4qGA^h;}%mZHnHxQ@Xi6rz4w0W*~Y)f1+(BcvkNSL
zB#Y3VidX~j>;`Q_bZzJ6cPc)>`Q(n-{ff20S7nia>Ibna0(j6(YltN`tS;?(28$Ph
z&1ySd-nW!%+38zpIjyk_ks(fReChl9D!f1y(7W)FTCOJwwU9S_r2t3eG#h%{aA}FU
zBNN^z5|5F7sw(yQaG8XMsv35>Hh(Oxzya5|nD+c)O+3#<Z+1BewgmNp*P~SBv}anX
zrE_d{C90)AB9d<17P|;JsWzvnqqAzp$2D}YiqsCGW#R5>@_<ED!}m(!6n*u&{Q65+
zH9Yp-vKH!rlEA4>H$ljF4>?eo+#foAc5BHtnG&e`@LK}^Ghgl=N*aA(=PI;-{7yS6
z#bLja^Wxq7_&|5noNuCkE*?-w>&G1&p7)`kEH(~^$!rN|)k~oJe$7RhZ&5QE8di++
zV>Q=W=yaacl3r7c{Ju!OgsF(E)-MGip?qIGDZfM|FK6+d3AK3KuoYn$UR4&(**!^u
z3A3-cSBWorKPM(Dg<TWo*69zmmYY}G^YJNTQWdX(^Z(e_+58I79r{vYR9v9&Dw3U@
zTf%`}KtX;&r}H`Hw(-yhzsy=~Ygk52RnnrPHAR0J+oS>?=;#P3s<(>mz6wQ@vo-{X
z+D?}`Aj@7$B1&ZOCUjn-6B*H~rIsO;>!jmQu1ZzVnFu7LQuU+fyLN315fP^u;$8j?
zrGuLvj{3csd9XkrPp4!{OYkX`jPWpb1X{#7Bhxysmr3*)5ApjNs&tdgeoKuUi5ShS
zYOu9Ej&Tl-9PYg}#p^Bj&OJMQ{j6ozPC%qK^RGk4kBt{XNogJB(cWHpUlzIkJMoEQ
zUFNTd;(d`Om?>aW9-@TOe#MfbE0cLbs)tuJnZYpyl1;wO=$iIy(uUh7qv#<yNouE0
zGB4+MiI$!l(nN^8n~3Mq7YiwuydR6#q|%FCcirP~SF+=4M;@k-)<kX^Kc3F*d8TJ<
zgDjl!<_D~L5bQ?`ey`S!&MHJoOzm$309Tnv!D4Iqcw~tHyL<Xy9g}UJvCEdAv>#hS
z1QXEDX6sXVa`hx8=|&bhg-Ibc?g6d#B7`-4;g|2h*Mp^^kHq(>0G=?&Xy%Kz0@S&;
zv(xs-F~3W(*VmYZ(p}21QBPJiPQ2><h^`ar1vXlzUM15dOUrPO#mmJu$PI4ztm6n<
zcJ43RfwF{wCV)(g1OE(J_jj+=H7!0l_2RGYYgS~c4m7ypi~9Mg@)B5mT&?(+umi8>
zOdhITh=RWbG2TX}plfVS&*%mxD`e@|Y0NN+yiPdTx9{HowBtQIvMKm>W%^%z-R+u5
zrhsSEv5w7ze1&S%5p~}1!%WO}*?5M3Gw&SD3(DN%su{zotA_5}paLimf(ltR7nGW0
zJ#J~FUY`+aAeS3U_aPI7eBwFPhcXz8y@vwimTl=Q_BLy7EhfPY<M4w{UH+N?L_oX0
znh4#c<gU;Z$YR?yuKXD@w}Q@-)Yg>Hb~LE9NMq2xYM&8&GW#-5@t*IHO{P@bg-V1Y
zI#n*891XP1_?ni#6d-9xtr%A6d<0Awb_z^`+P`U%-p3Y^7`x7*qC*dx(PSW<rxAi?
zZ$G~g$9#m)CF`Mw4F2~I;;Wfl!PEAPG*LDjo&#r%7`V8NSmK2?T3=*4m%Dw*`Nh9h
zH(<q-g*2_=BM$l>-h5MMR^E;`ilOxls8IinD7bB8HSDMLnSTZEK<9QE#kS0~Ss_tW
zrOit)z2ASlVjet5>!5SI*`ZC=%*bQ{Imr&5m2pd&^5c;?OC;W}l}^+w6(E0o57~GD
zbKzyEKN<6Uzof758N_4NoUX+}oK-(m+o;HY{;I_wY_erRPI&l`N#gO1SPh?($kjV=
z_B3UUZF#Q^++kgJFT^9yX0dB1vVDxu8qqOZePCO_Ne5f_(F6?c!tVvKADRf*g{*Us
z=(|0t!a)h#MFZ8>jY5!c<C^Z!Oc;I7ZYCwN8yokp(6d~PI@2Ex|IVA*Tk0|%w1^V#
zp}D;`6mW}OXqY{cQfiF)Fa>Z&p<L~)`f40rT{H6ka5;`{-2DS=kGPBuVt>eLl1=w6
z+T-Er=GG+`uVz}542NRGsWU*qj1-9z6H10^NhEswfr`^asRQ|FH!Vg8EJ5Jd!&~GJ
z3SuJlnpZdF>rN7FGi8@aKOq?Fcf*N;@zvoPq{#k`67)uOAviLu86vx(;9Ss<mTl|k
z7_^TtT#GRb%t^a8jN7Upe2p$AhCekLE{yonCQmeJw&21M(&}gXF3@ui{LY{Y=<b{U
ziA`!^Y<H01^G)>qi7fgWTO*&4%I_Cv=r7}m<N}|#UqTR*N&o(Nq-VILRrD*JQOD)&
z>kpvV8~ZQD3)>m5kzXZt(l-5;2E(uEf?lwLzZswYoGhV<#N7ZdWmi!Iq8~WFo0~W_
zEX%lT0!Q_T$ssGXG+`;E$qPE#&LxPV7=;y_R27pxC_^(0Hw&kb{gV~^1P*H)`3Jq$
zOx(V5Ej%wJBTn%%?9RXkW<~r;)k(=KG$>&@QMUhr@SKM~UV}_eD7MkU;Rv<w*1~F9
z7@HPz#l`%L>L*mD|E~QcP3kltD<q3^yLKs-kS&EQP~{J))081G<S9IjO*bDB!eO&-
z<blcv>X!`1Ak`q`17C#m`D0jfP_hWktM&-9ZLpB7!-;*@(PiypP|JRxA1<MPVAA7I
zH2hj?#2GR9o1Z&QAC@H1eo}>M534~Yl%c6*T{75ZS{B_hYc{ShB4hcWkfbBNw{zF`
z^UT)t4}@KJZS3{i-?NHb=ogH3Wnpk#@TMI$uS-o&kx=i+kK!1O>wQl@B}C^DH=}o5
zXY!u+-I#Yg@NT&@4Jg`Lf`u-pn`T;@Q%>RLwjU2Y3!gA^r35}`O-R7eR<S&K;m}<v
z#h@7xCp`VSG1RUR`rs5M1?H<0;N1nOfXNm$coN4ogh}x2h7+3lml0|K$Sj_egOlgp
zVg6_7?JYtDvgc|XLsP|1cy;<mw%)@_u@hkLeFWiCA0f`J_zCAU6tIeI{>>nb5yxon
zgMA~}c11Yi59}R%XY1uR(-O-os_+9?sTbqQ=TiFOHdX5xZ{J?QR%Dll(CU!p=qHHe
z8DtiMxgiU5#|5Bi&bQDU;UHGFQ#k%Y$q$CX@-SqdS__uX+CPyt984b^+6OG7>EgLM
z!-9J7JFq4@<ti;Z(X|dAyU`i%H)n1&+aK%o(Y6vpIul9AG6Fai%j!WJK4-0g_#<M-
z7Tc_=uddqmkRO!wb!Xi;G<4&_xQG##$#0E@ytT~pM{6I@Zi;Ih^mFRL{gM#;4)VW$
zCVsNPXdnOGYZf^~_Qlm}@qq+h({O}mSMaKDY8`6DoO+W70FyRLXk9RtcECjv3ih{+
zdJrtN+wVt)P&LK;5xcz^m62RR2ftUFLzie~V+=_(<&U1hGEe7N+m@S4;H5vLZ#X_D
z!Ml58h;ElY9-N=c2P#|xn+~EdPdQ%_w@qB~2U~0I`k_g`a$LB}Xe(R*pl~t@thhA!
z4xn#_CYz6y&=xA(qE34Zkx92!RG?ORTCf}^efQng$uTV@&?ggX-tZ?>2h7StzRF~X
zr9CLV{~APm0`C=l>qhoA<5*BQc;%cUay6Ro{|aRw@`KU@iy~86i(ru{9?7Ur(3xdI
z%}{PAU;L$5clyh(&Uaq=RdpipAvF*s>EVGUW|%pGJeO+pr!P&7Tt<b@jP!6Wyl_@`
zgR1s>k?_9yIr;CD8nbwY+~s}QEurw*L=Fny8Ql$Do{$aRmDVL8PE3<0n7ot^EZ&jz
z^JkJ{&Vk?R^hYVxuih1CuE5KmL%?b3hPSZW3o!O^jsf9YM42j#r_y(Ebj!qb1<wG3
z6f;@;=FV!-B4Oh@rJxXf1lEhFUSS<cm=RX*u(L(Ro%TlkSPjn~@Ux>=<4aBT$Hvn3
zD5Gg()5g_*mLrP7>D)$~{CUJqgAS+qe-zZCAJpCA;jWgiVfPXJHG*P7el8s_Mi!Cz
zxtj}qx|I=b6wa*&GNaGVe>W{;y1CjfOJ^Qy8J%%#P6>@>Vh$RwJpYpP-bO@Fy&}wn
z4sXUIjQ-Y~QG-vwR9J;QPV+_8n6@F+DD_2JI8CCQSIV#*4O<<iUMjVrz%>%@p}Mv!
z`~@EA&bu=V?V?blJJ8wq>+GGQ#|OmrPs9%_N;;gSvoYZbPg2`7M%@IwOf{LfqIJ=Q
zO4U^)&yw=rhvwitHHNAOS|kng!z}C*R_Mb7Zgf?5As8oJS!etRYk7|wiArj##)K7}
zlI)f0(WY8o4Y$;9ue>p1p^%UeOySUG2zxU3{~s6Uv?L4z<=VDw+qP}nwr$(CZFhfd
z+qP}nJX2G3F8+Cm?Ceysdii^l6aK=TV4MLC)<%w2(ePi%#PFp~(d+nDCOSC`ebgq)
zgPK}D-;Q~tCy$}xUv)Nzr20b|^$9Xq+6=Mzi1arNJVh}!MR+z^xZRTL7U42H8LVz>
z2cfz(7-Xxo^I}ja1DnUk$BhH71t+l?_+IBwBPQ0xZO;#p<G5YU9p63inOj<NFjl!p
z!@JrzW>`yptF@q?J-c*z!R8~l-ZW&pDF@!YERO=J0$*^Bm!aR-jXRK&(VtOVX~Bgd
zuS02WzyldQytSD+WfwX$evSnt8-ljMqG!0Rp^-#3GAp5#`<CycSOrKz+%j;RynA54
zqUrdnHe=+&2wl@K$X(&#+hZtbHTn>svNSMO3O)J$i8S{8amz>SJ|B&81N-ci*7gWQ
z53uQ}0}q+?3A7zx`dv&GNqH+=%bj~{?+yD;1q;Nwpe{(au{s2zJ&n0IQ%v*5gKtSq
zV*CE=OUBUh#26D^Jq!RYiRC%!k=2<&Pz#4iDJ=O#gX;=M#_hY#zPG1=tg`lNZL)@H
z4U$^nXWYo=&X?Mh6^8O}`i$Fc#=2GpwNGfcCk6A6U;EenWgxsQi7<G{o3UQ}&X~Z#
zJy<~xT|e!o60+=A?@%Twogs`$WR3V7UBs#;?CL`Doj3C5udKgVCwa2Tw~GLw=NUQD
z(uzW9`c<KPVg-IuuM?Z8owa=xgZ9MI*gt74R5v;j3DMy>e|~PR1(M#XWV9bYTk^Qz
zBm3AMlyCc}8%|-d3ikC^s6DU|LsrD;4Wv5JQ|dJ$PC1#a$y~CTkWs_l3nTDvj1Dkc
zCQ$K#tpl(mAq~jv4c1?}{_ap-qKO$P)Z^(Vbl7ytFnMFcNNa0apg%H&3#SdO#bNqt
zcdlrCs$}0%hKdEb#EGKwOIpR5rH>@#e$pV|^l8gn#au(C(Y&PnNcP2YjH66S7K3Sd
z8s&1ry@lCgL^3a1+x9UTA4e21r}cp?oq&&bZIDx`&DZp;eSF87Y_YkM8qcuepOL96
zFd?eVDP1`JZZ2eZ9u5MFAsb_`3&KglacjV0@t}gXeY7IB8#-oW4KL8c2a2`dUj)BW
zR{6l6M0R>vJbY{H9=!mw)q@q-$;vCRzeVi4^n2<6QMr0pWwvKPVON%*uJ#((6-s80
z@40^oEz<fqyda$!K$~YjyRP-0?v!!P`zb46)awmv<4fsU7{ERCY;YL^hcnAF-q`am
z){=P(EB-gPTt-k(clfPPXffid9{TQZ%9!Jr(y1Y~U4a}Y+in?s7IlaEi=k{^t4@dn
zP?R>u3CahL^O9OL5*U>fpa=!K5?bc}AvK|Vod}pJ8*9+aD+JFJ_r>OFF2U1GkDIc-
zvqk&u3lIdQzDn4)6}-;Hdp%5>Q0sb|93iBcmA$S=8Lcr4K)jGhv<NQnY1CoL*s6Py
z^7K8p1fm5yyR?OI@IsJhe@Dg8*&VvHWu|Ul6?e_t7~5qnKzYw%eoR_x@3yA4)x_Z-
zpC8r6to<l`XD4k3o+!&<KjEVBC6^H{@>~{IheGo{)gL4ds+*kjKZrNc6x>*mdutjS
zR7fC1U@WBO>Or?e4m~E*pYVZpHw2A2Ed?cDVME|uE6b%24R(2|P3=f3wnv=_WGwq9
z69y=X20=+^D*wcNic{|3w>$6n%}A-5Z0RE}_u9YGM9Yj-u{6-P41|R8*nMM9wc>v_
z*qxIMR=+T<WM4B9E>_Em_?}sHv_-&?^<-SJ>TcNoSh(Y0=eaBON*vdR(yQ3d=)#Vy
zqhDc3w|Cw0daRm4nPZyfqj)nTj4rq68#C;o%_z%d(KnopNZeV*(z=X1HI7mbEE^Ga
z7ey}=Kz*C$lJOo`-goKa0(T+==zCjqoJ!tT(<3mqh*(X{E%3`zi5gH9A{r7qD6&0o
zR9$?KjmFMCEg`z)lkZz0I-0C1iWGemp8b4NbVdqOOV~Il$w^(!DYVni(ZHKzF74o6
z6vlS&IVQ5p1Rae;%lQCamdCJ8X?BFn0qnlbRKNbkDh`v9GxWe#saVN2+XSOafD*2L
z21}IDj*8ZZ+|T*j?z%@HgsWG;u-dR_k^Lr}vBnYd>n7q=kiEWG2Ue7>==b*JtwmEp
z3PmRGob`2NYwmP%=CwMf4=r3Lgrmc2wldepB}pNq>MtB}kj!3bpV;^f?m&k-eCp$8
zC{r5IJ)uKP06#>8AyTDVaCZqsK%Rj%>NOWsHL4GcxUU>TeGqce>l#bfZcN5(v1<8H
zV0YtOwltfJZGfnMQ#Lg>#fDAGlAEzu`%ZPoNXjJPI}t#raRMXqq}RiNB0JuX;Ffx~
zHP1p)&^eCkkc=`D9hCD5y1<Q@TN}V>T?S%pxy34r8MJ!zI1a;OV|VhXM7OAYqBEs^
zmi-=l`)=3jRHx2?`h~=3sUxXS9^Bgr*bV86c&|cSb0swB-VF9qsbS?x&lyU=U02;v
zw#*0J{V$yEOG7N=Q`ggdw6ph1)&mv3lDjy~d5$uk_c274mUHFR48AyRU9P2mRqAa%
zPLSVO%XhJ{lsRtd0Pv8R6>IzetqL@`a)3#C8-oW`$(dOvEWAO9Ku}F?JVooDLqu&2
z`i2lgzsn;kPnEZr@(@N<SqlT(*e9t@V)Vk8g4D1Xa`K<9r9knQ67k-Ji$C$8<8q7F
zu~2l$q<I@3DtgugAx4Vy&`NxN3=ZC~s6ocYwR=kVv?V$a&&6!b@_{<xF{FEiz2r|*
zV18T?a^Q*U%H+ysOFK{tLTRV9w2SGb#{#U;*|?BBNYaG}N_B6F;dWK1Swp0s4mK&!
zYH$x2KZK=xfl6n>E>z^jpAwGS8p{wPE$H<0Um?I*FeG@+E(_%cetg461aU3F^8YR)
z;O6_BM`-hNhLMed8k`-oHvL;CJ_9qx)#<OTfa8$Cxf%X6Ur>^N%0g|Y=5Gfi{v<*;
z*CJI97}Iq}8#I-71Z(P$gfe(qi1as}x&~SG#?7cKCEv6^jm$-_%TUfvvH+UWH3dhF
z<oyrG$$;5^!hnA&Kr7^n36@1L9h-7K67cfQo_$${@tI~78($o*S-J|8(4m^?Q@_RJ
zqGCTF&U;V?nzJQ3L|m#HDjDt~b&hv9Tcvu)2`OqE45MOfma=uY;CS7dnKQhJl2y8%
z2h=$eEmUjHbe(#VPN!F|A)W;?Qj{BZz`YL$n-r1)OGm6=!lo!d9ODp43P#T<^|P4U
z-CAr6dphRbAJ$&ytR7jR0&EP-Y4+vAN57EE@CkJ!eQ^FIyh6)!X+%y6rAto60`7kn
zaWc>{mzFs-H}#VC8O@QI%!^R!X>cwsh*4UV)&0h;PyZ}(Gtw8f1Wa)c1^iUzH_oYf
zl-~{i;sdv!VJhj5R>M##q5>|tfwgzo!GUNnT%$mdWuY<Tb3?y7@j~`d;On5lZ0maU
zw6QYSm>0zgp8E@Y%l&Go*EllIB{;vOz7LEFCoo!816~uqGpzFAe;CPr97cBSTqzgB
zhP4vcyrZu8&eDi!vk&YS1ZRVsK&Zgv+wh;OO(;{iJ;~nSUQE3sExnK&WkzpEvA&Ua
z2EK(?`il$c5$kt59%F#~MiNBWW1MZ8x}>Aeu!2SP_|ph7DT=)&8pr{#c*zDkd@rgr
zMGZ${*5AG|xpGmmEr0f|3gBOPZd(?<Xi+kRp^r4u9z)F~5Fhr7RautPVAhuq!9}vV
z1RerSX}`R<+nH7aTVy3>>kO@SHf(}OgM`~@8_lqmPI5-jSi=#acLvB`vt&^=Z=r##
zwOVjntN%5e#Q39=-E$Bv^g#Q!u3KpkcYiwvVf4|H-0SZ4ty+LM=83kz%lZgdn!6n7
zS>?%BFl-a3bGN-7QEpu50%K9Jw}GNb5B<G(&UadkUA?CJelpCVYtIV^>vEe#SE$3R
zL$~HQiC2B9g7^0I;-y*;$g-?@()(q3t+6^Q-OZ_0HGt0$4~!H$HS&HfeHaqoE6Jt@
zmH|pGc6@NBF|;r5<k}e8AZSe0I0_W7+fJlv(gOJW(_1T}W}(?kuW^7vB)@Pj;5VVy
zJ-RFv9!8<Bd51@m9NJJ`;x@{;8ZDR>S%*N5o8M!hyA<J+Pm0yQPHNMYhc)RIH!B}J
zn0A#{89)X*N=ysCF_bC^K5^1iB74?^s?gAg!uOocEt1x){_L_ZiTlKQl$T|0CM7R+
z1%Sgx=a{P(^wgq-^-b7fQl1l#93B%^+uYs8j&FMZ1QVqS49l3oCnrsGfUcuwWjSnK
zTts3{J<Axd3HlkpV4h(2#t>gIrO|A|9J2xDNjd9a>3<RteUHzhvtL{<d5E&RtJl#J
zl3?k?v3*v(VS2b%@QFzv0L~jTN0)Fwd{Pp!<4G0k)wd>-r{@7*OT${Xf)Aca*f+q9
zbf7#H_k3CYLY%`K_eBV*{Me_h`BXpPX_)?(R$>A%Fn5Lik3tFRl`R~sBNRi-Tv`$@
zU$g`3kN%P29%mjIwS;Pc2)}|EY7w%Up0SXz*lJP?Vl=La&flTfvDHo&<ri+s5%?*t
zCo;7qtXr;B1lZVn4>0Il0_!y>jB%AykVE6VrXwj_Dn%6gZS3%x6F!gVLLmka`cj$J
zD>oZDGCxCXgpbt{rvqel7fKLm3hb5Wd^v%Go$jL|bCae!nd}*yL=SANs}^x?rvWp4
zM)$cMNnD^Vl-mP7*3gje3}#V{n?<SLgj`nG^TW0R?FBvO>kI`BXry99ryHPE=a3h<
z(k*<}%DREUyX9FnM5*>l_?GFp5&5~~;EzMaATbq-!U<rjH~gYpMoT<moy`N;NfgBN
zO^!(M#Jm1H_U^Q5xXIpltf3UP6d=TtfBPG`g`a@IzYP6KKqV!u$`@q&Gqo=^Q9qS@
z+dIzQumZb<Lg1gei9}jHrZZ8Mvxj7~9Cfy-huhw(`O!<Ws$Ne{-b?I2C=jGfb{l1Z
zDu|#p9z7duNKDjAv@>LnR67L5>%bHRP-39#bdQv8oyt>J^mqcXMG*U7yZepaad?cv
zy_LzEb`&%7EcZ!WUqz7bjcIUL+QZa?PRBA{XNyo(?|4@T1OGUPwtmR<n@k|;Ur{vi
zr~5NuEAdJb43T1qTlfIZ)d_qjoxKovmpB#KepW<Abdo^lx%}WU1a(yB^@BRgJ9Pu!
zjn9_Q%eLBtG)8HxIdZ$))CJGaB$*0k44ALn*dhd>amrIp%kY{o@1;}`WeBW{(LkO7
zt+FLRia$Cl0HD$g`XAy<%G_J#f(luw5??v6fry3|o1E@N<MZs?L>F+E$=zt8>$6ip
z70&h`zKoc^e>+RqXWN-V=Cfy~g`7=!sNGvM9dH3zHuM+W@fShD{pi|X2&)AQ#jq$;
z=h$?I64S@H^rBG1Y@FUwj=wX?H`>>fRACtU{9mJ-Gb#*Zcuv{rx|IXW@Xnk?nwf%>
z&6THJCLx%URt~-S#neCy`SoK%KCu4izgPrr$cU#y;y_MM8(39|3(r+A?2WHswKY+v
zgt}G-z3&+8#PZ|yr`RB(`un@N-+IoEiR+|?oz~Z_%8r!;$qwBD`QM@lSw?*|J;-o=
z%2SfZ>U)*;A?<eGqV{79;^(cU?>qNpr6h!kd|AR^iT8T#MBllbgK6TTFGL@iuQ=L4
z%vZpIZDFrv<#o(zfI<d3>|;QtF0R#6fD%6+pj}3&nK*MMJ-JAfJn6<KR)~TZS^U)e
z*{<;do6t+OxDo$mUF)pWZdz3KG5D&c*+^g%WRoLZ25H0=KyNvpwwjsEsHc5k!d11U
z5P@Bxgm0BDOhe+^xXH3_9)93WjHQQ_RzAqI{r%*}xT3t2oHX_iQ^FiG`oOW2;%3Fu
z{&#QLoL?4!Q>tK@L1nMO#%%H~3kEo7#8lA{2zuj=$<_M@rb434(a((b66RfQWmz=0
z&vzu;`+<q1^7MH#4NUJ6IK=RMc$;w@LNGS;FIjDmH??#I$!X`!EL3Ususl>sQZORx
z_t=emW?~N$jUO7YDBmhMLzL3|M1>8X*3G5%9H@a&XW8>`sd7AtfQ)aNS)tHLs)G>b
z96ca{ulVI6oxCWRqlIuLMA)WVCmS<F1kGtyunjY93cr(<MEN0$3LqPy?^fOJlCIr!
z@>I_~b9p+4Adq1D0h4Tk><g{wrLG;K<%_C8sq9oqILQH<s4Lp>8+1sY%`8S@V+qSl
zQp=0F#l%5Ec`@5IHw<$Dp{?@x!9LI8(}j(rgEH&*%p{BZ%hUCW9%i(XB#h0?a$)_!
z^^83=^Gu*;5gp|pXfQfHBL$bFcw??K1pWc16+SS+y5Zp06zWGkepd9H*Xvz`l$3&d
z;rp;wIHFL{+qgE8M0aI~*qQg>jz291Sv{PwEE==8{zpe-U$J=JMdjes{=>t|j#&<F
zA0-A1SarB!L48>$RS6Ns$3v12j#FE>X+o^+tw6lx5%Bkn-Vqt=;(W3#>g;(ATlram
zpcw|M&aqi_zk3!78%JO3?*$uMn~qkh5q#*D?jw;mGhI~*?%T7|2FhALb^bqBcGC#D
zAY5s`$*Vx8UWic@G9W^vi6l!GzosptBbX4<$n`8leI}-hN*R>$*j!tPm5tDyIzS~S
zZN-@?BgZY^?7b&jIM8N!G~2z+kwY6o;;rUnlmo*g+EK1ruh!;pxYES|(hfO|?8wi5
z6B=g&?1Z-qxNEiF^bsQRIQ=2Bp3lIHpWT{PWUd3RyWI(F0QsVmF2~$@I)hvc4{C+W
z^Y6l^Xgk*u;XHVl0M{vkQZ=i$w^H)Y$^syjr~_bQ?MQjXiIHr2GQEJ>Pe_+1TeH{?
z1ryu3UR*z4<!fm?N7Am{3vJ_&-Osq$8q8L!w8e?opYieqF#*IMzO`?xqitP6H=eWT
z^grX0xGwBJhyg~1pBjw2+X`vZBka`2Q4+^8jje7!M5D&OK!n>D`fx(9vo#;uY;n<h
zIga_9X6Jz%Q=CVa1c~FBQnf7TeiBoX@lsxmf755QG;2A#z47ryJmAM#9{${cHs(vm
z$aWx!bq(qR<hDy*b#x?{*sMJmD<lhcy%(*V5e>)AM8)y`vHtz-QIgm~_tbO%X;s0z
z$E8sD|I#5GqcX0i)C|S-u#lduli-#oRbom1C2)kYvi|tfSiq|rwby(PGx8L~m_mVB
zQB(O}bXRfH_#|E63qxRM(o?7G1Ia*~N76$Za)3n+h#iQ?W`(HxC7il$6e?pN4VdBi
z_$6?{IMe&UVo`>@zCUWWjAKsAoTYlS_QWd^an$UP2vLNW%QZ8ZO7+I@mdo9^umBnL
z6WM^6^m2W!%Qe1UZAj`No!?&-jYL<Sb4O@+Qv(i}N@HrBf`@Oh!4zi^Y;lLXn@Myq
zjC?{JH6emmw6uD)K)9w1u0^HA<4zBU{&$LC)|CGtb-asZpb|xb1Fh}ipRMNfe7d}F
z_TuX+{C+fim=I$WPjtz!umgA6f`#U~*z8mgQ`0xRAk%lgR6&(KMgM&sq^_u=sl5PW
z2y-299jh7scilZI(j31-qAxaE{5Xpfk-kX|a0`ah{A^I0!_2#<bxG{q9mWPp?<oYu
zy-9^YC=X@RoIz>6`Y-lc4|~AKaFzN+Dq*v&3Rx|Yj;-b`rtuLTvWKr3b-VMyNTr5O
zT{b-<Mb(p#DDEr(YHZn3jmCX6Pm8q7-q9g_CN!<~gJr7``RZ%&9wZXRrMjyc^g!Nf
zolZ_pep2bU5rXNLtJkcqx0pMYfssJCZJ*-!x+jdoXp!PjNg5rywK-=zq}#1qlTgXk
zwsrL%Q6rzzHcZ|5hf0sn4VQt$Ew_QgM*w<d=fh&#MfuzQILQqCXbVBvn2p|RpFTt>
zI}bz4IkR@D%L;zzN5ox+lEQslydrU&>R<RHM|O=!*VOpz8pV&<o?YK_KLp%EiJurs
zuTLruhbbl_>KRdoJ`-(A-)@?YXRF%W=p5)oOv?sLHe49j4c<9|Gb%Quhz(~9fM!1s
zus;Tcyn}b7ZOR5KGReN`@36Wduw4wy+2<6GISh_#O~l4}j;~~8;KB;UaE9m0ai&S`
z+6+e_e^~zrNy$_^<u%s^f8|hp{(#v*V_^)W0PuoK35`N8<6i?HeY6O$2by=X+>m0$
zqbX3{+&h%10(dAKWK1_7=+t(fzAmbnFG$IWx-yCqg(eC6Iy~Tv9Gib>n%imj3{mC@
zT-P!neCra=ifbk%>D7+W8a?7qU}~SXojR^VJh)67C<$cCJuty{RArvKzg{J$Fw-n;
z>HK~sou&oa^xe@G%9ppw^?Zr>y`IE1<_cIbO)39;u#Y>QBz%UZ9%aKJXH5bf0Tj~-
zdVSw^3x!cz*A~^NkH2L#GKvaFUql<}Fepc^*qG}HO;$2r>w`p>53eDZ&2(~Uh(uak
zk21=FTB;XKGg=2h-8ruhor_M+rk3i&+Wt&<c8+-||5`p78U{$j_<W}LE-z_hm-?Kk
zxHT)T026sEvby}>3@h;2RT*H8uVZGWoN#sBVE3eW_0j=c^R5a$@5{(N{A{hSvPO;y
z`M1{N-HQ=0B%~eH{-p+5NM;3<__9vy&g3Qfmd3v<4#&ysQQP-zm20mPRnp@vpat0k
zeF>@dhDj2X!GBdJd$lFVT8A)8QGW$Z;CNxS!mHTqDoUrnx*8E#f*{?L)nDB{?YUmy
zqaYIuk8<^Flp%%z>?yVC<)|=#s`+-UO>@NZ7K*NX6(=B_UIe*5RgRJPiM~Ngmvq3A
zU!r%`pK!s`ja(?9bhI2auBGn19Trkga6VHI%EH?*g;D+ToXT<$T}n+XyGe?Sh!pk)
z+e|_FHVSoN+Tm?2_(qYIFq%QS2OQ_cm^@vmjHTL{AIU1~vE;!>mfPYD7ns1Lze&UI
zFblvj^7=NdZn-dkuMp2aSSQL+^pWbaxt>Vn8j1d3w{CL}V0;R_>10FKuK)P(whu4X
z1(TF?F$?17)CE<upy_(4G0EY|JiLVDETdSke5xx~ULZpT@!(M!3TJ@LV2|hPMVb-i
zGBDr8Rvhf-$>Katwb9`v`y<E;>0x#T0u5O30F4iaB2*~t2E5`ZL>qX2FU(8Lw|%70
z7Lv8`9cZ+HvTU5PQq|*+!n)>3W%BX@Ap|DUat*Dh&PQ`;wBVK2*aH@2IhuVJiVNtR
z1r^&KMrux83!EM-8eCCgW%w5RrzA#b1Dd#2PRTcT^WBMILrVqhyTD|aRYKm4$rN{l
zO$gRVP=B(!N*U*kYm%eoW)xNVN%I3vj@|OrLymKT|GjartCG<3v_zr4J@_%IwmWMO
zh|+Iv7ZD0{6d{Z6eueDlC3<6xq^8REqs+Wsx1oPZy4IK`D$g6(1aFV=`uS*`QwQ#&
zux5yub27$7{*EznV@}GOS+u+pV`F2~7p%8+GU$7vGj;$6>8PBIcN)qYwLks*-vzKl
zB<&dFsESOvFu5oN(bS1F)N&9K$xy(e7cPnoHBWw<uL7mqE*xo!Il<hSw<s-Q_cKp~
z`s@n6s1j$au|0v{>n%w3koVO@#Uk6s&X^2&shl;&!L*&sbLV6GRQlW*S9*_qcJhY6
zpqDijoS;u80CF_LUq(1tF|H5dEjU3Pu~Tk`3z&4IC@vj$CO(JU2I<l?u2nE;LwGdh
z8~7<MUWk#~#beDUX!TZn3v9kpau)=5Su^efVCauZWtf2qKZ`><VH9WfxM(Y~`ty5R
z{A~7zmyw*k|EI`<1x`7bR`V1WQ!tcC@=d#TU^C{~AP|yVTGxk=P&Bkok=9^l$_7oA
z@&n6fqwJ(kW4mVEv9qHnSRLvN$bsNJe4tEqsBD%ARLcC*<*b5G$1903bUl}Tg(<e%
zX<O<!>TOLNxB~Y)ntBsSJjdQglgf9*fc|pah?t0ot(UFw8vdE-izaab6M&kXC?s(~
z7@$1YV6rJcnYEFQYlND`YgY>>*R*I>0uvq<PNpoYqjnj?Oz9o#UA&5^;s+Nnr5-4J
zRVuns|NoCinWRT-s-E-#<z~E~V_Y-z<r}6r`&!K0@^yAkEX9MK{oc?+^y%p-5=}IG
zJ8d^@ZRM^Bf}|H(AETGcbEa~ZQqc^`kc;)|Xc<3l(q)<<!>koLDLl*$*)!$6d3y?B
zL{pcZ+v{gj%ngSI^(_5FAKXvb{NUV%V3;$SlQ@th?EJhLBvXmK1+BJME6X&xQBCYt
zivCDT$wr-M72_)c2O@^+6uT)ge--3XRKtg%Vg(lrc*&F-lwoop3dE{L72rhYuiBT7
zCD%yaL<>7+n};434UZt*V3-;3)13+-j2HIUnG02|f=`qAdC6oY@@o`^K_*e^=)uL2
z*(D=SrqmDRBtN9vFmh&j#qVR`II#s<(FDAzVMg-v4i#$Qj{$NntfU#YxJ8uQ&&%y|
zb%fD;vWWWh0u@6l^WOtiodCw6yu@Ij1%Octz8xW?FWEf?81+qS%#ELjv!h~<@H0CN
zM0R+l8MV>wp@!8$%|xEeB{zVylri=Z2VTmK!}RH_QMom>!+pJ`=dsqh#kNYt+@4|e
zV^!g!rlpTIbT}{}8Oz2xCrHpPoH%(04H`V)J<M|elVkzW65l$21m{+N4O}d7N=t&d
zm+Yh3SN2@6^_k{`i0}69x~;78Kd)Mbw~_xTA9IBJd36OYH~-7cjof%<FNsupCb#Dg
zrB+Cshjwk<fJ4W|kXyE&eTP27I5j+_uv8vrVeRtvP+1L?lTlSfa9AM9&3va-Gr{HP
zqIRajrXT+IA++xAARS)=PpLo#30;@bB7j|A3Jma%OS&1Lqp;X-9Wa|xE}g?7?E3h_
zTc7=(EAbR*RFF|vaL}e}N*eY*E>QFXmm=Ovzs^Zs-<E#@F_xBX&SlJ@bZ!=TsGU$l
z!YId&2gQ#?C~d_GIq|o+ee)!34NYM_qtYWm`$;J!k|S5~#1pbxpdE7=crrNqya$JN
zdw9uMmduY2ZjF^(-Ks6JuDiENKgxT`*$0x~4K+l?@It;|NGT<0RF&(6xz({IQ1<{%
z!=}n{`_^EPEJ7{~Waong4~6C;@@$L|qV~8cvC+-p<D_RBHNLQca_7pOHXRl_7PK|D
z1;?9{e6vy~e;QIj_Jab2o6^!$;{6uIZ?IK57#|UE#KQqaGtdY=tytv$<GJ67P-pVB
zv%O6LYI|0XQG8|$Ygx?LL56tG0^w0laJUy={<^$XhFzP|nt}Hp|2zz?ndE1tXcqWB
zs!7XHB7F*9lX`{SM-ErBEnLZ3WEbMo&g+h{J8V{}289-lfV6+mTzK^a-@(=~Y^2t-
z(gx&H{Z(#&et>!`u525NasUtjo+J1t5%+-uCQZOT$C*ue+_K&IEF8s^;mNYblsP$p
znG-N~DXBR`f!Bdx7L6AkU#qh$m#(UVZv>g+fqo_^S+89w`RgP^(nCAVU?tJ%Afr4z
z#ld^$$fHH*&Ckwcf+__bR;&c*`6zSe%b(&R8^|5H9#M)@V&^*)S{qmA#!ZqBW`4*M
z#D;x^@s5&=QbjhF>)T*pX=p}@d7pgKLp*<Be_`t#=;_;dEU!#`-l2(?I?%`Z`zo<_
z5IuE<-L<g%Mx}I+mGMyVkO304ABqqGPbfY$F0HTj^yXr<%K4gBnclb$-v6kp!^?#}
zXm=nq!=*6}U>@V;i?M%Afwv*$-F|du-GJ{`LGp&eboqihA|JzF<4PY*@aq`G7Z%Xt
z-9i)4qLizi+gH`)g3!wsyN)qLlD}<M9jrr&bVn}$d{|u)`#NE&6%<g&BsGPgfMB!E
zI)&s7(ICyLxb`0sK0uEc=8<G|(Gu4OYEREGre~w7aN}=Rm0o`2>W|=K0~vE#>W`3n
z*IP|Ap<7GliQ&hfZ-eFbC!GZ!%uMI6Wq0v|ZIM>#dq=hEm#Arxf9;YS-Erp2u-eHm
zG_T112wb9PCA5OeL|2DjU2=!?H3e?dhsgpq#S&Io214WdyXp*yMt!w0WcqsKT|5QF
zr#!Rc-Rd?Fgj!0Kq7{`G=yY{bL054+mB!>l{10-rX2OZkhWL^@xjJKq1n&R+BwMV}
zPLS*6zkl30rQHz?h|2VavQk{_5%VAbgA+!hYGBAbvVAyVLzAWyfFu25`gBTcjBnc3
zOjv_`I8)okGIY>8U4~trJiIh_0g1B-xnmUUeW2>e^*J*9v=ZobNa=7Q*_{l7!2IW*
z`asycwZ0#W(n9XDn-s7z_<|mm{vp*FId|iTj{qOeB1bbqDM0{&P)mdEJ`*AMUg*mm
z-yO%LxMWk^j4@D?i^KJpDyvn0$Eu=}zlMZN*vI4DE`pTyK7gKz+lr#7(*Lw~ZQ?d#
zgkRkqxkA0M>8K_IlS$47Bc*<w5fAoCt7*NLfE}>aLOLYoOL(`kWV&Q2#i)og5n{Qw
ze8WZ#wk`Jd*&|)F0LR51PVT0UO_B+npk~-mX<?q%sUa<W_9&^ehLJ1v5nF`!SXq<z
ziRQ`x7z(|F6)hF~-c*2UXIux4&1ZfOK=~pyN?j`rhS1Yz6f`A{+-K0VU(#2y5cy?K
zJ+J>lI1GT{_odD*(9$6+*$6(i)_vB3&08?~x}E#8`hOTar2+Jew)ogTDX^!lzx>C7
zh3-@xr<}f@LaneB5ftdJahDjU`({dg2YDwyh=l)$ehz7A#TW$63=G6aC0)Z+$&s>a
zP^49_x*T?}Y9L%Q-6^rfu-g9GAnZtK5pcM1lmaoSqS<*xWCf}w02_4{fEsB|!Awo4
zebTDW!LN0_Fg$REZt}IddEo_E)1JBPX^TMKG`IdWww<A!5=OBLhms43$B@6=O-U9}
zA+O##dj*0UPiK;H6#-9P2fD%2qWb@Uw%c7^U9SB1{V28og%XEnbCTzv+29yodLS>9
zIea_WekqvNzhy72PFj}dytYnpkTN7+MP&T6N6@u0dLl0b43b)ZAj0O#o>BV2c-EyX
zYm%>UP>NX}*Zt%;qluD@5u=S02u*6@VALN;DSq0K{+cVA&U&RZBXz)B-_Nu^yV7pK
znL?`4D+l6rrg{g^Twe)1D(Dz%)P$Ik#`b3oo}j2v#2SlH#pGIVx<=y&C1>aM(+>(P
znr6Rzd9k7!TtnC^bYebfMV$(9RZLN^ngw>K6WB?%31gX3=v5gZc$Pbe24UtYlys6K
zGG|k=R||M8{nxa&)a6d=Gk^K%TZ63pHZWviS}PaJ+x}dCq;oPGvEVDi{I07$c~GN&
zyp4Mp4_%gSk38+Out5*g#Yxd?odMFfLjUED-Bb0LOD=o5pLtvPxgkk5Jp}2yU$o6R
z-zboqs*3c@2)H(LBj_Je)zZu)njXfzWe<dQZJE5v#5GHqDtE6H-{Z7m8kvb02CXp{
zcFu9j?Fz*QS%hip+ZEC*xa!@TKq1g@n$`h1!Oq0j=9>=J{STR`Enpm}W&GmwX^BeH
z5aYiU^5VC7ybd5Gw>9x{v2fIxQFyzjrzZUio$DJ=y=yl9^`Q`vEXQ|TY?NmjthPws
zt#WXq7XPSvT9Z%_N`zqG5SwW{0da<S|CABTuSjy%KK7c2@XUSSHIQ%n7*E(gINDQ%
zUF$CnKp#2{#iFrMqfkID9V;L4?Cvx$rRXV|e$)5{bhzI~orRp`BWGh~Q1{Nogu@2*
zaVGt0d6^AZHgYz#Bqja0uc#V5Bc}o+y*R@yjFiIIKUT3*z*7!nXJc)Jzcgmga5?hy
z_2#{*?F|xVgbvYYYcH(Ppt5%Z-2jz|KA*8AQ4W&j<X^z4%S?GU@KTfS{Riy4QmPI3
zy||G=qPT=XKtvqe^Px0*%j|&WCAm+2b{h$+QYl~MGWQ%^m$3d}j>Iib=bXtOxmkaR
z5vvQSdj|VA9%uWC|0TYyn+8Hnq-Yt<A|6qzk573tVy$VZ(eTs?3ZUo!H`BGFsd_Vt
zk%u!6(6T_#p=uB)w8$K8YtHB9EdRIT>kI$5%t!ouf&9s+6hOZYt)2_6xW5zPE-KAq
z0iRGVVVf@HI6->(UcQAb0iQ(kiJtZ;BjzbQHYL!hv1b*{KhtW+%LPdCjMuHID8ktG
zuN^kF<Sq6Zd?j5w4qByhwngGZuGC+Yjw7wRtV!v&9W{w|6dC_0bw2X+O(GJAVsocI
zqf+>Nh+&%TuK6@?GIczoFcC3$On0r;rRQ3LEd!x8qPzZFi4Sr1T};RTj477|?m|a|
z!NZL+Yz=<b=~#xZ002SY>Zw3BooZo2?Th|@q@O1n=?IgBtR%?fqfq9O*i(Ze7;FE=
z&U69AB41fT-GpagMVDyL|2mp%BPd?j{cjK&cy?1Jglf(knlqIo?9-AruJ{DdM-&@4
z2@C{ztW?a{yok6>aY`VV0A&G(x1UkGAq4cm+%e9aL|vn1-@-w#_HBy@ZO$;O@D9Or
zT9hroX+1n+={a8)V_b;!XLBtxSGup#gknY}6e(jH2w*I9L;Y@|e}p;>_bK<_R(7E_
z*^|BDm|wUD1|L$%b@^g+*!3b^|L~iHX6In>**VkkrpQ7#F&Jm~$TLZH*qM~`-+|iC
z#j%GMvpdCF%9oZ2PovPZ@M*B5jNX~Nz{0tZ?n^p&6A-L{`9vp;XeTEK{r!T)z|wHO
z2}Q4WPq<QvEsgTW7&Wf7qtJW&A(U2op_%bjP|Lh$j)L)*zDq>482_d48}&kp>VL@|
zht@2dnL=%>3Ewl&=w0-sycq<uTVIoj_@vJ?28~I9SlT<s%rNa~uksGoJSIY_iy}!i
z@F^4`mnkKyw%S^-#na|TZ@XQ7Qk65kSQxSpotTCyVO9(}F=VVuHO%$<Z6%~S<#~U7
z))h8GR+98CAGw!X3QS7>dYhwp=XK$Bkt!WEMnW*D4?%3NnC^$QN#(^}hRPG9NzV^3
zkQnnKrB%9{UXaAWcnQq|0)bFn5v5B)_HvCKH8N+4X!NUr;PY&xim@CJMhI{K&bz<^
z2T$aNXPt_*KdE8lu-B#W;`Pb=Lbk?@)$SEsrw^P4U7MdEs$+s9BtWA{*X`+Wp6O>H
zkp^)vB^3P@0WmhVvn-JMC2U*x1iz{9FWam_h51QkvLC(G+gL<<(IyUsU1)}MBphns
zb+We_RTR{mP4#8w6{csM`FBHkhwtNA4gof*zIzm-H~qbq#hhCg)H&kRMWR*xU;&8L
zUNZeSkE??VekMra9>m~D2k8O0!duJkzDo9(?MMj=)JFlpLKILcHJp&XpX4hZQF)je
zPqTKUH-cg)Mjk9JOLL9mg`m7L`H7!G280FI3#laW+~qobbTG7+ICPJ9$x1VjgLLC?
zolJ>xG7WgIoQ$B3^>IM#yjdtIz*+talc3zWL3sFPaRmO=S^y2*%G~Io+>V6Babu~1
zg_mm$$r3w;6%7BAZ+bdYi>#X}vb8FfdG88)?!25Qc~n)*KVCm}Bx)YsF1P>-tzBE7
zqMl>|M`pkl8eLZ_(6KRhWInWu|HO74+SZ~h0<lXQIIkPM2_}T%L$NTnsjl=`*&<C7
zGXzWSNqxKEhHSe^fC1_c#vvoQYhW($VK1aNI1^kQR;75ChrCad$Kxj5_f4mq^z<;=
zQ0gu>PmG%&QcT+ZsP`9vQBvBPzExpI?u%@)zfH`@tcb&M0*Er8vvrvT^l@OrmnoQv
z>SI^~iN4vjC%3KptDGXH6{6kiXzw12UX-4%l7`TET<SpvK}R2mp}tjef*88(^tabZ
zLR)wX<ErxQy*o5+`3gSo{1DdbTYhQ#R)r6jhVE~f;cnEUQ2VOUs~ZA(#}=4nvgu5h
zfK`1HtODdg;UW+SwS<G~>aaB@WSXHKZnLZ;o0YLUtcQ}e-JgAYMY_**S7WGOXfT{C
zhx(8fSA^|QANf0fbL|qw9r*W+dyP}-D$3|i{0(~gYuwGwN|v{R|3npRd|&(z>Up0n
zb1Lq^6YWt`&St%J(SH$%-UG!HpNJ@mtbsKwH*L2hAyd|)8*nuQ$ndSACI>%XkXrJF
z6h{^AL(YIVf)Fo3mQAG40%YYWp*{-b+5X1*JiUpkJ)VSTIWAcs^i=g1-O=Jf^;!gX
zALeFXJ1c#h>~Q!cs)6g(N<SLRH^=#p{szCT@p&fWq)ga-BNmqpB93I{m)vvGo?2;7
zKB4&~L7@O}5&?#d0x8kjhq2B3xZ_;%VVMfWbWpZ_0fM;fQ4P~;{T5%Om?m)WS@lVb
z&NqWxK`;bvv(-L-O$Qek6+<gF8ziPQ6Pc80w;IOiBiGFG${3{C2q9yyw2_q9{BGmT
zt>3CWPpDayZqt|H*GdM=5z+(3;Rwt5lbdsRAnqhKU`k;2$2S?M*l!WJ;^%SxR8jXC
zt<r#l#@-0i&X5r`9(CyrWx!2_ja^or7D|+AnJ9y4$N<gx<Xp4BeheT}Js{V?nW51;
zGl%bcqTVZsz~5n{s>kT;oN!}*6>CAXdP!EJ_hj|Tdrg0d?W75|{1ZZ69%Wyzl<1S0
z0R$*xxPz0P<h%_`hidk+H&7f8UJw%H$~@O$s=4@*sB3X~8_8X}Zp|Bf&T!68rI~v%
zs>YLsP82%(g&b(p>m@Welt?iZerBWzzs#nW^k_vTt$ixNiQooM3KDlh>5LF~uAJ7E
z3Qg=KL=Z~ln`&gNZI@=V0RwH>Y-0g9E`lC(R@69N{~w$wbB-yQYRF}Vxp)_nwK7Pb
z(vel+UI+du6(&FLE98QFH2T;Dc(U48p-~rfwam~BYfxc7g87H_)IxZrO!XgrPUtw(
zWi+*}fS<0@(DwN&@_1F%=1qjj)xS^Je)E#`ZbVudwc)>2{e?f}w5g4?8}-Z+o*|vH
zI6h^?5dEEqZx5aWf~kemUYU0c;7H355uk(3SVnIG<zBm=zz*Jq_a)POsF`_*9EJ6z
zU#2Fg^T9jpC-M+D2E3wI+#$h{eEvjVhhfSPc;Kb4Mv&2!ynS#oo@%IGy&nC;MSFLK
zC4Pcm{VL#=V}DB=s<6!c1;mZZ2}c^gC$iO{ym!~B6UkkWSe(noctRnjF7GgJ!mMP#
zVZ+0c?z;^#QPaVt4k>@*m{>j*F#PmksOM=ZKFiP%hDmz`+5+S_omUko?^F#IY<ger
zQ!f!Bs>6shHpKs~3{Y*mx)ei0P=yV`=Ktohx+%zuF0<q@gJW4Bqj{+Ga4~Ogl*B-=
zSUamp!stOeJ$ajO_0sbhIv2$_l3x|x@hIl!h>_A>z2m(*4>$n?8%L}D-aPh-daPVZ
zu)~CTWl^IK<fng5A*AzBfNT?ue*ceW8^tuZL4cT0XMijSiHQ&{gB{qz=;hJ$kit{B
zKw!N#-RnNHfU9y~1OYNv`SH51z14U|Mq?Yfko-yzLe-`F%##%VW87*Vg86k+HO{y`
zirre+wq1DVFNLR=#}OP!$8%$)s9l=W^B<=pc#6S&z<NIL832_9ZPF={zr;u)5Tz$v
z>Q~RD&jGPfvH?s*IlrSell&%73b-RW?aotJ%^AU{=9W~S8VH`7DTxlj(pY=yK`kTZ
zLxoL2h9h{-=N;BDDN%uPJwN}Q{xl4JQy9yvIEN&@a;SM;6*rpGwTiFt#~Xi6tk>Zw
z<vASSjkM`=@uNibw7s!$1~++4%24Z`&|#_M__5N^gsE=j<6zN>+i$qbuzv`&qH4xa
zT%J;w8uSAM(0Zdug>QX6emw;7h>UjqHmq6L7q7*mmREP;3>W9Z^84_Tm!d9r{|;&{
z=O!bH&QgqS!=ng_He2`83&%0HK1$pSB?vB(asv?;=@ydutU5|QDQpdXWYDi6+LPMd
z4QE~TPmo7;O!Q+_vayXW`PesUoOCLdCK0SQ^N|p_s)}18y{GZuzzKQ7U4#l~B^Nj5
zzcvit?(@exBf|f8K<|~~@6LFc3@Eyp&(8n&9*IykG`M=zwGznv54W|^`35D2YSY>_
zdEq>Sv#WCziRTG^hKI*?w&M8zU)c1=T}us&{)>&eXF61fA4Ld&xSw>hIsa%M9i3O#
zSTKto0TKtp_J+sJiPkfLHs|E-C8=gMl^hW63l^%}ldpGVj$f5rCvQuzWKGZmtY8Wv
zwT|1)--R?|^t*x$bs4RdiHVzlB=A$kXGD{8)#083_`>4Etw$12*43j;QGeq9<IL@`
zID_XIIh%0*_PtSbf<)3<MtBQ7SH|^T8AE;Yr+|t}$^aFtY1UXvp)2Q8h%<f<G|PK%
zWs&vVrwIYw(exLfT^6HCCO~1}R+5+!YU#Y<$F7rC2*_M@jMm6ZmCvJ_a<@8va3i1i
z-wr|Fh(lj;Ii4lclgS<;JK8+DUdhQ$YI_n<8sk76++r!dPaCVMpwJ0G_PGi5ggR>*
ziGB$cF9<YhlAR_Va^5uLH-K*rBjEof^fxDJr}aC_U;ZqV8b+xLNik)+Rf$>L8hw{N
zb8fKT#E(a~L^i!7T*W79{eHMP1oH>Yzt$*1_@|IgGOa{fAts!a1psWCYFTCbokLvG
zz+a_hzag|H$sN4tW6>3VO_yco;UuK%yX*v~%NJ|M?VDXRMg8N!!$Q+-3P^|r?wQ@b
zi8J|1(v^#_-00?H-K_b60oCYtVoZg|nSO`2Z)=)nZ4YYNsx0T?vwh)$a<}YfYIqpX
zG+c7oB`t5bIrsb6Y*u%kJx4mn5r}P8V3GPAjc3539-Gq3Y)9!IpRT}pBH)V_5u+MN
zI5jwEB)c5OOH2KY3Wh8nDkYg!YQ8{;JPtVM4PoBLo)fIE+nOk&mI}U1M`r;5=OL^D
zLgU{FN<#G$x|ET*{jI*(wm6R(6f_a9w`_J}>s2%a`z^)t{ae)5>O(K;#kA8yHoNK3
ziJ``M@8IMDK9H`fbwbg5`v=GcsUX(TBll-$ZCalr%eDEr=9s&z6~$m(Kgh=!Rd-_P
z3izv9<K^zgb@|9&M6Y0!_%D_a07^i$zqblPRd%t0clNll(tKzkvamfRJfutJ^6w}g
zms}Zk=f(aSUIT=@%3MofHn>4MGAAx52v6tLvJZUJG;6EYB92B=Li{i`VA0PVjPI;2
z+V15G`3YEUBX4PoSG%)gRC5hS9z5(pL^}jIRm!R$$T_o&@j<&;>~JfdhPh#)!5Thu
zf73QVsIBElj5<badQ9AMe$6w!rk2~;A(;)aY)B0z7JcOZ05HQ^pZZK5iY^zf=xX9L
z;a$`b7p+xaiDmMBvEziw$?&U}2x{#q<ASN5^=C(*pH_WY@_QWk1X1rS?I_O!(51?I
zXIWek@(3|t?L09<8E=k0J#N#?;#CDlf(i9ItpsV*+3>8RHwheI8^SN~k1pWSaK5yH
zLEU4)O36EezeM70c7Kyet4Gz2@|6#WNOSTw49@4!>3rsrue-7(a}x!-5P63^szgB+
zOLQ}=e7%Bq0WASSkH<AFd$mSLw16CDl+TErmay-^O~TCD2mw$~n(?VvB1E3ENBQDB
z!21D$bZ<C4LGPMkyr%*`Fm@tIiz_C8WEfP6#1VL<LxbPV<RAAAOi8}!WdLPR2kepm
zTdZcXhtn|BsA6yp+PyhE5x2HzW?2(w$mcAoi*#Q$9&%Kf52qq@=+Cx|ik}Z;qP@!0
z;^&&&s>|vY=4VbyiSGGOx&u2Uj^Qi<|KqW`^7}k>4l(mlwiNRRGalw^Q{<GPF5w(r
zW0Oo1m(4s1o4t$=@@#E~s{&_@tv<~sOA8*astKHp00@mIh&Sc!<SyEqt(E^RQWaaG
z-sA653Q8j+==l4CN7`I1<kEyD<(1Ccy-rZ}L+K*bB9%%#8CV7SoSl#+zjE2L_FWPz
zVW{|$GTdGc(3C|HkMkep4bo2c6tt<H_c(it-?Lw<H{jz+V@yFxWH?Q>di3TuAS$%`
zB-^b^8S%&slMSu9$-sVYXY^BJ1Xh%>DNTW~c`$jY-})WbDS5Mk=0gq*>{t&i7y<@5
zUfq`{_ff;iY`^YMp|}L_m+?`o4!kD{9YqlG0rETN;CRE3p@K|wzEJPvw-Z;W4>H{4
zR89NV0S%=GAL5ad=PQ^2hJeAeKF=bd@THX4|CpQdiz^j#*Wrz`o?A$VgI%7Y4iA<S
zjSOJQX`<NY_^8A=hBg#t%jt^}%uIBA-J0*3|5eRsPL=BLOquozuJ#KE39roLlKxp~
z>a=7g@QLM-PCWiK9j4ajP?Qv4V`g*$<$$DR$RXr)cwcsN3dFo-CaCELZT#3^PRV5d
zGOtf0c~gXUj6l)D|NbSpy2Yj8LJWc`qPpS1hdQ6r9OY3G#xgzjcpYR?YtzZ8n>7G(
zmlCiFEB_78ArapKv%jTy_4&G@JFfSt^{vn~_&<)Cpu^=Us$_>>c37TYHrt=Q*kV6&
z55=rp7Xy(+0Rp~%Yq3m6RXS)my;xxgbB$q#A&R*3iu~ut3)AmYFGs!TVQCeq*JA^i
zsD#{m`zLa5-ozXWrlU3jm4-ib3CgOCh!p{?wFtr2N}}R8F|Kbhi>s|v49i_HMe-~u
zV|WI+s1|Xq@Hnm4Lc(D9zMIA7zSueb@bQlc^n%OJO%tkH%$x>{KV{3Vr>?P5qqnbC
z;Y9zF_$2d-ks+59?p^7wB^Mvk=oTiZ$b@zr&mi{kPu==tIAy65-El|iy@GV-1I$2@
z9?yWzpL|a5<-a7l0tU17LRRXMN=7GzjB(;P-@z5FZrG+>fRM`bSr?G}HfsWx<ns5m
zDwoiApc$hd6;QtlsE>%bN#p+a6y-|Mrwyh2U7<san#FdQBoW!cvgX(zR?9O12PgCA
zT#kV+nHDoj@f88S3=`?=KzrFLXTJeFL?9$Rg&Swvyo29is9dTklzfhGp&{$v`zZUV
zeLnF@JzJJXyCy<S%zMnLV)m>LU*<g#G#N!JlFpTMgnIfsf_%J#&aNR)H>qqfVGX}{
zz2ygDh&%7LEGlD6vK5ij2wyBNDQPofd)al1j<PwaA@XP7tMcx41AVXRwlnz->JB+`
z{F~dl)l8@{9BJ{u(Xrc!)Rgjyu|Fy<saDq?nJ%hL7-0iIQ;K9}FU{@U(@dft)dI|)
z0I4#rFG7W6p^=7_l{<?*kV4pKyvIBHBA0!jYv$=mSSPOUtN(@4W@wjA@;95_r>g_E
z_dsS^>aDsCNDL~~f~JGs54he$V~%1g&brbw>}*TV(wNi(y701F0466&b)<qd<`j7Q
zV8f)*gKa&t+DlRk665e}!d-xk6br7IlHOTTabus!fiWjB$olzMP$gj(=!BsuMc@m@
z1Z9WY5_w~vsHjDe?>KrJAqd_>RIW+UOrLqzR-^#xNFL9UhtTLyM@-m<EG|?zf7+=p
z%lKqR<+%GD+-zm+8bxFr;gcQz#VtK)>zDS}!pnu_*a_xQhPVz-#)@4^jRD9|3_t%)
zU@M5w;bLfywOvIv^pYOGUw*4%Kyf>H{EwEj4_{uBN}?e^FMKvJC5FdtyF@1TCLKTW
zM%h!o3608kXDs^UX@#IXY@SNGAY$z6>Y=F-M&QDAt7S@Y)3~@Q1D|_nkJ&RD45?bi
zv5!2Nkhu2BunCZYVe;eu_P|^v(H*#8s2WZ9SzC8Rh_-t~Tfhcd5NTJ8o2CcF+S(p7
z1~C{ZBwK$9wk|C`_Z4y<C0@{ts+EVfA-X0(&ZICiSoA&fL_0r4WkfwK|2jcL^SBoe
z<r>TJ81#M@aTRPKvc;awN3@!a$ZZ#4sFyve5V4N&Rq59;nNEo^6NnZUo2AMczZlEP
zir5EJ`d4M#GaD`JXJ+Gvrpp7|7WzC_ath+dB6Rjw;X%!+#SKS?+Th$m9%}xVP@5v|
z%A`xAu9&axfX_l>ehb<<2}CB!EMcv$P^pLJ$D_Ye{j~o7x;m%kOaKLm#<s05wrx9^
z*tTukwlT47+qNgRt=+BKmwW$0zjRf1)j6Ig-F@p-PKze|vpP$R#OU6fE0suRFk33g
zeZ^@M1mbuq%#{;iwxDlvnOzkY(DsB9_vP9$m<GBO>prVmfSsJ^gcag4I|!nrK4C&r
zX{xL0ygD$w(lBBL<p>?;!kM4)gYDaL+=+{*I6s3=Msd<bf@aTNu%OFKlvZh_jMX*J
zT9%nA8oPb*k}%T|scpE>a99qmy?MfN{c2dNw`MCnLbN`bKcx(8Px<rBr`PLAwD5ZV
zh@K)V78YvWsOa<WKceF>lg@P(%@Na|i54~JiS(4QL#dv6=^n>yux>IB%By<3@t3|n
zyb(oJo6<+PW?BqB$ynrt-lzWhI6OErdCPbn1R%hTaC*FBr@6IPNKklmYLG5xCCoso
zZ)f<iEf5EmITvBov}H!pD+uq}$oyrdFkp(OTLEmiDz&hMiY&4OKK?NVXZ=L7g}};6
z6LSF=d>un0xPou^VDIK1eU`KlK4!aXr2NQ#rkZP&vN%3sa70e{H=jFv&I>S|Aqyzx
zxLQ*haw#-&ic$nc?5a%$?y*f9ujw&(AcQ1%iTK>jx<nU1-d%K!rHFuaRIZ3zuog~8
zsPG0nDUxjLyYswf!Lr@j4;(_p!j0V#wpK(YKUX3#loz*dmVN*3(U0~#7@Mbw509uB
zuv#MN4K4q>1Hkr(!1jicO5)^RTmbqwjkLqrB35k@Jk6t{jXCucMhb@=TN^+&J&6dx
zehGb3?ir7{WV(JV<&o!%4~S2iKy_R93u&JkB?-iRB&jz(6L!B7@QCl@XHlxo%UUe)
zLj>L5!z6%jR?)Z`swph_Aeb&^nz~z|p8Di5h;dNHFP6~w_qh%4{?ru>j%A-X9NINw
zjrnAvev9Wu?}ZMT6gyfzlG8_E1q-PPEQ96)K*g5lL-1ugi!Zh#_YGI?)lD#Hqdc-b
zN0(E3D5UrT0F}p$N}(`R)S%Hh)Bh@vcR-etbsE`(o7fX}_M2YI_SPa`+Ns)`oytHo
zo1EyC{AKk8_qt5j^~33m)7(b~j;3O0+atQ|&JQr@LsGRh;e4hqNCNiu7~gJGg=qAr
z*rs0-=WBLJV91jMRnq+&bqXJ|XWV}(-CwMoPOYa&p;CcUNjPj*UFo+8QT<T#-uiEg
zC3hi5!%s@N0?6bCWzp^*S$Hr}<VZR8^+bcEYG8wZ2<U}aX6tLtD10BQ()Y*No^DjI
zcFD0;bHq(@mj;d(vbaZDeDt1^vF=spls&IDUU#dZh(aNhx=V+HH6uBQ(A^8%bMj#9
zwh+W9+a)ju>%}+MeYDQff#3o}XNy9+(#!7E`TU)*+Q`eU>o+q*Y*4X;>g&j(*15J6
zV#sGdvLFu3+D=>C_D44hT+9lc9#U+M1XWHLTxs}WA(l*rv6SV;73ZKiyve6?(mkT~
z@{=8jEP(GOHAoEYAj#v9tp-*U_TUBy@Sc#-rX7uch>k9Gr^TfmI={B&Vk2_Fg<@Y6
zYYR(hp*5{rsiW=O%6pc;HyzQ>)@S9}nQ<E1qe&ObPO9l_otG(*0y^^*&oM(C33!Ck
zbE8hNI5j<;P9$D|H~rLm7@D_vbTR2`uLsM;yIRY9DN^o+Ibin#tCB`S+_P!TEAgC~
zya29w9(pA-<jOR6c8@qB76yFQu@YES^v>E98NvPXu?|F#$$rdN15jUYJUl#aTteEq
z1(Wyr>FJbL9#=%~U)5Zy*TC46gELIP@DBqT_$Oz6sMsqgeX`dds{z0<C-wL5x+KBz
zujgbM$DS2J7b_HSHm}mXdhRa-!<m=Als?}7l{`ObOZzR-4k$y}{3j$ST<l~J5#1rx
zP_9M-$&3F{#qNQowaqDhr|zng@efZ(*^2>CZNbT&(mnzUk)m+;mB!$@CSxxE0X%<@
zNRjpoX~Y&jdNS2Rz3Yv9gvn1ourbJ34XNgMOCQDxCu3>~o;lT@u;pKVD-GcVP)dp3
z!rqTG5o)Y4w?_rNUbwSSJCQ@Tu7+jguyrsw)01H(m`5ps7ZuNziWrloLte*93bP$O
zeRWH+0Is%~Z5O>8ypF64aeTIqTqYIqJjS#;Z;BXb;3}FPixRMUXL<P|#WIm%QPO!N
zs2|k1XdTCB-RsC&4;%rmUqyeoSoNGC1iQVqZ#(;USUn~s^9AjZw31Hz29JJY(-cjY
zxXG5Os*`HK(8dKDV$Z9}2O|00LC-s=TEAjzaw1Sqkuz}2ddORUmPT;usa8HLbz0tA
zSYuUfjy&baP{r-$4xW-~rqRtVpSo`Qm@z2-f$GVfSq@8}lT5b=y#$QNN<w~qv4Om;
zJ?uPVHF;Hv%Q5jT1>54u8Z4|bcV`&vj!AU*{9bz>EElaUT;zFO{e`<5x+ME>dJ~Oi
zkoD-1#@+f~epUzg-oNVI#Z|+0gyW1XuO`=Ex;J?g3rwW&&V%9y95%?rvW<55!EmN&
zP|`C@;^wBZ-rg7@yy-4?1p=CGAhn7(0DNX;^&)ZBle%h5;7;THhGeguN)w1{y1fsu
z?G0%yOg!j995HXd;Z}6MIA_ZL+KB3EC5U>;@Ssx)^J;e14q);d7M!6v{gDz=@$dXV
zrbtrf$p2bQ__FgBtd=fxI}jaYnt_0DP}-*<lA>URR)&z@?9oNJ2RP4NtmJ-_NcVah
zc!lhm2x>wV*u{VJnL4q5xOkpzM*izd<zVGcaI+vnGHy5wJ1KIGr8ZnpgYAr#4pGVK
zu-DUAj`CWqu%)pcW_QPlip&i*Lt!WzULEL%ZIWSK;BL8rD=wWP5Jc;x#@Fa#mZUCi
z;v-32n{prG-yorPbblcyZ7T0y5y1(oLo8-*pD8x!pl)P9uLE=$uwFQ<Txug6^aITM
z+99V1x{TP(#S4}CjN>96tk<tPE4g*5{-BX(J08UW-$Rwk4f;eiIya}@0{(iDrm)eH
zJxsb<0>xUt#=dN#N?i?CW2CW!*YVwb5?7wc@QlkQ&?2TH6?~2k^RA1ZKgPYG0hZtw
z=+zK(QMp#U{+%6*Nj>5#y02_wiD+B@Zb?J(Y(HE;t|MRwtRvs~DqdQpgw6LfES=}S
z8L(9_u0q3uf%M5_4PVCL=72(tP9}!#+0Aoa4mvS@0YFXV<p{)y8~l{-2clzug9T0O
z%!$_Cp{H)fvgZU`KJ5o5vX+25xN8-e0*OgF+o#$7N-?e*TQfj5#v;KziF-Z<7*K)Y
zHpsb)Y`En?Xo%)Hho{*f!9o~|9O+V)GXNq(7A<0;V7b;N62U#Tm#Y*Mgjp2!M<^?<
zRE007y~>Gf;;i9y%t01shz`vQc^f7H#jL%}BL4|#ayEFoIVKnxpk0_v2YMnWH@+Z!
zAZOOEI02#c0sd^X(5ydEPkhROK8f*TS;%=Zj0tk8an`T6gH%TG38y(5<vnc#jnvUj
zF&fVC%plq(To!dewJ?aYs!)&jH0oaaH~o$q;`+5{b~QasazVb#ob9dtm)ao~8-2SP
z;^5=9#(*XmmP0XC=x0eNwf{r=;jiah*0IRpUFSXKQu5G9gCv_<W@XdA&(!8%HTeYA
zTG~>Q{eL*vjuR{)#uu1WY9^a`8U-~MMKof}N?54EkEKcbT>_Jug6-Pn5bdwSi~O;w
zF;_(WhRigsUi4+J@V<8u3Dd0x$fJRLvU=xUNxdxr;_ZBzu;M(kKv^2#PdA)ZBtU$5
zpPP4loO%x_KYvgiE8Y3zn4j1L;}AMKp;tJ(^#5s9%vywwVg^&9so}~w%D{JwyS92C
z&4omW-RaP*t^Z4c6=j7TEJbKi?73`l9RuRMpss`VJ=AZLmz1iq8BPPb5^(F*8zY$N
z>>gFQ1Zd1Vy%SB}#-u_?mly|CH5#0es~5XQ*Og}dxQ_UhFAzkv%>S+ynwr8MVAWNu
z9Yo=U)3=SOpx^Ls!Kuh$hoSv#mi-Oe-X+ma2e~PkeDa6W1BupQ^FYd>E&aE9TLGP?
zGC(#22=^HP{(M^RR?@-mrxYY?dBbllEc%wE&Txm{C*%=+q#f?yjd>Pj!p*5Bb0CLe
z73|Gg7*MEz+;cS;WwO>M?}P2GW{P8}Ls__5!|IhcFbFJ!_>=uiPb4`uNd*bS))uh1
zPq&i5Uw1frs?G7zh4Xe>R%)LM&CCBMQKysdtzzc&mLU}yygV7ZfvlJ%0dyNnW)}$K
z5a5;Sx0dZ24W?ed=X=@-NueLT!lgT-+7pK?r3D`T!vDhAh)x?(piLujN%^X>tELeO
zhWH4Ktsu3IAuU0Co}mxD8#fT3M4j;2uqx5M$oXGy4zfkwa)qI~tw*1SzVH%*R2+|`
z>o}&d)!qOi7{H|J0gUTC)5h|m2iH6%N@JL(gX%V1q&K?Xs!CGkEU1{E2^>f37{EQ-
zwuM~qO)#rur|5bUT@&0$G4nz=QTbnsnQ{Fhye}L>r3XXzFH9d&<(9dh1S8}<WW>{C
zo+fZ<(9ZV;dwm@s>2YYXeZB42IO=Ou1x8&O)aV9rZ2vVdYatUF64RdU<!pm&8~B?9
zi=p<1Inos#kM9c?u9G4)IXC;pCHKGyoK7J)Aw{M}K1%dV{~S*bf(%1ok3>N!nVEo3
zEDAD?MJUdPhCTxu*t<9WrES<6;rHl#8#-5oK6gy*Fx3NnQj*wjAHAW0w!&Wo$*$8T
z<bez_n)|41Aq-UP-ZqsMQD+^V<@&sXFj(%DmO0ZhLXI#tmdf%#32n2H1|^R#o-x1~
zQM$v+P>Sk?A{+qwgef$#m3@#nw#QBBpedE#H0Q)z0rf^*HFd!&0g(|}@nBf3s$L3m
z{uBz)-6XxtNWMlCENl>C2YkXyAoInYo^rrG(D1d3Lq~^q^j!yHhuESGo9i{&Lh!R(
z+K0<+xvRp*?XQk-+VU<te{#UxbUd(SuM7+Md?N7v4}hNdk$%wrM!Ry)dsMURs9N0@
z+ALc`@W=K~|1)IfKk~Eq&PA`#Al+TFvI0UY)Js!ZTEBID(QLIDggo2;j|?sckZ)4x
zDx3U4QF6icOk#Cz<*moTCr@c{sGk(E^x6mmQo@Sr1gm;?{ebnQIi=?B>8p{_sX8Tq
zCNAeN96r{TsN;M&u|QummUYMB%eY?H5giw4<`nz)a@V5c<k!SyAFFydIHcv_zwfc@
zWI3$d?F3z#OD{7a=l}FG$x$Ah(!BiMJOza?Xukh;j&k8j02zv3imGvT_RvoOkZ3H3
z$PM!3#OGa6pp0l<e2YEvy~fX)UJ{`(8F{>ir2jd9<-+V8RzQ|yF8vT6SXfK`6sMnj
zg_9l>gJMI9cKtZs+ZQA6Ylzt)U`9aT_-)q)p`?^(ZD`xdxGkQ{4k|oKHoV7sS=+M1
zYkz%x%%6b#U|AW&ftvjhU{P-TkXfcJcl$oIUUdawMuU#um=Lv6G8X8mF$F{ZmVl^}
zN?N#ZG;?KwOO{T8z=%Eo0p`~;MPyL61xawPIV_%sMv4-<NzFL|@KARsoUUGka`H)?
zpf~D9+`Sm!fitC2O7WWJWF=MTG7??6+G8D)-^7FNIGKMIreMBpA8V?85HE&BjRQ{H
z*Y)jl<PdfJ-3B3lPq6+*&P>8#0%`0ynwBIKBp7;Gr>EwNtA<zk8aoNA(({<N%~j?n
zt<m7&o1sCupfjPh<0!2rnt+FVx@n9a9To)nJH%l;+^oyZk#FQZjY(^0A&dijj!D8!
zUSUxH%JR9E^F`Ph0*;4DlDl|-t~p{XDR7*Bq4H-5O47D`I@&o7!&AcLeM;?CG5E@(
zLj}{M|9FPzn5fcqnx4qIA&a_dk6KZmrS2v60c?j8DCN`{y4GOsx;C+Ge=D@?&&HsZ
zj|ZI<w=w0IqPz+dUy>*d)9Q}5r0YD^Q!B($rAHu%v7dY1Tqr*hXtZ_gtwr!(zY6yp
zF$CBC`6yHOhenBTRss894pA=^B^+PtP^SbrPg8XysSvZanx|3adw2WIzFGbgbNcsE
zHkkLS)&!O-jNtXF02BR36rF$N-leDO(a%6rkZ6ZG*YO1byNQEBG!<oA)~FROcg8*r
zz7PSNC^8}epJ&U;L?I3YZymnwh4@cT@AqJ%wJh7z0EItRVZ>tqO##>@A#b)2Du?l8
zre{ur3w(J`Bx9NfzV$rDrs5s1T^7*>vVE(UPEHUX9lk++QEd&;sE5yq|6}(m)B@1b
zEc|LuU9PzdL8nhxw9gaMVUh^yS_w>Wy3vWDlaR_wUQ@6CY|`w8EeS)FW`P|w$nMJw
zzqEYSSh*OfCnx_b$8m7nv))umL+u#)t`XK4f2W_hfGgFfY@Xa7r=B~UXtdiQ296VT
z>01WRD(@9nQTO+;bMBnmAs~a7L0fl6L*dIkqnCOZ6^!^bFGP@r%8G*bLWR|hXYKPs
zf{M>T84=L!#$mKZom-wT5_+#VI!dFu2h{Z}O^f#96l6st9D1jhU8}d%+8A&T)m8Z-
zGcVHSxK8cV_-F{oc$vzcDJuP}XrQLtOx=<~_>P`5lMlVFp_G@$_P$Mb8k1Co@`V~+
zCl@(#EFga&Z7^>va97G^GmojnTkiGVoh9f$d*!^_)hVJwm8lfzOn+#zQ}93f%-l+J
zK{2xma#KH>tx);oFKIoRnTb)2*uNtX8e@uuzBew`xbQ8%e1Pvvx{Y^518PJDryd=M
z79l397k67|-NLBF4{$8c0s;x7V>1SwI3zLGDhS=aB&$n;`MgJ}H(azUKP(bIQTicF
za(BpNX@>F_B_X)Fq&m*|(b~)=qdFucIG{d6+3EH25p+#xFAJ-tEai^{(9$54!pzwd
z(I$SoPBk-xTM1;SuT583A^%-==yW6mP82)bN@9AqDd<gQPKCro4bluf&y)|2dKMql
zfOPd4`FGhSJ}kXzQWB4OdK-e+g!$6~La50izwGDCWieni6ney9tvQyj?VyQ5sDV8j
zzsJ7*sSlOF^B|NEhgD*u@hRRr3d#N|+vKHi)5=>SW7EurhOnU@g={eps>6J@&Vm~X
z6(p6aV>!lqz}hrS&i}fPjMP!#8lEw*Bx*W;>5WzxL-2H>F3nI!v?3x}?a=Df2jD5;
z0*BdG#wh_vwz?c<B=Joww{x+tY3C?Xrw+Zn>r~<5-3$%SJ7ntS>QGS;(=^rs;EqZE
zDrX#oJ^yd>*-~8=%i|r)J}%n25)-dknzg6<BEd;bnV1DLPJ_GXq%^v@Qzj~^Ec<QV
z==uuqBYH_UpuqykH5|5+v7`3BLN+IisB!6c97@q1puq*HgW@_m##e-Li(+UtPd`Vb
zJ;A%29cbFHKz|kC<x-cMttc@@<I=^%m;x7Is^i6AMJ1l3HQ|RQ!7I&-pGKiXUREYl
zQXj}+{SaA?PpMOp_YtAcXVVCOy1WrgF%pL!xnd_Qy&wd6o~M4_UNT2FM#3G#ol7FM
zaDhRqgqP6m@}$np<_tPg3?X$H-=!$PAi9P1dn2Pv<%0)*RLD`|nlJRa#=1|QwZjo^
z@L)S?n$lWBum76C2_xjEG$w%Fej=N`@}3xctKZQtma{#Q6Z6r&JpOEKH4&_M)TiM(
znl$1Rr7a+qP+VtW9yV$+N{HdOoq2+v@~$f{sSx0&7AL@{S;Shy<{o!`cF!_V%c-rS
z%hsh#0wPI3wVSd@R}K|gOzwFwhXqK>6FRixVNz==KqN5vAEHEQ*4ss$8;Av3rv+d^
zx}@t9+_;_q&e@@2(L_?6WHsRXrc~Z!XR^l_(rJprjjfz{;cbR5E&Q12A_<!u2yuZ2
z`Z{7eM(s^0cJX>ci>a>##3<6`%OG{2w0Gj2TL!s@`zG?3a10+2Q0A>_+V5=aG%#~a
zVb#=(AbQWD4(Ce@@g}8@o|%Ti5Yy|uHWGlSNeoan^w~&9u_SY;sM!zJF?6Iw(5_ud
zdT;C_I6lht!u$itBVBnrfnA@FuQ##c)@b4!?D+(r8&StKD!FCcYDl)Tn4)Tx?KC4d
z8%kywLkvf1$P`189{suH)1ZuaYi0;4tD8-V?y+}Rty3A$L;U8SA=R~!ujp|x6W6S<
zcw3Zj#=au|S;H`c>w6mLQuapa_~Zlv_+)0_2sn+2P#f}>6m)G#g_{Dkm9#lE0mXRu
z%=xkf{!#8BE3oCTePaYZ5wK6^hQYl*NW_KHl;}T6>zgl<CmJaSVeId~svE2T-j$0(
zoJ~<$FHKcHM;|Szv#2|FSwiD4W<5bsu=-x2E${1tcF&H%GnM`RIn)(g4PP4yv!hd_
zISLtqsQc9&L^`k6ipSWbj5{+B89%9}mC1kDa@Q_0=~k6|Gu{QB5_3Ja$YF^Bt7_}C
zqOCXPff3^r_^^22_P!IMKP8lS_){@0$4sTv;(Spz<dkC}p9ir2uzrdu`rmrNPu2ks
z=4D70hO*=<G8o~YPz6g2h&LM+)y)E4vPT4rK@d3!5ffnZt3D;K&yUn*wL!saTi%HW
ztMDvo{;2B1%#JC%g`9+yq5SI*(FR~8j1%r&^K}RYZuh|Hdv8n(!Fy1m3d_sRxqoCP
z{y7oPUpLVBFgW2|^qxca>Mc5>c@8H<<8aDtDHzcSCF_dg7er2k2AG}kaIS+_9?!Do
zo$DOp__W5xK9v{SL`J}kN^fEV<Fw+}`5Ka8F;);aqOJLHx#gy$VU}EWUsO$EYt+(F
zRJw*pR=;f7<inA6ughSgE@BM2>jDoO!Z?gB6BT_&D?uqjA=oi8N>|KMm=kkUgBi?b
zX&|o7$jozaDbfkuuaD~!;0={2CYXXrb^t?y^M5nTH^nVZ8-w19JB!loiFgmwcwXHf
zVdQXh+T*%wi-|KXBiqCL+I&QA6+f!}X<83iZHAGnsj}{}@xY!ZW3fv01}?Xtn>qs*
z=UD^Eh=^hZ8|88_$o9y3$2(4rM!^$hq+#nRG>b%(b5OxXa#%A#T@>u~-G>?RiOUd-
zA{|q0?2Rkk?HLqCAis&}EXo7w4Q8$SN1hY128q$8O|>-r>df>y59mUYrhV%t#J4HJ
zHl(KiTk(+p1Qv6RFz;-Y!x+?tpJ-Fc!q2H<$UQay6#qQrNoPH1;NjpN!*YLk7|}St
zQuPgO0zrjFLigj~Q(#P$$t9y6{=w<`pgBku0DcgE1z1x9dc)v?A7?F1V@k{GEXk8B
zxH>#%#1Sb^{MlIAbvKCrivH|F`@Q{S_L)=LYa(TdbMtTC*!}aRWH#t>#V;xr*nSpi
z@-X-wUBQ<x8E|F;>ZIK2YI+D;Z67QT8<Wd1M)opqQDCbl&#4OeO5$eL#>s!?&GUj(
z6zV!qKflo~O8y`h`+WJ11F6wJ#W-Y&sQzO06{EkYm579FU6+pKAgh!?r?e`Pv{cN%
zR9PO1itP;yj{<iLuEy=C$D~p_?q;PP;O83{1+}-vKSnACE!#_dnDQP<DPd!PdBGD$
zVwQCIbnQykzjY>2gcKdSp>3jBA1s-MHj@}u17?k4S8^RD|3~aH>#ev|q);b`;>ZSw
z7{vdpd|&N~B_kZTX02TEJ2O6w57SA8r2^%*L<U#;!YU$^G4*JygLp2t0mUL@2KB?j
zulOuZ0ET$BNdIDym3`kj@`Dri1Q%RwnF!0DR)t$q$jaPc5)&I9x$a74KMIa^VYzd+
zX*@87p-RtT%cNy(eUJ0h-F0N{LB;W-eWY91NWKxCg+pn2pu7F_ihAm{hKDn~L-lVV
zq~~9Azo2?7?Y_wu(s2k}$EFY(*#(XnUo~p=HXv+G)a6&^$K!Opf2o=;9ZE(CD+6o{
zrd0J=c8NfxAd!Ty&Fb+k4+a6qIc>gqIrFwR>*ZzU!bf{LJdbW$4_x2=#0m1AE_P}N
zglrVjHax-ci5^%)1D(OfCgjb|OJ=iWc`1KO!$~R>NXhGF((Q_O5yn1R{FD8;bRxB9
zI#;u+9I$P*>dqrdpL7E|T&Ryi%KR-7Bwv38LTbf2#Vpdx6PIzWfuvHcNe908C790n
zb1Uqw1vj<^n{o(DAp~8?$?Htqf4B1`ipe)%&Zpj9c+fSw{(2#_C-&$}$XH)ZazDQg
z6Im$I&Uy6Roo_LRQffgNrUdt6*Gqt(;#Gm>R$9r36fr9u*s>~lHC|D=*G_eF77CGa
zM;|1>Nmr)Tu%qQPEqvM|_YYF(tWE?|hhW;mbSb6~?#!9fFFe4@0`!SjmTGB96%oBq
zVY0f07W>=87Ep$UveBxQ%8X(lDJ62oy((;mQ?-0j@$rE4KfnHVFHYH7*x6&f>0Cw=
zMO30fEw}Ty2wR-T(6etQ+hoCv>RdQkO^T}?Ru{Z4K?x*4_<@75zwvh<4bC=&l)9aH
z9nPaaQLXa`e#~iovx&!p$INpbtX;s-fZy2zPVh@9!P_K2m6~{26b)yw#|QyUqkmct
z=$eov#ffOBKJL`G$wLV+0j|hc@3mzwx3&C6au@M$V!@F*vjQ2)QBP&yz0UU`Qct`;
z>)WE3&#U~+LP1QpCJH!8{(=5V3(LV9KeQphSUFV%D)I~@FHGQ>#g+L$xvpV-#NQ@o
z;+Q{KIiyl?0N|r#kmT*jn9v8(+=A)*JF=%`nCDC+bxY%cd&V&0=rujI0?&Ju)~q}Q
zzea_8JL3mA(0`xo6IL^XQ+B_9W$QI(v3xC{Gb(Oe&cT+J1mP@*Zzv8+Xg~u7<&2T|
zA=dcTcbU^C-0&{48e()dQy***8Z$Euqz$hkYFDCVo5H=l-6o*HgIK9-;u!X1>^yAz
zltYz?8?gVxM`FZ!<hPyF&tIr}&~!fU9`oI<#xYBd))=y1*Kn@awT?pgqQD-MZGJ;C
zU0<q$Bv&J}FBAfZ43jcS1ngZow|a+UlVb!FBfT14uc}^TgyFd_2zK3nm5WszgMv@C
z{L>eebu+itWlU<<UF@BBpoy%|3sC`pW>@qbhz9Y1_G2g5L(_}$J?3a=2iRR2o52@2
zZi(_A<lpbUk{%S)o@J0$RgLp0yQMlQy%dD-RA7rDNGrqfhrldPIgm6uoP0?sdu2o|
zRb7z!JW5|ABm`%!Vsv&YKcf1E_jQcebd9Y5c(xbZ4}5eH^HrA=jXf0qM#t;8^+qIM
z+{ae}qXQJd>e=^Gl2wvVDptZ1i(9#viUS1F347o6e)K)F3VCyq5tmY6dHSA`m}TUY
z;JZ2)j8Rc1gihbtVoHAfmSU&=!hnWVJTChRVF*a$;>>&yXGlDlq3<N>n-N{;r&>q{
zNg;(hTrE4{9hi{iG`>-b8Fip858l8XiG*{wNPA=wYQ&E#>}EK&&{?4*BSi$p>5XG%
zgMkzuFS*4*n$isQn-di-_kXk4D$^jnC(cCU`V?GtyJ9P7r$;ec6a)xr%{x(Xy~$4F
zUWcMXk!Kjj0I_yY0m;c2YQA4cW@o@j!xUnOsn~>Zmdm%(AX`~^(cg=I$#%`yvB<!7
z^$P533?Up&^+wCHT%0=YzoFZ+0EFvLVp@a6$y*<6l;Q0Ve?Ik>Dg-b-fhxVfuODr7
zWK<4?=PxIBPI5ESGdy25W*x{T-EY2!r-O=Dwfsu^<D!-7@@%{db7|{&Tv8w#7TZ#`
z%V6(aw49MYPvPM-UJDO?Me@x29Zc1~yh#4}!aTN!bmuu&@KxELEXBmd8O^?Wfq6W>
zSTr0z!`8yRn&zU+)*2tj*4p6V@P!STYRsy-M~DNPO%f-PW^C0Ga12_s-21)FZh(lY
zw$T-`kfTDS!l)&eo@7G{6$Z{fXK7-q<8M=ohvE-x)G-selm;^6hb{EI@5ZAmlD1sL
z@_l%G<0Of-KUx9?r~UV&!%<7>xw)Awd>*nLb78bfLcl<M8&r&3n4?U2R&lj~^?iZM
z182qzgf$t_Wsx^#!nr;)GRt~_g2=iYsOWk2q$5m%<@kmaWrO{Vhk+b$#%0akm879J
zZSeXgR4DlvJ=%0L+zPcIWPqqPhqXF-rA9nNB_0@&;Otv6Pi+GEzSD5Dg)YA=cDsW1
zGM+q{0=~SucFXg)A|g}4jrLOAbm#4=vVtFIGGj8bo_-;_^+I@gX*wA&{?K=s=2SxH
z?7dbx<ykt!zVCV(YYL*So*-_!BzV3@+-6SbhQWQY*p=?jWe1V?{@(_g#3&wlY;G7y
za1rI<!Xq#asTwFUR+QcB^YKAOF4VmU2@;EuBsVZW`u8d8D>#bfa2nCwc>O<D7nYjR
zY9#EQMu$eD-AUImpl8V=deCDkh|WNR_srAeYlr}<NX_YC4*no|S1mE(s<)Z)<~F30
zdmMc=s=zuW4)(x{Jg+pIqT*E?Ogo|}XBc3>kNx=k6+s{D9Qp3I8bywUe>@P9h=|k#
zzvlc*o5w>@SqLhMo3Z2L-VI8(!k~x#o6eH39s}mT+RlUT!N`cdHAg=w0C8&$TjP1R
z>#7)d05U>>K)&z-NXVY^8t37BH<W9|g@8bn_7|!^!t4U#GOsYdq`tOD6E~fKzZSd*
z;in>r`V_J%BUOT}^m!4Afc*bEqzE_rdp~`UpX=fE*Dzub_`2{xT$b8beA64-@8w?!
z`n92=ts5rPZR*uC1fZ$XEgYRfm-;|CNgmA2bYJh1kI}<5Yb@}SbfEi3HT?2mT2Blk
zE@Rnww5O4gEp~V!Mr8-zyI<dJ3q2#HT$@5%9mekl|5P+vvH0cG@rWwzFI%#a=9H>;
z_=tqhXc}!2QOGj>l$aqxgt3Su-N`Zz*vcYNI<K7$;m89t?VB^#7~YW0BsZx7q1)~S
zZLy`df`YB7aAHoU6efB~rsT}ilNZ=^B)7e|czA9@-Rw1LG-d!djYnw0&8$b(iwa0K
zpsEI&yePgp!d*XCh_rEt@!38*>&9FvKdgLyiWP78p2w%mS`s!CE>|p!U!!UiDZH(4
zM|sHI`g(zAaDbj*;ULpuoB@tov|P!<-<GY(w)h9`1{vIxnBEKkOdtFX4kCtGq-p>$
zixSLB;Ja+ggtx-lM#iq85|p}0>91nweX^|IS^r-lat}N?af6)0r<jAAQ*3O-pxSNv
znG*hdq!-u?DaXt;`ISlQhRg|Bg8Ip+;YhUFe0$!wXuPN9qw3~THl?34q@h$e*a1iS
zj$?h{$Kd?2F`)$|%%Y^i9Y4CBXOrSuZjD;@+CdQ0u-+~8ZskjtWsxbP(l<%9#}@1k
zaLxO>Vw^+v|ARdZRHM=osttg5Fz6II>qt8Sul*hWp~#HJ8vOkUG^)C0tiK{OM7ubO
zz+&FMnOe|&??7iDq4aBp6mxYxa3Ty%{$%m?966d@AQEYp%gMRtoM0?u#qyJ+HK4AD
zd3t1|R1y+5QI11V!d(aA!b%oCLm^UyeEAuaM52afGH##%ihMc~>`PdQ^$T`Z=hjlC
zG6bO2+v2u{ONyY8`!6#dQ#*7(lw#p*JN0n4hubFg^ARdSpvFw%Cz55`iAg{leh>4|
zuTL{$r1GXPte4QJjF6fqa$jq(-qYmSY?${s&1hJ%%#NzxHwhdEs9<FzzNF(j@tl+5
zd^87b2f>D#44X8hbAGrDqr%qB`4sMqXi{gxuS-^+Rt%CmKMFbPHjRYq{<KDK?f>gT
z(=T*{Ockq;GP=eplozB)=a2;a2+w$Y7EV0O@QNi}*@@@H%RzOi#<rn}mk4`6nMV<z
z?^m8##LVf8M;+cxA>vJK)3!nv$IhD`K)|F7oDFt($bTpC=@c;Z`bU2Y1%^x0O7qyL
zz0^7smvhEpwUJge3@OTmSOU(^j%Bi}LE*=85-T!$F1_ucm#Lgygh}FYrHi2+L=dPt
z$~Cg{xO)2l4JnYuYt(KF-a){Z*dG%FI0u5luJz|W<*&D&Ev!J8$%tQM{<V5SmKej;
zEg9-Cg#)`-j(41Kc=3J`I}@Gv6f!!wE>$k@0y$TP_n_D!>{A6!<y(c7sCRD#BNJ1c
ztG&WFg>6O1)ChTFgH=2+kMEflXX07V=x_Yb5QzYAgjx_O*RRX=Tx-9RA5~<kS^q8K
zhJdD<96g;ES&X<ra8Ci?v2OA>1uXIBx<-uQ8o0}uYZZ`118c(Cj-(2>8tpA0r~q-O
zmBz0at<4({d?KwWbbeJ5xuXhmk24j^Re)zJrIpH0z+mu)TC!woe1d*1*bKc{=z=tk
zwW6@*BMUAhy+30<#$h7#eQo(=*laTSxN|$4HXlg7wn4a?eGR0NsD6%D2|VjM(wRJ^
zH?^WB`Bd7DA24&-g%{{$+Fffsype~$xoZ#gBTZ_!AUE!MIVmLV5JY4V2NZkj0g#3a
zaPoHOtrBtqG7za~bcxd;S(s^!f?``c*{3Z@CiMg6Vu}dCK%0rwQ698lx~F@JoCg4x
zs^Wv3@9k!~jw>-I&^i-OG?$>2vIX5Kc=qiUfG6}Nggn<OI1q8)nz5CkhP7TJl;h&_
z9M$;X*U*QR2Y~8jJzs;#&%rU6!&xDdgT{UcfgKx3f0ihTeAgNs)MvJZB+0csRCL^V
z`nB#a(y+&lYCln`*2^}3vb4zD1<5M7qPB%wqbEye_$Vyo$1)|ViSFM4DPFrw2~P0c
z4`1U|%Ua2;SD61uT0IzZ5j36~iZYrjHG58kG|7@Co5DTYB9~}#7iGe^l!#44{+6w6
z6=#U3H;yb{N;aeZdb07x>DIih#<7Yz=zsw)Sl~w*2RELKht&S-_BTTk^o55QtY9dY
z!k+#%Y1esvCM<hq?aDQ*%8tJ&LC(xLuO(LcmC-|2tmj3MpPH`XoV~GV2Y*L-2vY->
z)7vbt3WtE}W#}HP^xjYd1on!q%Be{%qxY7nCV*sbruvVf&MOCM8`8x%i#Oj8cJxgi
zS}VZy3w=lLUIJ+$;dDQ1(8$?CDC1+Vdb}h90U<~4Xqflb#KHS64L)9!n;Cc2)a30X
zVtehYKP1nQ6dd}*1*h!BFpc>ulsGH<@#2jEv%|P3qFf?D3K|>JwCR^A)cxtKPL!hS
zf^JbyF=zn4c8zyIs&xD$Xu(zGYHonf7ui*4?y#08Ta;YxGJyONS08v=^t+ay_(Ya2
zd_Zivypp_(*4QV<{CSGfxDJx_aGYn?$$y53Mo}h$n|iJ*b6;2h7aHxZ>yO$Ky!5<d
zo<-ix4Ty<dDviS5&Z2Ip`2hb<DpW`PG#_Szp&Tlu$tzf=uM;TQQ}pHUk}QX%LI8q=
z_d8QI;^r7SUoCp~_%|0~?uGUC=m9!(=FHX_rm4!5Zz~N6@TxDPv;jCG?ST*MfZv3L
zW&CP{H%=1-=eW!(vRRce#8<~68ph7{1v3hkCl`v-Tj;xP0Yo6C!#Lf^<$*lob~Y;T
z;7Z7z(!-#yT>GF^>%RjplOfw2$8Wiwn9hmBbx<ana-wj-5(t}4HEb6&#R`e;ISN^w
zF5N#n^M;)0P32YZVjj{Lqz5}R+u6>f&EiXe0JmR#%?Wa<@6iBmDSCW*hyGjl2x~lv
zO_}B?Zt^ajXAuY6WEWiPh1kzkoqO|ZhU>iWHJFz_S-vM=ci4Erln6-!EyFl)KKL9a
z&246KpF%)2)kLh+8_*p?p@oP@2?>6mO3+TIl8gnJyOh`epcnr51WS@p(&MW#llp0J
zOh{q;Zm>o@@IehHQ90EGH(_gqBX0$YR^8xM&oxP-J^SWHdp(x2B~Zg^)huY*%iV)$
zrJH*wM7;EtNj5pxPi-J2!$LWnbj?#7UQRuiLCG0+hneYoL=Sn@nuH-A8X!B;W0R6@
zwh6oD#&6)<VObVSMr(2G=+_xE6{Cv;PMFPmt}Bws=+=jaxiMIdWXpO=HeXg;yVz0w
zJ=u{Z_#1|nmC-%}2)%op!_CKjhh;FqXUs5Ot-7bmNzGxKu=2xm0`Tm15#J!0*To7k
z@9(yrw5=)Q>NsifF-rZ_7AxQG_5sCZ<M5MWcnhG**@X+^63(XB+fu9u@WvBBCqB^@
zhQ<3O=Fu5o%6Mi&HJCtw$_`NQ+ptyboT-7#uO>3(kqKqQjHRKHw~(^VY%tX*5Wybc
zg+?G`jF!*$Hn;PgG77yQL<%#5_q);MAuwIbS_cA>VLdWTi~7qC)HERr6PUe`zU!01
zU|zHe>*IGpiC!<);#J{(X=pq8z?T;n%%3q$WtFk$+M36^X$G<KoF+2NhTOX8SI<Dt
z%`uX)#P_*xqOU{GTi_Wn0W*MNC>SvFNU!Fm%}?m?q8o`ih+te@_!eh{zDZ|00CGMv
z0nF?n>Xif1#^r#EAu(?O4|me1%4H=23#4WbjxQ5J6d8u&Ia+Zhgxvj3Rz|6`x`Xbs
zV|ifqkmEh=3L=*m(G<6T`OVw^XTt;hltJUv_4pbz^{0H<HZ~x^P_k*3&(2IRLc_A4
zlh;^^L~}%zNMQL?gqgV%(NNC6tZB~S<;YdQCVfLc`c%Sz<d`qcyev0|0CAkY_YvM@
z5q9|xYj*IcHrL`4`pvMJl1Hisf3Rz!X%iaXb=5?j@y`V%R@D?I9#;@L@J!w!q3JUS
zZF`$j8KKeN_p<Z}IO}Uiz{iB^7A+9zu+OF2!tHgK8R<FRI=M|H!U(4M&b7K;aReN_
zO#CX{KQ_mR)UUB*dE8xV*H9x#;9qoi^-bE4Q71Ya@+==@(+Xhn`BI#$Rcjxe>|ims
zW<UdI<YmHdCWV2K0X^X+U4#lrlX9}$@WaWoE?wv@ddUyWqoiXWRK(Tq@l_Lk6be?1
zKsC#93qztK`f=i;U4?^Tk<r!(XvDO1n40iolX};=j0$I#o&bf%%nON@Xm74IFtkiS
zK#!jquq2-Xo8CVZ<HqU~xH0xD$3@%_4y}psn@&_#4pxFF^suJ*0o^|T-PGRdRQWCU
zt$uo-#kSH2n2ec|HSWP2;l)z_C8#YqoK~Jrz88=uAYP;ndW921mtqg^r3^bB1X&Eh
zne~rGsE6HuaXUa<a}z62<m)0Z^ca0-kk=Yj)Ph&=%~0ouSK|HP&u-hdpI3OjlK+?*
zm~Iddyf}vBYU*bIZ&Lg_@-N??$uio&F(iVgQP9<pBC-40QqXoDhKQDSAyn!gFWuk<
z!|;{5K*tc=I-;gEIhk2%<GT?IPPvL8yXbcjjE83MHm&CEc+^!PeOlU9B3OJf%ul^u
zNJLRw85-2g@khj`5GjJed!F-=9B;Jri%qpbqFN4<X!X$+{p}{)QFcz?>;obYek`}M
zlWV>yb02{#vA;gcg+a>OLbC+*x>J*p8X{n>P<jPy5|JWZGF39S$_6Bs(mTIEus&Vz
zZ(#O+qxWKhFb?#*!BM_~1iY+I3Ys+o9r(UwzC+T-LY?1cv|j`JH>@<IduH65Lmq&w
z78%`J25wFUQH6|$MLxh_2FA)u6P8qMoF$v)g?{8H#tgkLlDW1PTN7AQmOuAKT@d~}
zpqT5DwbieeF9kg>t8MYjM>i|-Jp){8IkYeo@UeOVAmZ376V;_cxMRC^C;*Vv&1=;p
zY{j5oIWY50X1zWrdS*8gsi81biEsU_#)0iYO)!?}SaGYu-NE7IQ%!OATU?9J)1GwM
z!R5K>aJYwOG!*rn&psldwW2OsKo1->fp;y95kFSE3N1wiWW~vewC6~oh6xC;t<zS~
z8vcMwEvhcAsk}qg4kbeU(NX%WZgrz-y6`<VWExAORVl43^zG++WJEkc<BgzX@5Q7@
z#<hi)Kwx`z+?P@WQx%SqrBy}@jN0kG=}=RZ<45V(8V7zCOUOdpiKFr`nFz`WW8k!?
z0==}!bA;F>W9Af$YutKj`<c@5wXtDa4ZLN)$YLCM)^aQBq{J=KCRM3Sz#lV0QIl$*
zu4+7mwbaWMUWM0Mk00pd;n!pI%&-9FZk0R9d)-b;rz@#z5h~<L*({~v#SncRXC%)-
zFElXC<!VLxxPX7`+(at^i`UB4agS8qkwK^GF{C8`nJ7-(lupt@WEpSdjD@wQxRqy8
z$7-X3DJ2NuOYa6kWQ%ojzUW5v0{<l{<{KtWjSXxvcCGEWremB>s?e`;iM=V(mYz$c
zpH|4}NDhg_FS{?$vxv`+pMV(+2&nBOTvIi2Qi{pn?T8$2#t~@ew7muQB|}y#?$#`=
zhqauuE50l@w-uz`I}xfVV0)jxLYAs&S#OauXz_L}q}Y=a(`cHm%x6Y#%7GkXV6+T9
zILLQO&~hTUx$^$PccMe?4K23cCp1Id-4$RHkh5Lt=$5mPL5k77?1_12xc<L@v{FtD
ziGy11KMI=?cgWEAGDMd1?z>-lNX)_3n8bd5Nxw$|KOm&+wfnm)mP?3wyL50RLKJ0L
z0jnl4;+QLoCVsa&jFze|hea@stB&_g^wbS%KOSNn^ebh21a8pxXV}zL#2Y=15@M7N
z9zs-vOp|Dn{!atHnEK*De!W=(^XL{wd+i{wR^G2KlXYHWi`$P$u>sCL`32@dZ81y|
zjsygKrJ?zT^=vG-zEkIULDr%6)(fJq3zIVw2O5CJLI@iKdE-V!pT$Y$H4$rmr|UK8
zjr&_JjyA9Kx1gn?1?2A3Z(dGSVYGwMNaZYXO8>8BMqSee0MlW^N)Vu&J9tHApcbOg
z=Bst8wOrHkr2@$gFI?FAmRz%qBFMjflR%Ey6SB7gbjR{C?)JH}J0v;zEyiug@@v1J
zhuiQIlVVPyFB88C;xng>PV*od#x_Ha4g!_edf+=UQyqp}LhI%ne^0FM!bmHod>z46
z?jSoAm1H(r8U?O5dRlZqJc~xJWINpw!Ydi}v-tWUU;-EA1~E2CT?w}xy8B9ST7903
ztB-&WvVxEcJ^0vF%kW{uErw<UM1wz4cGN2w^-vT7#BoREK3)&Lqd;4{g*I~!Cgr=3
z>1t$aODB$NO^HStJKVCnsTZQTaja5!YZ30?nAd37JM*_FRs>YNp3vt*xUz@Ow}oc_
zb3ly0YUKdN-EyeMG9QhASFJJGY1OCvq~~{3+Mpxe4RehXmL<O67;*7<SCHvw%@fQT
zJA97sGghb3j;T7gm)d|(e3IXUv(g-a@GRKQ3oGcJapU|ey&-!TmBRtf{QFas8-)NA
zef%Rp)CXCxjkd|wQ{r0S&*10(0CaW+H40^JWOH<KWnpa!Wo~3|VrmLFHZ~wIAa7!7
z3Oqa@FGgu>bY*fNFGg%(bY(<kV{c?-ATLa1ZfA68F(5fGHXtudWo~D5Xfhx(Gcq_i
zATLa1ZfA68GaxV^FHB`_XLM*FGc!0jI3PYg3UhRFWnpa!c${py18`^0);1bj6Hfe#
zZQHh;iGHzdXJXq<CYsnbCbn(cxO4vJeZTLXb8qdcr*`*R&syEj+Ff1UwaJJSRp^9F
z?2LfocDBxRO!SQ009gxLVGBEJ3tJZ(RVe@yJrg|(92daE!q^#L1T?d-g=6@aue_lR
z5Wpa$p&>1;Nb{c*6QJq8eWYwn?EwEnHF2^3U%D&M(aFNj7C`w=Y$|{w(9p!r*4pFW
zM0q=B3u7RF@^4HR_rHTN0y;Wd*a87Y9sosi3u_B|dw?W8K+(?HnifvM9%u{rS0;dq
ztqIT(pbB)faRS(x0!;s!?c6ME%>d$#Kp;TH&eYk>&=L4IoH5YW3FyQPC!r_{(4~|B
z+5#O7tpSQIM%EU_|7+Hz0=QW?oBxgSR}-MSG0@)mU*k2jH32Ay|BLp2^Zp+OJ)Fqj
zc{l@2{!RUtQQXea4EWdE+}YWln}Ok9(M<o<Mek%vZwqwRrGiuW8yUdN$jCzbFJ%1(
z+5SQHe~{xJ<opM@{)J48{~#0XUts=k<-}dAt^X;@|7iEWB>|`cq?`@^&hP(2Fto9-
z_W1v&{I{<L(8A2z89*s)XJ_@_HVY?l3wNN2qJ^{ZU(pP$oq+%D|94g)TQh4QfR2gz
z-<@jzs?^^kKt($zi+^;b<Kp};ld8Fev6U^*$qB&9_>T$rSNi|VDQ0VIXY#KCt2qCy
zi=m^*|LOS0tY~Oq>#XWw4+Jp&-|z9CHq-xY%NaU5TDSvr80i@qnf^Ndeg5}N@4wQi
zI6K-|0W~a4{?_*Y6;W8&&K=-I$Hd6O0-$4N<p8j=Ffsx-x!8UFlW*+e=m@lR{%0lp
zoy-5WO)dT^0|dGQjp0@n?TmSXEz>g7ooldihsH%UTZkaVSlk9XMl8b|PAsT3gN*bS
zDTt-v?#$`p;DvMUv5U!FJzr(K*W1!X_l#uXLWtm~s&|dyILbWO0F^}Fas(7R;9krf
z4t~WGHoKXB3SL7GKAu9WGaAs<MT6DRVmv8zU{2vn^zfP+h{JW?+=Sk2`LmS*1mjX=
z5;coqz&b7lHu=uG88vf;i+zi%1HeI9`y~JsU7RXq&?v`XS^b{*`{Cq|2Im0;;RvtD
zlz`7OO$S~be>rOw=HB-X{27TyG3&O?^C{sGKf?hi<MZ5gl{#QFPAQ^k0%lveN;#@C
z3WDd1DKZaI(r;z-W>@h#C?7cFLHNrmMk?b&Wl(fiI#jm6?}mluy`?hO-NqG9gC9EK
zE1K{Z$vr&w8Xb;!sK;s>KjceaM}}Udb?<5V%$9Kre##(5aJEJcIk)iv;NrKmaC*EN
z;!)WP(+3}ALrKF5=bG50?%8EgGS=d{qK!%x1ct0po~KhQr1fg7<TY|r3Dx!TbAQ%<
zli|};IRkKc$H_jI-P<~~ES2iW;yqYw&>n3KNY&;Xj+QERQS&6-DLb%ip5m{hN?F~>
zqbA>79)m_M!@{L&(#sB-E|z(C85@NDI18VZCl}|id@1Jm{r<WNXFPxmx#=&t?B~`a
zikCxQ7P)xd!c+&QsPP{A00ERDZ#WrgSd&x8)}!I9(5f*%_Gtw$C=5zf;QNTCzFkWN
z7=%1{SXvs#bF+|<gwb+4$EoIG;Eief@0Pz`w}VQv14=8T3LNA?)#IIixDKp6#bHWt
zhxr)hT@P*$%)Ymx+<HGN;@!!wn!JxtQ4+@;o-^aVJylCl!7`eA|73ZfP>x4jMR*@Y
zlN}?LtJ_fY9B~$_yl3EOJoE3%4;`_O`cg-8v}V){q3(4-*ySH&3nf(3g(F5qL{5{X
z=Y17QK6po!DSl1CXnHr!wGLULzmck|Azso#ec^HQDXg_3#b#T$nUG1mkNk;0#1JNW
zCTTd^B4r_jDojlO_1cJ}Mbhv2@dcB^@uH>c48dM5=KtF%Y}PF)Vve3)Q}mGjN0a1N
zLY#0HGTB#wiRzXA;S&Wp#Wmfik*Eer?2(FVBle%NbFJVFcs_%6I9`|J3@qpOiK1yO
zgGO|8<rXBO4+?izNH+$KXVEAG>mqk$i;j3H&`(=JOq~22Yd)7vg+dXzo&Zh3Ymna=
z7*MZ11cs+ru`5#7u4JotwAg7?XP^S@lbHlkSpXF8-DUVWuaPW9y7+Sl6@G!r8rXs%
z!3wA>g7hqVCvIB<E+A6njY&=URgEhAxB#~M%s_Q2k6+4k-}kknUVf%3yDN;@Hz$U+
z?-v-nw-H>ETy<DycnLfEsyR9!EX3qax(ZG#<h9@Wi<nc7Jk5oixCK~30gEc>JY$~$
zMT<Gx->5QeLBC$Eli1(OT8xXcT<GnQ3V0z(*jn%*8c*=Q)x}IQwao9C-Bi$UmjY}z
z>$gvfX>B)_KtFpPJ1OX=7y>n}V=BxX59zusTb2@aQ0hUj@@k+-vt+(P;cO(p-tyZ9
z6Mv_wjS$Za)LefG-L8MS>08Mc$Nj`^dvS}pYcs@9yRTx~AQOm)cQsb^u(E)2o`V?<
zq)ZX;;!6aBmPU?*1wu9$PUx!*x`FJ@8&fu|Z)N7xF|-ooN9@edXIczf2lE{(G+2jg
z#Km85%2n-=7GfTL?SiwpBb)X(H>~vzUSHwz_0cAI_bGNDvA080$D#^H6X}IZ@{hiD
z8&ubA>QTSxVN3~XB+Bd$GQWQfH-jW{QSc3b^~;fE!gtR#X`1KRPii6nFy5R@yL?)l
z;yOFhtMa%O`B+Y6K#gBzM6;~T!iOdwA5Lj#TA;9^E87HD7^bpa`oc4r)M+WdK9XHL
zFg-j-Pha2Dko#sCaLAz+##fb7tC77!kvmtsVw-2S_@sns#W{RtX>N_Ji7l#kz1L*A
zJ<NOaXfxxWZ@intvqNZ2qblEAj`d(^1#F-#=>X54zJiK7;2c?tU`@E}cKJdQzv6bk
zDeUON4lon7<<x0St$3@nC+5$kwcq|}XQ8o97o}Q1wS9;Ux<dA*AQ}16Orz+o@Q~7Q
zc$11vSgfA;_$ZmeKZG(>6+#L_1RSeguXd;Dg2iA;yQj1aDo<cC)=1f%wLNN0dx5k#
zGMLTZsQiZ1ys4HN8dV4wbub+L0k+G8d?Z0#y;2)i!9(hw5R{_=aumcO6)})1!mR@8
z-}#$Sj>K@2n9|*)?-yUJc%S1o_<Xss)z#2rr@lx@q`_(QtijCM?|HF_`;Bd(YP9Pn
z_K(R(bgq6gA4yZvCsxBHYsfPQPnE{Tus>Nkx=c6HDGDU5%wCf3MS*7Uor|j5;DhXk
zCy$!eP<r3aq91oRE2ufc{Ahsl<}YmAw0m{V5Kwt*BNOo7ZE%w6_+{CsVVt&SXlQr}
zsV{zMGOxT(fJ~BF+n#Y4m8I_C4`x0DxD>gnpAN08M++tE#2n<aU^x@w-A<O6xq|-K
zvr69mLP{UWAG62P>Vz<6F(W)4kBC%w7-|3LZ?#`u9WkQo48ui6T4=Idel-7fNZ(bQ
zkB?ng4rHKAb{^NMGE<JlX$LE{C1`*p$6lwftWZtjj&EmS35%kOW;gXf<=U2;><vBC
zYTIF??(ZQ+<K?Go36%Tc0`~1}R{8f#&dVC11Zz^CkT8)qNrFO{1^`+(pFX+fyg5Yp
zzD!f@n3G0na3i!6P3`oz?7JnW&wZM29zG?60)mm@<rN=&^Rz=6cF6#}Qj0pNhDiVx
z?pUYWd<AzC@*mLT?QWOb!<$Z{2<YNx2Uywqa%~$Dkye%YF<R1Tp*xuyx)cbPvs$xe
z)tKoHBAa}qdD@ql%#n3CX4H%A{o7vWG<$)yJP|34hJ#cd;C^Ex;4Rjhjbp{+caLGz
zIw^CvLt#&pgtI^bSV`ad>E%{|E!*=|Z3LBA(jXBWla~9Q1kxixFf5)MK00gdA@S`v
z&bx3^2bCG<cbHDqV##S=u6Egwr{l;PHOFA71Cd$$6%*b+p9D%sw*e+$J=x3Nu~&iJ
zmCUXgKT+#!1BpRpY20GsxEa!T@ZT<X#Z@`B-{Dx+kh;)5sO!kM))0v&Fl?&7nA!k0
zprNo|mIU)q4h)v4CsKFvGnQq24iNxr=Jr5bnL*#(h;;^t@@6#Olgpu%uo@w55v+Wt
z&2isT3n<UC1r){8OhiMc4kQoJ+2>okY^{}^6UdqP$tI%NbfQ}nG14qU9f)AgByRg~
ztkmhj3Mxc$$#q_d^$4-8Mct!V)EWv<_9#2L<^na<#pW;CJg=uCAl_LYcJR&nD8iuS
z{z(T49~f)r%!<C%2c}{*VQIhC0%V!5zZzZFMr{wJn*Tdg+{0W|&zAr{P1L@fb+^LE
zq%TDYcNibm4AKb0i7u>L8I>ATE=2pBAmYrSvC)CUcD0+pt-K?O$RhLaZmkvGiRX5b
z6|M)7*uuAW#)x8{$tN!b$5~m_wtA=ROIwir7zB)jTb@4tBPxWqo8u0{qwWM0Q42jj
z3j}W7dyFX8f$<L_N)3=IIm>7AsbD-GjvIAFeIo3{DKoDs`b7=`0#tEqx^uo;cWw(L
zqmVR6*%U!MIT&0~**A~=^b1XqsYP^sR%L3W$yN#&zY_yP!o;@*X|s&I)rOpr*pHN~
zrTLocfobxUc<I1*ELv;&>Fh(3vTqV1?uI8|)+CUl1D@NWJGM+ongpmr81;&b#?meB
zMZ%fVyq#KssR*|)^e!lsytDWkom$j;hTuv#c_dP)wj#2j;|!9kyG-o29^{#lhSu7{
zE#B`T`_R7ku%51eHx$?V(ue5eKS7k7s0>16HkCK(dKUx|UW_}HCHc_?HK~&>>mGb2
z?m@bHUEwMZwb3Ydo$*(XaWnlNf+iff;=Rg@$gM+JbWC+AZpE*~UO3jt56}%xuZu;U
zIF{rlVg(B3zOdN9gp;xlXUIoNbFfV{lijW>7po_;6T9+g0oZ6o)syP6RQ8Q)ojfmC
z!eQGYXgy+KkDH2~8%utQIA%sic@z5;ZOnS2rTltCh82OqxCZ0^AKqNZ;HV2e_1{c_
z-%Ry`0s?{qM)ZVPJ-!gy_5{Zc&G6%PAm3u}^S=?<MbEybzIDs}+>p7}kAj!QlD_E_
z)!Tjwrf3S){V+fHiF}~+k-^XiMZei`xIf1_R)`hh<7|cb8D*$q$uc+i^7E?IlY<w3
ziO`*`7U+5;&f5+Q*qChms3qeft*qw0e!+MLeThv3CXLl=e3QFU@7O}$#};(1$~Uh<
zE4Gg<>|J+wq1P2?BcHnYqo(!1EnhVzq%Psk7so7dvBhJY*k_8YSd(;o?<%30EA;EA
zA~xB;@aN^j5*&S;7rsrfJN)Di7|jzSI{RWM?D4Z!uzRJl*7b|Yhgq|sC|Vt>uS9i;
zoV`98)1fkG*)+ezxwP}c^0d_yk)h3Fys(cHGmdZA)rYh;qR5y2m`X>`q&j|hi@51l
z13~T)K73Nha~|Sq7Xlq;zkwMuSpk&8$kHG#$(z@k-6KA$FbDaPGCU=Mohw#i)N&&+
z`MW%QJJ(cmJStr9$Nr9bm_469U+wKGyCzqdG_2~ug7Czkj!cfDCtc@{Ns^hcH&Ogi
zzepj)BnCGF;eS>0p6Xj48m&^v5)?^#Aqj6w5a(!iVXZK3F^G8*N`<*^p=@M(%o*K-
z;UlQmmVSbz*|Tn`iAuDy&Z?=C3?Bd36GP@nzT=Nh`;Cl=RygKA31KrdYicq*2ywo-
z4U0Rxm)xE@axBG!S(4c2EwuYH+8V6QZ-o1%*L8P63<CTr9@qT)1-)Je%mP%g>e{a|
zlA(aAm<8INUO@q}SQLn`0(dv*8&m7N(v<!d+nJY9Sh+dI@ljpE0BAAaAm;NmV>6OO
z0&Bw_rA;=^TBJQ?Yi=Q7Lscw~6_0Op{jSXk>+*Hgjxe^~Ee~L0wVhBRr_<jmNt<u@
zFuEENG6b1!pV@483WY_dR%r#RkPR-ol1t0oq|@81I{Y<==Gq*M@-Rk(v`pPo)*9hW
zqL^jfW$bJ;$Dex3WOcn)*$Tq(N3!02@Pgd@aqQ54Di}H=kC|I=+*QQb27UXoTp^pZ
zU;OrMGlgsHcuA<AHSzEh4(~dtYN)-EIYng7+kG$Z>mtK?D2pIMq`qIpP+__L!0Bi>
z+th<NN>@q{>#Eafe23F@G@6ICE{Dw-c+W~hFQ-38OZJm5dq^ck`pUPW4~TCgDS;gO
zn<`wOe;^Dh*vURBlF}sqj!^Bc^Qk{fzhELU#-b%ykOGjUgbKmEn#K*a!cG!0281(q
zR#iq$#=2b|y^HEM`2<9{X*tczYgea&WaPSWrsCeEtg3X|0n{@BOP=Jp6k03vmt?3P
zC*C2yj<3jJQ7JI*5C|oWq4>3|irdflkXgd+hC1w*aW*q_<4y^GKupl02i40`c7}dZ
zs{RyWcPIE9glc4-6h2!WnfG=|6enp0GAnuTP!&Edmj48cy(7RMIMf2s4@CrDDvcw7
zD{ew56q@Z&;~W;3@o5x(0Onx8JW@J(AV*|ng)CbIL)}QC@Mr60#;2aELMS_LBa+-6
zD^-}Z+k)hsuG>OEK4cAV)Q<f|kqf8YsX&eFLA4ZIS&R~}{MbojY;Yo2=H>_@{C-)+
z>zb`8tO%{~9q)t3?iZ>0;~tr@&cJt0zVNuQXihwJ#0MRZyCv=x*7@If<hs!NmlH99
z?ID#CN^BKDNtl;nshI_;Hs^ch>H3h8mi`qkq)gJTA+<P}^|j_D3HMY7iFD!_mkY5@
zB2d~xnLiZL08sDf`sE?xC<5bq1Y*|4BBIO(m=GIdccaOFPhRl2nzY+GEKep4W>VKq
zW^a8ReK02rjuyzO!y3UnoMC1>#7sYC`*ajim*Gdk_~UOXwqyf$Psh~h;Ly|x_}FrE
zNtBr1yW*e31fMXFE<81tPsHB?6d?)8`Mh_^sEAJ8&=yGGJXJTCM?xN&qeXvSl{j`w
zklz^yg0JCWKKC!P(xJCh$d{}}-UT^^5Gs*-7sM~~c`=rfsk`%#8PT>jDVWj=oA~GP
z#{6VhIP}nSf@`@0=aB;~lTLhslfPupFb;|)El&r>NT)~}W_C|1R*O;sd&#?<R_&JY
z1Y@$>2jL=P`%qdjN`vpVRI6+_3d3wmw%L$Vq<)LUdFzCM4%!QU6UwZ^rWR9sEOi3?
zMb^jBq4xu*C)F$3OGr6JI2cr1a}ZlV$D(g4lU!%HoCCc(-<1-?39T}L2+oL3Ez0BO
z=J1lT(3~}uacPw#nT^H*O$K`z)n$UUK?=jXY<zR-0T3}IBix}J&8Hh2k;3CzJlP*F
z{~D~joYEOE?e4$dpzBBb$%Itili|RIZDqdti_Jo{JmClQ=j_NMQE)!8IF1pQmqY8c
zh^0)3h{~VY1KMLR_ae`4%&jp2f#EM~C10R`WS_QGM>n^eU~8m7juYYBBUD_?4PpK#
zPS^K7_<n9LSn{GebYJWNF?~ZwGM7F!+v$3_b2y}omF(qj0+nW3!r;%-A_)ADD`@$M
z8*psjql+S+a^=ctu(#83%s$hM(8-!BY1JWRNO8a}7S3mIe%gIESnLuXN%vy&roN~F
z{}H&N&@DOjgyBW$Tt-`od>C>A#SnQ%30*OgkN)kAku)FZobmm(q#4m~5^ej^v+!^~
z#(bHrsl<r+lCRLF6{;->O<L<gK>kZ2u)g`_7~w>o%@QeN^4mI7n(|AZf1w35ZJ)bz
zS`)lVn-f|t?(om%wMXht$B`=&!oZ2*r8^EMG1#fY<{%6Ur~EIl9^dlcP<h_Pe#0Or
z>u=uM%II6qOL-Z4RLk3p2b(kZ=uvd14oTrlZqApo{1px@@6YU>C<#vHTjJWX$9Lg@
z*<&t1{Gr-x<jBJO)#siXwZsb?{O0m^`0-UVktIwpBVQ6;#ySDN(J4fo27^N2utDEf
z!_LZsFFfn661*M~tOv$?+g8ZE&+vVc_nvAh?U80Pv5=LqHKeiO_7obN>d*$`TR?eN
z{vQ}WVMc^KeKfj!5PNZHOmKO#3dpAm`tw|9&6n+p)!k;ukY9$%JZO&Nu|2%C`HxMj
z_`u`<m(?>g&V&ws`Eu(j($gIXIhwc0yvNJsaM>d^t|V9YYmD!gU?_(9g<)AMpKTsd
z%nH57^`#J571>u$8iUhB{d+o6_P>OIN(YD<MBy0Ux48Qu-KNW^HA!q<7s2OMhbW}*
z&R?1?Xng!@8od=$WAr!HeJvQy??rbZ>|aZuZh!Rfs~|~z(*(c#!;Hx^>kitj1>8Wt
zbub($Da9%n+PhD~GW|4nkga<=^lLcR^N%IiBBYc3^1h$;T__HhB^nY82P3ygWN?^m
zFgXusbS1Dw3Cw<_Izb6w7uXZWF6MvF*E@SZW#^=&wJFNED9HCa3-63Bomqdd?}<SP
z;}q}C0cIxfk)R7o?$`d}^p$EkFVstT2^NYNa55FlNU$buXg!3Jm|!L^5?_w+QtRE%
zEdNAnoZ3vgo;CyQ3*LX<*t{xtvYRu)n6}I*mh0S+Rf<yo*fcy8$&MwDTbLr`HwRep
zs_h^3hc8VBL+xx7-x99I=g`pRWtT|j2-3zeyiv}a=~GQl5K^nso{g`b!u}Y;ez`vQ
z{;8P{tyQEGDY+Rlxs1+wB7P@&fl*Iy0nv-6q05S0ewW;IG%(A}2VN7wom^c0=GQ96
zc&=a-2{O)(RE`4XT01*Qa!2uwOpnv3jACofM=`yboOd&D((V~ocHtDeoB<p7#!GQv
z_k;aNjo=b;cs`(sX-1uV>w9$@5Ke%h?|Z`G1~*5S?8*sIixe##tWV&4Ba0woImVEU
z61`{Eo-&%qn0CQTbV+WGnmDEaVsgJjxfxTYk<l}Vd)?hI^Rz5`V>>G^PhpV4G;yIC
z+x6;+E~UNpH^DaRl@)c^i+DB%j$5)~u4%*>>5Ga7y99Z{fRQzUUss1|WyLNdfw&E9
z2!h3Fi8Q!`_00&`7gKW|KU%=7;d>T0mE&|Q&^ZI;oXM`H5*d5IDtQTZSgztnyb+Y|
z1m7I=F^cO%>yjE*>VgH1ok4z>YsFmA2`co2Pog-Fn@4B<KqC6N>$v7lpfBQ0_LV;c
z>X(kmgY&p@afW~TR<;7M-xs|R0-kwdAATbE98I{*8M$DJx6%3qi|VzJFYbQJuc6IN
zovzW$i$xha0T?6Yr@Kgg;9nPMbX3mWejeB;ng=U7r*goU6%V3+Mo=McztBTptgmKk
zoobl5_%*KPmO}8x9X<J2<cGqS^@+##n~FCISOu`f>A_&p?s?RjcljA1_9G)$m(ZqT
z&(;{NpIX*2azuf|=lT4XZ0wh|Aj++&1$4y7X&maG48*E77l@0XdYT(VW5dnIuoA+B
zX_l1@K4eFf=DVZb;#}CBGE^dM-v@`RkvopeB1T2kP2Qp$@}mTo6@xB$5(cFW5`L|G
zOD2L2k659rr(ZTA?cfjs2nyorD51O%k~DYZeHG+X9yTsNgc|P;W)LS)`X)9l(e1%p
zO|nDaZHb>*9Ov0=Fm*6w+BKm+DZ>VqjJ&y1&TktjRK2{}d6r%-HR(Vk<HG&how55<
zYnrS)k<-h5W`?w!YCodGASkB7aPpsCx2+ALaBR#vj0OD(?dhL~NAP>>ns$+wP?0#4
z(C?#h$1qd}ziOXL#ke8EihO}T<lWK|9hKer+29=p`NTuvb~$O^6H9&hDINDNA>#NM
zM)Eyxy8;G-V{LDpJYC`Uwj+JICU((8w5u9czHUM}3#=EfSK9Zv=DFHO1-Md)r#wy^
z7o~M}JJ%0z(91&1Yf)bogoO6jG_xivhOlhWD<;MFpWL-ggHARdS9@7r<6hilnZ|J&
z8KtRb8LuTDL6{%j>=s7}uzUnNmNI(}fyX&an?DMD-7GJ!>(~-96siu>{DY;0eKRg+
zy7}?z@24bi%u&x?l^)|3Q*?Ji<k^4m)+88sF+P_t@4x64zk*)DRI)DL$+zWNzq49C
zR?s8maMAeYdjDNi&pzUco<rSl47{u`IlVV7!W65assR4m118QicOlr^02sm1lx#yw
z>f@noT5a%f+Lo{m+mjtE`ru?8Ed=+_1F7Us3)Zc3>8YUBc2+CTJkI*O<?3>apZ6YE
zL)PBX3w<a+W~ao7BHYO_d3WaagpMhqVHKqx-uMooZVN(e^%raI-{J4KCyP>Ca_`9z
zNoZFi3qLFB{E5FIv6!}i_B?3&HZUX>w#qa(xuRaV%}8-z4Bx9ULRnn5I^z$=RPA-O
zrB_42NOrX$@6kCI=;wq&GIw_7o+OS!Q`S-*?msR6oUd+BeokM@Jr?c+ZUicfH%4>X
zC^T$d`o3Xc#RLQid4+}$(j;dOacmQMukCioz0Z8i35L&x=jnna8e$G02OQ!Ynejfz
zlsD1lv!foS-<w{%oK&pp1LA`uri}XxIKZ6?d)wmm=>XvAj`_G~g0`~FB-NWo7{><l
z`N8@!rv_fi!)eg*Q=}9+=hvvhw>~W*3=J5V5riKi`$?<|E>rX^Z8qTD`h8V_jxfz`
zmu=3m8Levzy~r=cdwE#Z#Hgx7u|PZIU|0Rd-T{Vz<gT`&WM_5d^H&I(6a||IO^P&n
z+DcM}nu~Pjrt&+m84mq)d3wl0kbOV=+me#=JfI{ptvc#7%7%`PmRKLXI1dSl9^9s*
zem4R3)}c$cd-{eeB{*t1nBbBQyWnk>;ml@#x{C2nEqQl4sK~RFFH(hMWB1gRYtM15
zX|iQ4b@j^C*Q6nM{9z2V?w8ZR0`S%s!-_|c_yPVz-F-8N#mNiyh?ficMcq>fqSe7_
zcJ|Wl1qmm)#Ar19(E+OEY-tCPV`Yg<2S;m#MS%iBFhO;Zyv^(eAxft=+Jzh5{i=Bf
zwaV_02H9f&mfr>d=6-w6?E|4y#yt`M?&FLxN#&*5&8yK=Mo;e!&SsR*$XbhG@iRgN
zw;FHB2oG;(m(ogJu5Ucf_Kx*rxvPU$%<G#PZEuX)RBYv5^+!p)pjmDb$+ue2SR<69
zPU$S=z2+i&dsDd`+ZP(R1n@tLU(zaf?uGXlXw?oNqreT0Ty4*CNpZYr#IML2Tv|H`
z*0X)$&mSbS0qw68O>v&zpC$9%B_)<TcgCl0tWVU890NefPDz<y%Vsx(Dj!z_y`+@?
zOsZl84Q?w*u)v{ayk_6T-u_g+w1iYMrtJP<;d#vH2|w-;dH>x}dI`f74Z^oV1V}E-
zIqF!;wML4E_r`EqJYxT|2LVMfjVa|sW%<k9Uf_+CCF7bM(m!VN!4r(=bAH9N?(<Un
z9%?Mn{Q_%|AO1=bJOE$L)ha06;P6sJw-+Xq4Y9ozETF%|<cHjZNBC(zWd|W<P>z1j
zp6IsE`nXU&D_G=bC41zTr$C_A6reUaH%wRzXmdzUVTx^ix@&+*Fl1xHjL?I>YL~2F
zdsY6&0dF1$I}1`UJ~BOIz<+ReamAH7)WZK<7t?gu1PSTJ62AZZZabNXb;CLgZGx*|
zb!XJB(%Y|U9MYC_4TatG%F7v8Ew{kV=l=I(=nRHLSR`1#<&&!lLSgFywpu0~Ect`q
zWig`s19&RZD`;cq3vq04D0tgaW9C!d)`T-FV}}+kNG5zBNg4Eh!BCcOLK7-gG4}(b
z0gR{ev^=K<0K7pJrye+F<KXjDz%<QA5ar2(&$M72r&_El8;*BINgLd`GJQ{RX8WY0
zx6c|~RD%wFcAYv{!f7ZkjoM%03xS>c;ve8+gA7PaRgqvOH_ZcCkaF%XEq`CpQuERn
z;WWx14&-fm{wCBHZ;e0aBMhCExS8qSayo{0noo_7@d%c)3xkXvEYzk4x2NX=n`XNb
zl!%Rk!P=Q$E}-QK_FEB$1fN+&qd=T>e^TV>5l@J2DMk>DQ;x69UG2r&xemOmlSjQ*
zi<5mlN%9g`lBvNYZW0+!{^o)t)F`qx+!5aHynf%|se~0F=&zC?^rMy6d3XUlP%{SJ
zt(6YVcBK19+%w(=tlWqeL0g7YIcJr4VSJ-tP4y#xd`AC(K;5Oq&f#W%2Q?aE$kN--
z0)KM^{VFQgD!-`P(~))llymciif9b$I;wZr`}X|%Ivq#8mb~j8y+@oBYrPXiE-bP#
z?-(8Qj`EG)&D6FPmjgd|^T3%q=wn}p8~kkStzxo#eB@6vxSQH&2=8H;?&k_<Y{*d?
zPH|GB)D^$vH`G09Cp>GL-2yK1X8wLQ=si6h`={}f{aDyC_B>TaC9vW_Te>Ip07S1+
z^IGqc%!@`r25E3CSUrz6F~o(G%x1Xajw;GD*Cc!;M<m@9iD4L>p#(rRDYi>~)>kK>
zKkgD3FJB7p6bYi03^74U@)q=^-92?FkKR#_n_i!Aq_(50esF#V!QHRa++{J_^azqW
zD4T65^D4`Z;yDNs(_}ZwPz#?dL4x9x0)4u2{zYF!0&K3ZA7#Kq-F<T0_MXlGW~nsk
ze(OW&tQmP)q$3qC*m;qnz87js4O<gyT2WS`UC+UmU;bsg_c5G;H8FRh9))CkN4{Z{
zE1<_yozmoPJZhMWaDn&rzJsi$a3>lUCPn~e@Oj-4Fm)rr#WkooW{@5!?rEoja^oe#
zZw@i;5it>jrusBcfX10QBG!baasS*LJDK_7X(VO1x!b<V5j6mtZC{1AmF@@rWHg$U
zy5O{3_89=3MQ|I)eGmCf04qLvf-4Jln$(*h!URsz{NnupFTcJeLNK-*p;4Uhd%Y#q
zZmfRWivC1{^#_|YJKKW(F}$>zApyk7!EUrNLxi))@*kEq!l1M@#yPak0EZt@Zi0nO
z{xwWq{NbP6F{-Y3`82X}Xc-4BgC0p9J&nFD;q?!3XR-0xpD(WVK>~r(A4pg+LN7Ud
zx?<SB&ai}u)|IG5=b1s|3RT%?e*nQT;n(kZtdctD4E~H*Hp7s%cuQQCY&D7hvC_2-
zIXx`QFv)sv`CZW|KqsVWVY6C$Zv(bFCr%j?>Fnj(awO`MOE3XgcASww;HKu5?2Xj!
zTMck5c$K|+tXp=#66xD1ao3p3l+00;P&pTsWR?pB?+|KM$ut_h0~34Jg^7-`a0u6h
zat0fBE8_a7z?9e!<oV3-Ylb=#MFX>0OorihiFJ#6wO#^Mo?A;dApJFmR^Q_LGsh<a
zB7!v}!BS=C3RKs*dQy0^lGyDXrn;Ign?GgS^u@B8FEgc3MIect0^+6_9XH?x?8y!u
zpRu0pMQSRu{JR<W%_;cL#C-r8r>i9YOEn^%x83j7p&49iW^lejv#$}ZRx;=*Q%7Sy
zHK(?%pHQvSV&<3C-J-+0#vpWD!DC5eqG%WU2OC7j97&PJ<N|r@7}DP@$IknpE(7c&
zcFWXZ420MM57x%bE$2<Uy6HY!J@a5?=)*@cz%Ie7ww8m|CA*QrKG1LjC!}!DP2oQ9
z>$7BFmH<+6eH?AE5nJvlM*Wiq@%g0&a^wZd-dKP1Ct<p~86{_doIM4fez|HMTRB*&
z8-By)WAeAvdm3r2Fb^=^-BE54;^RKTiF3E+w6-<<bhoLeWt8NkpBl-fy7?bk8$?D@
z#Mf6xnh?YAWntkBnZlb@=no50Os0Cl@H{KxCU%-I(tdk$d#M-Aoy2j0JMQI{c2kJu
zlzdj1=es5|aj-McVWs8Ewf4W!R74>u%T>MftL3}$ItY4k+?r}zEeJfDWXgWpxROnb
zSNx0_4XWm+_`-Db&3h(~o#lD>E;j??6zwCc;DIl_k%-Y{-L&=VAkC#NRB!(&j<W}d
z5((Fa$<~dd43BHpu4fuqbU@|k7-cYJ`yz)_ZU0H*D#V8~-WH17dw6(Dsunpt#7*8F
zbfrX^LM+6@M)mF20VoH$CjmP>`&3)Yl@}>jkKMW)%ga`_HbQzVjavlihNGjYNgToY
z^R|i|5}d0M>8YNWoqbfP(~Me+776t4QRatiwF~J}XNe>s0wt;ayC5srA!l)S#BJ%U
z3A;7qA!eT0?18ZgSrJ%(HVbYJR@-5Ab6b5|9b*s}+RtyV)cOn)>hBTOEwRD77k@O)
z6>$7eIWT!M>m7f|3K8~MNY-H#hzFd|(M!d|r0|$qv}n8@xS5fY51UKPF)^2o<VNgQ
zXZ*?Tkbo<ddezze9dkkAk4<G~B<oK7I%pj68b#Z(U`#}j<jF!9yqQ2}nayb|*J_fy
zGb*(rzX^$SY@@yrT7>h3(r*R2lgNLCcl$Gs%wCcLm;zV-Ker6>r`n*aBM9M`L=>g<
ze1e%!o7Bq%(zd)Ef`#k7GuV3ZmqO?%E)7nWy>ooCrIs(~B{f%|6YS2gw8r?m7<Kd~
zJ+CRAWZkUxS;&m3b$k-6m%rH4<t8=KULQ_SbMj?=y<KcgJCJ#<t`;RyBf1WcW<$?d
z^VkOHUHejF_MEa64p8IF@q7z1(ftr4UF@6H+>`;2ZVhvYnZgOWF0%I_kk;IWAOxsF
z2W9PbfF_lqdkAu+9<NH+<)IrDh_rwkx*o!XHP^}dO-#t_m2qL&eIt-M)(@hcrME`7
zXkHJIGdnzKjpnB%Z`R6T1SbJs%Ch7joU`_S?+R+78}BI(U_sK8x9=}-oY4E?EK--4
zH-8AUWFS+kk~w$wvaX^!*QPi|pSaZE!Mp0qE5&-jI46os0{C#EdcvDhaO-YMOf*qw
zj^px6EB*;P-6qs|Rm1cAU4h6K`-;jQxwURea-%z_q>deBhURWM0=z%YdpQtwZ5U$%
zQOys^bff&*LR6}Ib}raSw$;+k6EvoYWY?-7-Focs<Ta98G@0C8@o@Gx+sfGb?F4k?
zQ|}&KCgTIZMB`o+Mt=a%R!wRJA=9-h^bc|)<Q5ZjYbFaFi=qNc0xr9eo03yvm<J-}
zG%M_I8j-u}lxlI}4ES~td&i$L*fImk1&G+PsXVX#goI5DNSadJsM<<!g~j)0u#zY}
zw`=;6hb}qiwV$nrSh8gW;}m5|9Xit7C5L$*+9@enkt;CpLNBG@EL$Q6O(ZV?M3*l`
z)@z_%36<Thh?6)h3xapR&2_$~JDq6*%7G<oi$}T(9jPlczFj6<si8z(Q%aKFa)B$H
z2dZd}s>UH|#OdP_i%Lk{41Al*#3iad=KD?9CeWB43W$2I_(F9M>ksIVjTq|O{HMY{
zwc=f0r9qi>iam!V9Z2@rd!WIIUiiJ7y%rwlS1Z(Z?y%AXC@!7hrBQ<P6CU_2%fTQ5
zR^QQ~Z9P8H@FfFeN=WtAQ$(?Uwf0j+C$Y4z+u#|7A#*IKi~XSAmZXi^(br8P3aoJ8
zvQ5Gg)75+Oto$MoPnbq|3l(GSyfiw=sq@lbx`mo*MO~T!@u}@?(ku?LXFUv563kW+
za@28p+@+}_c^r`qU5P`_xb>s-ruq=nqQ}W3sj-DgtPqNLG2#+a!Ze$zJb%wDq_g;n
z?keuSnA%eN@)Z;K(tZa9W?fQjHbCqC*6vGBTA|HQxnX^+lN-}#pu74-i<A{xkyq|Q
zt~Cnpzc6Hs`YI40Lw56mA$|Kq0y#r;oHyJpdKT5o9O)JbS6wX~rsCyO;kFo=&EVqk
zLD~M<OAO^lOxz6Av*ZC>%`53c^JA5&p#Ls}J8Vvcpy&#p5B%=QG|RTD@8O+LR3R7R
zPSXgSYc~+%ZGv&dV1J;lU!|~g=Xs1D`dYKf8O2iYM&l>TDqzq*ipPwrmC@5+duQ&I
zzgIglX&s@R!n*nPCv(U5{0<*0hP=o(Rpy>)zrfyG`9MF5`_cp|<@eaHqjDCyU&U(H
zuitX7mperByELx?;0*az5d<Zoju<gV7#bNLl1O$GMDJ{bF;%Fmp;&od+GJKUKv0zo
z>3w;p*5Q3}(LUP`#ZJH$l}q?l6v0&~v!jY0O>5yIg$e@G4PvX41caKKhHn$lkKeCF
zMH0Z*cD@H&Nd(yl|CrtQDD)-f_oG#MEk-=-?UL7?ZE1Wa47((DSw<X`GcJOiCImjq
z<I|F-!v6Xp{WPrkBV5d9r&KPLdS*rajUnHMhc^>-rvv^C4DL#QJ#~;+D@?@^kps-y
zoNjOe9^$D<=iwvh*K+Vh{(o-sQg$AHW<?VGaWM@ez@q9)Pp$aDx8F#j9d_HW@@F)9
zkG}i%UdkMMm6fAtlGKFkc*L{*^rb!ISmtibOj+JDqcwenVR@o?9F{~mg?m=D@)LFH
zuDV*GK&uW6{we<^9Ggi-fMQ^9qG#+|5|R6oVBq%@WoMkL1e69-uBVm2D(+qjst(uU
z`EJZuS>uW$%WArT{$%Yrepu3JQoSmnqZG)PH>G;r<{r@>kYf`OI~~AGcb2X#z&*BB
zN&HLI0Pwa5Q;FJbOg2T0LKQpCXS7Rk%2R_I!g7eWf6-M^5e&+mXbFY$rzWc7iX)BO
za7H)33pANZv5&sLM1w+bRU5P#^6Zb`^K-PizzT;zhI4tZ!?}0OD?*X7V$dMnT97XL
zOiBCmPmxTto^et~lp{sAu+SWgEJomdT98}uQA7jVv!(R{qA)9wS$Q8~8FP2ht0#HN
z@~8{Y+g&-@pX|<4UJmalN}99m&e5uSjTPL<4(wW5N@G>`<It3oRnmXlE~I2%?cV!+
zglESLO`}Lt)3x|h3%h?nVt-0sl$CLVsyG_^$7>7=Kv3R=kyR-w10S6y58nso_^U=?
z#G^zU_gPyMKF#DvB5$yE()i<KKB6K;c!a(7>wZ31Myv#YStD+4`bm_Zf`F$i3Q|)>
zQN$rAc+k)ZiliC3>OS@q@h*?B6B>JMl0a&|bm3vh$``n7Vtk*=f<_CB&mgipl+d52
z!7_$Zq~W>#Cj1qc`JeY6VoH2E?Fez0#|q2Y##sdgHkvPjDGuk3xEk6Z2=B(FSn1I3
zKC?Y*j*#A_9Fmp#Jq_zrQwrB7>-r~GTf*_UrXVQemToewV;I{TycQn~Ik-$g2wefT
z0wX1pE(7+o-AHCa%N>(U-?dR&pN(OtxY3fQ;bCnCZuN#iNDEb0?lf>Y!(YDOpl-n3
zR>SDp15OVl9QcsEiczym2^^e2tK2{$u|YDqBZiftPeRytx1{0B$w9eC6i$GUp5eVA
z3KQ(u!Gtc#?1ZvDmj<xHTB=d5jawnJrLOF8Y4%Va_}tNj-$$#KeJ3Qo<0(_2ScvI=
z%liuE_5Sm`#DfOoJ&&1bz*8{JWq{|)iK~u_f1Q_d$?@|yh2!ko;F7lAU?%j(lPTbb
zor_D0q&gbV@vy&16kjZ${1?v7&J#sHJSHb=BexjI#ZmfOmq}imYItT)^3*T7Ed}ws
z3xjerP$?jxhG<?&|GKo+yB=P0r!6rqSWPka(P63_Th_g~fo%&uuZ%T$xX^TSsTEYA
z<oh2RO8p86z{jufmhvJjhoFdke`b)bt+&AMzC3e_x8z>6YA`UrX+H)W{eTNypG}9&
zX08&&H^a*sIn*iV_#cii%U?lC-5;-=?>o1TaEbkRne*L6nP$+U0)FB1ojNLIzMAvM
zf3y{c&<m%;g`@+Wmdi0I(Uu#LG8b&4<jhfRtHTCNtYn0!4}0iVWF9sz!Uaizag&~K
zW#wFYI!Ou6p$3#|C%?q*Oo4Q(&h!+HgG}b8J!+VKcI2QZ;&k_pgcdEmag6!Q+5Voh
za^)lVffYnj|Mh*uobAqTCEU2iNTsB=mou*y()EqQuGo5e-EtZcQ54x`cP_o9sOOiw
zP4F$AEnQHcW}OSXUHB0e5E@9M!wnRQfOMbr3d>s(`5fvuw_hS?Q5>V%kdYq=8w5~|
zkgdd2ho#A)Q*$|QWUV`D{9;<kyvPv|$+VdN3hp{xFZiv1gFD%ZeIKFhn<8OnbicCu
zN7{+yN?_Qpdkj{YJt57%+K%I`@pHN{YuqsVb=kZInn;0^UqgvBdBV3}fsEM7W409w
z-F{Ze6?HE3^;n-qe)J0W4Ehfz_=vzjU4wF>OIfWcIhtvu6hSLbq4C1<f*`M~_5(3z
z#+qR^;<MLe%b@LOk~`l~=C<nPP8+strCHD)wg)=^$cUsI^YjV^OPl115`tTc8tYpT
zlE5|EFqEjn>7f~<hK}|%dP+EbQ?6f*_ef!oG!zu~iSr-t*QHSGwpC6cQlJ<QaltWU
z6ll5IJGH=o?j6&XR2b=a?qgT2cy47b0-7WF8RncTy@GRw1`f0S$(u^#wizn*>VytB
z)cDZ3NKI!5X|6)8eM8d&N{mtn#+TRF>mb{x1DE#@hNkqsjJDNWUa6r{nFPdcXj(&i
z*rN-N1M5-WE8^0$s4hY=`1*ceg*e)SVS&Z6`2yD|eSNqIEP~%uqKe%#g{)q2F(#xL
zVN(!#qa^rlO<q!Qus{yi{;?iqg8TN<0;6*m^j-vp|9Eb>W{KoGaJ8(45mKo5DHEB7
zwJXu#g^2MBY9UFPC=7(0#$?Zv%X-J)^t;-(B8MI4X*R_L{2zZ}B@!3oHEk-JDDQ@z
z7sk+4<mcFD_~vbQ{P*h^U1#_qn>6KsNH%kQ*?N-eWJgAv_R<99)wbE<@sM2pXo>xA
z1c%B3VK;WfHH^GWsl>cF+Ed<1i@F3Ld=#H>vSjYp<~t+O_vhcWcT(naU#n7h!{PG-
zNkblA?TF}<gvRp(N1p|p=IJ;&lC0_$3R-16vmd4`x!rGl(vFiZT?m7}MNS&!<;Ew>
zRBd@4Fzs}Im&$$~L46dm&@qSwZwU83631C+t1(}pgP~ukRG-&-EGv3NhSRNg*@~+q
z;zb=3fb!91@YHta=FA?%GA%~;)V*khF;-{@Rt!XEA?|Tadk{iS*W-`xHy(FU9a56j
zOh=0P!T+)cCDTFxoCGpwKSC&i{rod6kJ!+oD>JxJO;wu}$bOP@9!@xK5-a{Kf+ML)
zqZ9)HR4v!GseX#y$YrYl-q?_@vIPDKddT!Q#W}jNZ_9QUVw63zL^6nLe0Bb=4fXp#
zvF<bOAAhFV_=W4QwO51NCB5$1;B(T^ndzV>+tD88J*Nac)R`getTxT@Du&cX!|x;R
zKcYAi%u`95m_;nm`ILHK&Rv+s%whV;6548JTm~I`i?sO4tmK%E7Z;A7o^Yexn0>+!
zQkR~Mcbl>fx*0-5G6p&0zL=*ed1*4yQbV~q^_K1|Ps=>Y7(CZGm&$Z-SdDjx4(q}7
znzr+4@9QLS`FWjNjXnLG<0R2+QZCGM`fRV}$Gp&^7ZbJ5x+uYg@J*Fre?KJ3P>*7*
zf9l6$e-M<e+)d9igQ3$a_sTGf4TW9Jh@}4KHKkUQxM`(PmpbC_{>KoXD|;new#-Fc
z#7{mHQSgR)3#iDH+rqZ9jO3O94<*gz7&#8ydEE9XL=)#aqRShWkS$-!jHJ2#l;0)N
zR8+od{a9JNHq_2uga_z`$A+!w-Ls=RtL#>7eF+Eyaxh`y;a_k4c~3IG{G1=_Q-dpf
zj2(qKX^Hi#bDT&*>`CVXd0#^}^;Qjc8wQ;c?AaWalr;5D<o7fi3H-4`I$nhr6<4pU
zgObJvFzclzeW}cq=Ty_SA>T3i7JOAIq`n`wDqn?Kn?0TCNW?>s?erF_lI9A;R<d^N
zIJ2hmeWm}T>b2Pu!lBAoR4RDDI?Uy1<Aa-cbYj_gdih~RG_PgYXs|5YrMO85+0TdN
zTC0Y=B0c6Wt1jdBWlut|6?nwXV@TINNGs!bnJ=oqecJE6p~GjS_bIPAiFECZ7@7IF
zw0g2r%IyCKG3s-ID%_(N1ZAdQS-~#+wC!a-x;LG_@eegIB0a(im<Vqrgkgr2Q}Jlj
zh>gX;(ogcQni$lui`I2-1D|ng?%=su@9w#0dZBW)#K676-1r$yl^hT0RpOps?An_R
zg5;L`V|SrRC^Z9ZK6w35S5*c54yKszSJ1g)zZ0#VR(S{mC@XJeengYKgSQTZCW=)N
zu2;8W%lQ-K-#Vy_IIkSd+<q|kIJSGK_MoN(J`>?!`Jla`tE`DN4F?!Df(*m5AKHE1
zQF!B*Pv6(0ffF@pPU9<B;G_B*4k}nJAh#Bh!ADp@2Y$K0P(3e!I#+>A%3!UU$c6G}
ze6X%wdq5mgZJ6q3Yj7b51M=zqX#8lP+&&;lc~6pVf_>79LX|=-XaPI#<*xvQ^qUkq
zSUmY8T$ELNSmla_<gp#1U`U1q9p{`ub;N@!j?VTgS%F>ldO@zw8+OD_>yoCc_iZSB
zQk{|qA#k%p(RUMi66sf_2_Y(~-m-Q@h!H?H8foEH6-sshy>d}WcovRCF5?#%QiG_;
zAydpDkQ=A<3-Y8(gPME^w~a5ERI|h5^}Z=~CRYxL7mg`ibZ0%w3EKCpIj<RGr^4S|
zxi}=XSd{OBAyNdtmKAI)^li&a8Mq#qe(#E~uW5|^MS?zzxrj9{h#L6p<%edBnW+^4
zy3NqYBwf`wpMj}@htSv_TEMJ6r_dnnaZ4rf_5$-8gruMgU+-AM1DPi6;J8X~v41|V
z1n@_z7RF8L)nKWPgUbq0rCoxTPkxx2KKl=tI@$pv8;MN|>sEk7+P92=#<W{2Y8w<d
z)q@NXiHA)e#YjDRnaomSDw=ue+jXHAKcWl#`jZ)gC<OXGG{{g8<#jf<qjIk%_RGVn
zPLcffmg@&29}x+4qSBKpxJo-*We27s3i-=&%ELMV3dzaFn8H{q#f@)6Ajcfy+aIea
zP52Tm4Ep1%2fsNbuC4rN($W>@SDy!PI@GFAMIHfFZeD&|PCYACa!SnGKB<IsKH@!K
zq!a7?X&ma4h#Hl<i_!QmF|$I3&$Q=|iZBWi@H!}BCrpt!I$1w3`~3=hIF-|Usq!za
z2)v{AYdo0p6S9|_WjIP~K3s1`^sU5<bK%9Sv0euIZUVLHQDo5;U|EH7(3NUGV9Oh^
zjl!f=H#`>;?5Re;I;Q~Q+8GAUOtOuQYVw3M^!3BI>9QeLh$1m~7~+VQc-w+>k7m`3
zP-IGFv8Le=`{e41_j%ThYa<SeUkD&HMw^9Y%AyQ8-%z3ZM?##9N%uTHJ(8A}UjuRk
zLp{lh>|Vx=O=l~#o-vY{=#V)O0{2NuG>Ed#p#5vkkenJFza793bie_ytTpEr6hnTr
zso7jD@UYZ24t@B436qkn2%v=7enl$+BA*ha1BU@!LZ%|Z(Dxplvg4f>VV*xMtTjD`
z!A~l{2XD(cSt)j`iQ9q|#hdM8L$p*?NgB6D?e|dJibXcn)L4(yIH;p7wW5<^Uh^Kx
zmv$+DYh(2U_eTkqW7+-Htv$q<sv`Kp)~~yh)EzY6zq`c5nqpD}lMJ5{yXm1v#Nm8m
zWB!P`x3hQprhyKHq-|z~+2<Z$&YA0zg4l876mk>-5}L`O_h~Yfy^9R7QH_h+o8`G|
z;)ymLslg>_b^$)lvgdm>K6a+#jcX4AimzFvfcrJ?O2lDDbF3D%77#YI7oCLWA{ax3
z7PA!Ikne$Aure>8B?_-lg}rYrexMS-V&XaB1c(o(^19sK?Qrq{i)9lTVEoCp*YW$w
zAX&^}gH+ev?3T_G1$$c>+X3}PO`+EcCaB`Egl$`w<`gG4?R3<L2G(&*M!laqAjz-X
zkEG*^c2rX>c<mr5S5ABWY4;HTL_oX0%SGsC+qP<<SDRImP%Z;W1f>4Hr8rg*|LpA6
zpUx@SLnX_}x6|rOVqey!Vl(l1&A#5|%^P8?3&sZGpX>+}5a1J#TTLvl^%qKWL^%u7
z)(~>)@!0}<r1?75WyGiKl7o7_!jU!NQw%tx)vNdBwIwCArQTBTBdFl(;FO~)SV0_p
z(B8uJBrpZ7YD}yd7ZsLx7RPXR5rO`iIuD^X{3jsJqA&YiIRn_oRxL?cO{J3bJU9FI
zWuaHm1Rs3xh4y3b-c6A-$<H`7)NaKc#8sk=_aVOhO{iMy)7F+&DMSx@gBlubeb4%4
zrOg=@Y}1u*zptQicR7zFg2(X`Y_skSox@iCtfdy0st^1`a;_NF@f>R!-UqM~4^tsa
z;in1w>)*J*l;vl>pSkK&OH8~A2zWlyJmLn;hio*UB_xIm{|^=Cv?PiGAj!6E+qP|=
zwr$(CZQHhO+qP}@?##=?{fmmK%Is};8uLrCoYSN`y991%QZ1G)7&qk3vJdui2P20V
zOIzEfcO+Qe4YG(evjT1cgUf|6S3_;sGt{ULc~h6H`{$Y-ujC-OS{eEEs3g|%VyY7-
zR5N+2f~_B&^$@ct6rhr*UZ0Hs6bO1K+|IbUpPRT!sLlL3oV`40$f>liWz{@xm#>fa
zja4M&F*|@$woEjoK7NQJ)suh>F`E&(N{8x;B@f$-1l{he;GbDq?(Qllsu1wd&^B%%
zRjhX!6=ASQFQvV49cQoAZo|wpMGa-M!jCp<HGj)U`&2LqgU+^nl`)!is!>j68vD+3
z=x7&7Zb^O?)h;$5v^HZH>N!m-E6->D@x-d<EM%QRElGfqaDw=pO+L|qS%~zlkDN^b
z9I#KsSG4gwV5^$X%C*Ohs3bOXXWFb@cJZSWElWFmT>|Lcw80w)2-@ZSos_T<9t`@L
zZOS;lQ=|(FB4PJ@eR=RmMS~IxE}$0U{Q$)d=pD~|9bnQ%+y#o>XM`NQQ?yvgPf9%j
zm!n*APg<8RwM<RpakcH$qclLBOvCXQR_AKzT#^W_=xKo&rTS9iJ2|~OHjTd5MLY>+
zovNWG(JJu+ZPw!^06XLe6OSctzSuYV_pK;0;134r=`Wp@pj$35vTAS;rGb9*B|UnT
z-_*`2*)Sbj=&$MK`I?3wNaR|byyv1v!`P8C9>~5f*dx!3O6fh^S_FD<m+p#VorxkO
zVI!D78DT+8&#}yXcH#i`PbxF#Lj_m$=wHCj`IpQ{QUOgdKG5wM!jV$?6=6kw@X+lP
z5@q$DxnKcvIp<612a8**MB~jsgXkf%Sm%FNQGr*IGtu=4<8CujC*(YIK60SGHTb5<
zucPz?Dt@BpCPeOS2&KXah<y&h`rtQ~FVTPa^H0Wdh83GaX=<Js8?3Mun1`txa6gph
z+I9tfYq8z8M#F?&Y`2&IqRHNh5swJ^Nku0uY{)MVa;^H88_ThUgW#KWs;a0l6(8Cw
zSR(_dn6mX>um?F&-8P(ApD45iVB`ptM-)0bKMF!Rk4h0lq}1ml9ebboBp|Q;rN`P}
ztsxs7?93hHR@Jh;LColU(oLoM9<DNjnsb%dQGDZHJK8gpF?am!h95OKC>%ZY7ak*t
zeW$XBP+v@ORyr0751i&ntd~u6TAyA&dDzc2z%A;})xy4k$$siZuwxcufG?v}H~qA7
zhc1fBR>My?rSNfMyQbR8oTSf}cwhlI57XK;#V8c^f1HAF7^-;n+~?#FK+Ex~vZqAc
zSQd6I=#Kr)VDdCv70us!$T_G{*@fRke5rI29&?u4uJo3U0N5m+=EZV6E70_Ii{HB4
zRrAFv-5zRIRKKvT#cEczR)rkSY^ga%;JL$_7-XDAAE^TySYZ)IAcGZSHhcHvq5Qhn
z=mlw#uXl&HjNG1QFaaY}cs73g7jiSUn_Jo6>Eq=SBOjHeX&CarMS1Uz9W~Um^}J8x
zyR2`+ce5M<f3>@3X*q9d7BWqh8tZ=&IFx)ogPy1?aY|0+NmM(*qwmV%!s#fY6T<e*
zN25sD+k|7u9+-3q^Bb?SR8-*E=r+I*rM5RU3*ikDb=WV-@C*}fcYzOEB*o2C4gJd*
zDIUq}mC=zGzX}A(-kkN9$Owdi$Nn%dI8VhppQ-&PW!WZC#MXL|M3hu?ju`gCDMAns
zOr5aU7wH}qpPe5Vh4+FTi`(d-t0{gXZjfEG56kpl(LRh>1}C`%VgarKv9q9{Go%=p
z*<MIP<P5Q}H&_e1D~@hh{b%2Dx=~Zq#o27p^E$aaeS>p5PSPRB&os4`csoJWNgAWG
zt@|eHG`(A`o!uOUwX*^DuEKz^_G;xu3!*w?J<Q%3(&Qtcb$FY7A%C`)y5KeIfn37s
zY_ZD|9mvoC_DKYDg?iQO<7fGZb?99vLNrX7`<-H-s1=0?-`V5q>P-c<U1MmHOKLuF
z6LeCK=K!Q-)VBS2zE@+?1;()ZdWMWq7%zVm9r@Yk$(?E3w+OsKP66^vwR_L^@V%<)
z_J++^k{({Ro>M+dfam#JHSH9tt2;8<5}p7v)R<DSD6q*oC@?^r61_<D29c$ppW5Iv
zd2N5l53wSfXB9+h|1N&U#TUxH1Fb77j5P6H0c?F4$JLnP0}~o<&ov598uz@))B?wJ
zj5`^GSLZsYL(XB2Ai)t2l@sl^H`94v7bu9sgX?%<+S8R`YV8g&@68jRM+<xsvcL;%
z7JP6r(-2W?DwIdIB~>Ky<ffs~@{mR*h^_>F$!*3PpWaCLo^g&L;`nIc=k69GgvHas
zdXVJTe<c;5u6(2*{QVZk6k@ITXb4{4XIPkWw>G=(D<`40=^vTmeAKDgg;)S`hkYc_
zyNWZ20;L4I1mBH5-2G*mO1!6S@D>OvJBgmse`5)+eGzkrpfFv~3XjUE>Z<>({B~q>
zz#!Hytq-_8i^7Yh;L0qqrHhOD!T^87TvV=ZADUhWvVZS{httkHa|9P*l=1qAXO5aN
z%D+fNx;JPeJXUr)h;0A?8zc0%9t)t0-tl!GMuqZtF_kvt;!g+W0S<b&wR3&c-!;P5
zDaD2JP%I}D4ZVvx9M%XOb`j+W(6!Ce!;E8JwSVuVVg$nfJ$R|FBStKNA8fck!7Lkf
zyLkT86W{>Z6!D%VaWgB3;;w>M=po9v$St#iLD#UbDOu*de`6x1m0bMoT$K~Eop1vb
z!t57*SN0kCj@1Se3v=^9@Ge;kiK8j@vY4DAS798?=`e2LbMOC#h3_ej%4rWV4Ae--
zwvCDfe-pCDsqIWTVK3d)9+OCQhP~#Qc`Z&Sm%RgtJx@mrVwGUy>H55O8WCTzs(n-5
z6-`mJul;_@7|RPN!>sGj=M8wK2urY#?oNSwm#@#a)Avo=0OcSW*GGlnlL+CW240e8
zcxO)WR~poAlH+OpkIx`xPd&PLa&B$*wk`UlH{xYeP%Fp)Shui7O*9X@`vsBdDJFi7
zsC0zn_9>Il*LQqjA@>(?&FF{O`tOteKsx+W#JkMymX+6Lu{F+42=M$2SEhh${dx6Y
zov#!Tv{vOP2jIQmbg58zS8Irk2uZ@T;Qvw#zyuGs+=A#N?FMa~eRw=8<hexfq{a&s
zo=szJUAQ(cB~WHgo=A=xamRE5iQr1wNYAl{x&#~z-e96^9<;#tsb%`4Ls?;BzOxwl
z%HTl>ZdB=8&xr>-{kd9_ICz;wR$JgCtX#jIagU!rgCzOz|7f|_yfp`_SO-1|Pw}&s
zWq?hCRo?)l(ze&_W~)Sgfgr!?rV|7@S?{&y1bh9U5_7DVONfd+7e3+oJ(EoZhNr(O
zS*R$+rkcHEV`mlQ;_V9zqP-=T>3Wu#UPZ}fZ2Hx=@m}x5nqhMnz>e#RyeJ6qH_%i3
zt^9F&-RfbGlug9muv{Xa$NU1t5{S{Vk~dUy*3e%t+T*PSICyeWb?<f`?gw(XxA<LF
zMM3=$;Yu$|H9-%?iUl^qB)^|Xi+3($y>m@zQsOg*Y^Bn&lhi&r&<ugKs!*llcqk6C
zYQGHm%h)#h$2pXj_4uL{%qP3{5nYHngQAu#Sb$4R-K%b+f*6bg0<b#qmr@xwf7e(T
zD<;_bGJduuUH|R(xWI`E_8Jg`A3xK09yk6Y*$yy&c4X@BoXx85pysbJi+TWS$}DU3
z*s2;0op2>$vVJdYv-(9>E9GcB$ALz@aw5!U1U_|HRsdFq1|`v0WviHRFC5ogvL;ht
z5<BIcNuLRB)BxWBK7pi=k`-?KrX&Qa_i5TNUsmB8jc7sAWb+-vgm^^Lq5Or?evl{x
zNTOtYcnfrkuBV*r!Q}%`a(0pQo*O`v2ClU2ID=9-sshh^p{AJ{0UJ_e7x--ZC_BSN
zc3>rVP*FT>NO0G;w7JgF(f<xK6XJU9d=N5e89rBSM|ZgwW|k(2Bt@B-(_lM$9VH~&
zJUaFMaE{W1s|mjN$&5S-W%1PuXbdz`MW{L1(u1<Z$~}G%JW(klJbnQVa2ie?=xTRp
z-LNbf#!vS0cgHWfdPGgZvHtJ5Hm&T=h7xRX5rAwu_TI#;?`Nxa`@)@j+V6vehZcox
zV+A5cKH<R_4o`Y7&ryB@zK2pF2_)vU6jE(We+Syy*Jl2Zl#V!z+`sLY@W%?2v?#cI
z<{|5=vd(l<F1+*yWO$)6b86Z7P?xb>Jx!S1P@g=$bqv`oQ?M0p1-@41*C^$aU-?@A
zR>`mw41;ylAQnH?|BB*U9H%zIf+&h3@sh}<K@VojI;?al89)mP@j#>8EXE$vA#vNF
z;n@5VpLN6}#bYWFDoNK5TEMrzzA%PE0VzIdnT<~eD)`U5+&<UrBJE$-l1^<{7tyhc
zV@N%+BCXfQ6{+A;?DC-t-iUo#rcdyVS+Rz=h44OD>R4U9#AEBlxcpgx%Xsdq03v$&
zP+w@qLIIzT8sB`JQ$2aus+v-(AtILN>od{gzL$mb@~ccSD8SW_<HO{ZE<cBu$oe92
z6PRv6gKpWs$NW>lM{(P14MDzpa-L`Y1^9@32rP4fF>m3!f3^yZd?Ye(o-ilI)CHjR
zb<Dsinap{J)kM|DR&wh%UMDBDwsMb(ydXxkbk5`9#_%(I;)w7v1LvIXjyHH9+ZT5F
zw*QhWoZ{*Ct`xlJr*M0Fakf!?IC$RQ#JLk&AS4l6n~!Xm=>sEAjPHsUBI@MGKr)BI
zdf9-jYRhYV=5ruHy(-Fj=;n3o=OS#^AD_#$x6p24<oKQN&PZ3cac+!(KtO$=%hW?k
zq*dV=Tpo)@iqgcmYh>D3tpBPTGsj99SUI(P(<b!~$zt4g3*HC(xHLg8UT?AEeuw>W
zLi+P|7mzym-mVMDa2BD~uD+Ta+VL&=aE2r{vKN(zq|$btAT%B%ZY%oIw0L8!<`&Z6
zV3((;!-C{Q{e`MBCdLokn8Itt8;bPc{9Xp7dAK5nto%cn>;M@M-|Tb84F4u<zPm#K
zmnYI%hv^o?SG*Xc$pF2ul(%aBDRso-<wc-F0IRb8AKkNkL^A?RbrftTd->fG9)J!A
z7XH?|O3tx^9;M#RVPEwOzM#F|!UA6vVsAAo!k!I`!_RZ;5n(_3Tr^v=e0PD%y65Uh
z0tMYI0ZT(L^Jf&ZTgyg~!FDHtORGIX2bEg0`cLxNitKXbGwoH4Hw)LbCvnh_MZeIS
zoWB4@>=KtxKMxl2t`!C)W+BB0G%i%B$faz=B#Xy+QeuTT9ao89r<_?7Tuz*muXCk+
z{)_eU#yX~)%aw2c1(LiEacK-tm(}6l^|1Bm<Uw#3>S`UWP5EkUHhC<>KnJ~Gq-F}x
zM<C&P8YuORk@C$8_`E?SN`A`g#(p4;9ydGolRp1ij2^y~8`ya>LZLA1lq<(=n@^_a
z8mp7y-JEJ=J@^dqtoGxneF!AQ#%XExrY=Ivue=37cYVUe7`3zJ6J6_lH7Xr!$Yy)j
z{ZiR)2*!s^$35dDPZah2OqWt!UfFw^<@6!rm^5W^uofRFQNA-Q6$tz!Lp7)?_X?~*
zhN`OUo3mv<@_Hi~PhkV}IxA!)R4V<H)@<_Co35<WBxC3#W_0Hy!Jhcyd`W6R`}?wS
z=qN&rz(5kxY#WrAr<V)SwUxg0L+DE2P8va&w9tO>nw#Ra%-Z<1W_c==T|OFlJ5iXo
z-0I4B6MRa~&B$cq+jzo{-qv4phTI&X-4l7uj=%*&pYQ7O0aMyqxC$8P1-JV9)^mad
zUF72$zoq7*-Gasd35>sQ8u`vVznWy=9fDbOXBN|8>c8HBo?6x>4&{9{X&Z`ATK}fz
zPZ!Cr`yf`5@#CK<G7xR^o3|?N4TmubfSr?WbFgfm>P4p(=t0l-OItf3dJxSgrAI(Z
z*{_pIpCI`N>HT3xy|p?w3+5v`e@KwE#h&9h3W1*jK=)&rZHOj=zKHlJhwp*Y*fGAk
zc@42xmgJNXQtO1B!||~Ips=jtARUmPy}Tp`0&~FoNp&IvTX6cRx3t52grm2BL2Qve
zt-@pZRGr75TBL967`P*H;R3zL%=8T+D6&KW<uqRh?SiMQ8DBB=hl-lRvjgPsr*vu*
zAEHe0*&O5&u>GIWIi26MdsfIO(v8KxqUmz!exh6Y@J82@s*Iff*7_m7g974yOlsU?
zFn{5To9$Vxq@ZE8T81;MC6k=tG*)m#7?y_$G-oivXcA8rct(G(9r2kPlDYQerlo;)
z8MGNCVil7xp5rB-4+rp0;VNijZK}Ce#XZi1KF0&sNgRvBMSH&Jrt1(s*q=9*)8iIP
zdZ?#x@R11>F;B>!AGg>MT8d1O15OEQu&wYAW2*%>7M7224UiJFpt0s~zaIl?c(SlW
z$pL0;DQW=7EC(-)=}>sX7hQ|P2uD(h(59a-?DVa+<xIu|IFh}LH7>_3^s$bIH8HLF
zfbka#_5=uif}YOCfy3KvJbf>deIt5iyeD>W@Hh@B#xLQSyOvw`KtDcC22e%VyKsNy
z#O23qFkJLh>VDMI+4LL_-vmJB>IGZ{I-N4;5F%piGc!Tq8hAp9;AxFOu&gWjuxLrd
z<L(`;1q=1XYZ@%?B7B)go#-Aq6yDjgt3T7IYpZLapotE!WUupu_tR<M$gv?1?4Bil
z<sd$Q;6;mdn$6-PCF`!q6j0jbcyLH9ga9_Jp?F!bD|p4%h}94jD@4&mDJIowOOX)*
zYVL;Ljp@NHj;1_ve~0S*x(qbn8YKEYz_MwSxn{Vzuhr5B=&E7YocvwCk=MG|(2yT{
zp;G48qPpet?U4hNw|}M7Q5qqT4WhG{&NT@3?~&crpV%{01V?Gq7qHKe5^)M}@ktC_
zQH_la&5-fryWfuUGMt=)j{gPf#@oRDODuM&qOrnWb@2U8&OzDg^81$uNv3h_gvcsb
z3CPjlloYdht2tNs%t?&qf(vBzG%Bk96v;GDN?i$UKCmM2bt%frX81R0KMu$TqVboW
zRSn-KFx;}W>yxDfS0~@*a>H!X(?q{_`;NgFSo%|8>ZD^|O#Bk?D7^$ElmxB~XD`Tx
zvL{NwX&6E2CF)xJXm3HzsyW)rja96Q5s!g+nHF;x%gtCad488Jt@|i_vtE77^nNIS
zh%<Cvvt1B%>W5v%y0d^I$#Ul5Lwp3r0xMr1t?;(KF_qc!5G26G<|<ti(~8>_Kxps4
zns&Qy$!F6!IL7^*x@z@eT8du))+j225t*t@K?6|#bB(2y4Z2&%RFR)2vR1LGw?4!j
zP%xPv88|d#5YUsB@ug$$R!vI96rW~@Kubx4L^l=H=!uR(ZOzzIsnqt<6Jga(w@?5t
zT%3?tjk#_s2Fg&d@k#FFv0Pcm_a-<KQ5zMasR|uR1!r4d&trxQEyD02`@rB07|MjH
zgC?9_R*;alQI$CE$<I<spd)lOS9NW&P25{cP41=7Oh5ga<*?a3Xe+ZJ06=};iOra8
zr5(8u-5`VsI0GBAs$)NQs8Ucs;pljR-`%cgVbY%-f!UGI+eqsWNzWAOXd0813;AAO
z`JCC4j{1^=h<7Gt{50g`aK{ttsHxzQi8Bf!)*6NwL7$&k1c|g>KF5CMMnr~O6gObn
z5Zv!zs2GSlo9(yAYM^2MbY<nTUDL)Td1Zt{F%qt+5P9n5{L+|$N<*K%<5{m^vcq^R
z_GFyef3|hu2sg8kdSqfPQk$Wf4+C(<$D(7+sEK;HTmBbD>&p5sK4Rv*^=vyU@Z&ye
ztt?BvjS+E963c|1SR}XnuHU<#<(=<xCW6+^w3p}d(HByl>T#~1{X&uFBZ~KGZ6nPb
zG`>&GQZui2^K5{gdRPc(5iIcKlB(-T4Pu#?#w`3nZb@%^86Ls8|A(_QjDhdwS0){$
z8da+4h3NsUH2Z+uJV~ioieS_h&w<Fo*YFquSFJ<OH)Gg%+*Ei)s0klkjbuG(dwz?$
znp4#0kDkxKTP`<Yd6LNe^TJRR^EI(>8c#q~FSdV{Ae)D$sNTJ%@dYiW@%N4&?$e$(
zj>9xo3n-`9g#rfHv^PfUS~kUg6FL6h!|P;U2*%xTN)W|W*vfK^rz770EJG8O^R)xU
zhexkTYLk9`u|s4VwSS8ty68NTnZ^kL%eFg`Wj<l9NwonHiuNC8#ykEf&vb`~sAibP
zwRl}(R<VP%*4}&M$(Q7x0f*jx)$aa!uH3W3@oFZBCYvnH$g$Ohc~++WQWE{tA5|)0
zf43<7f++Q_uPsoX<Q@dH0tc@+@pDsgnai3M3U8h`;HakwN26XPUSfFk0Mnrz#L|{0
z&PvhoOy(bVZCQ7X_HA&6-1rlCzj`|<47nyfELr;8vf>vfYE{_zEq_L38z*bKn^h0l
zC%Ng*#T_)8S79%>#wP9&fi=c);3o&`&d6bt;?asw47I7-QW)h-ptaKqrlKlPC`K6A
zumMYb5+kkV`%ru9o+InJMWU$FiU4{<KFF+U%l90dJwZiY$Q*KQ+C9{2w9>3`E184}
zmnX$G38?JRIE!2}I{JbSl~k^hQG~dyO7x^VLOW5NlSU`2;rURl#SkR=iAQ(@nFv;k
zG^ri+NRq_YUQBJPiU!6QnukeDfSMD0PQItXK|+!;Yd9>z+qY;8?=WK^vbMYu;V1Uh
z2ZnFGf7Gffv_sw1kSKg`OWDMA&4$XDqGbj*JWpV!jUH=J5HcpLo@cjqYE`__g6Nr0
z3+y>683#^e3~lt+7uwg&=^4pccvhjKkB$e7Tf{){<8~_hsN!B<a@vvHSvH$bzH?8@
zB>Z(y<AR#lwl^1|p*fX9nswT6Ww$TjMyru4<&YB@{zRZiaU(1^c|BH!g*>s|ie2lO
z2?NrlPE(vLwgfo7qO<TP>st)cYD>aHi5|dv;+R>4$j=Xk<x)yIWE8i5iST+uYz1~D
zaNAb*E1RwKR04N+1^pH)kn@hPfN9vZrp2-RP)}`tc}%y3&+KO9pq$#pw4y0x;;`B2
z+nSvuNS39C8H`T?J7W)c8P};(0t-Z34_Mgc<dKg70=q!*%S|ZGB^vz=rnhmO_ZRR+
ztEOA$_tsoYcn+vwh_gS55`C6dO7TV;BLqwS=wcAqIv{y1ALiH3IGmYcBQ9Z<3+C#l
zaqUqf=_~_NE+d)UE-|f;`nda}{vPbts)9p0OuR;alMM7#>ATki%~;V}U}EZa{cA`t
zwEh-Az>&+ixHkMNPb9jL=Y`nwTB{0egO%sWxD>j68Rye5PYZ$B6y_NL*-#6gOFgwt
z#LOsySIGD8BDOc(NBY8OnxrMs=X$nH$|ghsHic%7e}&-9wz}Xw=7WOEX)DUv`3BtP
z?3m!zvdx>`gPIUJ_@L4#`j@9sU=@#R3=4fjbTx(1!6nsAG7Zqo59~;|e~jWYgmw=9
zU~HZ#k3KM-uAcM-$Yr<HQoItfs<;L<ap+w&;|uZ{3!wly=E%=7tO*G97SnzHZc_$*
z_`p1nYcHeQK`L?Tj}13xm&4qC6sz+n0WIRU>pbD88x)Tax}zVV$S}wsh@8*JcKVob
zadjuPwYD<ANdRL~qdrvx{78{NBWOKWrk6x?2{ULQ6seaeIj>Y_)WlUxUs7;E{0snK
zi<XDsEjtnB8N{=;`sCk>I^QQO90*rB3j1c{2BBya`q%|{lImB1VHb3j%+T%G{@66?
zfu7p*d+(xKb5@k0ODG9uNuU|CY{KHAx2lH0U<nSx*p{unuj^I1gN;OOQ{fUou7mNh
z{W8mS<lZ*69<#YZSTf%(EkyxP!aa^yF>nZ!1YVmu!<z!&K;3b}jArLDU#*4R!pkvv
zuQ_%hYE^+OL~JARg)(5<%px-8-oQmY5W6)r>vFvzjH4&81B?j>mJS_Db~BkMab;g#
z{!&+huvAmB)cgP;!#=#7u&ll!KaUge9Rz1FXH`Gm%IR@VT*j6Hauz*FwKk&4r|PPp
zJzf~6dS~QmSL?2d63{5}hsi#r3ALD~=X0Il6G9@^Zn-x+6JKO97xZ@pykLSLU4j_k
zyHs^S_QDb89c3e@6q%F4+00s9ts%U%=?sbbM63;G6i)Tu%qdr|vp(wd7A-Y)is8Lh
ztIGr2lbD4AHo7v9>*b(BU3mOjwUPh!g#89G6#MZG-*u>#JOjKhn4w<6{F<A3<kvF&
z1zuha7K||ojBhMPAS{}t?S+o#HH~z`;7|Wt$oD7CnF9#;7cjh8Qt?2{YSbD~%W-2_
zSFd4s#77U7fKxX@mZ4LbbcEy4J~5Die=cnp2a}14-L#vFFKsKYpCSN$-m!A16qBt5
z<{yG-+GzS}+rzCdcaLJ?<rb;oUC=}a#&J8u=Fddeaey}%anK^u_OoRZ?F7EvZ33wl
z_!{vxKsW}omArU}Yv6L1)PNfx8amB740vpjd5%kU?MN!LjU5Pe>rH?k)f*<Z+e{;;
z?~ybPUBID^Qnj{CI%Czb>9_6}KKCmKFGJ*duD8~2FOCQQ&lI1F-z91*p;cKJoS#9e
zh+zMlO?mOOln{9NF8#wt<sm&3PrFhrcq_v107gl6=)Ee=3i|OgXSHJVYT|~gPU!92
zq)RC)InJVbIoa3*H#Ycf#|pF+c^#EURBg;HaU4j@>DesHZ3zMuQ3b5os{V|O@?BeA
zrZw)A^S&q2U|$wF%U3{%Vq%%Mupn*zpT3}kD6^s`Ap^7$noQgoKb=U(DzP(pV4A{s
zz5-HFZ|O_A1;JUx;lU%6DPWqLLyip!H}W}lCQ7}YXyq77*Q51O_n<BvAVOGn12nmU
z2sgLU=Ot(i%giy*xgov6M>}3xydfj>nH%M!rf^xszcscIO>&*2todwbW~Hfp+d?ZE
zQOI>D>>HFW6E}zIyl7^$PK%Ir+MOWx-s8Eb*ll7{X=YU!MDFmOQZo=UJXLm-=x)<s
zenFQCsx1IGO!tagqr;iQ;^ppqlvY9vI~s(w1|Y&A%VNYjP|gJ=D?**=)ve4Ze-Q1F
z@$-_j#AYxhY$$z)wEP|h0GSA(o&tLZFVBla?<AYIZ(=+3fYy|u74ZpYpHffaj&dKr
zK<DSfDz#~a$d!Ttf^grP-Sje_+WUfYITTwC1`H8T`_Hh2EtuXu6Vqky{<;Z91Q%>=
z&#ESTKdLG&oi!Nc#lVR$foJ-&^QAt)+eHz;3egyZl73JkM$#l%Ki-pC2c99X4MR70
z_BBSvKi~@Ignb{iQHM2sy&M7!!xlWCgk2O_c>lLFhnJlW$S&0@`HfT$goJ2U>doUt
zh<cRa6L*ooLNZL_#0|{WP%j){qNnjc$?nZ#ZMr>D;wCOMp0IYVBU+UTed?I8V2T3~
z0%`8bh14t(QV{CR$TeNuF^AP?#PK^x#SjnW)kW9}1KJ-q(>xsyEZ^?-Zw~qj6!$eB
zih4m0I?kg+`=QcTPEp<apH^+*-9^@}Cujg2d*I97t9S(YvnCKvjC;Ge70SHNCVK2F
z=7x|u633Hqlh2w@>8B65b8#B(8XbtgRAgss0cE1`KY*G0IYc5=w<x$h??a4lz(nTu
z37XMWtnL%*02Sj*C(A=0>n0EGg<R}kCUid<vt!l`VFs0wN(%DQR*nB3yl-Qh6~F_X
z^JtBadvAI|c63G9$%uP5#=}f9P7EOBVE}GBTf&7A^!p8KzZhBA;`#Zp1@y=es&h6|
ze4A#L^NcKe#cV}ofr8$&L#3kB&A&_D*-6`hCrY!~Pq=7&$feT)CrTHM&c?{g_aiVT
z&Ku<rSXA9N!xL(~;;DcbdMHnfU6_UCa;oAxPp4l8NQ^bk>Lv^H?I1;cnWj#mIZL?-
z9}l#tVjuEci??9vX1p<T=zO|;B16m;j#OGjB8b2`bWtLzEqHuh4+5q|ny|#wDFBD&
zJ@yu@&T3*y5o<`TlG=L{ai3ZoT}-Mq?+I9V4T#UmI?J$LdVViFTdnrrJnH(flIwE5
zNlWTRrbn8lqisYnB*@FyJ^&xZQKOfGGYlJo(F^$g?ku$+c@1RabqgNHxSY{SRa@iN
zSA5R^BiZbKRPZ-->|m)zr;BWU^S&Unl@n|vR}&LXi2rLWneb6>8yNPE@);Q%7+E@H
zz>mp;zV}=}vFsy-M3=;0uxV|=(Q<~HYdx}>JcrLuiG~C4v-<je@PF8WK5jbT8Xem;
z!Qe_Z6ymNSG1Fjob_bKHZvMu7N2o}7fHmVJ@{1pg>ET{o38DloC#D09xt`y@GDh^0
zMy(s%J4t}Kz>_jT@}zcj5j#uV%cC;c`S!o(vAiulN6H1Wz=?0`ra6J;#@%{*hXtoZ
zMnsEpyoG(9s2E6D+Kz-Q-Fs8wIt+zEvHd=F={2?zXE7r?-j<ZR>N`n)SQQJ}`#e_@
z8X_jbXpZZPDugQl#jKC#0xu*$3v7A+r&VA?%wK6U(G02N5l(jM*o%a_A-7x41XUQe
z@N6%gCyndm%9cYv&o@}g&d*jxZtILi*i*{U9B^gY1<-bPrki)^QBVs7+By1teDNaw
ziXcPx`p$ME?d*Ahn&E{y4$ughjWkQ<Z5&*>*5KEJ8JQr+mW#<~K;!D~zUi)XbyX}9
zW{}AP-i=k}EC$@SWSBG7+$$4GLa<S%uUh=zW3%xhi{uf9l7QO+MT@phHU#F+)Im<@
z*4Vw)Jg_n2^5to%zIcug#I~iN(*ovwh8M7I+F}P1iD(;9EPiKubBshm4l46jYP-DV
z;}R>^%<74iZby|QU>c(UDUqhjCyV_-E#S3p2RSohd_UQH)0R8l!mo*dxDQTW0Owq4
z|M+|#C+l7K)F%TM{hrXLxfQB++KA&82zf>r9vNMo%M|rZG<p>i`EV_;Tb_Sn9B(L;
zyv;k(yR)o-qnaONh;*7<oH|O6s0CV@><=4kki#k@YFL4Js>@Z{KNuF+t&XoakQkFJ
z73UTRg_cX&5AO2}N@EXy4y^!f7Jl565FswcXxGx75!eK89Ur*r#|JI_b&fh#O`H9i
z(@C6wN>6Z<1*OH!n%9j|tE~|j*6MKgwP`mBt3hN?5KtWk@ACkPwjQ2gA4%L5F`98v
zmI^b~>|?p*v0{{q<$?@Qm6s$B5TJ3pF5$HfBO=ncEKx3SuYwbM?+EfR#SxpQqb??<
zUT87j+_v%TSGq{%RqtFF4arQHc;J*Pj^^GGwxRtybz#MjZOr7M!loFK2tes1FxJSm
zIzaAUn7D_;yYR@=$wDsIFd_NJE^!^yXC|uI<}7ONrJH}b(i~iSzN0+-AdCUqxoO@F
zxQ9qf#6USQLnp1PcdpaDr{L-}hF9Jp{N7us17`DSdk@|8oL5_9SNvOev685F1G)+u
z!mh2<vC-Jx=g;LeNH;@lB(mM*w^F)nWoG1VkFDMSw|d~#zQt$epYc0ji&2yU)!0Eu
zWh9`&_qU=-NM<uWz|_BH`!?vbg?%u3U5n;Escn|}RW>kA#GlIoV{%pzZDIPi5{gEX
zK$M;u*Gc_Z;}K(5x=r;a&;a%i9HWG81^Sx#+xZ)2(<w{=04s#q1BRw!0dFydoi&Vy
zzTz`c=yle11Q-K@8_O_QbtCNu%cF}vW<Y4Scz7A)%G!e)UZOtd@kwl=eWeJ2ML5VP
zL#|HV4i-Fyh1vRl{0+xUCVXri$yFX|_uR>$Bzs2vtb9F@(Bi-7W740Ai8J}eV17e2
zj?sA_l?NAz1kAXQWKp8eNL0t5D&;m;5YArb+^ya{PN{!}R!A4LL~TmFR{p*ke}?bB
zo5S{pAKc!Q0%3;Nc|@BlwBq$q-r79nIsv_5uv!QOh4ScIG6%jE@?~zn`E=9Q*&B#t
z@veOcT@u)Zr6N-LR-B3TQpvH!YAknN<=~h>+2ByaGAj}DkdqXemWy#dL$e&wWg<$Y
zZuTgE2AI?v-}2#2)w_7>B1UmeowGsE_38Z88~@fx!>?xs(`cR><LmTZ+3z?D=T64I
z;$qJQC^q6w0ZP>@#?QYH*KK{kNoATiTa>*PzKpxS-xRM;aPfJ$?M8iH_0iujJYQyr
zbvX3z1)z<1!t-T>U_$*=qb!Tqhx6o3{q<RpWeig*X!tT&6f98XlT8o}3t{zT#RtsO
zW}_8PJd+|6s{qE2*4#_=XO$+>Wb5bO+6k4#*4=DJQF8qCke1T7>YIGeqPnF;QDMdt
z9R-3&bW8@9I;7yMip09stHjoe3iK?0M02>yi_u{1=c9BI78owI(3g=jp8&|RggcnV
zhjIWOgds9H11?+cef4@b%uaS|HZu32qy&*#2Ock@g4<Hn`vD^^75Vo>+47?tq#)Jm
zy@7l^B&PF-xxgTlq4}!kCeD<V?fffb$+!2}$CDtGn8ttwffBzw;~9et%vYf5;(-U?
zOSG4%cuKwrDK)}hSpj))P({ODC<#|T3gApwmnfTZd=2LZDMkp~<rAy7IOhxpXd*I{
zeWU>4sk`TlzWZ4L+~Rzw?l5<|7?{u$n_r+-8FAoiw1MGSJOVf!=8SzE`5kv(*cd8X
z;+mq}cY@4p(C<2XJO$1u3BzX?DKm_-4|sKq!D{@rs<OfxoXu<bN8N~{;^~-BZ4L`M
zpWVc+$gRq&G8`_0_+%%L+MxgNO@ou@9Q#dl&m*oi_@&?xMAPW=c@bg+D(@V3$%25i
z7_I}H(UMZ2v7Aw?cFl<mJhpjH2a&!uq%_sWeGVOlI}3?|dgL3L31EK~*hSoD?!c0k
z@5lr7c8}YozVN+j#Q_`;0q}b5LF98={z3H{aOvZ(2@J75Op)9uT~Bm!BiO_NlCzNG
z*Gr2l3UeamYx5J{pXrSC;=PCIHWKlsTVE3HMuu?O^aCs+p|&2NYHH~QP5#xdWcX5r
zVTj3Jv0|kyS1;-jt_mnYm21KP6T<VNOdRo(Y?SG<%bmGCvjU(mh8c5&oV_&WAl86A
zb$%l>a>@5n=mh}u-`iX?!huD?Qjg_?L-_p~N!|E1vuNCg(Al80kwVeyU{a?`&I~j^
zLcjvVs(=n%MMngK*1M4npwm+QG}>bw6TZOR*Vzp!S!`p~&0Lb3RuX(8Ui4STcNsKU
z>pB%Z461DX$*_<z&IBST<W;G9KO!kV^4uCw|1Fy4^^HiPN+qE}QjMUTIss2qMtPMD
z6R@j5<TGn)UNs7+t#~8O-eIMnXr4o#^%3c+DCTSgXm8DD;Yl+pJV?^|v_%AiMDbzr
zi>DV+@^EhBgnE&}=Wz_}+D@Je_*dsNNDC(buz=L#Igyl9USq%!8sV-uQI8VgqjZ&X
z%ilCEEuS2D8#68?^Upn)CU_F5-xIqe1kH3fB5qH*y53a+osxcD>b8^y*|et!hO!J!
z&MGiclb2zhr;9U4scC{T+_hW*nn<6H&OlL6RF=Ww;!Q%bH7X*!97jvSqh1B%9il5?
zsRBog_n)lf4i>9uGj^vAFu!$=<KQ&aauIf0WXvCGire1(Q|lQXMzz_Jw~Sk^8aGxZ
zQ`^T=lboF2Ix(EQuC-a+Q>FwN-AjD1#T6K$iDOzl)Iy7!LeODFeq6pkdgLRNvBWa^
zNoXWdzBa=nY*yGJHA!LCs|uA-sjcxvIG{W(xkae}OgjOE1mnYvI}=xHz39J%e?sAw
z2emm@du{{kTYpd2cRCX$tCkdR9T2{l$h)PoQZ`Rifl{LYJt|Ma^=HlKmD<FM%tQ<K
zK24_igy6Y*8--T}atQHd$O|AdbDlUzNr5B)`BX8x*90u!mbNdKp&?sNl8DFu#bi3a
z@s)2qmh%w>w;+ugY~iG^`G{%B?O;h!j^ATn<<z}8<q~}XFCE^2Ag&B#5KN5hTx4Y8
z8bR0rO&jj_j>UI{u<mhTQLK=wZ}KY)oxjc?fx1g5bdAvH&;#T9>NyKb1~B5&w|blJ
zZbs$TICV9tksOC$wDj`}0sLw7+=q_eO>`G&i{ViFa*_kYZBE>*aAvi5zevGjbvk@N
z35CmL6T4e?5K@nwry)na&|Ur-Xkt|1e0hhOg`tMFQ{Y2Rr=$X^Kret195_~jllOll
z%3CP|1*egQ!%?aLH%mp7_1I*!(WCa6KPRUj0t%Rg;d@GQajNB8Ks)Qn@O<$&gt`vO
zO_~$vKViff!uWIm{{RyU6SMy7Q3DdL%FX*)Qh;7C-v1a4_*2SO(z$VgA`a`4B^RfP
zJj>VyD*}!1tt7yaVihRbTrx*h&T9dUJ$J|qz06peRWT)ng+drfiUBIOKp(0Mx6%WV
ziL)Kk1B3-bTZCWxm&)u=_ZSi!@uJ^vpP5+mi-}YJ`PO{<!_~D5^w=v+)T#Wo#(H*Y
z!w;3E$oi8btPr-k$<Z3BV67aYlfVg|T(~8PSnSLY>&^X`=9oah4!G>VbuFKeEw;PP
zX+M5A4#Q(InHd|iq~gWTOWd$$Fj64y92_MbC^a{{x%c@D&gKO%CjqGIS+kvP=o1t4
zjjBe)Nr-?aLU{{c+>v~J_ihD)KsW7pb}DPDc=k+%cKi?wKM5o}7bs>bA%9O+RGEwi
z%Krc+V=swX=+UH{D3wLiU1zv;dfQct-BIBj_>FqDVYcPQ%JRrW&Bm;2QC`0Y2J(*F
zT&^a?dgaI7>4ZG(kQmo_n2LGvv0Wz&+a!lX#D?`+r-+s3TpP0@P4Kz!4N~f8WvSp>
zVg-1U<I5?c4W_?)b7jlmF|$lYL(REZ^n@lDwcf2Iy88B@+gSm)_$UaOB5eb1Cb0ey
zP4!Q_vrl>!Q>WCjtNfXBxn~i0;uId_BgG4Huqi8Dly~rO8?ig;(k!GKNZD69-c%^i
zqtY^J-?gEn96h>kX<DT=67EUTMed*C7b0JOKP1Pn4*9dgls6;>Pz-411^#3FZnA}Q
zewCP59iRfrY_TJ>WOGgPXV9TNa(;E%<gKz@9`204mRnyy0xM|iN*oLLVoC${08bu(
z`<`cWTRQ=mT2|r4fGlM3DVHZ!Yp+i6eZn$hJ+-b|r(5(nFo+lxofqP>m<PM>qly3)
zjsolAL*Q(5dZfhGqUs!$5#M!ck6)=U+GftW(FW!me@uZVE<b0Q3bU7OpPyKrX=mGu
z^=&O{7aW&;9KJB52x!DOOey5rMPqM}?|?A|N((Gzh=v%8+ea9r{_nYHklVNhZY}#j
z@Zt`ZH2|)_KTwh6r0FxAngd1n9`iAj61`#Xlg}A-C#bprmBC4$e8d_{xRDl_(_c2I
z_RHBg4n3FBBpXhPXubl<a}Otbxm1EEs4EEC<5>OU^Xf*XPTYsvRMIg+!9+qonW@$l
zZA4ZOUtlGEW7UD#bbJ!<PiT}oP~=hKGDcjX?*U5-)gfUrY`M#6i8uP^ksbWlC0?@G
zZS|V)2$)HqVy|#0jRHFit76xxVF%R%uSmRRYx-+F#@j9EgqNL?3hS1dYxjn@D2Hn|
zdPc~Xj?j5$^JwrOz*0Knl25GTJU^x=ePL1!AcbxAH=s0afqtHcNuhQis*&lpn-Fi$
z@<j^XPYCoT^co|PXv<O8nn?;<MRpXDXAWHA<(rWd#<49aLeas9qTbujjdOu00FDzo
zMkYs~J~M{+1Atl`-#)cWt}l?zv44}Bt^OkAIY_!Lt!Nj%+H^o!Cpgt8_>04KP9=Z?
z{4?1P?=_&ouUrTUq81}rLNFFoyNvA88a7vR9lU&-&EL6Ed(#~3F`=8h@}JW|21E9~
zC!)0DW&JYb$14H9>tuRJP&^EggfePg4X|SzBdkI8KQ&}55AQG41?U3cag;Ze4O2DJ
zIF=TJB_2YKme*5*{m8Ox0GgyCd*j;}h0A9zs&14>OQL~)aEas5KRg=sM?l<StVgM1
zl0cssV?(wbjz*nr>ldHENJDJ}`3~LC6@zXW^={UU--d3c)B#YOm+#H3MQK_egcu^N
zP4`dv{sWJ(6sOXgv+(b{1JdXEg9bi0ep(v<lMs>6M1Zo;SZ;zG-RVzg;FJuvk;9q@
zPLpib$bBIHh9a&>Mz{)Khdak0zq-;$%>_0E$KfH)&!u!qLRnBkRI6D%O&&`ec8g?v
zM^7SKq3mpBS>*spq+-1l-`LEJOj6;rqVyE7No$QZ%1f%s!(5()RFVEtEtw1K0>~E@
zD1Z_#2fX{hrGHY3hyM@`rIRCNq))ZT{TTT@Nvqw-n*lXiQ<G&T$fYP-3@68~tRdV7
z3Gs=%Q{()El(Z^*R4F#i6UBeyJLC3rrKzqkS1^@_!^<-zQq&ukk@R}ooXwMfk69gq
zg~0ky?Pl}XmQ1)lz^E!zYaibgR2;KZC{Z^ETR9T$q0|efk<EyOU=%^2d&%+z4q_>V
z))^|UG05&@J`tmD5Iruut1@ts9CMpw3E)=4NVqDq!_P0eGZfr!W-9jKyxIr~$FjNv
zu{Z>?!Szv2rT+cBU~I&X6O72UY0>|s=I<Mfp-IW7_K7CT$^82I7My>YnqWW4dN>xM
zrPr#3h2I*ZbvDh-deBVPwss7Mqvd4RgUka#T*~%_tgGkwwKN8O24&{+*R8im55gtZ
z-1XE-fY_iUPFmqW*xwQ&cdB5`j3yH12**pLB2Cx9$yE19>P^;yqqh^Z9O2nVpIusN
zbV=2#ZOJ3CzT10(JF%b>g;lA;^F*fAbB7I3;Dx3wXwILO4>r|jD}bhZpkKR_#(0$n
zqL{ENsUCB_Jmv`}MoQt)x)D@AE@UhRaJ5T-K)v!Yqd2F&ZjJh}Qw3cd4Hr>PAQ6c{
z&fZaV#4u!Z#z_=hSqHzo5ho*;Xd!e?6>T8D!|}DlpB_K*)R{PI>TL%_xKaA9@g$ko
zi4&dvtPdn1`FX9I*i~O0re}XUMBAu(gsMwXLCN#%q3HgKP5Fhi9Cv<*vTBPG(|hNo
z^{5hR+&>tO<04n|)Y^;9BfC_&4DxYWt5S7;vy;+KMzgQ9;@;f0oTz+-33T6wJ4&_8
zAi(dQY-$BrC6RA@j?gYr0!z0Q9Bi=8ml|MG;=q~+^9{oPz+~DT3(B88mpG}X`g)&D
zN*l+4-7mP}Qg?c@O)SZlE|%NwGM*bba4;?vBQPW70%<dNOYc(90t`xeLDWEjg*)Dj
zzG7K4aYTP3nAtXII@OF^Z>?4vc6ZAc@K+HHZuHS7cO2|5m<(DbyJj6=V@uLr1wZLE
zySG}5*~#fF=B7#OQ}%fd=&xP_T0$u3xm3D6mcjRT8`paqO=HQ-(|1s%LHg<vYAKmJ
zK-JA};KjJcs+RjKW91#xG=rTUX#)LL?}ScF^eSCCA8r*GnD(MkCU^(hLQ>~ef-{qw
zkts7J&|$TcU!-cg?D~OgUC?ZL(3mJgUK8aNj7}$Cw~PWQXnN~am~n;!qwBd*z7#-J
z8{{N(>(Db)5ZU9%{#HJtr<^~tA=RwN=!NFZcw&-yv5QKa*xiS`D~+P~&3V5k$b=^c
z1-EcrR7qkZwe0juNm{oH&Ax8RdzD~7nMz@&Lp1}gg@E%4v|Y0&A}7=LZfWUEP^odQ
zagAHr=S%=_TioTaPaK5x>4)vOkk}O*7r+wkK*xC1zu;8!5+nXp?fu0)2C$$YK}KYo
zSO!j!IhoU(+gbSBoa;(oE7v^Y?K686#yyl<H@Pg^+Rmc?vGn?S|D%82$NhYTK#&be
zH&|z}?Sml=&!cT=W@|GQvneeND_vhBKj8-7>_93~HO>tOq#ym4sSyPO8p%P|m&j7$
zvhAcAhQn)~fuz+^25ccr3H{37JiI8uM&BK~9jzy;e5P_HqHv&L6ri+cDarT`)yCYR
zG+in06r~OtwTXXl4vG0jrjtEUxmWIR7hh5W(5u5mpE&zT?^%c_w#gVJr82hXNHjG}
zkHgg1E`$=D`&4Mnuni){TYu@cO)WlpjS~%6k!$qqy7h)E$gHe_wW9?gMR)UJwyvyt
z6ry_z72st1Eg_|bBX#3)VWN?j0FiRKqD~sDWD678r4CMggX>W|IIs;32tJK6Dlcj1
zO!W`I0YXObY^nATBZOxi?IL$Ig&0=HOW#HMyA6szs1rqbsd_Q0i)b(B)I#!nCN7J%
zM~_aLxs|@qu#$7tsdt@@?ERwV-M3q&<3;>jr(sx6;yF1>&1jJ`T5$4NqY9TtXXItX
z^^po7?jqL7Dasl9G(>hT7>1Zk{&37QT!pR_DEX+D50N|QTSnK+s|<(VdO2TR1BkMG
zJe(zZQhLY9tuH54&!lm?)=g+Wz=%9a>#|jJFIDXG->I!d;k9kCbg=03ao5o5vWN)d
zxB{RHoEbo33itONHlqPP3!044WU(xpon3;@W;#h0xZAW^WLOAKCP%tB?5<bxBv7(u
zUcihr*P~5}+bM<j+Z5<y@}pA#AI{DZ`9ZA+yP@CL-9PxNH*VmS0c<G?9|w#Aph1-P
z2mvhaB(jV&;E7K=$V+h-$+Wv(qr=(j1WJ4?`A8Oq$Ar`xY=(1AP%jR;1?qF0S1>8?
z4R(fCpn7*hVqA^2Q8(mrfh8_)WxN%5rbC(*%N<!JNo9)?1n5xqUw<`LLdlD0iIGKq
zoTwy>wQB6ztl5^3hDEGsz-Qw=6lormhlv&|lYqgNr`TF6d)&x49WTXgs4R2xb5tb-
zF~VSRu+nJjT^Nl|)yIpZGb3VivPs3GwX>Lgl5=X`oT9R}FPgYj+(wQ^xU*WWOw4)-
zhvHn4$wVL;*xD}Gk9JXAt&JkOTpe2}kDW1!-@>}o@TWy)l!Jn(@pKQn1BVesouzyh
zG)p%|?5c6GgsOT^Z!r4G?H#S5h%ixchhb^<w1ngCWX5iS!&KZ+w|p9S(L@Fg)6_sR
zOQ|jL;zJzdMvI=0=_v+pPN)i-QCgsXw6<q3x*NhNCyo&h-n%<iPy}B@C@0b+yjEIH
zA_Eqj=#N$TI2Tr6B?4}#etVAE@7;@)mK0%gi0z^{P{zcyG1wBVEoLhCE7JFLX<vX$
z#@j^kp^U*O)rkk(r9^Oc2f5q`##pdWbIE~zKtH)Du)+>BSB+qm6crLXJ|!e{vU&A1
z?oWz~bg-K!c2{4jhgDnzoE~7tT5pdVe#+q-N+vs_f{9EY^}4%ccI}1ovL-pk=KV|>
zt=(H(`YHAz6-shyV_Kk=Le#I%JpIY3ti8d<zMH#(u0u&jvJq2qlLfRnOWKY1h=uom
zmI9Ddw-eetlq#{xnkjMzh8AwsA;PftI}l3kJD9vHRrC*RQf*iDM<ll2m7ZzI4_3bs
zzZ1>Ry>D@bQSwCW%fZpP|61{!&53#)5a_Aqz%Hxni<`!oIXYUI;D5Vi&Od4L_QUlz
z@7wX!_#nKm=^~r{K6)Pn<{ZjGvmeJ`^=l7LLx7GjA)&&3!RU5~P!$a~0Bk^$ze$;a
ztKc!`ecP}X7x=3O2iNJ8Qfv9T?toTKk<M^66p9%SJlv_bBmeEeaMhiJjHzwzL4yZc
zy&Ndh-OQeH8%~09$nnhuXS2qa(Kg$OcgTpM)&QCVKKJOLBldCkKV--B6R_QQ_88p`
zG+Kv|%p_xv63&k2SP$^XK#oPyW5xJWZ~bFEwN;(74udriF{54Yh~Uq7<jq~l$82rC
z&S`_=U0zHFLyAcQc8{`5`c$HAT`YX&bJ0OJu$|nve4wn_-?qeW4kYJFLCks!jfUQw
z#BKH_92bgx!S&4WoPSXjd*0(3yw;yOo0hCjt}N&ht^4}66s&kQEZX(zJofP5F<gWO
zWaNxGNoXT5edOtww5_mUju`+FKc$p!({8<Kc5vt3aDbBU<xCD0ol>JqAvz`*<=5p`
zp|!bPc-&R_e*snlsr=ne>^-@!M2he)|9cJoS9t@@{c9p7a|B0^xWIu4cwo@lNc@yi
zKjY{owcdrnTnlX|x!90<w5)epByRh7<vmbk>(JnlvFg5pe?2!(uQt!pOhqr}`HO84
z>c^vnn|Q@lqn_kg3_UkMNmb;O6j89fvX>O<5vTBP3Q8*8uv6D@kM?_-c8J1vCmDop
zAZL;}t=y!)-zV@oO^*jLe>wn4Pn7syJz+47JUxe;XI~rnx3nX#FC^1SPGcYlh;+HF
zsO81%JCI!}aPcBvSkh8~-TuRhPzsrd+wcToa%Dsj%HheX<a#u6t$L|$r;Xw>s3-s!
z#XN}GA@a*$RFWJ>7YTAh=_9*pa8x*t`tm7VO(3CT?#2YBH|9s}i=d~7u=8BWVWaHn
zy~Sg1vpp*Yuz};aCiu(FdxDqEVIxX$iLRy$)wNip@8-W|bbfU!`*WHkzq3frh3+<J
z{l0oK`C-gWkhJ*Do_D~I7=PPkEl{aNoTo8#3m~XoiNnQ=%;ijLg~W>~wjrcDLZ@3r
zwV&Jpj;<l23#TiQ+PYqS4UUN;C@zQV4leQyXFtUa%BY7aDO=V^0}srPrq>#8lgU)z
zHvBrsqQ_F-_Si=OUf2!#i|otGdIHDH6{%mt6IR(%_($i?2Ixo#jcoffal}}z9t4Fl
z0b7(k^9;ltlWJPB0_?WXNnn8?T;R88vl!BY>7}jP?+dbVX|NM-C%7fcxNlp8QEEew
zgc-hPhP2F%Mq!uT4pN0iWBb}&`I3BRdKZE>LzFMy4RjS7`r9S!ZsF{LE8peRUef;E
zB~K0cwggPHKt?)pdgA0LOx>dETkBHr;tlAybXeUps8M9PYW-%`BQeQ}Sg3N71<$WJ
zeL^sNpL4IX@CK{wu@B}yDkE2jZ^7||*tMyG`o&#ReFo^?^~Aekqn1rYJUjw%)5;|u
z3vlr3^({qk?|X@suk#{SxcwOd?sdY_E5J?G5jP@<Hm`CRU$+`J8Ft>KyJ~+v%nzkB
zL_a)?qwU%334-;^kW#GpEo51aahA5s1JrEal4c$R1PX!g#W*|Dea>8yK-)yQ^dNUR
zU{(rTDp4Ux4ijUgflz6E9Vhk1|H%COV#E&v5l75g2y1Y|<z=>13T19&b98cLVQmU!
zZe(v_Y6>_uHy|(|Z(?c+JUk#TMrmwxWpW@dMr>hpWkh9TZ)9a4FHB`_XLM*WATc*I
zI3O=fWo~D5Xfhx%FfuYVG9WKZWo~D5Xfq%%ATLa1ZfA68ATcm9Gcq_JK0XR_baG{3
zZ3=jtq`3ufTw9VhC}y&lRbrM(%*@Qp%wRDyGqWsaX0VvSV#%_YWid0Z-|Ow3?f!Q*
zCT61|GVVR+OE{Td=Dk%#POPXxFJ$UqY$ont??TVS0OSV9TG`858Jjt|SlOGY0@xT>
z7=Uo(<f>LKwr2ma2}iDO=HzVUV9)(8n23{^k;|VIQ6rZ>XgLRafV_hnfSDb@4CH3v
z;$~v{bHT*?PoRSnH$d3I7@%rqZ*OMr0!J?5;OOaOWnt;^w<lK*z`vXUj6DI0mR7b_
zj*b9H27sc2tu5WZ;T0Us>;ZqB0^n+IYUcFErjwmBz`-0~{s-#dZe?!)5O*>&1E@Hd
zySN)Unf)<sVrK7b=FI(XW+W740aOxZ_GV5-wg5#}V_Peee<G;??p7|Af9(Cql$nQ#
znd4sv1sK_z0u;n$|IG;1e+BbTU50-H{C#>e(|;KJ3n%X2WMKxNvUG8A<Yr|2%Z2%0
zD-6!&4EAO&)c>Ze^2hU^Gy+-Z{*tVJOSZoy``?n|Z^`+$<oZi80slQ!e^!|2{!s_O
zKaToWEPoRGUy=L;0Wvc)|F<DA{)vfP%-&SQ!Orea>73!1fB;h~6BmH7nT3@-9OGZ6
zR6QNd089W=GxLAk%Ne;iS$P0-fDAw&69D+v=U-QPe==g~U~lXBUvPONJ2L>If|8c3
zyfW>-v+`dUVPOXkfHyr8kdqle&&<XFU}xfB0x&T#vjKen-J+tA)&Ct4@W0fh?9Ckj
zT>l8%)Yb8y!Mpu~)&Q!%X-y6IcT4gPE`N#&p!y#$RQFGk|M$fFOZzWA>H^t-|L>Ii
zv%~cN#mc``{|_?$rN!`<@&AT~e<}SpW&ca{FU|iA2mgzA|B+Gh|5>yD|7!97bz}cG
z&HTS;;r~_R{y&<PQQXzm_V1?nKd7hrpBxo8va_=F{2zif%>J4S04iYz2b=%glX5Zo
zlPMv43)_D+j+L{xm4}(BqLquupQIVtI-C7tUG1-;*#7aL=-_PicM9pbIR9fy)zZqu
z#@@`?8Nm7vYi574{O=yc>`fd@|Ei^m%byY$Ihp=z;je8IS0|@G^XBi4{iFNOdvmKl
z@tK)<n3=$>{B$tk39)Vr>3XUc!gHrTm;yU24lxa19$_=W{dS|~HS-%@3r$wy1@(FR
zSYTC{BOW#1L;B@{O{7;aJHbDc!@Yh%l@AoZ!w@dzC)v+KQ43j;ugIyOkkdEkFS2BW
zcnw;jP1vPmzw~_f1Gw#Nf4J%Pfn<_cffkYZjNw>nt;!rt<P<j*GS(!LFzpF*nYAJ1
zffF|98V%KtvbCrqV?cP04+lFLF=*OzF)x5YjxC(U^QyF>w{14*rFwdJZ_h0fTBLNN
zKg~Z;TJD7Hly0)<Ma$T6wO$&`7C7|o-D>Rk*w#qRB2<4_&G#K8oM&t^v(;dzF&MMM
z7<WqyekQkGB+*px$4AHJ<Q9DY2~5^cegbiK)AZ<ts9X8<wKhOHF)B%5DZR5%{e-B2
zZgtVUSlm>ZU_y9OZd`;UDP<1{xvEt|wuzYIC$<-~__zbh6qqg6kLB(*2VajZ`SXgx
zO*O|nIKmb!`yU`e0t|~R#~s>q+!521y73%iBUqtz!ks*Dn&fk4yNX*luveaT(=KTE
zN23(CqrFQAD9JcCQaZz{S~NO9rS0n6dOUf@PUCi7_b!8Q0)8;Vi7US{8P5u4sMrrw
zwhtd^T5@<4zguZXbD6MG91N*_*Mx5KjvUZkF*xP}BxW$fajuVV&654w9u$&DqZDzU
zy4eiGF54{}$A=NSSAj!wZwzEPCsvE5#$CM}VOtV}6rnlLGi?x`Q^88>vcsG)i|y8r
zNNx7JlBovwdPvGQVZjRLd)cx(81#N>PIs!=^l!>26*Mf#*W}1H;^MBuAi8-2p=t8O
zu=in=jzU}n95m$AmReI_wN&6|YEHFzn+QS|)?dyBbqqvzk7pu;l0E3rOXcBPEOU`e
zbJ)eGf#i5RlRQ`s;?(@|OTwgyI7$7)^`_@p+@#kF!-(tSnvlLZK+{%9%G@F2)Te63
zIBF8~>t~j`mH?(IcaW`=@_B*sOQ%5;c==4LL0&pP6u2E_5gve)V!<Anbno^Y?p$G^
zg$r&;V!Zxxw2Hdq=ZrDDBWOQz=1+}s#2?F)_O(k3mu=M-=Z#UhZ|1<wp$j3@m#671
zo{y4v<3!KR4`hyD=M5+Lh*3KY-L%UwYVZ;Sc;d|%gvX18c3>!k56<>nC{5d9#2ms{
z{hM*Uf*OzgOI$5f7Mh|if?}dA+xpg8uA-eb)WMq3UD|Jiyiwy5LsN(%d2oEL&9Xd{
zv$)EjE=A<KQqnF3ri;17DF8jB@M2m6JsGQCxz|q!uO`hg_dCu_H!RXAZi9Ss0{RO+
zQNL;cAU8o?u=HzhS+BdJ0&k`3&3KYz;_wXneJhU`eFan`pb{plP`;NGB!Ef{4Mg*+
z-TJlLjb%<W@U5Q+2E93+ykqoWuAGhaQVlMg|C2Zs2PbIfQ6GCqY~yG79zqEBHccPf
z1<_^UZCWU;X22%SNrWpaQK=V`N-n_Z?Xp!9B=S>Xc@zCfME0aqK!LWxr(yDFK~yuK
zNY|*w$|8$OQf9c9VJrK}cIlTw8oEEfy~5Wqii6J}efZ~LqtEVZpWl2Dj+FJw+dGX?
zp0SS0@odPlE+^fy!WlGpPA$Q519VRzZUb<hBy_7#BNxBzpB*>VuKbL(IzBuY_qOxo
zUZlL_h@6H_Epd*~gu)g1PJB71G=JR!UHlW)S49LbH!j{jvLgKLVuW~MJ*Y|7MHLOr
zg-+RO?H=~vqQmwq8el91UxPyOv6R=kYm2O5@I!wtD(0moOi=5#@r`hdp+GW2M3){u
z8xE9i1?UA$HJ^%EUifTr2!<f&Xgu+g_mPN$PVeF)*VU`?Ij^~c>oH-jz!<oy)h}iC
zx5?{zvIOzhmfGpkyFXD+X-%B)FRAYq+bT<!NSK~KVr>@{8hML#tZfL`lTu67IAsGA
z^C))d-5#qVYbL-G&R2x7YgLgyDfh##{HAh$qYKs&mXo6y_>IX4N*|C-eObffvJ$V>
zjmI7wKp&9Ghqh-@UQq9GSiQ=J=7QDpH93cGS-5wzjM^YW1;J>ebQ?cnX(&AA9rA=E
zZE(S@aiMv{tG=g<<NFppLkpu_xJOJxy+tfpX(UZ&ihAORF@b7UBeGBktFtz8-ILGF
z*<nsKJ}31>iB*0nisd;*!|MJfTF;t#|4SAt$zoP}HR@XPiZg<xW(FCW^jmkHmp<sm
zI4SY#1h?Fb9KWswH1aL9dTq+WnIR<J7+uBCg0?ETElv61R;U*!?$p)8_w*(lBDlj}
z7KE87&`w+9L89A<IOu(vC$1MV_M=DgrYO~S%sn=RW213<^47zIF9=-07pe=6oKFn5
z;>pUeDw+WomW0kb`%A+6&{<T^NEtiFnAt~QGO6}zWZ8+BH_Rt63>-`!YMYFkmU?}P
z_yq!$WHOztYB}etSGrhm(*8K6*xwuTezb;=qZ%+cqg7wcmH+S*=t^_lGVj#}BViI=
z?WqHuF@%|iOk9Ff0qJWG#O9{KgYk#`9$6v|E=2%>ve)x2G_}QbGGqU!f;s_K#REqa
z-`zV`slAAEK5tjT_@Gp3(1FZzzSKWAhz=eGaX3hRsa9l*738Gj(e#udIBq@!zvz04
zVxeorW*#_O5Z_=egk+~*M21*m0KsCM%%CA`AtzpTDrRNP*D)HPj`|pq-D!AD3KK=M
zH*u`%3-Povhex=|_>&_qW{@Zj0(7#YTrcw&Cj|l^=f8()$xb79t&*ThqpB_jw<=#f
z5twdF_O|iUPk?@%Kx6u->nfA&if9!}oUnv7N}W>Qnyweqp#db70OV+o)YUCbFS*ua
zHT^Y5c=$R=_2N6e{Dfq)@Rkd5(GWFZe0-lX-bl*g)Ag!}xFp?@ZCI9*FcSu0$`UBs
zOYza-ws|oH;67N`mc-LRF9j<g%hf<gFiB~mnh}L()!^3uI~M1QoW)q#*OCuv{<4|{
zL0nG=R-8a}pi4&-OQ_0otJ8+QMC#jxn?TLBD91iDhF#Vu(o-#Fz6zWbidS@`yYdwj
zTx8-IkF`#YBLe$c^l3ZXd{@`+(J?*J?jbT&c$r*AjK_eqWLNe*Za$TYyo6VNYUU^j
zo=a$ZawtgJAR}y|zVWroXD5>7djy9;!(0{GZwdq)dO5IxX<mHDP0&kvrcDnjQ!3y#
z`0`Z!5z%)^_6F$`?#RC#H&J*EBW{LUeIz54l8Ht3{8kd5uTVQED@y7k(6x7dn-j;y
z{SNiuE&#PO=$DvH1S56}MA<L9%WQ;d*CH<`5q4<&CLbA2nA57{1^LbB=#sbEueJyZ
zAIAnT^!V_2E-JZ>=QM83@4Z&S?AUf7nnjYgiIIso1PSBvc_XT{+al@D#Cuz*c7kGY
z)SUz!DB0V*ryZ?Ji6LmJC%N8clx(&H>xpqc#^scTa4KN05`)K_a7PM+`6kiT&p~3t
z^PoQo?*uAd#hLiqpNCoa^-3r9sDcQ-=d!^Q<)yMlhiqr{<CFY{>321Bm9W=HB*ovc
z#9ihv%JYl8@kzcmPidLjl?0_v-7_+cm_sbD)7tq<QwlvEN&b&RQSY?Gk%3uw+fuH4
zjY`J>bUj(B=o&t~Q2r?F6~WCFk;B)6$LnqLMYEzu9i8>cK(`cKC}VqEZPC<<hggiT
zeDn%wGa`I#9S-Pd6ZU?)MBR`egyrlS0LlE6Xp4xRt|J@JgRSOt$f4h#suEa%bwd;C
zv}E-gJ`ZQLLR+8wz#-xw`7EY|LQP<z+zsTc;3+2(NUoljJ{ou6S6mbCMH%It#J-oE
zQs79!bB^;1IraiK&JAp532y@;quh?K&+GQ6++oZFQ?pN|%!)MseS88+@@=Z0VT8=U
zRD<}lT!RmE559;`p`cm)@$10{a+>eFfoB!`Nvw!>C&vwqKsbw<fL~JVs2GfAM7M>i
zl-kU4sTbI`#jE}#IVeEu`;YUv3$UK*If!oxo3?wgr^qUypSlWedH32TeFxscGu9Fz
zxN)tVdE+|3sE2Q%*>dly5(Z15A-W2>X(Wp)hCVRpqOq^Vn4@Hr>|r|u6vLUwm}~^8
zVS__{9Ia$4z+!&N+lz1osUei}uL+E~3wVecIt9SFi57B%#BsLXLKp{Yw=!e4O}pC%
zGnDEC<Hm0@hbZ1vzt(@*In*$c4!+5kOVzXU?zAA4GSr#9HY1Dh*?UX`;2U=;Yuoj?
zhT9hSGVwoX?j_aQmWVwjJ4I!N;Ej?fsk7JbepfM(S1ty`!4eUY2v8LHMbD&n-POn<
z9F8*PLS~a{e1S{E&&s;oMkV!6(lcFuJgnVSnFkAO(poS))*6#+c!BebitD}rhvfB8
zi!*dm??cagnKVPBR;CQn>4n1KtN9Hb7m~FD%hw=_=E%58ze$~6&4Mv)fY!>n;~QON
zp-%ySgv*85PDLetZlQb>1{&hu5we*$Y1BhC%zAZA&y$#6i46JuNLdi@!`mOp)TQ|b
zb+9krA|Aa_VS`NJ_*>iI^*Hy{tPTPmLms}2jNxXQI8c|+kyP6R1}RVCHk$30-(9ps
zcA(Rl;YSt7?q_R2V`7!<BtGF!3+cReOIHe@GNVkUWYXz_g!9hep)}2Y2Qeblu<u#&
zr0b=8Ozse_AO#{jR|r3(cmFKgz4~`p#Rp#8d~73dAj}mGS_)g7vny<R2u<g}kBox=
zkT)u3;$-s54-*l|COlj;O`|kS?}8Fvx5?ukuF`82oNcv|v#xNSFK_|t$GRFPxpoDX
zJaij~!QVESXQ%|fX>as-vRsRcik@}IJsk^%QX)R~dYu$(Nusry4Osx86P(ujgOO-e
zW+>6j-ev4$)ee$AxLJ8OmnJ=FjvYTAD<9UzbxbdY+`$?1{lh+Sx>remHEU^z)7Y>*
zc3!_jvYD=C@zmtj_1U^hB$}jF8`&7Tos*h^oc<723@oUy!1(^oP3X|`9U7^2-Ojx(
z&bc*`g|CJ_Nbikbh>cdqLdaZvk8G<l@KdrGXL|=YPRT|}33<(WRCMj7RJn5ja(e1C
z^rje{jBK|Gf^ne)wgo`+Uh;sNg87og<!;IWummG}pFv&qh2QLi1Wj5C?`|`d8=Tvc
zeenwLMq4i4rGw<cuix+*n{p~QTFjt13zu%X<E&8a-Z<D%a#@8`rnj0~;4!gXH}y?K
z47^dOrOy}#Fe?KF!Mg@K<NPxM%w?#B;o?J|W59uVyZNQceOaxwIJj;IGIR0Sj;7R$
zhLF=&)5Y>gSZE3LE4g5UCDQE2e6t9l6sboI@rWXEmC;HY_78dj=zEBZ=!pwC!98RA
ziLxGF()Lfk=|!d8lqkuGlNoASRqLp}roi`oI;XRcaIZFri{R-8N%zTA=g}D#>`9@l
z6`QAYn>U#<9AZ;fE3Ngi2u%M>HHTZaJt_X}MKa}a+YCh{;#vzLtqzHrfu=UQ-`*B{
zS<T26gh={TaEjxb>#M^lab4`&x%^f%UCgYb;Uk!DsmGyW&GqS-MAr;uFHh6%OppK~
zo*bK63XaMVwP*4+*Y-(pJ6hHG)<!W|yx5bf?N`oh4n6?z0jVQI{dA04BTfx*g^r!>
zYg$e5Mq8=Vkt>WKGeXULrnY74v??w)maOC~;l*`cP=-BAc4nIatgwm!KaWv%N{vZv
zk^PA)lH}|&#6sv1Og%Msu6|w@TQenMV8dH^kLrQjaN-<}-R1&|@RpXYq709B3!W+a
zaS7ktXxg=DSt(dW)(@bY7>ofy`Sk_s^*eB)aG7oh?+xb{<zU%M_UD}MeC-f!KF)GO
zXrDDsIDv&!1`b`ifF|tdr7VeoP{3n<dDVV#MlRH=^%)SkJ3Z-s!Qf_47|{5I=Wup9
zuz(#<3Bj90=t!mDZO;~!=O86nIK<0zACuj~WJgQ?v|dbFMcOWC?sd5qj<<%Bl5F{z
zne)@PoWM+uA9tcD*4r5IX^5K21kLj9D`^*#ul|xAI5xQ}m5d488vj=Y8G;|4Q37G@
zQzvf`54D0^wc#qWUk<X2RViB|rN(mIU=y8BHg1|eQ393rTj=#H2BhhZ>Bq^1sKC}}
zZR2{#4qwi%;Ggdjg9@l_VKr#fehjUw@?d!tUYAmLIFmnN4|R5x4^;d{MiWfj=(o12
zbd7QWc1up#HYao4#8dGTazl=<Z4-n%oBjZ5{-m4&O<dh$X^Pt9Zn1WLqxDm6Zf6B3
zbO}{?)P*NQ<`*_H2ni!g8gAorik!L8HO-sgW$uFs`8;De?v)z*ezVLF**ue+k4Qx>
ze-|ix6@4~DH>h;|eFUoE&i0C|6eQAZimCUaB4%%gqjc@XQpK1M7KGwuRcx5it_aE{
zp~@PRW%RmUl5A#eG+G<;fJe!SJN|f&=p|Ls4Dw5!x^GrA>?%p$J&=6prE^6)3o2Yz
z=kbzkE=yO|(s<qX5;At2%393znRWe|oVMjY+*HBBb2bPocH)YYMTo5nB?SO_ZZ8Gh
z?#d8N=4lYGkHJ6IErJMJ5}`f8Zu0AJ(RSbCQFz<R&$grxQ3H;Yn#dt3!Hoz+n}&}-
z#LOL{I#{D3KcmXY%a$Kn*qxavzS(uAiQsdwsZonjIuE&u>s-NGtfk|Eout<x>Z0jJ
ze!J{_I5(;D_-8I<YF#aK81e7#a!Ohs6qvzw%Yw_p!nsv+313^*><^p^=YMpGlZcmd
zyy<hek*=f&f9=m>i5u%8ahQ_K(i%u2UO{CrO<Nz$3)jZ*n`s)sYo(R#$2RI`f_Zpm
zLlw@i5ZjX!Zp(g0PU9(F*8J@B&*8f=X9Xj6c2<U>@)cnh`)VwoQVZ^qc2q6j_#I0R
zGisWRL1~KCr%Hd(RYQdzKLel&zjx+k5$oy1?Azh^_-n7d`)79f20zeX?7+%JT4P8Z
zNdq);4#5wFlwOy-_4Frn+;9BY%lI1o%EHx8zF6>*rkHNQLAc!dZ(xMkaR9__pV~`V
zd5fHQwkU`|iM{9;T=-H4B{owH$m??QGjXvsk+mY*fexyYzGrya$D1~Z>V6eW`jzOf
z`nO6T=gQ2x@X>*@a+m$K$yWoqX;sU=CppqxJwJ<p?mHbJbqC$uvBgDEv61kfg7pdh
zJnJ>UZ@*+iAMS#2N54Bc<*q;Od<7xgo;d5<!yqNtaEZyMCvG}+g;r=xn&}Y*_aFa(
z$L#c}{-DB&=@@$OlwBZ%bpZBt=vfJo4+o;8;6w<la{Nh7Wzm?D?ofrF5Z<FSYT5=F
zD5vs-GuSFH1}xx@TLX#dNhVdic~5Y*bO7P6GlWr}D5rae<~<_1oUK>3@4IN0>5=kp
z5QKk2Wx8uq$U(veN0l{4ci0KKHmWnZmw0%|ZDDeGYBsSTstiSW!H*ai&=`wvffJ<Y
zKmYX3A0=%)eK1k`u*AuDR&82q+HG_dUWgxDdG)gibezMH!!teMEU`F9rf<Xbk+|r`
zHcz`c5^%Jr9L}=#!W$~|-kc)Zi`bJOPQ|v!f5i>$$Ow{oP$I&u-Tu{Gq-k3Wh0bwP
z%)D3&e8KKRE?_Cqa9EgJ32dQqcaU+fBm<}YrRros9P75CVmzsiqNxGnB!+d3rGSjq
z=H7|fku))!6L%qCYF`UTPa2*XDS=gA-X<ZYmwp#;+!lY=X!u5URLfH?K*LVgqBwPE
znAz#-@YM7y>9!MowmVEaB}$`Q5UCQ<`R$t>4~4|sm(rZt8rbq}nTYWVL$Yuy1!Z&{
zm~r;{y*^AN$8{%b_uTt7i>h2&e2IrW+4iJv#R-w7lm@egWPCq`r^Rnbl<{C(gS7|K
za&AhEstNuKi<5-8rY^~54gOvU99vlyGp@yB3=B=9reR<|u|=X9b)dW-1Hq9~_m!Sn
zWA`jfygyM|g}jAil~<PI=A)HMy(nyg4nlR>!4!>AWO8|8$9weoG+6N}uU0h3FA>W-
zeLxCK7OCc+dxZ<W!$k0G@BUDXL)wqtxJ@b<)#8m1Gjg+GBJJ)RimODpvPC>v7v@Cu
zo?ZC;X4#T-Ttoqmjv|$E8|#RO#$|dtG_7^Ebu!#G=6Ab{QvJ1{-1_oFqFd}CA?Ws&
zBagWEKxXf8^ShsP#U|ooFs&9HZ&ixxtE+CgK&M&JifIVq;U4|&$BZqK7#YTHroZp8
z(uuYUF@YbpMb1U`yuSoeO_mR@qki05Ua)}B>cZ=Tu$uy?^Dml>H|1{XXo5qE#S}~E
z4cPTQ@RNw6`O-&JkpMz#$?2f2l{R@TyqY4(cDk|px08x<E?pr$R>EP1CX*S0dnL6^
ziqZ?)7yT3Rhs6$BL9$A*;@_+NT>gTjxXN2ewsVNJ(qEF!B-t}iYJ$>iDq1j|zrRH)
zf8+RtRh4Qui^rdAc@^d;$LNwAaBg_-If!%)S9K93KnJZGz%ycK&vs|sd^}&Tx8h={
zaYlvPSPG^#1!g^C`Rj~r4Lj4L;Rw&~R7u}tdQZE4h1<*J<?jBf^<6(^+F7v4S&wQV
z5F*jC0fSQeYlTS<qeFVz=Ed-ARsqsj0zaiReuG}|Nsb1zn%~!Vne}&0HFWwDcD_AP
zVVnh%dKBI2#mB?1mJZ%95O%oWY6@wYPuzqS<LU#r0<^J(&xn}6=Bq;GHhlX(-^gNB
z{8Ss8cbe`dnO~NE-qFc^OK-AK%oZ)k`%Xk}!&g2o;JRd{42h8NElGKaHC)>@W%n0v
zZD&iG=C(6VFnb$LaLmgm+=zorUa2kW?Yo)?5Z?vgDY{^>QEFNRLe$FNAy!3)n;909
ziG}&T&7oBEX>_bmDdyu$sVJ2~b1^=Fds;cPM-R8YVAG|rlcCA9ir(GtFazTeG!A0b
zg4yuP8}NNZg>ii4sF9*|<^IrF1BqtaHNBPcYx#!tK>a`*>OiSmpNKfFG^lw~EtK<j
z=}E2^P4mj^5vGI_KPVLmmD_qql5B$6ZHvtcaf#JRNwDY4Wv=(~?M=`Wd`e3dB8z|<
zVO_9EBeZ_HTZN3OjOz_~2wHQ*67YFDvdEFjY-SMR8|_{#H_6)YScYRN_XtYn+>9g-
z@<<pCzzVNugp+=7ZbT?d(>%8KIMn6S4??rkRq!S_%9|@3LR}8>8$J!a_EDp1evc&@
z)xg=BkNe2c0Jkka7T^fL?;4r=dr3JdY9>TM`i=E!T2W^sx1s2CW4BMXM7ic@zpA0l
zGU0FQiEcsnl7(B?hy;;f)0nX+`*8YWsO4l-CGt=FTALslXdy!<?a1LHxSO&blT+>%
z2s4ZL&1Y+dJK91Vm#D-b7?We>>-7ARoENAq_!Q_tt+tvRos-}6HBoc3x-l#^YrS>9
z4z_HDYM#(&!1<3Uz;{u@-}etDmK$iA*ADb9#W_(cn0rxW>Efj^@uVBktSJ5R^!zN$
ziI}f4O<1*AH6DDe{7Bx6E;Q6k*S~}W(<TjM=)WNqvW`9qej@7@vQ|p9v4i556tnwi
z2W5Z{fC4(w4p$<5*NVwonnsf*Y**L=9X>Jc1y^r-th$W@+IyX{C*+Rok*D!l24BGA
z%S0=GZI2r`1o<6!yp^J*e^ZxtGlWcfP8{fsoCcH2FhG^b;0<Gbr)t`cN7vEelwnqK
zrp@-Zedp`BM=eS;M!oInG}q!=p=h>z&+(0cv1nMEZ2Z1Nx7L@$_bq>4Zx>rl#!G2q
z;I@z^u-+Bi4k4;k$XX`3>rBhzluutiqEg)&n!-SU$AT#9iN(<^!395<eK7J>W6qdP
z!leg9S23B8U-{xazGnPE-!To9EzM<PnzoxHxt8MsHhCfL`~e5&=ZBX6Hx_egDDJ_r
zObUq~GdckoZ+<%b%o&C=dgN$ObSvmty-Ppl9>QMvJ63BP2V@t%6Rm9~YPNG}9BFaO
zXXbOWrJgFdoA)<qZZixpvk8A2LgUXGu!(e`6O3a$ZQhUKqOD~SuW~^RXOv>|QB2Vf
zYh$8^fQ|7^B}2Iu43iLrAhU&4!t|d{WY2H1GD>)Xq2e7stH~+X5NLt2ZK)F7-zkC;
zIOlPOxFwh8I^$eOVh&RzY#&R%6ovRrHLxd*uK>RHB?YPOsm4QFYC93*xJeQf!=$P)
zFfmf;V|?|=;@~}W;38m2$0RhDlI&BSaxZFb0E(~-YRRsn>N|glAe%ic5!!57kMEgk
zOTNM!eqi32Y>!h^m59G;dQ}x?zcl~U)pWuf<idfQ-aVng5xebk&s&&U05I)@cU-PM
z0e9z3U0XT2Rcz3@9R9hY3%L!8X(Jo=jDiTEE}diZV>s%j8(H=!9iJ@5KH%Ig=PqpX
zbMlT|Q-)8|OnsdOXC+nPm=HR540`lSBD9r7$an9KHjE*e$oa2vT2)Jkl0;@Q4=drR
zfDv8<seAi)ax+^U%oCqe*Y5CRPhaSHGY>X{>C9%o!S)*2B!g5bFZ4j)sw_%lH(Gx~
zrY~aIqTCU@jTCAAPe$9H8(4^NJFsoAmM<lUi&)!DRqZ@62<5vV*DD*4DkNnn^+y^i
z46{UH%HmW}@S;v&<1#SWMs6vUN6d4S)OLpZTZC#^HK4lL2x464jY=6GJx8?Hu&=Bm
zNH!b=`$N?YrK;YH{_bTs=%4;eZ9~V#_ttqrmF01V*q%t>%74vsw=_hg+E;fJMG!ZO
zkz_9ng|*@fxiR)z!p*aEXs?5JoU~hdsg|mGB}hIw7yE#%x6Yb-5%QCWvLbd`FTKOJ
zG>#(Jl-<Z7hAQa#2gI~vTqt-zS3J48=9}_`WRg%THEuIPl)0$3SGIlT$CC247i;rq
zOFuDQMsq_DEEFEO!C4!Wt{QGj(&OeA!A<Kne$%WB@MYn_E|oSpfid5$VkOcIceLav
z?9IgsDwoqmial@ApRDTh7-4!BXRC47`9b4+>qmt*-A*G-geo-bsZ2w+Q3ecMvNfWt
zPrdqBKfw?w*MalzlQH`U#Z62eyTdVc`~kTB7Q$a%8P~@ohze7|$&hXeQ}O~na~}P!
z+!u5?am(g6W`Bcj@4znG!_(Mu=QrLU!*=sGxxQjt%tu*%)^9dT@zGw)tCqt)tHdfQ
z6g^$_!B)b!2&}ZkUV5QT)A}vmCmOShjb{b28nY3#)PI%^o2~gvE+eIq?KfQzB-C?o
zI$58*0Jvu|u!y=BO-82msm>gN^HP`PX$qGXzK0f)koe7+C__*?3sP11NK(Ju!EW8M
zZVh38`Y>oJ6^?+#OTt%08_UV#W_<0SghWB{l3Xwts{+8^ZNH`2f%obUR57R*jwrHm
zGQ%YULGr&sYqid=&7?hc{l>Q!f9H?E6G-Prg39fMrHk!kz?u*%_7(c;m7u)NHcmwL
zYcg-PLlT44{Yh|dI9w(h<={uJa4YLki_2lz&W2cI(pX3rY(}z6I$Ct1<F8@M9`gy^
ziX&F@ji$^C@2j<GM`+S|f`joULnup_Z!nf%9DZ*}$VBH%l*1;*SU#I3Z@x6r-&AZs
zKEQCh!bQb>8`w@|ZA=fKaLS&pHl8Fw9Fyc=H(FJxLS=KFMk@{=X`#==ikV;o0&vB-
z47*<6_9UFM5Hgo8+Nl~l!9i;P{f;7@&#x!xI-J@hRL38)H|9J#bmF%=y1qXhS;<|$
z4X1wIu3|kA>=9M#ISA*D!v-GY+`{B{hGuV<(d`aw^gGPeNB2_FtNZ<~nRomt1_BT1
z0eU0S#MV;Je(cFKpI7%ZB7_kgQiFkSl?-C_bt@<#G}ypi9_%+UCRYPdeBt-vi!5s2
zTI4Tq!QgN*+|G?gDDfo8-zi)86D=+1v3;R6m=tbXDmd`NCxdJ1#K78xR2rTSwgjoS
zcMY)ugfYItu7bfCpbPWDr#|03w|fNVDy&>yiVP)lAJxxT1jDiUPXJZdAgYuUqaB1A
zGSx-p!A6_Plmb*Z(FwCSMpbrGzhsqa$|h&O&)s<!G`j;+PH;3%0T=a;bT$&u0oitt
z_afY?RC8mGuht5K61gm}n^tK4cF0>$c6PQ^pi@|21A|PIY+jn39V1%h{Q2`!TO32k
zJ@oHFF0D=Be?95mhMvgL*Kd4mQtDb}>|0jX8;_FNwNnU`oRD<4ES#a6x(w8gkxkBf
zmKeOmMt`l&GeD5{7eA+`JJGRfRK8cNOc}sL;R`~;6J-rL@PAmC5i=w2vLG%>BHt9B
z2Jb3BM{cO98sjDE*P&}Md~9C&NLNpEq*Y*eW7O3MDW<H-w*1T@r`N0J3(2J?>=Ca7
zf9)U!XI{+c_3ioo(<Dd;_3o_pSB(-=dA=?6S;09UA4p80I$VYGxOB>$1XZh#B;Iq3
zGSf36H}=m2OwF|N%3pvi8s?+Ba&AyUx{RHDSq7EZ1wI^}g|j!s*AFY5Ta6L5^y6sw
zjl9gqApS?8os3Q;X0lgbSO)j!koef{)nYbk5M>+bzVPP0u7S#(8-CORp*vH0)E!q?
zi`2woa#j$<U!+_=8iL$QD<Z?bwM&Cast0$DQ)ejQ4zY%ngG}iYi5v%7AsM6%r1v=B
zQwDjox{AEijXZN%ve~joBQxSa0joc!4!L_ANh{4Pzz+*6d+S3?J|ivmG}Vi4$QNd=
zCG)^dfT?^b+$wLw%-2tzkCDHGqoiL#tJuJbq9P~xjJ_$hXdv${#1&EtH54`C-R4zd
zrX2L|7|z%?^7KL9GZ9mh__Sg-Ypkc|B+9N%#VJ>%h9nKHcu}RYFt)<2f=P_OIz$-p
z-D7%##Ly`9Y1fd^d7v0GkcDKIY%}p({JH_sioTFXZlKQLfN<K7b?^I)hE#I1M}lyE
zDN3rMw_Ov?ndNBc<Rm~t&f43-svhk|a=Dx!(0_i&?zYoEpH!H*1qarb9ec!WaFcOn
zm9u84i9!GN(>0OIw6(RYnl{3j2*}QXoy-6r?qmeD6hUI{VIGiGtYEPg$y7s}6i7r8
z*)f(bM}TUZ!p2+|ScodHbClXhHI^AJ7*2ci1WtW_PGQDg)R^2gdN>J&BIjL82v;Rz
z=nJxueJTwu=S_siMZ73!Rtv5QkF*C3VM(PmZrNNx0eT3;^xUddr?}2Opa;{;p%EuR
zOo(JNYMS`r;19avXvc_S(i3<A?TYwoYCh26gk<NYNH^|=fMQ`2;GE0JQavmROj|NX
z0iv2aT|VF%4f!;%u9#N#fjq|;F^4R03B|vP!JzD}@n{9R?~QXR9YK|@c8YP=q4-io
z4p=~pD~`9+lJ3TI;l~B%)M~*fmy&(0QV?4aUH8YOHX&m1Pg)1M$U)EfJHhKOZ6qAN
zidmgUK)!DByjerbCtPu9eo5GnM;w~3foUm<*vF+rI{<>UKpFo=5JDTomtXsJO}!FY
zAOMWr;#HvIOYeot_z<Dy#=w}FBY_!76-N=6&y2SL-#S(DW*k^Y-Q>@Hh-66>lQHJb
zL~#vhj9Jv#W`40*#H*%^-x0c{m06|do$ladjt@B)I)ERQmx#tPZ&W7X`)tM6o8CbX
zyFz7dj1O<IgC-Oq8OJR^4+Yg7>y6bU4+(6Q5N>)75>xZ`iD>rkz?n7U(m8qg?CIrT
zjp#)BLEM}y9gwNqRi>_;GSWl6pHRTYGOqtgX`ssXB(1hNO|B_rZ~5_(46wbFy=Oc)
zk~PpFtBoENc&9FWg5z<8l1_*1Y;^1!^*9}1!_FGzVLGZsf!!2e<+4awApSrpy64Z5
zKxChXrT7}Z;ObqoV`EV>(G8nkSOE7UHKA=0&lW^t{@OE9h@mI|VXP+omtvAIF5`AO
zXt?m87ID0?<#=H<wDwyt-W|x@OuiFLZyqbD&x`ig>Eo0wlLKY#<WHDA561jk95EcW
zxyxB)b1<5jFN6fx6nnSjpNhc{qSX_yo;>(O`RW{kM`mn3GgIPlm2eB6IVf5P(1`eG
zg!eyaoqb?!aG5Zw>s0HGE0A|h3a2&Qzy}aX#6|}B5<?Ck#3D&zEJd}NAg$St{kXC`
zv88J$UJfs~Z~NL<xcjSIlR~gPhzi@ylwfjGA}vq12w!>>Mjgq1`OPan2lm%*l#@{x
zK4yq#xmAi|L6#o6Gsmk>*QA?Mxm<9MJ?dJ07$y0v=U6SrUq202>|1NJ?(307*13Q}
zR`ZDy3`Pe(nFA+ZUI*v;Eh1777!u-^K&G``EQ(jX7{rz)>rnvUcTZ9KUR+jR)o?%!
z@D?s>_lX700>A?eJTKk}@f1!?t6&wKz!mnB>T1s7k_FrB2541PYU6p>2Ug&o@Piwf
z@Gkh<B1;vDrBg+Wpj}zclQ}jrc0sM3J7H#+`&gE1_*i2sGhvQ@nfCCl$GVqJHRBMb
z6L>N*8bG`^8Q>tH^=W;l6!Y(OhRl6hc^lH|{+SEyV-?-t)9u{kF=Be7A*BhojW4=z
zzVy?tNnR&BfdOJCO?8<^x9P3SvXj2>AX27P%Xe>Z6ly#z%a^wU9@VDZ|8`4Bdj&#)
zoj8g;kV7S`O4t~t1mSlbsH{$?r3TyU)M6x!swl7;!B!}!B+t@-D4TSo3?paq2_b$h
zm)@iFxlmnWdg9JU7l#cL$=zq@*o92s0Heuyc1$>L6fY6>CS!{##+HYpy9YnMSzWkk
z;7HO3zv0rbc<mLdoHXQXjaDC{16^2I|Mws;%~dIN#NGr$8S?1N85oAyOch6WX`~`1
z-}R<m$4Rh~<&|H$TkE%736tg6(e2N))Y%YEKDRcGL+OZ*h#6m69L!5>M;{}_9k+hn
z4H3EU7AOii?e%Mw*Tli>&G35=|GZ$TXr=x30dj>Nn?F+?hPM|e54B9|!};kuP|S+i
zdbu3gNcyG4JUl?QYVdxS4N6q{sa~#S=J~FNO#r7p40vIeQ;3rZmNAcdv3c2!UASQ|
zKfTxB&Fn<WHeN)hO+!#&tX_B%!iCqFi6Uk|)>Ah|mTUO&^BgRS5lA@R5mho*5+CJO
zZ7Vd>*rg+wdyPhyY-Z=QRev)@8kF{lkTl^b{Z{<$C)Fn5FFi~Yn}k4H{=79aI1lyJ
zdXiO`#TtRUT=zbsXCp*GiZGA6knSOGN7{vQPt+XbL9n*PEN0$+y0~>2KH(GY5XZh{
zT({^v@E-At#u8^=Gd^ZmAck6k38IDcGz#L1jzzQs4zk{#DX}UJ;R!j?T>OCU&Odah
za_{`j%q|!$=Oh0r7zv1l8A^>CFd9kK+w0*U0c|0DbUJa?!&<bp;&BU3F*&Mzvo^j5
zw|qakPgisIT<vRe_Nj1a^sb{wyK)J)d<l)gkRqR0(@prPrfX!>$rM7smguwvn^3)4
z*P@s5BVT(s?|J9m+s%8{hM1UA@x-B9a3uRi1*O>`pXcwtMLuc(!a;Q~l%f3#i7qN7
z@<hbhdBM7uaCI|zX-i=C`CFR?7S)}<5WrQ^@ERE)%i>zN`5c@qDaiV)^+FsNQVF=K
zqO-fphb&#6-3_QT3JMp)IGH*4^>q1^Gvpk{+IpQI=a9qS^w7am19~~=#aPZ^%Y%x4
zgnt1?Bny62cD_&YB@uQv8S-r8zs*}o45{>Url4DKAWkef_NoVLa4zF{ZCZf-{G|Gn
zq@svw)nvhm0Z&bzNqfHCuyvk>{+LjT*9wiW%R*46BrlwLp9s#{lPZzW)y+O=m1OA6
z;Frgz9ZznL&RfljD4FHOhX_;#Z-LZK=B>oUKL{+6{mk0N{UWb$a}dkhFhN?xF@&cm
zH4nX+ZFo}U6q%ty?^yK3jFH>UgEL6G5E;zFkRd;ye$pB5_>>qWg~(S?$WYH9y6fRM
zj#nlzd*_9YKz1O1e|3U?Do3Lfcyi2U;K$9hO6vZm^I*~mJu0*yJk`9oMP-K0cr*t@
zG{1h0h|L=Fq#u#9h<Fk8DYM=~W%iz4gdZ2HI5#n%^Z!yBCf4s@qhDYE8Rrox4Cxxt
zv^M4AZoEU%GUj^{zJcS3IWn_w@Fk_d#f*gH4fi@kZvISGSF?sG?R-VRzmXtL@ML!|
z5Xe$8Z`zk+2cAv)B~4jb?l5qrY;T%^yrQdGTRN-nMEsedXZYRAMAy6@>>1o*CwhaY
zwBQ#-0EQk<uM-|pFpFD)gruEkQ7e@P|B|EyPtBx>q6wx!L5CL#o66pBFEzH$?>afB
z7VmCnVk$oT0R~ir+U=R$mUggkWgr*n;ffkrrWQDX#%{8gT+MEz>PZ3QYdzU~LnM&}
z(4SWhBN8MHuH31o-||Q3(Qi4`Z%=|Qw~F_^Ut1tf-o&9PUY2`GyKUUGXkyJaEH!5o
z%A=mC$@=WB%5n8v*2Of`1bp7T`xAcL9pR)pjzCYA!V{Ov$huE?#}s1^&At@bH;-jB
znk}sZZGLsoNRqRb#QKl)n%VObg|PC?p6t=u#}X$eGkhw{e1lAxo60Q9VYWJQvVn_I
z?9*u?Q5gPxDUnf}(+RS^4@9Z$TfpXc^%&va_hMBQ0anyJ)ArIwh<vLsRX5ax`}tB*
zihnwCbV4R3+`G~Td#1%j>nE_l!|TLs=ra+2?b9qkbn6?eP`*P^<Jl*F2TyQE-BTCM
zrd2uua~Zq?!E&kOSdXg5#|ks&mH8PrH$2Iw#r)@`m#08i^G$+X7m^3cnO=spl$kk&
z3LSNurH#Y!Q1=2$jX*Uf`Evc}0d1^&YGZ1A8RRKO;>saG+NfWmCz`(?1D`a(q6!M`
z!P6y@)H0xMKR7h$Iah|m*@=6`=UiNBefCQ@!k2SF8e}<P`^dtVz2zXY)f{;$?;`pm
zd5uzAO@GYWX0+DNp&5cQYKC3#!}amV7I)OsC<vw#*+=6fcf4Uaqo12MP0<05vvWT9
zmAVg=-Eb@A{*wBLjc*p87Ss)suFJvgaU{^vw*sIju|GvF)r);thkj64l^$eZ6F~Rf
z?5-Z^g}x{4Ljy6H?+#96R=!;;A|Dr8M=7(GSL5_9C)p(o8`$fV#;#B-E)g|8FZr6=
zoq(Q!5Q>!~fykp8T!@+!j>mM1wbnKZ&ZWK10(FPun5fzL7kN+3UoFOoG#ZsSieXt4
zPMDBk23fq~r)?E<3&+3j*ab3tcfv<?U~}KgwcCAJhq|5lhP)AszcMi{qU`bUde*QW
zum5TA3rST?i_xWV4L;SS9Qb^xX7E(HJuxK=)!jt$4$nt!MNiAE>;_TYe-aBKUx~SU
zWKf^I@T(x5H1!bF_GhOtU^2F;G;WREv9+3J`ga<(bk2)wNOv(T6oup&4JkLqTjQnj
z)>5}YIYsTCuY<B2=E<;(m8eLis(qIGZG&U=z4IS(gQ{3s=HC7e$_M_F@ws8&0vnHy
zR3wN_lITGwS10J&hBeYHeSA?Hwf*>$%pLeI#j|o*R&s}gokEeE65Imulvxc+5ZEx)
z2ptPXZDs=WonT9|-S?i>#qbq>ya5%{bxW8^=J1Q-h<xWMW*Q=3Yih2^$Uqd@kVk1~
z$hqejtn!3gH;?Cly)u(Sah*XKNCj9wOYtVv5wy3$IIdrrw2;-^Hbi9USI#{tlt<%U
zoYU*VIHa!=1=OYLSZ_?+184=I5~fEM3<abL9ljY5BU^=bSv<AJa%D(zzd$towkMfJ
z9av<(AlqR>4iv`}6{7G{B?2DPVm|Vz^}2q763l43+%F$;o(5?|qEBR)SMsD2rd-%+
zx(5j$2A=AzoK3Xaw^5P{Wa|s|#@tXL!r~BxDrBC&fDEHVDDWQW8OEji@()ZE)`~iS
zu_p37E`u;3f)=LGJ^8|guM8Bnb-pQ7N@^Z7|4dpDRVN}i#V<@(kU}SjV^$){+y2FH
zwWIej!#RV4lF?(1yF}dC9CQ4T;y#8aMCqgy=)}|7^+qCstk|OL_&XqVGA%w|=1eUC
zEL8Nz`X!kaz|zI9sW`Bu>wRQ^)6B~kk6NknS*T4imwU(d1sl3P{G^HBIg9Pe_C<9O
zZ88$QU{{AGnoc{J?>p7m5U!C*f}sb^%dkmw<sLF-WzD5MSF|3tEZrKyW-Bfq1Ovu`
zKA~TnVnj$$*HKIsaTD5W!N*tt_*yjN9$V+R!Tk_6@mzYuHrHgoaAi)9)~Q?)B%;i?
zz^Zm(f3=c*uDh?T89z4mZYKFxVe7Pi{sQKdW>x~@Njko@y&rV0@V#qJN#GVix`&RO
zGfOC2aFCivlnT<gS1&dgb{<R0%!rRgNzxPFp-osUkq(_rGF)AM&B$*p8OLftD^5Ck
z+`op+OxHHfrGCs7kuxY{9+0*9;lch$ZZ;$UMjg3Yzd`L|su-+MX-Iv}NQ0;eJNB~2
zINMjpPGJU;z#V@EigQkc9$%c$dv)$!ZSvIm`P!A<-7MgHNYSp#E`)*!$AQ$z;d)2y
zi1K62EAjeVvwsw60_F9zj>GD4Ku%*aCGL?2ki#J#Ow;?lub?%6i+T<`xi(n?%TBvr
z44R)-)AgKo==$UVrkKb(RKG>kJvE=;03B@nU|9hR+-Iw#rd_dc@W58l_6o*~(LLT%
z7*ok-s7e7h+1luY+x0+MfRE;r)8Ti~YC{Ma^u-ggb*++RFTs{u$h~05kz8m3lHDlv
z4@F01Ib2fc`;vm5fb$T=t`1G6TsCWO+Kdr}=)e_5%dPH^HgHxYhI!HY7R0%Xwpm@W
zs(Qj43l=rAi*}wFYd;Su`yqF{NQjHm9~9a-oszdyxJ=|gB{5IvRA?;8eDna14DlbZ
zkmUh*y{vQan4~|J5Pg0blG6-*zufADy$QYeL>zD(YbJ`%(>44F8Kja!4W+3Z88f}^
z9yjm&LsH}{z1B6AFYC~>0|Ok<TP6osV<&Qm9<$&E^lO)Al17?^494Lx2Hkmnm_aGQ
z&5?$LRN?<|q(67}X+X7FGnpkj0tef2cj8O_BV4N9!(|gM=-oU%eKN0ug~$5zg5WnG
z*r0xuCQy#Zn3gz^*usyhU_flU{eA90{i!;rHVMjrv1Fl``<qv|w$gFEsu(^S&3#aQ
ze<L-DzYyeo`h2XN_5y=l>~Ct6EcFE`Wf#jrWk2UezMKY`*1Lm&!yb%IMWjCTaPok-
zoMJW<C=w3IN#L?!S!UXo@2LJ`yHX^dXN|(7_dQ$EUoAuz=5keW46h5=bUH@PMnAFD
ztNCQZGXOb2#=oY=$lgO=*S>_Z)D?e(1U&tSK-hM++iJHq&(M+MS}o~2R=AM+{Ex{`
zcMQ0!K4Kc#WQ1|9wL(f+<YC#Sf)g;swaniS8^2Y?dxv8SQ+3toSPqjHvHDdmzM99!
z6FcK2<Nt9vo53M6s18odPJ%lqz8Kp|nf;&>LSSbI&3d27MXCVSJcW79pq1k~d=zBH
zltKNVhyz!+aEL1izbuZ;Hv8(8y|Z7MGP1`~SlBecqbcUpd+@us$E|PKjE!i!6*KiY
zN0+a$7|v`!v(fb~?6;b+C{_+v4_yXs%};b^EamFKy4^JqxvVqm5hSD4mzE60A0hHK
zVfZU$5YfBZ?$nx~&NovX#~q?K{$|z7hkM0XZn^OMQM^sURmsq#Mzp-QDjy37;85CC
zx{tKeqRz>rFa`6kZ^TqJWsay<fG1kj2K6M|3L+iH%`~Y?SDHAq`VbU&->f4Wm0%Oj
zu2wu4;iswm&i1US>55+IbPq?$QR+BB^XYPQ@!ZmH?=2Q^WF%F|F(6Lmg2O+J_ROYv
zAuepdBlup;DkT(V0B8;#NR`%^Yjm}|PWKP>guup?_lFj@vQG}A%QoT4j>24w@8;_B
zcM<+C6hc4awZB(STe<6%j+o6C(t)~jG1_3#l*cj!IAcvJcBw!eVS-aYx$e|VTlJx{
zb|i&x3XI#KgwmR+C-rL&=>``Z)U}tg2T~CZe|%2*Cw=NX0B>(|Mi3w0U|ILBk8m%~
zT9~+7K>6Z4vGQ+~A0(WZYoforZm?UQ*Y8<JYFaokjf4pJPsZLXaIzTrANjrJ^#t7L
zxqh+fF2G78X{7e+BY}pjBT#_kJ*(qj8d>8{h#i`p!$R(A$d;v^#ydhO8kYTBiQ;w=
zrix&JIdhy~4_hEG&QiGD7H*c~;|3+W!^7(A8jI&@6>%D;irZ__IuG^h!Pr;$slQRu
zn=xL4Bap(0KWcPZP495ALJ={TZL{ojwCkQ}4(086m5m*gpik)Ti$AwZ0Rls+635r4
zh?)Uzh^jEBC~Nr3t3l39Y530d)k`z)%Tb0^59@uJQx9pY5gDyyi<wxEh(?gq?*+IV
zzr=@Wxrjh+Qm#n4n<PvhyRt8Kw0`nSNNlUFFOgUlzdsEQbsG?r%j-lyD3T!X6>bzx
z!3Pg4W06{}<$Sez4N5N|=9<%LjM1NYO%w+`#0)k_{7mzECTl7BUL0b`!~E_^2Y$`~
zM)^C}EX=EythB7Xy0Gb*D+F6c%M86nAnoy~Dxyt;eWcSs2nP?DbJ&(C7#}`++Te~n
zI$l^PXv9R3LP#%yNT9MvzvaNfrJpLe`~XqwjJZk#<kv;j4x=b#wZ;~Jfg-vfW5YCy
zVozQYB$7pkcN~FQ!l?)ig}JfP;d@95R^(jl9U-Qv5hFySe<&MM;aEU48$0kgjAXIM
zK1V6I<hFLXg&|*Ydikuu!5qUIR%wYk#-)Fy>{TFZD>h2B31%Rlma4U!vK*HtcC#AG
z!K=ud8SSqGSNtwL4x)qY8xba1CKo)%(5#idSPJ{XS&OTrTK2e`5d$&=GkT&C(<<S?
zvc~j<fF`#ZL9kpdWpf2(8r5Db@+ZlUUBS391r%Ce38CY|uM576{(^4m7c984@oC&o
z0dpNh!Tv<@fcrhUK30A_9dlHY)3ZLj_xH}-z5N+0lA#A3xuy;MM5#-bGXK{$3_K-s
z$Fq;^%=YpVaRTqGTQ0^6Ft#$~Y-dI8<~KI+?_h#=lJAO6V*2GQvg7k%p}s$TBjaPb
zW2Vg{flb`|WqX2a2)g8tuLrKU@lBM%Oh&+zG}Hn+jc!-xQ@=xPM3+q7l=I<*N*T^L
zC0NvsL(JLUtp&?c&&8KH*8TY{a&&F6%p6Qci~$g>yV?{tJ7HO>V29omsE<Om5mOw7
z=ve5}Dzimz-#aXlvPZ5i72ZcnNe^~xI%=2+CRH2#dS90)&V`Ksi;Ht?&P8FGb!;0e
zwr$(CamQS-ZQHhO+qP{xE6#bUPQ73DpO~I&db;o1_%2v_n`Zhd?&GF8C>Dh%w^ffz
zp;JhoERRgqDVn#O_=4Ly2`grdQcqt4@7sV=A%dz=#KORz{7mJG@mh@{bi5nTa>nlZ
z1NHkF;SR;X8$|fBFk`oG%8W^iyw`kh){Mq-9eVsuP6)3yL?SbOw#}rGo<oqJepF9G
zH<bKCQsMfUk>u>m8NEoVD9@PR<$@IIN5RWAxk17Q!eq|-zYA_t*EZ6EDNIh0wG_V+
z=GTt}3w@WM94j&0Qb(bGJoAuzvl8*k--(yD?iW=M6~XQSHIDI{xvMmRM|A!mYNV6`
zk|tk>0^3@C=LET?9km-91n+zmkm<rugbmII5dp7r%=)_d1mpTjEg&fH4=b<8M>M9o
zz<itJ=d<;v&E-9JQ6;_?e4TPyQ-QeTMNFr;2P`vQWt9HJyYebPCV_k<v=W^>>tMlS
z1zbM<7!YBUmAT<%A+uxP6&r*Z2eodEwRH=1dC={t0VPFo4dbU)|E7)opo+nxu0y0F
zri53u^|9ofg67>Q)>uj4c2kHDjGq!m2Fz*(ON|30u7C&%*fKb;M9hRX(m`dk^L3LR
zlIf1W>-Xq%7t|(|3<t`LYJ+x>pB3gS`$Hl`cG$!IN5+fJ&_?dF{l;W0GkS9S>L#W?
zY^2gSCwZb(y<Y9)`Ghg&fyx=C+{GEvZ5=SV(pqI?$qFEWAS4l(7pi>3Ru$VsMrw_Y
z5d{g3xhOUYyf6<D9c}J?GeWkbLQRbjN>X_l&2f>5Pu?s)p`^Z}Em7D6?7O@c7#gW}
z{`7pIgN}87R&tZ1yyx5h$zla)kk+_UEY``VKj<mbEEse^q=RRi$y0i!X?Rva?%YmF
zPii;mcAcep%Q}IjvZ~EBQaR3;u3#!;pF#E~wRsOJSy1(^z=@D9nyC|u$y%jtqgP1D
zhZ%vrB__k#b~mGw8Vro0H2v|EPLwNgLi^a`p*gt4a4zm%A0{<c@J@)2t(JCn(7??)
zXb#1Gpw36`!5Zu;x0+pB>y0PtrN=`hpMQ?fVR3AKcAJ05M#vQ2i?DJQ1B1zS1`{7w
zeca5EpXmk*u{mv}Pk2c7%x515{YEfv$OqFT#eH4)qcbq;-8*D<3Wp_Rb-gR6<5ss7
zL9l1Ze&J&t;SGRrj@4nLYw@SOQTz3jC!evIG2|xU3+L%MU=PFJ{Db2h7)pSx<}IvL
zRjbgcY}tqafOa3&dcP}kkDs+}hcmjaL5*B#4lW%{8@f5Fde#tf*f$!oIMO)rHcnw9
z^Q{L|R(4v%SiQwO)QvaU9#o=jTmQNDTZZ@`4zoakxVs&}43TX?_H{r5M+O(_ks8w2
zi=ei@`?huO=p1ACO%ZSH3ec(TAUb-V@`wtOf7_=Hh>JQ%7qk-`uF$U0>OXHMbQy)I
z<`dZ01zIJamR0-TPBjRwz80FE!%JUww3^z;HztibD3g40#S0PN4{&kbtmM?q6>}Ii
ztHafTue8mhqTVwY60V^5edC~$Gurr%iCu%T<2daIj(p*Z0`|Kp$1s*jxB3Y*O2mM;
z44@@J&T%RB?LNs+le+jh^WT^GI@=y^i8BHFxr%PDrZUPV4@E9o?z3tOR@B{R<#JL!
zHd?UQR4!1Zp$L>C-tHNU;~Q|+=E}RjcXSnzF-REJZ2>v3ifq0Islk&cx=?qYWt;Ea
zHLx9Q4A2@SHbNy>uoL;dF6w3N24}z(K4X4ip*1q*v3TrSuW2|<d7`&LIDSI}AE-|A
zgJXJg2IgQv=ItJc{Ax*!VN>7$@B16)BU;R8S3eu8zm%Z;0V4e~NPtTnroh0N;E=99
z)g<v#yctBhitT2s-haXRnvYtW7&l~r1@KZE>1C(#%_-TksaNBN*Tj`O!fZ7isGU^c
z9xt^q|GTz-i8~$=HO$Zyr0Q~?yUqM|l*%Y|D(*T-23B)Brs96nA0f5FuUh&qZAwuH
zexgq`vZkfxaf@JG0D)@-vhBRbkD69iwLwm#$M`CN4Xrg?FuEAW<%Bqql<J3+%je9Q
z?8kUedd{iB*!BGHd8QXbCwO}S4;|xzLcM>8aVy&2P0yDu0h^nedxf*BZ)R+~=LXve
zT$IuI<#}7fom<qy(JwPSj{@uX>;}5Pn%mcm>RU@7N*hbwiRQvN?BZ&>r9Ky}I9nk?
zRG-`RNLIKY(>f`IKmEb85E1%i3jNSIpcSp{bD2cSgC1%(Cp_=42JHa6yN+PKYcqq`
zjMh?mouU~)pAf5A`>yUo>GQbZovxjn=D`6>s^pqq{u-#5!H6t%y4XoftP<iiLztdi
z{sBThOxvru;?l<=ClaUgXLho9kz!Dq;_7jE|2z21yUq(4E(aes;7APEsZG@sA*6JC
zvhm;eEw|^b*gXE%XAc&%-l~%zTzruw1o9?`6_f7fyq&O9(M3a(D&iS~<YB(gjxk|q
zr3~7=itXbPtw6j-A%B=F7u}y?sgRYu>(ur>W^RB~^lJ$eLs?v!@CcZ;id(^`!sjRx
zb?P>4DrD`E{XPy`pGD;4`>Q9r2OZ8+E<f-rH#I&XAP+v@vPEYPDvIWAoaxvAf`Kr6
zR%)wz5>&&>a$$a@T$!d@LPVCJqV9DL%|oLO+07~QbD`N5YE311Wbu=@-4eG+5K!x7
z4~l^GZ|6Y<2uEoI>nl|dkG!|G4N)utw2_h%c<2;$KRsl(8G>HV-mZe)E{qrgBqiRO
zX@klC)e808z8FKb@llge%{!waMNu7McL%3Yvz~t-1vvByV7a8nuMNe^l}Xc^%h+{v
zz5&pt31>Ef*1JimLgCugsV5^;JLBj4mAwDrclwH|7T%o68_S?w=0OIk{v?G+P)1)!
z+O2?&l1ahR00M?4QJ*XY>-it?H9X*{yGG1c*o37??_Mx82sFM3hFpQEu^mgBjyV3u
z1%BT4AXa+c_l1YWRTs}l!<@%F*J<A1+hP+P6RUjqo+dwtnLFrr431Rx`57HVcyy$G
z8o+UR8sPZHNu^>tW!3>X`(&{bWP3O*LUPH_<lIo;X7K7<gc}=r)IBQN99I}HntNdm
z!GO)GlTDwesao@z-H>oGJpu-f)%5^72#3+LYp|!A2zw-6nRHCZ#_0%8vr`3r>$j2<
zB*A!)D?W+?4-#anp1^m0XqqxT^`}Re>$a?`QXTw=?;G>myJ>w?!ZJa@?euDB;He-B
zecO5z0kWg?NpSKXJ&bmG7G_a(2*DdAJT2}HSBkgOxnt4W9~as<4hp{!_Rvw<BPZKL
zKU>@P$l)BdCFHe64;OP&x-l^rqC0S3-TI#$2nH^eD8dvnXMEC2)G{k1?WQX`*=|B&
z-y7HUEDmiePk?KkoQcg&Ke1O+)z${$_>@p!dDxu{?b>JhPEj*_^}Q<BmB>QApecRJ
zViQJWX$s!EeZAf^NU7)V8uAe;i2p+v4dj!!R!>-+&J>p5!&?N>MwTe!NgF&R``!`1
zSMy<5Hvj?{2C~9cV5_HV1qO;^<QRE7BE1?sTpz?*L$ZHKn(noP)0pKdovMpm`1CMQ
ziwS!m#*OgflGvnFUk?HqJc(WWEm0CKn7pf(I7Y#|u^U2Ly^4-qmE(M<FkaRmLHwcg
zhrf1Pi$C*)-)hAU`VhL5cmcRMu56lMNQGz492}M?q7wKPa!)2EwYPH7^0^W9na!Zt
z>6`a4BgJgUQub@*YUVzp@Q5jc@1JtZXCIa{*l;cqG#ctP7%H&XV`}wvBCr0X<$~11
zGS=ixSZ)_519ZniZ~tn&ZdiYHs#8c#$57F&%uj)GUfaw$#M&wC39E+PxW8&rzhS6h
zO((Pk<ENGA=eE`HTcC~kQ8of{*y7a#CrrMxTmm*#=xZ1&|F_dSe9v?fPAr|SU7ig7
zW<r`dtqMm9<9=z6g2*BfX0$Jk#k^J(Y&sc10(LX~wx`Il`wwOiC3*cRipty01Ma2A
zOu_BtQ6SAT;TI!a0vwq0Z1iXJ70s)wJSu7M(BmK=PJHj-e&DdyCFC^zt$KlZv@u83
zpe?-Kt-VNFzXUjAWvQf&{K)L4!6Z#HllGY_hK}a!tOzqu@>Lg_9h9of$gtvqAq8KV
zzNqE{-s}0I2VVKcGc({Rx2A-SqG@Zi1Dsib`Di3A#?PNeJ9kz88BEdt&0!F0$9|3i
z&CpEtyw}A*y|G3cMoBI$85c#3(?4tT!q=_5`D$Eo1o~J1N<QjC6JVr-xy97jP{sOg
z+i}k{j4-A1r-k}}WlUcku;ngp_X`JD<{K}U<Pv!y{Ge|?)TL?yBql|zq1p(IGxs=<
zLk9M~I^r=nEIQ(6N{!G?+(2k|*C8fN<&ZL=-=RxG4c&%2BOvXXYRIuuphYbFYxh>r
z@G>KzVM?4kGlwzB9Ds$Jaf{+e2|NG8B(W7Jj~GNGv}^y%HT=g$%uFp6pQ6Jdu3MW<
zK=S`G2x(T4{bdO`IImDfR}!4v`RCLX+%i8-5`EcIPWXmZw#b6Z{T<@*v<(SqH74&n
zF2IGghi}>iO#Sls3R*Nhg6Ms?7`$0cj@1Dr*YtUb)Ka+tQ>BPl8hI55ml>Nk+?5I_
zGl6f~z(e6dOqvc_nJkS7A$Zx9Hddh@RUYzvfg^%atyLSU%`%)X0*b|rdPCTa5I?@u
z+gKW?sHznWKTJFzJA*lB6(ir{Fn>8fc-FkN2P=Waj6wB?=CF~S6j@)GR12&ZdLg7i
z1kEK|8J`2$^pkzCTFs5?<9U1}4Jt_P{&W*;E+GcliX<Xrx%<DBAWa}TVV9J49RjK1
z%SKNzMy@^Y%DY*tMp0}Mv7J3_KHTKNXuL{l9_d@<DwMPT6Gf>nD^Oho#1IolA*Gml
zsytj#ldfW6x1rF8=d&cAr@-<kXq305hu3+OY($TLD=19WFJt}47)KZI9TDpJ;)(PI
zj!1J$hZJGW=|qgg09v$)!M4wgR6FN*Z^Odwrft>Mw}L;hOVfc#E$N0+GkP`ent)H^
zVFp|E%;}dZO<S7g4a$8mI%}D{PFy@_{ib6HQhB^hL<8vhF+A3PN>Fp4xD<&Q>I6mX
z*ze-DkbRuM^0S{`ZG0vyHZ`EVV|P-D2uuRR%z8!K_5X2`btIIx5wca(fYq6)EFl(5
z0Kn_#g-=(q!0Ru>V-RvmU=XWHAT2H5GyS(bo|~ZgvXAy%+6Jz$W>2pK!uSBv1LzM6
zcNbmB2^(fEs*<NN2&Lw{j4hw1kacVPgK?ktS-_H3j#(o_*d+A#@QY8sx-yX*4yCc)
z_`6ddAm*u8sIa<XQ{kKsSDaJjic}=1$V{~wh#MJ|-#Ex5wrN^4Fls&O@p`x20;;rR
z2_=O_27etZ!l-lvgvH>6975+qLKA2LO@b^UuF_rk*$6i?+2XlojK9r>h&G3bY07~s
z(GW@ikEs&6&pohiipYkh|5GD%>g|X*<JvheOBoN`(Wk4vIosctin31ag@oA9&FXeD
z#4zb#)f2B;TXw}as|!f7g%e)wSbEAHQMpYArm=h(AkbJ@7I?4ZwO!`o?8T;YXEDpf
zs!%ske||g=n^9qh13UqYm_Mr_*EE0&O&8Av!>S$BNJ^AyeTFBUf{W21BmDJ0q}^z0
zw{Mzct2=Q-4{i^Cwp8hs@DIc!htx()m}j`qBo}j*G$hK@O4xmR^ND#5{TF#M$a&lg
zqlQ`QWK&?J?@s~zd;>8VP}YT8{x3EN!nisM18g9DtavzQOZ$EWEBc-eBy#<}CRqeD
z88cY!mr!FpMNG?fjhz%wVUo;N5?`x?Fmgj?SKhCekChD3>F^EMN^ucLm+4@WnM+ln
z#;Oo<Ft#9UHwp--tf-dMlNU3OxwKKjqQ?ie^H*LVq<d9lWQjapNiWn_dM>zWT=W%P
zsWDS5eN9-pT#mnOg1z=#SBU3Q7ms7gk->;Zd40f;%2|htf780?iu|?UE#UO?qNFp5
z8e%E*yX?2mOV-Jx`R{ft=6nx|e8*|W6i3l-rl$9}J2JOMyWY&ify;AQ4_|;z%p>cD
z@B_ax1ph9#;CR10rp?^)On^j1y9wVK79P_Zj}$}=I6vNW5ak*KxUZ1>ji(t$O?k@6
z%|$>`#*+woKq4B&@O8Rqg{3&o6Nq(>3x;MYXD^X18ht)4|Lr}|ZePy6PX3D{sBU|K
zjr5GlvROA|#4(6<`Ft{|To>^6o$deidV?4L{W!lI-qVVIY(U?^w1>7VRP`a#3K96c
zld<Em?RZnb`tSUoH&I4T6af%&V(6R3cD2+RO)0-S_QmnDsSA%89OqQqc1KEPy1qq>
zfPvAJNG*eb+!&Nj2gf;%=17DOMB9Y-?g0D`8h%2%P}E0)EdD|x$CX=F^{+A%9=x}k
z#^1L;%A`V-mKgKdd97DOA7%u1a=vR2ul2+MxZ{_UYfPDKZl4C+l6(4aKE+itjXPqf
z10OyV@k$@<f>zLQzhlP9>JsAcNq}J~yKqx{gQc{4SQruk_SKJ-X+~`*_K`seOwIn{
zqxmy+G<L(PPY2*A{8y<NX+AG^nZp(e2IyCTp&)8FI~LLUi+fVvd4u(xAVof;$Wm)E
zPO1I3TMSiz+eAe#0`4MN7<$MU8r%ShY4{A{P7XRjZF)Bq#@mMG_UKZg&JtY&QKrLU
z#9B!aaoSYj9!i8g3I&BSrwO+>IrLMPje7?oEaF>n{A_?6=I1#?KjXF}8z{U$1z%Ra
z0}?movj1MBd(H_-#N@~2?H~V-=0{Esc+1eQ&=99PC}>Scp~tKVdJPvZ+U8E4koI)h
zb(=IqO-*ZrdS!!4pGa83umvP*y{2iyrZqQxE=4?%O*N`6<(Rtg;Y$*RCt$-sRPJ_g
zFf2{|W!O*2D`5;9T<#}nz46)Yo14uLs)Ge9&%Y}Pr&DkNnI7K2-=72W^CWL=*!_z<
z<EWK;9)4!eB5D-m`V9g@K({r>;r52I!TZcQ*LhFYEw)Th2mX9T5DKCs)dSO|jT4uo
zDmF%s=xW~ZVOiMAPj<c)zBJ!Lthxpy3Gme!buX%fP4P?)bJ$?80S=XKuLfraucxTj
z+>g;utgGBEGo{FhL4G}v;`SHVt2GwagDHu(|3LEsP3~X@3`%j_-(!0QD?-r;&(yB=
zp&0S3TkFY~ug;v<Q|Dgsy~z&I0nwgKp;hw8s%)^Bs#;=5PTHd13VoVc-@51<_Pj=W
zh^FzA2$vS%jujUbP%aukolUAOrn+;HUpgt~lbWt=PBpyF5KK`uJ-KmCE7!1=+r;f-
za9S#re7$crF(@J$jna))k`c52tnUA&FCX#*E~rJUwB!}=3Q*H&VhkVtb!)uQUGCZ+
zo}4Zj#ZVeW+$Jya8_V$FpBMsh<k5uC#J}A!hr$*q(;$k$n9n^v5VL~n&3`U#Ff$%m
z6LN5ByqT=|Tb)Xlvj?gk`7BR=yuww?xMby$3AF>lVkM6C`<FedLgqbu>oM8;Jk-1o
z@kBb-yhVE4OzbHG^^z)FId)T1H%NskKS_cptv5AFF{k(u_np6{Nl4xbFtR5TRIoo$
z6>%W!68m1RPS3}o@WB#_bIg|I^5_ksez`3`uIOq8<X&D@!`svs@%#h6g2n8ba7Bq8
zL^YG~`^~!^hR#+cZTzm546jWwCd6_VF)a%Ubnj|txz25c_udz#2AOZ`;1000<J;$S
z79|ZJ)peAPb&*+?UjHy<fbwX!*C<@>P6m+!rE&c<6q4j-?X^`pzDHL|welJtQuPng
zKRdxjc)A!ikF``jqO$_rnU5Ey5O_zi#P>po6@-;rH5V+@ZwU^&SPmFCfAy!w93nc=
zNp^QIy_X8v+LycxDX<<mdY}s6Uo|gFbtz^khKOpL^}v4p$4RfJd8Tr)Q!gll+@<Xa
zt+$_?<&}3&y+#akEA7;I(K_uZu+SzV<Y2V3=1NI3sSvghwETVizDa*AgJX>-kPW#L
zm}<R9P)_rc4MIrkt`X8ME<a1#4v#Xe%<(wEXmg=$&EZW{3}Nz~3pM*hUYHGJv3}WW
z$+Z~x?L9Bu9l)wl9AWwQa-;X)^F`Z$%wWPH1ofZ)1WWvX68eZ>PAf?|Umt_+a`AM=
zN7IlYRiIKbUlT)MQ)+r<l;!f}Tbt;FveXWS4cRSAk3JHomyW0b+7%1is2%<<j~}}b
zbd3h{eO64i-{4!)A9%NG!F6te+1BoS0!`Tj2!)1h-gP0^;mA(qS$IXjSn5WDzZ0M3
zZSU)Ap6eSpSairb?cC12^7Ss6I|~BI7GQ{zdq#{t0U*E7Y((H${d6U=#pc1i@dXZq
zNR<0p+x2~>?YLG*Wa3F1Vh+gc5d$t5wnR+FuvbfGibw2hAs}YVw3_%%TzT2|WaT9H
zgzVxkygS!uwQ#azz|?jH5c-p@n8nDXTB;6^J=Np`IgO%?r6?phPZ9r29E;#vAu<>`
zk(PxuxYbRf<9qlfZfwFC5+P4VVSo)x=nKI`;Pu*%3E{uLw#%_i#|3Ok)#{l(aEhcM
znsRlrZP`$mS=#Q$skg|wQ=%2EC4Um6GjA8N7Rh{E)mWf$!HXK+gC*`tT2{NqCN3Gk
zLnslAS7%Wt^R7GTK9{aJGjBybPVdRV!9bbF7E2@1S+C7c6_5PdgmJx@3{ATzx?aEC
zC8}0FA5PZH7+e7mwyxFfGErg2UZM63*H%nZHZkNx`c;L~{%d9V=QbhNc^#<*nZEwu
zLTFPz{`0Y-JZW2x;#AF{%bZc}1ifqXU~iwuqA6e<WzN$(_z=y!p48RM!`n7zLl4uK
zqMR_c1aO;r&jlAX@Kx@l{I~()9G|jVXy9n#Y)S6H#4dmFvb(U+GCnD(O>r#;-;yr{
zEf}E6sJkfRik63U@cA0+=42V8bHTBBus)I6PTIpoS_66I`RIWwwi$~pok8*qK5!+Y
zWkfWEUOD5UQTTKG;-P?VG;v2NKt1KKaAWj5N(Of|-Sk0(uhaBsuAH)F%|!dQJ1f;p
zWRc2<^U*laf-058F{yUtIu_rpfM{x=T$|Fe%V3$-KWV`1pCh)3b8}2nuXi!7T@hWt
z($9L*l>>U7?|VYEP?cv0D+k$q=FlX2`$@ohy5ZRE%)cFm*Q}H;l2=G+5H_bFGSI5z
z%g6AsRK>i_N96iLj~S9j^NS+2qIpirc1;AepehQ9TJ(*L7Qx!x#J%~4;TNJnx_GZz
zhz?|-n5pepawkAZOYPfifeQyf9vry5pUsgjAxU2i1kEY^c690;kM@yQL|;chi1HlX
zyIH@>cg@}8;G&;_L8Xg^GYmPa2U*koE<La=9es}TV=l@$opc=?w9E~5!%b!0K4ZPD
zB}0Ot8&@+sbM#z=T12t%Bc>JDb#9j8Dq4_CHV8vpW&Z90j=fBg0`>(8eqj!mF1LHZ
z2xdN<o5Sj~IP_Kel{+_s48)q5b!58anf1O|rJpn_f0H`YrTcEpqJ(i|&4!Tc@_be8
zt$vIbD@yk=kJZ&4_>~)CiWy~a0i{falbC@F0O=e7VJ<iMk;M|;<Zj%;@t<4SkHP8c
z`-y{YMc)3%IbGyfFx!98go=_ISEW10sAqV$xN5BczN`jRQIX$wtO*`<#(hP_yw=qu
zJ&70XNgxPW+c5N?cz#f6a&rD1YVT1V9Up|Uxk$W7YZp{{OR`k@y_8rVpO11j@}uuL
zS7@zBJ3g=<s$22M7^xV9@hYOLtxAk%I~xc0TIo6eT9gQgul)67!ZrFSwb!7N_p5$9
zD{(+2M<Uaf9xn@VRz4~Q?%z9-uoO4T>7wrhJg^QJV>CY)5y;Jn6vJ_D7O*tdN^cF=
zR5OwaEGoQIc{B^{nHYy(8{=o=XUu<r4=P3O&pVZU-MtVpK9d(lxp=`A%OuXiKS-^3
z1UJRcssKiYv*`<AieI@oUMZ(a$#kmdxLDu8w)DgEu3oA|rf0W1;w5*mTI1hE_;BXl
zqSmjd#A$nbP&CqQgN?mC@ZTGjc4a!iTmh-4OLF&|Jw;OfJW=~SXqRXnig!cct)>v>
zS0q7PQL~t1*jR_uPE_F=b)<2?dF(8cl!k~PH+F&HSdC7L@hq-E_(ePLJ({xFFe33I
zi-^dzhUVL_aJ7ZRdqR0NayZIF7g$E9MLzwnh10m?7(ldKDE(P8@(kxM$jhH#=tS+x
z?*x`*986ufe{U3sbZu_v;2C^hca>DD=bs_zS1b;^eG@jHmIGN8Nm6NnB3WE?TLsZ<
z?|m`T{VXIez>&dFOdEN;G)e<5W#?Ej1c*6k{hHkLPM)c+*5~JCEXQ230S$Q61xcDY
z@mK|P`Z>29SM=eAlKvS4+_ltlQ|-thtqjRJ;q-c%8xVYNAw48yh|CHlhg)M<*j0mU
zz(s=a;Um)h)&T%~?ua8tIEb0u_hy)_m}|(DG!;*Wl&1kk8kS{9g;%P>MFp9pB+W~h
zO+*Dp9Bb%JL!jFH)3qTI<~`j$=RXhqt(B~vatC}caZV&M5uj>gMfaP#C)GV&B7BdT
z>5$^iF|Y4P`5e+Oc`q~g4wUQY+GOx_HrdsPX`Eh81oCwlpgfS*{e^AT)7c`<m)5j{
zFi!LKY*j3o^_+A<yEYr2%B1E$fjmT8qwzuv5)HQjQCJf(uHkn08J?nWw2qp=?tRGw
z1l}G+k@vdcyA28M%Ho;5P@rDAKCDP7><p(vG>IDUw3bRDu^dSQDVb5ty`(F9RKTss
z8&uMDd8y_v?Kt}#tw2t|Dh&`av#53V&(qM8<&3g0W*<_2<%D}y02;r>&cFyq#_){k
zYd=(Mr(|`cwrBo;cV_ea2=d$=3zp|=aE-=g@K6SGA%dcY<$b5z<ed)#8_=%;uiZtq
zh<}lY&Z&mT1dNdUOcYjJay0menC0q^v@a{m6jZszfWiC8^Tj{=O=IP$rIpzwrvMt_
z-35Gzou)GPaDRe6>2!vmkj_lNDT=9Bi`gWT*k-hVB$_E~o&*Ln^I6&cKq>fzbd0Pe
zE8dn0w2e1hzbf>w+~UZIb@Qw(LG`qSPa6s<(odX=+)Z1j2C<Y`+3->o?T3k^9f!#}
zXCMZf+U1n4iy6lRhNy2x^3%ZKhSyT|S?I!{bX3@6yUu5!#)HNPB|I%28sj)i{4y3Q
z)<IC{TIrsp<m#^s+iBpS7O$tI_)u4{%<H>J|K|XjP+CT~MbQ~vHeK7jd&EmKXTRN*
zkx5o8=GgUbu@_54!S1J%I0F?#TCGV|Qg}B8|EvaoRn8bM%^ignVax)cTo2qx3EucE
zpwlkh4yDB1?-1u=Axvn;Rb(CI@uAO>zI&~P=SEjqzY;HAphGH9&nr7eUL1N2t)XDG
zFJgH#c@KeH+5^oId@6g<C;ZJ<AGz)tK${{+oW3@BZPo6s^Jx_^fCJn>Mdd3Wz^t<p
zJ`W#h1x+{ObDzZRr%yN|_;d;5fLtjxIQ>b}ubE<@@<d_vlNTZFZktrLFo1-mGbHpd
z=%>0d4|CItT*SD@-ae2R72pSSIc)$FEJAgdH~MqMqv<nMSl4s5F=Cmt^sxid80zh-
z0uxkT_d9J0jGCxy7p|dp37uh@(B($sO{wblds#Lr5d7`ZADLJ<If$^}^|b|^LYl$b
zve91>od}QkyZUK8lKCHhIo~+rN`qD$8a)pE08_GCEOv_6FXP`TOZoNgw|$FG-R#05
z<QjEwLYqE>I14u8L4#?Qs;`K8*q^-%`jkTx8(nT?@7c4NjKqZz74}5#S#ZxudurT6
z&NGQ{%yKT26KsZq>jL3${yt!Xa%3M_%iXN}-zHlYmN>94;ooFwV<;_USHm<!+r=A|
zipE7(dVB}>le|^gFPD^%{KhBLOX<<befP$z698)i@86l`Vl$#!Wh8$~KRp9(e%nS{
z@p%~e?~x(!>M94_0D8#;W%>5`YBuCj!>@&rn{;O~MX8|3<Hk({BC+njM2Z?0aLx0S
z%5hc=7IfAm)kjDdNYExW7{)TLFEI@4bi~xUR|*%G#N~cR_;pJt7%kCqged#+07PYP
z1GT8;##(VfHDtc$K-`hf?BePu?c~^v9}nf|x)2u%K8&kTIF}sjMi9ZjlUp&If>;b}
z*Ui|<!+V}Di(FXxmp%sIu>RTXVj4T<AUOp&s+Z7He<F1EeZ07z8%H8Kh3l7>JLrv=
z-~(YT!J5=7sCpb9Yj=Aq7V5n6c-0>A!~q5Kw1r4$WcZeys{Fq2WV<$z5FU@tK{=d6
zAzFyZxkO~p0j`|EI;y3t=b(<P*Ec~}An(ER>bk(-a|u5Cm;}*9fg3-^y!Q$L#Z~N4
zq`D%-4;6o;qx0Ox^JSE?M}E=$D<Ox}cAfx^sG9N+Hq%KZ(SxViJJOnGt-7JnSH{eO
zDW14Gu9$RMvp7#jF|IV2I#9Wi0p?5QeeLHqQL@LgO5Tb>Jsn<E{scij5NBBP5aDb)
z=i#IpL<{*DY!qjO=b^mm$W6V?qm%{rNp9^LGuUeI=oOPP)F7>+6q2#Cs9}VO{N~xx
zw6dxS3dPw6kYlJt(<iQDwL^^#B7|reLBjUc0Vgc>237&&IXF7o2q>CFTURhaUuLiu
zf}hE?E30vJ55>C$cic`e7;nx|htrL($#mSkJdm1q=jed39#Jy-?0EhW^U`GEctqBY
zAjl4>2_!_#3R4Sy=G$I}2#FgDPQ2F`7=Y3r4=%*8Ai(;TKJK<bi3EK-FzeySduu4e
zV52U^eIWwHix;pX;XS9<u%|*@q1eBJzis|WuiA51ordCmYG`F{F<D74*_N}S*J67T
z5_Ib_u|iA;yvr=B=bKH}``*cx;t}Tn<UL!tct>#pXN$*bQ!;ybl|D%KG4CnS7y(Uo
z)353f-Y<A$|Av2T%%lp1%tqrU9$qwS7WUNc1-9wjw+EhJcD9f!jY_1IjtiQ0U3hsM
zffW85R$4m!*1?Zt?n?U8*jb9$eA}fFFHt!-iV~SW2$;a?Lg=Iq)wKM5;%VQ~L=v$u
zfG;eaF4oekmsfF%bFi(qti1#Yu)~)38E{oW#wSxla7Yy3P%3wK6Jc3m1tNh{iZ5{U
z@|zyd9%l|OaNiwa|7D04vAaTM%JKR9S{eP#^qWM-%ymMo*=O-|U!f0me*#SD2G<p+
z4sXfucg`qa_5R)!I17a2^M?3_p#s{p*6;?D@SJsa&vNg~f%oq5Jad2HCC18giw|A6
zl|1apT3E_{a=eXl#bPy8rU2bX-<yA_T=4Hh`y`CZ@c0ZUU?ez%H-DJ#X~3&gKTGqo
zT>`e62O={)(hd)-UhTm$9Swk%y&NbC)iwTHi1~W4&HIbKRj1P0Fc7%h;Eo{+fEdEG
zHR~s;B0828M8S<6^P5{>>;Wl7Ju?Y^j*64Je3gZ(&30w5Q;WNk8yHEeM9{1x-!V{m
zsz1}N(}s=<ye%9k4~-oGpj=j<Mh!aIjhxzO(|c`v{w1niKh~MZZ%i);DpR;9CrJ{w
z$C#DkNHmm0>f0Dwc6P<tXM+-Ikr#adtV=6I>GRuuy-{-v=xnSqD_6*V{3$dd^vjn|
zE7!1#+UAscl<G6UG+S_yc>XB=INxuDsx~U>qPpN1I!WSqYt-n++*aq13Lp3%H!?a&
z42ds2+2hP+6MCKF1sb3_j`63Y7h%o=q?HYclIoUDJe=~Op*2gLLz*~RxdOG()aDhd
z58qok)`k+DHCsW}c{eD7J%1uIrkQfPM}tfeg=(!SgTh_5rMQNKB8^?&;B>0&sP-f3
zj6C&r?L@!xQQu(|cND|Dam=eknwEYbE_AJJ*+z27;c#i7DHuS&z-rTQ>I_z@^vqb^
zPD02mDeaECOu5C&+D((EGPEc4vxi&AMt`v#-*~9Zmib`3Fe&XGo|7;#6YJC`%L1Dk
zJJw4e`?H~#58BZ&KwOQ$&u&x4k^&Q&4&~3|I(!;=s&h6|e4D1}R7mUUWeb-mJcrMr
zg5*mM{<%f3HJ#_ZCeyy<1R5~zrDR_zqzI2iysM)ZDgSTAIrs~;@%%&Kk>w%JMR<8&
zmE^Aj5ewJVy&Dd>FLi%IU_sq<f5d6y2pf?$;>2ha&(%x}5wTObJMv^#pJ;@DiNY<i
zI1jTKL9FtWsnt_a=4H{!(y>{r*|j`tPJBDO(ko8}5K_NfauZ1PQ<*C+vFv5PZ4{k8
zQb?u=h={%4jmLOvqW+!U+5krPpm$r~c{K32W_-;?;Rj%G2qDP3(B@XQU1u(rD^*fn
zZbUwqThb`ftvff~agL+onExGP&8UX?;&Y+{&d>FjOE`Q7Pv3~Bp!w1ydRmQCUO-Q7
zcHFOAQh30wA`Ke1ZERr{z?CExr)A{t9^+|wR`|hbh|U6<YjHguge4txaK{NbHDyKG
zN+=o%(|6F$`bXK?13FScN!q-0WKt}LqN*2pLgnx`u$R3MoPn)Yqc>}ZJ5|b2+3;Dy
znxNsHnmfvjaP<!CU}F?lyor;ZzX$PsnA|)(rxP%F=-n3R-chle-ZzQxi&&egR}1sy
znE8e87Rd|ldqeR2ZN`GDT*h=T1f$G1B~^p->H|Kkg)18tx?ebBxZ#FwZht=enxtM>
zO2vSnG@3k?C-79A{>Us&a(m^}F`IAUbRww4RB4*D-of>q>Qr|U5N|;Ic;v_8=~avp
zkNFWTHNkcPF_Mt}f+B%DdDx2`b-F%3ZtoCw^>!JbP+*q{sg{CnuQ@8nqUM`Li~#>7
zKc^#-^#tbefI&TiV+3KpvVy<cgqB<wY8QZdlfX^sl?3~V$J(gzYMkb4IZ(7xAz6jU
zlT$-<G0b$kn1wLKy!w#jvU+QZE>eI@L6P?j@1KOTpbk<<BJ6gp>F}gHeTPjC`r}xJ
zFvIHmC*JRiPFp=L(h+@uN^QUy&~{*&x-`#IpjNQ!RpRyS7TpM?sLB$wN*>Oq2eW9b
zl;D49ygf(0ybNMeDQfv0W6F8ffZoxjmUzZ%<!9q^Nqjg^$jgM9NPO7-pnN<&67D@@
zE%Nc*gi@+H09U>SbF1B2xb7A5NWk^P0zcNLh4>*)+$-3yxX73BaRh1t2p}B0MuP|d
zI-W+8$%e@5srSE^BS^_>Ai_g*+&6NiA)YWKMfmoS>v4u7$Js;vqyH0BrJ}Ub4=D1Y
z#zv82mvNei2}gzKEcV%rw3SrU=%4=Et6p0%I=mQR*fc6k>XN%=eY>FIP29t5)BYDt
zF-%srydQ4wIOC#&Q*A~}P*)qhmWZE1(qG@Ke7?QC@m<wo27l-yU#>M3>*LA#GZwny
zpuL~u-@gBG!p)YeT6dA=#S{0){+@p%_|cuY4+t?N#CBB1Mi;?Wo6cb6R(|UdL_L8)
z$3Sb42%U2tl0*uMCr)QIMJ@H)`CVykvY%!Ve1AkMg^B9{24WG)OnoN`9#7EQ8#}J3
zgPPCwsvWSwH7`tS8Pz>H1soJk;18a40k9EXV3B=ZKRjFl6N<p*#5w`N>#gFhAEh_d
zx5ziLWXPiVvVUxHyR*2kWpzoP|G#yNNmc5&CKJ+L8Y4^m5(Xx?sxk`DT(ogGkG0d@
zUnPpP@WGxY9(sBZoFjok+=eq!y)2~fy40=?bZEb%-uP^VP6bDQ!NvUa%8opfX8xae
z))V*RVjxEb^XX&z5ML0$?PLY%KnirA7kD}1zcBIfamMZDdZsYP09qSFAoEmD9L7K`
zyNn)za|3a(BdtpyluEU5K~||0od}w1ZW^4S>#awB`BE5P1*wDmJag(P6j6}F5U=qi
zwTa2;u4Z5R!FRk|kM=a4&z(=_f>4%%O!}})8JxL;N!e`Au*n$G@8o9|21gUHDcwap
zPxuul0t7B?o5rbzEUgBFH4wa}fPS28FcWp=ngc{kTG-n#M#Mty^NDw5BPQVXi&%HI
zr+PH3Mjo>E9%I*<nma5}B92tT5(*!=ovk!j*Iw0!{;J_{Yl1$es^8brFR*LAM`giL
zLa5qz1#5FM^`QE|+ndOGk5OJZgxM>sld&JNJ)gVy)I}dY+o2Zf6y*~QKF0pqn?_RM
z>8oI1n)sSq6C}<naT&>9fd`_09Y+b>MM|IL=@Flg#;>YHIkb9;lj^;;Xd}HvM85kA
z5M=`_D-s1B047+8FS`oJ7>pqeG3--f4wVL*9rC}>L1Z~>m7w#@_x$dTgx37ecK322
zOEj+Q9OEf;!V11sLG?=PtMC(|Mu<>)jeuCfz5CY*o$sdumG}lz+H?711hB_$W4DN7
ztJ54Qhm@53bq^PHf8*1hewa-UmbuU~Hn+4Ak9WGKy2hoqSBah={w*p&Z=i@smC|i)
z8><=vP^coNlM)E88nJUH?a=(#n#BophJcQ-;xI=6yS>U?&)8K|1K2-b^*EGO50x!f
zhTt;!r!ADvM2sUvdzcf9ieFvi?8w;de~c0iyS)et?(Pxg`MApL*QAtl2R?y1>Ju6}
zk`vMVbRKUBIcy0Nz2#v#Kq24O%(#E)&cAO5nI<h#zFl@0jnh)5pk`ufa4-Lu00+be
zs%$qMPPC*4b-YIw_p?}EfL$-4kaRz$)S4*^w0{89ldctRD`sk0Tjlin#zt8>YX<Fe
zGBF<mn0rbT-Be+U(;2fCqvp>(TRb8J#qWgKS69v?pvPDQDw;>82zKq^&wS}@bY|@~
zw*o9L-=X8bz@FF2G{aF;6eO9Z-PL*cy?UEqdr^NkJ5M4Zi<>$uiqk91*W(9M91l3n
z&DL0O3?{;2qFn>D^uQ7!Lzm7A1s$DIGqAW(tMg`gM@^2J(Y{_pfydp)=_HQ}|6P!2
zo_N#>-TIy!VN*)Yi3Xh>@>b;u+|*M9EDTFiG`}q%GSjyH4>Zw}i-1YJbLJ8X4L%j%
zBB#d$e4@A{<^%r&(E6Yivmd!P=-8u9Mid%VH~VJ=TL@~le-{fC@PpUASO>Qi*ivIh
zTXf=QF4H_nzRG=h72jjNOc`p!yTJBZPgjugR)%060C)5h0#oo4+yH`Fo)$}QHxNeM
zJLhZ2Aqf|qkPbJM7ERW7oKXs?o@~{ZDY+kPi5SF&(dcm$|Md=l<X5~({BG<>f!=@^
zkJMvqsVy?TWp4r_&{tx6zemtBc2a)}iNGaQ6HJzgIUtn42zcV%(0%!{CE!6n2zg9w
z&&cL-ygX~>&`J-MP}6i<mcInu`YR?fgD<1(F#o)pZ=i^^)?HGf+$2&@+DSHgSVo-E
z?O?4ehQyVN3#Pv{DAlCBx><O;BTYb-<pMPNZmuW^mXjPn$$#zVo$Yt0loFI_fujgl
z4^e65Bbv#RU1u|s@E4e^?SKnt3h3hR>`AM-qZCfw-&<noT6_zqj}V;(1%wTLe$n-T
zx`Q*~>!z`lh=xfhr2cQi`vmJ9sTR|LHxt>FjmI~4I;*u~@^%|vck+@u3-0By&D(BE
ztHE%VQNqA8uzG?1$zPna(wdf~_c{)TYaDgSR-mRdEuntN1qy-gY-?X)tb*6M^tn-l
z5tdPkBGPHxo4Y~#pG}L+Oy#QZWM0PI^!S(?8_|dtNiD?d+t^GHocjSXc*UTyIM19O
zE?*o)_-6E!#I#`_=9=NqR{hsrqhaBXFZDI~p{%|1N8%Z)y{<sMe?Z4@bT=G|;8VDX
z1!9`V<>1L(GD}K4gREn|1QzGqUNAQlTa00mX_2koQ8g9HqKe$=tRGJlIy0uBIcQx}
zPoyz+#(CkrQ|Al!%KUS$VE%5RPTNTM%YJ+ZL;t^|VsFJKi$0i0&?Wbzg=YDx)!zMZ
z$eane@BQ*y@*rnWNF;;&o(4~gHy`#Hmz;f#^6!3%)NCPc+@T8)i37u2pLoP^VOPOy
ztklogWm1fCpC9h~YtpjvJ39K)R~1bnfxuXM)&YF!jm%E9-eKPJ>4SW*2$cv(Xv5As
zx+svPEUCKru&oA=40ebCf6MC8=le)is45q!;<;7Dh}Nh&6oF1~q+OA0Rb3Icr`lSv
zcMCd1%^5V;(&Lle5k$&yq~{;BC(3k$xz6^Tp475(=eBY`aBS#t6skJm;K0+PEA=?>
zsVgW0N|PaNR>^QjN4}fQ!{kl6@{gUt%x3T-)->@L+*#e6>qAc_m@`!a9vi)|_wo5%
z>~YZGc1UC04Vfo#4_`z$86S7Sx_(JmPJnaE!0pE`(M7E$B#U_|PC}bd(*!AhTK6>9
z<u)vgps-{6Q*e@$9Z-xH{W81Hc8p3DqNwyW3IF^yn;C2o{g3KmUU;>}DE;hfB$Y><
zsHiR7!oTiDHUsM<J*jwV4yCBr|GW;%JRK@GF-NEQ$m}=jAf%_pb<%v)GGw%!WgHv}
zKzYICxk{B6qXOx;<0b<juDzWDa{Zw->#3YviFj#5$rXfy23dxVTHXo<2*Z7Ew%P3-
zdLTy-x8_FJrCTcOK3>JlxZsn$4UP)3n;*$mo(#np3UFc;&+`#_ur@=Kk0ORZLrX<E
zfFtmKf4H!lxfQsZ8wN7XXD|~lT=^t>QEZJM%&*;My{&+tVbVB_YEB8Ww~7}fR|6JE
z)*1xz%?RbfO%%Is>*69advp17FzhetjNvNCwn16xr_FBOw;;i#OnZnS<xnU8oLj;@
za`dK;H$Z%oziY`Lf0H+`B?Ta+UB9G77VRhl`w7uWK9<3^gx2^c5FM;oNZjq1{{8g{
zqS4O*5!=XfEqla`-D~7(rTW%6`k5p1cl>JZQ3sxFo%iSs+SmG%zRdzMj{)5&HOh?e
zDNNwDz4-xn>m5Ruetnbtow7u?i^7Y0o8oh5_IYMDC2b|zFaF3e6EO6HU8B=>@YvFF
zM#RQW?A+6&4RUdI<*inG-u*!d#p(kaa=CSlO&;C%yg2M=bJi)awAz|mm3n?Q9H|Bx
z+j_&|*YK8XQH^{`*zD9mJNn8A&i{!Z`MV3rjX7v3bF3X?UPe-JhQ=tY=Si~>%qbfJ
zd^~u>My`t5nc^PQvL^E@d?!p-h(T$8U9DX}6sMISLPXrLYBdYq-8dm&qMCDc<UNH;
z7Ya^rQlK<Xyg0usJAke(Ef)O8)yaS>lg<#F7{YkUq%FpLMolS=F@yfjg#Pb7jhX9C
zp%%U=?y-Mhbh<{)e;RP!Xzx5k`hGRsMjm_bko?<Ec?Tdrx9#nSgxb;CR}+tQZ%Ia|
zi-MkEX({sqj88;5S)0N03;3Dh4)<M$V3@xe1wH3WXI|3zFGZJ(ZFl*pX_oNQFkkxq
z-I>y9rUneh$K{AHwO{tpd5M%7F`|KEAg0&65C)<ZZs99kCUKAu*?@B@l?L_b6ZYbf
zO>B`Chia1cu-R3tLvTp-!S}MIGl8B;q{-cA@L0q~nB3+tv^~WYE4uH;84<?+Q+pU(
zu1RLV3iUt6wD`jc27~02sP-FW%2Y%FqOU{gyGCX|Rx1ZU49wNHrVNe!krVNR?=~Y$
za3?x7LsQ=yyB=jt%)u7Ca#EDfUI=-Qeh8W7F!<UevHgpoUNanfl;<XqmdXe{Y?%n$
zr$)d;p@loyFxSZcS61EFD>In$HSY^GtBuYObO6?rOaT<r?R<5D8~l*FFYJ~J$v3qZ
ztW38^x0okuQx#7@z~>9&9hk_j7>i`CiLp(S#cGwV(wEdjz~}B=l+-K`@zR`TOQ)i6
z=E8c)p$3Yu3t)u-=a?ujglg7x%OBd<VrLtX5S!OLCu(;qhRx^z{oi93d&tQPiswAp
zqr75jcUsqbN`x+1<Zkh7yN2Fo6J^W^b&bCe2dyDmlz}|0e8AR;gNuYECNM)E1a{|I
zi+!M7+E=C!70Fgp5s~XT0Fl!GT0o`0=R<fR%y)Hpsn>3Gv(pgOj+<o1YjEa3;|wuv
zYN^&=aC<#y4lCcEal9n`_8$@ny>HH&F^nL+4|*AN=EG(Cpf;3d1AM>8bRNy?B9$2M
zf#7kVhB6e@&h}IL=03B`#*S%qsA=3leX?UJs(WY+Zq_P2NdCmX6y4yL`<MsJAlAME
z-%MBBNEgBhFyvP`(NG~ysJ;c{aRTm}1{Wo5^BqL)VFSRD)%?`>cc1!sDEimmbWe?I
zr<3A=RN(`YCm|m+*T(ITZlmO9aQ`~I&`cWGU==*Yc~Kq4jo{C^^oJ@sza0N;hY7ij
z7B0#u*bY|v_epYslf1H~&SZj?!0RJNyQ{ugd%SQ#GA7TM(Cp2nojAuYqCEdN$)Xsw
zr9tcE(aO8^(;MCfv325fo9zN-G3NoeNk)Q*0$`hYpYaA)=yT+jVFZTTC+who4~kD(
zq+<bO#SAA96}c3!ogU~AMJ+n;O`0D!`3#{!_ez^`1sITpt`s4R_t8<DpFhr3o+MMz
zlvPpy3%f6l+3Nxqa_HyC-~zzhHSM9R1qVG&!?iGs=h*DGvH~i#jDM82i8{@`_$Yb@
zYGyl67%8s((R>VywWX!iS<A%;3;nyZ9zco^(y9EpP9JeW#<i~&?)h9ufA7>x{&JT6
zlN=*(Snr6HAFPzd3H11ze<nM?lxZPJ&%^IJJ5mAR<`z6pBTMP()hL5-4dkXqL@ADr
zaZSP=^y4BNP0BU3*@GP{{u+KpW9e6BIWjsp%7jEws)wKV4CKHWD(@K}^c8_w7r@+p
zOga5sD0Uj6Rp2jCJ^yt1MLeeHLTw$Rb85thQHnfRkI;4zZfzrGs2)(<iVr=bDEfWK
zJmrf|G9Z@A5tL2_=wbF?dK%<uWV?ED^}2o-i!?E(-?g4${syGv#Kg}SK$ri8<(y22
z-vds)6l_Taj-Dc`slVt(c+DOc`?IG8I$Ce*)7;cc)*-3Z?rfJrt7LNXQ9qF7Wn;zj
z6EHfp(IO<q$HxTg7uuN#h9wTU`<M){^R#&s#DwlLtvq(sjLnS-?3Mj9jho8%ud^oA
zu|QsNwQ_{}KEuqXbq56Us}weqkl(t60ciTEJE-7QDcqe_Cu}Z1dw<H$%_uwDX|G-)
zKI<00ucuf0Hus~giol+9eD$<}7Hn3orF;yNq=BRVG~$tXYg8mO*igD!{RaahBHnl4
zla8|~BiP^3{ZNESL8TRJDno(nDdLK)faL#@BuKpXn&#H`4&8qkg>L*${n)=h7L2xM
zG1lb+tlb-<rQtdvkVG*u8mF=D2K7|yT@*K#X3DAVT|JcQ^bs_@=)6j10;V;U5jMHX
z{DHN63jb3h<BTfGJF9ubFg4Jnkag#+<0I(8K2ht!M|~B|u*{l5LZ4{Re4R<8fFvvE
zO<`sga|=s^I@XYhy>_sPVB9op`ay;%!1A6?^{I>e$Aj9j-HyJU57q553V4eP#ug2I
zvwwcTe<M%%kmQvqwkiP|H<ixZ6r-NH@Spv2GlK^=el8Qa{VoZ;+ds#Rm76J>AQtZ$
zQ46ad<E;ba7fW{gqckdQCsWtLg_zR3w4-nplc=JwZg4j9g+tWF{0o(00&R=aS9KhB
zg<2xr6w{owH9{YnuiK-n3V{xCER>WnOf9M+!ylR=jy6x@y!o3{hx?$61~I<R>xB}9
zb(f_tBruYAI1EL54PX&Rt||E$$q^v(Z?HeRqPs@%R<tu(V4kFfP+v+eI6K{!x|ss^
z*mgPff)CDgG`<QoH*mN-OQarClFNMCC`Ygt^D5t00SXWRgDjmB1?7mFfs2x=XIL#c
zZk8-Gw!`c`)4EQ*SxY$dU%!%x5@R07H17Y&@C0ZUoSWw;C!gY5MLC*g&gfDx^{%Ze
zbF$lv(l>9Jhd}goLoboskJfO*qWMMGPF^QagkFfxLhFm|KZYWM;ftkhd+vhV;NhfR
za+5I(Ya*gkv>&vpB*)As)7j;rr}*SN+{J*d@hEZoCi(wI);n#9qI5yJW!tuG+qSvN
zwr$(CZQHhO+paqQx#=-__Y34@X3iNAUpRXps!%c>sYX^3PQ7b=Q}||+5Dv80+bHpZ
z-8%!<qL+28sw0y&C5JfkxDQt>Th-An6PufIgllr&abJUHBROj9Q5Tg6td_qj`K<O9
z`MT_%j*H|UaDqoD9m|@zZ2<r8SNyCO*L(|&7+Fx66(!L7z;>WWj2GHAuPJ@IPY>|^
zU_rMJY@}TkQoiQR@THl@#S4r@)HMp~A{`j7bHZjMgsRkq*CcMDxP6r`W(urbWf_to
zfbC~c6~_cl`FC6Q_~yCYgYdI{J=y0d137!8JB9kJEeJ+FlugFjz|pN!o!Op^$7>UJ
zX#w}mpv*E3N|G{FnL|g^w#1^47)uoCfxmK%<fCG;2n6uY_pcfR*!@m=GTeix0sRWj
zFSw540pUG1ZaMgcYHj4kzgYqYUI4OiiG{@vagCLY(i9KEiDoFyQMO>-8(*TYM1IKQ
zAF0!G6`aq%>WZiQhVHxHJo!*<UtY&SNRQ3&==Y^n(JZwJaAd<Quv<v9bM%?{F~x=W
zz6#(W_{B765j;AG=$<<=6PRy$cKqaUubIaG%?dA~Q&Y6c{Pke!pWJ(TY;z+a2?tL6
zgCO(|U`$>4tPI_n611KUHUgj=rSqW}wrE{nRNrfSX{w7rF-0|qbGy;iyT|wV_`$o0
zv=(>WJF=SmU|H_rYu=?&g*T%f6{>|Q!v*qwpSsuVh*gel){ghtJA+2%deGz5r`HG&
z9H>ab8>zE7o;vTNV{B6&dvuT72ZQBt20rz)-Pn$yMI)k|$vxL$U8&304fZh`FgMT=
z^5a8-NpAs;e+f7U{r1Mkz4-w%?``w})&d)x<=L!+YQZ|!ikTYe<&o?ZS{H`7^w0}#
zJ$+loqqTNzIJ#Y|osklcLla_1JudkdxST};vg-~g74^YOKjBcl!9`I-n-&nQO!(n=
z>CJ;L)hv*1*v`a%65g5}jlY3pLllRdZAc8HZR5UZtMEB8?kKU_=$SU0@T(PGvNW9z
zVNBf`Djfm4lFRHc8w~(;d#=UFNG{GBlHm0IrztKiWvgy^z<aZ&DB>a~P>YnP_YD0>
z)Pd!~0;Pr((Mu=p(wdd^(k}$+wOsNvZ#&FuL&1#tRZpw?K`4`Ozs6XsX#K=Hv1~(h
z1~*>>@o}T7&@TA(7vwmV8%Naa5QQa_%SgsmqF&LJb`m^N5T*f4Fkmr-fka8~&0`x!
zagp*feK%C6oCtvVy5hNXrUBp7of@C?9NBNK|0a)Y`MU1AFCx#>S$78YgBM(k!7pB!
zj}3z`bF|0;duhhG{wv_TpluL@fW`DFg`vP(&xAx_$>sP^(ZpX`=mus8EB2`D&bofy
z%p+}RnPA#9)NHRf80!EI9u#Q#69Cs?d%GlVVXMV2%bkbGsqFG)GJzcFzw$IjY@fpO
znftD76qiA1@EGA#pf^Bsu6=d$s4jqOTVyBqC0X_Im2b}rG8QIyuzmn^#cX}VLK$eQ
zb+5)@P9|}}Pic0^?UZ_H7~i%+$%@8B(;KW)N=kpXF;i^(l$QLN$i1RPoB1{?-8kxq
z$Q<__?OC)_fwFgex3xuWCq(8R{^B-Fwt+lJXtUuz68;-yths|}1#j{4$6}q}zXrr8
zbIlX(qZaSzMuqqq$(Fm`XYI24R8G&I&Z=4Hor+dc+*tl9!IR7ud8gHZ+rDJbanMMo
z?t)qU{eI6Xi&STOyw49z@`WU?%ZPm=6L*HPBhgq56be=7iSj^t*V)hav9Y{t^HsPi
z2XS0CFX=}^r!hl4%>MpHWPDi$Rt!3=zHQX0!3OCQL${&Gj$j@cj-H6ZFr0+$gn$2~
zvbaI=gAjN+=J&XDZH+UcD6%z~CkTb4zf#J(BauTP&6H5bqd0_eH$hK%2XEpbpv$Si
z*+C86JH~n}wre@N#T&vw73+ggEp-txGsz9u9UXo@<_<N#{F*ZA!2N{t`0pt4WjBa<
z-VU(+MC~@Hx@9YV6jB{##QopBoQFVqxo=<-ncoh4NSS{r?xQLp*|M^MuGSDTjlE(+
zY`-jZoOt~Ryts82S1Si*^H%4@Sum3Y6HLuY&@Ah_Ywtd^tP)>If8K%9&>>EkuU_F(
zNVx!%IXvvsZaekQzob$iEvns7L7xGq(d|Ar>((~mJ7PW&Y|EawBF4XOsPiN$V?~EM
zCOG{N%V?IiYoqCg*raasA<7QAO5@X10~<>H)^OsE50TC}1hqi<TdN_!b}o}Av<Psy
z*tTjub^6371e5L-M^iZO-><$q@+qK)qZPFoqBEDg3r@qO$=KSlbYRj*YafI=u|Z<v
z6X-q70DZxPnEpIFdo3Rt?!bZ-Qe1LaSXv0IBcS>^W^cYa6=h~cSixLzUw04hEWxiP
zSrPpwg4a}wxn<Sq$|A!-Zo2Zk4#=SBGv9}E;i0ypiBOylASKA4X=}27)(u7FBc8#u
z;&bS%{~8UPwP)^+P94g-<o;&<<iQZ8=1VUz4$OB=bf!YSsF#r;QplAa2*f*#5D*!I
zqEW{H7=TL1KutuDPWMul7R1-u9tsK>jAzbberx5<mMVA{>59$783c_EjQd3ip~{No
zzeXzbpxW)eWE_h~(%J3yAC$6~&8`!yifGF_jEf#t_zP*N;xTbDsw!lv{_wMdY;>#_
zOYQ;}9nf=UY(J=>5`kw8jDxbC)=}%_(s@Xd=FlY!xGx9WU$`0IdiC!wY0(L~l{AES
z3eAKy*awXR`NXcNk&U;x>MpA3?e0+$y;5bTKgzlwyW2xsXY-QU`yiP8UP<`k!*?5Z
z6V6JCC+-f!nE1%4J=2}wQF`yq9#w}0p2vSTo^4|Rca5aqu_RN)WiyV#K9Kc*(lsbK
zp#;ltKe8CO;~Jop%JHofHVZ;m>B!5BOmiP?%t(tlFy1w2jy6yL=pg<v<To%$GYU>l
zGA~>+4FnncH%ivKh^K-~6w0;q$_aGFs>d{&8dz5>j_z~Z2wu?UM9O?8uP=39UMFg-
z;JP%t2E86|lpdymZ*WJ$YT6=X8F`>bU@!3MUNo%@j{)T`>k6a4Cje%dH-R&qKyqhQ
z)%`q|K!V`m@sgIY+i4&xG{o5eLx}8cURWLMd1pyeW5Y$TijfTAn3vTiGjpHpkyj<2
zSGZMqY|AWzmE4R+YEqtTs-$9@7(K6V;9y&jFy?y|6AXwEN6gNlhJQI1wR-8Nw$6D<
z7>EQ82u9m*cWt%MYoal+lgxOw;B<#B-FA0Xe>5u)4I&Zcnk;pKtiJWYk71BQ8=+p!
zb#0Q*nf>C+72<-=nF>f4nA!gmTt9gRAn8invvwvuOJ~U`kU}r}d;tI4Tv6wU_11S~
zs+WJWG+C+{2bO%a^Zf&LH5tdUo7{j=3uf*KDYh7ief()T8>4G=J{d}$-|Utmmn0bD
z6B3E4D)}Me7PR(=FiKtPj#^hDTzT9us!361Y24O8z5n0k-as7|QN&8zs|ocIicN4J
zz^e5aL?x!#<8JMds#f)}yEMYP7iYa-l(NAeESqgIR8qe|Np=%?`A^-1q!-|%<eW}v
zOPQ(0-vdQW!%CFu59@AwV7xMs1%4zE!FXeg7l1n5@b11Up;n&2%imnrYgaU#Wbeb7
zho-2@tMkW~mo8VEiM4v3^`J+|lICf^${#$mOYfDND@sE}g#5k62(<7K^WCvwOxNnw
z`W2n05r^g@@k7;a4o>Gmbpg+G9?1-&_bdQzf<3scA6|K*@XO+C?QR$DkA>Uf&68cr
zvcUm#Oy7cI$B`|z{C=6vGpR|?P%AkWhrj3z(|?=Z+JAPqf<k3G*okd>O&KB=71v$v
z)uGjbwb~$-#i$h(g}T#0!!gfFNpwgF;WmII*d@B<7z9O)qq*i@03j3(_i9z1%*z#_
zhS`Hb@SN{aVMk}u(q_chqjfb~e%6G(D0*+ED|@P}VCM*oUaoD4(M7}cRr0v?-z|5o
zN_z;TMmrDxA*|IrBQT){e0$}A<TEmxw>dkwPN$ErS7Fr+@<E^d)63mLL0jQ8x0y+6
zXPBxtz^~BcElW44O^!4c+VawVOvJE&D8yHQ-e$B=&)^YPZ?z~S`}lvdiHk+}5S^1K
zN8x4n>S`;T#n?{q4ZUlMz^~&MHusRHDE=En@=$w8Uu~-YK`>5X!?uW<aZJNUXp5}y
ze=QyLbCqt<MP$BpFbF@L0@|%d0+)Im@xoP*B@z`MWJW_WBjfoW!lu1^wnv?HE0QDi
z_!JjS6_8X}5q)rWgEtkCM9`*fl04oT)oP};U(QT%fnQ<-Fg+o5=OFQ+ZGr3z-oqW{
zu*r}nwHfi@4Av6%QfD}6($a2&sNW9%Ot4Wq4;o4PC`p|ql@n<!^NAg)ALQC6B^AH#
zj0Y-~XlJ*5pGecq;k5)oL>}gjBdUFf(02JzEk(#ygSlF@)Li0Qp;4(7I<Ij{{Rjew
z;2x8f*IDIrCKnX<Fqk!wTa|B;h%*tQEV@e<Z*ctV;&DgiRM{(vZ6a50Lh<c|re+Tk
z-d*0rJy*lZL=t9PV@OYJ4vWl7UYx2H_1X))9-u5uG4HgMS$XWbTR&H_s=qVsjt3I)
zss1HhVsuqd;*_<s6}j#&X4MkpW$zX>G`@+#w~#jr^iSRlO1Xkt?CZ1$P|)&22|!op
z%bHE1e3}J~`w&oY$3WF!pcbR=3%fb-mksK=Hd+yz2e8%j?5}CV_+SiQu|YAty-pZ+
zv{Y=&<akavk$+sy!wmcR;6z7vXcpCtjhO89rVhYghl4zK*9#nd@f8v5K<>*HAx;4n
znjS=y+vdK`0nU7Mr0EwgbouG}c0B-7SG!L`CNCv=IPtqoQsXo-!mbFd5nthebx7PS
zHuwh4pEUL<X0br$Vg$$LQceM!QW_XSAS=_H_?_3_I?`!YgLq_|UFVPJUsJ>WbAD)J
zmLrZymx&wiof6}ol)cUtmj*?lOkz<Nv-KZfPdr{}Ti!AFe77FP-tRMZ-=TCb_fZ|8
zmz|jr-*H2~8ViR%*w3mA9)j+8Zk-uK)04D&dK2`{6K3f`E-<~UyhsP!8R>}fL7@)n
zv!0@UTA4+nSB`$CtBk#SQLDuiOQ#+t(^YKL#lon&Nq#kr?k`0MbCseZ(@B8(|I^{T
zb$V%8Xa{>Ke8_gRauohoQYdt#Aal}iO*ogve6zMNjR3)B?Bs>}GbbQ!wp1o_yUjHr
zkA~NXd!UJLhwZhoFQ0My4l#xjIQf>}t~Y0-ZANdQ0a``K*%!)t73NMYxa4<xj0A`e
z$<|esw-ErObKX!o!&Y9=jcuE^hGHSNdY}|dW?18Ou#Hlc#_J#}vs!{Reo{nCauV8h
z&2EbBWLB@lMtMt$`0J~GY$Ay5o=+;K^IGyeUhRK?$S-a_tt+*OBbut0@#e<a^xgQy
z=c+4ZXWs92SEQ3J>-&csO7`JgQpj}T?c6w{OO8@~kWHtbO|WHu4hUdbkr|*~a%+(r
z#P%YRR_tw}rO`8+54G!1Q4(**3n)5YXpdqO9mo%PN~*UqZS6Vl_JOX!`quSZy*2i1
zG8_ZhP8lDd5HGW8i)Swf1)s@OqWHyWA=j!Viw*sLCSZ}4@tzO4xiM3lEkp;;brLlZ
zN&v4)SFJ^q&cjt(OeVppMYO9M^66net~V&3J3%f=X>@`~jXAjZjc&bpLes|?%2e_i
za`s@}ZW;Ab<yw1YV74-mLFge8@WlTQ$&XN*`T-^BXG8bSKS|czb=0UW7e98c{XcyV
zQBww>0`p-V@i|uVoVQ0Jo!^F#Vh=J{v=!~5pJIY?81!u`p0}ukA)l3S7Bs-ef6XvE
z;8E0!ln<Ka`-Ud4QeOtcUOtAcD7<Y2lUQw!;-sK0pe#d&wMn!zdm_E;h2kxs0lX$#
z;-U$9hdF%*wQPG>C|hGpir!n9C}MFQWCXA<3*h2-^(la=b^G}Ym&#RO!v-w%S@Otj
zaIR@p=*=4_J)^Ci)lH@$Zm`6lt3PG!ipH`lGWmv=_|IV54zfcu4a_`TLy95Hn{G{#
zIxL7Zb&bQOsa;7N7MzeF>l_rnH$(uH?Aywayk&f$&P3(9*<K_VYK{)JY<tePZG6dB
zLz=k`DK9@IjnQ~RdiF}w+IMp4eYhIon?vd;PK*%0Zfb#i0;vPb>*z<R!_&F`o?#Ew
z-Q`Za0j+P+@&NYL8^Znn^%u4q*l|Wo4hJ7Nvy?1YTrJ+B-*zg>jMAO?Pv;2B6QJ<K
z-<XzeFh!&~ziB(_N%a%&OCQQX0n>J?ejJ|w-Y4Z-Ai;Y`@=lP@CV4nThpL3S`-ptj
z-~QMRQaL4vDagmkTOm_wICz+IT#gg&J-Df^CKiXoBUsi)^1h5PW<0W^H*pP=z=<;{
zVOWc0sZ(X$NA)<N2{^lmCg<bt0LIsL!)x2_%ZauaTuNhhjY>)%+W>ekGiY*CT$YKh
zeFGU^M^S;r*Q9ZVTH>|^B^eYJkhGQf2D48%L-FrX01B%HY2dxrxjcI1pKMT441%ln
zmOFVoE*M0cwX|#R$9STu2kA5STvg+Czv*+#HEw^4@*ZO-z<qIM%BA^?`-hvu{f3H7
ze;+!MfvQT0kz*D0Tl#ZYZWPsGWdTon=>-UEgMWm{6L%4eax<a)AMIqA(;GOhBAGZl
zJAt>M*E?QKY3}uB>jOmS(r<kbTXaX9a|A_{M#m~n18Lk_$Dq^C=O6Eqi{O!9SC9?n
zlqp%faYEfOxXmA5ZCuc`_wZ1Pb>TiRRj)X6sL6wJ9Ibx@G^ZicpN%ricS+(uao#=R
zszaiq{Y*D5B^PWx#;-kAU_EKyZ6EX#uU9RjIl`&bbnQ)}2UCwHKXJ-m_ciz5*(mVx
z;kX@HWacQ(?lhtTL3Wrr4!wZwZ=kjTTR2ItDtQd_lI12(5f7QGOuj0)fa&h%0d+B2
zT?!xOGG7yo?mkvBGdQ3rT=dL-HJsiUjqDfbLT}CEz~z#X7oI}Z)^+KuR9?a-a>2;t
z`}J<_J$Q%E8w;V*@F;Bl^8B@5-epZd2EgMP27LYV@Dp${4UCd2ZgDlUAmPq1Q1<C4
zJ}quU&HvP<qSf;OD?e+t<3dMTvEGBzPWCCab})JbYr?259@>HT7c87ZB{ZbeqXj(#
zxG#-#!mSnvd8{e3bl<Hq$=64)ZB3AOI+K*#CVw~S@g13dUFOJ1*=g}@4-Xp_M(AXJ
zF_PbP4Q6W&J_O4VGnaNHX8Djfwmc?|r{gKvp>?hqhVd2znq;mHB|1&n<jnaoT9}Km
z35yydfgnSLWm1O5CAQ0nB|RTF8HLJ>SD7TQ3fz_*zt{3BfY}pL*r$r`n^H?*==l&}
z3bD^ciK4l*-|u!DnML;;`~qeAdudL0@lR?Bv}>0G9Dw~g*Hg364R-a&VHfIYNvG);
z$7G71o~8iZComRU08f>++wVxdmuq1)yAtWfh01y0mD<_otad_<G(V9Ateg#-o={BJ
zu?4)6#nEMUm8IWS-kB`S9Jz`EW@3?4>9cPnO;22&is9`9RVV4qB<b8-V;t+*<cPUA
zkokxAV+z2b)?+w^K~S8OlS@cRAUigN0Z|X!1S-!E%7P}<aKSiFtx|o2&GD)K(A%ss
zW-Y-OzeWq1k(1i&j&V09r?fDBiwSIyClm9U<|%64(OG;|?p`B#+rE8e2oRDy6cB~6
z#Df-Ot${~yMi!)^iz5Tt)B265_NM!o;x;aRhXz_fh<e^YL08h{e9*-`Af?)z4dOm2
zLVC|Y<9SuGEs&%J3i2IMs`Br9`nvp*pP`@{rXjWz3g#!ZS#&{mU>H@;0HP4G70_JJ
zHPo~pCUnqdt*yCoNnl^LNNc5H;}u;x;9UHq%Q}@K_K?3qtA_}F5f<6XST`))D+=kx
ze2N{g>jh9ow{!004`KC)vpH{?&-jk{@kCU|p%IZ8;HpOYgC+w*(>|Nj(eGT97Yd|R
z`wypBg(mYM-H4OkIwAEoLj=AO$007p)ZMrLb{^dmT~-0L{*~h0-efR*;#~kGm<{u?
zhCAPu6!cYXN@dM9ujKc$Uhkv^lu%QHP(7Ko)2VS}bgwm~sa46mFY<LL!4>6gDN$`t
zWVGQ8viz<!T8T|bavS+v?<-m)E>eoHN*&QVu(mETa=``@r8NhMNct0|0RcG>?`qaO
zc?T~@NCslMYy$6Y4HFvIO6z_fRur1;PD%4lIP@x~w1U8hvbns9DzZS=HblyyYU033
z{V{YSu*X}%KcMwb)*<;afXn5BCO0=?kKwc%w1u;<rP#`k{iG2SdD{v}D2E-A1oT_P
zee9otcH?z(zT!v_TApyxecWgbL4kJ#@k*0>P#0|NOhG8AY9gZm@>L`iA9szY5HQBY
z{(_jLwr3!9FVSSEks(PJ`Rn$$E(v%WmgCp;clE^IR5m5zA*KVfTF3G#IWT_u=yauy
zr>2zI10_Z~qQxKEps3@XRQ`waR+wSy!BH~J+A3Biu8BbkMi<<tiLr6mB>m(025IcH
zmWkMI;E<l93baOgZ32)s`cd^48YHiiwjY6?OgRld{aV%)EFjA?b#c&61knOOHDl%V
z{@DLGOZ#gQ1?4!`s_R`WLVym3ttw`iyb*O;Ldn<b0xyrloc;k&Y>lQ9q&zW=4@tg}
zHfP7StC1L`r1V|mR~MYlbNOSd=GtU?BM_{XPX@`!odQ+)+@eRDbgd`q+{Y)R*GWI6
zJ)3;kT0oKshOpm>t0AzP&Qm9>D5N-529ssUPP=t0zih=nH$dq>c;`E@{a@1_EKaKQ
zN7nX}QH_iP+i4cRFtZ{^mDZkz&*u1afi7fw@mj*0+GTg3I2H}L!#9ZsVLi$}TG5Uj
zpb~4{E;RRwVx?Gl<7BlID|aQgl&0GMws#)DU7)@irHZQF^LFwH#&AjjJcZSF?K^4@
z*H`2K8<v$xl=9dH#iga|p!UM>XMaI!Mm*S?J59K~k8qzX?wC)1sp0PmX+f1ZN`}sM
z(gU7V^JIY6kNVDjg5V-X2I0b<nesHKKvrdO-*J{DAtG)*`8+R;!s8yQ%u&_3J8<b@
zfI01iD&(epzBVHENGxR2^>9Kx>c`4hXYxlswW>SB&CDeAVbH_6&^b0BoAoPeQgYmG
zc3uMEhOS0|)lcGKBdpLw?tBc+Nudx}aI(guQ>dZrgD_1&u1WO6R%JogeGaP|izN9F
zmM+*-G1(?vUGR?@h1x5ofLE0l6W_2oe!#-1Z3Y~%3KHUL!^^W=T8G_Y0$M4=>m*W5
z;dQ_hu9G0%KHEC{0#yj6m!;f7!HXfdH7qRIrU{J;Q&l$P$~`ciO+{3Qrdyy)^vxF$
zth|G-Srx(r#K7du30(ViAV6(${W=p`3h)5<_hEjgkVs(C7ZFZaG3`miGd=mFef63j
z3D!OcPwW;>A3silCsL^Y?^qQ@Xggb6WWbyAA8U&EJIn>e#Vkz3eeW>raX6F1S<e{n
zho%t2L!^JRUp4#A2#FR5#J7#6sM8piD~ix*b5x`wb$6f8H`Hi-iiawNCAeRvAm*ND
z-p)IdW^;IEj9Cli91l+}(2=_Nr`vXxmH?v*e=E@l??=Oj@xhl>(fMFtCpP>)PUMU}
z%AebM;l2LI?vob}IWuqNPX~R_zO1{?lMrnc+#3xnXWw*umQ~-lc9dKd(Yd=7GmDEe
z8CWbaOEH~27J>D+A-{Q6i!z*-c%R+8l=$*H**;2X^nc~*pV!$mVdXV}y9e!%z)Axv
zbU-%hCs!M0?9Z`R8F{k?SgG<YwJ|!HRmz3I<Kgp_;<QyihbtONT$;l3$R6VD3-djr
zKz-rBf(g<R%nB*KLQdMMd)n2j8P`(VvrH`xL7D`H{egoMU-?Ldzc=OnITwlvH({_R
zvKa3NO$xW&RsX>_1$_Uk@Z6Dei4y4v9-~fOi;6|JdcK`Q#Y63EeHTZj!@p}808Gjv
zbC9|LInQOkk^%N3N34!&mk#RO8oiWLu-@?(pNE9w1Kpk>97F71AupV<*K4rSU?&)y
zJ6};pw7B+F8=pXqf9!r1#dFwKJ%g`Pw;qtiAA_d&S{IQLkR<(Xz-8VY?zn6Zr1eQ_
zuMu~+Dmt!=vunt-W^z6@9t^Q~))p<1;Al>a3pAM#_PYh;p@*q?N_*xk=Qi(Ns-D&K
z8Mg1-k2dO6nSa8qh;}TIpgy`9tBft@g`Ut1mt`H01Sq(hw)U6vmDRbGvFdxwTNs1+
zcHHby+{F%ycTAQtLQtc7&)Rt<{;rDJ7rpBRjw9~-{`?cET_IXCUM3MiiS>N{jAxjm
zSnn9+R!DgURTfDCW@&jh3T`us-^naXyl%#<a9;XjTSzz;c{_zeI=*`@UC7UazUSB3
zW)p$&lb=E8pr#C(+%BPi_t5xICQ||k)C&i(lN;2z)Euf<*=|B19Islv9AfI|Q7GX|
z72%~|ZW5%_xCDIB2Uv0K$Kd!6Uz-dE(K!47Ab$cx!~L^p4x?YdAS*&;)x1`Ny9gX{
z!!O0-Z#!5VsfGM04VA7@QB)peYMvO_L{1h@B7oMmR^<<#wDR~n2`^POd7n+V(S0I&
z0X3|{FVHm^9zsk6bc^tMS2CM}8FJS=I8c4UY3!b=j0PJ)I;k6%i47DUhR?iW+qq(%
z36Iu<@1nMAf6Hnp$!Zz?LEM~pzLD~3F(H4e_Q`z{RO9H?D0x-CY?^elisi8~+4NsP
zYyt3tt9MR)E)jf#OH|oC6uNH>M!5K)KTItBrL2xB0yc*QpThdDq#`Vsz|qb;2Fr;e
zdeM?|6=@UCJO?G)$ZwSJyV5>PNHhf+d>YM_*X30a`<^C#01ZvI&+M`FsK5JOJ_Dy5
zRQWO|;sYx0`I8$^04Zz;xNNXA2G-~rABa_+cQgYNkMA{~3h0c|gw}T;v-jT&=Lhwa
z!(lAnLd-Iv;7DTMauV3RH}KzFi_-7Kyc*EX{KUCsAyM@sdca>0Hq{%k^vHeBp5vOt
z$veCT#4ThsZOr<(gJ{Qiaa(?H6-&Tcid}wns7gQ%$}cPQzdmT!32&NO#)MZe2((u?
zoD0Pql7_=VcQ?%3(zLP;M|X1_aixbBQ2_PS)$3w~*u~hj(NwhDKapC^nnAcBnHj0z
z_C1G2Zm2ZV3qcl{NsH<p=HpE3>V;k~n06901TQ>I2x*P<$V5v`X?;$zQ6~|qdSEsR
zee23MPA$U2nJQma$9JUBU513G(yJ&ayL-wOUz`}&nSU=txACwwK~z}1JmeIV!|{{u
z!=EO^DjBjgDDPQ4ybDspfN=!1wA+IF#EZ%^9ASQ6JBbA{VHCvcJAc!2T7!i8lC4AT
zB+FCUfd#^4HX39ql(I~!<)aSJXH*)CpI%RJVJlR6Pt_<+FyIG%R9?;e=Dq~LYqFiz
zoYyrS`;ob$81I$<ALo{ffDpytjs!nYR`6kLxf9>8fk$HnD(*;?xuih~GmTIM!IP1C
zh&Yp9Jk2v`e7S0{BFd>V7*#e!FT!Nd;!zi^a&W21rdPrfrONZ#k?iHgU+Eti=mlBw
z*^r{Y)s(s@BpcOYj+wK0YMlT(q((S#M4(B~=~T#`Kw!(X5lm#;y1RX==0J(0ZgEFW
zFl1%mvC?E(moIevqMRW;z?Y|Z!QsI<2h#E0RU)xGTIyPU!oj)KuRl{dm*6aRg1VyX
zw`Qa2%=W;&5U3dn7+SrYHWjhp+iKp74d#L!%^3u*zorDMIp>0G|BZc;U8{>Hh{I5A
zx<0$E8H+Zb_(nA*>PfbV9P{hla&G7oDzYAqVj^nNBp7P|Et$~J$Sjz>L@jnRU=_+W
z3nB0hE_|Rjs_*iH8SHrPDnf=js+fyWC*057b;h?zbxtX$x!<4+yB<o3z#mOHf}hwr
z4Bf%LIMbQBSP}`pmwwgl^A^M-<xTV-mO@uk%83o^-rFsidLS5;On2GFN^zNPr;Q-w
zMa1~d3>$KH5P|)hOrFuMP^eE@iAE2$IgEIuxKS<LXV^POE|tdvx~Rr~R=QKM2I)^N
zPQ=L2dQ1G2o66l!sDJ4*=8J&@Lru+2G=D1`0>e2kW{yDCqS|_5FZ76ecWTA8--!hF
z=<XCK(dMlom&yaVg+_6nd@5Rx1aYX~9y0B7)NiEx9H|!tGz0}!v%Tt^rfEBK!~>sD
z;FecqzsZ8^5_RNb{wvp`NveWtft&ea-#c+ckkZ81dNY)axe{;ME)M0b9OVU`FlWdG
zY-wP{a*79fxP$qwgZ@=g%<ee7*qaQ`1D=sFoit<zYA;J0ywy>Hu~Be@{kKc+W;QlD
z9BL9cG+7?du^y5?1izEi$_1D~b@n9AR(KXieNX_kPE6Txp4A!X3_hKY1py<kfB8rL
z*e3DB4#c=|{1D7VmU#<FN<a-q2lC+`I<GB;H_d;<8=bT$SO!;O=w__C<uWdAyB>9x
zkz-s$7qJlfsV#rL4HYp5-J&-x12hrvkS6Jv&c6NUmn(oWjeg(@Q~1A!^>e{-=AXW5
zM;W9Nu!;^~eFH#&9G{j<22<92u!EJD_%+7N<JVj#JQzC>;wPvj>yW$9aN_Q*9yxFT
zKaWart;brbs?FUBH+vX?RU<e-4nvw?4n()X$Vy}kXlHk6vd~!g1Bejq6nT0sxKg=H
z7y4;$g>Ju-@Pu*dX4;0Cq?y-<3VjBhnA{+AyQ7~azqfC%+>cD<1^RC6gE0z>yv(D`
zTDQC`{`g%=57mO8XS;bxH=<dSYZhC@oc?ki!)y28RqIgVzShq;eLDSu(C~kAI#2fT
z+{WfI;V$2ekBFsmZISV9Vy;rBn4mVQH982w-nYvn)Y`QT8$sL(F#u;hj!X3Lb9C-Y
z%y&jTGpnnY2fZt6A!qa^9RXhP^J?Wg|25i)TAk*vmp%MlN|9HRIxpGYgG0t$qiG>^
zgo)lo1W)hgb<p48gb{~_xC7c7<|xkB(QZ<#GLC5W!9Rq`S{1P;mHVE#47@BBqD!9Q
zFj^BIT4tntD%_oTPnC}dG@damR1%><iT)gpNf95>kCKTA07VYvDfo7(wcm&q(Z*@I
zzD?$~<akFV0BQGF`Bg9Uc-GCix6}Yq)HeQCq#D}~^}E693m7k}0^Lsj%u8zhAgz?a
zJ2x+jv%u=@_=!tBuRY4DCxGKLphFJp;Z}Qk5ncIquMOKEl<tG!nIWeO2yA;VrFmgq
zrqm@&2zqo<Fk7F3ek8=&+(Tp?&C1u#(w0T!-lbLMCj1dY6CD1{Ua8RkU>@=|KqMSv
z5+-%9H}HJ%MRerI#}u_3!Lj6bq^7r~nSwr<P#|~ZcI^rFn|8i|<vuTDwcUKH3-#qK
z%w)_~*CL;xP>514I<P3Ce~S<GgzR9!rLA;)`#I9bHINQcz&zyP;#t$u6qaw2bRQUL
z?--8{t&#;wt4Q^Z2(+F$biXeSjgTWhxw&tAF2yrd_J$l801ea&v7Hx~(0$__lC-ng
z-w^@ilnV!ag7JH7uU9R~mVm@_M1s$TgftEo<LEdWNn`@;k(@Df_X`yy655Sq5H+d{
zznBMD@*0i*csTS$5&iLnSH9|o^%Wsp(hhGD09KtM8jf*ZZNZ{!bk}DRBAFqdL#~L!
zR_euU(S)v`um~&8J}1eVgp(1Z5i)r5f~4F?6l-jL@8y&qx9xpE7&rw+r}iG}R=x4Q
z%xfRW%BO;<9<)7tH>=hZU#X&*q_5cO*ty$OO2X?zzQ<ar@Mv`N<9FPDi=`Lv6r3sq
zt%g<`3>L7y9o8CKrZLf?6nr?2bm**3oEn5KmKq&hJ?E0FR$q#Ykc{9j^jH$sAt(}=
zcnfbB?4V~UXqV@aUe~eKk{V10TN^ra%DXqwA`X9^8?@MfrLuHlJA+9MqQ-x%`3uRR
z+^H$X@c8}g_n|G@oiO*?(nfQE43WjHSv;=f)nHt2)v<~;z^_|t51o-t?rHo6x2MA@
zmzscSk20b~4RC&WjyOu%q#8$Oxoz8Eia8~<GnuhSKS%ETs8@l6zbXOZ&x&E^rF%2)
zakIU}s{$cU_PV$-0=GWy5*;6))&Q!d+U$+nc^xK>^xQYFHj^nyg>PD-iwLyUE4*g{
z&%Zn|dg_ugUBDDzKL@M%L)Srt*;K?zRmaR&t0*BL_)_F;75q~P6YG!mldpzz_!r_Y
zW(n2a^uY`&V!&P{uQ5KjguZwwo^5O55RYSm>HCfs?WP$pil~sLtgtur;ahZEZd{%D
z**A+1(Hrn@vs)_c!_lh@^7d8k)trUW_Z;sN<(7b^+cPk?qX}_Qs1wm8(REQ9Wuw-=
zFeL|QzpFa$C;l-$S+{y%iW0Sgw82Dw2u=k?Q>8|~0DcNXbT2M~Jbwvj57Tidj)%%3
zR>X?*-~?0bw=)*jY*~RbBf(HAyO;6T&-4hohU^I6rZa?Gz2GjbIDS)%KsyhG{qOE#
zt#ajym^jOfnr{dLVN4V-xqvZ5YfvjSA^y_<*%C_ceG`3Hlmo%YE}alH)Ht|RWPVW9
z_}{9h>O=@n#;2Dl2c8B*y0axS_sfPZ5LXzEuvRfPeniuBJxcbOD!j!$a0n%FkR)I^
zl^!u9Xp?26wP|T;eTFY;(ztvV=gSwdlC3H;Z5=M)Qplr`+c^OEi40tp2(c?I6!*)&
z3n1GI)dSkdh?*;8v~48Wv*2Fd%!Ur6OB!t0?3mM5{ipxJUj*sKUeM0F#_3Lf$!J|F
zA-S9`F5@+iy+9(3ewxeWGd9&$^ltRK9?k4muutsODF-+3gvy^Te0)9B`&`RlB;>Ax
z6@|xz)U1KA=s%Xbp&&+;+4->*v_JQgR1*LgQ3ghlx76y86z}FCsyxYx?LNjy5QVHn
z?2H;`x1#z|npg-#zB&l8mKl<N3p`HCDk7W?yC?W`2s|R){zIDzDBD^><k0i&Otm@N
z!U_ZH2*D5@x&jf>Qn#6<2RzQT|0VtP>k5$HNKmmx31BS`ryxaZ^M@|K?y<9P9^{8C
z*nhtMZ2D`IvplkrFpK?h*;ob%!lmuk69k$5L-cz&^>89(SoHkNr=WA(wKqcvE%}<v
zS`qA+aihXc80cH>U|AYsjTVt35s-gtGxx(C!e_2q>X^s^fTbHp)qC6@w<Dy-dEL)V
zTqV?od0Zff7?h2sp>t^Q4vNIP2nGTpOue|>*U*QvRRJ}P+VGe^h#Yx6W(-Bk)!*N7
zU@|bnVBL8zy1@ee57&o8QO-17m^0D&YbaIc+l!_Zu7>=9`lg$o_MAbWlZ`QwKe42g
zcA})7@!{ihda4x@h3-Jk8>vULq#&gp&LtVr^`Cb0`wwzY4(3*`IcNmk1Ai9V+QNuB
zZyq8OSK}SXGfU*2ug_&QB1dM!cDye2l}FP+L?Mrj7bJcZsGcu!)}CdzgpRhEaL4p5
z$IF?24T(j7vKxsMeDvw0cg;!fqG5GomM&r)T_Bv+D`i<oj8wr_aa8wPo|-5S#AFl3
znd6ApMq8ngVQnWK^YDXm??G5_4u>71+-T?2Y4!tLYw9B=>ry2^$=KkZA_O3N;n}B)
zCTB95_Il^Mh}Zt$4jHU#mvlb0<JacNfBOMm0?F}D-1$rgI8Libl!kJl6Jsz9k7|r*
zl1r9~xMn1MO{b0=qwMT}s|uMMth6g0p`+N>Z~!WUYgz1Ppn@qJHx2b}H~W>zdP0L*
z4)@nPm!GgmSsQ5AeqE6pN}5-?gW7pC-C5Zedr7S_&-BbODFs9uba$~(V~}4Iol;x#
z31>@*r%$<(cH~p$<7b{7TVfH)mE*kD^}7~U9@vZ%7V6*WUuBjkV-ShN*LvE!5J#6!
zGhIEh@YmHU>o3Gl^nBpZ0M}xvfWPow=#z32T+{kRe$dwrBtLOJdapy|CXlK+AmVcV
zgNCbuY?gU0ya+&CLXs|yGL3PA1ljmfVgm^IY5v#%!j94pP++RvyYFqWg?(lyfa>B}
zU0(H&6m7~O36XMKZxLh@O6A8Ab0^fCQ8fbJdgUZav<j;O@m_4Zsp~9`J%=K(9~0xK
zHhPt<C!_|V0bB3Zkar>GzeO3+N@?XjFFLldI9UrN=qD}*zBp{`KwV?9A{ln5aqi-(
zF}%2?+*@o$OF%jpO#xEfMWemXby_UEeJ`N1DDbFXP~-Du&P^7vhadYrCvBK-%JTx`
z3{2;sjnYGhJ4t+-gj`Dj3Fd69I6NW!dV~`6&hSgpUdjUpgsVTj{Ueydh9kesyT`7t
zG>^}ryKp0(1=J{QGkzRQFF4*XS>tV$<Ufi94*0(8bv)(Bit~$+rTlW-w)N1SwV%(<
zv#2#x4S^>cbVW1GS?yrca9f@FO0O}{64+}7Ody9l>b%)irp}OQ*qZYlX%l9wCvUf4
zqY^N<g-4NNB4eSy0QBpew14ABdI%2;*x(I>9JK!91X`7(?CWxQ^J(nHyqyO{LqCi&
zTljXRG;C~?546W`>p)@;llsPsk+LSOffp0CRe|n?&&7M0;kBD~Ddk7Dtde>ISc!5T
zs@sKvIt+--lE^1iUhe@3JA#SJw7Gn>Nci_26yA|B2~L{f)B*>I!C6b4DX~Zi#39)@
zKARzuN(W@hwn<)PSzv9ry_ib2&Drjl+d`^%`noV>EBuZ|MMP$aAf3Yv+eMRo*)oPA
zysTg{?Pyw!+S1(R0pACb_C7t!02bzhPR3S_TPk0@vB{09*;VYJQEiL58>hzw<c@Bg
zp!hL-?bpgUUp3j6Om=dM8>fNxh;KpGI+8=J+gLob+(MYiN>>TGJ5uUKWwd&X^nTF~
zr6Ct*NF88$IjfH|Kc!;`lK*!-UagLCCkh|jQZ|TBRI|;AcXwXZt{VQk_8L#n>S?8?
z7)wjCAS5II*gAthEsHV*x$wDGfr08>N_Lhgew{d@$C{ie{(I8&^Eu%@{@6`UMQC;d
zw7y&rXgNel`SIyKDjqn#3Skim@?g9B_zF6zUK+$Q%SdLQcOTSlE(xOq2)_vlY5yoo
zg5|V?R~dN+Yw#!!O;LhDRP@$+y%rUD)KcPc;BG>b6cHL%pGgEy2_d^~y|?|PcHkMZ
zP<mNo;H|F=Yb{J<mc?l9Za2!>7#p0?!~H0wUhd&-QSJD!=w*Z+U^`DFe{e~4lT2Te
zMqjax0(IbXh(WNtu$hB+Pt!tMjl`iVgh55kuJDfeDCc9R6f5u0tZqFofEI)3@NwJi
zi{!MV9*(P6u=u`hp18jQh%RQdQ1M8vwD%v^)3D)Zm`pFVP8GB{Db2L2=X_?xd5*4&
z3N$H*X<!!Ur-9>}_E@NX^LuwZn=CIF$)ihAXY+74YarN=DyW3{O^|TkreKcb&_650
zhL6OFqob)SPu$V!li=GDc!TFLaBQ)CL*wWTnPVH^JO(mWc~x%w>kM<u$&(h%N=Z%;
z{$?bD#9w6_>!OmZ+k+;!%~oAOu(_&XTnw%71$6iE0h49-S3Q>Ujv<PeWbRp11BN(h
zk%xtX!}61F@%DZP@=;#xbK=@h{`rgT5to}}>iFRb``Ht424V)&x19>VEeMb_2$W>7
zZW#S#UmlN9v0u<E@OU|D7tny;hOIFb)k5m}g)GiKKo|pYe(Q&647Z^(Dun@e<FD}!
zYPW4^1Hie}TV8_DZj95>FTYTcbnfVP@3)g#sF~Oa20Z9ujNQg7y3W>;8PNHIi_L*_
z$QR0^)~pD+vx3*#C<=LJ+csPSR==3dPl{-=O$dP{zdk#57Y{#E$LBAS+HaSFGOpX_
z)AsaJu6<{rMd_cPrgr2<EkhKSc+GIXR1_Ft5ZLG)D=WNBrpt2~5Lfho`;8#o7$A7X
zQYPl<w&{O28;j5E+?%LA#L=2-54kvdk?h%&R%p;_qDWAF^cRF0-;9T7+mMDf$KCz_
z$C(JVP%A1P`)}`A+`AhQ4^mW6YW~jduARgnr%40dN^Byxh*%@&Bo+JiHL*9ue-TUc
zm&_^b7|F4~mLaudT;UQ+HcSe2PI+UzEa09l?hat6-DfkKk}(EMA!W$<pw4Cju%hot
zk^{ip@0?Cg?|hz*1j}%-x2Dl08h0_EzWudp{H5FDp_>%vMgk*mC^{(XQQ*`F!&3jY
zkrWc-!EJ09d(BbeNk>$0dYcYQPivZDOWihJvyh24H<2Z;hwFN%0f#~WdQXLj`I4Qa
z$tD%J$epF}#)LJr#MwG`0vaW@<v_u^BdA?ZX=z24%EmSep@Tmw3U?Mep7nd*n(U3e
z^UqZeB}+L-fSAcU!X<zQM=bLzXGVLzUev?8-&|J&43|7bNJ(B9c}(wc)Ml_i5G9{z
zz}EEduZr!drKA20O1rb%4+XU~pxv|!!=d$ILBUNHuI-`G(iPr@oCyk&g~GI5q%1Mv
zeHB%qWzB}Jpf)v4x}Zw*BGDVfUZf3(aT`w_T(G~&MrXRioatbobEmWnWJ9k0bDuk=
zO4M4W2+C?EejH0QrtU?Tbef6->XZW5bD$2HIgrMcb*HIXV!G>HmZJ4InX&6oh9LOA
z-p2>oE+L#6<yUV4jAYL=%I^$uDWWITTih=fY_Vws7+#qi>2PO!zu@JjW8#{BbL2ir
zWjWb-<N<=Ql+w{IUxrxgsY&OF;t+RjW`9#chZ>U8%yr?|M!A*q%{h1g4REzyD(jGY
zrwjfP!MG=!(p|rn?o~0u=6pM#y?%}yopJ)wJ~r4Zhh#LfvPmkIL<5NjO$1x;eS1Oq
zRw<uvwHS$P)|^_&h2BrHl~8+D{b;H{Mf|MoYL;Z-fMq1qqo#hQU3`xNqw`b;ErhK}
zO~IvbL+k+o8+Y~CkSz}o^JFU@^@I$b)x8)sKvk`LL?<>~Iy%hy>@Frr9X8y3Qc1?|
zzz;ar{w>9IRAbE3YkiuL$aKWkN8pT5CD2j$F-iySvJrSwDKFwqdi&3?WEh!<*3t^9
zkj&o#bB%LvMf*ggHuR#1_o~H|1SBDetMXz<{5yJ)7bAr!of5o&hzu!@rE_?}3Q*d$
z7#7Up=JqlxHYh2hy~faWpJSh8-6RI78^pT?skgr3`jjQ=Ji9(9AfnQj)p|Br5k|np
zzLZ~(ZA`^%2me=H0MjbI3xz?lifBJ3L2NHFp<Kj1F$va1HtV@ry6ulBj4#2N4$Y{R
z`gVMdVos^uiLL^(GHXyEu0TJD&=6iovk^A4-JDdagM9n&Q2X6+Bb`yFB5nZ-1~W>!
zj)L)1%0+GQp(Lp=1b0MsS%TJ(b?$z^@^vCNyMj>H)sWZJj?WWN`wk!hBA9u&c4{zS
zxmFuW1LAu5Z<r+w3UkCPpdGq<9dudWokC@80;8!>P-;uzM<~ESwZ7c#2cDk*<a>>&
zu}_<rDVIK8B;^BKI3vx_z3(AUW^7<&E^RqK02d0TN@5|y-8S-4`TjjYQZ4%}WYSXX
z6+oWFyh?^K`J$pnh|Xc<wLVsWb%wkbasBu&(HMy6vKd+FvSJ)dm9D#bJ*=;U;EH3A
zv0l)KP*FV}AoWH~YZLzbwcnw5{uI>9v`9Cmf+#AAntQug&#RN%D8)|j2)YTDCc_f3
zqwS|T<_Gm_Fj09Z)5HF(OEEHZWV@@xSn;hV|9r>q`ZNH6Y=i>-KO+f>==M|4XqvMk
zV|p3*>AEAGH7a(;<_zU@Gnm<jFW<~C#Z5xO`a{U0v;6NWsvVf#KCEMh1y5l_U*FC2
z9Z<Qcblo}%k?MJW$?{>M{(lYn_yLdp^fFXa;%xyCNH#|_k}{SR+x8aM>eQ82;}tl9
zA?Xl<-aa3N3Rjlc1@ZtlK*+!N`xNJpN0U1DdrGaA%pzNmE@z%#73(<oLUrYX8Gco3
zZU1rJQ238WXIE#Bl9{!7N>*=i%5)9b(V|MKOcpwis5Bwx&K*)sw2N6m6oq<kx?6u!
zTathQQRi<jdx?yU>A_pnD_$@>=<m|oP{P$g&GAV!`)k5OfYu*qwt6tX0h*+<Gr*Tf
zLIm(sC#_*^Gc@}pP|$5FRcC^dX7Eb5$m<A~&Wk8FYeG$zA78!5TTnGdO1e1;*Kgj_
zeADiU7<_oV=`B*z4fg_$h{^#IP(gtIo^-=51q|zjk@{Rk;u}Z)NmSdd;uAepJ8*P_
z6U*hMqFpC^ycxZ8pCGvubmcDzlDf%MI~k<@NfC?!5zIAyE12sD%gQ~ptpKnwEnCCU
zjx_2n#3QP_0Y3dIGFIVmM%t|(k(}Tl_$jrm=%Z*I>J4ls{s|^c(A1$0FE+BpSLb5t
zEfFn9(<iuQsaP)OU^f_CGmp1jNG9RDxcQ-5lWg5A`p2}${2qf!`<{-Tl)c?H2?8jF
zAu1z2qEhW2h;UC1`N1vzVAK<CHFTUF$zh{5@@Y=k-H>9y3$O~N&ywg*C{sY*hN5^u
zx4(r<!EZ_w>R1vQkY&;3yFhB(PJf8E{1d3J_4)Jk=1?g^=C7o~R$4>u11A!nbtSzN
z?=XJ7Vos(IPyX0WzdhAhxD=NxJ2xI;rdPW*VO%T|CS@+|{;I_b;2$iyn#f90=KCp&
zt(x^D%au#P4VzcX2oPFB(gH5SMo#5mm(?C*n(=71R98~+R=&`kC&>Do1dnw?n3P3?
z`eKSgcfF2XA5%4FS^at!)h8Fr$9X|``6>32GDm`42&+~{kPiJhq0sCZpriNQUO_h8
zI0*YV&>($rCtTfJy%eFmbkA^;R&duWU1Kz1dwXvc7J>OtV*A?y)+8O-MyZAV@p9CC
zwluOmVHXZV5=mng@$mQA-eoP|VB!(A9u<snrr$M8Y@lwr%3EaM5E?%wBh{ZbT)_5C
zT|a~bfsVWI>E^rolgu}U;m@PrW-5QWd1Uc<Badw1IV&JpdyC*d&R>6K3hJ&E+H2ex
zb_CfrfH771S~G5#L0)4)RyahhU(wx}xWGw0%i*a+nwpq=!%@a)iGKzcJa=)7!B0c)
zLb10Mf86Z=16@cDFAT>}&`?9$%PP*vA={?^fxg%wJnXp9ppG1T)?p0+N*E5$M8dl5
zTKq;(yp;z!1^u|T-5L21NSi>FF1&X9@&<s)HSYO>(dhypKIK9#61=aM_t_#_^9ZhJ
z&Vl`JaZx8m+m|um8mv4CliQwI54oeG8jCdN#(&C{2*E@ijflwfv5Yk94?*U_SKEEE
z!xv9E-g13XHd7Owmfch*TmN3Y`b-Ar@L+JN*tru4N;Qwg(Vz6RkrZAND^3Etu?%t5
zgH3UEcwVz3{<ArqQeknAG{=ZRDD>~XL##7hw914Ep;!EmsCPt0db0PZ*%6uptA+pw
zibeK>X*WOAJSs8iE(P>kLNEo`*E-M|S>UXt-1y`SyAk39C{~H#7D0#;`SQL^=5bMv
z!^XdH6VaZKX<SP8qfFeg-}-xt`fsqh<`E-JUDdTKahyYB8?-MAOqsu*^S9k)>$<1D
z+A^J|#dHT8>*tXo1rOAMTKma@wIk5hh!Q|6bz3(E;plKo%LTA2eQ|oV2qpk&*JqH;
zg#gQr>9tPBt>teJDT)c64ju^rWdw8O&A;UD;Q6`+ZaB?d@z2xeN$AYgCcdo3<@G(t
zAj;w}@YM~AhFC$zUE~>lgQXrnJbvVOJY#pLHYv~*%Nrc@^_=|v7EIYCLr=-MhGTxZ
z@cMorYAUK-Y(Qw~VFY&fOKGDc_j#!-H`!LrAB1!V58p8&yvS8iJH+a(u3jBw&^$j7
z4$=hl(e0#1VS%ag?QDoDSw4{yQG3kK$+&(BTU*1HCb9{5q%#V=ba^Lpy<8;h3Y5|*
zv4BB~;y%u5wuw)pMmvgTPa77#;c(4+x=&3Vx%l%g?_^n^iR*Mncm>acKF<f5)fY#Y
ztI`IE)Q&*P9x30oNCCAjpf7K0=KtgB9D9V}f(1FYZQFjvwr$(CZQHhO+qP}nvv+T@
z+2s8L=W};XbyYQUf(hDCE9_#6f=4LNUWcN^NayRra(Lw=N9X7VlHA%%I$2s*RO%)2
zZ1<G-sM&m<jz>OPlxQLKh+K|Wp?Z4wzKP34Q=Rp|2EGNh=nrDPJ`dwh&N+eKPrg6f
zzB4+!A#?iLZXwm)tsGm9a><~Wk4IewoZ4b8QX&m9ruX}=G=67Rh<HX%+hycd2h}nw
zn&~5*wSZyd5Gs87?lfLRtKB*;p&SW}HXbh!)rn=#4(&;`L@R*N>-8EEW`V6HHquB3
zHD6~*xdGj<)n2$xE6){pzln2&1Jx&+%LDWI${vi?AM1NzzBHcgv~z6zqN#cAXOy<h
zQeJV97fIG|L}uQ*#r{}H{OUNmpu{_x`kqUG)Y<QyJh>#!{GKDRVv2Dy2i2{SMlkZ*
zD^npqHNn9Ur-p;a4^QE$f;&NVCNFlua*lO5@^x5uLrhFo>iR-QXya9_3drqHdP`CQ
z#m(}gnWqMBX$F;ksuSNvm4crbyQOTmYx>kUhTIl5?Fa1ms_e?D(}gAlysww3+Uya(
zpNgqdNz*M{1FNpwT<0TDub4E!a9@O?(XA1Jt})Lib*Vi<nh(4!#4f3ItG(?vG6EG<
zx4ecm5Y;~B@y|pBlwg*??@tFD!gw7#Ogg&)f^e56RMDDysVFbnWw$H*5cgWbuqZ;W
z68y)-nU_W2fkl`~z7C2H#G^c*>s(W;z&xnN?(wtDy?X?7%u#{hW*L_sHmYxy@B?mZ
z!H#?(Ylc~sL53UxeBO(Z4AfOPwELxzH$x<M_x<;`@_4&%rn}-ktykgI|2&uHWCeXz
zvrte&UyA+q=kQw!<)@kMROvy|TodQcvStjgRYsvf)GE~1$DoTDwy2;JFl#W?_<a=Y
zwv%gU9vbE-3FDo(`?@TtJGKn3RL#^Vmz*+qj}4Sgk*mjheoqcA?f&ojmhL~ubmwe#
z*=)65vUFiOMknc#_YKVQ@l(!dQT~-isY6D1jpKR>FKLb1znw!WJ02p@tC<H%+pgG0
z8*E`m33ASeZs<(RbUvX#Nv^-BJgd1wf0`Q=6S9}vI=1J5Loqzef7o*3J)smbmM%y&
z%ct~TIwv}%7pMbaj$jOPf4G!*Kle{un_mofYIMa)sJ#~%QUm2W0P2Yb>dR3gJv;B2
z#O+-IX}EPkmm!gdW!A0i)%zVu2KKofXO1(y;!?0g5}K>gv0o4ttGX$X{+}pB_?gq%
zqO~7%+~eb>-RIHX1H5~`rwy`*vPrX1zg1aUxhPJEtSL4-lgL@*a8lF?23goW18cWp
zV9pnY&v~|9)-Z5y7!ppdf8PE^!T`@qXIsyNXvhqxhvmwi0P*)MwBj3M*C`{~v&N;`
zg-%53GGd%q5zTxwv}DOxw>AZ{l4&`Cq&MzjBwM$j5@1AR&GyF6zIqf+Nj=9NW%*Dg
zruT&xLD&nR+|*gfX#vpJ5RXGU!{G(>o?;blbK87X(!YDy-XZOMHQ|^BAP_3I3^qI=
z1oN+^YG`UrD*)w6$S{bex9OLUGJST?j-rn{-1qcfC^%_uo$FZr!yOVX_HVERV4qF3
zLR{K~pe7WJjXqYe$@9Za#^flA6;<`;=AcK+ds;!0l~cZKsL!V{tvxiN*F&by?Cgh+
zC3^ZNCld7N2I|M%J;5jijxpd8>jqWG$-HFYKgxTozc1%09wJ2>iiP%Kt0li|?xF_w
zVn0-036%bq+|NOOeZq&WG}Z7L3AbN2&s~kK*^xbPxOAoqLAFQ3FpH&|9vvvHPOcOu
z=6yA`=pt&p+OJ1#`74`6{MeS+isFUkZqfCgWlp>$zSi!DZRPAeU$~wCH+;G%j&I3o
zrWw*}2teT+hRLj)@QiLvT4W!&)sE$k{puF2+%awm{DDg#KT6L|*sbhZ1((0U`32pf
zS;Hl<<PiAX_xv7Vw@~(YlBOsLb+g!-M>-Bf57+ep6KG(bdv9A8X<koqO_wzMl{Y2x
z5)91pPkGOa{!&`|uOp*(d5QswO%y^MO)QNWM7-;Yia>+5nf1#p!YBFN1u6E-NgtLC
z&`Ky_V|N?8LI{lsZnD$zRbr(G4)_U#Aul;%$F;vsB*^H6saH<bkW%Gr^-vpSP29FX
zN1lDDtM=)MTl|%;8K8#UJn)VKFR(-nlddF4)J7Pb@fN3^8o}>kfKshw4xb{%2bE*i
zzKKT8;s&h53IX^(Rk$EO+{%7`_O+He==f^#s9U$?CXs$n8f;P)pjE`|5#9x_i9M+)
zBUFUOsI&3`$7f5Vo)z0IHIEuhekrP>y?CBW6k+r3XK!)a+x@f?b>*e%*N15}bQs=5
z+j&K)sWRB$m5`$jkkbRxs~#Ik5Muf@^>-TjIMs0?SKz;WsQm@n;C6MpqBhic>2BLe
z8t|o|rr3j=Y}4s@+wXY+NUqIc*<FxDeOi>rmRCuS0{*m&k9)*TK}Tsw^Mr!p+Bpfo
z#TnZi!#w#-E3~c~fCOw4F(5=L_V@(IGWhIIUO-B~j#P{No)I>C*IZ@4nyMD@P-W;V
zAL4upe{Uzy4gbKtaDonGzQBJkgH=$2CY&KsPsm6ZF5G=^8m8nt>FjB<w1M<GoM@mQ
zlU;=Fv+<L}xXrqVT$X6@DeHkxtm3<No41|R`kfFdf!Z$baA)kVL25==@0Q(l=y2*W
z(spg}+^-_~P5Ty_vF!mj#x5h4YlDO~ah&gpm}`>7u`y>Ki#2ruG#-mbiqfPP2XC%>
z)Jj7oeQHf<F%@Lei;bSmU^(WjuyR{h34=!1Ot5E2C5)}axW=CD>A0d-HJN#eoTxU*
z_?6d;zP>~G<0)h&>D$JxdIM@`z7X?S-h)viUL;O*#FXI4GKYs<vkdoY1}^zUh;!an
zLe+eQ5K^+lCohQWas;n^6L*d$?JtTUiKotV-<urG;=q~m|J3HqDmbp!t7z0$`t-a=
z#SeumNPm2m^+YqcCfTuYK}u}jA-G<(Y(kVrv(gF-u++bgkV576t$yxO7Cf(OnyUj4
zCs?lSNcWYbE(HIW_DI4w?~Ty1DYql3T6_KG0PpfXBF1glSILzb0+BWBadnr3-#T18
zlp1s6s?}YR57)bQ%LOsl9AJ*RW^8WDRV0zegmIe&+@WA(qgKJ9`G}cqOot2kSpLbE
z4E$NK%nc~2XZZmo<2+;E3RHIsxk(Bju#rJjgu~f_i`y{ecmY0<gMV6Y652_Z)S}oJ
zvvACa3-&9mAr&cp;P&=;U|o2S$M>zKS`x0x6n|cs@Z#2T+IIc_RGFItjei9-Crb^$
z!Iq$+V!xtAq<biO;Ry*#YUOHzx*m*Ll+q9mk7uH4NDp(UiegVxF$SW3yroB!Ge}#h
zmLHi-O6eB9EY1pqevM})QN6j0MXvzha*@&E{@Wh+<k$N`{P}$W9#WYlY;HcGa`}r<
zGJFl87RZ9^2YJQv2J{d#8aqof0Lg!^2PiRFr9$WKMybdj9uw7Lz@?$~cBnZ8ewRw4
z2vpDuR1K0YL{gp9L4hJ_6Rrcxd3r|YGBK3%eRTN32Mn7Z!i;4kDunj8-4S4a)5y5}
z7l7-`<Ti~L;<<b_+0qs?8p8Z`{?pT`7cnP_kd+H4QM0eU&BTdo`$<Y>f_TwK1p6Ch
zTk69KPlcbA2Epz29F+)1eBQQ1<%Sbe@hF~<I^!!IVbmUrW<?oJC=;<$wG7g5PuaY}
zwwSHIVU+!iKQK@kdlTKg)_og~X^y^Y*P`VApz;*8IZ`8qWw4r%P(Ls|<0UbMa`hug
zON|+M;zo(4=;2zU4vsRSg$_TE*uWMT44$!cCTF1=(U`|gc_>vM3#0oFy8<f{s`+*i
z8T~jPZ*KVcfeMPsEQoF&b>mE5P2{&XEN8{iE%sDIGDva1TjM26GEsEL#y^oSW22<U
zFA)n*FUU-kUm}&47L(+18=Z!0KLc5QM|RY?%>ySYt4*ma25wSLk!Adrqa4aIWoUMX
zd@wgh2TgiGoQqgaGT5-g#N~nx-{OV0k~|ToPDyaoebO(pkt0`nS*Nex+z^WliB}Q`
z4_YxipOtBu&Vb{Y`MF%3ZjyZGNeD`hMKR05R1uCasrW>+2i@{C+A`y@Mg`v7p@mpc
zj9S5MKAyven46uebbEbzy!PME#-43m8GA&E<VY%|s9Yxfs{jex>y6p8{Lkp1<5IWi
zzlW7pUdZe`hMD>PZOV+2O;7E$hAy^(q=#iC%t_L1LwQENm~|Hr6H2pD-z&^4RXDs1
zLy>0sAlng?WsKu0+6NCnFe2qRH@9;s+Jcv9%n4<i!%~iy($EP2!kv25jS}Q9Dtn8V
zPFos&kNtsqo%v_CAVk;TX@wbMOa0!P@Zn}O`S0QS`(J?vy8d-5r$S`UjSDhNxXuI5
zWDy5A5^MF@Sw0PZhBJoui2c*jzCfaAIL{9Jnv%+xRV{j!1azX+3?GVDk_V;oxDA_O
zSN;E0X5Qw}=|kAF7Qo94pfsxg`$6<Kv^pa=t;gvjTTsSIvhH-DEbd$h_i|7;36-{1
zRy^O?(kzED^0d$~4_)%YV{Iw8tX0V&G<2Eti`=N%y?3TH+Nzw|ibhHIF^aiqaqw%}
z4^)M~@8os7);-_J0apsz>}%a{XynbG^3FD}by8FDChjro^O(i6gMq~IBw2AsFgD`d
z7Wl*?snT&|G&US<ijR$mWB5u5XX~pMAXTE9=tQZaI$ahZN!p)jZvC34@9h8)f?%xJ
zB<6xeN(_?i3n8T_X^4=(D`-UZ^tSY|8_jjY*|OZ%%JohV(aDlF{7rUb$R3sq+OwS(
zdqx-~K9ps<rdJ0+%O!}SGL)c!UlNssAmI@$$(*`xOMd^4f+!DFX4o+7!kl-;?8Y_X
zd4Bn&tbyb(duxo_<al-S4X}sfh1EIZd9_%+G$hva=L~!Ec1$Jl1*R9drMw@ks)Apj
zG$kd8yY1<0pd=4sQUH?)Ln0-xa5S0OX)E=PUZ~409T(5<q*^c1_X&Tfz|AQ2=brwe
zLkH(YRTJ#~lUu3%Z5z;>#kS&R=Znuj6lTgMWk{>tr?7GM+21JaT>79d*ay@*<#944
zgGaF3kMk9~I+`-J56W~sJ<|#hWl$CtZTR{6Gakm$%Q4Bn_r3Bo5mW0^yt;NJksvOE
zT+vgqnsf4I7jk<=MSoVf97)>=YP)lqrrp&j?{gWS;DPMXd6LYB6j5h&gc70^CwDHX
z#*B{6xu4xschVfDe{j1u$<JV&ZE6S#q_7%wk`lU{8oijeXdE*N)bAJ-Wa(TX-&8k9
z$oh_*07cs6o|VjX$AFt0j9hyq`U#~#G!SN%J=4a!3n9h;hbHkqBKZCteNklXZe&2-
zJSs@JXx1$a$EdQefqwx?y~MIDc;J*^H5btZT;sE1xVrgrH+Rd~R|pK{6)AblZYC0Z
z*?UJH7!{-eF{v<ik__5y1r?dLPdB*->&%-K5dS<&{0bF|0hGkj$u_39hZ|n$`mFaB
z+^~&yN1BTD3wPzn{#kHLhYYvZM2=<YA^1U{b%8nxHCz!;y>L}y5L}XL*vv}yS*0QG
z;HmmiC}BwV$~XCQXRH1tN1V|ftgX1gLxFW58i6J&!l?InIO+9tG4mkXEiDG2{Ys<y
zX@w2cBm8ep{L19=BCL~!+OLY|#qE)n@NlqqsihrJxuwdcOk2awu3a#f<_>qCIyl2{
zz<AK|QRjB&H`14$`U^tuZ#?u&5al0^tbV5>`AWfXLs4l3l`5xHXQ!3Yy?T{$UT^IS
z4Irs<Y2a#JtakQV7FsB6QXVH84@#;7d7m6fTd_fcRS+HNtVDUw@~=}M3Pu!_a4rIu
z{X2)^3*_NBLZ!c4!)B>-kSv=EGC);c{1DPr>$e++RXKC)!QDjqDPKXoJqH}nSb^Tq
zRA*Otp=sJkV$QEM>Jbu|*!tL2OWZB}IKl@?d_qtVMBs5Wo7QBlI*$|O6of%U(<71`
z>WC}L;R}>8M8bG*Jo@PosZeJ=0^>Z4JyCsqs>^TgfO(O0UfENV8dl{EmP*N!lbi)(
zk0&=bDteftCN6@LXGupzr3leztO6|UT{YVhIpsRs_s|>cyrXmPdyF(*CoVO_G<Iw~
z-GHcbk4OAr##o@{5Ha?Raew0BUKZ=KMb*eydtX(u%%k@kMXgT?t)yJno6n^~%8SUJ
zid#|-ZJPin11_X0K_r*_lX@WIV~fv)<d*$x%c;Ff$0<!o9mvtpSN&MCS{bMo_vB5*
z{z=n~DNEhe^bnB0VmpF>zcum?BiGG^>A@(P-(mt=ev^f1-bfsET)qK6;8dLsGm}E@
zA)rA*At_ky2tV^-$?MF82_>+=JOdz)<tGxAEA9kBHqBz`qXlj7JzYu2e`Ek89J2RP
zznc58s@k973tf!9U#<V#IZm&HRah{4u!L*pBo_ZIO!m?E2_?{=u!@JN>TVhMZY5z_
zELLjL=_Q4ahxt8TfY;Q0+ZfSmEp=w?;Lc`u8oyZ!)2AmWCfq)@oXHfdSi=u!gWZ9a
z*}9hZEP=(Ts`i2VVz^wc8O1^tBFpy~UsxK~WVqs#3fyT3v{{$pWrMeoc&;a|b?^k}
zIvK`oM-^@RZiiv?&>L^nzx<+_fE$hFSf-K16x$Z3Fu4-ag_5>&@5c7=8PBIA26Str
zkY~sl!{ywgckGdY*K;_S+F)Tsw3q&yo;RY8#X1>puh{7};2jQ(j&u{_j)Nipi;2Xb
z&FBQ7FGigs$#`t_mfi1!1ZkUUdIdR3k6MPsTRAVfPV@Q7)SbRQlWSX_chA3U)%2P8
zB!LXHtlBc0@YW98JP4eux>t@obh$j{I;Em2&vA?TPBssBtLyFo=YpSPD78Za?VOf|
zxT4<Ui%|U;p5<7yHyDhU48Yngp|iv9bP`;mmxyH_6=E-J5}F(FcN>)O2j?}~$&R0)
z(>#)1FgCgO6AYf+ilbq!pEUKwrwpx-bjj496ryTU;+eFO=X+oLkDeNk?PX0mzEvk9
z6%`#}bg41~UBNq(qwK$vJ3&WF%Lc#fte4A?VUT5%s;F(I%}|gTvODHR`Q1j^&Ohig
zUUrzZr30vhXi)aFd>q1AwV~F9L!=KRk0U7@1;^7ZvpnGs(hrjFl=}1E{kaN*7Y9C0
zo%T~Pm5`lM7PXm+c=9T}Cz$|FcJ{CP9)w~}gLmQmqG(jt!Dt${Sd*e5mD7swyc5Lj
zZ8Pn&ze$XT;E?*A=JO?#^Z+6nbAwjj7)qWNU^h;_+WHUZXkBJaUXbu;vRg-9_orED
zX)xG(7YkzaaUm)Qo4+Vt6p`83UY^6geGU`qm(^9j&jM;v^Jx)FdiHaDQ6D!|YhMp|
zqPctkNyc4UxKGLMUwa?NCrM*hzP&zS0H?Zq$P9IflDHOtb^YEiNXo>US^*s$BN-Xa
zA+*ie=Xo?-vSL7Gl5H`Ue6G#P1dzQ;A2#lpxsOwk4ZGi%s1V#7RtP9ZQ>U*Ajfbv^
zYx^v-nN6ozvF)U(O^{IeSv3*Fb;dOG>7By{(wCD(E8a34l==b09xuYo0#H#!Ds{jH
z=uOw4nNDl7<Z~{iq>Eb|#^m%j)x{Z~JjecEo}b@&{|8<@kbPqC8w~XyaZq6By4fx;
z!t$Ck6^^zsLOD?+x=m+3=_sNt3*f1em(yzMFiHy)zXCIBX&26~gMJVzZ-%Bj<e@5}
z`+!TX^IYl8B5{RYYie(!DJjZR_>ns`E8L5aD%FAU`Jv?c&9ZoPT|_$D=$`11e3Kjs
z;bE&y%d*(bNY)lrK~q3HNG(LbUUkB`CZ7{#gi-(Q{sBI&X9E9;JS~c656n;;+G)N~
z4%%xb^)9WWA_H}w)Iph|%@W-Fsl7N&(|Oj@YA+mcDx!}yq1T`>5Sq}Q6RsCVjGso7
zCS)<h?uDPkArb`C#TU*P^+(I5T1hiFNu%0BKc^Zf;<;{zC<!xk70(s1p?jb28TZLf
zwC}Hbhy_k(=^EQk2Y<!?*|#)v60u=T^oM0e(S93?;i`nQG94*&zMFp2_(wPXqC<2l
zQZCoe;_BQ<=Dm@=kG6bY#gvfQ{vCuoAF?V%WVgTju5{R#0$-MS3`hRT*Aq0NgTX(B
zaM79IuhSvhm@eV-GddKKR246|?)eCL(B<0$a8^a(pkSde`H$)~De2(7GPfVkVrwAi
zm6+HXpP%9qD*|4A33gEmg}azVHWM~+O7rJC5a&*`t3SyIge1VcOsB-Rt#tvC--KRA
zMUbQAx7eQlgivI3)Z%`m{hfsNMm4KPGQo)R_#vuG7Fz!Ywr8>N`y^_&z;5C<s`au1
zhQoN<c?p~qaW*ES_Ie(o$a>hP0~fbVVKMC`l7x7Z8AG7<II@k8VU``=OAuxLA(Zg%
z*MU-T@CKy^GmBbavESreaUuRCHZ>5ypbuqZ1n+Vl=KpH8h%bSc{*%+Krvn6vYO`Gt
z#xAFV33dQ1a0ALIcA)^raD3<>E%fdoE<XZSc#?3^vVH?W3{_@Jz<UUYu{i*!*Ka%V
zsh(fhfm7Wirk(34krR7w1QjbR8^H`L6{ZFooa*3ENOV#Tl`G0cnM8D-#gNtyld1U&
zR?iSif337tj#a$1^c(@LlN5WLF)qB%N!M^=2cbh<(#7+Ql@AXt>OPOoTFT+JgboZ|
zMiL3STIo*K*3eF8MQU8p{{RVgb~!5rm~PpXP<>nW#U_No@7zRfI(6F1YnKWXWKt+t
zqc3>C(>xm=M(%wy#JwBc&()G0)qXs<Zbew#Ek7*tf84O;41_Fc?eZ17bTfX#ar~o=
zX2)R82eCdHNogRiEx21(y0=8E57ZhgVC66kBplkXz+yDrlEJ-xY~u~1G6e<p1E0dH
zm-o&g-N+SIdZGJ+augsX<0Cqh)6w&}zcqZkb>cS2lkTqOtEf8tT!f3(TSxIftK5;-
zL?rA00hrSBZce8PO*4@94@rgTXF`y%HDmB1uA<nt>UnJUz@sYVGl9VP)E?{DRnTIb
z_;80j^Td~``qvR57l1vwwvx^?->sF3E^`v8k#e{lLX)ifRw|159|tIka%t=O05ri(
zlcO1`pm=Rl;Sw+nvXoB+V?}_80^g#^GF{Iy(-VVH>>!PC5q9WNX(hhH>a^XxvMF}p
zDDJRK5W+WX6IpqTr;93^Oc@E9y+T(EXK?vB<DJkPQTmhPPf4IRX#VWlglcCKmTvKE
zUDQ9xStJ?!d+#pT18);mD7a$?n-g5#Wh+YIU0eMf61tlXm5QSY$wwTz1(vgvyQ~tx
z2q0x0Gmx)tlI!V1ec3dym{)~o?IHcy4Jyo(PlRO>lKU<#imO-i9?s)aU<Q;(8<L5>
zj=%IswVDiVh10H1Ih_sUZH<X=UFX%`jm?6Q$2zZHo9iIC<;{2Lm)OhnkfURQ``4{=
zudNm)4LC1MHA0;%+I_78I$>VX(O9d9)`89IDNPv?p({?9wS1l$&!KZHomm`?zYA;+
zA$O}QsI>3czL()4GXNu|ZQtUlIo&oVIrey-h*b`o@lN<32MHZxUsHtFp3hq@tTYUX
z_le432DRPC;<s<<GPEpqWar;1pM+lRf(^7H``MqlIyX4M^&qyt3)N^i+xtWuqVt8Q
zPd6nSpXHas41LiMscp67+7i(b0dGvmbv!{|u1DF>w~x9`+UP}FtrV&rBmGDuY|py5
zrC9d3-|u$HzWN}s3zk9RmnuOl?;~+EAxu!!&?OgOaATjDY^aW;DJ!3PYmV;Zu*Lp`
z*l)KWIyS79Z}(+-T~)5VG=$Q;Q>X=&r^^3G6n$qJM#TFeyCDl-G4viM5|{mVnM!Km
zmZ`^=L_r5Q+Z-kh-p$syWDzK;&lxbse7&Hup8w$_@j|aAR!#62<jS|G!5=Qg7E%f{
z6g8*@&c0dR+ovxdas@7^M69&rRZ*LK4Dd!QtmP4S5Q2I%ce6I)>_nW*34b9Aqnajx
z=IeE&$1jhZv5IcBwSxZ}k=dHP@Jd6q&N4WAQS;s}KeqDk$wA&w#JQBX6c-2Nn{a7U
z?gQCKmEf(-?X6od@oKs0N`y&M>x_M*3Z4A&nLmO<gJf+mN8lt_C#N#fs?y183UKUL
z1F{`&*Gi~o0Cke*3J3A=d6!i#_yGjd^mxd@4ep{LFGv@@oMLL`K^Go97B?gZ1K3v-
z-^C$7BhsfEK;?04Mly2+EK(yHvTZQl9K!z|^a@Xc*X#NHv>sE2u5X4&T+d+M+cu2(
z)`rXAn?tG|t@iDQTxX0Qo}6|zb0@h<B422@D1nH+Fh`7I*3c72OZz90jw)K{pp4Sg
zDVqEakK`q(+Z4+<_C7hk38#o>w9bxW=8XUTDC4=y8HxKdzu=8isr_2n1GQ1^C$0+<
zC~E4?Jw+P$rp6GulP6bD*K6N?*m7nc5^{UDg4ZBb(g~r=6QF<YPtFP_9k8)o3*uNC
zIyU<r?pqp?UAt`eVDe%?Hn9lqg1g_xOv%}tmKBK%R!|YD65My&ygWGd3YR<^IS9$H
z6vVX%Z+vR6%DMs-SI4QuguG?EhzI5`&*SM~Efd~_0@UYFl=~}eVXmd_CI^!W+-A(C
zx)7Z*`tHU#y_axoGe!ymW_zB6@eD+*@!-BKo$(ar^h!EI1#8)|@j4)@hbWP7`m3wr
z!G&UCKwM5VcHAZT=b%*9vMe02Q}xm9f6hbm(wA?tHldNI@11vBEo2scVPZs>>??xk
zrwD+bcXr05`ptS3+NfpBL9+71s^=_duC@HmA3;iEtFtSfa8I)L#=MlnNCEPUcA;iV
zx_@9&^mP#?h}tK9b6)YiIVfKMxwCAH?J)}!qqr=Qw00>3n^W9WyMy?uxBnnh4$rkZ
z8^~<+ve%MpKJeFjUb;I4GfbQDcYKLqcHHR*kByB{m%lZVfO<om$C%)FZdP|fKWs4#
z4AGd=cx+%1IZoIj4;+xygL0Hctk+<tLA%<qzKySDSLgJ#62&$^59xBehJEI^{rhO>
z$9NtR^{aK%mX9oKI*l0-NW2S56g$9Q*AQs}b{hHNM&4FxMEyT|X%GhX#ds@r)u*zy
z_^=}#xTK|BF+BtF1j3<hn@^cp=T#dVB6p&BT<i?iH-d6A70Pq1R%GMiQYi#h3z(n7
z@;cGXdkyZrFGKkA!bB=??FDCQd!eV|kO3F5s)h=JCH?0Q?wDg9KV69&@}<cMRMQFI
zl#Wa2xw&Y&#Ky*Qyvg8~OE8?ly6^#Bq8TOBZ7o4{{#21QSEh`uaT5Lmgx>0r^4vQ~
zWNV7V*)ih432#&$oLlE%j7vp*CL<)Jpo2S9oHdcA^H+90As@W{mBrk-J(G<o4MSLZ
z(+}Zh(M)mp3DS*VXEZmwJBu={D%)vw4%NdLjk@Bj{>Vu^_C#f`@4$N;MCjOiaBQOK
z9vdB&kv=bepZ#H5JCjl&TcM};2#&NQ#?+$|+WW?+s586>8lg7v^CO#SlIo=(fCd$5
z)`a|29IwC$F%!Zmc-M!#MN6yA^GG0QO?L|vW-*%PbosYh!_M<Jj5ds@VbzVT0Vs45
z_8u)MO8shwH82IeOZI-1FsCrb=PJ2Z%&M0dQ7}GT&yaJ=Z>g_5zc8Q_<bYTEyAIOW
zx0yqxR_?`yXTkfX`2vIWDv8+iAxwOz%&qXb5;e^-($%VSJE~jLl6w9v|D29JW7*Oo
zUK_3<rKVI%fr!+;#Yeol0?`D3Of*0H&->(i<0E0N@5i)pI?GZMV=Aim<@nCt;lzi)
zpfg$BX4~oDFmI?K3gJcaW@tn}MJ|cpJ<c&k7<c;FIVAh^HP$tAS@5nyzvJA<%(Dfp
zRdH(B4WrFQ0@m&>j$kxi{;C{<Jo{sw0>!eiWEM}!aV9y`s==DPl={AV`c>je>GSv&
zPc*@(XD@IK?$2JEF6!OOnucWj2<Oha0tL?3__bzvDuFjQ2amPFJuHwcW|M<gS@$Kv
z!4<v42m|)*s=#Kbn!K|*`Xt36$z69wCD!~M7$sM#+cVZKNJSppTHz1wqyTt~O7w2M
z2z18DJ`9CC%H{9Wg%KzTiXzjH$BI%4cMfFc2nh#He_E}?tys8%D{c2OMREd&Z(#?O
z4t0}5X3Zfq+J};Puj>lXa5frS^;@sz5MNI$XPzd%S`1TikMD$dwt*eEpzCljlv)Jp
z3#=~+qs;;R>R=c~ko<=m(%V$`JplIn8dW6%46SSi<hAanoztnhUpx%eG!;5TLxuSj
z)5}|D`d{RLJdS8TsShvAZSgCiKj2!iV7qiQ%#p#y!6t+MB64@>MXtuXyV_QJ5bfTS
zBx1^#rRB1ni<(|IHn>Ox&!?_Pe~glILIt;K?p}Z-bfo2q_#ngh=IJrQNo@sbb}Sn8
zMi;FE7(0pu5VJYK_ihizTaJJglXeCJPAg8!Ps+8V@fj;RiI1=Aa>K@27W(5-)$js-
zSk0LyyUP4Y$Qy5%<IiTh<BCt74F@TTh>ZzW7zA_LG6NMxE`M~)+gv)B+L+@t#4ZZS
zq9D{D+^_f@-%=Rm&vt-5j@^t2kTdEmz7q8j>txoHT*Ws?104Wa<0&-&hq1+qorxo2
zd~%kQB~#j5dvq0bI8BsqV+IQpYotld*2M+TH!wN=BT7q4nTAv9DRf`8V>})$CdhG#
z0Lup&UmYN?A$Si+VEM-b2(!Q*DFSRr%#b4g5iH|qgyjPjBQR*A69l&t@UjV?!1n-G
z1Z<SXC#6w_fz6p_F$|!?XF8(ks_v^d3Uf(^xtH_iz-&YZx|=Ff9MRL~VlQ(#!nG=S
zvYhG@qHgH!?wnu2=(Af6w=(YFC_{;qz>5V7dx+8Ryf<toAM0H`<}a+fFIwIK1N~JG
zU-Z);R4fqZZ90@Yic}_?WBH7zH1f+Z4!54aDMf%MYv`&I`KV)o88MYMuf>(==i{`f
zV6c8QaX!L6ap4!Dw`hN7Q)87YQi$jg$CkjwNH3PJRdeJARsk}_C<PQbTb@6s+!Nxm
zdGf?&JcmCt!L+Z{_5mMc&qH|8BD?Us8wpP>eI))%IQ*zV>Y=k(ddhkWq{ZrW{kF5X
zSOO83)9os;K$R)*S#NG!FC^?=?VrAXmIQ<BO>3^F4ycX0()P?X?4e$R5X(8xLpW9e
z!-ceH&{J_zt)bm7(lJ2KBlceplzm*~`eIyujRJcwCjkEf&m`l`gILU#<OKS%^PhvO
zOz5FyITP%Av{P))y@1NfqMC{5o5>hy=~0&mRz@S@ZF#({Ogc)nWpEFN61ms}8r)%!
ziU9_W4jGc^isITWnWL&Bto3od)&wp#>d3avji0a_(>OHljN82>D)PJqP+dkuac3@p
z@b!T2(9G(R>x@pa9xR^q&8Qi`mvUxeAl6^$TvTpQPeZFxet@x_86rw+`rFh{MpmRO
z^J%TH87YGy9NC?gM)oFlIy`y`m+o|wFcX<wg4uSD{|w~1C*?!X1czxZMT^!DoBaor
z*`!>B6SDXV(0ZPvvnI+b8?K~0Y&CN2Te$!S)5!wr&P$9q*j6rxw}8Y>Xt7%qUqU~%
z9mY@6*MAyb$vX1`02yk3us1eEL_m92AXk<6#_X?ukB6J*Iw3!a$KVWTOwY%R0YOy>
zw<`KQ8V*-?xO`RFS084b9Nzxkwse*)mE*bn6)+ECDNJ!Sl#Qw56nakb-VQFjry%(h
z9DVx|W|syUL2vReUs;0HHEeJNpd?W&m}b{<v<v=H$-;xd$25mrNF;z&6aY#fd@iaU
zMzO^D!!HP*PE7cu<Bf`vE^_nx-sTk$*;*pila+G?3DMv%@!x(S0-SMen4oKX1;T2A
zH6Z8=PzbRKA;=KhIZC@cuVBaYX}3P?p*g0u{i;cHpe1eDe)cIVpfF={r%2%S-R-7=
z2%ZbELU=6XufH{?3^8?L)R6B>m19&H@2iHR4!#swmG)f>EU+w0t&z9hu$Dr}f`UdT
zgNr|Uscv}$lbj!&ld)%SbVO$QK%Dt9DUXRkG_-ejfKF>_QL}NVb|v9k3uhXdOZ&3i
z?wcJLABx^Oo-igLCVRX}^7@c|nsVLS<Sn{H+%P5yx2jRYaGEP-FRFc#<oa<P!KKuM
zvQ_7V4vfk&S)dJTr&8Mn6gW1-yYrr?xzlF4mN1hdSE`8`^Mstnkt7#3wrJ{n<>JlP
z4re{oRD=yF>w$PwR!}A~?WgJd*}UL=GjdUUZGWHZlJ(Q9^}(iA_e8Z5q|sg|K3J+a
z?yC6hV4|Wm;ubiBsh;bh^9r*r?MBL0vc`0Uj+qzMZ<P`B<EIyg*)@9dK;EKcvL`o4
z84^CPsUr3l&mp7@#GBfw#uey>)Rt^X9=TxvF}`$56%xyc6EG@G8@)>GJ#rGpDfAQL
z>;P=+qxe7^Ou?paT{rp}Hv-|sl%WWd{AO-pZiez^n&b-YXFWimdacDargo6y?;N2J
zfR~>G@Q?q_aad6@{+%>3+KJ}x6ewZXXma~seS|Wtat%oAjPLj63N}+6!ow+>k{*Wp
z<>kBDHywW52ve-CQIw~aSZspoW`CBJAw%3HstQ1Ph)$RR?sesc2c40IPRM|&j^urY
zW37C0f6!H(C)bM_&IgKe-cRpo@}ESC|1<3%9tpK1l|GsavjbpUH6yvuSpU7>b3t;O
zIJ$RpUw4}8PBII7ml`k}kRI=8T+*1X@W)DeSiIEY%{=od7O7peRQ~V=f;|iq3?VZH
zwa`Bm)2#x=9s=Lb<Bzhd=a0O44dB3*C*A0AjhBY$(4{J8MI0z4$?0Sxx0_aoJo6QF
zAkj_d6X;*LRO*#F2<*#cIoj;ayUWQ&GRwibyo>3_IM<(A<H5sDH<|XBws?BsL4Xn(
zGkx?-L_(Q^ty;7i{RV4KE4h)*{mrC%?*4){Fqb&g23g4N_*xod`8Su%_q<ZG9sf8v
zSduaMrC5aaPwn^B+XfqQl-#Yg;_B~Ng@J`C+Vxlw@9j1e4C-Zo83Y)LZv3?%-n0dW
zj`6il1UHY}CBK<1kyuo3?~~d(qS(ArX}Iw<w6yQ^1o_C2p=3eky;@=mEw+k_%b^dz
zLzqCZu%k)6&aTjaX2<@x8N9C{!`Whu^Ish9Qvl^|GO^Sq+0yKTpVp39D!jN&y6XfX
z5I;50h{dm1n_AH8HFz;?U{G7H>O<Z7^fQsl69d|M`0otmYfbGj5d<hGzLJ=D);;Vv
zvr!uZQUljjKb@GV*txdwpd>#_xf-y@2JI2C8)*(dw3JF=<cl8eDf6J2XP-NbMheIb
z34w;!SUI`hkEi;9!W_Q*HX9C|3)J}@_5MMYFr{1~<3-C{<0TS1;nZyrY&%)eBO?<?
z#Zjl+hFDx)fj4`<K-+5&7&53Bp#EP;#ZSaH@jmtEKgjJDcms7&h+8&W#`i$g@v0j;
zG0-#%$O!qnu_$>}NJJWhnfvPQ*So`Vu==&nw*&#=noQ6)iE=G2;|Ku4bb4#(#8sro
z%oV0vPh=eBm{#+z+1b$b*s!q-gxlZ4a*q2b+{de1Jjmrsv0egVtrzeTyJPdyf{PEC
zaal37%9|xT6Db#I$06<zsHoBO*s*}8yT6}BDY_PVcQjSP>&OOWdDU1%0tw|>zc@a;
z$d~5<Th)BVD>#MA8;T&+Z*pS!X_Y}5HA<F&p7zu!x!Q4Y&ant|f&BvFuikW?hFeBa
zmV15RcLUTMtLnGQLYU|)?`mrVk{$Pl5>c0_wW`O)FE{P|8}DgicW;7(JcZn`w%%PQ
zlI{PLqQieW*pvvGEE4>U_2LZngp6;dGKzOag*oV4Obs3L31$n3ifkMP8uFl)H6w*`
zWKg;l=fPwQtx9AsK^TbT-R2U1tFP{BsKNqgK2ENeVDUbEDZ4t!N7kE81=-c2F*9hy
zXavHzmv%UYFyB#%qWUq+6qDCwTk0w*Y<MSHbU7uOf&r|^jdBhG6AQy$V0OT@$Fq3}
zQV^8CJ3xjt*(70`?J>!41V@%BakMw7f;qIJ1cxN)QGxTIGETn<hS7Xj`vq|}F#Yr-
zeubDPA$m9q?<&!Ode0l&A4W?YaO<G>AQf4YKTb~D!DMke1zjQFKfUEgb3IGI<MV&V
zlVc_uHY{PP%eK*w9FmxTpmKIncwRY*MQoi|yoZ=t2pY^3P0>uv#p05|)JRzH<9*;x
zWeFgP>Vz-LN;!Xr6s&-5N3Hai(5K8lcx)kL{89bX_T|%DLR^hi|2*#qvJ-I-{}$RF
zjjFGSX*E~e5pE#mpgn~4A~5)9x|dZ7PJnk^CW!D@xRPBQ6~X9=WtM4KXDL${ZM@XR
zp#Yc(gN?kc1w^L$6tlRSe>!sL%xW0exH&A8Z>7x-;)zjY5|y0y#}900s+FP8TcZ8m
zdrsEI)KhWX(9G}(<ALMD%X93ZgJxTVmC3yY2K`;ih3N;cu--St=CYN>V$&3S-@g1x
zCh2cwpZhONG#M1DiJzN{1sTHaM1G4mgJ@PU-3(RxFIZmlQFNmim1PAuLy;3uJol$b
zbwRK6DU6@BXjkSz4e<P~PxK4pFfdINQW;)=;Akcy8t}i=n)V!Ziu99wPoH)wOZ7ku
zdnDM%-DyZ}kSh%$eOQC>4RO1<#9hB5bHQ8lY75S(1tWDwq)isQ7{oG3R6w0Nx1(dk
zRF?*K;DnT7I$XoteL=HWcz@F08A8!@X0uwK&=(T@_6AzlY{V(^5^*CJ&qgb32D5gJ
z#>=`%n4pe~>-GMz`;0h-zSx+_A!)q|bj)~R3_+H=&x#U~Vo}G&L*!9;T;0SbF=vc3
zvda~a#Z$<4_NZ+Vz_*yb21^*}$1e7$J8jINe(6O$>ciTkcc0cv_)1DYA&jH`VgIte
zx&q|==|JB>OkzyUX9WqoZHnPc-?a8FN?$5JmK*F4gf19Kxn%I58k~8g=+K~?qS5fD
zant9!RmVj}yZuHH7?{XYV$by86G4@V|N19aM#r&2HVz)WNd0%9lweiX_z<yk3l{G4
zXld_H)E)12!6(;W9U31lEfTP>s*Q^|3nCe;GI5V#ZjSRGM+*Bo2DF`=+00RYyN!4_
z1e4EV*{)&$bCM)AZaj^q1lJ7wM|W$R&y5?#2jw|gIW`X==C5r`49s2RO+u3VH^-h5
z=#ZSQ49&Yh(=2v2r4M2Xls_jTvgag0TrE6QS+@VM0!)a^mvhL~h#*xEDwQF$bXB&2
z!L4oMRJ!8%Auz98?{A7H<x|<&inWmRO{9E9m+X-g$@eiuhxsqb^Ak;MCy_Cx-b3n$
ztt<Lk%~TKrzixdHL%ZYg3KV|Z_uaI&kM_62Y4SH2pGKvan~f`F7r^1Dm}9<$O&|o^
zb9(_UxIaN$F|SjtD8bsZ*^E?9b&uXwet<Zf4>e~$6nHe66t_F<)jaBv(k9PQNMcL8
z)dN|B=fx;40|yxA5Rzfg=~9<SWh<3xV<Sbz(~+&cWuq~e?<&<Wvm`*D^UJjtlv0UT
z10h-kGR7`tAm>CTY`ml*{PNpNrl!ozbSEcQ3jg(1akk#1u@`_v$t1R6rGQVFgAwlG
zZ_yf}7(40|?P~|GOw2!%3(dG9p6G~XUpXn*J#Og=n+pMe&u@95ac0io?{)Nj>`PmU
zy*$1Lb;So+A}y^g2OcP}Q>nYm?6yicN4~6-CX!D@H5}2VmV9o}%P1I&slpO*h?eT0
z?lzaUEDTAAWLl8Gy&II%q!#}{r|9&09vt#=w%3`Wvdy>KU|+@T4M%aZ2zl<?y8>?&
zM63ui;7^S$fIT)c*b|Ct6JwNcT_c&tS&A)AGd)e>j>66el<4)lqBO%_J(60z2vobt
zMRB`td#$5c^Gt@Tk^$H(HXcj;G{&zA>Bt5rCh-3DEs1iS00NJ>wX!T-*rRb~{yC#Y
zPoitVar)*TBBre%OlYlb*JChe>FnIM_Aoo2qK_L1Y&bYSOn6^LuNg0{+kQ$mVEE*w
z`@xW>u2M7AK%%bW+_?c73$R}4pfqb<bDKIdOHc)%nAK@)P|keSJVoOL3UZYd^}X%D
z?H4xA86YD`vx}A^6M(<}G&VX%hT(oaj-DEL-3*>ZnD5{<I+l8e&>mb#%~wsiCAUFw
z*Rh#|0VO;`e>d0`AYJ}?O-wv?vulcJV-MDeN+X8MZC02RY8jgc%X6?~T(N-c6Nhjy
zJ^+P@j$+e8kXe4EW3qN~((fL5oX9+1WFYc;CP_U!crL0?nu%8pYYG$xpYTPb2SFPt
z%ie-v=$N?=5(3WCo}ZVGMJ=4$h0mbHwX};YYPm)ASV!6^)F$Ey%T*uqe^8Hvw<05&
zsAE{zv_rpkXLA#kA5fdNfBoe5a}soB{JC^XIA>N;kY<mAyZ`Zj5#0#MG$YMAy)uF7
zPDTvTjh~Hh`jsp@Mfy4_Jdy^Ehh=)%6=sB@FEO9y8Qr#-?tCs7vISG<Y=*sU*ut%p
zM#8Y<gx6}Qo11%lcW>*<(4`1S*tgXS0jR@4o_nOQ)C11%Y>5x_d4je-X|v$OpTgGv
zP&^iUqE*L5_-v(Y3SV8wE{FqwI(iGpk#43B+2I@L+^ftTXh)3u^<h+-8H<Y#kx^pn
z48fi&g@cm7T3`Qb*1-`oNPB_?(6I-ErA4IflLS@P%3kk{KSwnh>k$p~*|}ct?GEBI
z0$jV8j+m-pm<yXY?qhf~i0v*9b{o`p8862?#ffvTJ#q*i2<G*5eELAj2b1sFuGS+v
zx`cGsda@5ie`90gK`rZpGo6B;xhciWe1;YMTWLI11;Mf$p|$OVE%XZw{fU&t=O^Ap
zG|u4`NrkxD$)hP&_EGD&ZK|5k19_<n{vf5e>h-rpt9``Ik;vN!Qb~v=8(H|eE+<os
zejLO*7!igvVw!I2;GQwH;(ezPSaWa1gD8Rnkrp_PRqBcKSBOg2apzlm^Feg6Mv(lV
zq~$fOqg|TsinDAv<uFk+`>S<hf4#xlzdkMIbeAchfb>i1jn9_rlymgwU(8Q0-&)yi
zpO$`Mp_YaX`wa&8oWtj1)T|GR3R^)@BUWkk4ki0z4xnspAw3h+|1}<%`za$6`ti)u
z;R@PoUz`#AO^_NW8d=WR$~zZqH?ny9+)m{>tz?dYh-LTD@iD?fMYF?eJh=#sx>^h}
zU-Ra1=5XXll%xFY-sg<vsr*(=@o%JXZQhCG!lou!W5)00CT#mYZWL$c*6@+9w^ewA
z4?}+Ov};qWaAfxG^fOkpmCl-h?kFYZqI4=KE|o=if?5|h7WoIoa>Olnvy%qISb{n>
zEc0kGxgQ(<GmX<|<0V6C+EeF>(MGl|U$O#n&>b_IL8R4BV@y1ht65RHI&4_~*VrBk
zc^))5<`-I>bPANRF0KzJs<Ne;sJCzo$Rbl-6gw0<O<AU|GU_UAh8wmeL*cC#uSg>^
zH@EI%Z^;n6KBwEi?@J1PvkeOwWb=Qa<Mo4E*8G}+DGppPK^k3=lld8@&pcN|L+ZqM
zDH$*&Vxh)NO99O@DndrSMa6+5hg~u#bsZI&?Obe9W+3DAh@;+BI#a)x7FW`^oC9Ls
z8kgf1`N^(<=5^_N@PUnnRf3lx7oQ(7q_bg!0)Mzk3TrBn*>$R-DZk=JQzXO}8>O02
z5wY&rKG3vU<E*6cZZzImHQuV6F*cX&y+Hs|K&-!fX^tVETQ+EVO?9^)fM%RTAE2bd
zqlKZIHoj;qEum}F%uO^VZD(^K+H2@5pMAVQn2$fM6VJMuUwG=%(MkIU8vrWsbi?#Q
zx_nU&_}BI3evx%8&(A`-pwubVj)@pkW&4_DrJ}w(ipic?+bO?|wxVw_<RPHp2+VLo
zB5$nerN*e~pYEe|JaQ$QNq-hLK53mNYNUaauHt{nYV(h5c$Hf&&K=l5862|MBWGmE
zbo*)Rm~j3buae4xjg*FW7;EOMbVz#rz-xUq2tqyosW7C84!+(-(`;D+SEJI3KEgFX
zij(!6Sq$S%yzGcD94Co10eWa{(SctTP3Cu(GDwC!>3hec*&q&PqHJk)jHrH1e(cux
zM%UtHwY-pa<uV|<jgMt99Qap0Cr0ebi5pK)DIkZ*K*kbaVJOiEytNmU$de(-X_-v_
z`7;?EcUI6vAz|U+iMBtXm&`j{4x0CJo`pzc?|31&hW*MLmTxz#$+`0rN!i)8$<hK1
zroPHt%i;hS@a~ZIEK40+S#g^ipg(6<7I~kB3qjP59g%-qsT~g=)0^mCEeG}7ciAI;
zT`HA%&ffh;_XiL8j~^m!Ca&d#fTEr8;SXZ`ZRiEL9!o0qk=T_Qe&yGpp_WH@>Vbrk
zGdTL&hlNqME)h`c3F-0{_1^r4pE;Z0-|+g+Ju-e-QZ0kRd5{bK_^$3`A;EcMQmw4D
zOSaYS_pUEbifAp)LB>)hPnm9glBy_Fn$IpFfh(nEjsplQzwA@21@XlLsln?t_5sm)
z#|mY@Cy1+nO1hQ`tsyn>S2OgRYWUL)J1g?`h1F`E>^dESd@MKoO!Oujeqs0GYR{+l
zpIu-b?i5^vMu?~OMqXxo9PMjSt5MfXwak-^F=RqXY%>tSH4cTi{SaS~{HwcXHx0q}
z&&{-!A8m<FT61HCFmkjqa?4vEdrrwA_h30~8##EuW+h9c+1>rVfwjjD4$c<IJcVJe
z%=p%$u70W6ojUV*B{^2<U+!7qu+5*o5IhURpKV>XL-f%;Gnecacmv67{7GepIv;tq
z)qZ0iU$>jOq_cy6_B#`E^+^dwI_Y(|^mk2P&6!Lr;K3&;8xvTS$qv4cAWNjPf!u>Z
zbRj0yYL|<P-A|mh7qVqYx23@8aP0?M$^8BP<ag&2oU!Lzk`jWdC-eWi4a^V#^(^US
zUNhD{jXENm&;7_I?KOH5`;X|hed4SOD6X>Ui1PtD5*xU>1l0YlAaZe5?V!BmYr_tV
zQ_s2#U0QgD6kO&|%rW%Jku2|x{0K`Q!RN(=kfga9f-tQzM!BD4Vqre$K5V<#qhLa$
zOLKiAbm@ANImN&g<1b@(E$Wqd6)MIlc>58GAt>qo=y{6Q1;A2R^K8^=x)3Aco|(aZ
zPM|j$TiardSCBJNc^g>PQms20^C#KIfX8<O^9ZrE<^s6&HbHg)Z2pLh;N7o~8ufH@
zd~5_wM&kZrn~*S%Y32(d&pxV6{HE!&1f^t&1ULQ&iHV9y>kh5qi%T^-|2&DvP1F`S
zw)Tvc;3d2LHR^qjOG!W}dP=|`t51f^3s9y3H+ih0^{^jo74<pL9@0=80@C0fwpVQf
zgt?z3VtnPr_DqLdMs#g=oK77v<5d252j9AFa&aI}siy2d-a9YsR!fDUnjvx#d!$xf
z7n5qud!nSfY;|&ymCy<96L9&=GoHe$H=YfPP}jlxz$r0YO6{4d$ZGzW3<FZ#3pCTo
zC|2(FOW2JxMKVpTL^E-Ja+R{2wGKT&qVmo*SN+A7Yo6*qW)Ow2!Y{(kPRNyi?%&Y%
zFWck^?j6ZBge=oCTM$NbZwwKC)b(TP;ZQ?OFmS5jkl^iQ8}m?;5}HTXCM=uf*KxyW
zUBYuBpxevK&v`(z=hnq#_zp8g`zOP|x9ym^{MkM(p`~7+d(v#ySvrL1Rw_(L{f5YV
z*WFVinldMBXKYRahw)F2<hm~8j_Gh_lPrB226%@qV<d;QXEO6zOb!&su$w7zACbth
zUdw<~Q3n<y^9=<0+Gaiw6~sds-)ymnULn)yZ@tp!2f|=<D3X8c#}BIIZGH(WD7)m~
z9M*(!@mSDWmCu;;ZDjv?hI_6{3%2m>G5#5EAh@3-mAqr}wrKqyuFk1B6NYQnv2EM7
zZQIVoxMSP4Ik9cqwr!gee(yfp_56iZeXzQ^`s%W-b{L!AxPRBKNXDQDX&D2Srr&N%
znUc*?I>%ndT4-=|Tll92gM;0~EVjnYk;rsCyhB39cK4yQiK%m9Yl}h~ttt{50vu)J
zkIma&V(Y_N5qrA}<8ET^uPpH;_pVzQx`Y1Bg%w&2vQ2A2=qP1Wt!OKS3f{u|s9RF(
zy8KuU+f?BEsa9Nb^rY01+hpQQU4Y;{vU{zQkTJBrhPH6ifGL4t(c$lQ1U#5GF5ZAu
zJ|&Kx9JSp|Kx82oFPeZNWZ1{^x{xw6flW214f;+9y2><|K0}r=R&u#1WC80SQ>|-f
zW}v0Y%J^ztZQisg#P2M+kl!h_BQl@prF))WyTa53-|L_85GAi46F#bnCHC0G%8;~?
z0|~&V;RU+P&({vkS3RO|Ms&ZC*8dE}I!YjC-b6YRKI0jpQlk04Fm7OmV$nYZU>DdA
z<MJa*0eUQcvO+ai$2$zdXc;Y8H4yuM_1hU(ih0f(G%$3>E5bXR6w-N27op4GXdq?z
zdCze=c7CjNknZV@E^UqeXh>NQM`36#W(;r%?C@Bj20wwNsPsXZz3g9s;MJ5H{RUU|
zU>^URg!b#Lsg?5QrZJFcLs@V5dy^mi(7Nah1li8mscq@K4D)=VQ0rpOg?no)IHNYv
z)Tq4Ltv^*%O@{1Cd7uykj*vP~G88L$tbk7@rLbPsg&p@A8KVb&ZC<imot=kutK#F0
zo{lP8;zg0hLl+;|Y)XK6f{!*AzoNMd44;8TCD@z=jw^4o#dDIEe6CBY^;DasHR<Jr
zEG90e2f%|B`%>UX=}#Vqz;V}D_adw6f5L;;7Vgg31{Inx56E3`9yty|$ffMcBP#&t
z;+cwRx)*v`Flj}BB3eA`ydNu9=yq*&P5>BPa;gO5&xv&gS>;(_s#D!r(z4v*5fKDW
zO7xUI6O6%#Pj|~-{`<8e_^?`hhxXJukDH+ElWQE@(@V&OuxQPgZVH<DC)7^xykvd-
z0|g7ZDx7#@$tTk0z6HUa%*kjT-!kL-yvO<UE3(vI!1@%*A-jdppcsiZ8vHS&lNQ}T
zD=}Z(@Y3zF2ORX&&u#&%Qoa+vfx52RJZfc4IOR&gZNO7Ewh@d;kf)<Cz=oy_h2T<7
zH>VgUEP?OES4LTbqMx6!OZgyI6Qkv#rSxZSuj}h&lh@GB8$D{y#_A6FTQ<`geWz)Q
zgKAI<A+SPI70sS+9}&05DG{)7z`K_+z2U!FJPgiWX|Fct=Vh$N+!7b@s91-dpzR}L
z0v~1q)HA)_mvsvzY&FSBAcj~`2$P{mP-F#idQ7ikqJe&I|4cG08xbY-vM;=MPo~2i
z=1Toj&U%}p)JP`nL=_C!q(7QJXP4Co7oPqG@DkM+Nx7_aAoR<mM{%CzVYtM5<AU*y
zfQ3X`jgMzumE+KLiq%BUog{?k)zlOTKjo=FI<C9fJU7}&<`$w!K;O`$vfB6i=XNWh
zenO2p+bof{aMRjf?=4wxxr5t(?k|X1G_EwEC((Dbg`(F5V62tucJkDCuxTP@yC3Vc
zKzabD$?g44l}coBIhY9z+qGa&p4>e<qEH`B>n_B%d8L>Q%pU^4CFC=slVO7#t&RpS
ziQhQaAuqTq+5=C;Wu&aYj&b|MSTogGv<>l*{QP@QXm&ug#By#$3Mgd7`uUNFI)3sz
z5cdu4PX`|aRpl3iXkbz<`4Kpm7uI-s&E3M6ZiUZwCpcEbFGi7Q+}<86C*3~^9p%h3
zY#A;}kcyCzd6aR)kkf!Ma2gb#{$Os)itVwqM9x^H>(|_>JBrpG-SX9<Ugd`UCk@mb
zt0vO0lfi5mIy^8bFi)Th7*>LUTWUxqzSLv0pDjJv(1qju%YlDXf(h>CJQl}gtKnSI
z13**=5dcUgzV$(x%AS*~5Io9HT}ZEBlh&qoO`3*gHgz{4qeT1Psr@Bp;rb7Xm^kJ>
zMku<nwU>fm{!Y_6yI#vE-^)rJpM)lxG?S6GRG?CqFe!+rPx{5UTP3$eO4lsjwb{iU
zGNLtnu~%Y~jHv0T;;mEtgd)~=1T3rkd^WQDYrsU*j3t=Fl~O|37pcyQJ?kz9^gUH~
ze;C;#8eFE1g54NoR+EI~N*b$jHM}L$C9Dl5*Y-b?+^*S_r^yWIV^QR@OhBmk$54Z9
z`#0r~8?KA}uXRH2%L{1<gLR{D^jhX-pC7X;b-hEzPdUzH`rT(=>dbs4lMTW9>SQ}t
zVxK>vhMDy_fBf|gc?1BB0Eu}Rh3}Ce#Pq+tk+~FhN44>hm>mqHmZtA=tJJ**IW?~E
z>ltEF_W8RXkN?zZCT<L<F|`&vjA7gSiR0Tj&)Sl<9?7x$+3f2(!sw`;hE^F9#u&EN
z0+W3j?Xx1d(8j*&bMd;+ck2652+@);GRJ5njXCKpTgKx-ZHr%#-Lh1)VteA|lUZ!E
zQe){0<%Mbt-~uI@-k{+yD;XL|`v<2ez&=7y+hhO<KaNTRpIZrWLw2{`V7PzdJD@4h
zUxm)O+YHYuboa6_>+|v7pAMAqk`&8q_-YkrfrYEBo+Q^!oZ~pKY{(rvN}Lu&nyizD
z-y&f-DQq+kk<5JTq(9Gm1s-<*3cAah5*gjG3Y^j!mlC<-Vn!|=P4K%Hqe=rjEWQHm
z-;fr5go;rw(nxQ14Cjlmnek892R+y1YQrGN;a{M7mxwDvpTDfQvGfHSC+kOjxjZE`
zih5z%+U;VRxN+q=)$5AG=PobLsh|L`KPdfDD0GLO7DrEQEM-C#wb!p2jNufW*%cNs
zz3(qugq~rLLi-aSh_Tax8Z=^#=SLW+MI7BD6Oo-wnSJHYVhI=ZHP0(|A%tYDAw!+#
zx`kb`(8%B@c^EyqjQKN0MkxfdZ|)vu=4@)^AJqdPonWz%01c{gPm!CvDGKZCaL{2T
zziq4+{58kB&gL|b^0Vaz(i8^#y%(vvxrIuzRT1?^8-9wlH<TyVJ`z|j?)|4skx?u$
z30to-<+S{B-OG(n8Z5+7=p*w6+9*!$t0wc&WJ-m_*)+!I@!n5-6BE8h!xnIz0QQRJ
zqg84uI~LgEe#l!`hK*`!TsWb0yru{daWlYieF*3u$#AYb$rYfU&DvGG6&f!LGm+2!
zkb+1CCuPv3w&Ccw&u7qph(C2UQR6A=(vVSpbj?ws<aV^7H%{+Eg4YnO<38YZWm`AJ
zP+S<WAWIP3z^V!z(`7qKxum>ZIwuinjrgik=Z*t6K_(7<QF{+%IS1q&e!{gyKE?A7
zpY>y}&BOpVz?MFY)NaB1QySLsi&J3kz>pyu%>T4gBrQ-kCk@|*rL#DF^Kdz>&zYCb
zRC%B~4VsN-{WrL+B}xMX_I}XiLb<Y{{kG{}>oYbsQidaWp;X+_o?5%$)TZao_-A++
zO>cGe80sJ0v4y&}vYQODkuBFccY}8mzi3ti5FPB07{&xGyM3TOcf6a)7FmJn99Hu0
zhwLN-nY;TcLRw9r09pWTl=HBjzE~*U0}6?>k~NsKvShFM%r99eC08`p3MI2YZ??=i
zWtiN;d{Zg<s9rTG3Oo@jWbDOigCO8~>L%=Z6NYw}1&KE@*}ysPp2;x<m?=JE!Jd$u
znFxrdzrrf&T&`>LaF&??8ZSH2dQgUY<e+I(4sMj8fe9ia6S9%5Uk4`GeEDkJx~T1a
zsd<QYHeV2Kz8{gBA0Kil$_@UrF<6@i)YKg}YGYu!5i;Fqyi8D=ny4OR)UzqPmBGTR
zLr!c$;Xh2JvMfQvEN1VnPXuhvdkM6AOhbgm266&zu94*`w`$XzGS<_f<mbSI@;O(}
z=QUz3z0{ash04hwoGAb%jeoY3i@-pv+?dhBE#$JDq;`m$sRrrdvF~YkpV(KZ7p04d
zE;~<e2LG1-Xhqe6oKn&&A|C4za6nA(m#l`V!8J-|c4s|^C!VyS!Ot>&UpN>RM&(*z
z6Xeu&=M^aNkLVSIK2s4I^ukU&k;&!ri4=}TB%}Xc9(~43>f@-)kl9c{80rdM9#?+p
z5MiWFhX~t<&M?M;Mcxk~`<H^<z#9HCC&R_o1`SFFRxN*=19XoGN@;~6Z1AK7n{99`
zwbfsfd@LXNLnb=MU4v+A`TeB@dMGdA;LSi|uCDQRPCtYJalc?z%eByZ1bVKWfTu+e
zGGsg6VcmN=EhkAI?!!KqtP6NZmk(h)b95B^Ii(LS;;%nLQ{$wB#hKug1nl1x@RB18
zY03VV-AV30_?nGHVgX3>MGY2lT*M~&@k%H5|3Zw!!*RapCB$I3pm=i{IV73YzUI>R
z4{F(oyNAiEQ$k8?W@v=n&P=6RN1Vlcp&(cS!>~?#-v86dcv9sasA&8S*XcYLuF*uL
z9{W)<D*wgvm?_YWcYW%;cCy{Xb-5l=$B>QX6Lqu)r<foVp22lyf}ty`hw|##0$h&!
zVcHMcd>*RT7$pd&*c>LVuUA*v_(!32Lx)xIoTK-B%s&YG^#p~k#jf5^?j`6iq4!Y5
z5nre3G2D)KHDo`ni$JpF+)?k^0hk?YE?nGcNXWi;XL3nV5l~6RMYH!Kgsh`Jd8xji
zGB=GcD6FKy_zk-gFiz=xbq4F4)k*8!-nZX*wBc?N1zJyY@1T3Gc93?qGv$!WLV-x}
zka4p|zStVuq=ee%wd~7$<qy!1MuCSBO>1f@@l}4IHjBO@+jskUiW3nit@%lk4aqWJ
zz>K_L!bV7k?2f!tCuklNZNrK(Fw=b5WMn5wtahfe{{wC7A!=44p2o*uwx=P=iN+(D
z7f?}#^J(5+p{UUB5+hvf!V07@HFZzfM~7_z8|DcIjr42m$}e}ZzLQ(7Q?|>xrwFk|
zjg{n|`YzYx`rbM)`evtzxQK!dt&+p~<ZgJl6<X|UnWuJJgN5H`fPTGMbD<T{?P%{z
zP^acq%@c45&s@%7GHpXEyT8pI;ZmX?`Jm5Poy<8S70*ry9rI{EGql5Xd%ZX)V+ojM
zw)_FaphiT2FnQ{%2;$5fm@s+g;6m`e2b4Bqq&rEu5HrqfLWG(3&)q0uq$yY|ky-_*
z@m9Pd$oLM>2be=4fR>&IUA{v)jr+30?U%Xjir;VYP!I%}asFN3&C>GmJ`1Tzq#wRv
z6zfGcHHikK5~~?It{QudVfEYjmM++v4$XzkXJB|+Pw<)c$8p~n1}j~~um2=WC{_?9
zuru#i^=<#&BXO_nKlqyuLgl?#X*fnQAg*G;liwITy5jC`H<;w*${~_6xDCZrc*Q$H
z0fR@uxMk95aDpsTgs_+r;YqhV>xK}xv4HS@Vep@oe~4eN=k#|)HkN8AW@yO_6kp^#
zEOFQeZ=~m!h+iT@%b;FqgNVnZT_8C)mLW9qEFNxXsG?sl3hX@~2c5-C!8t&v)PK2A
z>?vXUq6CDmBYT_)QeqdNrb=CcKrd7dWv5pWzO*cZ%4tn&W~m-;r#VZL$^8lUVw%-E
z+W^IL@vl)~#se8Il7rDZMkI`vmr8l<J7w`e&rm)3H|!2ZJk;4MOX}c#q)?3=JXGkt
zmLbFVg0q~!U>IF-%Miy}eeh~_cO;3e223?sGZb_nR^j$6Ta{$t9sb}Y=n9OWE`3m-
z+F%>9<YmcqZy%d})bSVeauQe1H0Kd|^F6&17yY&tSdOB3+MZ@s<u^5|6Pe(TLelk8
z`|9^x@LKA6Kr!AckE_w7G@t$}`LaHq8>E-&AG@*f@W2jU7t1aLmw{sNw0o%{JlP+x
z2r}h&Tmh?>4b#yfsh=^fC*5`pe6m_r{vxMoS!0>Amw4XKBEE#?R?{S)FU|eTAg=Yg
z)={u*G7a=?SW2gQ4YdlmGU`Mu#B9CMm;1U~9f5CFRgF;gdUDnw0l{&kCfBE{bTX%t
zj|9(;qC*ZOe7&TbEjRV<BCU%jo{{~%fG9{^O>oHq^Vb8&kdc3}nWyEvKXRprZ!eTk
z%hKA?$}nM|KT{S|jtW0r?o1iwMcyCfhGz{as)N8h&poRDO}B(tA6EEx&-G4GXvjRf
zv4K9UgQ{)@)kNd6k65e>ATn8)>gPS3-nKPEFMGT|keM+c8E*44%56&4hH`8Nf}^!q
zQ9w#lA>Pm<Xdd`EsvkV9D;a)em}?`Mo!S<ENo6>15h7HlOv|eH%Zyns^(L)S>Wi9a
z134n|Nt;qDfAZdv$>kUVhbGk#RUHREs2z-nT3$@?cCp`Cw6S)g%*>~<XtquuIcG&1
zwBXYovFzeEzVQb`N=~-O3v&b>h^|urg6rw%cAnRCv76e=@2QLN>rQZHucy7sm3#pV
z_0Eo2o8Eq!V74L`ip-Oo)#cc%PZLSJ_p6)e3jJ^2^uFYf0iN4}$~-^7&;4abh!u~b
z#s`T7?=Y8y5z<`9D+2DPkK7jfHAiIQrm~pN-G37;tKl?_ZAm!aF`~*se^`Zo#Pq=Z
zeIY%$4{!MkC*7RUc}$!k<;$A9Hf_-XJK)1^jp{b`kgFuDn1UAT_p`su0*GiSAhC=a
zB?|%HhQ9vds%&H!W-O~_cRnVG!wXmNt0rfG<yq&r`Pi0puzF4^x6W?q&beg9w+2g3
zjDx!@7}vyNPXyw*B_PrQ7?Iene{St?wln?(FV_Nh(wN~!K=<c+gb`sjmP{I)e|r#Q
zz;DKH*TKg3seTt}Ep9rWPY;R8jr8r=9{aqBA2YrP4MDRc#GgymP%ko6`1i~j5$7It
zwtV!A{?Xf0;1jitm8Ut24vWTi62hZ#tDn-h&{nLjK#^1Erd#fwp`+5f8-pRd_+s0n
z_|~MOtf(xj4faX7Y`98FS8)RbTwlW;O)&{TOu1y^v$x(M!>YkWasb@%c&65YGs*fC
zF|ia8bU@B0N))jYU30tD&hxKMfVx-b%x~#wM$m7o;~-UXd=U>ywL{^NFj^DFhOsa;
z({NP_@G~W!vhk1RAhrbP&)_rZ*#?C{{X77Z7;Z!G`KRgLpmtWDX)=bmJ*NEGe&cN7
z(Ny?x`TBqSh={!hNl%zB=?0-MF&axt=DQuJN*qkce|c}{Mabs*Vd8^XQ)kFMn#1d~
zISo|%RXR6=4aJ+eS;bv??*+3^5)OBdZ1bEc)2KiaxXb)cj;dkINro8Js&1o$nT!<h
zmz?UtIK5(Ji=<HBm^D1B$R#O4r5Yj45Z}q}fWl0u5s@aMg+oj}`)E*_#KT;(&yhfG
zj*kE09gxU><R&K7GlzLlx*<9wO5_5sHQYDrDW1pWmX}nc97fL3r%%o6bUSY&zajOT
zPA%tR5uL_N-I_+Su3XzJq;E{5h@FiXT6vw~?kASawqN$qdyAGDGogWFAZ9@g5YJD+
zSyl%#Aq(DYMK80|6*+4~qhjR=oK_SM<CS5({8Dw4WF)k7d#mQP1<>Uq)pSC<@HoKg
zFFBtl)ljSN1f13;?2=&z*Uy`eT;4uU(->}TI8_u^NORhZ1MQ8^{3|>)Lg!79SOyXJ
zqvVnlBJ!@UM~#ijq1>tjbYyyVT9&<`2AxwRdv}+u20R?$dsl~JpoC^u|HDPwGkmi-
zrg59dSJly2Fg*!fzrkbTGp+?of%^32M6ZDdPq#g;CXSkn`J&0vaM`<-s^FbYJP5`&
z#DPW#x?s7+r%kUCtcJm5a^QV>(F05~!1iXdy+H4x_S3E<n$)a`#(h#82(LjqUNr=Q
zsqm!@yJ=y(wnj}&d*p;jJUz&;;v{o!ha?7dIakUGQyq~x1HW};cVafIf3j7xz)>A6
zulf47j&{XyiNGQ?xXUkzbNfrkaF^n;X|+v!RcSMUrGcyYhjZPE1`45^UZ@Ne#Ss4k
zr6lMmQza1bSD<cu1v%ZR!2Ni_>L%T1PeEy%?T-RJ;j^6WZpAG)o3-vwY|&<XqJFUD
zh<_`t45SOHUT7AKbY49Wo~2@?7<H~$qT(FTjxi3rOksX_UK4_+l23)t;j~M%Ku;E?
zigu8A5K#3`C9DKHk$q6IhpK7GxAMX$!*7N2Y9XrPIn??JdcPM3?`XHW&?=LFqaUSn
z)x?f2j$w$(tPlq2H+b$V#gn+8*QWj6!j!}Ivg1<P^)~=M`u*&l$o`er#EK-*<K#@8
z`S;WyU~ZpEl(UU<N>IvqGa6W?^d(gxA<)aE?}zt5OLxQUG#%U@=28nEPGS;==tk*)
z#~nM&I=H0Tt(833Hsvv}nVE!TjKo%WUzQnGRyIgC7O3(~r&GgtGF>Dr+?P{}tuqCW
zj7TpJGlfv(7ev-y@i6C(Dn;7Y^Ia*&utTY|(4y5fuhI>0?kkp#V&-S#ydQrp{V+$O
zNkWxm)Z0?Zt@DgJ5dvZkJ2-5KHJCyid)XLvhZkAvu1yJ?B*ZHH1O{GA1tz}Yvd(Na
z5vMp|;48ghsXx5uV{*E0w;(cNQlzbDBtOE@FPuiX=Q{2|2yEElfS+9e<aK=Vt@5uL
zvp?f2sRaZi?jp6-8M<EER*fqj0K8dnEaRL%j#J~hlTEZ|>$3$6%F^pg-{H1rSA~Qr
zqVEI0<X0ZKs)Xi$cr7E+@*N}pLI&$mEDYr$9IJmq>8Mf_>uhbQH$vH{_)zDVoGLze
z?Oh_oC8jyF@fv9GC%gv1Zg$GMpZK;%$By!}5GO>{Z{EO>-yOgQbLwkj1WbCtr2YC~
zI|Z^;cv=KW_JHACUSZv_#=VyY@n8{~;*5&CQuJuWSZIK*cF42#Xt5b4M+F)I8d>Wq
z;zPMi`=-t=7|FNQK$^);NiIBo6Gb_OUrdR-I}IJhTPoG$5UNYe*T5KV3}#)ciuzlH
z(_3hZZ|~RwJSkvfkRT+Yo1oYAmRikjpnt$fZwq~x0Jq*jFW*r*UuR{;ry!--e)Jhp
zi?DaC_{byk-P3J8dGf(S;!2=aGrc##O+T^M4!)M#<3>Y98TSETrTnW?p?BQL2l%3$
zeNNUUlZVzmMGu2joR@x##&Nm7F+ZJVdha*og#d{&)c*Pr(KFL)@GA%3`-J9jr_oXt
zMlEbN_2&t<E6Y>!8SZa#0N>>)DzftJ0`t_?9cc7*3KuOP$kEM7g_!xYoN!34J$=Hu
zkrD3PW6V-U@8H%}_=~$QugPc$eWt60oQB)nn#UabRptu*uDdY%^C2N<z^ixYH1tWV
zM~OzE^!Zs)%4T^PjaDl6Gbwu(r6T&^gu!}gJkNYF-xR5bi2Y}Pc62jGclu^5^O;J0
zl>sMmBfcHfd5g`OAsFU2CVIxt^<$-S>dI%0TsXDf<l(yD3=E`Rb#3MUJD<{$(kgo{
zZ=tJSW4lB;Jbb9oE~{fyno{M8E9X;pM*yu!&&|OECYvsL%nbhwyCW%Fh1Fg<h}fXa
z?NiPpu2hA%jrAIVqIV^5+Hvk@OsooBV`O^j8~(vex{!}AhOJn6J{=OPy&R&q)-z5m
zu&}L^MgBEEEfuMHn<x2$Vc_0k8$vAzR$`jfL?vXQ7jk(ox&uaWH$bUA0YXMun41-G
zE4<wJrrsznjFEnuNlzh9fnhV$M)-;C!N}cbVvFeEntOyzHO15yQ7f-OM%_bBG70k2
zA*neStq)3W>^Ypz)(Qi`t>L;vpI=m8lL6c&VSF&fr^ru<GU-W2dDv4$3Qz}9>UJk|
z-|(Gm-PWc9Qx7VLnX3n-0Y7_iA54)4%WxUIzIDt%&t}qWc^S!uVKK4A<G`r$-tHJN
zO>;|w#le17ReM2AUWwS7r4d^wr7id-K!9tHtgp+~mC(*6?*$P-ct>N4Wfz%0nIic|
z-4RMBQu1czs4<-A4s`*akXcBWw;-5vA}~sl53iLX_wOwT3le5HT1DTD0J3-=N_as=
zgzF31L!%5QVU}zil-juSBJvA3h?_nIEC4nFL5Y}@+bTNo(e)5p5iV+aOwc!)m!gpr
zI*GytXfz}{6{cObWOM@$`O>{*0H{{M5QxYG5Jhpyp+*Jn^a=w62*a`!3QMFzX!IbJ
zE%;UfYnlHMoTuWa7Oi8*>&4nolk=#8zl?<c?Owg=#O<Y$v>k+uLlA0cWOe^XyieDT
zbjMrgF0rV`>of0luTCl)rDd+)uha+NHFR64<Mv0GPGuNwPUeZC6-1{Zu3Pb?ZX-0*
zq)YIFIw)?Invk*|hJo&)O-q`#3f7qs$*nsy`j>~$mcg{k>AFiEJm!TG{aeM(EXOd^
zq`$bk@tY8EX^j8>#=9z;ei45L%jzEqMar74;{Le!?6d?8S+Vup{<+Ar723mb5#}w0
zO|5QIpyLi~A{5ZnFnaTWbho`K7FM<s3PW0VL&+8##9(Yd-j;T@Sb;6dtv}4{fJM!2
z;CBQ@N=zcV%hni#IP?n3OJ)p%%w(Fg^63T17@Gqldkt5g!3PZ$$(OBgiYuw+#JGoD
zsN^rO_|>gBh<ofyhKKRevP(;ALa7vTZ6nO|)2V%7QB}**UBRk~62~BJp60&XHn=GV
zRVt?FY>CfJ!>TS*uRCdMB1yY@%9&epGbLu>exM)Qhc$^^;p$?FlR0L!SJ#UqF7+{k
zKZ@U)PRE1B^Gzk6Z?==MZaRherkAN|u~eh|OSr>fhhzPR8IDH56u3XYGj+*Z`3R_Q
z@e*;TYR7q=P0r07QJ}tyP;5~Hy8_1Grj{&RIfV01d*?a-u`qpD`U5xVf&xLKZ5$$3
z!gWN+rRzHF6e;aX`^ReFgND(`%U~X((u|OZV85lCe+rkuI`51%{G1d$ZzrvSJUaRp
zz3#bc)t&u3{~fI=F=(DtNP4dIY_XE@UyrIlFXLoid|Tmpd5-KnvsiwntgT$*FelwB
z!WWxKw9RHJd&bxLaQ%zVQ{KCu5k+VWyv?AbM=U}#WMwFt1`sdLScn<kPn?^ziTYAQ
zSlcHud5-`nDI7Jtu@E)dWLaeLPAk2P$j0+xq_&a40wFkl-w2LUdhhA$lPRTRgfaIz
zly(%@CW>S5Td9*$aH8D88CtDv2Eg%v&z4v2D_VQsV!URYFdR)=RVVVfzgTSsIN!_m
z<pAa-H~?iKv^v*|TQ@&RToVSqiMUjk18Ln~#hj`cBpx>lPTquy-|MS%X;E~VQ+6lT
z^b3M>v`9gF^u|oL<OSk8mKi?a+<Kx9U~GHF^rrf0dLn)Lsa2ox@8?m=S>i$<7#h4i
zH->ypw6)#QxbTGp{2Ol7>S719f2>b3;Dt<UA`wWE&xL6_mv-(dQc@Oqm48Tzp;Is3
zk8a)1zyfg08S$z`VY}Z_Z2z$rZx?xg>WFS8^{^LG^~7h#vnL1FU9Pa9cgSj{6P<LW
zDI~co1_9k#^0MdIKbO9cSG0?dZ!F4b^|B!NBN+gpD}S7`tn+QJHM<sXxEp{1M8BBZ
zbLw%+Yk8KOB(v_JLGp5ZhaLIN>6cES#6~8Uq+M@4va8L*v4*!`n`QkF?VNF~Z1U8a
z8H6bJj}CgQ^QxSqdB`1lAML$1lXs3+VCu~vf|L-P?-_EvF5dwuu-pTNj{1dvT9>%X
zoP0ob$xyU>xA#cE5IE6qSEUFJCs1R~$uZii82^e~`*J*-l^#WL6s7&(SD@9*N<H<A
zkFwTcRo+X_n&;}U6SIF3n?dJa{sehUVb^ENOCls2y-eA}$3v|J9C8gtZMk(xvJ<hE
zQ&kA19mJej!a9V%tK(~FCc+z)vTVSW!plOfqK2x}9=`NPQ{BBnXnWwHOjriK|7C4&
zrb2_5B7O!eY`fo^gi^H5I{6a{T4`hzMH0CH%+yaX{z69?Qylhl%$YYr)dB}sSWYx>
z(|!$OS|oUXQD6ifzVz37)TE$*ccEQQk(@!1>WyPinvEY<iJ)HRJvIlrTYwF@kt~Hx
ztl262N=J0xzslK<zIG)nL-?=m1z;aJ;J8ZjN1{>eJnqL1^QiDh!dbfsKgIujFQ+a(
zAac|{Hq4df3Eb}W|KdT#<=3gc4NeSP@J<sT8iir~DM6S2h;jLEo_|0v&2}^`dh3h1
zt?so@DsgYGAMPPQ`#ST#ImhDB#dxX<Ow(i8L;<+n;lY}wtaB4?JdsKTb2rXAFp=RW
zr3mcVc4=6n+qvYb^aZqq2s+nJdwcj<d|PMO{7~Iefnhp4`t7E}hq||*P}KAAjdBr|
zyCQUqsMwBQf+cVQ9*jgJIFB%&xLs_rwic{U?{ltU=F-@l(mB>KAxc;IEa^e3x&m|f
zv+^n*tS32T+{G~@<m`Kd<>6NSEn{uWyY9uB^LXb}t)RSw-ojSy8CzE@R6J5bjxL;j
zBiz93P^j#*=hcJx*S(qdWX}V{v<`X~pG<+v7*Xqd7&7)Fj3RVP!ld5zJ_zvVQnLe*
zHOL1|Hg$w0s{uH*b-c{iYzTQdXPWr9>*tg#QMs1PDpio{K;aw5g5xAlwnxWo#$S)(
z8^|5w)$c{&DHI3;W{MOp44d2HyW~bAzwg}&AoZBUT!yvgZWa!#EykHD6OQ4c%)}0W
z@Oic~JWNbKRvrA1`oy4|$D6!wpv(ZvK7*Fav=Qw0t*5_3hDY|d_A_s`%77k2wHhE6
zmjn^xbM8%V(|ZOoov|l@D7=F*zb|4Ow<=_h*f84HK+1>2PU1X}j_D5=fWGa?B1fz7
zSu-!`@QDatqIaCOBB)(mGd=!l^YaVU_B)VcHkIP<SDu#PGM9~Fc&S=h-wiujYlKit
zF^;oqdqvIr+4s?-dOY<ELzgi<k1yIZrWHUPd`RA(XQuv^W+;G-U-n)zWSBT;k<e+&
zOiZ%twW&D^3w64Qaq;}}5+V4eDi|VZZUAdxBISg3imd%L)mSU$Sy2p$%-;0_!YP{C
zL8+}LB85M}f&=^|cON!6TkKoSxt?2Rxx)p{j70S2anG?5B|y>J)b8JCD%OGA+CLuN
zWj3`|Bkeg^7n&>ws4O(jSvhzo!_i`rZ&15na_MfBDBxrrh218w5&5!9h<gf^T>~7m
z@0T5Licsp>5}41z{@nE0EDi#LfH1Xd7{Y4#uOTWMoGh>i#pIKo%;5UNtdlc8Cc-Ns
zYW{yVg3n*fH!^=X)Vyv0%^#x|$!5_ka+=9wBI^HC&_X8ZV=1P~o3KJ32r{w^lyDo~
z5jam_xrR3z=p1aW>WU<c1G@EI2wC>u^}b^|p9J_dM|!cpA0#<-@J!YY%5Nf@aQrg2
z<uA67LR@#XrPL|_f7j>akASXJL{w8kC0>#B+n|2)$^5x=mhgj9jcX(8E*KJ8rdQv7
z&k*+QJpA_tMx<=^LecY^odaz&&^IIBLpoSXBO?+eAfOfwBCb20ln>Y?u(*WlWkOHN
z_fHfiaFkIi5~bn<Pmv=E{)&R6(aTp88)>HI10LY+4aO%+_Fc5Jm_h5+0h9|qmp-%f
zjyFlydbNBUIuzBMj$L_RN+`2w*b7|$EYVHe$t*8>JXV`fQjU^~za@3=tg-m_v%@V~
zT<u}>a%GY#Gye{3vpti_moZ7D=c0@Ir2t`}x$$0GKmK#_q~ISGgO%OJS}#|QEnvn+
zGcCto$IvX>;MIe{43iolm9rI#7a+JVZ3%cNGdrR=IWeSnYjIfiph%$B+{NcT10Ox)
z9C(~v+vs6TM?&g=>A}SEPPT&Y6M{Fz_pD4QN7&q1^w_i!Ysp{8f)q)X2W+?zSQ%0E
zBL8dOr9H~Zdku|%&4AO3B3R1PRw%=cPB2C>@BjXcO=ocU$Sie;4vCJHR4hM=p%41?
zq8kv=c>l^LsMukPy*A4e4x4W+bTlQbyTn)%S7HWfJIwZxIf6jmHQ#6>fREsLPhJyB
zb3ZDc7A2c4{?<vwBA@m1C&i`S&njU3wW|P~&UxwI#2I-J#NM@v8^Z+)folFI`zgYv
zh^*v{ug$&Dz;+hUHk~j|^ydor=wA<SOE*&W5e7kG8$H%G9Mc{~*6TMuy7E#@!(Ufn
zqd)merio5<Y}uLEGkch*W}yZsRxQ~5Fo@1{tlhtQOhXDmlbRjvN=}<P2nOoY>VYSD
zS*9_+=_1Yxah8;nZE3qv)_m!S`YsThd+5@XD0Q-uZx3Ae;?T%Od&^Z<gZv|iI86EP
za~M^2#72X*KfP3<pmyQ3G$2NFu)-5rMU$-zWnXAUJM4op(o--8jLZ+nW`-eog*q_R
zMmN1~B;#2fB}CaiPcU7lB;P$EGa`hDbrvUt$~{g?I*pFsZO@fIjG$eXL3We~ML+WE
z;{*B8V1_OV%DtP_ly8~e^=6EVB8C``r~o4_B3daXG9;SRg9naCb<X4)-q_dC?e+PF
zSCI7}7ZvJN+=clFXbP=^J+mF=@o-IX#1tPeLmhLQV!<JUKl$t~OfNa=4|LuVVZX>5
zN0t$sVh_w;e<**`iHcOrbU%3zeXFv2K{x728zJ^GkDG5t%w0fJ_<HSCt_>RIMJ)>M
z*`6;UoYW_SS|qzxkkw}q+Bh(sGX_I~jl6=#){Y4T&YGr8Qi;8w#Kk3-davx2fkduQ
zTsoCH--7%TFfAQ}GXtVP;met2(|FU`6#b#{crKq)NiHJ^RjVu3lMOX-PuM-6XxJqD
zM{o-5>&Fnl4Ohi=kdch?I0b^pKe&OvLhT{&83i45@A3*n>rOo=E@%(N<DwXtaDWz4
zN3reS^%j(R9QwO>q2{oXOrFy7$EiYb9~c70cc)uD5LRJ&QUjm)aVToLdjG8z!SQ*>
z)$}{=^{VV@&VAXacP8TGB{TPSQNVr<^p`9Mc28%{wNJ)A4kF<EPI`;}^N$cBI=4`U
zAR~~m+TY4zFKl?of-T~d`?34-cE<c>GZ8&mYvt2p1ez>Oe)2s(evZ$X{Y!71fPfIi
zE_s%a2&5>GWaB~#IFox^i9EDAN_Ij6)wX4!-}9QbrYy<fUJ_X!^ilLz+IXtqd&`P_
z8+B=r0oTv7j3!is1O5RTt0Q`<`9>?1;$J-^TmQoj5K(4#38%au51tQ~0}1Su`i)Uc
zBS(jzTb0fF=T?BJ<|<g?D+JCoX<y;><{?;p<31auKlWq&#HGA55Nvj^U@82T;r^yb
zUx5mT-Dx5=sCwJ~_kkQV5$l6V0$D8CWLFyX?IX9!-Oip(Rl}=%Z&RL}AounVUC<**
zVq~E%L^;b4XC?f$PBGyQVGc`!5`=u|@SX7(FZ%gQ^7RqA8+q;xH?CBBVi+Hl9|(4r
zEz5}hbiD<vXnd4AZm}qH&JSe1o`Hc$ZrxE!seXjIu!6Syg1-iI1#!E+A({JQsu);-
zCgINq_5oUX&jh~^;-_X;<;l(HkTC%nw|LB23a`asYDxOFaXDI<^_UzR20y)lbKJ~)
zp`wQ?>xMA%r{UjY@u8xA^34?4e`k%Kl(wCLy4!NYfH6y{j}Hb8L!T_H5gi=9qO0Vy
z^WxR+(?Fb!OuxQS%z#h&DpZ~23cisq#URRL`?;OwyB)nKT6v|_rqd^gYm`?Kv)aUH
zL?yrsQ&=XA!m?`}*J_Eir`{m&ekhTY?T!9Le*%)DyHBFeCmf)P8pz^Hd*o6#4O-l-
z20|LmR)PlF!HMqe559&P8wQh~AoFiV{D)rl#i58E(xfnT0Qk7NwNGTKN(iq$GTyx`
zVTm1RmHC0BJH9{Gdo$~iwOY;Zw?BlWI0IQldm|NEi|onPpw2TAI6#4M+76s?B-X4x
z!|!U~0BxG-36oE*{yx~SDa{j1flxpjJeLRW5FIzCm^|!Wc`vi~;E!x8@BvFpcYBzv
zqPykAq{MD?XKL>u?=wAunH>VD4msCuY;y<{^xzPzW~nLDQ>*J>tvK4UIn+w&IFwW1
z1tRlgSdt0#C~>jau$fJi;c2#FzHaK622JN&5kjrPbc5!4oV2BlN!*eN{|iF6fRZwg
z(_3-uMX}@q47zV5K;#`q%jUwka3GaVr%7|HYJmjoa)FEF940=o78`9HkYT%7XJVwA
zBlzy$?bhK3F!bkhCK-^iEol`+Iqg4&99sk;astWxW=f-%E1wRUG?I-q1sc1!ldsZm
zcl(h0wn?hMBHb^{H+K>V5rEmgf(fF`RcR@hDPrqaor@!`uUYg}D_JwEX@;?!@;ZBF
zZX6Aii|064xEO(3(e~#BML3?rI%X=|nPU(WRu@NNoxL)<uy=;Q67)G#!fXiOgFYJ9
zZo6KOAxRIZMAHNEW3itqJ9|0Mf6!T0r;MAw0E6U*^wJ%>%2PfK#vNsp(0{xapa;x=
zhf^sEQad|f0ucsdLkz3nDWH*)>5n&H!W+Ao;OTf+nGi!2SA+nZ>c()NxC|ff+hNj8
zX@my_9BbLkyaepcG+w1<w4&=z7tHGm<|OvZa(}ew7<=MIB(B*%h$h|oSjs>{iz^06
zZ*O5_H9G9!31QUZ?Vl)Qyk{kFM1M=*WmI<<D8+hV0mdGjDupLHWLt$QaVFo~QxM1!
z<qD=1ek)izs+3Cu8TX?dc!@!4=2YD2jRf#C;*^Ul_I+D6iQyGbR|8y5Zi;XzkH}x+
zR*>t*Sb;^E5Ewj7i-0yX{q?GO+2encf_&k)<?pk6FEbJ@5TGwWHO<8<dxr7tOxJvd
z6?3$ZHp8T`j>^6TCZZfN2}|EQ7<2aDka)?-7LK{ZOePna>vPN%YQ82Uvebq&WMii#
zB54UtSgXxyMe{kw-d#=eYUdH29)&LRjPCHm4-;d^8aNkE_amlX^&T7&JZeLW)SC0<
zksJ>`EwrbOYTF(!vQz<IlhBp&@Po{|rpVE63g&Da3jOm_6dJ}bvaIa>Kn5_t=pz}L
zgE>IaUAxtk-x(37VRSP<!s8(KoW4bMk~-X`x~Jz5@-3Y=^*A_Ba_G?`iZNor=*&Lt
zgGDwImTRMl&~qrMhY##%H}TdPVZZ6wgzpWw#IDo&xwjK=H6^4|GUus%oiNKGRKbPi
zIE>-q+mJIs*9cCo?7dk$jUniS`HNMP4qb&a%y5~)9aI|+?feYa!b%fg$wB`R5kPq=
zT`pwp6K}_BVv*clCqRkDA1vSj9*n0`(H_zA6eEil7hbesn4x04;6YG{2c0~HNCL-(
z?1Z(m0vHEf&ii)#HlbFs@SW_|8Ng{W=!1d8Ip|+vL;bDMs<9N2H~nUzR92Peh?ne|
zU({CsrnY*DRMNwlD!++}c-*{4WXB!;_O|JPgczo~@raxbH>hAOQ7@B2%9bUp>d_7F
ztSpzt6-2s1+|g3ID4x)My^bbJ#zGK5w;PxuKrqx|L9AsYU(Y~EMbn?Al2D;@kA?DT
zxOMsgPX>lfpMX-TxvvUny4fm&+<v<58`@E}(=wM$einXxxsw!Id3w%J<B6f(IF0!x
zqhVsRtjjolfRtp=ffAd8c})1?sT)?POh#1q6Y%Gr8ihM`pR&@nG_s|{Ijb~TDDTu~
za3UvMp?_m*Q+!)A!R}s6Ub5|AC}L6_=*zv9%y8(xnHr`TwWe&UsulK=B519#AR%`g
zHkq3fm?8?TjsDR?WsH*}rphdY#RS#<?hMwra?-L{#t{gq2>2D$+f&eq4#N2}^8o}u
z7PlRUjZ-joD9qt;V8iKQ<jM<i#R~>8C2#-L&q@6pkHxhVA<#5OprX)?!-GYXQcRSm
zvZFc{+3_s!8G7naf&xC_x^38Io!`lIRW`b!$`2p57U4_F`y)BI%UzA!>)t(JbLZ@3
z%~|8_5(lrm&A8#k#!Am?oB6!+n7?0u_vl#}%on1kf35^1ehpgL0&(ODnsW}Sc{f-=
z+oyZ-x-GT`I^@mGLY3l_Ps2v{uqxEev3i@{?oNKCKhW%^AR5DTLI(nMS*SKWOwU{%
zZ`=Q7cyJXXEPs%z0J6>%KAJ0DY|J-nErf&ysf9i%j3e?KUKl=+6*g{;JSz(`jLybQ
zGI%-hGi6~U74SM4&=&@r(FO9nE1XcLxnyV#O2$vpT5~*6W60}<cQe_vn9<bE8R*{j
zE-_78H7bWEy=JN2?vMR^h1Qj2hofrSZWe!wfe&MsmGp@AN1wJ2`q&$PY@M^7xca*3
z6FtV!ZzS-scdR&{^}=!&8KArVCb_>P5s)_4Sf69IpF19EZo}7on4fIm)%;}a{A4zZ
z>9zjpiJq3*G2bI@{Bd5+Xvv_pn*wmq7@<Dz71Ib#a#t7jOVF5M;hv*|W%<&@rh`y5
z7C7<xN4&hDJgc-&-yQF#+=j-G3E8l|#pw_qlaU*1fbDB3%QgXdn-Ldjx5c-L68x>S
zJ&`>FX<M9X2S>t1)rEgzeA`nre~D<YdZWa66I%UD>eM>xHYQE8+oU`b>8DLYh@3j-
z_<k}XsUO$7>X=`B>OLBx82-pTFlyw8_OKlAXi|+mPMv$&yG=ZW8J!trGrXM1m|oNb
z@3sbER%7w*Em_$POqps+Lc=(C$hwM6Y$Kk#MYnWn$wrr5=#1q5ma@S&K&ssVNdfMA
zfko)oJg?I0CDXqe6vKb0B5XD*0N=4XSw`S8=Kki96v%~UW?(<Pf2V2bNf!X0Dxs{<
z7T1M_eGdC4i#!Jwgid%Ss-cmSsk3i^L5q5C=(s)%N9V9(7@*V;#qPVgJGhl-w{kV8
zU(S`AJ~vrx=Suux>O0KJ2>w!sc7|A`enUE}kYu9LviEw)%Kw6KWF=!F-Bf~cP6XHM
z1ieG8Y?kEXA0FgJQqM<JNG_-}4mT_JC?w@c0jiNEcMupCOcy(Y)3@u7sK6<R#X*oR
zRDlB)PNltH7b{50?KUr_%d`>lS(jz=itvm<)K*}g-~I=vo;7GjFTq;$u;)3En1`o6
zH>yWCJ&`0wuYW(sF1$8-#$l1Lbz5XChk=4NAQPspAUpXO0)YZDsQ1+giyV|mp?m#C
z<AW#kTjFzmT(<7e<rurFi3NArbl`8RmnqG6Fcq(;pe%{be4C7*vubB7(=6MQatO$}
zN!|?XVmN3z_z_DY=UzTU;$J#zh^QXOpm!bMp@?8+eY1$l5kAb8O;?o(54Q%s#86is
zVvkft;pxXnK`;jG8S^eq&Qv`z@)&>{&*c3RD{NfG-A?-3APlI=hiCaxDL~}l;zNnO
z4J+dGeChq+>`YM`$-%rKxCf-Tw$(d=?}~+jbb}<a3$tg1ww)GkT5ZAyC-Fyi1&0M_
zef3{(jWeXyK`srZ94PX^94TTw{h{fQPU3w&)E*Cz3bx#ogSj2@%PKv0?6DcM055+g
z8k{H?e9U%7l8VCLcO(81H&cVsRnoWIb967#OnkpFGbpQJF#?OP+xi0F5k@a~>M_(R
zx(}H95-tSbi8dsWW2^KW$2>#K7f0p4rIU9ec{EWtSYk!8bK@Cnkh@W30F{Rn0i*(r
z_XGHkXHRtr!pP{Iz9B~=2=$ooH_n>WT2X@4)_|<RN}(r=Yl|kZ$w2lmI<I(A3Z8=`
z7YLr;A+f`nhw-^M&3-q~NfBv$9QmxH#^vKV4TsxW0*u>0QtW}4`CHq*n+`yRsDL4j
z-o*=-F6Ol7#rPd4@x<Ss2le%$_?=J~yoh1HM$*SE`2I$hxyIt_)J8FfmSHvyl`;Wa
z#e$8#>D*3|+asd3pVz{Ijq#`1EseTlBnbq2z|D}7sIl19l;;U#Wj6HD3a0-IwEzqh
zNXU!@UOqN;R1@oh^*kWvFB?es0WfuXQM^7G6dtUui+`dqBWd+bLkS@*m1!TtCuI4u
zijEN&MhNFLtUGimaOnUyK*+zhVP0^mL<TpBttr%`!9n~Z-5N(t>~*<=@6rSayOb+y
z<PZM6)>93obxkK%Tv4;LfkPX2XI7)u?W{o?P&GE*mR$WpUMSgJA6PehuLwJ^Lc@$Q
zWsM$5N+6r>=Cy!DyB}w@R!D7`=HsOIU#RmNT-dGy1?&e890lH5zOr6~>?<z7Y;ODe
zl=-wXo*l>cFwywxX~Xt*2NpPfWMFh^&Kz$#*(R-N<2)Xl_auN7gfh3PmQQS@E}CMY
zH0_jOq9BW<3*FF?BKCbBqm4rTgl>w(oBrHa+s;-OeM2Xa$|qf4(ehnU`>=>Q)x?G{
zlL=&0NsNoDja>(K-CXqGAT|w*p$K0Qnz2{#dta3ne;pklOTG!J(UX@jLa4Eu4&I>t
z@h76X-=?v&NGzMfYd(H#ldtk_bMgbJB>uZ;)s0GwD8p`EQl2wx*3KcjncgvfX<dAK
zQZ76UIl(ZKe+NZ9@uUIr#sSP5KZL}wfsqn=1EPx=!=CUY0-%f=6+6O$Sl?l=1yeW=
z9*>lb*N!O4v~wznr^IeLI<@aREuk@Q>v*<%p+}@lS_>oxxBe?4rx9qC_VyUxyr(Z{
zaY6@;I|&T4XV=wzxo$vG>L14nN~}^wUyR1*3KCjbErf`M!WMsw>5e{*%M^Ecz-*84
zhm||6dy(ACYOJ<Xrt>wp5S^9rP(~My({r$om%*3&svKnm9-3Xl{IidTko!Z-`GPCg
zSpF=yD*L{TG8+rF{%!!1AywW3tKO1tWq2I|)K?NWt%W!^FF?|7*V9GRY)5f?NCq9L
zEq?~dWCz>`+E@{9$Oy&}+-nS$uwd3xne;*+TYJ|AnI)vwgdS_h$0FtLeumA)%{xyb
zaN%=@BAGmgt_xUNbN}tE(GuT1z7iB;;SNFj-O;Ijp%$WoUAZ)+sps9`zNc<k`x&Ou
z40T^SKKUTwai4j%69X6B4!K-#0@OMY$CP6R2bT~4LBS69>4K|oy?)kW50XD;cLTEX
zd_ar^i}X=Y#kXK3RPDDwJ{>cClvqvNS_e-vhjsewtYQld6G;a1oif94hSz#azvn~E
zk7(ieIkyN(7!0k!>|N{c(2PW}yD59D|E2^b(eHGuMH0P>c251ET#p6%y*y=t_*<h+
z<y3CVDWA@DP<_cmW&O3{+uyH&ZU5@LcPFM@>2)WT{?6IFD8RdZ@|X>E78G$N$*(gV
zUO^GVJUuPX-QK+Q?HS=5oMntqXtX}ro|C5Ilc96B;~8$u3)9CR9~0CuP!;DGs+!1A
z`iF!GZZa`Leke`;c*3so8jdp_kfo)yEhQ3F=_mUPr*Qb0?UsH+x1+&tndTBmdmC_f
zKT}OS$_PHsUZDP=UAW?ZRMNeHU^Dh^Hn36N^(We><7cu=qKg&y?H!lac!RjckTHiX
zID^K{yeIMMGt`mGQxyt{gKb!-;+4}TTKHzqlKoHNxGs1~yC?x%IE4g;(X7494XQ?J
zxF9q>IiTwuzs$S*9t!FNheyL>q%AKhyccdOjM%w3bIW(ecA25WN`KE}<w-Ph<~^af
zMxSlFt=Y<YG-pzJI2S7_*rO?(L|hFxhOcv19r=kL0*3C<iJ+AefUY70p?pd+OH3jC
z-SlJkn$QN?ltX{~U8A<oNmg)DH`M#aYBO1l(ufwt8U=fud!`QGa%`}$-Z*N7e9^ym
z<POv3vpZVvg?s~0O-(F{M@?dU9_(>?hV+xZ?X^*-y@1kbYU3wIK+O{{#?inMyErPh
z)7v7$%y)O;1Uh<ZgKHsr5)!cTar(pX_hd0yaOCyU0|#*aA!1tKkCkDE8Uju*SOt8j
zsda<a&~CySPs|)|a{X2G>9rweqmkJp$X-UuSPcdzp<+SMIf2bgu!cn?M{Y~3hqX`P
z1{{Gxc2mrAA#7<+q2>n(@^+#80*lX)gX?B*kRGuWtUdEjZ_oWcSTJbzRU>nv+(%zi
zs#~fCtRofC{3oSwh}NK@f2N0mU*o6Ej)^=@9p*LZLB2^vX-1vA!uH}cBXeejz2*b`
zveYh7vIkr1+fOh~fyNK>>Gbz~NNcvZ{cXE^k~pMw^J#HUQnck`4f@3UZa9lrRM7P|
zVJ-y3*aHj2GLUi~Iwp3n{*SD8Y|e#&wrpeDwr$&XcAV_k$&PK?w)4ccZQHi(+;i$y
zb#=Y{8`k<VtL7Zz-rBj=;D2(phkxphrG!y$XhD~?*cikacE}fI2G{ck0Tw^}46e_1
z-5VW!1F^v<YWS9gNJhd@c3yAqv<ui!-`V0W7bFiD8`b0S-lf@#odgwt0*81Z8&y?;
zWM2zuEIhKX9soWxv!wklAlVH9t?Lv{MY(oG_R}dS=ZngMtt+uLaV9T{<w;KX7D<i#
zWlg;ql$MWEsyw9Wj!!Z-W&Uub8P8z0+k=H*Y|&Nu>AOB>Yj2>*tI%>DjY^T5Mtmhw
za!W^3Mw!F9&2|QJ1GnwGy-Wr1uS(Iyflp`<d7Y2>upv7g_1k{yL9t{PdjCQV36cy5
z`wXSy+2>%%?d4=OyegA3N$CBv(+)w}+g2PJZe0893iO(py!i0-H#a&vIWRmCfxW0r
zKCGmsGx@R92}9X;89oDuSKX6O<UyMv^wi7{vIfQT-r13M@1<5pMV2E0$}S~JSgXBw
z=#$JY;o&OO*+ls8!YHRsaB`f}o`I~;wr^_?F7+uvxUk>4WNG&abwe}<7*16HWZo=T
z;xojcXwVz#!3bD%r_NKG`hq9$sE@PBuFa8Y1@A<x@6K3HTsrh(spEs;ImzSB9sgFS
zhPvXPwXYDI#JT3$)PQ2{K~?>hFW9(9ngNE9u!d_SCK5WH8jDm%O(f(T#hT3*F6Gl}
z^}_v{k<EmoD?);xK|#~oYYEd}_#LHldg8}sp5cX=fDsn!mq5Hkb^xA-R<ya3@hYG#
zf2k*}cOZsFX~Sdhly9LSbz!rabMHJb!o^Fx7+U*SPjycp371kw1NqyU#4jLDkXdT^
z!5ssT5%VB16Wt4m3MVb@Z-Zqet^rvT0xBWg;mb0$g^(3>b|i=z_F87U{T!O7N%KCi
zVAJQRfvN`9pu@%`Cpviug=jvBbU%k>*0dVNnd=w<Gu*`p0}<`mgGkfH=N4Jr(@|We
z0%&X*<PG8ybF@*|mg=gtY2wl}BKI-KbUW0W`tO*m`bZtUHel<L`!Akc9a0Tup0Nbf
z&xdwkTd!l5(9~&b`zA$R#{%afXcUdz;|rG5eG)N&)O;J`3DF+K=KZnz6%%p5)7?Mr
zmiN^?kD#!AcAZ%KTU6}w0FRstL!Zy-puu%)G-0gl(X8?}EyL!&YvQ94q+6hD3{z&;
z@0*a|(x%-c;7cE{jS0FTprx&rjdZ#5>2PxOk-U85Wsog>UY~d-(L*WXgg%&>LqOT5
z8GKON=Nbx)m$Y!5y`+Y&JnLRk;3MKaMDg*2t1sbaU*96tduZFp97F=XUztLF|8Uc=
zCw^jKx1PSu`SA0I1bfx_;+wu~(4JjuUhG19)q<XEQXj59uX3uR1$Bd5Sb2fv2SK_k
zNt~~QnuL%5QYDhm=))sm>JdZ#i0!A#)2r#fmK)7Uydg3;2{A^Xa-Il&{dAJ?eB^L!
zi>n`8O~?@$h@#T}l49+k(=$fgj727&5d6@>280(5zx&L96CqqsNqX0xmL_FOdF=y0
z0y~MSDmrGYOIh!J-*M;>*Ey`UllSn&xq<;y)H&gp-)lTq<9Sz>gLUG^@@(^QT6X5C
z%yihgX1N}8@Xt763wNn2{LxQ!g7<MwF*JtrYN>jZ;g7{ry7VCC8=B}w_U30!&qhQ8
zJtc2?r2#h>a|7G@bDC7irkk1|H1v?#e|^8>J>rCKUjgX62+C_u3tZrnr}{M?_ng~g
z**7!_r}$b<p`{0$eBQ*Z+2aDkL*GD9L6RTm;m=tz{{|!u4$A_ZN`w$PQdH3AlXd{m
zQL-sm8bH9%6vw1{A!cMKaKpE9hgzAkSmuUi-e`%ad*BQU1UiGlB0ey}klO~c4yWL6
z0#Jn_?Tycf`*}RvU>BDZF$}~@+7>6CCpM+G_6uzc21b~-+gDcZyvvs~j3>4hDpDA!
zSX}xUD-0wD1^VUQp4c#$@TBc3!6WE&?s%Rq6_qzxT*bIV(m$)e|6Ei-(_X1~j{MZs
z1fvtON;IUrln4Vouzzo}#c)8YGu-1S3Dq)fBjakxH<^~Akz_jU(Yv!n>MLUIx44cd
zB8Sl*R%$)}^%7n0Pe6=p_uJ3&WCD`ecr+wsXBDI)=?AbQwmiaDG=FMOL|z^-Ls2dp
zh^(wXKFDq=16LF?^;_~IWG24jSz{_M&00>Kcyt{|r^)`n57XQO@3W<9S7ZK7mDvd9
za3x_jbYP<4H?1jQSNYnIQUrNsk}vI1lvyqSC5-DQsKn&K(i)ZY#0wzxYKV(lOi%H9
zkI~r>5CBQ1`8Kn2KO5U>q(rmbC*fEimt=80na=^T>Gth&ix4FaK$#9<O*H|GSuCp2
z6!V3sVi6Ar$nUQlESG9wU9K1pKb#_AmFIh!l6f*AIRjpXgtdk!IsBwL>Irs>S`b+b
zzw9B@6Ipwbqn%aq)AA2V68e&~lA?pl@Q`Kx5NGP&56FoRD02#upc(MyrJCST#!}39
zFpVE=Fbd=*TPsj9)BL%XzF_{*Q8Vd1TgZffhmv>Dm^=-dhr>DV&G3yhGfT)Sq8+?)
zsTYpyN4JSR!@0d`X6E0xVCNoawFS$<d-mLt_mLo&1YpY#=l0waFz)r8fOzY4&|?}k
zliqgzOX2A`h`RS%CYia?@dn)J@dzlz`Fl1-#v;s@krY70UvPBJCosWvRJf2@J`+p_
z!0VD_<I}d$T!_qX8lNs3T~s*MH6hgc0o!I4mr&xdqR2J4ELxKLid5KLr!mdYq^oMU
z<*=sG<l~`&j1wi;qX`0BQSJ8Q(Sd~rZSk;yx0sJ=%nf3`kw76o14T)27$WP(sWKKk
zCbv8p=10#9adaNG*!EpLu;yB1!elWJWj^@aML-+lFqx^W%}6mL%K$wgzYLwa&JpZE
z#*p`eGOxum5p6e**LWr?3?5c(-k|qROjK4iUxO)alj-C2iR@oWs`S!=I~V%aYE-~`
z$aUvya&rLl=&i`n((xAoMWn~Vrwe8^#M|}xQ<5*s3eb~@Z*-Hz=7{Ey(M9w<WE<Jc
zD+;xN>jkHA4>=A4@g-HO_~N+D{bmZ*SNq|cR%zI|3^H~Gt;6ampW@n`zy1X|l@v%J
zpY%srX}1LiPW~~*b-Pe3i&3>s$GHg$O-EbjJ`^8Y0-0OFaiuPJRKbxP2v$`$4a{nU
zfm;unTXW&oBX1@^RfvRGS>C3JEYqGSRHI7-0$E06{+2QJ=J`5qD7(F9yj>Xyn_w?U
z*cows_ZtmqR?V?TG;uH~o42Pp<}bXJ^|!bj9N{oOReD(;Wk~Ru33@bfXIa9{ieHOn
z=2R~X%50tQdZ)>Hm%bEl&|7A*rJF9|E(Dd~h7Af<Ar$bvX=vclbqB!#7gR2t)Ms%P
zI9famjuqRwBsP9q=P!lWfw+V%&>U61q2E#IXtwi0nI%6bto*BdMjd}K0!foo)9pd-
zMu*nzlHb@a-9O7AbABB}Y{%N&uJwW=WIhY}G8TQtF0_CR(j{+Yb2wHRkXd8Gmg{IT
ziP4d)PX~l!_qO4w)fyT72c0>2%1aF-3BM$ioX<eg?<(mrtgk0{Ru&kDKS|P>g2bf#
ziPJ!U@}?BYMl8zd)lrOD^HJpJ;$)D~0e|HTSObxbI7!g9@nkv97fhtOvv^tZXS7sg
zO#OY!^!ABv;D|CP5=II=!NmNBpRV`4-s~JLtWAOwnlza(EE5Q-L5<5guQ=BLqiRih
zgy^{~K%9E!t3Jr>bdY7nFAy*age2<7jEHOeQgpk%_pKr9I#((!&8kRsg<F&rgS$o8
z$s-rhq;AVo!Ccd_e;FpV<)-@S0u;1Rc^NV6=e^7>xsP647B1cWbY^-6BWb{eXsQQl
zt9u3ix(e6RX3+J!9zLcOqH(+%t4*d!#0ExOM$_jHi{bbEPLgl}uY=Q)KeQ68N+9O?
zv*#-C&%@<gC8X?k@iICc;~U|Tt4OO+=2Gf)Mp@S7C{TG7(Vr=3l-g+eVLUdW)(wy@
zh3a$W$+!s0my+Qs!JAc}!DyX)PuwxNHEbkaJp0&YSB(0nMdtiL*hQ~><@|pB5Yz&T
zn-l09vS&NZ=-CkyTGPix6pigb;8*a$b96sRqZ;HqsjEVISj7MOo}SSVTJlH~W@7!?
zGS&BwUV%i=yy6m}IyHtq<=#&17!7szp{jmSb$mL!lT8JykSQ+gQ^5KDvF@Ij8%oC`
zKb+*t9_*osllwVgnGwH}>hqhndB|Z?2Au>Yu~#5d3bO_R3yN#8q<Zrh^^?(sux_ns
zv_A`EW9uC<sOT9XS79ex=4%};l)7k+5Suu;S@(M<D9nd%Q4dB$zWPLOf~6xsfWoAt
z`b5n6%UK9Ik>n$v#Sy#`cdkr5NETG!0t~OwP{20|OMRdu(*8nb2>6ctkNPxkbgjC?
zs9~+Z&7KxFF@~;f;-&eYNv1y?L=6XJz*1j*ohr-E;&Zf^YB+94cEJI~S$7(T3zY(<
zsNG*jWUM`s$>L-T^*IRC=nJDVg!YI#N5D+1toc$prK*1JPyQa-MEwDk;Ci2mvvoKg
zwc8tLYQOF1BsfqW`*HzM_o^SrKx&Gh0>{4y%LyR$S~Pj)or9*ku=sgXPLiP3W<q>)
z;IAV0#9>l;DRcL82Z{r4XqK_^fGhi?41(l10$UfXFqQhdu#i@ECVeNUg`#wk#CpGW
zy>)k#VCz(Es5}afR-%3&SfJoxBJUp~p}{Jms*e_3wGcYVBT%G3gFy4K4_bSM$hF|F
zNJ?CbnJZ@|DIxA#gcwfZ88}NN#`*INNeoL$z;XNt8=Jecn~puLNJ8>iY|}skv+GYe
z++EXUqA0%#vJ6yK#6f0kOeDXtf;Irvr;B_;tTy5D1O^@wm#e<BAi590xNhd#jMo*q
zc+=Hc_1>gJGJrzFwZgpUlt%%DcM&4|jL+m*Y|?%@qE-8Egw<Vxld;Vp70-JzcD_rc
zs6%hY5)S>>uVlQ$h!--A3yu?}yy2(tZ)2Q$Xz|JMi}OpBr5ro+=cU;Hd`~9Bit+w}
zV!GOLZg$snPq}5ubV~cFO)^@hAfX$zlj>KHt8e5VT?0LI^Yla9!Fl<~E!mB90AO$q
z;l#cqG0l13895a=Q_JVRlT5gIwUfQ22I^UM|DV17yKW|sy1E?jo=S++A4(clNJPLc
ztQfvl|LA9wZVx}Trb@v_+1C8Yo$G$~6AYnFe0et(L5(w#ot@UV*p3i&f@2krjNs_b
zRX9@n*U`ZQWz2kl%By}Zk71s*NUo;1R17TIklM7Ho@h=axQ>j%9KB-oe&;W;1P!R%
z@Z!vP=_jFgsQrv|QCLmsKzY;$YY&B|c`LIoG>g||M5wgrt;^NrG)RSeJ0fvpdup_|
z<`I5e<-VACIi^I^u&~izK`$sS&yPyS<k~G{!<#ep*8M725lge8-AG4$W9}NM&AS3m
zEc2`Ev-3`2eFZLc$Y&W-6Rf4g{T4m^F*7@9(t^}qseQZ?j3)b?S{mP8pDE+E@>$o^
zMRjKny4-@nA^nJ*`UZV30V8=3Q{bE;!(4vH%&#Z-o=e<7Rg)zAQ+x!}eO*oj0sbF+
znoa_)WYKsU+jDUD|I5f(ZyvZ8XQCzGvsyAtbi)DErLFFRO-%L$`;4(S&RwbGRN!#~
zzXvXiY=oovb%+wGv}gT&n=<ctRTV-@D{l1l0aSWg`GTtvDhLxs4FVpqA06A!eDEmq
z$E|_c(Kq7ofAX->%kG69Qi}u6oqAvXyW=emy(7LoJh`j6`Uj8eSeEeSEQx(Owb<%q
z&a0$@xW>@_+Qivz%I1x|i{68(LBWRiIyDvFIid*>T~rX@eNW{e6-N$3*xTqh0s|}(
zGWhr#%YX*uYB!i}4cM^6d$4M2+zNQ{-o2T}%tFd{5qGgL=xqJ&)mK(S#I#!0wyRg_
zSuQ#EgWAh^s8SOj@u(qc*_?bJObn8Fb&567-PQC@8KcR)MY~`p-g{|q$B0A{enjDR
zOSBv~n&<bW<zM<6poCoro0i|gfHT8R1V-C<h3td<SM$7Oe?-;$f|Ju3wwtoZh&P8X
z+~2X@=<9!clr=M3zj2LB9k6LVEAGD+`JJEQU{#l4Up3H#g<#V{hGKDMSKkxYS1oWd
zqlXVH($~upPmW35g1w8i=JaZIlm8DQ;8TO|+rmO&_*8o|m<+6D0RGfXN*EREM@B^Q
z$Vf}s$dcf-T<0@*G`bT`u;8X#rpsCMcSZc{GIA|7>;$4Ft6A=Zl>X0lDa?XedP?@O
zNyp^0FpVn`zg8TuK!GqGAt_>u1BZy`*cVGe^lCqnB`4)HwDln-{<FI8ue!GauG_O1
z-X^G3awJ^|^^^T`_;0l9Eebch0V@qUBBEPo$Q(V#FYM+Kn%%-;AI}iIO1UYucGSSL
zn_^xICexP+#Mf=3R_*|Y(f^tCOHG=yd(Tcwz*N92{$?X-!9gN^SQqdEu~Z5a{6yFl
zW!#QA`q0@Wl|e|qO?T&C)>U9L;k&kq!;AiN4YSp#M`Zb9!)BJ=dytsiL`7mk&hLR}
z4a;$q_+{Bw#^Gg17bjxHRcc!p0R}IYZat2Ax8Qxn_fo$(s-|8@TQ{G@-3tt7C;?fS
z|Fm&;pP;;aU1!4eq{<>5s<j{4n;BplHpkF<q*fOmh?9qbS054dp?7ys&lpyhht=tr
zz=eb?M3^B>tFds@n%amh)wm>mZc9gxyhI+(VLFJ!kV-F1EMRS(pYRo?A69}0$(kQq
zb<D6YYj7&{JQjY#)A!Y5D!PK!Fb$oeM(|p{9`nP@KwIu<SH6qM$ppMceQhSCeSU`;
zIoiZ~=7RDOp*C23ECpvFPyoMd`1>W^vCeFYBTMijspvredBb}vAfMTW^U5~K3yGCB
zP(W;p{jPOG>(#tzuJz~N8r5A;DFy|nSOXgNakX1fCCf~<#{t9Q(LK2b&%48bWKPV$
zm`8dtuS=u)J^u2L_QUNcu%~fEiu!6JGU^90%4!lpD`F&e>|&Sv82AAxEnpJ|i>E%X
zltQzKud7Qxwu<illEUIJskibCi3EffipQxfvEz#CiQH3_EXNi{B=^fBXH%JG4yV7q
zYjPCw9*|t{e)g?)wpQ;Oh1AJb1k>q)i1qB^-@;&R@Y$JrZwx!yF2gk__KO$b>CRE@
z9CrQ<m}t28llln>`3?8!zwl%5Ccd9`qfAHnT(f^g-4P?>m3;cg8|{6wMlCaSt?=DY
z#W)g5ZUEH=hte`{sieNLD?j7nY$hM*xqvgj1~Ue^$2oet{Ms1QH1(%1aF28fF9IGR
z3CB$RsY<y+;p@;c3P95yzG-A&Z^w8z$A`igqHLW&nFFgMH+=-rzObsUZEDwF@9ihE
zS=6*ZCxGbmwT5CvAK30eXnB^ICN;UIl}?pYI*~JeaGPXM=`KB<<O_I0{{BX8P}|V<
zJB3aCFW}R~4=gI?J>=UZ6@o3`ZD%VSG!q~}ZQO!HmAv|ll6$vSi-C`TC}lPG{~XO}
zUKtZcMuwfnh+})y;MKNLPXze-iTgv#b28~x4LuAvn(6xUr?!@U*I<|Um@ut>hkcuV
zNNV48_9PT#lLXrH$E3p0|0tUCYevpG;IJ$zmf>9-VM|rS)COf+`4f+DT8)~5I2VKa
zmiP8RPOs4s7M8J`?(PJUs9#crByIjS9w7?A&}^=zH}6u;4`w}2wdk+bvJ|4Nt&nM~
zMJQg1noK*Rj1z<JmK@)>>-Vpt%isl<=GE%rEi>PFy)-qr?RDV15x5gsF*uaLI*=|b
zbhXXislMQfB>m;9m~x?5^>6Wcay||{(LQI810_p_eTw6ebm`Bb*XdTg@zatV^v;6e
zA+#$(dUir)EY=~HM&Kepo<@jH&-0yd*{dC{eq$TA-guoAgP;PDXX#rF!b^5rk)iNy
z^Q-7kTA5!e-6LD<T~P-=GSJ`2w)Z|?h-K-5Q`_B>QTjvu9st<ss{@iUN!f$mu9#^v
zToPW4C|hmOg7A+=cvSE}*uS9EpB=qOW>6+wZP9B7nu(|}p|`J4^a#o&RpACI)jvPK
zt^44prVsBOwH9wzK0N-hx0j)?F|Rhsoh?Ynvmw~sWGxAw$oXZPR}}#8+dbBi?cpC9
zfK-iB9M`x$OnvH1rmI9{itblnQyDLrobuCuanx-`7W_i_3Sg88kD1B0c@&$Azq`4-
zLo{>%W!X5Rm3y)s6xvb_+>BDP0IAS~Tbg(LqnMB6!AG#-8!ydKQz!&wl@y+McqqwX
zL3(nlYplp%!!N&t=3=|RU_D2;P4tk?VY~55dlylMpK9;iDd~rPT3GxznYck+(Pbrh
z9X5Pt*6XL<f7{qNA$gJ>?yL4L7q3xsVzK)VinOdAhpuVuwA59y9m5}#38%5{s}vE8
z33L%cm$Ij{1&64zSPdeSUPgJPEq}!@SS#~HMS3wa_n-9zp6ifMkwE3bcYy*=$|ojq
z5bL}zyKMdxIbpleW&JPi>DMVO^q!cct+T62cnX>x{a|7>Am*9x*xd|L1OZdzmamDS
z?y9*kR$k-~FYVXB>`HyFDeU{Q@v)+&3xmFDT{yvi>%A2xuCY`YD}XHG7OMw3ca|%C
zUxCS~@-g={jg0SXevMPumVJ#q!kFRKFxJ}Um{CFxJ|K)=Gx9JwQYfwhu9ZX1FcoGN
z?HV;B*s|y+#6-L*pJtlWBf8#(C2I=^)+_L!LCg&ii*%nd>Qn`@4u1*7hftw{ruo8%
z6Vr1Z&T!mV5k&DL-F6o`R(#KIhy2PEC~f4u@;5X{Q8#Tb>Wf>!lz>iswWWOdx3FNN
z&?M(ZbZ>BH=8%PI|C(e~^?QWf5NDQ1n*<$=<Q<!W-?pOPfAm9l<{M5*JyNxk_8rcI
z>|zV6M2)0^QZZ`z`NwkaJFxP#Q$Pr?>{~GeV{Tj&tm{LfL`9VMc~~TsXjrzK!A23t
z-%<5_n+x}NEC$QDdj;)@IxiA*U_B3J4nKe=wIWW(1WM+G4)${3)u<j!l`uu)xPy=-
zJ%Pa7-IRCL!%(a~LgU(u?*zA`vhRRF7$<xjCtd9MfQ*;PV{Tw{@oL8AGf(qei6R7~
z|Hl!rqi@l1%Oz+k>c%Hlwe+B13TkFK^6Y*!-|PideDifK69pMdB>HHg#y=Lku$7Jk
zj@j0;`wIebKm~G`g9>7U#R3qXNt28BdrzdQ=s*foxX_@_7bG^#J6TsrL<?sZdxtcV
zN<_d@tFh96|4j8MiG|%bSR*<*{o2tFHdQ3U<WuCa7YV4ZM=sv8nX077lH_*ghkvP-
zuv2$%Nc;DuK;(MAUOcZAk~*?2S?SM3`nE9JLI6fQ+-IGm#YFUX&h1fqiJ_14eLRV#
zdZQM~EqM)6v6`Z~#1&|3=~fLA-Z?FTeg()+GX-fuoTkjM_Rn(|8&3;B)fFbp#u({^
zy`<Z!|I4<^3DlfsA0<5Y=U3m~KOhl(6IFpyO0~)v09I?Jx`<dXZVX;GCvvi!r<TOE
zMkB7g{if)TX|plGJCt3$FLPwKL`?{qL_RsvqjazME2g9g)m@JdBts!6TCb!?^>6@%
z9q@s?3?<fayeF2g9snB{P^DHkYA`ntC|n^6b^ee16Px7hpiAMK11D==LkJW2=7aPo
zh}kzdMkM`T{I}hu*L;jcfDrzADG}L^<Hb0Dz;60E>?3pA#q|fW9|XkMw=^uxrO651
zjnv9D(R&@Sn_4+dEk#>rY<=UK5VkoskjOblbBTocMEP7854_`YF#Ozzf8oFYZ;g)z
zS+k$qUQHFv`a0#f0nAy~b?Xz_koUJydzHY<E-*e5KTv~`Jov&=;FO$<_Eh8mStlm;
z(i=oc+k!)VnpBEHjA0>?X)K9;XpXp0yXXC)rc))*BuL4|4w+ypZOq2`ME3?$9bYXv
z>2~Yv1$C@^SbluRUgehBJ{=05-Y=DtLG>cfFMeAwWiEdD$+0;Wsa!SAYaQ&FCA8U&
z)EX1fmD~WObI>D4K2eTXB<OJ1R@zCz{f5We>x?~wxRrDbWj`(>l=pe49;hdXt#Ypo
z5>2MPGn!x=nc#6Os)KO$W55eo23w{3VCb7G3Yo^GGTvJ;UZmv0hwDc;pQ)b7?fb*F
zjjxAqRnXAZ8B=k|w)`ukX)r-JcD&?mZk*d0YGU&>V1Rn8btVoOc5ol&nq&?=`DA<f
zpHMQu&wy2bLx$m(bLOhRg#!91GPuBa_KI#VVSWAYQKi}jj!BH9u7N*#oo>%_44W<1
z3G=9=Xq3Hvb|9IJU%FFvrFRqY{tu0!*ja^-x9;~tNU|p8iJBWBc5{O3dZuw?-xd-9
zk^E*IB#D~t5BIMJaK3{Q64+eV1lI0l1AJ{HDOM6%???evq5}LP(3CUV24|RCosi)v
ze_)m@u%|Y6B?*v7ZPSIMbysiap6~DVz~%4CDGWYn0v?pf`=Y2PXiZBR5%pal1Jj5N
zu`hJf+rK~8YvW)vw4)SuMIU<|SgjG#NJt(lh1+x{iFhuWQ1WS_VDUA@@_6ya2deAV
zj>PCx8NcKGv*f}&TYgtocc=!wE5GKb`!20<e03|cZSL7zD%hzf>!BT)D~}B7QOa;|
zL|XA?d{#J;F}lP`+0an=a}dlf8@>}IFEob?8f2U19A_D*T*p(&XOFBd8=BcclM*;G
zz-Em#5RQ?aEC2B!V^_!Q+!z!rMMhFDxV@pu19MDJmkxIuLE#ObX0$ysY!!_dbe7h6
z1x<kzeAAaCe39>f&x6s<BGL=TZC^p{H|sDe{rKrNZlUTZT5cP+DXqtZ-*z?kR3|ZJ
z6g#F^^KMSq{u*E7ZPMU;>y_>Ko7PnZ@2LtEKX8mnP`<KV$}5C?t?lly(=%zssM1l%
zA$XsF5W>q&b{rq=wJ;>yCwt~|jDdb5nAhinyf`2|vUYUEqLR{mME~=pU4-0Gsk5UC
zE$i<L1kv1({sZ3||5xT;W&NB~Yl`I`r$bhWw)wD=%8Dl0uU_-l#j8@tIJ@53NM$&!
z!$b(kzqK}~JcDy|<wPoIKzgJSmmwcmw(D=8;Mbt-i*n|a6|+bR8`fKZnVEGGfuhR=
zyyj+y1zenJZWq%sq9_FuMLSby#nn+@4vPdz9f&^?3~jTA;J8bi+qCnI)nb|m@IZ-~
z)UUN6GO>LR4ydlrWfqJa_28kEdlv0xb?Hg!E}0pA1kQ*w9+pEBy&w97NdKxB7chj$
zhrx}=Xa&9=Obp+1;882|L^|cWdCA;WI`kNS2C~=q_q?0Q(IN;{+Dln;lsGf6#z1AE
zG^3?cSEP#bb9PXWL$p-US=d_A(0Hs0d)-nJY(y{?^UEPOq8+bBbQiful8fksUAjZs
z;XrI=u=D|?QYRzxaR<2)<wNJa6s^3NEoSEi*ai~_r2O@>9EeK}7-$WN?&Bf%aCrH9
zfo6bMuhLH)u`6sk==9KSoUvFVm1F&xeq*)kXUMJD)|Gw@(U$oIku8ue+j40ncoDa4
ztCwISd`Xl(6IW2O)Y{hzx5czGHh$9U@`F1xEO1P*BgFREKEak}E5T1)S-tqVBOPFA
z7DXj1j&$6y>LUI$Wcd33pIgP3yv$P7+~m(UOn^fe0gtrHZRNNQD2X9?j&VaFd8=Su
z7@Y$N3Q^qPYQf=jQkfRA!jniA8r7Dqyx+=Fc*8;z2;hs-SM{<eO{!k(WtIJLlI+c%
zbRzg$X^Skh)YnN%S>iPKg83OJ<}WKvzv0Y4>7uz4=8UvmJcoQ{(pTD+^|Rz!sSOCB
z>x?;l_3Lvz7%3kLBsEg_>1gk*OqPG}ex<7MNuiff?7SDg6njuI>tpSlDA8=Xq{P!m
zqyfI>hdRmF>wEo(56ROukHX)(wL@UN%LTHJ-P~g%?%s2#aAaAS0#oWLIqbs-tFC&%
zk-COlmdTU_-OvOoS>EA7byCjBEUx%OgG^ic!u$s+Qe~+1lZSeAkBu#8{yq&Feag%m
zV;Jw9K7258P$qk$=*@<#+e3rlFP!|vb&_Eo#0OtklO*apJ5@9)zoA8A&tV96--qAb
zK=^l2Yqb&D{n|+&{#M|GbgmEPKfQ*1fti+H%hPCTav#NDZ0^5VJp6Q^I#Vl4ri2n=
zLyYkTxj!73m}pBD7jlU_7T_OnF@*z~oe*gd8(+VzBy<+P)wt!i>=b?W%N;FGMD~!%
z4)NU{=V%8v;q4AqGV~t}c_Y%cH1#}rH2OPpF>T2NV6c28$TRx@c}z3<>b-lGWS$%K
zZ&>m~FZ3}#M<_}@d_|r^tgojHc8SUvZ+xw@06K$nIfE2%g}T}NoVVpjYz0Fm_irV0
zW_@9-RT>}aA@0)Iix1+GdZ%2w$@35hzi)fOxVIn*kS!gJ#D)`5`~}(H*S==N0A2b|
zKT<i`AavsF5un{9vJ#p;GN-rB7sIYFH9ErI!{y%>)Bm`;|9~?aKYMP&6j*fDRI>j$
zN{Y7qfW3E<HLCOph3sug*DwXD?q1oCcu$ATeEX&|bSxN>H#9+F>RMtE4KA@aKX{*P
z8fs5B!1n{KM>&gM{g1-di7_zcAu{&zCUB8&Tp;Iuh(#NG5P<rI1!Ymti9bu~5YbeM
z!@9`p)*W+dI@&UhSf3x~7oqNV?W6nD4XbBWBv*WSYI9%MQDW-1Z;T{eo|KHW)-_#2
zqGe(Z$D=u76VP~4@Vg)6)V+t`>u^0+ib%F5fxylfkvxo|>DZJJ*bjW^eW{ID=qViD
z?sgtwNZ+g1&2D#dI;<V_#O(|)WHf;*fB29_x>lr&^#&`JOR;Z6vCQ&J_}XO`l<0qk
zs_061@IjEVPhK)qmoNtl*5>R3*z*2Op@G=#T2_j;WFi8|4`mt#xAFYj`!DQjsO#5#
zAk4?@2_1%(&Xngb`Zqhbvq(#t4<>Hu3=&T}#?&^9zr3<Q4D+-iUby-<XQ#aqXW_k`
z4g|JnCr|<db(>^QnOfyb8fbn=Db;xJz%veza5my3Ds}219b72Gf%sv&<cnaFW17T)
zP??dStF88v^trD{s&I}v+sTpO!<%jU+{ib}t1mlgNE6)=&JMcON|eY#Z7wyFuHcD2
zFXx?o-ryTVN2_xa5eXAkYbh(=A2t0*pc3P3OJ8L*7-(mjryE1!4O#{GMmzqr6|$~2
zmFQ+xJh#UVI>G^%UzApJfeez`z33p)&}5H?>#_wUjso;sq_iVorI56zw1>7bX3*b4
zX(n7M>tkJ|ymp~(P=Z7Heh=D2g9H{eQ3$PcQLzEt$h6Q4%L@Jp_$oo#jliKg<nm%F
z*%UA!$Bhn~&>vE0i<Yed`u#e>d^^l89w&hqlsLnQN2B_Pa2k$E4$CVlD4li{HE#|$
zft<jiANYSl-Q(blTFDC~RN}=YUNSfclA-G{8z!2V`Ec=v`xjm6_jZ-q@yO(n^-H8m
z#K61<)1;%~-qd1?N$rWxxmfGd-@*xf*$=(x&A#Xm%JKh1Q1Dt=(2m6rZkvm>7(^M}
z>wv<UL{9}$t+qwx;@jR*MA8JzkVKQ?+mWF)DBeZs+S|q|ALtkM{`wEWm&odnvG_Jf
zf{T@u!PmoDmsO%|xX7HdDd()e5BHW5OUcrqrS)_UjtAcIc)&+$v@iB=CF`vy$P=$q
zHyIjooJCs{s5Cx4HQ-JE_I!@}5q6El0OmWCW|hRvsNiD^!W`ZU8ZqrjBTcuq6T_tc
z?46RSIFAD&AmfqOR5tW};%;tB1W%n_RmFTjy%I4aJDpFaDfHS7j+dztzeL)O0-yt#
z`la6xpN(djj*})3Q&{+3O~G#QC5<j`G+`)B;ED9Xi$GIsuRPjjQP%;{5@&y_x|F1)
zhM-qJQx+UkH!4Xd9+!v8&}75CTz9vyW7F`S&C}%V<vv*FyAcV_KQjTmJErAe5TlwJ
zwb5_Ck6yFGVAGM<SZT=U+YPc_NQJH%-ZT4*p~d-dM#ZhxrH#+NhtjI68ieYyi29x9
z`f>?Sp2~&hit|>kto*@N6wh9jjc*!M?_4Xh(4nTWf3p%rwFh>4JTRp0rP=n9vk8A>
z<7Yy-)>{`qjsV{?KlnNOGA%M-BJ7!GSr?F1WD4=}QOPE*3)S)Q99$M_H9vo7=bks)
zW+y+vX2@NruF$QV6SKk|>JkW8eJGlQ8uf_X#S`5dPfacpyD+tUDt|xKgllUVoYFlo
zNZ2c1CK9Fe^zRCd&siGr+CB0dE;aMakT~6WTOo&jVtAXGH6h@S1igAReNk~<b8gRp
zwBp4GXNR`w9Ef{|ZY<w{-g9RVz!l-OI7YO~G$$`plgX+0<*jobf0>$ebyT9uC=na?
zhm12Nupoi7(kT^`Ok7e@0hLaNW8&`L)WWexhDml+D+DviI7X&92SsT8K3=ZSc6rjz
zSWz38D9I6;fxm@5B-K#EHXRli`x|K+{^n7ELw!Lpu$S#QUF;sFtV_73j$0z4xZmLI
zI%z~55G9N!K9}G|e;-Bn>Ei4Z5jY;g|NJYbHfCsC-3Ck_%L?EQB_@2S>0`oa%&^_I
zi66KXD%I9+-WeP~&gA#jl%Px^QyVvIT@z^v{~AVJn2H}LuNCR77LsZPo$CF0^40I1
zkF#6ctNFtsEH*XvlwXsCEfWbjS2`w-z?xHNCgdJgzYHYfwA7*&Djg!2s6r|>SLWVw
z+1lY~XO0Js=4_4(7rxWJFZw3Vs6Pk}&^awT5lG~ScwbOL$3}xB#|14&9qsjV(*-&f
z><F<`)(aOCMS(C43M_@c^0+S(^b}wfT?57AmH!yD9k?s{THaFZKiHHr*{~=h@fD#4
z9sw6|qNX(Q?TVIf=rr38^n?DbD-qX$KW=rezOm|G1ei2#?W*PPY?+#xEZ{6_OAmLq
z3iw3s!b7sFm&tfdaZ6uAfu*VxsOdBbG9njOc?a>)wx&O0SYeBz3q-C)Z*o++gmV2z
z(x(Q3&sz;X_``*Y3tF2B<frOl;I1qzzwD{bOR($Jxd>70vh_4wSQFnsfto5<*zPtx
z8u)DMf(aik>)Q-dFT%^wwNRuR`if>7M7rhJ9R<<w6M093>IPArqR*5YrpVLnK`nqA
z`&DWFP#pnkh@mYzljUsZ$`I0~z3{MPwA*$s-S%Ge7qctNnEKqm|8e@tD{|t0kq5V=
zXgxG4V>xF!YRj6s!y46GYNMFeC<IT?>tzgBxBCCKt~pjSYk~A#$F~iLn4J{E9Ht+)
zd0CH@m7IdBym9~FT#cHvYQ>qPM?NQnp0En8edN}l8g0vS*$tTZ;i&UFZAR|2LCU9g
zcvo>|N_MJ;l`QXupd)J*Xh6r>K<uo&A**;q+5C0|hOAqfo&`xo_36@KwAX)7ts;%m
z-_Or`q%vSSna>&<mJ~I9-r9EvP#T&dc_H<;)mRoOBYLAaC({p=TGhs$WNT3Gn~%Kh
z4d9Wkp}aKyT&NMAJ?*rKcv9MJqC$V=SBP-}(p{J`l;&?M{Fit^B)(%e8xLy^zkJ0d
zjnSA=u?JUj2fylHZMTCcBz-CT>AGSDsYU><EIV>gFwe9<a|0JegVl|49<b_#anXT)
zc+Q2Oq)};hPq9hf6h#*!J2h|XMXLf==06ff1}MSDv}tzNms;CIsqZ-LJMXLSFWcBL
z$;xZ3DxPu#!g)jZ^o6RUeuTKrU87Fd=;EY<Lv;mD{|Ry3S9+5I{XA_ZV4V)H0;^~q
z)pD)k+PtFA$71!Jx&=ro2uW8|@VeTT&i4c7v0H6aO7%-XZQ>r_GL)9XPVnE#wS)>(
z?r_XQA7{foQ4~YGlW!WR=pqeIO}S(!3Zi=9@5}aw8BFzPIo!H$D)v-id49-|{UKi=
zV6@hV>{?gje5U8Z_xpYcjY?!wO{meqB+E+WfBB}x50ykrRXV(-u{Oh#xh~o6mtuAM
z#>0#Xr8?<RdH`z$cb8CPQmO1;tFbG;{Wo9<5ae>0K)V-`1|V%@o|vQZWQDasrrt-(
z@1<tlW53h8=qn)OF2_@4p4q$&zzz@je^Y~<e?;p5$(&&C%)BT~t7Dvi8R#XNl1b@^
zpQOA);rst??rZ1>6#25PNc@>GFzCV@9x>L5CCV2BB>2av(!AK^bfEsd{v$cJ^*D@i
zj#-7#-7MTw$^O^Fg4Hjr7UZg>y_amc<liE)kOJO81Hg`iH1{VBHA5F!P{4o$6w<-g
zWcrdC%ei@{GxN~yEJ>prvPUF2zuqvzoVLs~uhqt4!;-2>@y$Fq5^g=+eeOQ>h91K`
zGH;xJyD-Nv7u4aW?K^Ny`0KPe_O-h4HJ9E_m-Ibz9o6SPfpn5?qDV5{v<9e|I?Ji|
z)Kut6Xty4-_UpnD5dGomW;JSj<9*NtglZN>v**DuqdXr3_|EfPxbEVW>&2(@&e)w8
z`_35iFi+tdzc}P->=KTfhKZ#(`O?R;nFzDqzWc*&vFTAMdm>HvD#KVothfW|crSNF
zw7G^&HE275AOH5ov4dU{fhobQ_faPF?wnzX7UsH}zVp`?JunJ}Vd@;rl`~BWV!FNx
z+vF>aD9s(v$&~PUPx_4XN9^KzQ=D35*6DZeMiRy61fy)9S{^=9MUMZ{k}qT(wHt4~
zbd4<06Z)f0FA!OG7{L(6^itdw@hE2L2;1<d^;q9>pp}nMx_>OXGN*zlXjOBr5GP(R
z%oSwz5dBv7Za|Hb*sQ#v@~E5vE~jr!QI{(n)8A>7qPZ2$nv)y23&D^>d_3~QbrdmY
z?WsJ;!mKLHXqfW-AiQbwG;|p!HwQV0n<cRj++D%1-s4k|QZ4x>zkw`T<<a&{!fS0C
zBNG<<)V9hzjdH<JrG#A7DeLl`vNN7p0O}y8GI;%n5Baj%lh{y+oy=o?DxV6p>B)Oa
zcw=&p%6I#`sbS|5C~=a-CE&%Jjb>{^?@f}x=i3vzZpB@nASjM6V15VSvK~wK%-Bk*
z3%>?CP+t;*2$pVpW&^Jq1!mpodpSySX;C$}$>~py5<XuK2jo8t$!`yvT>I_oA@3tY
zt`Z0nPo+b=a^j9(DWV4xm2nOdfr$<Ju_t)I5Ovp0;c>Q1L(O<W-)ocS%0O(IgJuji
zhv?kPi;2Y2?+I?y6%<yHGKsrF+8r+!&hIT8dECOf-B~`^=OdQWtT4q1__D9iPcLM4
z1WQ5mGP6#zSo+)2*22?pQmFI7;V}a-m)!3UQnM`;^)W5bZSFfUK7050j7S2aZY)|g
z=HnS_%ZyhJCpVTGp4T0Zub`aexs=WrvnV7SpbtjXdkeP~9V!Kp)>#Z}#D(aEnmMn#
z>y)sWNR>v7MXd|19t!bVc^Za#2SVkU;+dU$Is#^`Wp#fH3uF>$om{cw6E%i;a8q|H
zP`7=3&ks6PPl)j?2HtTLxEx2V(>r7!go%<kmrQ%3;Kx4R=pDhhho;D*RjwlK-^oGl
zq2*B()f&|qX=|4n_<N`q5cd<93}jQWs$}N12k$n<+4#PZFqCIqkiuht6zc2LWjIo`
zlkU4L#0USoga+00fEIwg59({p%&<y=pBxZr!<Ts?lz7N|hU*MK{M7dqzn`yeLzxoL
zbYZHqc;QuXv13U70ZbV=B@0*hF!Zrzs3;gwRmW(c#A~NQ`+u*nsi2I_&4?VTlWlY)
z`F(W<Sf+BFB(JBdoH<QFqAkA?*pjDbi=WK=yK{L1#Z2J2`J=A|;MI7b(BC8w=b=d~
zvpksb4l>H(qyU-58a^AZo*2aQ(L>+yW4&^)sV2LpK==q;jrjAecpSjgih979UKuU6
z;9L22hKv|~ILFT_=aj}0UzD`;O(MH9%TN{!sdA1pE+c~FyBwJaTAB1|5oVuF36?h0
zZ+<-ZC#c~%LUpk#nOx#KnmiXa9DTjNCTOfcYEu~Ue_>YBZjVbV>XAMX3_C#An*N~S
zB19iD3NW&v&=?+@->1z3y0bjKae}he-JefKTH&r-;E(%wa5b^3H8CFGq|1dI{fxND
z8#l=&+05%Km?=gZ_W>EuxWweZoU{!`tokEDyzyjo3vnnv4bgiqQF<@Hc?+aNM|ban
zz7y(xp@Z3V0Ug!lP_40`*;rVP`5wb3PAgz4qTK|-Xyw*uzFURRWTInm%(s2*a@{?a
z5Hq2v5)eaMr3SAFi-bWED3?IwThfixb^`LKv^dT?+{=(4Tj|wDpOL|b@%mf)slQF1
z@O+L2?sp&BH{R*G9FiL1MoOaGM81t3-ctKHn^*qJUVW3>C#2SAwh3=X9QG^HIwFDZ
zkFzm%AlR~YP2snz%PUJ2-t#~{Bd);<R7!i&$6Brils{~%K_<I4n<m>Q#W{lmjeIht
zaa1rLF$|*J)=OX6^Cw)AUQ)uCWl%QN0@Pn7RUJQBK@oBg@l8~U^5#8Ay~<nOPmGd9
zl@xU^!Q9wSk{l|C^i;MWZa<ZJ&n=FBxVl0Dknmu{>o@vFc*k8A^`c=ShL8cF!se3i
zYFTBNCbRkh5OiyDnVC9TthyC}-44i7>qvEvPtw~3Gyc3n=*vat*z-S(K6TAL;qF+_
zDW?27F7=WN5DP#aq~p6f1>60G+OQ`7)-sg++bkjeu`(%*F~1}ylgX)T*r-p-tQz0T
zeHLTCsQb@5{fmoEC<+`%xk2l-jS_kz_qg5})g^78YZP+U8^KOU=4}}B9<~8~$>P@}
z3sJHsjqaMR1aS7MYxih|1&E*AT>)`kf#Kvvu7db{2qVoEue~S*-WRaks#acNCB^C9
z!n=JHESOY@EH4>H>IQb^f~V8WT<UExUFe<;7cLWar9@hCRgBY5EoR4iKe*S`HR=oT
zZe5FpF|UtzfT6E(hQ#*Cfeo-t<Z3+1_QS!V=6e<xO*KA$3qvverKHzDe@T;4hjiCg
zWbYyQNfn%Nb)zgnf(=O$z)k?9p$me>!6eSZ;;|UAS(i?-J9xI+39t8*MOKwXx1wO&
zYxW+{-xAKHIy1K<IU>rT1a=+{v{sj2m)@reiFN-*+H{OJLdqTk%dv}LF+rTWM=8W>
zcW{gEtcYAupVK1j?#}*JYrD)%10Fife;C&RFg<X>rJV2%^VrVXplNu#>8Bx*JuaPP
znMz8vAg5PABpf{2iQKX%Ww*7+@qm$>P=Hr%>rOHJ4^LTaCmFBEH(rnAFpR$bl%|Ud
zg<Wj9v16npyAUC3aO;#^*Pm1ri`UcJf&;+M>85#1&J$}Vdj^J0Zj6vV9-dz6rw)wS
zt4mkCECFj}Qzehw1ioM>r`|u0(ei$(QXbXznsa|)j6OW{q1e2s#P2yyP|)59)bHm_
zM0g3AOVGSc-1=qO%UTl+WM#K~@u}81oLQ6Dw&~uWvliG-9p7A)!%I97>l3*MVQoWa
zsiPh~^Ca@BNG7=Sn_<b+jYVFwNKq72Ipg4r&a#yu-Re2rDAOQ3C93OuBsa&ny4+5Y
z2wXwt!7>HLA<S+6KuOjm5l2aQh&>FZ5ppDD2oFHn!sgBaVFX<j#Xch_QBk9@Yz}d=
zyelgj_K8P3XwHaj5O6TQt7<R*88ytv5NF95LCuXX#`xplC53*PV^Ug>ua!G$9D3+E
zEl#(XnBgE!zq7wUoLyie++ZUce(+h$rm+B4K&ih^$o`0+;JB!M=51;X@FUpGd|*$^
zN?My8^Tx@u@W;w?8!u%P2d4F(tsa?6#6fFtB({4chLkOAztIX|4II;i&PiTx^#TR&
zDiSpx@sE|4vxiAb5EYbN?GERTZcMr=x=rHzEDAc+4uv#dd#G9c0kH394NrzpXOsQ&
z+<u9&4C;X(0@6j9U3zW!5`ujOpXFV)sdQCD#4uRm04c7k`*t56YpYEY5@NF{pWDEl
zxJ!Uxa%JXeIfU+QN`L4KQjjFqhq{@GqQcg7T$p$cVzf<bLF(-aU`A`hkNG2DZuWQ+
zenDkawo?or<cB(xu)g1V1W3e-a^<3`zJctb7W_A@!VixLTPq$8gtawmSUUCnyq_U2
zc@-galBAzK35Ol#q+`FAvzLXKH;wEOyRi3|Z5j?Mi8Z$ngAyOpQ#M2=ztnKGhTGEJ
z4mZ8D|0bFKl$(|N0zZ_7dt9x(c(?EGKMKg9GDO4GBOKf|$!;j_8eGr4E&K`JY05^>
zZ1c0oiK7WuF^dM^K)26ET<&^9Zu7pmJjsr@M>_BG`8LpX$8lR*3+_DZYiBQsD)fHb
zV>jG0HM0zuXOYvhadbsrjY3mW6VZnNnndu|r|I=uYpJhFX7PC4mE<)`TZ(5G#V1dT
z3gds0$NlWx2q@J4FM&28vTD*CIY2FjL~q@vy9J2Rf_7kYRY8Qsej#Bp&(F-zbYAn~
zFPFxo0={h5ETH!u?Les*DOuHf|4SzqX?FF3V^49*7&&*cctWs5l>;{m-%+t$m$I>z
z1JHRgMx#je6?db==|5tV7gi3urMUugAv7uVzN|8Et%jYBar}VucPGF(Oay{(+Pa;#
zYj@n>X8u~MgUGsVlZmSTIQ|}4YfP#UY2p-cnD}x5`S3?$V#k~YDmRz46vLERH3tm4
zU-hFk+uQ3whFpwnb(~%-i8CncJM0Z662^-hWI*)!XS6W<oBf=7<X7bgpAEG@6~g<i
z-X8cigp6Ajdg9=cIuQ<y^ZJ^W%MbMFYWR+UZgQ?}ArRGbW>QxBw`r8R;DQ@?Z6oNK
z?Gs4EqwMC>r~aBx`c2Y_1@9OcOLX!g)KETdvjYs?wL*=ySgU8HQ|Z+sn$l&t!97OT
zn>E(Dz^7uM;PbP)n3dhpze>c3=Zjl_l8w{qrnRZVFyS2W3Sc*We2(z+VA!|V^m~(i
zTRg0ip+6-V75$6TDi_O!wSnvd!JjSBD^%sgTSYoh(v)gLP_s0<B}lU3CRBJSZsp0h
z=DsboWH_s)QthzDxOsX<Ll6k7&7DS91-PfbGfth@T&Fv6pn-h7-Du4Yk7-Z&J2)+1
zp#!q;RrK0n_82Tq06dC$6;(1fwf(ec%86xCw8p#T{`CNQG$FnfwzmB{5FDdTii<6C
zr@%6}2!~jEei426AwClJSko&p2sfD!Rt<<w1WVJ5!%0d_v~r8aZkO5;l>A=Y;Kahl
zEFtDqa~qEFwhZTvG}^-qV96Q^m=LYjg_`9Sow{H!bee;4uH#IoU<3VYHN-d=R|GFp
zUjgjmF^+%t8N)L^@yRsgobI~^+fKjks#+Y~jTVBKf8cnBTE<Oqk<1WiNZ@}Dy=*?B
zTt8@Ei7F=HiJ9+>Z)_`EP;gM@DpNWL0nw8VyJ}%930P#7dJ;5LiQ-z!GTMmkrX)Y5
zH!{YGKBLUWkWl3*s-1=?|FalYINW|m<g`}ujbGHPWPj&2&*xiApvDk>cy*{7#|`Ko
z%x4bXf7ZwBB&6Ym^!OPFhZbcGWbKkcUwBTXos0dO%RGS(k^9Iqiy$ba1+(1}3m`*)
zeF`%v`vx4d#ub2Zw4J9q8Q7kz71{b59vhgW)b%(10YfKm&D5qTLL@|vnAX<-EsR#v
z)3h*E3x`QI4zR=%qUn<#BYf!;)E*e)r`C4FATPfS#3=R~lSdPZYO3E@_Njc9nC#{t
z)jXDC<l@l&-i0M7DzjNN($$vh#t?EZ9mQTT*-`Kl_|iXCXYKZb;5&5`*!U%TV`W<z
zz2RVti(Xq;q!Yem0kO<yKy4_r2{TrqIP0)S)gqY$&Wvzl1{qkGdxw2cYK-4|ITx?I
zifA2HIX;?8HOI@S;Rr)=l$E=Wr=A)sH0$8PCaNuaithaIO-Nyh1TwLX79+vAAvTLw
zOBYBAUjJ?wBNErgGM1kH{{of_Y4aD!spvsY{w6Gh<{)nH{Fccq6g217@FTj)kPzd(
zj+CCBZY4@9c_%oBNJG_5(7y~KS!GoRB;J>VZu;|<ZaPFf!l~8187T*~{-!uFk4i@K
z$gE^*CBmL|WCqn$=h{LYz`QoCqWmJuXwVgo+dE^2Z|Y5DgxvKxB^AP5UD8}A#iDlo
zh)RJhvg^H{&4;!EUov$&vGVQk!*ps<L~%LZnztcP8C)6wFyzW2E0f|^6F|-h5E3%G
zCQdF4=t=w$=svdkjf~^o*GoTYw8rFMacRjxMt=cMMx`h)|I$_#=PbtZc`#U+PNK4V
z7$jm|&{`7{uxqj>%?vMzdV4jExlJgf7%HTIrw7@EmP>MGYNiM6?US)8z_yGShBi`;
zXHK6*L-EpiW_PJnIFr|V7<x*wqS<DR`YG$eREB9G<bcfv{ubc)S`c2399@@jR~^2q
zb-PmIjrSz}4WDnfCz}rcf(i{C*c`!>I+C^y3eovhU|AzL4qf8goo`zq-R3(LKT$22
zRjjOnQ1Go3UI+g)F!&)3|B9Nk0ng>p2{lfnpPy1X;PB8|hU0j-d+aF6v&@EU|5-O6
z!!*47C`ABSD&Yjbpx~k)ppz@`b4krSPQ#L?=-)R-?=gnFh840yYbhvFDSi*{gn+P4
z_4pASglG*v-G`}09Xvn(Am%q6PMruK*_792Cs!^%oj6Elt}GVNhQG}$kYyh<WIRdQ
zsdrYTk9Y=>kTN{yKI9n?7GhO}FWPE5{K;X0ElW2@zE!^hT)CLe+gfA)=x=~q$AvJn
z$Koc6Ga_`IbG}x;OL>|g4ATF@REgPLkr(tzdcaGvMgA+nkptp%_Xq4)Nz4;#yF*E}
z@NpZrvD88r4p;9}%7`0j-QmJs6>~i}5+8j4;7<FM6Hz7=A@GPF`(n~5D#Ci#swziP
znaQMq*yo%_zFfT{pR|)UB+7hJ`~*{1UPQAxBpd@z_mC<pKs_RV&!P!q9JnV+AuE_g
z&(dbn_ORVka?nx$A#dU+@hOyRu}r#|qPRqZ8{93=n|+s<jUFjKOQw*%li1KaP#rsn
zr}&f2?8zhQ_HZD!QYYFFA{R+B<=sWvc~ESTCBrLBOI(Uwo&=&>-f4FwGR=ovi*4WV
zOUyfX`y!)8;X|=koaxAeC!kv>IcC{uNgM=`W9+!0M6%T+7*r*58qFElXY3e!ZG=|u
zP!e<}Ok0`OYh4`^ppB^)DWU)3JTR2Vuq@joh4{6<ClZ5O7>T(Wu~Pt*_mWa?@ro6p
zJb3c0Zi<VVBzIEGyqD4eOK43cRhSg9532Zc-l(h)Dwldrky$#^r<0mNQB3fUuPToD
znt1`?V&QO%0KqURnMX~p8mGtDM6;&HXVQ4vqei<o8P<{nuI4UnqTT)0Ze?Wap^nzs
zFKviH(&+{^;Z_8>31j(UBtxJu(F-Q_=cc1!$@UFaS=)auedMzFKiC{rJoJpJ0;5wM
zDaf^Qg;!-@t{LuQ<Qyo@CsOH%3p2|<1PPAV*g%!l+}>P(z>n>=pT@}CH$CvJHK)jB
zn=m}Pd#Q;Jjmn89`^k!w)M)eQtR2}rN3{_WzGgM;L?E?Gd?1d0Ym74pub19H?}~+;
z*XT(&3ZyFD<m4gGdD0H#98mpr>+!)NeY=E-<uSMH>#TUmMA#F3gsZm(EhRr>ck%%E
zH592}`fK@-15hp}L*0dV{9=j@xyD56HNPcM_$SMK7XzkG4w7c(v|qREf9i(s#|W?r
zlvPvJH3gNC^8o7XQDhw_@5T#De^XrL;SR+@IJNb>q)pm8xnr6C(6)=Q_{q0A$Y~p^
zE<o7j9wDG4h%L^%dNTm$qsdT(3D+3xq)%oTn^lr*qT|gG^CpE>mex=%tFr7(81y;q
zKiJqbr`B0oH8ophho8OOpf6V1oruTibm~9fM%eg!`@R89c{h1}&r0(7OY?`B#Da$_
zc?oW%X^(U%AQ6&v&J5t6DkPtY4F-uUwH$Z>!$ByAl@G?YGrbzFVI=i`-~p6`TRJQ&
zUMz2+M5+B$VCKo3U4S?}r{KXmWQ+G$C8>GOUE)ET%e$2J%6i7+V`Xm=Y${BqC9a1<
zQu1Ak324g<<JnfDb8mHxCY5w4k#YFEx=9m8NQ^Ijd1FN{f<MGT3G+3xDp(n-^cLYb
zUKvnuma%-8+-Q_z=kvS2cf)2~?EYxVb+fTBEgEw`K+5CXS7&pjfsXn~>SJ13+S-6`
z+aKnvJa8PZsU>Bf6aFtz10gZ^;Xw&%GSNM~ti>WhVDvI$h6<iLDTL@|>EG2Pc!hBz
zGN8WegFSK80U(N(F=0KkYLXI~Ymv3W5&lf=K@46ODkP+Md7&T>G1tOa@*-gHI}cLN
z`-<b%-f2K*mzI2@%WriUrB|98!jbC72{KytWgn9G3bUH8KSUGkRZp~2ku2b}83ec{
z#aOcj*f3n1CSCj{Clep}sg_U^JBL%-D?TEPRKW=|kJx#O9HiS^3fPxppOS>?SzP#4
z0v`uS2y0-VP&TGV^v60q_a!7j0?rQW1pg&++XP9EMVd<xry?9HjR=@Wm})=iy)C#e
zx7KGp%k#jx(IKSaZonVY+0U)oyl%{t7QlrP4p4R!tAQKmh2)lz|2Pe6eXRHLOwrj2
zG#{GYT1;3o89!CjdOfBluU~tn$0cWAkP*oUtlD&25FGoq;5qem2BwhQ6YIYDRlH^g
zBrQ7JnO8^V@`mt&$^{)|Z1M`X+O~vP^9^CAvPRk4!}74wY|CXE>E_vZmQ64kB=SY%
z6y)gv@$;~Om4@ojs0`{PUCb%w>acU`g5mOy+HB4LLiB4k&G(CCbg^jqM048e0+Wfa
zj*PwzLyzmIT(8qki;BSQFU)c@|39DWP38(!H-fxD3yd%H1ks?>Y@KV!_SBEff9oG|
z2%IH`A{6FP)VMZE($|KLe~C|t@A}ePhNl(o!Phef2^J1U6|6*3tHPFZ`G^AvRySfH
zIqjB>8{;Zt=xlsahoDqR+8|H7JJ$Hd!V{CdF`ZSyz}~BV7R^pivHJnQQ-tFXJ<)8S
zLMm7X;`);SVHUJSpf4^(sy!C0wcGG<CvFi|JBa5QM2p?So+zM@+Uv%1WN;fROucbn
zP~alZZTVcHTBB%?C&pNm03plUm*$Vik&`#Om7o?(8^&<8(UjGf%cS$Hi=AC_Bmk#~
zPfS5Ncsb&ZY9{3GAl6zqX3KX;6lAq_Jlc>zFYMp|A`65u3`%vL0#lW1SqyE|;~Rp7
z8=>)}3M&3|@}U_bk1}1|!F6=N9o2A|BvaP5HM#3@k6q_bcL)`8^@M1`R4A-@Xsh@n
z`b>&JJp;TJDhFfzmy`)TJFOQ{Dw&ezgeVfbSpc^z|4n?1Bsr3T_Ls~z>81*IwI&5$
zl&Z)oX2yZlA5IxC?vpYx$J5#iv&YZG{dLRM3blF_*2@XB51>G}I7MusntcjJ9h(Rg
zpa9bvD>_V(g;A7A?_Ab+pSf5`Ba%nyVbTBx$`(cBfx$YH|Mm3yN*>}zQwky(jD5g?
zH-c;f85V(mWx6i+38;#g$V(ydxv*~cQD1d2U~%hqH%>#)XzgQ&ah2c+ug3KogssdC
z`Te7D=i2Nh(2SM-yr(7&XWj$jH8OIaN6W^N^z{G%q@|YC(jSrbZXMfbRkcmaq(rqF
zh6i{iH<}0d1B(*vH#y>Yg3t3y`~dsCGEEE<uhn3`R0PlLcG@Kj5nwmEkn8s~z6d=Z
zw^j;NoGjtP_dLd1R<EqCwY9cLstFD?9OanX>?cFyThm1se3Z@NjCihG^~bg{R#86?
z2QWZ~)#gMMEp0U|p}u#%I;fUjiPGAR*jD5L>rE-xVcwT=Yf8i#N%oIDn$p_}M;{2k
zN!}2`*pninB$g!@(M(;ei2Y$8D2!Rt^XLc1Z}I!M5E4xOv{RTPUpyu;b1e2zlvE4U
zpL@|$QuvR;BRb-a77kuqa2pUeAR>w;Pzw0Ha!3Z4T{~RUb7T^qka0GpZ%am9E6@)$
zvLh+vx}$$B-RM<lL_hW@i!ag8$vaS>nmDWonTTC;Y<YQ2NRQ7$A-sOt!eZPRB!$7I
zIYSaO$GNGAo06G?8<se!VePM%&7s<utW)FFl!j5`q}o1s&;EcB$m}C$SpfG+-gjz{
zs|nIf$J!3Lmc`}|Msri~G?iwgcc<vGwZlzQ)20!LJGA|>|3HB5@T?)f|M=c?5yAC6
zS!t0D0@{lji@~S(4%5bQH$J>Cw0<H43T19&b98cLVQmU!Ze(v_Y6>_uI3O?}Z(?c+
zJUk#TMrmwxWpW@dMr>hpWkh9TZ)9a4FHB`_XLM*WATc*JHXtudWo~D5Xfhx%Ff}kU
zG$1cbWo~D5Xfq%%ATLa1ZfA68ATcmBH#s*TK0XR_baG{3Z3=jtq_zWeX5F?e8mD4Z
zQ1KVrwr$(CZQD-8wrx~w+qPXvZvFp$d!M)Wz2~*t&TC(5qpdY(ADCnGKG#Q#FQ-V&
zZ)9s=EMjZpL`_da#{rNsw~;b8Fm`Y<w=q@{05H?g(=b636DyfJSsDN5E;O-<v4f+z
ztqsS&aDooT`c8jVg!G;Mz@=?%05Y~N00tHS104q=D+e><p9gw|e*$eCH~<2+1^^{v
z8yjOACum|pTRV3Lb5k>?zf(E80sfT@VBijrGc&g`x3dF?(E#LZt*og24KHhFYy<e~
z8~|q<BV&g@F&(TO0k$RplRr>fS92RvfQW;!F+kDQ#K~3P!T3*TLt`69V@HmE3nMBg
z1t1eOwlQ|lw*tsH8(5he{u4<Ka5Z-_`xEa^uZ-OcjqUzAC_vxF2p}sW^>0DQ{;QaO
z`qKOx;P2BL8~r2TUpNt42UBAJnVFN59S1G#UnxxfTA^_?p|LS`BL6pM#Xp(<w2_XH
z>MzUmw`Km@vixmX|F&#@TlT*!J>9>z>dy*2)j#F{_{UNIs^w3E|ErR}Aao224F7FO
zw0~+M7Pc`Gw6(VWGdf3TdOCoSxuFxlz}VE>2AcM-P)hE0#sGSNk+I1?-lg@O9L(JS
znshXDbo2nazkdIE(*DyCBU>9Q_y2;+=vx~DXhj4B#U;fl|AUwR0tpD%x&b_?>FL-Q
z0Mv{OYycK|R(b$E9X%7k``<&#>6`yQCDHwtySR;sEr9(Wl^Z$R{j++PfAAVW_BXG|
z0skIJ#@6Z2Q~_lF7Zla{)8+p;Gyn4bi;!A$%yj=}PX5`U|No-p->&}~8~^g6`78K;
z!^6Lv{+qe~<@%TB|Ad79MZEv$DDnTD+W&uP{C}+M|3=OK0}cO=l>7fuE3JsLmDS&>
z_}{3f^yeP6GWt)Vis)OLTe<%?9{&keHU8^%0FeEk0*O26|7jP$jj7eY)MM@_V(w;a
zBxmkq_@{IFR*uI1SXcgQGFE>w$k{rY|J_GwcDDc6QZh3)w6rmHbObQ{BbxD_R{wiO
zVH-nRqrV2K==5g}`VL0_TKH?*(AmM^&#m*fZ2$QF^WDV!PkqM5ZpMbtt4p?qoIw`#
zL7gwP{8+Bkhm&A}d*0qmQm*r%<S9H{uU{j($UbBE;zHnJ89grTiJ{_)kVc6N&y{*3
z><_dMgh5^9+L`ED%lA)lC%=+lf%vsC6yOGacQ~4+m(d_<Zi+>V<&U$>CX+1)Q_&h<
z0r{kh1s_I$<Y>RfpIN7O*t9ahE46fb;y5gph|O<34-O79#7xqIRUQmlWrdl{)QBUN
z%{REMid^c@ro0>;=3|f{xqmTQvU0h`vnHQhH3(lH0B@r4LNUA*!{th1|9%OX?|#$8
zE^6~{*|gP)Nf&f7@RKt2H)PLm25pl1;gz8mE7DBE?6h8JvVnu#HAs?UsKHxC{o%B(
z6iXvqU*a!8)eVDOiJPyo<mNr%1LH<Pew7A=I$&TLV^+CFY-hthQavH2afZ5s4$(jm
zMxY#13w+tRJC<5nK=4`v7<(<Q3x4YRCZwkJ)4AM~l)*YZY^83b1}nccGKO&VcVf~i
z2{!LMrp2puGL~ZTs{u7@?-8sUQ7HUyx<f~im!FC0Byb#F_XtIBYWr@E1N*BJxjdZ+
zZbw>HbWzYr1Jz-ufmswP<29n^_zy3uQ>YQiIB$1S!5yj^8CyiLUrR1ygh+~ZTr#J#
zjbb^KJvP-`OpwkjZwwosV}gFVKuWsXRESR|s36A69>{biR$4XDJ)0-NEkHp1Gi$Ig
zvQY}B_3@g^jLx=A_eOSC-K)rny|!1%Sb5$;dP0HI?e{*3j$4#x26y-6_OEj=<8bI3
zSxQ7o`>6H}_)>y+^%GK|ZQ-~ed>Dg#E)s~Gxha#E-#gwC>s5_^PZZfN-IRPub7>IA
z6M+R{5L;~cle`?w7T0U5yU=+`2I}G?#5?yr`d@r3ECLN~iJh={i5X{saNfgYx^C3@
zF`pCT=%tmzMGddJoeI`!DJ9>_0|%aJp1hrK%Tmyi1!`3HM9A}@dc;NUW_z|NqNKS2
zQQBmHT=hnP$95(S5hnchV0{LYd$>Lu0^LGgqC+=uLTSO92>JO?{@V$opLXU%AQ8Jk
ztuQ)t8m#2mW7xu+7xKjNR}pn`y(&NNav5Gpk&TWv-1DBZBvPEUYS+Q9L?gW>%1TwD
zP#a8LYYl75SQ;s|)8Z7Ip`JlJR3@zTcEQvmXDL&eOP^R@G>{`DWc2Iit9f#K47;gG
z@7=u^NTw(#Z;F7%WV^1@1Z8J3S6ET9z9;V&!3n%E5V1qq68){BUMK!18w`$R+1X}z
z@v}!@=q9Q$IOW)8x$uQmGM9L>Z+q7hK4Ta9vI2xpK%8Sv-#$OkQ$B;qB<Y=gh?9bB
zq3x=V30auK?4=DrSCp+4pU-UYd__PbXx9rAtL^pf*>-6WiPn?%lruyr4QRsMzIeMN
z{(Qz&LO6w}y_7u=h~m1+_=W48fP&9<9OQE?f(EuBAsZa5|1lx$k@{gE(Ri9N(bV*d
zFzIR4?FEz1-;@HqCr-y+{ILasx<7+C;P^0MtABlwr-hJgR*B0YCV|Mw!tWOa4KsR$
zza-q=8sXqlMJKZ3X>`j-ZCjSW(sO#Q1_iD3&+wN}l4U&8&B30IV@jd<)oXda>$Z<k
zY#_D$pSk`i&88$lJ-6S~g*kj-Q0VnfgW{sixWtJh)lKRn_vRSNYTXtyJipiqq@}l)
z@|HGs2;dHjL|#?49ye(uPRyR{UC<e;uSLR<4QoM!^Z39{w!4}0nKB6za(3VqqsM<2
zYwoxHa$jqZ%ua76cPHx;Sh~LvT7;P6QsMAWXylm&D70~i3e@+F=%mYT&X8yGbafFF
zJ|(Ru4olIDNFi~eyJ{+4(6P-z)<O;MDYWc;eq(#KqksVIm%`|%-YD`n;wQlDK}Af|
z<$#m@mFdTap!~s?VJrNgAA(RpZf|%Qk_znYlRwei%~{Oix??@q)%x3mh@dr27Y-KR
zFLRIBQ8^vBt8(kujP~`yX7gv5%?FFaoN|&EW1Su2bBgiGC@gAj{&llRs%vJsKTGlX
zY#^tn!%u7=0rgtX>=<tNMbx#j+abZ8(v?dA26e>Etu=zDGhOehQto4%C@XwG{CD|Z
zehA{fVs7pri-QBE=`2Td_YFO0k7CX3u3cJvsZyVloyXt3j1Buq9`{9X3nQII{E;{;
z8tCNP`BZVbR|`w$glCz@Q-*|6fBXNMGAW#Zj3@ebYl%vjsoCfWO^@yaYTeEs4Q;y<
zaq{c(t6wED7M*cjV$Tc}zDL5Y;E~iyy$S1CDU&{)FBg(gLsM&~AZE~@9)-PLTB#Ke
z+co5C#&eBQdRtk-blt)`qAJlVFuu$X8qMI2*LNr$TIOfvXyQmksCfl{9j$WGLUC)q
zgETmc{Mp%ud|^%sh^1(t_dMw^^1jUU&4^;0>#X?-1cHfN7^`0#7x;*7s;Al+?i356
zWb@PaM9&j>^RK`MgcMZkM3&e9Et^D)O(B&dXz+=5)_S8K+&^@bp;UjzK7vWeZ9>et
zBQK4HsJ$7jcDX+sW9Nm+?+(GP)y9_<LMmSWtm;iYG847n+BbhQR)w#K3FHxkhR;*0
zR3B~E>H2=v!73nhS)C=ExlF2xD>tKm&scqdy|VIb?B3kC>#H&)tfRzqGMM?j3*Sit
zxw%MK^;v^njyk+LEX4PD(@sb3czaL$@$3bi0M440+N9TU95v%COg-a`36zd1cKG&(
zuak94IBY<2u0z~gR=fhUD!Q?NlvYtr@GlEc`w^H<7pt1{w}543rXfsCg0#gMc}(-!
zF;6u)TTTQe7ga`&8gR6`<vUgP0a{IIjieuAHO<&z-h53eWY7&2PITpRDdJ0e=+T7v
z_{c{Cp(pRIQLf;xRPIiiL-v#6&=+%)t(xKoQ$3j9?kB=S31l>mBC4b7v%c>*Ib;l2
zAl0hP&jdzS&OL71)O_%6lSwjBw4$fjEITSJZ7uogCa6YzA{lphm`%M6`>9v#JT@D=
zm#*jTvMZCT!{a<zkiIrF8k{no)Pc?UzmM@MK+x^>PhAP$GBPLi&t-VuLH1?ZoI)TQ
zjONz07Pvi&9>|{q&3d3RT^kzCVzyQ%#~O}V1YV*=f9p#DbL^i0E5ZJ-aSn|&Vc8J^
zj9JcgRIogRtRxanecEP9eb&T>pbl*HDWO1^EOXL_H5xRUHE(ipQE{~?9aFUoc@G}B
zx{pdGUVKoGJjHMJ&bgIZu9_a=k90&875cz@?~Q$ukc7$Ty6%xWaf+szz5i&KuT{;k
zSKICqQ~nmC)&QG#_E=kdsooOG0?p7TpwxcKmtU@+{5DUla2Lju&9J_4=3Ot90qSfF
z{jqQ=(vVxPg)z8XqXlD{)zaV%e-=%Bg3Ry>!v{@E*ngZK=S3QLw^eeVSp)toU99!y
zhackpK?n%Ur-BQnV}6zklx;B9>hM`^z9y05A}X!fWCJ4A734H?HD+%)Kb#Bgd*SYb
z!LOdql<>(NG&@QX`Gcu*smoIDSjRCp(H=_8(XiRb6D)peh68n`ktv@3Fx~x-!K7P#
z!f^0#RooGm;|)S3io{EiaZFQ^3`<TtV7sVFUBQPuO?Q*bE>XRpuO5>D`GyyXr2HJ)
zNQy*<5>Ka(2=&?zI&nG(?3(w+MRAaC_*s2$z_^0aBS<gZN!41Ify71Z;%=BL2-~LU
zO=AA9XW-Lf5CY%O`>Lr&`F}KFC#TzIo$87>BEQKXJF6`07NS-3B|c%HGn`Re8A&*g
zXqXN-&l(Fq_qBa^bAt)IZSC?<@;{sH?K{`<_Pm!3=p>>0WjF!Y`m@<N`|llrG;?;(
z_fCGOa+i_skTK)OcDQevmd&&~kjmj4>ehMGk2ArJ4fISqN<oN^!?-bhk8cWgHM+$Q
z7&uwjk{3p~WT8ykTd}YU#Q)*SFNKvgZZt&7m~IEOz(Aj&g9)CtZ33g|NWA!fGBs{i
zxg)|VmIS${hx+41f0eW{_+ZYLLf&5puJ}8S^9j%v1&~?+YwBfmIfrLzR?%BF*sNyN
zBa-3pf?i)nTf>0$mIlWwKFrP@Y(q2+kbv<p)92xwoSrn?>bY}~ET%ID2NTi!DL>+R
zb#TIheTEsY1Qn(v6goVKV-{Tms_8}hBZO#e0?*nQj64rC3G)--T<Rb%;I_<T5<X~U
zGs{L|Iv8!@BRsl2tdETtR;lolHsJ@J!|;HJX5%pG;bq0HbG_12q)$`NR{BDk7ae%=
z>#(dcB)`<%{-@;21VXscE|)uqCugC%2rdG+v0I>y-E9+AGqzdpWlu!QEn8F#9dq@@
z)n_!TP3L7pZOb~Rul>;kh{D{HUYjT1nx|0hieVvga{>a)ov@>lyu53-)9a^ZH6rS4
z9O2A{uZ#m{#5Jx+f*W%Bu(=k;fO6YS$~a#g5k=tsBj?Pl=9V99eiR<ZeE+j7(T+;A
zxVlDMWTe1x8D}KR@6KOw72Pv*txW9g63|_bI{Ms!1RAIsWdvZn4!%^O%byJWzwe4k
zI?s;SPkO^XDGMEXSs#q{(p}x+UkX)XgQAdDV}g1d>gRG?Uf&UdgT1RnF=aqj`${$X
z*<}L>5D*MnrVwCnnn{M-iAXFRsV3|wFx;SU4O)-K(XiUy!G-XT4=nUu^b91k8s5Ia
z{^m)_B}{J%`8F*tAKa}7e!kD?#L)D5P6nt;n6<;XX%SAc;Cfc46mI&aRMTR4*CpS|
za*^s@&dZaD<eQ7FSZG-22=wp^A^IF8TC#<UruxK_;pRvTbYoY@qGN#nWD;|@<ejc6
zFn+MUU5SBUveK-%`9=S}NaNWnWTEAX&3sydGHmVHax<yKouT>d(STRU&(X`brPE**
z10bleizbK7pqAWw*5xl>&ngd|{usS<r)#cP|1!1j(h@2PNpYeHmbiq^5!E8gr?<LH
z>Pj-%fqXIc4(7O0D?Hd!xX!Ln0z9+f72vcIf-ov!E@Uex7&wbh4sLAfM=638{T64^
zB8<N0eU1;tAGFn1O4x))K~W|6M<9herm8<{MJb9#5cCFgUJ?ri-Ys9AYG+|8XR6DP
zbrU;BoD@X?70*N&r<00Utm;<Udry7{tYX8>YRakw1H1<!9nHr_hx)%bV^=2E2{-nE
zKNIjkaC7Id)PI}{x&1mhu9MU#Kp}Owj4)$Uu%P*j6!xI^s<N0%Fmm*@6LQ*`$EK3-
zGg}hO82+@ja*m22Z2wsXFGjfQrr0&)U*NS8l1{T&Q9yLh!;Pc}49gnlb2!!EP;P^Z
zBMf4q&wkdm!3zAMOy_A-$(fpZC|RJo0%_r`bDOc5_-1efRx%UZMKbnLgudrG_%ou-
z&~p41bMUj`pvsGJcb`?a{s-kiT4x~xO?iQn4+n2*PC%TU;&wRbf}yeR`Su*Wi?^l<
zJNlwF=~)O1=R$zrG4HujM)iWki2F5$X*BKZwl8mhaBd{g!e-2^lRo_bD&>q|!o@*v
z1c+5dj3m)-URFj+D!q$rus#!nfJ3dsPR^a57&Ri{;V>garI5PSeBCogX+!&~MmxKx
z5?ro6xf=Wve293mpu~}$yd*QJd{Z^Tl<Q^+Eiyo=qGH0+u(jD@(TaNn&~W(r1h)h2
z8<(k@2uR}9@P0nFw)eAy?T~BPV{!y|yaPxNv_ga52{sK^l!nw(O&};75Ksk|#QKC~
z-7>^@S9+!|E11o<YgVG3>!ZkdU<+64UmTkZ%Q`UlY~OHBS_bm@Yimf&vLt$Syp_`Y
zmkPfS1N;!`Xrl_5$4XMbWY;!Z(32~L_qTM@bdH{tOdX;v!?4|m`TRMssvqrteG}_!
zKK+hu&Ej9u!yOBXm0#Q4u;ILx5#1rxh(5?wVpNJ3H=6PNq)t^s7x|2!g`D{AqbX(W
z`g~M90|uPOVGVP`jH71vit0RNlN1T5QFVxejiE16HP@(#cVMi|mmVkX5J(335moFa
zq9*9fBI&tDN&uk8zmUF33?2?gmzBSDICMDLK9e7!$rY!Fg9qB=cGRDe*oqgrH7&N{
zk;igPt%Y!ZA?jYOwy)sV=8(exW5}8r*N~TiE#3<`a@#H#8|B(&%|26{Z^mIA#PU|r
z2_fLP(_wC1f*X!kGQed}Bfxwl&twLXP5VIhqhjrq`RUi}&LPqEdkyLoNY7V+Rn%q(
z3S%B!%#^U_YP7p>HR09#bDK4VEjo0uVDxEAyurn)xDx=bof$FuHa<h9KH2PLXHojs
z?Q4ZI6^I2ux^^L8w4x#}@|Rw{d)#cqcR!X({hYxV5KL~Ms=~C<VQVokcGEyr>_UEU
z5xCAi`cSwe0s<L6g}XCf=iZTE2Nvikj_XUb&KojfCUjdh?o}l)zqvU{shJ@Z9jp>+
z$Sh(upyEHwDp^T?eTfi`6tR=U0<FSOMm#&8D3#}TDfmX2{Y+(0{OI{SX!m+Lc5B=w
z>6b}uMYztz$oQ6$R316=ZQcU~IAZZqCo+=N65gVIZUw^QV^S`2*3q8WnUnLHrQM5!
z!M~Ade)Q&N7dQqh66peeJDq8wUw&D-H2DQE%z#W+%|vib_kNas(_w;ia^3v>S?RDx
zf)i!p<tAz!w@Wl&3w;NLRlsX%DU1g0gn(`o<ygZwLltuRO2}Ni#bovlABt>T$O5ba
zrqIqWk$~#V*nF6dR<slM4vF<#(jId<no2ng&q}G$nI6fXU)qKWc!m-)7IHy@2rbSM
z1-nB-oWYYhxnt$>Gmrr>gV|P*^jKGnd|RTw?%NprQlxktM>ESI54|<39^v*eMUY3h
zpK!^o;&j>r=ud;%g9-B>3rMHUI39iA-T}Tx&q@YNIPq?@=@b_sS*x<pc9Ke+MJRSY
z)%r|6DDhdouXSt5J)0|)id}WOd|a)$jyUWG#@v+F<=%I1_O^mR0YS@T7lwF&A)?s3
zpSueVw<Xrow0oRlzDuNV)E9kSdb*LpZ#yxDEYqrykF4R0iZ_*s13B<g@cpV^yOOwJ
zicE~C?=ckK5PeyKf^rAX1#f4s+LHCM5!_RI*%yi+A&PFt`;pHY{qd^=C^u&EFCO}|
zE+c^sqt}su8A!Pj78Oa<^siIXrlZLXrfwL=pfnH3!9zzE_-NBm^hjJ;7Ahc6i5C~+
zA;Ri0sDlQg-Vtk(3X4aGQm0ESMKo7s6UBq%#&Q(KNTFyi;)4Sn9+G&+)wbqVr`>>i
zG7Q#eQd!W4r;qn}<S<>b@7?I+4O(e9_y#}VT&7%I!GhUU8@Ta96#$ognA(~oSD6M%
zsG%~^-+X_YLx&MI30jGu_U&~fTbn1t0u!&}k&EE;$;3$JF_Sy_38f{Vk8mt{FOLBw
zg=*Ea>d(J`L(QW58RT}fBl>0CThWx-Lkq$QSaLbtZS#4Yz{S@-9r&F&pF>nAAqf36
z#t{=vkKkM-?~FOy5=G`T)w_Wd@VB~a$e(oA2;4FfFjMn$5&h`d$jLN=6eQf*2?&pa
zA)3xF*M(neJrU#nB{DPKd>}ZW%{~Vo8R+L6hWV^gf^G-9{{dbXSJFvB&hR@YJ)TIz
zZ5%<FIsk4|PXdRXK5<&}XtgJi*aFI;S-K1CtY2ts>9uN6*;J7qw1)!}XAVku)5FRV
zo#WK4>p|=1WQxj@z4GtRnEIt@%P!0##vawJ>H@Q%hy%8B&{~-&3lXU{9LOp}@ggGX
zjE9$Zq-l&1--CH%*UX5)C@s0Q<ZE7p6v4zPOe#>DQ@>*kLYQ!9#uZ9Ww944<XFzmj
z8>JqG`@KsV&lj1ML2-VI#j(~kB>7XZP7_!GDb7;=2mZ%BNwe!ND-oUfVcu$<nx+?O
z_7rBgYgm0forb_5U$Rk0j;9+kw_F2h22zR+Q_6$yHw4%D%oqN|1_QSPQCWERtTtN_
z{SwQ&Us54^*U!l&6Cpw18NqE|Gb{;hs>Q>J4<l-`VR9WWslQfEol9Y!2FnE4XSv;W
z)(r2j-xNJ7%Y?DIIP_h9oBslc=#fXSI}3J1CdgpMg4z^x;WcRTBZF*c4Zby{L>?n)
zztJgUTqSciDX1dRc)vUqtMBeACZ?s@ktSEkR^7e}%iy|Z0aL7GJY*!m_?zm26nqAf
zqcz&J3OZPhlN2wK)v?TZyyfQO6uCUSdu~OJ8^EbwL)MUwV`-|{P(?HVb!vSaK?7Gt
z(JmG-DZsIB_Oy3iGe%Lvi6SI6k_os;p~qHA7<35!C<?p~6DS=P%S9uuCrpc<8vw=g
zTS#nF>oB5=aFfPHz#i*Nb&!>=?DXELp4i!6m*FX3jrkaSk8rcZ1nWW$V#3u`pQ-Z@
zMK|<nQzvJA5xX3IDJv$tO^<1FE}-Ha1ZFN07S3Q<aV_zDq<$_{+f7&qZ31C=TMP+!
zNHw=DizZoBymJnDnM7y7KRK_5^Fkzar-F*df1}AW>cF96oZCC61tSYg2wx0ex$-!m
zLRm5MjYUCa^L)gD#HzM0THMZ%rf7q1C$c|X?86v65)aQYJI7+rq&fP`T*$>PkbKUq
zIdrrVj<Xs>;>k7$9b`$7%QbB%1OWw`eSINVblYMWU;+(y8hj^|i^B{;=1<eWC@@gJ
zwl@zWF;j?HF-$`6@NLlCw<9CXssIi;fii7A-lY(XM|j1mHeve2qP{d*K;o#$%$EGV
z((XLfB=L=PTQhQJiQKY;E(%?U-w}S*TB3PEJ!>KXdg+RTVHVmM^-~s$mguCm8zJM2
zFl6e=PL5P}yh66gdR!4cbdQ;@90g!ZmwOnb#+5aToz)PW=C&|+l6#X4C?KZHvV&3)
z$SS9${=A6p(k5nLEC49UYh1OeCulS}nfXRWGtn6WOSq<7E>au_wth5!kioCj<&{sr
z2yuEj1#Z+Cv2Q3|`LdfNd@6Jq>YFM5HgllSTcrvD3!ljSE;vqAqaZo9GuS(ZI&CC_
z4`4RT*l`-)Nuc0**&0WH*???n%*&iZIi>A-L{;jktMuR3w^vFIh(y2g&<^f!#%pOq
zZd!x)+U4X*UF^MvdX(M57O9!K$GC(Et&dlb5ic~NY2h6~HB}Ka#sBsy1lj$gJiRj&
zzM|NvG>V#_`JgR@?r!sq7Abcn>#2Av*&tdt`u4sA*va(s%uz5LFKud0SRwFW-x4!T
zv#pGrj0GQ5O*zG$9-fPg$1N%lfr>F~3OfZwpsuyrwZkZIA?1~({W1tv9Qz_@qi?j`
zfctBfzDoZYl^tcCYdnL^_-?TM3s|+mPpICuLC=4LAq6s>I^!{Yh}yGX;ft}eQC%5+
zx@m|?ptZJ%r+5Pzk-<l_xN~*7&rRldcN%yPs_p{IJqeZqI9%rdi#%k%V55^FQs$}I
zvQNHrc_l_{-el%EVkr<ZM@80ReP%5+-q%JvKp^R<6K{Z$BZ8uijPGqvx#H|N=hPye
zd>8K%&-C3It-Nwncy1UvhYH=YW*UvEH-B)w4xt$LIQD`!c&Ql;&J5_yan<dZATtJ@
zBreV)k^*C!!7P<0jppP+6S|oBFrwqig?uzx%~rA3L}*huzpLp6$}m3$7(Vx8pzwWb
zBS&f%4`B{YnR<RQjlLVsWm_Jd&)n90whnRq!cSq%%cQ9nICr*5*FUg%!`~7f_$4kE
z9k}XFWSo8(e0CHf>-u=sdZniQY6Y-gL*vADG;P=se6o`>LjF+DG?{N<o5>kg85-sz
zDc$#>SHXErOP-#!rTSA(NTx#2hxMJ5f{^)ZUAZs8IWtcwtl&6iG)J{qFY<brwxAQL
z9$v5^YI38q%{~O}92k5ozGeD*VOUHrY^3Td6+K&Md;D^t_Kk~b$GdUGZ{_erSH<Uu
zfKh4WT$MU`z7^!Mr!sw~6O$IEtZ4!!MgC&_XgdI8qQ~bPnM7iZG6<M?H07K_jQE|j
zm|vlKe@R{>Bx$@}aCL~xB}GcM<>1kr_(Sg5(GOuu$>kzA!#Nehf>=3mh(5e6E%Lgs
z-C`kz`GIAu%EwW`T4MozP6t-!NN4!9>NSGKyZRQ}uR^=R(!=KTdTlK<5Rk+9k{LmK
zcEmEhCUC3hs$~R!!Ygo^Lw91NMPwRh9bW8i-<+G~uxn61XCsYh2(vCe0G<7!?(@24
zm)ln$P2AJ($8S;<*wHn<p%)bDYK;583?<IwSgg8*lw;(|D$!W`!o5fp^_9|SldZ<P
zC}YXPoy^=F_?y}xc9SRDVPo`?sS|&+_!?I<_1j(7o%+*P@t?F+x(=ds0?YmR3<cdG
z0wvV8m6k&h54qx|_7d{)M;4-|5Y(;;Uezl+`-14)tzZ)b0UpqcV~W%;R6S3%9AfAO
zlhuR3AsQWA2EV_BVs|d%f*>tW7T}I?D3`cb+mDVI@wSwf*dy%3i@(%}|3G0FVD(g2
zOi<bgEgQkjDt*mMqXlJHNNWMATrC|}wU=9ZQ5={Zd%)Q*;W;jly)H5yOR|463I}RZ
z`TC&=wJNEO)|*0sAT8>%5{e?8B=XZirgiHMgNadr%zjUA{JII|`-HXpfkC6ZU?pgU
zDYDd4>~oA%W#u}(sQ;P9Y&iQO=Ie;MzQ1YG*KhwDSuT+Yh<4i>c8EO3#86dl)2$j%
z@QHR?@D~_rlc>8BxNTMzD~Y-8q$G9_&r-oHu2y>F@aj}tf1cQZZ|jDV1IaSXH==ZK
zdQPr5Z`}43hw;PZO<_rFC`mvR%vT#)S5p4S2R7xUg|Z8^Z@lO><Gm_cUzl}Fs!8m3
zFAe;#sNafZ(l>GCE59o~_YL-0mPav5y{6$JfFX$-=x$20Ty6=B0ejp$*?`hw!HJ7}
z&lyzM1-_alUM)^|>V<H&5BI_ziJ=f+zB2Q=w4tl?f1OpwPlE^0ILV{*MkGwkwc95r
zb#d|sNVtFm0Q0}zhWVlpTbwCfFXtc|*T&xuNZ8eC<xY=Ej9)i4))h^KY0LJ8Q0nsq
zS7U$oIfqZq@cGd@7qunK^IW)-7(k<d8Q+maB+i|R9kI;bxrd7lwcAeruAw(KS^71_
z&97(O+*`_1QsY{}tm{5wZUo_ajc`1wC*Y<7-Zp=y*xUTQ)~zL&+%{N@Njpj?D+7B<
zVdeT{pGMNu*51n&mHvL}g3@oK(1OBnL}g&Wjs&do(MleEST5{KtR+pd&s+6;3e{o!
z-c7TN#Sb;o?6XoxR8>ftv|*Qb|IS}zf|hfby_$w#qA$8gq@*NPQ_$4({UAT4rp!Zb
z2bn~4W%#@)_KJ1{@f9U5W6-tkY&bj0BgeRiFyy!S`H|bssXxX&#PAE3hqK{K+*|g?
zR+Xm^(P+Un3*Tt2w6&sAt|1+tYt6(^D{h^L;XWi!l|`c4K`qEhhbZE6hapa;!>?2I
z0W8LwTAQYLxiOP<LtHuhblPE|ypIdab|MexdvM%cE4vcJAi1vJtIXkOr+}O`@dPYG
zP%Y^9btOF*A8LmI6I>PJS*^TopPOsF#|AlXJBD(jZ(9J@=Cbpz2W2`YiYS)@1>6Ts
zWvhmOe5z<n1@J|2@XI4103`oQoZ!8TBly@0zF8?V_>-n!DcAkB=ANL$==Ul3H{Vjb
zNZhrCX5(<k$r3D_5Zk=eT;=l{m&@1Rb_0tcPl2@LBDG)WklkVRlX&E?0c86;K^MF2
z8$V2%&V_zAT23yHERrnQ+`u$E<W!f`4<27Tn~-%s+&z{=@E>%&|00ILC?cmGvhiLC
zZ7iI_@}QE7S{Wf|(F*Y$bFdUP%z+V*LtIcyM3>zR%KspO*F7Ay8n6Bt)aEAJSw%$T
zuEbOmzk`Lqs6{T=OI>JoX2+?K9Ma1>YOBHxH}x2TH1|Ygovrc)o!y(xndXc)vZXVY
z4>*ZPtd_BI&K~L*@7)$xS!5G+yTk>k^3kR)h)&>F`t0WpZ%4F)0U+Gav*B>}lACpx
zpk|k>0l4B#V0{(TGm{l(Qw|F*;74oz>}J;KUr+FN2@~=5I2b!O(?M2;q1*3*Xf#()
z4UXzH2wdGzPEXGyt>cf@0Jtxw{NMA=`J5z3T5qx1d+jIE+C1f32f~6m#wlL%XPs*V
zn`6);@A9?^>~k!KdPDk?QTbs%<kVEqwtp68Wsz*qelpuwp&3ZJJVw*9P!mvSoy(q{
zNExXXp+aU(!w{BfERX$+((whWKP(an5Z`G8k;(yM)y#ZrDp%9ELTO?Da5W>e?JcAe
z7c@k+jqH=#OPbY`ORJSEVpSWw4<(14$mQT{Q};B6#B~>0`N7~CP(QeT_j|q%Q8qYZ
z)DB`;T6gU0k@P*$VaxcdPbK(e+WNvU%S|5Za^Tl!d~&go<#(3Hj?Cdw!G{Zs6+I3#
z^zZl<uWrJA9L`~+m;#IP@{8xqt+G6AwQe!tR|2L1Mmi@4A_L}_iuK3hzEl~;?BZ{~
z#Ane}l`l=H<g<Ic!|Z2_Am~UUrGw@0d2kc6rf-H8Wh}38R-Vb=f%s=>6QHA7@-|5<
zl*=i2**=xB96W8{tYKX;BYV$u?I2t|X0ez}jg5-UirO@D(AdTuT~d88Vj=1lW97b{
z`V*3x-!mv9`x8rk)r?&9U+$lpA9Kr=@AkMawmP>69Sk^%CeM>omW0}{5t{{>^Qvql
zlfE=1y`In~B7A!cDOHPKnRF+lDN4defH;_KOkh}Prrw=E79?9{@M?J|@G%_*D?C;X
zJp7VvKi6|4^a6|5oL-TS%y*R;=}ZY#LSTUB9MuxcK1!90Qr@ZcLeBT+X_DT@*P3k_
zl=h%TCs!_Znsimkez4Zf@GZZ$*x&nT<(dkdnhS9fc>EMn4tQAiYFFz18Qi*()w20m
zi_FgsO0z;av$@^X+Z(bCqPc)n9?~sackdy{Os$2r`CXKs7TH&2bQe3W8EZoU<4PIe
z$=#Qs4m46*&<C2-c<Y>>Qy+Bi&-Zd>h!aiykZaKNTUk>&m4^rnD)tFUuNif<LJJvY
zG21SJMV1)tCCFYu^@jWR{kQLius+8dEbuX(lP-*(M(JA~cYur>7uaPE;DFOn!vt@{
zAE8jC%3zR^Az5Emru6+9h;>Y-xMhPBA@_+IB6E808{{+QS`i4>Qe0L2`-CG;uF4Qc
zxvW{G&|Xkh{5pB2_-o@Y#N@++VrA9I3UbENvlb+$X}T``udvas8y`|jk3}B9H@5EJ
zg<VD@ez@BQBOQBURMcw@-e0&;Ko|2Xn=5Gf(VlBIvhxv`7TxEJ?5EY&oADxzZ0l($
z*&-9FXlI7p^yKis{bQ>;d_(*T?xvn0OVQBavJt$tZw$uIJMmlM-}<d;VJ?xiV%>@@
zMFFb_^BN^(9P51j5tVtrY_=w}Lx`zC!ni!VM4`}$W<Jgj;X)i2P2!&G?+3AMHDmXO
z(8Li_aEkMyB7-u&Sun@ZWu-?&DSWmzX6*%EXwt>JE1WyH6=J(VWe;rV5(jC+oBLi^
zWf1oS^2Zi-tdpi<^=NBe;Oj1>HA)h4gbLSr24sEaosWdxh*pS7MqeBspWzmiNeC^N
zo|9DRFCL@0c~_~DOSJFVRJ3@npym%}4l0Jep&e%Gtc-I>L&Dfe!m=1h6an&D91*;}
zvqHc;fI$do@0SL_`r(DTQTxggh2p2m_US7=ru&G<QIaz;B<#AS@l=JVLzEst>5oOp
z&j>+{2Z?M)E~YjL0BPE~_gVz3kdvc37$)M@tIq?{35uMFR?>*Kq%!ybdj%eQma7%a
zQ@5;d%bDz*uxY4Fx<H3yE;wlXgFv-xjxcBJ$iH`XAN0e4x3=`Sev~%Ug+Vh>%aR3L
zF=#mmy{z8xwJK7?6LcCh531F>oWu+Yr@LVN1g9mqYo>6zfM3Wc4cAf5|EbPnYWn=7
zjNN8(?w0XVTZ?u%_5u?pN<s0=AE40{OC0<IN9p$7B8W5T6cYjl&>2gtqV`+iN-ROL
zu<b$=Zcem@ot2{=O-ER+Rg0bb5q#L8veRC1a`b1}6m`A_qY^BKqb#gWKtSV~n(}rP
z5h={l8MD0aD-&kzK&)Z5hk>yoE}xN-?uiE|RHZ@6VgMe_@2p9$rdlFM@V<CyD8vD{
zJu|9l;|IuucpnL1)8E2UgoL&a&Bo{KrFT}3<STc}tty}+x%WN_l)=opUGUD&K({%g
z`F@JTugpPuPVqDvcDP`^$N)V+!oO7=H7h(oUnN!-p*Hg-DRdRV(wp9WU%!dMbRcI&
z;?y#og!W+%HxJ{-NkOW3#<Hy@7s$#G<WAaO1$8<lev)6R+;xx4mfOo1L*E4@*!14r
z+utrBOt)L6SuW+wXB!o~EK0nR55tBhOJL~3DH?^-F02i{mZUsTFhXqmK>3Ky*?6>Q
z`H!sxy0tKNVOCp@t)<G3DW!4|Bwl2~6$r*_l*?dgXvV&C?|B|ukhefq4}Zgrbd7|r
zsZQUy+aYLVZrqTO<Al86zEcpCZ=F0e&IJo90m-2k5P)#xLm~t!m}+w@12~%395mmO
zvx(FX!5qd>;Mzz}M$>EXJD3eJ={vPDIjNPT$ChrIGUcg(77vf&;H()RzId(Aw>H-r
z-K{kOSZRuT91d}^pgvJhCb@Uuf7Vcn&9m_nVZQftVpBZHYyup^IOVm4GCAcG9Xxe~
z-<TMpQAd0(#lThsfU;hP@FE^gHhNZauLOc+=P;*k#XFW0LtzJ;i=_#@F5czlnfl&C
z|M@TYtYy+{C_#s9{F05iH;H0N%va@*18Q*P8iHfC1B_NAKssNJ5fAjxm>BjOvO22U
zZ<>b8v`lMOcd~wL@_F}HQcC%bALO4~1xnB0RB`4xr1l1r%dsb3O&<>9k4T2Lv~o~w
zkF+nYentWqp7c2^7k<(D&Z5+l6xT`++ad<NrirVp@<Z>zHY}!3J;?e!T7l3{R?ZxX
z@&qO|ib|6|=!Hrz`C38sq3+mF-TClo6+2B6aZ~+FIIE9aQ{UE#>3C~ykuOLw1>rt(
z$~WkDc!+_LLIzxm;l8w+n)H<VA2g2$!>X&gyOXe!r~|v0^7B+3^hwWR<gUk<=r&b-
z(tlwk=9_O^?>^~sK}^U8JhJ+L-)`LuGtRA@A67l6$x#F?y%{E+?d(x~Q^217-0cq=
z!1NpXHqYcv2}gmINTm=|^Y9vU1ZCpAy9xsf6S}$Jza|=M^*WHRkZwQT`>stHjvBIF
zAV&Bldc!~#rU`MqoL?qExlN<ONl?Fgx<SO0l%~JEYsN#>@yet^Kwx!Mx-V-+P*0gT
zlDkX%;!U&!spb=SY9M6S3LylD9^=l5qK}^hJ*G~q%04{C?U*AIU+mBm7NoR#jXV*)
zfqfmdk;W1RK$8`M%Vji(O@#^us1ZKPMcOf&+Nd7eIP(Gkx_(<AB5>>TD|Vu(&_M&<
zr}>|pD}hmcdop6#tTV9z2_-^;-}~$vN42tB9W8fL$#`@@y-gP6J{~zAOKMWHDfKwM
z`BbTESS-gDz`aeM@d7dYB#0DuQaU6xsj$;Yke9R|ICs4SXNH&J9?5b`P-a%|em$%1
zPzW#zl(Vuy!re$gDZK|)R{~ne3b=Bx?zSC58g6ACb@-ax-*6`u5udvnpGYtW2h`J|
z&a{T1R#S#}X5KdBx$Cf3c{Gm?$S&EWwDG&B+WNVpA%_}UBSk4TpyZ3Af^|h|;P<|-
znBTZS)k+bjTVqseFbgZa473Re6MH`J$nH&j$Jh^eR#Zu&>*P-ncs(opa_e~+t=8b>
zRNNhHI@~8_qoe2_Iyyc0z#)YVUyP%nLf(0J_!4!^P$qoTlD5T3x}zGrK=tp*K)TE!
zWCqBPU^XS2@2{IV;cgTm5y56rz7LcLgcW9%K~0Hkz+t!tQz(>GxIpcQI>?^S@xH?w
zy2DLcDS&4o*2g@(#g~ch<n?!Z4P6~!W#pAig|}=naU)EWMw7>Xe?jkSqd>YGX`ol2
zOq(2yBct4q7ftWKKtKqiAYvg4>pqAWk5w$^!Q|GIinPkDiI9g?-#fUkXO~%VM!VF>
zJRArW*;HbK1$*)*g>1sDQJBVM@*~LD3C&18PCY}#wB;JKBYvT}s`>hSMGcTD`$jkw
z*DT5Hr{>1OZvCC=^E(!R@7)@1Dg%S;TA%NW(-MvIdu~B=-;}tw=7TOUoj3<R;BBUk
z!4&5WC32UqbMmN!MaxEQ*h|~nnpiuAoWKQBlE+87S8Cbg%TdOBlqQKJr3rd?#bH?V
zdqQ=bVE}Z?NnMm@6hDo>EU<gLXw;U5<e~q%_~3c82;(>G>te@ZiLT4_yL;kiqkE|&
zQxf?F)<vC^_#-jKI$O=z*ZNrajb3FEQ6oe|RF}rg;~Q$TF;wo|prbHlVnJ93CwYIB
zZjL4UAHnI%0T)(}9+*I{2!yUL0qj~O+1D)gKwlBwl3Q4V8=~q0(B21TIa2zhzw&J=
zML*|EpxAEU!IVf6*tD6S!8<9k?%OB>t&bPr&rhL8X|P~N-t0=-*3dVf_i8G%7fIt&
zjqAs)UoOcvSOy#QrftUco~hA}T<jf8Vjd+}o`;6U>U-WFCNPQ0AaGC0dYj)^2uWg3
zmo<C`e?q=PR*0#N>c(>3P!{&RG}Kz-y8$hBxU>k=jDRx*fazwuy2Fs>p}nrvO9z9l
zSO6ylU(+8zijKC!N*gSF7|Tei!@^^FLPl4rAeg#)r02-CEs1XFL6OZU#ci*Z&G-x2
zEw!FH8xY=oX)11@_lVmwU5<`k*0()a2IP$>^<9B98b0h$$O}Zf<3}3q6$rrdpkmBz
z&m!a|cZ2f>=Q7V?_Ool~V6B4{t8V1QaX6qAO!00*;<cu-Zmx$E^RPVsAqXeei)uwX
z$-=H|wrwhK6u4_ZFgMlUHl-;FS;m1-%{j7<*owK2FO4R+BGIpV#$$T^neKfQFTSQ%
z3dYb*IvIhN#rBU6?n(_?#xtr}fjqfDB3h{#_y9|)(r>T}40zh{)G690SIbO8G+PVh
zHjsLKCdv4PtQi|i6A!bgXji=m*3h@1L0Tyl`B71-!Qx+zU;ay9xf@-IxLMPz?lSfv
ze3JDw1vGBhO@>^UVjdkGdwb#LCZ^ccoY1R7(^dV+7t%;d0yaX<xoi#F%)FS`Dbajn
zbGOICsEScb@xN}me_f)@ULmrIklgY%l*pvpb{ev88}tVBkG|(3j-B~BA1c0airSib
zrIP*Vi3*+`0x0?>p^25ZWVu|!Pd=^kRt7y7{(i@*yiy(rle>-pUT>Pr?#yWr%jxlK
zzKjl7oxXR~Cn$7^>d!pX=PG3?sC^Pn_!Tj5bMmAl7)vO2fN(i>f3VK~CUtOvGMtk0
zc2PFAaD9dr%hEq~dWa`NvCP-wSgYYaKVpKJHv3o;`o;NMS^$C=E1U7_ysn+5>v`5G
zC@Q!GP+xw42j19#XktX^k*yjVlq}sg*}uM3gT-X1g9W?!p(aovAux-`O}%?xcb)7o
zm#2t0W<|Ps@HW4v14KM*GJJd`@^c)P3|4*Ii-|0k^eY&UzRP6Df8xBHc6Hub_=5kE
z%VtLWEn^&%5nUM^BwZMMZ9EjZDm&+mx~GciF8zDQ!^NB9$pOJ9V9ETl{7M|wWm3-q
zy55_3N}g81_ZZ@vy4%ayRT)=7{cM39kh5AS;<y*M7q#+z$bvqJhy*r5zj#g2dztGH
z4_6L3UDT6|l(YEUuUhNrTQ87(47N>EkjT@|RGT&BgaIPYsBLk!5PM{_QIaJb#=6sl
z%*?BR!N>$t%2-EWj=8JXz-vaLRCyFz22ca}LS;x7G_oR|=emj#r`E=ri5>0cSvLrk
zD+k95b{uXNT#PDFhHivj<LjTC?SNs5IBV&QG|+nT6t$OaUDr8hfluM>M>T0rzUC>I
z+{WPOK`M=iluS!Zb-H;%2b(uDj91F1AcC?wJ!%yDyV=s+3uw$qjiElQA@oJ)tgkCg
z-}+F4Y|wBm%_KbowSH55ZLJCm7;p}C8kU({vEUFj0T>JqH$3z@S^Y)U0ESkmVTVyx
zL7b1m@CTf;L}1~yEV<Dj!}AH(BNTcQaA5S|z}3@9AqOPg2{kezgf?FiB8{oUAOW%G
zMY<PMQ!zM|({ctY)lM|E#aa-CBI(!-6$q)Tp~OB*5O(>}Wu25azPvT}Z?FfdnWOOM
z9tnE|QG8w)s<zmfgT06N++K-4G78Axa@a!8Bvt?e>Hu^KOe!-^SS6@aHab8+l7XHK
zj0)F>nVHPsvBq!^5m<FU+_9@@cKNZ_O%v%FGJYPdQ??d=yydk~OB{5B1(5Z){`Upc
zJ{4H2{gVUw!{oe%+Mw!0j8Rq9W4Vc4Om$5S&qqgf>j<Vjy~fmYxs6}Uo?`&r0f92o
zuNPKo$pCZuBHYae4Y#ObO!eUB)x1F~))P<%ri;tKA0V$mGb&oZkVQk#O#HUPNpM=&
zu7s(KO9}_D=s=oPSJ)f=W<&Hu6mnQtJyj<mNXFN=-}8o2XF=-`Qqs8*D}PEKYW3&W
zx)-$4StszW`gBtB!fTF4r1(I3sXhBU>TAU_6PeL@fp*__9Bqwh1GR@rKWKf%nxR^2
z7O{-$87tSRem_E{Wv^zJk5$NL!F>OAjwX^A_sWdKi4)TPQj_NnX)xhUOZjcR>{=_A
zTfc<I{U<(|){T<P@g6U^q-&@;TQ|poW;S%Hu#*qmB*j<zIsD=iTb#RX?PT)aeu-$T
zD9N{FThopjS(4<1tdS74yh5h<fVciQ#4QnyJ)+tJJ!MLk4BX-ZcEBwdNi&JSG~ol-
zg5S2S{5>I=l-4~c{BCaEcgQs6$41x$w+;jq8mVK7iI^N76w8D<9PwY#xgVR5m~hUP
zS{{7f^|+6XlE8Xn$-X{?HIP`KH8qrK+WLrV-h0%e1gwpVx}td1+3&;=rcEH6lObMr
z9svZK!8Ccd?OBMB16SJ8%n>B^;MX!zvPeHd7)hhLlQ3pYkQ>g%OSGn7ksF5|Yk4l2
zwxdgs`!fYPw>=o}T8@kEs}?}_N1v9Wqd|Z7fw3Trll|^I?sBUTfJ&riVRuwG(4RG1
zQ^-@IBn^-z3{!w*vDn7$5(mF1p|-B3;xZUwrH)kT)}EuNs!i+U#o{-(oucMY;*#gA
zOKZ$>(<4#khdF<8<7qJ18UxBK)Tfn2l_pIS@~y|PiQzt5Ef$J)ef|8d(yD_LBW-$=
zl8H&IXpNn-e&vZpd$vqZuxJM{S)36jrU8G)lx+n<2}$zvDWy(95<_n{x_T)fuFXY(
zNi$rO5b6mMI^m*KMO+sz!IT{Osv1z4J6>SLnIUas!2ErN)w4xZfKRP1`~|jxLz({G
zn9^I-JTm5~z4C3wYLn58`5s?w8FcCzE_tEK0wu>Z*pXD@i756ixysPMNvts{_&^^Y
zbS^J=P2LrlO?Tp|OImlu!n)qX&n&Oz;RO^w=I%!=gVMbUp2or5A)at(32|9LnYR}x
zUUu|Ugt+&}fT@O6*<qp;d8d5ic!v%={4<3TqH=)<lK0`%J`A%WA8BzD>RL$It!%y8
zfVIMrzu0S(89GsD<iqd_;RPhQI3IXRkgl|gxi*=G6O`#um^UWJAE<kSHJIB)Bivvd
zI87zfU70NfhJDZ#N#qh`XxZr2o>oV+S5EFJN=>ztGF~5pECQW5e||HH$a^hyOcJGk
z?5OBUsv__XQ)3P;TDgjTH>Vh3;jS@*ryj=56VOr#UqWRnyK{Arnn@ZRQ7}sJV)^dG
zYWTCv#T${mV(5@!SGG?a90W`igtKh=9fbQ2YkZ%A8*keJu`%}6v8(|-%M@b*5p6jC
zP;Rw|{iF!K*mBrft=Y#<^PP`?isud<zOqH1@&Wk?pZ58mN-NgLXVcNoU+&?@xIAy{
zrSbB<N5Kz3R?SO3r6QtWutQN|B`mj^848IKziddNsTWNTGqSK<GV7NY-nc5Wemu8w
zEL-Ds<3Kawoc!pxv)b<*7PLt$dpuT<a=&%WXG4pfC(X7P>Iq4&-nqgPioa{srhmiW
zjTW#W95mquDLs~87(+#AxQac=G_bp_lIMCHT14NEKcyK`L_{+L%Z2+%*aFtL15%c-
zC$FmDjiG<|S<fmYCfJdIO=%nr{{w#7=}_S)1AP=;m8ojghTJ-6Nj-kgzt$+_93_)&
z9iH;@YGP1O4G#+eS-k*x#{tT^U)5TyS&|rJ$o`WN+#ZW9kX^EDZQV6?@6Ip(y$F^r
z{T`a?hc}F5)u`wogpm{~Pek{?P;!!E6mjwLwWAtT*-lHoMc=$Af(mBtHC*3B7=EoM
zW<((iUqy|jT?l4D+(gQBVuPO?B{8a|<I>WkwvWju%mwJ%>Ed<+Np{Yu{Q!xow3pY+
zH1+_Va5zibS)UtMvSo`eSuwYkFr_npMS&kx)e%h(MSwJ3wr4w1AbAutv5jS=$_i{9
zt1FqJ$ka;pjM^XwIwlbI(om0(?4B`tnm0Y$v&n#OUHSKYQ5eZT%8_=^9S>4i%Z)(>
zK=P(hCF5>VNNy6m(2TP@qEt(RB5@LxPTtFZnENEvRCu?3R>eFmErG6qHKVm%=2d=^
zOQVikC)YcgdJJ&99$+L0y1-G$&|h@MkXM#GA<2K$NHgC|9#rzw)L!9rYY3b3u)aV%
zs=;qb8Hb+!J{xGZ);%~4r{=HS#>*ZoiQa1RunEgsj?||V!^WcXaWnbNjw<cpRSsv`
z{Pz}d<uZ1b-cC)qd82TXhp|$ZOC$ki+9oX&am5NI&Ir)SY6++usqarQC!W4&sbRg_
zE64>KzTfMHBH)mh)!{#IugmrG`Ibo<H)Wb?%F3*HMw@gv#2bQutOFK6eF~Jt(1mzU
ze^=PUS@*`yw|~?JbQLoCJGf`}NaYLxl}R2E(k;N@(jtQqVgfF)8E$COZyz#;fAAaQ
zeX2eF_|Xc}t}uqKTZw-)0H(z>3gEHDOfy<uMfP*~{yT_O+^%%Px#v|lS^Jg8KZ{ZX
z+8z%({d2b@WXh=V5bdNS%-np|IRtZ=`a0thHH$6d*=7C{Is67Tz5!ORnl`If7sMMF
z;7@w{oF4?{D%2<QzsNX;1yK|r$(C)~wr$(CZQinN+qP}nwr#s=x)-yUH$Rb?k#Qn6
zxyNsab6~d}m_?-NZqvcw#QWc5pUSN$eo0X##c(a`gDCwfvuCH=rKVxe#q(7t_UW!k
z!WxMTToQ%Gi)X_lRitJ-lq<)6RvpM8&aiAmiby}2_F-MQ7R>3__4!RT`G)Ahi(1#w
zL)sEzosunGl1v-?JmcB-GR@~)i^pjl$j%UBrZPinYI~oEOybloQB=L9Ae<P=9d=4{
zvZTuk0j=`9XoPYDI=|pS(Vv&AO@B!@CQhxosFg4JsQdr?_0X51-Co+1K^{(xW$SPs
z1wA~+moI{;$b+Zw?Ejuqz<yC<L|@LuG8Te9PFc8iX0ZEtJMa1-KWTS9=UE2uKO>ib
z4@H7`mjgh@E^_G>BFqt=oo~l$wT^L_<TshgG!JwjLu-~TsU}HCF|jP$qnp+;7)jk<
zdQJtfAvd_t<=#8wcQ<&7suSqP0Ix&tCq&|&uWc=g5hV46NDR?yjTWbwIphdv_&HR(
zQ9BENHA&$TGYnepYaE+SM{aWEjnBztbkkV7-aRtI<{iloKs;m5fd9x^QiuBprEUS<
z38{e<+<}mr_kPVZAQ7m`P^Lza{%~8%D6&kV`1QA$&{1pG@#8)r_$Q_M5+OfUf^&Q9
zN3Q{BX~I6oik4(QvCC3j@V=a(KxzD&4KZuHa2ii#@#ER=iDH}vhyL}F27u@<5Gvof
z=EDx?yrVlPPEguV5xU}k%?HwXLd}o?=c0_mc&wfF{wb2Dg%5Uk$qs!^gkJ0zVSq7?
zqXaUMnxhzEslTItNYy<2+208YpL}-FD6wDn!SMMb%mbFJO_cA%hyTVuk4cfAIlY7R
z^~to9QSu6cX3cb}67i^IF{IPkQuZv?76KcUY~f@pQvby>J<6@Wh44jCFqND@NJvKW
z*W9&?OmYbyiORk*VNj|s{Z-VVdY9>U>?6zfhw7=|ik%bsE`p(^e34HyxF#bb&)khA
zby#PqYdJ`?LfFn2MC)8)bswE@zQx)CP=Ti#<?1*-`erd^bL{DiY#1K1C%k-egDRjy
zv6G>`1*M2KfX8vH(W78Z5*d3{o->Lb+VeXG_H34fcJNjIqElo6T*be@FW^-%m(Rqy
zi0a0$j&ALY*H}Y({t^8kiUO%z#+uTxWQU4mkm6|EL>e6)0`&A1Hfy@Cr47~>%_oJC
zv;uUNlpE3wTknPIw(?$qk4<0^_T_-RNAl6e9CWQEd%1-tt##|jxbXM{NGtHB|50(U
z@d3c4f+C#FxgQ&Sc4QwDb5r#M4_yr2b!s1ceRe7vbOid^4P}3x@lH``1Q9-)wf<Aw
zSuzOs6o_`{Wn(0TH)C4S8{Aru{($gKP6wa836F(;vCratNM&dAtQyZ=WQb|RUtu3;
zxKlY`Zdfk%slDIz_o>9>!+)W__Wn0;>i85{T=;z10{|lwW8IqpkS-TiLBT?%Y7adR
zw7W<D%0gGvLnrNwv1zo4XHrVJ|2x;GHpHEQb$J)lk8y4=wZ@Bwoo+fMsz;rgOsDfN
zc;(!OL_2FLJk9w6E@Fjw8!og3_I;Y@1Z`xR<@5D!O0?5Ap;ZE(>&FQq9ocS)m_xd~
z{S?#8-ulmJDWv4DO`(XN6anxa*y9C+x@@2uoYB(Dx$9gbI@#pS50>N;)7&sk1bY|(
zF|~f;feQ;jmUCdoHU_lxP&{Ay7$2Dw0;F0iT*bIym;njX@Mq9RgH1r4q?dAVz<||q
z_YW4~1{H^ZZvdpq?jw`&3V$Z#+7stWZ8*znN_JTBV=xPZyR&@4X1CbS4T>G)g{OSw
zG56mgy;-^)g|!I%<u0j=Ybd2wRt!qXr+jMvII03~gB{Zb56l?d>B)D|Oqu}+$#m#A
ziFz$w$(bL*4~PsZocvC0kl2is2~~+KX?%j}j3-F}QO&AJtdT%w)<tlK`7Bo!-Y6-K
z<kh)iiP?YL_6N60e_;l{JtZTty`hJ3J!ai^ZLa3zlorNsF@X*8WMW>kJk|K*51NsF
z8D$TB@$cDeKIiTIU0A*g=IK4$Ima~RF1(v;VGS9iK>S3BtT6#Qfz)|xwj`QOD*bU!
zck}|BiKZY?74t=OcMn@1sCVvjO?74$2gF!g*YGhlHmmv&ub}K<!FxWsysFHpu%-g$
zdN|Xh^K$8X&icIM7T1`|=UEPnbok@&C*enfw%)4N);F!S)(;*x!U&y-`W~~yauex%
z9|s4hd%liL3Qk-{elCC_3uk_3+l>uxcH|8v_Oaq{4lMLzQ^m9Z2T&OjM&P$GgcZ0r
z{)U#ta0dOBdr``A3xDhkn8QUoieaTH|M-Vn5ki1A=|d|2rlvuPw&bKAu@Zaf*O3bx
zMJJuvMt(AT08ec=UST#Q73Z^0``#*dsZNJif!?OpCuowd{0blbrUTcqzXJht^2c6X
zV?N2#1!xl2W6%#EVNF@MDrDK!!0qnz-FBs42o6!gF;L6wJ!8wNoi4~DI&zdto74e2
zub{~&=1{$3!qcYj&{Q+P*$W5$NRT{GKeQG3RRSrxt`4rX_uN%U*KNzGQ-&d5);T&E
z=7^C_(Mr6eoX;a3?Jk%*!Na>WpO=2PF}9FHq3R&w$l2i%l~WD;fDvyyor%Q=M&(RE
zT8vkK<8W25Y4Unjb?U2y2%^D-Sj*154j2$|WK%FQ^JULu#MUEdJITvv6qz`rVfoS+
zu)Tev2_UmS#D*DCnz#UuT~xJ;i*UUe;>{5~1a46k@3=cjp)fGujWpZS(g7#sXNrGS
zr36!C7d1RiVg`G{RPYt{Xv<y&T~Y7I{l-e#8TaKYm`{7;*E2f^OI_JpyYC?_xqv~z
z(@&egtdnbOoYPB)h0rL?=+49&xl2XX9J{%XkH6gAMFd#-O?*>gLXJGq=W^Zzo+!|?
zry_;VLc0v$n+|7JY1DJ9c6)*5kwW6xTvJ%AhYw1Ko1Bjq-k>@FEA72B@)Uo2{6C$)
zJXE6LKC3{DG#TUybczm@%G`{y%n@l_@6+I7h<=V~`^ut?X%Hm+XmxcaYPr*N$NzVC
z@6h$GcqUoS!A|F0*%>bU%^CR~d6)Ef2OGoqgJnFkar%hD%<4(10hC=IC3(#zd5U;#
zSt9=Fs9H@211k=-Vm=rv`nB3I^Lb-LV@f~KW4r}i$_1;0x1|PzFT0%C1MY$5Qz+q~
zup2}|)(AP@&V#zC1zILfwu#K+EYA^V0;6RVp!cc?lkf0OHm9)U^U>3Cg$`|T4tiLV
zvxz3LkoG@_(HcGUkGT#i?sAueL~~3Gu#iFihj{VE38sXV!-F3TKGy>LW-%E;BAL@t
z0Immqk1-Ao)gI2?vsY<=RW4G{d-6{Sm6Cf`e2`~Stho`e7AK#qL9G5$y?zJF4eXjR
zJqJ!gg${Pc%g{|}_+8{m5j8`eu56=I6SG`n4u5IEq0PP_JE8}gMpyE`*B{8s=ngcR
zTMj-~PO_ZFZ)bS=%ctd+u}qc7wpFs9Nhs=4;ni+F7ZgJ5a0Qs~8^gtNy~Y>Q@G12w
z1JGA6B_5`vgs0IygT*F~l4aPP+{Q1_=Kq(!+kquU?LwM|`B7;55PT;wfNkvMkJ025
z8V2h<@1bW5$y4nULhX?I2&M#UpN-Q>lT77v@(t?hagKhk{4rYm;GeYjhlS`!lhZ+d
z((Uh5GkUt9#<7;(sC;Gd75B?`Iq|-bvIifa*^_8v@w^r&&In6u`c{eJNP0MZf4Hm<
zPFT}&Mp|{A_9m%MUPHO`tvdNs06WpQqu*Mbqugol_{*32YVLjOsw+5(N!cW-s`4Wr
zSu+ZL@>l_6{iLBP+$jVYM;)C%d_E`i`*fL?;DmO$t;d`b5x#F%?3{WQ>Js>SdWn+x
zv@XzU>hcB8M!H0fE(g1b^F7p$6qt<N?ZHlcPS~a@A2)1nP;lN(BJ5L7*kI;ME?@GI
zvhx^@g)*KnO#MpuZ1`_XB>NzEatbo%5eww=@eg|T0*ETQtY8~jG;|zJ*cUNFf!x<?
zONCNYlxm(bXD4(%!&(;+S7}}lVs!f-jkExW5Ak^I<)Dq{BPLy+gzToVXP|3rjOnAA
zE%@Jl6<byXl!djSMp}h$bJ|=h+nA*~%3_!0`uLM09HOB>B0V+W4&zDd<Mgs>a%+*(
z=Q_hyKW#B7lqUKt#pg5JCOCOaiD0j*Mxur^2*r8-RWUD(0~D^7rJ}=bs^pz3RV;FS
zFaoqs=H*NR`n4;v{f`%M_7(uZOqm=OXE`tacUecx^I$?|>=lKDeYh|26dC{*QjOob
z)3S@Z>&ncPYLfy~DK3S$3OzD_^cX;%eeS6bT*q%8+6@P>hE9i|GDuPdcxE!T!~BDw
zUGao9rW5t5w$9uB(@tfnK8R6|BpdlZ8j>6I7x=3c5l_Ek;_6)wM3eJ(wVMPObvfTd
zb)zkX3*rD{N2d7on3gR#mZ)kJAujvK2?O;e0e{5g&i4*M4x3aMg2)A>17g7WKy6v4
z)W)ra&`+mqa{VRhrC2bKyZBT9l+^gjYzD$~M8g1{i;y^m|IHOV`e;tueZs5f#ng@%
zqqVjLze$fiIWtOcs}bL`Pr&zdywY*8PMqd)Y*Ovf`W-|08?fS5wQ0SgqFKN;^=n>C
z_`17sr3g4ld`LR$wep~k5^Z$HTc9}V4ApB>QjsH29#QD3FCVdQalR+d>B@64Q*cu2
za{|Rzx%+H2n196w9+IoWsYs8>!H$C;Zv_thUVd$9ggMnVa&WHB1~OZ}?6u@t4E*(;
zm+sD{ohO<`5u?*xFcMk=Zfo1JATM)tF?k#+$zu?8<O-#QdusqBBzRhd)25j-*5H|O
zy?olsSZm3&^vVfz#;V6On;F_vERLQoJ6&E7!2bzpTQbkW8oZmE3>Fn3w0T&x*CMnU
z5#z~6@FWDpE?4m(E&tSZMJgi06Y*KWj23(uAcQ#Y)VmPZ(mv`ZP{)dLfNi)g_P^E%
zye}`L#t+twLM-R`-OgJAd#svvSc2m`&QEsQkGZM;0czkL5E_4hGy=P5CM`G&CN>8<
zz<RLh$j~tb<BFuq>ZV}bhLgYuVjfk}+r{u<0Bb3;W?V5SAF7o&@>we3#zvO1@9gPR
z&y<KSh}eaB&8C_8SCkJ&zb~zdW~o(xBO7Ib-9jR;Xc5jC2aR4e!(C`Nsf2z<WY_%w
z@(DXzqI(?8G50V_U7by@7KLo)*2AsSt(%P91-+5qi$<@^eRCSRuQRMdl=VXU9)gT0
zYcp;g1l>L*FyfQhex26D$oOHzDzfY>z~+hCh3YpRqYYp7k4V~-Z&vVaV&f4IrFagq
z4>k%Y^i`aet+G#ar1aq(1=D>5xG7f3KG714C?GtB?u8nV%TGH0hfj`|&EhsESPQbh
zCM|J0?&w+yaqNL@pfrx^sh%C-v_R$>UxZgWzKFc5oDBIA3aQoJL3;wu%y=ZdQE?*S
z$g)*mN>xkl-(r2)AsxVknGm<=y+}v|3w>3WiS+Sqc-+W5V-LJfBH}XfmlHcSohA7O
zIh4^LTEYW0;l9vKHoZ^o&!2avAW=Yq;aL;@mn*D8@Htepl<Ms;nnC~QPsc@%(UF|d
zGNR!PIoEZaJ1;%&5hP2%tSnsOw32;g(HynJk6lVnA4dR)Y*xN|E2(u{LFmzVgf;-R
zmyWWz48C1VUK<tStT8%JK?5WU8vKu5YJBE(Fg78-pnk2G4rs@q^jWIiQ*2bS>!5ig
zpg>D=78)Ka9^Ovb(3SlwL7$9RiFzEs!3PZ!TVwD_lM8;*7v2A8vc{o0l{9A$SS|8d
zj_!DqBxfFnA)!`~hFQ<C|1BVJ%R<-D`QoWv*ML~!On^$$qm2n)l{%3W7avjThflZF
z=-knw`X+QZE~X+S`C#FlVree3n}WPp7{o~26Uzxc+P<p1OyZuf_G~1;<RlyH<1}^*
z26+Beu%;@A`_^#fkJ5mnAICbJ4T6=(kQ9L+VYJW_M8tpO`R2gu-OkCT5XB{5`ub#a
zvWE#nL?CZM*=xoqVh3Dx=XFZ03x^-wP-ya%qm}H+usI{(0FV#OZ2Me6WNDD8I2^s1
zE2oWe0F>BpmjkXBtPIXO5<-)l;~+_lLMbBbCWFSeVzQ<XQ{JJ04Rqb~iot_&9TaDy
zx2LrII2IJ~oUWenV;Ul1`cbA!*HA*AE<?J~3;w_yrTKSHR)QILlBU`{e<eaOm}y-u
z>$%DCUyc?Iw9#P7RSL1KS=)zt3N>@H?TL<tEExuXpSbHWdGr+@WTYT-6r9`g3qo6X
z*4tCbed7@~uIA;X6m$LUoZ_C;?MU%=0#7FQE$-61T#Nrc2fj`=NcqEO1QEMUG_!V8
zC&b6IQ#q2RXgvwBf6`cbSgfuxYM$g!|MOTe6`fNQrxMY?MbEk9qVYiM$0prsPh@A_
z*)zS4hu4wx{|JQBE%Q8)57G~k?|7+lZ7yz?m(UWv1G@p>+(jc-QMkM}OEt#`I`~x#
zSkfE4N5_po0c%iPxRcZ4;Jbd*f20rX#<uJYKB%i>k#N_~4tz&)D*!*QKiervz!O#Y
zv`H_x%rFBEgrq`B1oh(aS+{t7J-u4Dx!;)DpSW1Zx`?og-sq!CB5fL<+&Qp)kKFig
zru(I!$uE@Wf687SalqCZ6|3=UQ@obS4}vzrP=F<EJXaO))K_IPQv%45^Mk}M4oXYx
zh{{Hy+#<sR6JIxLV%o?=J}Fe}@tf9ieNj0;v^UMgds(J~mZ>wROS`FT1uU=JiE0^;
zlSHioOX;p{{A_NfSXm{(SYTB2-SM;5RaH<7&ie~)r-D|Nmdl}&8XY6M5^3DFm%=Q7
zC9Pe);+O6wZ#YhWw9y>6><0$)@`qIWsbRc}Frfu4w=vllcemO5qs+`GQH=X9%D=b*
zRvCb{fg2cOc~)OXtX|~tEP<M>VlckwYmV-m`dz`T1YQ8DQ4M*wg6jzqNo$#2t=7MB
zTF=e<640I-VA-5dWFu%O)5BF}>tdZzo2K6S-K9!o%KA<uWcREBb#*KlIu=zz)wA<l
z?jh@u=Sqdi-b2Sym94KIYO!s<cXV`JE_Nw2iY7Oo^#fU6HdfqkyvyC;_%L!4n%q7q
zULUjEkZEuVLO++kZIkjbr-JN6e#kjfY6-*xmHC)}5z>6{)S`R&5>1m(2Ah2sDt0%R
zX&4^poy5N=BSWKQ0w6Fr+QX($mkeC9=^kDDtvFqmJ>}kv#q60Q&T9Z|zAUgzU!?TF
ze5FvnL<e$1<}%O7#W5=E{AtJtxD;ssxyxtq_Yh3(NGJ-DP>|iZNuIj|@2j#W=g5d8
z3R(buhsc5L$qILlC_LYA3^Kv3J9EK~CFhvan6FtY!(r}XZ})%rJebY-KS?U|q;`UV
z^(4+w4tC@$xQYVe$MruF>>zwzen(&vE2#Da!WS*Rd6bt=Q!uOZ{A)jb{*GAeZbG<(
z!oN3lx;73_b0)xBMm*_1r*%wZ!gABEwg`6VjcSLKOo@coPR@h*+Oo#zEMD2467bKJ
zyBH29;<8)5J_wN*MtQI%oqjL%XCtqOP(oW^!ym%aamYeXdQ?rT5i*rh+cf_$Ma0?h
z<GDKgvsyyof$8GzYk9W|HWc>1{9K)4xe9vY9Ipj6?XRb1xY>E(9IhE^^&ejez9x=&
z>Q;loy1cst!ncA&>{I&)AeCbFuxALEan8&V!BN(j;aA($NrVpo%yrTf5Aeb)asEMf
z@+qb-d7qVY<yR9t4i}!)iUN;eU1P9)^u@W{lc9(pq6!w%1pbXGEe*)5@#B9**_MfN
z<sHc%f3}E7-YP*xnD&{^;Ef5qrSkCs!Si>Jg?Wro(E}mw++sk$5{Kk^nts{FN}a*@
zp{srW7{@q%UjN{De?D6|8}3_7=v>Qp8I5qT6LH-hRs=@<@jHwskL1+rYy%KNZ1N+m
zB%}xRd(Q#h<$Xj9Hb9&h=d<S^?b<_c8e%6$_YR`dp7-jueYXO4GhrHJ7ZHDA`;p4e
z8sgQWT8Nwo9v?vLot#T~D=B$tz<>;JYa6dqXry51%#ymdQK3iTsR^PTAuPptpZ(VD
zcDxF8&^sdi9P{Gfo)4v(5sl&CK<pf6^qMs?&CxF0$1t)^%PnOep=%}HPe0H}MDi1{
z$F96?7G^A$LcqXAs5__7%RH<|P*vEV`wCEhrScMUoC1p^jrvFMB(g<(nBXeui=Gg5
z2o-nJj<=9SnrRug?1pY6oRU<bDgRqF^c=(JxAQ4ous0c+3*PDjD*+D{3UMW<6tRlf
zUUVXhvZ^f%G_~j0#-_w7S<==8ZXNj^{m&JbjUK#QcunAqTc^B~ex>nxHPk6&i`XbZ
zHk0zDdx)Vb?WwpkE6$N2)FzeJ*LoMU{9?aV-^irMk8~>9yb_+qFXjL(t_QG;ylN;_
zAs>Nz&%dn2YO-6}r>BOu0v>)k$ypVd<qsWXdY>0LkF!y0ydTgYuq{AIj9PzphB%Sa
zn*7S+J_1f0`@|9gti3$!9C%oeCMXdXZ-0~Ft3bVm%@)RBwI!cA2du@w(|Xpy?JR>+
zlMW-W@L5`F(NRt3W<Zd{paM#eYHa_lLb$+|VG@JQ*H}bHfCDuXyJ?mZNxgjkd+v<O
z9*%eUqMMe8j@y@rMzo$7gqMY4mo+v4jnoOURsd;GVECzf+QGdI6@6MC`%*JKm@bzR
zK_A&jTX^vw`Y{Uzh;Uo-cP!ryO9_s3nuF(LIQ%;c23SzcqY}Fd(GZAAN~;6nISsKd
z-BN{06g4BgxKfUuo4(jN$*cxcDislWwKJOZdM>8h+_GJGisvJLestE}NI+G3jR4_@
z=x>{j!Nl6WD*@Wg8kXgEt2UR2#=@}GH-?h81=yX7wfnEdQb@L{1Ry6Z0O!}Py+SJc
z1O^21c_Z#HQD|zPYWB&Ur+U?^4~ePV>C`e30K*8B^YdF`8Mw||e$!+jp4(@WEp0)w
z>pL5-G_ay)xl*!V*P`XGC8dN!3ycIE;^cHpJm|O!fNkwtMHd~ZproYVkdtuxF~KG)
zs-MqbFCN>!nB@u3r5X`~qcF%9<<;ZXnTBbw6<O=v?6uvK`sf;%Jw#i0w6aapm4*ck
zq)&L-$9C(alMyJ$F!d(kZjZyxr$ZDzmR{-+9*<GGa3BZdE>TV4ZyKF+T)#Jvw124J
zoH}fqhDN{doQ19Sq~{HF=Ex5dULZW&OqEw-9bD^Q3ha4*4(QN&+EC#M=%p+m_L}|E
z93!cUP#;K*V(ML=-3{%a4KcGIA)TKasS-sH>mbDS{<0qSfI=IocDj??5g^{*N=^nO
zcO)+Neq`N66o&w?OGFWx^iZojDvYf5>E!p=W}{(Ph)7mClI?=a)&iuA8hUi&>?-6x
zkX;I(_E`V-z53Z<D+KPx6#+h1{UbmglpC*dt$dC??iIA_HyD!N{0*PD@_>QxX~MRE
zX5O%zcu;SV$okvqsnLDHMqStm0Fr+NHq9bB2q1|L1OU$wn&120tL-N2Zw9bnxD}%(
z$xcA-_DQd4NC%h>zmiVHh70nrGW0~agu(d+#~UOVKy3tGd(uFDXB$*u!dKaEGUN<K
z7-ZqkbAy%}uvAvgY-cdZLDc9rVr?%1$6UUZ7+C5#?5v#UW%eciL^k$YgjAb46uINN
zW4ScVX%6NuCQ3_6B>V<jgM}g30V|d9D;WkU9<e|kq5vdfoYCsmud5ie5-3_IMA5VF
z5`D~^lKnb&-qHeKk-g3@%<7oqkG=*lSYxM;(~AWYn*B>rbLvE|InsLSNz0v!LCUrk
zCOf9PkLR&kW$d0$5t5$nYwIbcjXGb(c1!U8L$77(7F{1!TH7&~^U0#vUM-|Mxon9b
z{NdpXpHr@OY8F&eS3hXMOsXKFu!nHYbf$3yl1?qc6K2<Ou#o4<cC04!C%c^%kTO5)
z51KE&c2$25qBOZ+mr4kAy0#Hj^w5slm7xTmWM!5b#hfXprk?f@pa~IJf12+b)t$<j
z7!0(DTio{M;Wa2MiEn|EuyWnc0R3WW4^~_Url;@#)|^9^d)(;Yq@Fmqa>~<Y&AR==
z26H<1S&jHk*v9Fmb!>^_PtCs*n@*NSO6AyZi2SRmV0n+QDh2-6UZWLna6P_(+$GJm
zuZ48K$o=XW2q;l84G`~%yJO@m-5-+a=QxZJv0g>i?Zt(oeqVyt2d#L}$LM_X<`IyI
z7&>9JXdzxd3dCtpb6TPlH*ZU_3HdIX?82dkC799lJyJ|1m0NcRm0~OB24FIdxo&>l
z-J@a(8zfucT9-uF5E#%#Vbw~lyHl)fsKjPSwyj{DFMy+>>oXR7T;0tj1-$CQGgV{5
zlcXA+$?T3FN^WQVNZ+971<j^ub<gf4e6pSM0pIzOq)xn8iHCtFz}=2_a~FxJ^Q3bn
z_s<PJ;2-BP0};*WH0h+1J%SyO;~`!typoNLW>l9^iUUN2qnuT+NBzO&X<3;3y@DUC
z8~y2t5F8lUGjWcn;&*2B_)Z_^)!MhR`n<SD?ueTfQVT+IkH&WC(jy!ZUR}VQX~1ay
zFzzQI(pnN;8+;^Y>{7SvIQ;I$Q$^Ke@V>-9B)otTVh3`PdfuCGM}Mgpk}NR=N}4!^
z>txy0KteD84Ln$T;U?stD1L|Cu!EHGw1)4tOw$BQ_}}LGUT}5ud?k|UR%Jv+Hky{?
zqSd9>+jV&P6TNBeikuhHF?Bz3_i+~&_woU}KvlLM1jnnDi41juf{7_=>@;c=HpN{h
zFvIyoMp~4gquRjFv<QfPq>v)p(Z!+{8~lNTKSzYV!4pQIKNF!HrEaNq*{Wcpt@LSQ
zqLwLuE5tMokJq?#jm)@->=U9J3WSj<Oj3fK6+wqNo49!^<q$R~pdk`{$nFDs;sEtE
zp(wjT0{5To`+5A?s?gZhi+@vgV_shr;se6NJ5}S{JcF?Z09wIs92Q7Q-?j0NrAPCF
z4^(}1e?dI5nghv*NeV<{Zj#d=x-GM9TD-QD7^ie<r6I9qKWEsRw_~b_FEG6rec8GL
z$qm9$f=p+)%)|g4;!<TanzL9>M=@^H=-Lpu5&`C0KW01`ng+fuLHh+NJNay#N{!u#
z56OzR=<jd3m>WeYIVzYdfYqp0MxKKeILDlea8I$t7z}Z$Y>$Pk2}JL{Gl-S)FS2)T
zzTb+1XHx|PICw%1?T)3)SpiIQiuDd9{?H;Soh?G?_~1ECt#7$<r>??mQv4uKsk1@%
zD)D~eGY7a0lWibR654F|kAw!Z^2LoQ81G``a9zKm)o0{Gy&HTj`}vsX3FoseY^^bQ
z+9e`lm6A)*iURFWwWCS2_lImWGe7wW8k$$1HPwcgzr`1SfQ>W&K{J(pFSDg3R`6mp
z(n}l7gz6XQiTXMzM&cCCb7O^Sl0sdIp&=#N4{Gl%2Wn`ycNCBEDG!<#iAGBrc7$nz
zPejgsJqNu=miXLQGY6N#CqPbZHxrUH_$xctVX!v-SWjC)5iuv7!jQ-kqvExI4Dlmm
z1HyEPoKh*6wk4zMQK`m|#530U%A-^TP0HM8@WvhGwoI+0<l+vvje9<nKcRw!!A%@W
z`gegTqrP&N1rCG26rQD-9gz0J-1Sg9U~M-D{;?>9!TW(%VXQ#Q@BT8r=S;unnE%a|
z@+D3l%PPg6?n#^+vqbpPkWLr_GS4+5%h?))`)kc<@~qn{!UEp~h9tXQ9M_&!@B?F5
zQI5t|2OGQr(TmbTW3X2z)L1W9gu%R;<CNx~cL<WA*fKSHL~6^Nd9N;Yxho~^!LinE
zkoumwKfIY5Qoc_3H$&kf6i#nRkb%6YT|X5fqzC*z=M4{l=8T$2maw~V1c1jaX}cAS
zjzDtof_y)S$Vmi7o}{$;nT!CZiHF|#7eRd7s4BE8e*FbGPUXfCJxu@5*eRgGDT3>@
z#^A-LA_!(V=!5^6m;wi04mCZe^jrp^Ulhz)73ImENTotS;DJa$SW~5R*FmUgpu_(*
z;;@HFedEPQ*^t)q4S<%Pe$xb&6bW)wMbIrfD|r#l)%7nBy4>ibSBTltS@^AVWM6|Q
zKM9Ce+hXA*tgO;sTIhvq-Dzm&a+NrjdQnB*=A9{f^T(3*+?r%5ue3*XY#`!#4!I`l
zyK)BA6w`<dOl`fI(%~l6qHZ6irlYBO>Xp?KaTzzrHZ_(nb;%`XFFl6S#qNauxI=b*
z3sdRyj$c5!X6rV{3ilXYC9tBjh6_X&V>u?ZW;8&S0)ZkLo|>%9zQrgmlZZHb>IYg3
z+Ak)Y<&T2DL&+ph?xsrU6RDzaR99V_0*a3gTK*z5bz|szWwG$E6O&%O4eYNAqX={c
zp`85VGaKMIts+qx%7sph!9wth7I}MZc>jZmVAiM0ofiXRT@fPf*)pvI6kDFQdiBps
zq14pykg&fFZo#_}H1bHQKqCj}&O|;j!(?*XB@w9dF?kxE)x6%j9BHKpXCHO(6HsL9
z*8u1D{Hq>8Phn56(wJNlrE<|e#zAAIrf=4XJ!?8PzO~6$ia<hEZ7Dlz5$5E_$^e;O
z{3n|m@HtZHNuKdABqb=YNYsmMtB*4r)uoG^PHWdFs}xc52^AQ2$>Bw}xD$2EX%i3S
zaApq?uemVNKKisAI6K#RM;*qA$TA#vtLNxW4yzZnezOFK$vSXyz8;uolbE?ITIl&>
zG=#g1bI*buzY_Jfrh=J|7Xe!W5bVL0iT2Fp3(Oa`mmd_YWd|QIaWnWWAL49UzI_xZ
z+hEs~nqLZSx!v?Gt_34CSUmqqI%sDpz>e4ap{-!+>F6P21WnO)!i)bzaP^S2;yXD-
zr>03y{#Nhll%(1)35nm<Pj0Gcq8oFg8s|GuWrbsT4#z?@G)%yt3Bj+brfkmkT$WQg
zsI>Ti3r2zR5^1Cq695?9KqN8}@(sCN6iYiw(g73(FzyIvFQn)}_uUMgr8zV+<Rf18
zxE7&M{v%@=%bxsc>b^3RLrhUS*rqIXymMdx-l`!Om^NOK%RF`mcd=(FXHTXZWoYCQ
zhINFvgwwo0GE!@f=->0!Y`<E@Hqrip%bK>>GI;Nu8D17LI|f>@L6C7!>)u#fm0GKP
zr&=<6EDpVq;E)yx>_bx<ZB^4I^NX<Ne7S{)q;oiE+{;SvXkeiWQOi0NJ)DmR=F@;2
zK!a9P7-4}~VT&tl=>`y-hI|F{P8D;|o)lMBtH^tsL}EL#+JEx9>+TppF21n^v)$|7
zsFFs=bmD8L7a6Zrb1Sb_j!y$s85q8M_fr=CR_n#4-O-K%@NI6!!KXs|a)n}v92tHu
z!)?di6(Li!sk9;=Das5LL~<(m@dnS3S`Df9!D`K`ON*iowJJ4qtQAA=6KT#>EOeqz
zuFUU~F3pAPSQ?rw^!+T<Ad35LKNy@(pqmG40#OvK|EhN5Lh*peOjEEqaJI)HpT`yd
z*H<>Kyzu`GKJ&FB79%z>xs({{9bZ){?Sro3g^c7sR#Mxf9E=_`Il9ED4Jz_;hD8ig
z?A(?Lb#%9ejqYp}F>r^zk7p|$w&H12^`+vs%vk;P_5=uTLMkcbfjD^+L3}}8#N}Tf
z<LwI<Kb`x_z8Br>{;Cl@h(4sm@;`-nL9gUCFMjz$nYd4Yb_N-;-QbW%3DNFr1_%nq
z!f-T5BCe%d!Kq0X^~}1av2{-z5Wdn{H+m<#)E0*Q#Hm|rw5hlAhOVZZfVE{)B@P3j
z6ZBr88Dp?-+m`plMO7^FRr8Wf&jQ;TPrh0@7GgSVk>v<03>KMJ^zv@9FcY}>>_Hxg
zO1(JeDmvOj^)-v*)YQGf4RLYWb?I0^MmU~j=GF7frt2#dEfK-nrY|70eCF6qg^cDQ
zrwPW1qCm{24`$V+G^czk;0fXvTv=w>a@zs}Cg#u0{rKl-ZG4|!q+P;xCb{v!KV>x&
zTJ5_p^P-R(s9h3=@>XVQ=L!}GX%NZ-=NyPUDvzt1*d*qRaYhdL0<t7oCIeKsl7@z?
zmm}%iI^DZ5<*In28p+bMB)iUFK?S`#hbBq*f4eHY>VF<jSgK-m>%47`Kph;KRy>u`
zbPmC>P`$_4Z#^Zb-knt}RYzi`%}I>vA#lJFH2ubHiUO|wyq?lB3rYBJcO~KpX91iE
z5#OQI-rVhMfqI+1N-2nv*afU2y~^`1@{SA@GRJl+5+~G8vuYa|ycicj1K^&Hx9I>m
z71bm6)ImNaqXTr8goyVR4c2%AF2Idc%vO6<99Fno(i>l6D694PzZaf)BKlT|QUbU#
zl$Z%iOIxb1viUr|lI^Oox0=N_!k2zW-Dd6&*u^?Ak*3?FR;qtv@=&gMmaA}Yz<JMg
z*wt;6AJG4X6EYAxM0bvZH^{%NzH8zl0nX7efUiL&l;w)B)c<rKHeo8Vv~cMuE$=&A
zaQlhi%fr_(1aZG*yHscI9wt*?<PCDlN=5-do3fF7J-i4bs_YBT{hN_Fx~O4bCg&+k
zir%4{wyP5N`;*iP0`YCeN4Soo5tUrZgAP#1;k)sP$)0eEZwh`tL=R)LLt~*2T;36y
z$MEO}!8&hWPlaJgfHq+6wbgC2Ma)iw1%3nD_DhM7-jOY(j|;}SSPWp&O)e~vw#Sd?
zv<xY=%>((3{DpRnoYZY>G&W|VyLNBokW`z~tI{8K<UpuRYLPqzla~TFwYvJQ`BThx
zxsvuQkwDo(5F+ZHZoIE#|0RIRP?x=}EeE7DZ#~eP7dBW_s)FrWkqNShOkQDYtZI}{
z6C<@d6K&Ia!P^Mq4;Sdr-s*IxunqY5IjQ_*1d4-qOT8K2j<M$8!8P`6mm7BfDehIw
z7^a@S2Hv*;rh)}kqvftjy0ECJ!Kg|Yv^&($`Bc-UuY(EzO+d20$cq-8S8mU<AT-X2
zkr_Z^5CgE_OZdsRrJPO5<^DYi8%5Tv7|?HYQ<XNb>B&T25E!RPXYR4v`D+MAqk)zI
z<>`~-2%#m0Z3+%~Sb1$;d5172D!;DQ{F$5DcVl!w_4Ekx%1nZWDRleVExKrwK_AkT
z)PWogebtXOtCxXl^GtAyd`%7%z^**s*Zy9Fm#LMcS2PRj9;9}rWOSnslMh2FYWhKA
zf1NEVmBbo#iuwGynUt4r^l<`Ho2+3rFzIaEygJq~ex{H{*|W<n&QU$c+k_USqo?|?
zNJ&qWSa*&BcX}NlcN>PzQI<j%@7D7FEoP*IDo=H1N=kEzhKJ)lDbSJz+*1SC$jd`>
zqSIweEmUK{G#vTCOTn{W;3gr82FHy)%@s@gDL2i2E;U9^bMWbRMQ7c_zd7|0=NxiS
z(X6%)cbO88F<@h>VobB!qj>FDr>VSp_+wHOmEheelZEk?SlXP*3W-)vetl+AYx+JC
zLp1sD)`s<WEd-u5Ml9X*hPH#!0+3ZFeEU+1dP`xE>p0U^AD;OVs;tk9E--NuC%RR=
zqSc~~KYm`rBDaES9;cCY0s9bxsspW)r-p5JQ2V#wM)L`HA>rr+aRs;l(3QSQ<H{9<
zW(a1RM7Dv)7^Lm&^A!IFoovB<CHm{5xUl3Pxb^y8Tpum3)_;eUA$PeQr3U6WFT^(A
zmyA%VPFZbCt*j6>chQ`3i`@g+dO<9m0Hb)~teG&J^pombjaOI|KzV2}xcbk>Ci`A)
zNZw~SOpheDV3(F_T>iood_95-@C(eu#f{_bAvx@Pu)$N&@8zesI-Wswg(JC#-!}Ee
zB6mzt?h-x0t@|Pk*b&xFVDCo^a6!L))vww*>L{}e`tK-28oMv5%I=h}E6{F1dyWL`
zPg!hT>tYNp(qw0}iYIlwJ;pyWb!wtWnhqQrug;5nm!+&<ac}p9jU(g3GahR3p(@j|
z+F)K7aZ(@EbZE9b>r=i5LBf$es003_K#}J*4Iu+U)1p#PXZv+L<QXISOKKu&y|yrK
z9%7^fGE=PPjU%8VxvYHbkBTplPSms|j-$F|MTWc{#>&CGa~<T)Q`@Ry%rd|)M-sQ0
z=x~mMSbE!ZQXXqE4PNJ#|2VOq3ONeHF^DQvT#umGAg6H`Jd%BP8o9!#*<T|@3F6@V
z6#F&7Q0apsFJ_;-X5#slJ@ulir7Tq}q%I^Fz|HTuNzE6<5%Vft<g+(jKat|4Ar$`M
zxh_bX`yfFijhsWb4~;YJ3pEP7L_MmS(xu^Vl%<w9M;i22*|+Ve0tMLv@%VPXzebn<
z(gIJVu>_x*0x#gOTD|;4I@A@XFM670A?=KFQa~3_E`i#=Iev=1dZ?buv{H#wAA9Q@
z>;#)qFr&GNUN;SP>#A1egMqF@y9@2&?;*^AU61l12~k%NkzQyjLv=~}Lcm^bGX;_t
zw!?(jq85_p9lmh)3xijZ5gT}E$4BoZIgu?19=}rYhu(ITF>49N<TYB*oSf8l9m9zB
zSUW3!?T~Y`L_V$nDCHF92;UhA)gUD*kjPS8_oAN8%8;)1o6P05DNK`CWxz!)l-=1r
zWVgY2S&~(WuBMFR$yoiIcK)5YOg|P>?-=#jz&V9Y!)D3+6OtAmnXNt0zW1Kh1uS}&
zvS**(WsXCIu+sw<P71lBkk)6S=52lk|EotVGLDgHOfp#~ED7a=X+69wIR>d3?EaSV
zEGDrS1%p4$F>DvtN0{H=KVxC?qryn+AY|CRVgdeN36Z2yDhZINh5GK?Ed8GZJ)%Ss
z@)6WbupCGKM?D1n&5vVT&8iVcjYuL4_4!}My6t!z;*SoB6n+=ClY)W2vPHDogAAEB
zPK)f0eF9%wrNfY4_E<T?iipLGwI#ales>25LfkL}+e*b`dava0f`g4xbjR5d83_WN
z!u3y<UR$mL4orFDZ=pd`+`rJ`)00=1*V+lv5vk{E^IRMYfxDpK+VVkic6FJS)EXm{
z4<2KMp?{+KJ4C*QnDag?E!@CU`QsOko2_d5#az<`c84M6B^J`7AsaNdcj$c3s^lzY
zhi75EF-8j8S^Wg(GmQU0+XLf_U)&527!m;eSG<u;=W^}S%{PV>G`a_y8`P9TMC6WO
zQ!}w=%p}oqpnbM7&N-NOum4G`^>_O;(!SmQ?8IBPyuk{WR}aViH5w8T{7W*15eCK!
z7b{i<uja8DTk~ISjD4=Yxq>gZe_fKDBkXP+D(#cGyNlN6^0i=p#vQ4Z^K~Woepk1X
z^g>@koJ62kDo<|F+$u5={+oWjN=q}PS{)(BFV7N=j8gU%-y{Yx&&e6yQFUdE#Zp-5
zuj}-BK=YX5`s7Ji$7fAIi;@9pPkAdXaxObwKNc2{s7p5C*-g2DrIL1s!ejZGeRtGp
zHmO7ds&3WUy<}P<<PNY!)O3)n^a>#>W|7x|*rEtEuq*Itv<B`1J4h_r<FUm}4H3MM
z#<`P!QX?ICJrn%14D9p{W-Oq)s&X`<g#thK$5;u6c>F=``u>3NKJ!XjkAv@0kd`Pr
z0Y5ThC8x(Hk3c9B<-<_Lxr@A|oUZay1UD5HtNSt}j`4mGG9ke+-ayetCs_Hx8yF0R
zAa=6OzVWjmx`t$H;+gaa6}Bf*)as=za%bAQ49w^_#w2A6g3Un2iyP;2yJ%EKKHY~8
zekbY+jLJl<m?qaR(%{bO`J!kRz+IkGW<xYJk{V>3RV|^tw9KX3f*uU;*S%zt!v_R8
zOOoLGMec6Tjrb077k*SQ>u2toEYWDbBF9lrq=)XGICM!+rP$LQm|(!f=!k9tj9JSL
zy1$DgOB|!GD|Jo{BT@&G@=ofMbWzDvdjC#5A>u39XhT6XK)g;zFiQ00Jv>{n2?obV
zycnVR)-@V=<edk<N=hPb6)+Ri145>;lx9Sfx9-`9fvk@3!Q698g|9_%T$ZMV!SRRb
zO6hP$`C5HQQN>ktB8knAlc0}Es!@Gd^y`mvOIO)Uv?m$vLk<Kwr49B6x1Yb-w>)y-
zw#bOJ>WVjFgg$epRy+B?&&9VA|3u>H>a=0*_y7D2K>81634j>-<(9}`|L!b*IhO=y
zF1X%3t)YQ5ZxKLT4}1uF+2?q9(4H(u!48}ET%XerKW#~OC1uki!8DSzFL*nG4&v6}
z&>Z|5cB)Og`-lJ3Js8tIF$T7hY(SbLG7D&;J#Zd^L+D}xE_gT|vir(f3y!^owm~~T
z1!GYi#DK_uvlX?>R9BGB4Tj&91DberdMdv>DU>T_Bobc&1%m%>-Ik3Ikz;JD7!E#9
zpE67W%jKjD_CJEpeC)bLXdW2Iz3#W1d&AiEQ0~0ZiiUScWQTb!_Y>BYh`|shw2hU^
zuJ2w(xG5Kvq>QB$`JYOfuduxm_gUb_a-Y6Sr6%aFUO=^vMC=?YwWTDFJFw!zP8GZt
z7tn%sp7Ey+(!U7Pj_G-)YCC=xd@P)+i*`cE#J6hyBG!m$$?qT_b+##kE%}uwNGH*Q
z3s?dg%gA<^D7LBF0Us?Lws-ie(sz&$g>EQ^L1eFVZY&)Sl2~tu)d$~)S%O3PIukXP
zX=4EGx3U_9wVZJ{ng;E#csh`Sl#)bp5lGMp8GwpyfjZQ|j0Lb}=R~9bIG?+*WDTvB
zf@&?01Q6~V;~rtdmYH|Zx`}PNRs^H4)rmdbR)F#m^N(F1x*~o~3aKloZ~41yr)?d|
zPKR5iU_ccn5sYz6k6E~lpNs~Jo~}}zJ<JKt;$BE~Jh!50Sw#+D)ef_jIHFtmA%J@)
z)o>n!T?|ApX27tFr{C6K+;8=``WV)fs38-mdXM|#_Js5}ulu=)tArYdopdxg;N!K{
zSA{Gnxii|0K@yFwlwh-}y}J0Bg^dCIb^YN5yg&6A4>;5o1@$=(3oG>nOS%GW8dJOf
zafF5e>0G?bWvyf-lw1X4fN8xpoNfzpRrtEd?|El`RsC!XmzrDafAIyJFHuJJoRd!`
z)*Ec0s>4x#!;2?xY{Kai!B0n_0QF7i3PGjrPCzbfq5}KBi$Hll74M5vnE!!^LBWh8
z3M>auo$9;B!4Lm<fOLJviQWO=a7U<aWyd5GWYR#yO9OONp1h|)VP{vP8|)ujy5Su6
zvBRL579De+@-X@;>`tVaNDQymo%R;j$W-@s5ckTD8-Skiyy+<51(m8OP4+;h6&65E
zr^L4{BZ%h!Jtx*S!X%Vx){VZK=a)9zN;H&L$Hw(zio3|ot|;oTJ^DtRjz#NQko$en
z=C*tzte5f6Hs&;x`;){GxQhyD$N|B$An2~#&}{CBI^&>)b%nJt;Q%BR7D=Wc&ewWo
zVnChQT-~bv>M^;qS9sIS;>d)<0T#5M42~kE^`Cs88a`+5&<5MLgIlt0`HQM7@*uqb
z69F%)p(9z65xu4h49$d8rNPXBNX6H7s3k`xGv<60GaGcP{J2s7o=fEVa#u)Vy$lH4
zNHX#g=}F$3-s0V?mZF=@AtXa>TOiiq=L8y4f}s>D8R4Kgn?=NbxEfR|t23if*Z7#N
zyH=d0JAphtmH2kcrXx9Qvv|_;<zBXe!~AHr?yT%y(?%M7uMB9{=azZ&!H12{Q32Cp
zHFvB|nMkKJ%GVYv6y@$XV5N<RR@q*!WS3NN6M;@QITM}IKvY~-(6{`H#Sw8a^+@qG
zRdT`fyXG2f%bwT1KJxb1ePf{ynkf)QQyia@b1QK>2T*K7NrnN?>+o^X_b@)a&Lm5g
zx{Nm54gfm`UFPhpIJPQw^IS=4j^dryh1(kr)Pz^a@oGa_*MKjTR#uogXg?}_TV*c4
z-u<y}@u{0#SOni|{w^(dkFNJDbLK1YwfTqGR?a<1g%=gafX;b>c6!WgON6<|ZO(ks
z(iHrb&whNZ@1mECtO=b<wq65LldT_`rMEa2>H=YAgE-Lb1A@O}VvL&2l;_8^Gk^*8
zitTdiErClzb{@F=Oh93ZLVv!%07p~f2xHtA4%OH%_6@|o%9nNs%f@*k9CS#jz3j&p
z1D`Z}sEUtkHIZDE`0xg}z+{cA%WEDK(pg|;yZyS#j1@VzJ1i$}@UYJ`#E*@M|14v(
zTX74@Vx|2XQ?wbE#G1v6!ka+|v%LMs;V?{X(EuY`1W{vaOC0)WTs`%JqEX{O^pIc1
zM3e-0bmM9YTqY|5Sr!2u-Cy9(z|3HOHq{qHDDa2*QaGd%VFyvdAJK88#Pcd{X@02s
z4pBov2<d<)34fNe!QCYg10YX28M~OQ8uhf?aNo5n-r954Z30m-PV%W7SGx<0y*kPa
zK-Lj?%M(Xm%+Y$skEoF045TcZ0<zNs8KR&`3nW`9LYZTlAU_ANV~7PSRaj_zApIZq
zd!H}tAo*G^tBjD}NqoZAn3R~*UYAzEa;2t4^@=h~j^!RJjt~7aXy!GQji*0oW4Atl
zF?((}V!Ac*lwxPX>GLzx`FXU(IY5i6!b^p)iG69Etp<o{8Up*u!I;&jOUy<&yS;z&
z<xGMs0vkrmqdt|xfKHxd?4rOOkDGMSCyEo~D|Jdo#{55hRC&t5ZiXR^e_~~ATkR@w
zuo^eP_<_~E(y>4}wh$xFUl!3r)uSh$fXYLI*Y%MN40!fGEL{Dq%WQzFDWAi0xMh@d
zhrp-X6A>-$NEfs$00waX+vZQ=r2l!gk6uh=TZ#Q!34eu7$_5dOMoU*%HDxotd==43
zTFjn=MY_+L1GnrGHKtIb5bI9dC{s|Wn~Xw+Ckw<`jwc#iA_K<7r$l-sCbIfI%4Qli
zMZo^=)#|~fOjit-qJY3bbc%VkUdezuUIo^H2nV+}nm6^a^ZTS`Ej)sE^l4ruVJSFp
z`&-}M&Y&&=Ga6%3tN?nu54+g&URRvckk@{O`(0@Ru3%g{B(WFNfNXr==m0*t#p-M|
zNp@<FgBM9^zUYrV9OIPe2Xy?~hx%mt-0r>g?l?Mmxr1t%70v9C&PLEEatIYZ%S35I
zW{y!pTmdquUutO4=<XqP6!s6f^#yV_t$1y-Xnc(O-@|il+|KpR_g0jehV(^pY%q|1
zX(Hn4qYCL=?*zp0(9PReLPFro2*eu)fqvr<c9F+tpopB_fir9K%Cga&6>vJL)w#`U
zY%xRd^g*0TX?a<94e=gS1PAKjn@C;S+JtF33WM6pc&>Nwl0E6^^y2{dzuqXIaLNuZ
zf=V~H1hj*+LS@y2w;W`_ku*cqp(^7SEUCK~wX3fF$3QEhWQ>N-<7;?X4FFZd`hXgl
z?B`K5D>%6uTrj~gx9GNXsNH8q>bAvdl72pJ<HJ-#WzXOlKYy)RSTP4l4-^wfPxMVE
z9j=EDLd^frA&FDM$1M!X2mP<R-&WXUIS-9uStPTPvEmS4JShDu+Bvu9nuRAVhVpNl
zE9xAv-uiA#_4034rb{)m{4$?sz{q+4C6<`!PGvxvO->Y5Li*&1!h`v|>RG%_EZHXP
zWXi9co6~hJ7FWbrbU*s&ecxuO=oVBJoi4DPH#7tBe-L`Q&CtX^79opq8crH;Jn&A)
z0CYMx%kUM`8t<cHY*Qb5bdTHzgXM9CK5akJ*sCbeA@ZaJ+)|Uwx$OGPh}J4<=wM%g
z9sh(Y6t|OlYTpG&{fC=?j)*|6TL<G*X7|RZP>^KB=~oUWXVCc-WrrvfV0-DzO8j;M
zhSQ4Z&4I4?Q|!pzg?+O|7xDFIh_&P|*!42Jt+iU9;SJ0H7h8Bw=`!0Huvv(L#+Z5M
z-s&V`e+>jsd<#$nM?dyjXsQocYBispmq4dW&LH_y&9Pb}<KFVo8&3005MQ4Y-`9Cz
z4KniHvF0C?QUu5=9VI>}R`m#acqzCK>r$H5{wiUZ9zY|$_!-xN9I=jdB<S6Ud%&Q#
z$Fwn`qqc|Cq(rC3{tsF2z+?#nEQz*l+qP}nGi}?Lwr$(SY1=q$d)l^b&)ygDHe&bN
zKT%bgS(*9N!0_iixe^6G^KQH=P5Jp_IUqwfbivIG`uv6c$Rq?ePlqbFk73%W7+Fx*
zm8-5chg$ux%<D+v0mq0+7VP9V#A;@l!7f%I?BUr_ZQV2tW{~A*V;tF0m>ji&tB*ZX
zlFNcYwvY<NuJ2<$fbwJ;ExJL|D1ep+=?Z&g=aaI9&dU;3i@fH)xZ_netfH8t2qL7L
zET@FxI6DZ%CrL?+c&tLL#6!qR+`L4lkg+liNNw#=2U-^{VQoGs&lW)IV4|=1t|Aa2
zk<HEVkjPDuzoR%S!ev)pz>&pUz?bS5kuZ{NE`{l-Rbh-gAH>YqmW$o3sEj)DBPM<X
zKL%=;Ar5}s_~Y!iVrWAxn>sDcGe3?dB@@d$n@d=8cnMomsnE*WvN$V=ld}fk${4ab
z+RH|wGVoGSO*%;!PvX5g$>c=$Q*{5A;XcQ1+RlR3$bZ?-ByAymrYEh6MH!5K^--gO
z(uhAM7KDpD%HR$>GdF>{MWfIOeZCO4q@?l`*e&A`dP@D<{$f}t)xRVEFT41=C79x6
z#usXb#!rD)pM&5!?+Rc=IzlZLPa6{AFsInEYrDT7o(N`PT>}UPWW~aYu$J`p>|~7W
zIpVj+H!u_=J)vWAHH|*zAXc2(a3VozoI#G1{jw4Q@JQsk<ZnERU$XcRl)R7}ZuDG*
zmPN)?LelI*3JNA<)Wr>j<SXv1AR{;YX5MvKhMY`JWxuEoKk73w#ti!DIqKk_v+?(o
zbr|-*kAk?loThl(gO8pw>^3Hik;9SXP0UkE9lU!hOf^_njjzg(aeQQVpd>BS?6()K
z%p+T@s+PW<e)1cMi7T+aTie^0BC$Tv0uv9>pf4~7nPC{7mD*=3_!Udu38o!SC&Nc4
z%1(Q}m_@381<Wm;@f@@`-N!8+R130}j916=j*tRQRnT)lVX|>`zax*YL-oK-y-{ns
z38j}%w~dXPI@+BE5!+LIHd~IA*|Enjf8MvJEg^DZ;W<mZe|L3a+^}zAkLwfSapZC@
z@Q4pKp`tqu;r#(Nz~=RVDFFw0!POsMns68+ebdCx5a#n=ydTx*QbDbNDV7|KuiMl5
zQSJk_$1E8{8wl45g3N@Py^@ZT5(wNXAQ<H(xYwStT8ihlff4_-yQw7ufPWzK-qyc{
zwflnNx$TK(_CUKg#IZQq<9eJ*kZB<N*T9Cj`w&PYBO>md75bN1$#<mALI%k|IA*3O
z-0oZpmy}x^hS<o4k8O9z1RbexzQ$;Sc~>CqT>jNSfP3D`Peyu?HDX^P1%y_g;qE;;
z6hd8eH$}-f+WC{mGHYfS<Mz1EfwM6taN)~(tMN|QAtij~TBdfeG1!#tbcFrQ7#Alp
z&#vfn@wC#DR=a<e1kp@ixdH&_+-Y18s6&)kcj}eoltC3vlS0&vIgI?5BGdagIU@oz
z+DP?zd&_#`(XJ}oD76_)58wI-cW^?H|LeQ0()Lt{gnG^N<0mWLNXtKN8DDaJ4&@f2
zY3`z8q-AH8x&x1VH87cno)v&DpK*_tz2k2_Z1`cr)~n-fyn2T#LS1R9d_KUulu>W}
zzCO0OwVK*e?ZX{(H<na0*GJ+0GWjzq3@w<yL2_=OCAR$O{i~8`h2o}Z9qH7@L#U$J
zQA*PC0Wr%bG`A*ql*+QrTefDCSD|~rF3?raEXuBO6p^*O%Rwlg$Mj~8g}Lmh%Gk?4
z+)$a}EOiAZzZ?pSK{YWMdmE9fT<E7403A_ySMvo52J)b{e%<}CbVBQ~@1`0QBC9k8
zb7;5>NYi*L(l^oy7+VzLJ|}jG>7S~yK-@C^giaLcMrCa-pt7C)c)zXmc<a(wXKe*w
z*Zi$Q;4`!{$#l+>c$=1oWz1G{!UJj&j8c=`UKv4DBrIs6l~PAnFy&Y3`u^d!S{ehd
z)${b_E|uT~F{JQmOe8!VkuYJGd&MJ)h;@jUEay9UKT^fM!=B7*?`rO91Toy12e1rH
zJ8#$yzD{I-$~ah2lUxb<2^ob{TEXfM9F~&ajj-zG=VU@6G2i}9eUDz!QjM7Tl474j
zSUdX{45o}Mrhpm0-EP>&&yBUF{Aav<P#!kiNR~U1O~dc_jsa{&_(^Kw;}fOu$Sw^y
zblw5e+U$!1Hr@Q9eegr4(BHYEss+G%j4u*RqCU*_8VPGmo__(Z^AsJ+nz0Tt!)0sH
zu|KoPU{cf^-c{@&(drZa^y@d<Poo3!#!*9CCkreXc-570OZqU$bFJc=Ubl`tqmYZJ
zd*#y-{w{+bEQbKKvhSc5n8SA{4W6mvjx9gA&tBoLknDbX?<b}@NMSrqdd#napK-j}
z*8V9cz9ZhY4Pb4(aIqc?9WjvRk_0$)^%%b3)4keUyk!@<%Uq$qBu_X?=zB*0+YSdg
z#?Ng*eWK<+e1f$4(jr9tY0VKg<P&KJf_>YU7D!|vYX8foH86m!!1z7~1oiP|i2v2q
z&p$JMAp}We!2v}Ez1n#`6$SC|<^XRstwMY5er;%l&+e^_2&Rl8ph-zvUkq`s!`DTc
zjU>^yL<<aK&~J4#fX?H|GZ`=&w0Y3K+5U<4XQuyz-%BoC>ixta?0KX*?yc9(;Pr54
zUQ>Ne3x4&`7?z{tNw@|?Icx_Nt5lz{auVQty4q0F2s)LH$ZGp)An;efClc($_ov<F
zizTGlFx@Mej^n*j=bfFUBJFq+uK81nUB*4UfMDl}j-JvEdYpsd>Nm>%GwFZbnWL;8
zR1|G9YIfS~6ztQiGR>7-;d5B$oe;FuhdI?gX~p+Yc(!}OZ1+q~Be?_i&u{P7zG&n`
z>n6g7We4R1zV=x7q}G-JCvonJh`Daz&s(7>M%^@93g(AcdJ%!ad8DRt;9(L%FXX3x
zAqD%T_{}Ew&$(X|W3xRGPWA9hi>2n+1N-Z<%Ga8Y##JHLyml9^C;92^mqMi)f=WB<
zr2imu6t~?srA!j|v~z5H@wo=+u*#{6Px$$0i$cd{Gp)hvc`gP|M2I}m9m9Kf<dgPL
zEL}#rS$Yc~iEs6(7m*6U#I)O$EL;*#`X0OWh~9ikvjyu^|1G-T3TZv3=;dtod92{Z
z{Tt`?&*e2LP<8nG0QwHcJiR!#Vw+r_tDzcb5T6%2$9$o+Yn~3T5*RdSsU*{V)}BY0
z;c)mk<J^7jp%CV0tGN|A6|<^7)PZ_TAo2HldBwk3>HjC;iebO5r*#7u%k(o^nkpsG
zV>M70$IiGAc}A*}3~x5#mQ&xq|Gpevb6TZ?r7pT_PbhcaPRLZJh|WXgzYr2wLHpmf
z0|f|(rcvA>It9u8_1+UO;-?Eg(L)sB!fS=nheV8}>Rv$O0)vJ_5(K8UeoT!0M9;s+
zdFEpei>>X+!hTf{P4yGIY-b-UYABJPA)Y0scrhj8(MY8gtEG=b^#r)?H5X@Xr#53*
z%@-3&$3%C?XC&G6^w_k>Q@|s9sT5sI_<3wp+kw>2AGJ)dc*TL){1<rs@~Xs{xpaH*
zKxP2n!%~EPc<LjpHn#tRei#)Z-2ayL;ucm+gY9Va|NNyj=ajlYeBFEeMyTxs4|qC8
zGDu&6u8LO%TJ!hT_E%8gz*I-e@&LE=oq5xAINQPaXkpOuw8=0F1FHlptSMo8C1_t7
zYrHA@!FJ9%)E4qr=z|X#1Hpb#&<M+zeZlV;rH^QG*ukZ|Ub4JA4Rq-FYIf|T59A#y
zMvRwLMqYgRDArcE4u~C|BN#%!lv>9fQu<uqN4OF|qFJab#)Lxvb2LtcC9b<RQXH=1
z0;hsGud?R&aumaLa)=?z1?5b4ksHud=qii}RjKrsbDzrmHaQ&?VIK+u^%AdQ&;nE$
z*5zfM5^-rc{B7fq7s8Hywth)LCr*p_dCUu3Um6FS?=FnlXv*UjV7oPud-h-NWtlN}
zrzW_?)R$-fc$6+1yD`#e1y7>;<s;XtCq(kenpgGe$!nb!SA!IJ(vAbRw`E*^a<X-%
ze}}V~n6@s?_X~ZJujWb@BqW!q!n3~5tX4R++drO5Wg=$tv!^;DU>KRUFWK}`vX~+i
ztObcVJ)TML+BajyBCsjgxzje21nb?x)z1~AFM~N0?(P^`*3SXX1eB)Ay-wVk;I=-v
z2ZU~%EHVu*I`iNJE2X;j@VoCvKrY~wv{&J>p^0It{Ey|>SNN?-Rb2ss$*fuYnys+U
zraY)hKS*IJp^|jO%U6?i_wQ^=hE{i;hYx@)m|0T!QiE?Ol^l+(Y8I$Ja+H=s#v)7^
zqklyvBH^kr2cSv5F_zl}R71GUkAgnY#Bl$bHlXO$tm6G{r><iN+*A1J>%%v7o@Nob
z8Q~EN__>|W<Q5<L4Nl5MhBqXxoW7oBJZr&?O!!d4i^7?Dr7A=u;cx!KNg;=KTp&^1
z=hHz|NHI-Mz)HB@5&_%aUhep2&|&0e6i~B;X&|hkvQtm-Wu&oA_MC&h|E%qADZiiM
zR4Dg;q@H}=GU;TOy?FW4%OI1;dFdXF60ksM2ZAMxH&`_pYXL(q(7jQ~tA1Bj3ps_O
zw4=yzDKm?DU{t0i^}DiMtDAI>LJ|r*-fzuy1y;8f%dR=&G=X0w4&=1g<u5bx9Fyl?
z_FG4g{W<9t3TG&y@JV~=hgg!?X2|7^h2q<cs>mv5;Y2WnVYMao@H>K-1V5G0uOcu9
zCFD@b{A(6ym)y;fb~|G&iZ~*h{d@d{UGCrtiwd!)7Tm)LX_8SPc<G@ojQ!`6Bkfj8
z1C8mA7TnB`i3s-OL_#qV1Y%1xeSy`l6-qBCDu&3IPP<hxmq6J@!oNs|_#_aIM3AgP
z`CodFAGg&&88fL<uDqiNlox{v!UGx))^-GwJ8GQ^X<SjqG9DAbS4CAYgGbWr$N<nV
zzS}(gspOsjq}6;1aQ=b=62Z|iUGllc{tL&%=LrVWvmdI!_`+bbz9dMrA!{x5L!mw?
z;M>!fubo-{YiB+dibZthC#>2f<wT%XTP#mfp78<Cj_yGsCccI^Csk|DJ?}N%yv$z)
zhg0+SEmdu3KX5gi!z&gyDt$V;6IdZkf9~>2pB7aydAk4xA<se>iGxmoD_|x5Hma8{
zW}DvI0J8L_U2LymDw=r)Wf8hnAj^6c)_92n?l*iSmt%76dRX%vPYmeq{=Q`dE2Px3
z#>B><irpk|aP12aq@fFm*VKXCl}5-f7AT2<SRq8QwRs;_6Qhm&wlHCL^T>nOw-p+X
zlnWXMJ<I;a;%pZzb`Cn>WWLk<BJi1n^%CkhZ<nyuHPRreG)pG@B#i1dw^(V>g})%v
z#^Y_jQa|c)8)St{QY#OrQ8_mVyTv2Ih;bF<2*(QO)CHC4<>V}gN<a~~4zU)D5Ccp|
zIbDK{=>KQT2S29z6xmH+joK2!>0C(#Rq{jPo~uh3ANP|FaE~1((LQX^;?dLhF)qgF
zfkRGM^=1qioBy-k6EiSky4F6=Fg*C8pot)L7=jwFmuAx{>M|c+T=Kmc#+Tqp{pc<p
zuC?la4PbfBZ}j)N`K_l*GWg4tNxngx4R!}>nzy7EK<8`P+G9ux68lhr0D|0)GaE1K
zg0dsNei4Mzpuq#sg&HxB`>2Rb&8HFDtN1|rG^zghUMTv$Ir(Fs9AIz%9zC4*>o4kR
zlfUO9?(Znyjw6I^khWtA4@L1TjGK?7eEFI>5Zg+BL3z@bDEo9dTN3fbbbl#IN^}c#
zxASqx($p&`!kYhn4zi8@N(WG;^`dbux|K+4oF1O(ehF|uUalRTuXP@}4aHaQ4dpa#
ziuMX<y+#t@wk4&*6nLG=DmEVDAXP*wI0Ws4k=g7ur<l)4WiP8i;L9ZRg9{u}s}T07
z?9d1IlJ_`M=>Zz|2e-4ZJmu4+yhc;*s%R8cpyxLYP0i?qd1&X{cCiRq`Y3hF*(3Lk
zErcac^sW-X(-O+(zLpEXUevN!FS_()ywx$mk4Y^BGR=n&Pc#3l?FqkZcQ6_)owURz
zm3D|wuNXXZDv2@(MIK)=-0`-wL7?)4R*KHDXd7$TgA@5Vjmb>L8@unMzkCzYS%=vl
zLdf6dcl`9Z<l6t9BWM;a60v{`m5-v_Z_b?)X@v4~#kBI2{7SBCA1ao$B^Bm~)8oS1
zmH!g8KGt#7*C`a5z3?W)Fo+;v#3j!U=7>1^FU>%wQ_^^K-Z?V>MBs(!WiU|3vka<@
z;ZAZfZUq$i$^WyXQe~6c1N%YLN9U~~eBv(pH5Rfy-8GFxOSGTBmV6<F#*Q;LVB$Re
z1D4RElC@1Zo7-jfYA3;*nWUC<b02|WCK_h_E`V-5md4}|Ld(dCTuFi95*}Q8r?gW5
zIqm7$PP)yzUd(8-T$AN#x%Y31W5a!C`FC*&cuTLw(jthm*X@U3z#}3n3nL1@5ZJ27
z|Ml9pxS%^q)@+*s6*<b^)4$)Nf2t^j&x|C|R=F#dWYJOJSW911n(<qUvd^ST#hYmU
z8oZ2Dwg+E#5^A2*vh)Jj+y2tvhtjUvG9S6FQ-AI`A5)$RikT(2Yq*;-aey<D*E277
z^O*avq{tXnAJSW>sE(KRd}wse>1D!W2<nX%tcPeu8I$C(BTXn+i1q1?DJXGmC8~>H
z2&uF@fcS>CHf+2}X=2+nWvbbHrYNd?AT`3rux2q~43tWs1Tb2m>&VCv!7kaQQZ8`2
z(axd3EdBI0`EabJf2caS?_bm{&;*I|Vs7=eDB?_Xl@b9fj)NOi&fsQn=+sPeqy`O?
z|G{ee?3A7oIh!wAgi=dF^*t~&fUml+mqOPybqz;KLX2B)j}!^6J@(B=;28uc{gDWj
zC9xXXq0h3e{b==sk<MlC0G($CipXOM21rCkJxpU+y?8E(Ltn-D67x;KKciNVeNQi>
zNDp0;N@f@$JU{D8|J<)sC8fekM96^!gONvJpKAz`*;H<k8ml_x-V4h_&6JFx?L9%&
z#K?6wD5;cLfU!hx2mOwflPdye8J!f6j|fWCJ2)^wEA;e{@FZ!7``*uc#f?P2bVFs6
zizpXf1cT+-W5D5OPqN4xk*Z}R=&>74CdIbFJiHk7_@)FZ;`KpOE?_4Tg8IV=QH^B0
ze;ru--VU-PYv%IBWh=sNCO}wR=IZzZJyBV}ypBJd=Ih<OFDA8YPEdHQq|SXlLFY@e
zUyrtcYMb9t{6?5Ga9!T+S)Zjhz@d3`qu~s51-7$PBsN8WH}X+3m;d&k7JyX#-5<QN
zxwALD(d+Y8S5+69!y}D{$_?d=OG7CS2&A-;+%0TcvFw&-%F}Y+CPH;+j==4CnRhVZ
z<!;|hY89bzjGup;OYA0^5ad_RRU$rNojPAOyEVFdkTKrF4nHqk1bp{;ktLyecn`VS
zTYKvtE05iabll=p`O%|@^SixUgyn=c2)o2cKlEu=bFde>{5C#*aI;JGhR>WdqxI%T
zbUKbT4DTyW_n+41@3bXe?IIqm<H^WJ|0>Qk<|38wd^Kwg;%;j4D8%*ykD6Hih#09e
z0Zwrwkdv?{+&bKftBygc{~22>F+#+oa@jcVhdSf#u`Iv+xU$m+PVj}=O*0H5TjQO(
z#*xtgps-mPPj?=|*+mzqX90M~!OygR<ntx#G)zZHuIbRk85)1imXH7~VvJv!=tq_>
zag>v)n2qFD$%*9Dlu@JKmXosZ3hqOIS^p4$hOMdOm=Z4BRS}o2@eWA@t0PxHL->!+
z;H{!oObp}051TG@qq<^QQn1I%ac>Gc$#beF1-=?ChwhbHTdO)sL-7`M)zEGUK8&#f
z1YE8wgw(jk!$zLcOb<j5t=a~e^RSn299I4c!#G-Fc_L~Gqtnf@__cg49DyHwT&TWq
z^3SqN8{r!?h+!KkoUq}{QGfkdR>IhCs$+-MEEGzPRBCV~kuOfc5U7BoVkLb+W#NaV
zkPCcTrLx8HmliUnLWnM2!)bzI)>ieHY1moKQ)t%DG{onZ9R;_Qv|t-4y<CD3Z&8*0
z{P^G$Ip_sG{#=`bFdT>mWBk?rBiSmQQBPO`g&6v`o4!&a?K3C=jg=PSgkuz}Qo<(*
zM&mTqTROStcwn*}UD5~*s)}5mNg}#a=d9cECIT-n6X%JR6{LAdMDfje1RJWb&T%?!
z4N{C!{{1lfGL2?22afRx2w{XKPP3o6R67;!;AntldyJVExPHa-;WMP@d#v0MyCcUh
zNOQ+n#X?-HZQc1wJjKvdfr+mmU-D6kL9Cy6EOGu}J~aa=_u%Rq69o-W@uH%aZzqzU
zlnM6n&6DWl$&U&;tNhN@8^&z&1nJEeA6TCgke9mK7DOpT0>jFc+wC|TYcs*J{{dyU
z#-fZDN<J7aPVWZn>>u`!YLut<N*bdlpdrLXjYybp>eJyHBlQdptjNGz=LyC2R$iJZ
z_)ZSTZz#R85&0otq)0!HQ_N}^o==oXFPS@|iEu@o{MD0M&O3B}sx&(5f8CJYLlnlm
zk+O5H(88I_k2NMs=i(!V|NfD|6gNzq^Zc<&_SYrf2Qv%^S7^3L8Gem|=ccmNJU}t`
zwL7m2ygJ{h5;ctFF8pc>v8n3!SL@hv@rlq;J#WyEB;cfb4lW$tz@R<eiWPo=i{Nuw
za(A|jP0)Q-$2I_;#^{;XY7G(v)a5GCj12y~nO!A=9Bog1(smuH7J7eY-ePtGyvKZm
zH-A8yYC~lUu)Oy6=oS{ZeI_rpcBi>pU_k<KTIiL{ke=|VxK?SL_R?f$i}4c<+#nep
zzAT$Ib}k}T;@;A*)61oqu^wT+g|)$7RQ(9rgzm{M8TDe^0LBx1U0oXSy;4AU?(rnR
zl(rMVe1;lTK6e);^mIN9R-@`CI3dH74`WkMKr;d*x97-5W;rT2@4JjHX@yFLg8gl{
zp}M(|D~U@75c!T#ccbKO{3V7@>rt-&v&r0n^=~tg?hMS{$}Yc9tF45k226l^fRV!^
z<MG)*;3QzFTrGO^P^ega6<Qm0mpYR|GAMl4T&rRQKK?HbW!*dZwUWOZ*XheBDG4cW
z1{O05--T^Xyp5F>^3sHtkC2Vne=;xMzPWocmF?_g12jZ&j;jRIx)sVp;+dovCy!~c
zr#fTvFd6L-ClbD}*f!$=DK8?}hV6b}$6Pe#tq=N1%k~v8E0fz`K5M;%^4Ova;I0hn
z&Kt{IyIq!7HqHSkNCJHQGy(UZI!=1STUgfaMOD?dr|3|ND$1XP#wENY*P0wK@S6K<
z+Bp&O`n?IABk6%LBOQcRbZyFT4LPxt|Gq+=*hvG40nUaK#2@&<dWV6;B!6Ux3RxMj
zNfR@(L+}UpJEgYs=#8;7F*mb~BXuIzqPL5?QDn>RP)>G=nv^YA9*Gi-M`x)U!@Q4T
zUJt}ttwFaB>QQ#MC&NeX@LG{s{w^pnmYH>x`=$&FGl>w?@np<7WbMK@QC~5QZ<l}<
zj$(o964_P+jPgwx7AuL);Ji%5zH5kGE*Ma$5W@II1+TQJKI%(M$NW>;LAOb@-1OHl
zdznHrAs%S@gTL1i)gB}go7A%jf~3gzxJCVO8f>l>6ye3_2eeEk;ZE|Kk0!XKfbyM>
z?Qf>+Vw)S;z~_g#Tw#b#P{_(~ZpV9XMy5lfjq9&S%ENnsF}{@M=_x#;s}rDx0jH!H
z%1@{#Om_1ls;m0d{<4Ie;h*N*ig<mm{*fm)R-v|@bK9t9P`9zZI&yf#)nEhB40|CS
zM?UTRUMZ>%Q+O;*p(>ZY^)p?K$u!^W^FRa9w=cc)l2lYrZjn%EMu$A)^QBRxTR*ln
zc~J_l`TGt1TyTQOK-W<S_7c-XDwLG42&Zj16rcH!Bb0%TFVlEDn`&hPc}C#2IPT02
zIAl}HiTajR>#1#vQ=+i5NB;bCPv(;2kZD**o>ce8_)13zZj_qJKlHXWEpt#|jwe|9
z!t8y&Jp32F8%F&u7BkH-wxRJr%fE5>d%>}1Q2j~>;adOD^7nmyiP4)$c~d_T9;lvO
zUc5RF`-I4A3FlOCbuatyDg&B$zUKe5)hDs0jefoqHZ5<A|Mjm%Yq+fcQ9~h}w$spQ
zu;~D|9~CiX4J*+0{Ro9lqt`V?v6LGG3HS)ZV3}$MhrP2WjeiOiV2gtpC{OqJt<~Sd
z_lX$`&$<`L7e)fw%Y=1|ceocN3uE#1+A={pw}ILF$+YWdg~v~L&Z&k^{4~N8x9^ZF
zIZAL3H$$(lwGJit7S>BniOi;4cJQ}T=>JiE_A%O!1!-$DKsqAWMOxu*IJj|wm<-La
zIjxqJ;3FWhn$b+sZ7^G@(xMruL!W=-o4Yj<7T4I_RHzox>;^(&wAj(W%G01;F(c_7
z^F>nrdlooDmU`GBHJAKx`CPN?>j?Z%4aKj96FRMXdQ;uW(|N`XqCX~bqOLf)o=M=D
zp}|g>yZC!-XbxmvqtfRkf8~Zpm-c*Esxu-A^0NH>3^^Zmd2M|bf?q62EJe6XukmgP
z-M0HjQmYV1TaT?(;@N%e3uO4^f{9O_6#wue%Fc2m;gJa9Yvz{3rRel#j~wT=UdhL;
z2f1S>%-6#t;yGO?6k{kb>P4a5uaSbd;7wsc+eB?cy<BU-xhP7)^pc!xB*;aOF~QU`
zJ(PxECn1DS4ZJBb?^4GR#fvDa8H^AOPMem)5Ng;K_VNYW-vDlrBxXwcl6%vv4mLl!
zE@}_8e&>yA=P8s@t^K;w>s&I9(uH>Jow@|Bh4;MBGlqBgZCq&i2_AG{E=F#=-8GA1
zg*BkfKV_3ekMBu@>z}g3N0GB>6&g%3Lz-JL4)(0)aFEahjO0)shAYBc%x%CX=Yq7v
zGCW-&AXYZtFY6T{XQ~P5XUpcINDr;k#1Rb{IH^tR-YR7R3AG|OhP2^qjZA*aSdvC#
zX)b0C@Ca@5geJ5>Z(bHKtSdc3Y@o2TR{jxK0pbc*2y@>5&kl=0&o*qnejwo|Yx}Pj
zF#HGH0CC(b{281U{UM@xy4b4hPc@rQ=}S<zuWVK_kwa6aSXn!TEux_%=<x8%-w};z
zTV}uNMTrCX7hexsR-%FhC{NHL4R;h}Mi=`7XjT|n?{vC5@ykCag{s6vG~P%HZ_LYd
zelL&RB=8ADSF1NT4k-N*;pZPI&icN&G0_lnfJ}M@3>_IkPiFca&uqejt9@(Oy7ym+
z)R{9;!;2ct9c@-*<L7eh5BQfxiam2}>IycunK|95ju^Dm^D<pAmQH98j8N}*GEH}1
zuym;RNe!QioJVf?t*)Hw1U-)_Q!>N$-=daUEx967{bqK)4uLSJl=i8sy&ui=GgH@1
zma#${E$AI4a~qC%O|^t2fC&~vg%1$rsIp%wPJ+7i<q6xg8AZ@h8|sU@CZQNc%CY16
zXqOR@WrxxgMy+_uu*HWrl%`Q2L#3W(7X(kZlc`5SbC?MA#y-`k05D-z<_@TA?HZfc
z9M$lMjW!wGwM-9b-33)7%!W~w|HO_$vc!!^Y2uNZ6Tz?{uMSHlQMl0Uudm#8sZ3cg
zG!2|PVAlqZ>idL>5eX51Ukq2L4)^AZ==?k6D;!$BX(kk&Y&(KX)B6qwm%O)6BcH+P
zs^6QQj-T)oM*&4h24fmSaWjYu`O3oLd6Kr0$Az#0ws%EE5P41<o5?1r&-JAtB8VZ;
zRk|jelumvV1Z%*$R+hvG)~XV{67ay;9gd_mlGhd8uBqSIpf&`R?*lT(FwP-KxWpvF
zpB7c*Arv=nF;5ld4yo+BiAowt8-h_0tSoX^Fh31r9*hv}GkZ=NWc}rok=$5ow`R&t
z81L+@B$~3EPe%CF&7N{c5nsPxIS%j7@NTbKS%n*Ud7r@(DA6f&A)&Ous9Yrtde+vG
z^>@y(sn9e_1vuvNpCSuv?x;90RAdaOzi@7N(pKMo5grm`tT4a(Am8^IOp%6-P5p!5
z!cDyD>-{CN!Xo7CPyMHQVp|u_Fq}Udzt-HM3z@miA-m7V46{v%$^Dx(Pw5nOpVIoN
zGS{SSm90(^>>~?k+|Cu!=`~zOL$9c*m8=7GIrE>?SFEGu`#!kQy`r2*Zl~qjb2c)9
zI`U!0)Unk5W(2AZzDrTFO*EvUhKMcXhLOD@+TVf4dBi((14kinS#KA4N^*`mLR-Vb
zCdE;Dxu3!+j;ceoL)4N^Xl({=<~2HZB!aG3Z`YDz3aX>ZaFOy#L1p3M5twg!J;;V(
z?!a(nT!&s)%vLB#W@61Fo1Bb*Xm90{@7rS_8)nC35qm5DG=e*~x3S`bFP}@JEpiwn
z>i#mnMun26c>m@FBbiO=U*((!gPq9FhwbPBvrW%Lb>U65E*7z@!SrnEKdUN5c#jN-
zA@)CXaVq2X!J6yQ_&{tMn7<Ql7mcaHxJyYR+6QW9^Flj>612wm*nj?=NyXEhS9h-V
zCjd`QX~p4FfF)-Uy-B)0FHeSxx0juil6P8;Yd2zZnp0_G4E<fwEvUP6SsEz|)-mV_
z#FU~Hj<5d$Wim0W!p)8)l&IpfS@wj-RYX1MDLX4)t4eA(FlmPGW=X@1<0r*&Rze4!
z*yjiIf8lC_iG4w4GawJ>SG%>O{gT2G@gV~ouK6F`G>K9GHB-E@J=OLYeTpw1R6q;<
z*uo#drIh_wt^=Vv-GAF5h<9V0z_G)0UWO9oX_FfJYVTjWAlWy^`YzULIBh0<v|0&H
z5QmZ47ZB}zM^|9HYqP@8*PPj}vbL*prwZB~bT;J1i!(_YNG<K?w$^%Ol*`e2cLqBJ
zSY*+hXOZCAVX2ur0`(O$g36)o?u;bTVI%(B%B0FcwcZSI2(<*D3vV@l%nwPuk`{cX
zJ3u4G9JheafpAT?8J>%Ea0_H?16L*Vu@xLz&xzB%8g-z9<H5R_?C5XM61FaWy(ET5
zFegVW!BgW`A5p))tbeunBZLXHt$IBFQSP36)>RxYj3)>^uzCKTHZqe93Bo&|ENVZ{
zV6?=dBQ_BHMLk~fbGESK3(s%pvD@@DIuOf@S)1Ls;RfEYr21evdTGrIoWihJVV2;!
zvXQ67lqj~PnKg8eG4I5S`#5&^5T?PhDLIzh;;i*r`Is6yqySvhjgbUyt$U?Q5wR<o
zlve@JeZ^!#h0ViE=J?!6^LBdEItp%Fqw-0BRs?0Cxh)}xK8iooZTHuZAPi&wmAnD(
z!Wl@>^&~J6e1o`il-iS)=*F=kY^oT63W)f8s8x`51bBqcONhz^prED|!seg1HP7l;
z?@tKmp|FHut;F%6Iz?7thf46FRF-qWIZZ6THCBh_zGl_d+4N$1Z<6cY)BH$crd%;v
zE@Ls8N^k6(#B@Iy7I_^R`zI8cH+({Ew`Gy4?7=ExW`DDs82t_ac5t>crzv}|xKHYA
z>t9qlb>zAAllX3}FlUQjKw<|#K2y}ETC0$WE|I`5QXC0OPJn;LHr{*K4><=kXY>uI
z_;l8Lx0*D~ja}LscCFh+WjC!hha82BBn>?j9m36AY>t+@6|ZD!y1ggG@xu*VNT<FN
zbP53RzS$p$1-W?+XAc7b_sTuGs;MIqUBvnR;#*KT#j^yDB0v~0;xUlW<=@8Wurga&
zLmXTs+G(u_@|+s*NY`*Rv^k)56vNM8N0&yV0<G}v)*@ZlxSD7P${{2L#54QNGP5^t
z-g=L61dL*awW%E(&<b?BgR==bucNY~`+Q0s{Bb7uR6n8m#`-!#=nPJ(jq&}8^a;`p
z<7u|vA}0*=ycn-EL5VppdJTzAF8(-Rj-ph`pqP{TNzJD3`C_%lkb?1E*oBX3FVZe-
zwK1rlYeRzS;4kCn_II!+7=i0#%5b|Wug<`Q!ggiS%`uqpk#IgmeiuU{p}2Ec^HgL;
zHi|li74W!*nEonPJr<=}DQ*NmP@rSlXrEmrY;%>EHoB}Zc=`x!u?7RPkY#l|!89w+
z(R;u|Yv4-shH|z3>I-25Qk8$)L8NrLqh6d*vo}WU@hUj)+nLm+C1B3NM)tm9(X5!E
ztZf=Q;Y&oC$405gJ#%UtM|l$`=Kf<F?B5VuA=n{R%DuxL$RVCmg}j-D;h8r$Y>i3!
zaxgLBSN=orOo6Snxx`CXgIXB(b=y_eaB?zshC3m$eJrcU|3-#bP_EX*gwQWw!ZgLd
z<ZrjqFTzNh6(%pT4*b|LKJAFcj^U&<ZY5b+k8m|CI{p>(Krr!_FdD&hWKhUh@;n>I
zq2~o~?CP$N)5HIfI{u_BeuLw8gObaD?P_xBAM?B*Liq3fg^T*gGOSF5bjmcQTJLl`
z*M_pv=rKD#h~DM%e+c&b>|5)^zi?0I5OH_dZA4h_2<bZ9{vANGRVZU%HIEGP8HH)N
z*@~wG(CSstfUOmTT5Z_RQCn89c^ok9DxraIm2c2fVzA*2WthG@VBprpzbxz*#N$%f
zk;nqod9E)HCOV&fkk;EIOwzY@Y1z`FnAi|jsm2Y0jT&wv;9BGxt#~<FcH}n_ggV$w
ztl5p54uZ;f-x7Ip^SGlhlR%DnClIp0ThE$O1{=uxDUIM)?sTe%t#GsQ@${I>+0R+^
z%k!xrGKQs?<|F&I2Gt8<qvWhMiJ>6dHH7Sa1yg^rqavJE3afE{1$P=JyJt66NVykP
zK<95$nSQ0a%5jE*Xk=aJ<aTLI1L$R(I+zlzxPH~@8J(!zx(bsHwl9f5a`iYxDXlp6
zPQMh;;`nf0h|MuN-pm&BTO-hn#@6YuBPOhkob}g#z9i+jitjcyMY2bX{kH45;>+1p
zx9NQ%TzU|npf7K9-A+QrBYAG-BFSj2Kq%@E<X&`+Gf&(P#qL&qb&+V`5R*O`hP=1`
zAgM}qpZ?O_?RCIe5qPq%=>R)G#J`~bZEgWQ0iiW(W$nDb&}K`jazkYSHdkJAQeMj#
z8LZ(wirbFK3)<GGQ_)mWNI!AQdXwvQbg!~&sw@&d>oCDwiC<H|5bZ!TKV12Z=BR#N
z)t%ND3qFyneC6Vxuj3_8Ql};|u=5K{QXX-5lQ~0(M0>n;VA4^etbBk#@Q^;ZBs!;t
zuNmS$vryshuM1w_$pX?-=8j*YG+c%3hwjOFzFqxlEI<6sAN^OUEOF5iKMVt<4VoW;
z(~u2T6k{Nxz~L4@&ZG6ejK@e^o*;*CY!O6AeCi!dd$y1TbFic}Le}stCnIuI$r*Cp
zO~b!jok#EuZ4bpDs<o3vHNJT7Q-VP9CLgNk#%a}rs(BHXkgcRS4Qj`*wAXXkgF28a
zGcwcNM&dXZu%~LqIz(6OnRD(hwSz^$i^p0^-o$p&-+GRQgKL?)de~3dc$ZE>$@~b?
z!|V>BE!zIO6Yfv##D78@Oc3;+dTz%xxNG^GUJ|T&gN()Z3dap@uVmMi><$63b(LhG
z^q}9qm5OOLueJ4#Y_=@?|EY)t^Jp7Lkq|x%->qnE@vAw5reZw#bbM>9{Ysg#wImup
zJz(dXarCm81}MM)15;>bnY2!g3ft)Fm+m=mPt=1#8Z35vOit7jc`U0%s`l;o{bHzb
z*Bhy^;UR3PpY!jLqQH;SEal7N^*UX|Ylnk`L+Nyh?Jui2`EG?eB3E}#pt9w;mAHul
zdGS>!*L&R)6%aZN=m4Ck6I_5YZlgG<_Ml&yz`_CY{>=drLqR6oT5#ovK*!o|ryYq_
z<DP`{IH(&msyLu>Ys!giY0q^DbB`o<aqF1n>Ix#pOBm|ag4_`4s}+Xyiq#CeMT9Wp
zZ8?`tH)cHHXA0<yhKo*e*?FatsKkQ35%l(qB7e#gwk%^&5pn5cKP#>MC}9^lD30X6
z>YVcqjO#%KR*|DK9pgkM4)08jRgtLWO_8>OphBn9ZY?n0kmk$Ak5;A-8bG;rrXz0_
z+*dvPkD6+3=gIl*WMl#OtV<=aZC=a5kmRH$ikb!8iNz~bye$clW~C}jJ`o`D5<gv|
ze+CIk2hf|4a(wm$txnDYg&mV^J1Axn?eo>;FQTTFibZQ;1<JA-$<i56p4E11?(y~<
zGB3N55Fj(z&qq)5=fX|oKnG{c1;5ahUh0xs%H27&1FOaf3GQ)Qz#49narDlQfcz;Q
z{U~J3cay$Yro>`-pBWa0h3We=kg@yzd}K=@GqM&@7N4xGE7=}lL}&UID)rf$%~uTZ
zs_Qael~2boG$O=FDUfQB{hDvH)`m0*;D>PI(m9gK41Q;y!Rcsx=0{(GQhy)LR>plk
z?riM2h%AE3xo|tLW&uVwhe||<L$&A7nfhni+2L~;16*kvkiG(~Cspu;ONYu6J7(I$
z4J~0Yy?IL-nV0EH>K0hDWBzDz{N8QC1A43ig$?*m%hU`b^LDr#nIMZLx<v9i4~ywQ
zwET*RXI^zyser9jj#iOXdLC#fZOe?4yoIHTz>1V~@3SWBNsC2LbUSx*H-^R3Y1r~P
z?kEDn&bk<b!k05%JiBWq%6e_*7oISkL}F9D?+KMH_|eYY!iS4zI+qSmLNyJzJ4x-b
z>8BE2+-wb^mAAdrw+kcoJ4a|=)&Ol|Pw+{To48!RJH*7744LLgb$y;0U-fZx*N%%{
zz<Gt}R|~y`6YOd~C|W9vG#6<^$Icy8+{6sv+hwX<$_*}$JWX`za_k)~nn33sEK$^o
zi9th<)Y6TfzKI0fj$;M&0RZ`#LBTbA@b@-^K|x0KY38!V27OThYWWO8_Qjd@_?#2e
z7uIvdD=c)#sIBmK=UQ>LEY2Sxs0i!8D?QA%WBJHdJ1fj{U;VkNSz85XIW)@=$2UM0
zR(;4=3Tbw8&I1Hk*dwOULL>!CvXU`I20ktpm#f@iZS67X$6VS;!VR2E!DN~o0=m8l
zI5C^I;!exJy6qqwOhsfg2%osPSI9IkwnKqa_?4nRn3vAKmF~JqDFC5!(24+9iKowI
zvgB{-NUDO=Pp_Bf8*h!C_OYp%f~=_gJ5at@a9bJ62S%B!v00K;EU~jt*VL@YVe!F7
zP%Y6myA_~<TdGw{@NS|H9WK!>UzAyFq8V=;s8AGKxpk2Yyos$qi3;iBOW!{ciu8pl
z3$P*gZ#L7jY=m*)wo*dM*gqCTK|1yY{PT+@$gv9lh6IbdwrooF*sy#~?8Ty305Wom
z=0@DiWi_gulYnemGZ@$V9!|Nc4x;~nSS+LRXjRRQFbPT3=i;))@yWn++FKr-bXRIy
zYzLp)H$M8xZ0~k&8~@>N)5@xp?B&tw7;jw$PkpjJfU)3H+FaihRJXxfPye-Z9Uqb?
zx1Ea0iaiU=Zo%haiA=I_IWt5{QL(d-<>?e3xc<sN1Q2?2OT%=R#Ugc-NjvKGqmRD_
z1|Sq@FSU+~CAPL&VTb`?ikc!XprbU4q9REOmX9}5<awoe<X7~q7XnY5CpqOZe1_|A
zohHwu(j;-2ltBHORGN%)S7aZA#V-g{(V-xKc}jng>ftmsu+dYQl&T+ekju;V2P72$
z9q(+6{Q337O^?Rc?CRQmUvHTD4{eiE<HrzdvmUpBQ0fc7Np<)==MJkK?H~y8LwgLl
z#A*7&)vs@myYgy&!+RQH!e3|tU;55c?CiYv#zThRtE9`+lg|#h5u}u@OCQ5!>z2dG
zZ1W5h4w>*E9wXPl6zZp9aEMh9X2hs>9Tj3MsVbP@aJQjC*ndQN5Kx0psn6A)3m^i8
z;0PhHWr+A&7X9oswHmndx`p)=WgGn=-2%blvi!8PV*<}ahQz^({}#0U!^uM~%aTQj
zLtQ#C+@bK>gj#Mdp;CZPBU)wflh{<tmlOg-VBd3kp;+Wk+T#EVJ^K>0@(b<3qOyEu
zrtJJ+qeF@eztCGogx=pljZb2<17=X%&ef~Z*c1OrA=u57kBp9^(Mvg*)b8XW#xC)2
z{i;!ounsV6=5z@m+Y0OtDUD?oN_#yv!$J;BEZk1<@GN1>pQ(N>Q)SaQO{y;#fxCV^
zNc+jma7hHNF&QX{TOAw!de|R&a>2Llk8SW=5X1xhAr!+oKkEL0m!xp4S!p}esIm}j
zm<FO34MKb}D@$}jJVJ70W2-eFi}4_)tlQ)LWi!0~wlM;iuy3HR1Cvc_)p&k?CBnUQ
z8vhJCYQpFmu2b~RKzYaVt}DJ?c|@{+0r&dsJ2I*UH{c@nFU`}0J2wO)TB9uqe>;Jn
zsVhl40<OH!MD$8Z0Ywpu-cj8-1LqAddbVN{M!Q=UuYJ#9>1^DcwAD01gR6983s1dU
z%6AzF(QVZYcI=XThT;O`G<IAq*NCgH(q-7zY}$?8ii>}10LMTC$t}BOU(XVo)B^O1
z9Ag&>n|w_V_U5v}Ekoj1#3VL+E5tBg1bCExQ+FZ2)#fG;w7BBN)t%EZ``ez!XzF@P
z>q#22LvyGye2(eZkMy@NJDR*H@S;%hKLIzT@Y*NP_I*6U(hV+&bn1EoT%p>O*v++1
z=o{>FxKUQtmgo*<(Apaun9whsQaaSL2Q>y{)tbYR1Kxp+DjP`{0p}RZeOcq@Cy#$=
ztIv?2e^_R|beadFjdwOOwf9gVr{03L%mH74CMV_({m2fu^f{JoY>(4$C!xo7L6*ha
ze?OiP&(qAjHC7f~z)J1qKs3ZwEvqo;>eS%&%eBK0QLx$)$A)pRHPi7b%`(aRX{)-z
zXMz6$CTh@M&}KNHowQQ78Mj7-ZTHL*id}tw2L>MR`sT>f<0D0JN>L0ESXI<zh(}Qi
ziQ|leHgR&W#-xJb`Rf>%yUvOB#p3H(uL_CrC2MSfE7?K{GP3R|w|L1qO2&|a5|rqx
z<-en9cAOIq4u2E?OS>j>dCah_cyNdcS$nq)DGJEc=HS96cmQCal?K>Mb;-E?dzc|l
z*{*ZEf9-4%1-m)f+UvN2@7phsH_>QD>I_D;AQnM6U)u|c4*=D&To*o+1p?wjUrGf{
z*DZ)n{b&64o=5nOhuG}_h6iyzY<#gL^ux9+g}gI*BjUfa!K6`3l?M$R5Wz-6A$GF9
zxk}PYg^GV!XFP7k&g@7w+6b`bhT?5PJWX#8RE#;i`Z{<dLdC4piqLk7Z~2Gzmbe+7
zrf{1gt}EBU4VpySN*tgZbSY^mViTIf378zZR$W>Qg$-sP&&>#yhuZ~e11IE;BZEp*
z<Hs!gp}TYfbcDVNjaWMtFw_k&=13Uaz6(MwncD~R2MM}CTgg6$)X7tC#E(iNsvvKc
z@0P3hzignD67P6*3qRp(InKfGFSuL_<=E9VpW~u8T@{fkboG-Xn@xaa#`Ghee}^<>
zZ-@C6G{5ZB?;>p7pfocA>Z<tx&h$*iNq^t5>b5i1wl*A4!z(|+rFG%$<6B^-IWP$$
zlQNw{I4V<rS~`V|M9rA=M)P$j%gxlXl;7$$Ow_DbCU0SOZ}mUW-$7g=VKfadaV)El
z6BHoVKg9LS4`_~)ph{}WBkqv2gy8<aj>PlxeCq#HsJyZY<8z~LK+n5kU(li<DK90I
zS|cLLE9?!S-e$=KJhel-n&A&xj&OF=k2wH!+*&ae3GYyZ;Jj{eCFyHA9oMX>%^yUj
zkv>(#MWB;Sd@8*L9}CTYeGZ`6Kl8zP*gUL`1VVk?sUw-{Cl9P(5)!SOI*IDZ^X>7%
z)KlXbJ_HP~(cf~wgL+^U?6WXm_6o;74#LHQ@!cfVL?3@;{B2W2Kt$^qPqcEfzQ2d3
z!#w<&_ahBFI<=@Xw3)wNw}6>sH{s$BMvSM_cGoHKDOwnRD9zs26u}0)`5-?EVf7D<
z6U(A}tfQV$Os78ZFXbrXya7a_DGAi~BHLZ~YRVaxPKH4{gq5?k!DTViNl61}^Flf4
z5jiMiYXk_-U^j?3X9(!Ck2_vdmjHx@-(-QscR#iymbJ`@yG__o$PZ!sOvb}4ooVQS
zXugYh8=q8&Gp`&jLQB^Fu^rg+;Fb7jnccL(DM}{9G8?ba%E~x^w+h=T6f|Rz(=zjE
zemnA^;@u02s7_IKBPd<vlxV*`M%$;3{N^}F;8I$L6&2rFGN*QI`P5%Nl*$bo4(tjA
zNDJT)sI70Uqc?y-I_RJ7O0~#J4g1f5_CQMUa`B&noZM506|!;S=M(OaAP@+IST#69
z%Y7D`TvD&x9yj&u;;8zn#6oq54UEU!7n>JTOauvl+g(#=q1GDF%6<}EgrxuM4YB$D
zyY`lj-9CLw$^uHvwcoC^dVn-y-fGe!7ZXyknE6H~myky+>@fNa-5`BJ^9j2dHuwmr
z{)P}Ma$AXcT4-^5nCo_|<?ik8caP%0i*wG65G%GnOx#6mAslyzo?$Fige3*GZnpQg
z#yZ)9D_mNb<|yx`TpkolHryx@p_29RWq*d05=iD?wKq01<bOwDo9Hny5mYbZ<b;)t
zq6+2Xa|!)a^ulvd8~pyn4XnzGP|Su2N-x>Fbil}+^gtiQC<CS6WJ}l|&8j(qO}#{A
zCvZMG?igE^H`}3*G)18Om9B^wm_W&>zoG9B`2zC7{k5@2S%vXin(3()>zU{wfFM2r
zvUC=L)Cf-CqSd*w3I_Hf=m7%@Y^Yq5T4WQcZF_<9Wu|Z9+q^Lg1D9RzdD&I7ilwN8
z)PHXQs$zhBS-Qx}sQl&Ywspry<1A`LJ6pCswXM~*+B5fHFJchBm8%&Uc^ngy!yC@6
z+<=Jq-&hfaePbrHGeo8v6P`6WDFK-M)}NI3^Cj{N-aV<yRbQetmW*M1BbwLx-_h1a
z(K$TKu~>tCPhboc6Qf-dnCj@}=O`y2&M)av=QcdMUEz$wNNHQ+Q-QcX_uixoVDWB`
zQ*kwY-os6&YHNlTM}37sGjHw8L3SeRyntM;l~HkebC4X)FNv5S`PBA4I75<7UN;Fp
zTrfx6z!KE~#TxmGfOai6@LS{MK~haEq46Ve(`yh7Kc$D;8kAh2J$n>56l<!e<Di0q
zaZ{37uYRQ`c)};zzWNwW?ea0s_%FKL2p>5W+b~a>Jn!{m*H}XRbqq_Ix*u@TP44Zn
z=x;8Qg9D4zm-VX-olxaQl1d#g2EyVbGg<+WgFN!{Zw7+Zq~O0zoGqF&RD1J%0}pW|
zcxC+AKqb6eOQ!HyA_9c10U^<1of9>|{;6gosR39b6RHDZM*!=3rE%~H{HP1Ect)?k
zgXrG>Nq@XY8~5qS^(HF%lz)KhXErBugtOt-(t;7W;AfHk*x>&3Q)Q?K4fB=I4V207
zcLlh%#-5=chBrfbB4Ln7X268ZM1G_wB|4ilr`0&rL$VDkO6NMted~#Ql7%v#h-0Ge
zZAp|H7$RazC*6w|K;>gt>H*l^5kBN8$^KYz*)~nGJgp(RxoLS)v<e;+d;9X?%MY$5
zt!eJPSIo4}xY48=URd?9H;&t~?(rm9zK~}L5(zpwXt|<u+i&n~gqcm*G>5t!b%9+(
zdqU(y=V!%p6#?;)irnfadtXd(V&}nKmY+Gg0l`yT<ww=}QgcQ8)NmcqjV~B=KNH=b
z5LHFK6|=#X;|Sg(gEJpqscRL|d0D?ru1yqWTys2y$_ehs2#g{{JQtx^>bJoVeMpX1
zat|7~+qXgSbKgW$noT^9B&a+s|MImwC%R})O&M-3HZ*2n-T2)7BIvZZ^vr&1Xu!Ij
ze1lJvRPapAj#b&p!@Cygov9y0h&jm#2t6G3$g5+xzjbp+zj3`bDf(FERR6^Wy*@^T
zl+w!Kq$EYBkf!7G7(>Ynbf&U>8y=EtkAz2Ci$bqWzH=y!P7z~SdmHxu%Q23}k4}9|
z@-GIivtq0>vSF?=<Xg+c{Xg7x_>!Vz5(5UOOvG=4O=JJf6kO}Y+WkkpZurNpA>jAO
zXSAm+9z-vSF#e9{_LaH&7OBc?E_kJ>lN`Ub0>tjiC}RjQxn8QaBNT6SL%+oTBI_Ny
zgi*Sny|HcEwr$(C@3C#$wr$(CZQGta$%m{rC%>V4t=+r2s;&w~?*&&e!hYoK!`4S2
zvj^nD{`{zgrER7nx9{JDY8D>G-OpGvTY<8wsejxfP)#Yerm74`CD_A~k-BXh!>W)@
zfe8Q4j{%f5o-$;VZaH&CvM~;an|z0;JnQmWk}<zcVk^WXCCpWzF_}jXoK9U16indC
zF}2gm+RKr5sMx&!1?p3M6K&^&2FjKi^k>42skBQf5ZZq#=PuuP=X;a<4A<GFhM+(S
zt5GK@p=%ck!A`T<{qJUOwdxRKiLKrUn03?h3iB)-AI|~MnKfggQS@q}_(|jYR#{Ph
zcB@X3ki&QyYGjv#zzFtP$t{}2%(k4RgzA41;TQYNo9~sYYMh+tssDlshwZh9igeHG
z1obeA6wr%bXB1;wy~#hda@pnjsyg)5nE)u&D-OHr=C>_66G|AaLZnZ$rTSr*j%@MZ
zO?E$hgEgWkl>~#N6*tm0H4taS@L4w?#P|<!Wohx<?y}th&@H5;p)DsR#^0d(n2PRJ
zsaqdS!aPH+B)v$_$a-WNidc{xBU?R->a@zCCXAA1i*5h7&WBCP^O%p9kFd`EQ_%Iy
zKqq6<#nsAz*}T<xaTd&E$pp{dDTVM|x>O=`?gGTvqVyI2K=u#}ti8kP&8s{tJ<)oh
zT_B-wP`qLJ+x1Va;J&*v!ob*S4~#BZf)Xy?zB`5y?vb>A!w47>(w49^O;x#xybL?o
z0)enl$`J&>XZObP0ejlw%j&Z<cBgEB0t&R@B)nuAfL)d-mU=!n9>dc@Wz3?lT`M`D
z{k=-2LAL0N&@yPxkTQp8m+T@(-mr-xzLyD|)6g#riv7=t4^fw2E$z<a7Y<repZ5C#
z4YUO5`2dwO`jwgjWRh*!Felvq@nuGDAGe;3fRs2OZa2yJ+h+)j>xV*2LPUO2EZZyw
zduUf#a4eDK<~K0C;fVsoq1#AQG2o%0DY}OX2zns{BY;z}iXpB~PV?132QmQWm$qii
zOy_(dEOA+$^V$MZxe<o%U`@i8zCE0o$~>LbJTqgJ^1lit33q7>X${IyBuqCmD~rC1
z$7}7&)Ix9tjI<4yU}fB%AqI;!)jm&<Iv=bCw(JpltLZ@Pq&(MnfkAbnWcRBZVK@U^
zZvJv`hEYRUp|qpmgi?FcY%z&mN}C;9N`15KtpOGp>yT5T5r83lABT~47+c?&^xs@f
zHzo6A!XTxOHX#+GBkv5?tk%~01D%&pU`L9C&N=U5ANAVyZ)_jv(OL`k$iy!JkMeK-
z8bvw%>$3rDVaAbtSeCM{zz;K<N-RxL$)JX3{8iKafQ5LL#nMk~^gk5@RlFi|E2*b5
zqrV;TczlTp>+<zFnlPcU<y<g$?4<r)M>9VyO%f{(Lc6#?Vkxl}{D?N!oKCT>AOJLJ
zN^*?95?kF`jU;xmDbZ+z<f(kCXq5?|f@@}6JUZ&OVPn_WrM$54yRl55wAYoXY7_A0
zB?)+d<znz560XLA3fdMGjV0w|Ce>AvXX}gS6+o*xyrI7N>>zY2SjW;2E1WzuTU5Ja
z@K(c<tTGccR1E?nWQ!dS|C@mBqr+}Ra-<%g;-aYnk}7MW4=$4<G7t(Q-eRnK0hQFa
zTtnBo17Fk#E+=4J60AKv!J^aC%QHA*_9841r^?GMeAyf@^W@$-xVBduZ-lH__YwR_
zJ}nNsbbm`VeP3Q%dYZX_>K#bq+nZ^AJ=t^UIcrKjAxnSlv5=@$iuKg79BSV=$~n9+
z=F-6(Z;G&nuInpkV^|y2jnG@0Fb0C{BP-v#RB*QS^<)H##wPX&v<_EzTJrMPs6SY-
zZbAAW`X2`mn9tp6tzpLTBm<u>FZg1I7?IRRG?Vya9S#Xf$abLi{*2bhb4fvDjii3k
zdN?BBhy-rBCv+FVkCE-uVk9P>@$5Iyz#3Umb57Tr*ZBdDh7ewYA{;{sXU;J9>s;&d
znWNc<9P{b*v{orWPV9Y=3rPWvAtg_4T>r3;Np?aEw0SdL^4y3G{Clbj^9HKADt>&G
zQ^c5-AVn)+yEWW*%{sx$85h>adEgnfYqjA~gmC&P{#Gv$fNe&B7huE3Kye!FlC#KW
z)(?CcWOVhf$poeeUA!pPvu8LU#W!f>-uKo-d9ZfZ1!!-G@aNwh%?tahAv@?G?33L5
zPS5D02De9+3q$~o=auK^<4kWWz6_1NMJn+1!|=4zU1g9(ZN=tbG)$+2TIHn1u4{-C
z(%Dff6S!2;?xrc5Tt+|3^H6)f;m6*5V-wDQ<jG-EH>w3!((CqY6+KY~J@;(moLDTw
z(tb3Vrks+W!;%Z=>Z&*9^hbby|CP=g9`<0T#?#lp_0FcCP34@R-5*)a9cxje1b*T0
zoQE|R9?VEY?{nf~!6#CF_d2l05ONVvi{Od$M}{fk&}m*ooc=c_c!VR401k;Vc&KY!
zKa;Kc;e6|~x0&kJzZhKuJ#ZCRON7Rm`IkE%ZBW%FNyvT!Sp}YQdw29lpn$yUQBitw
ziiUl-#8lb&r4$@+>(7NJP!81ztvM&`J*{;q#f`gcUT;CNhTMh2vC|w2+>R$KZ_>Q?
z<P^qPj6K2h;=sw`<2~Ipxp{%Wf-J3l)P5ha=LmGq9i#N*6tm(oW-U#L2X=yP+)~)g
zUUl;6+L9Ha8O|FTF#OXvb2#A3K~A@7ydPmYyu?-}BfetnZAx#?2px6fw4wYtr_bxv
z$IM8yO-r^(+pWQ$I_uPyZpEKI-dQ-caU@pNaz+NsYDQQ<%hZj~ei?{I18JL957eyA
zVRulBaN<kUgKM%l$)7YC6D{X+w_=JsKy#XCWg|&`jb8|iO1xV1$gc0b3cIBe-P2XU
z@1(l1{O&`VxU5>C?=2bDq1wd=A9OHmz_4BQf5ACAeI75I{Vb6=m;FM>GFd9I8W{6k
zfxQ<YMRz=HtkJoC^kVO%J22(yUt2^K+2fQRv%9xx*%n)pe%I?TNH<Q2Eaom`p!sUp
zhYa+8>Kjf_e#;_$b9U9U5Yh)ZD^}i@q+K2VHM7`%Yh?v~Nh<LFM^<*Y%1Jn_=2>QW
z&3Jrm`Uc@pkdx2Y^`6=+>M<XsaX@ZBj9V!5=OP?PCBwyBvY6H|BevBa9Sm;PDV!{w
zr*?We(px%;g<O~`87GxKh?F%yP0hw4RsM&Qw{`1<P05C+EN=MTJrGAGPbu4@58FqT
zJ4BtomxjYm%^2ij9hb;;Bpuj^gUE_vmmd#7TB(krVeLz-gTN}A$(F}@dYB(@WAi>#
z99g`^B%qC893q!1*1sVTMmuyk=2Ee5IgN`7cyvE8H6qYmUZ7>@IlFVJ?Ydda_>Yz(
zgGivV6Wc(B%+`itMdjUNeF47#>;tS1K-pA><!|pU51v$v*c%sX8F5%MC&z98;Un5s
zf&ewd@`0g2RCx+E+oqP6Af@t~gpW`Up_Sxg<hJ6)^5H<=efG`9MRLZVMlSM{5j0P|
zaz=K%q+pYJaj!(qgJT?NHQrU1p#3ttHOlhk9r&#c7V5}!=fu^a*nOnAruqofi9yQ!
zYAuR0{bw}OSI=O24Y!743ZBha`eScP(y7V@M3M|#F5Fc*Pr=Bxs`7$gO?MLVeUWl@
z-xrp&SJof#LL$LtSc@bpwRfSAiA`RJ&M!rIfb{3KnnV0rJlDc4CFmWju&|%w^DRI=
z>I0iNbsm5&!V9g0#L+os@fqthn~|nWTDKUhG-oTr!w0u!lC~^|;Z4K9R<%3<49p%D
ztNql=)20CTq;h`H-s=Nm#TWV_Uag`lFsm74*ri#JGSu5XL@?+<f5E`tGN<)|{9MQ;
z)q+tk(P%&v@UR#Gt@7yq090OZcam4%J<@xR6Dd0W(bUJXVDSN=H>sqhag4EwPT4!V
zSq)hW|5ndIDsINRZw92uGqtz&GuI4rQ@;U_U$0^E$G1h5E13M2FX*6A|5pBbMv-{E
zXqlk>`~?SiXh6Atc917-VOynL@;LVp`9LD^TQO83-w=?&K}qA*<xr;Q5QAC5lis0x
zVdX3NeC6_HRhWD#XI;q}j(@$Yr;d%%Nr6mc5rBUB!h_*HTGmQM7dcPsICqWhByI@q
z7>~Njau_jZ1!c&HrM!A#(lp7k?}VDIk$^TE5^rPIE3S-@kI`HtdyO11<pi!c<V!9p
zl&{aX({~Q~sYy2b!rE#g?i1-118#{*PbXDv(m*8*s8{wR(HFfm2^gQi!>O`^w(lgD
zqV5vlOM9<+L!|D+a3D0#F7=Zq_VWTgMnZ>+=I23|upv9HFZb<eEFDCZpgNjPa)0<|
znTUJD$kCsFPhxSJGdrAvq!E__#gNivQHI2|cA_aJ?D#&=Tb!=#;C7b3uk-{$Fx@7v
zWyZ48{aQl@oVRMQRD~+*c(-7->2YWVQ6P+dAfNsN`oc$C8xCf@9WK4rbZ&R5<aVL7
zqdx+AWHa79Duc-ub6^c%4zIE8q3%Z_eA}PI=P24a?8w94fiZf99@k~~+o90MQ+|z4
zjpTrl=y{e%pPeR1J;TuK*uAr|LqPVbv_khOo~G7Ksj3ijTjLJ7#8M}O5<nEK`5evw
zqj(nJOoAX=BWPe?<*Uw_Oq=hI1u>6#4ndDY=EN^chK%C}1=I!F%q?>FC{;TLaL<hr
z|7H`<v*(9dc|O8l$iiarB<B_(8cDR8bE3tp<-hnVYjDWI@@HTPpg!yk8yhS&LlkmR
zY)lpgL$~v6H4`_vL4at@#%mkoayTFXE*4g6G)MdiQDo=TmWT6^CksH9-vdajc<OhZ
zUHJwPHs~qh)Xtkr(iRJfwW~<6&FU^)N{fq>@1DrfrlL2|9wY-XE!9D-D$o|41%McD
zrXY^l4lXv?ly&mTLnX#8SNvGNF8@Fz4<*`x1Sj&L<VY|)6L|<5J={?K$W4Vlm_(+t
zY5qyR7ZOMoOOT+xsLTP<qXpRO#EskBNpbn}5lSK~e}t*6w-X3Z<Hj$ZfoYClQ8UIL
z_3ItrE5_hv)-Ir(@HU$o{F!;Q5z5T*x1o8jLR9`*Y7q?>y)gD!hM>g_%%zrnZLxOz
zk?+!ZXW3FsD1#X1F<v2emh`wH=YXgerpvE0Ue@)08c3&aVlTl8Ffki+$kGVVX~2Nq
zrGJlUnM4QpN2m=R=%rRljCpQe6)@o>Y}RM?=r1B5D}i){M_!Al_l^+&nUmzUK)H!a
zLjG)YP#?PO8t`0IndmTth^)5obO<r6P&;eNAkyGk{4%Ak59^p<_1qLJZfrtc@^^qn
zFR)kQ5i)xxVthkanrHzgjy#|?%J&1T1WyuFaXK2Dn}2~)S1Y56Kfojp&tNH7OeJCA
zvjEwsp`8D)uT@agX&xuU1~ed(eG&e=e_d!MKg_bOqLVG23fKPPXD-po@Epjhm+XVl
zYK#KO|KICN34Wa>)9jiFbvlwVpTglD!~Gs<X|@0mKl+3(qAyzZlLVcNgvJcOfe`;8
z)1~^xfT?xZ%s6Qu90!f4jt&MV*aw~FoFkxBV-=@k)if*WgJCvdL@W;Hmq7!oGXe?D
zA-C?b^o;;Q91nx0V5bf!>;RVo%gmQSkmVf)$+5Pu0Tp=r_o<NIzFu#tU&jE3F6bw~
zwWCeN3)nlN2#5e*B;zhbGQA)E?IOX5q!mo_mXI->nLS{O2iHrtku|~h-=v;<IeYbk
zhgBurpA=(l1fyfy;vZ4S49){?jdGX#p(%R04<pB$*~mO6Eo6122Z9Zg;?4%rKPXSm
zL3McQ6lJr1+j3*PF@KJACH(Lcl3nt);Z>^)t_G?$N_oVW<w*Kr_m3Cx&ya6S&>@tN
z$K^fe^5^5CNy;SHCWn;-P2;d(B_X_V7b&vIXmTc-^+S#j#i0TDv^<_J?HkF@W=L6=
z|D8uMN9k3wNfJ)7LTBIRp>@rEO-ns#oO;OH6Jk4{pO<k0doAum|B03AK`e9(|Ce#m
zfz>JD0lPx=Qh;(gP&&R4(2c-}a)1m7sig5b=+0f;NCeL$pm-w4F2|<Vc6_8mhqQVb
zUM_Pmgu|#`iMG@bX4WBXL^AY}j^sl_GAXvmEslrM3rx~zCn`FEeYsYeO)rO)?3@r-
zl6>EDFfn7ch|Nw2IF?bZO9`yPRXU%8x^Bb*kg^DYZMO+2f43t^NT&ig$#F{agCDLY
zcC0gbS;V0Qhl2f?iCtMkt67Qil3FW>zauIW@5oR@thx=TAkbtY`K-C7Sw@CMkxTmd
zWS>$NPxDVl4xM=o0~-&gr3SeWFmi|^ClfSks-K_i^>SkAPHjsi@{u^Sv_x~XtfT%^
zu+lbQfX`LGC9ASx4wvV<fgh&)mdL3GEfc&$G2UY6hn+p}+I$a+F{`i{cC)qo9{bx=
z+(E|*CBMpY?5{{|GvodLQJ$diT)xBXj*>|_o9vj{Hf<UJBy+ss2^2+T`}B$-@sLD_
zC$Z2@e>QI%5vtqKt!ye9H%N79TT4x7bb#^uA2T%UJ*a6GL5$tr4SCq%C&Ic_%V^uM
z62n$_JgdXyLJ64$;Pi*;z|nUZ(wkuWf_IxhskG1lJJ;OPycQK%^<7C~XD6A+60ezu
z*0k;vacU_w&$IXqkPS<fHB$=!zb;-;Nr~>_(5$EQ(ZyAld%zndMfT9gXI<DI_qVJN
z7%6rx^WRlN*S0qItZq_KCfD_<2UI|oQe_Q9G8YxF9VmWR*#YO~d)Ofmp38%FWsL54
z)L}*w14!mJo#+nt{fnVg*Y6H0vC)F1_L(e2z+9T4Lz7@v^TD~B%+lq1aHdnoa=P<A
z(m59}LnK0qvq5xUavJ`&oUQrWz=8B-KW=ex``MX^Ii8k2pM*mhD+hYYjd_iHd5W&8
z07I<t(JmLrJ2=lP7?T7)2-w2J$umQXxu>){af9Od^0$0%_ecAt?miNIqxtiVM3;tK
z%)AZ6gMJ#9l7DDvkis<O!#pq5T*V5-0*F1GbeyE<f9N9-drg$L0G6RCWdU4+qX)aO
zAE{m#-o*c|yl0YqP?p8rK>ecCM^nIiLC5qc)R$oC$m5y7``S{ZC}y0Dp)i;x7e2?7
zs^Al1A^A1TBJgMjQ08nm{yYm3_vj<}mM3A_+E^9w07P1fVlVQ#HYj<Gh$9{^l()JZ
zJ*^1I(6F6%K{lPyXF~HjND{61Z2D|)a4ziuUU^FT9MjFn=Z96TZ2m>1eqi9ureqbk
zSb{RdZgc+8B;0%M9S&ALQI%RN)(LgYMCuW#Em(mn%p2Zx8-!)riRvNlp@0=13qnh%
zI%{4*;+>*a(LeL5zrn=uw|MG|%i{flgLLjY#rbpR8#iP^LKW)80I;KG;ty`cmW~MD
zA7Q`2(ZTOAcRh3d)_VNSf^O@N(oM?nJ!VK0$m{5yg!0S#?o?h3FXuYg2F5fKs2SBL
z{5ZPjHdq2FleA+HNNw$y2`{wI7VPLo`lSvKTFjV`@d+YAjL{eZx1A7Cv6_J6D>(~4
z{Hj=8huJQfr7~27$nN+I{C$%|=hzPBsDI2wQ7_#n1&X`a8y|jZLO`-}K?;=cf}Op{
z?SjIc|5Fd~_^&CU66Hu(X>W3di!!HL@S#oO=eMrJ<ECq99#s_^hF6Tg<y9ljl>k?+
z@`_tz54+?$$ke)uj%HY*?XMkBYM!hvdt-bV$o7X@UCizw;=0c*px+`H_x+ZK)~N{G
zxDYoJ`8i=>E=W$a(RD@Wp)JIm1NbYfyl({5h=+1j7Z<6Z-r6zWC>^EXXkkm;cNxqA
z5vq!MoXx?+80@Xqr;8Wy@o0=zA!i^w#F8{Q1tSMIw6!ZOlGlfP0G*M;r!$;omNE^E
z*eJM`VHHKNew_ox*yIR9+IKQJv9?DT{~yau+dosjwbl=6`dGzRPy7i8T$?tJFo<tt
z62M8p#g`tqEe_&tv_Pd7pWzcr+S>bL{nmx5X<N9@c&$|ltW)Oo=xDe28Z#g#mKGGH
z$SAC|tndmM2uJZ$diwh(iHZ<@=%e-<W@j>5t*injw(Kwiqk&ulT21gDroN{)T(@0&
zW<}xSvuSUyQe-o{Ay&=T`^_Y%391WJgE)fw_RP7s2re`!C={e|9p@m#iK!sJP-nij
zU1O_Q(Q7LAWUL=(1p0gO=iIxNA9!Lzv0d`d^hF$aD@&V`^MkjKKA{7#_etQ+U`A~0
zTj`056w}cfWb(6AM#;Q-?IwG0x=h_V3X$r0f64M;qJD!0ef-b^MyqSVsLr{W;*J-^
zClJo+joq89Flp2>HV>BPV5zubLAfW6c!$K^7Jp7y;bDemaFQr9(-vK!kMdt<DLZG9
zl;1^aU698!&^TBw8E}||ELG<E8ndjXOiW2i0t@srfMhK1tVN3rd9=#D0B_DDSR)@u
z2KQmF_b)_|6p)TG=jk;Q_RU{KrHl3?zRW60=IP5A+bzr@lrNlgoqw(Gb)?c<cU)Z<
zmLg(?h1Gi?hIfY&`NVZ@h}QO(V^xb1Yv*(<5f^wrS_<zxlvajD^mqrbPTob5r;eDU
z_uU44Xr~x-vr#kV+kQik0Q!?|*G=g3D!lUeSI}D7W8+eJxz3&T_ShJ^@~|iSnQmN4
zF4%gEUwf>;deS~r*bRUqR*N!X5Nh-m;}$vE=G$kvJydQbL*m_5B|Wenbz$=v{e1=1
zu8w{}$jC_VIfDWxJ9uJi($|Uqtgl%si?QqBhWOB;v!uR8;Jh65-hwwFdGci?z!8=#
zi=4~+4YEilH8?3ek$@^8_f%EZe=vL0$&mZ9;HfVM;(!u`S6>6#dUNRAKxq^W`nI`l
z@%~U8&B*u=Kf9HoNnh)jkDL=mgcS6-SC)o4dDMSF)5X2MYvo}2=5V#;V1<|+;_Emr
z&5qzap5{UXh|49Q#=@8J5y7)eI;QcpTW!oTOo#H)y*cjl0@ZE@H>~(RByzq05rhZ0
zC)q~&xSYjo5M3B?bz%pCXpqmJOk~*2k|60Tk>E;I`Yn!I(L?QM)YfFv-WnVt_l5K~
zuFQ-^v*{ElJkIBwMcxcN@g*nCrqFg6H@0PVxK0$><;T<gm&>;_=O=41O*OCxzPa?L
zJpO#LEOl$?r~!$Yt!kM0`bZmRI|BU__rv?r%P63m=TlCa%Fg}<&$%{T<uf@R?Y87l
zU*RegD?o_e=9dc%4v+f~4tlOhRfd5O!@hxaF5y=OX9&P3m1#t_*(Trw1U_C$u~ozI
zcNiuE1mH6#zN&-R{VzjyC@(fZ+Wvp%Sj^l!v!IJ&jWYIp)xr5}H9hE|+XI+fW^Dob
z%rw}+k?&B3dFIQqy3`5mRoCqp7VAA$?)A`qw`?38Z5Q2<QqRg-D#f05Y06n~39*%J
zW2=Wjo1SyF4m%NwE>Fq`IC;35h5r4&J*7Q4eq@Y@sukMzrazwX6D`3PD*K<MAhqK(
z7_UyvvGsb~y1xZ-bX5{|z@;g8<%AEX6%L-S_l7F7Lb9*<Rv9=W^gch5GIuSu@2<fv
zdWUv?P4|8f>RO=kTsoik>U-X!DT%VbCm%TlAHv)&9|4h8fR=UL%}~a4lzV$i<uk^e
zc$rv>dGwI-IiHu$()uxic73s=3atgy#U2jP!hvQUA%5fWV;F6x{Sg4rY(0uR^%EfA
z^aze$JHjpT*LYm?@^LjIX5F>2ab{&T2D}SkS_u%GsMn-Z*4T28Ntg#c#-EQSl1j-@
zp?M>*OPEC&Z+rK;z<c+hcL4NWQX3x_v#n)w4mFSVZl1g@(6aR@T>r0d@M(*Nd}Wj7
zN2JH2jzQ7Sv8-7o^<}`vgrc(5YF;R8F}R`Fj`3@+wL^M7HrBZW<9i(%kp4AM=@#|@
zPrrfg;Mwizf?Qt{t!?6eiUpMWC{fb+Ob_KRy>&e^A9m6qIdw4gms#=Qa)uBL&mhKO
z89T4GDv;)Pty&-eBJxwnCVzlq!|6e15;#TB6vQ6{$=3+Jjh|&m-b@4}bIsA;RQ-NY
z^c2_f-q$fMbN_@uKTl5E!Q^l|g<K)vKfM)3b6wg3{!?OYN4Y2*8SU-?PE=*iVMi2f
zPor-kUa7xQVE}6g#~F5Iy7)ZO;7b?v@8`+kVHJL^(>mRHHE$``r0B2QC`=U)Nu=nK
z_A^R_aP>=r=mHaADTB@1?t#6SV4C)kY4B|{WMQ`lB<u(#F7w~zt7U@0dr)|9n7mDA
z`#O-*fEKcR2)*r4L%z_D@T(3a8!%;=p+Ut3eF~lumCfab$l2N)As`7l;ln^f=Gat#
zedy4s(XM?JT71Gk^=KMf$AYLNpE1FeR*KV+T5Vkj4Y8uJA;?xW<h8*4GJu}LkjJUr
zi*$>k@u4Y!u})22XqBJKPXeLSdi&BMVBDd@5>@$5S}2kXn;#Ig?7$ecr#L|ocVRV4
zuslKdu87f$i(+U~z!_yyEuYucIt0jQPE~tzn89T?zD7ErXkP7pLeJs!uz^*|d@^XW
z`93&n7^QZFoUC@%e*m#4Nni%>2@r9-m$UjCQiK^orSUtrf~-u%P`{SlCxlKOTmSa}
zOCYvA&rFk;+Sg2{$SIx7nK-<?99_|jH_&^f;4~svi>4K7Qz4#ozdQlFPs+DMg7=W*
zogkr2@+96@Tj+rX2xmX7`rzzg51RQvD+Oo{3QZ#w49%;j;`T0TS?n*eF>t-7jNg?q
zQ3kq3bLHEAfuvOqv_L`9Gema;pTPu0Gl=gAsL}TJ|EDP#oEi|;^zgRvfG~Ry_qCnO
zX!ex0c`K)Ebaz@zj!$iseVoXbW*9QN5aCe;PG>LZw1~0<*K_!Z@;KEJxDHa_{s#4T
zn+vNH_yhD63>_bs5R_e<Ly4*Ghz04H{=#N9E8^3i=}1goRt7=kT9`)P5Dzzd_5yHL
z+61!Wx*r>IYWvnOpAPEPF+%3WriR^XlnObHdg2ALVJ}p)ImLxlDxLM@$|*jV$DI)`
zM~O9(wn+byP#ER$nShM=QpY;1u9Wb)zdu+t_B#Wqv%sg+vYbnNmJBbtkOmpk2@@kU
z_ffPN@FoI-49K8IayrQo(;;CA$-(<eQ7vJ0l^oq^hnBHf$QhSdYtEg>lhwUupd;Z4
zFhg&1lDRc@*TR9JJM+x7C8ulM&y5y7+8%Dq^*Qsi5(no}E0{_Bt#uvoUz6i;2L6A5
zN+yLpjX%dcOR5`@<=_KFU&B|%In=au|7`BmvzPb9$N+(nc|nW98@u_rxMBB2_H6tV
z^r0pgUHuD>^~awKKvsCJ-BvcBid6<Ka{TE$O(`|5Ugo*mv_Ql@dmg<1-KGzeVEBG*
z|GM6ct~aHq(CUdvspaU#8>?jxvWoGaeWKyNl8Iq_#27p;xIzXythNmjAp(z@Q09?{
z&6aC|rChyf7_3~quC(<5JEIAKoBJTc$L=|@Ubgi}-hN%#&eB%FPy+vr>6c_2U!KTm
zB#y$5QS0wK9P7k`h?@Tbz(z8MUSaYgZXqF9z$ds?<-y1QC=bE!)s$V_AGW$Fr19ab
z?g(<oplZ42zMU%P3j(P`7O|!aA3-Ri&x9wY%$YGww{`H$m|63^(+IA)x8gI1>o2-#
zqb^x9;_<Ss<cCa!YV^Cx4jufea@SJNGC<YYS{v}dX4FtCCEGd&8^i8RA1BfPK!dWs
zA9n&KV+wfaf?Op+^|J{A=J>3n1*5o6H4`g2Fs^*m!ivOB&g?dp*RdcYvR6@JeHTdB
z%M36wGM0J4>deUC@Qp_BNCbqiaPJik2r_+%+<UQcF~!oOgwk;tC6e(hypMcI3DR|3
zwIf|guy^<IqZ2CbfoPPV<hIcUJYA57SOgD^Jk1wWD34UUn9OWP_q>+IBh95t6!78k
zioS&Q_2QMa!nfrGAg}WP+&pbl_@->{8m1J2r1+p~EzxDFl?LD+*;dm>5zFtR$0{yf
z!zHF&-0o}W!`Z5Unni7R%pXJ!S`TtD6<oIXvXyotXvZ2M4!x;D7Udr*144fYgJ-=|
zFF}P?Chn{O(VO%DzL4Y0$kB7Uj9h-DG)&9x=+ZN8G-TTiLqT>?rzXzeG6@PH{pN*C
zFyGVd36EUmQ)Q$ghAK6=WGBmicc@unR~$Tr*mw8lblCE34Ac&Th)9DlLX)Kne;aHB
zjQd7(2AtIKdUxXwr^neqR`Nm-Zi(Vn>n7TCC5VOS!gwTz1vJj!Q^EvN9PtHTA9QYG
zm<BjPQ%ocjWfdjuR%b?OnALgAvKB5TLn~>sz)ohoGfIV?!K~*O59Pzq{{5erD(-Nk
zxD<Gpw;z)!V}5Zjr`*bWFJS8O<}39(Iv_-=5lY9&YLs&;H%R`MdWF8h>!s3crq0u}
z!PHzZrJTXH__SI90Czl6F+G<06ATCog2CRBciqx}TeSJX9ld!CO7Z<=0}LKiBf}F}
z?nHJ>e(HRJp8olAf+?5ZQs(#y2^hD6Qfd(lzYIpUdP@UevapkMb_vJu7VVhJG{f@^
z|Ly2T#b?A~83~uSa3310|3(iXqfW?nd(5yI$r{wQLuxBT1nYtn@8JS;Ct_uSE~bn6
zE`$elfKwy1ASTo6Lbg;7h2dWYb11=Ea+gGg<YS%7R2JyRUox%r%z>3GgNeo{$(?bo
zYZe8s9DNvz9qr{cW}reUq<5{Emrkh??=WP%lD!W#a-$Or$v{uXS?Qz~+3?H;zw8*2
z2M+T7U?0=_95AijbfoG*%(jd&;nUO*9p7Pv^^nbOdh~HB!_~I>D<R=>5jP~h;<YG^
zuzUT)3lji;lGFVo`Lfxpc$D$+y)A*Wtk`L{ZsnJ)`R4{G{Rgj4Igf|zqeNFSecwzP
z;`unl5^`b0&^79)Pt1;~x66EzuKJ}tbmKO~$CK2n`{zW`WV9%UoXGG8X~VTCk$5IS
zt;?ZS4$)*4CJ;KlGnh!Ez-?~>h~KN|u>5w3ys0cgw)?{I%Cu!rdR)`0Av|l|Opvxd
zcl~-3g}!WK*~tbFG7bSiVI~RF)|>NX_xPQx>xaWqNt{5v*$>Xx)D)7$FkkQLQj}_N
zz4x)2Tu%(ntKm7t?YFtiukoOKD%asVf;6H>OhdQ={edx-IM#!&E_rBkos%I8%p4J7
zBu&PC^wb+-;zIK3l>2925E4K_8!t&K7c5rIz>eE%2n*9@PUb`i{rSTGH!h)gC6%^f
zxnZEPPWd>O+(sc3?63>NP?Of7bPelYE4MhGtj3#Q2+waa;`Mh*WZe4d{t4+X?tFh`
zL99TA4m`eHK91qTMjm8YodUi;pkXLbwbCs^UB3-CDFo6~63nhZh>XAN7Wnr(_CU=d
zbmZbIzkYNOYAWvQUNw^E&N&`jdlX$`#^pDQgJPfZo5Oi6hE>RXOiSCN2&3O5xoN*p
zLh{U0GA2<U$d}9aW31<58+7$2WL1K*C^t%%yTS|3!0$TfS{1k^MqN?c8h~A>(xgf;
zgzJucdTK08heVAv&&S~Ga&E~#(Tp@~L491p&3=mhj5N!L<uk874flN$`cQM>Uj)n4
zt26NwiPF<Q{NUtq)Mgrv7F|YD78ja7Y)ctI9sgr^*Nm=C0F6mGGTeG9*-H$7e+_TV
zlL*+rCU*jCe+)BxOy<i7GfE-SQ&pOgjD>Rv1F}D>(oo~k=utr}Ka0#RM&O4w=tg2y
z*Z+p<edZsUKNpK4gmEr#u$CQH_>po*p03=tI3Wi8Zw!0uT448rzJb5-MIht~M3wbe
z$}j{nkTFnO+<_!Mz>~Hug;m|wH*GY)sM@qSudake&M-4r-8cSb!93;y4BuL9^T482
z!ipEnNK9Z4Ff}@{l&|cYX>qW{$1+#1ohpp+VAx_68f`)xFBjWJOl#u%B|-zFGc)8_
zeW)ef=ehVH()O;><Zj?VPJ>12ZzPjRvB6d+$)SE%V1$8%Cf~vS%jZM$B<&}3VvBuB
z{kHTqNNh%WZppUU`?%o3ajNeI4X}%Q{q14@%iCm9W8!xjJFNI};EK+4YWdJdnSN>M
zncH|S*^qr-+TDIhLV`8|Ga>RX4DGe5NJ$2|L={X*D}&Pn?qiHSt-lr%Rvm8JO<LV}
zdA6mWp=|LjbYE~1n?bOF3wvLf;b>|y2cc^IYiST~Qs`fETgbU&w^*QdP;ui}qktF5
zFu%4e%sxHpu|Bf$8Sj;N85)7}Z5v<m)sSYcL(0pq=AGH!)T8Mj(((VRJWP=}K$PDl
zxiTF&8#}@F1{$P6#9cZNV2u&tqY1Vf5j}RmCk&|cuaY|kAXaf*7=SxA%b;URy%Y_P
zr}hm<!p{w&6A+K`-*L8g$`6>z)z-UYYZmrXTc>h|bP>aTbZY$M0s`SfLoGsPJodOe
zJ}{=DX_CIZ+{{2`ux)-Wx;r2fWXn{L@3H$YGI5Q|Z!gYs453RmM~&7xUT_V|bC{{u
zqophsP}hNQsD(ZKH{9+H@09_l^!|0=%u=#od9`?peiM4>+`Z7&_N50&pn8{u&8*eS
zFV!*z_z1V(6*>oSjnNSj76vHrbYF>Z1QX&a35VpBlK{7pqggRFxzRZ<;<Z1xLk8>G
zC7n<0__e6K#?wyRSyF)ERq^l*uo26mZy{H~k`VYg7>}?k#&t+ie{7&ER_%YQY^(il
z8rs*5F_;U5n5;agprBp^<{n4AfKRFx2mA&H=+fl<uE35;y_x2mlIE<A=>lR)0w*%w
zNJ3h4fcGe%+NjJl{8%?j0WNos-uV>EUGP(#cJ7tp^9}2v0UOI51sXFZm8T34Q^yZ@
zRz;Bd3tL##c`pK+4E{m^e_{#K&;KHsFTu$}){?yk)BsCBw7+@YCSYm>B3vm<`m{<S
z`x@pnk62@(;$y+4z?wc1=2}%I;HLTp+c(PzkMK89FBO*$!_kFr6wFd_Kh@zaj@N9!
zGie2>;VlCL$7Z5_H`2Tp@%TrH=@5KN7PU$pRxz=AsM8gdeD%2!i798u;Qpgv&ZsAd
zu|~7Nu3oS3)wP|HSi?)TINp$i$h{EvIADvhoh5W0NK9mVqhw?|iZU9iT>Ay`wQbLe
zF{|$suU@NTT1m!#N7@iIRfapPAY@Luq{o+@--o8tshxH`{1=#ncGeM=wWn+wBw3@u
zSrBlu7c#zfEj+^W&WdsGeuJMz8AtbPhI*7}KUDexY|gq`QoMVvr3gz}kqkfWJgkF(
ztvR7uosaMHS(;o#;3hw2&qm|)XaO;`!Bjju30RSI0$TrOB*FafUw?GYyzuVX+l$vo
zoXoILRnWg`2@t5~h%alxY0yn{*QbYEzvtc1$Jeh+I~W&s<_b~HuLsToD^(U+CQ#3N
zYSh)=NZyZ5<;Kw`F@@6=(rVZiV88kd`$$CJbFJwBpqognzwZNhs=?k>0a`ECZ>9mc
z7wETVyjo7j?yCGx_%xU-@){$ih&yOZ=idc%aUH!1jXOZ>{X?mn{*k9788ayIA1kZO
zvm-b1NS0oZazUN#*YS{NjOZ_^iKzA3g43Q>R=bPT#QIS%m;{V7Ra6@glyD)$F6LmV
z$Tz;|CmdY_o`U^`QHq_>4nlwv6=VTjYJLeM5ylsw4v-3`C$f;#*<RrV(${li|8!xt
zR5}T;9!W&eGhvTa-~Lw3SWR6>RdX1@-tNlOSNG~mdjPgrzYQ~rHLVPaNk>@Qw*gyV
z%&=D^><1|}36cBeUmT26V(PK<0xw<<r%rQWx^X4AQ7E{RkNR)%W#Jn?2a1B@570aT
z<os=4x+IsduNXRleb!~M01ok81JGC#1-)FaGr(B4q#x^%ayrr)YeCnhp7iLs?5ORF
zQROs0^R>Cj5aiU7Q5k!qzxJ1YO*39gIh&FsjDDnZ*gDI>RqO61%JE_AxhK{klhek$
zT5A*<i1E+QI2spmk|d_}Q|W@9%-{-X$l+N}Qr(RE6FsF2X`FifSZxAUv3ErAQM|4h
z2a}EVoqt-O2kpV7d>+(kO;meHP<i(<-3%>Km1#=Env^uQN_Lt6s_p9k-YfC!qWt38
z{NG4h6Xa+VO8Jq*K}OXAy%^XDa>q3~{)Qcs$FxrZg}+T24a86MW3#K^%tP4_)9NKx
zN^61`lU(JA36D}0#Z}2b{zEmV0cB)fr|yXOt9&2H46sS!e_@Q5oQ&dfoY!%1!N+v}
ztej9`Q>+Ah-s3VlMs5<xM7`mQb+=4`ChO_!ea~v*u0*vSZ+$NVU{>)#rkPVlT)3EZ
zVz5R9+edx2NoFKG!tWl*ULMcW7#iwZw#!_~&YNp0R)|#YqW*v}A-UYfC{ZD*B+K1D
z@|QaRdZA1+aw9;oF~23tpO995JBMs*Tg?XS<e6>)dVJXV=s@`o7z+gC4jKf|@clBi
z`PFRfCLlr}qOH^H8!JCS_UXiIY(jtYH?k*u;wv0=u{+|Oo2QhklK`SZ)?9z6n7_TA
z*q$1hn6GfmDu44gtEV-DwG3IZh=VaHWO85@Q+Z;}i5(5EC2**Bf_wj4faJb|3CyHt
zr5Ci4kQ;<Abm*IvF-p5ug-2wHJ@N@WF~L^~(EM9ehM3syxz+S2|7*&QW9nkb^wi9z
z<&0kYWJ;t1(Qrm%8^ZXzgqVlb;M(8*Ar#4AdK$^MNSaP1-j8m13NOdFugzPYkPUBo
z91DIJEYEWtky#ML7dfXjynn~@4C<>|_u#HK2vI1&-J2$7y|>{&Be7vq&j{?x(Ye$~
z_NJ{<ok-HGY<Q`P=F>#ja^PQ%E9MiPR-TSRS~5R^gMN9Xr1kNhXyJKRM9ZqAvLj6T
z{ASiRxd`k)M1mf;-D8+mCU-}&3?!Z-v2+Bm>R8eJ=I%*#PnR$oMqbejaJuG9oAYim
z516OY!J$+i2ougJ)9SZ!pz+@|1!4yuNEhh^An5izxU0z-fP`ZV+yNr>#LmuKA4&Wk
zbFXDehU>++8vG52b-4ZC4hlHh)Mxg01}u<N7-mPP631Z@Q^H;lJV*%6I>Y>CFJQ*k
zjz@YjWtgW(NyX_WY;0q{%T+EbAbtA&z!D&Jt*2nQu!0#%yd+)q)kPn0U23Zo;Gs^o
zm%}nYYJ;bd9-0+}0>ZsqHmO|+wWuSVh|zTt4;U%F61Wx1U3B1j%&n;saU+FLDIwnj
zGZA>q@f=<Pz|tHhM1A$R*yAz34LxFaVGuGT&(=j*n4^{RE7($9RbOZuRS-w|?vVRS
z-+|%KtCKlvB81LhIVXL!pdeo}lWC^j<yj?9gRNf{(UDlm(CFky5E|2VbwzJskI6;y
zHF!?~geGF5$p?9d3spK@tPod#w(A1irNwS3i#+aY0AVWG_~XmF+XKcS>B!l(1&$1X
zIN`bP(L!b_li<G*c=u+KUjrwJ&4OWoaO$f&{Di&?V0%j+SY2;kbqFU^7oq^3Z0rTo
zGuZQ+Umt&-PV4T^|F-NH8;78(hU}7ciYi-BDtU&XxqNm6y%&2<d>^^bQ6X7iWWbu(
z#KPZp19W9f3;}ivdFtzSsr}+lOkIXDvewL%%_u-@s#pTI1NMq&)I2Z@NjDBva&l=&
zAl&LVE{0pQo*I@tPk;=>Pd}eyrr3{yPnCiqCosUO!=Fpz<O})Qe0MW)E^UY-rLc;@
z6bT`yoLortDeYw0d3@K7leXJhi^uY}G>@H|p$&m0k5G;n_OYJ@;fT5ZCMPhn4ty!9
z`UmcK4ah1MVXmBcs&{5*4Xp>-ctxdZ;ZuW&$vEo!KJoK?&Yj#>pNm+9gT^Tq$;Qsm
zQ)F;t#MCr?E*<QvXM#W2d~eK|R`hS#ZC8Os=ET)zO=H@K^P$Gl)-89c;c~u_@LD&*
zehS=JjSjGtsZzncHroLLlFI>|5u$N6;KvO0Px=VV<mfBX$Sp|%Z$rwv{&C{^XkF#V
zDgvOAvs>WSU(yZZc>iNlX}G&G|6S!KSzdN^48XiiZlW$$N@fZR&?YJK$P8S&>ZErs
z@w1VtHCX+I6I>&Cec}Y(P7GdKnYdL07GtsJD>Fc$>Qj?WnA7E;qF%yFLx1UeyECQL
zNDUZ;UsKBIpZ?#*HvWuR7qht0Y>T;|wwcI0d{>)Tg`{oMp(F|r#GFv(V`36z&wS5h
zUJ#K(5>;iI_`CP)YLZS+JWc7t5P{&%$q7chmdJ-|c;tdSr_PCb*h$xK#}Aow)z-4z
zRb4AhSxf@V5=@D>w|uE14p`|<!lSf@JGEX(=&2oz)iz?<|4wA($A6A~iT56MWEg)-
zt4NTc56RXGD=R#<<b?QXsr4=!F|68~?qi1AxcD6!XbmCid3Q+^EaoSlq_UmW9zT-3
zE5ypI*OW#rNq};@bOQg*C`U{*tbT1mNy~^B6Wb&?(<17A>lWGKHqxayei1cJr7Mq<
zM+f*#26ItK9t@R;eDj!kr9rQH3opaV)ixbBORPbF)WQ$3jcf~2<feoD&1M*eZ<SZ;
zDE-0;wjr)tho+s(v~BOZXNn@eyVbAK6Y+h+eypWsp7?XP>D+Kt-TnaRs%}xkek=QG
zI~YdKeb7U1tM`dxw--FocyZB~hwAsAa<u+|&t%xXM{fK#)BRG=<QK~GKXuvK(n}wz
zFmAmbipXY!>hfVcSBV$V{{RpUP}Kmp!S9}C5sY<s?Kg*{`h%O9zhKUX90s#Bcr1jn
z(Nvx%g8q*FrLoD7Cbb#!;SAOi_EKj!X@}T1Lkjv4QDQtGtT33N+1Ef*@~olA@NX|k
zUIKj=zmE3GZ%vuCpb~WD`o;Z~w{50urZU7QUeO>S*<##QXJ=U1XuK9GujGtX0!SVU
zxmhmTFK-KZAz%%!-6gcG*^@|KnNJPHTYC1Ym>m3^W5OrPGNHKGAV_^s((;+r(Jsw*
z#aXqSU89opL)czms1~n#bm{bht=w-6ySV%Rog;jOx%J=alA)<POz=$o+lL9^)^X85
zyDnxmAE%%tM)`|DP*Uy*bN~|JN}|9bc{}>kl_wJ1vY2HmKo|xS!s~v}p|OtU0F)h3
zWJ^8glE;)fUs;55Q~?B6enSM}1o79L=zqxl0$^oD6;Y_YI`{V-Hs?PoEavteLf<(1
zV3Id8`EmT077dCdcmz0hz+<Z00-YkRL#CAf7%bCv%1RBG@67CNZq8z)87#-ZjsNPO
z+jaHnrkqpk7PkOuSdHae$RQxk`&DF%ggX;tF$ByDC|5ZI9%rBl%;G~7D&{+DK6RS$
zauU_$D5(RP-qj;g`tM-EUV-DUjFh}U?QPhVIjr+Pyrwj>ST)wsKu+LvxXo5Y?oWK;
zyzj(y=Eaj0R#Yg%D;ZJqvR*q#AF>m+k2+XmP}pLn1RTOKya(z)AgsGM)w_eH0jmI(
zDvp+>o{3h(tEF;6nS(@BKy@};?@|g4;BbG?6={&x9f~I~lfEL(3lsdlf*qYIcgcw)
z-->6%pC80Vl}#<byI|&|ee0ICaL+@^5%lw1QXY#My{4bT5$YL{I*^MG=$TkOgKkSt
z&8NTX`g(s_!V-6n^@B=JZDlFYH!8s~xfNRpHII|Tfhw4``=4~!C41>~^P%GQP5n(X
zXLpy`GG}+io*F?|j8?`YmkZ#V+`o$g60x}D(%QU}W{`kfi9Udb5^WoBQxcqpbj*oC
z3)KDYxlgfmb<@>k$Qj{A4C~R@)~Yth2pEW;$hH<J%wjaH>GE&&hMnhc7+o$L*;w)a
zPuxb$>2`_M+%=dtVL|u$QW|ab77GwqUCQWA=HY>DNEwetQIS0B50jLeSo}(usolWD
z+vtR4L0=`9K`Wr?AiKr|c0FB0!Y+UJ^YKHKLZd-Dh|||Xi(gk02x}Mpm_Kw}S;MJd
zCO`(}FHufk7_Y~X0_2}B?0+myHbu&1lS{)YYE!(XZ`f*u=ba-|$dv|;w2k!Pnn5bx
zf0eTVQQxaq2LRvwL6M^QA)jM^>;fnK8O-BdrX0I#Z@0Psz=!lllW-aZg7aX9$OY8=
z+3A{C+I3!W_hoW3_6Axse*j7$ScBhXqi9(rMlRzMBp##L7jEsGpMk*%&!=^nMEp*#
zkOW%M_`Pe|)|}T+CGkkWulPJzM~5h4Gr|b$6Ah*?>}7BRos1o0HK_LLvPB_Z`T^X^
zTJ8rI3GrCh(~BlRMa?!f87vHq8MuOcqs#>c)s#?*#&xdK!4I+Q_MfZ2{!`i1C{`pU
z9S+YsMEeU1R8uPrvotWNwsqX#PXCSfW`d6!eDzB&Qfc?k4$SGmyMQPe$|xG#6UGsv
zP0!+!zDk&sv8D4%4UdWveGZ%7Fxk`kvgvYwHW)<DJvCHpAJVl00|fi{`eSc=0;pf4
z7RJJU*5Uh1l8_Otw3sGBUpC%^M1Ot}JgGvKIEsBSB&2m$0YlK6{qKgY@s)Rd2?FfQ
zf`EfrdK5R?M2>#|o6CS>Tj^gO2@J!tJhVV*HbDCIzABN%J*|_wtcEPNUU<#I%{t_i
zgMTi4Uh1-%`AwQ{l-35t19xa&c?~>wWQf3EGm3fR-6?BSJD%)YGt_1*v&PPe9Z!<X
z*0gYU<IyTWOzEh8F~*<3aD1bKf4)`=@d5>sfr(_9NTg<xEQhK}{RWE@M<L4S)FcH|
zG+w^rmuB|~1t!v@S{-7cM}zty4w^0B)_U5Y_Dun+J4)cGrg#x58GW2QqWrb66r=$3
z)KBM}YQ_bhKx(}c8!02>>XOmVfDu{XM3F5hM=~JQJnWd%^R;;{j)lNoP;hPeAUW&D
zCL~9hBGVyQh8ft6iS$fIu`gGIthZc9|6XICFpm5!I}zp?l!E#M|K)iQ4n>R1-X2&R
z-%SMDMXYHsX+I>;@}gvGuIzqMx#6<gw^&5NQ?zc2YqHQ}R0p^5ZGG0a2eMthkmMd`
zOHi8sN;Cy$B)d;`)JiNmKFAL-`llXG+?9`Snn7M8V<cil3id3q4RJ<id6WE{9=^O4
zf%!UH##Fa(*eEC{>Qrvq(q_4QxJPc|m6j6BdSkH6M7TOV88={Vm^^uL7-2)hfk4$4
zKVtaF?<{0<(K}kLo%|9742Fw`G_u^#&r{Lps|T7Y)+mqr3wX<k1OIM_P%!4&5k9<u
zS)S7e%#*UvgR2P`0DVQE%poH{H^jCPDuiA~{AwcqkFB3=B=!vPt_fOpCSWYTM3rX)
zOp}M@Agf(cxItDVFBQ#d`*4>j@fZU(wkpOn>-}&y1Vd;*C5iRhXp_X!E?jZLixE)Z
z6(D~x4yQxG%E+B&QUA6##Ct=j_|fF^>z=|~yM`hgP?{Md<FUvoWfZrAEeTqiDy$M(
z`CCEXRFY~6b7a~5-tTa0GkjFb@(+Ez3(%V+g0$CPikMlvO@rdt7OWUDJ%;{xR!#U>
z1<Kd$AayFqMGq!@<%I|U1>7yM7#Oh(O;8e4bX&m=nU!iK6+g$XN{*vPG=PX|sGAs(
z)VV#^g98qsWzHp6M{Xg(T!TM=j<9j|7X4GhwkB)|#UFGjP`w-_Y6^xsv-<o0-mm2N
zf<s7oLx?ej5-3QK%gmAE$p_gj{pIHy<Yyv&!_r%dHa7IYv<8h3B$mfZT+%(D!eR7R
z`LY8ca`~^cz^={c=tou3o#FP4Z+^x3V3O}MJ^5Glm6!~;u5F^QQcK?dL8|cx{iB$u
zagbmskK4?S?K!5`fot#+QZsX*3fF|=O^_uwtMTBT=fwF=IXr|u=Z(z&Z5&896;E{l
zh|INAis3?lzDCN3>CSlGXDt>L*B{gG5hzK)u3rE{Jp*vT38oz)&U038Y(3(r=tep}
zk>{l)L*?b<vb^_Xf-dHmq=*?aSN8sP`l|(`RG~lp@i#XAs4Mbx%Kr-OOW4SALFbDM
z;+VCg2t&LBf!n|)KY|2{M_gAj9vil~{E&I>Bvb^ZSI789|MO6WB`!lw?Sz776r4t_
zcjUntc|Yln>-beb;0FX#%hP4Mx8C&|67k47&AYsf+_i~^59r^}nE$`HI>#nWv~bCm
z-DTUhZQHiprMGO`wr$&8wr$(S-1}i>BF?YKXYa^dix|DAGgDo^Je6Ci#G|trrb{em
zPXG8bqT>U%(<!Yeb5`3G#HGEp@)DN?8B*w$fn+ax?(lpoLellg$hoWlYA{jn%FtH4
zbl=j*K%cQ1+V@KEA-2Rt=E!M>;xQcL`nTkZ^MB%O?X*&UKdkN@u@nu$|HvDckQUU`
zv$K44?^Vh@D$TddQEJ?59Yk9N^C0d6@|$;m70(^9V#h1xvG(8u2n=t?T*5s;5YP=)
z|M|lF&Jae}o<*##1dtg6O8U-21<L5%LwQPjh*`F8$eoO6+=B!<WQ^FILYCV$`%jP0
zByPdKmCDe%v3rZxCa9f$gr<iH4$|SF)+WR$q0Q$6YrxI8ncuD_@%Y1IRkHn!dD*ym
zzlE|OllFZqn*LrOi+y$ep9WtZ5;J$>jcRgo$f$e!sewI?>&y9m8MFTs%U~(@&C^MH
z`U&@*i|~TX_jh9y#6o1NJ)bA7M=VL+GVygy<XJ#$uPp8qPAcDPXHBY8fxO~Mx#f|M
zu973d$lv}=oFnFRPopn{(T1due~(3TsNp8EJFTHJ|3VCNyy(#m!rz7m4B)Wg28~IS
zIIj(yAxjOt4wRf1J{H?Rr``hS4-1#j!B9OHc``2lqCQ~-A}}$q#Oj_>TlbT8O|ED%
z|MSb8dRZI#_&a6w@SFDM1zD`4??=^2{?c_kVL|`dJqj(<-=V>+vmg!&@O=9Zv*a|I
zJ%vi^VcuMUrOnr{ukf|8y>B`cyW}y>K$Zdh%#{r+Jj#c)xuayMEA6mSCkCQ~qB8(E
zD>EjJ-arAbYsh<gT{$Uf1peeYTJ)_tmDZMl0C0^niX;GHeC)UN?-x8Bb%0WjSG9Os
z3BPVo%!w4w=V@-X<>6&zStYEW{~En1<+j#rt;twHj2T0nNWVH=2=;|<NAzg^{r;$`
z>b4EeyqhdJB&%q9ya&;p<x)B$iOX;T`Y@OFi4lZ(7zk!3;~D_DP-|2G%{0t|UHEY=
z>I)Rv3V&h&iCYj#sB{;Q-VC<EGS5?APVhh`jvYWvQCH1B%_QxdXEz5u@?lFv`i-tF
zB~|>Z7z8F-Jpt{(gG-RF&LOOu8c#8a-i4<H>4ZFML2Ld2#q#2dc`6SftKyb-CYYZj
zmLJ!&zzS$%byfp^^IFwlu&CCBB|Ofv+V%3!t4}6(3)8;3n)<jQb1_mCO)FF;nXB`q
z_JTG!w*zZEpU;PXode5og>=z}WX?sS4bRu1+TYhTjU<k>9={p=@??3T6F4e7F~@9(
z<O=7Dwc~m;mied$M8YX4fG8ezB+AXww}*?5462-C*JBNa++qo|EQgckp72~u)|*)R
zulruE`p7^u2D&xvO_wZ~k+jQ8>QF}ijI>g==Mt`K^w!aQ4<zO}vZjh~$2#kA;tp|O
z;PGoA2}>BD`~E?myq899r!hkVMZf$5e1wOX&-xaO7V#`~tS6y@K%V*Usg~tGSmU0)
zQ6&_$&}VC?6jMUK>YFtKGqq(Y=IVM^vzrA!4&!m8I;c*>l|(z8hR@*bn9!~Bjd}^e
zT!|>nk(KTKY03?yK+aj`LT-^q9|=tDR#G2HQCOYoq$uxLIy0ntEod?)47M$`{+Y5Y
zKFecC7Sr7odZ>fmg&cva>Ff6*H;=lpekOg`&(+WhN>*~Uzp!&4JG%@otn?+=E1dt)
z8>xHxs%(f9htwM*qY6d#G>en+ICr5hspM`6J1KH87qk0T^oNPn7T@~XC@MX44i~#8
zRq`d}mLb`#ega=pr?C9(_si*4MEQgoakg0`*;z8@c4$y<LZ)JJE(v48=3`v<H;E*v
z6z_vh`Ct>$B)2FFDPzsvxNOZkWEjtP0Jkg<1<s8kQiODF;Nl6h|A&>wJ-=nuGJcu#
z!CVlvkjPC_C$eXcVucWdJ*<xnx@ZUqu+NO6E|3d&N-VKbxnkr74Sc>~?<~ZWZL(PX
z6WO-2`J80=KT%n4s?+FK49dPVFkp_#h?g9{ox?nf31wUikqQYu+DG+`mLcvG7)o-6
zL|sLU)Z?l_Ya7mw&&Rp+f((_s;vejDgJ6a?7~TE1^^?GDH~R)80!Rv#5<~QgYsb1#
zu|sircHDC`ed*_ifs~ZMuB6<EGUGAe-;*{7*>${Lp0m;Ix7Y7@oj7{%VLH1DhxuXf
zfsZEtnz$Y}5QlA)EF}8ApC#izS=t4lIO;P6s>1TAN;W(ICY6p8BLdVAi)Y-7t%7dh
zc-OvN0DX(><mf&<6MZ*T0`2MvJH2u&*ns5@a?X+`D=%c^WcVh>RZ}!r{|-L;{CVP_
zfSvcnI92-AEXieBB;-ik8SLtx5ztyM&bae8i?J13BHtTi-vkK*)MITr-5Um>KVlt-
z*z1#xx!O1u4n5&<y{DYTw#?3gh80ON1L!_EshbB?sthYr6?rSvCvpuamy<eHj()`X
z>KBtyJ%S#_KG<IBT<17xlB}VFjrRc}ng1jNrE2c$jk3~T^iL(JF!E1;Z(l(?AGq9L
z*a=G)uqbk(fcICj`uBDT)XH8)69Knp6riUP18%@pxM1`ivCO)fQ96!w{D0NL9!t(D
z26k}dN9>rSGo{~CzrQDTTHU&_Z-+X>3Go|>VI!`D11?fbsWWGJa0l2DH3XQiY+b94
zCN)n2J>f@7lVFBW!(fItT=mZebRLv+{|KhZI9HstBzH$xIo*As?QciALGUhESjoM0
zR`z9~Yo}mwt|#7m!xmmB)_dy}P<?MPy1TS2y2Fo<>Uexo<Gu_7>g%->s2dIvcziUE
zxfD0Gj+m+2xJ-;<>0Y)|2xD&M$e^QSYhUOOk_!Wjr(=j9LIf-g-`z2r0;A%>Ob<&W
zN(M8&o&-q`v70o%Izgz2XZF3K(+Pdd0u@wX>^|j`;1`-O2WJU7bZZ6t^d9Kq(#H>?
znOpH6S;~-*Kg8tH4^)zzBkx-|l`a|U`sWO*YE{$<#MgSLIX@YW_95CDGRLrNBI^8s
z)+q0~`j@}mKocizgIK(4L@lj<jMpI%|5=fYg<f!3z^}6x_r69hQ_YT^y=DzOZ=9Qn
z6b*05c`tW<1}m%z5PU}2m5FiZ9V#4sw1^7BGT6<jVaJy_7xGmyPzVavR95j0R$o-H
zou(A7g=#57{~?rhA_A0DVyU~c1;@3*if5w|yncj<+xc<NQ0Sd`5qwjv)&^o!hcwrY
z^jTx}={4`*7P1n!5jGf+Sn3xNdQ+dGu}OM}myhIFlggN=Jf3k_R4GiB;k}wxA1A(I
z0(&p)CABOW^!<b1LdIYR`a6U7#l3A^F3qTPb%I47k|bV8VObqG+7U^B=uLQ5V`V&q
zTk6Os2Z4Tb!z0C6+KhMa>yQ0YD+_HCQW*?&xH^jvrB!o<Ou~N)g?4o3ddKhFTnsjF
zYwfjOY7<u_Q}c6v4GLc6_1d9!d@QUp@bld&FWknR<*&L#YQ?}iepO>T_&sVQPx87*
z-87cVy_N!k;f`uXN8AWI4*#2xhAsM^wv6G{C%ppmx@pvo66xBc*#oL3kWMPXnQ2dO
zC@{$!<E;+*hq+_=czv|vX-8gMCd04|3^8mhcix1Vk-AiqB|?qQSJ&P`@?r>`rIRgn
zEoiV(3WFO{e=Sbiu@>J*LpL(d8L-|FrbOYaER5TTX~7=@lD{hfD7ZRyQ<dCZB31S_
zCdZ&%U-MlCv`Q8vILW+}J^qg49vSye`B{SYg2NTsHCp{=?Sz04m`cs6L^d+tdXvh^
zPRkhUx0w678GAF*T?O%7EPD)I1QULm5Jn*3Z(dzwuV8K~r)mou^I?AaBhceSrfrOj
zd@oEEyQ!b(etCo~RW9Ria|u8mVIFIt$Pr3V_S?9fqRqDF9fj7R(=N$YWd<_x7cW{V
zpSb)nugn+{DxV)#ph{lXn(hIP{%wbDmgJb+;o0aT=xwfhJgCws>Fk0aKaY@eM)`+-
z_Pg{4<=y-;FwJ%aWniFd4-V3NYb-wl3h!Npxlijh2;^5OY$hSUO$%KylSjzOU~tFF
zrHkLHdp;PgJ^$^U?DTgxJF`3ztNK0(?kDf?F;Gctxh+A5gfEdyORL&uEsG?NWocJo
zMmr+Q)9-A+G76G4eXi}&I9a8|)zS7o(ub(BidE7b7lTNZ@UokhFph7lsM=tACqhEA
z>-OetZmY+#PrUX|HlY6*yw}*&MJo3#_l61ZU{HjXYx2pc$$dAc{(#yquH*k0;UY*n
zJEC333}WIxpPkowN%Ub(a4YA#3h`1;J~%lfoXuy0RnaHOB{&WceG9+Rm$=%?q>5{5
z*fRy38#G%SJT_WJoMr@-W||acFKT4a_Vv*o1RvDA4$n|QBt-1!4)a+zkKtmmnjREw
z{$Ugtc>P4S)bl~(gEq7@&WES_b{YXm<h0%nI}O-5NEY@DhW|m!yP=)D=Tu2S1Z?|9
z8?0CgFUG;3MY-pix0#!Bp^W9XwX&Mh)KU|GwBdtd|GFY?8wS{9R;trABv4}uMzi=x
zq7n&P<Y$4$p5{UfL^J8G!_uone__;tv@Q}XJlTJC6`Yy>la(EsOOdBv0>>XG_G+ry
zTt^t26bdX4yOp7mp?8`W_f=X4K2DAFFQ4`5GPp2-QY#HuVA&DZBQ!-jIA?j$WhnGx
zUWXJwf0vn1x%GPNfYUPdE~m3{nJFu`unxET<vjJ7nC2ecy|7@EXcN`yi7n#iu<a9$
z+K6XalPRf7v9=(0HnXuf{F&`j|CcF4`-YoA_8<V^V=3VCsx2OUk~KYi{a0vDhRI$Y
zT@bP;Si-ZHbYy|OVnwJTXuw$En@1Q|xh5gZ+@;g<`+6{aDJfE+tP{4nT*<TMQiU;3
zTiY8cGamb=-yz4AE2#uk6|8|XB|QMP5%$pZJ>4pzM2#RS_KSjQl%ocCMP2FQZU+)_
z5RU0w(i-3AovaSKZjz8f@e;c_ReUh^F(L0ZgUnD~hjHvOHUkEazK^HQhEgfvJ$Js_
z^eqI=AKK7oxxGf#=m42*Y_L?l^oa+1y1qsX$42R+majaMvv{0sY>r%?D-$%rjJ3w0
z71(5n-jMIPRv9}i=3S*!O-;|6u&V>sqnzlObhxe6RH;-Wn&;l1m9H?jbt$0*s8V|f
zM+jGiDbP@M70go@JK(-*`rQc~6wXjd(Zmzi1`rI32thQZo{FZuU4C`=mCRj4N3R=+
zHdU$BoY6Zv&2p1MelirJO9Sn}9Xn<}!kTLbLR8h5gaTd66ucx&4Wpf&g;7);LhwfU
zhZbj>m)O)A5Zye4gN_8ac1in?8+Ag!=(z8N9z=!u+HW|xXR$OwJinv#ANIXfZrBYi
z?}-%as_&SME$~d#VOp>7tUT8P2B_20i@|2S2HxSZD&(0kehd~3vO~d4IqTf;8f(KN
zxT`M<_Bb4M!mTb4`)Ohm2N;2DD+yS=XulPCQ%lQk*jtAhcF{$#n`#>iy{h6)lPBM0
z`Aya&DD?UpMP5g%#%}WF&w9znXkp@R1SURU5}+a}K~Xn=czQ(DLfV^BTfmhb*cUqD
zPL>6lKR1TM{b%`4mK?jt=l0EN<?<Y2Kv=(%mr;RZA-)QJV5hLN`LHa2pUuJAj!V5r
zqQVbn`Yg%Pa?zCpi1CtYv+{-$AmIz=>Dgxw!{5Ngb_oo{G7(Gz%8yKly?ee^Fv@%t
zj;9xwiXoTA#R*EduT^YmYEGqxSPwA9ylwsULCA9Inl>~cRs;?pPo?xrPV_Kei@;Zp
z)nPM*#&UIHCv@LQYe%FxzVwN|qNNcrScoUyEx~Qq#t4+Nj;FGGC#jv(Y{X$L#2LNM
z_((s0eM0I_yx(qpnTuQD1yb}Gbh4UIQj`r3D96RSr@O2GW`Z+=!z9T<b&0ibe_QrG
z)e)bghxj67mj8~n7#!XTIDNFR8Z2Y7K^p*zc?EPge|rCI*ENn_F1_dwz(o~cwNG?%
zH1e6SY#%D*8G9*MnxKk$<`jR@bli*fEp$dVI&C0*i=nll^pC#GTDkbaF@90jHbEIj
zq*hjR)y|QT5+9Bo0DBU39i|0p4E&}#p$_DfJIMyWO;T81#>fa5FOF1J?eVdHgtCt@
zHW|fGF+y?^7m<7PLNo^A{s9Z%2cquQp%^YAfDUAl_mZQ~KG}a0pFKmSQs}GF*sUI4
z___Gln|56LYeF3$@=l{?x*-r92b{z#?BTrtsp-n>Gr&(ti8V{l67(F2#v;^hld-X^
zt~?vX=M9<_x2(7s%@umGCj_58as0T{#&&|ab-^-AiTF2+%z4a={YBpb-XN~`#^=Hl
zTzRtmqLhiM`msD=QX0No|F;R*JZ1U>U5Gt<>h^E*TH$y8HhKFXClAiM8Bw-5>3-aW
z^2!o;S&2=&f{y_uImowEVtPQ$sVAq}+;PY&f0)zvM!R!}UF3hHumg9$JuBJ~#mSH4
zARS9K<Ul>ouLg<W|G^J5*LMqYMT0@!M9y_VPOs`pZUezD6&@6){w5kZcHyk*gC*tj
z-!HlzkRH{u{hH`R4b0aUtQgOirwL0mVmd=LTg-1jULffnmd-{V3)h47ax_;u+6wS}
zgL!zytb~^sF{A#6$5#o>j^xCh4!gJ@f&ePHICQ}Ss*4ALr@6zep18G6DwM7oes>Ci
z_VR-&T1r6xO2{1QF%<3V&6O2qw=Txykya(#d3Sd`IU-a3;wL42keg%=A&DtvoPi+B
zxV;T?$z+Prau)ffX%R~3*wF-buMW;%(&n0?$}=NFrB?V@zK?S4dE_xyYQ65?^{d9M
zlKcs&<@p)v6^|E*DfP7A@nh@0pE)(=-FMo%a_TCc`nLd&lpVP{N9ZSC@4&6Ft^Tr>
z-W=qRgPJIWbB}X7_MMcmqxyD}3ttPnkuDfz{<6Nxf@XdKG#{OuL$nbU>$t|PsET<e
z+vDa7dQ*bnsbLpn;x*hf#--l<_KdS{ch<BQnccg^%Lb;TG2p5g9%-N<TX)eRH4jTD
z3=atXTI?)e5CfK=BzTtY9nYzUjw|YL=oCcF;=d=EZPfFL6O2N^8yJDFh%o2DBvLB)
zTK9UCOz0p}C*k7wZJ;e})$MM5iT^X*gFTY9)O0s3`LuH2Pt|f@kHpO@sG0(DuhGHD
zQX_w^*OuR*B)SL|xO(U!02I>HXF7+UD62@y8s?Igea{{nlVwzz0F0{Qzr?YZ1+cv@
zg~a*_vzCuaQE~4^OqhDApkuu5{hw}z?=`)-(nmRuAtu{hnc1LbLvXlur<yMux^b(T
z5um~&;)P5PVwG&0fC_iAfuPldwvAM6Bcx!B<yrKJTN~5qQP?mfi54ifR$8pZnqYUz
z+b{*nhb-UTKYq%8LyAII>uC9rEu>YN%2-MNw2SxX^mnoC0~)a-LzPxTD0*gowEY<+
zDitZb&Nx~WL(eXEdw*N+z%({+{0rZ}=pl_O*#Ct74q|ofe?fjM4z0CNkzH;ZZx3(h
zDn$)LdW_NWjNon9Mx6TJMOXYZhIowiQ6@UW+NgVG7EHsv%kR~ZIF8Ki3rTUn6uqc7
z>*!Y6%kLX<1TeHvieY5mCi<8=<yvP2^ly)9*hro}5wnYTQXxwUkT`ZEr74H(ZdKoH
zevGI3+M1?uqPPD>z~v;)AYlVNZw9*OSD>5;%DBg#w?rhQaH7<Xyz8JS87GTMV}Byh
zL&R2RG{&OD(zS$)4gTH()|bG7@aX#Wg}|nMk^G)`3tLy4z8w*#_GIAe19yYI59ids
zNurS!u~jmYa=H0*qd!ihIo2v&`s8R8tX=sn(UL9FJJltC$ekra7B<F`EDg4goXPU0
zp1*>x%xUf-ib5KEN7(bf7uHa!L~I2wdgcpn(<;L&9R=b+WQUcPl!zzW735+)5xa>!
z2UX&23aht7wunml+)@&3h0z!D%ON+SovsEHp*Ftz18*o!$u*3x#2GDt+Eg*4g&o}I
zH2Lx}BN{sU>mN+2ueY|$@}#L-e1O(7P)U5{T?ZU7uB0WBwef_jpecAf^iKyMv=f-W
z1~im>JG!i3Sr0J70P&+%188=1-86RX?(_8GN>>Kkuq|~>SYyG~g<cun!r=u%Hg<%a
z0iMlSojt~?C4M0g&*x5U^%irO+4emkC9tyq^Id$9<^=}EV#)i$vI?GKKYnogPx}T8
ztjZNO%htxn1&L6eC2sSaB@8;`601(Hl57yri<IJ!3fQ_?C9Hzii^L>`l?#_C)WkHJ
zKL(+B0q;b#n7*GH9KxtO$)CoqA*II6;V>g>UUw^S;y|3zpuf!>(c6^8%9NSu_n=e<
z)+yN4U>!~3t<;i-(5Zw$NPonEyNFA-Rp28nqp5F-%v1L;cJO)GR{#jvt`L*C$4}}K
z*ESg=Yh8F4)lh&F^W#9OX<9?ua;0fj80d)qFjHj!6}&mJ#&HjGL-Y|9IAAu#(_7Pv
z9y4diX)-cF9Qg?Mu^0a)nHxL*&hKR$fsM{lZSw?@uKI;MA>p+%P|LTrt#%w?Jy|7+
zIWJ3t|6vbWyg1r{32*Z+J}7XeVJE%!MpL1rPP?sNyx6D2_6ik76^bX%Q2?!<V*ZI!
zqUBb{atS)9_%YjJOcencx6-qWary_pDYUiuxwhMi*@W(6{-Jlw-Xtm3M9mD#Rkm6W
zeiA0$2$=D4Ww+6xEDvqL2AJc{yoN~jrAf`o=$ys}K*xE1E>N(qOgZD}&JS*x0n|CX
z2_N0`?kDVc7^7l69K!Hr40pt@veztZ!>3Dq&#)eroX$;#-#=FrqIW*|3Ca_q{Hmj}
z;LQt&uaJ@4784agyDW>IPv)!q#LYoV#rC5-yNJ_i_z^K~Zd98C?hJYKPZdg&G)!F=
zX}vfK#YB_2Q<BamKwxsVQ}|xEipA`mS-po??De;ZcY)LHuLeS7#G_N5yG3c4W^PCF
zr+6rc6brHs71VJN&>zuYbM6zdgz)MDbVSO&`lg-FjR{p=!Y7YA*|!uZswvmt^h)nl
zcOxJ2s?x6Gy=Kb5``Nan+`Lv>dtE|~e6+~-l`La5BQK6(>1;#33NavSvpfytqipSn
zNNnNB9@?#UqYbVjV&604(Hf`N{t5~u@iC1y*D<}J!oKa>Vt65kC(Z3%z{8#k0Mi$8
z5L{-8`-zg%UpFn&3i=D=Vj?=?<j)gwEN;MP(OLy9;hUrA+@r75v#2krtYKBb3PD?P
zi{-6&=@SQL<d9%9!1BAf!X#v!2X|P^aA)C<kl{*Qo@t2N2DbPW%-hrl6Q_slFx<aa
z?zII^=2_M&F2@DvA7IGSb>!4$tGsuc7(+%Hg%Xu`Qn=MmmbAwg#~KwQ)p@R^58gx}
zso?qKigSw32mY;|o4+6%e{}Lk4_+8z6B*_v*79e)_d=uH_0TLkJS4nE<VLP`b@aN&
zhZ9>aN(;N08x>%n_WB5@#UVfmOvx_M)#=l^Z~`BsF6>|gBfMBsaO?K9!M6Qe{K)<1
zR?vvZfVDKP$vz<(i<0~HyQJaPA}`V_seAr?`wdnv-6Wnl^X2R<q(HWjKJ=HsNbgQ<
zc3(GI31_ODSrl}!jXf!PHBG0=?ddNBx0EU}W^%{+u$)y>9mBzNoB1aVc{n4s_PNN_
z8?SP)nv(le?d4x=3ah-Ol7_18{EUmUnS7wP$t?H`V0fgHUE&cm75VTk<&M?q*s>y&
z<mSF2sX3gAWJ^Lo%vkM={|b4PrY^Qn|L+N~RovEPx(y!P^QVp%z}<W|dWs31DP2t+
zn34#j9^}aO{Aw+#CRmHR>Z{cB%&DLMDrxI)yH9T(RV{R0BYRhcyF`M_v(>(D@~%g3
zJ$SSuv!XD%@}w2KTq=Ty&+~ng(Lpr}cXv~WJ8d)O`oZYy>`HOwL^8RCz%6_tdDYf@
z3)Y}n%t*HMXA+=z1Pi(%^6d{oUFEeg{e8UU$Aa^=ZRSf_OvVi`qBqFcHF#u5FU!M?
z?A>-s5`BY~Zjs+RbGTteM@W9Yzo|K22Ae`I`F%AyFwm0re<;A-g>o4<u0o$qjw%MS
zH34VSGSv9~;x=`wa6TKoNo2$nK_-sBK_OoMvWG`Z?F7hRD^DqHzBZbMne3D{FjCLr
ziG%R$A%po9M$13RBQ!YvGY)MK=qCF%KXlw#Wltf=qVyC^b@HCJu?U(N;6)@8GwF1k
zL6lL}be>6WVi&F9PUH*A-kbrybLM`xgbWK+Rb$r97iHPBzc54+kM{`<W&|$dK7q?3
z-NLQ`KZ>GdqE$|o{G7=FA!Puyq;?sKi(?HZgRRn4y$z}-!^pPCis@7`QzZL9+AOx#
zWSR}e$5oF9aVkgKs>4O>3`oPq7hJ7fB<l9N$3AiP=Z}s^QXbb}>Nvg1D$B|G!Acd=
z3fZwnzI8R@%QQZk4BCX$wz^ndOeDI=2>9FmLZXO**c#d6l=7sAb)i0MI&vnHSMkn%
zWzVQmg#4j$fyVjg9O1k;ZVU6@7`8m%?YLKvsSYi&So30isXPAiva9mKtY)96WN-3J
zQs9G=e>^V8;;Jx|cA6aQBN(Mk+AjXbQE}jNGd^~-KrJEK8RBTGj=cEl^11OKGf=nh
z)*jsN<X?n3!fm2X=`Mrsxb=aArx!raBFNuqy3xl*eeR-4?y1uc^KoxBR7C6^BaI{T
zfWJHne_JFn<7dlU8u2Lv5$Z?v#Gmx=1Fwx(Dh$)pR8VSXo<U|Lz`KIi*}z>Q^4AJ@
zQF-wV9C{ws`ESqKHf~<wkEk~%Rs-7bdyi6DUsY&G;@v&RS>=^Pl(AF+SxZ6(Pqf&=
zOO|Yh;T=_s^nB}^PWKL4N^JROQPWVjP}xsMA9dA@?m+e(l#)GD029&Rjtsy(rH}#o
zQ90N^K*_~CQ*T5dG5AIEd0nY>p-%fX>MyNa%$dm8AVRSq@m>!K!$kaQmpP|yqto26
zE-gw_`|OVwwx_YTz)b{OvKJdM&Mu&jr$4K985V;~to}FXP?E!zM0HC1r08NSIU8%{
zA#W_y1|jfXFW+%$WpxL_E)n9Zf@&{FRJ}6bX1Z`iL;iaQ!2$ee4enXfA=sOn?Zt94
zf8=2Fo`-)_G~6Irwz`9GVT;yQ-nF!2!!VYlhg}(Jt~rT6^9pVbhHue61qj{b?gq^=
zp0mVwr5R-l_GI{;KZrj}MR&I8PNk~-R^}mQ!9Lm4g`ovH9bIr1hfrcxNjoMWpXoiB
z*`A)h7CrIRDu|NLJn~92KF+Pb8jxc8)Gi*ficu~D7v8dN(Q%;b{lSB>r>xh4S<uBy
zzdKg_0C8(=WY}3|ND6R#)p7mfHrf9QbvL8I;j468t}-G9V_)SP=L=m+=c^dw@5?a!
zv;xqJbD>y>!_+SZ?m`SkS7=}4XX;@leufp%mlNHWC*g3IgjA%dP%a~|iq){+Q3<3`
z5V|d9t(D%R`PAQnXM8xdn{*?YQ9JXD^uTtu!F5ZF1B^6Ew^{%0OL^~8AwtZF%j|<^
zEiaI^0`%}&KPz!B5{CtQWR)MKrnnZ<r6(I)0#UpHM`;jjJ-O<l0o|l^bT2Nn3<M4D
zF?lZ3h_l~Sml$j{7>nbfQ3iZ?ngAMsy}lGt)buCikgmEnUX)^>mDv@)oZ?@URF*{D
zL(}!ToUI2dwP*jl*t_i05d$vbpxy8%LF42w5VfNU!?%cD_TCYw?6+s22bZ8WxDt||
zE4d5F$%<x=*N^a<qvUYdSm2!t`R}FiKWVt+zkP6#*r(v7)R=|lZaQ@XfQWtsoA<lD
zG!rAa^Z;%?B5TJD*2LT%-L*idPP-*gVU7ni!B@PG2S%=*b`flOqr*s|jxMwEJVSgJ
zCrgz)ztP)=$LznVw72uTT!$!umkcGx4G^*OMX;}`g6FcZ4mI&0Y&t_AT~B9g2t`0s
z!8CIS&5d5BlYF9xp=MSuwBXm3llJIyuozt($bMwu(wY)8L*76?pUe!~YL|eX=qR+-
zB*K^QcZ?jw#@H8k(R5|c#z)>;;ho?SOVY;`^AFvwQ}Al0TH_5K#)asDI#VKVW*AB8
z#f^`yGxA(o#4?OhqP0H&FrlKR(y;(-^HeWDLay=eV~+qkL5oRm+Azae=w)6cVHxPD
ziowSYJj}wv?F#Npod_T%cdJe>=8463!~lP5IkF@Z^P^f>#Rgi{VnBy~hP0OQ#AKb?
z#=5vGi-HJeXcCNKc-#gi70njWs-;O1)|Z91m0=CvbJ^y?zZJw1Yf2>aVWP2>z>Ie4
zG|mH0rL9w<9IKgdde}5sgac70>7?(GRQC<kbclkbtG+=Ob3~oJyiN(X=j?3wkcGhA
zlnTjMZ-Pt~Jzl}l2gq?TfDT&+`2#%TSy_#CD;I}E-{0kV1wee@&LW_Otf6#{8-c(>
z{T~a)7vyF-_X^S_h?q}9=z$x>!B8euJGvvE=F9agDOR%cf&#2`Aj>E$naF<PPw9$0
zYIi_9#S`ddSubw14_iXO&dUI9*~yodc?xM@QR;EE8tw5c67rM$)EwahQ*@q9`su_R
zfMA~YDP)DM$slxHSGJi;_*GzA(%y_r(e$IGP8LeRasrWbhgo}@te3g{lpx?Aa@=ox
zNMB;7b*kFmx136B%W%Bm*q0oBH!VrwyjJS%t<qmwQ>B?+M1Y|)e;cq#)<m-J>R*Dp
zhX*OaDWXRgIr!L!7ckyG^uE+jJ^O0m<+@L0^E_Nzm3suaX6kM%2EA#Mmdtzn&hGs>
z##<mWdUATb;$!<~YX>8npRkQO4V=B;pl%2UuGRkzcY%Y>6zy+n6ab@{K;(6T1yo@L
z_^#E)p$Ic#P!or6&40}L60-a%vWLKK(*~X1-hh{ycL&0@C3S<gM8T04Ac+J<VlV#u
z2`Cl0{E~E=3`o_mt)(1f@8*z`9!0Lx_9(<M76I$e@o(J$*Bgw+;csS9`<DXwQWJ)>
z|6)2hadlHNAZN4j$cy*osc-LLz+ZrVJm@&YzX_)*hvUwf!O4O0Yy)AE0bhu0_&GK@
zcgI*YrKmg@Q8I1zY**6&>%?<jT_(5aIQa|baIV&z;AC>Z3T<5Fumx$NB<yn`aFx|b
z^v_87=@CdF_Ae5ptWTfZF2=yI>WgoLP=46Et^l*deCH5m{M6I6!##${QhyBj=Dc4*
zTh5};hy#djT*>q^@;0n`jYbUr9rkH^8rMtBj6@6{twy}dWr@#3KmlvZJyA2M{BRtR
zTP5|C@?r5C=3pRIcZ@pR_l+qo6gPs@0Vxy<`B^lxHwOk&UjM50Bl8-5EG;@J2Cu4%
zvtt3PX#AdetJ$@hW|*Yh8tEy~-ew(xZuDVys%91=+3nUFR!g@h4*A=ZtH~1q>msSb
zjdt&t)b3l1QN=K;fZN5ot>&i7tdV2}=GvEWjiB7G(j8RE#<*|6N6X0GbkQyzUS>I<
zSt*9;nzW=20th4v9QBU?5<0$TaEWHQUBq1R1#n%|f%pn~QCPiWN3Z|y4C9(SY=Nu#
zIEfl$p?f3^R!1n?L`;!=F<nc;08Qc1^7kOs@EIW1v>Tp#tGg{igqiLCj<yMGw{!Qy
z0_jRyF^<x7;!kcP0mDakiIFDBR|gg5lLX-soD<&;D0L=lN%2BeBxRT%N&|%|NZ>a4
zMt={1>49teG^Of^BFM{#kj<BsDgJ!W<`x1D<DnVIP{7*yHdzJO-;UPy)t-4qd47Lx
z{T(~jeA8obt6tf;picT_hM8PCn*lq@1S!$1_BA*wu8VP!2nfZvV8ml$OvR$1sS{+s
z;Rve2+=NbZWtD`F;GccMO~TkAkS9(sZY!AMF7S!KA>dK$U0x5Sjw+DOamJ$3`k7O-
zBXNQ(G7;PbJ~<i1KZ2W;f3wugF<uGfSVv2qS+A_J8faPWK-B+M#>CqDU<9&=YTTLs
zV>2wm&CEZCwhYq1Qq&kre1sE``*Qo(|EOn<m$-(VTXtocl4K`~Z@04kpU46p$lEaL
z??MouuzI!;@$Ku*r3{w#-1x#JQ3m>D3K;f`xi#?2wu`;&O?sck;k5Y*%~Ow;O@Z|j
zvtx9e@sM?grhcloH2V7Hr76I(aukToBSS#E;-a=C?cu}5%t5o@VMg?q=JjQdeYw?(
z=8y@Vvzyp#XNSh}w?5&>@r$);3TKFU>61U&<YCrICKs{m3n&Gs2)(>r4-5M>jXacP
z+@Ltj#fP}`Ys91V80VH!)LhYO%zJW7+xQ6Ha?uBS(z1J-v>$jB$*l7FGM#(;pi=^&
zLvfZMli~8x8%ivp18JL9Rjcp&%c<31(aOOh5zD|p<s$V&U8Oh&n@;*EdCpYb;G<p`
zu?bv0hBt^(W_BTEi-an)z?sVVL)mXGolY8e{jwjWK1T1oE~P{-C)d6G%i%f&Qjwsb
zrWgk91#RSysx|~vx$*9IdL(~&B9|uLXdgV@#d1Dn70>fWgFdx_g$Whm{ewS&0f|b_
zcHLjCG2cSZs74?U)ZkqLRt<X(Ec1b-;B~tD^%Pe``~QcfCuC)GV3vvhgk2Cuif2l)
zB~B^y^ZZ?l@(q{VO=d~ad#9R4Gf05lB+HA#DX8(+UtVhnFNM`Fw~ele5fD)I23|hz
z%OFg$`yFMK!u%_q8-)C>eJU8!7}{$!GxFz~I`*f50||UAb~~mP?@KbH+$u~8HNITS
z?^r<zLB%%dbnmTIX#ht+xWCE4hBu{q1!kr4lh0gS>JO_E7RNbA&}u9L?LIL~y~X~{
z$Z?W(7@2|-kn+lJzF8USS6HHlGbt(bMzW$7b*|1jPgjdOYE-L~37WWir%T98pABwL
z_cx+d#tAFzj^UM<pBDp0R$XGYYjlvkGoIHDS#dbFOQ(NSEIjWMCT?!_v;29M4B;!p
z?%dsO)1k(CO^pvVHZ$^;Ei-7u&jb1+&+=%2bVkDkc}Gc*;Qn*x`T{p6&|ALiL)IRl
zaoh|Znnhh-Rt*w$gut<_YhW)fwmiKJpiMXMFw=Ijk56SJ3=cMrKATkB&O1kiK6>pz
zPc-Aw{mTLcS^JurQ^c!2#8sQ~<=)#gCgDuLUmEoFk_D~wCZ>T{xcRvVN-0>L?sm<Z
zN-j*WOW!c85xq^|OZB96zvs<~Z+wAixH9~XG}Mc-h_XhtCPUCJv}L~e^Fni#BWuUX
z_2%%MR-PAQYI+?G#6Q*VT^``c73dmq8kJw-Nb`wCVQi|RQgMu<>JP?@fe^`AfwpWA
zH>Ic5B)hZ%%0z><#c^{Cu1O*sGBlq_lG5(~*E`u-RXha4UQON*d8_Q48ZlR(<(1_j
zhhTNTQZD&N=GF^G8`qSnrYbS+bqN?d4uZiTE7`SCd^X`SgXX|E*tLT~Bcff)VWZ2Y
z(Cv$nNINR6Z=+7z>;BYi*V~ypc1M!MdORX<L{$944_OQuPXKI+VwIrnB6v}ES7xDl
zC?f2Wh}Ej-b2vU$taJD&&~Y37N&qRfmde2}WHxW;IR28f41u1!YG<}cTT_Wly!u4M
zO>j^9;^qpT8kL7ji?g?bW(IF&xsE)b#S~q^q!o%<S5k^#Ub;lH@jVdX7zk)6YRg)!
zAfU>Nbbg<3Y>0Z>AQS0mUeJW`8dWw++c1Qu&Zob$b@q2MrU82~o|rIsin4^aC*_NZ
zx$E!3|5~~=m$Mvl5~f#<UXuVHi1G=370hv(_s*k70TMS6s-fea?F?<tFZdK<vqQy#
z<wj0d6%Ad*)k#c+$!aZJhz&hv=2b(v)gLsy?m(5RY2rU6wj}Ty|F3->vGIgojZO<O
zaQo1>HYNfqVqD!i`RS<$cFE5*0>-x6ulW1AvVW@Rhc=k`z5mdidwr5d|14n*CiQ&R
zkOC}f>3~G3gdl8D?k7o5hb~XoErtV<yXZ@LUQapheHs2*iX6-BwBotCXwfLcR;ETh
zU(@Vzz&f3t(Lj$@2bxIlpiS@ez?K#00Aa2d$TpI*k}zO#1X(ci5gAO_ZUiIPOE%f#
zaO@tHZklzEb-fb1{bIS{ktzq4xojq*TkRG3e=+vkYzPAhW5iwXAyP=Q5QX2<@-8pD
zl=^haD_NHvjm^CJWUuUQR6!uSu*TnYFQ&-db(&x5P!(`NV3hf6Ne@Z1NOyYeP%ATU
zSr;|2;l<D7%?#Pbkax3MZIQ=1_+$byEg{!<E`w+aaj<`JwJcSK++L99sY~h-G}I}+
zgDHOYKg2><i;f;ZQXiTPBWonLe6nIeGz_P$7S_<>|719gD+m_~c9bL{>{|`8<}dnc
zfvGui=T5OuV#(keJ?ko?1;?5Z@mt8Es#U?BY-3@D8)j&t71{-`47p@Dt&DgBTl9p$
zB>By6Vfby^HPr<&X(BMk(rhUs`{S;Gv0siR=byiF-=)R8a7>mmdma2+qIfOHw7lOH
z%)g9OO{{3*QB2Gjo7ALCL&#80#nV6u%MWm73M?;iI6G{(;7vcuPHSeIbrd3=!zz|+
zfY?zO>D1`%j?Qn!fe6T?`aMdZ*fx4f@hv0}*<a#T*PtM>9u4B5e`fe6CVHABK!)_q
zrb0o*=q8sk==&D$(n`%D*O7-q_0nOHgN7yr%Bi?u;d}47Gt#o)smBW+?0>g}Pv}s|
z-C}=Oe0!nlrF*eR@MS_Xx+I9>l6)>v9;#mCJN8_iyk=pNf*fQ0zuuhg#f*TPVUuz|
z+APy~N!5qteoId7FxN0u$CW_7%*B+CSyXQKpW>EwJ$ogOb5$iLBTNV9+++ds2o}Q<
z<QpoZONr86V<n8#tM`;XA$~+zMA$}cRFX!&K^BU!QuDyAwDM}pPjxkyDB(Tg0E3@i
z;hR@;`Y|-%@3WivLuWs?>buw&;$3-5U-3Dp!K$NHVS_|oLFs;Lqq$J{GKyX|i??(k
zqN`nP!)snwB@=7uG5S!()^kmyYd3=J2%A=ONf@1&aD8qCPQ^F0nIB~9AZUsgRqS+-
z@rw37f9Jq-$PO<XcF@ovoO~5lKPL#QGnv$<dNuw<eEs`<ur_Xm0+{>F0reZ7rkvpX
zn?CLaWl++G?kNEOFXQ6*=5R`)d5^plF&$=PZ`4hWS*$XIZ9ydV{XbOWZ_i_n`zm&$
z!ybg@9To)tJBblN@t|qz(!`rOCW3)Y+4u{`ZMaw^bF#r5pFN)-H6o)S78bn;OYPiu
zF=^oifsKl-=%+4|s*${R3l!8g#!QLKDrC6Xx@lMe9Xdt^5ur+M-}Rya(29Rwh7OUi
z+vPWLro`QY-Ua}^{fxLqSjLcnM*_u7ZZ;*qsZ_+=6M!Eh<8kS)CGdMG$4!N|L{DVX
zfIddVvLM_>3Dl5Nxbzw;sisa2YdWn)$t<T`0&$zs|1wdqpM$ym-v=vp%&xfAHwGWs
z+a*7Z$B&-9b9KnGVI$A5yW7|n#bzphDp1)bGk}On7KChdq7SDiW`9Kd*Y)`91B&h*
z!;~9!Gg@qLz=0;l@=Mr9#twQVE1xZYS<D~=gANL{Q4r`p?wFp%vPcJ+dbCJ5et1Td
zlX<+7PEZ%pNvwSauA~g%_~OLCRi=J|!vJ{2ebGp_$65sNH1n6<xR#lhv{?<#A22P(
z7JYRO52=ww(c5MT4J9oQOTko)(r4CcBXOy9<`>N+`7)>j0@wZue`(8<;1h$rmPRwt
zi!!KBj*&P!gL?3*q7N0Bkp^(S*2m0P6B;p(*GEMHr?0LVHJfYg`%UGa57xe&T555$
z!ZrbF(U32@W(ys}NAzQx=u=r=>=^75nzCv$kfh8aop*?9p%N^gNWTMx<FYKY-Fzx6
z0ULNQcAN5Kt^&b-ZbW;+eMzWXyHxIYlNrtHOljZv$g@PY<(tgZl2)$$6d`BxdO_h-
z_!6-ku7vX(WznP>`V8+k(Uh`2UE*TvhJavbPMz5ksQIkF#2Pc3%w*3fOb&opxe(mF
zyL6fd;?efJ<54k4+o*kkuG!4{GGexaJuG-fADyV_g_>W0$>i;YDZG=cX8(lees-N7
z)hGxGD*OoEPP9)V^4!%7OIyMzW@x)V(DyQJMQe7Q@dV({-K||m1(EYhZ1BE#%l1j;
zb0aT)+GlV_I2f<)qr;HSvBMz_Ll+Bsc=UlvM!%d<+}%K^0MaX5Jw?Zn3|mWzr@yl7
z?a+2U4<1pRxbH2in_4wWWV2rVF=S}LK9V8(DAycu`E<iG>I!z_=r-9q)rDt-5Qp*t
z{h+gm7v+0`%6;uP%?xDsl&ZgMM;oisPJC2C&e(yL)u8rZf<NG;<TlNm=T=0tNU>FQ
zkE>;wW*Vzj3>Vti^!~9vM%~fh0L+1pt?ttlw2Td_EK2JqeYLq_xllz&8<%M@l_8%N
z3Z-?7Hm04_i(1-Qz?D=L_t9-AGfW%C%5_WOs?37dR}KzM0<Y{8-8FR7S{pJr<BjR<
zQ=r+p?zKSFSC{b**JEcHdu>bX0vcLg%*V8?#B9WkawV5Xu!*K}g3!>?@Wj|Jb_dCA
z@9)v>+Yw2`auQd8e@{FHPVCn|!+3ugD(xS{KD~$%Gg-2}Eh^GGb)Fp=PvTabh1S?c
zQZjH?qJ_ih%HjleXDWsp4t90cjmv*I0tUKy=!dD^&K?o3nPbyXbJ;E9HBNh9q>$ea
zonm*V^s3tLbvv$oY<(+FwYS7Hzhy0orpAUrrIq80vnqL@uV`~UpG+M?ZBR9Hw4d8_
z5#>&=(NOw-9z+L@T<;sx5=7^LbYRu%WeI?iHuVc~%TQ4G{VD{XTO#jkqEF+*To<bS
zw#E45y-u!{JP@nj`QYF-P#J5zi*><?(+5LoDh%GOJl09l>hnW46`r<yTBr{{Csx8Q
z2?C>1p+ncHU^b%Xk1Jvkcd}sYg|3i)WlMRq<^2(6)Ctm%9A0Y^k6vsh{mUbga$+dQ
z9C)_t3ZxV+McV`Y2ttWF!#$fRnJ$(95DPCY6e>s)`-S)IuMO09IbSXds5PAnIQS%X
zFjpyqbt8sk8)gV;&lT9Jtm7Kol4qAKdnP-6c|+&8Vh5qSH@pI+2I<>8sy`AxQO@}I
zQ*iJEqDe&xoincbs4&$U%NeHzpZU+IG7=Zbh<3QCqtQ(;3`w~OZo-UqlJ<ORYMSEf
zcS0q`mhlV$(}UV|virkYoydY(rI&jd=B=!@Zc(7wXjz?YB{U*C2L>)QaD_~)2f=y`
z{y?Q`i&h<D;BwlD1_Nl;#tVzD_$2Ake;upI<>oZW(Vn+ZJz9onT<};b2hH7Jvg7|>
z@htHPdFLe(JQaR1z;T>K&<}2^K%*g~F=8RBT%rmmo^lFb-Vzj=iYJ@zVW^Y6^R;cx
zU$@U%rZr!ruj;qhLnlk45#^4J8X4h^;aL{XIG9CuAcNc4ex8SM3g|VBBJPy=1H{9N
z^Dq4*>M_6pTZPr?Vsf7~Fp`t3{g+WB=Ttr0g&!ImZ>xF1ki2q)mJkj?r|7HK#_JUC
ze5B#e!}rSzD;YS8vnugIc64Mi>=dM4DuQl32=R%v8P_hS9(<9uy`g3s8>TyBL)@cc
zC^r0)MCiIAZn|1|2)psnKNVp+oGgsItiu2V(@D%tVIgr+u$s3|Gp_9J_3?c~r>Gm{
z`PIt3`|i^b5R3Lg+dKB~B2T#FED7j~tflwz*9=lIR^g_@7i6)<Xg4D3F0;+@<P;HK
zax>C?r2aBnShN+|fa!*!aeb;kv!R95!eR%t%5rD3$DpvKXv(m_ylEVzf-s_)ZB+sn
z%lFsF+=n*HLs(zdgwCAu<5#Sysh4J{t)OeKDvevww>h@M&JRhOwa+mG=E*hdhAejj
zMimbNncmuR3DXlHWOK0Tur?0Q6V4JTi{Uh9ai(z%z?@~Ka~BTB=WXTIE<c^xo%k)D
zqgWObSMK!9D6UQDounITtzYt0g+ya3Ck^F2!@(naI2iwKk(kEG^~9mwl@nWxJMGp<
z>|_^Irb$mCuKrESVPM`<NyT7?%4LZ4{I#Ld9BjDz0v`9nJyUgA-}59w+_1O9uMkbg
zR?^jK`BBv~GYaFNx0fM-&A-FR$QCa*15ZKqDPp8t0^I<ALGm-twT9yn6rzl!V0Bc+
zRYqN?brIcnSi=le%cmK9?G3twO=e>O3zOk7d^47u7(K&j<XYaRq<9F{ImYrzSV$-A
zXxxl1EhKI61k`%Q9lYHL)E3{;@{Ve%Y%7nL(H3Q78}8YX&fHj2U}(xGBeozr{+TC5
zV?@qj-U&tgdX<&~hC?b(gNCUxL>Q-#G8zTtadXyAv`1wwjsTD2Kfe{;5Ksyskk(;g
zlOW;l^ub@HdN4gwf5vsnB^O+5HqZT^$8f;dfYrSo(YvbX3p$;K*$93nZ9cfD;y>e2
zk0Kv#sDat2qvy<Bg!xF%YoBF1XmghWUujaw?Ix}<r#=>CoG3%CBP0By!T94AH$zwB
zc&s3-G=2&H^;*7pv|&6OoU+<*&K00~(4IQhf3TS)7FzdD*iC@zUd`e1ms3=lGk?BB
z!&os^LyaErmg}jvr^C(v|BJ#FVbiU}$Y!2R&Y9BjquH5O#i#HUKQb$C^5oIoi%mVc
z7}OG7Iq4%4>;j+;X3;FnH(VCYc=k}+unQIR#yPZ>z{_TX(HB!y5%k2~Lqhm*=UQ48
zS6kSDr30+j2&436bbkJ6=RO)bl#(6Lix!yM@93kL2^arc%wvngLMT0-55V0PwH!h@
zePuzE$awAPTjF!SKe(Q7tKwt39X>_Ma&9>!yW5Ge#*8M`GNnI+n4>>MH(P|*nd$Vr
zTE(C4WgynpA4-|UO65-vKgtb>kv1~^8%Nq|H&kX#SH(!6%e9wyzgB8i{HLPShB0Ys
z3b41A_K_gH#*2ojG|;g4qr7YP4Q4{O3>6MvZ$bD`B)j35-~JZVA%3LCm<t0s0F4q2
zJH5N9MKb7nJ6nHkmnYg(7w@{O+>#KTTgdS&e7xqf!UJW58~ga+5|^;IH;wi#gHr#@
z%gi7&wGm)!C{M!EZY2t<GhjRrAoQ-qJIRmqO@lj}ceV0?S&^Pq!gl+c<pmamNl6ZP
zEp3D*7C%sh9}EWl=scycQnwc5A#u#Ipxen5CLzwfN?{fIQ7FjvpJ$i}XL|g)0%wAn
zuQA5CBxU`Z6hf&nrNQ-w(KX;;$izZPhC(Gjjdc~se@2M`28<M@-QizirRYsS5z?k|
zX=#q60g_b$>yR!43E<hmJ>IS0U;8xPKOtDd$(kR(cGD;Svk*iqqXTf<$5&@=2$CAg
z%#&^ly`bmC5%=btaCUt!&#kRKVri&Xxlu$Kk3;+T7#8{QxQOXM8W2PT^dm!GVG8EU
zF#_AyaO~!6I1;{}$bx)dd#`Ey{jAY-GZNH=Eq^bg&%V$v;dK^Qg)(Fb*`vP0U8{C#
zaE^|zwzjApR~(baR~LCpfuO`PW^?pu(am?1Uy4mqA@YUIeEAd%akbpmhmH?$?HQEw
z&8VvtA?mbhW?=W=T|=Eb|2zYXKLpm-Fa3z9(0WBsNgvA52(VaN1BcJ4p3U8F{*UjA
z0h64OXy4|(T1npDUk<*}_*?{brg(6CKDN=w1ZMzSw72@k6Jk_#^dJ2SE&>Y=*QO*?
zOC|q4=kX?GRY1PM1t`Vu#6%Md99oQgY3wtlZv!+Y)45@D!nG(YH3!FA1b7(r0nIu)
zJnr`@NiwRAjo=2}^Eoz@DVkx?7agt<FxP0k_@-gs3()GmL^#k`$0B=D&!bAEM*cEl
zMmG?{F-LrcEzlgXxy)epWvtTKt$|yJ_pVv9P(JqT5YDBH8VY8}y`Z^0l4SsSqZ-!0
ztYL`lhd<IZKgu@o6ceQ?y)c&B*!qKieRUewFd88*L6=$oSeE@x;eo%taQe&}|B8K8
z`7DNi-1h$=>m8Rw0k$sNvTfV8ZQHh8yKLLGZQHhO+x9(Q-0qI((~ppuKh~NVF~=zU
z4UEZXeM&BVlkM6v>fr>42H#or3*%f<2CuzfF47i|hZ+izj=07wFSc73l_{m43HJFl
z=PIV<?T2pI2RB2qk6Lyq`qk*e%qu<8<F<lC`$IU+)D<NdH<XocK+<UxyHFuT_P#jK
zt16nZ%S4iHF56kC74$Z<kJvjdX}IF6UD7K*GTxBb-iTX|QPeNUn|uXaBI`K~5Rawz
z2yOzFmjEGZM)mrBU%efoU$*jwHF~%dA3%YrpPETA$6heyi+LR)>FC5r;Cre)U&om~
zB_Ec48N?-V8vQX-3@PDEC%q1r`L5}B3Kj)}@0m?tSWL!Fy3+i%<HxP&cnmr5c0L1|
z&<0XmphgM;aU~brq|ma7^bAT#{Uh09F2CMQ1|XM)@oKIyTm>CCvNAf%P?kwe9@I-I
z8&YwnZ)7HJgh;QJSd}a{#`4Op1lQRr;6@(iP)8xCd!5j}9v)zs24L4(-!3MUH0FJ7
z=z8|rKixg@L$li-2?DyDnh77`#x*0K;|#E*&5L-AMUTImxdjI&i>37UR3m1&ku=X1
zHf;J~x|q=^XOq=i36#91b+VUoQMC=isMP+l^nLrb7kTeR-os<5gnPzkPCB1$zmG^$
zKzJXvz9CctgG!wj6=bi%An}a2M9KZ3O47-bI*f%2IEf{gOKdMFP8SJ5|MPA_8d&dA
zl&u-QcGclwIcutGo-c6=WI!hB+=+kJA>W!quBu9p_<9tAVcqqUoGq;>S<x$ceTro|
z;;V<l=Vfy0ZMjM?KQnOEqMkK)J?@q}vj|}6b;g&*_<f5Vc^4(N#K3ZP>LDhU;}9TP
zli`x^k;-FZHAE-+I+3Qo5Y2qtq0U&~#c7y~pw>OYW^(_QH^}W}waH8uMnKWYOTKe_
zhA>zK4OGsi1k=!YQ-k4&)u%xa$YdE~nkKM@@ph<K$3q~=f&YR5%sk?+9qPRU0Ti}!
z*J>jJyTar3jUuFWTP=Vy|Gd(l1MrxRVr!Kc<XMRoys#az!qSBUwJ2A2?Tu$X?c9Y`
z6DIgt&ant;I_QHo`SGeSEMb2JTUg&=noC6F68R+%<S{-XqCLg=G-x<uNbnRB^=NpM
zo}}~tz^Gt}dgmMll*3Qq!=ae8x*_cAdjtD2yEq{$gLZ*kogt3k)+3u2(yB1o*wzi1
zjZ)hzQ2ph&Y9@vHyX?|a?gb5%>J3iHDby=?KFO`ru%uI0_3CpVMy3vr<%f~2Mx?Ry
zwy16=cnfu3^ZZ6-64SBUGa^&zZ}2?Di$bsAAJaoRvCEp69=YE9jKk|0Np)NQ(!CwD
zDeHhO``QQ(gl-uqSNqm~miIu?<4k%4<rNEBTbf{e)K;C$uFs>(Ke36+Y5JQC>%rU^
z7@sQx@^wwou`^$h#qI_w#GCmP{RURrW*o=~zibati7Iw2H@??XK8LhyeIEApc*dc^
zVIGl21Tst!7Y;&lLjilFCt%OJcy2kuFggx$nShN=%&xT3C0gYNESKfMhH#S7mq^-@
zYnYV4jn%3atiEGIK!%2E@;lBSm5jCbSfbV<p?#<BJe><V4c(K}l2gR2WQ1a-K^tGh
zArsh)#-Sgwr=f&CmxhG^=PrayMUxvzKJ(kszJpp`svzAjhig%_OcURw5U2nKt)YVg
zQQO?T9huK8fE!P^iKNvixV}F{Y~v1v$8WpgxuYt?wG+`}cS@RiKRaR$izzl9SJI~U
z=Tf@dS_Coley7wd2C|{T>`|Cd+13$u*X3Fn2gd3zd|DwO%7GSRK9PsI>sk$7VV)kZ
zfAOj@;Qx5NufVm9UX5`uRck;-xl!lcQSq_!(djUpzP>7nR<L;1^YL(jbiTa7a1pkE
z?<4q3$m1%?k=$9pd1bO@IZ|7E(lhK(<XE02oH??*uuiOc2Kg;WNm$lE$@$AdA~=n3
zIW$QFvMybc{QNH7`}dGY;}E~L`ZT%Sc!Ko4z6kd~+)~Yc;gmRovS}p<A~7lz0mtM1
z1Ut>zhpsaLMJ8}8Z65mhT+nK?4@&bdXrVvp+54CHw2j@QGZX|ho#QAAr5KX@g=)@|
zW;LeG+rX$g_KUM<M5^!8j6Xx12DAl~McCjW>13J(3zkUf7-i;cBJ-V(-%d8GiYf(_
zrwd$-cVPJ18`Xcgi@W!d8pk%=$A!I?5;tILYhqF?=?WjTN|fM)9%q;#Q~%5zhHYea
zxP*Un-DoWs4-okB@RV1<_6tTKb+mDsRA&@cb_x?L4ue<4J8G2VaLpGo?mM$i(`)1z
zce^l-FsC7rCM#+y=Q#9hZ<$aiq8P-dItf&)@K<j71fy6T`N&lJ$|N4jyI)%<R8Wy{
zCj3+v^*(Cdr~Gg*QB1$r2>f{YEZ)i^hag?Z!l5X1E)NpF%f@YMy*<~_kX3Hd=A5Da
zg$C9<*a}%G;DRXBs{EU?59<s+g+i<iIj#`?)Ss0N*Q1ES;RE!c24dqY$I>b#7H;_5
z!_3eYgP@NoXCrh*LpW;tz_5g}=V8Q~?RhZG_hxFzP{s`a(i81BQlhlj=hzMYsdxy~
zeVq1t0JP$isL1JGmI&6CsmQ{LmJWK$0Imy$GL7I{dqIf;A=dUoXor`swleN+rfVzs
zD+5moVtXG5uTIUEE?VQ~k59+L3k0<WSU2n;S9xQe3YaMh7CppFV1XctWYM>`1;iOn
zgb;objT^nAVV>QLix}<AF?7o$-zDL8xg_cr&CuobM+jPn7QdkB*V`!O{@Zh6m0K;&
zYRGJy)YZ?b@y{AR2I08gT>4)e?Y~^`Bv{cd*uly+85|-_U67_diS`b#+5_v0+5X0K
z_cygQ{_1d7FDs*fVXr-pl4fdCc>3w<*A*<Y7!WM!foEuq43b!BA(8}<*BHh#Bc$>W
z(JE&cLW2&Ulp>6H=kxX`8$Xs%j1*25Qjg8Sq7I>+!*}$<Q^IS{F$8?KsWy;20&cO7
zBLINj^lh^*c*+VD00<Ka_7FEO?mzT38w;hBFT;ys8?Pp!Kx-fUqBsjsoULeRCbhlf
zDP|e4fAapf(dSOHZn6_}BI!S|_C`8Kf$?WjvvGY|If^6*+u(nv4Tfs$Lqr>{%o3Mq
zi{h(G#VWdDWKb)hXDrZiSi6W3A+n&2;7b&O;fb07gAvfQw6x(}M(v*Gcok7B>zlWL
zo}WMKSck6>X7AvIdX6m2%GTPZMa)ojMcGR<+SxUN%p<uVlkmd@l9WL(kpoE~vXw4i
zt`<y7XimQQ@8n%GcTY9{)|mVtp6&XXz%wv%#>{2zR|S%lZ=foOH_HMOq7p2&rRb<%
zLioCRUp)1du{%d5<hy#4Zk^`;m@F1PDA9dvUsb1B_Jr;S0MD-01b?9qOL+_W9jN(c
z8?RMFipq|o81rp^jqq@a^3{)UjG}*xi}y|>(SyoK^!hA+?P9U_8ko8N@<j3>52?p0
zc9X}~R#&YZSrd&oRZJC=Xh^U@0lhKAI>jR5F=TfM8&QWbj`e~tcoxWC?)$*gMslZ}
zcuo2S2iM?1PTYix14Jq6n6j{x)ik+18sS6W2pMlChob%ukqRo~FAXha-lt?jG{c<2
z3H%V+Ejblm{*`^_;*dkk+B5v`X4xSesj}^E9H(vE=_#g7x92)RXp2&jqS|e%6p<sg
z69$+DxwoA(J@#3q;!5x^d~$&@4K2uUJ@DFtrY^WpX3}PEycK}QryZvPw=;PLX3Cah
z)xHjXH<C{6A3#hcf`FE5ev6x);b8&Az99Aa0le0iu<P-Bz%WdU+mv83MX=@%SWT7Q
zZ&%UvMC^SND3-|DP}f-cau&~O{s;P#E8OPS4ffo+CKSzKS9r44#f^Ykj`^iAX}$*<
zxdlZ9Gxx<w2bB9|qUFWrKt+0E%qoF2UyTCLU=AR~IMB5-9HGQ4)#w4YT`{Fm=JzKp
zxVH9^#d-LEC^&n`x)UELUa9SMcgPF3MP^}UeJBB<hM2^HHI7bQg7q2Cj9S0l(Z?ye
zrQmha<;`56*&4~%3D`@%-ZTeKtEJBSK5pylWYx$eMgkK7rld}3%asR2Zk5S%f#v9O
zw%?4>cU|eZuM?AI3ecWtfqIPMyDT+{!d4D)YcwEBh#!S!i31~YP$9Vsh4`hr2%V5T
z*4;%ilEj}?>?`zi(a5bknuQ`C8_kCnW2m8qZMalwS}2S}-}*kzOjX|U6TxW~CFWUg
z^aXCNPrW~!UV_66t{Wh)Muvi=tHWociz{koDGDU#dO@iRYa27HmOIA;A5^yr3Yp|W
z5h&m7oprylYFn6<rAmH>25~5Zk#LBp5DVAYNekxrD41Jp2N}=jDYh8Fdu}3DNaa^R
zk;>8+pu<C6I=Y|N#Vu#=FM`~xgn=Uc-Ee<3s85l{pM~Hk`*$j6ch#zzH}_4OrAN3o
zDy+%tUwEaexc`7O46V*AiHfTnEe#iEVtCG?QeXfn54gBff}RA$@~*9$Y+6R&qO|}_
z6R6DNK7nG640?AIc#UAmml#;?c>8pyrTFb`{7QR^ThgwZ@K4#%zvm5@$8y`Rdb4o~
zr?LNobbV6;6HL&Paarqle8k4RQLznU_Upz!?h2daY@f^-GO$kY^$@LmDl)2J?vBSb
zQikK65Mm;b-xn0?LIw$M!jdq^G8A4Pj5_(IG9v9TO3l-@JT6fEM<(9{aye`XDZv<_
z!O9>sIjWX`3x(cIW0PPEijQ9gedwkA&d@M9Bb8GX4Qonl3f>XtU6o24xj4C8S(>!H
zX;Ri|;LG2V_b3)qI#-gXkmx!~%5YM$KEgNwp}Qh3QCRK^!%S4HUq`ES_XP0_5Yt;>
z#_iW6cej7$GOF;*DjHjQnsuq2vGALw!gJ!V?Trv<TsbgHDg|uerB4Idf$pBIaDyQJ
z+`z=I#uvHh7hs)xfQwcxCA7-8!1b<)T8QXW?0k|Ya4YLSMBTAk{0?q>cCTk`;I;7N
zQ1|Z}_EP&8yt!I<Dj*oEKc)D}?TX{@r#NJk$Aa>K{AsnVdA>cG3q`Nnka6W|Z?`4d
zmIg{Qe8OYsO{jB~?pV7LzO|~$!#fIk+8rX$kHM1kr=`i&=v2TLyKHPo8PNYVtxUcS
z>w^r^7}U;22`9IAWOr%IOHY|+wXCWg5U=KykQnxYRk;lhUVHD_L8B55{2((LT`#e@
zt-xZ!<8E7cXWN3D=~Gp}J?(rq-?sV^08JM)UNMY`!$jxycFvA_L;XL=LU1mf>S<8^
zhLDR<G|=ww+jR%-<fM|W@`+~qc`PISC|{fww7MQe3r-Lpb<-ScF;G%Gio)iAaxG<Q
z>S~nsGpnY-{MMRIY(RY8gken*LqwDX@dm-zcGMkrttCSTHS@7FwZpjusJn<Go5vp2
zL)7hd;6gD5F(1P+r2}9}p)gV`iZ{o7Z@QiFaZ@kULHTRq-sOPGnZSKI9;570ZFIJq
zj;-u&MFZTEU%xeo=R{XOawL)*!Uu;l@;{eL(N@7*bI?;Q<2sV@TV<7DWYMXHdv1G)
z%2hzHYOn{Mb`K43_s{i9{x?KW2NRXUAFA>Cx+}RIfFhO>s<NA334ac+*<}ODQnch~
z9sNbDHiO?Q?mTZ!Aa8~}S~N0IF<ZR`OS*v70>^t!47b2Z)TGC^Z3R2*B8@+r?MBiy
z*2}rIHvW9TO38&}Lr7T0Di}B4XD?gfRbhb{Mt%f~A`{lk60y%<!{W*y79e|ov|0cQ
z4mK$FJ-D!~(BAyT-b@TA!V=LmsHHKCE{D;Q48<}o69T;xS@oC<6e`~kL+__HMnr{8
z@yITi5Qcn{I&h*fLtoblX2g>@`UYF|HSl1$7C*~?w`8VwI{(fW{0OFgnN_}%hK<0*
z7$V6nSn|wLS0rBY0zN#Vp<{O3bKnFX{3nb*%G7j)WQ`9-?8GJ5VXr(z-q%>*h~F%_
z&O(+v`&^(F+1lEB0f>bV$ut>#etlH~Y#o8{r5kro9R<<Y@L*=tu$}NNcO>Ej-Ebjw
zjL6ii$DfFk>N!m#?y!QEl^&DVros}T&O*Iu9Pa2@FPW*rKWYYYDxx{%CSAB`9?%KZ
z0MF@1C0DK<keQX^Sfo_nxmIB;j@Z0YR?zWc2F9$mGFKr?GGD*v_tR!f1-ikaY4>NG
z?wOn|KRHzdog}A9?q_>p-(#}wmEsc;_7~kWI?7$?6Y0^c#;d|*%K8x$y-h9fwIT+)
z(3$4%f)BC<lZdH^NX3FtQ^oZWbZRbNy`>A~mrS*#o+*ddB%2tj3{%!Jvb_^-gkgxm
znhZu~d7~uY$V|pXO~`XL{R?ZrUj!NvykcH6_eDUZo-Sq+!(!-Fn;#*4tH)-@6*Z7?
zlJ2+%ZH=|$-!OH>q7EnF40Smh3?!!)qykk8SfSQ6V$)^snROg;n=kj{3NwbT$m2=!
z&shI5xXvSgw0JrE)qp<Hv0mT<dy$)={%E7}@)-#WsomXeKgM1fBs9IX#s$j!#N8SO
zNo2X*OzZXQ*)Z634HWc$b6-OWIH_ng(1s5k+!}9mmb><c2Lh$Lwyo0u>E*X6w@!(8
z2cj$M9{Ex2qXrZXlNYoV((9#5*fqvXH6MqTF=>2=xh)V1+%h*4b11>MEKWEPo-Ss4
zo|3g%(0aXWcn)*u(l%IW1`z**Zt{|ComfWP;BIbNIL+ki@bKa^nMOCICY?>OtZ8e~
z_VN4|q-WHn4ZgRT-NOJT@0?>qNDO!svjfN^;tDl7lYT*C8Z8sVa?6wrKp-8ts&2m0
zfCowZ@<6K66v2Zrg1o<-AfHQ=q)6L|caJeFX{$Ki_t>|pbZ5EangSC*IkiU*a~%XU
zcH6}&ElB1vG#7?uaMsqJ_cbLvIx6C6OQ2~0xWXnZ%<^PcPXI$7aI|iYf}4Lg;c2g5
zpfxHW6#&}jHUYfN>5sIzC`<49fhMF7uEQR;@=sw0cgm#H>d;aGeDH`gu41JSGA~-Z
zF<#o^dLN4_RORH|vwwM8QS(FD4noLp10^eJB4}k9U1eLk)_FS1Xf-ow%AUu=Ee}_C
z+ZQuW4*`1m3Y#_E*3t&+i{_I8fc?aX@Al%2q&p1LN=k6h*5lF+ZzWZUE`IA9y%l_H
zqnXSxj9P2w*_aKP>KwNgT6uKn0VYe6o*b0VtX(n|hs5Oq2bLwL#BSxn|E!Lhq@m(2
zA{QO>E7s;Ze5VUy+r~Xu!ye^xs0r-OhC*%YC~L;KK5a}t9i|@(O>!%m(+|1Tkh{EE
zXx`ZxY*BUziARu|38)y*RqLeZX=Vv3&NfVZlTMoIdX{Sm(j|3!guKC%QZCZPXsx6k
z)~-fc2hkvzN>3R`eLE1*#?#ubs7w0v{*1^{dWNB&!vksbW9U`wx+0Ud{V~9b?&2H4
zZPy$Ho!;UajlMgSXv80P2GJMoylN%_apdbm*Z&(Sciyr4{$momqf%-7?B~e_o|?Oo
zsYk;(bH>^Gwb0*LXWu8pk%$Otn)Cm>Hq0ia=YFIRVkroA=8G^u>zQ4x)SbaQX!aMx
zhIqK@n$6Pr8jgY2jSt7KU_L_wgWJ!iZ97jd&nhG~jmh*MQyEY2r?wyBF^g0?X9Qu}
zVD2DJ7hns~*N`%C@~semfBnyXOrTS0x*23ty6?bWZM(iI6gYBVo*-}Yiu{NmW!oNX
zyU)D-+nJI%5x;Ckva%%%rRW01v-V8&$?IMo*I|Ayy7dt>T6G%UIS*}=TCeURRZV?*
zH$S$Z(JL?T2yQVSo>Tw&mFhmA+MbqzNO6gvwTQiO<Lp*cUrG}Tfyh@^jP_{jS!Ry>
z9q9sVtaJ}&-6bmvVHO&q7PXA@y`uHF_IM`o;Iu06!%X1=#sxHTG`F8VJw^1H#=x9F
zk#=m}Gi$LV(B(h}k^!0%o81=Z8SYRGszsuEh+O&4!SH};_g0B^^st~07)R~;bO(Mt
z#G|JPaf`6X2iIP3J`<8!`SBztcKv432Yt^d7DwP+T=`SwQdOa_gf={M=a7pe#XF5l
zWg+|BTrX^Ie9W?oaW9f^;@S1;?&;Bj5Huyh?LV}6kXYi*;CMtlzn$yE%E<y?$h5v0
zzj;r{H&lZ>eTLtCzeesM#@xR3*b(ogI|D(FS)1XXQkIFq5~-2PI8oL&V?AbHHeaw$
zKWubK&KZj0yrug4Awr0|=v-NrKVWZhuDg7bX}P5_;<yabs~yBdLFCj!^MzOk4ljA^
zLc|=|h-8Wv7(WDSv~C63j;QQ_0^8(dF}hUIP2a27q0GSW@}P81$muyOxdC@eWgna3
ziC)E(#P8iD+h;sRe7zW!E7@f$kgw&~>iD1g!Xt!&Qb9BH8al+O5(6U)d{5|Qow3`K
zCgpCk;+dBfm4+$P8goQ6Q#E1(se1&X%UyvpO;yGDA|H3d&=yRI0Kue<zOAg2m_=#5
z6^~wmWvxubZE}R=$R!(2HqNsfKI=r0+iMf1;{+iaC&hRoNAX0d|1Jd8FE}2rVV^l|
z|2`V|F`kD+{c7=2#%<NcMyLlj9u))3MFm}-D|Eo91km}oRm3y>hBf0_B}5^Y9JvnB
z`ZtMAgUzecNQxCv*UZ!{skWo6pr#)D_HO7&#uYzH!QmGR>xgQv9^lWzkmMA(-ak^N
znfLcL4)O+9G+DyN{NuA}auPXi#}mwHZp0qLX*X;OXJJdRlOOv7?c#-_m?h_nEbtp!
z9ThOA04(LM!(73_QX6OE0q1;1mLPOg@_7Gg7Tcj>13w5q^=^R#N4KYa_B!x#WHQ9C
zKuQa7jwoh63){`ndBEEGLm2DD)#IBy9X>`QZJj#5Y7GarPj14xLx2pp2zpiCNmfZ_
z27<uw0vrE5(*l$nE;ao+baCO+fI^X-%E5KH;!pm0Dr4|%omYac#<`q%2njsP6R%b5
za4IP;Rd0*3gy`$ubE<en!`#nK%=u^2v_r`lW`*<S)Z}qk|M8ZTQJ&ZsZwq1&X0SQ$
z-p^O^jY6<sJzm;-Ip?s}ea<vIYxiN&DO5)sh*NUKEv{xBB-|MW%03;%ry&XdD$Alr
zCpQaJ59SPF29#U`EdVc;cQQK412yurmX8wBtYJh=cbHtBQibR!@~rQ8C*N__oj1t|
z#UL4o>uw5Scm7QR&rE!o0(sLo?R%X`Up9FtX8@H+a8rBg9ve0~f+K=JTQ7Px)Ex(M
zXQNR7^eLIFofj!=%LW4~bCH$j!jL-&2f!AB5K;GZ<9#LTo&YLCU4o!*Au7njkVR<U
zveQRBy1J)sK{01qw*&B@=;}x{q*XZO{4aK{8oh*N`>_2B_9qU}(_`<dOpFnd$xz{<
z+KI8VI<``wb)wGJuKG4vOM84{^9LWgB{q=YUyjBy5#t#=^rf;=I{t2qH7J<l!Hw#N
zYk4~uO`KEuDm9Hn<`MQpMNoriS*Dlpl1_n+w&TT3)=6ug=r-0Va&4S@oFq>A9SM&#
zNA_G&$Q-JoDo^kq#ssoKk{yA(vu?58zrmPq@p43O=+xter&u}aSZgneK`-((kM}3b
zMhDcp=Lv>qv&jZ~iv_s~z3{CAixY^bt&@GVPFmkCLPhZTEq!AXYJLvNIhQ?@wplA)
zfqXd-@`R_%<hwkwt);)+ixtL)yMNn?B6aHyyc`lHb#l*l_GFSkr)nT;=_Pu5X!(#w
zmn!~S6EJAt0<XcmiF^{8%~!q0b;1q#lC~c<9<UU<Kryw+CXz&*h_=s{ai_34o-sJ)
z0#-}x!b|dbE=M1_57McV)jUE;H#sCk99DN%u^z4CkB>mF9Xzu=prSiW>p3M;ekKZh
zaDktL(Kv+P@4WlbLGik~7wBY2>cu=PbGgsqc@{`Z=w$);j2$%khVN}EV;WS^5P6y@
zz;`KcUMS$>vp;}}f2pTaXf4Zk(9pXBHR~h-KOx6K`T4y<jUg7jZihNt&W@sEB>ah{
z$Td7{O5aQ;^?=dTOW5kd70W-n*AU-~Q=e@S??_wc!8bA`sdtBn1<Tb`-o`E6`h)<{
zk7Y0b@cmfTO;9IBd-kLf=)f{tX!+~&4mqd_5TK=<GHZRhxfqe_H=z!rqw%O<HX?T7
zX5%cb`~+))Kdw~zcF~qdzJHj8z=+$EibijxSTt_}Z)X3c+`g9##i!WpfA<<@m@-)0
zCt^%vQOKt!sd4iH$N<VNt_C(3xZs>^erxAcyk?&0BX`xOq$tGL^fLQKUg?V44!piR
z@URFwhSGIEZMaOLWMpmY%@Yo&XDA6U9n1f4x<hgDu?v~IX5Ml8hsqzfe|)!9$z)mj
z!qNpMtcIz_{G&*?<OVH|eph@R@xph0jB!$}Q*pKo@*{;ukT33^$&F@G5l?hPv#*jA
z?9o&Ci}?{Xvy<M>xyvw#ej~Ru{UCpE($EV1FXw&v0_(=_fcqpHryN=gsrHUNW#;Tv
zy(dhm*p_arFY)OnHOX#lYny}~0!f7W#6-y;`j5;x%MDT}+q5)YR2Q#CFWKk@;*E1H
z>h#&)tr44fbRsDtYPJjb+_2eR60meFf|~xKWXSnGbaMZJBKHpt|7GUVpFOoOS_SR`
zu$G*b^;(}V+PKwpQd3ImdbIA@1n+;U7EY-<FK6}NGc=u5iTdKTI<5(Agpk;2DiJG2
z8mo*V&OI4@)2S_Zpd-SqJJ0fDI#_8=Wt77yjePl@RB#HQE5BR|1{ajuII>~KfM?Q!
zu;n2)GZKJ)CWQD$<!6vbHbHc>TW6zI+t<)<Bwmj0ij^YSbI6lI{;sDZoNu~i&M8-H
ziTqqQk#2Q)NotA<Bo`L^>8m{FM*)=v!UBBvC`78Fhw_LJgOw1>0EW0Lp93H(=`F2g
z8;~$T4~$CNnY_CU_c-&&h+2H2X>8mi?*awpHZm?;UkCl5C;_j$+wwE%yb4&)3mW@x
zVoFx@AMl_a4C&oxF2+k|?`z!15Z;?}tsFC~TY0?du*$LrS8!ba#^Tj2k*d)fc?|bp
zSmxc1Z*LR^!16Rt0^>Pb%vsJ@sjCd;vbO(fY7P@qurWAQ;Tf$UaYQ4RQjMGJU0U{=
z@@_JMMU(Bww^IWH3`Quf<*-p3`7|f&Z%8rV1y}_$9s|_dVvC>H<KEk9(ylZw^=><C
zfLr*Z?gw-PqnR}Q`-E6C><W!#l)MpP9!m>Bw-e6?aq#TP_s0=nk0C8sbqHYmTGq$3
zHu<si7{uF;fSxHZR|q)eYgjxw|5^jI_IhK~p7@nW<{D|Ot=qM30*7>`5|9zhks}QW
z5Cb=*lHviX0En@<T_e5n)=huXy8)${w##8RrT!8!<1*fJ)7W*+WMI1}5p7e}j%D*d
zm=WdRX^T}c$Y>Uyxc~!RPvQ9XxkU+?LW?Il$s{PJI<wxIcw5eO`mHAwWFC?6@2w^(
zR3DuX&!<>hlZ+k_l0;!K$$VLiFOEoPb(C>9anCf*43O~@T+$(X+`RSEDUgY$eI6I!
zzW-b)0J&6n6Q=T@*SzzN7a|V?6Nqlm)oCc;L|QBMgc8i!^XzM=tBVsY_NwE9KB%Ps
z(V|CxE57MUp!O)-j?hEEl&RGRX!RZAW&j{pk5PjkE_)_}+Q$EsUD3Bhm>LU6{k8$>
zXN;dv$u$(f;-4nmcJtXryTE<#VtRN{F+Q;9Y?$XqX2(+5NVS7%Ohj}*Qyv&Yxhd=-
zOLsUy(ga@VA2*eny*4s&NS>5C$F*b0M2gjB4d&TmQ=g#FUKIx7B8MC+2U;k81T+cw
z@w}%^FuhNv-^yXew*+7={R?^*9OQPj#aclwrvzOsSgSNq)rA4E67t+be*xHDCkCW2
z&WxcT$HbP|jsEcvH`D_-E}K;8FeirqGR2VY>)=MN>bBX~ptLal%RZ3l(^{hN=QX0!
zC=J=Z@q8*xTx56NpcWj{t`XBAsebFKt^@ZLMJ|<H;!||0>SGzl_ESA*xf;)VqLU|b
z`6c@CMa5qLb+aPgEC5QJcaalU7Qpc%b;>?q_|Bb3U(Slqjj#5Y^smiU;TU&$x3Z7h
zLc;NOnm@L|$=^zu{lC;c5|(30!I!;g`G7$Fi+U|6%zc|(NNI*UVbR~^T=IGT5Ik8U
z@}fZn7W5vGG?7|X?;2A>snji+(Rh4fqQxN7#X|!ZJL}yp6u9mmTL+!J{}oRW-cKcC
ztYpn;kzs>Tq$$nb=r>9A;e>MhhC@4-^hjlbp0`V^2tgI})C#Vo*B#g@dZG+^?%BpU
zaguB4EwY6gKrG<nQ*MC?8d~d=O1xJ7o!JBKf#y>v;i0e_L_*f_{Y(EZHc{`UKJy+L
z^dcHT5_maT;w5LRF!NSc)b!`@k9vLJRx#`}zK7`daQ>u3V5zFyLgM|02dGVDb03JR
z@_*9FxfR9i^)5oGqs`X$pkb?$?o>#mqM#1;jyADwx_lAJ#S65~tD_VyCu5RS0);$V
zJvo#M$_BW@L5Z4m>LHc3GdV%*7|y4R1Vv|GRkG}(_Zvm6PYSJ+eAk2EwOjQr=o0JU
zhIwwe{+%0%+bI0bQF8?!b}0?H5Czy(@#3Be&x!j?1t?E`#%^~Ev1|u+Y<C^u#sTN5
zLmFlXli?wu%MbIepHt{j<yRYyZR05T!|TRV2Sb)oozy%@zEjI9m8wlCG%c5+3~*P^
z#~Sd!_&!ZN>B_yyj{Do6HflJ&BnlYemY5ECEn_%=(u_C;juIWdd=~J6%sqtt3VWk6
z(&?y`<?rYQ6w}~D2S`L*{O9S)-D5;W+e&Tnu=lT#G}ftspYKR@y>%Y<i7&f-u<Tdy
zy059_;xTmrD}F&B)41Kbx-=*VyA_<Lsm~$7HIJugv%+Qqir)naeQ(D2#p%-$y#P=`
zgg>aD2oQnxBDAxsz*Av{MmWcg<LHkXxLX=xxU5QAw$7Hl$`;Tf@N{EV7d2Vz4dwE1
zVPwku?a91mq2R+dRA<&t7&CVqSZKNKf2r?u0Oz2W3_c0wJ&%{R%SK1qKpI`@YEQ-W
zh5M~BgEF8YN6RFK%xn?VmF~Y;skmvti|L1WyB~ZcoH>*89ejs4-<qi;!?=Yb$838F
zPPewzW-vF6q74IKRpGk<;hWJ%Ln^TcTHWrF4IRJ(-<pKD(COmvh|#vyMTm>pWz(Oi
z??U6+qw(!#r>HWmOhmCiU_PH2)jx}`Alf6cfWRG&ry8NrUj9`_A+4e1#X<tyul19{
z+No0P?_{bS!ZtKNY*2a`vY{{-pBgQDRxj7MJtB*{#)h);5QN^so5rWqbe((A?3z?v
zh1t*9Y$rh~D7ACG6;_-K{EqiC9l;d$D_j-)sr}e>gydN)&Rf)Ka2J6iZuq5m{A~w|
zqnAMKU3fh&)azES2Ipz9+>fI#eZ|fM>PT=<g%Fo#rE9LA#1~RSHyg+$JA4=ko(GNP
zPguHcZ{E@B^!?U^Oa_Ik@A8&k{A5NRg@C?E=m>k~6s>z!VC6RC=JQJU@7dje+wc-=
z!94F%Ps~ro(W~@FF<P;ad|RX*{<X5;mmcx(**Y6oKN+P*b<+EL^jlRm@LQLAr#Soh
z1G3A2HI!0Tu_vDOW}>-*o?8-GfsZP(b{3>@T(^@r@}7ak(ox3UYg#Acon*hmQ5o5H
z(l@RzL{>I_UyXRga~z>mkfk)_C?MtYHK)nR6)`k152^G;yD$-8tQ>#Qx6M;KP`dx`
zGOZF8+gwOg2rf(O38J8fgb3r~Aq5*uQqZHbg8BLs^dlkG<{l#J5Ln&%euxaRgVn3%
z3MG}LF0v{oWF7~2bOG+i1>H!g#x3p69vJqPL=C3;2lMLeE7|GlW}(f>iXn!G*BV&_
zeF9B{z?JkFb-@v`%w83pj~FcNEsdE&bF#q8Axt>nDg?R$+8Ud);{gq{gXi>yRhP9Y
zo7o3D3H3y@BA$5wA?{8?0;s1zVTASK++z`6`2Fa^3@5y9Z`pRaU-KURE-k4aoe&Gc
zkQ8p{d(zX)3g<cni1s(Y0#k%!hZioE*Wi!AeS-ClWQ*y*yNS%o#@ms-wU<>GV?@nJ
zs3K}m(y(C~tUw!i{f6*uqtcrnkly1u4pA_X&6D<jxhv>SZTKhcMlb}MlK(y$(ED*X
zVc1tt)kxewAh(f(BoGrh@v9fdc??6N(?olq7^<;xVKVEkfpGYC^dZ?*<OI1wkrPln
z_oqqqK(EYJ;o~3DARQ?IU)eSUX0Qp{V4c1FeWlq;kxZCzIlGA~7*1P+)>%=Y0^5Lu
zYJ6Zy7+>GYBH^r<UV$p|Wu6D3%aMAV1T@8iw~7m>hV^0?;MbXFe~b{})b$++B|`X0
zgssKNCu<O^|5UHv!Eyt;=Jo`F6f%tpyI~T^Z=iieK?%5vtE^CDk9)@gYZcNuPDrJr
z9&qXO{TiR0DPC(MiA%f&>qV>MC$6~T)@qhjjjwZUmhKtZQXkszOx+XQNy<2&%7d?U
zmSHX+dT9>oU}%yiySHpfC5qt{4i<Nwe%9K8q@6|Fw~M-A$T{U2cq8Y()CW%b&lA>1
z0vm(@E3rE~s42Fy_Hnp$oKP~`jIlYLL`N|-4jg}Jp4l$L&5MI7oqf|)tYr<D;PW5b
zx<KW8+H=lMtj0T1x2QYs(zFD>Y{EhkmWz#n{?))DCE7}S>h*G<kN{>tnZE!~9?&cv
zN?CWhvD|znAedoTv#HJyOOT1sEk-hoC(#bCMH8vNVUsk{%C+Xf<SQ=sw&DWSFOMgo
zx1>j&A-G`a`j-c%5gw?puv(9g(-^Q@!j)_UuLS9tOeUWU=|c^cG+77ul02YQQo1p%
z{f;#W$^APuADEDVMmC`1q)pwf|EWbOKsTAw!-zr>nRYOR5EWtvrLY@oxrA%>K*^mQ
zqY>uhnYgel47dqV!|VRu+yDocKB`jDjh}au5xR*azcFipLrNJz|5oc`4NQPni=GVg
zqiwOqk>!@<LYpEpDyxrkeeO73c&#%Z<*&c8d%Asbxh>?1fsV3&fIwLv%zxtoPq29e
zk`eBflUnVQmCe2yV$|Csc{ESI{|H56+UEt-fb`z7qkyW;H!ANlU61rEEgPW0Pm>es
zZiA;BU&J8A&TXksM|W-5=+0IV{?u_Kqxw&>C87&PVAeXFtdw`EdAO_TDizJV>ERv5
zI!^-gpYCu@jnPWp!V2(?Wp{pJEt`g<+IIB<0M;b$-WFv~&2X7%0(SO=qwoxaASq^_
z@gP>P2Z%f7nTJ<)WCB>Al|P!rd%wXjTLA<Q1R(-5P&3pqD{K%eRF_l?m9YFZHpkP8
z1BS{b>~>6xjM#Qyv)YK!fGggWqWtCkB7uIN<Lw|`k-U^M(QVu>i}hjh17WfC5D{6U
z%vG}^M<Ja;2Vi0eeDX!jPBUw%5CADNR?SvJE?H$uc}e3cP~j&jC1KLRNmZ}N&txcP
zdygSm{pH9FuS$eY53qKy-=$zR_1-~H5h6ix&&b6*!4l9&e3+L}bQPV}xnO7gmjSRK
zBV$@8dlo;l-5NdWn6tpe_kya=^0VkyrB>3WyuD4Tzv)rZ{e{h3sKUDR{IAAlDOYav
zWv{L1TO4@^XgC5hoRG*HYl`I96<nSJw}Pp^<{#Iiw1mT+up!8dXkFqY+vrwYvk4zn
z!BPG(=4r8Wox96)K}tF^m!+;&Q!eP($(Ts}B97Kc*#Bl_k%1o)B#dXUmL9J&A{jG4
z)d$NG8B!t*!jy4?EBYI4LO5lMjVlrYlT;WG6ixAKPTnudzqVzL{}c1q%Pq7!+jDhb
z0p~#=%#qdhY1Nc}7Z>Q5Hh(LQ;ebs%aLyG+zKhCYyY`PUbP=bWp}JE6+Y>X%4-!tG
z)>}?dz%0zHAwc7hHx-~@TBg9^*kmCO6E$A~KJqpr*?09s2s1JV=ue^czgh?0$6-~F
z<Y!1a8>3|`w{N)8b+FpiFScHctdJAye%t;)Gg!_TvP<az|H~q9WmFFAevfw?jL&O!
z!kjaAtC#6X-;vTdYt;#jzA|DGNb$th3z9%2(<H2*s~59SA+Sw>j3rk4Fk%U$>}jLA
z)qh;FOwtFV9wPb@8j|-J4$~vaE!d^y8kfH?1)BG<!sxX`_qz}y<60vifQb_I@Yxbd
zcn@+xU$$6ZwWi*yVU}w5yTrQ1t>rLLE3KVBc=5V{z$m0$a_}84$yy0=eoJwd5>A$K
zA|QyyFx57wSsQPYLQVaW^sOxO_EDEd$A%bM8NP_UruF|eF9KV`nqU-47tF}3FkLgl
zwN}Cxwaa#Zb~P2^Mw6tQ!QmK^w$!u0Q)+ay1*R~%1!;Y409@XQ&6sT^kmFQdZU{Gk
zc=#yzA{wn5fTZoo0XGrDA`__vN8X;2sl=Jy%RhQ>E#gEv!K6R9E)WXm>jTs;$3bL;
z%|NM=D<8wdP!aVuACc{kBnbgnj#KNr{RUM~w})&JWbc5eDzt!~eOV!!dU-L$`P-W6
z>?*P>MtrO^8ueaS3vXP;4xmEZQD1ov+K2|2!n>|p-hvgSJGF$0V|1p+bPT>Fi&~`)
ztC-k5)ai=xBn(5}T$DHZU9(FygT$$=j=>iGx80in-t#0%UByxm@hLKQ%fFcph-_Lc
zyN@bUSBheNqvIKP&*ox@cnt4iC@<=#K}RhZhGeY^lRnftIjl3Az>j-6q&;;anlx|L
zZu4IbrRuwR+SBl$-1T*3s*JAidW@x_chNh1zy?Z6U%3D#?UnF(*hni7;-$IZ+Nt;2
zQ1ir^Jiyr4D|$iHOBae{#EI8R+BE?sUBxxzX`?mdinlEy%M*Hz9Jk3U*?}yAAmLv(
zvzw8BXE;7O>N5k~L)3O$J8~&ak?i;JK@$lhW3WuQ99?3+17k|%<B;{&u|wm?lz=+R
zDDbpG?Tr12FoSJY<vW9GJ+Rw{QiBae4_*ZUetUGGTO*{nv>Xx)p67k;pNW;et)wGc
zilB>PJh_bL$LwVO?L7`?O&S`jX~hyEj{}}EK?CMS9_97);VSi%1ij(!G7?cau)V#0
z$^BOZ)W8x-qt4eOMpDKY^DDy5=~A&#TV-5XbHcVLp@WQwEDpeqvX?#wTzg`id;tIC
z=PydZ{$a2TZx+Lyv&_Kn0zF%^>s?OIm+IC>93<XHIZ96T$^0(H@wGD>Suz_o9tM<f
zzQ^<Ck>4oTWnI%|{Ggy;Wu2I^#_9}9%}K*}y~Uw)p>ZquRg<PtdR%e$aM&7`X<UsC
zW`|G)<_BL4RN%-X{N^NnnBjTL{QsVGmmi<gK1S!8H;;f!#Lx+&MGNsBp$eD@Q)vYY
z4)TLlYGoay=h%Z9%&X5a&XLL%#FO2&0uWBL3$bgJGI^Xy0pso=OGNGG`~YVR`t#+G
z{Uqj?lL;$3YMHc@KWKP=pb{1|r~g4Pdfh9&W8fEV#x@mzy!@A~tevf%r7Y{3&g9;A
zz=1-(42iU{r%mc7tpSUIv$P-@L69yRyU{09*1dJPF>0QXa#=e_x9?$#EgaeXZsA$!
zBFV|KKg{W7BD42z#J;{10^_`c$M28i3YzWk*+c$)IXZMb=>v#zS+TNlf3|<!TV)pI
zJ;E@fyNBs_?JpP{YqkkSmjKO9G~P;Ma!HixpY|~h8Z$M0v!-Fhv2;ggf*H`2OjA?y
z07^l6t$6cs#4~0lCbdGp>ecq8lhpx8$798y2B+ZJAp9>s%8ggKRz54*&{VB8#!$JC
z)FhiY%G;a*ZvgBim72{69y9XR*#VX8RvE9<9!JI@dDNK_dOhwkk`KOIB~{DK8!OTr
zG@P%K8a#t|{ZMusgr`%H%yj<lSt4y(^J}t3%(A8gGNTCu!R*Vc!8sYZm`zac9?|Pt
zX(*zBzxgZshEaGQgo#)s#u`3D2?0&dDuvNkE5vh5Aw1S1%V8$`k_+luhK`Mv{k}^R
zVH;Npb|69B@0S`f+abt_#5_(*XH6JaC^<sj6@d%TKOYm89Wh{I&AlDjiO`4UZuGSw
z_VB8e;0JFP5_kJ)?+FZgdc0h-Qk}%X9|15z6rr)%X-~S9MF60lmfqQj?hA?~X4;H3
zmf(1f1OgEzw9c>;t@XZ2)m&h-i~{stHDU4{-pS?^mV6#rG8*SE^a2rSGE!{eSK-!n
z<`S+klL<DM$qgqu8A>^-pN+ZoES32<&Ql+ao}Moi_58=BGxWVer31^WDpsyLzV`67
z-BYkkX?6+V49X|-b~-hVjPA9jG_@+3_ch`N-SP2L;1~?Cr?~gCR@i}SyjLw}PmqfI
zyWn^PHsfDPPM^pPi0|bjdJKn)Gr1E~OUEHNB5ST8jG&t1e^fsI0`XBW``9X`x;Do@
z*S)i(sj=ZASj9+&a4gDd6Dl-PH0R?OutEOPJMrobt28Y5$=a<eNk7I-16O{E?zoR1
zxCn5(>ypL!_nam0@)>E+3FFf<gYc9Lau!@I;z3L|XVwQM&uD<E!0ErS3}-a9A&kFE
zh<R8IuKgX}%FJ=srOv-w5=C|1wCTOkUN~v1MQgg_m+c^Q4d@@1^{r>y#S#sL$93FE
zS`Eh8JfhN8v8kJQ-Lhytwz4c5e1PFD!-*xrJK93hnVy5UQd|}y>dn9udAxC3zB}SE
zvkixVD&awtxf)sK=xGgjfy``P@@B5*LNTRucR3MgQN@yWjRwGDPm6<>wny^2#Sf2=
zbOs+OW&e`oTO09SJi=hYsx2YrheUoBiPb-4ECQ9lu%-g}A!EdAs#w4Im~bvGL5F!t
zud@tEH10;`MEHsFz<|}4yxaEzQCE^jI}opC*A%t2GiN_HFQ}j*ap)GXltZYuIUe^7
zZ9H~xaJES1DU5n$$F~dHh^y{T(Fu&N03+vE=CVrGDtHAN@n;d9cf@q`Ww5<n>_Q0C
zSMU{b;v;1$d3(i$yGsE#9oy<Ij<pX)e}JA|von?qO$!6ZM(>Ec`{jMRoKhT_=L%~$
z!__1M;^dV(vk-3mtae=-N^A`mm!2iWuh5>iDe8wiOKir^17PN~zC}NWtL2t2gis7s
z=;YsiIgCGf5N}eT30$>paaIQl`~DaDl2bB*3xsA@tflzmO_T>+R#7Tjz!g&S|2ZRP
z71wQ9$yi6jaC3=0exBZ_;SU=QD-=_{3ps1u6h6T8`?5>h2{C=7YrlNBE5^o*10fkM
zO#m9SN#%d97ziMwmOu1s=65<>4<IOJW#e|uUC!~`CKfW`F5iuhh^2CEk@1Zp$$p_b
zY8Cn9uystcKxpxolO+QwB{OX^E)=QymlnOu4dd2~r%TRsMXuT?{7GtGNpj+^!vU(r
zyw3?MY?T!r%GR#CGS6N~-!@C9{+Pm2?M>ndVY5K}tnfUX5CvJ?$8K-XLW}ZDppLcp
zbzPjhf>bGKLZIolln%ibQzlLB6;UOR^*K<693MT$-&Tv~1|2=!E3j8$bPCby<3w#b
zp?;H2)}qFF(BfJkGA=Z9#<QZ!GjM0aYMIrfVE7evRb|sGGt?rv`V<_wTwDe|#<9%-
z$1#g`aFglFk^s>_H7f+wlnp1k4t-H=@lToL3b3}r+fmS9Vt#`B3JSY*B;N)q8$>Tz
zXfSuz#`-%q9%*VH=#|ze`RxFXn(^Yd#<0>hA3fS1deeY|w2wBO7U7t51}(q?L`Ouo
zEMP-=Z<G?H4#U`jMam|(bV2q91ik{KLw7NuA7T^-H26x3Fo%WVSLs3c@>p)Yq)6ty
zH(udPui`-Tz@a9yTlLY^f_z-2EEnIzN4BcD@>PNYm~g+;Dc5t5m)hJ`UOrH>3;3;u
zEmue7tGtwQMF@JgiR#rro{jcDLROzDMjLYWbDb$ic+`p4;gw_gQ}~m~_Il0#FpFnm
zTvgG+PVk?l*ogEC^%+0w<^D6Wd$~#Fy>Xeay+2fGM14d&^g|-P7YRwA(dnWS+lV3o
z2)vPdT)Y-Zmp%y?jOTIiUpnj3pDn?nQXk9S)QksKw-O(xPO@d=HWjhwjHh>W@8zCI
zPREfA+g5Y%j)RO5`{OroH>MJtJS;nwsDXQf4iZj<n|co4cML5})PH^RML>hB#Cs5u
z{2O|60ErE-7R_d8AM~<^d@$66DkV1#+s2nq#_b~(PSd_`a1R7{vE}mjftGdw0inDj
z7<4IF%rAh>s-2guydGTg%djI&aX^pC+Rg^J6o-SEQ|^nUivD?d%Ic!q<tlRtX`Kff
z-h^6=6LOy|NafxOZfNk@($59)l`-Ij+tDqZi(ye$N1fwC78B^KMe}?NupFLB#awsg
zKs=MVNGd0J(Yo9se!n<PWpk*S4^RI?>UFZ+w)FmzoeR&l2hL@2Fa0P~TZ3E!Gu{)|
zNUU@I%`sL{O}1r}q?-M1;B^<h%Gx%SKFv*kLXpsQB0P=p-)nZ2K-a$zBOxQy@1I0Z
zCGfl{s^14x7WjteT4ff|HZBaIC~&61{>pF!zBSD<P4J;tS9)kWgD=KZWlHJ)pYM<I
z!mx68-uur^`QB0*ZwtmH2`vTLQme+2q01Z$NP}oWbb4{H*nFQ-hd>-AoH$k5(j`eW
z-oyqt1{*P9%D3c@>Ei@u#8`5WG^==!Xm#n|a6Pms<_TF*92q{+?-Dn4kq2Fj2L~wQ
zg(|Er8fzu*BlblFb!HR$qbjyr4Tf-)WVgkp&#<5by)M+1U_mB<1cWjvd~2035?vHa
zkZou;-<6EU$<cBlFTkDU>O`jnX>%U>`WLT!+Y#{`27U<%_|@HRVA>{^@G<W^3OlPB
z_hjS$0inIn%tUchYwxT>t$-Hn0elB>PB_yIgzQz0`(;tnQxO9;+`vS=#56@uTaz!A
zcrCXBEOL+@su_p)BP5?(T~GjVR{IEiRNE|kYTz0D)}h~G@S*lgm@V5&P#Cc}%8sco
zjXooLJ=MksVle0*m<6#cBUNL$5F0FmayX1K9`xnMLF*G{s*^(2<8E3V7igIC1fdT>
z?;EynWW))47J-2^KQ_A$`81X=v&{C#Cgm6u|71WOJDT45ok|?`6pKb(5@~H8CCs|J
zv61@CS;7vo?_s~h?{XaKo6rX7lrDD0WGLbHy(x{t6RJ-jge9(DkdZETjR<wA%x^bv
zIkDj*Q)=yQi3_BgL%=P{(vdm4A{@!n$ySI<fpm=`{k_@;`#<pwSdmi8ADYIH`?c=I
znajnBP9i;DJrb!kp*MV27$YzDi}<+hiRi0L#+`N2hgO5giv%N=Y|T_>E$&ex5b@9#
zS}di-AE{o+DVaLft43cq?^MxDrC`V)jyA1k+KPdAT-2V?@0!e(<0tOVW(K7ECu0ek
zr8H72K=!F_2Fw|+7GSKF+JMZy1iL$=aM;m6#4CE&ciBT{b^N8wP*?y3uuCvr{`-l`
z<EPKfl|)NSdrj8-nFnTIbuig>2X-K!*FMFIH5farAT3z<j4|RUZ!1l$#yvH?$n^Q7
zyX5=R_K$|Zb*3C8z48$fEoF(pHD3gJLCDL4>m3$=NQ?`4+(FR454gHk7570?G-5hL
z5lTmaGiqE5Pj|P4CIcHTu1OBpXyVaC$0Ez9jX{W|?96b26)_tKdH{h3h9@{KfH1!1
zp{SpRfR7<=8*fyjyizYLq_@BOvHd0ZgSx6_A9(vE4VU3M&$tD;N80#x6&mmoWCTS*
zOgZ}m%?{PC2&12A##Td%*PfXc-QLp6#Yl+w&vs0J%@JiHGb#iu3hYm$__zcsT{F*X
z0}EDR?KoLfdZ;BfeFzh8MaV<brE}>cUO~b!6^6~m$|_~klOpf=#?`vlVuxD#8=}T?
z__F*nYK)leIIA>ush!}#!1VG03wp*x0glMlEFT=%aylzpv}GS^5%;S9SJ#`@()NZv
zon`axVO%ajaAiUlH~b!AnT0yR8NgkA!hBan)RGAO{{`n280t2=e_LRnq9ui)Tczz?
z=3mx_-3Lh$1J+8<$e~&4Rcb!ydNPhlZ(B0O*cwb|H_iY+AjlbwZi_3{xP-?=RUK-b
zb|}?hV2?*EF3jnB01L9{e5Vwv!;5C!%rm~2|LHjPv9P3nC?Q$MS7OgmCsb7#uGTdg
zj=-hAd9T22(4i)Q=(n=CqNKjFm!!nHyNC0V+-yL_62CjZFzHzvJNDCkn*FI}j6)TS
zFmXGOSU8;$GWZ_-kZB)M5`_O3kaijNQl7zsjt9}%_*;lIQlrFpcGYW4DD~dqm6LgY
zF7h_9?d(I+_7G4uEQi|UL8S>x$mXN_Ar{sI3$4ooPbd>rhRM195}z?s#1R|#{*^R1
zWTqcUooggz*$ilVhp~!=Cz9=E?sU(;kRqWqQ)M*8__J;7vsI!d4A$NSZOWpnu{<v9
z+qgd6=Xqyw|HH##hx<*tO1c%nRSBgZX(HJLGW0#o@=z2lN4GB5Bt_Q*sfXiTnaq#Q
z?=$Jx(9&+kv}F1;_>iQCg!J$u+<eq3jlF2^BxpMjQMERAjI8!%{>FukrxT+Y`9>x)
zTi+$u$<`fbJiXUA^_21)v;j>d?AE=W+lbgGVEx>*0PY6C%NR%#Y&J?SEIeM}M?)U=
z&8BWleMJ(M53)7gHI{D&;XD|e(fY{A@MkR10Ev5%-SE{bFT@(x?K`l4&?-_^pU6&z
zTI_EJh``6kxgPGAJha1MJb)1h^Dwi~$C4_MKj<i0=w}^;(7>DWQxFGuEvAk?q09ls
zR}%vg@LyE7>-bu4&LWK4j~!Dkp7OhT;2u_sQ-~e3*l@9x)cLTR>IIkmjSW~}!_{5+
zeMCt8X_PYZHD5PBZn>*{^1BL5^QxR4_E$GBq6j_$>Q=+FZ}cGvHY#v31mSy#f4^9t
zBr)v{28*J+KVuQp*8FbmW(B7tR}jA@n=wL-@C7@p^`>Ir`e0at+8wr35O(4SHd(n=
z$qSIpfxj0L1G1K_oqa}HisM-RH+|iVDi8Na(7tYsGIY;Oft!>UW*?i50+w4ijQ7k@
z(zIzGx}a{MWd0iyzNkS<*(7hAbganWN;gN1EKu?t0+g&jx<3C6y;}n+2%@BhD`R?O
z8C*_$>QVS0Ylq+7!TkNvD4y|eg%{_S3!-C<%Hn5j%nrM?Y$pR`se?62QC5ZSYuO=f
z+x|LNV5N%2gcrEKotX6|s`#^VwH_*t?ne~o`-(KaS#i@CsG_7Qt4(^%d2@xo<=Bjr
zmf4Zl3+@*4m#U1JXuGM=9TC?tK*mhTKQOS;)hL1opP=Ypq1<l4R<%L@U?ah(EqRt;
zf+^@Tk~=(=9x}3q7DN7f3AyV~`^M%Hfm}vVdDX{%PlDq-Tb^x!e*_3~Fi1c-aeE~-
zPkYd1<)JKWMzIlhq4y7-;(mHvQx-hxwuey{L`^+Fv{XqC2XNTt2)NneLw%nuio=B)
zUmnvA=zX}L*1l`;NmP|m_MI36nOa8jii+hk7pedG8p|NGcb?hjp)x99OLN8R4373^
zL?+I?^Q>75Y~UG}i?)D^V;~9b<FPqI0Th0!`ho;FLKt#0F<`$Rxc}BV-Ie(#Rxzka
zAHRgD^6jx4<32_#W_6k3BFJ9qztmv_$8<T4_~iZ)<5Gc=-W2i}^T>TdYMXzyx(Y2c
zokr#aRhwb5N~)Jqi-IYIkxrK^j{v|r(8wEf%(eJkKynD5Q1L<7ux~F6P<b1X$|{=*
zVOIIez6CJIr_BOl3n1Ri@of?*ztTF?WQJ1-47j|~hr%}USid;_=|Ih0D#OUR@%Re}
zEtccnd|5)7UT6ZNP^TSxEVB48Nf{PJGLIYB#sROwvkntizMMCJ0UOmdZ6oJr|MirR
zqfM3ut%u&->1FJg#~}HNS=GUL6Zbt;zujs-6NykK5Z7Fk%J|{}%%YIzE~-;OW5(#*
znbFYJwT(b#Pj>iN{fOMl(x<NBi)VNoc$Yg$@c`C`#1sc{t|ou`0-vcT)Zy}alphQ-
z_gP!b2VQDTp}T`B6n?URsW}Ks-ik0q_djs=?84h6h2CwD1jMlDt9thP+V#CxcOUsb
z&GNuqijVL?9}oo!NcdM=tm;m+-z!u+ol|-`Ai~;v|1NF#ca9`luAMFYOY2ZdYHzp*
zLjD!weBdfRL_K+)YFg)q%GdL|U%c@Dk<P}+TxL6mGVPFh21$u-Etc$2k}ai$w?U_-
zy{!j7$5Jy|_tr{|q9{nBPnpz}6r=ZRWyT;L9flgA%;H9XxK~-l>w%2rWPhyRP2D$b
zi}ZNV;MNITO`UNvskA|p+F>__?-pzK<<-@iEO%H5-v+$cjd8aT!`>tR_I0Noy9m&{
zPzXw)Q#xj*FQ({}^D-|=?zp=IIJN{BCyp*a75D}I_g#+YlK)g7Y<fKPzdkP;WY^}o
zH`c3i1a!R%MJ%Mq{Ordqt^+%b={lyAGK5g2X=M3L9Zs5;cWM27R8BB%%tZyb(xW3h
zX__IhRV%WM>n`bq*FV5|v|5R-*E8ekzwy!R%KZlJk%4&aYxB9{c!UsdDc|djmf6xh
zuncrJizXeQ=k0qyD&yv}@-uo-5eBM_P{<VO#zm%8zcTSrB}lAY5I|FB%=F~Uvd84G
zp3xOoDK!h8x12Z?v=a{ZG3zf15N4zVU(<lF)Jn^42wS=xS@*beWVI$z$m9*Vji}M3
zc`^4&@GJA6^C&8(pDFaQ!K2L|1d|8*><|JfiAe<30s-_7B43qq!M9;|x9XVJu^I0+
zy6T5y%blJ`^f6B=cs{8vLZ)|V!)Nf~0*=WdWKCcDkd=EwOi1V^SMz%i@^D=$7cT~W
zD2D+hAf8Mp^u<iZ<V1RXTKTKy2phx9632%zhvK)*opWyil@10cK^JqHu|3^YMRZ=)
z5`v@kYR<H}x)~I{FgB^O(tyx_jF2)!$HuxB)5p~`*ZnDlxZj#aFERcYO@oF+K5T8L
zz*=ZzY>%)h^AU%>4Z9xz1n1=smlNvW_QWHK{2V#XM@^J>ed%JD+s)!PR$7b%geYBg
znes?@FqzeJSu-m%YRL<vLfr=N;a>&bkNIUms8<|h-xw8c0bOedUHBHM%C;`2;Mbz)
z{>W7K3$=hEE02v<C>`_;yJ$*iYtty%E&=EUrIHFNX+A6?v~f{tg5_t-2+Xp#Fnbwu
zQgvjPs7E~SXRvjfh4DDEjh3jG#i?|5oFqr->;+|??M;4LmZ~ZRrJ7GWdmws19)C!g
z`A`Cxu>aKBN7V{Ss8zoBy~ecbT%_!A1HD*!Of^sA#Ze!Kwh}Bd70|sB^%`YnB7%|Y
zli<HGuPy7jBSi#oq;AFSz|STlwMF&Eme<=_$a-x_5+}jH0%8Ho3R4;tFJw{~U@+Pz
zgE6*a8rSkv9s;z8<>`6rfxhT;rz*MV<2Z~HD3f*)yUYHQDX#6mv&=72xxd5tr9Xi4
z7p+~RD`;MIrTHBu1<k(yKqX<&7n$VlP|b29{qo3mAViVLUl@%F6Fz~0j=j1Yx8t{s
z3&T`Yaj$jX>Phn{y=Xk!?k$_S{>7*WjyH`eI!D@0vMAy?rr}E(N^v!6+}o+Oe#A1u
zN-ZdWX3cv!akb_}M0=Zn8P(>xH){VcwV(7s##DqkW)k+sP7Nyoc<y<sEK-$XO(z7_
zqF11PvZ_fmT%(Y&+_l;Vaz$5YE3;7|PJa9dO@PP95-K_o*d#LPN!JF-(>}V}Xnr+x
zaMp#1n2Tmq!hco}l}c{p&!j+pqoP?HHFCyrT3w*RaTGIJ9>^%N*4YCNfrpp&_~mU^
zgdBB$zajk*il1<FWEl8+$dqjY8+q+ScK#Iye~8rAIBwG#lWMflDn!&#v+in|AB2%?
zr6!J=K7Hv+m`ePpZ^9H80jH&k1?Bn&wo63#&*rRCyPpFJ>OXZP4Va%Os~(E&)kn*6
zn$L*C`7|9(^T6UHRQTu0EHbnja1(E=rFR=kHcOINl{)YuqNIxZ2;E}>Vmk6q=JRp8
z-<m$HgKvcQ$QWPP!B*sI5iup?@4rGC*SFz}q!-TMaUY`&D=M223mJL5J_0h~N~tn5
z4QnnGZ{&T@Von%`8;Lr$4zV^x?aKWrEM)HB=BT4cJfuuW9UyR5_oCa+Zqmq@0Nu!M
z<Y$cnZ}b{v_Mu+j0ch8qoH;v`2?y@+MTn$p`%RDMVDEriWMie**Q7PJ$M7If8R}KW
z3Yc3l`hE}G_pL)iM$Q^j;*f0RjFc|_KQJS(5h^*W6WfQWIe#5{2T*@3n71+r;HjA>
z^EEafwPUKE=MpC^HuPdZIm)PPpNIfuP9QYa7`%ODAz_z1p?uMdZRkuW1fA~Nx!{9~
zJmJ)T6}N%1+U2to80NOb3am08O2CdkdZdv5?2@{=Aj|^+cmJfYS;BjEfjVod@BXZP
zW$3Of2Rd0-X{YXA=n9&JIhbj3a}C4uS^5%w9MfhJ3X?cU3FispO>J6bRlx0nLlbe!
zr^PZmQ*zL#;btqjo1G#I-{yMX!6OCEh0MKm5d#~aC#9|PL@*}M3aIt64s5VXMxf6P
z>B3o8fs?_UGB)WkLeE93bJ(<lvRbuVCKbCLqXdV?2!?o*4!(21m`W^j3F1LSQzZkY
zbBy|oZ29lDEJ4rq?e}`f?084uLRA=+r?qoB2JANWuhmJ$&j}4;*o|GI=2CX|j;bZy
ziQP=E9`~@xVEZ)Q-ixMuuWki6y9-LBi2_Hz`9g8{@8V@wO&}=K(rYCciVYjxfe(3#
zZFK?ga<`VLdijnZ!lW&Em}Pa7G$Q;u(rP%MXl+5F&1{D46<(nSg!O{o3RsVEIg}=)
zVKTL&#2jht?uB?ei+rMT<`i}GKEIgDFb}pu(|ntdT`MVv`RD1Q^UWHXT32hOwLG*$
z@z2c_zb^E2ZsE3AL{QFwQxwcL{$~6M(W);Sr@O}q&O28%Id~FmheH+5-9?sY6i5kY
zH|)-%7HoE%b)eX85ha@MkKRw+F*j1c=5n5aYi(h{Xfn=JngrPQb>gI?E#)6-I&A3t
zA{(JN<qA)MSc`HU!&hl+^ses=f<tg9swjRF&DD4W%lDr0?hbh)p4nn9``eDN<pI<3
z?ksUNMcZ>wyl-L!gZD-vk5RX6=kiBp%f=U8@H=rtKC9_x)G=yNlEn2b4c}Yg_MxJW
z7wLu=8$y{bto&=}?Vs@&cc$XOjGvOf@a=au8vDk%@JTo<EPj3L$RpbW+aFTPYRXp)
z;NaAI*z~U%H~Jjt!=S<oQ7%3cydNZ}UX7ujfiwG!LZ5b-@hq($ILmQM^)&`cVzNb(
zM;Vd9B}>|3HIFS#4=6##5*XnDmwP7%wswm|F&nrjO>G2SkCIC~x)#ProEP2Sjq&w&
z>ouPuO3`aju2>CXc3idMTSr7{5%Lpy`_lMt%IF897r*iya=<Sx7)lvxZGnVbY~$-J
zHaiAaeRG&=dm<xSwAdgJ`X$!vUvQvJrzLm>Q(q>Wz_M3Ej|RFXr4<6N=7@>j7=fZq
ziVRxycn;S&xq=PB*^Tu>f61opnHPdXs{wmQTH>YhAwkbg6CC6)AZ{~_z_u($j6z}B
z=5)+Xf4(P#3)xvetkg{RKVk?!?cHSb9V&Qg&^I_{ziUa6$UcFokNJafrBEZCe^ZD5
z_wnUixEqOTkZ_G*g$j<#=Ql1ys0_|{LA@xPrnUe?Ajv+-j+TSQe^7CH!L}~dsw|)f
zyLbJ|<saH|!hf26*EM%;5<7d`Bj}q|T@4d@h<?-Ui=Ofx04qxo1Ouo|)b1v|B_+}C
zi`{5H0ri$K<1h(^i1*b?p{A?eaP?PxWlMOXSAOht8yb@ec;u(j!fV`I#*F>AH*PNz
z<ev%<>zKnD@sb+`xnh_AfHHaVJHD&Qst#6c^`ajg(c({{5j{)Hlbewthcv-4(Vc~x
z6&TRz%391|HEds6q_gbIN2^Hp@0soh<pZ~{sEDoJY-?~<kfSK-UP~YeYdVp3xHSF-
zMR917EC&`YUxKO!4yD9aplb3b{+y9v5t-sYp<fFIg+`YZ!@9ao7HP*VE)z%TV1R$0
zd!H~d9+^|5l8hhL6?;&S0zJ|It-SJWUgkA&7vx2GW>|<Rwb4tG5od4jcV!c$z9~`6
z@6p;N;GIXA|DsgccqyuH!^Au{NVXFp?1dwwmg$7;aHw0O7xpu^e_TrRBYrWM%;_kd
z<Vq>{|FrZZ@zJLMCos$zNbP+>O@5z{Lnak_EdC<{E+;!AIwMq~JOEJ)^m>1-7R?_#
zDa&bqqUH7l(neimwG!`HkuT$Umg<*)Nr>4ar0df?5tl_ZSlGBh$4Dk)zdfuKZ#!(b
zs|y-2n0y_dq2#MW*%Z>}-jZ=G@huVx3zarAL}p6@U}4Qvvo_Kr#0VT+@)~mZ;U!Yp
zj$s6Mx~pmJNk^8F`L(S$k=CvCUH%6>O=8%Fo&|zE1eT2@mf$0%*p|8<;n*mwc(bCq
z)c%RhJv+)V1df2ooaTVfCfq6OhJxA`H)LO`kea{T@ITCnBU|>}txxB5{YY?T#ig=i
zCGrlKb6oUazG^&RmR^5EFUwChjagxjijTMB8_eCnG53<u5bq^oe75N~X*?5xW#!k;
zA?qolbwuF~$;chA4zz6Lti|vS#IQzTv%b;~R)NtmYd;btw25#XbOyrihOccGnt|x;
zzWr8WyaD(yMAQOA^*`;e92Sq(J4cYiypG8{=AT*l09!{={biE8@HkrE%FQ~1BuqHn
z&*D6GCXI51?D^2<ZO(wkZ_mp<Z}iIDoXuaEO{yanN0tI?0Z-aFwiY05;Q_cD0{`Y4
zqN0K0l~niC^Sx#|MBEi2JK>qTz|{gx8Qy_IKMH0EzOWiSN6f6E!tFH}k1Tm^!xne#
z^Y%*%G&MN(R<t<-5c2xy7&#zhaM5|TB$4I_l@{m|DI9%~r5Ra>mp!;*0cBf5H3n&V
z=>zx_9yYQ$z!_NK?AQQKf;M)9G|>g*O=vUPXj&Na0P=l4!5$8=bY(iQnJ`(5Jut&P
zWuhqGjY_PL6`7n}@RcTHyJ9N{jVHH}7_ePsX~@a((gszuRAoJ#BFp!%6v?>Oo=g3g
z-Bll_&Y?E94nY*G$#lAf^upiHTng?<!@(>N6&22AC*ay3c14XrU+ispW;ugZ6Dz&^
z;dCJYtDC2rZfXPO2y!R0qUVfW96(zB6>QhO1+EAzyJ@E?F5;27#17!0KI7mRhcL5c
zP<MH}$jgHpdG)mD!H}wtGJO@Fz?E5+q!b6JQDy(Xdy7<C`c;TJC%HPnV@;YH+q9|P
z@2RRfoHCGmEQ1&>S)cFfSv-zvOUqGi6<smLV@xw!Cg?75hf?EurBuOuc#7Jb@Mei|
z`~eb94Ajkr#!g|ft}OMkcM~W308qKZke370dsNgjBnoA2WOH<KWnpa!Wo~3|VrmLF
zHaQ?LAa7!73Oqa@FGgu>bY*fNFGg%(bY(<kV{c?-ATLa1ZfA68F(5fGIUp}gWo~D5
zXfhx+H8wRlATLa1ZfA68GaxV^FHB`_XLM*FHZ?ghG$1}c3UhRFWnpa!c${>$18^pP
zw>28ucAjM7iEZ1qlP9)qI}_Ws&53QBlZox*{@?e#=Y02^uWohKs{ZY@*V?`J?yhQb
z5=9j{Aya!}pt!xA3mp?ZBR4?S(oWXW80h3;X$Mr50<h6D(X+#G0Zc7TTmZ&Eb4xoo
zhJPi?8`%N@3`#=EYSPL-|Ch!TX!f5ZDLXTJ!2hc?b#?eJy&KTU+0xz)K=p5PYJd~a
z$kg7>#`8Zyd3zU26Ci-<A5&Kkz<>J!j6DI07M3=a4h{fGdVr$6jSVfFf&<VF@UKb$
zS36Un6F?Q{Wa|vDHv^dcL)*Js+L;5yoq#}qioKbOyO9&{A3GDEoiosx8%{z|7NAQd
z0ki`;8QB07U5#xlP5z74r3ScLx>)?<^3PO&9wtBsmw!F4k)0_(LHu8`|5NwB74&c-
z|McMkH2shCU!=IblR5C8Yzr3`2W|$2f4Q0cD@5;XMsEjn(WQn{`NtW+%*e<>`!8hu
zH?sX3+5e3k|3=P#BiFx>iSggaMEegg|L@6(yV}_NdoTaj>{J0#E=K<}_<t#kY%Og(
z|9>?9J6Qv0X>Q>Hpc1yXxBlOprL(xD2hdc}(#7PTu^HJo1OF5MPgx;5a~mLlj*0m{
zLA8JF%I2RMiuTTy|DG%z7w7+?R4pt`tnGl#&Hz@%e^bDJhW|fnirJaioBnIXDlY$Q
z#>mO^zXSiK6^$(ITvR<BfB?q-^G5#r%=CZGaz-vrmL32dMtVj@rhgLux&G@;?|+q3
zadEP@25MNE{<GcxkE5`#y$8UXj-7=SK*#b=hwMxoOaM+U7T^CVH*s}x0@}I!`&0O*
zmH#@MS^hH^AkYJ70=K?mZ^9E|m7bO1QjeWCG9{|nP68>$;y&CxW)<OhW=W$NY^=XR
zNh%F@Z$Xy;FP!^;TSDRH^(N!9)tMoBXe^TuN&-h+cVGg?QQ^r3s3t+p6;SMkd$n*p
zE>9$GbGP^syn!Bm`U|bjXh_!>3)V=B`K;89HA^Vb&ud{Q4%c^k8-BYRz*YtjOh}VS
z(ky`i>%JV?;k)Q#)XW_%@hi3o1P5jPEdi+N<y5JFM)?Dl{oAYHSd(blZYrI@JgHXR
zri}+3WV!F$`-Id2k0Ky|35hD&x+#I-I?xMJPaZ4Qdicw$JpLqysFBHO_FL9Mp8EW^
zjYthQtLhe7czOv}Ei$hc8lMsF-wUsp{QAH)#ce1Ky$3#Ssc`4E?R&tZ(>8ADhq`Jp
zUK?oJJ<5m(G@JlJcZ)3>M(fE${u+@*WJ6Qkk>~rz&+8HWUsIvQx_tJ~xpUS!<Az(;
z-Svpw6T5siW?Q5|#l{w`3%QgI?O<`1GnTny1lUO0K>N_az|K;?_5Q~?Ri#mzcehq$
z)Q<qnxk*SkxV9}TgRe(bo?TIH{2yk)AkuG%PnNKEsGR7ycZ;Ky`>H8`hyqF4CY{sO
zQD5dTvuC$`z{{q)I}ioz8zQE%YbB-sq71U-tu`&~wyFmwmP$Bd0M1OsIml$+h3<C;
zW&I`tjEXM5EGJtyjLpmSF;$X-51eQOu_v(T7pgjLC`=>`+g|I$PH>Oik~9;FZ(`;Z
zcz@$&(L}|9#oWdgMB<{lzb`#uhD%q7-dz4??DGxus_=nv!K;6uoZmALx4wkPc#Ml@
z&0%{DGIH7SoF}iH*QC_GE3%f9!ieK~X%esye(+E@l7o&5G%b&YZ@7kb83TvImk}!P
zK|m|6NsDtBMU=z#hK+hXovHMORkw$;a~*C3@cF}{UwaEjqZ<{ui-GmfK39M2b4P2D
z-<4{rbjGYCZFpJ<8y@R#_k6M{u`75CyQEQYNCto%q8Kth(NDR9sm5@$jg%`>gYh-P
z>v8@TZVo6LGxs$wcOpUSdwZV6Cpx(nd%<4fLkic0I+kX}j`rg1#&{p6^HlIEqAwOZ
z1?zL;Gm*xie~*tuWF(3?)%(F{e39chP)Td>r|rbv<P~3f)@&Dy3qtj(_*pcSvelVr
zeReVMK4Lul^q?qlD5l)4rvC37=TE<zmD_}iE0TCs3Ei5w7qZ#eKViukII;udzl5%Z
zX^LdqsH?N*A-Nvf!%HOdhz;yT1&dF1TI~0jmKRG`vhP%lLvN;5;xAJ!7an-?OjYSJ
z5N=bWO+t#9seJ-C`rD>ja_a?86|P0tC_^eqKdm&i5U%b@leHz$XFYuSqk}s$kS89d
z@ey)mu<EI9FIiX;m~e6+F8f@s_g(idt}%4Qeu}0HP@jAFoV?#s>2r9TL@W><y2IM&
zTz@?}QHt!**`q4p-d#4ybBW}mBWR%X{H@myy{+$RZI_qQFjQK;e8z?&+G~|@(L;Ly
zkzw0tNf)hEpF&hppmoKAt$Qy!+9O*jQWE_}7-$GGL02y=!E^#naH?xO{;Fs$5k6B|
zF(Ui$#A2!V89_IpVu@7ipc}`oWkMqd(gWcH>)-qnVU%%EC7b+Wr~czk>vuoJs#*9=
zYF!)nsF!N9ITF&(D;4Dy_9s4r>4Of<AN6)2MlqmOcXc361k>ya>d-)0oVZwAQNZD&
zr7u|WAomM}R&v&SwmRj}`<GX6?ipXi%o+UyXr67iyZlKoKvIq|11yr>i?JROC2ok*
z6D8YJA`oepu8MWnam6!8{fKqvpe|!pX^YL@tIS}<Y=rhUMUcmkTG}Zen2sor3tDvh
zl{lSP;mMjP8A%3x*fwqKUYX`hOoOlb=1-T{UF?cK6jPZbeTb2l%vP)r7H?<(iBjUf
z2<pz|67A8H(jQ##<{0J9>Y^e;k)(nPS(y~T6>R+)+Llr$?B}AzIAW<gFO2|cfiemf
zfo(!dQ)lD)bK+iJD963Jj-p$D8h5AAs~(V>Jv_$J5h|h>%!bW)+D!0BPl3WK*j2O*
z+V;Bx`wW=cs*HsCVcE@o-4n`w=M@mW6p~@wFfaK+Io3Lu+RtXb)V|y+=o>AurI(uK
zB5ifc+WitQ|4UTNFU6Zld2{q7j2FtJfLH#mWrO&``{z97PsoJM9!xSZ;(WzCg>B}(
zRU-YiZ1!gc@_D$wXsmQ%7Pq+No?__|k_USz7&cXxPj(>lay1}inS_ku-mK=Uwg9AI
z(vBoS<XsMP2I)Zi9B?=dQRmLOU-x>5LdT=(ed-`$C!ABuPh!;40oA<IyAJ7Jf9@jW
zrw3}W+1K2Y5Px)p9R9dSMCGJ-qae7xfhQH?P$l%f6+(A%GqvJjYj<0ZBjVV0ccgQd
z3o~qvro84E)hMSi8?|H^_)(Q753~Gs9C*3-=N;)Tog1Gy2$A^D@;v|O+{NEZYQ?>m
zpNic6PRAw{x5O!3Mk@pS8+^S2=o~stCl$JP`F)WL*Y?(%$iLo0<Z&nCnxwR(rbWW9
zxFf~q#g2%Lf5}W*so@c|JW}AVoZbL>;zQFk#QILjXWUaoVc~d}K+Wt_XdlCM+^344
z2v#A8<t3Jpz{KG@d7`Mv!xqghwx2SF_t54L1|;kos<v5aXIjZz%H2W$NhQ;yBFi8p
znPy9?Ig0I=KEk=0*lqhD1M=Sye^h;Bo4i4C!u<LDQ5!{xR3)6irU~Sy-T(AL1>Tin
ztCN&J^)|P8{7JVXOA_bd|83gkl1|OE(ZgKs>agizQRee!3(R6~Ye2c;N85C~;)K1`
zCsr9oU`-g_(?U-1*qOF~zoOYP%cmUx@#=*P7>O0rZEww9nZsI`GF;aN;rbed${mdS
zba1V-Iv5cp6E7q%J>zJ;3}2<wsAS*#(b?T<c)zfC+=Ix45B4=~N5dQGAINQjQ>aOx
zU~!telgRmP{eUr2RI4e%U>GkuP*p}rcM-sIB)W&Y^YM2HH+`F!uDuO9B;w)zZ+1xS
zTTOQueQU)AGylcTa4Hfy-x%jE<m8WV9)`Or_-KD|z76+VJ^K&@(eHsFGN7(?(hA&M
z(5zft1++XNteee(=fGR-%WNU=_?9C)J*oZGF|kk-DP++wDm~PnQ=UXuZh~o0xumF5
zT-lJQbqKK7$e0?kSvHp+bm3oxI(<}tbj<$Y)H~9*yU%_`L&L?5)=*K33$?Z$NDpRI
zHrVZFR%O-FD&>i;9%0A!>xR{A&#47mIv)Pvz7`5*or&^~r~5n}-yz1n({}Zt_T2X0
zj0>6qP-=s<>!KBJK{R#vXq9~^UOujvTUVmBoNDBXxg68WiJFheUrV|~(@5q7j8$(>
zEw!sh?6j9UhV+@4GDbx>WV`xgD-gz!?%eU;dkO06YBItdhEg!CFbK}z5o|EMV8-Qh
zC~NORZUKH!n$sod7{sv@NfV4Ro-^F7F$r6Q4pfPvKePR%@vvUZtke2JT6tjas`qLU
z&UZN&`s_v)8$$!<7?X^!qAH!^uZk`kYLOJoA%!f5oErgaP0g4;>Lmu>2W-?nmZ6;o
zcB-c2$A-<MxRLT2S;ymlNRW6JPk@I2hSyOtKY>qp)Qg(Z;sz7KdKWDFOx!(?=AF*m
zlKv6t@ot|v;C~`6;)?Kd$13oVd{;?JW35OETDn}I8y@}H)4ddkH5hHGQx5DC&<+V4
z@hc;f#SgbEdp%C^Ig^z(g!Z&OhJb2Sc-b}{DcSJitd}dN-hyAs4i(7VjI>M6tz2mE
znbbkkrtw(R1xgc8%0R<kSaxn6`tQ%>pR*UtE7wWfpFTN4cz#H^8f#f?+7pNHXXP>t
znsk*;ljmbd!R7^+_p7Hg&D<>uCt8YM_QopbtW?>pcPg`yiv3R#aMkM-38{3UNd6wd
zBnqP*<^~y|NHR)8wH_e3VLTjzv=oiJ>f2)x)*j?PX0SplJ%i*Hb7xn5xMfTZI9~;C
zm-s39B*~0jOIM{7j439;XWQgxP@-YKGHO&wa?y6D*rNk6KDEv0poyhPD9kp>y<spA
zp`?Fkd%*Ff(Hxx{(N{$IC>n#*x<0CmONnuCj>!<OZPqJ6j;K%GcYkC2iR>;T9oBFI
z5x<=`_y&b&3__I5D$R?(c2N)Ek8-@^;SEbs1JS?^R{4rYuVE0nAZ4*h_foR6Tc_NT
zBP-$*I#Obcd6#x>B@WO=v4O#vFB_=DNzoY7Chev9hBJk{gv(>;5$Izdfk$`WCKOr>
zIdzirnDTVZU8`8=-a2R~Omy4Bgy~&IUFUUjVIq3uIKqzTcg|DoK$|H>G<A8yYeVI~
zd4C&=En57wTuf+{g|%!Rd=Bx5zl$60pZZy}slkV%Qj0D))^&#ObUci?yj~+<&VGZm
zD0tNo@A_7PmRaqk$Vp)T5k9_WPQ;8NY9YZfk63jg{c2WoznNfBPDPcztnm7YKH|gm
z<uWz4n3qM5DuUTNahjbZH@4^TN4<3&iI_JNj=?0M?$iME?$1SqRjI!o?E;ke4f6_l
z|G_t3xr!ax?#-W_A_U&?5n{kk75MHpXjH{2N|NTodNHZ+M{Ec%O7c`SVRNh+I<;wj
zs+rkdCNM*$&3FE77i2|$WdRD7ewFVHJXuhUYAQ)Zg$A!+tw2FPXb<eE@-@MlF$!Lj
zEj>-?zkjutTs>vjC?Y?zV~Tt|Ja;4r4&aS5WmIdUjzXW(BAvBX+sT0*rYR0<AR?uq
zxj}hec>8<2`N7#yGZ1we`yawR=1T3}V$40c@ZNL1;i^+1E?-1=vECK*jq<75^(i&0
z;kdj@Vux03BSZto0eruQ_Ah-ZAJXf%ya76P^!x<c3X{KftJN;^MkzS83)Na)*Tl?H
zMu=;f;=<B0C<{~V$>cmy)5uJyev_q|Eu&I;2{5nFBCs>(&0_~RCcW)&ba%h5d*xSP
zlEPM<tHG(<AS6{Zz_mhQ3#+t4pyzRyNADR<FdhB;_|Rv7n0y|9?igBp(78$V;@8!d
zU03)PesnGQ9cW#a28|)fVA6EBMFz+{-pvLn)r)r3)z2clI^z=<9&+h1{^Evy71f%F
zBPYI(vZU_1+F-7&O90Or6LZ!;@Vxmd_$;#v62$q;w30(Q>+R${*p@cUteveEYl{rJ
zJgGhUP=$A>rGapyrj@RjJ~yalc~b&^ph^S=H#)wnT%OXvNL6P}XwUZn=dQ9n{!S|S
zZ8ypEOwjX8`{eawF{zltyveuPXSy<3ZD^MA(*gG~Q^YS)ZE-jaLkM8sE&5NmB|#KW
zfVCg=N;%)V%)Ay7aZAjc7Jo4{=PDY#gAG4-+snUw&zn^Tm(=Z60#RP6$M$}{8A$C9
z3c%Z7bG|*4CHda+#uwz4yV3h^n$@yFbvtP49eo`z56_?JxK^A6Kkod|3YuBLXu@B&
zk64>b(2oxW)vj<t4MWbQja=4ewo&n11m@F^6=isw#LbKq_;s7({YYjStqO^!Fg%af
zFDzfEsP9EmJnM<GbFh59Ggqb+?nri7v>6+0-1MY^xDH;?A=_bSY6=T-DW+`{l4Ani
zY))rf>|Go+QZg55_f{@s4Pd-=d4)@aN3CL(&E!jQk?s3E%fowPI+lvTUsYVunorTa
zJRQ_|ER8kRSnL%iW4&hS`VXE!Eq8fKF7*Zzz0np6={ucXP_mEnIHY{EYE%Ou`&4sD
z>!~*_hjHJmAXY)V5lXzo_DX)x!S+#huB=hDb>Rg)Sx|kOa%?OL**|S-OPq!!=&;XW
zY`M4xeDW*I%CO@^L14yQWuhEF4)fnt|8^7NK;zFPoxdr)%tjAEyuO{{4Ag~$EYtA&
zx@#{$bC|Hq`lTthr$mMl$bgbjv;yCggdvKt+lH)KF+dq7(EVU4@DbQ4mi%}Bfwb2x
zWT6)<_LE5vvSooU^x~F|V)-G{;%Q$j_-hZUYyOt;i$SO+apXRM1t)X8<?K=CswWa<
zfv>diRzNY)0Xugi1$Tk&-ZeiZj`TeQ)qaDdjM6_G_FjK!!k@7;yO=24K>=JKsh0sA
z1f3VIsg*&!^@dZPq0F_*k#EZTCS5ytu+%%tYu20n3AOfb|3TSCVCn6;?4zvcZF1Cv
znjAzcc08<)D(uzn%ru?Ep(%!k8)==%;!4>(DP=$!uUX7}KY}w6xW7b4>D;fN08Bu$
zzqw4V@}xLe_l>}aUEesy<e?=DOfI*P0m>3@j0cyfjs6O!<u)=qf{oEf=pw!Xg=~{6
zOHb5YzN3r_Rg!|>av_0<#qd})%JPZ>z0bFI2rW4S+5kG7uI2FVk^}@!b<+W@Y|jmX
zDRjuQ^&Ov^`Jd7K`x#Fv#8Wi6*ZIOn@g0`e`-rI5jM^c<W=%qnIG4VT;pdE%kly3F
zA&dC6*(%0?eJ76gRoYZ=%m%wS3K3!Ks<@Z#%@_uEsLgsDE1Om}7KB}bei5F_Z69AR
zT^EH@$#H>FUXU#2rDNt!Y+Fj~2<KRmmCx8BBgtnL9jcIQlb;-bD5#qjFtucM=SVU;
z$0=xzoE8g(V{lkucFdOp8>+#~Obx=iXqhL{X$8f}2G%;9x}oV_nzgQEQNysWq?J@~
z<GKo%k3n#s=R~5i7}=BJ_$hjvaos!LfxnDh-CN8mm|=P-&L?eS*U*neN8Y`0ztP-c
zw_Op96&xG*6y6{g*CxvTLSsLMJQf)(giJ|3+5nc?e4f4LwW~YeY3)Flcn_g#wPRI;
z!SA^evcgFMETD%P1I|Mq%<Hp*eaLBvT*CIG!xk!@G4^S8#(=l-7@KqlKGBQnAnpct
zHiM4)wC1>1@*o<vMerRmH@oxjTavQ-KTgIX5L$Y?R>z)(NPEXMHKTk5Z6<4nenjOj
zuNPjNI<Ui8u4@+9Vi1zSrQ~TXhei(N=dXk<h&ITHM?O!D4^e^ztPSZo-GUj}b^b*N
z5j*Ms&MpZs-l;RD;U_!d{!NW}ur1cgsks>CZ(KBfat0YvU@t7YAMAQg7ULKDT0M(b
z(%Pez|DxFG--Q%VZU_sQ!wHacq)%!GTs#1S0~Q}lUHME|3oFv~V;gRwz(i2sxr!@h
z)eT-7u`uyw!RjLs7SPb+V?m@o_g~9>2`ROl?zx!fRi59!eih#Zcpnqk%;h*{$nQHb
zW@8?QK%L!SjZeFSEO6k<J>M-zlN$@vCuXYSMIkprwbpf|oh#~`JNRP7q{&F7P2-Xq
z63b*FD}flE{a!~1ZcJCE<!s7#hs&?2z>K1FdF@#loW8ZQW7-ce>*jy8FFg{YojLiI
z!U9!*!@g(!ZA0?4>q)=T93VT7{%Pa#-rlJW9b@maWTGiHwliDC1KoAnR+e2UvNOms
zKphS@q(B?Dy80c!5n!F9T_J423KzzNiiee35D}eZMhUedLV$Ze8W=t>A}0vV>Z&5N
zwmK*H-l}=$fGV6??&R^qS@PAiAX)x5?-3sn%)%8Y+HWzK3)S@1T?YZL<z{vmHc}(L
z`->V%H_To^;y-Ik^=Nn`J``!{iREdyJ)=}-Hi}~lo9&R|nA{t!m{<=b2|n^g=FPAU
zG)o9BJ!5H!Rt%fd2bav@U`HuBC~(^zm%c0*@3f?v6Qf*n=G{}|a-mZ)?W>W&e8-mL
zZSy-dOQ5KF6*YGhbtL*<+NqV&GdM|@j3LeY=kA=T`$W}iMMnmaB4nLUoN+Y3Y;+jx
z?!HZd_}5cR=GNtIV-&tlp{|Z7cg7rY#nuukEux$F3>}&C$mvX^lg4E5%Fmkue(wFl
z!8gQJMfVvW!Anqj!gvyDZEiU%(h_9;Ax(c=A3Sb6@c27cRsHJbj1~lUubg80;7?eY
zE`a889{>q7Y%<gfu%{2^A&B_f2_XSb(PE)*<oiPfh-*8;;nEXk|DM#TMOAz{VG%Bp
z&AD>4t{0!|y$N130OG~MnLY!ZvTjd8w-F`6l^3?%^qJhI0(@5x9^@htOj|fB7Gs<+
z2;sxb->L3OS+>hh8Xf5uYm0xlP5M1!8WQr+vQ-%_zREoz#A7<%jTA%9K7@X(s&*_%
z<f2>Pt;R+j-y~qEjf8&He1%XQx+@xhUOi3Tu7m%~YN3>JABxCLGhLdfQvqT!0>}1R
z$l11p*tCB<MwQ>+KCkJERQAjc%VOK_&@t7XYeDzK4ir+?YXr5?UvX)U6YGh`lR1-W
zSn-g;RdinqYqG-|#|V^Z=}Ckb62O<<i`i#3-9Qp^5e9TF4C!mQExiGkj{CGorysp9
zVQ|V&oiV4WqLZWe_c$jYi`sw52L3T%YDjX97ws0i@HW9p5u{0_t=AZfbkGuV8=4<d
z9#`el-C=a!BEN*pZ!y2Ho9B;bSqPayb1ggM%Qq+J<1u<_^a5hsH-#GfP&wrzdo&@=
zPH3Y*fB3lvz4nvro$UcgW}huC$@~uE`b7_;vhKMU`3%rj?0itL59=41n=K`y`qNzE
zebn(s3URJdm-jaU(bb+Yg3Qso1aiHPNnm4L8Q~)t>It~WQ9F;3F!I(A6*>j{wAi2@
z8-dTnOY}>YQU-gGJ#Y?&f@`ghlS~|r81~nBtoFz2rS`=Ab^NIjgZC`4^dZ>L;B|A7
z@_h@7(4?hf9--<?;7?)myd~bjeP@r52@Aj*QIyldxtd;meTbaOaJMIG>vm0-!v?Ti
zM7O}LD5rF-cgV-m9v5a)wGH29A2hh91Zf9H5d@8!q$&A4#;;9cLR4w}1!}fsZ|*nY
zJ9JQ_x{3tTmo>$fM|sXnhuZWqsYlaYwga^<xO`+*T^j9~b!d?iJ%f{`S+9<r`91}u
zYX-}BlT(xytXaVmLDWnvzG^Wi_O6z{ZdhUv41p}YI6d5(P=laiQREL=rfc*j>q2ID
zin+c}5}UM>BfpOM!Oej?9`2d68GKua69GPQatg<Ow=vuK#ODLZ^v~BL8Uy>FnBc!H
zIVx=enAm@Op6oOtJ_})`?Hnp6qvTHveG1f%Uhb<U@~CtSo$>WX+nw@a>zJ?-gAO=g
z(9T)jYCN7&w&+yQ)sp9%(KQD^f&i!GAaH(U@}r%1%~E_nuhzh*#;4$Nak>#}3?xnj
zeLlO?QN<)r-zL@IR%O)GctZjr`kbLG=hI+gI}v+pFKvP*dTf<DVIH*~X<X;1J>guX
z7M7g$d$|TdBGRiy<61<PN;fTk=7Yxs)$_3OMkB(k-|1?$V|I}Q9ZU)${w0MNet;A2
z_0m$q1J#(X>A@A!Og^F<evC()f0uVd9ZX!?VayKkRae>0co{K@t48YP3a_}Cq?bC3
zDD0QV`+NodlJj&fL0}=bl(?REdg)_-P)r1=Ss*6G$d*U3R&!4kC^?@TGttGnA%%;7
zmkqh$LFJ;JH$rl>jU3LVxQJ);?e)KfJ{njX@0$4%2QL#NQRw<fnb`6x>t(8l1)8=G
z&=H9uij}=iAip-BSCaDpc1KQ*8tVzY`~$dntAwbwCvIVZNSspv<R?nj`#s_QoozUP
z4BO)JmK8(<GtIB1k%IYc$Xs2YO#c(FGtXPHBdsU$SL2VmGKOLqIu-LuXL?u(Cb=sa
zhN|Ny$HNl>pQGA@#f1sp$x)nl4L-rx0MJvW7Zp|M#=GY3V2j4y_5$0Q_|zq=6jJ<7
z)N<jCJj8co<ea<rALi4>bu7$0(4`x)W2a2qaZgK=`CkX3s4rRkc%%*)qKmXCnZ^^d
znq#CD<-FGr!lD8r3J!ZcAllo<5a2G>UObaAN4%u?4es%cE(~->`KUCe-vq`Nu1Q{J
z9ml@uXKO7zXtoUSa63?o3yj+7>v4%NCpAXkQBRv8th_vBJGg{7CKM9CXU2#^n;=!6
zjx0nOe(lfsEmICzVl3pS<)lN0NtOrmN9hC?xl9Wif)@bTBLR$ReLE=vrKR{$+V;b~
z*X}c>k!qPn12G8QC=U5#E7=U$VK96b+ea*u8&&Q{%VcjtDGd%~=>_L}Tw4)YFjzWt
zZhWF?Nj|^OQ0@i=wGdb8hDQ44ER7=gamW(t!QB!)s;5*QBVbrPr_(@q1TV3YuNk`v
zg>FP#gL5BM;TU_T@|j|sNj!ao5`v1ST2xHwZ0G=mwoEns<lXdl5lB$6MtAMeq}Kov
zD}tZUh*19VdM^#O)$Wmn^7NFfYWtB8K1The=>$Kn2XR;GELQF`V{aL-&dhP=J<7L%
zY^;j#b3~i`*m--_1IDLd!lS~xb=-MN!{3mn{?}126ve6oXE`C(qnNTJ>4BFv6OPSb
z&yiDv1n_Hc)kGSDbj7ExDz5_te<HyUC7rW;G=ih=x>?*x`F-s7mi<|a=r~r<wu=<d
z0FU|?D)SKL0%yy!YD;7tVV2oY%eM-lvgekwe;hb8+OglE2=doIw8aH85X)hNGqb-F
z%hQAW>-P9D#;11(v@!S(X>rw1`iB|rK35Dxb18Zm==1%!h^OSc$7xK?DH4vn)Le!6
zV5Flc@Ay3&rxLO)Tqcctk7_yn31x}sF{lO5##6;Nm1X~MBd(%2=kr*ve}H-6F5wUt
zZp8IDyH|BG;>a4Oxg{6++{@(?k!IxeGF%Ir`zWVMwM+?K?u!Gk#>rO<st)B0Pb0un
z88B~EZYLOc<5ZS&Ml0d%IhvXgWOH7YHsQ|iwQ2sUroZ07C*ZP!DrodjLMI0_%t>+j
zZMbH>;#Z9gwy<x-{)TGmcYztLJpS3qY$=FA12r27$y6|*N9$p@eek2k{Oj7fkBn|?
z7sp0^k<XP?8aE(f?YF2MW{7EI+}R7iqcCaCeKkZ2L@4>E?~;L>`69RZ=)zgr<IiCN
zoA3A%tU!$@1;R+>ef}5Sy?kHb*0NBKJ72nQ2pSk<-H%F|>Ot+EFv%BsBMO(LN0ToZ
zXggE)T{At$?APhsN8Lv3YbJWUh9rLD@jBZQ{Ae!5_YW$AU(m6=7rFbv;q<P9^3RP^
z2`wAiMF!OMbP2+;-dsBw0d($#=rkqI>Dx13Bt3F!s#{sE*g|60(y32w`6V!G#Ub6Y
z*Sz4Y+{W{w?C0!L<vA=ZDxFq2*26Cz7j|S>?!XX!2e^;t)fzK+6OCw|ZTF9YTc4@}
zej46qn@y<(-%Y&G4sJ9MDj?}s-1No8UkBqR(smD}I=9zwBmnu3CT=X=@OJJ4m!Hmm
z;>)*(mAZ@!Fosb_FKX4^WWY%?+shuVub=wqm0LmnxV2G_ugP?o7%g)IF?aqgj2S0V
z$ieZ|KbYfo4_%8fK+83`TP;_SG*-%>--vQkK`R3|OX(J-^jfksh~fpQ@a%Z?;R7XV
zkuXKj8!;{!eg8s}vhZ9qKGJCRTI$R8$X=~b^&L<Nl;Yq}m<SJJEa4oLXN!l^xv?oE
zL{7i7o^E9Y-5P6gDaMJU*3*TZWqI!NXtaw0A)qmYZy-gFU1ne!_1M{vdYQH3@k^Rx
zKw0#t9Jkiv(%O2zDiA$A^dX~-s1db*I!<l+zf>L20=!u7crCCrQqN@uvJ(6Ip8lYg
z!}^{_5t~L%Meg!N{ccrV*SBHmeu5JdJLV=hVXi=zmtYHH7u{=X9}CVKt-jqXfr{iV
zQq=1_&QkDXkW3iPf?F)Xv}KoP()S{`a6&6qK5dxdTb&KyogEnepg$%it67!|8Za^P
zc3;sG<|!l2%4>Vko4RQexc`iIpQ~j;riX^pkK!~WG+rXJ$;Z^zVD0Ja5#Y}Z;}*tr
zxQS*AdV^_fC{3|$x^?qT`@AE!(8KqHd%2QWH<3tUYtH{nQl;4MTY{XtT{Uztm<YsN
z&QRpm#f?_!bbbc!AM12GI{THlx?-G`EY)WN^prcJacd!TM(X|Bw(j5BJ?w7XY(0*C
zv*0IIiR1f>%-{q){d0k&3xcR;fcVo6e`;h|G>LnuKN5N#erdTJFbRij>YNl`7thqt
zu$wk(&%Q&+VEHRAU$#I$j^La<NVcz<#<3~kk<2Mud`yX~;x>mAWx)}>qmcLvJdBsD
zSXBW8v>}Zrg700Uv($cDwn)B?VkvMF`lxqdY@??uIMJcjLw<zAN#Xp1Hh~k3eaKI6
zoyZcc{DdY8j*tb<_SP;`sHcHJPwJK5y8JT}mrY`){u%s4=Veeei{84ZKUYkp$?v0v
zG;uWb2s}EcO8AgAYd9IZz!J6ox4N+n$Szo#TaHH6PdYP>WA7InM?pU1Uk^-t7*cI;
zrzfpUQcC3c4sTL^8ipn1l$p??gG!e!xx)->(m6D0?w<^2(t1CP$^dJi7rgwteG$P$
zSoYF>X50p}^k6~9vhDQMC@r9yJ6)g1Uv}Xb3JyJ<9z+sR30GMw;?$!u74DO-s|+Ha
zXWdZcI$NBcWyqDzd|CnB>HLv^_<_EK&ab$lYkBM-4_R<!Js6rUj1?>83^S?$A5wb-
z2}xNW+Rn2}SNn;O>Z^uP+i!@R6AnjqDW%K=sT`BPL<5SlDAnH>cWOCxQQa;Yl|L_5
z)_kHOmohEG%HVa7a0xA^|0+p=Wr}y~w`8b3Lt&P>ERP*GGr3>bb8=6_EhG@Fmn&{!
z2Yo~um!h6eZ5keUw}scdM&Vt>kHQ6in8BY(Xj8Gq=$w<aDPeU{A!-XAxm_lA&urUM
zxA0R57Bcy9wlGBD8*3L+aXv}SnO%j(vYlvn$#9g~e!AU`>067L<iQK857>kfLQkCH
z0=*W$XriO@;7yYQZW#zm>#9e%5jYQH#+V^Z^8Ftby;vVW*FcR*d<I6+D*rIos^7&j
z=6L9i&tR9K?6GoNm4%mVHw!tkbe<jdaUV~H-R30ZzCu%`lM^T6HaS{s2PsUo#B$my
zH1Ayby`wh@UJKk%{LVh@&`%2JeW^U&(>3}DI0o+ct2xN`2=wet{pqO@AzRHzFlUOK
z*DR2FWulQy<7L?OX+9kTfeeWl%so|cSwNEbJ@4DizfJ+`@<&GR7-Qj5c54_zZ_Y8G
zJS2_e=xivtkfl~F?b_3e6Zaf%n<U?eHyzl$Moft47ld&SPFW7{%8$$<8ht54dGI0#
zRzZvwVE_tPmGmJPTGVJDCFHbX8A~93(asdvE_{*8n6DHPQw<w?iX&5>mmglWR8^Q%
zr{TN9q=GDZcx<1iA9k?3CxO@1AmV?DVbhdZAyzX|qgA6?`S2eX%B@S$L0)s*KAp*x
zx7Az2?2w}??<PVLo+3XR3>{=O)Dl7VKY}E_Gm6%)BLLPZzsH-438UFHH??7_#&hkQ
z-grrq40NRJn)1~enWmyhizk^{L30-_W>KedX~P#&5=#sjTJ(sZKCO9#3BqBVFii#@
zj5|Xqse*w75yPm*hYNZL%r$w?LM9rBK7Hvwlae*pH~gy#O*sdCNb93<BMAFyM)T2J
zUQTLUDB$^{abWRgH93{b|1iPfzV1SE0M`;1l=Z>HyTvBH&KfKGv3J0ut31hi?##Pr
zV_)IDRrX8!ZxT<GQ2{089E|8#6g_P|V4aS#bkVidly(7JGT>DPc4-9Ouu4nRt)Pti
z>LDY;Ja=mFP_*;I7!H}a@IZ;_>u1%{Ifcuw-2u~+_lRjrftH`(?4fIa{Sj-(e%Wbh
z=L?$rjAqxWBHMlH_Tp)t&$p5rxwf$l@nJCcvK}Geb3ZE%iF%FA6StIAl6jf$EZogn
zi%@mQhz#mR&^Vb`EKyndvK4g37Jn!(i%IG(_N3<J(DJ4UaP!p82te>g;r?8KAnwZX
zQqHi|NM$eR0BTbi^#`oy(bX*11O;zp&yV3J(6!%yCrwJ42YeHq&`j}~!J6w$d_QXP
zzab()aHnH%Y(!Fpr}EIoh}9n#8Wc2te)(~gnrak(@I&ib0&Y~Eyql;L9&W~NWk<4u
zJR91usrG3}wOXVscd~XLl6PPbTOLgbc5r4olJ8>m8(^~y(7k(`;CoRNhaE&LU~@+(
zbSJ`9qi?_{j>xkz+*3U9q)W+NGB?q!m~HnfH`3!3JHtfQD0ZJ3B_62af`2|3%nZZd
zulTa&^*HdQ_~)Vh;8{Kuxk_ASNDHPRA+7~A%2tt%XJHwOIeB!D;(#M-q173WVOKeX
z`gM&X>z(X?`Ms{y#A(kXn7;)WSbkJ?a<pULg%92=YiAN~Oq4Ct994A^-4^l5nZV=6
zm`Yfc&ZXb2qi)C!Vn55hh$LPzjTiK~A&&hiT=p!>*DDDmhTxM@jUbnXLcrlA*2!NT
zK(XYYAa>l5AQVn;_ATML^rS0}_I|fJhzRx7Y5f9tFH%+bFbcqE?-8fIUsMwv|Dk|T
zgvpuh+ZQ;z`)cTbr(QfPn2t()^h8Mk>}1tzn%%~0c>Bkd=Kt7}br0KKZP%f8x@~Y7
zrY9kA5E`3zW{whW9;B5y|8a>T7?|G?g5=C^+b(ZjGYKWWU>ndxnR9z|PMFAKU{)Cx
zL#0mhKYu2O{c+l+XA(ir7AS2dW}B>YNAeEmGbJBymetK^t|0vJxBxLzw|bk!khy*j
zPy7YNtj`kgAQ!=n^BUq?KHR9r7Br68)+dMqQ_q=fS%H-TBy2g<URR*7>A`x~7Z`an
zC00#xlU>%r1S$LJWU3MIC*`jlgZ@{sb??c1rFaV96C>puxu<KM%W&92*|?01i@~rw
zey1<zHUojgimXN7!6<>0AjYk&_4R4R)JOVEO8p+^A;~ZpCeZrsdy|?cpD4pk369uX
zpOT?s^3w$Zl&YuOJnf^O`rW323VrkrxNCbE_NV7MEd-Njm3rTOHWg_XTdreVvXIqq
zfTO~Oe#G<uMgs7ydFB;HvWy7Ex2{m++w#Uqv>Y(bY0qQzHc{b$%E{GyvW4R+WP&<6
z+>GEGzfW%Cdxix?D!eTNWf1-1A|b&EC0qBT9^y0$!Q$2G8^q-4@Ld&Bkt#(g{p5oK
zF(~Ue!Q{l>i&G?!`{q^J1|A+}t0JYO+vR;}#$cZ-POhT^&Z=v$`4#)y4g_4552P{O
zEsL~pNxe&@(DAxvMuvjFUJVKQm7$3$Q(<YDuR!r@ECvp5-noeqxfDDLqgTg3ZIOGP
zXhBb_MZRtytP@V^rTnC2?@Vm|gpAO6S7mQioA`$=R#IspTh`OVlwx^l1V*~d1iFoA
z2eXuOLYgAzp)%3B;gXV3F!U_ltd$=s9tZFxj-29ZV~C8<pMJ+=V@YTTtOt^x(flcQ
z#Ze{Nx*ujJDiPDXOW$+sK>ti1S;-%$r4c`^az@gJq$#`rF&0MLXjAq?CY{X(5&tC9
zcD6-iBeJn~`{)-F$IxOaLgw``al*1*XDj{FgJVf((T?A?IG@fy>(4~+tEZ2tzR_P&
zWc#jAB$3bys>z8)_wO}d)yLHnbWBiq2r*~2_4Wb)rg>pe7Xv}T?@O~{pl?bEvvp29
zSh&}ZUwj7{*@6;dW&LJ+-l>5f<@{Ui4Q5pSCLM}kWu(6`yVn#xJr`QJT%JJ+j*!%y
zaC2BCc*f%5s^;Zn^4Ye$cuHCrx_pP>_O)`aF*8}(|3CtIk|^i^E18t<aUWGZy6MdS
zUcI54rEIJb5<R9VXg2`@O2(Npq#K5qWfCIUwO{v1*eonXwrs)U#4QzjoMlu1%Fo{o
z-tjLl?3%Vb!fyb$QeC@eskZKHnYGwVQi#~X^q9I!6?W*pH%2_<xAIqCuH<QW{^H(Y
zjR=wy%Df{v3u^+n)u6V=UTMyWY>>w2&B1lRl~03rdQ%TDEv+pF8N7>9UCEWzXU&OQ
z#a89no>A4(8!C>X9lSdrL^k&o&+5AqR88gNu1=UBesDMtLl_p#Y<F%=G5WBasT#(j
z*}Tv9R>HY%z^8wo)Y_e|q5WmjY|0sjY?_B_Ta|~SC+6032r3(#7hFYTE2bc-Ux7<S
zKB7yxW6n$kPXsbOf=D0a)r|%sug$4TK>^J_ciq$oiQ6<lUVM)p?$v+dFNkM<1Q}Y6
z7Aa<-i7<S5eocJq^kJZZzWm?VAG)oFu$Fa0HYztQTDv(I5cv)eiGi+DJ<`6ls`p*d
zV+m9$pXaaeq{@93`DSqToAr%cJWT@DvU`LYk;nu4Fo+4-{DXXL<+cG}6+*tbwP+K9
zGjj1dlJSd=ByUTS&%^q*3&FSR)@!|WQ5T5W$UlPa2<Ari#gOKuFRLEyf5{UEj%^B*
zU&8Nb`TsE#_<n}(O(Bv7(6k=)<N)1w@gw!8=t=b^z)uwTw9ZpZ9GpKWu34l;{K)Sn
z`$TYq5D>4;<ok-{RMWC`w}`T8u;OxLpdno6-3Ta(<JOr>o<a|SA7hf)AjN?)*F~SI
zOWI*B`ebgi9+Eg&krL#o^wRKNYScb6Zm>9nF&a|>G%L!l%38;qiRcCR6j_c(ao`#*
zhUG6bns8vY?@<WYy~A%_Ep$uv^G*(iTfXWL!Ue9YO}}u-8Zw{=A^eyBdc3Rk>mYQh
z8PMI%JBS1#Y061(<3+?y$lcH<VgI%Yum#c2cPC7sIi!p-qgl%=QBOvg<2HDB75}T&
zLU{5#E2KNhx}5Bj7ohmDf_33lg;UUKO>$eCm>N?_DJPj%tvCcRfl<o<ErHJVC(daj
zMtEpRpDfdfI9O>}&H(lSpF%3b;5|EdN%Lk)K%`ttj2gMOMr}}pAdHpO9Km@-nNZD1
z#{gj4L}`US*?-Q<dZCFGl2J}0v7{TjJ@FTN-f9vN_$2+<p6JZUn{a7Xx|uvP8YtX>
z%%sAC6_#FrOqNy|*7Mwq62b$j;L|!@XKPn|FrYQIu_ai%FzL|D)Zayu?cRzxb9*Z6
zwqiyQV=wY$Q+d4dM@|8uwdiNvclq-%!g`K=q2&-_6dGlC(l}53;w$k~Nr^RnK5Z@<
z|6t-Cl%(N(hU58hL#s=vi1+JEH|xB<-VL)r)NZs7m8Z>pv%t6f6!gds+ruMaE8we=
zBSRO3qz`&RBuZDzR$4P+L^E`i;cV8{cVS@q9PeE>>EP&GE+L{E*pON=UVXjH4i`i;
z@%<~unW3$l*?5GzfHrM6O?au5;ht?kHI6a0HY@Hk)Bdv*ms<lQ8iLh)!zw%-=Yxdy
z<|Z9_*{8DF<i?vnN={cc7tk9O29CHwi{mf%k~CB`y5dkCZzm|pt}1~?`$w_I7mz7t
znNN64dIhm80#hM#q7eaE#xB}Qs8nl{+xW<46rDM>#N1enp0kp&vc0TrpHt{iT07$L
z2UQjE6UH0|JtV3+7rk=I9kdgW4Ky#u#&&Cb3d#oa+!rHW%#*$}SWU^-RGMkY#s-vm
zA(bPJ$=4vw`4YJ#)W@BF-z|lE+!ev3@44yX&FNs)NXkAuIT6$5rHG*2|K6&iw$6=F
zOIcl_45v6jF%Uj2p+3B3Wg(p8C<NgmD1Xvd{1uk0<5Mu}iRc}lq#*9Og^ta21AJ$5
zB$`EE&fUA95uR@NREl9pLc5u+okW{uY^VqN!0y$wQ@D<FdnSkl<H^NaudZAGE6>=9
zPeY7mcq;PjTI>K*Icle%pQK-CiLH8VNKuC~q1x>`<e()GyjyM=Ea(qIDke=|`ESIm
zY$Ywe1Eb|ksX|0d7|I7i0{OG|#Gd$h&v4sDDi!sw?^b4g0<#J*C<wQfAIIUvRpuMR
zM!U5^dSzADZ420$ob9wUcNvy!=53_3vuAgdEnTUq+X0=&`KY?HX?WUR{jh1JouQE`
z+Y*qutqZHXj?Cy@OtP@=dceuP<UD*^@Cal1k0Vyh`&cZoph3hBB)o_CDQ&J_2(sx%
zsj^=Em5f=eZeR-GmR+|4f#SX+sy-Q#{4@oJ`A0Y$BZChB1@fkpa}RIqAvT?v5e~(K
z2&XrKDja6T&J<Q9X0PbGB<TvD^N+U+I9H309i8{LO2Su_ZK)Owxg-{f^;tzzo-L(!
zSi}06rJFD8nn_x8KLZvp?1P-<J7Y*V)URkfb1UCPp<>4JcWI-or2s8CRIY>r)a?ya
zF>peT!P#c3uukWi&2ssqvOe$D-Q05WlWpv0?XBUqt;S65*rO%`F!C8lcBga4C&#{X
z=d#xF33)TNQgl(NM(EMi?$Z{0zWkA=t@KAdGT$?Coe9sir^}1IKRr>I_H`@Kam*(O
zF6m%>=JNapZCe3<1Hesso3DtAJFvM>xV{+2u)tzF*0*ZeJuweVM)l!&^zrNCc>36K
znYx}cI6IB$Bo^Z}sDsxW+sk$QQQL!stR7+X)lvqOV1tk}+Y34>JJ4chX=jU?lG&|9
zl47xgQ59=Kl6d_YGW;^g2Wv|q>kQ@!Ocu8C=G?(?(?hK>H1>~a<4c(};hUiCb}KLZ
zWYEgI^h2I@V|(*y^L;o97z|H^RtCoRv1=ri#Ne#5Oj&fJ^`6+7k_zok^KqS{w#Zhi
z{4;7+T^k{T9{dEuH1!&&<JH6+XO9s+>fi&}HT!%n-TT<`M<;zi6gY7w`%_Ui7?IOb
zHZ}4l@dZ{8&CBs6D0Bw67yW|-5f44UD9%0@r}2cTzMASg-_aeqFQCI*vi)f;4c)3A
zG@QIvmmlwR0>BbH%o}HIu9B(JSI^d_t@d|F%-J}Meov86nyaXvl5xZmL$SDiD8bpS
z29xGHwLGZ}f&}l9fBF)|Ks?d?z35&MdnJW_QSz}UshbJ%$>Ry_A8}gI-f%#Xq?khK
z_VKYHOxtlK=F4T^S)Ez58M5el_Zcc#`^M}%vQpP5eZ*FmzJ$&V9urq*4vL9MfB)JA
zKlIsQS-WNDi$Lh-#M_nJZ=2BUo51~164W!$<FjXFI?9$NK<X4U<FbphkZv-nW<FBL
zGqu`Bv0yOvmqI56DkMVnNT&ID)Q{Bw_sjH@4NeU^aH`)Y{g-6{PR(9K{)n!zO+>oc
zFWI3<PARTm=uzXuJ3SxZCrErW>?XjHE$rl&;9S~T<ODgtE<r8Pc(WbL>{=&Q1KrDC
zrf}NA4G2v#RPP2>>O9&|tpy$@T>AHRmph^K)^oXruIJ9)o;0;9<dwQxEE(H7Ctpa4
znVwJ=4nJg(^;NnaZzuq-6?nB}14R$C2YL<#z=7L>><Y}l=mm3K#5jKyU?59Ep%g6G
zYAP%8Y)<R+>C7X2)sIawuwIzV)+be~xz>2xCi<O&4Gp%G1Y=P4FXl=j6_9AV2{f_n
z{Yw(8wUPGd2@J<aPX!Woqq}9rrx6izataTw))<xYQMAaJ4Y-i;-I0ojq>GARz`XRu
zo;GeA&duPo!1qLnwY1UI3NJ*YMrB*y&ffIT$Ffa)N#tL&Z`i4Cvf`fN>d8^>F+Vv$
zxG&pTxiutY#*SdXDGjlAL0coZ2-VV;2XeD$Y@0)ECiuP{>&bN~&+qZ~0d~WF_j4m=
zJ(C4AoaI^D-a@h2n3?XBizYU1pVkK`XhHF1`8slKv{c`h`mE28M)zP^ztPgHZCm@<
zg|w7CPB-35^^76%19(NKpUtyU`AF_bHJxv$w@v$>yAB1tYiq778sG$HDjIio)06TF
zEIy6TzMPvm8c}3+V&9<_lrM7ZvhkG+CKpReuPl0TghVPxJc4CskIp>(kNUm?a}a)e
zoE|GZ_N;yuKDv1nBlC%9Fr!J6*6nI2AE<v}2Bb*nRYu?ltRJ*cvh&SuJ-RFO#T8ee
zeA@71_6y&?zR0*{BdsCxAfo*WmW&x>GU%J8R9`%J^*Q#z*1Fr{3Il0Bf-<j>N~mp+
zVO=N<vhOtjhgD(m^g-6_(<gsYj#wLPx`$6|klw8Rfs+rG9Djj5gpQr{+)g>#@Us3f
zq}An|G_psxSUN`@PSS6#D>mr!##)CW2W|NR%#-W+L0%711h2DO9N+TF!WUTr$xcon
zi{6&ic3h}6B`A&!Bj-8;yn{O?8y_gt0QIX#YbL*lko~B{d$t821~eB@*97LCJ#K*s
zm#Dq3>mdDr6Og3iWlPFj79-S$q9inmFO#`xKiX|%VPJ&-JdKQI!{p_S)CWKu;HQ6d
zippE)Ci>i~`O&{lT3;ai2*U5RZt}FmU!;g6k7bF%O8{21FFnX#9Bh+5;1P|j6V<)%
z{?A|QdZrqcVg&YbSb8_zB5|(BOEu%NSjyu;7IOs<kl`+FRsgQL20wynR7W_q5#^;U
z9|NI^A>VVDrU7p#zh6>PeFF#g9W#zEW@lWyRVES-{Wh6rPq#9I+*{67xj1oi=*?t@
zj|6TDx{!1AVBrS`avE#t`Qwu?gWM>5fm-O&(F69Wv(d~3sM2Ny*3RW4UF_A8loRAq
zkM5e>-n!b%A{HcCu2j9NL@LNVZ%@}i93@p7D8-=3ME~Cr_RD28Y-G6oc1*HFEs-lZ
zbC)@V{-<8bSUG}yEk2W-XSaBm0#W*P+v_L$<@kinQG=Ecaa!7lGp7b3)do`No~_D8
zdmpmZ2>RA@#5<t_sh|BmFw!#ti|5Rt2Bd+bwPn>rN51EFmGNE*$2k=+ID|@q5=T8=
z!P$x50`tt=iml?yU!O}W-aUAjX!q>ptRvLb$z8F6LR(Pa>UPOhUXD~Q<cZD%0UCH1
zkL{!5gEM&W4eD=jx&1kAnK~M#6p7uS7K^$Z1uU5r9DYI>zo#L%%DQO^3;Q|WZb%bX
zP^yH2HcQ#x^ej4%@IHdjqInZn(vUm`DHK5-xiCJVQUqs)pGDE`QfPVRhE@#Y+FzA~
zPMawf3uBuj4Tw{gpPM5Jqvs<7FjpFmhwqA$qxxh@RzVS^*qOfIyI{wve?#78?5a=W
zmSFZSLdlflxP*MBe9{yHrUUOWzFF7>{Wv>s1^hKcR@#FaNkApne)x~XRK+HJNR4nW
z_%{gsWcpoby+R-4U&N-qu%wG!)G_SQpreAjwk-&;(QzCGIpoTFI**-VUauqjok`ac
zb<Wt*wWdnw)Nu-?3N8+o4n=@N44+ru7z=m`tM>IJB&p4oYX`YGq{#zjr04X4Ok9t@
z8R#c>YzQ;&5d}aOyjwDqW#e#aH>`JOs|t^M_W!I0B80ovjF2n13)h>DW{M|Dst%CB
zJ_RUzX>K3?6bO?MD+OTHi(8m|krbpN;C-zK;D{e#L2WA`()z-mZDUA;Knlf=fmuv0
zDm>@16$b@R81&ckCSH^@RK+a_)iC5*e^oZ|Mu_#-h8ByO@>wVnk@S$_O>I)tLB&3q
z(Ctj~C3uo9{jTC)8E)E9`u+cKaZX#JD8ZI3+qP}nw#{9(ZQHhO+qP}nc2(bg>OS`i
z@+oty$e3#`Na4R(@5S8H#cX27nC^g6{J;jX9hBi2^a_50<g<~}yXWy(SDc^a6Qdsg
z!2;Zs6_r2v-iJAne|b*iDE+RgxA`}IG}Um_K}Ft#3g=ZR?nto6<t*fmyAJLzHT)wx
zX|Aw{wAZka;4RJhz=h}yz?alPTC9BCN!Jl*k`A%`J>cp;tE7NAD@reAUhgXlSZFq1
zS2Y@;&x6W1{U%S&!hA$G|DGtrt#a<p7%&r1ev$M_$do{9(y#=GN#R)sqtg0$Cyu^H
zRn5mH_Zwjg9WncmA{2knOJ%5PGd>@M^ina&f8F1cK)Lf1&P=WDXV3jtbJ@q}lt_=5
z4O<Gi{o?!lSjYRUIe&+-PEMs5<K)j_mZUo;fPQCX0uIRi3nsJGT3j&~o)l%*cA~@V
za5x<V{qe1P7Z#m|y|u#dhMO#VH$V3HVa-c|9`W3_G@ELdbltHg1Sna#XKcWGTze08
z6uAiya#*8tFgA^Ppszmt-n;15oE2p%aY#p&1jrl0|ChWyg4OwKQ6aMcu86?#|6V$_
zOi*py3m%zWI;2Hvh()zkG&`VKbzK(;B^M`>BdjKk&m}xdc;C$eK>Kt0H7`-LL$!oR
zpnZ;$3Oxt8d81fWaT$f#!nT9cp=$k^j5#zJ?;v@v&5R(y%F|tpBQpA=g!~&gcZuk$
zXxcrd@A{i7`{lQD<1Y$Kx^5wWkZ*crsG!}tHX?XgfM7yUtU4?$k<*=cC4B|K;n{HO
z6*L!51IV7Z3>HF=M)0XBF11``^MZx-l9i429P*_icQFJe)B0F272;I=`1p^!og+gV
z3pczn;;3%OCooSRW(usVlv$M3+Sf`+r1McqxYdnpJ929+zSXkSoL`nie8EKsrXeY<
zH2@Nf*K*SO<0WAOn31*lVL8-Pg)4oSNH4Ga5}L4yT33uulUxgc*ob(0-Hhvb_z9ou
z)aw^5ts<|2g*lzuq8?uYPc8wUoS>Wc9DqES?_ma<7wDrwO}@nlo3AC}NuxHx^S&RR
zGFurGsy;R8WbME}<_g?!wZ??9zqE%|An6iwxW!xjNjSMy&bENNz%sMIirjBXiyaF|
z0Z~drL-f~I^$E&k1SLQ(NUL3pa#$z&l0gBdZ3KhM(oK&jvXc=0CF_e%+FAYzlV+(6
z2AGDep`&~@`avgAQQ9Irj;evjQjF(bK`N*S<8M31X5v#r1nb)AR%T2M`yUb3kX#>r
zhMEX1bR`J8|E_&}U83%bI)#Wn>Kug#iF?E3J#j<v#>)OxeT?LakVTZEbIi%i@T|b#
z_(*Y!{cAgAr3NhVaj#*Yp_K)8+EoCrNcer!a}{83<q_|%_CB-#`chMLeHeIe41On0
zA+a+(;sKr}nb+4usUIVd*UT`>wUQ11O&AxjzZlvUPF8|QF-E%EAE29?p0uL^!lmRj
z!1LQRxSj(+ichWiFP9=xWt4Fv_=Y!k)Q9D;cU@`=Xl^>41N?{>3C+d;==K1c#z-ic
ztXX!ZSrL8o<ewt)LW#5Bttklp6wilJDn3~p{NcuCAL3&X6dVd5hh^eQ)X?k}o~)2;
z=kbNmyl_%^B#VyFkF1;9l9ZtS1aj-18aFA>ziw#T))QO=T}czc{7$j>(I-?(;wnlc
zH%vy+>fcy*2$f<Z_ztaJzvpw-2~MsbwZf@8qeR0ZQMFtIJR8ReS>Ugj-#?0}r{Zh5
z(I^E4Q3-%y=?(W;8~Ow`^_GQLD0$E^;6_t`Ee0-V0O|NJYB+G&14tLh#c~*YRH`AY
zb{>F<J(tb@yi$<?dxi-DskG)r?XM?7QaKOdHrJ4?Q{Br7WQYtIBVJR*uAd{!ATo1k
zo;$S%c!OXBx^Sv%*oxS7+6h*ArJDEx(~BM+z9d^*8$OGo${kA6rv)xdhr4{=dj8Fj
zNH~3aD4)6~#xSN+dHrihN6mUt&0B%llerZK^F!H}0K~$2Ixb~k(rl9GY@(-CShu}?
zFKleYw=MXq@M$uJ%5eJ|$Qa71mq2qtI<so3y|_Zr<}qsZk-}{|a-O0nTcimUN#H^J
zhbkTN;ZAj+P3KAg^5oMo%<%B?T*d3D$o|Pz_}!T53oiHBMS}Ybm)F?JGQc)=$JEkn
zUlRO|W03%(Z`$|ifrozZc?ol0563=tZ!CZRX=MReSnzR@06rdndz>cat#;Y|L?P2h
zhp2I{cH*Q^@4y$i0<N7Abl5av&v5;^#~}+-Z)Uomj7l9ZykwZcD`YzMf%fp7#YqWR
zVN#B+NJ0&qGslK0NxEReoi%HQcHz(^^taR%h(6F#=8FxU_3$P$yYZs%;n^<Ip9xeS
zDOg;NN!>fXkfe5?v@b9F<CNAx8?^d;4mB9+^!)rfnz_dAcc7jYVDE`DkOEmRG1=P|
z`rBG-w?uO8jjX$%$`kPiS2!+Em6|LSlq3LLYdboVUVwA|RjdEO+<kWxu`%qlpQvrl
zFYnNZ_cC>MRh^gAu$=YM+X@2~aDQ)YOqVg=qQfUzs;6ItKWe^$VA|q_dMq^}EjmL|
zHi-tsCL4T@1r{m7i87YrdYBPj6${Am7z$(>LdDw*{}q@1R=k@JXNH`J&2H-q_Neym
zOjk?;5t~tnGmxi&*H5;IA!y`NM56I!KuD3bvPjZuuQHD>B)cQFzW|m34&Lmrz_kMW
zoy5u1$8dLB9~B8QSDqKwue3cn`~iXgA&kgORZGz#o);fm&B|+YpW)W{QFMf4c}}y@
z`Iw>v*}w@rMOe?Gg?%6TJS(6#+5b3;ZyVgK>AMv!QD`{0$e|c;^hkZILu-e}xh_CE
zt0#)!_k_%2BShuS6PwE^iw^b~kFe_;e(uZlvPtUOhjn~!J766yZGQn{Y^}i?ofOt|
zIr6xWe?4gLbtUmlf!#EC*k%zdD6(rPmi)<)1zSA3cYfa&9G66yO%+rhZ5_&ZI20)S
zV0cfbTj1$%F1Y|U)6bstccm`5Uk9cUUqR;a8BH%k)eMpV>=FbHp-pV}hb!Y#$tuNB
zmm;J<LX!M9$Fuj@<)t$0(v;c^y#M&;{_hHw%_NvkmQ5g@xgv+0<WG)7InM1VhnpuK
zVLAsean?t*$Ry)7(8ueZH=QF$8w-R{h=8%-ApyOcWyUQE)VGInXb0c!q<O2||1zAw
z{_z7|6wZqrt$PR)8sE7=wrB$N!ijItl!5cV*#XEUy2bn4$Um3t5@Z~=rVPXqCe3a)
z4Z9rPR#|x=ZxPq(?+O7uA~4&{1KN(5MVlw>Smcf@Abh^KvD;m6NyXp2V3E+Qda@TO
zAb6|_f5vQduA`8!``!<H;V4NYM<K<-1kTtJpm)M$;=C9w<2Qvq7F-@4Skie8nr_IA
zpbaI_axnHJ5aP6^XurSL(4?%^U8X-Ov<L`a->Jyboy2hqST0lc0*ApWDB%g5wXJPV
zl=5}9DKWsvgNNy$LvL~Yb&^*6@s+g}9DC<}gC1ra`>OqWClw<Q{_nv{V`ERhv3nHu
zk!&?a8y!2++*sWNtvQIcum32N2q~dUinIfbUAXeBvc1EJ@xr-%#|0eI6*J`s9qa^!
z5%O)de8b={Vey7NtZ99Mv&yiBq9e<d;rJ8WK$@ZsN;1-ghGut&iHdDw(+x5&Ga)8i
zeB8EZmluA1rq>e>6o?RSiT9e_=R=VAe4Bs`RaLpNRecqXhHatS9gSOA(Y4OPW*VYR
z+(*m1q8-9e>x@vH+UHM=spFYXXpQ`dbpu%V9Ve><!rI%g9KUW<(SMO3v*4BM&tuKd
z{hyQo_$e6o1q)Tq$=5qF$FE9`qt8hGMGFz5U#p4p1c>5y{Bsa$@n7(qt|a;fL-=Gr
zBc;vI{c?AtI@QG5x7-(x%VzFEu<}r`bzPSm36tARl*;n1kFA>voui4q%mb5Y-FYnm
z-L*2vetBrTNV4}C<jISpJr+;!JwcckzoD=N^&^M6`nzV&NT0;fg~Qii16dj)<jK2y
z0?&)+K*hL&fo3bOXj2{i;Y<@1tCPULRUNdj<K=8Of|f8)DCw!;tRYxiV3c7V6fkQR
zQEYE!4X9dq{f2M!c*%VgW!l{G1NN<yn|c1Vxt;XOMp;H>8GR+vWViI56PT##*c4T;
z41Y*GGEV)!$2njuzg;44dh5Y7kXV97<vu^T5=BEu9Z|<Bd@JD7ck*-iB0Ds1Z(!Cb
z<J#{CNw{HxyiVkhdSyxN&bC3qetYrAV@e9vJOdYHWg+JOUP4mXC4{<#QIueA5GapB
zECcJvBC>mK=J{$!V!s(r**uJ2faguW3WmP@*b(mo;4888@;4MED>5K+m3|)z>Px04
z98DpzXr+ex_o8_MshfFYkpyjok0XzNn^J;Y0CU%}H8fQjs>}H}<{4#OV8pSmtPg@!
zPCN!H05hs+GRFgJr@)=TjM#Xttu4@*gE2pyc<~Z|rwZv|$hoY9b2yy6@G2^-ztD3d
zTEK)~N8-Z&GiZ@qqTWnR?{Rfxx1qec2QHw7F@(8o<64v{SkB%m%>gH!N(*rgR6LY#
zPyy{yoAqiFm<LU}3rl-lOr(E>fj+Ce(th9yq~762JOZe4de5RNL>_}nl{OPLamk35
zM<{!<V26g30Zu#{C)|cAF|D}wAs>@DE_e>DpWg5^2zxlR9GsDJxj^=$M87!k_%y0g
zqlW`#dcQtz;rhQ?BA?qnBpca!BFEA{+_)2Kso%e3Nz>p_>Xm$uB|JwrOi>XF!29&1
zsp^Q5ApmM;z84_mTbqhPveP(e?YQ%q#hRF_1DNsRY#Ohz)@UkhQ-Jk>^C>ut4pMP?
za`$$oaqF7gZ0Hf}L2QJR2RlXWmU8opZ8+o;e~N3v`CMnU$e>;Ca4xX1bh!5xkW8{c
zE4DH5Mn<%n>^J?m9;d#C90DG!AG9T`ho#(x?{Y}F9C&@E80|m|upet_nWZwU!xU8H
ze)R<azxU6dVHV?FlVQ%UTxfnmt8%ll9(acbkX<{Dc$JoirAT+j&<b<jWqQIs+0j#D
z>V-f;!W^z?|K%Gd)dhhB*QI())=`v~YNlIqrsD?-5Pq&-Q3flJ?mCy{D2DZK#e)Ub
z@j3GxKdlm)P&-<ooQ?L0aQuYe3qVWes+Rh!9%YbFeQrf!jvBmhg!o>Pj$FwC06Z>4
z(JfdFNbcfd25a^eRn{CCFgN399bBHC{PDRji@ZmxRaV{NrAG-8_-Sb><m*i;6s#${
z9Hv#fHANmx0HU_LGlJ1373ZA2D0+s1_|GixkvvOR3VL@wGSD6?FIWhhqt?9$wh3pe
zKXt%p8oO&(tiC+BF|&r&)Z_2L>kOZSd&V_Xhpj|C34Z7eZY@ZE9g)~e=hZCyN-#j#
ze4W<B$T+*JtcJ+Rs461ZFA(Kqyi-5<uQS^y1iD-&K`wdUz$_owoai!x==8l(JVvq!
z9P8JNtCjLRB^n@^UOg5ANI_)PPGosWXVeAi$e{AI!$XLPfG(a<t_xfz1^t{@V>oky
z{TmQ0eeQRbg#Y4u7Dm$xR~}J`Tf44-EPwAH_Yz+x$avnkdmA}=w%~EbNA|WkDBJc{
zHyAM#wdi}xcPy@UGvB1c^ATL~clCtSlrmNs6air7^?c$9yqU>47Na9pxeK6`9;MN&
zRq@lwq7{<s429)?%<G`P!-<V!^bTUx!7gT(t)ykZmjW%o8I5l=&<(rdq3w+y%R7`u
z=67O_T!@{-(|6c7UhE5XMoXo#M_0j^p>zNJg6ggZW97;ehr+onrMVL@0T1QD8)LDA
z`mxdX{wt@aXh7dA<}59qQvwk$x+3RSmDSb$v4M0uhZ?orZy048hLdNn5#!DYC=?XV
ziDpLYv<O+J-3fB<J)R4cag1JEeJXR&kkqd@Z%OVB4D$>ZTW{CvLKC^S|3|DSItBwq
zlly}$dhjh^Kp-=^inkzIdJ140Fzc$UgWGu)#Tq~;<wc7@t0{@%{L}I#_x<>TJ!}8p
ziV590kkNd=%KiEqigPBWr#Rz*y}Py}lb=G#G)mwxZf>+C+JtXU>R7{lDcqz>I$ko*
z8vTZLQX;BLyhZg`R0(qF0KRr#$+gg&AJk*(?>0E?WS>&skqs~{63+Arwr7L!Z6=|w
z#RihZY}2%II2ghjJUD9F4WFONUlMy;=^dK`6O<n*{S;Vw@zmTD8#XOVPWocaJJlV(
zDqao4>7t;8NhKsvWW>I)s^K=r&#u9TMUc=N6%f-x=MzSEduKdVcXA#UNHB8+_KOWN
zeK9E%nY>fx*O85x<H?ybwSYf=u9<V^0||VHvtyu(b2(K_+P*>S2+-h@v~w__H=$ic
zc+WBI_pLOBoS?+89nhraad0I<)!Icr7{@kPygXRM1<5@du-_*$9~36X$o{+;aW@Qe
zY>f8hctf<`KoXAMXlVgLD%MR>-~pr5``sm49NR?Nlr|vA!`%HJJ{&h}f2p(lYso)<
z7htdHzjeIdiJK^im4aRS*KHO-hZ}TCW7luUsJl~?C`I8BnO)b%Il9Be05-p2^IU=`
zYEEpPYAK~v@|HDERU&Ze4dm(;JS7&M{z)d&<Ft%6$skAf2>!a_)9OB_*Yw_U7nF3_
z&zzparU~Y3KU!s5SQL83Z$CXV+dh-r@jm4&eh6Iz0Z@7Br^o!t4HE})5+JIn<J0<G
zuw1l$=hlrbAG2^K<Eq+WYl^t%ed}nU<=-i~w1ZH&TQ||Bw~O*&#`U#EGV31!=A#XE
zh3W%D{9-Mj5}?spf@~h1qI&n5#uv1h#=q=9K@>JGSiavEAcmukbv?!r>Gpa;`ktpa
zCM-Eh19(NdCeRF2nh^HZz)09zA1Wm{Y;r-@YXC(+y1yEvm2WrugdSOP`DLQ`-L;Xi
z-1(9!KDuboeoaF6Zn(I!!|6vb!|uZsMIE+BH-b4aO+_QoOM@^|yU>_SyJS|>V0Pm+
zagN^)@o1j$px{a8_Tp>4+!4(*x@qac!_U3pA4}RM)Hq6<5Jkt)Igo|zsIYHZLvhRI
zgyE0-Un~A9pFlrd1yB|><qCZ%A--G=quUFIz4y<m$f95O8<`)o@4m$Nz@jEa&z+pC
z7;>hY@_#^pCELoGCLUTeYTyAAbO+M<XTpyi;rWPmym8}Sm}su80Kiy2i&=#SuJBGT
zAw<`9OPrmy5~nf0BPX^M@oFVdUjTA7Mx@vg9pu}mw4{DG!GD_#e(>Yjg706+WNUWg
z5k4^eWeO3wE;<DNN*na2OKeeBPsOe|Y%dGa1lcV+7@ec@vI<~t;KhLWu%^vW&Iqw^
zRzYEgh#k#eOx4jSY@pD_#=uQs|NYA3y)Cs(h|fz~!<}8@(Zl7^#viY!q_$7RI}+Rg
zN<rdIXw#Xr%dzxY!Dv?;#y!qlR#5r5U=G^ASU~e8B9MEVfc1-7@&Yr*WA0K?bBF@3
z1Hmj>_J*(+cjo3w{Q8$VH<@_o`@MJmm$|CKOv!W9$s=l5B|*e0cC3LK)ip1yI1a<E
z(*VN*T3UXxJ0#Hb+zeG)5|fsgL4PIp`^gpHKsp->vO;kP@<Y+*&%^R<5SSo7LGG!m
zCQ@jVv-pd4kl=ZX(37;Wz0It{>hkgV*YezO68UM}o@u8g6k<wB7J}ZC_Ajn3nP0H2
zb?h+_<^220^39iau8=9qT@+1|j%_|)IB95-Vd}u;Q-)gzC415hd3t0m!R5V&TKt+0
z=xK~T;a8g$>c3E06ORJPHWvkH2-|E!C0I?bU(LJWxsQipA+tYUSYyJ6EbKcez^*Qx
zB|WKV{Y;d??HfI5Fe$ktVDrya71q5SS3z#@G|4spJ}1tyX!a~Gugey`E}B`qr@3N;
zK6BB?kj|uHqcNm5kePSlcXn6jQ$Yh$X|zFMl|@*nxRl%C9LCu0vrCU>*h%}4l%iX<
zyygOkZ!au;_s(0c3dcAUBt>1~E;rt!F85(doeX%F#04mN2K?;NCA;{%d0GN?pLV=$
z$||<9gnQN@K>V4m@9NsK5cOw20AlN54o|ox0Z@b3BodS)4&z7c)3KG)+JHLSEi0!O
z4`uIL?g)u4+dtw9njUQIWFD-FB>O>W{Jp~uoDA@y)UDpPkh++7|Kp&Q*dYt)ukuhT
zW@tsd4x2DZKA?5s)H$x$=-?ZMaJ|KPJcnk@Vz7gCoxNMy*a5iVJ+&+j)jmw_CkJGU
zIA=OtbH>uV_Wm;O?e|)K!=*9exD5J*5w+Ap+0Jk^T`<zE?o6CF5pfi(6);nrFUO;+
z9-Ts#f2D$Pi=jsv((QS9q@?_}Cto>3dPhb=$y9amXa+Uzog$ciad(nJ?>H2V!(sQJ
zqJ@VL#8v0om!;e0G}I^e+Eu9^z-m~;<Q0hDmF5spMy9!sHg;{uEC@zb?sQDV9SANv
z{?V$Zu)b~<fSS>4J<-LW)~`HDTjg=CKdjD``xbTsY+^b(CJAW>K!Ko#!tIQk`?-m$
zgbKEZn})Ps6!0qcSp^`RXcy8eH~1v~(DWeQkG4))yaY(vyrh1el7lI3$w05z{d{{!
z?<V<LUgE;6ZErA3()~)L1-AC*G^diFC3(>*S5<<xe6G5-5eDkHV=U#qJ0-Z@8V~w>
zv)$tBF5CJr7aYKb^HZ<oZwm^&TM7fZ|E<r?RD%`ViFsmbc5*%TWy2LsH@0mfuBxZS
z#@t~(c7~gM!q<gXOsPYTWD&oS&d>jwLBvL@n8uErBKaFP47)&A?IH0azP9~)G93c(
z{x3@0){ubh-p-6pHuVBQuXx6U9IgQ>VSe*{f>Y4c9w`u43DYz0&evu=njbDhgI+cx
zjNR(mdmzyTP@G+WZv#MzVus%<7g?g7v<aL8`L*$linS#>I0sL<(MQi!S2VJjMyhd#
zaUp@N;sZB9C-ry^Kw3s^+mGj9n7Gyn7~zmt?hZ_12yFTY63tT$@C$xh;b%7AJ^J)4
z5*z;eHVrOQBl=)`u1CEzB%G!~OS<<E&+jwzg?9pz0@6k(-Syv2Vsu-|fcg5<{X%4o
z?s_V620?7q04Z!v(NL4!`J5v>;q)NM*@F;_;C$A|WbZMS7~Y1)!!WJuJNy~mpg=D=
zSq2onrR!TxgrbPI==m)Ykfpq7VUEP9?%B>CNXZ0MzuiM?0Ty+_T(AmTf<b>-6#jxc
zQUr>QBHzPjZB#J^mhI!>q`rco9p#}*$eFM_7dsCa`6YvMjg}!?d-|b%RZm3WfNxt-
zZNOWq%>mu(uiF9)zqn-3JKf-*r2oOC4UD}ff;{^>Du&MP(1{s_`XTcmR=r3QZDJpj
zb<zn0bR>g*+uHN_10qz*&^E#b)ZXg(A45apHK<Y%me`Lz$pm7>vPQW>*7f5Difgl^
ze%?Vx50Mt5vZ%O(_4%P3D%s5okUSgV%cwaiFCr3a8mWA+5axL)xZQc65))IpzlEB<
z%NKTF!=P-+Wkm_GSeS?F05MIh>%^IGETD~rpt;SBV$sZ*Ok{Ysi>r40O%4pZN5K;G
zp~6y#Hs>LgzoK<!XOng#-UatbJ{k+_4@}fVgmkN>&-oyL@uY&}xQ)+icZH{4T)=QH
zNU`p4LA*QJM%+}1$1RmxgZ3Xo^|#`A5O#dlTQ)qs+TatCPLBiKk}!Nwq3L{*7Biy1
zWG$S*Rp7qkrq197W>p_}UOMDtJo{{}ddOckok|M3%_*O1m#ViU9>W3#vOo6E%ku!6
zYpnE^?h8fXovA6leHm;OGI}-}Wip18k;32}g?)|cugQe$Rb|)h13KHMQ70qQfy*1Z
z1*n=IPMk%t8+C|uIlMrQHw=vdSwRWe4HA$M61+L{f5X+JvwW<$s)P(Ue>yH|b)8Dx
z0qHQ3oKYCx1Qr}paJEE{9>(Qo<=s>BRP0~nxk>b)ywBkm-wY$~qK`)<cEqOuY^!<@
z^=F1nWZZlJ6YW)o7C+bIR&DO1Duf^5t{&}fPYrdP%E)m*4x@+BM&~&Edk1Y=kmA_O
zz)1d-Npxox(_yN7??6v2YZHeqdFsP`zv&fhH|aphuws|Rm^u-{AnR2R2;vc2XqL%@
z$!Y?&;UQ`0f)UH6RgMH)t_>ahhlUQnPxYpx|GVAb?n-k|@fJ5T(=FsEdmMMV%}$v>
zZ%>a}W~tn}U-kAZUqu@sBqeqm?<I9O&jSKNdM_q704Rh!pq<Cq{OJUA_wg+0ROmNF
z{^HYoa4j}xmIKnVl0IoTQ{o;w7_8eoi$_TJZsnlRq9Ks>51KQtp5Qy!I%05j4A3``
z`MhSvj(Hg6)1!(-6}NdR>M_1xqX-fi<<lrNoIE<IpN*xXgzny*MDo@oKeg9}{qf?i
zmstiFZfIrcBs;HK-Q4v$TUiJMll!;ds>Ty4FI}rF@15hDM%<))%yL*8=<6T1e(y2G
zDe;n$v3dhUL%rVG)47D>EmmD`$qPZ8a^}wm8!Ev(nCFI`5O`5ODr}&hOt2sGdD265
z<hMlC^bZmy3%bHqrJVP}dNSc+!z%g4Q~%?)*$bcG*J+~n%L#Vmo}%tv_mt{HKZ7tZ
zu&(j@PHFih7C~`qEu>~INbV{*AQ5{i<WiuNYl*;nmX06$rJz{AMGx3UMF~g$^ye+9
zvk^0ItMWQj@Q-qupDJV}**Ow#<j5=5qGq(0go4wnV&`BfX(L;7U^1G(=gH(39%*}9
zq1_A2&A#X5**T057ofsFqs2u6aI_l<w9MrSFb0vs4!F9)!JdDJXl3A+pYUo@yWkKK
z&{CaZ6+@+PoG``5{;Nz@$TsXme#kk4D05_iqNa`GIR(<X=+3_bZ%*MdnBYPp_I7VD
zaj+TlWea?xOih{A{qhYsmMWBJms4idnKFf}&W~RCnffwljy~%eb@TDI=z6LDt22q=
zppM3pJ67688!%ufE8(2wC7!D8jXFL9IbA8&Wqc_lAYSw}VtD$hW-@tIQdFny?qL9p
z@l3wB{ks*W?KUjReY+$dhJ$M@4d3If#ylw*Z13Mz=Q~b2hI#T1K`)NNEI=?WeLbi_
z0e;*hIQEmo`5nmRwJ#Hoa@wt6#L3#fZ(C?ZBMP|=g?)q4W#Z;gM-PqS5}fzWjqKkT
z4=Uq<kRt^o1prY%Eorvu5S`>~lXN-BTwkzIU%aNt@-D)cdDMw+k39I6)eGox!c2Kc
z`Tm;8<DBdPoE!RJ3$P8M5{#*KoD^;I=ai%w6A)Y(3o%K_2i~oYSm%22>K^dcFxIKf
zeNdFhbtE0wVW~ls5=a4$iO%VKZNrPzPh3uO^$CR4{cf0t+7?o<`{g7?p4n`_l=I*>
z^qL+gY_RY*XXx>!&#Sr)Y2);&@F4U14$L;;KY!vY+jWmg(oO3SHiJmZHKQ%-GveoZ
zRzc-2ED0|4{s}9*=VZnD0rSaHDagP)>+6r`{w2z?Dm=)tfjRcpX~@qvt9+KywMi{n
zUbq)l9BL)nY?O>@10tr+i(|G+xvYxFFLFUsUIP5|dA<4bf2A67_r-f|)HA~zKa^Iy
zXB^~BsOiK4&P>mt%491JkX$3i+s{0#2*nD^>$qYE0FY6loJq)F0ZhvCwV^ghq;>?7
zB18cURr)7!@k4>wdAL9Zn^WgyRsSUke&%m5lOSgS18Wg4QI7Lmt|53X(d_Vd+!4f=
z!8SKD5P3obUd{Sw2!ZN-nl{XrRry9ET99;V1P7})7Shlz;|J|$VH1H4(tdY_pLtl0
z_kuPViFz-|=_lB3G4mB%_+!i`US2?hc0gj?WK(3)IYN<m1+Wc3Jt>nax$DgVE8Vh`
z4vZPmP7NnV-W#M-$l%)54YUnwpHZbMLPX_A-HU3$+R}0*O36!Y>9V2Q$P#@jv%UsF
z?+l}KuE^B_I;|!~VPY|9Mf$mE9ClO1P=PY=hW5x&P(twk@lR5}qUl$MRo?0nZY{~R
z-%*P)-?-LD_UzPW^g^z6Ez!)COneM={W(C%rDo!6c=&=3z?6PGHRtb*PCblp@3(8r
z9(3?+s8Ckv<TUFwV?t}!-EJuRholB<<W7)-=MXhK!E0J?z!X3*kTEO}j$n5Tgsvn=
zFv)pf7WB$o2_yythty^vKRHE>f2rsCDk*u9cd-3}ldz5-Im5T2+EdhFNwV9ZPRm-a
zWM!CI>m>7nY42Vsl*H9${U)&GH(8im<&d|;77t-~Oth~v!~y#myYdOIkxgU8RwuJx
ziEJ;OBmp(X^^YaJN^$hIG>W^u<Ft1%JBhV;K+z3r9K!yI@*nom;jmv-F&Qra?0B2b
z+F^@&m1oQL{dPnioTH3gG=F5k<Mr{8S^GNmVKTUv{Q#Ho2I{wjicnm#2G0!T&UC8k
zy7d*$dS4Lj>t<jxUW!PEMwu_-vf9gOcK-pVSyD%u)&wrB7w0Bosqm#>(AXD=ZejUW
zvKU-vL_eSE`;<ek3@#Fovs2qcapK1cP%$)2TvOGsk-FQj;<-1ij<5brk=?{2>@res
z=r6W7k`?)Kgr5D}u5fK`6YeYfwq?&hB^nRe+s8yIs4Se;#yo6`4;xP&SW>cWR~4}F
zUnk!odd2+hzz81e`x#8D{-utdeaq=ZO;HzTvqjJA=JK=~^mwNT4#5Nq!xZ#6SD=Un
z#HnI2!z?>xI@yVQHn|WVC*wlB>?z!qzJA}qmxX<_p1#Yq9Qj0Ku0emtkW*2$-Y`y@
zr~J6=a2D>vSCZ7sM}CEJCoeN9BZ7R6E;%3i2amaHr5oSt<5huFEnku)m`vnqKEIyF
zM6Z}|`dPSmSzJOHWX0Y@bP=o+Wf5~|G1$p#yPTVMuMOP=ZAs@)Hw1kS5wpZ`;hzgx
z7l-3LDbSJzJS>V}-1F1sfnf?!E`B_IN2yHND)zsCXB?89$8|1xh6L)a%Oz<7WvfUI
z8&3>`Ba{v|X5(AaRY24GfpN`@Ee@!ASbeGj;C;!Ip&gS>AY|h)DLImdshj^;KHSY_
zMyDK${{TU9?9*WITxHd+tlsNC7}sM5lKXF1YHFe0j-blff`87zt88<$w*a`^tX@)a
zKlUklvbwlf`N*Tmf5FJM0S;emEQiO$Dkq`~f_VQK;e7*P^U4?CrryihKfhnq{bQRm
z^8WA}pY$f0v2LUQ8>uqrEHMGrJ>-w5(Tuq5d`oYm(*ZBPp9ezCmxmrH>0ZD$LY9b2
zJA|ZXdX1Ua{H#d^ot((p^4~et3ZVaG{&ZxJ`eQG>bpF1jw9HCn<+PStXCE(v-pR{&
z3*@$2e^xL731-0bTPLmeueqNRhdv~av0mn8y*g-M6*4XH;Zo`mOyfU0zedz7S~b6A
zBm|}pT|ujctk{O*Vv5C`M1vs9=&sJQDDQ9}#vR(lY}S`B>E+|bCdhi!-4ym+F`%qx
zF>i1i1mTPGW8>D@xbfpvk>sPC>Ge8iB!kVjVb(@9nLe+p?~9d3P=pxE8UlQ2NnHdz
z)A0p(Jn?_-`SEccWuQBIXb6HCQxck@<KrNn)n6}9#N}FX_1R2@7E>Mfn&0<2vs4oV
zjSjLj9dxbyxKYLGI@=w5^a-Lkq}bjl>G-S`Ey}1GYDt9(@?@fBofsRyAvB>lkiHUp
z%@IabEYV6goWzOlR9tRIDP^`n$`krNfzU0sW`3S{(AG({y~x4rsFiXB3Ir5So+@Y@
zHob^vFXx^<DE-5HjUCXK^F)LtSrDad{IFYwjlL_cBTW?#*H_}YI}1LlL8Y;fm7P{B
z;;_n<@zG|u8N5|#4!AeW;;pd4IB&D@(h$X_*~KeY0wuB<eoB(Tl-{FRXwZfna1WX%
zuyB~Srl(3@<iw~&r-}MVS*T68kk}wddHSoq+-0`IOnyh?Oi~LLpvYXSVUBXD8=z5l
zD?%1OOtcWU=qS6w^S#J+#^QsFv1+rs`P)~UVsUYn>ESVPrR{a8Uj{-#dF;NiqgwI1
z8|=<HErZDxbC4R})gM-AlhD2xx5TmuzP=>t6Hbcqx6oLcwuUcgwKw*DhbCU?Kp*Sx
ztH9nt^w1fSY8~JE|1}W@i}uE5!o_UIacO<5coyUd%I=dqUZtM%BBNNkcmsZ4YFqln
z7~{gEDxhydti%w}j&;&`Z|+q0Y|GosLcFdOLBqc;kf3ZeeB%1*E3NBO-Ok2_@1fqD
zd)S<+4dU{8wkM><TZ5kCqAWOK9~T=aCTYq>AG_4ooX5G-H-a_#46>ElxzQ+;0nOv%
z<3_=J)c{q}@bq<>x}GU$(Uuj*<WwYu+va-%)E{`Yo*z#uykX%xo#+$p4>%7`6Nj?B
zk{33OUnz5RqzR^rn1wgyVF;}s?>ySQ2G`|EiLcB4poF;`HC&R!h}tb+oW>TF!1!GQ
zq2!dl`~D=kjkC~*x4^(x$BHuRlt=M;AEebAk)2d_Pol<$2#mB=U7t0>Q#d)0ovS%w
zE%l&gVP2om@z}G79-61jfS8^}vCUL8gF`*_c0~%VK(Srgt})Xn2rg~nPn4F;0nNPc
zQ7%f`F$`t_04O*(V*77d&E<Aj`vtDcK?R@`At%88-(NWwCWMqJXb7LCeE3eMA7`C6
zkq^SxErMNG3Rb|A_&*HWgLsp?x{*gk*VCFe0u_$>!}&~P2_dfliQdI)2~v>#IKct7
z#rxA=huu<PQve0C(HOeaw68|7xz&mUoGlH@xF?`f9&8#7ie~DQk<BU!`OXd19atqh
zEF4mQ+gBuaNNM-1yUk!6#_l^tZAx_ia8O_6kK!YnUR^#zSKpWmiwj!NhSc5SZHNe%
zDYac9(WKKMiZZ-<f@qiKyW-3@g|h#PaKDQ@y+KWgrQq`S46`DdN!+15Hq#@~-9k>|
zi1!grxoBPQ#u<*ectS(>W)WmF;RvJ+iRQ!(d2NO}c3*2Vwv{hmPW;Hc&7l8lHoj1C
zUJD&J;ocQ_GB}GcYnUyUf#~}a2C(#Qs&y{|N_F^M%r$W;ooD1%g~S=@9w>Dw+%Z}Z
zQ{23Ls$6!$;kI%NQV2~!9BMthbldUgRPt`H)k$(_`j^ESjRFVXBEIP&{x(FGN=^>#
zwg_Bj#&Gn+UMM}Is+h)*L3hfz%s~fD-f#0wU~D1n)c3-}PF;Ohaziv@OEJf><SGhZ
zF>_27rNk)#<7Z{LS_>-@J2@L-;T5=OL5{wapbEQ<)JYf?sv0Ep-(PBX5@=_Qk$rh|
z#p4}bd9%wIVXNbta=XPM6z6}VzU3JWsbMEz-Aed=Y#y@s10<KKTN|p%b?3ZzM2M6C
z1ng-IT{+(^-ufAspL$eqXjSYTiWY$vSCS*d5F=APZ@1Aj#pNsBjhE%afy9Q=iqIyH
z7JNNDE{VJ!y!d|(i2VHwd%UCeI{NnGQr&y};D@VZ>GPHYMJub6@ybC=c*p_SuVw7M
zE4Wa{sC+Ve2KgwB#kbb>lH?R98vTF4*0r7by=M^(>cO-XuoVe+x<K3=nv%DiXF-M>
z==|yYan&r{2hJ>Mynh*?l*5l}srn*5Bj3lJXb^eg6x``Vfb=-HrYI23sEjD>SW2r2
z#-IU8*h<+NR}u|HG^Jv^xTs>ydGK{397%OwwNW#5R3{7oTdm}TO%qhvx>|^Kp)`Sd
z;UIQ$<M!2Sw*a)f#=@&x&;4UgT-Jhy`jiMGg-H=>wIO0<Mz9#pct_K!J7R>AY?XX;
z%t?6^Ij+z~?`-om*cv#g4@@*G%3%m@TdnJv=tdaZ58c*@lp``CfcRI|K;>sXWDzj&
zqy~`CDix}&j@>DEoBqWk?0wUHFNJzB04!lqRR2H<PGU4zJ}52+MJ882`V^>IghfL8
z20U+oSh*z(-4pLA_~J;YCo~&ShzEA2A(N5ePP>o~3Nmw#CFbFq3(0q#v5aO7I!%Y+
zpH2x8o0sFr0~4}mO$JYu4KWwT&H*4K(cPoehuDDlV}^~2VX5-raPpMGi#AMi)@n{A
zx}H9WS)z_|YT6GII%so^r|%g>=dV62mz-L}7OW^Omk8F7`)>WI`46^L{^#(eL=WeK
zRx{OIMN|WTfJrId@gTPYD<hc1_dqgYz$n=W5$6jt|LTy9TH7zIj$U~(B43(cV0K3V
zr)t|Gr4%(ctDcR%{Fgb!QdhivH&qkd<W^Dgw=Q-`wUvPO%h0Dbe5dbzAB+{yFa)S?
zxFI3!&g2)dkfF}040m*%bkEUvelb;8kv1+eZt~n!)R5+?%Brl}%Kd6tU&C=KIN$-%
zq%Q=q-_hfLG^uK?@U+EdqfFY-DOoo#sS!-6nnTsVbA_wdLL$H_q&5k3VVNwo;#_0q
z+70zBN|)Ug`>S##^(m!Eafx#EE}1*)Iq_O1s13Y0n!v3u`E5GN70Ykx4lc^T=kD5L
zcFg~VR4roJ2Mt~zFBDHt!{7MT$9xqJj%R$_`M!`SNkY_wN<A~aCzE^5v?9J<M4qSi
zmE!{0MqxDVtf{TJ#$&zj&jqXa-v%=Q-rsNM0H2X1b$=(#9m2N~6*J@1N3F7>V6!Y(
zrYTn&E5;I>5z<EvZX1G!O|pTtPJIg_l!#19qE%`9nMd02ji6qzgPBR4Z~Ew{2h#ur
z8nxQO;4CxlXk)H3=sWKKEdM2D#6~s3G^PH%14kf?rk|<BK_Ak4$~U3Gi1XUj_Bu-6
zBQQtI`bG+!2Gf2luOFiW8Sc!vjGOgn#6SMT!B!UsUr7L6^D@ubQJxiIc-F)F{F7-H
zUAYw{FXz;6ibEo-nlduJfR7j*Vi8l?;e_IltHFfnP?*2Ko8Ovyj?S7pY4uD2fRgOD
z+<N?UzV}hIi6a_+t0J7}+tF_=y4wp2oV91FZcs!wy;=8MhF$njI+SSV!e2PI>^QvK
zym6njQ^AnGi@_)QTrG^^hm*S}isTq(G0C`sqTN0sH^+!H4FI&S5sEJ&{h0XL7Qh6z
zS;;JU5>#m&-kLO(^EJ3W!a&vua$)8MrdkU)W1g#Y3$Lcy10?|eK#*X>tqq4hO``c_
zg;uJY`Kd<9=5X&K6^u3ywOJls=vwpwgIj;H_N^7zNwN-QnNsLg86kL<JF+}s-qZfp
zdBW?TwR35iYQCN6=W4x;-*5ZKLd^O-<+L($?rQ#Q*y<eDie~2n*z}V|fUzRYvmz6d
zGI~2NE1#!S+FUF}bY$I|OhatTF{W=o56=_Nq-7_st4CZZ_Jy!H@TR01%pf6XeTk3y
z&9kbJ6GaOS_2T9bX1vrNn_q&8VhbbZHZ3^`LHUhQsUzosqZd|iIf>LP<7o;yCdma>
z4l8Qo+tC1Uuna@0zpDFH!ro;C?L@(oPwTA4Ia!2c+?QxI`;}i^xyd)_syAR%ubIxs
zA;*Gs+X#`L#bprqT0*<WZ2@+;_UHMDMU)r0dRq!8D{0}g7Ut4+VApk|eXZ#&x_E(Q
zy|%%Gw~J(z%NH8|W-79zv=bU-8MfxVMe;@7d+4>}^LDy@;E6F7fSgW=_As~_ZJEY5
zRUpX?48?l=FUK;9gqiORM66@q+~X(XcwZ#kmf0_{pi|%=#DObnr+sT&4y-qcds0q8
zy_{}(K)pj3o;G)|Jl~FQaVlhRBJzRt#6*8e4IKOfmH?CT@f^x~-6mpYfl}(+n^8R-
z=sIqy$(y&)+9B=%+lky<^D%iw<=oLSTzO#klQAVBhVmk7rxSCQJqTk`au{ef4&yl*
z&EWw$q!wB&6vUf@cD;}TWo}Kb`QM!anhmt3=YS0yLu#tII=6`l&Ys&9L8YJ`GCv$&
z^var$R(0z4)y+)52WLDkDMbrE%r^sV0t~Q#pb{AMMnMz~yHlN%3!M(Ex_s^KNP~?_
z#42$&a85ZlcHh!pZ&~W_=ElfKF_rt>!T>%@SaeOd5MZ22aSN8@u)H(@+`+$(awkNr
zb>&!{(CCd4@N=5Do~IHrJ`rqGWY>|=hkCTGk|jLXp8?JiOmRphcxD39UF2$gpeV<^
zH|DlBZ$3b|D_tNbiF`W`-9e_#FVlOaDOc}aca0Yh=oy8Z$!X;FTesGf^R4sJX-cq3
zj7`5vW?V3_sERp&>bC_-fJpAkry4UcW(CHeD<q)1F5(2|qQZJXUEtyJ789Oyy}eI&
zsxDN*yPawk{axrUy`DG{i#&o1_9*KK?)}rSDUl`(s*k}%+k)niQjnf{VLwO<1FGM~
zA7S^o*Z&1fzc+!9&!TbzU-cBvi?GjSlI*Zdqhr}oxM5?cTp=~m+~z-gHm1phS8D{0
z9Mr6prFB4iloP&%G2%!}d!cH&?xqf_5j96$J6;yJ&YtN^B+2?z@7+9m{M;1P$+kz5
z)+wOTDK&9R#s~2bSqBI6{Js&;@qin<R3}^K!YzPkJpMUI=iv>Ppnk+t95o0`5;~p#
zd0_yjfs^Za(JleDif<}n#Kq{T8^z6h&qwV;(xM(tuF$JnJ(1*^d#zX}G5a4-;IMb|
z6dtFNVjnvn%zzNq?Zv)#-Qk{5|F1+u^JC*jV)V8O3UlguZ@WK}hMqqn8J~@;1h6PM
z3F4RzXEw=(F{@SA|4Bo20pqyfj6~my-cMq_PdSvM5l{5$cU-Z1plM}&h?K46W7H;a
z5LBCHo+$Dt@$^BD<Yy6}zt<m?3_oZk<T2z+*7Qhvkt0x6`R)G}JjJO;QU2cSWD2F&
zPhT%#Ds{r{b~=ilW)#@I=P<+hiV&~lkgiFvixjJM)HSN{G<Ww8_&fZcE015a6T#ju
zk1~Hz3_C9lCHzTOaG(1ej3&vhR017{jZ|{4lKRH_G)-`w^~|l@UHhL?hZyttWjqUl
zNwBH{rli*7-FNHZ4=AqQZ`t}Djpam<bt`3APt^h`VN#O>kfUm(Ts99IcNzAyoaMt&
z_+BwXL6II>9Bm{`G?>-vRrcNsi0_0d^1NH^I!)?R`4VA7ncjd&W<N6cZxj(2jAAVS
zOfV}aP`v?m`QeKnlk>u(_K4ietg=7pZ}=MA*-yO)0!b0xi9be%sQOla==Ls=b{f!a
z$>g&i1Weu+Lmgy*MhXoG2@fy8CjCF07574aPQQt8sEl!<6d>k5D2mBA?L*FyZsCl#
zY|E)5$ai`}*{tU#I27Uc{A1-P;5iKctQs_CC3N`q)Ixmgu>zOhs?A`Sn`g5&*=ozx
zZVVZUz@Nj{*CWOMHn{6aDl?XT2@lMzBz}w1PQSxQ4$9OG172u-!%i_yF7mqlD|MEr
zbKB4_Zm)s^RIXjZ5>JWc;}ZM#@DW0UUxio-OxuCrF$5erLOYrpN*d6Z@bCB=tv)0D
zSBy#~^AqIX2h<+<6((x0gx|sG5e7eJ>Dv|NaoNXEL{99FKjc}>Ryhqhh!PpT%5<Ae
zs1GAhr&q2%;T&Hx{39raxhK_VQkDLhdF9OU*4U$2_ne|tg~ot0pKp`)pov3$X&+o9
z5-{UJlEq$$@Jg(y!c)t^GbPI5*ir13kCPi+>U1c2epV<JyF;I8M3RPl(yTo29M>#6
zs8;udG|SZBmeFbkw2EQ&E+``7;pYS2V;#Ilf^|#ZP-|c!Y%s4Eoz2wC9u+4G2-{X0
z4?JL+G~Upmaf7>z^3fKpd{LkweNA`Z*F)SVWO6}z>_gc!f&i1Bv#J#LmN_!sb;YlE
ziZy1iaJbGW9R3Aw(d>pw=)PvM_}wUrD#H+*``G*<sd4dL3WaJWxPD3jGHI8R0PR^G
zCPsCvAc!kIT@^Zt+-`WVcMF6Gytm3E;Du6;ed9`E2S~!o8a{30#bTnpzrzNkfh+I6
z0{snwylx<Ne3xV_V5o8@D*$r-tI23h35-?5E0si(%bhAf0Okz5x{NR1cHoO)6F3>;
zk|<#!jX_HqcE5l}6>BsW3VsTdVktWy!<Xdg11V$Y4<{h1V_Qf`L>c^7uPbERm}x1f
zbt1X+ZhIb7R|E}wgHe&aZ(0HClsSwcn8i|K^^GhDxOAniG|gi{&Q8f`@K7yBo_i^a
zO9E+AvDEVVQK5f|qKTRu&*;Yf%3&1M!TC)3igb>jLgI_c!z%OiWZvEA?#;Zk9Mm(o
z5gwUX5|``tdmJs0CS4lx+8~fp4_EUclF9O~TZ!>!u7xchK%R6mb}^~=<PKnKKd-9l
zhU-qGcnldg3ky;r-6xFIx1H5uxPMve_^!kywya>=d7crMi=4l5c&9u27R0lpm$_VQ
z@n=!DE=$YVw=MeAEDpz2&qWM!jm-A=R4t0Yl)dOrC3@-u(sitm^mW4^E5oRmyE5yF
zPp3M&FBvhUl|EV7$)c@ye+fT~0jnvS{LRP~Y%)fp#D3Z_`~aBtgC=KJxRnMhR~UP6
zcLH7Ea+x-$?&+H^<5scXPN1x+`QW&F&QAA=Ct7~;EPfrU!pCO_)EPyQcV|~%uwrRr
zm|Osog9`AS^+$RQadSlJaJUSV=NpN&E*=zT3lmNjKp5B(_uDxGU(mzVq&xu0!8eK%
zSJ94c`!vch=G(b;`&-}6_Fp+&nLjDQ($gmA$kRLZgCt{@#p&Fsk$w>OjzCD^to2oH
zEBd*>(2rjiOyNwJ4`T?Yt+y^eFZE}TB%zl{;pjygirOIGHAfy^hJ2G7MOW{eGJ!_x
z4PsVw=w|ixzLR58yVxo<Q};vt;J0>BUfWql?nyC0w+tUkM|!G`_&!1R&x>}b@4$PH
z35_waWpc$VwHWPWW-QiGI>Swch~3u1!=csFgW$)-0;z{i;g0Ujawqx(jAy4I%08y=
zF1VKtDAgt4`=s2(C;W-JTQbl<aB(sQ;_ao|s?~O(BCjkPd@4l)a`N{LAuFR++}{7^
zmTy%B@S2O4^+8eNvu<(4&H|+;9CLMgwQ@YOnkIor0Zbucw^?=eJsPLRV^s$L3K)hP
z=)1B)b2GY)i2doVi&-YOcMP^ewI8~snq!HHh`)Oydm7Abv+QdzNt|OP#1@~pdN>$S
z2lWBWYVPmp&&t0*ng8roZu6To)_KPF?V;JDWos%dt0C0Y^{IVIw-IN$WaYJ4Y>l%M
z0z5y%l_?<GtsvdbV|X1>&ju#2x(7-Q1}i@XH!P@+syN7mRxE)uG(agSgF>I%jOYBD
zk|DiE+r`ubClZ!+x+eIqDf>uC>Ay;V2&K7cIvIDJn*G+2B@CH8SgD!w=Par*jYqlH
zilO@|7YJcs^)GYA-ZZY!`qJe<FPk=xO$CF7ZM*F%uos;>B{1t*pi=TSTj~ZG#4hG9
zKR6H)3Go=dwaSaKcfNM@9sXHWPI@-6{~2g&VO}v~v%S;=;2L;~yF+@Rb(*brz4xlc
z@WXG~mUomb!5=x!8hvrr7>Oabnb)Z*_&6CwR;&&~PA>j^{UEgGz(t;c;46)Oe>7+h
zT#S?%Iw9o<gi%uXlOZ-&J*1v?n-NJw75Ir4^(~8=yjDKpo3_Q1_463c`E+4W{_f@v
z9A9Y;k|#bdHaD4kHr3tBh2aGP{i5b2pbw{dAx6WPe3@pPJ7a6l3kd6Sn?{wZ!>mKM
zW+ok=`tCBlG1#rJ`*)QS&<aB$X|X!#y%l#-12kpf^v|-(-W2_woF9G~Q=Wajittfz
z(NDo|sP@cpwE~KFj6MRfWdlzbAFy2T>AUJpt`oof4k>=+Y`wV&5E6kgLUy7F$2EgR
z7u<}g9(hNDoV$)}EUNO~7A`667o2YANn=<XW2DtFgw`WCvO26+p57LXoY7PX|IIMp
zmfg?dLK;nqUN&j_GoxSo@g6+r4Qm@0Jny5IarGJtn;j~g8sGNE=ou~E^rhl99EyQv
zHgpicsf9y=cY^ul3S{%Sn-m@P`bWnq#Qp<#>Yk9FsY)?l%uKJ9tDFqPnt1+cY7>NR
z%c%KzREI3Lu*smxgNOv{N_k9l3Db5Htj_vHbP03$KU|&DmMBoNWz)88+qP}nwr!gy
zZQHhO+qRwAw|n$`sQQT*vG$%Z7qa0joY1u#6c{ZMT`8fv^W|)W9+8^N>4%Ht`!&k0
z`St>nYjM#*78*PIw1nuEPo8hNP*cYmiU|?fZ=&s`)O5`Y2AxN}KDD5yKK<Fl^|!>~
zvBgV*#bR)|>nYdj7)ME0LT{O1?)i21FK{v_A~WMl7(g!1!3~$^r()%O*4;3v1-Tu)
z^W2$_WvEbZOMcSMvr`unbD`)GN3UaV*3mgmam><lzTJ-~pR3D;BshIw>J|jDOV1DA
zImQrL+tR1EKJ!dW@jyJ8tA#v&IGl?>p%UaLz>soSn85px(NH5+*z=;Y^U}>%hIMC7
z5uRWZ#oX5ny8@oJ1_WtJJ~&bX)2CBnV|>%LW(sZZ@=`<OTNUBeg&ep1Bb!t+2;`;>
z<<&$b{U+{WKL<Z2Z+J5yxtJtA)E(;L$KGcUaXtGk<$AX!;-j_6EnS1IkmVtg%{QrB
zrWHpkN#-48lrS2}JXCLG>fc0%N@N{*nK34V>T>jXN3`z#&b1Xd&TSy-S|7T6<!Ava
zss<u}6h35f=;YH$HJm457kfnNfBgcp63pI83U51Bq^3Z4K|O)uU3@z~iDj{yaxO1Q
zhPaQD(A}<=m!#+LP-8RxQWL{xQdTjG9Ryf44wv@hC!=@E<QXT&MNBejox-XSop*zW
z7_P))J*dcO$zN@IVQDwBCb2*wn(H-Ip0J%{t4BGrZI{cg8)g#JgH>AjisXn{wGJ8l
zp1NIVC<j!rfz8t)V?zF?r;=*in)HU`utBSl(Ib?_n~Z)U!U!EoJ{(fnKVv5t(q+l+
z9vm_l<n}i(MVn)aroBUOoJE$^HCJbHeoV3UEK=UkHo3{j<5*k@F<3UoiiM&ROO*Au
zpDay*7x$Ytm5nz5(T0jpoEKbe2+zIr0}k;ggGy)cDv2n|W%^)cMpfNFHFxvHJ%^e=
zhjSP<7cmrQ?j!7x<a#(0X3drTn^()8!pJ#og`u@3a1uL?Jw1qQVeN+UVpDUkb6U-q
z62JnBp2g~hTrO@ZgK{~m*7UA+jksp*BplI^Li)dQ6W*737j3j8TpJJ<HVA~q6~C&7
zw1YC;&gSSIs^gXRgrCD)hbWJj_4B#<ag^0S%5FbbaUzV+2o(Hi)SQsNH{>YREwp*J
zO#8t3PG?~#bP|O$!=|kfYA<DK$0b6)lxmEHdaX`(v*1OW%+==Dp(|2{MfE5|7rdt_
zkm3}>4;C<27`|+NGh2R}BXkC(*ULk^umxY?qALqX?Of3}f(hRrBb_d_JgsXFd8;7V
z2l>=F6*J(#?Kj)B7g^Ps$UZ(eXVn4SR^nTErtF7H6)g*nLt%waV&uq$J}{;U7@%T?
z648O&khv%-dVzr11X-6&-=-pAMC<Hm*X%v11>-Nvr|bM{b`mF?RK6|Qbhrs>gM%g|
z&Qvpt6;ElIw+?E*nuYoV4^WeA&^?#KbG21$2eIp1X3flpQSk>597gd!QaG=OpGC6O
z=`khvb(C83WQznWr{Zf=u>%PMlG)O{1fS$CW9oKIN+g~Zx&$S8JA47nVV9?9EV6s{
zQ1<VaHbyTbHQyqw+&tZ^p-XCrIC2Z8T6*502OtG*f^!Zbigft1U>p|~e3?g)NOs!g
zlUw?yyb&%s<pwz7kRTmhyX2qF>vJCIhT=<kyxxgy|M~Zq-0L3`ueZWw4osvEv+o_C
zSb6gZoktl*b?k}<XAq_GPvL3xoTPzeXiY9d-#MY%8t<m5&Elwgoj3D(oq^A6*J5fH
ze?o|kWB<n2*y58n_cnwRh^i&Aj-p9ma)6J<K+WfXq<vJ)*Nm<+O?OA{oUaXgmWZ6V
zuq5l<bw(qV{A9_!9EUB>@NtMfxRj7>j)OjWT9I2uM04F*Jk>}G`bdgzATaPpu@nr^
zoD3@p$I^>C^t!(777C-bt}UujAAdu9#S<_mI|{Sc8(MthW_;v+R1w7tXv-#VhLf{(
z^ePTdxNu4j{gj~8{=&Fdy}cY<*FDhC)nKCLLB0qn=#5HFMXrFjyQ`2QdK`ww=U{g)
zBj1xrRh<(Z$%>+`z45z=2_qFBbEChAQ#A4#NYD>c25q#sRmz*5#c>q6@<#-)jj{}D
z8`zddV?wfiz(H2|bu{-yL=wVj!E5ZFG7^jg)AU~Ha|YBiTiF$!I?fy8IhI+vQF~d)
z$GsbY9*5P+2^BWQ3Y|9Pg3AdYkM>#-tFAUhP+sY<nuXT)i4qD<qz7nx0u}J!Ja;G7
z$9dpJhClUO&m#?yo1k>sC?m3u@w5SjMxtN1r?_Ga4y*+wZ%#o(gNVJ|Bebge4!As0
z_}ve%&IK)^dgPxc2LJkW$DcQMEAPz|TV^pizdxSu<08S6rl)imP;>3Eb<H$gdE~W*
zH7pz`4oF&tY(id#_hmPyK+J1KNwo{QgPFb{agYp5Hg3i^Z8AL_>VIO}1G-1RD|Edh
zKVAlNP!^eK0EP2>a@fD)g3r|W+Xo}7ZDrPAMH1grwiJ3*;sk$Kf_6{${Z>5n2bv*^
z^&;Kf0l&CcN9p&d+l3X<TG3O>CH;xTW-|mtUD<??W$QsMxBO!<*}x4dWJuE6qYgC}
zUxiKJQ`haV<DIe-4~%i1a_iaR0=eSRTBW`&vn{E(R9|HGXw(&%UTvP8Ao&@i2rJH6
zH)NFRq?83&Q00?(0Y4?u9LBHLCt+4p;7kf^+u;r@r$LGWIm&`g+Rm?s6qMgmh|ryD
zmS?<;Y9yC^hth&SS0Fo#ClfB`e~p7gyLexj;Vwt8n(Aiu>?h6nFO>vgXG@~o$3F}M
zDAa8uz#{){2{o~9-HB;=S-vg<HZK^4JfdERRMHh7ug$^He&k_wKXC;cLAGB|z-)8F
zZU!zk*Uaj>17eNx99^z>x<?-<<8_-^+O8Fm0>al3y~LsEeK`JrNM^Q&(%IE!Vb#kE
z_=Xii6jp(=?4nCR4SooKb)QRk=?73@9J^|T7nYie32?dBx)fM5IP!$-<T~f<UFI1m
zQY5tsSgMgo2=2K^<bppMq&n^}S5qv&$I%r>2=S%WZ(z*s*$wqI<ZLhsCobCuEy|13
z-7qM;4}ammig39yOv=iC$d){X%&N6XRr?=5EtyEZ<fT9Mwj>>ZJo$~~9F{o_TZn)S
zcIJwNgP*6W6m8JRZvNf4|ENZ;wB(hCM^<7?TLHu%D6(!N;&SAqEMME{XDm9^Ysc!0
zfnK1AY~fYdg#BoiGI7<|V04PTO{ZDB5dl`n`<8lkbf%40RF_qI@kd$4ST4jo>{Oja
z+{1>+|H6aq=-l{9Zz#gJx2v*z6~po0BaZ>|Fzmyl)3{IqVapXH7G%;uB*=?HA)8aO
zq5{lWXJ&-?H2`=N=bJ_`rMlWtQwknZ_t}rIb=mMx8yZ2_l&N(B+&#YLI=`d76vBi5
zHMBH*PsnEw?psUIt=nN;uMo}6k$GuJxTJ;`M}sT5*d&1+?s11c<|_OP5uxni);`D6
z-|urwFzgaruI&KcPkzLIam?k~n8-KRY?){T(|$5#L~Z6EGF3Dol0qm4ejs*Jy*hHl
zf4<0O^vqj5%=$X&&GElL7JW!!Z-QN-A@byS5vw2fXjXiH^u7Q{!2)K~HLM>lGH)?t
z&OE(l(s}}+6ipP{ZN!O{CZJ9bx|!&iXZ`tI0@q=(aQ+O{Zjff!D`vRfwMa<iSiMr-
zxVZ}V%yJ~tr9v(Y#h~Zp84P}0cLWUg(hqD5GFC&VIoZ;OvcgKAniD3I{j~?n%YwRZ
zRfSoIqVE}N<4$x4mJAUEP;pT8Chl0f!(Z2KEa=ARqqXld=`;~rX)k|GU^I8}DctRW
z3;RiAUdF;-gAMIG+6s;FlvyQ@MyUa>$n@v4;i!UPtwxAwvKzAD);N<BEp_+&o+z(s
zmmjN4St`D4=mN;t_|IF+(^9$>w#v;KLs$gx!D@??d!Cr1#j*Ouxt}J0UeQWt4df9x
zb1oJ^oyS1iFCdiSNd_W6{j`C|vHoj!HbR{Skw(db@8?p}R1I0;0kMBOUP8iKK&hO-
z-v#j00BAv2htWED#i7A_H5DT97&T(zIpZSuoh?0n76WX_*RqKOU(ZV?%Vy_9HhvTJ
zjl<NvTA+_`sU#V~m$P9IWd3(E((YS0r@A$|4O-5vV{SxS*rT@H5@%3pNp7`}K}{@;
zRe$7d&Jeg}5;_&k1u2;VU~DVSGH{Ugc)C}4eCE4MuFme4udz2@tJQ>5!E;o6G(OOC
zn2}m1*&71QR?7VOxir5_o}OMCTP4eEKq$EB5{GvS;r}x^CL=;&tml8(9b(nFWX#N_
zu!ih^KzUn$-MM(cJhfD#m?tZWQqWLZv7~rQ;Hu5CB+zw_;rX!@EPo$`=@H1c!KVJx
z3f3yG`YLhT16@#n$H~K`*$?U%jx-KRI=Z<F@nclzgEKBR4;ty%MH5hivEUhUOl#9>
zv)U))CZd37P|`!Jen58NtY$Z3hU?pKO-JN!mt)a5MU(f0^l)4B+oHSCK^wDgKJrOR
zs;Oyt#YCFb4J38PYtqfXcx8PMis&V<-*|@-ypbIc06%CEnOOPS+lfU?QLYjoiuqDe
z?E+s{a1sB~s^ZT%B`LvSBkBDT#oVF<wWOy=um#S+KP&R5HBWc}uVyS0EFR<aL)yo5
zjQ-9K1f$-Ko`)&m!D~c<Cz`llXVq1&LZ$O#2lFvd<f^e{vih2mA$xfbob|;}8{sVj
zXc{L+LF5v3c^pS;=SAnN6d>k{K(i4GF%{g!kB3fMnl4S@<6e;@e5CgvRmzRzEE`PO
zv>{mTFXj<g-E9+yD`=Hs`x-{#*8w%}9vRu@8N7#!bK?X)b(taW23}(Fz5jrnTSB$R
zo7@0d>I*|2E~@(S{m$8V*E$$j#|zV*t^!kQe~5W+k@N&UjPPIF&LFHx_Y(JA*9ZVC
z8NHM+)4n7luN`8egyzbW>{`2~Js4+Ilhq*Srwti&coL$XItyl`F}e7TOy)Qn%=l(`
zr{-U>5ksU*)&nJ^r@)*apA!CpyKix!aUkbUB<I6(&vym1yEwC_C`g}=!-1YOv|9$w
zhq16JK!i>5Q^q#iqeBB}8TC!3-<w*F@s>dk7>=Vv!;xL35(lAu&yn|6>AVA9j`e?W
zr=jYB%kElWLYf}29-g*K+z)`VDgV{vLNp`ek{I5yv<N6%mxY91iqx!CA8+byE6_5K
z^`VaLxE<qG{@e`8&QwelBYrjrDR;t@Mo4hh8yhcKwWN>Q48&c1S(#f;VEST#r8HB4
z7b34f7#XGLpy)V|_Leba9;k_3cxUx}T}(U<dY>R-;WvY@&Iy-T626@m)Y=P8o4C7K
zoJ<AlHa3w1zF@;`7X)CtW|R3vLmAsW`aK<HkAl)vQ>E+rd>{t)3P_sNu;MQ$&jH6`
zpGt#xd8|@#s1$TS4TKHt$p24@XZ?!InPPMLkVDBKf=hZ>kJ~N!il2(PlwYe{jI8ez
z)E{f_$~1mjIb^4rSelD+{mvxe0o?^w=%zBWONQ^$4uS!LS6p>7E@alp0>4i0G<4*>
zFkQI~%w;nQHR;N1sO>^W1_cAgdw2V15IkLNsOU+8@uoG?0G;l4iS-YCd#(Lq*g{V>
z(dhs!YM#A$W`Sq`6><z+h6aVc5yZbgueWgwLvf-J_DKQt6SGu7I>2x5_Qusby{>yj
zga}c~)k3)BrrmJdzLd89cgN@Gd-Yof2{A$EjKFz~!=vgIfuW_snP+1N3j8P^nZ%M<
z_?;I++(6as<Wzt#tvm(~k@{jriX#sq3FuxUKhgqo749r33!qp{HZ$9<QC(ZBH?{D_
zzyl{V-p-D_;U%=$6~+_<OP7u%yO~UsxUw&=tiDf!*n&pCgmKHrBY~h{T8h$GAfovy
zU{h!OsxK#oH|Ri49#QXL>PGekuA{^Q6xcTjNx1A+OfZV#u)|{r<|AY4yf5d$04U+D
zoPvFqXs)S#VrZWqnIH1!i}khoyj)~8SOXYfnoOm{!grgeop_`>{y=xGtkfa^;&6fs
znq*7l%et+%LGm<8s_O@q#}|jNo0M@JnN4XPxz|x|R_=~>Hf=F*t9fFkd=4;xH&k%R
zav8HlY+Ama;8;J!-g}U#T@d$_6ZBF&;dhK~atMa?2R$HI@*ePs|0WgKL3h<hPD&n7
z<}9hX-UrK*Gc|b)>-M&45DFY-bmw0JKWD575{0QXjydb&aRLvOHGo7!#nHmUnXO48
zSP<|OwD2*?9O)$J(2C`3gky7N9rdr@XiL-u7IBg1XFXxf3SH}vyG8v;wD&&!Cr8|z
zmrU0b-k|TXXVUK=sCx<5R1?kZV^nA?ZVd_+2ejI!`jLv>HI?6=)5Ve5AguyP<K=GJ
zkk);vSa^-2{z?K%2Iqc?HV5tsp(CH?97ybURBht*kNL2%2pI<%TH4ibB?>IiM7kl`
z4)nKRo|CZTmh|-Nc9=98uc*)Za%@<Od|Z2k3n}qTb|6+bt+#MWS<7l8Z+;dvO<6b+
z&lnJh2UBsY9~ymV3kAV)B-&{~UPt;1M!svcKfM0-o{a^|Oy#_m_1r(hY7OhmD+Oyg
z=5y>E(CK4L43|n`Oy2`~SOFly0jiw1vceWuf#;r}@f)fb#3j=kP!v?HspiUmRSGzh
zDpC&l<myKoW)pUU#QkyL3}hUN*QaJbgqXxQXkgqKYh#oz&@jWQNT8mhV$+bLSAE$j
zbmRL04MU3fV<uxFq3mbuR2Q)p7yoIY2&k6t)LrI^C{zpC1dJ<4ws`5i-jx03UA6!F
z048$)MnJj0>#g>iP}`wzu0C>vq)heD?qTf+o!8S9r>FWaHTW=wir`Hv@rdI$$xTc7
z6jAjnR8Eu1w0VH*sC)`EP3fV=Vr)EH!}NbKz>X3zL+dL^InmwYQ?vbny!`(Bj*IwD
z;#Z}^=zIDx)I%kcH5Q$|60F4hxC7dX`!e=@c-(Hukav}<+lOWsg6!Wr5fQXAk1G5=
zx$M?ko)P)|Cpm2vTnKTx5Qc+uc+Ob#KAn!3iz4mKFp`pBaM)UU1Fi`YdW<TvS)h%f
z{?K-rHK6BqYg`9u&QaldbcqK1Mufx(-f{^FC&(3_zqCd6+Y5e&xdmTX%%h~o5zccN
z={V+jP&;-uya~^(nlnwn&VJDU0G}f@zw?^79qrIw<L8n~1TW#|!FlO-f$1dV2PXrx
z;-<l-?*84kW5m@?&r($C?e+pugfjy{iAEIoulA|j@*t&LpXq-&XOk$U5Q+p2a5r7G
z%^9mtS3P0jw)yQsws1H*l2oy9dMgtb90~<FuUDc`Ag{N;Wv$r7$ggrK;mHO3(<6*b
zeaJuKvc0gBP`pYO9C6iHurPP|hlzdRdP<ZGc|rJIEung_Z&TMV0nK6TS0q{I=Sb)M
zR-{_v6=J2MAj0)`iApMzo^`dH7xMc&I2ZiNKC!&dSs-O6-cMqk&(uUdLn6@rBI&VS
zw}-8;$a@17H92~I$=^zLWjKY(khSPHkR8i7!JM51&#|iim~ASZ)P#7RZrRIdqgs(s
zdPM~~mehk6?X^br!9+9Ch5}xPuTrX^X*X3sD8OH=H~8i`=vX-5ZQ9n(<xuGiN4FtQ
zW^MFhs8^VvJww3P$&Ffu2=QO`n^DYPIWpX?l*DIIMEOS3Lynid@I)bo>yXxhxEM$<
zLqShKPe86fR-Tf{S+x}gQ&djluikab^Wed_+BTIYA1%%$IiPsf;Odx6%E1yCM$_Xd
z$xW-v+Ek??M7U-`MesU*iGUW)HnjuNFt23+^FvOgm$nig7D4?XWAOE2&Oiw1nOZW6
z`D&2OZwD2N#_v2h08t)G*b^t3w8OiH$$u~MmRoan>&H4r?Qzfh$k<&%w;iexgjV3A
zbRw-JiKLf|_>z>0eKN|lc(&cNqeyhccy#$lP0Xkd$?F-+`E4>WIljlT=I$H7+90$m
z2k3)l`W-g0THA+uPs*d{KmV!SAkklZkFh}4HW0-Gfdy5-WDh;W8<DVt{bYX}5w8XR
ze`QB4S&CpXDhTJe7aK+)NDWRRj8`ipZkHFf>~6GWi-So+FGC4hEm(V<i(QS-q>wM!
z$v8A^-$)Fq+#+2-#D0%|cvSJyZJTbDgx_<7I2zY?GbU4S|Lh|+rLj%uoK!26lVWE|
zX6sL`^NBcXRJ;a%>d>fn4$lF_YVePhHPvBgEipLGrTVP{jnQhwE6HcH@U1h>w~8Q7
z**?#(suCf;)iz->k+4pbqv#{mMInjPhDXGdfnHZivZuE6vE%89_HxB%2MIrayj>`|
zemMqXw!4a&Wg*rj3TDcm$KX;?J{fz72b97@Zpq#~byI%@27)U2v%6`I4o^CM)RmAL
zRgC|Q@$k_#cto6z<DA>G*AgS!V?ud*A6N6mnnhKa%k8k0XutR)`yJ&guIx?}g2>;R
z48-4YV`p8!8Ier+CHlkNVEZfD8J@EqT)=Kq;5Hen&^~FnOodxTv&&D}DpbgVf066Z
z?C^_=B#|9~;vW(sDi7b}&4Z`ao}gvb3ig3UCNo7&6IJxSRjZWHbz6j1fu=-r(n@Hv
z3H%=RCX*ukTI_~rXv7_#R+;T&H8j7m*tdzzU+OwhzCb34$PSh^#|E)lo(VWOnZKW}
znUP?hykz2g;^8V|vf(%%n0_YWeZ;8BX)l{v*%#9@AXK5iLAS>k2*EL8e20r2L^&Yy
zJ^z=sZ)mL?U+nEU@GBU}ZD^PD$H%H&JIPF{BD*D5sJEzXk`#hfNA(>x7VHN8%e71h
zwhMw>H8R~d0-+-b9uAyL)f;)zQ=7O>t<Df=%V$betT_B>&1rW&$@<(o-mo&t;SXMM
zaLdb>Cp14r(gqA=0qjL3ExzA2^wv5FC}h6_wbPN~#qQC0WS{cBEA(2`bg^MJU)vs$
zTYhW!JeC}C<5M4tmdBn`Jja|KwW|!IUB=!9_R;aFLsQrVFGU(IZ%wY5_|eTtd{ZR3
z44s?a3ec^>)_X3HL!3ZE{6djPDE*%?Dz;8riqs_FB9+zcCy0XS|933QXgk2r1Wzmw
zh!~}VZ|ed@{hr}Y9uZ>`r+43%h~kbcqQ3_u4d-BK?DxEr<0SyJ7IhXEeiQS<SOrtP
zoeP~lcJ3Hv?Za_WN-!p5`=;D2XnTxslZAPe#x2Umo4iW9FNLoFac;bO*KpQaC4=#;
zxK;ft{o?*I^8{gC`+ErYGP7)Y$M$u*<!i^0m~RU>#MvT%yZ0{3;ehXNBeJ|prJJiE
zk8bZ3Rtrc-`9idojY2?!{Q`Qy3IAXALSn-m^PiiQDdjo3QFr0o%5C;r)+pDECv)%6
z%J<B#{s97^Lj4lH@4Xo^>ji^`1F|msRj8rQ0!QRjv{4ex7;vXP#Hnu`PwWC9!Pz1H
zzo)|CxoWaNCN(q3591Cla`T4jkh{<^C6-wXZE8IK-&xXvV6I)Kn#-PVL1YQs#jkIQ
z5NCPM-?Wj6y%%=pn4qEgSRXMXHd<Wnw9ta~zq8I7Cq1lSuv=2jLmC?G2<+1_;Cp|_
z2dDb!SN?aMfbNhW$-4$%PX}}3xR1+nV;yRQ-B<CK!*&=ZF*w=~LBMX_+*bw3s^;sb
z7StQ0ruMmGuuPX$>kL}re>s?lQ~i<)kHAs&m+c?6<G#i$wx$u&b%j!l8VexRP6SOE
zBz;~;4G5PmPC!TAN16jidN&&-Z+Bd^?@cb{IMvZf;vl}e%rSHmmaExU2CD?<7*u^q
z^!iAX#5>=WGtZLJT0STk#lOHl2$HUQGbOAKVlwKEi>Dh&{a4v)uG0>T&el|dxl^l1
z4l?@NHUZ?yD<!0_^NXVWIqTFud7hi(x#UE(MYLY42{I5?n_9pIF3`-NX|%kVgEtgW
za8Sl*xwu3eeKdYLt{fk2|3nVT^2eqcS3Y|mf>>6*71~=-07r@`39UJ;+Kzx}o4TFI
z2YFlz!n>eaYmg?>FllI1MZ+{)@e@Hj%3k`gwm_=?sOG4}vx)Ca2tjE0yEetRG}w~T
z-`>BEmDTD-F*i=TA&eSOmTeCGo!BtjiPzX6g9T=Y@8x9hKfeWzVWHcVZLK0N%Qb7&
z#eyMmUd>BJ+u{4WGXaq6_%LwTiKXyNZFxw1fs~knf1y`W8mD8F2xaXNhH^{br|f42
z6w9n@^)`kpc&Ecv4M?4ztKb}S3Z+HBZ6I$yxdL=@ht1dtKpESoH04rkg-)lxObfS`
zw}<)yjP0G`>Ouz2&Ar^kNdEWT>Eab-aI5Gg3pMdr6<pQzd~ybk>Gu~A>z@<6MQPFz
z3=gyKM<cZotBw=*>9}xTqX@6<n6oAe+927|johJosxFd9Xaj)n&rBSg(vD(q1j0Tb
zh9pW}$iF+7#LzZO>+Jw~Ja$h5`x=`7KXmZAF0-V=dmH@Z5DyE(&9<ZJ=X%Ao0G+~b
zEz!wc6#N+?=c|-n*96kKgrDt4vHr5%>M*Vym2NX?$3HN(%fj|Kp%@-wH!zTQR;y+u
zRhtHeZe3*7?rHAbl6hStrcDDOoY@|o<FG^D4|M3;3moj|yL^ugjyD=i2@uYJf$*#I
zyS+-+4(aR4DFv}r)<&~^b$u4pdwUCli72X;J027^NK5=z`NKkm-`padlIpJGblmw<
zf{Lf!#`!R3Oi)HSR+^|6ieRHO;?t3IC~LcO_Sf4E_11fq<~0&F=#Il>FWQ~ei4H|=
z$(%|~aRZAX+ND#${*sH)q!iUu6ekaX5L1^=HA-FI)o6Vqj4gcpyEX}|kDVbucRbbn
zUzIoXxFq)RtTDd<fgzW=1^fYm*{&xQq<<pat>6w2Q}oF&8%`|P17wb+-SdzBy{6Vb
zy8nt*nDvg@knZSJ3LdUt!U@ynKFM4QJ3)FSv;=|u{}p7kojWm&ALiWZX3|)Rqi5_*
zi&2k3Cl}Mq-Nb-g5%}llJCN^zMY3~d58C8?x0-R8!HP2Fkz_|GY?8eRr?vYOcfA=4
zN3g-)A+N9q+4Qup1efZsO9_w2Y|JwI#uqm;zr=`aS+Ev#Oih7a`v@TEW?N1P5tY5f
zndg3_Q)zcBmsZu)*E0&qEQ9kk9bwoRma#GCh(o@tyx%vCR&Mg}^Qr{${6)L*=*N0J
zfLxbJm7Qh7kTVKO>g?#jb0@3W{TaJqh!*l*_)2Ds2Co54z0TchFr)c^d3X`OWZHJ7
z9TklKnS%*bK2kj5Z>U!*`k43F!mOI(jxC9w)(r4FY7E5e5_u+`B&;tor`p7l_%#BV
z`>?Cbfi+IUBJ`kxw+n~i<8R-E&ZINhZqISj5<g6o4>K_AEPn0QiL9NLAj}0UXV9S4
zXK#=evhcaY5Pvv}%W;u3H1A`-(rg-`fT^sB+gTke{~U?enE3}iGhNnSj^e`!=J{Ph
zL=fhBYQ_C26wU66Q0tK-P`o_Ooki7lPQtlU;wo09>dR5>^$Mwbh=vuQRGAEba)LFc
zm^Dj_gtO(CJfeVp#3+xO{`puE8jt;=2g>J`91~HMf911yyc;NG7pXN#EJdxxjz$7a
zX5j5`vv3SR)K?#MJQ{X0`(UU3!v^m_GEC^S$`u4;UB=tONc5CTm{@0|o`NN4NKgE5
zzUlm{^mZvSNL#M$K5wJ79fWs_HWfD!c3nR6u2mo6TxIB3AhzZ96ih(BOZu*{wZ?=$
z$D!ep>FXvDq-yJ}1F<_mk|pl~9YE84q{MY)V}muKJr{f?P^_oeB>;JR)tYSi0F^rg
zVxGQA$vZihTiN7zWWlT<b$pd<FD$!VC9bUz_o7kq#pB>lg0F3)PxmtfYGW61{L;lW
z_1vpfWl>VaLvPwN_UXM=n++4gnp^1$M_pGXa#2f*(&sY*J|h??&IQgMs8}IKZGzM5
z!d`ExGHo(5j#pUMXDrhjDw2g}9H+cN64u~T4<R0fLF|SM4qqHFLzC`3demca)X4fs
z_^Sbw*Zb-g(ozM2o`~gr|09X9W!WAMx7L=2yzP))wDd{62@LhU2F7bpg^NP=m(0ww
z{;`o6JGb{q(Td0Nk@#()8-wj||FB`oikMASJtSF(A)+^f>oBZEAX8|hQW^8}L!fN`
zs>_)xN=(Qx!B+&SR`+y(>YLnUfT)M61NU2O{-J%r3a)vHlC+P|>FaxlaDO;}O+dIp
z+q6AG7h_O7&-RB_kGnlss|l@`az}*`AB=(oL(UX={%JjHBAesE<Rag>kmq<kh}t^#
zw`xUlV}E$K#@xyzJ>4@D8=n4O_?VQE1fnrTk&J0rP8)m-7^|z}Y!XSIF|(wM6O{!e
ziz%lnlxlH~GX>wAJPGPX_$I+{;ZBL<$Fjdxq2q$o8N4zlrx##L12fOJACZUqk|br2
z?@+Ff#1Q2fm<oD9I@JPvcb(twcCS?aPT0Z}N*?~@<7y0B@!-}_@>QM$%t6G<7rZ|d
zUT<R_eEB~0=oSLAq<&G_1^(BbuF9{t0xjj$_%GFZ|0;4LtP8wn2`qdfK@fe09*65o
z)n{5Y{DjIA<rbtm1mYyaRJ=|rbOJGr=|ZPN;OmZi@~49CRUc`3E0mb6)x>^|-snd&
zv7)gm+x<;W^8{da>knZy3d84d-PPKOlku<e6GHd(MAy<22?SjsPHp7b^>o+eZXA9@
z<hF8=ht{_Ynba?b23#h{^ya03m~`GD><%}MW*T7}SI9f;y~(v)Xeu5N&GWt`7tsIS
zSTnAgKE&9@<fiR*0&?fZY8)&S#*LbzOx6RAWJ@B5#jz&tr$01NGNVovXkg6~CYHm<
zakk;#^1!??W<HvMK?p~Gssl<CJZ#w#fgw%B=J7BHYzLfvSp5wD+u1%yq;7D^bbRwV
z@>M0hX{f@3<p#Po$)jDl1@i|F6cb2onogNSiFa3dIhMZLgm02TsY9BAEWEPWO<Ael
z?T7(Na)kGJ6bd$~bTtL+8i{-92g{J5;6L+Bpo5`4ZrH)vLbq)?z3#=)3YK>WqtVjF
zMX+Otjs(EPrP8-6>Blrc`eyE~cZKiT#f_%Kg#i#FhbFX4`LO8wlc1SG06^S8p7eX{
zd}UDa4G<Zi!?mc{i}my%D30i*Ct<kRutq=V`}miy*+QPOmwjeGXflR)_`i?h#r8|-
zA)|8u^;AoVMMmrhCf-k!)K0ko6H8)TBUV$7NK??F+SQ*VHI%dy#b<dmjY0@-JHRf4
zGQpRyBJY%ba%jm)?n|=WKDylpP%1SE9VrrzUy29w&+l~y(J;X-M}WG?D~yd>Q>dia
zvr0L+oW9S3p8=|h*)FhqgNCvL^i_?^RV4%#hBG<gx#8?`pNr%{gH>x33wdQdEW=;6
zzqmDp*&3xoULlp378T}97$YtUvHeoN&Wh(HRAq8@4h)s~Gv)cv5R&*NKva_7*XPar
z=cM~ReZxYj-OFzmE<kMgzjmiKBAB~_Q`%Mh>XOCE)Lwc(6E`Sn_rNH_n#8DUcV7)n
ze_%ltu!&98*`0?LAR6BTib4U=@V3H~r>Sq1!4H<kmjYyKiEOkEMzL$R5~9W68j(}U
zMUQ~+aS7J*<0)uraNfHQcN{`=Ymc;XBk(#QuHTGCWx-n7w30eLt*fT;oRpM~>Lm7#
z#&7{m@?}ZsckTH5(63w>Z`H7qpfi@ojxbbEnRvYgnb|V7ntO<lW&@0jWluVB*QT2N
zSe=63!0RbH&Y~@Wru-%(k3ZlGwSH9oDkL+yG`W#_MWC4VUrHAfw23yPf0Do^{~8>j
zfpV>|v>9<LAt%B~5Th<qdT!?{HN8>Lb!}G_J@t4{P*o1Nq1OW_1{0Lq$f-}1$68hW
zA~ZQ;8prAAcV=^m`u9~Z=XK)4+wn0p0d@G;uU;UMIXS1mOC8_zH-^<Q5%!>K&=Q|F
z8%0AnX(`0x^nCU)(sU(0IOld*I^Di0!|(eoK0cgvDnayD$qs-|nSJte*k^(<Ir4QH
z>FUrz{ipvSqTI2+QJuN<GAT{7pyH3+!CmZGiibmG!rx$s3`C+t2?u15k;Ckg#Vmq&
z?#uSC(vp`Q#IrQdtATg^-xGSBd@Y?Ylo<<n2zRSO5vF4@^|>1!2Vea-x@HZf;Y52g
zQwJ2)^%I<K(6Rk|-SWhjm+9j}L(Z?idGy$=91+`yF2tu}r&D;1#JG>1>b}VWkd$e7
z(z$RAf{>i6LF!6iOX|7^Fx8}N3yaxPxq6j%W_{IZeoR6gL$d$pVxQ){lowvb_ZWPJ
z6YH9wtgok8SAn-u52i#|c4f{MG{i*Qb)ey5616LW2)Oe`3F(~l`82_!|E?Kj^UuT$
z%j59QA5-(b2_6gbl-aHHXL|JLwhY=xblwf(_cU)WtMh)m2qdus;Tg!v>%t_ZN*5m4
zbaw|BD8&j{)+&#FJ~<siWB32Vu~`)w0743+!4iRuGxaoODf=rK#o6^L?jzXB0Ex`@
ziC6MG#;G>2@cc^cW~jYFei1(s-5A$}vp9;Y>R+XAJasLq3!LZ_30|b4J81a{khCF3
zQYJM#%LkzMhAO%R8@wG(PsN%C?v3+mPYmvIlp9v8(yiLwiKL{Fh*WXRN=&mWUE?rS
zR~UFWM7Zn_o)7=JwL1Oqm4o&G{tfEfJ)=@)jNV>)v4)gz4I2|uxz0fAGP#b<E0K#_
z$<8?kirQ^T1i>;Cn*iq^J;fF6>0Uy=?i=xbJ4>6eP2$<(v`uBXkbf14JLK9pc^mb>
z$418O^uwR2p;fAEMM<?tjEvZ}I$|D9tj<Zz18*Q8@Ry&Ujs<A}HJkO<@}f2!;X;$<
ztzFcgH8g7|+;ABh<0Zph#{O{=@W_CdJ+odsQn{A5N*<*prP~J*<Xw+Ey5YwVQ@J$B
z4Bm;ML*RymV5#E<+<FVZ;sg*Ca|XfqvJ(<sZjDT=+{@{FgF=i};ptTX>~el(aeoAj
zgxJSD#&ogdjk0o$GN@cGPr8uhiS!4RxSM<3;rm2GHk<MV^=1tOxA2T&r8K=z+$QHM
z0H4s#MGJSt$kzHH8cVFUm@@m}TB{2iS3v43A&3)}wN#qQQw!5Xa5_mHW`69wj&d{w
zw}dg6QZRGRZMVDjy1?`drA{OSPE5z-pK@j4<Z_^sYveT!f+V|S-|g_e5QoLykjC3G
zEUXZp&Kw|h3vcIId`K{S-uxwjGZAZe^HS1Q>I-5h-H6673Df$Bl%`o$<w@iQ792Xc
z2dk7dct<{4N4R<aM+{GPE6mEcoae+Cmr`rt)gy~WG=QiL^~T^`{x~zdgxXjsNDsHa
zh02Omta<`ZZQ8_*NOA5gi9mbXR1olO&8dO$0NNBWbR||9CObq%Tpbw4K2~hU1IC9j
zLl8=h^F%bZ5IW<l^CP~N!R`;?k6&a?tswZvRhk=}mP-aqH=?||pj)8UdgCc?T%!aB
z1qqz2YPN7lt=>VT_wNN%k^>?#<G`^xN^b#?@*!4$i|nV%s_MrH8NcQFgnqkLpt_9*
zR<^bM<mSQ7A&rLl{J8D_qED{J^~U#df(gUUL-qiIcr;yzJqD$RSm(S|FBJZ8UuOlN
z+MyY4H?iV&MElKPJ=F^~;TAG<h^Aqoet^hYuI|-@Bj3@N?>7+DDg$#f`_La<8A~-T
z=ZG3OSfDaHN^T1ryl2s2M6_0n2o}iM?zj-jA(f^6JOoI^7*YTNt{A=~X=?YGeaYv%
ztR0$iG7J7Ri#gzoNtJi#IG-p$ZHeYs5lr%+{xr=V=P&(L;#4E$AdKx@(Wd+m$?Xa_
zwo$93kC?Swc_+y5^U@alopB`Ugkqw2Bt3dEf*VTF3atn?^2u+~8BWdscl$y{gNmEG
zsw^5~7z#n<^oRKTU0zPqww<xp_0#PuSL+_9W;GdERt`j{5|Yi)&Hl)q`TrL}v5Rk`
zKA>1T3cZ753wkM}>@r&Vg~(>=C(fbFY>~FY2$227@L(H+^kC%W>CE*00p`=@NI}93
zKT0?^7jn287})Iv=b0MRr~>r@$ITL?OoNt&2_K)ejH@fAsD=QR0wc&3a|P0b9uA84
z!Zn6hegytc8kscO-E(-(p5LUS=nNd<d{@je=8$swdL=T2wj)--6TASy@_B=X8iBHS
z3^q)W7<zy9V<po9-su0ajeVYCZ0+Sw?sEu$#nI)Vn+A`=j{&LTvrROtGH7S<NjVgx
z8cICu&XUq~(6hs81(~LLHbOPKK<w{%!L<yf&TZ|B%Y_z)N)3BOh63NqtMc0r-s<-f
zO$1)cu_tZOSMDljW9Wyj_w^eabJA5R&D`v~_v#}yR_$iijg5W+3$4&{Jpw;5WwQvv
zp2h@}0Upczg00gS8R7ohwm=mbr~2DB3=vE;Mkq5hpY-*Q;Z%dcy#H?4pe$+`+{(`!
z*aH0VZht{Qou*P*4{O$ZkVq~t6Sn9J=2mlV)_Ini4IWuS-O+x`R9(Y|+`vz$H{n<?
zJYX8e){s>DDi1UZPi<&ocV_*8+Z!6Y`Wm?5v%^1~&L75X9Q0b@ULT)G4wo&obGX<m
z;3_6jKsBAG*pw%uh*7?v;SyA*hC$9d9q756Xo8=2lW`6*kl)V4Q!&>j-fL2bS;MNJ
zo^e68{6)=mBV3)OrsXqg>;EK|;*&cFE1~9$JW*pe*y5`imIm5SkWNmg8S&2Ev|Rr(
zuUjI&w|`##4Ez2#^sk7ccoSuek}0uMKkwDi&tK_m(zg1DZrc@`EcJ=XuyP?<Q=2!K
zR7u$HbMKOoZ?q*$+dgYgI0uP&S10OOS%37cw3N&>F0{)d%gE|yyCYAcfU!P0MPn~6
z#aN_&uvn_pVAI?h*T<+cZ<yt}Usx{v^o;}Oa<X^Hoe7$Tjkh6%cGBMSNXU(&O<3HJ
z$pwV0ZK!5?Lj85u&&{TaLD#Z`wI>U&0}u_<^?7?pn9>J+Zk5M$(yd<4KB^G<LYg!z
z)cse01Mi|mS!V~8C=mPifIT356oY!uO-?p;vIJwfHa&n}z@6NHfJlzW<Hlxeio+!m
z$~5fb0fk}lJ1pg-<IcLcLv#vvBFc+!pZZy6(no{C;TmP95Y>-h*{7I;Wi4Z{zg14&
zak^p#d5v*{Yw?hd1lTOSDbU9pab>hd8vib*{-kfQ`GAOVY7VMXN_S3qpu(LHoARwd
z(6w_Aooi>9g#|+1NLvewqaV}~v=O~Dg%~sy&?WZ(`nTiDK0OZfk^b#AFRrZZ8?BaF
z?Fm8S_H};dS_S%M8_J*t^YOk4(;*}iJYPf65+ZH+d4L!cxXl|7szmVNI=!4f;vVZq
zVU*%B(Zy-DGu?x)(TFdydqF>2!1jW^Wq7azoU0KHrg#5$W2UU0K`V*hZP{LK{wxf3
ziGW{5fU4TD>d256a;wt~<1S1wsB4N9;h<!qaCS<^fpVTOrorK%!be<_;vmgSit~;N
z>149lA6|u&h;yDpksY%>hXiGNy4>&<E}JDPrejf=TZg$K@g<Ucz;968!<|~hFf%<D
zWGAlJEU2DZ33`zhEjzoYij{0V-iv~O7j{+;ARA1m@2-~il&<DDq}V*uee!@(6QTh`
z6LuoUp91njHmMs+2S)l9S!X-7pwZ5fCP*%d=1D8F89C8^l-3}u-<+870DpxB$?!?|
z2O!tJC;@1$y!ZtgCc<FLl|~TGEfp18isTfQ5e2XuxEigC!g7GLKosSs+zGx%gy^*B
zys4j$Ctd=w*aGhPbkbJxU|Ar^KB{vvdw=~qy2u1x8<1QZ@q;T&P0?(cP%OoFM*3jk
z+*z4Qp2nz1la)D3p;3f_Skd{g*z<HKWx73Mj{N%8#`@(q_hN2jFSY^E_aOvj%a}hI
zT|B)w`;im(hHaFr78l`+C`Xz<U0=>DUoAM5$_&x#qpftaD1Hsj^GN5d;E2sM<!%^X
z#vRTQ7m0Q*;{QZ0-_ZsiWTYBgb7x}^^;7AYtWUebjM4mcm_2OJ{l|)+=<7Ushf!6u
z8~8^lH`j$*@<7Vp`GIXrjwTyzj+UIV>A}D*uoSL>G1@eiRe86NE5teBc)s9Ro6Z&8
zRK{}nuuc~xC~_4NE6s0f{?CgK*&tLs{m#~9h7h>v43wZjdNB5Z4>uo~z`Yy16!b)n
ziQA*53;xx4Hm3>SX@DZi!BCg|fW&`oW1d5lQa<xH?+DP9kQM!kd#r6|DBLbQqZ>P=
z5yz-Nhl^8M!hlFD#|zeMMM@|kDn1S-9?1~5;zX*FORjzP8%&Yk>%cQr9Ue3M5p^1y
z#4=&rM@j@n(P8eIWwm5Uce{wvfnsPAAp36=Bb!Po#8v>7r7mlR8f6dhAfN<-vWYgB
zD=6KI&)x+Gk1gcnXv)w2BEP;N)>!-@7NMy2v+|;A-jQHUVkG|})9f>l3fSH({ixh?
z(}x|XwAdp{>JPu2+ld%W%b2C8zM>AK_uvO>2mlqEx-=hcPl$TxF0!;0&tO=Cy7-Hg
zsO5@QSQ{WjZ3jn-qAj*1CU%^Vma20zg5?4U<MQ>fMk&G+q@}CymLYzG?_k;<cIFBO
zr{~NpbaW-<XQxC7j!6vQa4N}NCSW;>KB#BUY1SQv?H!^YZcfAd9DuZou0?*Tyy~gr
z9W%1jc04z@N%R@%@PfK7MtgAAPNEF04n4%i%EYEjZ21wKqb{P3!%>YLLhk)HUF?H!
zx~|KYZ2AJ&=D1rgB2_m+BTwcrh}}Q*H{eC~d|@zhi{}6*F@K--qVx4(Iido2zj!al
zUjdlB#^j&6-Q8(s>E?>6V4=QuwG+aFSLgu=4t*QO@(7R>sa$!7k)*$aOG|&@G-yHH
zA>bS}Xn$%^C1s|z>hK8gOAXp_2Er%dLLZ}<ETZzW<s8}^v#%wx^b46o7r)4|IH46B
zV$0bN1fvLM1H)~PR{}yet=V=v1tlJPq7m4v3jHksN(1*Ay4bU@jSXN*8vt3ghcD!#
zZ2Z?9L<(|d_(~3uT6+g?)26gFMZ_FNzkp#@MC~;bFwII0lFKW^i*?CA<-Nj!)MIj|
z4DQyP$%OZnn87_2T__tR<DeY?v`izW`5Ke$bx5lv$I|7M3#7|y@to?SzAol60Orbe
zTK<b!|2ckz*LTMQm6WnVv)+Mu{xQncFW`L~Rs|V>MBE=WxITJbncMlv4>&SFu5tMb
zQ}B5|n<)>uzWzDrX<mttsR@j}nw^q5lRaoREF@37J)qXR*JYTftg}%&_G93D8M>5U
znnOD_(Ok0uADb5U>P7oEHJV_ZGE4YPN*TKY&I9f}Y#lr!{jB2J+_Kucf%;+8;K&CZ
z9Zl^87(<xrfa_Sz@V{f?2soFj32m>**0Ey(Hli^~X!!B$xVH9=Sqm((L!R&azZ~-H
zyUTxC=pZ;zO)%pIK0BoVmbw9!-VV#=3C%4UoncRx3Y&D4I)+odM2sgZqZ%v?6L|L9
zHA%7ARdi#B->J^eH^ZG?F%ed&gSS0WSI!N~nbmtXoe=LQ3@pHK>=|EFcNRy0QvFA-
zAe4x>$QYR#2tF=kWG)9iq~r&FHsY@oU_#7Quh;NYtj7HM;LsBr^ER^vsek<#WE_r+
z$~ZC|X0o`k$^oNe1=Ls+f~tvM2^~i;c{eGPKUhl&gDe!)M`jwnowmal7~WW_4TwDi
zR(bs2&60U2LEwvWVR}YJVyh68Vq_Jk=d*H~!)EUXne}V&az`?;IeSQH(&*DnR>0OV
zdaY|qNUzGDW@Kr>u!r^>iYI0l(_}0BKk)14KI8Z%q9}P(*fC{UVt5$x!r2jB9i17L
zao5HhhOLSILY67JtAj|4$3_z8x`~ffHCoq4f7ZPYvHYuadQw<5)ZMe{3sc;+ZiD{v
zA#>m^1{M6~uZxxG@JjGWD0~|-pkrlroP&*s%Hde`gkXHw9b}&b36tt)A*6-i*%Y39
z6!hFj(bwn4=m|hGoP8|Q1NFj1X{>3kWcC{dtLQwIir+B>&f1%9H<q6Ei(bLoo*&k{
zp!KE)5^w@84@OEi!`d5)&ROmAWciuH%>3Z25#&!{5g;mJAi7*$h(D=B&oZKJ6~F_7
z0V*3Aax=0`&-<HQp9u*cX~!=rk<7FABDi*p?!X@Qco0X>WUrKhq4}%}7*=bB#WY;X
z@;kPKHPek*oKb=v$x`$^#$$9%SyF-9*&6%`3^S$0*t)#0WW|_`@70#v%LZNa)BiUt
z_Ij)>=Q^9GX>?(?GL~?mA96-+KQHOwiwNTjrpG~Pm?$*NP{vq8HJHfD%NQ;trXy%O
z=5cmq1=O6{dxCzn2#(i*Z9%i}E-ulal}&$(AIfd}SVQZ(8BnNK@WcR|+L;qf0BUnS
z+pk7*D7D>XM}%}v83F9fpZ(y2W?(2SZwAopQ}~KCS%Ml&YU5+wV#&V~V&n0E3q~a)
z<$tL|k4frOrwa|@ay(vY==L(~aTycE{G~P<vM(^RmJzb==cy$=lZ5@U48f=T0J5)7
z+!BM(0?%j=sFk_DO;5vwu)p$fZvMg6W*?jtvfK^4xqR-`u|u6^7flpON3n0lcJz-|
z=CczcqC5fFU$9~2uF>HOo~%msJ!MOH=l12*f@eqV@p>wJWoy!p&ak3WGK-_D<(<6N
z1(qwnFVB0sO9$VGw5qQOS-7}>lBo;qJh?qOCb7ZTr(SGu=59T@)g`{bW?JW~<e`S`
zfViWnKdYxQbj4?*Hnj#u$b!C_Pu<1Lsn&P8$MujC4pwI5$I^xmA9M+ta=}-DeXe9t
zrAnAa9$cIox*Fz@pQyKi8m7S%qF8I&VRBpUc*J>Gj270nq(>_2Hql40N?CKP59r3P
zm}YA{cRbRj2{qQ3Ax!&?N-L-T8>737#}W(`-42fxkwP;qc?<`IbbX9IT_Ko;K(06g
z>{dqgfZ5nJpm4$Z1=VK`*!e?r>i<obK(r#jPU3|7Y3`ts$Hv_yl0q1Om|_H5iO1%M
zk-LzI8Uf+FXrx*@R*>1{kK#`qH1tn$3oy@8a#*L6B^kK|Fovs%ec41F%+hYvJl~Pj
z?)keWnI4x^WmAS99V1-rh&s68LAIb~-$Iq!<UqGw)w^6muu{h_{X3QrW=!gf%-g@m
zydc&H&9RLjSL2YmDI8`2Od|b3o6C1wF@I6(leEBDtJ6#3^R9g<B0jdwNt;0Buead)
zLkK^+SX?#pxVf`pU)eoikT?(k7x}8hYc*%Rbgs&lmay(a3lIg&=5CI5s-Cz#4&0$d
zZII)0uBz&?Km8{Mds2#AfK7X%U_SA=)?r%Fura-0m#aCpqKQgBBnfo4gxetNXX8QD
zVpWvKP?cVW;bY1m{DdkVH**F}g%FEKaAF8Ub*EJpTZv!yIPgpFENCEoGo|ciyf0xC
zmX99}GEIU~dev-_jL%vdP;`pDoTDOfE-cC~;9r}dR~rW|Inj(sm6yzZN#*OsG6Dp9
z#Atk}=l{#fwUqe5O?n`?EXjLFTx(|!QUPYOK-<v})a52=yr)^m8XB48;FIG{*DwG$
zYEE_@+hcJbnqtCP`^#T{`gl>6f*!sEQT?$Xeq-#sR#ay|VMg|^VFQsDLXGNpX`a+}
z+jfO>k}T~A5&S&-E$W7uyA1`PbrL7eyDoI$8CW`W<)6@~{V#Zf!lL#Urby`@nNvxt
za;chrVJdRZ02Imwz>Z8wmotzGeg3SH!;g_K31UaS1ZeIi$dBhEAyv+IApo;P;4A7J
z9^7qO4wdFHm2J3<q^7Nh^PU63b%rq(0^dgW|7`L;Ve2B}?rqeA=m2dg-$@ceo#bs>
zVD3(vnA_Ah4dg9lYH>r#*>wR)SR^y1FvZ>_t^R40zTds?iyE?%h0s+H|EH^SP!a~v
zmGs!QZQHhO+qP}no_}oHwr$(?p1XCcw$468Qb{`fHBsjc?nW~6XnD`=Sx=FA*@)S&
zbU>qToYXm>=-pzgnti{Hk!;t|g~^k{O88(O-b&Haf~7P2aMwM$Ri;$`Wc<tBllQ(8
zrpvWngPL7z->6`dQn~rrBKw^uVLdF*GX1yGiLar!+c)-*>GL<46VPb6%gKbNX4I^c
zH?3}hj{kJN@kmTA(YKU3@tiEig^Zi_ak@dILqjAaa6zK^W4g5Tv80cu&p;e30ov{B
zH{S;guI5PIBx|oW%e&E_NnV;WM;BJnyb7O|=IDJ;=_md##Xy=M`kj&g+uM#}4PIBk
z7!vb7)P_ts@Fh#RQzNEXVPyak*hkJL2%)3wu`+PH(zo}62Z5J3R4E)Ej(~c-tBAo?
zi-c}bZIkHRg(bKxX&v+wkLKN7**xD#9Gx-kH=R8N!#Jz?eo`R%npd~gHA`{}<Eg*9
zU26c|7%~B#c)gGb%8*+1VWg_$GC7#oAu;UJZaejlE&l3q0tCHZXzi^!vl6;&dlpgZ
zbdt)oBI~IO8vH2=^}>0-|KgRTq?`U(PuKQIRGtF9`4;gOdAy!X1G+uYCN#fbzw-5%
zuv5wexgj5ce2i9xz6UHLR`9m>%sY_VlqRyfXV^3x!!{GQxo?QtsGj?=(9ef+OvrWr
zhBNJpTzOTv<}D1fJFoBvd7&sz|1>mM*?G38?7%|U^O%&t&ru5)@QbFyNfMsu;;Q+V
zJ$BR3L<^u3N`EyhQ}U~pZfdt(kHWro{m;lu=t2G;QQyTxU&4Dq<)241l|Qg2ag0B3
z+zp+I^*7<}ZK%7hZ332kjCpy0CBxd6!TCQkAch>~!r*HW*>#!duuBR{iGU0CR-gBe
zp4K!9DebL_@|rrfPOZrZ`a=Fu7ZeVF-yvWC)1U`RUk%I6n0OvDg~`QlnBI9~F1;VR
z8at^vdyG=V|G~rigqk07_sceTR)Nbv_cAYO<E9X&nLju&T#$fWeOQ4PRXxqpjjNXa
zW|c>7i%#!_^#Q?FuZ~Cu%v!qZmJV$*ObYp#f~7@w;cY!Zl#+Yr=4Yi!J8zUTBczMp
zDX#6c$C7%zrE(?3v0t&vvS5Nn5IEVqGm;Yn9pfsmFpj7Lqb7STzWe2lAjrvOkGo7q
z4O^O8(S#e+U(_ENLMp%j+;+A^2qPHu8`Vq&A%#ITrwEHy2Y}rcv$pgc<y2+9@LwB&
zra0<YZ<}6B!Lcc#t{tV{wDk}r1RZ!(TG`LRR^6)92TsFkmkd;98xN_R1Nw$`O!}~Z
z2+7U`$$arj0y4L;dWo=@vOg^uOuszabgsLj34OWZi6v@Kkc2fHXcQ0%l9bse%}X-*
z1o$8#-g$wUdOHpr3O@bCQ~Wp75Lc|BL2Lb;ar=TLV3SJZbMX$js3>cd4rq_GBkt+j
z49T_Cy6fiy+uOIg!L;WOzM9!f?xaGoq_+FNjSf9L_MfeKhFtj}F*?xNGp1p==)<@!
zdyCl}*{mj;U0)Jex>|@7!&E7w1=}6_(zQmlY9CukV;U$==D(+d%$rV}_VqO7zpnx+
z#m}Qa<<K9)5n6mZ*y!b_wc1RMW0KM$z!m7#GJ$c0zz?osU5m?^to&m@lU`$NKpcq$
zD-D%JUW`-w&vvdH5$2Xsk4$`r8PcOVk9j++u+u!7T&t{b?PD9EsSeh8W{2t-b|eQv
zPX*%dRlj++f-i+qZqC9oLEq+P(ys)`K6lECAotAYDWim-&hexVRAMv_0Oo2e%OA4M
z>s0*_j^@Gi_mRb)jG1hk<6JwDeFOa0>GkJaNF`(4NGp(XGsutXUgkMW=`f(3qu)lT
zQR<$h0dzD&iYjRA>P!+Y;X2wsOrJ>V1-j=BJGpu(Qql^<VDRi71e;odDiVI7R-6wv
z!@tuc;0>@Kn}NB$)3cJ)B}G;Uux9=igDTM;sCbw)T*#jksEOgcNu63CXZ_jiO5T3)
z!^Ap%>+ZpbZXwgEfR3@#CsRCt=^fN~g1o!q>Mym7`H_&gAI3e_pEfV&(_1w~5yBF0
zPd&@!5*=B^PM_-xdjNr2WmKJ84R(pxd<Jx!v}v2m<vx)4BJ37IwW0LH3^*dlW(m+B
zMJv`ee4H((qJMzhnx5oA_~-|H4l#R+HKBCi$0gLR8jFzhZ!b5E&$C)KO~RHnWY7i4
zUI#kM+}Ax~N1PXm8e2s@a@PnkgijmC``PST8r5BS)*#Y^mWfJd&W;J2$~o0-urgrA
zp82%zKRajza`e5qL?=rL&fklNKCuL2*Vd@WupwlrvjI?p!PWPSd6nqXZiGppLSMX#
zb$Ax6uGF^8p*EAezc2NqI^<VRxWX&?wP!Sahe*g?;I~DJ7WH1atGKsai@|-3$d{<V
z6@r%p$qiWDNw8~)YV}uBuv%RJTagL?*mLrePd=U!L2a#XvKSbtQkeM#Nt-;S*i|_J
zD1kH2DT7TAmXUe&;x5h9YYFhUFOTai!;x)y*yA<Z$k^nn%Ohz+NZ)KePMub))+;UP
z6S=VLi>GP(?D^wO^+b0AoCV0hp1>0!0=xQd2bwq;+cL<R9~z(2oln7Su;<wy$|H=h
zrJ;B??%2C1)kV5gPVg+4I0#b4(Lntkt=#BCV)g7#{~eVn+3*AYMm^+^U<RWtc^*O6
z_PNW}0dnryv(<(J{5kFbGip4OQU4bCn`7qSqzv_<bY&gxo#>%}>_2LYSiREH`F6sT
zIC_Sug|mK|#44H11h86mVA!*%Z%VBkbb^<$3C=DL1uDhhy;_c#v56Kgh}M-jB@|ul
zC4Kv~qL8#iXSd$-ah?viw7WmJwOfbHiekjsxj|p*Dwm{WbQ*BNBAv>S+YR|cGakdr
zKHJzp%u&;XSq^$hSxcR*dg^h!57@ht3{BE7H~E>xNR@Ai7`KZ3L>n&+|C*ZB=MT$h
z63H^zCqmhxbzYv+o(7noekMJ@Fn#3$?`E5r7At?|%z^azIpJ7o;FWXFRNh3$t9(e>
z&P!gN7%f|f+w~+|r-rOpDOgwqXY&=S@brun`5eaulx|L@ScQQ-($8ok+H|UJsNrZ9
z#R(-#TRy5$bzGcD-giPS+aP%@+P<qv$ETWWBkfMhcj5#&J(P~o2+|yku)a~+W2QuC
zd;U~)WGg5k1nEFNH0Ic%R#N&d3K6_JUG@hS6LFTej>;;^QP^-!8|I_g{dRGJr0_@`
zw0!a}soeEbETdS_QmVE|LF=WU7+Tc&Wvw<Icimd7I-_JgnvUSmwd^l1h;?R?iG&Ox
z^5s%W5PP7ZyE%GPIdR1CWZJI@{^rtZsu#&g%;3ewwYNr@SH}kLH!`m!1p1!FnAJzf
zoODT#F9FA4_bn|;meOwq7CIj9dhN#WpPb?2F#XtBMOnr`y2@TJ5M%_cMCyy|8(?4i
zEl~9XD!)llMhv5JmY*cz)Z`IX^UgCT#ZtK@54*yxo2AQmsK=E%(c^f`WtKlsig7Gq
z7AuaA2Y5MP<WE<R2X&6l`m4c11U%+1+-;5Aqw$@^RI%~?9vLTNz*0(!4VVCAdW|8N
z+^m_keoEzwMXKVcPT`My;+61WrRV+$S_Pmvw_}l?K4Z^AZi1<gqPYHc;p0JMy`F@Y
zaxKG$(2^HM#9Wdjld}El(9THp?Op@%LB6h3in>OH{_8N4a-IyXMB#TeD`Kg^pDzbI
zPWe}8BJ6?Z<kCJ7<iwN75h@4lg+oS~OR82vndV^)5?5MCi_f`nKpxp8$T)6I8Hk-e
zi%fLeov0281(GOs#lcgkL+6f=;^YH+E}utPW4cUw;8TBrhy6TRoX4p)I=p0m1bHDn
z_|1iFASwyY!E%D>{X}GoJJRJ&8{CDxFxF!)o58i>`4V1AjPcRhd4st`^@c?_Ld1k6
zT6z#&1ifBIm>XiL$k^{|y0}cQYKDF4xj;56eVCg53~f|o%@xAS+FJNOtUrVyYrunK
zzB`=9uo7zQT+m-o@&>RE7Fg07y+;@8L-fvsRlO{e_lwhFiazz{A1U>b?za|~GJSfx
zm3XpR>kI2l@VN7ziK=V$KA&Qzim~DEcY{~*QU4YIm%(qgvo+nN4U`RZvmy7tAX0LO
z=fhNHAtSqY%uq-aooVsf<Xx=Nn@rDB*Uk;se{?N6xs8e$s1tDl{e9QsO0Q`&C4WR1
z*`XeEr<i)LH{8~GZQo`pdQH4Q-9p*$B0prpU1#>f2DuYII)JlmkB5UA-twm6fpR=C
zzypI5Og(WNXz@$r867ONam*;P)8ukUJ8W|jRRoqQC;Y>-C-r-VygBBJ*H19ES?Mnc
zcw2xR%Q5%~@+)gB61dE?A9uOBK~p7qfb|!#!6wO;@d=rL1@>(O?a?n1d@e&U*5SjO
zt>_$g?y8sL;?*2~Wh+P}m9F)7auRtGtjpUCX>yGZe*Z#OEUD9X{?QaWb<HRpMJmKl
zbh_a|V~$lN5@fhZexj?qNWpu-By;HuX86j>BeT(Z?F=n-`#g4$?^C)ic9ZG&AjThd
z*DZAq7lnt#LIU<bwEp$iA7CE|J_dzb%P!{|HU7%lXkTYR(ZMa2D_c0YO2U`FH9ozi
zuLpmJ3r49rE7R*$2tJh{?)m9^$M+FtoBp~PSeAu9Nu_uOcyYxAQ6JwxIjIjI^!%i(
z{p#}bsdzO7a3k@!fLd;yZx~z5sj+v}dMUcUI#r07{=Yy)irWL_9c6(Ih|EaaS<bcy
zQnlZHUkHrLds8*m2c6{f4yUBT@bv=yuM*w%HBead%izs|{eF;K2p3w}&ngMfun7p4
z?Y+S@kPrpZ1<lnA)3B5&W?==Lqcz#^hA7G{7S0CJnYx||IF18VTKrqfu|`4~mjZR$
z%lMdVmLDxGG5#e-EMgLL8~*9URV-B~DhG|QxZ+VzSHeUPPN{YnErHIMRNp15SNUE)
z08a!nFMjbm!)uO{ZIM#K^a>tV@^=!DVyh2mnN|uuZ;Pzq8jHur2U}AU#}+JW_*oz{
zwE3;b5d=U;C@H^iVeenO8M$NUPHEFH#SsT>yi&hH#_7>bj7*yHO7h@y;Sb}^V&#)C
zeg^UR=4Q$CT=#!tbBVQ0E&*{E$R2R-vMo*B!9*2@@?FQqx5&D=ISJJ0Em+ks4b|Z)
z4m(M~RK!CPBHcZWQU1d%Du${--H!D10!d2boErph`@Zpwb2$M=D#^Je?B_{DEV2Hu
z`;f18H9Shah|2aP2l-Vq)l?}%#OxA=lqZcEmdB^0u#rXt*p`Bfqw5L+x%(H%AmR44
zk8l10?9fe3?C3yiF1!5753>bpII<=rI5-3-b0JAd#;729+6Te7Goja@K0)&Vb-*9z
z=+W|~+y1qv(fkPmyX7R-p_-fuIA9j|^+S#95OrOV{s`FZP>9ezww2ci5ID4I;4bGS
zOaQ9yS4F=)7pE4MPSQcGxIF`-kA{fWihH5NK2G~nhjO{MPmIyQty(Dfy}ad`#0#cp
z`~aD~`^YaM@-oycz6?<=tYO&{O?e7%=)$}78bu*>MfAhg9Kp%a4XQHY^!Ho|cS7jg
zN_fyYi@uvmXAz?dKtN`AJQ&lwXN#acQGVxMscMzf*Q@J3QIX48mSJVk8sFZ;c$9i2
zA7qKoF%45x!~#%Gd8^_QjGLYB&LgW^k8k^&uckcf(WW~Tbb5M~lRPLbb!Pescu$P>
zS0?jmRq(x{a6bT?_oYY)jOjzbFQ3$;(Y?@qhamkH*5Wr8I}aX@?|ZPte}lH2qps7#
zBl7<H9*{bW*<ay@`yiuVf3!-8r#(S}DYv1GiPha7je2n1&_?_Vfy|NtWGA~Dpdlam
zQ=vEg=0H$<aZwPndUM<T@FQHUXLU~iPykf3Kz~){M{|+77wFCTBYZ0N5T>{l`MHJo
zs!)Rr9f#Vdp;;MgRrtVzwEzCJ>;zqf)V}qVolN@Y!O~-TuAfGWIc$yBkK~g;@qk;Q
zV%u50N9GcmPruSHl%qQ*Un{jctIhPfi8uO}JF-)ZJzL7oT7<c-o!OmC$mj6MI2&v-
z33yU~t1l2u=&kBA!9BLLsD90`q~~+FM%pl=+_vzUkbphT2o+{sbao+-kb2r+@jT}!
zdG^i_FCri;QL8|ste@z|_^obPVNE;{b)XVCubTA}058lr5fR}U^^o8r+wLl4P|9L+
zZ6Q`RLU(EbHIRitV+WX{#?yB~ZgK@Nvymb2OB^oIdmXB6@M{ii%?WILQ36?Y{~L9K
zTicHR$*)~fzM6^hsit^&zYC@!P=g1b+zqpzfQAlw$ki8q19$HD0I<=ns~_ego4@TU
zsOpheD(kIMjt$ZBb;^q4u0^}s1pAFI(4460JVG}el_kDznAN)rUwgCjC2+g6$CkCO
zFyh!&!M51?3HqO=fgH-XdPkbh{^)b`Z)4Ll)_masUubJAF)?Unlv`q*mi7CQ?kaRi
z4_uV|&_Gd+_QL!Eatc=;QSL=1drI7DL;f+oy`~bd$U5@o>B#!h1_JDBt+Mz)P8ku)
zrJ80K)RLcq*)9T;v1xR_M6I1~S(#2sPT%~X$M|>`G0#r_&bBW5c6D_KC*U7&9q84R
z!25fw8vh16f0nDBJD2yr*Wb2s9H#uD%$<}b)NZyzA#Y-Js%8H0z2l|iDRYFR-z3*&
zXRCoF-o-Mj50ujSJMeeafN-o5l%jKw^s3XxxHvx~Ln9{&m)X#xN{?^J)p&o2$-(>x
zsc;zPgDzS}mZ<#a%}I!7?oSLJRH%DuG364isp9}*K%Ku~@QJ!oWTnYs8|M8PP>@J;
z{R!B0yI^5?By9cnrkcX-Badw2AxhZn#+Ag$0_+OuJ94zO;WeKk?Wk(GSl;&Mx+9&F
z*@y*S83uc_zh;P37X8}NR?F%$@}b^EwX8qAn6-BObltOeT?-q(wEdD8kYC9>mg+%f
z;4$}<8ETv3hHKOBjQ3myEcYX&Sf}d8CAys(m{9TaoB;;CT=6mCu`0MojIzSx-2CoF
zs}+fR-*4xr8>On*YYUe$?(g?w?q)5<97DC->rb`+MlMOiF-08kEAwbWo^jp@s0&W6
z*xpb6tR90nY^E$|8;Kz!1CzKm4{50+n5gl}DUn>7VW+}EU8MIEu{+K}>0?ZaH1gn*
z6*tNLL!^phO8y|{tS%35BQ>keROmp@iUTY4NuGtglC{Ph!2mcLu)Z#Nv;!+(9p56e
zD0NhWoQ1iV$RwM+Pz5fmVk|%G(uvShk*I1Z<sc{joLscxdkm=%k)wHu{nG~c%^1vL
zc-eagk8{V7Bl{SXz}lyE8;rqQ!#6gI7p75JW>JyL1uDPHA*->uo;UeKH+iID0$V?s
zs|M|@@XRJ|!Sv3b8A{!w@IZ@26wc;-NMmO+O%zgkLlS%y@$D}+i$czERuO-7&=|(w
zXM*&WRLL8)n)Sf!JLy%TvtGJzDe)-GRzCEYk^t*)A#Xj%<tNmM4HSeAWW?-O3{Axk
z`U(=cFEGZ^=h+}u2kBOCmw00LU4I%owruh_xWYxY-B0Rf076fnNaT|B6~s~cw2g#~
z_5R^by(FU)b%Z}$gJ>hyH@Ba*j>`7V$ET2rw!>FcT*K-|8{$M&&8<)Rlx^#26UNgI
zq*z%YNJp{i`GI9O-<OP3s^g8i?f2u@ffClXl%clXkW|g!nmcll#OUHSEZ4&(p)3FH
zD;dj_ypWOvQde^_dXH{vf)6KsHknWU`Sr?YgxH-BHiCFpF+~XobnPqFT*~-OL$dH&
z+xYkIV8}OBKnN<)CF}FAA#?@Z2Tgn2e_6cYOFczm>xY@KaysRdD*<m^hG2}V7otd+
zcl-01F(IDrHKZ6brCv?%o4pQnnj!{%jc5W~fqIqrl;503l4zQ+C(*7(v4&ry^hd7N
zK5Y?MsB&WA-&}N{tM2|7srgGlW_%vRUZTvc;eLzjJ~hxu8q^0^-pbI@mR739+kk8;
z#}qusIrB=QndZ)FcldJ|V&fxcA+qTyu)J3%zh3wS#F5}Yc>YhhIkWP!5xnAKH3xe>
z#Z}qZX2PPZuNqjkz2;*|%lcjv{#t&hdSwrE4+}<80L}H%!^XaP7HgA`1aY*mPOhV2
z2xA@rwfZCbBM#&%?z`CcZrtGcn;aNUNKk!>k{|@EMI3n$IyPK92;9ZmwU{qNI>%o7
z7T9K6H=4LqM~XR^u^*{JP81PV#*RYjeXso!XuRPjFJ!;A{J+)-abi>B=S%Q+D4CQA
zWXndxHA+J{H%<@s;Z^AN=$dzc>F%fZ)WVcR+RIUFH?U&8fI4#SBcQj)n<@-Sa}{3S
z7-79(*B^B;tb4J?W7q@6?p|V}{b#TDUEDSvO4ObGp*|v68M2`U2Wsc@`0||*#V$jA
zlo7;Xp@=d>XDu}*p)Ii2hpeK9cRw&04dDXTv;(b9-m>xF_A>+9^D=i&X_=o8yH_Yu
z<x`A56$4+%+vOR-9`$x0PIl}4Dko-!x>2m@iY6lVR7)CInCm-uGmoN-huz)4cs;Y}
zvti?hqbR!#yg(UbeU~U5#UC!}vn><&{goXVb1XG?!?0~;C~K^Y-79mwVcAxGD~z7z
z%d?d>b~(088@^(_vZQTi32>v4FI$JcPYGw4$A|=-!$aIzt;2bKR99N9sD9iVT!$tn
zwX~UoY0;t*M>Vx*SHznOc=QA-FjbJ3tJ5$dHA*4+=Zq~IvJ~_qa%6cY>^77Hp#iw-
z`~~YKTUSmSgm!~_=&=HzzI)*0DGBp{KfF__X&y63vx>?th(w11P@bZ%kX7?4#}*E3
zsl^28gZ%2Xa&N1Z#P>$eSGE3Fu+pZa34$Cg;r-&T@(K%4)mmJj`es#jM#Tv2F~OKi
z5-!pd?~4?l*UowaRPM)f1KS>VP8D2<B_=F~hZD9H(Th>UmHS>@NLc=MZ+7>`Di=e8
zTs-4YtP3{P$>{h(di6<w%LHiB4dhv9T39l<$xTgBvacco!nVn=#^@$yPy_oiUw=q{
z?guAHU7BEOLSr!5lAQm2sN-?O3YqT;*T{=y_+QBl%L658wEikLhI}J2Ki&jWGTVBF
zLI`^cL^M-ZTygK}hO67<W5qw)1jTO<m|^Hdejn>H!*#DR*D2>H5gE1A%PaZNDJ~{7
z(zHJ=)cCUQ`ZUW;y5msC=ab8%)8xv7OI2l#NLEhSD`XdBDk%t%uFD^M`0a{}w9a0B
z8iII5hso+%@Og#mP<i;PITRI3%suu%Sd}zoATJYwUgWfS?46I?D|tH<LXr`Wr!shK
zd-C!h#MstR-Mv~{5Uq&3Vf>~d_MB;5yi}d9ZP$_Yv|6k^b^@!7tbCHSnuN?Z^m!#Y
zg_I6erOk9A7*B5!l&w=%|E0@h=5W0+Nk=3cIaZ7MO9)2*OU{^#a0W-U7I8qO{^cS|
zZ`NQK;%#t{P8j#K`)gFi;j2ka7hRXxBtFrZe}raF5;BU^#lPtWvYc@bT(28tfq##Z
zm0I2iRuy5RvVVhv)#L4KA`klf4-opie43zF21N4E#ktPQe2Iwq+y`kBq*UNb#I>VH
z;@CrcEowX!ge|ZtlNHyAb|_SEd1FEjce*f9vqAY|n)okZ6LDj~3xIYnS5I10`}V>J
zJf5tBnBWv0GW<I+t}^D5XJUSVUrQ~?aMpCm<Xi(1r-LO>Gknf$B7GBtEnVv_J0g@M
zZ@b8wE4s3?rWegYt7xd{!4Sqk0OW>oKu`nhq)@obFaxf%Uv{Pv-ZDA7%6Z=AKom|`
zhWQs$fq@$dWa0jM#~hh(W_NYqPb02X<L;zVu?9Gc131y{@^>Arzi@O@TfzT&?|J2z
zgf_}(i1~R6VoagHtf;B{FS;wa$=wUiJQiS$&c=o8L6R;+P^!8hMOctpfx*B_x^}7;
zn%-ix2+lu}W<7~yw?`*<{%9{dDf#X+m{pr;cb0(yhc@a40@>j2kNKCt{3;k8aqmHy
z5=h!yB_2*taJJx7RLK|w$ij*4WD$WTadHJK9VuT|80Dco9cxl^0#R7_UPiqH75W^u
zGl#%L6sn~{_;pPaPdkssUz7=tjBHAhG5V1X^$8zgV4`Cps!A4%nbQfA*MTaChHR2e
zH4~-wgzO)Z-E@XK;zA7PgMrds%#Sw=;P*0l&X=<E<!m$m^@L~g@mx}dv3$NT+o<_v
z4x5ad39kq>;iIdQELAf-;<gqR{m4*dxWn$_a|_)EyF9L95TE-Lgnquv%r2>s;2u&s
zK~bsh84t|*#7H<2fQuC<&yBk&@WOb^I$~0qIouY|EO>%Z-2z_j*V^R_-!V?O5T>Vu
zJb?iM);HG6KPqZ*DbY|va%k?7KkLO$NnK;F`AGKg@tgrNtjP4DJT?!zT_>xQX_o7|
z_bpR02Lty(k{F`q*pcbgU}bACrNz@d@E<cbLsGRmY^5vqxNF+OIpa^PtJwo3**w%I
zgP84}ZT?k1>8?BHDP22mGfqX{O32UY_*uyLWEn;UF=YLrs1~rHG)7I!zOs_;y$vd{
zNJ&qWSkUCm?Ak5ha1?11D9Mo$Qm(-J<Ax}zw||mAF;~^wP31g4a=$%<*q0+~X8VUj
zIOdu~j4)Jw!j1lanw?+XY@Dy7|FM}A!e}$u9g5dBeo2u}OHp9A!TRh>HCW-DnBzJ_
zo#`5jBwqodoIu&5r9ZEQH;T@eOQw>4Mm^VQ%V2lX$&G8+-0JFOUVJEOU1O5DZPM4%
z42?HWZZTkfg4vJOGgfQ|o{@WmMEKV>cR1BnqO5`mZJ*26PR3q6SfM(Q*8TrF9V_cD
z>fZ|Luf;EoBadqBtp0ol-(64D3<yfrv=m~B!{21SBBz8+_fV1d07<DRg+_-}2CwNj
zn`s0IGxyECUc&$`0Lpf2(s*+FOWj=AwXrx3?9%_JkbY`=`*_Ar4K0MO+_a<~vZ09p
zDA<2{Wc5asMjsz*<#QZr?~}ZNVd~5B^goEOg_hE5e_l#Pw)y1lb)6lfSwkcdh7F-?
zfmm;(z%tA^Ela733GG|%Jn!a!FX(etMz>=4S>k+}pafNbEjshPqM2LIBLX{eU{xGx
zup0s5Tt{4E2eOV+SB^`Bg~gTY@>%|N*|C3UmV4f-)kSHrgv5X@rI;lh&P|gibUcVf
z8yZMFXiLtbITK<UEfYD3l66|oAnD-rxMJH00MlAl(~j9D;GC?h8NOU>7YXn0&NM*A
zperIGo3n*>Yf$bl>SvwlX^#uC<&A;oIX1s()+AG#Ps>c61iJ5xu#29u9&cgdkU<CV
znO9VVo{PT}-|z^!&0UMyWSMw8<6*36UCgO3S+!)}<=&R-7`#-UT;3Npa}n=p8ZJI7
z;jb)aB%ifwP>IM{IrFvN%D2{cDeKfxwlLSNk5p@Q@^Jot-3mmTh2Y-sY4Z!8p7XHJ
zyXIX$fkPmo?V<659*ii6u$Ma1S!?mhkoeREgkmKXB|~FyQ$Z1|kku#pk-)!(QuFbs
zzTCY5RHuUy^|n(ngFoT5eQl2wSWnuQqJ44o95xn)$1~?2)G!W@et?x3wb!v}1W)QV
zi0`BsN_Ze6+?YwLivt?q0_{2HSp5^bKR?61tIDPzwhjLXIAH}HZ3cE&*g&DM`$jA-
z8$=w*%rCj;q)iqj4YJ=a5GlpJ;<q3f9{qw$<rF|Ir77=497~6M&<PreR_Fb=V=obm
zosCXMSC*mydBxLuEsPm=ud%;CxJZxB$iklEm_0qTIVp!^K3#gRxk+0K-|dO`{Ng+k
z;)OR^dE$DKI`k0-a12#fN7uD##kB_7&cWSd?ICkR0qfG-eiqZw<GP&gFttSkjGT1_
zKtEC2I!2Zx^o3Dj>czv<9Yv-<K1dj~EKS~mSZ+ods(6U0Oc*1PwHiBT??QfPMvc7N
zW`kVW=}()%)#zZY@`N){(fXNx3_&`Mghm&_QjEvFZk8Zu%G(P>94Vm7Aieykvm(&|
z+c{|VJ}Iafeh-q%pRbNz?8cV+9RQ*pV5%UlD=@+$hw&#5;uSBM@4--T8O({taT?6p
zB9Xu5H1s3N5dX7KlASeVYhPU8mqu_GJq8jS+y%KRKtmVAtTe?im%I~nNB=)~(Vbs%
zr=*|Y)?;tB0*D;{M>SK&1iGfSGK!S2izj(-n1$mc>sL+29Cns=9O@wJGnmtKfB{T^
zutx)j^W!=bl81T(IicgtMP)ZY2xB*#fBGYqODJL@i8Y>*SG$^}YgOA4)Xb7Pc{&+b
zMq`%S&MMr4Dx~@NbfW3cPR90wXB88B<1V=M&mf9*BzH3;+J>YG`=v#OZg*b`WP1|c
zlZ)f|HU6%40ojyB_3e#py6H|fsJ&d_SumH+{M4u!U;5DZzBWSLHC%;&n9FD#iQvgs
za(XjiSUk-@kHo@rRDT{p79+qy)tg1gEuWgS6l~<$_5#j{!qsk|yyNDHRDusmJ(rMi
z`kJ0Ax>aJ(#V7iIFjDJ^jccS+-E5>jl^mV*n2&*Box6A~2<q3%6gH-28WvF>4%wA*
zcVQghSmof*qbR06yF*xsmk8EjA@&zkE^dI47rNM2P_<1hv6C$^%N6uJh@=%n3jNe_
z8pDdxPjlxWU`nhWSh?y?1asf0gFlodgWA1l_flT`FE#eqy2qph-f;}y33GC+tES9k
zbv#q;M;klmc_)jCERi~T$R@)-up0FHS$g>U<W>yu-q;cE3Eu^l9D6Y1b*yyF1>z1?
z1bvZ$w9g;%{IRlnlUs=lh`9?Vv=uO-FRHjdPV9xSJ(QsRs#Qj!8N0?NOnZRGc7o+h
zuu9cxL_b`(&;s2_8&q7zfbA-PIL3-9Wp{%^_67LCy^ZrG!?-A^-)~Wh{!b?6O|KmI
zXQ*4NJM35&R4i1ZGWkY$MyA)y8{8la)V9Kk3nX*qby6l*DCOBr^+|~AU0c5^OQOQo
zJyb^UV^n!W-E-$WO7vN{4H}B(>fo<y7R?HQVpupKcO~OkNR(s9KJJl0A}>@6a_Qn7
zHI0*KlK73FGIiZwH!Lz5D0hq_P#B6d7mBn@NHsZ;kTU)qa}K=hAHl6Oc47+Hb|d;T
zbKdyH^z#4Wmr&`uMQMbzT_|NH_g~{Ht}UTRl4++&Ig=_pQU@5`9ANLMX;kq8b?$tS
z_7`xF3uah^H&A!9jD8<!<6E5V2PW}xiT*)Qaf}Sn82IuN*aGui6={h(vIsX$(?D{x
z?4i|OY6`Mh3t<Xgtf*}&?oV>d3{2_t^1PoKX}W!c)(Rt-J7`Y7I-8_VdkBNd&LZ-+
z5c+O5b1Ru|=v!iK9d#J2gZ^2V!@R%s4itRW``W%~<ziffV*vKT3SK?aC(7JRIM8}?
zVh8Yfa%0jZt(OM%_^vo=xLix{Sl@kLtd_b|DCaqU0WFJh)Ma5wqh$x%kW?==U)>5N
zC0O<}<f4hft)eRkKQ4jQ!Tp_s){5ylnD1CTJ^3+ZrEWssqh1Q6510+ma@xdcBQh`W
z+^!b@ZFGTM2MvOje+CNN;Tu@2H{|`xkF*kGO9jI=Fc7oH(-@Yn!saSczF=I<o*9ay
zqua`q=_?|NsWpsVAp)y-UR8fJAR89Z_E!FzB7vGVYaWbYTnr3Vp42cdkqVVoRTwlI
zWUn7XZpOk7d6Z7NC`Z2zqB@jwPEath?lHYjR}Ve}77u2d{uhUnN<-U>2e(;jHY{U8
zCSEECkGEkGeP?63vXva_NC4<w4EDLsPsR8npIlhRG5}1JBwQk|>_9-&os}il1r+4u
zv77bjSorr{WsGUo0}9-)@9|pwIGI{Vd4Gv)AwGpd2~HQuu&I6?u{<&u8ZXh^O|G~>
z-d$USv1_EP;D6xfmRFv%S#nZ`(K2My%prnwg(2X8`9Im^>fWyHmB#GD#ei<Dp@jIL
z@<|p+2%^AL86Z~`!(X}admTH-p>_H%p!1pOEb-5&<t6x){3*N_EbI#o(U$P)n=sxM
zDX)-Pmj_QXlbvxW3piIL81fg16#L23Qzq?dKW|M2nl%e=?}G^JIqa8E7n!5HsY@;p
zmj*D0i5Ue3A+wH+Dzq`<k8%Z#dX>(EH`QJnGxnfL-}{k5WmHTnf6N_m?PO7e>_=#x
zHO~Fq-2&xY87dAlf;xoWPA@dCE>dj|t+J>1c$%t*g2IDVBsqqpV5e)FGd_^G6SDn_
z>`d9FY*`f0@O~$)+Pu_aiOtApu5X6MA(U0Cmitr2EMl1bl5#OJa>VSHM(qb|wTU<#
zZr@l8LF$h`U3ST2MizzPQkGr^(9&9y#n`=w`cJY6%daNDVQZ7VeoLYiP3ZOi3Ok<2
z-Gk?WXj!Ln30l;ynt|D&`B!g7s=2~EH!Zn*l{sRfKp8|oKk62{x&m0;HLq8wcI`Ri
zd0(RuZT{9Q_(Bg!+e9#uCU^PlM${8AiNReMxTsP{XiujZnw_$Zr?d-8(XHqFQPJWx
zDG6O_49c{28TVxbd`{1Ds{`IWZtpcL;E8!6tBHKa0>IQj`EPDgq9uKf4Y3eIWDYjb
zUQhS%oRr%7Mf0Z2$FBGCqlb}|b41djuComRACJcc7_8wHy{_Ru9yf;rwdHpR=k~5=
zA=+kuvLvRH<i(l?GqBoT_w`Qw1{$k7g}*Xaiq(ap60(hXVf0CNl#KLN2wv#QE`rvl
zneNkC<UJ$f+1Og4ASSL0In@rcz77ccCH1hU^$QLxm)m*&oG5MOn$PCsW2%~e!K$fS
zY;Ks6CmPhbewmlzp#^jBI2^U(wcf+H=Ci4hv~J`K?YJEoYdEAKy6GQ5hQ03U`Fu6i
zqvmeB<Jp8^d{8IKC6KT0fS-K^uoai}qzg#eU$RtGs}Yy4dB=eCt&J=2aq9D!Hmd1+
zr16p04~vm@o1C#?iCi=qO)hpmnC}Ro-?m-(wK8N^_6Rh^i80>4D~c3cg;!d8iOHR7
zaxAz3>5~?dng)+A?N7#-o39?JOG;Z!ZZ@(=_dcggkx1jM*%`~;gj2QpdAqz>g>XZp
z*#oU~`Tm}2YS4m&*X>yw6yW7m?S%i>&Akj6u(PLJ&h>7%>D9Dk($`iCaHWIe_8cD@
zOa!D!85;)iPK*4pM6`^iS<RV>DCuzorQre?upvdhJ@6<+@j{eMASj(gc~<EpIdFTa
zD5(RRWcf|w6knVv-@$RwN{LMawt3+LF8VRxUj}E4^Mt+d!CN}h7evkKOQhtIqGk~4
zNg<gyl8o7zCN)4&-WC};zcz=&#uVg-F?gF#GmoOVRUhuSH|8DN-bfgjV9Q|0_2u3^
z4oFvatV)ax%>*r@L*O%t7a7)ucmhgtmqCHRupIJ8OlG0VIBi?vZ#JII!MBTFkM{2e
zJ9&IxpmbC+Pmc8dh<2#$+i*~Dly=7LkMfG*Lv6{<N>~khMjtEDp)SvceHj^}eRV*W
z{C7j^_yH4LhNmmm{!=ws9NoS`{8OhF?Hy~wf7am+q<OHbWmzO*oUNsp(mO;gS<mks
zy6D%-me&^6*PII4QT_4T>$%#oNh5i>5UmWOfM#_uMUao8rW@<ijcYL&ND*j@Z>6OV
z3zga^8hpdIJh4wl3f8nsH2G=EzKx4!aPzijyE6^`Yy}DBzLCv+Nlju1$Fty2MZsy7
z=JYTb9@-dH)!Q!?Rex((EB^?tK4~GHVu|#=u7u$rT*g`EaT0&^TS}V`a27nk(F5KT
ztO%XG0TCth!pNRb<z>@?A|wMLlJlijp7!;%()G(9`k7JR?!(X$q!;Ti#z_G`ufTqP
z+RnRdEE5-DIO!Iwv)@F(@NC>W&5nxcqRScumE>HmRt<p3X1@g<#aYyQB0zqymQtg_
zD0bN!{c$w6B^;8_&F7GApvd{%Piwc(J+jIf6G*mPQMS0%P_f5;#`xyy8mH)IkMg@J
zQG$Pt=<^7B`mVBt*EkMCxK5Cp$(_=jZ(VfDsagZdgQ6+Hw<?Q^AT!?1Pl-PJ0)VDY
z_ZfT~j0NDmO!4k@gB(+8KlIQ>-oZ(mX=e$hC!TpVyMpN45~VlHSm42=(AR*+I4S1(
zKnk^0-GPE2Ml{+m2;4Jc?dzb(h6-&!8Lv;5!_K6NlkdP@3=h!=ZWc1HLODL3x$NT{
zgN1oB9^M$dZm~%n?$WjoRYduo8rIuocQo6^i^#X_7pjV>tN~=V78>#ZiA0JPRpU4!
z0fJMW5&0wBlDSrK@r(s}4@!@6lYUEcD%|A#dycM09i7VQ{wyr-J;tnH4-o)`@q93i
zLMO#nge!EXc=UzKtOz6ENJxzKMLw*;M<<E7_?%gPL`X=C%h2QQ_|c5#8BBTLcs0Rz
z_Zd<z*@^|Pemkb#1s%iHxZ1w}JB4P+H3$@E*5_GZR!`-|xzEH8I#(vO$+;$Td*Kp&
zr9I2$WJAytRVisKJ8^Bv!=v;XqXI@8N6T+tC}+he_JVNPeXCI+y5RO+(5w6guqHtU
z?Q~hbNF!~wW;%w(*e~opl(d=qx&5bPzaz7GPc$gFdT^*8&tY2;0ynYU3bpJ?7W#2d
z)QJ)35%uPt`2qsY#2Q*gPEDP%gx9ye#LhWa{G4kpWMiMd#Y&>;N+BFi(gPYwX^9p8
zZ6Q7Nlnoc=3LTozImM60S+j&IL~MqY{UmITO}BACQaZkoZ;Cj*=dlCI3PVCZk$8c>
zGcl?R*fv^ykrZaRHX7aWx2$|!<dej+GNV~t00kW6Ne&mSTL*^bYAK`E23sX`pVlwl
z*o0SZ-AlY)oI`$ClAON3%(VW^nWPc`T}+W7C&(QqM*YazJUB?(@E0A<)AB4H9bqHT
zzgf_hzj-S(33x|qh`L$pY;fEWWTRlF-mP$O^O%08f{b!z#>O;`&vBu$qS$c5ML<}a
z^Y+#+b_0NJV_|Qq0dWXGr>vpwFHD!@1G?8FEm&`Re2Y+QZ8#BSrqSm^PLwH!T`2%$
z#1ua5j6J~w(5mggy4E|!z{wj-Qu@?eFV4T-D`$Cx8epE<Nhz)Ds2@aa6-uu9pfREE
z8SJ2bmB6nJFVGzcmQ~KdIbSO7qmEp3oOQ_Q!l&)2XWX1x{qpv(>9#VAgL>m~faof@
zL6>OC>nn6zpJ(W}1~l=goHMoEmkhJ}8Ec7?oSGinj3GDn2f+&eqmXeAzUezaeQ8~r
zf<;1oX#nde`}Jd9u8sYUu@>BM#3XxFr|n(Aj4(}RO(vp1&yl&QqTzvX_M8m3QR94d
zD)rEwT8K<Eniof6S|grUYrIGCd{u@l1}oxl{(W&b?~WhpGRM{sJILe-b5WCtEp=VT
zwn-Z!pF53@8g^m4Wu4rGdOG%_t6(voNq8xxoHeJyNApjburM2LC8mk=5q)`mQZq1$
zfaQ4x)aDa_d_&D`9)F1uayTXjGsMmlTmxuq(+Z3RbCu6UQ!CQSVx`b8>djZV=AHUA
zUZWmqj2=D&U*Sy6k^_<U>Sw%6QntX}AUkt57ff5=m#<8uXDYMz6t`cGU)s<X!{dL4
zGD>|oA<jj`kkw}*(Ce^;GT~X+2S-13P9z(%m!<SVANE6O48sWt{i9Ao3bXVIrWSIn
z&4f6XGhKZEuU_?3@3vtkskbWpNvr)!l6upwW=D=!9GYzvd(9BQig>m=s!P5uzQCI_
zo&sOpcjK$|u{vPuze@Ga5f-ZP;EiEstw5Z34|eExU!dMoOit3uhckh#vUz<m9Y;vL
zmNLpsNJuJM$F7*YFCY^vd99OGHVre-8}DBg(ovWVuHTyOI6@#3FjK?=VpjS)5{_PQ
z1Up({H>Kzg5Hv}+joZwGI|51##--TR&~RlHH7TW#;DUSOql(fsxewW~s0k7&*jT#p
z3TwDRPM9#y1&scwyFp6QT#fVhwJOjJLR9y(o(yESia%iBP@LPp^M9N)`dE~+FB893
z0k`>dVe+l0d5`kxC;J`6fYJB@8OR6K!$AV@g)|bruG(i66-3=E{dgY%m!kdG319RF
zn<#IPw7iCkE@bGgApF)j{BPNB2@AwU#FG=s*RYlrr8Y_QD|tzOi=@U1hj=Itvk)i#
zP<Vk45&rU6aA^^!An$hprF6bs@sFVi3k(Q`furD(qL1o12Eb2%Io<<*E*`)~Jp#bA
zeaJ^Iq4yQq%v3JTH-*GK6Jg*;8PzHfr_V?k>E8+Xlv>?Ze2}inTaL%5V-Ke`9)jk|
zqr(K=v-FDu(N|v`D-<$9OF0gy4z9oGp{~;2wbDjMT5QYWvv**c^R3me5ZX9&M!<&C
z>(8ybQLI+s1V0~Ul+?4H{BSfiD14!8&lcK=3FDwH+L!Gcu&JG(zyR<cDtzwRKf9g^
zZmub>q`zbSU)U`U$)mUN{U&I+Th-4RGg=)(&}XM06Z(9|;$C~Zlz;S9wMl}yL{E+&
zx%1gJ_Pq|-YVgpyofg_RGoAhPZYU^M;QFTW5J*Ln@|~+wAU?|(>QnMnopCwcPgOxp
zG7ZkHDNg98tJ&B!wpVbB;SHy0E~?M#+JlwRh^<AU;8{>ttb9Vwg8H)z4WV@;kMjT+
zK|vk=i1WuOP1TO4Q#H9s=|&c+3M4y#Lz8hiPY+%af+CZcy-w!6KL`JeGRA;Ze~*s!
zv7XBz1;zFJ5MDXG2MREiQebxFG4Q9^+}qOP>Y;pGZI^gOyt<TF-4P=bKVhY<(J*1S
z)WE<uR?BZ5lE&p3kZ|FM65*-xQO6LS<*^MFxByJ^&A|drRsFtKNOh;$9O7v<3Zrq_
zN`w<s3<f;8IZq~=kxk$NW(X@@yl56NoU!mO{4lo(?giYR`SHHY$`B6jEEeX0P4uNf
zgU$}|lT_qyj^yR5L;=+`T;HV$mlf{b7UJPV$q~+E-!iDu;(>xUCZ18l9vLgyYUS0`
z>m||zXyQEp7=-9d?DSkN<G$ihs#!-cK71m|;$Q=p)>*hJ!&g~&4lCVbVE#-ZcZ{gt
zzQI*RS}?(gG#1$#4$f03sZ{OAF&}9@&}e{8HQ=#I)tF@?g&Q`PM0TSgw_s~!tpBre
zL;?BQBkHP#TSZ&~hYQJC-xRFsAdpF<z?aGcFqs8~&?`$WuE`n~giFE4%o_$WP9c0E
zQl^|~BE?Pl8Nqv#R{iCy011-G(K*ZhY8T9-#P|lFYX@A~I~+)fxemIiO8LweK^U+H
ztgBZAozvJ!8|@v@l!PXW=%d4?=%U1UPur2`8v>e&mbMcHyZxd@AMnFNNvJxdhV&rd
z=fKcMOKMadvZ9OD$F{p2N)9`t^~yg8xkPL-ysl59fVPSoB$>z^hN0fNZTWey&Gz}L
z0z=%8kZsNp2f$f{h%na64EeA+hcM?EMMh^)Cxig%O&gs|J)}`M2XaH+%4hZq{>rny
z{P6(~<3uO?Mj(+pwo|(C(3v>nM^e#C>5bCf4oar?rEUD)k|4hp>)V7<5)nu9+xbDv
z<pVkKspNBcOOvd9fHiO{u;mlz$HMf3Bpz!_q8Y%O0d)u{pjDWy=`mX34^?~tK3I%`
z7t<mQ34-Z<xyUVWr}f{-78-5(c~ZMC@uE}R3Y_Q0DiFhXd#dzH8g>^%b{+5PWbf%a
zRek$EzUs-_1`g1@K+iR0r*P&K#w^w}tRll(3QpfiIULPmd)DpS(|;+ANXrGNvq!5=
zUF`0r3wj<|ulb_*z!!nm+LrTBCC8VFe~0F7+45|V?5Mx5h`YU1lu}%BGA+C+NEg$X
z*~z{oM|Bb?t_fcztFaA}YYI*VkeQ1j2t7vWS;{;HDGl+yv(oW;{2JN#aMwap-Y2lz
za$jlo?vjYcLp(64HEEF{xBV;2cIOiLhlkkA`Mi>hg?&*zuTSw1WQT&+ToQ1B6Zev2
zs}AR!hjvLgqz~Q4!c-^xu5N{==K+WEfT3szLTDp1F&>$>f$_%tPaZzw&wQM;irYmN
z{YiOo^*Pa!=odMF2+T+ymhRYIhvsTv69e<a4#$`kKFx}D+u4P1Y~Q*Yxn~Jm%VVME
z6|g^*hc_viJW!*Von&6++fF|LQb_uVgYlng*gestlb2qN@!QW`sEwB|S3)<OoXHRF
z-`0v=UuxYm?I8%!Hx&9US7cwZ;#J0DIRl3b=@<Pcm!LrzVJqn?`$;w?V#75)>`_JI
zosd4FiAXnx^I!IN4(Hc>jATas4Owh|*H+FNq5<zT+vI@SB98SM&u`ErNMDMuc%ZU=
zvMrZjK+Y3J;;Cm8OA3Z?5H8L}j-upaA5N;(vDn@n2YOm~)1LuWVbQID?O51p;S&@A
z79-r!R1RYH6N;jvOKH>|T+4*0^zvH}{|h#ZeVZJTFbP{`kbR;RFOh?Eh*D~FYfjv7
z{Ml#f+(%N_XkOI-I*NU-`JUq2*d`8u77_x$9%Jx&ugMH=b~aJ%qoQo^{ihBUYkKO*
zT?`k@c^d(HVZ#==%`xex#xIio^_T+TG=hQj*p)SP>fW-C$HOrpEpA&p-4($;sefg9
zyLPaeZ+08aVGoaidMZ^P(_HLVuvgl6+Ugw@IlOr3vXdMO{tL++GO+i8)CT(hJ>zj#
z(~f<;<x>_>*$A2l^l?WENT7u<@$5!KUm>1>lCSXH7m|%%>R1Dmpw6PC-BITMXEXqi
ziNOcOt!~UAUtPbkbIi7_N|zrFGrxk(=t+h~BOjQ7zB!eI686m?*e1YOtymp=<Xu3h
z(?|&p!<_dA+&(=oELx`9tvF*MX;1IUImuvl9K=*6!rE*7OlSh1dHfls=J)m-iATEq
zOX`Q0Gkm2U%Fx4nODq^8rDK6M+$gjFL0K#j9cV$=7IAAnuD2)7Jeo|<)^^GQkJCc!
z+37`LcnG)x0vkLJV!cn(&SIL+!_nNwauO-T@?K#n!XNlNclDK5aJgckH$_1{h4i7D
zT&RC!l(d6%0ia!E6#CVad?PT-U9qKZnX(RFsF`Kb;e;nDc4_@0wwA@z(wQ2CB>Egl
zHfV7sEu$iwW(FM#7MbtZH-7iXaq~QAC+hsBY4vf^nBo!xZlEL^T*Lsc%`^q;`I~F~
zE@Is*sDcGC;^PdNkD+KTm3;c9=Ugv#Tq&FO&ByeweF9(~BQy^O+oP^r#_Y*KB_z^s
zj}U}_aQtnVa&&E9-8Oj!AKM_3R0D|?Br#lA?irG$hFTfDUCeCCsb5g&%&okRG{62B
zLiEA$>B#^|Kv_4BkXS5HlJwDJz_hK6SOcBP>Bh>hG;)d|$hN}_doNur<y=pDF>-EB
zq<x7^b)4ageWn-=pg5f6EM(1BY|Y~rHju`0RY4lM_kHF)X2n&)0FtNG0$i$X(TYF)
zF)4jf@Y<Tu`k_tbS2^j{sMyD*o-V&GRu?~x*iNxn?L;EL8YR8w-Fg`mIw&IT-u!|a
z@DT8%@bH_#Av3xOdHaLayVI>u%!p8aGM_zOFQ;LB7$5wXd@>!1Y(x<5IPqtxKQ1GB
zOn8Jy_W_Zo%FS0aO2E)7w&o6N&GxpQ^tHe;blaVX-B9Qz{SHj(3%V=Cq3g?vsf^5M
z6<C(AR{|E~3dK#@CH^u&abMJTQb%D-+5QktMp^AOaO3$r=((F{zkUhYtpRxIn@3NG
zQJ*Gw*@@@lWs<Se($*Eus9(P@TGIG}7Tb8PjptooCC)DSB`~I9$5JhTy<{a-xH8Mx
z?ZBJQQK0!NmZ_YD+3~A{No1Rk8;*x*2q7`FE`Y$7#wc+4e*isw27U@<Ze(+Ga%Ev{
z3T19&Z(?c+I5#jLFd%PYY6?6&ATLH~Y;<LEATLI2VRU6gWn*t-Wgst1Wo~D5XfYr$
zFgQ6NFHB`_XLM*XAT&8SG$1cbWo~D5Xfq%%ATLa1ZfA68AT>8NG9W%a3UhRFWnpa!
zc$|GxcR1Va_tx5@w$>_9)Rx#{)~5ER6p;iW5|UW8)t*%~Ymd?z)l$^nHCua?s#&`f
zHCp`i-S7LouHW_f=kwh6Irq8GdCtSlVPGtz1Vh`y)zK)Nkccoy27vR%`d|TK!XPqk
zZW9C!3I78k<2Hk1un06t<_}T@1Bc))&#DmIWsHfF2f!Ha1`rVih=|LGf@MG;fG9`=
z{AVB<BLmPyK%F3PB*54Sf^mbBajT%+d@u+{C!7r65A9#lf&dKz9Wri!1{?*)Tx!Dr
z_CA1L{?ySJNBD1|AZd^YfY%9!bCUrA9WE({Uz9M`K^O(c0r@U#s-a*iXjfM_3Wp^V
z0RdnLC=Or`cSNAbfWM?neB9sw5daMC@cUU8g2N!Z0ahSk(4{iy*Z0@o{Y(2WGz#hS
zceozJ6%GLES!i0Qm<aqnu)jEEWwbZIS4dn6AOsc{2Z&0GNdTn9qyhf_mN9@J{;&c1
zJ68+kfCl_&7v|yir)AGSro($V9zMXoh4j!k1QZV7{qF?-8>jApME>TR_cz1;Lql8<
zNT2^Fz#RVTrU1OUa2UeF^?%Zh|JjQc4uV8Ll~9hzzaRuw9pMd!86a>_Cx8P4iG}};
zo1$QF3=)BY8=$d>U+V-A5&?n!!<jfCpe`sl77LL0or0ra|1qG3f}&vvlp{b?LJ|PM
zU?4tZpvxN;m5>1ViU1IoO5Omt_hoIMFba*kOaZug;QRrXi$nHn&|&}}1dD@X5Lg#i
z2+rvj`5P`GEd>DDV<1o$_~lb@!2L~#iU5Exh@&GM^AAk)PYh;{{0A&?2_qn`=u6js
zf|rc|;Yj$e4gCxICF%I<vA{8KcMr(l3YW322$To*@5oEQ1BpYpUAF(X)ypz&5DXmk
zZ==$Zf55*zwZHL8^s-+x40>tdvf%I5{xwvn2j(&j_uDpJPW;ca1LE>p;c#y_lx%te
z4V4XbejVC)T&cw3CA9KhRQy`^x99^B^JO(A&o71{Dsm_LVg)f%O08q7F(;pCH$_V>
zYF#X@gIsLp{nBG(u1{At5<1u~3HlAu%Aamxbv#5@wOd;5*@>ZGj@Q4|8TEJ_+!^J&
zA?UuhGM>4vA$Pm3;;7u|D=|;amN3QD_i-`AjMCC#6jwu=lroztlwT>0jx}p>VZYsZ
zznyebef=c8t6x-Nv3ur);1$F|I?Kk!H8<^p%ngOKwRTBnZMz}BDED%^8sm>gydejT
zp~1ZN*a6d|vCh#sYflcd2jv7=CZ!gW$3wc|wPij1wvb#!e<&B?<~M(xosa5Z(i8ly
ziv#Oir@7NlPC@j}Q(Z*j3QE-X?x|Zg=S8MWkB%It;HP{!^e&Vyq)JzfIZL`X{G)0%
zS;~Y({@Ftbn@v3x!yHwgRu@wMe+{v!zvk{IuaVcRZ6+GTqn$;h%7I^aUJ=*?QzgLs
z=d9qXCh29tIiEVX80E}^ybn00$RDoLn}}jSl!;!)%@69451Km4gkltlL!Xrw*ox6V
zy1KF`$z7#y9e&sqk@xki`V7dU!(*1)z)>f`;&^M!8E!M>E*HjW2~i;pbVRk09Qx!9
zbqW^5RA)1eT0w{Qqorc4E|#TLf&~Y8PX*)UFw?uJyxrTM%5gg*HB7n=Km4D~6Zq9I
z3!i<p(J=4!5oPc+3JNJ0VdLhnCZbjF2NbTAC928rryKMhw35o~v#5#XhnsmzGHx1V
zf43Q2TOB|ec;n+Ko<BV@3DTBLyR|cIME}K-Gl6=GwON53|4X(kbFg$)_k?6PD0G>C
ztP1jyfZss#VK4CIMcIBV!$8<*tmBs>=<@YlRKV&zo$WT#3}?U#^)$ZJuoKETY%1mi
z;2qBle9)H_%7HjdIOeSNVibB`Xrm^2=V<y(7-9rX=~3TRGa=ps!6_)*c758b$0>Ek
zOKaWPUhu>g*~KDQh3EKl(u@&PJz2M#_S~3=j@-<bdxTP!=bon;bUVA$zd|A-yud)0
z<tAsG&fBT3;<6>rTW{@#-Jdn-oJI*8rYKUqWGpZ0v0`b_kC$k4KiImXys&hCM=Q{7
z*yXT!U5EVk_f_SYo|f59{OK9dT4g`o>4w%nJ1bh=GcD17L^_@M**b9W(^qRBW)R1U
zCx!V2!S`3m@!ez@RVoxh)bE{HeZzKO^uZD(&=D>Hu6#$`AO3rN(6?d==nLPkBZ;{m
zH6!qec)|v#W1$?IdmY;*yE@k?a&ZEOL|D1Kj-4CdzI5~7re7xn$k$mk9@!*|GP{eI
z1dz9Pl+#r_m*T$5^Km+#BKO9rOX6dN$ItY<g^$JWy`U`CJ6C;NM)ibakD;o|I<TpB
zH@hmqFSZ1k88!VX>VpeYrD3~@2}5GNawRral2RiLb&>S;d`L<t?z?y}w{4|gq6y8*
zB9m%io5@nIj+f$o^NlVqtX{Crg7vM@wWmWJ>OX7xRdX0IdF{r-X1C3JrEz2FY-bQ^
zUB<P0#<eo+&rzC>hE-xR8CMV14BNlq%bdFw(&a_S5rK-REAv3wB~(0Br<~SLEYU>Z
z(khpQiYrF39=C<Rch!(j-Q;n5a$g?RUSIU`;259Z;HJ2pWg1(HK+~|%^}&ovCTsGn
z=zKd})pg%8*_c-fW`bu?Arv7@>1jS~O>e08k*D{rYaAUv9<In0q!yd@QN-(NBCORM
zHX=x}i;i_lpJ|w+`L3!cHn!7GQvsRWz-6l^hn%)QVzJL$ro-MYNkHA)asZ_f5htGA
zK@0_9xNpzLHm29(xA*FTyRHhZ>Ox(~Kb_=8-#ra0mAG0E_0dM7`iYrM54VX}`(Cdp
z@1`EGmA<iHZ)e@XB>7D`>!e%Y^qJnvC8~HW<NDm-!Q;jf(@cx%l&d9Q#$ItIk8YmC
z1y79u$sQKRoR<d*xJ+xArirAI8D!NI=3bO7McXaT_SGKNmfw^~B@eX(^O%|L=VVI8
zDd}wiLbOL|(=yKScIm@m6V>V^%O`cQxWKj1VyP~<8Q3)@cc)A$iN{>_IL_VLy%tS+
zdud&Amp*H+C(2-vPu1z~m>afSfwg-^B4RTPQtz@?WjFdOp-w@cJWAyg=vk8YxmjFG
z$3yr0Jh;4_&=S38?72ITx8QA(<4{d91*SPVoyWp)7M$ahuWg+qds%`;u*LWveQz`s
zPPz&#Ir|_n$2#svf!lI&IV^_it*o^3<Tc?c>2}vscwppr>(!rkixzbC5&H)zx0#Fb
z>X)=SyisvAX?$pUBMbu;#am~Z1g6|q8)WQeEqg-t$gARZ;EyC0-2qqkTl3}Rq#H8i
z#<bpghYni)Ct76~L8-dxZl&*6xnd(bceK>{XPd)HJj9#%vV2xBvy00EOR$+_{U{U3
z@_6x57tuF(iuW16Uz`~bhh?MZeo8Z&b0^DcM}Y%U^*mbu^b95uv+$%Gf_ZK`1w9T^
zaoAMDcfe@eRYLQ2ueXd`<EpuCZTt_!;>o29S@%m_0zST$+QvN?M)@f&#u_#F0&Wt5
zxSs_xPM!9=7SIYbdpi&%AfGzW$?(NK&;sZX#N@Ev*0;2COGsNXrz0_YQ9HI$nD)a@
z{=K)KN@b=}@8F&u51NViG?nIx$Evq1v@7=*FDIduNgN-^HH-&V!k6Ceglte;F?3Cf
zQ|x~EU>P?ny#zkBduMqnaKYE@R7Y|%IEvovO?#mQ5&v2?Y1HIn1N;VPr+vz~v7j_?
z`vXB2G?-SVpob}jl5KbyFZ1AN*09m(>vO*To1*=PSM6hH$Qpfu5Z~Us7nlo)O;u8*
z4CP#zAGAGc;n)#z-p=*wvZk_cmaFKi-T$GTr5yVHV}hVq<@@Fc_2nYpkKkRPlk4&u
zvQB3bwaC+h!*6w^<ZAfC>o4M^JgFT}4lRr_eQ$3F%tr1Tm><&)SgUsgrjb|>A@O<G
zb|Seb?slE!Tfxf>M^8@3R=~p>;cu-TnP%7s!2m&!2_rT`cQJ8#ehu(r+>f3sZEQZV
zUk5EL*^{z|Ws?>-p7O=zvZCW(m)NNy-ThsD&KE1cp1G}iRFcr1)xFk|k@1X%6Qs1q
zYU84+RLDFJhD@H>sHCZkG^3h{zI7*8R7Sdeyw#sSG7`F*c6;X7Oh9(!=%ht?;|A5Y
zjWkUYt~%2f7srD8Vsfp9sKtzAW_(dEDz@5K|4zXy6b%<NquBKBxx7-}RHf2nO+s-7
z5m%jcdeM4}wOT^ti!fav!%=zgpj7{f>ch6luJ@DXoQYmYI%!?`=K)mXO+L=`VoG+m
zk|PdgX})izx!^mm#VtP%it>4VzW0dn3XciN)3J<W0kuVo&gqA9kM$3YS6&Ia`4Nu%
ze8teWZOYYhhs&9<WSWE9cfHKzsGs-|UQJ=ZSHr}&Wk7-Cs0N!zTXyAmN%|%)hWZBu
zjayWM4WHqK#Ll|v4{AE5cN%R8Vn}G}_FDw%)q0Bpe0fx=d#%tz8g>dGA$dOZ#-Xm-
zgK7hGrPL&?S7!8k!?}gCDYMhX9%p8J?T!Vll7je-Fa`_$#jXk-Dv?5xNu^YmMf$SH
z7W#hGcIp;YdR7b{TLWu*tWW_1o~o6?2c(_E@x!mJ^Zdo;eP8FiX+vGIa$5tR_<L}T
z`ghCRA?|Wh2TXU8_3D$`m~&^&th_`$U(LVspls7b&)ALCo9VGDzRsot^r`;XE`9gW
z1+ZOBlI;8ykI!lorBLR?XIqEPxbb?@$Z0{w8*ynA$pby!=tvr4pmX&H&A|4=E7+V?
zx7ohPkw#CdGB1*T9leZLB)Mdz*m}Pssc+Hti;B5{I3GQ0l{}JnU-81Bd{orE!AAad
zY;E~?TmH**=3?(QOC*b8NHj9{64S<aGW=f)S?Is3Iq9(0m;itGaU2Z$3LYZc-4D!9
zWvz--R)f2)0%s4nSRrMRv}SAjN2*u_bO*s0I`3NZbnHORy_S#eWsaquDb+rb1dq0^
zy~kf^m4iR$vltP89x4^}r2F0T`|clBx24<c>2oweRx{VCC0!`^Bq+%~$66=W!$-%S
zoD+0rRd?8E`HTwM@8h!&z-%GX-{3AVrlO!FU^@>cS#2JVBFY=Qk}|o$84YeMRnW&R
zvBRFq8!(4lRkle~<o@#1Z*@H~mG%}MI1XkUFZ5*eF6z;XsbK-0K}7qZmwryo4bZvd
zjybrOmhgGJ=eHj6TK7~N54s@+CmFLC%{eXefN!4})}~v(-{F3TA~a|QD@DEA&lP>x
zEZTeIZ5yAa3{aH~wcL66^U$fqp^#lxrfzacPJeqY^{PnmJ`=D#V}i)fZg}89o#GZ#
zSLu}O_H}+0&t{vele6k{JrC+14q0v!NsLF_1zGO%CScMg0FNI7iLYXf8vRmeKlG+^
zLmBym?&_*h<CHafJIt%h-4<`gJ!R|WX4TqUGyT#k!XFay9;!yy|C&(_DsHIR=g4z?
zjacXQL)y$l{=w=8TT3V2C=GCAVk`C}*o*dE(?MD2fb=!@w(St8TR`+2J)zS>wj$xy
z_D+rKJU?uO@SBb?F1=PQ6>kf8niTxXN8lgimA_OUJS6ci^<`M%YU4klm>p>?9+U27
zzX}!&bvWRs3v^DYo|%i6o>O3ZWGes=`$BZ(?qgP1t`c>&B(2iD&o3iP&O_+gpJ!@6
z>bug7^qt))g>Of17TKr2IRg6VPLv{{sEa2bC&T4w3ztdkR7@E6vY8{9wpX_FJ-gkg
z$K)FulQ_c*^Wxh%$&O?=^-c-1tbQP>l!vxXg(>C1o<V{4&ILpyQd|oaLgMGNhS^b>
zW+ocBTka3_JCo>h$^>KRG2{XMl=Oz-$#NC~Nsz2PZX0DSr~tr}`)EKDQbi@(PbH{Z
zLDTdu!s;5KShxaV>$($N6k&^t*ZDlpEsAZqZ-P92&bJnqS*{Fo=Oaxin~1GAXy96k
zEzGk$)6R{05>!7i{NRK(mS?oLaT=bLIxW}cBTPS#HnSwm8l=>hTCir8u4d3pMXM)A
zoae+%EU$i~08$OA2~R4pdK78&Vt=4E?Y~oj9WQW37VmshS1c7C+J@qhzQ`wRkv<`s
z(WZjSr}vg#J2m7IU85h+9N?YkjjZKHQu4Ntd=`W9S@F(?^rb8i1c%>c_dMTYaASk*
zGU`V1>D&}9H)0nY(8dp7AMcQ-EYTvx_r0b<sSDI7r9~wh43RDLxA6LXe4{sAI1)6?
z(fRBhq~0nJX5Ng~Clm*TvCW!N+;te4v<m8zKh`3@FbHGa5*_7`9rkpj@84ihaRsq8
z6c2A@(aSwox>7*k;C)g=RwB+G3#Z;x?jX#MnG%neI&}#<nY-B%60d1FM954PcsvlZ
zm|pdD$JjmG2#@Xv(H}XB%^9{k|2zqe);p=o)w3UIIjPETUzv%q@4O#L^V!ZQz?u*E
zeBuLxJHbb4#oA9X-^kB62B2LXpviKZp-A$facw{>Lsra-lsD)UROhSva5wf3cs@OT
zV$m#=E6Qh{rOOxPV*!NVkA<0A)z!DI={NJ|m0_&pG|v|y1KM##R=Hm^_6_N<#y1um
zk2mv#H7exy1ujO@w^obvO*k38wa*SnN?Va@(B7&!z81~e`{r~0#b_$Fg8EpH`-D2_
z#sWc3)TgBtv4mqZR?NLYSTe_LYKp{Vs~O<`ZqVvEs43D6SHIU^|3&|PO}JR7Qv4e}
z0q<PNDjU;<9({~(A~vZk+o<jX?e*GSsVS~v1@(4Heu}%ZXH=|kg2e94`H9>H4GL<K
z(|o5Uox}4WGM!m*z8MMM#8|HB-fh3(R|497Gm?xSitN30R2|RKE{wYc2<}cGxN8U&
z+=9EiySuvtcL?t8uEB%5ySu~P$uH;L_dPf7x6a@9W3M%9)$ZM0yZf1Wrn+jXd*b!d
z2|Eo=!q<-M)2v809;@AW*@m3?+<GZoqA8TWSD@Zo-B*_0K&hl);&a1}#2*^{AUoVJ
zwqVyi#4qDTals*`NUS^lh?n2Q=nWC1Y(BB^Q`EL0gMa2J1qa-Eh-4kwsgmjBF^h&|
zVMOUPqeykUCLah>c`)Nt)*c1cL8w9Dy|m@t?Dxin1J$R`f)`!7-4Bnp!fHcbw^1TP
z%(AmDq8QC==|{|Pb#b<*w#&JM6p3ZmH`92#MYwrzF~U7RG}+sVaXxK?GkC<Lx~{zs
zRN%)ROoV%&5IY5_rjWfX2CkKu>I0jGoL*(yrkx>jF!7zVg*}fv{fTq6+00PLy{;$0
z1Iyz;?p}&eX*z`L`%_y3F|P?7jGFC4g#Mkd3(jO5m;_kCvbOXk9KHaRaqX-#n?!`=
za(1jp>t6RHD#Eth^|HkAE;zci6Wv&vF;Dos!_Yb>KIF%<=qmV=p!eD=2f@`swQ)a~
zm><7!egEL#ERHXQ6ZolLy<Lot0dck^o}*Bc-K=wD*r)r!Lu0Dd90_V;ipEw;D!!KN
z+X(hPIn7YSGBO+A@(4MWtoyfb0tIZJ6-MwIB$1&~6De*6OqzvJ)|b`}JmQ@@ucn5X
z87m2K-lsV)M_XjrQpD{@t_?bi=C<R1wByT5T(085%}Zj#`!0|b#3&{`KUAvShG-`^
zH(%T?@KI;V$0B?`<sn<sa|E8P%d&Ss67ro03tk&rLDY{zd~GMu-I3-o%KeX2rPDJT
z7h!|<t;Wn&FuEwUGD(SdJZJi&os>J(yLiS#s#r&Z@jbaj-(<n%*k<i2OP5}OQ*Ghu
z{}$<{|IZ@b1Z*rU|1E<3O<uw>=L>4fC6x<8Gy`PcvQ`_>kSwTBNKGuJME3NO5KB$<
z7ZxXA{EO52!`9uBnuYEyt>Oona!q;Qk>&i;v8>}hU)W7rm1nC<r!*CG1<l)pwUaWu
z#lv~{p;+6rLkq=S$ZL13MZ@}n$Ad}_oQLgda$bbv{e?#C!&i~-uE&9%l!-YfnoDD6
zkscI}=TnHYmtqa65$if#XB8RhP8`(T<rK;b_ovdjkqI8`_bZV#lw<Pkz4A;OQmiA-
zY+MwVf~Lo?%~{2Lj8%!g-|l3JQ@V9|?P3#UA(i07bDP@K^#os!=L17_cI%z3cl+1b
zAX36rp3l&C^<9XCGkmA(3vK0iTZ$f6Wsf-1%M*qM`O<!NIuvs_UirG!Nj+A}6-R<y
zuRL5hSbxZ_)kZ&_YrL<rT&}^_P_LM9DQ1zVhF=<g-c62<?>_Hab}qAc(#+k|!8U_S
zmJk4!%Zkd3vLU?j9{|e9tnF`$a!qAY8*nECC(cQ;hY<o6lF8I!p!*<R=!_WYD*-Pw
z@{t*Xlc6&V7Xuyxo{=k{F(s6!snO(hK?>OmKb*xJD#281?x)N*kbXZ?r76=5rQvDl
zS<|(+O7PJJR?yK#$tNFIY^@>ttpc%hvDA=5QmYXW9VrxB+JgY*I6wA6j0wyY#y+)f
z*E~uOCB@T2xEFDWLo;_(Tb1DRLon0Eu`?XP93$Kb+z}-dyZmH&J3||(XhF#&Ec~qg
z0D6P1ce;Cnx_xuJnv5&Ja(Mw<yOg>|8HRvo5Y>i81HHT>q^}0y)E6=IOuO%Ow_;|)
zj6E;Rke41?wBgdg52fhpwVt8xzz_2czXOCT)DqtB8Z#MPuAL8z8`UpycO{IzJ3jUX
z4GG|fVTB3yeN#gm@U3{M)&A&I?A<xvQms!*w#0D;F{?|q!gj|*M-xp+4Y!O*4L81w
zo>`C@?$yUI+Nlg;u9R+tEdgpiij9t20*a|g4TnFH8lH&_Vm`^*1f<K_<Y@qEi47**
z#W0@R@&H2(1%uFj-$Dc&k-HUfPsUOnywt~or$Qo+UtZRxxTyFL!nLNbcc#Kqx$J(f
zdG+>hK7X++pWKpiedroD4!3Q>UwRbYW6&5E<b7~iZfjI>H}&xZ0^+`R{2Nyp{$sAP
z{ySGA7g<nS4izf`!C4@CbM@T81At|#yucSo253T-Kvc8qLCglfZFj#s+N`*)fCwTE
zcJ`ea<E;*V$;R_|e85@s;J9OZE|>-cx-D#XHy<LONnM<b@=hFXHZSHMS8i{MXQd7f
zx$MV0WFoKSE}0O90zY|R0iGe=I?lYtrh4M`{UR%#=F{!nt+rja9ai7seQ)p3J_apW
z1ma_Hq*S2(Q?#C#<1^>X+?KwQWY&Gc!&idh3}Py*i~Nl8ZYB@eotzmCR0my6DZ?J?
za0MNa(i5`C?zyoIG2Ar<hTwxhi|F^yj=ND*$r-C<p}f4|{gex4QwORIPU<_X7gvNT
z?n$n^h?~VOPwazP+xHHQsa#u>xaRdmxBYaKTaV73HzwC&%B{C;E$S_zM&@(Etk*9t
z^Nt=Xk>xxKMy>KGb<08?N3XUcUxwD5c27VQ>(^-~jBCSLAV$ctd<ta-qz4+K0zT__
z$&7QXNmGE1s?fw`Mfu8%k8(iffaDZO(}80!=P|VicTD5~=d8y=gyAM>^&y0zg~ek6
zcP}jqep^zv_dGU)CI}NsVewnW!l<*8-R+=Uhd{edW<#^J@4JRzGc@ytJ^AP*R)*5P
zv4S>dgUfExZyPLUy9~^lN^-+Qd7Eva<V!p(@;zwuES+)(YlU&_yt~Om6aCB(O9lP#
zF?sTbxRRmLkbA%`7$)hV--%IYawg|&SXOhCYY4UIk10PWP?j+I9B~YOsU(KJm+j<p
zghU4Bt;S(Y-PbBD@zfY@etyaqW14$bQ#~1uzHzmguxPP)y1eJX>Org1p?G>bg%aNG
zrI2gGHN}#Q^lt!RT(0sZ)kWD8;q?6>ZP3_*?MC$|NHW!o@|uQ131I7(nIu`-L#8Vi
zt5GzKk}bGM1)ILs>KI0A62sxD7{+v7Dt6tnZ>iDw-%^8#*}I#+rDm;)j*bJ!>jYq}
z4WQ;REjxcZpm<VbH1Uwc@GNZ$t}Qk-t6yYv3c&v6*wkQJc9ixl6t9X@in9$8Pbcdb
z-gJKQ`^oet52c0JRe0fFWM$%_;zuaeno`|iD*Z#&-OXq5Q;SQS2-k<cUu1Q`cz!h8
zV^IG^R*z-g7A1G%98aJYm50v1k@eT}-~Zqd^4|<=WXeB=6_Hp1q32(QwJJ^`d)Vlk
zsvf^9+8_k&TKChVUF$7ZbT&5$r0R5}%X1No5#Gzg1?qwYR}-B_`LrTyWPPE%_Vw*L
z78lo)u4{9H_WhRHZqwuRz3&4<_;IZ2lx}VLEq{B<<<|3fx@B5(^-IRrrUZ{WkxrcJ
zyQ4OL{Ku@Lep}upnz2VK_KdDxzx8vv<})|7fK!>OnoG~DKC-cAo0}2OseCTwXFTPJ
zD9<IP+s!k+q+1nJ%{h2=W(}l%oRXdxm1T+ahpd#I1dc9!Eu!h`V<M^tOIjX9Cf?T3
z(B`ASNenX<lj~{C)P((ST&=JQ8Tq3U&u7_qo>Eno&Q0p&hLFypkc*`UOM_Au_Z}Q-
zfUIg61<Tg4a>aZi73`adh_saQz!{0a^<Hr7(t49gro|5UW!l-W8XPIdlTlmy%~v8^
z^hGV*aWkS1i7@_P{&BFCv;q(q;HBI*{!5#=>z_|xDKRjQOXTQa=t4liW4&dxMMqqn
zaLi2TOe_jJ=c1tvjyjAwj1t%BhnLk+Czj<OPqkx!o{VaY`5V+gyW=B@P}#`Ty0bM<
z`gO`A8#F-k!#-N|wPIS0+HasQEdr^Q5eutdsBL^zqxCkGM0QP1bd_N($s!pR>HS4j
z`d?I)08rIM)$q*FM8)tIRYk)z$$wK73RCbf=)|ZGK-KB6EY4T}Rc(Gu-9d2!s7f3O
zpei0?-^=|Us<KM~sLG`)o|+1vD$O6NMkj=2v6o{IC$t!dKgJryuC46C>+Vr2dHOU0
ztZN6Y5-&FuK*-G3dZxUtdO=-*oymBYah=~|n1;!OUc%VjO08rl-de(#r!ix^cfFSS
zu|;VR6Axf6T@8O*(L{YxLoQDMb=9cYiKVF6QG{&*9I5{BQuMcx-7+9GT+p-$@BkDW
zQnKq>P_p}KijJ-&#4ujP#V}q2YH5g$_9UbRXIw&mQj$b<q9pbFb#MiK2iVJtM{R(0
zWfffzzJSc%QHHiL0?S#U%eUCt%8G@6q~^i5G<0!IA@f|CWDSrsO`UvRTjAlKJrALI
zn7BQBS?@itMR@`$ym;998&{eBL$0zi{`WMFZ}LMH3!hMzAF1*}zYKP1<K4X{B&p#0
zEE-FZS=0=3L|6;P!XPC2(q?;7oAp(l1h&L>EcFrR(dP14e_txZMc3VywzrsjCZDX{
z<H6ni%)+9IgZJ2cnnzi6E}NH|CnzCrG@<T&{XUWESAEyrp3o1gX)ue$FSN-E^;Jz@
zqJ)>q0GnD@mf#JAn=e#VQME6dKR3y@wJYP7wlCI9moK!n2dZik{U|bX9DOv6=ql_b
zpZ59rR54OnQVf}O@;xph5s(pkN*|rWy4Qs4+csvd{9a-<c`j2%%2+1Oc~SXl_|~Gv
zO2Y$3wORA);sSPf&)PID-r|mLQ`05Hn1pspl?zIJM#=m=wNzmDXf_XF>$wuD!=Y>=
zCU5Dj0$dwQS@q??rj|dMsx`T@`rM{=+M<DatFk4@wo=&6Wu;;9Mn-iIH_M_17JFgX
zIbE#QQ8<%ZEeIj5gCFoa2JKIu%=5&1BIs-bLCJ7#gb0^%px+_5=0F9?gnW|4EGjN1
zm~t1qKeeBnrjhUwN4BnsC#*2QgZ{3~1&+s%4h*>j`6HfCHzbyhY!&)C|DBu+jlOht
zc6@EH7jr@cTZqlzK2oC1ejHPrm|;+%69>vw8PN`T2mNDAfJqdlu@e(xk@rp>$W)>1
z#%}HyRDNz!r4Z;CI|7r+r2ykvkhKr&IvdKBK3jx$-*5xo6p~$iG)Og>7g?fp<N)??
zBYF=U>0vbMkHkP89rpmXce6sa5u{^ucD#4}2Ra$-&*+egYGys5fwMe4;OGdKLEWJe
z&N-psoI#tR;kTrcqYi$Y;rldGNYx?txDf%*$}VXc8-}wu+llJ7afTkfGA(|F$P|W~
zs$x!LofV;JXYN>6Nr@+}2W^FVPIb&C5>5yz*Sm!GKV7-^U4AYn2x+1@06Q!@zi#E{
zSr-SR5q(4}L9GuM<-C-}UlZh2se8r;FWGIph1@-CwD}uLnEykTu(A9*OC&5)J|VSU
zQq={1+4puqA6C>?R_XW>y-;J4T~z-gz&=FJ*Z-XGwe8WMPek>49M6oq&(dJUb!~fR
zWH)f!VRO{~oU^p8;nFDy;3(qP=dbPL;VlkLz+bik9L2Ks^wr|A$vK_|<z)rO>*et=
zOYVCMBgBMJb!AWTZzqNL8kBQ67Wm8cXZ*ZwdyW>#kDc5Bm)iKFWN?m))v$=o&UfkG
zrSi>@P2il5c6}{h%6Ya24^{_4;@#{g8}S2gf3!@hJa!rE6`cpMjdp&fF6^D&YQt|5
zaVx}CgCLVtUmdj(Ts@xH4cQ6Yy*!F=?Dl|DpsKyw@Z=hsWOR1Hrsk1IOL<rqS$;{;
zTfMMiPeVYsh(nk$oo;Mh-MVaD#Y<CpQdFRAjT|G-Cu(9j%E9Gy<S|!eH4h|5FR9Te
zmY*yEWwrBsGRW1hZ?|DhFUEd-zu%w)N#$#RBGdVmf`lShEy$gap@YKcxRQ1Yj~pJ|
zM)OPOfKioXCq)MZ45~PUkpD;Ku`@QMX|1UxS>H-Rl;JtA39kvdZr#M@CW`Fh;+uX4
zfI&0)ZO}mei$O!~*D3!W4VuQk3>u@vaBBhfj5P92u8x4AlR;Q(fMH(Y>v(ICM!BZR
zH7&E6rAGO_155jDCK_S65$445h!VcR_hfo5JsZzxG0A%@{Ct3)crilUH<!{MM$fCs
zumU947Vre{6Nkqb`+5fFd6~9iz>mLE4<k2jk?I<aQuPf`lw(f1U05J<K{|J1Z~$zU
zmSyJy${Fm8)R+W7*rQbP6m2cx^}qGGHtaEcraV_Rgct!o9JbPgoxzl&{p~AaJrw_+
znWv=JZ)-O9%bJA(teM9Dr!`CdGx4mBORcPrOYNln$5nI@9ZYfoOiuw{H^fGJ#_pL2
zsPkc4;$nDz9qHY&7x_s~yp>F`uf(Jy(NCR)&Wb)bSe*r|!-d%F{(DoM+M$YrL-#8h
zd4u@RS8Z9b*oJkyJDM6I`R9H#597^856FGf`DAy{&FfF5f8#03f67y4_J4B|hawi)
zkXjC@8UlgI0B$0)%Rg=+aFs|DCRpP~v*2_iZ7~gHp5ay6;^t#$G}kW(EFq;P4)P+|
zCogvwsEZa$_iWC9si!9%t=!?}!PqfnQ*&|ujm=f})8ON%<81LR;=vG8os@^d?X>PQ
z+tp?BCl8#3?(dh1zum<BKvtNYf=9zw?w2`4{KvG69gnjynsmfRCl>3L#dLSKxsh(o
z?ntiJ#|$Oigk29Fzmrwduim8|(WOSith{ND)_0l1uBG-AW&vebkzclOKK6W5QF8}G
zKvQ~>7dnmf;)@O!l@+d5@%U?uJY2ZPUhdeA`i*L3L(A7UoYOT1r<;w=oe!R-5NQuy
z(3u0%^N05B&c^fY03;ke?JkHq&p)0h?mg|bH}&w~cCO8>)h0ilyT3GEd@$y0xik8H
ztx}q7fP0_yIL1u;vHAI1Gql>WU;B5-ANDm2Ml52#W}m43VXz_;)bMmLDv&rZf*r=)
z{zRw@bT$jhhFWo2ailP0kU3p($+u8!D*sMaVy$0fwJck}Ulaj>%9+T6*S-aUQ*}|+
z?|@#%Lc0dFrrtS-J7l)%n*-ThN&!VzBlj3=g|FD=u$hY3Mb6)70xe?~IWk5*5nQf-
z5KfF0MM_)eMj2*qF^u=eUoJi{cQ2miovv7EDFtxV($q+4rv$P!$pCJoaY<@RS~{Jq
z2fac&j4PB>cbF2nFHwez4#3j%fG0Fe-6PGduwc0gO(TjP&John9bk6U2>SGnY@IOi
zkYxH}DGiB`M-8U1tZKby%ANQUUhsCk=d08>06WuTt_`P#9vGcyl|3cheoZ{>cgEGK
zMsaQ{_0piPt494?l=HI`eQoQ`bO5xfiLnJ_c>pGuebiL!oAUq%a0d{&aaI`wtZ8R#
zQ60p5DBXffQ}{jqBxa>zpL_vKFagCJX<K29k~R>lBBN`ZgP1O<TjH&N2Aux{b6`Cl
zp@)n?XeBQK(aG;O+3jL@0dXAv@7(ukRyC1Zh>|1KvRmU&Lao}8%L9e{`EUq|Zd?|S
zF0M&=Rx^|60g@)E6YFa2?tYS+(CSw?<+ImAq0_r$59l}Yk5_*qDeHes(tnTT3`I<S
zLTY)W3g{Lc>eM6CXqQGcHtUxqQ9^3|yd<q7g%;Wqfg^16nqGJ!iG~EpM)JY2sJZyZ
z=-tkAf8cms_l*Apb}3Keq!k`Edi*JCKfst`C0}-4Pqx~Yn$otXuM|aYj&n7LEXN<3
zEIUq`N@?7Vyeu`r9-iiQaoaz`g1b%~=R6{}9X>cN&xFg(Huu}J9Xqb;by+pDH(Ir)
zJ(TZHI=#FQPbFT=Nw}^)dxrn0p60E3UwVJkC&zka`OP_}_Qqd+HNG1-IMpYqLAE+{
zOntUKM@dc<1AbVoR-JM1y*n!;{>Nnebg5X*lE-BvYBZCZ!B?l`K0}*pjzo71RaS@R
z*rsRUk+$7+H?9-hD@t7Igd%&+_8*3B?d)vKkL?X*Bavgm`8#&zb0Um2Cw5Cr7E4!B
zG)hLTUqhQTAj&LX?*Ne;2gmg?F2&gw)3O{lOlr8~kyMyG0YV|d_0L<dwxD4?GkA}m
zcdXTH2`~M@!s5sd!NPFDxP&`%wc_Sv&*36{1;K@SKfcGH0t8;)V=!Yd{|dZ@hCUq>
z-Pd7~0<~kAFCfvJcxj7`4S}%{sdZ+z5l8fD;M%r=NMfk2#ktC@g&p>cHP%DasR>6k
zt+n=0HfjJVrji&W2mN*r35G=k0q)^2lq>w0IPz<jt9+Z9rs*`mnwD#n?K{i>tSO6>
zGRgzW2u71!WBve9j(B+FxNbK_l7VgC+&956dd6nm7LYt~c;`_7T{FG|;;of{cxw;u
zG3o0Lg0ddCE|<UZAV#C!d);Iy4~a0>41j~lX!uNjvs1zg!E5+@RkBsW8<3uQO%7lv
ziqn{~rzn7-NE!Bd<Eho7sJ9G;Y3~3G4f@5<cF0|`^<ID*XGFS-p=3iAu@$Bcu%VX#
z5AmorhVi22cTne7)aExG0W3XL0K7L;!6xtiPZ8`OrYqoh`fLNy9+jGvAC+3DXcKVz
z*@mobOZ+KJ3aHB_yF-ldz8i3CvQv|ICJ(;Ci!t7N%8cU-;-`i<_6}sBg}IER7RAQ~
zN@C$uIC-lfUhi;4ytL%k!==rz<v-7RxWB^<ByQT{x2zaiL|4Q=SR+Rkc#-%UMcMvC
zin6oO{Wm*muJG&8$glbC9DnX`=jMx-1%`4w7M&~tCu6ceaVsDpi>Ox%IG*Lz<57Nn
zO?eyX@Vp>Waa!IEU_|d5tdGx*SRaamJnxMg!opYMJn_aRmerY=5@JtxPgm;OTHDgv
zdU^Y^oUd%%G<m)vy0dyh_aVAp0#?FIAK2z}wL3hU_;8&+$G*BUzH+uorR<8`vN%2q
zb=(xDton=?mTz|Swp-ITK5h3GVn0|`K7H_m>dCSkTKB`sGiu%os#nyfRbPz=O}xYW
zNmRH|XS%Z;?2#g81d)ornm?a`_mDuiaJ+F`erA*0?<jjmy6}Rb%IolK>h_vab+&VE
z!_)3u5F}W$+F$Ak4a|SM8cB|C$xC(Cy|w>*q$@ZUBhSo#n15M$zFFycJs}z7-co$%
zzV&$Hc^apmu$xe9j%Fr^=@Iv1(!D13gH~bi09+85fT*9yCk!MsKU-!f$ZRciaFBDo
zUK)fRU;zm~@GJ^oBB~@)q__?`Z9Zu(WHKrxqn>e`Za!fmP|0Z3Ag>&Cn9#V7s5%%-
zU0)o$>3lcfwr4;%;7AhVg5kg(v~7@XfVw`%)-Dm~RXQ0*D?pQiL=%ej!NU}R0w;v2
zGyODxN|uo(9{{o6wy_^1q@FDnL(q0^YC^T5ZBPN%CiRIAmE{j~=bm0tlWM%*WupPj
ziWATxq!jReff8&W8XhEF_q$7`Ls!V&?5dz$AZXwT&Ut4ym0jdz4fVl4JFTEmj0vTL
z&^vtV2mHoBSSXFRZ5^Mp=oxipw<v=U&UcJ%#mWFb2#QS^!pBtldCopP%}UyuLeNc|
zL_?v^DS0hE2z=F}bgjU08iM@Ujf!?O$pLI1jRfTSPy=1QGtb9L?nfyC?l~OHvs42K
zkuzC{$&Mmg_{`;AB<a^;Q!!SaOlGomiivx1j>=hOaf)=l9^Hn9S@TMOpeI|opj&kh
zpLn<Peu@^GrQqGC8_IdxRpcq11WaEDF?U-me8}c2_-egtj&qjvZ(VB2>GTgsb77C4
zZotQ|9}Gky>GkC3$zD1z7R*Kx>wcb}eBu|fXNP`VDsi*0yxUd_+O^H%*=041PGD`=
zkSB3Hf!-c5oe68gaUuE|d>3&eDZiJp*_soXKRK)`nW`Oz$1&8l=ex<B&Hb?lzHNT{
z^Ria!iB@z8r&2EK+>%!Fs9WcAKI4amSIYGmdV@T_){?y?v4iRlbe5#I_dt(TYF2x?
zO>Sv>rha13=zIP4vub_xOMZ4kKj8zLOAnv>1>NvQ&$4-&I?G>a*Y<^RpCO&vk?j9=
zcVPc7cZaXeR)94@QaUDbcIN+k(GL?V8(=ZeUsn%F60p<%`pL%D4j|G0x4TEHnyT$0
zTa^cIyHDhx2qnQ65Q4nAx({{zm78KmZ0J&w=H?T~AL;W1{Bu)>%6XRwD1iySurpRa
zB87sCcg$*PjuQahk96xM)i<>X#{&{6^v*3n1Ih0U(^*?!J=Qro@_8v##|#}W6wIv;
zPtoQliuYCS6*pm)rVpIIC&O8;mxoafPj|#XPMlA!9v=MXqYW!U83iXM)VcS>P;v2i
z`re4yJWtv{AY}!@;GyR*6+faj-e+Ee_ZLH1F_Lz+5Ws-6Y-n`k9=z8eXy_@PgC&ux
z`UwjRr6#iq>kG69<ctB6>JOnYKopmm1t}5a1wu~WpF~-;L5v2|GOjd2)It$t&5Y$L
zGXSO`LK{M42C7fwjdNEaP4bP}OV9f!los7YjUZmWTDUG=<olmqu0Ak5$WT&Nxjl$F
zQa#ZzQ5r}66z?81aIDQhZFI6oK3DjbBl&58y(?NVaQR9i(3&lT1wnbUhFmfE$vOyx
z31*sf7!s|ck;v<lE;G<DctT~9AFp>gkU$62U9^e+pl?tP(Ys`xK4;Wix=a(G<P6GE
z=`3k569|m=KY*gMl!=Q9I(TIY$oQY$ZI*gYeCeU+`{YIFXf-$<+|cAV-H~hpRMIEl
zr9yDMhHnC)6fS2ckkM_z_0_`n(25KRG&v2{+eyYtY&+J70vInS;Y{5RwRVkw3JZM;
zBn|DHQUlD=z-!tsNCqwqzO3i<X%ipM*&iM?`yx%4X7aQ)MDqIh1LdUrGF>^=ilKe_
z#+kJH>n^V&ia;M&X9t*~{sYwVja>_C8eJZ2e}2x4owX&$d>9)w3jr@Qw@vCd`BLPF
z12(BCR*RAkeTwkI@~Yo!<aJ}e8i?1+n^56jZSnJ`H*c#lMKh~TrI>3yE2Jx5aL3x&
z)!;yIBIx?^7y8D(um!R}at|d<+OO7eK*?#`m=P4JW~=koZMm{Ut$Xd-p|Glmb$?~R
znq3fDuKuRiXJ^1<F0%aN){Hd#EILcIjgPo=FPa<s3;PGlK421CF+7%BLWHEwENBkA
z?ePsDhxnDEJdu*U=x9>QMWCu`LfWN^k5~pH2C87P;{{yxfXqIxcW_KLsW@Wn3yjdX
zKhBQ9Dw(}IPxxfN_k#yTA0DP0B4%i$8W#JO3{+1W+`n`Xx0mPjQmc-nRPjsX!g(}&
z5k;)y_308eX8u@huO24>Uuh4<9P$~S--5;QI?^77ZjIJIa-;i$Z=oCoBS*g6Gkl`d
ze2K<aX^StcbM>>HshVy4fL9QztIW)QaJTdcH>;2~Wbc4Ln*+LelBqBQGdqHCb#}FJ
zy?YUSZhes14{}4#oHIaV7^cW{0*kT&<=|oC;^t(YuQtP7xZ+#i`-Ht<lx2V^I3zrN
z0bFy6P;R-3717vFo5gjk3$KSrh1)MGTv6ps;BtM^jXgvwB~il{Ip5Js{U~qH3$-v1
zelwjfWx1k;Ih=ly#bP7$?%4kcFCSjGBfz2}V>K-`L!+Gy+^)E2AeQ4kNif!N-z~N~
zgu~=R#tu@8a3ya@awL1tCxzvVf+svB!`%7ckYjB&tWHt;k`YM+1MVS%Z?~Qr!&m|%
znSJoem){pnjK-N>#TM;87t%U?8=m~3-5pvT%PLGuGiiBhNh=wC1h-2bIKz!{K9Lwc
zml*6;A52qDTV^3;-p@gCF`sc!<gpf!pG0520lK()K0SS!!P_?1G$klYD-H<Y&)`5|
zt1>k)3rFL0vQ#X(b2PGZ@KjYo<KkddB9_%(b}D;J&AdQ0c&D8nAM%z((rQy_7z`e3
ze90P_<vGPJ)Vu3Axw$#on%?)XMNd&q?5o=qF$@VZ1F77?3=s1LXq{Jz$Sh^~YL@}u
zlUXY=j>p$scju;)Z4?h(HzZIBoUO1EJc*-!drJwIlE(&Z^X(JnQ8cB^{yPkhNLDkh
z7;XBK==Up`7hlAb!iSiuEzH+aF}hz5^9m;C)n6`%Pr~VDvCg;m-Iq1u=iPv3wPI?9
ziy)yWJ7lO6f)_+)$CZY;?5;A5m7Q{xI;*Z(8;a2NlZ#+nRknJ65X(0WFAQ;&erVZ+
z+2-|bI!1~DR-(%i)^OeGA<oCc2uO9^0{Mx3hk>-!+d*|^5BkG-%QsMen>_Lp($jip
zW%Saw!7IYj_jYU`(IY1D@zXUFlkt2ufp9U(VgyO9dRY{Hpa_H9RRToN1e%~92gnMe
z#H-E+a)jHQx0;1LxRO+}29mN%1Lp~Edm&~T$MDvhezXybL{esc!Jbh>68G#&CTLXt
zOs6pKwk_yw!J}nxuG`unsIuujbW2}Z0NmpQX<#^L-5t$}uo!LH?XZ=D-p^kLTfd6E
z`ber9LyHI4kz!t`U$c@Nt$g1m{wu6~RKu%dfM*k8_Y#S6m;SdBgHpZ)BpYD`u!FKo
ziD|)a=D4!k4SSl_nWJW(KFglc<FYSWHjy29Ok2RChrhHNwMSc#@Mf6t1<tQY@!+s2
z`5c+Cr{cVZlEJ+*QJJ2X>pBar3)^1B4{!?I=hYKl+TgHd&f9BaW~)?@Q2Zd<PgF<G
z%?Mv6NN+YK6||zR^GxgPRTrxBF~MV*q;Vh3(=g0eGivPh{EF)Y&7_vha;>uTejy3#
z^X)M;=x#w3Oom6-!l0d8zEyZ<^C1kd!-7LrQuR)<-egItMf|Pv!!m3|Hl+iDG<<CM
z&3l84{B7izPIV3V=EGu9b|iGV7dqt(CWS34ATp)tmE79fuoj}gt)M5#h(Stra`dg3
z7E;A6+(yFFLC6@h=MeG1uv`*icIBA&lmkuIlo!(l%U?u3$g&~`vLy2j5Z_CBa6w9a
z!B#^F>4>=0({Mh%KV8ebLx^V10)C3+NsR}`IduE_t~s(ACsKA9Uc{(TJbwSK@v=tp
z!tB9>8B(T&QYL>W@=idWcBXbCW2ufw(CVzxsi%v7lRk<p5>k~+GZuwBC1c>@J^${N
z<gJmGQm-6JQ^>I^137FjJ6h4lbEMiY9tjXN)O0%0<~0`Ppw^a)yVy!ljK0RX1Lh?7
zk6@_gKSK%K_sK$>jZ%!pxXJUs^>`4|FMe?vp9q_BTgEEXuG2T>kL*a8g5)&f@nB`j
z2VKGZOvnj6wdsmMtYdLcUi}TfX)x0?oM-g__jGpg*42ek&NA<?)c7f1K3q4jXi35T
zEWLNNfGTptudm06pl#ywxeIm}{$uA{E*mqIAD%_PhnHk-)UGpFXQRngi*gnQZESmq
z9{ttZ-sEWbX^XYdfICz-<TDHh6}~KSm{OxdQi0uY55utD7mXL~_KLgyQpL>-L^FzA
zwB7oSx}@`~XV;XM;htG@mXW$D!d3B62*;>+#tEyu^zOvm>+GrLxzScnzsF^?I>;23
zNpo$@Nh3~KKXr<xs1m)yNZYmbtj#RIgRHRpCd4V6SOSm_pM$<D*@OmbAT?(gzzLpt
zARfpNo}EPFb*{HT@htY8)eTo=H_of^>IxLcm?+vEf95Jwg%qzpnf+?@*lJTx$vUl?
zLYCasR(hH80Yk38{WJwRgXz^qUd|CyU$J?A@H-{gHHY*VYn13nZuLjR+bPfi$6XdD
z2I*ctxh(8_^vkpCG`5lpzBH(>HgdwyoW15U*Ri<w^HelnnYqx~OF}hE8YIf!*UdKJ
zBQ;XN-jlnbnYy(;g=U;o*X0+v=W~wpl9HRO%pObT(B$1u2f-eHBniaHyAGC-a!P&<
zgo*5X(MEE-$DU(7#=m9ZzOBCV27B>yr#*81#I^wpjRDJA2G>9%VqU~9%`e4vB@V)#
zOA7A-Sidb7;e8Y)T%x&Ja5o@yZJO?3>h!?!`Vv!J&tA8CY2jHPv%|ycxYK|0qQwjQ
z0*}Xg07Iw**cdUk)us12peKs>Ow-YiB5Z`;fBo!|LBb2yo@rV>F2@l1%xd4ZUnV<Y
z>{xgyPv@vSjlfNv-g`GAO~(YCb*zKG_Pr$hclo&%MK9W>MA7S*xa+y8q}02YMEyFU
zF4oc3ky&*M6WC1B)V{F06jIv)p#?<oqiSkpG^E0{SFy0LnE?syYCqWuq9F+l!^5Zk
zxl!-LPbLNxLG_hO)G%ks6c->Z(MY}tnCY}nE6;eF%yi^|M~W@k&MF~~uD4%jELW+&
z@_sO)6}a89J992xYU{={Ek8Nd5H|x`wJ<3tbgbH)XDGIwHWco)vymewHNzW|JPFO#
z;CpZ$OyA5dXygw1c~eVo&g6bld83b5%Ir0B(@Iv#+%q$05uWb4bUFe=;RJ|$wLc6v
zZnA0df}^Z4ahU1)8EJY>sDRh8NIhdaOOu$a8k%E)m}RQ)2f;Ue@q=GS5@H6Ma$*_L
zYR&PzEMCp)JxCX?Ru+-$NUqLSOIrq;0$T|dJbuiP02NNwE#=elox;*FGFrtqSK#t{
z-meG3IjCPuxorn$h*JZjJ(ugD^IU4{dj@l2K;jo|@*9g`P$rd^Nz+(XQ(uPg$N(*X
zN~i$FBb^@UJdA}sNWtN<R+w*d-oSaK5h?0t%9utU86RM0N*R^C@Te>d+1MEwS>ILM
zg$XlT)vF6E4^<W%MH^%&ej2K0Mg5X61+P=Q!R0=@HUMhd&cT+eHPCQ<NFGJBczbul
zxC+xQQZ$YDdbI4_`+#1cssNn|G#hz;6wyKxS|mEgi<=?GA=+xHA|iagDvqAQ#m(k=
zEEkM*chWh1WC4ADFqGGn`7Q$X*c#2?YPWib>H`w+BI8}bkBk1T4RK|Py>;C0{B@Qt
z5iu4cR_VBE>6&WCN>Xj|vBv2VMOHzp>zEri_0YP$h={!I76p6$mCO$4P;5LWvMRn+
z)S;G9&`BrVgTymYKKlfA_F#rNPb9po`W%fzq0J)Tssv!4gkh$p5fM1lKq{Hy6^RW*
z(!?*e2z!C1ryGWLtPH3<30M>#^{Rh_>IGCEn0e=v;YEGsW@W<IbW#)cvr#md3^XZL
zg?=x7GA@b#!QFsbp8SwOop@g8QN3z(9MQg_T3KfOlX|<d!t^Awq^Z$3QSc(J-j~2f
z9N1U{-isy*7Wo6|ENo0M+#NT1ZxeHt!nU2*50+0~5O17iK81r>$e9^5Y1?ZKoiI#=
z9QM7$lp2WO-2tnUUD^lC<his5e0}g;EXRTY-{YXod}%zKQX_XdG=p8rDxo2EcV8#v
zIT2VLzZ^8FR(t&v^bjEvH@SNtUTbQCCbVBLThtl7?$j6f6J5>4wAMbFTz`99hm$6r
zgN`EM)cT!44d1ca`_T8&C$qivxv5#j0Zj*o&gz*t{t!-92V8>HhY<^W$Yx8=Gy1Zm
zj1<ya3`sPZpO5W)INDV7Zm(HP9)Da5ZYntzBg1D`Ymyle^RlFT73$1tT67r7QEghN
zuK>e$Y_pM@Mga<%uQ4tRQSYIi)c3|L&QGNw<L8GyDjXsyt`uf9jg1eFH@=CQj^&d0
z@!q6NwLs<l>Ir>FUC|fK*(q>2f%Af@CO9(RV<9Mb5gzqiv4k=N%6Egn6l`7_K+E)0
zR(8X)KkKo-S)Yn2oi;wGH%%`KsAfX?Ajk*!1|pgs<%$mV*QAQGA_?f{v*hL*%XX&Q
zpUS#QD+RPcL-E9!!^^gzVTAb{b}E(U!<tR1x2(iD_8wV;9J`GE>|8Hz>PJ29>w?C!
zYaZLFKxt1UGi~8}jDbKnhJ)?|>F*Mo&Uw7Ky;qm{x;MA1Jg)Jh-<HVsR^|xhgvV>Z
zxAUuBBm%CesGLY36e5Jz`g$E_{k*#s>Y5HvO$X2ZN$9x|PU9m`k&&)*dllcfVtnL5
z2y(Vqi39!vrTr$17vzLKbusN%R<tFdeiVlUzsFC?Y)&+_5TN>F9oJ_Mo|+J5Uxm58
zz_Q{5tCz~pNRPC99apWbyYyw0)toE!#=@R2bwbAH**fk!PlLF@#nO#3T8*AVuo$PS
zes^kackMnKP|w<A`)L;9iP06OWb`gG)IJAwWn|eQJ7EeMtKZtd#{ZUu?Qm*t<Xw>~
zlX|JP-P&_rnI8+sS$wSS2k^kk&W|G)Scyev2?{@}AsHbB^3aYD$b}$9?NsY0yq*28
zN!cWOo41TXH@oE%=ut0mQpGOPY(x1<oj|{D&&Fjt<&-Vj4byP_03@PxHH&7K+LhAS
zm5)>U)wlGlRhDSv3I^YvN8uf(=u_)rfa%r8@Zcqv_Efb>Vb`|jbibbEwn8<B7Bp)u
z3)WX7EZN#GQS6nHH#KgYWH-w#Jui%%dTj1iXST1TqcrBs)Dc!l^36~VaDXd2Rwvuj
z)e|zSz%}2bu2iL^w@k)5x?DuKuJCQjcq;d!X*v71lAK;0c#v#gO46Q;i?M!p-N~u(
z$vWV5=QB2X_SCEYkp7p*7$6${e=;Bc8X03?V`clFBV)gR`W+c#`R{S{UX?`~Y*u9V
zF~v3WV>9TUQfuq)YWgCTn;$sORYYe}B=Cf`zUX|m#?WZF@pw+}8;(L1Jm`v^wH5-S
z!?@ye%$ZpBQs9Fnt$`6z8fjPX>u8rWI&S>*xmm3vL$3kJk8tBND%s9w<QYNKY-E-#
zAGBO#^e}?m1}*>mr42u+Mt^}RaVnR0!NL)IB(bX5U*ce&{C6CKWjHLvIto8Vc39Qy
z(hS0wGl1bO=)pmcml(Q1kEd+_BSR1vHu}+gz3m3-%*@!K>7=6Z7P^WT%X}wCvo58B
z)!{8WY)%4q2~0{0r)3TOG?)tFrVS?rCE!;X|7h$VGe-I`jPVJa%m}AC4w9~iq}G8#
z`9;B3C>#-lo_>qgr$UsRMi6S$m4*+7<(4sIyYo2=ZH6;F+S?11@w0EP1kbH)*SR!B
zv{fIY`li2a$T@IB4p&uh7kEnhm#*Fc%Ti>TN-n0W0EWXF|BBMFjY_0unA*&Nce<TG
zTZ!{gAp}e|l$mkP;5$+E_vXk*aGtPhsLJ6rpy7KB_%G6M;-ETLaG<0GUq|HN4hmmp
zVDXtJfd(=eP6=DIF2dB1J1aGeWr?JBxQz>VU^VzL`G;d5&Z3mQXEKk^42#%BkePz<
zS*Hzs2YPRyKaC155ZC?%q-3LBx-ggFwIel`coL{OmN^XE1VZRyU?q6V-hw##b3Ei)
zUflM&^8Nd5|3Md1IQPqC$81OH^x+>bZc5?p-yRD0(t=is4{DIdGFZ!B;mu%*pIZ0a
z?`F%9qT$9pL=}XhFldE{&s|U4HPSPvwm<b^gUfkA4v}RZHGZ7UupD=T5;^>~)$8P&
z+k2Lotp<{06HdM2Od}_T*IsB$Yx#*DTROQ@f}8E!i%YsaT?#ME1mxbm0CLoC%mU7$
z9?=4Ot4XL$Ljzg61~g9YnP=9W|10zGM^l1(Y`khSFX>CX)4i5=Ftd+TUZK^beb_&h
z_?64<QuDD6CsaRRI)}z%p%x|asa<C&K={_4V$IB79v3)3<q7IH<=DU{hZVik89Hqq
zUnZKjk?7(oD#{@BS704VCKr1i{$g1WwJ2FI!E316YmsjM-4aT6i3Pk~?C7LvPTfoh
z##EfkGSM=naH6j$v&o(Fa*1Z5=`g!Byh<0w+MJt3Ogl}7KcWuBlv$4TXXfFB<*X7_
zrD+U@rU>n8fca#uI$Rz+#A07d?)2Bh7|bcS(PInqkM4XuoM8OerlVytx5XEdJqEQ1
z{JP@4u3S@`Geqi|q2h(h`0+#C(@&<~oC;OiDl?xUDpv&T`A41{kUZM?6elm6rv@ww
zWSWVllIhhL8%tGcp~|4E=tcO<g)8_!KJ~enyLp+qZYN_Tpye=oCEYJlo*)&rQ~umm
zd;YPp&0de4tBzuB`VkU7<0?d|b0zLGD7hIVN?oE>GqPpH0h;^0Lh><I^%dI;+RV?c
z+6xs66jPqbp>>>>i9FTo&u5xUFHbMEdubl&aYjQ>2YKWPm-l)%C9};KqqOLTRhsJ8
z2D_oYoyz5!;r&3W5{Nw9y;j+dN)nLUs7&%NkUGMRAhU5)yg_(hTKdV2BqW6p7~Nu^
zPYNn!uo~J}J{Ye}GmQ7nb9Fm2;=DHcvEV6Q9?o@EzgTJf5TVCItv2OqhL33i77=dX
z2;wgxP0GPytL_1gs*ceu;-&*0&%i|@9FN5*tP2Wb{z*i)@3mKi1=p`mAo!88j89aB
zOdt`LV5G>`SQ!q%z%v}dAm@O$3AQDQgfNj6*oqA!!Yg=u=u<gzS3$&C*^gqAhenh~
zAA!XFGo(?h5)er?E@Tda^aG#>I48(x7tm-Ttq3i3Fa=WR^Ao%^8k%z7Loaxlba;p0
z5m%A;CM`}Lx66}x{AnEy8lmcytxYJj<B_woepbuXBpUH68Jnq95O^65>V#*nbVORT
zN!gpw!FVHUbn0b=GHh0Tl3n-;HC=><oGmUNzUs<-?*_m`91&EnBqrS!0W1`;Te~D7
z)xkHD^0*cl4niLN($YODm6aYfw|))+<bdN-%$e(mhw9Io#P^^%c1<5161uJDjjd<m
z`QIItzt;l=+w+^4tMOTZT%OQp_kgf^nGcMeG$fnf0<8gVCzOTE9W_d-P71Q}d3WYX
zlHaT}?Q>cOq6X<t>@%XT#x?jUl{hY$v2Nna=?U}^)Kuh9WVgrt%QRsmPX^78uzfp~
zFvD0Km59fTMJY{*;@+*$GLxe3Qgc$s`3&^rlC!dQbP2aitisa;$?4)D9+Yz=dWPqZ
zQkRP4mpY>oP3QQ<=Uh_j-*@cjTZZ$N3)JL?J{aD7(@<bfC=*v5fdu+dCm&l}R@%gY
zKd%rRiAbj*x4rdUmR>PQ{xsyiB{jmk67yxb<{%?(IBBJMGa=FZo|3Z_--F}Pm%Z;y
zQ`4BOw+UCz&}CxlO2<pN3rkgsmWTS)+0-&Dym7UhHIWckErruX6`qq%+B+`S$Gz3i
z5v5g}(A<u<>t;mMWjOh43uC6ML#qQatdIS&Sk|-qb$qpcdaaBGX+&!xP>0w1<I}#t
zldPm6j=s@|Gx+&pY<I5}lh-$=Z+rFm8~C9*9IxeGsF9hDNW_5{tDnlsBO?$(mDxL(
zOiJ&$iA%3tzSp&S5LU!~I!!J#JIq{6;L@2nU4eZ$-8&WTHF9FX#lunP@EbSgNWoV}
zlWS<b{>(;W_`GlBvzE_8F!1Ci$J9zuTG}k96qI~te0}LOR}P`{b;?b)y+GvEmMu|p
zbk4tEjBia2k|*$8ycA@nZ*J8xItyt_U{IwPrV@?EK-W(pQXQ+VbwVEcE}^mZ`$|)N
zuJl8Va)H)PpHo$|C2rStcGo7`o0s@`lp8fj36eTpC$pboQxIitst9X7^v32w9Qd%v
z87SxMC^K-vBtc(0M6M={cg-}prPs7|f1Fr&2QKEp@l`~b@&%}PQ5(&|j2ie4=yQ2T
z=4O(VK$Q@b;0zVECSHq$rFRsqghrw#LE&d<Go#1i|5)$c2E6}crT-uu62e3Abi1G-
z5n54~ldFUWcoz8b$SWz|bWzncWNCBT>MIschKe}?FPh?Z1o)Lpgvo2~ozB;6&r|dB
z!hr9k!D~w`Ef4;Sio?pfj;H*f3&1<2woESN>^_Z<3cKAJJfqAWwh_jMII{`^#1dof
z@87x9+PkEPZA=K>6?FQEF$4@K$XxKX6Vl#G0$0|X4X3Y5pj*b;im(S+#f+J)$9L9N
zy*s;sC7r81iW3D99@x%sD+K~(%5cI)-0kv66OS>36f7qIrwfiHeB?h!wlK9(6%&xK
zFy$3k9816}n1!0Ww*c>#bX)E)y1P#Igx5(5gpf-ThF$C0ag-hvR#(zzXB%}Sx8VVf
zXdbRd3yYR)rs*haTKgGK0$3^k^PT3nH-UMZHxc{J9Jyb)P;ZT#0(*H41rjF7*o5IH
zu1@qQl2w^|tV4w14!qg5byP-jaZVsC)Jq+PkK}0zc;ufzGhit0SX$2DR-qQ~zZOgQ
zUeZt!Vt{B^;C0H_xg7`FehofN7Fqdm!wA*p%V)(W)+W6BZmr+VALbCr!l%El|MAfy
zNE}@tRml(BssiW;gENu3hb%%1>59L;ss9XI%OjUH)$yWY0gv7*hM7x}`stM$c%z1c
zv7nP5)wZn=JDa8%rVC~+v!njfrfwj{pJNs$=Sq6>nZm^UZZ6Ui0og%Kk+}P&tDWPd
z`7)qCO2yZRvbGh;eF6pYr)ZTbVu1d6^m;Y25|u&GJQZ^b{J~>(qC2&)@4c!!Z{Nue
zU0vGI;BbhK8O9g-tB={w_}J$&F#q>F{l6~!<+HG`w6i5pC7`Eg{55-*1qe*P(qDcH
zzn*me5}5z>6Z5aOze|3tNc=7QTJ7{(__dVcx9}@l{I~Ec9rd^HE9LFC@Gs4P{L_C*
z02BQ`!oM^FQpo?5{7W;-zcjP_OEX|a@}D~Y(#-OYW+s+@)G+<g!o>2A5~e>onEt3>
z`lEq~<sSu1|GWJ^9b@{v52!2w6YC#+tpD_iiS>^@)_?lM#QIN{m{|Ym5fkeleE>J-
zR}Yz3|LFVe8Uenu{n5wvM<3fCeSn04-}Tx4=wth%kL`~>wtw`g6VUQoTG;7Z0M6Mz
zEop^qEbXlT=ZN8-f1;Jp*E81sZ0Q6zr@ydep=TgqWoIA&w3ODi0W<_`TuS$+s;s`P
zrM-==zAd0%e~SL`+N8A&^?#)%{Mi-tS6~0NpzX7<ovpOK4Zo$im8HcmbpWT0-_p#|
zM$SrG7mx}epzmO;t1m13`G0WpzUUhp8rcyrumSc(rInM=wlyXAXXvzY_BwXIvnfQ(
zfBik}KV4A*<W}hG+7Zwy8td5^5wNlUav=ZNgB75Jft~rkFHS$|1O^5I0`iJ_Ek1;T
z0Z4D3Hw4}gcthX~fj0!+5O_o24S_cV-Vk_0;0=K{1l|z%e;NU=d0)_9!2lqF*I6NH
z`M1v-0&fVsA@GL48v<_#ydm(0z#9T@2)rTihQJ#FZwUOqj(|2I0@$xufY*~IHsAm2
zgMAy{8v<_#ydm(0z#9T@2)rTihQJ#FZwS00@P@z}0&fV&`=@alh<uFb26D3w2|#0C
zL-O$zE6xlh*og8)^5$Q+2|yFfWwt>Jyu?&7F_w9PFlTRM7Ubt=gO(%{w5DZR;#8yQ
zVUF0kbn|(I<$Y<Hg#8s*c>BB|@P@z}0&fVsA@GL48v<_#ydm(0z#9T@2)rTi|1ShO
z5}Z6eJ)N8|!i8EjPOq-6wzjtR_6ih=<v)BgsZ}YT?WQxUUtG4hy|}PpNTNmyZODKF
z0(uIKLHs*TB`LeRyN8E|Dy4O;t<Rf`$iV_M38C40`}=_1pn!lnEJb<#-moHIWo0Fs
zVqt#%ek$TYGhw=$E_H0z8WIG^OCo;@^zV%hjXBcdMZdqM%DzsXoSZmuMR1}40h!T|
z;{UzAl2mzld9RMOzv%(KY~hq0M>r=Apgz(6SYOr9(2z<~?p2y5VG{xJ?D=EDP;+y0
zr`GuCZOVv2&IB79Tfx^4_ii4Rmb7V-<gtSUP*wA0S<(Oi`}_M#6%L=CxI(f+LqpfC
zoNR4vJw5Rq5!zDayu-8q=OMAAn46osPh>vO*4Nit3xnNR;Njz!mz8m(jlR5ikj09S
zAXD8}`Vz2lafM|YapASMwDhFKytn#LQ5om<@8e!0cfG~UlXoVI@H9-c-U~vN5s(fe
z%B~90qWJJdUO?s@vk%2wb~aKc7M)2LeP=u~R`mxo>Y$$QN<qwS-wK#~iR3|u1V4S!
z3SbcTF!Vg?t%}p$ahFQExPPilnAKS4zID%dWZ&hv?7sy3_0jCZ^&#);(`9?F(T_Mv
zO}F#jr~AwH$CGCJ!<qSIR3M-qrSFJ^1nN^<GNm$jMDn4e58k7q4kt4o29u{ZT>TWo
zW->zBw{;B^{q`Zvx)0NF#d%lNvbEM?xhWU+lZ^3uElB>qT|gCzyiaG{$Mvf#g>w0T
zJ_t9tYQNLh*Pkws*^J^xFkWgnA0*FMsx}-;v243v55&jgbU3=&p9GwfSQ-o<Af({U
z2u_-xmf<1qsW|fA6EHhFJ8$-dH(&gqI-Dv**{^Q0N=i!FO|>0;JZ;ag<DMfg1v%=A
z`Wp$3_WjW{3RLSYa#PR(s2CY9_i`fJ)_h=3+8$44H9g%|TAabb!9^6`0RerPZL&XP
zU|`68$xLK1SNRzX5=Uk_Tjsv*k51FD=JP?mNZ>h$CVpomB@&0-W+?unh+@!dmb_Oh
z!(XqS=E0GX<GD)Rsm1qwnHsGw37Q`FL$vKJF4qUSp@980a`$`@d4kq2*9-I0MLA@=
zWHU1}*Pd@z+qYuGY;0_FoY?Y90L^ZfY{za_Ju~b&f6$hKppO21lsgfeCqdfHU2OUW
z26blhHggr)a(Ut+O-(>RpU%TD=!pW#0}jjEdG-Z>MQgT)5?*&$+u08aa&(-?0>A6@
zhJZrADK*&{|LmpGtbvh64fwyVT)^d|r3e^-zJr4U+~Rw(?YqrL&z&Sg7R!}XyYIk2
zUPPE|R$6eHFs-h)l7P`5o2+;F1GG}KdeU<2W%~9-;HKEU9|8vqA&u~F_k+1Y!1yIn
zSm=-B6B__0V#WP-nM$!tylD$?pYpgmoTUx0^aEUYq-hkNf*B1*Q`_7h6$+#Y19q*Z
z%Gw?d08L5NCm6(vfqL}^Apf0sfbR|}6<U07*ze<U*xA_?HJrBrCnU*k9nf|6Ccp)u
zbH`ycnJ4k<tP>O~lpd_Mdm0!Rz)7vmF&Y2V>kGpaNvJEC`0&XD?*1>zJ0wxaCBw9H
zx?;!}8Ew}(ys=r#zBK(W#{N7I3+#U%#^*il6fKq_3}wxdEoH5cExSmzQYtD@NQ9}7
zNcKp!xXTt2N!Da5L`1f%A!|zZ^|?;X`}zLn^VR41_210scAs-z%k{dh>ztX#S2wjA
ztmpL{y>XXCii>=8|LEu?>|Ns%Ls8E&7w2jAcK&^f)hQt+=C1*f&{fA)Dc@Rtdj^mu
zcgZhEJaBXM7Oum}vo!b~xd>2`^=2ytj%6xi*LwsEpY_DcEm*GCY&$j4Uwd-sV~Pr6
zuH6T|{o%j)-i;<#OvtXB!oiuQn=95$;o{e{nMtmLZ<kSw%iN?2H<ka>D;+K`97bA%
zr7x-7a9x<?G#S-7oczat=(3S7Wk1{`?CDFTmK`pBPIh7ZgGvYDz0=Luu2xa_+S&-`
zuP@1mQl{FS(-3>Y(ihe4b`{^^Hkr^-N&e&E?&UvpVLV>W7aO4S@M1^7%*>2R2Rc}%
z8Dh+<Ys=62h0hH0pk~xhGnMhYbwTAvm1xaQlR2G3$$y*>Uj8%piCY?ciM-N|oDM4B
z{^Jj=_6^%ac6!b%eKfkLj{PhdA8r=)<i4;jI3#4ET55Es$zq+t|N3zfXQHn5d2V11
zED*rQrTT8)C*s+))L>vnKJL`DskSSIhK9n@mTHf!8j{{c>=PY$pe1>hKIKpL<*SGk
zzM>``cRZGHTD|VdYLx6WH~bH6gby!LGw_omKQ+HNRp{3xY!oPNRe$zJ-#e9#TRQub
z&(g0ASU!;6CaO3$JTc6$sJzGNa`}%xVj?PPYSQ!)bts~4BQ4LVsi*=q=>FOkYU*T3
zscF*b3Q%HInUxLx^H^_3CY5{n^7W^up5n4^ar*O*v9Z7cIjme`;%l2!-F3Hboki#?
z{$bc*rP(_I^n>+@87GQ8DHj!0;*Tt<C+|;KJ}zlA)cHy_NPO}iUqFUl8Z4%jyJKBn
z^X5&MoSSPM@1Hy4P%aQWwK6Bw0&+(Sqy}=eV=Y4>@fAy#|B9XUl-KHEyV(bf;AZUA
z^I;I+2>&6JKVC-(TA^HpF15oc=bmIk(h;NQR!8b2C_Qz2QkK8l#pzJppvicRNXg1j
zA<bFA|NOE4s+im2Jd?PUyKIjH3P!Q#1{Ll#{$Zs)jJFog3goZez!W^bf%j!*Me1+A
z;(TSIisJj1m%rS&af5OZ?KxNpRfRMGug@;1O<$@bAJ`rHLnU0|qN!I+L!BTu_nEhW
zoGKkbn^lvCRg?F7ExVV0>jrt7mw0Vb>EQX}51#mY{DyV-9pmw{!^6W5<!@QH=j|JC
z|6}tW=gHx5wj_(U-@1yC44lFG&A$5AH*OpIc@gyAH7_ROvXzcDz$w2`7XN_rDr{(D
z)qT;6`4b-x`7+U83By61ZOfVX>?c=%IHv^t!L#Y~yKwrV4h_|G{gh*zE}E)5DbJWw
z{(QJ>3EBU$x1Pe0voP5jRA7K2T6j;$Y_Z*WbfJsZE&F>J^Blke&_i{k)C<cGj}?6w
z5V$CHMro$`soCA$?DC#>(4rA*5B6M8l|1!#U@w}V#%vltr`qY$eS;0jK?MSw0Y4Ym
zzjfIK=G`8zr{H|w3EVKuIK41((arg@uLN@YJ`mHVt6w5fH`_`X%|2l(w`lBrc+i8Y
zR`IBv__>dto}Q4edqIS)zXV8*lHXdbCX^pMeu4LPW<^xyvTtj-bJXbuxlU$8KVs`b
zEOH+Xv#At#k$JY3BS*`pyH<%!U5*7G`S(fz)4aVoa#8guMpGqQG^Ib^5p|jzzS<jN
z(0-{>fPe**v#amK8zbBnXW}CrT8h@NZEtJP{TQzqO}VJ1LOC)?Ir8tr{Pj<N(Qz)-
zQ%q2jGOmoa176jZ8hha|d%t|S^#JJTkNpw)PmXTtHd7N371i9^<vx^}`xP5tjPK~0
zW~!yN+humVW4=$~OoZ(r4=VbDcXqM>W^VY?r(p8Y9sTAY{bl0lkH58oQ+0zJ!Vu9*
ziwhagp2hlHGed6<;Su>0ztgMyo`6x^619rHzW&tLHZ$ju=MzJX@!Q{G+nuMrMg{}~
zxJnN^khHh*QWRv)tT45tUv6#6W|q?8mbYkSr(+O&wW|sZ&@a6Nci?CL-l~^!OuV<y
zH^Q;|Hm%I~`-+fV#Z;%!@8hFgoxI%gRo-26{qf+b2%p+-&yJEd9u-b^6z~E`8t3Dd
z1~`(e9Q1PmdU1z*z2~O<@7%e=D&utcz6htcW7dUMhmq%vhrSs^m}mEepNmya$^5|Q
zT*tTEclR&Qak0`lzA!s+CemKtj(2##&u#u>y$ab)g?RL5#U(Xmef^IXp(cCIeSDG-
z=QQ1QOH@=eZZ1fp3oR=zVGF<S|MJx{qr>T%@Qr{%nM@dR2ikJ4tpD}lr(XU2AH{jm
zH>((ppB^u|(e!678upHbWDWLXFRWRN!XJ74_Eg71uImQ<`QuAXn$9CtyW7KqK>fG5
zdC7kB%p-@JM%ngj?CTAF8^m3{y=ii!RqD#u?ZweoChN0pKZgYg(El%A_<Te-o#S9)
ze5~3j3A8&O0U`3SHtLa*&;1LX>ywTQHJ^zV;Nel;nKfFtRDkN4z7TLG9%YC#@Z!4o
z-^Ra-MPEJT)xIwgTTBFVXMaR5Z9ij54uqYLhv#g4Lapgif9;El9Y>P&Ihothj<(mB
zIXVPAc<|tSH>baT^R5(f-v8GhOFp%Dt`y^!&+z+eA7y;NF){r5+%BiFx7=6eE|;rt
zM~)-GIawOrTC;6WqS>2IQ`cB8&eXVZMLHp4e^W71`6I*W`ai^L+6@fb;n2$?3@EPi
z-^=}EXZs)CV$DHhVb*9!KUuD;vF{Ob5tuH&Ki0=}@kg}WWYbBvg(0(0L6dMhN@*72
z2%XC9ThSU#xrK3*Hv8fY62`Wr^apeh5CB{*z{JP0&R;FtcE)b#<H!wa!L{Ms39mYf
zZr;?%Tbvz2<Qox)vMtyalhFe)OC7CmD8nmD$v9IjJ2wpU_#D-2x{!qNXnX#e^;>tJ
zeIJ7XZb`^(rZVs9kFg&=g6`(%@fBBIyOo!hx9@Ua9vXnA>`V_SX&=-jOzazu6iFqV
zsfjYlv0K-|`(~<MS91e{>wAMDr^4Z9l{c1(UR_@?3N-K~%K0lsDcYP}(*cwpJT5ml
zw@IJA`ITwkrJfbE(!0+$JvE!}W+WvXQvj=73ueTv^GffJ7cr6P_-5`F{uuyC>((rR
zfmfgVT<B6`{)%>;wS3xRhSJ0x<;dZvv{Hs4Pw2)yDWJ@o6Rs_m@#IS`%uTUL+Vx*_
zn`>Q~uUXnI<#7Ie0;Z<kpA+14fG!)=3*fG8qNk<jhBK~wvQ_%#MPnLT^v6eJAWQxx
zX)g!a{F`g$!h}zru8w#~fKr^`?T=|@OYbB)4o6CgJLazP8<Oa__9IAB_P&g>!|v|B
zzCJD%7P^KXHF9iEP$h<<QTT=Oz8&11xs#=KiE8zmt&6WS9@NOr@ekyw@ub8aQT2!s
z{Ze)RN1d9`!dPe_IlU`Y`!2L(uIr2FtQ<lM*-(&mqbB`0l@sEj+?Sd0+G9?ZODAre
z_)HcS=O@c_?d+Nl&flJ6x-IYg{GFV_;tu66_`v+Zq~x!8KdO&s&bcj(E+Ozm2K-g-
zuooV^CcX@76ui-5xSpaC#HAQoow~>R)7HyY59cuGM4=eR{0EK3C(Is5DlLDqWob5T
zi7&nNZxC9Vk&+YmAu`6_MXax&+56W!W)tKMK&IK{cj7yg?na=Y)XjuAwZ6Ex)Dxs>
z4PYW#y*Caq%=;-IA|e8v^ZQt(5SxtCIJPWEBZ0Cjs8U)BT?{A)l|RRAX)!*^$tvGz
z0*rvp*?5_TR1+zlMqi2cX>5?oM1ujR75BHz=7{Q1then-M_Y=~iyeN_B2rRP9+GD)
zEEamW<+klU{t7d{vHlhNNm(ibt(yCyXI9f@cFwp}371n|_S_6<2LdA`$o(@>>-3$z
zDXT~p+9lG?JqN4-J+a`uD;2GFi;lCM#M$?q&ng9}O$&frRV5!}rvR7CPk)!cMI!?y
z1SPo*8!2f&xN`K_>s<`eGdGtEzZFRJ2J1SF_X}T}{&u`zcCz(iQ1xonpjFfilyN?_
z%5pZh2)lN=2l`zfH03t5*CPfJQLt?<TD%JvCxzgFb&h3Km@sFT5If)%v$&NWGWVv?
zSGv`6fVvSblg*@MGMZgG5h(Oy{fy$5<Zb^~1^grC6yM2sF5n2ZOK;d~Eiyj@a;m-d
zzKU~Ya~ZE?TbeF6vVPf%(~v_>;J`W_t3N=+>ZJr}ST#Sh_|{Rh6pv<)*rr~T@RM7d
zzQyK>30m&)wbF})3t1>m80dN9%>e$8n&z!p7f#T#tD`lb5X@mi^qyNaY#benvT96i
zi&OHGTbii>JtbeK!YIFSg!~LBAsSZcY*1irIrdUORM^b?xbkE8d#NV5qBYV#=6}=_
zqMUltvMu6!y3O>4vVWb*Mkas%Tu!@ncW38KTAJ?;r_P+Yg30&Ixl(WX6CO;PDy3Zx
z$ZOme=|wdfXnB4Pn<{^va&V<z@NxU~AP8DAEmau*QYqT(`s1Ah0SzbpWcEB+k>o(-
z`ptcd#@Z-CDy-L6t$X>na*js<TN4c~0<;=yUIs_XnMg_d8xoxeIh~xlaeOZ(no&am
z!j*iP>__vbXtwYD7N{n;uARC_D)T~XR?(bY;|nX)d#9<dE`YMDNAG@#c9V4sEHB*P
zI=|wTHQ=+vrJgsJYh+#^2G|`+G5Bpee23k2W5|9VMj_YlrHmvG0pmU9zEXeGdmmBM
z?E)CnR})>xZ%*c*oO}NFF#39C|KY>oSh+J&Eb%?xZRKnAGjknFtk=|7U8lQFw0%6D
zS}@)1Qw}~TG?Y=_Uy&}DbGm?l_gST{U+E6B6up|qxLg{cMzwyX)clQ5?4`K|klg?C
zkCu0EIxxn~HMDmH<04O2g$1}KfEMYmPt>(~aH6lLXB_lLZLDHxj=8n<SLCP3%S*jl
z-tQ4#<39d(aqM5wB(3lhJOgxUV6}iRv2{mY*Gx}Wnk`<M9f(H~Kl1;KpOQqQ3fX1w
zc*`rCBAa99_0IT%g{yLtj;42uHyVp#@WcNxfdj`)YOlbHPn(yxnsP1Q#}rL8n#oz#
zQBWDUOajAJ=8HKDH&qJeJ^`-&PPfl7GwWRA*Yt8$YE~ANGiK85N?pg&%}dd^+)6en
zm6+9l1^o(?JzFlf7+|-7N>_F$C^U2m^~~Yxr+twt{&RDp4lGzFdxq`jvV;|P-Tr8L
zN22?<KWWw#y)9`~RaF_)lIOZhZnHN$QNXqfrREGKbv|M<Y3sgHudO6A_GX7lD1(k&
zDZN2S-YEt_<1o8A%E9Ck{$}lX(2*#2XE71?zp#%#?xnhP(OfapZlDe&>(FeQ3woX}
ztBj<lv3I4vnX%_Q2Vb<=yZ?Di_~%F3%~Il)v*QCK_mOW8PDdD+x!BL1s0Rzt@4VG@
zviXcJlep?qZ0_v0V%iT+<gMCW=SD!7fq?UTph1<Smv{;7-(_y(#qIisHU=j4M`qW3
zOgaL%YshQtf+IX&k))pz?z&!)ZoC-1d>V6!yXo6t!@dEqngc9XKGgzO+I&zkL%F{B
z>c+RtylT=nhOKi)vSOwJ`7S+D4M7)>u&4;8>`HfQS0a$l5jh0-6cQO3X}51F1@t12
ze9JQnwYnoSX1y<EN$q04wSBYsd{NLmy7L{u&gnIOo8ae0u+17H@2l$VM%!J!cb7g4
z71luRx*_RWUR-1|s_ixqsZsrV!3p%Kxhenm?STjTGgTutZ?^{sm_&CGztAGK@P{|Y
z^cyk(y8+tqRBWA|9ZH*<9AR#C?7;q`f-407H$%L~=9kS7)sTE-$Oa}cFTq5Xx=(ga
zMK@NRP`uO=pv2JY4P13fLqp>zW81(zBWsm-n$ja$THo+XqOXm;eaId77;QBMU64TR
z3?>ii^zzxs5u+z+7eOt*@n=^V(YPNHB5v3J{?n&VUQ|YQ_pVl)u8DF%Ag!$A8#g{k
zXLk&}LT;ufD9mTebLar3P6LlPPh4qc0YKV)b*zVy{EQJ1-vX`|X!;r;Ft<rz+o~PC
zx|%Z2FSPENXijz<M7$fI2fx2b%b=#f+*vO7$8hHPX7s^a{wK+dY9V|_T$koLfC-ee
z>y%T>3T2O)9Z1}gXcS>ppO8+NhoKFndys))jFsprfg0g@XG5BH?j5`aoXj0zbMUBv
zP);X{B<PV&=G`SCtGB!XqW!!yo~oBvN5D?t?u>0?KGptabiMP-_O@}ppm;8HYpxuM
z13(LR-R*C*ZqxE!MOEM?{Ll6F_F`ZaDybad>yNe@)Z#~(w*pq)p}La}GdA#|8Bp_i
zab5*48GW?y*wGDhfKe<?{SQx=NLu(ZOSmEqIa0p48usyqiC9#;{1WvbAYhZWp!V6;
ztPxajR-@aoXdfMfsT{cU)dYnV<oJC%kHyd_?QFunqGEHJWV}Y}=t0-ik9N78Bb!#Z
z=%f&U4*x-W<@PUsJpF+B>o%23rW=70wfLB;Kl-9wCJpJ1_`XJF0H5@g_%OsTP5Uh=
z=L~9{7d>6&b@~2EdA+)AK^!TYA1EA(Y)Cd(!?ySBVoD4sX+qo={taQJMsDdE&Tn&7
zZ^zO?2RMi*SHXeZJ&e7vs25|)My*rGTiqZcxbz3MbfHSCaleM<BwliyY9GsKY#ob~
z!}{;XaucEHNZRwn0;f9+)N$tUzdn-dFmfi^Wsm1GI>Aq@t<NkfUDNhrFMw@iN_-w)
zd>?ZFw6U<Ba~l5-b3>>d01UB}96H;!Z6n$Ye%_o%kM7dt%eOW#>!S`+s13uY==s*O
zN;?9py!}`)$75Xdc~^Ey(L41Vy}8i)_xCxCpPgt9RUX>%b<WP9(fG3ZTiR@%`2CBZ
zi_X<iRJ<6~mENzHXm>o>?KiYQiW|CqnBDX4kH8@mYTD9CH1o2Thm#D_qU_2j%E={M
zi`rj^V1;wQUpB<n5go)X>BZUFSX2kD$a1&JiV7yA5U}nC6>b*K`32Kjgl9qcGW3dS
zuE<rZI<Tl4O?0HzGl}s;uKnD6_B&wTdB_G{j4irg!!Uh+;8pC(vTk!)T9`6O(&Me;
zkF`PjtBIDA%c&SPsEX$Tjr|N7AiJqBKSnRZ7uF`y;vK#grV0RCb8Vxp27pS+8D0nc
z4}Qy|s=J-4uN}7g#A^cN?Y?^_VT{4KsZq4rl^#;Fo>OAIdaACM*Ap-tqpGsYBxlZS
zlU6>G<;xdZHrc$D)|=artcd+X+U?`3PLBAq%is9UHNe3c1L;8}l+F7B0M@;AiVu&N
zZ~2mt0jP|B@8S4zeANy@i3J=RFa=QrfVwlXXvr4cWleNW;-ergc~|yEksii?wA250
zm-<^I=5SQ__>kF>Br>@l>W}26vZuA(v~u(B5g8lPo(UCs)bT2^7hqgMMwR*>R6vap
zw*Hju<(*-c9vPmACX8<E>6r4K<#Ltq&$>A+b+k`W7{!k0nVxj!A5iQ#)$S?irP=_J
zT|ga0@ToLDafG-?utC_lUJRRn3#J%#RSY=kQ7pBh4=U)fF(-`<9V{B+8VuU<Vbi$0
zsi`R)y+%12sD||S63V$C%4SF17@MMa<A`%RxAp~9htXMvG?nZbyaud_p0wfnu@mcL
zW0&T?$T23LefjcbQO|w5PUkBCbxKY;lLcGHrtI0}UA3pJATj*UKRlupJ&7uS!H4Zs
zMr_c=9&b5O&n$qYr-OQBH;vu6DUx=qjQOG-l$R*F*r0#_GH`&!=26wlcGOT0$1E>g
zzI{u#2Zs)lv^nEU=%A6-<h`p;1-}+9Eh5QEf(}NYT#KK0?f!ljLn^`b_|__+e2VnD
z^dm$pRL?&jlcj1zm8t=yMHvc+?F^UzP)e>T__a9`d_{4II2U$P9x9;tT|GVT!dB6~
z0$B@|dZ$T<I~YHn0i*wvirNp>?`>2rbX^GiXOlz+$uJIlNAvw)7nN+<jkP{U(?RR9
zy3K!Axn&%doK_&2xyU0Tzi65UJW91J$gxnlFD*Xs69*)+tX{v>U&B4XIx{Rfx&yk}
zMz=y6kYSpm4kM{CF~`wCaqQ`jHa@>xy^mW$LgEwOh{5`Ju6!`toL6aE+v+j!V<_a!
ze-U#>;K%cGjjM+^vZg;XN*8&q-}Ve#jm;3lJ)p!wkSZ#SyaH?3u6=_-$7ugB&+p(1
zL>9;Zxd9Q11%Th6t{2bXN%;vGq3^97i&>e{;e-^7NsmjoY};n{L0yG0PGNdDqb9I`
zUQ4>@<nC(mF_HuWcT@uOZ>!hGX?&x1Xua^l!|}G)sne%P^v?-2_Ph<Eg{n)r*;a_z
zjWgV}nOlA_Dinp?WBKHIjN}qSz@Vm|fI2#$uyx>&57FPf<O<LM->Hr|EU+OgEynmm
zz`CPtdK^ty@Sd%wD6zSSfzB*ZE9rc*!_PSDydiJ?Dhtc|HDSVW$T-`w=wLO$mlXHy
z^y$f%#=el#ez0*po2+!*!K-W@f=6i>O&w3vtx|5pboE%)!z)&Hk6y<_`HvqzZa$Tt
zU)VYhp=zy^w+>@l{#5$|yKSo8g`oT2wo~(@f<_Xo78k()O%df%JjS^v;I5=m*7=#{
z8drwyQKclncnsrw6n)awd1q&7`W~G%`m!X_GdlbExBYE082zo?X()yCx2#rc^tb*!
z$F>WbD|i(e)1k8}&)r?{0|AD8DBbRM9su?k+VNAX=VrC2GB|xq<-8?qe!AGVJr`Q^
zm@Xc;Z`g-{#=5s6<m6qs13(3f$duwF(^*q66_9x-$(!$%`7$dR@QlX2N0~K)5~~u=
zdILdb=t8wg(dB$X!H-ah^G)wjdp5dB?*Xge8(Xh9j>$uK0E#%_3b*7j`rl}^&K1Cx
zT<)v-XG>~*B{96614HN~$9gk*aXfxba@Wk2!a0*ehYr>KhoR<NT0VmT+qSU{Go^jY
zLa4(8LSX>lL*dN^#r)y+?pR-j4#&^F7+*HJz2reNU?@|c8{NSt37YuwH({xvCmH5a
za-6ZcL1@>cB5ZWq=L${V!ZL4_#mW1HKdPkw4ZZhGmqdc2DEc7~{O98V(84KN4-eK&
zto_hk>J!HkJf%%X)FMg{jS`@0L;ObV`f|@fDOU%ymv;{&XupSk4vvhJ0VBkdly8=n
zH>Ns&Q&(jVbPfgUm6Rt+eyp~s0ccZPk;1%neCfB()*B)`aViJrdz(JlH=5*zK-cf|
zWVTk8Ox4?t@fQ*PC_TWz;*Fnrm3+bSsgg+gP}502#n5`19f$5HbHC=<b8Nov!9^PB
zZ?87GWqHZM(KCM05G?@Hd^fGED~QK4v%P%YJR0gPAdoR7$j>)Z?l6fb)wkUcd0GX!
z@Ex2qWo*|}-UE1`E{~rJyW42$EU;t8jsaEoVHi=?=A%1nJ7UBN(vT2~l)9piwxf-<
zv!)Ppa|P*NCDFcSK$md|4qZ1&f6hgNoRz2qp9?qn-;KK~$(OZC2W6G=fzuwTqJ2kl
zm;RHp1O>@4$KxbHeSLkR`E7)4{e6`+AvrJs#Eb2zOI<%>>wV$P)Ur@epFlz4)FG*&
z={Bn?xyiGjwi~gHEZo+8kwN>=p)yE8AM(tAH4*l%^F`dTkm88<CBs~C(`=#&_@a~O
zIS1$8tpupLusA>SXow+r(n8jCewr|ci=AqBbHC>73NBE6mudNd&mc9zZo})T=%tzH
zE(Sn8DtM1@#u}1s??I#JBU_wY7A@o_rrPHg=SClhpJV90$YlYNOq=eS85+<L43m@~
zLED1)vC6%pe^P)>)PeNV1^j&kb9jE0Ro(u$YUoT5Cz-l0mZbqOOL=d(rfmw^UFBBL
zJ^Uvjlbp<Yak4wYJ|}*&JDy~BQVSPnNl`_mM^T+U<a2ZN2CDCCd@TB^?pwB_kIXiz
ztcv!+@mRq@Wyx@%@bySKdR>&$U?ThC@oq_n;iEa$2NF&DisXcXlqTuakhWFvio==L
zX2yzXr1%H^RNxrTNXYYxCA2wZ%LZML3-$3EA2xn5>vff%z$iaK$g1yawh$5GVoN5k
zclhWL1YuBh_RiU_xufQ}tNaVrZQ&|;xgSK>%U^XvqwB6D$*AVNd;8GGmkjvb0`4A=
zcB_%-VaC8^Ao@Q+2n5J&`dpgo-d&EN01)w8PGmC+faKa;Vzw)F;6r@8uJ?-$S1GiL
zqUkN0YF9_)QoSg@i__oemf}7Qf=;zofG5B58Wa&iHte1bj02(t`6zdAI6d}FW#u^#
z9d(IHy%>RM)Af-IVNzGDF(KC(dJcecK|Z(}MYB}Qcn(?|?vHO9sRT(MSpD3+;@vyn
zFAV#6h^$hcB?-D%Kh^mDFF5};A%jSbM6wRL%d!1Hkmh}nN8@_}+2vdVXl9nh>=jwh
zu2|_<TU&#Y0^IWNbNFCk8CPmY^Pd?~14!2uRW3u}zOO+&VqiF!?v-iX)*`?Y8yq@=
z2?3LVzuh#aauAm~d|;cc<LOhYhFkLtLQNbDk9v&BdcOhFeBaKM{akIV$1EMkr`h4-
z@)OT?a&vP#wja`-G(qd#mu{PeJlJmko!!_rwHFdBSEOL#2R>Vo!QeH*<1g6@`ET3(
zCMdHA=OByy?iXo!2<^>swc$OKufgOrom~fAT^Hf|i?Ex%y)Nf04#IMe4ts@;pW+!r
zuk`_KN?sM2G$|*AY+Wak%{*EyJ;J1~ULt*Dn^J;7n(0G2BxLMVE#|=xyGvbC6ZN{N
z+Uy_Ca5E=`3cqM`Fru^QX!zO2?{Vs(I>rjhy7Nr0zJ2+6$-YNh1XDJP#%b&m1_IP+
zQTCiyP!Q{xTNd#CsAx}Aftapow{66K@uLGd0em&C=N!aK7x4GxOP4TS(Al}dlA#G5
z6Rf8`2B!dJ!Mty;#h4Q}S|paoUanK&hMh8d)m%u6h#PE1fi!tLsaOx7cdpCtm<$dL
zy+TNjNb5`}_}f%d^87fQ*d|6=C93(sX0?FL2aAXAnh5fHr1b?Y>lo?~2x$k1;YSTD
zTeDJdekHTRr{pI@xE#MKYEMSq6Er!7`qNam@7t>te*5~uK4?g#sD%m^DRpbQjs=0y
zE_ImbCJONm0a^DUiNYE62<jf7MNP?*I+P>kr|WsSV`T^G{LRY#_q_r4>@66_0#YyN
zv_IJ$7#}EF*P$Vnzl@%-EoT87oqC51!6`fYp27UA8?Uj@kmhP%!5e?-)Tt7NrjpxR
zKAd~x!lx#~kSKhzjBL|ukq(sLO-kDX>^eE?x1EXDq*ys}y8rz{6>g@N1S>B9(v57K
zojVJS5q2jp$zeFmNZAxBoF79Y0J&R`b{wNDQ~mrvd^AC;H)|yj+r7I$nG&d@@8W>s
z{p<_$v)i#_QY+13w9Cy<(J;AzaNOf)J}T}BUOyjJQ#8m6sF`szkB^cM>gS{FqB1qI
zbycrV25a=$?sl;L?P%@zh_z*5Kf{Rv>(BDxL|f66sDfj7S6vOVnuQD&VxRfdFhW6L
z^q>MyDC5~ggRB9%8u1Y-;L$%1K7Hv!^kRL?fty=7hCw@1HSF?!R(~?U3aSCSk$KK4
zDazBTHMFb|cJ-Vs_&Zw_8%M-WmfgWHwKLM9r&?y}(>SKdO!@xNIN)L>rf(pcr2u7t
zY~nYzB4XijfOs5zlSVQjyK$r;ITYdaWOld$1+E4<YFxs#<8a3YL`hs}I&q8OGda0J
zukUnpbaz;!vM~77dg$3b%oAhZgH7_ee0?6X<*zX6K2y&t_gFL9l!^JRe{}HsTi2Ey
znR*XwlM){w##O<{p9KEt2#eEkr8v>Y{)-45b1x8ju0*P-m?G9p0&`H0DF;rUI>m3C
zy}S1>YVFfb{Hwt+<r!&t(cPN?0*LAikWmj8dkLM}I%nYV8dk?nLYaa5f@O$XGfEme
z00LrXwh&<400c}#a-jEa8|ZNgcE*h~m>t!2=SC(SN&bkfN0KYpc`D9Iy>nt4p_`pc
zKzwcT2#<_(sgaoi56QXk7nviJN*;xp9)onoVY-krl&ZFrv!oN<{q&(zvo1I$FVh?7
zOwJ0z22YOKPJinvTCwl>E1+=$gq@f9E^m37eW%cSy7ZYj8ZdS?F(`wTfl>R{5I?=m
zzQRxHYj&I%X&bx`X@Ao;Za%a7**4Zc&^CahMNUrcomOSlAs-yKkoDIC6G;DP1*Rh)
zvANX4gZpG!PQaiGdcjMq1v<U^=0WR<!+xbP7^wiItcwchuH0W!Dm_36>h=?Ld`i$P
z>6PAFzo5yK`LT5*8>A)B#x;l5#wjrtrg)=6%Bt*)>s)Ybwg}Dt_L>?aX%R9KGsV+$
z&ka(I_W?$uC|tqtiy5Q3qC$1a+w$(VcBR~P-(511a%8VJoqE6TWcl3<yQ(7r@`%zw
za%FBqCtOU2mo5$J^6$|T3cAsFpg#lyhchI>IIk?Q^dRH4!@Cw>+PGuBUlMJhl`aW|
zvgpAT_~RbZZR-{W59n3>=~FVbP~PsJAWX$wJAQs`L8#iv9oxpX&~^KdE<2n=@W8(z
zgHNpOefEL0PS*qyq$rt%*)RQ&6m|X>O7gI6<D<124<s&rMXuWY2lSd$wu0AxMz#KQ
z9tM~vy7-~H+lk7K8kq*}61z`^swKEuSJj$2c6k7us`F(*r+*^-=|(-a-*1~JSM@hO
zy@cI1ov&aSpj?apm})YIO^Lcx!E5WuviEz*7TvoqZNP}$5e*=GJw_6MstOED-mE<!
zZXw<`BE>tS<F5@68Y7a_Pp*=w+Uf6~cTkN%CRxw<+T}jn8eNJsy<7Pwco~?JZpFf3
zjM3NnTT|XhRx1RkoX*0VjAl;<gS^kc6ZFtv5wzu9j(U(;k3~-p^GQg&Ky~l(oPus9
z65JG{@UqL3`LzkJ#~gIiUs0?O{7U=Fs};1vI93?FZqcwXRl#a=xf<pdJ+PdV&#H<r
zjiEtJWJE8Vhieo#b`aJRuw;ZY)su$ho8R8|)Egn@-waNdVyhy;NgyG<6+$aD&~wz}
zS^{6znp2?&TsP-LiJv42YmQ^}-p_X+TZ~_PZ#_0PRxSObs{gesZ2kxRUiOS1C9*Gs
zPGHJWi9XQU9dP@RW+V58q~ZFG8)Ee5?laQS5yx11DKw~zrw*w!9K<}6k&$tdT6Q-^
z3#}U+4WKUQ&QM{NT7>ZaVVxty?4sA27j!#1*&bgr8I8-Q8gj8iAyL?53h_~X-NnMk
z8j(&P4bO~hdj-{zsp7(sX!G=kPLkn!F3f`bxVA9S=)6JPamob^oZ#*QYgp(mAIJBl
zN@ca~joT}=W9xcvkrIYB)X=+oyS+B<z}$5Wtgif>jhkPbdK-u-&@=lmRU@|I7Yyg+
zJX4<tuz~$Xag2zLE<6)KW-HJTIG&)8kPthHVjXNAumkgMrJp=DDO50R4kjITBHw*U
z&ZGG+>cs=u3(v3rO<B4va@nd51TNfK2E;-$TYE3Tm*L7;bQYUJ$o}_=ZmuC0Qy|Qp
zgJ9~q)Bpk3CuF+6HZD%>A$|+9g!SR2ufq+9=@!I-c2AMWdYR6^_a~d1n+vB)g%D5%
zPu?Kk=90}8`1&$}&``2Pu2MT}DHdUa|7QK|mCv3%!_^BjYt-vcxeU@>#WIyKHYj~-
zB^LK%PWim90FwX=Aqq!NeCg|3{CcHu*Vor>kjZok05(lMCS-FaTh7I;y@)UU(A_|x
zXvIS$8Yn!eRMz=&un$`*gpxJWo3v!aVI7$zq)Lf;<;^L}ZwfHLT#DFK4JQ3l#hTB?
z{Ri6JmKM5JZwuRZ`80sq!Sy0rO(va=tqj&daBi@@KHT^d+Y&8c=cAo>BuW1Qp2Yy$
z61y@F9p|`}x@6C5AclM|w+rp4#l(*D<?0FKkZPLQB>HXmnCNd{2zNzUq6++0uFzFs
z%Cm#W?7rD%9Tb6%#icu}&co^8T^-VFi5-F1uFy}-@FiuI2v_a%U>d>!n>Gi!t6`z5
zOUsqVyAO!JZtJ>cfYe+s(Ng041Q6%)mumHWi^R<EUY^!hv=c(5`_U!0kiU(d>YlI6
zgJ~OFmhdS(5CsS_ce^+Ts9rf36iWRS|8l%6V3H$N(utXN$dThB48*TJsO9fmyM-^k
z7=A7_5%kTbVn_=ID;mdSTS5tCabB$*{QUR|wIYx@#A=0xBxF_~{iH+hXY$yxpb^35
ztwR-1gI4I6SI%(8>cH1Z4B7I2yQg*T_KU?5QtOiz>^2iT-R{$?<XxrRTARC|B^>?<
zi#G>PCwu^n3yLi@`-B{-Zmo;_qbK;@z+1f5f{0&5;FHg{zoF6#SUW1BN~MnN`RysZ
z0xN<0Q73M(Fu-w{Gx5<#{`S7_z6>h>mgfNaG7<K%D<d8}kb<p2)@2spWv8fU27aG`
zv8|#l?Hrkk6kY;G6V;Tr&AS^A$C*R53sV-2MEy!<ekrNBslp|fSzh3zZ(cj@dI=0`
znYSO=XWU1wsjw%)0qq9rKe7E@>|kS>+4`3&S+PqSiy?K{tQRH<Fw$<l@NnDV2YXVy
zl$c0oJv_3xUCCo@uS<QbqR;yk#5hw&`@~)A=PsukW9PwRsPCJ`s6t$F-`$z=G7j?3
zq3tj^xf6EMYtvUNFqB=apWb7N@jB=chT(>{<WagAsVP5|#K4%9N|87jT(A=9eS^+r
zisDAO(eVKb%!NKse+ieWWJWSSn6DMtwd)+F0N%#Djh^%7ytjVa6<~19M9gK>$V%nV
zIf&xOv|ek>?+uBPaZWYOmweud06eCp<^Ni47^;uLfHA&&Vy}+zfkGDhdTnir7Hs}D
z^6E+DOk!uhVSIHDDXn{?21L18v*+RH9y6NIt2U(xK^4IEU)SCw^K&HHvv&LzV%&ny
z311Qn{$0sVu*E4y(>b1mQNQg42VYfD!M8IIIQ;Sa+^>zbgKg83wTXDeU5|6R&(is9
zXz=0T=Kex%h{-J?3++c*#6ADklp4t#k89&~Jm=2b4ph%<?&!>f+gI8DsR<X~Rrfdh
zYLds<L$NmKKz83s)Fdr+9v%q{sZY2JB(EMVEAy_C(5vtyD|C0fg9|dGh0Wl~v3w_c
zK>3qv#bdV>`<p5BI{aqF*9ace4MN}hfb!Fi4}f`<MZaeqYkXj2Buj;<PbqP);j|P3
zw24Pa!%H9l1D-;F;&Ff;_OkoRevx){D$t163;Vo6OETZPmJ69p5Rk{#t5=Qs4out_
zIuvdIa*qr)Mu*hy@e{e1vTbDJM}`tYw%0$z@4q}b-270%h|Ucb0P5ydPLR_Q7oJSj
zx;~nb#hn(~sDy_~;t(C4s)hpD2r?%zmLlgSF&KJ=yvD{aE_5u(42BIgBs1#2y564e
ze2cjq3OOsba~6uo>kZSeK;0HQ?se>&t28-G6Go2*C_Z&6K~yP$*$}-!jR>OF1W%I!
zHT}8c2$*A1gS0NKldU;dpRmdP6(PBJYQL5d3&HO;)HS$WH;6&t7_mb3Big+-?RZTk
zoA_A|&X+NSihGD+I*0}8O`P--_xf_1bL`JyV`G(jFm_N0S5G?+-w~}oilXerJ4|Qt
zV;IJgsCB}_V_8+irIMh_EPKtdN`;^XTt3qN0xW;UWAg=YxjTHpmx=Ny^E_l|!-mXG
zjYbCqq#NyqXTc02uT|lIOQxA+fgje%pr}_Q&-J8^Q_aP@(sOW*{@NB?Hrx4$pP1cw
z_V9JQLx+A%H4WDul|&X)J9qk4Q%DV<ZDdOR7Ru?5RbJtlAOl{4J=JSr5bgd~#%E6}
zMbfZHp8u3B{A3!JkIeV(J#9wT4R-Zbh*~G&+efnR>Efw$X8A?ekT2{V%W{J=+NzrB
zPQ>?yF}k0l;{&i!CWPmw-I_gnLx3w?plF|Xq-9J-9*#ult@H2@3V#s+w&uC?a^Ud;
z^x{5NDUd!A7u&a+&*u&RSx6hYZ@r9w#1Q2t_8dEOsO99G2u2#^A5;-wPzTCqKwges
z&D6>!O2YW(!|ytl7N_txNAK)(+);?q&bt);D<Z>1&uGwTn?R5`(I8+rsB4T-<`e2k
z9x{bzGn}IP>x+o9@PwiftgIVXocok*d-OVe_mhljD&al?<~NEeoI=R&+qVx}_!{?V
zT>uDGxYhYGRaG|rNcey<1KG$%cdLZ8aRl!$xq1M*<lavZ&6?|;o+wr>{tD(aTX^*N
z8zJL;Y-29VT5{PQeXS>~wLNiFgiZB^7S3CE8J4(3sG=65A#F0JDt!h?!0YahY_KGs
zHM!5e=DD=4w<kEVdpI3U3Ux}Lq;o3M@q0JM=tGgpDEc5~SoN!Vt?t+0%G=;DnRgU)
zjB*_=pylmQ7udCH*TM&fD7fd8Z$5#m4i3?Syp|ORyFI|t&<SNC)id(_ygA-Y)sFR6
z#(5>7qW_<5BsK)JF*Zep>u5BBTYWiv-LQKP-E%OP*{sL~6)(T;i488_nPs0yGtA)f
ze9CSIF9`OT>dHPkYjR2L=Qgg}^d$j2(-$(@d-KEZzRie13O2RNVBxfT#&DrffoX;)
z*@{h`^9Q&7b_e_GDUiI!2OD<97Sm7}KtUn3EljPdJP{^Q&2TZ^l4+kIj9+(np7ZKH
z-Wga+%D9stIa=%0%tn5zYW$&pd(b<u6Ms{=e>M1kVybLofgfPdx$B0>6)^NHJqJR1
zQkqwBX+(sb_763_q(a$5gDZ@|=3Lct2|RVz*vM&&`#Wrfch~EYn)fVS=!S-=UJQ|U
zttBQ{a4n6_lFDtmnC;;0%cME4#>D_XkIhHBqFiSOY>K16fv-Oy-%sFyP2<5XGFALk
zyok4xQ{jAEHH`1~s;|HFU<THfHXPQ%T1n8w8pF;H^TfCQ8*;e*8@smEzfj0?-fd=C
zzEx9oI#C5e3z>+?C9)t5NnRAD94+cAF#dVyj6`-zYjEz^@fnbmR${Sx5X2Q-A~;9>
z#5<`NczHx-$3JKmd+&~71^WLCrR~;JbHPs-P=E5+hn6PHmgx0gA^xC_@2Oi!M!J<5
zMlUZ}0N-+`e`741R+QY-2aB@Z`vbKeS30k+Da)#h>vPdlK=r#3b(<pzEQ4aci=A|R
z{85Od2IZ{I=d*9+d~F~WEK7#sTeP&C)$k&DGB@o?%iFAa++z;Y@Mh~KmB@}Y17XO0
zw1#36Y7b{bVbD(>THuZ-?Rdm7<WnC(AIzg$7fUkb9UL$$7P6QKUcbI#%^@Z?I$`Fq
zsS5wXpk>v<OXS*^ATBZ9h@AmEXB0Rl28scO`h3Lv(s#BcV#ENkS(e8=XbLy8Gd##k
zY|dAhERNVu`Yh_vYyI_COwsWz2TB`FwGZ1hJ?vapa$J6GdgDg_lUu~O${w!aSiLG_
zBmIN3>%C3RAH2h&JgiL@^1gZVE1Du2DFvs5u~g?>H_yc+<X>qBhv{Z;YHs?jME%m$
zkH*f`y|-pcS|`o#>TVM`rJUDAO)t}dO7G4iV0BVQQBh4yL6K0b#_N2ZmSsT@$Mvkg
zQeVvw?@fO!DW}<Wd!icW0U)iQB4!WLz-qoSIhh!GZtdFr3`()Y&h}tl-5X`3zZpj!
zzPG^Rw&9Z>5s5jDP(amzVDnCPR;i7?k*(z-51Pa{+vbGVH|7@DON;3@Ur0-LzXm7&
z=M9s<`X!s6SVJ}OmY4)N;<J(2T<^#c`f)jx3unQ3s4%L#9OdJDv{osS#i6MSD1pZ0
z4JiaU{>q5kO^=0%)9yg>QQV*&zRxly(c`~#VOf2L={84)RQMsVT)z1uip=qs0Lk#M
zXlYd8Ur>&z^x9yCjL_4*ema=&3$~o=^UE;JPr?*f8nQ?8=ky)R5g&0$)!34`=G-DU
zm6ZbDh>hTB4ih{kLc4ZR8=O>BECq@lVz~%N)b&g;cI@Q&(>I2dX3llGW-cwx-BLaR
z9heoc>UQ$=+wXsFj|^BjSM(G4ooNk<j3#uc_i(L|{hojAL$UVbpm%&ZkG63g4%>Kf
zxNvD<RMBgLFw>s%NAoToXv=D`N(QOLZ6Y>tA~87ly;3Ax2~|-txobVZ6z@69E)M3)
z(ES+5tK8<(4?L2)3HdIQA;0LfeXQ~Gvb0;kZt+CxTiY)wdu1`6iBJV!Bny1CafVt1
z7WIt{;3c5zpHZQIj!NzA?cL<l0?pyG>Q*P;g<c`I+q<j|kUAD)PyGG1iWj8QW`O!w
zQ(pn20G@@uWjGp#VYRE`P8IGuwgXTNF$f+7iE#4#$!EXzsXq70XwwdtR&whU8Cl*?
z-2H)U)Iw`TWo5Y^8ym-DSss$Ct6~66m7o12n>X(LQjXqe7$K-pViNZTblsaahTh)7
zeW=j#d%-GuFPihjfE6SdKKoQpRsDUO#<=AcneW|nV@TawyC{dijQQxQ^<;m(OKtE5
zZhmvxVT2LQ4D+&1$@j`(;d-~Qq5{Z^>@BA5wtV#T^qiM2PLjZkeT552`<in|HaKfz
z!)!~bbIM4)H>f^HeA~t*0nnF@7#Ngqe*QhL4|VfoHj^_P&vq_LwneKL-FJyz0#Iy_
zGD3GPUPW^3&V~QxSnLIkN#!BS+SpQDXv+eE$!<A%cvg2KW0G5If_B`&Q>n$6G2__W
z_xBEi{7!c#nU`0zh`Z|L$g>yiPUrH{i7$bp#Pet#?p!^%kY$*cw!e*-lPErqW%)xk
z(~T!wZa88<pK%Ws#aqd}<PKrAwqi2p>?K-*$~)Uc|Nq$@Ib1iq{&R0|Q-Fr9KnuW`
zO1ty#|Evg18N$5;SFar0EoN2AvpM$!^Xs~HZbDS=w@)Fi{-d#b0)G}DK9W_RiQp^v
zU5;E%vavWsq`uizq@3SeU0Jtw^_=zrre|zzxIe+pap5fFK35Fq$UED9%>%{>1=WzX
zHgVW!Tz5Ui0T1PE&Mr(o-5VUx-%7C~#Bd`q3Hz$Pd((THS}AhZvOITjh+&~6?6&`*
zd#aWdb=vV5g05Rxf=3LP>IF6QmzF>PYJDkd6T2JBt@&fiHrKN|539F?MK27W>1tth
zil_k3qs_sXFNk}@TE1PUkM$0~mrASM2ou>xwY>T^+3@(m!9h6Lq_r%?fh)GE)gKxQ
zhjOyd*caRnZ{*w(==^4o05+wQU)yqBi*B_0;tG^hd289qW<RP1{{<eW%axUt@|2__
z&|tq}b_X&oYifuYkN+!Cs*WOPqd_j}#CSWj**9h%MELNP9WPv*Nc&8se~Wky%BpG;
zc_q0S+4qQjs&QNVv6azH<H7l7Z-<*R{z)F)dv_(tMdO%bu+*FN9E00oOTxW3sGZxL
zJL?4~^{c8AOMWAjFs;)KvU-k~gULe7xb@~;UF7Xs$V0^*LT^A5Feg-zFZ1@^N1)b?
z_W2;A(n~7aEux0DU+oFFuA2OvxT5Yw`1Xhwe$5$r9nuVLh%z)M1gFq?gY%#Z21BhN
zT6XD}*c7e$KDqnAWZXe<8@U!t<p(KA#i%B3xS)M)apsGy_#U2xw`PNP#S*C_K7fQ>
zaiks+Q1-z?t!M8PfpkpEzHy-nr5wTn>&d>9tQJ1I(_W>xma+A7MNN4$%E_-}2@H7@
zSN*)vlsVyEx2F0r0BbapKSM4fI?Gx2+Eeq|U%$+^@EeY#>{UHw17`Nq;5QGnvf4#d
z0GVzVyLRBU$^KdLh=x%MuK)OKv{y$E+;eQst-2fukRyWlSWUBit6DYU1Gk|5GQO`(
z8<aX)h`aY9#_1qJkWeW~NyHjtoJ4Tz<Q}e4SG|PQUzKWW^t|-;9nse(tRwKEqrJVo
zF$>KBx3SQi9qNOBez5}wxh5$AZPM1`6Lh1K>!Es+(Y-7rMW1lBcdqXsw?LV;ntw-c
z^k5#;PDWeVHxQdhtM(|^Vj$r%c<(hykEV5lI6CIqr~VAtVy<H|$e@D{*PH!~B<XuS
zQDw-oA*lgb%$PIMC3x%;6azdc!XoLm_^0nBFSwYvo9l?Uy3t++9Ns^HAq`6w0>c)#
zvpg^(Ag>SN(+0iMJ*Z}fa|)J3FvQrD9+JghaH6z8<9)4&o~}Q9;js5Yf)*gl<HPqi
za~xTO8D}qURA9LhkN1=x{(m=v&N}85E@^BtcteQN2P23ezg<Qt5HPn~>;#Xsdc*n+
zQ<#?tbpD<?pEH7#`*|VDn(B07a5g`SJ(1D&Ki?@LZi$k<LGNy&iskwU-GSfCfMTm3
zbGaA+J#lG98M|kl8I3LVC60m>N1X5|!MuRB(so+~ubl3jhcd<I&SPvq-?^UT^Rv?T
zRDIiVG(IOM2gvq1`fHf*j)Bcfl}O!UdglAGE=~^vVwK)Q=HGu6jTDmTrr4m{Pub{`
zuFuti6u?7JTRDy%sHmubP-}}X8`7daJsVV5KN3$;1YUlYgxFEnsa#u+pW@^@K%ZQK
zpXe{jfP41c)9ko{@R!%?4)PPDoXuxxE215s<Lny9;SGDFGyBZ0{wm1N6%B!J>M7{$
zLR$MCb3GEa(Rk#xJmK|zYgl-uM(rUkm!MJ~28qW&L)ZD<C7nxs$#t*#jI-|r+#@2(
zhxD87UNyNRAsuf0{o;rC`1n*WoYD-AfAWOi_$@A{@rc!NM_=14s0rJMe5NojsSDTS
zm_$z>u2Y;}g0R13!IAjJ()r_$_G?Dzyoi2`S_v&?t)BKBc)dWiG=0WZHW%AcBO=kC
z)O3d0x=NLL!wa~zh?{NF!t7T6`$cf?oF)>hGW2xV)s!NM(@#s__F?rwaN{wT4y&u4
z?2OQ{U4F6tS08gVG@Z|QN2c-E=Q7TW0w0rbobWZ0MdR*KS>62kv~<`8c(m*TMqNgo
ze=T~`SI>qw<ks^}6ElG<06iN{D437mOCMk>(pF-jkG+LsZjdjYio@JyhYM^2k{@5-
z@Zc;M1kLAl(qceUm|`ubZqgai4rH*OzSQyIECHKMpTYQQ0I&J(>XP)6nLO&neh1~v
zTZXTMqh%EL8CmAS(^^qIgHj*dFyylgKrMta#h7qU;V~ES;$N>27U%W7ep$8jH|$a0
z{cyU0x<{1&AG%dP<NX-%i)-EA<^VRJ<mZBMvp^UNCi3@YkygK$GTgk}oKU75E$b4P
zn#MrDYIY!bPv+o{l`bo5nP_T@6`K48+3zj%Lqb)}x!Zzw(<F~|Av#rx&(%l2|L1sd
zQGgo9%b28;)!{nVv;_`Yxs=q@yTYe3+3fq@vrk4~lP=t0XE!Bsm$}&wd!K?G-7c4T
zY1B9c5X&>TzWV3SSSCIG|6OY3Z<d;MKim!;9DcKcyf+tW+7*4C!<~ORMnrV@i`>#x
z{&zK#Ot~;m{CR{iF(JW=^Hdhw0bk~edBR%00g&prakgLy*;0F))+f$D71%CV0~5uH
z%-!22<D9%K<dTw-TEH&`30lM*%RIX&{|cT!IqUdnc8kW~<Og)+0jOD6ZXRP&wEagz
z_Jbc!KJF^xH+)6`v|&F;-dC~paCcm_V3XVc<eiV(hLoYl$M30npBhLAN>5ZFbN7Ek
zxbD(#LimF3RVy6}i(Xv6j8<;VxKeAL0?PthLe+X=89Qm|n$_5(F40Dpki(RISf>&h
zD}3sWKQfkN7-cBAlrz+Lb7~J{aQg5sxXnis`UM7r_5U1b>OwyV`J{vd<(%*wv2!2K
z!_bb(tIt0%s5$)4p;9vnuK&5pTXTuz1wM=xt*;yj8;e!3@N~iabaH^bWC$I8LuQ}E
zX_Qs5tiOEuL+swxX_wbir0<6Zm%ZBesMmkVciF-J@VQLgAe2bqD_=iRTB7oO7|u<A
zspCY*p0?7FWyNpW-_S4(o`;E*L@SvsRy1tA?Yf@?D|teyIOH1QfG+$Ca*I0j3z*3N
zvp^mZ+=!zjzfFma?Z#+Kgy+vm$K1LDa~8yaBxYf!{PPIisK+40jdMT^F$s|B%`(qw
z=V!=ZwYV=}5_4X_C=2SR#hpm^qn~h;zysIsxuhT}hym}{sSe^)Pg?0j{VGW~&$O=P
z#=*amnY!vJ0$EMnB$Kj6nsd*l>yztN2-~W9$~E$=ik7`NG1YtCA_e$6R5UR}EPk!T
zz^s)mA(3{?5Oq$hW*v9LM!_10EOh@=BvjU<<Ye+{28Fsp&Csx!Jjg+i#*y4bG2>rh
z%d5zkv_|GW9Ka43sXbDc(A|ht&p3(XfA@tQVxQ!2^A`T!RVFh-w;d7)y!_d30uLEV
z4u*vXbL$4xZQUDB$1+y<eL1tUzlpEa&!8o*VPMSX7)U+yEw=QS2_E6NUQxAMH)u>4
z7hZ9wL_02)KRvgpz8||D!?c6E2A5NC>=Q=dE>$cej`|%jcG+BQhsd*0=CJ!h0;_pM
zIGtgh<9DdzVRq^>R<O?mq<v_Nmi(vU>exN}DO_u7Z{oS&tG=hX2ZS0#jk%$MwK7&M
z7zehG43mpQ;oKs)sN~qXcEk8<Y9WP-s{J8_QDn+eX;d%b4++MY^8XXR{r+af%kuSH
z;(>`Oh>-b-G`9s@6ys_eU3x>R5$?8~{Z}=50PZYi&`KK2{07?lBT8C?y0~sNZze3`
z(bPudbX7uYKfLNX9>?ZUN#?eH*4*9V_wg#OD`kDUR7t7i+mDkXyW{vEMsC9YS0t-8
zdJL{uL$f~EK?Zy}u&5F?hUjbX3E9A_RU0=7Itprg+>*1chyno{Fi)4YA4+(EhKOsb
zS!dJs`<g8b8vI)R_`jDw^t<Ixo^rL)f&Y6oEh{l9a<vUC1(F<wTX#Jvzp8mNkDit>
z@E_fX8U;7IrQ@6PayOXPY`58u1Bc)aSb6Ml#9m?Jx8$~ySPc=A1#1Wy8RPMm^jYJ%
z+86nl%E(+_7ee1D)iF~|)HG){GKIBj>N4()w=+p7u<3dY<!L3A@r}jF7lozm@(C|6
zfgBpO59qi7*MDkGj^scc@0~}1R{x4)JC?D=<>Oe`Ffv?ETe}tpF_16LGh@9fQ`rnZ
zQx=9F4RW?HGT(hP(`<SY7ges3vjund>ugWr*6BLElc!KqR2mI@$ORnZw{kOYHL2ch
zvD;#Xm)X2nxn8^K(b|qE4H=@~ps)rBrv8C$?FjHKpLx)2Ecl<JZSxrPJ)_f3Ofs?8
zwdBx<`q8SeEDWt@2HvzNALX+QeG~^Qd{yKZJZQrhy{uKyFfbpl=Hamea2o{0Q;dv4
zhfOk%CZk2H;u9?<@cL+Y^oV#Ca2Qe)@&@Ctx?3igI}DWY29+q(&gHoyIDz7jPZ$^v
z{y=ZzG>+Q1feZnxh}Avg=vPbMZpq<n|J2jdo5uq{H1!)6-tyYdSz>Al&Y^CA&9xG2
z$eIdcNkC*wscs%;|Ee#B?SyIkLySK8iZBL+*bUH?>Ad|L!2hs%MbIy>KS(pvvFrt$
zzeJx2i(4kAWJ%(&5U}TW2@yMRw~v!Rzd`c2i{5EZVk5lQ2e3;tr|U_{-(i!Nkp77d
zK!~!V)*=T9I*0->XT!;6Te8WcuNgFZaWA<P^M6k5IS@h)BtxUjvjKJ?tG0qx%J%Hn
zWcjCYTIOlFfbAufhAvk@p`-A6&KeK=cv_Cb$gv)S<G7$A^!-Hh`8PUmJ^!^lCfeUE
zk6A}j+!7r?rt|L=i#1C#auT0xiiv^Vj*<EvNjmZ4um0X|ahlv&fLh6-_9G*|?6t{x
zqtDRxF8)fq14@&yLI|Lj2;+*P4d)bG4nVeR3|w%LoZTsG?VR>Q^G|+*yWunJ-y3R|
zvWkds{Zaijp8qV2H(zUkTw#f6dUQNUeUBmdu<Wk~7V)N9Etpr1!argBnE?I_`gL}9
z{<Sz&+L@u{v(151Ry+{~Ck)DXO34i+j@a3Dfj$Qdc@=tSptX^_1qQfdk-%GMBuV5M
z*i>?o?;@on&@~x^Oh0||Z+2ZNj+<sAR6&6}K&WOzN_!o04R_iZ!q4FPz`D>cDKFZo
zeu5w>`p>R<FL09DafdFzW~*Wl5ehPqP$i`UcNU)n{gZ+~2;>>Hn4a4(5f0tRq8ZCX
ziv)0f_GV}a6-k5X%o&MG_f+rw8wWVQG4op%_2^OKD8XqIiqm4j`6v&>+6R{d>DN)X
z9uHO!uMjLiCgN_3(t1XaA6{?kSji_EwD`qs@eJe-TXDJ8bLTNTV`Rg#o|qlQf5kCQ
zTMlu2R*5uId=QuMTeJp#G0pcyM+i0lYvr3qU4#8#H@^gi2jyQqXZ#bPSRV<TzC6zT
zPolO{Hz1Jm(JWR`MaKX(uNh(P;hjAz3G0wg-ePN}C9$DU)Z%yFQ!V?SOHVtpV`({&
zOgSw^H|XbW-=SUFKg%g$H1$qTLh-S~LqNiN$hwd_SQoB@NZ$K(reL;lrrEZi3GO49
zDLW7z(_suLEXEV?XWr^R!2!nG$3?E90}d+OeJ8UUXWPx~7_3s{?7i~k{^=IurU|mJ
zz>Qw}B6a;WcQ5b(ZHw5O4tNa=dnP(y!oo#M_FtGs_+PzZoONvI{n^6hZm8E))>9Nt
zk?`EWyoVp)H3Mf_9WK7BokS>MSg;xlqkDeMn6-HH5ip%R+(BSE><>(-J=kBy@Gls7
zH-wUlB)_sT>fo@F$FXOp-oi_<2ShXFfp#cmwVHVK;(q~;)5F;ttEfS_Y~{JCb5~}v
z3E^y`esiAQZ6}~WFC?BQyEeKiowrf{GZkmfx-Z)$1}v;}IDW<)1dnYARp*;9#?tQV
z@yBx&=i%^9mmnvEcWM4b7TBUCtVt5S1R;vl&(|^^-{8i+*4Zd<J%BUtul#~D)(58I
zW@k`#iNhB?fV=HM3n6;m(g<4WEvU4)hUZ{l_<nE#)_gKAUpMFGY#Ap7E#ah=KN6Mx
z>Vm|DmT_XG&LPCmDIJigkGXo^)>Fh*SM&Pbn!h2Iv~1dqqd#u?1-c>F#fa>{5Z)x3
zD2|KmfXzH-Nx>wZ+WifRlO1kLM-LKkx)*{CCXN~CG51kU_G0oX4l(wd%V+NDOqxw+
zyKs2ZWSr+wcoRTpW+Nuuov%$efbrpMiz=&&{zdrc4hrfm;mM_3lqR0bIyBhK{t(()
zL7sY$@!olhuwh*S&&U0f?0Ckfro;lAe9B6PX$9J)yz7Ek;Qz;h$Qx`}5E;trCPFen
zYycgsNfN9>r2VrF08gxA08Ze#iH7bqa?=O01DDWw>BG5O&J_3V!)6~G-;Kp&K7h>$
zw^nMwH`&yrYeC0dAa9LYSGk?a{cjc#%mp_mu3YZb>Qo?)a^RIFU`h4i{2NZBX(%cx
z2AEy%_v8AxCK3LBttnOBwb){A*%>JxLzKd#;IStSU@A5xRK1DVcNsZPu>e8!yg?r^
zM;_7sRTYT3iac_F_DC5rG6VSv5xO{J9zdLdX@Fb{%9e({aNKJTz*g`EOnJz-R&x2w
zMl<6tygzrjPGCmJa76Q;>BxjJ$qyH!v|1E~0g*9$_~ol<$q}lC@H8`2Kr>_n{DqOv
zSN>~681iQeed4;D6@?O-sB-(~P~Zg6u_9#KeLVC@PHBBwI$lv&$(K?F9mo9b{Vt`a
z)#O<$urW|@;S3A1yS>zldQN-nBI^6Y09fzn1<BI`2Q!6nP<QZj-XwX}lL$-BPiFdo
zUFsqeOv+~e+qh~y2JzU{v4Agj?z*O?uAu7E@RVIU!-0Hqw*hktf1i<-wze&L(XZGO
z5&G9T#mc*`-L~vyAY~!lpv?h4=XG?cHGHCD@F5}bRVu$Rk%vrU>Z}w}d^pc|vK2|z
zp4*yG#sq>$EvIB@3`&ToaXM7&CrT7@W7U}Q1}~v)y}}rDLau@Wg9%{<@t_?K#Hy)l
zLt2K0FA06p`c(V=z<&=)fH4XFm&YLHug5Yp(?|`Imw2{5Sg~QeVpke@CM@jY0qEIw
z@6~^n2(i`wD&(2l$8J_sEj!OSfw1rbB+eFw)Oek50dEc5v$N$C06*OGhKMG%P{hgt
zMT`B8|KcNk#R*42QJWVc?>S|g`$><zaZ-S%D*m;iw=|v&N`FBJ()G?mDKE%tFwm4&
zI+fTv!Xp`&D*GaH>c7qQ9(4nn76Z>2VYnk<xVmTp4gOB#_0_~9GoHopLy<>Fs1Q8w
zFLuyZ;a^ox;MRP%^4$N&lE{-YdIR(Z#sR;UM6P}l9SH1A>8~Z>u{`h%;)m{R4M6Bw
zfD!8QW`XNLh9e)>HoG_!$&G@h)-bv`?LP8&V69&ngVFg-{RbMYV5V1Tj7%G!{O^Li
zsT+ua7DZ%rh2ctUCphCV!dDo`|0M`wX&4T9VY6ERedO(hpAEOp@n0wc+^*2G@&7%i
zm@mKj&zhA<nXpNyFdEc7%PE7~O5f0MTSBHXA`b7<Z&9m%B70*Z^IW5#*8Kn&yEsic
z+`u=Ryr%zu*n9J^9M`seIKx6RmWoiOqNGSE(V&D%bIH(P$V!ovkfd4`m7>z9G|v-?
zkTjS=re<l@M1#^ubKid4%d*ybe(Kqt_pk4dW!v6&dlvV7U)ObB=XnhKu^;=f0ba>w
z^X_zOi_~pbz)*f#^(^weJJ&@_7C=u7SYJDS<Njttfkfm=q3v7)e;%vs3(XyF%o0e#
z{RDRrkB-pP-rRTbh~`Lxhw>QRm5a9Izno^nbfXxK;VQ!in`i^*1cs~j2T&g;QNMi2
z<uQG5?K9|$E>e%etJ|KI>gii7_7ynkr1*qqXeXbq%XqQ{Ap4+1f%vH#L9r^%*i}es
zrYbE(A>q1V5>?yu;sJ#iq2StaQUtqk%R%&yBYB(A{j{VDNFJ~L(MJWvfBLE>!`NZO
zp^)JfyrI44NOCr6q^83S;6_wKLPKV_!~MYEx1}H;LbNsa#g(P#xX=T~M44^TNupv%
zyY1KO>zgZOV^wfMYqfGz@;{(JpW($ayO4kUM4#n{NfC!e;SFYO6QjzrACIi4;MxEZ
z1Y06Q(NkOZGWbN#*zce?#R$no4sYzvlUMZX<st5p?yso!00nE|{Olw%xG#0@6=V}K
zRjR1h6-}vx1QGJTncpf7lLl#%TnqoIKLZY*;S0@#CLY)h-Q5FFJ3}+3ZugW-!1lU3
zc5w8YLw(B#y`WN%ScyQF%c<(iQKnN&L59NAgF~0hcSsK-<6Xw^bzEWph_q0hQr@)t
zrzDymVdLe~Fc{-?xcrHh+v9TsRs6)n&v?bkk+F#9;1s0Q^~H{+);NMpgjzl|cWeK8
z8QhGus7f)=2HlT{i1fZN3eZn}aSa4DdClE5sM$ViLTGCOcqMf!&pa7B+X9_;h5~<j
z2!SD%Vl*UvN?o!LsqXrb3KaB^+MIxuBh3v`<)r>$bdI6dCivK6=Bz;kLQvQu5nJr`
zv*;EA)=^4Ic#vfS8TwL`<_fn%S9nlkw#e9VIt_xho{W0NWh!?6h|}V_XZG<fVgE0i
zUy!O7QCCo{;nO#4ntJcq5+Ecr)uh7}(qc}J*>&n5Gv&O}Z0YGY%T)sA#J=X*@Ht7o
zfOj~HVE53229`OzJ#SCK_)dC5;<Si<p1*%hhx|IU+_t=us3@fFngZT++nW9~#oD!;
z@iKVoHCwn4$2?iODIV;S5L(a79et@#AN+2Ccl_gdP^RaN>K;2gkhI0hP1pXcx}nwE
z$|7nd_?0hU=?OUGxE~AC^vkOF^z=cTVmHPkk&>wF!5fS$D`D_se8P>XyX!y|YYs94
zlXKH;1>!XvSj%Q4W12#3qO$JNL@bJIIULLS<-4zpdn&9=@^y7D3qi$!NfX=18d<i>
zIEcMugHKGO@!CI1&H4X8{Cs*BXBBz(j_FT!I)SFJQ9bzz&Y@&ezmj%ioZ=N6G4W^f
z<ku5B-%5c%yGy@;-<635?qA|lp5;Os-iSpH5e(r;Hy*+pZnh7v>VVCDhg#~fjwMbD
zPwu=lwB2JUHXj?m3@>qlR6j!psGlqT>7N!@po672qHB-dY2>UG?HfHz<sGM8Y`O5V
z5J-)mRen?h*mjtc@(A!qAHr^WesqikZam$IHaAjbL~^09=VZaSktdoaum53`dF@^Z
zi}4Qs6x%k4=Hp#La8eDmrG)Mu(Ph4*#lK78YQUWJ$nkW+Lke_Jm28U4Yk2w~kSq7F
z9pY#>r!A*X_o0cDO|YG`4|eYbyuo#~-C@FvDFLfRENY+b3@DX_$_UAUqrj5|@Xcm0
zw{`2~QljxU=70NAEz?xHU;X6|Yt?z7xwyEP=-ewQ3uaS(z9@=<!;*6E7${|~Yzp_{
z3^E6WJ8SEitw`YsI!@bgH;3;U6}Qoom<Fzu4E$H5$R2^qdjHtS-ZT56;=KRMMkX5n
zZ!VX~=inaUb2POB@%kZPhCua#ka1hZ{ruZA^j{%u-T%76+MtUXa^tOn#!Z;COs5h_
zwq=z;l`KihO^_#|@1e&pAa<s6UOZz4ssr~ivkAbOhF1*sD_P>O5$B=UHG3d-2j;)?
zR(n)4m+9+GQ@a0WI-;4WF4bRid5v1it2t)eE4%~H>o=)v%DP_>!eFHknMBg89I!x0
zGH!_LJz5k%=x7GI#BX^-`NBUeHa{%37Qg+NvHS^238JqZ<%+F(L6atglIO6SnQGQk
z70Tvf2Pgo)4{KiU0_>PQ_W^im)HK+5<~D>@?gFab9RC21_`B~84UG<%ZPC^B#0U^I
zx(wuOt*`I9CrElg3=HY%MA$-lNWTnifZM)-lKtY~Gv^Le*6Q5)`(_{@C;bYQx_1Ul
zY7zmqhwjm*1M7-gaRVwRml)p)7p{O6-NG|IS@bqyCF=FE@Z2L{>vjEa$gx0!yj_k!
z>DamEQ4+ojwOI<*ISN(xJcW|$=U|LRr2WWn%?%N52tdtNLZAB^q>KkHRmK{0!Go+-
zPi_f3S!R-b6M7vA019X9*3Au;njd`pyGBvK+5*_)C}qEO8_mMdRDLfxhT2c%M#Kg*
z4!lFCGAnmTH>+Q#z$ZJx=!X?(fEAEhQniiO`sKMiG@YhlgFhV*C~ieAV*dL0F;L>{
zNc+3I!0c}6M-T~_gDNz`w*2RI=S?sgd%LF*(NH}@j8Fko{g>$<G~w@r?M9`Fvz8x&
z#uAYED!c%C{`~p1bd8LUB)v6(eZY)*{nxm{kV$^LdO(iz1iECOdaldMzTVQ;;clOf
z1bXNAPY3XRsid&*H25IZ?EU6t?p(Kt(D78B2eJ46^T?3*Wj_<&SbZtV++!+)yZWoX
zWpWOj(RPB1Uf21g0PcQXcygFpnD5k<f5g*DeIACll)jFgc9&!8jW2%i7Tl>oE1xI^
z@d$6c9?fD05|{Lskg{v-`7H4I4s0J*S$gITpyGM4@6GXIvw=3c>|h99q=mz@qXlA#
zZwkqyHKzPQvHB25LopCNWwfoPrmnD&M4W3DtKtzKT?2osgB>eM{{*&_`sBcN?=MM?
z0c(-c_WdRcy;DKy!~BV-!>q+Mu@P?6>Q!)Jxd~vynz9X`9LXlHV$WRl_Y_w9rPH9N
z&aE-yjQy%Iy^m&&_tA?$ofz@NwzQY5M5-Z^Bu4y6rCuP65ULxgeR}j=A_Y6_%AZeg
zl^@O|Y&8B`Ipn#!aa`HM0!bEmN&|^h-gt<2LzM5?B3p&-*L$Y!FEK@%2=zV!n0vb{
zf2OL`@Yw;4+1k3g)yJMpr(@OqD(|LY77-<Y@aAlRfp!PGNPc67&9q9;cE4kOv^1!J
zNvK01Buxd?Gv7&aIWFr$WzE&EQ}qxhQ=loF?Ibdz^DXVaf|H6qmsvku8uOp(*^6?0
zcXS^?;uzvr&uKw^Wrx{&iktyYfUd@<T>FaJ`CEWjXn3v}R@VeOjWPxB%}O2)BDoWM
zJ13Y6=)|R{*6Mff4Z0v;I5GZ|6iJ?gFM95sB`gO=j4w4xta&C~>%7#3ZG$DIzw7{y
zcdlI!QbkK(^*L*|AXI4XSpIpd*txc?fPLTCNR<LMh2{sFRb4_k+N&o>wLy}LgKLZZ
z)bC||0hk3eh0R~F=dzG~njVTtAlf}e=g9;!TMuv8n4`dvHdTk3uY5c&vzsbHRv{x)
zG~_PV+$Z%9q(D=;-u~yz?)=q%V2NvDP~;B3bxTCOxMj0_Ep(z()86f-epM8Eq(L@=
z&gr|T*1WJM2xT}Mh501J_%#8=Am#@Al4w_h5e9{DR{JMq;z-rCj)-6WA{HWJKYY*c
zlsYx1lI~o%3#<+#d%|hNKx{a`&<@8Dh%W3t|GtH?zx)KQ1H&kHer+ka89FUrO-1V0
zo$uXUl6b&ss!q7G>H&gq`I%C4>UdsirKpl)nKe_=^nld54MY6f{=mNCyoI$P%dQ!E
zWIn{iv!QS`&#W5SA{R4{PoA;B8V+}}J2m4DA>q3T*oJcU{ss~Y;6b?=15nhU7>z{N
z8c-6{s_IA{)cDd)?#WLNf@z>|<}A4B@7h}zO%Q@?dfs&;k@gGD!14C{r-d4YD6-|r
zcZA(`@UyWDi*}C<ovFyfL+*H?Sj-@7Eo(qN*ENW0HMzeqM^z<087$oGS67FHzNc=+
zyfAr`EVNz+(oRKkuh~6C>8qH`=cFg&ebU3w97m_H<6{UYjiK|^4~s!Z+q!G3j0C}C
zyN5@5Mx-uWS-KVM|GU5C-~?ctMb_mZ)pusd7JGVKzeY^YPUWG}(TRHv2<>{oLz-6-
z^6ELNp*$ZthO_Qgo-CJp(x?{py^<DX8`e*o@*qnX+SF)70ontoGLJ^q9)f34uBQ@y
z^-$X>`+hJ%$YUV;z@BKMZqw7p)SVhD!ChC#=NJKt&fZ5L-{~1aX=lpGR^?rHla8u;
zb0n^4Rh}ll#eeSWpQ3t)HhxE6Uq1)6XM#>f7*G)+i^eH|0&Rl?n8w#t8hNQ$ZXx_f
z-e|>zI7KmPQlMBL=IzAfVf37W50H*tL=KsKMG00?=RD88aqV*}k-(%zY7cF%N0y$3
zM*(wScS=3IxhDtA8_^*su$#GspjQG>P)O7{REE=4i&U-^lt1}ls&q8xuNcs{jym&j
ze@WKILjNyln?-}xF@V2<_9-)HoL0<WKMiqXc@rUXLFtczf)65QM5fslnXb`*MKBYC
zsNsVUd!18r%3(_*xVI`c{(fmdqtI=c{l2SFAGY<xY)^7@Yo6WJwsbig=bibVVd76)
z4@J5Ew4Npm8bGfjY&eaY0^of6P%+4@d#H2^GGQ^0mBHgA*tGd-fq#H@1kQ+tF)5W`
z7DWf*6{?fqRSsbqA6gdIaOzuWKyd(Vpg!A@aI1*rH|V>EdK-38-lbkVUu)N{KCh6$
zdYVRo9o{^<7k+i#M(cI}H@fxjaZ24X`mO+9y+@Yh#=)RQPMQSazPld-WR42fATUQ5
zB?&~Uu~!4+hjtmRq2QvMy0p3P@JwGQDLNuk21Ao@BQ4%dtWY*Tx)4FfW1iiaRLhcE
z+VqdzEv^_S<&p>vF?hC55hT+gbiBu6x&XPmqHyaRXK8loK+(;O_}#{0zf9+gr4|Q=
zQSetwSB~li_4zMK6(X0P>)LeuX@=Ek4}?Azk4FBC-59jyz?M)KvI{V~-_TZ!62Zb|
zzhkgPi_iI#6-9a$W2ej-n%O@^sZY!vjdJ64g0$dl&{@)r4J-sIUz-PZ3`sx`PZuM|
z_^-qgVK{Z`F({((Y8Kf5nWf3Fjh8GigFwN27cvX<F_r^rTlQ5(6q#wi*h{;Vu+*;+
z0BUaM$t=81;FUC>1*9a&M$TB8uh@Z?eD@EfU5No*LDs%m-F^7Tia+YF+Al$-ByADd
z4y8O8<UaDnpEM>n6FUR6iAcZWlAA;3qN?E<)e78sn}rBfFMJ<X?-aP;Z1KNuS96^2
z>Dp&1@4nyficGE&=FmL7V@t+OH9hEZ06hTQVBHkuhjxh#{o?bvsa@Oo-V-s9GYXNS
z^MsFV;@QNX^)deywIxgz*k}*a`MKhL7X}PieolTq+^n0GhQtvwla4{O1IsK8H*!!x
zLE%;@>4P70{{ZeknrM}i9xfrkyt#7aK)wymI+x|HZvaXbX51zc(F=v=cr&EqbP_nO
z<G0A8@bP}bMPYVBrRsmVGk3(F`@z4T>768so?k+!Yo4`VIZZtMf&>W_l=5%vEVBdG
zgkyO-b_%ER2XjH6@!5B@l??wgMffRv$2IeN4WvsP8JFyxPv)+x?h-0Ic{-OBs51~s
zvc##S8$~*XTsZ}$<r>T+CiK4z3{v7s;Dl!(7qstiHKcPvu^-&n=Y6U$7_-i<6XWNR
z>CbnU6P4*+x}u|G@VCj_Q?#wu4Z;~r8=4YceJ?UW&=bF&4vt&TQSYHcQlJ!3DEZ{c
z5m*{XOJUqi5#&w%gbjmptEs5aJz|Rx;1soXjO$zj?f0QL`Jw*XVc$!Y{D!dx5&6Mq
z$cMlVulMCHh!ri<jkY6TV`rH(Ix%Y}N~2o1pLy_dlxAqEuTs-LN?|^oqi}ZX_I)ob
zZ=wRIY(tC&SZea3r9;p92-9=^=wvrBY9v5BI8N#UI_q1IM9Y7(2Zsv91I3cv%b+-D
zvhC*Qt<@YQb`Y<-Y5ltxP+6RBH@lsxfG81tenS=VKHy^nh{sWE!+EF$y^mB6s7VJc
zcGe@1$+&yuzIDg`q0*~1-;CwI(*l4XWITgEc1?e*yj8mwMXiueQtj$bc4aI=Qhr>}
zEDL-#7q(syi(Glz#eJ22tKBUS^^bBHa*dx$#9em!UIF~YAC1UJ3&x*VbOPu@>?{?$
z;20R}<%=Z^&u>-lzu5;Dhq*lqV+XsDJLFJC)is4;rpQ;TJYnx2EWUh;=j<N60S$L<
zDNmuOxxf-d@d7gj{{8|p-_m|wVI=Sww@X$(!QaRrZ)B>s6t%OwOEj@AC)}uZBC5ov
zo)o@I(w@p%qRD^ue+v=>i*$7L*<&Zfb=C2VNNjdeQHkFJ$^ivnvx0;lFWr`X*bb}y
zi-1f9F_Oc3?2+xGntZl^o%0F$wDKMrl)AsWcvz+xq7?;E6H8!X;9Qz>pNU4w%>SF`
zZUJidG3m(+7Vov}FnlzJ4JDfA#hM~VfERAFc@+H`%f?mpb$DoibGaE@Bv<fV$0*I%
zo&WpZ3`4d~62-DA+x)2Ihw)hD@LuvM84~V`*l(WhcH=qraNKW_9$P3)xx(`ZjkaDw
zX>&<kand?id{vMZ8S0PxkM!a4`n8-KyZ^q=hRUhS7H)r%O8^IPPSJ=q?|^PjB+(%<
zw6#8xGqx^=ox*E}xW|CK_(rqo%2Ddcf<6WRp!xx@`MLb^vp>US8|vAHi<r=}SOMY-
zoZ%Vhi`a)VV}M#cx>7&Qj%*M!1d9v7=XkNj`rxOfVIFO*%sHAj(Nyrn6m@7p?73p+
z!!rF%YW4wE{QID(5ViQ4^Y9#jzdY4VW1Kml^HaRntpeo+4x`z6zVb7mx_nJ10z_y|
z%aih|EacFUQZSM8|IaUIXd|Fj>eShNg=2Y;m8Nr5KtReG*jIlLik*WwTW3c$iiJRH
zA6a&&bfg04aG!ERLbg%6-+ctne3cFkCqXh!wK*u$Z`jegmAa6z`{rEtf>v4!HedQb
zHs5?M8M{Fw(Htv|?Z!csv6#N$#A>}nb<mX$;TS<*tTys;N7iaMU6+IZv(tT7jy40%
zSay>&VDHVkEGA}h0Qwvp;WgQ|6Ps+_P%D(|*=-kq6p_lFQql;$I!C9iB+Bp%#|O?)
z74uIbm6;nc%rGxR@;~nW4#D8Ws$Fq>_W}S^aGZ<FlqX%Cvnv)SFsa6DBx~f`2*+|W
ztAaz;Wn8{WVf%Oe&t`3U2Z@%ci)+@vr_adOL1SVunhpWh%$hFzap|_o!^79A2l>=j
zDpg=1NqIc7eB{k}W;O)IUPrggqFIXR8Mk<{3!cGzFKg12D+RQMrm8TR`E1Je>%LQA
zDX|xij*o9fk)If1q4jaIhRP<I3Y(zJdppw4_~rHh(YP8jVwbvleFbJ?{(pZY4U{z7
z_U9Iy!YH8gjq!1c^HC<xfHEytc)5bzL=)RLn5$Dgsd-CI8R$^}!Thc2M(WVgmRtWJ
zlDY(|wv@W>H>pEh<7dUc3FCe&0ig8XUSrYocUzD#0|I!(NO|V3I4vM*UNwkX-;9!d
z1qn1aLO9p^G(rU!HngrJOPB!pD{fB_6ZDbGzV$x`Df3ZDY$g?y&|vS>S-S3aY?haM
zP+7RFr9c5+U)Lw6Lnk_THYpi)0V$qjx{Vp^`XMZ==g~fJ`3;9PckJ-BI#64LBTWLi
zRmj7hWPsDE=*OBx1@II1lmB56%+Zv7{3K#<*<`Iq4CDPxa(g^=0yW+77eO`Vh;?}g
z`ebS&&muJZzuRj;kQHXfu8R5$qd6o0b?D(lJSK4dY29C(l0aI(I6SG%Azn5U6>jhf
zVWi@;A}`O*-+2Z<fLEiIR(c0D)%l)nDuJYX?bPBk6uTG<&^t(8`Seu+(UmKMsAFe9
z#1E=HZNkGn0Osz(vZ;S8q8B75>aSgns*;z%RsJpz3dPe~i4ty6utlb9y4s#6n*7>=
z|9eU!M4~7VWSbxsGx02t;p_47Q}c6{Bqr1A>1XR`2B?JKkvlx+qRctbG?+G#lO0Vq
z#9%|&gtzkJWzu9rIPG;*a~h@Scx#he=?T&9dev%Eaw+h8<J{ndy2jlx+<!wQ94R*4
z($f-DNFy_lY`h=X9={L_RYl>~-u{3`1cThyy~)!MFF$g7XE+59><AwIi7>Fr{9HGV
z+PE3~u1oo7RX&CIU3Q3H3=QKaL)UQ_U#1#8IgxIs{mH<5-vXRd_foEz9jVd1nQ$xF
zH;Q?D*N#|1nR!`dWd#l6B7Q^DQL$|)cBHMar2D0vws}5e)mAE}MbABgHN;>`)k{J7
zAvW8-V*$MvnyaZK?Ca+@S?QVq8Zq4N<wjPbbtteqe!D+1$<@AZdC+hd76IV<O7iCG
z`{L#Z+=$Yw{m)9_Pxbyu(11ZAntPL`zQ7igrgA0EAl(iyO+vXj(3k?`1F$S}_dTvy
zkeDENF|(+q;Pgb36d<)!z*Dzp%}3RPB*7HFi5XJI)wszEJgjn?<4|YG=hjGp?Qd>H
zzq)c-qGK5#0vU*vTbGCbwNFtZExC^}-`bJm`ZBQf$1a`an?N!=%QFNDNf`-o;Kise
zNTsm^eKofq*dwTMc&ETG7m+wptL<Nm`?1<<8RbyNb~IO6VPvFw1ZxQrVz^PK7K1e<
z?+M}uLO8kqcn>uoCIXk%b2{D`@TnUGnlCVVzolu5?g6b2B_b~?VHS>zg#bP*;J6Eh
zR?4O<B~O1b<rVrQ^0`{jz*3N1TzD$83(5U6facGuIELb!zGp2Ut#Dsl=L{WG+4Y4&
z&95;WYJqM-jss27YSQuN%b%>Q7vz4D2GDNQD}p<vnXWfdkShP;@;^K=u?bVlYg8dC
z8Tki)d5s4;X^1O9+U7+!HdDb4LQGI$JdyW~{q$ux-07GGh4ubz_|T^C88X0xH<e$T
zdGoY1X}=*pMs4cX-)z{m!TBTE2q34+Dzp0;%7;KLcq?C2paK%XNkc@LzhZaGAPpD*
z?dpnE*e~FO!TT3x0Zcn4l^-G(^+)5W(uiCSt_WEX5%m|1exxFW+^B+jKT%bqVZ{Kd
zxzVJI_CZm!-=PiO5{kz8=1s_Z>~YX$a)~ygbSOoA6wqJi8EV{$Ou=3H9wuA|_AW+C
z$MA8%>wNPehH|Z-?$nanph<Qlw&B_j#@xDRv9zwH8-K66{dc|-8k0w9j4MB9P)a@7
z=()W}!vZJt*n(fI$jO<7)tI(WlB6Vm3)mq_^m~k|WV12Qyu4YcD-cB{EZKs_FCQbo
zm%;o7nqEFzGSI7JqdhEeAA++&U~IArUG?Ym0AI8r`T91!jp29Fig)bctt=`-@BWtS
z!}jkVd|Pz$W&g|%GQJ6N<KHT=diybHg+AV~Ol8Uoi}vxZNrFp4Elm#1N%xqu?G^9+
z2uDc^C!=|aPM)`}IXs>Cl$TXQ@Zy>)ug?8ev4ivd!H#eB>pot6c`)nKnXdztB`q^2
zTm1U%wEf$zz^?Vf7Se#3Tpny2sX1+RQUQ7-y<k7jKh>yp7=WX-2X7c(^YJa3ZKne)
zS)`*pJw2g)yMpx&YPN%~R$_!VUelacECBz|zNRs(5G-M_9}zCWq|}>!<qLQQo}X3_
zcGIA?Ns@VJyU3}%O0RNr)%G^Hy0`$c;?9;tZQTOvJ5lJ)rR$dctPgYqpt^lR&WkO7
zZv~D9?|NkqKR-?d-@WiY%!Xz!%_6<`wDaq<^NmEL|FkNe3^A=O-Ir5IbPTDI#ixW&
zxr4|Y{M!SJjf|kR{&b;`0B-Xd?iSme)!<&N*pc_`05b?r^4xV}XEa~N$RpiQ)NLTA
z*6M6GU`#b+AOK!FYP2k0=N2Kg16Wv{YEgHdbJcHe(Tz$XaT{D7>}JMFB%=UJ^CsKI
zkLY3<ou<vx+~gQ~_R^>PUDkN#kH?u8#cEWD^%@a>2z_TLSa=!E>scS=eI_`%;+)#n
zLnExgE2t&0ujC|p?Y1P}4Mi)j#-&C4w=uT>B(D|W!o?#uQPk$yXuUdIFfu&p9;x-$
zAIb8DutElyQoMJ2NhR^|CuuMnKVkT*%4f+}?*(G`U9M~Hi`tdYmGR}QaLulBFptY+
zl&$k!m%O4e>e;4RN0&y?Jt!RQ9PzvNv#D-YVo-BIk#X7AwH7q;8%z`SQ@5tJf~KeX
z+0POZjcZ`dQx7P#0qFsgBo)3hyjSz!_=8492-kka%SLHPc-1NuyRh1T0PSA^RU!(f
zDao4;_g*Cxj0Le%d-au`4+?sFdxLh>2nwF!-pZH4fsNP^pz{n7=k0;q?5W}ju&H0c
zMRK`UhL-$R;`D@vho`n!Oby;@9G032!MtpMzSkEikQ6c;I_ImoacYs$A$$$NG5q&F
zXqDYIR(l*W15<<=LKNq`^n9;#*6MWFa>Z>u((<tnv4Ke@M8n0s{|V3VtP=|~U*X+n
zbp?G{w(m<+3UY1{ms&s!_9zZ#1;;8l4s;><4Bu%yZ%>2O<`f-)MC@fil=BVzSg$sW
zuol$^2BG}8?CVJO1@Utzq-{<q^Df^;Hxi$uGHl%b?k8h;J$x}rxffol+Va&Zlr>i7
z8rOmiR)Kz0QY%sHeQL$^9w`neP___3(N5UWns}I0UZI)zsi6V$GM+A65%(2cmwO+b
zLkGmcUw`#AM!blhx_#>w$|DQhWOo{*_gut~6n~T;tC0ofpM5GaSbyxvF36rl`Uoz6
zKA6}F@Dz9<HT<1c(pA-o*Y10FFOxmk-6y{D5iW(}axHN2jDyYZu9pKjfyt)=ltqlp
z0lbPD6ueOD$UrQMnbARm{pX)=RaJdUgz>56H{)|hl<t2rdAX|BTS=J#KUN?dgkq*l
z%jS`9k67wZez=b$zEju)2RCG(;?v99SJg<I5wW|s{e>8sI#9EiRl&nOK*rv#fc1(T
z4R}Xc7^B=BqX~$MTQp(Hei{!zG%RdYw;P=}!ZY13VuVoa#ulV-IoPhQuC5V#J~<un
zQS&}e2SqF4cxQbM+>rE<FF@nHjb-#8tUY1Uw4IRhytJ!oWUo*;;?pz8%e<E>OVp9y
zHE+~Vb5p&4*_&+U)c5rveC9tJ;oD>i>L!lIRRH(6GWgc(kaYumf?hUuc@NlGnGL>s
zs8osS07_rP*INh+4Rz`Oym*xK`cP@JxGALr0KyE&B(^%W2N)Ps!Mzq@L#Wpiq=uGA
zZ>hnqC%1s8S5ne(kesTxS=pSPPb*hu78Dd<p-EN(=L8p1`8b(1K_}rPB)u^B4M{9;
zmVT{NHw(_XEP=;Gks|28_=@F5n}}!ZFR(7lE1ZL&4g#@l1?`L#5+99MZPY`T?J<PK
zdT6wUruW6NZ6SPvE+E!9PObo~d8)OH{Z#)|v(j4)kp1bPVVc>McaZ8JEL{LrXsXll
z;}Qy18{OYN#+VI)tR3w-amcAP&Wd-c%;5a$-e-7rdDk<DZc>kj2=(+C@_*Z?a{reQ
z&D0W7R<;G?jVe_K=`g`%W9S8eKq%Z<?@Mo(P&2c}kRGF5XkOI{aPcHiA3@~gDE?;R
zjb+`FG!{5f$GFo>9@P($YFerN8c+N3fDm}{Ozk~V<CX@2G+2Rqrp3*opJrX)kVJf+
z?&EZ=8HT)0mC2;I`TSZU&95@dv_)8jpmqS{Hy$_RMq}yZ9Oj_oyS%8Q8hKG`<pc4y
z2Kx$BVsL=`LPBIv=Y@R$Wg`|zYK`3aSNS+fx0Kn03eE0SatM_|kpqc$57pI>KGPf_
zKzF|N#nBa8l<4WRO*(VEe`dCsLTjy2e+WSafK@zbY;1^n1w;cBU!0n~Rzw8Cb60(Q
zP9PDXLILWyRBOWG*SQVE3A`<eoJnUHj4vV&?3%`A0uP4sE+31eLc9JJ+nvXcA7cSA
zn4K4s3-DwZ&(%;}P~&tyq7tbCVq^?C74_Z3%x-96Vv^eQCUAWhl@<{~!IIf>uq9&f
zXFl?K6#O7bC|@JEd}PCG#gC`0qUBt&(31;-8?>VH;K=mfPB6eR#(FvNkSA(CP#C(o
zc>)hR*DF*ReLu~y4R4Pv!^}3pi;vd~mX&1swr}R)0(VL9zC)q5rY37Z8sfP6PoHQ^
zL=c*V+@)s?uZ9DH(j*myY*2$KIPiW2)8<EeeljtONj-l74k2=sa;T<;pt%CoO90tY
zNO{ma$PLYC)XE`rSA`dcvTY?&aoCGg^x!?VAIf*P6GhOAguoW371>s0@`0_2ii#EM
z-){dUFrZrl@y2fSjKWW%-;H`rL8B1HupK>Th*=(EN2Hv2j2RL_=`iK67<gBagIQOs
zbhNc8EXAY-*l%-m>_MlNv;-wSU>x!n5RKtu(eFhaSV_+xH_aF^ffqi=!##qjx)1Oz
zl1FNr7}pH+7|L`klh@10*hBw|deRW&5UTOkJl1|i56(T2snHP%R>?6S=p@pCH(HV4
zwyVLG+h?mpSlE8T+@EZjx}h1g_ZrM8kh74x__*oq+qZ2P+1-0hJu0b`w8i2vd5YvU
zj=X)TzM>~gghl1RoXba3tDns^1>s2Jyg(t6;kgmxm}EOoAN~nNpJ`j>RB170CMNuF
z<pb<t)~be+fOOi7zQDMN*4%%I=9_hG$Nt}`XY@C+0c-JHhZIqqffZ>L)D_=mH2Z5i
zF73Ku!Oy?r@o~G#c&0_G;93Q0RvpC}!*t9(b?ck)>#JAV4;^GMtDgL1XfXYp$=jl3
zOiTs26dxS2=<4jORsCvCZCy+B+cCsR?7!S-w^v9AkAmw1<m9PdL*+<^*cH+~plbNv
z?sjMzD6K9Wr_haNv3%ejhQ@8aB9sb0Tsvd(&mS{#y_Odf(>9sv!H?n*hb$l*&wA>X
z{R0ReL~P^i21@r|Z`I#_o`UNhoHeYCva<4g(L=Lvv(PlZyn*NE*ZjV;LkM10xo~^~
zdB=G}=>Y0#ZcBFigH`h^Xy(tqxb1i}-#8|ZU#GILEH$+-gi1i_lZ=pS*XC=aVKBm?
zHrt<n?fdH&y^X#B=iL<`j4Z7>1br{}6}w4D%erusx99^kGbW};|Hf!Ootp+{Av$Hz
z08Og?m%5p(8Yv$j80Nl`>*tqLKYcY|BK94>kkH!~FPvjvwZews>~zXg1cAuGeTB9^
zN=eIQI7j(`QpOMT_dVv!oTcG6A5*j?axC!RII{Eg!#@CH78VjxwG{gK*F#xFXvcRW
zkGkfZRx$HTC5(2x(Jlx;pgC#jWwvQ(7hZ4i^DjFn{jq)3FfD4cew!0j0bw^30`@}$
z2Zh}PMDInrFk>wZalp3QKmQRX?=_4&SPOO}?!f&%)c7##$sHc-eUEuXY6r~Q4G_vK
zHKFLd{N&ImzY_B7kCTK7-I8WY84ZkfLNLH7q?d{a^R~fp3yTgsBB5n)k9@~F5P{Tu
z<4fut?dKl-@pC{jkue53b5-V^L?TEr80Ca$)+a7A>}nPOEDUnmr-;B&n4f<=WX@3}
zqrNg2*b$640ik+FV<2K`WSjF|odZ{G?ze{VKfkQNY{nr|Mp)t!o3FAQ)_bTVYnc7p
zo&WL$qFB%uAYtY_AUE1Jb!BYRC<J%HXPcB~_oOw20bR8)<o)^GgcdN~jFk^kZH=4P
zCZY4@Bzg=}g=hc#^Xg5Et(Ych-Tnb2)wvoEt`%VFMHaS1>djG3s`@;C+W%Z<Af>;=
z^psW!%EI?Ra7w-TlbnYxtFFlSf=vs;w#^I81>!+bLC#y3$@lY{l5IF>%F4vlbUijU
z7RxzXEF-P~b*R-M@DV@z<BVQdoaGDzD1_b4?#YM?#{(cg__e}sl(!K3nOs1q$a|!X
zh(eZ_o?V%VVZb;^sluat#euG(&9T*O!F|L~OPlRhCc>1OLv`Mwg!^ar#l-YMhH;h7
z6{}VSp$iL%+S2CVRt6wALK3#NEq=n!zc$EtAnkQDngxaZC8ocxbOs%R8kgFXM){5{
zS|xCMa=g5}*iorq#4I&+Jb>^n0!&s%2aA%qKfl%oHpUK!(%HFF0)aM*Q0k&^Ux^%S
z9N=In@Z8Vzb$|X%2Q@K#!8x<k4qfKY7tUZ}Qf)<C0o*wY+V@LMFGcKtgT<oaT?B1B
zEz-7ol!Xm^408U`e(M1QVs+%qjQ3(d6~K=Sup^c<d$1*71`*A4LYERo70x@=@bepD
zdMk@p$vVvZ4T}{hVX>smh>7XgI#}m#sLd=wbdQ<7HP<cI!{TS4pBDynt>7qoYMTZj
z{1`PlUS>)){1#}(PZzQ<F}-X-<c^L+lI;fGPC0O_W8d~5gyU#lM1x{CNYuR`7iR0T
z|NJf;CL#|Sros1!_%UrLINPZLI7&4FJM^=l751>j)^SV@Pgky51<<L5+VLPb78n?a
z=YZa8h+3~hWGLF{hz5lNg)9+ZqyZ=awY9aWg`@0_&5bAl8XzczqErjy_n``Q5cn-c
zmuvPv#ry-unLOOX3x@dyhk*E@0reKHfMLj~emK)>B!K4P>ZqM21Bc1uCc#_L*EEF;
z1{011G|r>x9nVlV8U|AP^$rhcK=ROfy><Kc@#Dvl>2H9E%{!om21&%DsPhxZ1#M1X
z1a)q|{Ct`I{o8+6;NKPacLn}kfqz%v-xc_G1^)lL0_`K8E0dKtj?8taF?{+WE-LJh
z2}}GNUT3{Bxp0N$$-beEQ%t8QSy(C`nYBR9bF<Ut$i+&@yyLH2nl)#QoI<u{fo7j`
z(jv9mzF^Mb7RlcSrX2nM@3a1UXaBCizbo+X3jDhQ|E|ElEAa0M{2y1KmnTkJKx~a0
zw^YEwQHodi<vB+7_9Izy(S%z%N;Lx?lHGLj)T!TZDBihqXUtEbT07fHB|a`L$88jh
z3_mvYRz}7`D-}uaG4JZ|;gxLx-4M|EEIsP;ht5G8n(G6;g$ouKeH#Vb$Csntzkl!i
zfNyAcXv2e1;C6g!MRtF`O@&w!=6IH#9rcp3{17^*yP@c##5?A1y?m)uA!cH3E<EO^
z3JNrFMKrmLdBsfIKGstzWu>J#ZKJQMQV03~QV$nk#cmIbdixHVf`Woi^}W`Ki;wxK
z*KglG)AxE;QZn|ZUcbg~`TF|a8taPNRaCO|y*M~I$Na7IGv9>T0z}2d{VGS_tls-A
zEk&>`K*Sq!TcE+;?E#;Pnws%g+rql9^B|TVMgK9E-yq$3_9<Z9fv?9}{xuR3b5E&&
zHluTLl&URWin<GEXjs@STept67~NmL;!}=JPGf#*qurnc76VxFn2VvWuWwNjnVFe6
z=BHX)Tk)yj;NUSoh27=;fDgvv;8+WrdUoI>78bzym<tOHM=WgGsV@d&E*bV0_BEu3
z#@uD1Vq(~3Hw?3a$J#%&sD9uvL3A7QF;O0c!O*{NIrbsPiGwM)eEIU2kEt3Wz3`NZ
z>7hd}#@as?kix-ZqK-7?V-}T^JlFR^ZOdnj$DC7>8zN)zDpDS-qgSdEN3{knNe>>(
zw^50|e*MjupSpXO!$w6?J5Kx7%2BPXgDr~F`6ZD!dcW$9QiH;c^hHNUhu>5Lb+FWD
z)ccan?C9udJX`=y*_c;Er3qIAcW=xq_74n1+*CYp;J}zyY-?-76(2s7JvmC%7kBG%
zGa_PXe?U=Tp_l$BB`tia{=xB2s@-C7w{Nd~fC}p<e_oW7m2sU_NjvlH=$KcGi{r-?
z-@Wr4^NMJS?iOo8rD)7&M8#jh&<oN!-edjPhSQx!_%WE3F@Fr?$jydc;PhM><Hwej
zS690m@GXS0=c^f`7oj|_Cnjpw1Xvv+hdD|~59|1%8zj4CJukHX+}<<#PTbDM##Vfv
z@6GGiM)yYFiT;j`j`7D;Y`Q+GoLo7|OTsH}0#6Y?CS^aoam+gdc^-F`_Ta&ocLw@u
z;#;vMD8`pwAN88DB#*4~DWKau<Ba<^)3@IyOAizbt*fliTzWAw=Y-2t_6SX_*)HDB
zmo_N6y_)u%H;~^yAbRzjHRp2<)r-itozGju*PtmcuK26&gR(RBpT0@OR6nuMEcLtd
z&e%R{pl>kY`ReMP(-|@$cfOrEn^+aH_N~NHs~w}>&!R}!8(t{ILH$t9c=Wd@M}3x_
z>&4<wRSvs7`pPdZzP?A?U(1W;b4iZA^s}~a+O$bzD_;~U$x>E&qu<_DXhQOyG}SC4
zc`wN|qkeGKGl&>_*T*Sh63djJQA+jr_LMrvda6Puj#`kc_K*5|i!Om5w(PWN0Wsyr
zye>K%gK^z^6_(14Pe=Vd*||`+G4+h$(+4ptjBWH-Z=Y4myHz<_UX!NHoi*llQ6dk*
zbxG-V%<B@h70(MLB`4KU_$9dOiAkteFLU2cO)20`%?O%5>Z5Ec19O>8T8!Teh3K&3
zqd$rw(SSN*7~{gn{M<n07dyYfI7QO>mH+fJhT|VM<GBuX^m;XwG<1-T{kcPVq4=C6
zL|w-G+&gG|;d4}lZ>$*gfn^IIk{E-}nS$^z*5|@e<M$i9qG*DChV4<BVWW`=aHSlg
zw4MtL@WzOOTX{{R8@zf58LljfQzS9T#_rMY(UOMHVe}c4b;PY~M*ZBP^&}!3tL0_a
zlVEs3b@Y^J*{7=q+?XMWAG+yxxtP(zcF#h{6RF4WEwpWaG}Z$%mqO*sz<@3d{_?D}
zQSXpRR!$leV)d<jX35}q=8661Cn1jN(~l+)k~jmOn)(o+#PkvOiMcDsA^OwvxwH#i
zXLHvbc~6aVP{cyJ@eueMRZ08g8yElBu(Ir8Xd_OF;iIu~VTb>A9c}jhXtHs#zWjoM
zflw`ibp%sIKl<ck^v9rWvmHDgYVXTi{Nr1prqtJYKypT$H%(kk``b2_^(_=<c)nX|
zii$b-D(EVPk22}Ez|%o%m06?gkKa+(0Z%pZ+|3c4JQ|h$kKcJ$@cnlR5bKht{kDGY
zBgv5U$qm{dZYB8RH)2^y%Vmn;ctIx!GoHWkx9#N-)U85h-XRfl6N*60nR0LV?t8R6
z(WGk0zxcjJ_q7Fd?j5asQ9VJ>i;RcRk9C9RyukR87hKud*%+O97A!#`WTPM6;;Hj&
zP{^CAG6uq&xXYkJg)<?JHYjlIp$1V3FG9D5)(xA74&$H>PBJ^7z4T*}IfCgS2wduA
z*_~}%@$?Y&z;Xzp`|BgxLv6uG1kE!Q{R>+cp3sIaMj7#k6<oo5B9e2)UJP3S7cCca
zdix-Tnb8b2cDIEzL7NnHbJ3ZG56gXGQfhEndBfSZ#oQH~^b3Du{_bkSS1&e6Jrto<
zpGKu0i^-((7F!%rPxtw?qA`BB6Kb;aSMQaD)C+`;N#X|$5T-a*N8cyaKym9GNJki#
z8j6K!vbTZyDEcm}z$2q+ApIi)c*65D#(j3qjKltt1=|diE1G#oV@avc_HE#L2>y4|
zbD)72qwWVVz+G*m24f+qjnj8{D|IAPLq-^`k>uXOCL3I|#he#VsAa&pqUFWRbcIe?
zv{BeYZ88u_;AmJ-$yF8bnHuCdbr%NLz^k1?W5`!XHG*7*eRw6&i>RWwNAQ4y&`*k2
zE*~@T?&6{O=r{<tQqfu7jS%31+ms*cQhEeE9UU2yciJ#)(_ag=Or=nJTh-$WEXyJD
z2VSK7jP;RFuDX&wX%{$6Seg%!UaF+u0eKj?trLg+7)vpW2SONF99y*R`wm=*1hWb)
z|B?_1YC}UcI&++6c&DJzsR|T*>Zrl?h&bz39*u6K1!%<1>My>@A*44~QZmX@DT;K)
z5!{7XzT^jARc-H;BD6#x^1?WXVyvvcK}Z-2)1W<m!?mZ1^jsUAe>|7R8{%T^H2g&{
z3P0g=<42AqD<`Tl{V23G5o-s5+y|k}g5wsLbBPv$2)ymd3$5}Xf<wKn5F9h39RWQI
zoN!{N!93xKXm$>@%hGAVv{4$0fq)9VNngtEeL;u77Hld2ZD=b<hmX5(;X+tf@*UFS
zqzRJLiUT6=mVxp0>)>Ia2e*&ppfJH(eydZwYPB{K)1rO279A-xE^*XEJclab9)+(=
zP~xCz-RQG=02E_3N78m=<}}C`-BRnV*1UHFZ4<qkK^D*E(Qvdoas`&hkCXTnsSH|4
zIoN+ecXM*p7hJV_{$IwVb}jrYW1+y~6t?;+x!NCNVk!#-G4yn9Y)QOL>a<f@M$SS)
z3nSL5(OJ6z(j1`M<=sz6(H6k)9<_xq=J{1tQGQ-t$FY}Xpp1Z{5#~Bh$D6S`JZbdX
z)w{vLpdshg)b>E(lB74$DrKR4a{=jDpk1;P>NwN&=MI-c-Bt=#2)fqPmepO*D}znv
zfJQtpGWo48gu2iWbMWpePW40Wi(PWXkC$(B9Y;gFO?RAf1m1GkUpetCVHK?j)ccqO
zF|cfn!G&lH?ja>`$+J4z>gw$es)vrE15?qi;9eY#6i$&ow0s&L%NB>53&3Jtg^{zt
z(8mrb8xlVaTl%a4lECZnoNU&%E1l5P(*2%BYUU}#hik?aL8OD)*}23_&l|98xCH@Q
zJxFfDR7}-h9cxL(XkuFjk@c<Af86^ERlNM%H*Zuvm_6jthV4e5a$e7me|EkQ9k);4
zDqo?4ePnV&ef>sw*|5Xv7ZTA435xS{F3~9xP30uF2M+7QQbmusXSKkiG};LJi9LHb
z(Vd$PnOw}JDi9Uz&;_5p``)(th6W5-HpMOvW7%;5lYa-Hnn}rmoSNOdqQqTYQ2iJL
zAzz+zX1oXZnY_nNg+PEg?DrozgzQNhSTQzh_9SmQz-fO`f%6MR#S&?@K{7{{D7ub0
z)28Xj!Gn@32QN2|ZFoY!Ix}?O7HJExr|tC^VtA$6yO2tvruyHux(k*w=^?_Ro=Zzh
z))o5NP-zsy-pliOWk>dg=8M6~<gpp3;wflYaif5ojs;93-!a3P3nW(mV|mdet@J_X
zp{5Pw6XZ*N_`^j?0nwB0VQ4Gb7dHIH|2~=C+KtU$(ST$CM<u6rVjen<8qlgcU4PvR
zOGapsj2qv*|GBvFn@M}|M62#qXySz#HFI1CQ59Mfhhb*I60Qc3z9?GlMTLchyEks#
z3-5||JX2reg&kI0`GZ><g|4AL-mymz35`rNfbD|Ay>R14+$L)zs&aiA=|LJr?|mK^
zFed>Pm3rXtC+ySx*PUHmWM*PC<MMdVCq~hho#h2JGMYxiywSpT<%V@k6!3s#%eU*E
z1j&ISc4F3lmDouVFFev4*}i={84Bw`wBN=8IbU*-<L{BFl%M<~uXOlagkNCX-%>Y;
zC00^D?tDq8i79U~tP_Nm_}0%ZuPch|we4?;p}~WV^KN*+fuMi)ywEbE<&16l!pGa2
zRAk}BnKvG_)#W(C^fp-P0eaAwOIGngUC$bxS6)|i{v1wDH3$%Sey-he13!;h?FnlO
z7faJbUA9y|va5NUewegHEVxMh$B%sN0(<$3p_-AJDq*Gb<0fCK6&5KGm42J`lDp62
z6xTp1#~6Kk3v6tb=HbC04klr>elbhawW&-@n_Do4s}Tlh{7kNDzx??QaoWw0^~}x5
zVb)B$s*R=@G=GIDUn_-tkqu7Mh2Wg`82ft)Jt$$W(@UGsv8nb!NV?ubUhZ!TDA<j|
zw7i{ruYWq?zOaNJ$4Ff@AbN)Yq@4HJ+1YtC^-9O^W$yz;8Adnk(>f7^Nx={uYYdmW
zn@>Tc^GkSm3cRpcm$iE*tN1?{w^Li&3YpG@_&tf(4~TLf<^A$jJ9lH(cI<q)+<kH+
zf|XX~5oGiAv;V_Y6~Jx(v38YKg(}SHlXvn_sM8q#W7)j@qvL$k(G4iC^8DL+G5+0g
z+NRjaVa8%MO(#0x94_1tGGb@E)@|hX&;q3Pp>O|W5vvJF_=A{lpE73xlm)O~ms|O-
z%_WUWge7^m{bCQ_xX))*yqF~jqd=G|vYHHy{%%@0nh_O^|1!=u2PQyX_s2dAJ%ZzK
zKG?3mDQWF3_82~e76=kflZvv4GXw?OJZoXvLk}s2H4!+3g9e&6M6r}V)a-vQVlg2J
z{Zx=42wTbd0EZP`<$};jzCL6mIGQ{*RpV3fV&qG>Z@qza@qhSc1IB;<eVNK5HRBKp
z@X|X>K?9xDz8?#vq+D3^GA=bW6&=W7pXx`BnQETDfr)&1UGr{2>y%`L!(L6>B}cA4
zbP2Z4ZS?x{w(r#7ns;y9PCdN}1QK}%mA9dH4}rl@9&hek3Y8k?u`HF589}r641K#7
z0?_c@HD3G+&Mo)fJ>RuoSU8rov+i9FBfinf?8i;nUB%mbht>f(wHNPTIed_GoezG!
zjKs5`enNXymT^P2&>cDRZkI89%d+<E8cMh)YYaDYy0I%9l1*7K{&_mNOf=*GJG8NB
zYBU@ViR?%*dq^Sp^nDn#0h25Lu~dU-CQ|;u`_K|PN0a4Be&kepx8nW1F1THY7PUOK
zTVi;F`_Z2sW-PKkNb-aL01SQ07uF0*+t3b?B`7Z(W!|Xbt@x`MQx#&fFcyx7G>1K{
zecoQ^RD>-TNJ59_lW}`y`A`SwZ{;V^mHPLMbeFV?*{qq97QB^gNzA+R!(zM_Qqfv@
zAO2ae`^b^swY&t{Fvv6>PuA$ao#qJ2=`IurW`r>QiI`Z9$rsEUw|dJ@GGijSL9)Iq
z9I_AqAXWXmhMS*N*Ee|Qv9VWCm$MD`B4wDbl6ak!@8;iyX+zQX?+!^IPMbQxlQYNd
zJPI#1RsV<UbTG>kz0<iT-P!_fO)mG@Itj73b5o~IB@s&-F0UPEwjyb<8&XE=7{{*Q
z0XpyI!;rPGZB{UPIq3u1R|IOpx-OPN0)fUn+OP`TLFB%uTkt{&)*PJ;d0OLkEomFE
z6vu3vyxBk2V^KMs;N;9<-Ay$2uyN{-e;MQni2n6FVzTqWE@nU+f0>Sc%<ct_`7oTY
zPL4t{-*1K|#VE%U-3`zBKdW2#-x?=@C^Ii=>JcQ2Vavlhm7+8ehfb4H@Ocbj+W9u?
z7AbE;0^d;?zkdCCbo)$Q_*bvitv4j(SKVUIE^bl~naBRaTK0~Js=S#aoZc?ic>29i
z44=+ZQsS{0FVBS$S&j1?UPqG)Oqu{og(hM&QC<G>XtBV&<Z%+TMNh=fF|Z%%$<xwM
zJd0lPu;nqgVs&p;L6~)(joc#T1(q)suc?eD3B$&}x^6u#U?g7B)v6)a&14F7e`Hd!
zg+<#nH8m{}RX7DZwOX2L-e0xr*0QB-k9tYM0{IHF)J%_3hB><11aS+f_a5J#%W@@Q
zaJ~b&dURl(<VxZ++x?908RvNN;&xae!>%l+HpS>7l0>mXd5b!)rNB3%X)o-rwp`h}
z)bfZHoqFM6g;<2rjL>5Fp9eow3E|gmnoQii?6b3$*UQ#=FSQv`XKF}sx_hJSuMAM*
zy%H3u(WSZ*H}N85POVm-I1}2g3J}L`hKJ#_krP0&-@l^!wf2%Go=r%Trb{jN;Kd+a
zeJFxX`I3h;9u14D|At<?kR$(b{^nqIJto00>;H8}E(M}ub&0UO5D;ULV%|_&6xn$i
z!K1vIew4?xYXis%&IeC_afEU3tARo1qj7O=%>+3Sfxbx}Jb9Jn%wnMs7mc7M2KE#d
zP#W15(t16-O`7(B9!{EAfqtGv5zT1QZd@OCiO{G;g&HRM$KQyBeVTadIfibyLw?Dn
z`YPtG&PT@*FbMg{KeiTP9N-WxSzkEsX{oN~wF>%kK^@|^;Z1i#F;cR7+8|R5pO3tN
zPcz`4#<&DQ!h5lI>KLIzq!g?T&2(Eie8?kRDRZ1P+%m78$Ap<1k3qW_o4l;!;X3oG
zjcEH{Ebj=}UE!M9nUHA8nIrRiI*u}Pt{iU(z|Fkl<4b?VSUHkz=RWgU<K4iT<;!D$
z2Ed{BBN&l)`t#-h2%*_5esFMbZq@6{JJC4>jEX01_n-fcJjTS74=wp7urzYH4`;$R
zt*?NSVO9gIR|T-g22xYo0pZ|K4j^{%8*%UEp}`_FK^dAA&<>`cmW}(p`*6&@I`pi{
z<uV&hAoCL{pe*wNY9G(qKLnqDnLe%;-NVawy~q6Xp%42Mt95to>_x6hx>?B<P;ZfO
zGc`^jJ-Fn4<MZ8@ZzHP9D;!^Hf@$!ip9_tAVa#;Ix-7sxdcNTJcEq4GDHkUv9kvWg
z&$V!cc2Kz^#W(1MNd5(O%Z|5$fTW|H)4deR(esLbyw><xDq3rc(7Yz^H{ygsNFw0H
zJUqoyKI*X)N9+TXNNMd|sP5p2Q?SMtr<=P%(Bhf?$yiM~ybkevLz}^B892}LX{olq
zI8!cMiIEHa2y_tAm&n8Gw<<0V@_u~?*$R|HX6anHO_M#m`0Xb3LCtrr&5zfCRDUt>
z2K7cxYvmT`9?sBT_2-)kjn5MmlcxdPkV~-Yv%iX?YYLUiob4*;ID=X^0tG#{O_}I1
zgv`kHUjt33YZsegsjwJ+Lwh!9r|ehju!v2W?*Po?Iv!;_JIzu@&1TsF+GdA~<9!}p
zy_wb=zim>Wn6Kb2R>M1|utlNXn1yd3=BU7^+BJ}}Xu0t~Na`2TCIX6OPx|5jb2{`h
zDjcWHWBteDFe6o%KJ@kIy!!fjg0sT@k~+|4hUbVyq3XhovvKfb+mRpx*|_#FeZh$$
z4M@ktzEB4UXa$UL+3KQIIF6h;SKxO-<4JXz^~`y9`KU^!Ks1n!@1PxW$Y}_wB)rFt
z6+kJ8y)|iVB}O+a5j2M>M6Vr*$0CCJ0x)6dQ35g|Qg%a9OB)yf_W7l8&ZIjpmDGFq
z5BQwjM=1)KD|rUe)B(OIfh6cH!||<f{e6byith3U2Mdu+<o%)36(5dbRW~FHu3@S;
zhN7h*iOKuoL0e4`?~aWmG{RU6cdM!h0K>8s`Au;i<~qWfE}hqoe8Q{gb{XQOZIh^+
zqoWQp%4%)xu7*e4{-M1Ef(T-62M!*Es!QtD;IDX41?kS$cVP8g{6uABvVeu-?6d<?
z)oQy!;uQ!<;5gZN)UpAU2|r%K$ZKU&u*OKDEs%miVM(GpSn|*P#Uxwo>E~AhC=Mku
zfCrM@d!q1fvX|gdB>-8;^yR39ud0J^<AT=7cCX?T4_dxn^Zcpk>}pAx)3~q;LK?N)
zT^!V$o3a!cs)Il{4r0#6^yiV5N0|U_CRj`c9%gP~VX?hV24l_ZxJQ7n9pJKcjEC*N
z?|L7YYc+I{Xt1H_YFcafiFq|vez{Q2o1?RYai`Ae$g7ca2Q`iOO#gB3i&&6=4j_X=
zE-NgTwGVk3)6*q|Ba+4qM*_GK5ZZ3u^CV>GvoYXTqm+=oRj|@kz$y0!TrfWYw;db1
zqVvj31TJk?V#p76Ucqw7>f}MOWnyqeoz{AIKlEnq)Dl1P{utat$7OpMJ+zu$5_=2-
zJiEGgtw!3SgV*-~eS#@41QaCkOiNq48&a+!j{d^GzfiNrl3-C>&LFbD_<;{edm4Y-
zK9j93Lbs#PA13tdW&mxO+2p1Xv!^5I%zxL8*%GJm(jtalo5M<VlVnMu;1OgFuE322
z+^%qPaI|HO3@6W!zK)z47=_z`LHvqGB@)3o)e{EbF?$KK!9W++FRVVtCme%Z(q&=G
zG7M*{b)x|~AM5L%2GnALiu(qINln1_o0JJ^#+*EwmSf>=3c3pd+m7qMEhK%&igApS
z5W1bFCLoDZ-|*?L=lT2)n%v1yGtCnYq=(Ufhrc}ya6;Mm85q|zl&q>U^(bIkpi|B!
z9CxpxqG(&ER^605!_JkYN-`;m^0>ag?D(Oo^gdFoREjF_i#46^04M1p{Kb9Pc+Z{4
z$YsARf;NMz*b5BGVcT|v|Lw-E*P8Fl5K+2v3acL3OXIK-U+tX?EXjN4cE;_!C;7Y?
znDbf`yq@tFjQ<yvj8OkI&Pn&R82kmnDsL7M<N@1pz8I+MJ46}7twoVadx4IxQF+8c
z*WK_Kb4Az>pHHDYp=}Pn=y4Y6VDnqqZ1B&|FU`|}i)-bLFPrp%4#%r&U$Hy+*y>6B
zL+k}Cme+QVORF)HkSB3x{|>b1`>}HG#P(kEd;wdF()(b<ZoCUP7&myAhKeEyN2~Ss
zKeE}yHw|Ty-%)Kxwu0^#pKy({p_RqtjWsHpcEf?g&aj?3pZef)G|)9W3wk(*&#?SK
zvB7V^{>g;~Ce)0~PF#$?JMKNY+Iu@mYBxuarW)Apvb40MbGxig`&Ymh<(sYp6xsL(
zE@yP4>6#5v&Wq-}N7S%+&($-saEC8tC<p?P_Nrda*zmET*hzGj!_d8rKeJ?Ua3I*(
zlV={r*ygZ|T7%HIbh~Q>&pd!C%U#=4Ew9J)J8*3K1J0!&R9^4D2*COgTmHK{Zy70y
z?7}ZCIt-y98Mpelbf~mq3|7TQTIs#mRduh<Kvs~?zX1|VF2c%X;Kg`d((;eej6*hf
z;F=B>%q|7>C#~zAySty@J(3Fq<nbiN{f4?IM`==s@1bHz_v<h<4Wh-Qe3KVJ|IIWd
z0yY=hYsQceQVAw?4N8At=<Xb?lq@SC@xJn02+i#z8Rz}+BOK7-Iw`UViU6|@d!(T9
zu-uCl>ee&N63~A1sbj`MNg6b?A$7A)8Pg!phB}sOUS3_0-{qb634SLI0KV--lJv)0
zu*5`;(s*gANU#W}&$7`QF~dtw=AL|4idop2?vCmGOKdgIYVJQ4KNSZPYETSJ>5ou$
z)^_+p78VxyEH^Te+Ro8&^J?HtF5f*$VMCN=wOuAwp9H10_o!{av@li{8q)(k`{#bV
zH0)1J5RwK=Mou(Yu0pLAM$i^nyj?r1j_CyCIy{$zKf`YO+lC`2eCpST(Q!)B8V66J
zFwTv!x4<wqAPNSl(g6B7Hk(IUfGS_cCdx&bakiv*xrc#2DWVPI|Dx^36Q~T?DO5O4
zA>1pJX?=jG41_g=fq_shp*fTGLnZe3)x(q`Ii)YHw(WXDS_9N^k4ZyNl(X)4s)9C8
zB?M69XG)0<IaviFf^UFCDI%Q&%;2GrnP#<jdoceBE&!c-8{SC2Z>VTIIM_h~a~Zvb
zG8t!jnom4tUQV+Wo9wM%#%YQUkPhJ$E2c;_@1>IhgENGRo|65B0L(uHPJq#?w@9i$
zKdPJ4VU+?I&i+hFE&vU8(%596JxEs{0}stYoSyfD-dnFZPFn)(erI_d{*#G`y(G(i
zWYr$V+^xoB#$Qc5-gf_!<5?bHeoV2809Is?gTlI5oL6|2lXDs>Uzul^WB7j2*3(<i
zI(W1JYUyesZ;=AkzVdtrx3R1)Nvc2Eky~Wnp@7{xD7DgNh1=3yAN*+kx+4-OyLOj+
zD9{U6GGmJ7;jUvjQ>Y@&8`1~~*h|71IPe0+k7PeTL>ODQhq=59D)Hyvz8O)H$&Lxh
zL!D8NWDZmh_TPJky>L2Tfl~@=h2NdBu%Q~EWCmP4<YP!R3~t9;Ocf^`gAC3>pKTaw
zlWN4Wm~|6a_6XGZB!Q?PZZJfKa_fd~3IZmQB}3h$gl2zBs-(NPx`L1`1L+8izBNNo
z%K!XLk3Q<sRIjGmBZ_3gJChz}5YV*D9LQh8z?VaeW%PLj(DA{+dtJzMrb;nvt%C<D
zqwHU=1B?S22S93&1W*sTu0zf9x=>9~q(c>gl&dZwz9Au5NK%&74MJtiRroE(+x#ip
zs*B8<uI)a7HRWThsVXsf{4+0t5j6yvMx17qCSi@JbxiIUNz(gR8db8K<^7QIuT}Q;
zwL7UQJ*S}y>UYcDWw)Pgig^J!ItbB%T*OIg(ioI3FeFQLMTC}S>q7@af1d$ma{2z;
zrjaN_fK)sf*?=U_1_0ei&rN#;F$c)BLGtbv00RvbQoY5z98qBWC=JF=+NIQVs{%4L
zc%4ckLaqX;*!{E{2{H_fTCnbD#nsFh3M)_<l9u`iJA5B1J5AYzAQ*JZ^|x6<aqu~`
zi6}8cO3;S-EWJX{>f6&ZJ3*}2fWjQ25d=&t<BL7-;%yrs+Xh&0*);GGkp4m3Vn(gY
zN({mX$b7Igv3N(pw=&8oAcc<N@76GRiduEDY4l0;Nrp+2O$0+=p!KLRMrHvkmUCy|
zEsL&V)>)!qmh^``sJ}DGDq#I{R_#n$BqJm9*rgb;VF;8&cj#J}YRZz$kLxv|XO>V!
zFbY>)r|kU|C<xyIfz%I`OM6r**PPX=n`K*iIAFI8<1N}Xncs~XsXBpSRA*6uIG91!
z`UsxOcAtC@2UfMES55`ufZJBQtbr!IJM5X(db<xsUU-&4C|REF`x-|IfFQoQ1m*`S
zMGfO`PeH}I(`1NHJMu5k7u=$IyR{#M000@4s4Vx^VwTtJnNr>A<9EG`PfA)n<n<Nw
z9mSh2mNBRq0`;rp+kQ0(dm(l5f|CuHUE;>F{pRcLe!)}s?bMGRZA*U6y#ZK)vnj_j
zq(Yb(Ldk6J)H_mCuZ7m&5b_~M293ny4JsxPE=S@RPWrqUocx!z(@<hr*X_(WC~|2?
zEGJ}mGn|GupkqCV#e`pfPq4sH0tPLH*12sEimr{pvE%RCd_}nII_9oT&vBZnP+c^o
z=~@8)SuHUHDYTqME|_4IC0cz8N`NAertH)YZ$1Jm<6Cz)l%`9l-=}idRk<jLd2iGf
zdfANIbfYB|8IbcS#F%3NgNN|gz6YGbVq+UoH8p`kSoUOfF5LBfY$t?hY+L6QN)NU_
zfz96m$u)lo92!I5rrUSD#91<U5BzZHG#X3{*kDQKxXF5bCN%y7i;fb>N@+(;R2Xs*
z^DPlRkXTTClFHOndrU4joeXw}EtGxCspd>IBnQDF!soC3(L>NclmvhUSUoV??Z6h8
zAtgjB=&&~)D21D24*s|7L6pS~(w5t@=LYPVIVdIroInUy0Qv<WyoOz-6|ly3=^}7s
z78r)7K#p@ckHD0(S`p#qrjvS9ibchiHliBkVZjXueWCqzQ<SYy)n93OG5+?rRFKbl
zJ)=Wr%QXaG%%tsoH*kv7@2^P6g3@Hi_48)CiHnoBPtYJ;BAyF=B=}%jHwx_q05M{3
z7}&r<%*8Zz0Uwv7OXN-wU3*oB#v%%)f+qaQKHp9-sBqrw>c>IDj=S)v*+ZX@;puir
z7Pg$|5kXG;7691FC+GS$Ar;{UDFmirVWj#7LPcnLVFCwZx!614{V!B?(E>58$inyR
z>^~hxc`NKWBb=O70EfkD&re>?*#Wx_L!9%WILT>tpUje(0rJo=L7emGmocr#yf?{Z
z51q=POD@xW+^ur?d}f?~vA7P(FKVb|I83{P8Zr{1BV7rk0FT4tF&wS?NLf2*`a{^s
zXMWvOFY;OWZYWUTmcQ3R@DGA|cRc>q0F_<U1+M`?ElsQk14j9HKERck*qy*)9xMCl
zV7@XY-t6iaAFUY&j>;(n#>`h69!{8Pi<7o8IBLl-#5l9P+bAGC@Nm-(yZ$o_ZD6<$
z1?whDuoxx~O8{@f2O&fT5TktwDF<LZ0krALl@N3N1uLS4DH-LA1FEh{P{z6uO{%Ms
z&bW;gtsv7Q=za?0t@d#Oe?#nAAbO{u9}bnr>^gFwl#IhD(|IEZeXiY?0!H&>W}o3O
z(&X&5jLNpqQ$84BZu(2pwKRoa8C$H=bBi)9+a;RkW!BRZ2VM(_U$RV{x}<Lq8?6_B
z;B&uj=(?SV)q{6`@#>W;zb*_9L8l54+lLX?KTDZ*Hx5o9jBWC9Xzp&^nM1JA<eL&;
za^PcIt@AC*!BYd(&)-Fx(3w^Mv5gBxRzVU844iTHPZb_`WVXOV-WZ%9^yZ~K*hCmD
z%2uPWa>)=&2XcPr=5pQh2nuCTvgplZ-n>Hp32BI1J;H)GT>8e?VV@Ywvm$F@x-@4?
zOB>_Ae5$dzJZ)DpHkS)FS02{B5;kE9iw{C@42v`WVu^I>AVhfA=t!HPVi0Dz5YSXd
zgHpnvv8#4qW*mDQszB8*6EovbrhOY7H}Vcu*hPENfu_;?IpB)sX-&}xVwacAyeT=~
zfd;JGDx%3_{^~M15{4<njvW`FVFSF&*?gX@Avv|>Gx&1MJi3n$;Rcta>t#oUR4-Qx
z*2^rAf=MGrN6?3n#>xlZU^-rL#+(y5{7txX+!yNxPEJlkI9Q)!TN41gK@rn6BE7*&
zs17D_UYfu`b%6P}tHoBOv@)+xLi*3Ks{W6ai2*FzYR%G3&Z=<@WoAqhwcwdZu(3;t
zGM!ng5M^FNVM<|7EX-=#2U?p3%t<ua?xS`F$*Wug*Lq7M+xrD%lhpHBBh2G7<F345
ztj%z2r<lsnJ*t>_s}`3sL56I<ts>=x4*56)?1m|&w~Z%X+R{XBzhl+!Us`~OH9mc`
z?C$hVz{dBWbo%(P0xwYRM44_tw8tRv?8M!B7mE=a85#MwCH(dGRoL4gte@76jp^RL
zJD-M~?c29+0lSbFP_U2_?{<Z`YH&A=cNC(Un#Ut)RG5H`=Y3a1ZOF&l2hFF|n$rr<
z3Q~>fQkt|B4ts~YWJcEd-_xXHHBIwGK=hV__ynwgdy*2|P9HM+lgAVgZ)<34&uQIk
z5B;yVWNy{-iRX6J(#+z?bn){pzF^<<s9fI6IAAASl?p_As>vm)bLbdPX!qT7^rCPR
zl9V~C%fNBvF-!q}auQaBAiT_j?Pn3-u>?t6HM+YAX$#m+ty6^O5VfRxit?^x68MFg
znJ!hoa2_VZ8?{6f{jnzI<_(}l*n`Np?>wiAJRCP@ZgaL?Q8q!IfnK_q`i_<;gzrJw
z=wUP2mwBx~_NQiK(EnyqSEW=|>Go_Jq;QVh{PcIStBLN0?N?{VOULJhpbofU+HNrI
zhZ3wX4Dd^@3wFo;N9TT7<0Ew)5W~2L3`~mZP*C20XnsPpvSVhPOo6!A)IZF#`7h=H
z{pM6OSP=ocVhx%1r+!xO<KrSO^T<eN9`e((RD5{I+o0b>lGXvUj}KsXJk6L6R^Tvd
zDoY<LKV2p+{!I<jduRH#MEMyY+|p=#G@OJDn|<5h?#kOIN0#ukuM=l72VR9Gn{tyi
z1a6g+ojqIQ6OVUh8{$r$G$wWt1Wb#fDDD)|hqFPNKF7wK{*x(mBdLNGm^;m&3a2$=
zan8|5qS`ZzH0;G@T7+f9;yR=ZJ=?*^q@-idIZv2s&LT0(xX&{EAxF=Qiy(IA|Hs~&
zfK$DG{liik6iu2_5lTeKm=w)Ogc6Y=g=CJB43$cgl6fczWh_#mqND+(O)5%-5G6_?
zncmO(Zk^wDe&;;r|NgJ{y59eLy=Py~bDo~fw!im%uX_!j^;v7tMj*E4W;S9|eYlYt
zdn1~8%YI9Q3naoG8t|LweuUKnSAt6SsQUOzxR74Ov+odRf_7qk$NKvlZ>r%yWf7kY
zU9w~YuEbCHpsqTJ;2UBSX131L{0wF0=i1O^8hX8RLWkE)qYhAf8@8_c*)eP)Iy$?R
zIRv;3!Nf)ygvlzFu+BX+Y}hM;S0D33AMxHvWlI8B$E~xUzgKz-y+m`)+)8O*xVBEk
zvwgecN50{<=!EC8*Q+%&G-$A&rKWzEZ6YM08UW*|_(m)0&mL|IujrICh;&bL<21dX
zKT8y@3(F+hCB(&V8urJHkfIwAeO&68bi?$XuSdL!$wK~&{sOyC`f}L$G*tL>v3w8u
z+D+L8Pzhf6@vryC+Jkemt693Gw@x7^KVat7oFC8yv#y_#u^}bt=~_EMK!66i<&M;T
z0{HpE>>q7N#-9hz<ifI5mAJ-h(`>O0)t3{&bgDneV9Z`J%E0bn_6o9QW<g!S8=Tcz
z#_S3A<7dxIG3axu^hHvdlM+55V$1-NrTqFA=wY$4uju@7$^5W-kfBF}ry&0Q7K<1i
zF4TxA^K5^`d4MWg8)Qfha(DKj@VK5$M7$_Sgj2j39p=A@-T~2pdnI7@XAl5*P$U5G
z)gIm)k!^=%!?cclF8>(5J+bMkX3eU@Zof-d4rUU9iIFNPEtVKF4o^YGL1@3h_Q<ew
zxIvWm&(&V5i}WC+LKPG4Xd#?-tIsPYi7;D1BA@mUxC-3XX>R818(>4ZZqSRe+&iOT
zuzn&spS+OS2URXmuy&@~MKimQOuG;TIsxWu%jH%h_XBYCifk}Sent_<u*O0=TxFk2
zne)t*Cyq*+ye61ZeoIBG*4ty*@qt_Ml!GI~Vyvt~$;nmiApZ<lm{N8OhB+_0YuT{l
z#m{K)xMppU)sTKESePuk^QEM7#p&v@!G<^sr2mAw%0%F`6`fzw`{oyzIf(L=TcZk^
z;UgC2`Lvo$a<(o3!?qoyprK3T_tNmBsV{o6QOz^Q`Q_uOm`9Z_z{tNCz*4?DiER0o
z&-wX48hEC`ndD-S6{x1inZPhEubABk<`P_W@Oxg8Ixr6#sF%CoE(h%Th5}7xIq|(9
z&VsZBbx5xLh$&wQ_rlVVD4N`V>2VSNS$gJrES(&-VA<}C0`exX$km!Rfk0ku_^HO`
zg`TwIv#AC3nm1B0=J8Fn4JpRuNWKqUvS2Tob5`g^=+D`W4BDY-Ykeq3g2?Mx1~wqn
z(YgeY3L`K(4g;L=%Uk!gd5)wcMYZ)&y?%E(Pdrb!-R|QVr^6#YW}tjh`2pYVqh;gf
zPfpEC1N~&q{Lz79%fgb2{gw-u3k`m=%z5YXgTm{4h0Ek8PZ8R9b!&6k3Z9tz0ZvYJ
zixw^BeZqGwW%pB~&z<`NCv?o~eZTwdyal~UT^r13>=|noAu~14D6PM*Z?97@8x%NR
zMoLOb!<*u;urLB@qN9af#F!0lMV$k3<`)|zs0wbz^kaHquLUq`$peQ!W>F{_7lQ}-
z$iic{otB1a!^44*dk>O_&$kDzEDxU|3YjwoEPEdQ%fwCZqUY&s@v(MVx?x#Ht+2%`
zfd_^Rov6xx8oWJ+=RDo9mB2oH!%wZ$3YjNVF{JXAZFWapnXkEq3!fuA{Ey~CXa@uM
zKY|E;TxB))DFDq+_Ot)&WQ=|Sz#3UOePZ#-DZ6B$v_|d7t|0raY~fGNPiqE=P**5!
z1eoCFc5<{ru7VPTl{A{8T&@8$EgETGM!_SRtbeEJ)a5Iv5bw0f197cg$IMSDiItzt
z1d?3X`{`X+KsLp-tk7P+-tS9;$~rzZBgnHKpoymYla$Riy6G9LwzIAn2?N}FQ%qdT
z1iLVR%ko&YBp0SdOq8-}xEYes0CLqW`vz*En$cic>NQ|s?tZT9*y!kLoW$`+#W;J-
z@HKBRJMtNV^)fw?i>*R53DjlD>d-wqb&De4^a>T-z6a>&9R#gx^x5?L{K|)vDHxs+
zOu4Qy3AS>5Nc4Gfj8XP}RLe?B>nZfI)A!yxObEE~I`(pAUJB!8L{|sIrKD23SIh(%
zHmwlj>C&LvT84am8Pm$s-D?`Wm@D=BizPtSs<?xwGrUXQ)$~;<r{9&<eOI&YvC}FD
zjf#!`!7Mio%LSP!-(FpFNzkj((&cMzBC0x~X|OQsXz}bvm=->@Y2eqn%3sp;8Z*uq
z9u!dHJ^$TiSMLG-h=H-w2U2i2>e1#BK-py-V{QQc7|fJL&bUHTynZikTw+4PYv6^R
zm~Ns14c?Hn=F*x_M-WWgu*$SF85cJ?QZF6U+wOQ87FhI-7HU}sdCuC7p`OHn-{w~f
z&uU}xq}y`h`#pc&pUxe*R~=rQ*~dhh0h7xk*#RI;5C{8u=5bX!YwPEAs;rVyw>$8*
zWepw1dr?j{BSw@4jORHInQE_^VM!?1#FHz@DXX&Wy(I+%ugrJmwZY;?QFSGDak_||
z*0E|B9DavJR3mscZp(jz^)8E`r#o#RCntw$68@V>Si_@U#x`7CNE00}SM0>}B|RWw
zY{s11q#q3^DkLECE#^fdH|^9olhLHd>I3xF4r@QOgGk@gb`GGlmaGIM*<=9?VockS
z2COipX#`0!WxiRV!BfFo#nDP*SUj|V@k4_0nZq4_=v}FE+|whfedoG*DOL=JYiMwK
z4FN|XO}LsPChUSMH2Pxk<tXXBy(zGC3tg%oC#mrYS1g{@IwXJ7+2}I37t5wnS<d<G
z$Iu;p7yLx1TjC2L7vF|xjZ$dWp2~klfQo(!x~3MyS8^czqq<q8qvovo7tsy%ho{&c
z<)Es~*at8972+lPk$b5QCv_$n$frvkH1uBGMFv{_wdKV@BV*Fi9Fg!!R6cxDEVdcA
z!3gI%Q5Z$XM)yK^5u(Nq5y(6$nh@0X_y8+BtSG%>)MeT0n~BV(KD&t99@Rxv{y`(a
zY&Xj~yLO?tak@lGhOn9JhU6PJT+V9A4|DB&UxL(rR#sNo1?H5W%D<6hpK>jr(H&_!
zveCjg>e(>`P@A74g|QGBD}o|gRV*y-qwjGIB|}gNr;Y1?XQA4tlR4FZVuBkPo^=Na
zs%XZDjvyd{`{4Jp7mBswwXFmKF|A4I8PN_iNdk0CV@gWp?2#A{-8W-rTh>&l>Gysf
ztrt~yY?gr|Th<X&j%iT$EvT1sqx)7XKgpqY;v3e4Pw@?od-)l(n;AmT(l1}Uz)-ov
z!*8MU_$v2GYh-?_qA@o_a)Z=lIdH)24SG#twT&9{zTx^l0>d%wr&`O)n2lpRJ*z?M
zpW<8zmzLmrOld2g{6rpLBr>AkF^KOora^u3cstW?kxV&L)X<WQnI}RnGx=UN=I>%w
z#r#Ku*v9tH_67kqAI@I$w{e$bckd>g7+$I7SJ{`Kqkwec%qR8@S}GZllXubW8UijN
z?LwnG+ZD>T94za|EtzIG)lE+?L|$Qxv{v#fa(tHZUgxTSSl;)U8@gz(W0Ga8>B8Jv
z%FQJi%UXj9GTimYdtF0AP&4fwuAO>bZnXnZYYVGMpv@XE)_u-9rR>3{kWEv)c*C;T
z3=OD}y0rau8W$M2G7FhzK>pz}Ilpk^uUoIsJru}8l?t@cz`5!g;5MX|{f7n0B}0V+
zRnval2Fhyok?wu9guc}$Yo&&mv;Hb4!GCdn%B+%DUAVL;<`H(uwxG*nKM54PQOc&I
zqn6oO^FFUzS^fLQuD&qd>&SGEJsDR;b2^^dnXSM?4V?^QqV6RbC&5v=1Ke+P)2E!;
zqccw(jm$8-I#~SF+#6-W#~D3kiFzz`!Jo)Q(N~x~hT5c(6uFO%VC=zG^mbjG-hH`v
z043w{a)|MA+5q}*WU7!A3uJe?6r5|cLHfMvTpPldf#!d#(Yk{$U<^bb<YxvQK=KmC
z_aRwb9AM+-sDXC&&$SdDoXU8D1n5*L^M)(hY@y}96ED6deAcj_KA~0eG2-Hfd>WVe
zW2jmuP@0otz919H8~hpUj1yyyt&D^`RW)_rBDpH_4foleF&NXoK42oLeM|nV-nN@L
zDzI)N7uH9SIzpQ7l*+3x8aMnR@fG3yxIBPz2&O_+$R=ds&7Xcp6tJV|p#J5XV!JSc
z_Xvor;z)4=LJ3~n729k4>s}mkGO2Y9$WH1G@j#eAc(NlRPj$Y`r6eT)U~-NP(CGDv
zVl@3;88CNMHU0f5!CS;+WtgjQdKYp>OEWI1P_j->Z>+K~-X3LmK|`<bCK1~A325zA
z@P>kGL<PlA=Sse%w=bLVQS7K@UIc){CC@8t>%N$GrS`3HhtJ&*cQg(&x&k=Ot46?j
zz)vW}L&M)xVy}*k`4Zt&G;D%3C{F8^rdmVSTOta|*w-6Gr8+Lvb<rJ3YBWw5djUVl
z%*W47YV+-%NL?<fk2(m^HrF-^LP1zNJe*GCehv0CQq~LL|4YOx0hh9Hl^3+D&B@(#
z79|l%XfuyC1-pGNLfg<dbz%n~8Lc<XCUW;n@%=xR^Sk3-35hj=S}FWN?i1<*z?Jf7
zc{>1Z-yP)AViwT8ogPTQ_fb*xgFyHnaPHe)jHfls7_u0+Xn9!&e%0$S@A@#KI1=K0
z{BRny_3EHH0`9=Q^X9*;*09ukm2sUx&ad^X5MpCD9vvWezHK!`jTJuG?X{fFp+4g;
za!F_ST@=YKGA<j8VT^kqExJWNK=En5dY`{)X*Y)YtyLObtB8dBeUo3VZ^8Ra9jh?m
z=~liHuuMTQum=QFI|7<)I+cy2uG$<3Bv&hP;q?efNX#9igr2*bmLbJkp8l**!(wOW
z1n0^ZWV@-H(?Y6zy!7Tp*gnJ~aY|K);6fjJ2WNL2p4bcu%<65oWdeJwgL}H;FJHF&
z`6;%SwWh~l9+p32Y+X_0l%}eO@Zw?bMO>ESP4>&{$rMDVQ9~AM5(A2vw!@Y%>cCI)
zX74S-U7+-5xQsuE8m`1}h?<6{N8{1L2!PCL=5ZB;!D)4@Y4Hkj*UL%NT&@dT>a(W#
z;;*@pwo(`od{YfXuCeYG))!H5O!j4nmNPEkrSV5(z(;Zl3=C9j?heN|*>K#_Gxa;E
zl!?I0MCCT*O9-KMZD}@wTT3A4i>EEfETHexg2-X}TI*A@J_L$ydXp11Fu0-fJ@Obg
z-`*H}mgcWOLupz&rIeq3KhDf52kC54nKz%@XpqE-N#Aegbbp~ZM27a_^t#^e_q~xn
z4{yt4T%rH;T=QB)Wfi$9-}i!;$-bb=H>8)8uB3EY`7*`Y0KG6pW^>>k@ndt&A)Q_}
zI=F)p1+sOZD~we(Q!Rco^GDn#EtBiU*>drgzcuyRVrc5Aj;k|n7e>N$Mt8Xj*8)5)
zmV@P@d(;WMT%V%cPvkQ38st>KIW(VTyHYqs4LMt70CIBY+~MWGDjt{Xat-WJJBKRp
zFbl)0TkgTooXI`?;>8P?r_CQ0nEEh&w(+U4YZbRb26rxUZwPN85^d3C&_UML+$9ch
z-i}+CgfS+R!iX7y%MOoFcVCuPL8Sp4W0+K@feks&*v|s_Xtp{RmN2sVl&~K%f(q`{
zUk7P;8Z|t#sn&<HnHFxFCC>6z*n=bk-7!DUE^}50>c95jjx}g$9eY=*y5M7TvO14s
zpNV!nc7to`LTAg2+wYxmPmb(!C?PNbx)m<coJdJ3Ymb_d6pBeZGa?i1zGC9W7QjNO
z%M@m&zML_|=IT9oC1HwPVAB9@9Bt8Krv!n41q<`9Mfh80bM2|_#2<ubR;OOkxpBi&
zZOG>9B?`9?R%JJQ5AG3sgG;M7aSzzNmcP<Pk$vA>eNFVIhAZ~OOMn<sYiU!c_=$5<
z*0z3mqflXf9*is7MtA(K>Y5c2IBckNk$v1CN9}!n364_0Nf>b253pTmKVXXaCV$6$
z_Z6H!<4(LUe9`20`mymA8VQ^i2$_<q7LP)30KXBDNx7FA1Az69MtqloqH8AP{9KVH
zZg~trJ*sLJJ{@@%!w1cd*lvzaQlp+6AZd!6>7X&Ytsi^ifVW_Jqu3cq8u&_umrPP^
zmdux%+ZcVb9_|w#;P5d0Lo|{OKKX?mO~5stubSJfXS#lU;7=PEd%IsYSS44(<-|lv
zEmTkOAB>c+AII3O8B2gNE*a$3cx@YMhf=?jn>v47vh410aoXq4*{GFc3^Zw(xRG@*
z`?#ou+=6>x$$rjo$+JLWFDq*Pbhr8oWupg{guh<yrZ;6<qQZJWSYyQdL?s%c5`h>W
z2u1FSo*;x6pqe^^#;-MX9~^i<qg_=aJwsmCyl;iivgpkHS)&Q|4!a4&v-8o~ipH3n
z!Pw6I2q=O}yAXkhH>z&fo_zf!ZLNQSuH%dK20rIHpl&qnD{IrPcMo6qwZH~Z3=HII
z`3Hs4IaAFN+vaNZX7@s&ADP$)($1QiiL_4LuK<XTl%1AU1TU9;OK7)%|N0>(dw5@q
z6LMgjThfL?v~3^WBdYTqLEC}k-$r;rU*YFJgck($K2f%gn(RQ6xaoy2wfp2){z(f)
zEj#YF|GtjLm}?q9nkwNdI$$y!1``g`At4hjAF)eq5DBWu0w+5@D{EnGXifw1;avrj
zf<XF;MMfdsWPiiKb|9S(`QJ9i+#Xzxi-0b0AvTB5a_Z8gt(o|PYcP?eToO8^2{8*R
z70H3~V#-bj8Rc?&DX`4@NSZGjM2=5=6$1Hpc|ye99d$4gEe3oegs=muyge|Jhp{&q
zaI^dG4IUP!$m7=H^vcBbBqK{l<Go_zC1gSB+;*)QFtGYlW_#eW)Aj)Ld4%mjmGgmz
zGzpZ^DkkP`dO6~o?!?1Ude!>dbSHQXze^yFam{*(?z(+QGoT!oCUuX5V@f1;xHIlQ
ztBxSHFQJ+eaxPHsJprZQR+l1gAOU&l>*iN7k@mU6Ql(E?SX)~omJO_XF%nbNT<Ys)
zKb3o|HbgKT0zFEcE?ucErjW-!C+#l`)^ba5)Y;xQIo+F%re0$t$(4%js5tmcbPcYv
zH7FOXj_{rwFPMQ@!2f{bja6EP4f7I+K*Iqcc@aM1NiqHmNfKU;#8L7-*JXp4124AT
zk%cPlP643^1EUt)tHcO*LMwDX?A@tb-~rHtXW`euD08uZ`96Wx9F|XT(<I<3w#KDQ
zx)cB2pV2?Hnl;xQ2-I1vGk<~?CCY;rdU_yj^)P#WP$sTw$?bM6`SNY33W4Tb6`!mI
zBB)>9`=D%a4L+2p7e^tr?VB@qe<qIfr2OmI6<-P8nD4?U+@2somolM>wk!AGA|6<o
z0is{HViiz;flpnaaK#)C)9Nk|0l`~d1j+l8H1(<PHN%c-BI>K2`J)BqBgXApuJ@#*
z)Q*Z6{29uGnBqBdRVWOAH753%a<vSc`+cksG#og|sM?*XcAs1=7>&{qwz<zSUOvug
z0C6Sf8-MCjLSD`M{lp(v?z9;p^ZWdEJGq(sZ`Z_L8(faV0dY%E>H!dkr8!D&nV?Hi
zd{dPcK%hZ=m(cd2mu=GZci)$S1Wc2$LVCj~0*MmG)0eag0mGbVb^|4Shu>Wx07KSf
z*REa2KQ2vLrNNK71I}Y^sUtF7>(?Dr|2~H8qiN08)XTAgB{#`(R-d;U3GlOX-M_=Y
zbYJQHkwc0US%rmAq)mvuqvn6_-hjv{QPb`dZ{M2#(4vmVGPxwX9gC6eu)pWDo%E7j
zQoZ%gofsV+Sr<!y9*)>lJV{Odjm<UO6Itie<RCep_DA#vJE-Cu1WKZa<*`xHSDrD8
zE<_1HH-Yl=yIgl6U0-#8Bv|XbJyG>#-=Vb_fg^F+L^T^#glKfUrGl;_$PDb`WFPct
z1zZkzvO`<DK0-{`(Q&l+cB@Yce7JJur3S_hE7HcgL9D4Ltp4s4;+tc|Js6%l<m6s_
z*P~Mt0aU(-R@iNk_97e>)!jGXkGRo<i@@lr10SEj1_*X$9kWHyVfF4O?%0IZU2hF1
zxbc+$W<sPQ=Q9I!OM0vsd=&5sq?MMIIyY4)86QKDjO4da<~rLSgl~=8sFGJBK?OF4
z3aOeyc7HA=Q7cs(0ym=r79o7G2o|S010^uSZcf<?XPUh%_KF{0!1>CszMrRzP9s%B
zs>=Gz)!OwH$SJCbW$r!hZL{mWfvV4KM_O^zKTzWZU&2z%PAdx)1qUDAhWBB%YQ$>0
zPu9iZSu%YFV!4Li=O2LKPe<fRam~^S6Oh_dL`ZJi?s2bCiDYVM82Wm*fxbS;FHU-=
z+N&8*8nIKfXFVo9sMP9%#MFwE6kXC;{w$Y=Hg@cEMYgvc&=VMrdZDAK2HQWC##dF7
ze`NdX5Ga7d6}IN%mb8N=tFV79*5WmaO2!7iKBm8Zz1-PH&SWOpFULBtphvb2wS*L#
zAED4LTHMCU`XEVJ`D3Al?*Y?VP}~WP&sy_N*8xv3<fIasoH4$E(PBvU={~g;^M~8i
z$bA*54jf5U+Q)q4SItZf9PR**R(n6F+XVF3V}e<k!?Okxzpdm+3yrro4k9``XwUH$
z;@z6#qzd6lj`_V(Dz?ablBn~`{s#O|od~dr<@V=N<sxfOA<Bm8kXbbXA@2DlLfKcp
z1imoJQnUp?$!r(JzJ+2F+_RvixK+4~WFQ0V*i?~sQ<zZ;B~`-};%|z$ABXNr^6c$F
zWO@(eJ+oED+mSw2Gbi#Oqo;$^?LH;^_cgxF6@eC9aOiR$JUiLyDSh!Cm{m8CbC7Lz
zLr&<&&Mg;nlhr(0&Yq8nuz04@J|e&ZzRoXXXtDnGoL&{3Ab+^pvfsSf68-CZ*WfCT
zL36q{y>9&muH#tC+jfK@k`;~{NkvtsqcDnl9!sVMZN!dps_667+N*vv%O7-$hm4BO
zTUS<6`ug>2L}v2$t|Bg>W=KcZ-NDJ`fYmV&3M(L7#9%vWVzAOF3Q|~UODRIi>ucQf
zzPF~@v7Tshi1CyPJV;eF@=urr-WkpNiCo~Y32zY?(}i`ZAMyBQ$@Uj(0qv+7X1CvI
zj*X~Am_9Nfb{oFIcVtB7NZq=@wxx(>r_5dlwpsY%ci=UzGc=rJncMstf=ksVdV0@W
z^GQy_ETL(uUe2KGDyN5gzV6xi=}o=U_T`HPvjanBol|Txgvzf{_BV=IVQk_E*dgM^
zASxX8%OljE+Rt&W@S5B%rLetL)_2|^QSGl+##8CY;CEvmA92s=%_=7%P{D-#$hAG-
zkL25HbkKPBi}l`VF*)6d@$pt@FA$|jIDhp(z)}I3-cxpigg96u9S+tknXSldaBF4A
zAQWo=*E1U#isf~LGHqO-z3AKW44%j4ek$WRgBjZ&^~Ez;dQsH;gMA^ZXG8B2n+urt
zptBf`sAPOU1afM_ic%vvrF=7NEK*cESRt{`cEJy;jaSjNvkq;I+rIO)qipYQH!LP(
z_+2}6kg0>jb=w~~J#fyT=k1slC{Z!Z+=uusWfvCA)ZTfTyb_(D)|;N9*v+k29<t%p
z&$st24~&>08l@P-xm=8j+6QW7ScA<D2KdEk2pIrCE<ZqbE-C2D%vFP5@1xu%S~R(E
z#Pk&l>q5-ARfc8(xX<IK?Z{gPFXDZ7lWV>h0WtTrKEn@JMqef-EI}PDYzv@^DYA6{
zvB$s<-)rqx8g3+ZC%!!F#?+@deVS*OcpdlGP1I(vX_R9n0?lLlS3IEG4*6U1RDyiC
z38-0BcHLfM#i#r0%VM3N*>7@C$3OU(d1vqg?<wPKJKq9DT`opMXNaQ=tm%G0s1#ZX
zJJ7NUoF7iwG04c(CM{nq^*@E`Ts7tRy2<rwEQENkUcO}CyyZG~OG;rLu7G_t>>=QP
zD$Ksm*GP*4AWVxZnMG@(t~XKh&!ck`)M|kq0f#aTT2Ei5*IM@chAUPNnBXPh3|8u4
z<s(U*P}}D3wY}Y8xvS(SN|eG};+P~{nk4g|Pu_-FTJN;w<vo~2Dxov=O^zgg#bt67
zbfO8V^<A?O*9#}8x-94l_`Oin@RZs-sMXC3K@0`vORrZ1kAf|Kv}y!T*Py?pSqGy;
zsR)Se?hYb%xBQt$kj)eNVf|e~9gvhK%SiYf)Mp*UYbPrNog;E!9cOEQIpd~R7^5J!
z>3Pt_j^ELf5Td6P9TStcc9_&|zv_$?6~^sfvSQt@2i9Pps(*LX%y~{(w^XMcYtFr#
zK~8m)<hmQ4Fzv$x9<@myAE;mrFvfd~Xa?79lsIwoWe!GNlulL>B0jM|a$vXk$RoB^
z?L0}zJ5H;xC>)wQYKWR9%8n<p9Xz#S4LxuaBWxa?@2Z(~VMiMbK2=iEvT(V{Dj)&3
z;^?H+=UxL?f=#f#5jS_0*l%NhD0(iJ!7c<au;o?!BFA4E?MyCvr7HlK@e6R(g7!pV
zM?Oek3sMO@1!F8aT@exe7Qr8gWCv*kRB~T!P2S2lZ67DUu})0J^v)j8Fhs|VrPX8t
z9yq*d=LvuboHr}tGb$*ecBr9s^)!YDI7$tW_2*BYC|=rf7oPHMIQ$nL(Tchepc8UU
z_5%6?8fHH$guzh$q(HVs_gydb*`?f9r-Jxn1N<ptL4E|8pteYX2Lxud)DmGYIWh5g
zr1HL&^ufp>YI9rorhzWx+1sw_VAGqXXn&Df2&($}n{Z(+#6nhtRw<}IC6_1*uQ^W=
z3!`XI(DuT7oGhms?r4jkl&@9N65S8jQYkzexf(clp*E=57!o({21OkRpa}z{anjKC
zL>y#=AZ>C=aDLRH>#II#%{}|B)JAL5siZzvG%6oSDM{+kf~tq{O&ilJfL{CV7xJ-(
z8yVw%4W|1oC`x7@i((cft2y52R)&`2evsN-Sbg^-Q3$z3HCzU4+_dQpzD4z-yb0it
z!TeKyB5@)zaT1m@I}ND09BbOegam7}Yhj}fcptACW2|MM3V#-^&Lc(%F4wtSQo8Ma
z3VLf%%M4!geekc*hG!i7>opOI^Pwlez!@)PZed{odcmLd{I=M>W767inP*GKJ3t7;
zHLF@HW{9iq0f!fjZz4x|?g18T{(fZ-`V6iYYO)=NrPnE3mkYWicl3*CDEpYG+(6ZL
zj42oW15)fAr?nh(j?VVxUgQBpr%<8h>?okU?cVYe0VS<qTxMonXtLf;VI1p2)F08~
z(I~~(c(mBCOlwF%sOT)#4*5gvsuXTi1{(7b9EToDe8H(;D5ZY)3A{uZ0E-eJa#n?B
zF8ogaYatn)xD!;>SH@0H;nGiUat}*EEC_tw)#^2(T?9p=Ood-ITRd<8lVwQOtw6Ag
zo+9Z!PTBQvtreeHr-2w-8B)Iwo#;`+?*f-pWTg)SL1!TxP{1bV_7H>^rAV|F)mz5_
ziYaoci>`36eWM<!X%ei@sEgA#K;$5r@UWG1PthtXtf+=GA!1ev_^ItO0{#)G6*hi|
z>Tg+>?5lscSLA%80ZL+WLt>QvehP^9D|A333`vHb(E?-|ItaqR@(wF4fx%TZtw)~6
zZy!%b8}djLoUq;|>#SJu096X+AB%24Qf+z*wlVfBFqvly^s3O2sbefFw*_Vwcfqio
zM-RE`BXn2-_lOc|x%1ok-j4JAtl4{{j>pzJu>7%s?EFql@{HJcnzs$^*MZ_`NTHM-
zrej0~MUIXUdgXT}C*uS{)BQ*q_VYuwCH|IAozpy9#-gIB5`73}cQ2aWlvGfP%x#Hw
zDOF2q<nXvV<pLNJWf@FG=|+<IGisDcv}x9Z<P)#9$eF+f-0-wWW3FLA1-Cum781g!
z(6I);R^8S7g{67Pv7q}^JC6|x-tPbtlar~^G-}pTN<eZf4j$&}c?RG|luUiM>8x%W
zw8>zcAG%+j6m$rsk|5)Ui}(M^E1IyOpWd(Q)B9KBc+<Gn<bfqZ<%>UFZj!F>P0mFS
z<_TL^1oolNHENpTo!tbX3u#fBkOy1&9?2=yn>S>bT=B=EgZ)nL0Z%26PHJMNYJTMF
z^YcCFt<7tqp3~8_e8e9adNY0x5Gzg~Z}y?&8?WcE#$Euu`ZyC8tlp%ip*Ip`88J(*
zTNYDMytdOGP!!7H<xYfZLC;!6s1{;F+E4ORtUikTeLolEv00yU{BpJ0c&}l|Id)Q&
z1kwUTKdw5Jq6Un{6}qzIl^e|C29+1cJdU$GjCO;uPFH<e5JCrdsEly7kobP>e0Nf7
z!%0Dvk+2Y{-4bWNn2sM}tG{xB7ZL?)55J4p3<oI~-EIykkHR8nXfuq2olLaPY3G(I
zwz8HDR2l7t)w7jnO!Cm!c=!#3<>_8P$JKzAF1myS#Xvk2k<=%<4V}#&{O!boqN9=0
zN&RfXiN3V<mLKD`4wzVk3f}q1@}M{UMQ|lhy`o;j(#VmSj=o87Ny=;T&rX<Yq+cfj
zyJRA4+P#SkNGsRz2Iz}=;Il_NjeL*+-9bwK;>YFv1h$F$D;+#Y$J~6=mp1H(0meH-
zh0OYl>Ez^Es-<E=ID1)i)L@th?1<dGA?nD|cHkvtRd~lMecT1vAJiy*PH{VeEYxDg
zF3O?k6@fSEBZ-xPyy$TVF3E%OLn`b4FU5o4mr*<~^bhfDSqNAa*@4Ada}U9DC+7F8
z2>V=A_Ftn`u{ddLi9>^{H#jl3P*(t-pW2O}8>|c3)F5Gqjw%iVhwyhH^X7?4pCFH0
z?g$lLH6~Ioiafq1K(6`c#-QJ-<XexUg+@NRkZ(k)0Nb;w-}ba}+c#BYLVue^bx;B{
z3+()*(}~S-dN<_|qQ2zePEGGCbD-@}T}RE4yr=QL1;2#t9+YfA-WceX{5_pnvE)2x
z+4smDUw|Y!6^*oM#qBuACqLA+jtZQ>OG-k>QzdhXys1AaXBm^<d$bOFG<qsR93k7U
z6!JE1%alQ%&er#iw;JNYJ&-WNQZ)K4<rnwW8#mg(<JW^@z#ThuE2<X6Bbe~rgc_A{
ze-S-}z==6gS_odps*#Zz)~aK<d-o6A1@_g}U60k+tJtles-s8QPXY#Y?<<DO0cO$q
zFEGzOg+JkKJv=qBzhZjX7q;u%5SHXR9tBVlkB;2!iAc#M=mtX-%ZD@K)^Eh-y$2z#
ztoXZ__Rdjna%9STEF3CV)@~WFu?1$f8NFS-4;->b&zu-Wld9HH#*L+04eEj~2lfy(
zo16~Skv>6}b+8n#Xz`_1pHQtXC}n;DcB%#C%P01qw^9UgAy?2GRn;K<kul2f5~ZR7
z!TJ4fr2B6#ZN!R=Ty;$AviiY~&^brhc&(&KmTbMQgAb}M5iefJJ9TauBJ;AIz<eee
zn4>WKE)b8Z`$qsFzxJ*cNrW$gK8xDl$+&xsC^tJkmwT>g&*z*T2~Oh>eHkG=9E_-s
zOVOsXiVYI!<EkMM>k9Y85*PDIS$pVVvdC(F4pq564g;x8QB?_!;YDd_9^XWxe#XJJ
z&p5C`a0X6xVE1_2eua~JQc!B7Mous_74~kjv_P~n4@w3{Al~l?tOjh9L2Gif2yg}|
zTj%niT_EemT0LJve3Yor#Kc6ZgN{0xhhiU2JahJGBE_+sE)aUk#xoO+>4as0wd+&3
zQ5K9-+VTCd_W~DZsrh|_BkeooD~^gU*cKP#Xt)$lzX)4Nf}QufTL9%4vX64AM?Xt+
z+fP$ATsr~{Nb-1+a}ngop=`Y@(@CP=66~-9)S)0iCG0{cJ*M^ZE9sXEN$KfJLOE>(
zzu`i2;?FuW;1t{85U3cNt?!safF0!zPW2+6xKrccEgZ(db5&pwOj4+%wmMR80TPc<
zFyZazUO5`}-QaQJx!m*GiO@Rgl`EPb<gE=Ff-7Kq^o^kpDv&`AT9)ec(XihQ{>*)~
zhSJkutGt5utU6%qeCWrFOVn{&RzX|khkn$G<v962t}5QgYxZddoxFH~;XT^p9aY+X
zqxI{@NtqAeLz<#3aIh<6ibv%>8~{+cVJnVkwjVd`61L3}sNuwKYBKu#re06F2b-aB
zmm0r^8K16fSVuI7ycbDJVfmWSZwi|))o=6nVe>%*1eq<pHF&<x6EWiN?%cW4d^*hr
zVx6FhdGGO~DSga&kvCFxkgDHd0PE~vdB*xoX)Tj<%XJxE4_eXZOR+6^a62k<hN#>>
zE|oRg_AdC)lEzuMaF4Wt5A-vv6@6iTWp7|7&z2^%w@3t4IPVA1byM$KydfB|dh-S#
zN580~G*Y>@pKmaFyq72%Q%qNKtRb~O+eVL4XKmkTo1Z=&XJ9<qayZQw=w~k_foJfy
zTGo&B_<FEUermI2cf+n!agTqF5Js?b!$F$;!CJ5g?c1vdQ?`1d)LUTk)Bh|#yt;kz
z!;K5vj1K3TM{iNuokB4CNiNWeK-GOR!UE${Ql$15mt_tY;yi+JI|h_(0XRX!RR9ok
z$8H`-Xdvpb&8CwjU>SFzx@TCrk0Rm^PQ+z)5DM-Wu`XVKUSMn4)$5xy^_bk(mia`z
zOtq8a14gzsV?iShFwYVU7PyN1!A)>Nj)q7H_PfHML@-25oh_NBkRk+u%PQVdk%F?}
zVe00E-X|j*q$Tv$uip*Z`>4o7fK#DT2KQI*citZ;L8IiUciNQ{YNXJ1hB=1^Fj|u=
zc^nWnvjIJN7k-N*{H@JVtCnd}LlL$%ZLP_c{Q<9b#DuFM3@~yt>@Wa*ALaW}CRxi*
zw1LNS`1ng`i=)N5XF20Qf(RKJxK9A&D4V=1=v<+uCZOo21f>$iw9nnfAN0ux2o&Ex
zm=HA_g-E}na2ZfmNv#6>dVl(rn7&Xwq7yeAAxEk<r2#Fa$dOT%I12CQArp`@YrrCa
z+whehUe|&aEPdg^toGP=crvsGqTs!^o=o9l)T5s;ae2qu2+=oAftx70Aw{-d5F~J$
zeVJ9y)OZXCu|puM6?F?X;E~yp!Wg(F7my_Nma_1fBOw8Hs-UuKDsZAd!q(Zt@A^MD
zKEY2=`34*{C~@z#<}avUxZS(kWsm4_Wrsr&My4MKL6piFllxq|H+ae*w}q|XKeBK7
zYHboG<Y%R}%qQFR;>CmPvP#PDwoW91+{R++KxLoFWS$EG<2dg$e{4J-RhI~;HBIp9
zfH>Up$;d!K>JDN9-M4s#nAPxCtaRSVq%{^6wN&@7>{|7wh1fw6-K4aXOFc`76`GVw
z-A$DVf*fUvs|AI|{bf4Jj(s?BAl@C+grL>Ao|FdT0iHew{UU{`dE>ig)Tpv?lh%D|
zR2%h35z_}Y7Uw39*CfngV`fPJr!>KP-b72N*@z`5$pa%+wNsq?IQ+_4@~UaPf>4UN
zg~m-!bYFT{WU`#|G8Axsy@g&kP9RoY!8P<=yWNL+;+7E`-0LTK%=Vo}K=~2o3|VrO
z0Hq965u_fJ>^l-eQUvlcsU#TBah)5U&qMib)T2Fs16Sr>x39{@EQP~`Kd6gFeqh?4
zPCz1t%CmzVbGV+Q;yx{6J)m|KE*U36;Zng!aGN|Tz$_3Mm!<;+&nM@#U0HL(({O6W
zy768T*S6d{09Ac+=PM~zhkN1RDK?{&=hM!=2NcFVcRECB9H)Ohnk*J;V03CvGga-V
z3apr|m7I{k3tLRI&@zLt!=Q%h8yFl>ez;N4fjDLvI%vU^l$?ChU&5lF9@5Y=Py^Rr
zwMYP-geHo1@dth^t#}Q>!6qWwng&tWz|c!?ZS+AW2P~laPYXzFgBZ8NjbM%5UkDd|
z0#k`Is+>qVmfx?!9q)I6mj`clvx*wB9Q>wAwl!!KxFCBS*Sbn(ybiX?%+yMQ*pE@O
zI$&ciP5*?1B5!a#;FUE?)(QOS@u$SnzAGHN%Jn3+q<nDJbt>v`$&fV6u&<(KjrCF+
z>Ik5Tyv5=)WC1)|lt?K7))}(!axKGCq-q1N$0Tg3;naglh0_-mo{T=fcxvie`Jbo$
zv1-Y$br~mk(gB-2$}S0LMIyRh9p8Js;mB)*l)0i=n62?#TVMsJ8+xRK@(Da#kG<iA
ze&2zNB8<u~=bePfHM)nUqAr7)K(baOJ)wy{%C5znXc^RwOgD_aC5%SYHS2lsfXc*~
zM<+be^7~hW^^*M_{TC3x(e(q02_R;EFhd0*gQn?rcywn>e96P3Q>Qe3H-F43vM=y`
zhw_UkUuv=t7co2NPoiG?oce?8CimwVHI%C_K)AhO)21oPrt+mPUUUQ08tFV*!U;6U
zM@3pG9OzIQm*jh#&kI6X9<6s|i0wpuSnfh;oY#v8mFxH9ZtyX=Rc5>fCF4JvzME<>
zASw$oUkWV3^;XkPLp-4wB&oijn9@E{YZ2e+o*KLEPkRpf14QLHiApFy4Wz;bWu?)$
zJD2Pyil`Lhew$km;L&+XFwCOAs8m{afHpU^K0||O4{XEv_!O`i$O(Ko*?x~41|A;d
zM3b_M>|YIlc>h2F{xDq7p3a<J<+i{$P!~iIv-7%z5L_DO>jKiLz2UF6FX7vRGWt2p
zC`*%~a;x(7h<MLof4_i+SC!J3KkNL7DO8?A=7BCIloc>eVp=1aNnlnlZVx({eS{<8
z@Mse?3mEP?TtXHU`?3oiIe%WF`2OMVa3i=Q%fK?9#7@1G;|)j@u~qsxbUNhNw4SIZ
z;vZY@`wIueW#baS3Rano*Fd-or2fD=gKM9(_>9(V0#0)zCMec9M(r9Y!RwO6{p|2;
zEq0w?TH?^*cNbBnAfxjW+BU%Q6!;=G-UB-m<Z*?%2ct{djZeb>E4@K`7`XKoNbC?(
zz2Kshg8R>}_BXFCMW<$?q^s@*oS{P+m$3=8JBk{sOguz}TOr(eZ=}a4To_ck_0v!~
zgsnvFSU#OH7Yx1=AOJdr-TQ1>8%BGL$%(A12q)VyNaY#QIPUO%F6hZBf?|}*6Q7Wv
zF?Y4o>HhX@H(x#7_{#@y<F|qZ3YK?O(`QuItX)t9I{dsXcfHWBHn}_<rl018q23_8
z?ujS`jDUF4X60BTb)((8YeUk~Kd%c~dw8oLwPj_4#%HKvIPdj^8nh$gBqKycp%I#3
z{iI@waTu2>CI%?-*;(4Q2(mL`c-EPibi;iU+avunN8ty=K)r25&Q72tRduFKs0l&g
zEN`$GoXE98E54uk+x0nBlFddcKBEvNXeSARUmFC#9AUG_b-#r$ygBecoyE?>D+1S4
z*gUuaw28~f$y&1nE&gO%c5Z>i=XWq;BDZa1?bhI;4@-5j{0i`m?f>CjymWMybT?=Z
zRGCS`Vfs+W7$iCndo&>pmvME)=}MpNu?p7#$)Qf(cSNQPh<IS%Us*PyR|}gvGOU_N
z$buIP^Ep$#2-CNdYqD(}@*SaVC|tZ@_kMAORv-}%8nzL|98U7N#;?S<CY;`_1;IrE
zSbzCzv#qJKvw@ggKRBd-+nx`9X0g!PMunUXtw#2;s>aJfCSEqOS400z?fPVp!`m8C
z&lL1hlIOJl(!e-W%?8sLC%DckxXY#%kAMzNYC2UAQMIJ^`w}o3Yh$E@LHZ=3P})V0
zS6KbBHQ5!w-(C{6?YqGSbO~y>q&8Dl;ZMf&)d{dJyd>w8a?iU+>G_f?W2#c(V_=#Q
z^J&j2LZ$A~<z)y`gQZL++crYQxKl;L{EmXDz-QFPrat_WR+(InJ|;)UQstZ3EaEen
z5hlH~aca-1m=&V5NcM{ll+)X)e!fJAJ;lb!eM?H~nvuF2;j9KldCY${Rz$3dqgFXq
zunOmpC$2uLuo2Z#@OY;<_rPIY!20^MALa%_D|eBU{&7jJ@J!OQFgbj#tN5f)l;d2D
zaWF#0#~_x2Cg18~NQw2PAY9u6?d)C6`jeY!&o{`;n|KV9l_{Gz>N#jx0%jj|N(lQS
zHPQDv_L+K|;M}N@1zSCiiH(11S_A|<^Ia(zA9!ftiYI&+d#7h$5d8D2D3IC_DqTcs
zG;67o<jl)2v-%WPO!jugc(14B0KQ%!M{7T!l+t;Wmt5#eagx0nO_oEw@+foa<X2Jl
zemBfIb>Uh*YRnnVTw+)UvB8=k=_&yJZoIZm1cxK7HPRBnf>y72cyz1uN@O&Tj=cq*
z?}wFiX4P59o-Aves=>f*oD1EFI(hGDW8Z={W5%ddT_mSF3d=X0O)Cp$M%0Aw%_Iu3
zuQsTNy(+C`fX5`ZJlM%;nO80NU6kl3$)yR{o8TQ)>Ez7|0E(4?-;itaRH6HkXV<EQ
z7bs!PGVDR7NOW-<EDZU(th3TLktnB`0N(^eW^;y^a^HC>iRkm=ku3-!)ZwAwNKjmF
z)y_Jglp~zY!2L2#B5+jI$sQDU9wX(cQ2CsxH-T4RZ%(bBUre|?+jkPx&<oF51iseA
zJMmyltJbG#vg5<Z$}$8l#6hZ0rK+z%JBp5Rx=yFI|7O?L2)GaUNoBv_-=k(lLhB7K
zCcc5{&c=$Z*?4t}T3)=yk~ajGRyEazBLZ0ei*I(MF^cv*>J?G(v8CFanTqvjvn>`8
zvBcA(di3fIoR-15Zung|eD*$`d*D;!)}4#%?MO^aNwEc>Fw(&omO7i}wyWNwu^MD9
zsKWp!?3A$?lQMBBK}479TRM-l*3(0MYlmAwcCtQS6G8XcPushY5z|MZiCZO{>Sqy3
z3(k076Xg`;i=n?MCQ3Y}Tus2SB_eJ^Pg2z&X#E?1y-<9*_Z^}JY9LZ^(%m4e`8Jip
zFMHGg6_&ODo7G8<vPzpH)OD{`9L+^T7et4&9q+n0J><)EU;rXFn2@u)VMqwo$DDDR
z{ao&q@!0wds*099NH_H<i%N$rzt6+Co&MJsQ`-1jLo5;W_DQww*OJmTkDoJQ{koEw
z{L?|tU{_E$lcusTw9s`ZE~yzbQfXN~_btqcov!m*id_mv>sG!2RCdjJ<|s<!R$V6y
z&31tK%|G`ECgF|cA@s@tC%g(#rYE{+q0B9!k?VacDio$c#R3|rO8Ib$Vti!g4iEpK
z75mH{ZFlvC{(v}%D!PR2%Q-QpTM+HvEf4&~u1M~$Dd<?*``xqW8PZ(A+4sd9XCzXK
zZunF3EC)f9nO*ou6tJ*NF!2|%>Z)*2PV^HBxH|&45B^YNY@%P6XF%NH*;-GJRe+s}
zJHbc&9%UtVfx^;FUMMkZlZB{_Dh6dhmSW{U!f6ipxo*eOermu;st*!dgb;KC%1Z}!
z=LHI(j%A{<i_L){#4JpD$rXE^Ms&VM-(c#(iWVo<zqlZYU@G7@>j_J&XKlEEoEsUZ
z=XwDR_+_nGugIOMETbJ?XuiV;>3I}^j9JvSy&pa+_mQU(GZhPZ9VyKZFmpb@{^h4?
zZ-JDf`)i6|eUb)&-Imn8d4>eM>l_3Cs3Py@8(UUQ)?xBDjN{m=3HolHrrtGS1$2n8
zM6n9hxGnrHZD44)7b^M$X6V4!Bu;DuekaxK`m4P;2N||FrFYZ-ygFimP`?|b)OUks
zhfrAq=wubz#^uyp5pAnx#$Qu`ZyPT21hWU+P@sn~aIGMGeTFzMhGIenX1(VF09Htc
z7owN-ElhmrL80FrlnSdyKAAkbd;6JE^`H+BBy1R<vxw3sn5Sxqt}WOz6C{Yh@jPFe
zui(Uqz9c9~a}60W@oJVS&8EbiknUFXuaqd=X>E<J4dsXoM_o!cZV>jLJQ2Irqp;6)
zTFQ@z-jQ8zl&p`%`7D1EEVgrU!_uIwqZZsqU+v=`HvYnxi~3@|(UO7jYTLq%Ps9n0
z%}T0Gvxsk;6zV^>Q0I*9s*hbw+p|1g88>{cSa`m@+py@vw<E`;UN!u1d)waN-el1H
z?E5keL2y94<wt@#?|VxLU(J4bX?*eQZTB1)DX<@I)CXH4qm?bU{N#CDURG|d%=gk5
z*}Ax%n^Xui??<l=nz*8yBPHVjhZ<uPBI>=SV^$or5&;2%xRTU@)?FQL4uX^RWlxmG
zr3FkASCG?o)O)^u*JA&vXx9r5B+8%4>{${irAT;~M~Ce~h#H-ojK<7pc=H-8xJ@@~
z_M*R3ZFUbTs60`21#-1D^uINDrFe?;oDcF;kLTH?UU8-q(f`Jfm*m7;wk9eOubz{9
z1r+BxEpWUkm0yTd{^a3O2L2Pg#_e73QEJ8Dk<)0XqQN%44AlP8j67=6Z!fti@Yc43
z$|UT9*9c4C;!(BtaXAHCo%;3*|0mE09bvh#VfdozKQ?T<@CYrf<4+dJiJ#1j-$YaE
zwi>O@28=aivg4d>;wrkf*5_*C;u2rGizvxnUt<f5N%TW#!=}r+u?0kR$hWy4nXHjP
z=rvk8oOv?O6IkoqHLl=0o=m8-Kku?29vRZVS`ZaUKPa>W=MSaQg!rMY$aYxKj;?Gl
z9}2sl!I`2`O^MB_i)~Sq&Ray?!ybD<6bBnE?m{GgqQ5|(E@Zf~ZYvTt$C)2&8G9jq
z)6seVkq6r<6cf(DYt01p8%W&~B<6iMg4a;PFCaW@R%U!dg8X!Keh}K=sOf})s{Zgs
z)e*`7t$uh5Ijx6pH5N&sm}>RlpJ&0Izdi3QmEx~^QGtt_TN=Sfb=dl6wKF7%E7St6
z(8B|Tfi*mp=m<V)mpZ5%CO84dC9jGAW@6N4CGf2CvQ{NP2cej#HV=I%8d2nLgCZnG
zR+|0Z!1qKJZCrlhFf2aCz{<)hBWL)gOh=1~ZW#T(m%epX(}42}cUxCHr8k%A-IPjT
zm8L&_qIb3=B>dMhYRZN+qXk^L{n)iWlCi4_w4R==D0N;R?k932E+`)%?d3HD3oqS#
zF!lj-r|=|dg8ji(l&Zovq8Y5nz%F%=@HU1FM$A5C{nI0YE*rO67aa!C71Ks9A3nd$
zkTS)!$P}OC36{toeizQ9yv{D)611aRy;%c~HRA=X#Ii$2Uq2nfo6$*5Df@M~6giFv
z)gvn?5zPp#7ppY+_?-WoT@MS%Ky05;$V&eP3<cU9zBj03W^G)Zx~+9q!qZj$%k&Cs
z5Z>vFW%^BVFbx)62StZfQ152jSQfh6QkTe8GI!2XlU<(%<Rpu5ayVn0+$5TwsDEEO
z?N2ASg$M>Of~JyIfVG;rm%-=samNj#x|d<#9Qz)z*ASJ)lsMjx&b%`9FPC8Z0#$vy
z&sTG!+w?womuio~|4#IXnAoIwO=KaOM$MemOnfp|37+fdp#5-9=zf4~0&!2@Bg3`s
z1<)Yn32}8#s2=&^WDkD}N^AtrdXpnN-Z(`>noE0OLyYQm(MQy4EdMisbTMzy+Z|be
zF!^1R`{{?bP$}Gk<4=ATv%s%a<_yz%n{aul-gDsv+FBaswx2ejANN#emYPq4s1;2s
zaK2%6Cbo5TX8d0N@URr??`LXQr81d-xB~OxtXF5tYDOcSG|T_nOY~uD+Q54W2`O?3
zM4aBp^X%L127l*bLMA*3pLnGOG~f5HqzDD>b9HtNbAXKv2nbl-vXGKWR_&M^%wwcR
zQxu!(*xOJ4opTEYUx~GqCd)m1OOf^r+1;O`dH<u~dV^s&U*R0)eGyp&Qrgmy@^k-M
z(aU6_a=bcwp=LBe$o}6poVz4eyU+wZi$s>a*^Y9XIcu&VE993@r;$;e7zJIZm{2v#
zFo<B%y=mQ==J#qfTDY$w-{ftrc>q&efaNc55vIqVG!OoW>ZYUAlB@sYBjYNK$45=O
z5c>zvU=!9`S{rSvi&wXLqSZYbW^B$H<zcB9O_XeM>ju|Bt-rg@R72LzV>Cw2rfi=7
zH+js0!x>ya?I88w5E+|@Gg>JS_Z}TCSFLwy`k;>6d;)~06>?o7g(b*rNNeBlw35s)
zR^QB3=Mlt{Fn1UVa3|+WkPL0R&ydlEJAgRP-e|mum#W1CDVcU^t;%R%Rm)E=SBwh_
z8y~vYT6eOOp67Bas|NG~GYC0lb`ye|ga73T!Rr3f&RCRSj6;Sr%l|SI<e3vU@o)||
z#~8!VqP}@Te#V@7IJ{D83Q^|bpf6_t<uFff$I7MeY%cuy5)gAx_4)$}v5arpnuuJP
zfoDC<2gHm&{b)S^O19pl6=2|n3(cl<-k1*O(?Nlp=%HF~vp6q;AM|f6w25g*oEeQ<
zMuE=tc{8<+|BYUC49;^fy(n5tAZ-2~YLyB@vXLg$q8Y@@(De^!e5y~wFXU>DC)82D
zJ-W~6==oRonQE1=l%3GOG-Gq-UZxw!6Y{O2O!81x*k2{>Ly$O7aQrSXWd71N7^NWE
ziNXH*G)Rm`!$OKc@70Bl{~MD?z<yI<x`;K3Vnsess}q=rD8zY{fE7<|(>W8O>}tDp
zvfo#=buj2VNu&^8EdL9U$_8TRZGC(llxR{9_SkDW?@d=4vpuT6P6F^IP=D1DegWIb
z8x@wdd!0{Q+=}hz!U7&vl)9ty)HZMj#n<fQ*?{iFphu2#4EbBd1k+ZXt*aT0Yp_D*
zUDD#fYz%g4FES(xr+2IX6dc2lHmB+J(Fq;IMxzB#$H%|8+4I_$-G({xE;zoT>DeL3
z%8Hg;GQN{&?8e~Nt0|~uix1w!OQ(E4xf}e)$B!Eq7!>sIEwwk-cY&>*!(pq#E}=&+
z#;M+#_jcSGN-T7B#S7%?y2VtKF3Q)^GPvHc+R@TFv;y#6!8Vk7JD4Vkt^<c0MgqOZ
zaTsn0r$TWEBHw+DX*}f398hdmZv1-1<3}QkXU7w2CRx=rRzi~~X^YBxVpA&}McoIK
zfupTjJ8p9m_ZE;V$DJo{<Fq<Zp5f^MA%8d)v<`ac*w|Qr+1^FRJ&;jwXs0_87zu-Y
z?6<*A6R3-;YlgRFjWV<PCf@DvfXCRk&+Mma$4u+<sY@~dOnu1StQk!Kxc|3o093f?
zsTH%{)5rsvh*1a$N4as6$9RZ`>CrsAC<KBllG`zBLqCoCliMEc64oc^57XZ&B!|&(
zfWyX3CzW-2J!EKjdT<6RhuES-Yk}aU0hQrdD4m6lry1dJNxTZyT7KHVs4YV`Yu!(d
zdY=AJAZeK3b76|47b5Hwqw8~0=Ep7V=YZt?c0eZkEoxa^5p1Jgiaot7Rsl#T<CgDA
z942_6(_U=k?!X|($!`2a6}wuAu=9wNqGkd_3Da)=>ts9!&}5In30Jr9gGp5pF*B6<
zV4g++%*(}KR&ffLsv&~GfsqqTF#d?S>#7#BWOpZ$fA1ryA}78(Gk(c>%#K3LGa>7d
zeS&_x4BDZWl$1=|5z^le$sgJ00y7hVn-Xt`gaP8$AB&PMmx{Og`hj!S<3O%rhQQ_R
zV~Q~MhhixEi<dXuYyvhrVe38WWtL%mZ3p^~9k>6f9u!MO5a(=qOE%hP`XjU6UC{`a
zDoS`6azF3j{&t-t-jq(tGJYiy)&Vnee;LI~=L4fs4u5%U{q1`AEo|*JM;Uf;+*V8L
zIolfI)#D4b-pW%ke2TyQuEA+&Bt?X9hmq2P{lv|G`fqW2Y_ja({*E9;R6E-o8aoY@
zh!uRhE}}galHbjsuB<xreCRIJPFD?<0j6Y`*bQAz-DK=}cC3NAkB;;->t|u~L199$
zpMsqjGDq$ZTw)kiPoytK^OHt+d=(I^G%Ktc6WTaqSgrzUfUNp)#d$OxVnmPYP@L_G
z^b7I%!LcZ?ik+*lJDi%(P`83tR_Qlj^O5qw(1^uNsj(~jNuSZuKKGX!RVk-Bg{2G~
z&(GG>(1;dn!R*k}ooNoPZDSjO3{npfBrT#NmkmfVxh1dDvlZ|dfW8TP??GMguG=Ms
z0aYq39kcYB&hCkt^bW0#c$!4pA6Z2$=_Xb!ce}q6fNGz5(H%g$&KQJeDd>LUl`?4R
zHbqtDC_zCq#w`x|MWv}|MnMqex?Sm*Lo)Xi;RZj|L3+Na8h(uW-E+D=vzZ#8$O(}c
zRsM&e5)hV^s{&bLyk!V(&m4DUoOJS0kQ=k0<%Pmd>VWx0+}Mm&finFJmN+k4fKTtH
zqBew56~T_f9MOROaL9L53}C7QO?u7flvsrh(^O!!9}g;YSZ5-5?QS*aO`)|qz^^}a
z*##O9KABzmi|x9wR208di>{7>@b=P}Jom#;gOs(bdZUDnPcxfEKLWFv<1US1V<U<S
zfxrkxzb?IVM%Tc8F$Fk}l?y_lOpjU<bd#8pMMIp0tWz?8#bMlTa(cS#@@5kF!_@E8
zyKNi>sIKF5O>|tq%pbB)dLht|KLkcx$I?1i(EjcKp~FgOXt?pUx`C}V&n~3<T59q^
zf?Ac{y}=l>aL|i^s%zR0>57{-oN?4E6jhMh{i06X<U+iKBN}7Kd?Adm^MI5%KW3&P
z6g`BZ+v6DK;Mt7O3pI})ns#eqY(hN>Pca#CVoLV`LzIUfl6cyeX{k!+rV0jJlojiD
zZJ=Q{6`H42u`k-`nvFn6-lD=ewY3FkZC%eE->bn9FmoxJZb}8Ypi|enSdGA;`)CR~
zK$HoW`*tmJL(;}GokC-_uIe4z(|!KdhJ2HeMA^+->@uY$dlk@-+u-xq&!tGRe7tR8
zs$*>ddt>khUQtO%5yDOp{LEG<Ho~$$dWQ>!g>57^7}4QH!R-h{a!^>Du}}j$_W;J3
zR4Y1Z*<C#8R3VRiJcR;Ce@<@KFPW=Jd*>NZQ5vuz+)wr}J9vJ48F~~AH7Tijs`HoB
zTJQ@rkzl62*||^Lv3bz;ltZI=b&Xlr49u!)1iKg_awk`I^E{d$k6(d{xZz9(0GesU
zVcY7GOD&Gzvp7!wOgsgY^N7_fFla;w`wn&p#RQkQq}56Q?@!2V|4LmbsHosO*YV@W
zF)wpJ?&*V{W%X&Ey#drYxao_@y&TIj;7d-PI)HJPJltH+)7?INg0a0Ca?cVanoaw<
zFg+*}wVp8BW7B^h0;W9uq|Rapx<D9cl6MVwj!+TSfJj+9iSB^TP^<k0OorPatm?<K
z>^j>ytpV*Zkyz8mfa|M4P=j8L<rxm<8GMHyFim@z<53;c+VobLwYL}vi1~~<@X|UI
z*Q0%Jnci4SP+H-jFGen&8ug!1mq!P0g?wsv+;q4kIDE1%BDs+h=SATTjcagwqn~W_
z1LF6C8VfBPl-BZ?ahj$hH1$Sk`mQfD9d)MSNHzTR-MAZsH=)nWaC;>av^a;JX={4B
z4<sHKrBnO3w$?6oAv=<}9a9eiKRO-7rhBl|hD16QDPgw??<{n1<+6Zy?MD`qN-ogQ
z2bdBKD~G;TL^gpMp@Qm5C06avKnke!poww|QEb+WHd2(dZ0E~Ht}kY;xzl^S!eD7i
z6ws_pD0xcRWZFH$;HKU1U;wFI>e|#~>ew6F`2b)O`W89E11Fn=Zam+qrIJZc5V1iq
z+#MXoZlnbT!M;E(BsxT&+b85Gy$aXA=X*)b<~U-?wEKg5W{+(}IGKfX49)OC?k(l+
zi@2tf0a<{pI?trTcY^ob3U0$Rh$fXdQ!RPs`JPStd)phHe_Ybsi~Pmh_V4vTrcb4|
zU>Msoq~d>mts?Rfwlvoyx+eQ4*svj;@8Al&!2p~|=7l(U)$PDt#46^@<TL?g+mJQ$
zK6Qcyth4Xx-5|{IxQfOqh|sh{Wh~(D(xkugYacOWxEQs%*at$ZkwS%Xrn(tq8)%9z
zvI-`cazX>(piSDTrxNyO&Mw<egb#pd1wWH&8AqnS@ASi^!fa_zNIVi9yDPMIY+x)a
z5VCFXw(Z#7HrLTo%*Ub<*oq<fz%ek(@fQt3;gOEPWdr!{4$v1HAl>f!0h#4FU8{-?
z%@!Bm3)TZdjlj;!9{AU(=}SCna%y{OVI-(Pl^8!LFaHb}*YB1t*Xqmk2T;HVjuHAz
z^`gE|7dG{najgE8%_^?f&vxok&w!@Fy6in{^w01+mS*s^*|0|%TB@IKAy0$gxdkUt
z;Xm8m_0ouOtc&vijztMB)Em7)c#Z5(7Ite~c?0@oCBv+OUpN)Jj<Ta~phHlU!XpaY
zn@jj6)<IN107?51^+V!AZ@rraLx7xKXKMpZIfk&i!pR1g8enM?SSyO?><CJeBcjjD
zUMD!_WY8YE7;>pb*GTCTIStWa1!NDMZyvxRQ-Rqn4Vo<b2)#j&W&-J>;tH5XR4{X1
zewR_xm|9=ZAprRYOBzD6jB%y#SM}jsOu-dC66~=Y`js;P_R?AjzHj~G`ma^@`<(tc
zkyLI8-vu&_$mSCgNGTcB$22iu4ZwOcL=ABC8+3)h|Dfc|)czh1h>i`!(m)*saz)+H
zv(y1K?<@CJ9)i2rFV(8KNYk_Ceuds*<IjCRkf%0II0?Z;d+a%lIrHPwVo1#lbsp{x
zFRcHAGYv-`TLPove4qJ{m+W2;l?J}$eh)01)7))2OBa%LrWn&OA2Ik>-!m}($EpS8
zOoOv{dN6SF7zcFDC7+3yXrSOEnyd5|Pe?7joQE?lJ~?A^n-(xR2Q8F&4TZ${5X^VY
z(1N(sj^Fdg_j}pwLox*0K)Ef>_>1`sFWFG)7qF@FmUF|H{$E1Rj4#10{fjT5h^l`4
zPiR$%eyW6eQ4e?C)=JHQIakVjSxF6&6~nRTAYO7liI)~ltyf*O61G#2^C6f|#pF{l
z48Dwd+H&q~_-*(O&|5c9GtBuA%%@hLrFv!TInn7kpF|$8g?iM?i{xGY#hx=1_Dz+m
z(884SNo>+EF&R&YB8%~y@Ao|+#))#j<z51N$+=fsP|MRH0;#|-t-p{8iUL({-lYzT
zoR42tL#43J+h{x^XEerqm1>x=W4@@jtv589JLltH%|{poQ35vU!udY)sncRm-~13I
z2CATx9sA{_1;k@Y{bNf&dw(J9)b5g&h2DStmxaUw_5%8s^Awps=_T6$RxIQRNq~MJ
zx6KClnW~poYHDi!_lHU`G0Qco^Zg~Q@P4~%vjG$B>Pzdv)|&p`yS|dT(Y)=2GP~Jt
zcf;2w8=+jf7@l-Ld0`$f-T^mwNLDZP=;KUdammwE*C@S<NP+d!BFv|BKQJBOdYM_3
z{r2J-@VCYIGN>nc&QoMQw)!Oe2p)VHG<ts_Oa!KiFN68l`tQ@4yd%P4CANbmL-hYL
z1~HMNIX9f|Gv75s4x>6J*Mlb1RV&RYH+Q$gL=AJccCIZ5<b0p`l&UrLA7gblLn-&W
zu<|rMVqoOtZsf}T>cEh%#1o=mbQ0&m*lfU=;FNQ~K>CX(Bs2+6NQ4s3y(&wBsC%zH
z>4Bs9iziGcUVnEpY~U8oy}DYC`l`v04)_QEExe_cNSDzQqPJeZCwvKWhbKhe^$&mX
zglj2l)1HI2dG|S=<nDGFP3~;n3Nlkasp*prB!k{8Ie`YC{bZo5k-Cv#=N}v!$NATo
z5B>X}e|O;D9r$+#{@sCpci{iX9k|<T-h67;m#kCsPE58vFkqO`fB`=)@P}L*aO1ug
z-)v98dAo&cc_*?4EpVyy^0KMO<DF*z^<8u3zU?m)wtNtovS7zR_SohBBNzAYL;br0
z|L(xQJMjPe9auv^c@EMzcPB0O>~U{ao8+})@18vw?G{9snp#CkzjkJFXuqveECsu;
zhf?A@bhNnZo2sg+-USnP!Tu0hLcZU(j`FYlUQ;#X@N+Mx%VGnZFNIOVkqZ2?->=~R
z@mr^b@2#Agpw9I+p82r?{`sfZU32}jcuVn!^%zxG=ErwWT2mss-|Oqd7b1A0=t9^a
zRwVOd`-{x?_WP|xEB`<FSo)Oc?WOG-^0PMBv`IyDAeRcWpZ5GOM7)}q4f2}8>_Fdo
zy)=Ls-ELn-<olmj&ZDsPot_LA>mai=AL$g=(pGR~Fh|h$A+F0Yv}bpP@CUt)|Igd5
zD$0BvKQ^4pnEf#&d?HJaj+D!m`S9;QJBK-3`=R(mrSSiJPCDw$2`!`5O<;fQ@0Z9(
z!_=ktM8@j>`C#>R8A%(3PuyL>d@N#_+^{HR=3y!ssrdb{QU1&x9l;)PNwGinw*nf-
z-lIeKgnhA70?mT_MaSg%1Khb;+F|&nw<?#yT5;|6nVR7TcTIsT*5;qhX1=5EEBkF_
z>l5peJANbas}A_%^82>SHN1O7)SsSeWG}VPwXUbz@cZ@OJDWzIVh+Jez26~Z(So=t
zIksRM_SYtkxg}@&-A-pZ)P7>{7#mTxhLISteiBnpyU*ptabBlm!v<XqW!ASQn)%~>
z56klT^Ty85lpD5X0doc+%b7pk_p4FEnKwCvOEt)P%-!wG$<6caw|NtoH#wz15_jS$
zv-T}xn7`BaSG}Z|Hx-%VI>Y=CLwq=#5wp7@%-{LFu_o;6#UZkPzp;DP$~6Ge?8Wwa
z^?t*2iCKQ3_+x#7_V>H|EyB74T}hkwQ(v#57V4O@_lf==V)swGa{#OH;%1)u@4tgN
zN!8O>td1&kQva|yLrLO!nZ^IpL8{@aRR=H|{P%mq2;B_2owK7z82;%T2hm~hFz577
zGB*QX9p&}Ea*U%$KMAlO<sU@u-%b5@Q~#Az^2PqW{{N$O{8y*`t5g3qRR0fH|GQNl
zC<XPTsG*mr%x~^sWMVMmf&7EruC$jn&311YDTt3&Mq^%O#l9h2_H6I)ADk0@c2EjO
zqt7Y)2fxQ&ky$BO2DWqj57*!8KI2r9d(`L4{;gxt{V0b*2CqP{N*$Vih};!rTsm^s
z`kd>(b#yQ-&$DF$KFq~s)Cum*9fg3to%>(;V&)0C?iwYitFnFQ|CO&~o{j4&yzxGF
zp4=*SXz{mR9y_4oN<v`3-aNWD|FrK+NXf;u6Hm$Z#sA+}($BMZI{mICq>NpXz2M1L
z&C#QD(#LfO1%)jc_2lk!N$X?b2ST??9jXr+!z&V$ayYauZoAd>@t>txF=gY#=a-Bs
zmGl&f5nCdg&0WB|boS7^p#vA}w@V#qwk~vE(Vg~)ea}92bnWz1Y|mbD-brzRQ&UA}
z^igu^2QkvGV~oufVux~)>$I3ql*?-iHYAV<y12$b8ufV@!8}GD_G-2>`~dqrN``s+
zG2$QQA6!FmVmjiCUp-?0PCS<JhNJ%dy8r#n<c$~m0S1^fZr`Abpo6A*`fkwTp2LoE
zSCIUQutTnD9NkcMM7+({y6-j&LLhQkz(@ZqHEBtw2;ZwF$v9J{O}hAh?|549jfdD@
zC`__K(t&u(0rGN)9l571mt)WsF0KO*kv_?JeAar*DDMCJLZpqS9LmVkY=U%1sPJto
z_M!R;ER1e&A+RO;G0P|C=L2bQ0MB&hP!X+_-*_p6=cgIvqZ)KsY}`gIYlfo~lYsG}
zZQUx+n7WMotDb|F7{$H{%kkG$x#{b?G>9>a7OQn066Ft?B|$H#MB|pLz*W+Z@SOrk
z_?Ru_n)+vPLSVy)fB8lVc7`)5FOKa$u1)*SsIk+tUWm*X#Qal$;DFOyv<*?!Pa>4A
zfmpS-r!Eb=F=_A(znr-bDC55_)n&^+HetqJ?}tVFl`G9)%*L2*UW+z!>6iGA_j^L-
zQMsa`u^mFpjr3ad$3HnQXP^bfkFE3EORZgA>m6AkH*Cf>_8MR<n168T6#ubZf3tH1
zE#Le+7k!eJ#(*02eV?vkYyV3!=7jwr4u35fI%?+tCQi(`P2+pM-230$7oJQsdNl89
zX+e=poXVb!*oUQTB+4*4tWWii(~=uD)SHR#Yaq9M|NP@(&DQz9Nc--1uG{u~4Ncuj
z2_cnID3U~3Em;v#$_Sw%D`aGqqC&|k$p{~WWM*Y#q^QUY*&`7$${xSt>TcXU-{*Hf
z-Otls_vppv^L}5~c^>C+9_MlH+m{bZy-6%dHN&D~cumaYHjzbw*%;u)9^!Fm!{1g_
zg^RLN-CBlW@>&c5giXIUgStFi)Y|m>ue_B5_u$I6ZzDyi&skrhS#b6H4OQO$<9PhL
zld>iS(rDs@32Ai0m&c(gDR4T=Ca!7~K@3z6tZBt3P2HQ+$wK1f`LsU{rWl+DM9kp>
z7Jy~1Y*Qa3v7sDx%vrsW_p!$X^7!dC@o61sCb3A4AEy^$<w()ZY{iRpcb`%A{=M@u
zAcAoaI0{^|C?hj}6+x@09vDI_Y+R|SMt;fW<6gtfx#01>My00{m||%$51vq;7H2r$
zTX!BRd;LSN=l9QMS_<g#Xa4vPM}4=5ipKdPm2O0(S5AJN7Foswt#jz~Tr=qB@xV!{
z`TCCg9bnpYZ9Gg7@u57(pSGEL+nU|Kd5SMuPk+&z5$Kl4mz|;7z4oMCrfCU8)Sko5
zYrhBCrxQ2ev0Zpb5@vb&v?V2(yXVc7`X2cH!|`6~LF+t+if#w&1s{kzVD8-jLTi26
z)rfF^hOEq{4R_S(+9Jcqio5^rr+bn3g|~oT5CGd@{PayfetNKh(kXHVZ~g8W3^JQm
zNW&2khul{jKHv~^PlWT@cVQvXRDGuy@p#1G2Byf*lMf6ZI{#Pesji>vVjs%J;LY>V
zzz(d4m9g#L{XI)GPbqtE3k%R(GiTGX-+cG`k7#P<U?K=3wPHiB_@QGadVDf+lYDg@
zb;nqUDJH$eu`&*N#;W$MWY_^4NMuE6ch6QIUr>PM$1B=Sd(@Xc`ah4tr*p9`)rRoj
z3kcU~lOQa_%G?w9wpck*4f{Q^5f>GO3Do#APrbFVn;olU=8#cJm^-Lr<`XLWFQpE{
z{EnLgjr2xCOrg*=fku4YjqMnTC@d`WlBZTs;<2B567K7sB|}D#uY2J(-}xTI8xIL^
z@)!40Z@Z{;_&Y*#MIie#5mWt}oLq1dV`vs+L>~S)#NGqPw8vcM$!gIH0SK(=&()z=
zu5$}}QQW()h0LcsXt-r$ob{!;Tu#CelIcLK<j&75#bgKc`*(&1Le$efFT2U7Q&=EW
zMcO=n`E-_vcq`EHhZemPgRSvsz)tfM@WAu*ky^#fe1}(a8Ua!;Js;CNaoE>=Oj9#>
z_{Cfq@`ZZwg#bdoCTS#fV9>o^(FBzZZrPvzxO*A-zY7)Q)}4mQ24-U4VJKB6m}ZQ4
z(7}m&8|FXoUj%#U56|rw4lyN5U^4lW;0J<G%-Nt-(2wbvj*{Ef^S951k2Iq9p@~h3
zD{&(B+uKhOFXAsE;_bKgm9G{-mi>x@YffQK2Sez`AvX>^K@)@ZDpsGSvBS?2<3#$r
zp>~*?$zk4pMuF_*6f{|_Zwp%`;zoqQ`|zyUPGSB&OdZ3snFx^h{|C~Gy{lHOIsscq
zvL*xj;#kBTCTXWRMzRJG%Kb6QfCU&D@F5&_*A4Jq`hs8v0)E!Moa&o=!R~?C{Rfcy
zCLFrVsG4FpmR@SlGa~%t#6Ah`7+Pnwq*HR(*W6=1i0KBNGOYrv^$4z!<X@WpaTvCy
zw}vmR)8nzfq64c#KKVi7QQw<;8OMnrkBd2zy$p9lb#rO)jc~bAv$Mr|seL`kA~WL8
z-(qVEn@S9ui1k)2U0OwXwJC<-1(jFG-`$?}SAoLB<O3<J_fgJBRdqEwRU?t&Q~Gs7
zUVG&CuHnaXA}7IFAH#KU&C<bO?n$<(Q1X(=3>8$@lq|La#iMMCMqs+O(u~Vt=w8!i
ze6x5&xxF_}2|*2iXE@>O*J>jxS1!1ysHo(?mH@XM3HEDP-K>`Kut;3Pt(~21>;>5`
zHJn(ShnA-%4BQ^x$b!7M;>6NfigLy7i5D)>tYP}QWbqWENN+L1EY&m@E-2N>ksOBu
zt`MO4^{_5_15rH2P8cTA7&MIiFs6S2!-@JPG-W<jSMwSG#hnALkcqYH^VnTxCQD~F
zx1VuoTOK^RzwWuKPx|L&*Wlhj)|PcMHRd?Z;Ig6FOc3YArvf{65O<Y?xGQWCIOW)N
zFK>H}^9jDG+mjf45wdTi?&Uf_&%268d2h{HzwhsoQd)O(OsK<hGQeGT*qalt0(kc8
ztDx4yeS>L}yM2MI0S08U;XHs7Ti&>S@CaUm73ObOntfepv|*JyBX%;Wy(pt0rl)uR
zd<}D3$)<{PE}hw2y}A3qgOJ0u#uUSLZuU&|j}eDR8PfYD{1j~B@wp|Ms$jJz-0Qn+
z(eE89Ywk@^=5(_G<i1uwoJ()qxPiIx35;Scn=swjM)8&>4vlqBBu*4}bG(89#IwEf
znd~=(Lib-@mX8rq6?|YaGF&cpl=3RvV>hu0@9x6g|A<wjKoTFmA&I$t7<#*A&typE
zx8S<uGfa0l9!58?!--s>b^+ENky%1}LvZW$zTnnx`@36DWkS8-{9m53vlgB*v4riJ
z6Bu9bk%$RIIor}Rs>d6yjKQ&6^Tly1%#Yqav-KqL!d|q~e@|_^_P)BSZrgE4oG>$~
zf+r`MMaJZk=Su>vlTx9X7|4kZ>uqHN0+O=5&N-UuIFU-%ds<FT&fea>?j!qx-#Z=s
zM-`Mh*Uv>k_qFO*dY?5=$V_a?dcp!+5uZeRjl%Tx&M$wjIo+YTXlDl*HKto~fCl?M
z)YnS#vtYh-_|n}==3VS_$?8n^3R^@R{jVVP4LQqXGYk2cWWhwmiIe4|M#WUNudysv
z(B2xRTj&I!;!}m}T%_=KX)lxBr*h}QOJFa))}uZ~WGIYy*0Z&)Aah*3ufrCSj|t0q
zu6DbL_Ko7lLvycbV?xoH<@NncRA2gRJmu}>k_*Jf%RCN<rji|Efa?@dA>@QT$V;<F
zNQA{_J%pJCDO=y`8JPK&%?KubhIO**|I6p;5{oNP*!k+t^@YnhC|Qo%LmnFE+4Y{)
z<ZibU?(jJ*v%Ti(@vIA9>eJ2P7^o?Z`Qwq9*Srn`ZkkiwDwq|0g&D8qt0U@>2PwD0
zm~M7=cLPl%(=zBsr^&MI7r;&-#?E035|ytG$oYm`m!_c>-7}?>gLH+tyxSJyN4%w6
z{<{Z#1k<%*$et(J>MJ!cZl!OsR&G<wy{$;IyzO?(Fz3HM?_CjQDd5mp)t>X3EF{6I
zU;<0F9rndm*}@fO+w;pX{haJU&l%$*%T}=RQ~njq?A;q~p7i}5^EN2R6~oebPu*g<
z7l*JRT*)NDfDT9EcLFt23amgd&Ird8O;O;+LqaWAFbO#Fp-d;(ei-ApvPk0?c{E2>
z(>(W#9y7!f@J#g?j;9o<?U4>d?ghK`HTT|4#^enG$hu+AE%V_uc%tr!)N&GA5V+J{
zjO_pvp<9v?2KSg={FkvqRq(<Mo|)`iNOROU8>9CO_^#(LSsHHtQ0lmZ`uLiZ*Y^ai
zFaY0u-5%>KB1DB|z}Aq8dv~)}6o>QSebWUS#T2_=E6c4zGWv~pzQ!9T07H@*M~?V*
zQpZL_yk~A2Ekw14_iyp90n?jIQ%=O+zK$8_jlCKaaz#!dK4TpDnpGkakRe7)Hmov~
zga?OFWi8<Bou^tI?=d@h!)nvMp~rFdTY7aQin&_L=O@5UWlLeYJ?c%|nP0vIF=)rq
zpWer}>)|^Z3~>dAC(Um~_*>EgJjSpPm9sT1Z;8E6DUn_PUh6A=Lg}$V{(<?!%87V~
z`*<sXfTY;ZIYU+gOv1nWHL2J!>--4wS8(#o!PCbc7Xb{N!C_Ssi2NHQZYdSQzPn^W
zFAkq~a(={uUAUHRV)uKqcL`>ecqfIz{w*&w^g%TR0yNooICfpGDcSY$A>-RZ?Dq@*
zm+#t955S}!_qZL4h=ZQWfBUBWX0(4>;9fkqYMZW<`^!44W~ul$?@0$Rdg9ARh6%qu
ztorN5;rtBa)CpKx?Dy9OtU$R@Lw2vhT(rPp7@K}?pK;rC+w950BqS+38wu7Z?B`5>
zsnr!xr<mS*Y^NG_R2lawrgF0Y5zh>;&3FzghHmzm38!r(7MiNbXO?}bU%gdpcirV7
zB84O5@a#Ls1mNf3fNz&fMtyOnIO4sdr2#KE`7`V1{B7;K#=AA^vMmPG^=ajI{cEu1
zBW1e%?o{j?6~$~I>`XOBMPRu>_L^b>Jgmf&IOI+D_$V_qUa`S=zSvmNq4(mYfVN`T
z>Em@XIc!^ff>{cZHpYF$10Ft@f94+C8`c%A#Vf~XcSf=YtsdnSul>?e)bPvNoJ26(
zpFF?w)A#(&lVG4EpW^tO*hYBQ9;jLmH0#53qHor0%HN>cTOh>txBkny+zd=Ehq~b;
z+Z!W!3})ky(A%d#ax+QR$D))NWYK{ajYROJR<6=}TbC?ZLdv46OPDR2FU^N1LeCUG
zR>X|-)S4qqlJ$q+la#t`ER}<V3vXJ&9rVHTO`Z7W^0uaXRZ8xNUF)pT@wjn8pb=Y`
ztK(2vHBbIPiq9tQy~AjkNTG_}DDQdZRjW|OtUkXFW7#Won7_q*>-715%L431aklJw
zs*~5Qjcad_ju9zp64y6&#u}*{K5UKxe8-L*w~g~)hu7|49*4EDW`1y@^D(Az4V^T}
z!(xmr8X2D<CUh7!fmZF#gr@n-^Yy1|6vsX>Moa7NPS+S;<AQ+sENxXV3@|`-%s@)?
zCsZ7mem{Iwd{Wyz&Hy~sQOA!nRdEjV=LN}jIyg=~tNEYa)T<g;6@A5uXOMo7mxAR^
zRc?^I4S(L`jEoBmL&Wl{h-ROmao&Et=f%OuMLW~r3v^Qb2H8M?^D_e`l`vaN)2toM
zpMV&~&nX<uBTGSh>F*Q}+keRhSAdH{0@uwV{@WAvYP5sbk!eDqy1H5n+s_u#0(kHS
zgAZieLA*xkg04QOzjD3!rmr}voJv#&SoF)^9d3=Y0w{a7E@{Z|8v(mOJu@dA|J8~N
zb3Px<1C0@$)!K@$`4%qN?7avQtbn%^|NT1;%N5h`j!?}~`Ww{s0+ijlfqy}Wr{JV2
zG8_W;?31cG;_$m9TQlT`Dyyrr!4T@-*dO$l4=W185k8)0Wb;tn<s=C7zE)|M+%)9;
zVH}j{)`|RCe!{}j9;y3A#=>;oBKr^nx{iat6>*fkuNC}D{;rM3bwuU)T=*u*-rf1+
z8G(Us5G#kRv}d1Gd%m3CgPvn!h<8#AFFe_G)Lk_}jU>-MefoPCWO(B5Gf{`E@@%xu
zeJaZso1;<lFzL?+)s`}~I^=(OcspR+&)&EPhOuL)$%BSR9YJ}`6f8ev_sO=2Y~tIu
zZ(m*8o9%+yp@}*jXfUiH%hX-Ri)waCvYgwGXg%wDNPBe4pd2A#W!qUyPHPexA;axd
z-j#)lR?Vo3>V_XjOZ)I63;*Zbq$IbF?q7-)y?nSqFn(G?cER@6Mk)WiAsGak7Nq^r
z1P?^q<@rBu$lhpaxMb?XTgII?2NZGn39B;LOl<5PWP>BLk!H;Q^xS&jf5CTC3me)7
zJ6=`<1<G`A98|V^I0@>A@)1P1`-Nr3)er9qe(*&r=FdaMP4V~PhbIN2W+S)^3l)vc
z*cWj#W0)XRIPks8R{vivEzPkfmPVQEHSlXmJ{{?lzHqrOE4L%g5T|O^h4a8zVJEH-
zFIPm7%ik!`1?rcoD8vPJfF}fhLDs58f)C{2gT-VmOR8h~|8nq|mQHjQvWm+t4K-WN
z!6kfj8plLwJA?p?3@tz`g1xz8THg=2ik3iBLIPi-M+MVpOapj<RIJ4)kH+ysDoX72
zxc|Srsd*xpkRG_%jM_19xJP;G&yy?xAmes{+8Dd&u`mm8mG&DSwZ@eCsJ9uhjArzB
z1CObUjEofwC(?+=P<J$}={~cv?fIWx)hL*~m7f-5gTU1<m8UlU@r23;;YeDTHk+1p
z*LFN1g&$AIT0kG_YG5b6)$O?a(&t*J4bGhTfc{(MhEEn}<^Q*j(>RjN(AE!*44E}T
zRG9wN&zSU*Y)fccBm&=foSc0>PEJb|C1B6xdC#nGk(mCtJCE#XReVc)Ph4DFSWyW6
z4+)576bo-wwe|PHs}%T6@8<(jDyylffvL-bJ5BYx?85d!JM<*J*DtP0a;~0B>rTP_
zPk&41ZesRW`HZYGZ0y>j?7a!`^lnSX>c4Nu+(jx{-?&Jo`!CE|@kR7x3x({!;7Q_?
z6u<v@(_7)3bo1O8D&rjg;pQIK@6{uHxPLMNKVrRLVVm-Yram6kWB_Tdav3ang^N*o
zMcV@o#S%0m@?VPXzW8_a%{FO)>r(#;U}upvNbdP>!IgjI3~WCji++YXLpAC4NwItn
zk4iM@+%;gAQj8n?hu4&~XU}<G_$Veu)^@4PSrFUso0hU&<ZoFf!SF0?avIB4rEE<t
z|N20S(_#OkBO(v;C$52;&rvRfJ^Bo?(`E)=p!Y#S0#MP7^uuRS!s?eQY40#;40xA{
zRzqAGEi=ySyDhcgQMYg3P7#$2`OlF3-y~3`{;orgyBe2$?Hwdt4aM3LpbbL0!G4&)
zGPo0(f-A)4s%OJGo)f{smOV8ffsihV(H82+ULVfGD>olgC<$im{Ql+yy3oc+BZgJz
zVWLI^;W@35VS!b#jVZLS3akUa57b!i+&2Ld8kO}uW0@$h(pL0=c+gnSLp)Egbgbjn
zzCVhV)Z=`x^5$Us1YD$ckv0r!`*P`x=+qofcZ?>B>8)}m8k(@K#&>jWzP5p(;Urns
z3p*gPA<~M)yy^4^dImtNCc?#dp*?kvKVs{%DC$IT=l!Ih_Hg(d21?=4v4nL93^C*p
z!y#WWE=zK?jc(oLin%|s%uxZdDjW1B-|B7>D)d?sjOx?)3VB_~I=Bfou4DtHKC5nG
zdfZ(ZB?#+|J3wbfR!@hqOA0PyC|@o-ABqGZ1#WA?vM95erut8nppM_em}>ko+hjAg
zG1+04Jc`7M6EcgsKYj#zBCKCdsn<70E@L}aunZ5g7IbxL)8XQxsZw}C^)zNpz<FuZ
zH_onutjPk}>R~Y6`+x&a+W>Sd=$o9L#FsGSvqKHshZmf#(J*kkM|`sPlo?Q>8FSDC
zEwOhJW;VgPMmQ*0gT~a4Tf_Tb6-_ika8YYx%_Wlwy|ssvP_p4ij=sY?g30Di7~sHP
ze@*HQJf#6rO27yVeuR1e6VBqYeS3_d=7T9tdPD?ABOmsgwlQS)JI_pinsJypeJbKn
zfJxqD&dkV6AByJs5Ek%vKrep6Y57-aXUgwn`v@1{*5F&b!xv9NoH!}k0AHxA&9uZY
zrIMB0CNYnC3e37<j=8-~p;0Cr3k<VtAVJZ*&=sEUEpBy=?9$@N_z(&P;l2Dc-pYL9
zRq0N<rvVrpy#OrZSlShK0btA#D_}dO`8cXq7YFvjgT~P~0jcjSo}YVIx_5mQAVXui
z>~lmbmFa~ZS9tB^xXNnN!Vt$vn1N|pI-86ROA|f=2>CwLM=iiSZjTL45@TQY{E>!F
z4#?;FPCuew41f+A&5X2Fn67JA(YS_N#@)S2d^o|wzImUsf}ASi2{9A~N9-t!Js6ff
z6DvXii$VUAwaYt^ZD3RqkyTI*W}wV*^0{LG7A0W&!1YuOVlXCVXWchH=z*<ol|eZ+
zKamCJC;^GL{6LC@B#MxiM#Rn-er#WoRfa=~$I$ho`yn*@H*L&+TUpG5sTe(=1024}
zgG8yneE9;MO*A5qnWNay-BMzIT6h@2?cm*Q9l_IG!GkupMX+q%Za68}9v;rF*=rMg
zJLUXPj>VyEGDeexe{v*L>((`cuyZ0+)A+!_J$<fIq``DHI4L?bMj9;z;@yN+tv|~s
z=^8;);XT7H-v4wCzL#49|GV=a-n76_mbWZV(4>(hW>^4&TMWCkc8F~BL&SikrSk?=
zS;K{z<NnGSN#~xx1=#^?ZmGQ*=jelJUpu7?Tr`$1w>lhnR1;20{1QJ-3g9M#2a6<-
z(4i#(?J@4|*`(t{YxjUg#T!;jwqV;?947}P>>66;5GOlmU4pjh$(-EqS=X>WZ2+D`
zA}GY%(o`Tac+%?1Jvh^R-~EU;=mK#NAuz!5=?f6Sdncy1^~=MvssnxhV?+Gkk{>jq
z1iO4%fIye7UmE0uOTj<0C8IxYF}vs}!I?mud&SmeOXCyQ1O3Y;@AUL(k@Eu)Ey3Ew
ztvM#s6B!c|Lpr=+Vmhu^e8RpU@hrWD+<4I;2d|k|>AuEw$x%gLTh}l{)afajz#D!Q
zB>Lpq#|G4jun!W)Q78~La7KP#C1lzRZHsGKz~1$CT`wg$OA335B^aU4$JXCH`GU2+
zK6RRQGQdEl{gC7MVKhuD+0Vn0HBwYa4i(^^rTx02<hs|Tny|H%aed&mChoouV$N1Y
zSAl&L>o41OT+Sa$txk(i)Y3K3)H=gCldJ+&Bi(gog$KaTu;PlqZQ4-x0K0zR&PRGE
za`Ikx4a&)WP?R9Vuh*VmT%qqewum?(0)=Pw<#6Ytt12V+H@&+xXfFSs5|?Q!&Wp8V
zd`ilWr#Yv|&bFbZP_lQv^s14eA?b7=S$(p8zAl=OzF#8tfm6FaAQpjkT!BLd{9reA
zSA_SG{kh8oMQph;{8x0f-X1~&|I_#^^pID7I&35U3YD>2VmUT(uO0Eo0&5@<uq6m)
z&+RyAcF6v&iH~aNvOjl(eK_5=197ng-~a?e*dxJcM70rOv?!f=t=Fu{?<7lD{h=Iy
z%8DO#>$NIMPQmMkuxG;VKb{un=ln2jeh|YfW;c3ORJAZ#8fBUo4(rK>53U)UJu7)*
z71SQl$%5<=phY7Qjt**tA&H$wj_4gfsy#1S8ZBf?V|t)<iKeF<<bJ3%jUS~<Ug+{^
zL1QUA;-6A{G{op%hpm9Tz1{)um0i`jv*xqhD%HuxK_`oH>{qnblBGZ+Pnvu$Jh2R+
zG09smQciXTf9X;h0fNf7#vCMyW9@oj8XMV$@>fR#y1@aIzywPj26=QSX1^Uplb>Ac
zXMxeCM8AbqU7F41i##vI4Dgf`8le>nFV&k@4j(62038;Y48?X9YzkAPeGOKNK*8ks
zk@`PsmU@G7;`wQ<Qc3tJJlA+UHeeh{4YKEGM4Q$R2NLGykW?srX0}M^#hx65zSm&=
zD;oV4Om{j?cY=Ag$YZVopaaWkUn7OD5FHnn({Wo3_e1luoErtpfrz74-95#dsk*cN
zi{sl*_Q#7|!)GLGX6v}6l+VRTr#CPQ7$~Dtdy>s*Z+p;)|Jg^iptiQDrFw76T<F~|
zMKWV$q-+C3Mydr%N>`&Cs^6do&t$&g5b61>779I8q6pc9B;kzUawWF9h^h%HD)(vB
zZ&+!_slxf#JzicBr_LA>zYPsBPq$!kVd1$VjW84$nLh|Le3+fYl6&AHUbLK9)qou;
znwuG<%h208i(f&m4&7N}dcY{xgj-4<E2AoC9r`b$%M+O;Eq4Y;6UxYXm>()zVjpcc
zh`hMCIL8?+Uo|;@_+g?E<(93I5NKA+8J9h7;L5Dz^4~p0@@{M9^AY=M8C&Y>T*x9=
z=R~@!i)$xCKfH}=Lfgx`E(cNO-qwX47VvUBV4qP5*Et7?`u-k8@><0~&gmHL6>FWU
zAur|2r>30!?DTJO_YaS~sv*x!QO+M}299W9Jn?CnWsfZ$!Lyc8QWxH<xY8$nT<H&0
z6f|9)KY37cPms6BS@JQMdMxhRuR(rcw%hZE9}JYBu>`)&f`@y-vAtd>l8%<-+?ydf
zQV<3ejTFZZ6_KSAj;XN)2IZ4uL!^lp`sq*$B0vuKbCA#xiCgrnWmn#>{Kw_n5=6Z-
zJ#EJhA0C1`Wki-!`-&L<?Z}M8xU_M&)d1gcFj(oBi=Z~$YR*E*3lWdd?IO=<VWvOO
zT?A=_7yi-C*)5(rK0c154<7%a1v`BMmc{u_6h&K03h*+et#Z^7;I!I%6N{F+%Vk3F
z`cdw1b=`CZ+mZmml_ITV-#rt;@FjUO{HPx;2<Rhg5A;cB!l6-`M<g0xe`_~MjY-57
zSL9U3QSaNlnvICfjQNoehg#xb>wl`9@5g_-1aZJ~cz7}nZ6LIWbcAoJoU5YLPo_Is
zNHpDDw+hCv_=?_5ceiD3Sgc_1cWRe^TZy|^2hUB@=u>GkosLiMHz-FmDMiZPyCZW&
zU5e2Ytz4(Xh9aZl*b2pFsr0xT;}%h8Q45j0viA`Ok+Fbl<GUT4BgM9W^k`u`dfOt1
zZYQvcpi!N2PyQ2bJhhx0f9NBl!*1^4>dufsAw*K`acRLVyNRW@4vQNp+In+~zDeaS
zKBdnB-UV^S=u!J8TU4-ebycL;m#7Ea27^l&=vC#4r|2rdj4*mfl6D$d_H5N;nTU@I
z17b=R-;AV@QE#ACW4e7_aWn@Cjc^$0N;G+g3Zr`rkQdPZ-lt{D@xNE%{aXmTLj-kB
zf=Am9XcH|4gSl?I&W<6pDC~h9FFny%2S}*~deEk?eMd)i*Cta6%IU4h$0hdh8jI8Y
zEuPV<6dbc%4`tpf^DS^GCa_Lc^iUU(_-zo%W8<2m(iT`!h%!4Ci;5H(ju;^8k$5aU
zvSqvGc=?@^EZ1Nu4SX~9Lkpm!?A_{n+MGi^z^^hR%m!-?(4-3G>7;cW&40v}LKh=V
zOv{P)y-tsrDVnZ?l}fXH2U!JaG0549i`5Lzv!FiWUFgB4iJ1L4c9SQnF&h+B(tU@R
z8oj7D3H*)1^Ws4zIhm*ECgLbUv2|y7jfBEc6YAGS`o=ou@6<w{mwFj(Yyl-mv`0bV
z3VP@1X0P}*g`%`$`;Hwer_Y&^N^M7<La*xDDhgUSc0D?5+@`^@-LOBeh3uK>#{<O~
zBY}<;waM2DoZ@c*ELw2PS~(ra=1~Vc^ABnTd11eplK#!1`7fSUSwBxY2ca_AQCUg9
zAq+=>h!><&d05hecOo({e_6_MzLGRHiNgPDr&Pt&KuJeOC)33iZL8&K*6UFfT+g@-
zYEED*o?b=n0x;$X+IEcmcRWfRr-z^+ls`Ks^?0_O4f>rGjn_5C2JhqqOsJ@HR#8y$
zr+g4rFdz=|2#a*@LVxSFDz89+1T$j4|HF_F#RE!slyV97O^Bbu=esSijtg+S6P*FH
zwv&kT`3v^IPC({}^fsNcPAqwcZ>kfnlO@QMrm+&M67iWym`z_m<qe>wfz+HLE&&-f
z*+mQ}Y1g_um=WOx9=kphpCAWTb*ESHf+zKBXhSh!knU~J-<(V0u5sKjG{mfj@{Hd3
z3iF$Hp6(N8+<xW_xQz=~Eg=fWOpx)iw$wHQ4!S?2X?le~lqcDWdv9W?DSm2rmQT5>
zhTH`#*C6ONPcXd_%dJ#hgwy5H&+l5qqK|EjiorbR!7td6@RRqD<Fy}O82Ez1ys+Y-
z=cuh+poHPrdPtgVK1A<%bH}WiC&+QB!8bg_#?NFrx?Cr5$vpCmv=#4CQnkBJ5!?fC
zu;53YTLIVsD{#)n@GoE~<WIGXO+byn5*9w;9Xv@Xl6>^gfOPC2*JRRZHZzAkJO|Um
z+9Hq*_Fpw*^W`R58FGX`W-)5|=?X-JgseSL7sUco{RxC4=~H3F{kJ#oj*9vly{xX6
zfs!Gf*b}(GL!(VR!9z12gBghct3c=zLMx=O(fhWm?E#>4gkFOMzViv<W#=#)SsECF
ztnn}|j<-+D$Ah?&!&jgEfV&WOQn&V&-^BUb0j2l#<r~SqC;hmdeKz9TesqPmwRuXe
zzHYzC%4gz>c*2`~T&+jEgX{*2wtW)n`9LstdhhqRMpyz;X8_1?HaeVExL8Gj=ratM
ziti}vJ_xr4kH2Vr=H`7jvhoj@lq22xj>gX%nfIvhT}dI{VkTa?;#;pw!qZTmFkB-U
zxVz+SW#v~%VeWN|C;h3Skx`Z-C3R+wcP0$fy^dQ?o8_oWYCJ=QI);-XF!q98SuO+p
zC@<-|8^gdmM)^b#t0AP*WED-->qopntIa^78@@m0Ohd*O0DaRJYp=rIHr?X%G<wE?
zuTJ>>PBNfKfsOr153mmlI*Xj|sTsi5;?1e0@p8?v_i<s#h6L0$u4#9H;GbjJYbMmK
z<vlWse%9(x2QZuqv-A<33;DT9-}UknA4@XXn0{)M5>P;T*!Sopc)Y)fjs#L^ax#N5
z7auC8Q?Ct>VibpWFrm_bB$ziQus))G7c2G6&v0b#Oxe}VAMp`Km#5X`^r16V6af8|
zBk~iESmA6xwt2l((U!iU_YUezBG&z=W=J}!$3hv9g~8aMjN*Hve1P@G*i?r$<|amL
zO*no!(08KLbs}>oZly_-$Asp#a{?uSH=tWP7+$#$G-MiV#l4KR-hY+BMYfSC7X;Gn
zKLTkebQyi?nA$wi$soz$Y2J|4Xv<Z+KycqfHtjM|9C86d36zoB=Cq9<WKrlo#7l%?
zt{alMuIZZ=UsnjW7){DP6xN~Nm|##&^4iJQ>W2^Wn>IfcMhS)O9JZiOk$zI!mIIYM
zI-W!%PWEs}H=j9$f<~jj@sGn12c@;*e((N?kvENrno_&>{6&rwHFPDPUYc_nqiMsd
zC*!=b>4|#hNms-@EQeQj4V=81lci_{wTJI?Zb)3_U@=ComQSo{s$Z@Fv-+>mufef%
z>ctOjaj_RE(}&CKa!B%U9Ips2KXG_KB9=oG5ej_uW>bE|^zERl5sdVK6rl*N%yVAc
ziA^uiKVfHrP5TQ^BIQQCvDnTvkfh6ZsHety{=A=dlzP4!<L;ap&<49ct~ySyD!|zo
z`J&Jg5$k=@Eg;bNryHZ8)@ix2+-##=UkF+2GP9b*1T3Ifg-sP86kQYBp|X1}8njHe
z*&yJ_ZD=EQbaPpnflqem;MPn>pfzhc0fEjJH_gdbLOArT&uMmA?CR@V-v>U9r)%D+
z6PcyWQ|Qj!9&X+bm#sflA>lD!cN#TTokyh>u4$D`PR)ZM=wPQ%F1+f@<qq{v#+HfD
zneYKZjYHi4fqhPZuod8Sb~<iHV2}k_NqdL4bjs0u=Jn`68`<pva;CN94HVr-@f*^;
z)90wvk5+=&b40e*1i(UoYIDSrVmvfk6jNv+d@>V%XNMx66{7%HI^#BKVIvdapA5c_
zY!(tS=rbktyZH2g2X>UQcGaTQWCMESkJTb+{d4MYTpyIK2LJLK0IBXVAzM;w08k62
zS1N2KyV;QvNC*pmvUbA-?lU?%Z3yjev42|0ut6Sd3s$d=OsC$slS8^QUa~w<QBl%b
zcPz^h!%gfzszEm(V@o?-JmL9MHOn_=9u0(8O>tOIf)^=cD<`q?OZ6U*pC?V40YCV#
z{{gdT@A+#!IgC8PD$m$!Yy(#4OWdiFpWZiiewXXEa)SI`qf6;|6(g&Xth^h8C5_9;
zwgtdkC{sgw%w4FD$Yr391)@*qq1C<mQY!QYi!oKs3-aqQ&MNjzmfF9p`ErL${slW9
z3=-MdD1~+o=;(m0+IgVe7S+GPERtiVa8nnqd8V}GXY}}22p#lJJST8-i&bAob`v6s
z*<1E0G|^rJ4h=lY|3tcT^>c1p&?fbgg$Ws*m_>*s%{SA~Zv$#e)5?!{qc^weQ=8oQ
zaPK_?8w(J}2Li=Q8Amj^Li{V=yfH;sE@T{>L)KW6y)&6d%ixetdLTrW`fL?PCw3In
zWZIaQ3HHuGFj);k=9&NGmF4oIU*a4a+P&ZZ(F6#D4M_>u?LhxA>YmST0raw_LH2Am
zEg?-TNEx_Iy^xZy8O(uN-s{N%20b-GA{EW{@&B87Euz%2_d^4!9W${W_8q*Qq)Ua7
zs6*$}WCo7D!JETIoF^;ZJtia-T0;8kY>&=G(n+m1lg05}-WVQe@u_hNcjlliKS?Po
zzR6yhhR}D*zE&G(B#%e}r57bDF;tqPgZxMo_9p0Obz6g<p2%a!R`B7m1m2TbmCgfd
zK~G4D`o?q3*)bf?Di8p$Bda_Aq$x%g$S?s}p+%c{Toj?wZlxLEhh$(k8gbTrUK1b^
zSDcre@p^Kl5keB^Ho0}5i(#;g!76%$JO8Zgw$p70sSwo-JV=^?nwzuOjWc~HbA=j%
z6Y87iHT~!!iudMT$2{^k9H1gME?du~P=abvz1z97jVv=nYr3)}^59*s&bB*_0$svQ
zWAg3`n?AYomsq3DaowiWrxI^s*T(#;n2KndC1AD%sp2NPI<gF7I@h75p+w`w)a5C-
z<7@hKU+|`Tz@c%z>WK5f8r*HdMoI*9B7l5CYFW$P;aGMp^0!`MRuk!>5;14?`#W{m
zA+-aPZt{-EG!yCu5OhS`8fqtHNP`1B6*n^;x89032rR@GG%$R(jFV1#G3HJDTV1UG
z0?raU7i*60?a>+6Mr?rGFh#e>E15xMZn*qTGJXj15$)$qx-THbqwjDj#p6+ZXm6VX
zdhM_a`;j-+lM({@cTh8&!xpNJ;~aHh+p!L6JGj~UoteEaNdU$5w#&8z`D1gl5|<6*
zZb|5I?%%`w)(7=&@~s#0sH+K4xl5brgqn=~4$H1`J*20E=Py}3p<bXD$|pNj!*0CL
zY;~Y9ao@W#>IVz&b<`WZ<HyigF?u)_ZMfrep=E5eIyIaA{2-d0Z{NP{92?a;A?J^M
zrzBh*ObbKr)VKAMs(H>edlVy^Oj8_3-)(t9j3+;|^{yZJq&IQnc?|@SLBi{(Z}MIE
z{9$&?M>($Z0$ov&L0q~E(H!KxP$G63RV*PFd!k5X12Uh%KDzg}U_kjzteFYN=D_FK
zbsP1Oa7mTt;O07d^bH0WhvD9~;@<KiEd0^z7G!<C!*P0&tO@RA9j8L5)0`Q9J2Xl2
zDs<?tRnMV5Kg6S;1lo^0?G7DmSacZmkv9BjxlcYY%mfe|gI)=l3wCZ|0rPnH(o}@T
zrk|Hk*;`B<$eN7$Szq3QeI+Oa$7V*z-Zbx__G~tLD7Owi?10)QwEmBR#w=2JQrdi5
z9*0|;)&YhA;&K~|eoanB^Vaaui><HDLi2)RvNE<0I8&8(ry^YJzKN^!1vopQTXP>6
z1$%`^&)t=Gk7zJR^U!_Q81{_~I=Y%Y;;4H2b_5-*LTlk&7$uf{>r}*gzkc4zMyhVK
z(V}MF50j?QrF|rfqPpZN-ioejIm(RV%_2_}%3s%mZAHnfQ)&qz>TTl`6begLiwF%H
zl74#EDeio=#Q#k2zr#?r2di*Of9jl#UC0gNM5%j4F#4DYb)bli8Gf%!!WKRjM0`TZ
z<_XtQfEXX*SLuIx{fGwF24JG-llut!oFAh|-e?aW&tN_d9(Wa)>x8=9Mcj(TYg1cD
zGx3~>3+Snq!@=XqmoEE0s#XNCSZqpJw8|sr0f+rH0vpF14NY36G5?clSUZ^SQlw#M
z&V9p2o6D8V-jadq)Jw?Ko4O43tc^I!YHLuL<3KT-D}n4e^p=fXkRuJEgvm+6FX*4&
z9d0i8p{Wgj#34r#s(>XyPwG|`7+_y@{ykb;z&GqOk()XVlrn2m-T_RIeO7bd+hIEt
zc7Uk9crX*3CG7Diw0LCtkUZVqr@I+>->jQ^<>=BqPD>ShnD*~hyU)CWo@MDm2Fl|Q
zXYNg0vz_isv2WTGMiY9ie9<<yrD_V7o%Zod3l3GTcX8inW6&@pGC8O-7+}&HU3cV*
z!_>LA8D}4lISh+QY^dEBDdvJ6^07OnU>ErK_)fJp;1e0h7MPitVH38NSq0DY^6K^c
zoz`TR>-pThgF{1r>Ra51oaf=g&2CQm*6SBj9Ssw>UJb7W^5<#Q8M)cb^OK3^7!}o0
z4pnce(OI$5R3i8r`7QZZA&Os{T_pSf8-8}~+-ce8JLcgu?{Y38MxATJR(4L#E&xT#
zzII<g?1zY+@}G)Lo*+$|nVTCmvWR)mJe9>SprYDwU!W)k>z>v*=;be4zPtiWcSu`G
zx||QZa^<=jeI&-XF|*b+*~Z2uae3WP@$D_Pu#VtP)VE#`roEow*}i45(s#C@Hp$D|
zd+%*IsuEe3E+|ltx{dxYZ^T5io~_@lTT5x?#V(F$$$I7*lYq%<%=swZt4K@191HtR
zWh{ercc*#mDe?&o5jw-imuLF5=i#e1pT@WE-x;IkotTuwt^8mOBly_GvJBJrz}GVC
zzsE5;uzl~lY6>3ewq3haZ*8IAivqbN>}t0`aVI4sLl-Ha{P0*=n!*-WD`;r_i*Eb-
z8<c62?yJll9wUx-8;-yA|2#F)<aQX$>9bH}hOH+azGP*XiNJ2KV?HwZ?8m9%SH((y
zdks`nj}DxrqY}T50W<u$xV6lG?o(RwqVPBL^z_jE-fwr+s$R!K^i-$i-N{X74jgb9
z9f~~)y+rtHdgVL(;MR7pY5weRB?hRqP<);6$kkHzIsJ5ay;K*MoRJ%h2k&-Wvwkaf
zdlJ(D6jbtY0<()_ScuwaYGOo<VH6+|EeQede&~?m*ZH|z-MZ?4nWD&wGJgxt+{^QY
z6K^BeVoh$ewHJs=<C^$f&#j&GD_5qReJh{hecLkojJ1iPgMj6y#)eVjGZK~c_4Sx{
zx_<d}uy~WJ@(EvG-y_gYN(tgz)pj*64aJw8bjP_AJAMAFmo`ej#CJVNW3g(ZzP*iE
zYD)p&#BZK)O^KC8KXb+0#S7=omc6|>VOI+^nsQIBT$y|BR6ag)>;lWter<k7QBu6g
zPQ1oRJCSat$3J1o_fge*-XAQR+_qcx9CKTzQSQkuS$v0=_r+Z=uak=Fmw4#TdTNl&
zfrm|=I^22jMyMt)e!D7p`@g-CiyO=QKcn~SX7b7ZSiIIHqj!4m!|qGoWYMpQ51|*n
zF9T-<!*@k5ZIG4%8eOh6T=*D^Ntwq+ZlfaGsCYxjORd3ArF~gcq~DmCKKkXx3&^zw
zp{Byq+m-d9DI%q~rCQAd7|^HcE;vPVever__326UQQJkXlx_8LYYn+pO_>ot-Spu&
zMuJHPtG&IQ(B}|B{K3Hqxu{&?>*Nn>6V|S3RI5C3gI1(}w}V6Wd41r0_7Wg3!H-Th
zrQnjN?@dC@xr>!$FOJ^DU~<kn4bRApgZ|e|Js!C$(QQ9%NHqGI6l%c>DI8PS9)~Tf
zPFianL4j_*VYL%>0-kpTIs64pj3uIryf?bB`(m^mnfeZWlq>&<J_=?1xfgE7EB!5?
zBig1{ykL+q&T!A3OZ1+Pv_KanHY7dZlK=hVFJ>aQXx?QUI=ZGt0Y$_UIKRG2(rNW@
zS}kH74~5jx&6=^8pQ}N)i2qR`Ii^{&_7)Wt?GV{5bmiA8kOGQ^v{WYPB)eUhjr{~o
zg2Jojz2|&rHi{MPw*mu=4)s7a=V}hej&fI-vrA~Tx4XB8T5k#!i1Nd)k{Caz8vH;d
zE=WuK@ZrO;Zj_cRiI%ESB>0*)MKvM&<{!^Qi{^OXYuOAeeCzt-d12vdVar#)9`$`^
zy+ZJKoj9*wzkdAq@s(R97j5I`$8}`ZuS2@#E8m014t?UmTU_lR)*f$v=bMF5ht_r%
zT!Kv=l@#ga=YjwsI7`i?uhOz*Lq+l0P~+Un#~j#^F1<8DIZ7#IYUemLD4jp{Xt_nV
zZWr;Qriv-^C#U)ApJp8SS^aZJWWb*V%fFxbp!T6^3c9+kpL$ivh?Bhh%_YJd6Pq3+
zltNpOsMT=$Sej|b5@DN5d3kw|vAhkX_vO(T2Ou;8u?!WO&dHOT{mWxicx{JWe|_?q
zuU@?Z61}decL{YX`Ur>L^{qd0<PUIncLLA8DlU#b9C=fSC~IRxy#5k*KF<(lt#IUz
zNCrw2_|`=!$#{0v66O7kq1^^70tP<eJ4*@V3kwa^T?-L`&LOE(VY|`zX4VI2!BuoM
z-wOK~We%M!C)|%!9k_sZ{^vD|P+6~g&BV-X3ptt8eEk}KLTExpwpfXYobP>spM7CD
zrM9xMA9d-2B}uj;#^?ONI!PJ%aSPjz6NjS$eYd1g0Zv95jtv_Y<{b<WQnc~g3fFhu
zr3?1265``48x?#Y;_f1uNTns9>isn{lBceI13|`N_qSJ~jZk=z?G5gtw_T%uGGN9)
z)|3}%BO^9{1gd2Q=OD|QwH;9&q97}%uA$}_hK3ZQi=rq#z{RYZ;eTwt1d^`D+Rt@8
z^006%WAKaWMjoD$a*ra-a=_RKF2{oh4?-3BZ5#~J!j_)eq-XOHgo2>m0impp#f)SO
zfBnXdZfx|{ghQ>3SFu~obny;89Tk<~?z3KO?HwHr&~>yjr~)+YLczOu-evi?>Af=1
zEU;_vxp(iZ`5+lIY<=noMX7IRS^v@l`BFTtSJ$a}Ppe>49Tt;*`fTv|{O1pfxp!^U
z)zuLmBs{lgrfy1Kb(Mzcr2dP=;Cm%*55b!to<Gu7E^yb8_$-vmmb--7$s-iUOTAcH
zTj8%e`RSz(Cp)7L;(1wK+<o+dJ>O%9|Bluzmslc^S-F2vZHm#o^SOBzm~yVEId*&+
zP(7yi-fEnk&C>WVJ#p9JI57$hBkyAM0Qy*IJeH6((q?9f=dT8|+zM<)_R_SW`~6%o
zmMNf*fzei5TPZ_BL$t<7qOglXC3RJN9OXK?QH(;SS|?A27SXIlpsF^iw25B*iqR94
z6tROK-t!<Df^Od)#?%_)3=zDtVk0TLhe-J&4dIS0%0RyH+We*OvTUvF>@tg9AwXkO
z@x6hzVqB4R{>GC#1g-k&adckV*(+f&9eW_p(@xJ>)(dgdsh-YD<`~<rt=$5u=~>+4
zV-Q_7*?tn$$*5rNpW$<KsKUp<DXI;wuQ@P~-?^NQ4p_7D{a;_AjL(9(vw`-_FK}jf
zH@F@O646&&z2wuD_i=?N^xjS8=K}`mDw6$s!sZz&;Lz4Jyu-CRefqR8D~s9B#M7fM
zw~aAJ?4@xESjps*Eq9XiD>(MN0I9Y36mFwWK)~i}x@lm|V`b?*A<%nqTMOz=6u-{S
z&In0f&p@vyM>8(lY4Je;D(8YH3@0VdDuH#KD~%8yDk8mKSMLyvq2dSEuUcI+`y!w(
z0UclenBqGAiG0bwULpAS>wP>lXmhq4fr$GFD6T@wzIq#kEA&Bj++EAgu7hd;Jr~~%
zoW}V6GASL4dJN@cWMo!>#7F9J<UfK3TkOjX5FKJV4)N}pFQ;5^Uly+3V08(XrMEWe
zxvp1oax(Cf|G|^>N<M}!>HBSTsZQ)Ap&%YWJbN29MI2euuncTR5nyt_iK!XA!AX*m
z@7}#D?;I?2E>tLe@Xqf1eT+-k(>JYlJtN1Z*c#_J6;tui^b!;}3x|QgvQ~DK^*5dz
zG{6l%jr$e8kk=C0&a^b4Jw$w0%TjftyrP2I_UtouBkhfN6i-VD+%!*l%wbfUC}Ej|
z#jf%6i*s0VU9QcvN~Bg(u*ZGR>V0;0c0!I!XFb3|`e0dY%2H>?%=OvLvc6pB;iq|o
zZ=GJx31AYvqJ2K894LBam$m_Kl$4gL+*_|iO-+5kUCLX~utwpZ-Y8V*o{y$T)<&`i
zuT;r_t8;g&_FfB%<mL{cIP~=l4r{y$s-|EfW&rdn=jP4s+Z)j^-(}hJVEyHRz4I^c
z;U4av%`SO!yLS?tdeGif_Io}m>FML6%RwYxE8eFw220Ls-tZNaGr#d~7cAs%%(k~3
za5FxD1dWf~{CS?=uAB_4zP-6xv|DQwel;(4vC?>m3|_0-x@vXa8O9=s0fqL7Y6`fq
zozwNQDvW~00a~^gZrA>LMNU0B&=%<&5WpharXi1#o%#}b6zx)~R%0JEXSizKL0}AQ
z7D0lo1E~mtlVSymOd;Z1cxnR&$0<EMPR-E`tYUUTkROy^L7T+YFu*ug8gTF88V_xx
zv6T{DHXvtp7juR@I%tQOmq>NMdc&*&3?KkKF%8V)GLc)g{miX3g~%tA9WEHP(^)6C
znw2%yj#l6wAq6s2livQ}!v{3Fk4@FT#h|<oujYw<*DD3UJz{n><yVfTaxmqvzVa7%
zsjE>2xfj>bhiAlIAvh@azU#mg)w6>~jw0juFjzAsCMLe}IdmjSsRI(};=_T@e+^g)
zxL243JOR3PK-S~{c-o5cau)UM(MdFC9?2X!WVO}i1^P+cFXJY)_y2qopQ<TWu3Ujq
zL?~;4)hKjLbA>Y<rY^V*qEuO?c>_TN$HOnY_K_A?P^VV{29>5<@oFnptYCbyqN@<9
z;&-E-Rb4$>oe>`T`ANhG2#iH(Ea%l=f`)=o)yM2)6u&&>hDarJGi6~%W2FnZ+#fF(
zL~`cf=dW;;I+-&$D2v&9>a%>CRg<NpT~I(Rh?qb7Qn16gv@{hzx<=aTJ&o=U76yYq
zlJs9ICN_=o)<EY4B|LoLuqmLufzFxVF5`<jW2K42+=K^5WEdP#ZK_GIsHX!&0m#k^
zPWary=PfC>z722>4W^eUOY=!+?N^F~_Rf};mPS1;GpMd~>QqE?TT$l?Hu1&`L)2>o
zs0pbV7(}11{k5iP8V7d=Pd#>rFLJ~J1}>DnFY@#{RW9w;Lh89WH~T4Ge8IaQPtTC8
z*MC5}u_prhz*_QgPX%<J3w+9%$(FDI0C@4J5U-2y1m#*P9AejAmXug-O_@ghvazNL
z_5Ds(mQ$o!`*t^y1iBzGhi=U2949AdF@r<G<m4n85t9DBpzl{4s*D!sx=bs!^a>xu
z1Mgf#I8ffor33)u`v>zl2v%G(a>$@-y~+PLRvJlqnJ&1k`72IsW#70_QlVMTFuRWN
zpQVksoM}~%4llRx@7gtv>GZ}N$DG$uh_h|2t-4L;K=SJ7?{HJ~Zf$EL$?>rwEs7Y7
zPu!z{JZ1Z1)K5uw|9?czz%N-sEET=o_IBL?0j&c##4KHFy;##XIfnWl)7I7ov@k5i
z{aC^AGi$S@a-i(5>KZjR`|xIME(hS_yRRu?-L(}9=Au!jryt$q6CBKI{XV({3{MHi
zTLK2>J{d<5j*#^0V=uxEbK2T1RsfR*c<O+O3!T6X$cZS%R8v4AEzV;k$68{wH@byO
zYR!C<EzpTl+F_3r^gc4C9LOb?t}=xK8_v~lX`_v}h~KXgnh>cW=2X4MO#i54S-%ez
zF;99SSew4atank$P!HU;e=aR0wP4=mYHFbKC?rLIg2Z*bs8=z-d5YuSz&qDEkM+SL
zKNuQUDU^@lFQ?{=$-z-CVH5o?ncxa49`qDfiSKreo6C=`7$K{K-*OA>deggh2bxHp
zy(x9i=NNn^uRJx?yy=!N$HZj2g`Hs0t5+*}lFoMyqc-2}z9Iq>L;L;f<4u~xA}@b@
zIXdD69;@p%)RHI_6$tzAEz-P>l@7KWyxw#Bp1*&zWedYus1_(uU{ZBYg(A)n%(v!X
zx>*MR+QSz*UZYb5X=!Qo_3GXg(7bTpGcGuqXtx0~6`PMa)rl)kLxi*W#r>*TgZKAb
zUiVrv=IEBkO!c<Y3#m^29tDz&H>?ycL$9gvEg2d{<FP<gS(M#%Om&!&DG-IW$;LxL
z$vpkIV)*{A*9V9@X4B^q4(264I2i6h^^#vXm|qCPg=>KjFw}7rE3*sUUOtAJ@@=fz
z>31@srWRX`>xF8MijTE>FVZ=a=KUu#HTGDbD8tE?cJbWVo_#|QaGzFW1Q1<yV3Bu^
zMp>Y+)h<?bO(gmihFv&a0e}2K{g?8g-d|ZkVU2Ljp@Roefhs*2Zq1&Vw%rrW#DB_<
zDf-Y^B?kuwzz%9{Xul&x+_{J}M@vG+vSxJQo~@~%(_~gYa{VJ#8llH?-kV<DH;p!(
zthqZ@i#w=m&l?GHoPCk;_Xs{F#JAHu`^?M+p(VrqX@khNNlkR7z3eOQ3R^uoABCGj
zcwgMMBp#z{32RU79sW?Z&xQh(5~%@~Mxa-ZCs#bAe%E@=mJ7Gm{Cap>aX`q#hm0@R
z^|(cMF|2CUX!ATs;6n2UEtGGG_K3tud5o+2C@!ArD`+LM4dpO|=UtJj!3oZ}Jl5g;
z-P4;Fg@NtJm(sp~VLEm>V+?S{ROEiqo9tQE<p8ifh_o#~|LW|Y;NH+!ZkzjRQB}*g
z_E;ib6+5x_^1LOk+YjyCyBFl;-H`EQj^3JteYXnwF|W!+8&(YU(iSzJF^6_gNV)X@
zshr2txNfF$=$$@&XY=uG<y0B=Z#cJXk&C|p7fIhdnm*B)xm0|=Q&gXkD<}3*bK~Sm
z2J>8z!a;Pvxms^B9y}u{As`9UQnj_U215tIq1>W?LqSSBdT;$fh{CR}fky9g?1KDX
z5J}5PCMG77;|McLHJP_T3>mN_X6R|zrJi)l4a(vkQu%?EUwOM1j<M3`&Yhc2yV_z`
z8aLC-4)z8kRqucsE67We@UQO&$+MGH{V;3=bHc*H*c(bgaidH!_zMQi5zvQ(^3v|z
zTeol6AkmWN_VUGxrJ2vRnl|tDHvgheCT}v<NMm$vXlTgysv^Si7AFZNOf-t|o8NF`
zO-#=?qOh~k|1(nc;@O*zC+<H&wE?4R8*{nPrVQJ9*|t=C)^0Gd-zXs}Diu;-6GDR2
zM!Wq;Wk5Ox{rDReJI=N4&yA^gc%1*^x+nv=ZQ1hL+9Bt6@|uqJw=AOPx>kYKgOawN
z)>c0spY_+Y)oB;$?B74!>|9V#fVz^C_FtZ(nS6i{AJlXJ;I45?FQI_!?C3b2!DGV0
z3gbVelzcqr=xsl5e4N1b#Ru_O-%8+)4@{#wbEzU%0K;~=xeh#PDI|nm{ux52Vx=L0
z-1WjZ6BVZN<NnqYj#KCN_<=pCZdbQg^+qV?mNJ7_i|bIR!k#^QqLjkte%$7;Z#%yg
zTAofJP|+s0mL7g>ilQEZO(&}NGuqJ*tnuY?-R9AV{)dn5)TAFPJw1I_%yI?>6$J$?
z#q}FvrQr^}aNgyW8!`hh_Ij8l4Z^KO-gc08InfYyAnRcZx{GdWh9UR&-Pkhpf-3V0
zz8{qq2s~3ghyfgl;1~vf1Lx_Yz@DqA2DIM@yNpJ1QOXF~{K~$2z8}SF)$6Z-cfyma
z07zn&JCWyawJS3OBQl=Gr<@njBTOJf3j7R_JIno(b&Kd~ZwLwq9I484ivcT0kycVt
zdR1B#DIh&8T!vKQvr#bym(}S!lYFq)mel~6%DMa7)+wi%ZeTHy>u$_?vgRpx31w=9
zb--2euCR>ddez)Gbckx{Z?>gg7m2Ca54KCY4f>hLWq|s}F-PBp8n_h1u$SJB>3z;O
zBv5QF*FBb~dp(+JTVmqIHYdfPU-{p?LimEDBbjQfF;GS4iT35IjK|h(AGBZyl9&|;
zIyjo<M-WWrSZkQfk<O#!hn@wUzF9uV!hk;>g~3wqK>S^_9Zh!$`4DRV&lX0f)LF05
zIJTF*+;@C^!wq`Zq9M9;Jqh1qW&X(=*V&@uQfi(pf*kPH79$jXtsx*@mLII_zq;tT
zn)h6*>!{3+RM5M6cz9T>1y8NQ_%y3Cm}(7*K*HLPKNmsb{@E2G|F-5JxsZg#wZ`A@
z{|M5nnY!+YRh)#)!4!_ikeLYzz6~|Z(Z{uHZAUgy^3p~V(Wwi1oyY7)4nLzuk;Au6
zt`WWC4(VS({S{tD8r-FakW;jt<*-8ql5~c?QE1n(OzQ+g9Yo(FN0_$POMj;y_ST${
zGt;1KEpl}L3EggC$~pzFo@IvbJA)njEKE1;Lm@lLgs)*&;)y0>ymr3sNF(}Sn~sm#
zpfq#ez7K~Ft+>}7)f55ZjpD@U0=D6?v=8%6Gm4=;rb6gx<>cj89%SJ=c_q)8yT$OV
z*TDI?70_JA>Sm~dk-1^9)*x>FKS{d!#t?frF`NNZTG_!@;jau72`#AFip?zOpx$tG
z^>TKE(9cH~I_z6o<D^>F&5$M%_U$&{9HL7tf`6@1_h<p0kw%r~&X#M}ua9B;^x=X}
zxQc*HMLUKOdsY7JRfKgS3yv4AYLA6!FG|k^Vy0G5>j89g{j7D&qXqPl{}XLZWMuHs
zu1<m?yonaVcJerV4!*^MLo9b<M3NY5QsM#usGeI+gQh(lZS0Yl+gh#Qf#`YE7oJx0
z*8Q~L4!4T&T?Z7RE4ucgk9=R3dEY-lf|T?_Vq^RJXUA&hG=_?_R#QNyOhK=<GJKIH
zKBV5*5rM;%;3~_@1_lNI2$i=r5c(*$8X{b2Bbr|^-$_)f=b<KiwxKd73hq&8e<cmp
z;Is)@e7I$(f*!{suFEdMQQy154qm>#h`<TxR76BZn&6>B7=;RQ8oUB-_fB@2OS{*U
zH$(^&)k<l5+1rK-be)95;a#nbu@k3fOa4r&c%((Qyu8*unZnPx7rc7gh0ka9T!flR
zvB*MB)tlp>-<oTRh!v0d9<G^SR?LTX^w~brF7`{)d%4niu}WTT_4;!O{(_&ot7MCI
zxTK9tE~hH^9f~njK-xTUn=|zDO`#%*)fA8@c%TKLQp=8~n}x5*S-W(B?&;I_0vy_3
zEX)0Xl?%Iz>RzLH$O*X$Wo)CIKV`?fUm)IGZ=yQIFxj=ZQ0^zNZ(F>0an-!x!m>*V
zTb#`O=wzC1m78u9_}0uSaw~z=qle?94oDC1VLcF;0GrX#(ajB%d|&3@Zb;c0C}zK_
zynVwNxeQD$<Y>lwAFb5O+w&9Mu^7ss%bBX1+EiJoJXEm+ya6t*o5ckX-o6KU%OeEz
z3$875Vnn-6g*kswV*c`c@HafGS1n)8?q?0E@XzN*0pYbM!u9}ep|7FNwSNLcwp)=x
zcJXKUjjQ=cR{L+)D_-F?xSxxcHxAtcrwxqRWAB;0D`33M<A))v*&EKPgd(7Mz85s!
zX2Aa|>8b#wZT6Xph#RA-8M8Yi*@AZNdZ6(nMN9k>Fw~J*e~ER2S5RJ-1dGoMJZBTk
z<~|a4LZjbF6&d+7yK@)1OP(COd(M_iY}>XCyEvA2?TDaIgjiWz|8kMz1&T&*9JG9T
z<WGsl(5#ibCpP<KTXZQ6h3(s}FSlx|*2Oi2(7xT@;UY0N=L_=*>lW%-p|;``?rt}3
z9C>1}A;3s(y!kTi+zQcs+QMp{_x=HT+kWTnT~6yu56^Pa*{x7crJaRAVAc5W4ay>U
zBal%iY4xFU^VzI^9r!`QKL@<P|9Mm&KnP@m0WDCe+`y!{RajU}TdI_WbwORs67sU?
zcmD-$2omcZunA;P|HFqfxo&5Wuz-D`I`Q#CX{f~vW}T!6!gYR25xLcrb!8?UYf*;t
ziDx0UdzKJ8juR(>#>&<rm4aQCU7Eke(P|3gIhsyY&|)4=Jclr`(mh5Y#HsGcpXtFw
zeQN_hfih^i{b$l2H`0-W4TcX;mL+X+pD(tEYoa+*8-g_s$w&%i|1Ra!1MVoBB;(IN
z_h3`;%bmlpmMTE<J8Q4N&ChR+I>Bj93^$>C^RD0sr9s?1_g-y;9P=+n$n2hzlM~p|
z$q~mHD<vhbX6Ga%$C3k!(213?0Jba_b$4?EFYHs18-fz@yIuvM8{$!pCv)(5{8$2m
zf_VJSPRH@MRZs+?AZ2x8L_1Q6Ie#65q{|-mfquGuV*;m?y3L^aVU$IgfzUh5bCs{p
zwJ0SrlY^nZrwN(@?|fi<_E>k9ohMoG!LG6Q1v*kjr;IHvEkSFtvqr!3SgNnD?-V-$
zrhmn${-+WPs5;4kC+$MIhy9q}PzNE|D*JKv!i5WQ(+~T;=9iq0>U^c)DfHQ*sr~}G
z(k1uo$pzE}p4n)f70?<pq6f+Z=jD~Kb^rbQq806GhHpsA`kROc4~1sQs_nNLu2fW1
zyne-s&KhO;4b8Q*EJF7US|sX{If!;<sSY5XfzB}sI7FwaFDRaO^daG{aOa<<f1vT0
zt|Wy6l!FXT3^ZQR|1=wlx6OYqrMX5^G>}&bx(|Ah($@;e8~o-($&vd8HN*qeG&)#x
zd27)_MWpzzhbLZ2ULM%lzCh(IH9XB19?2Ckw=hLXxxg|J)K&ECAJq?H^SoRwQ=+>^
zgOxhYC&}(hw!4cbq$*xEg~khpP0<=g8Ghj}f!ajw0_Hk&1zQlP2Nc+InhkrQD^`Bo
zy%b5#%gbvnAJzqhAlATOer0YqIOvVc#P@k&VK{~I?cs=G`q-%}D5T%MaGhZA?=u@+
z9@XnRRtXxjbaBy?m6ZXow}t@RGSHAM5%fIunGh>2Jeq*m=ggFOZrSYJ3kcXHEy~<o
z=<(q|(`jlwLy&D4HIPxVdH>-)Ty&iR56a6Q{Uy$1QD4r5oRqAhaC$2>Kl_3vI?m{-
z7iAKEwDKhnQPCS4Kf--l{qyJmci&_aKLLk|JuUz+kXaSEWJBNTbe(8iqK{lXQ||BM
z=eOxv0-WC-^KCB2WDlMXxNc@LUbnCimcA!?qkT<N1ftM>!t>#SCSb!m#@2sQ+)S1E
zQ|iI{tm@+03#RzlJ}?hFe%7r83!N7W^8Te_y5Y8zYA*?BL|V7-=slPf85%wu-6njf
z%6ze?xy2gcylA!5N59-AeM9gDNU<w3ca8T~O>6@(hP%UI)Re6e4};u4EOrTP-t#l`
z4pgt-2XA-Xkrtry1%=QBEQ)><m;T;gYwH8kDhZq_CO21CSGs~@fGK&5)t*z~X8|#F
z+uYA8ZG9wrhsQuA_DWK$bYcc~X-(R>FfSvTbDzdGQeFEU^$Cvf^cgv&KDZKHv!Gv#
zcK=G+SiCn1$n(|}k5qj}M@OX?wmD2%JJ0%;voa4KV$s~$t=wC55wK<QtZ`6q5uJ?w
z&q2`uWX;BqwbPvg+&@nV1=?n%_)C}zbgszNUih;cx+|F@_C%JdC7Zmo^fGs~Czi2V
z)v&U;Z(6h#|EuUG0}aM!R2cJj0prs@d;|}W#B*?JrgukW68L8(Qo?7OTagul|12}y
zFY-@Hl&`l3KEP}^8fc<$+#3aiT2xr|NJFhR&-Ve6B4sfXsfef=(-zEH^Me-9^1wKP
zTU_!j5Y3yUTknQl2CK3-B>^Aumsmmx2OfG>P_W<xL&IpdJ<}3)XSBijp&^Yq60@?a
z@0?4Q_Rm0KafT?dNSCj{6|t6`^>lp}dmtUuGeD`%vVW9?z>k#w@U7gfs6Cwd9#(w4
zF7A#DiRS>BR=Q*8-TBW)QV!djwSIlGz*E6Z?7o+%Na;VRb;rX5q|>20mdJ3u1@5AV
zqc})G17J#TJc=Bb#Y_NDd3Q>gk)W@9rLagEGOR$yV&K`z(Ds2Yq~;H`Ns(H#^kR0$
z{(@Fsx4(bCXl3{o%`Dz9Z3;A)x`mLva@Ay=4z{oEYK~v@Gj_15deap0swb+QGcYjN
ze;Kn(jI6AzT|N-vL~EE_11mi5_`*>P6IT_+OM#A~j$sxuy>D0#gh<^62A^VCC4+oi
z8F`2;*CLe|WWd6aqC3aU{GZ&HCFq)BU^fNP=kw>!(8!XZJ+w4}F`kd#bovSkiT!`(
z?%DJIU?JBEzb4tR6+DsN@~jZdV=dAYGf}@nwe*MnAYSg&sZ-!4p1r-Njj`AFI^;6p
z@H&Y?2R;7?^_!n{g!D!PbYL^OOqROAAJOGhJtRt=#v01Xm3SH;lwy9CT!1QFkia<Q
zY!>k0R^j31=APV>7#a$Y7_AX^cWbelH(JD-uJLK-%|*a9!&vTuqk?AbQnhL5EG#U9
z<%-Im0k;dlhT))K{r}_ayW@J$+xI`RlaNwTXzziRlFUeh(vlV$R8nbb3T;Y7No7=8
z8Zw$x8Z?v^rA0-eA<>}mz24d9oagsC=jWg2IR~fD=RNNCeP8!=U3cdeP*;iU5~d3m
zELuzcQx*FZ)Cl6OQ3*`~;s&sp!yvM4+2Yw7(!)&>9;&giF+5wIXE8A1f->-e7{f?Y
zWN50dD!Ts+$M#Ty+#Wr#j#v@ASx1%(AJ|itWv!9V9|5_C6G++zozoor{7K-(!eahy
zYi{PPBgAufy-gPc0T>z7u<yXqyxW~WQ=ej#Yx_Yd+?m;balfTCVm9IOeM^^BLJ+e_
z&F#>Mn0<OZJ5Zm|xQ(@G1_<QfPQQLHgjy^S+!IfxXRNCd?Vw7Vr^&NXZVc?&*_{xu
zwI_Z{fMh2=)p_=S8kZZ~v$FHQJYnlpK&1z3rIWiIVG7Wqf4(wrcXIqt8LZB?rr#p$
z1dA4E5LYvGGb0FTjJ|Ms!#>Lcd@!I|LWh+-pCB`3f6xW$k;z66({r@2Ih|9ua<Y1A
zJn)a@J5p51@l0gdyjc*B6F)qNu<*jkqR;NKrLfM!^=C5F2=*UGV-8w2MYy<&e_dQ)
zzIeN3n_9B~zaKcKedqA`m+!$~+BbHP6kof5G8IFzAO3=AnSzoM{Y_%*m|+e0j4nXH
z;6dK^0ETAA?7Cw)J=|P%vZenec2S`Zxg2~m$VZm5vI<Q;Gvq_sxLbaBTz{}=KNzzd
zSR%ySg4e$ymjvSJAQy<d>xO0^F<fmvq1o7b^_7a*G}#2t=1N)?sXcH_C|qED5*<Lm
z0H9pFM`yfzYi&eV4oQR*;0tGezJEXPZDg8#wpQ8zgMaiHH>N0LXJ^BX?P6;XB6|_D
zb%jvowl5dXw$I%iB^~E-i<DjS-IOKB=|&d4ZP=lvG;nT)HJaFG4RzJk)j<_~aprQj
zg?TL$PqXUIw)bC98e#e`Z{3;1t5*#H<di-{PFmbfYtc#0PYW;x&$CDIm|C>NDum4H
z+(5AXESBkm16I4|6UYwm!1CvIp~yM1(L?eaEkItXlOBePOsgUj{{W7bKd!DmhDYe7
z2CwkOjc&k2pUJvrVjUQ#v!b<#kc-E)ZIE}PVt@9FogTm2Jor@^&y~>Dpt%c|f4Xd-
zt7&>1I=%h3YDo$W%@mtY4cNcHiL8cu_W^c;CrPMs%Wcy@i|bzbI?~M%m_esj_z8F$
z@1_1V|D|vBMHziPh!@kqIv&mSm~i=QyYUi2KDER>5W+I7NroIS6oB40zf0eS<H(?)
zn?MG=3>mZ=EDM74YyiQ%iFXFdP2fXWT|l^hpxj3`4I4HO9XxmtIG_~}mE_|;&x{G_
zc)0Grb&zC5Lcg*iox9ww`2HCyY|wnh6O=k$f{a<UP^%41K?Z?^HL>CfRuTs>m+Qt0
zCe23hFAa})efnhERE%`Lj2j<Tv+u=|<M+gmV8cCocD02Mt^6-%MQ^hxlWw|UA&k77
z2PfM39-NTAQi+;WsId{FC{-k?Min-RR;?qY)S0v>Q{gQXFt|bcYxI1^**E~f@Dc+%
zbd|WLR|Os3jD_mj1J{4MP<8lHP^1Vr&aV>LF}BoF#Cy7Hg4B5}YE2*8I)1Ix$gr?(
zTqFNq*9a|nFYx-x`^x}bWIqfOck{(nw2d_w!ib7HhcA&^B#ZvFCld&p*o?iGw`F4!
z=U+4#eV#wbbvZmLO6aoV>jjNVP>wP`&$i$p?YvnZ=>F5%s9|lgtX^Rd2G4^bnF_7l
z-67d1S7xuc3^wJ8=eZ8Y3Z<&U(J*}YylNd%B&a(`rH(3~H}gQzoIwrK$@%YqzB0+!
z-?W$s;@Y)8E|JP*v@{H-w!V9w27g+&=IcLC%ckMtR-i_p=v@58xsKm&UJIeG(MT5_
zXoFW3Dwo!7{~$g!oSDDxP9?cLm~QH{nWhK{Ndvd4%CP7y&~q;zX#=vogobsUNdQjN
zG};d^F6R|O+Ab<b-~WOV3X>_JFctP67?b|cP&Z~YYrz^o)B7b-Nls%O4TCs&Qv(@U
zkv|Rz{*G&gqVVE*WXQnuIoYH+#=3NANK{nHpUVMG#$Cgyh2Q`n-rQQppQ4cJPvDAK
zU><Teg6Sz1f2!y=%B!upa(QK?($1Yhtrrn%MaIMd)dK8b?9s{vl?}L|ppJ<TcZvd<
zE=!9=F{(}JDBWu#9!J9VxO9z3FKPPP^Yg(B?LfFiV{KO5LU2*{(iJHFm*mIxBv`gu
zH?>t=ik_cNi>~6SyKTC=u$1VGGptEY7ck_7q#@DuZ&Br2PLz>siEh&L(p&`}&a*Z5
zmDdV-li#w#GSzQ=6uRF0!6ba-_BVIF_0tY3Lky%J{qjl?sLlhnR*ffr-63!py&!8*
zx8J`K_BUMlFCiD0WzYu-{B6s#<N~E=-`cXc=mYTDB<1Uoz18uMh~`HyzW`0MkT^&t
z>)hqX^?BXh4fZZIl@h4q3KWt5QiZBnW9j{I{@VLKzaozidG$Qc-Uno1+(}dwg;I-n
zVTTO9?}Z1pZQ1i?TqSQQ#c+X6$jf=wB4c219kjVK_Z+Pos9nKaiq!T4kUwiNZT+p(
z*dYrOEzc*Cgc~{eYh6OEXVUjJLSh<4ODpqR+MF)l1Gp-*_2RewqTL{49wHqU238KY
zzAX$=$(@Ufp2C3eu0p*uBoG#Qgvov>d#e}C5*p>5J9&9|_uRE7;PKiP%op>d5Mp!^
zCHmEWNcCcaKrbrvX1V*CEDT6>`_pd$^bI@vzAiq{FtQoYBgh<XYF{5RIKBNN!<(R9
zumEOI##*f)?<%Q`6x0-ApE;ZFYw0^}KR~n4LG6b`AaW_q9P|1Fw#IRg;-u)pe}vxi
zbb0sDJim*mgDXY*t1uO_P+p7qp?mC2QEv>-Hh6~$16lidw<yG%{W%3B%=pDFx}FF$
z8&rjlqDemOm!;gsvo2+WD(q#^kM~qPMQ=XvAfswe0CboB<En6O1%8Jtq*&5vAt@Wy
z0w<0)JcOQ<8*qD`8HG|svcmNUm!O|vQqR6VMf>Q#zDi(xb|ecUdGE4a#KIbT<3_pt
zu_CX9zj2*_{Y3)iop0Zk?l^dG2UXqo)Q*q6)V}1=qa8VVxVARZQWm6?`(7MWKa0h3
zm-kmPX0lG__i00<U4k`19vm=m*pt%>S`~psF}n!YPhhQ^tk`-7LJ4}}0td7Ug1QV?
zlx4!Yyz}-zdIc1S|CHo^X>%n$E<Uu=eJ?UZz^kZro&ww=F4-9UgT50c8?`{9FD+m}
zp!e+QXPgY{=-EP38ppnZ$2qtF&WNeDH7j3T0{8`@JHW4d0KbO6;zAjR=|W#txf@4m
zGkX8VD;(ccGM`y9-K)720G$a#Gf~ZPc0XR}V&<~<ae287r|6IH%)ZvNilxvV`9}rn
z10sz0jwj3R4*?-%2_qv<?s|9dmb&w?w<<(LF+u&hB23PqKQe9sO-;NwtP%9-IM-}|
zJ!E+i@A=D@F9Rynu0i#E%;pmo-RN=?lu&3ol?+a+s><zy+v`OB6YpVN;KwZO)r$`|
zWxP&Mje%W!I`$ur$IyHy=_?GDIXyRaG9F|iE%FvpkaPwFnQ8ScjQ%4c8Rnz7E*D<U
z<;`X(Cq0TTv~g}&XlSg2?{rHwWDs5y{NERf(38`ropd6pE5EM&_K>mHqNdw9!oP82
z+q*{|TUY(Mcb{<YNC>b$PGa?#2oWw6YGEcP&rN+j9~2dMmX>m^5rg8+iHQpqWgJa@
zfSM1u<-C-t+C%1l#4wzIz0mCBJ&h4Yi|<4;<0st^JvH~=pD?1;0FFsCoe%C`VPs?^
z&M(NRnB|xR7M0bF-CXS)^c+sv1fkq2S~V}xzM<{qU(V8Hu_M8~!F$z$*rcR={QW^M
z8K?}@?12ABNMD=mNJ|WsiYQ^%GK)w{zqm)#fMx4J{HO072fh>aYo#7Sc={kAAz|l8
z5`Yz;@UG;*e$y%)X^!{=Oufvq3P-7;yqww<vIF`;Ezo>ceP1ooIT-J-5S>iM)!?l@
zq>mhAcEuVO9Ktv83vw=Rg>8vB_{u#!JsCr$pe&>Fz0~M1^rR1IR{r~QRaTv%fF~Rp
zqQ&jaTfsy|=gbXk*7r6aZ8yI5EHp%k$gbye05g6wd;#e)1SG4)`Mo&fd`c3D^t@}+
zi8M&6jRU|U&g<D=?uCS$o|WyM4)-fvF=eNyjTgm<5rapwki&!y8{0u#3wCxgqb{>h
zoQL)wyq@<IR-s}4Rb}=YS7y+WkXXM$%@k>vrkSeSgNy+A_K)K9UW!7Yp(r1pg1tM!
z`@KO1C>hvBkAV|%^mA=hT|DFwcxD$o3>|gPO}Wt9+Y2HY^)pav_kduvaT5rC7VBV7
z&oxx{L<XfAJb5_wd%k!U3$3N<vQq{P{{eC9>VC%AG&i9d$pJ9N0(44mR^gC^%7BL#
zn>=qHump<^lCX4QSsR2~R{RB~Hh~-E!dX-qiYhL{YLPd^%btRi3YGrQjLOCgV}HTC
zS3m(ZR>)5)dl*KbE8Vud+Um=vBh7TET;ieb*qT0sPTTLxwsgZ-lj8*x3dk6~{+2P^
z6EFJ!?QTVXHC%T^f}>MK_GJ`%#hp3a5b+7UV`|VnF;`Ao`|x&7Lf<ZXW&;;XzWJi&
z&jj~*09l@WYBLveF-SRk)zpl}6ca3!bubKDuoQ9;`cf;Ie_xV3II3J;Ud|6T(P*jV
z_+s-Ko<xySEE;k6B#U;}?1II0>${J+Ke}Z5J9Q#ySp2KH2cLuQL02e!s6X0#fE6=u
z2R{D_t?p_?{aXi1^71y^JuoehR<kB%YO#Yfgyt>820GF%ykfIu@(IV9YUn}0dv-wE
zv7*4%v^>v#ENFh@Lpn|0V}8{B5X_$rLxZ|Wh|DKO#e9BJt2AxAJn%-^CNSDzDzV_<
zY2@OSemmFV@*s5%6EY$Su(jjR?Vu$RY-}|?eh=b@j4n2_{UJ!>fkCYH8Z>|Kkjb+9
zUuRflnJEe&NiwuIy#G;Oky}YTUv_FO3BGs{Jpi=n_e#`^YAC|Zw%{)yHw>LK%ThBz
zSQeOX2nI|Lh~u1I1#(kkyPIzJ(tzZl7QN%!@sh-pPTWddxFh?wK<gAr)FJkh5P{nA
ziw;y|f%pc%zb=Sv>#P;VHR}?t{RRL?L)Qa5l0A1jd?xmNFd(VL@J)ejSSmD?d;&jV
zDmZaw*vTadT|*N;o+|D$Yhdln?_UEc`k6KCT)Eu-dz&MS4!3085-bBxELFnSIs0D|
zXg(e_SHtofXMPF|4FwCjk@-UW5MNkC1iEOT|7;o`>_UW|$GsdCLA-t6%9npZYu66d
zx3F#X;w>}G5HAyT8MWe4U>869bhY&xfav_yF|XLrRP_tFA0h=($+z3rg38D<%HbVf
z6vRgYq^>{m6K+(K`uOqVtVQLPPp^WEdO-3QR1%TNeJNXU2mj)Ey{Leq?a2Kz${MPY
zDap;WdbP!0ZF?6U5e9zsAfW?58mU9_V4j}ARBAVhe4kf|?g0kkK3>ZhpC{f!9waV^
z0u`X<dm$?P`rjX_D=7-!OEJN5sHHN-_O@-m!@ch+K<D$R*H35L_(3)UZEWFF<SqQV
zS(1)_Ttl0?C}W95AZ$?eK=0vE3J<z;smJ!Zz<MB)NTEueH=`U4Ef#H$Fe0!)u;?op
zaJR0;a&$o)ewY25qMP4xa(wK3={lN~8yfGOhC2u!VF2`wLm1i@Xx4HTEi<8=?|*{c
z4+mk7FyFoh>;ZHsdw&r`RG?DF%`Y^FEC<i0Bzk)k0U2;^1>5ceKz{dh53KSR@0$b{
z8D@7X2ZE7@>*rm9N8l9(?)f2Ek#DKcXTS{w-^u6z2#c{20gC_O=$V?=V)_L~?v?8A
zwOgWwwzf82&7E2Y;LaU*DH}ZA+lC3ZUL`H-XI_cU+{+C=BAN~Hl+!?-J}Pi<JfBQw
z7G<)Pei3&TJb9N};JOIO$r&infECQu>nf%TEe{S`i7M!8`vlactx;k-U<7&!7Z-^6
z!EYBAN`(3LZeUwUbYr6DHUzNQs*0n%-}`y7R`c3qXlGGDh35aav&l>>0ez0uPxH=>
z`cv1W5Ggx|gnRQ&qEDa6s~rw4DS!`-1yh(?&sWVcsZ6v@$lBGSyQv{^L`BA>=se?f
zio$m8mDE~@3TVg(RCh}Mdz90qF@pYE$){}xpq*vDl6kNWCd35V&S%3d7F(w^thEfs
zZ0}vG>OaXP!Or)=bqjORvjo=*g^Wy8{}%Legf)^vM-LM2XcA|VPRK6pXY#hUP-m7X
zRiQxCKELZ*1k8kV1q*ro`gQa#j_lugB?e~_nCaqP7r?5$G)^%2#qpSD<Mp#S8ryC(
zzIE~VHU}hS;ONs5BF#7cZ@jyCEr|OilJ7n=AX&e9wcy_NGjE?o7&#7>FqSwoL1P6$
zl-@l78H|M?Vsn)T4g>nH&%?EmZ_q>nu}4x;%PCedV*T+Ow`O)EFs5G@C#5u9n6zDg
z%RZ--&;LD!(N**;7L`Jo<r|`zCq<8$uUs6lX}xqQ7g4A1DSSC*o!YEnJ~C$!ntxV=
z6fw=Z$kqZ4MR=rk7S&0xMO-5^Yinz9O^UU2(9J^=S>uc<Qgx;cj#en7lPtpS;IRU6
z+4>=HPaS%t?}-ausCBiDY{aWYD7G4PE4{TO8AsKt;D|OGfU)u|zc1-0IG@bFcNpOh
zIrGe4Idc!f$>D~i3#0n1H{d4!BK!K{g`jM#l!X_qKwBxkg9|dhXC=9jaF+lOvX3Pf
z`Ko5@3*=H#!GyY{8JpwL%brIifNm`bHaot+#@S>$C*yxxOJq<BF6yEHMy^Kc?$~G3
zRVv*UrHww0kXmPCZ;<Sz`s+={BWy4>8;K9Ns)yFCTNm{t8<)Shc-x?{=9bSxHVpuI
zal%3_UrrW1V2w^Hx3lz3XUC}NVuN3pi3S1#>Dtp=jz)LRBB3dVCFd-eV@&AxFC2tV
zfL6Q;>%NCWKlwkk$LR8WO<V?KoQH4L6~3bUdV^9AE1!TzQSrz-D`+q<rl_%s;mqO2
z2zAc;oK>*zbTi#==SV0>i0w~|?!A31#zaFsssCj|XGY5d*Ib5aS1Al$HZ^G%F1!9L
z7GcVl12#fq<26?Q>6UXkOSi)hkSCt3;U0N;dH5s5D)L@?TcnHT)3ShQiK7u?HToUH
zq}V4I^0aHt$l77K$go6+m*75o>+LnO{2rvqzyYt1E?-yt=n)1o7#!e40P;dbB`~>m
zgMa|AvHrD71=-kM!T+uN)R}LE$O2TNVzsBeHm%;|;2}$L#1kiS47(M_2S(;4Ut!M0
z?x1&B(ZSID^ASq505KV8{rUdDQ^&47-1n>a)rBPx*cdqXnl8DM%IF=ZA79_y(-d(B
z^5T%MP3Tr3FVSB9G0)SJs<Zjlr8_9sZVR^o!hT`|dd0=<`8Lsz^5YFQ$<RBu{n!Vv
zZ6d~=wBr32(Oyy+fF~Jp(l2OhV06}A;H7q_{yn}smM(q-Rt271$Vgig3oMT*Ls%eZ
z_0nUz6Z>7zUv>_8x1dAtCf)(+C(#_VLf`Cgp8p4>xJ!SDY^~^;HG?n$`~ov%3;&TT
znBh*Gv<&pR?_;8l*{OXs5$YZ8fs6p^Vnw@gM^XHktZl$|r<c$1m_Eokn}95_D>K2$
zYm?0JFUwLCXpt*iG#pw8_H({nBB8geS|zf;env`L*egqy^>?`Snn1Bx-FOA(49$e9
zUop1Z59$GcdnK9g+etOuloz=ecnuA(rM1~{WJ(Kw{*)>wpi9L3MX3sBhE?`Nea>mr
z*5dNv3fd596OHcCBpB@Q^6BSuLX1m;Mu7OGqi6>%Gxo0!l$#vI=()JjD|HYANXyB!
zU$_2Ghg^(Qx51cN=NeCydtbb4PrjS$SGmvbMCY@lOOoJ4Z{qW@d>K6(q;E?7!G$l2
z14;@j8+O;S>oGCTpWlI<n`0<?_(&c;R%4~XzAL8V+CZ9;B`$Brc@GZ{2Qx)e!LZZe
zBs6m&P7wARwl00;cZZlp)y~G_MStXB(5BTyVfTW$;R?=tP;bhmAmES!)gfVFa5NCL
zj`ctC`2meXXT>$~p7MZImF%sN#Kq`K-8|c0NmrE+RON1CaijLG#!$=&2@2kETF>_4
z9+B{INJu>EDxE`h62e~r_d3pE$1)@apf|4%VI$Te0v!yJkY|Okfd`X|78BP2YHDi0
z3y1Q=xH<Gr+NCI<83$gG81n#W%>%mLKHq&W+^YsdOp*SGj72BfX~q2erq8N-+=Sto
z-bI=(RL;mW$-GpgjQ(n8dLZS4rZHn2H2+&;6x0wQ%B#?38taKJ{6pWDt&TK%^o+n@
z{_gZuKrX?&t-k@M>K1sm+tn#cUMkaU0adbrTQDO-oUeFPwWX_WcoG^u@Xgy?=rk5h
z<g!frN7<f4&t^x&hYg)c7=xQ;(GOk@5)b1R$$H^O&e)NscqnFHUPU)=76zE4idKSw
zk^I4VpO5B1g_Yz3w7OF_4T~P_oT~!Vd(E!^)KZJru|DDa=sDNf@FU1@7b4riO!{eD
z&CMW^py8kR<Q`5wZfAJ)Gtw9+6y}qWAuL@9W^rNRe#92>OGe;Rqp2yHe@x3n4>oMr
zB!K7KOE2>61z5M{;+s6}6DPhvWRf~QGE_QMaJ}b0U59#@02c<2^fh;@8y*9HaOH`&
zY-AruKb?yxZ_CQotXj>%!LfMWJSsA3{7t;`Pi@1fTyLv`3%%XsBWua1O<NYsn-|P9
z|Ng0Y^LDCws?l$bo##`3n!{GzQ;cD^^ybBz{Z>1Q9l7r7!Ncyy&c3=Y^b3d2EVftk
zj;wHNKjhkFvnjZ>>C#wLZ(g)}ODBw*d%M3jT^b0D8hbEf)7)6@OJVu>`5gnoJG8YM
zfpTEgYzI5Gms~J1HYTiMP+5|UCc552&*s-xe$CD-xQGmldLr4Lr5@gDX#m16@Ollt
zm*6ixz3!aN{DC`QhGI?;K;zbZC(}`?0O7Ko>_kiW6Zp6F$y(Lc&)2ZCvqRCDTjNAg
z3*kg#P*C;yY0pU+A6auKa1XNE-3}mrsS#pj&!1~qb2+W4A6Q#i>cl3_w+au3#?wfm
zR<VB-<W<i}NnfiLLeY-&RSO|}$?8U@!I6>OyLQ#O3)0G~5DZ3b*y>{|6%`dUk9g~7
zM+UqI<p`$KLh1=YUp0u08{WU9Pf43d+L&*64TS|R$lj-=r{*r&h!Q`ke$VQZIv*rL
z*LOw1LY)9!jaA|)_83BUP%=$5#%moHVdF2qaG>q$70OknM1|OIHj@;}4S6#<ioj~}
zsN)yUc_`VacS2TrUNAg@e&xzk!^fc2hiRlgibajatz4UsPQ}H;Gk5M>0RiU%j~Qkc
zRFUr(i<6ActijMe4?dG2L8NnSyU8rr>CEZVyp#R?iFn!|ry2+M4NoU}Qo9ZApAb*G
z(1B{t4U7eNOQ2!8aj<wPq@M3I*=Nn2%froWRwL=E7Q%wynGR19s=2`t5jn_`9hP0p
z-+G>XyRdH7)$JoKy`1Y=w-_14CU0-s+#3%yX{Bl3=38Z$|B{8o!GR~g5<XGYg%Pxg
z3O1j6>UM0NI!=1SQf_=-KcRjGF9*P6&c3bsG@o;6Zd>c`R4!LU{^7Z<8faUYFw0sj
z2}P5vlK(nYvsxrX*ed$nFGg@uL?-427d=i?c!*C=HFKs$uRVwtu>NxW@N%=3z<MB}
zcyjTq-q7TdxGcoRw%Pwi>t4|KwrxADQ{pf88D<!<@$rnK*$|Y%7x)C`T-AR$Y<f5<
z!YH$ucok{hy?!a}{_qQE124d+L-P!ovIfO8q9q8f18QqX`IYP?6FxG@L*d1TOhmyz
zet9JR*h%tF1!TX|sc;TqS8{`!(De#~jE$c~O55!!G_Uv4i5j5ISQfVQN^;g4v<;Ir
zN}<^bZP){<n#;0Xcj?>UzN3IsL7_;m26r1)8rMg2j|V?75rE|~JhcE3kU642s(hyQ
z`v=6zfD&v0Nm<N;o=Xv-TV3{{*Levq36^3b-dVtO)tDp?svTlshr61q-Y(bv^zRq*
za^oCbp^wo}qn{Y=9U~q^2+SaZbSMV;`VuF{;x_)_mb}RnSk7<m9*kIkeT|Z`?&wbt
z(Q<Nj#wi=Z<8*xT_@Y%C1?{;U^l5FpuDOLBkf_3+bZP<}(6dVEvV<~jr|%!P^ECW&
zc%$zOU^1kv+MEu<5A~dE!on)8UNQ(Vhv0&VG<RQ~;~-ufH*`l(Fg%(WhlYYIwi)jj
z`Y18@q?n(Tfmb$(aWSlW_Ag?EyS{sZ%xScniA^@5{y_nv5hDIopy%E?>H_~4g68+7
zfJp?A>E$c64_v>ZV$J=OhI3&1emJn?;HV{SA1$s1ytH({uYpSXjoKRf+zCKbz(fz4
zI-!=uWG;s1MBZ>#+T_38a%Sd4!^e=tKFzO(CBp`c=B7>(uYc#_;P3BWmynl7B#px0
z*kza%J$wk{xgm)Yv2n1x2%~EEB-8BebTy(xpT=5JuFg~osZ2%-z%O5hV`z97>V&|%
z?=OeebIKA7g@a>j?wp)D1siG0)&~sxvaAkhy;t|Q_n&oQj#@}8!38|iUPdGI;^iH|
z-C#i&1PXO-`@u8l9{^EAY!%YW5tEjN8N)j>*MpP4-C4N0>mKzF3k%D78l)#>#Eyt|
zGXNiInQ3Z$EY2ApwpR1Di85cz;{)UMvG@<-B}r%;a`7=gE+;3)y74V=t^3xUUY4@;
z`5|UUz@pI6(Lvd*`z6zMr!pPMrE3xfa-*)&FI)Bu`s&AzA43EJnl`u$b`b1gHNru7
zMNtX6035+)<lRWv#=d?{{+z9mq+XMt_vZf8e2U-sh;4`_1yZn={OlyPm_n&8IzXQ;
znA_@x1Q|Fd6uuUi$$I?Qe(W_lI2Mf`@SKs}bLx@^4mbcXOh;JU@(^4~!`ZmpA9gNN
zQhwK*ndZqBxI$8;TUrDTE-5<Vv*X%K(;LS6O>Q?q&URDv%!n8g{*s2IHl>ol{j=uG
zfx)0o>%mH&5%|#2AwW<(Xm={FO(QDc$$pv&liS1!rtSe>uKVk%t(_-w&>h+xDRu40
z%+?+RURuN=o4YD^PkVX2lha?yCa#c!SOD?&uENYctF2w;)6xnf5NBp)E_2V{<n=|*
zt4T^Emb(?ri(t>!X8Z4&aphX=B*9gi8KFzCN;gpfeh;r+z4GhslOf|k)#T3?jV3B&
zT26^F($QVltd29sV1&u@3beR-0PK=_=SaOr(xRlOxYT&XI&lS`bLXBN?#)1fxg$pZ
z((iF`9~yNsP`Z*L9Z4`R@8gP!3Tu~JO%^j|%s@JTK>^lCe1L;MNpHlsfZ}n>ifQ(0
z0L1w?Ki~~NnVNGB0};cQPWMbdZ`t}Is*)IMMPlzw51hD_WuA!&a4Fa;+J#K?{l2a%
z?vwivCuZA8Gnv^vaL#D5z^I$rgvT<7k!4Y88V25)<D1vG7?*65mrvRsz&yBdEoJu>
zEDGi6j6{VucKB~W2g5h{C7=gZT6H<c$}L$VH@d!vI@A7H_4+nnT#F;En<Qn9+zsyM
zV`D39kZw@Bb69oakvV%TH}grU#k`}-KJhGX!;qTpDW|Oy!bKL5jA|kMWb`-niwujV
zwM}QXk}Rd5oSY}?H@lSS+Tep!GGuQF^$rk-i{jLC_aXy8F0g3fLXEgSoBODTQ65M;
zh-9KpJ3{{ula5<+*0YCLGE0f~fZ%cd{Q2c}oBYr^HmesHYJ(+6$xdZ*E3f9Ghmva>
z#wRBB37mr<J#h-ftKa~=M-duH-2(#ywNa5EfLEk0*J1l{);+pmfi(usSBXX$COl$V
z^;5`<(VlpK)^5jgQ)oJo#cgo?a;JCsjNL_UbG2vvu^U)#HHk|GSyr2`P>bm2X(J98
zZ=c=`mjG57%^2z9oZQ@ANLEtQp+wVBe_fUQsN?iD|6rxle_o8c=*eLtXbwZrEG?!y
zm@;$ZSosltDJkvlIM#)ZOG`btUdI9BOTC!n2cUZ=bK1V32%}jrltnSD_F?<mvOx|-
z*bL}RXx%X^NNe-pTJKvQ>wE&%aJqfI;VPu7$4Fa7-dX{2(@QQ1i}yfw*VfkN7vIkU
zdxIeH(<~+m$~ksl%NlUJa@*~Fft2>z=T4^N76IX2x_I&GT;?%m*%P)90;&{xDU(0j
zc2nkk3G-Qdo{PW7piS<0dh9-5t-HE;W|PKDis3vK`597q&|0Nd%|SVNK~MY+Ifvi!
z!`+ztbsn3Hu1G>brz5af0MZ<}`UOkV+h<(-@#j2tWEh&&B4NFt{00ZN?phws#~E*L
zfn-tdYnt5^256rHbrVmLkdes+>AXKw68r=q>aWl+GK3l3ZW5e)I(q;X*__ikDl3-H
z%s#huw1%!Ky~zUOde3cCKHmMT5SOY6?%+bwFK-kS6d-GPU$;p^`bbpp$B*t9gHu>o
zn5y}H<KQ*5QuAfF1;r#Ihx_#G_A|73d3oT@yiEwH=UjTBixW4&9xfKMWqWF3yn7$A
zt-{eUG$wajsxFRuJ_uZUHrRDzTC+znn^ZWjxB@UaOW>bhqry6X7>Cu~an`wQa`uTy
zNNce3hmRlq{QYxdbU5O<*OLIYapT72pSSIPA=_~5_h<PNsqtq&iUOS5bY>=H^(t>w
z3T;dE4$Gf0<pYy|=FJZyBMv=>+d$9h?X|!k<Sxb8Uiin^M#ghHqbzUFwJnUox=-)i
zBNa5J%aoT_JlT^x#E<|jk&c)IBpv+x<xvl*8HFQ5Lt{@I$h3U4KKpiX_y>?+537dD
z;5C9aGab1L#t86}r+QJx7}xI)dq19KJaua0T+25*I%Y-t%2~Ea@7%q607{8vu6rum
z+vSkrX3j}!Q1A~84Mf1q)=BxAwdkUpT1Y@Ad=5IqwiZ6WmgwQ(0qNTtdIhs!-(5Bc
zn+}&ZIAwT7yTHLHV}Z8|R>0!|NnblE!y}MZa+mDQEP~4_`>jb9geIJ3MsFm4g-_nR
zuQa*c8a0cv6>dvLl5bSFc7=k~+}s+sTn@VgYMsuV1o^0%v-WZuBYuAgCKj?vs~1}D
zDAz#JB9GVCW9G=v`4!)nbsr|%OcE)r<TVsn<(4ZcFIN&*9<7-DEGE^_Lb>(@HyZ~i
z3lPkvU*ZCeeWKzD^AHy$t`Gp}g~nZk>n&%f`2>1tky}?YgZzTv8|G)%2B`|7wWa1~
z(7lqiYgwTz=rnOcq0*4LA&f=N%>|`>N4aqPJ@m~sK(!SU*!jmMY}jOPKkPYsL1mW9
zr6(pU0DxdAKUswFXVSv-m*4OCb)M9ZpFhLz{&w_2^~{i!25K9NqrV~#%hgH0jKrPY
zJnsf7vuiAHXf-Merhc&GEWL>SI3Uw1J+?#zZvHaV3ay)2lIUl(Z@^4qM6L|;zwAlq
z`SZlHvgCFq%4ap-&)uSWX0<8JTJ7-Cb%-B30X}^_LKD|LfmOr_bF*945|A2P&`5B8
zcEqnfc7Nt7odt^)Jx`F628SxHF<Z>+oYMf*s|RDbNwxKKmGvSDg}3xC`!eB*Tp6gy
zx~d_5YP|2=2r?Nf=2J#jq3f$EksJogt=zk^GpflQS^VpcL?kKzTJnqkg!DW~f496m
z8P7-`W-GZhrK+3r*s%eq^5SpY$T8?5R&o*+Z%t%T<*C5CGCw>oHa3<F6nMf8FY5E*
z;R$-@$0{l-ktrNPORRsat__z${EKe10Y(D+tdI_Y>3t1pF!zav5`u!gXc^b%tD3b+
zLwk7${D?bm1BNgM={(5`rdCQbO(PQJ2H^UGFQ=E%#EO<#n3R4ehj`gxVtppb*sGxk
zeKvfwkMD2-B9g#~LfzIIb%5sPt@7ts_;Rh7sD4GQbvL+MbE2eT9EXK9Z-(<Pvd^gw
zNK~Ljg-JbszUnx`+k*CXcXU5cb!P0pa0T8d5Phjw##l%+0|p;*n)yO7QDF;`AaEze
z%tCK~AaJ6mma9+t&>s<ON6SnK#m|~)_RE3^m#*(Pf`X~=eN7W1^51M#q!hSMfZ6uo
z!2>^2yHj}|Xu}tLWi?d(5#k&<&2LP5(GG_8zkYoe5F~^DddCmMuZ7|H@!jO=aG}+T
zg|v%*NaFYSk`V#lz(B3!BTmQ=0+Ci;wnHR`DA!k7E@=c)l>(X8Y|$-$y*GSxuGkmb
zKX;{w1=hKEjQsNVx;9$eOGx0|m$od)@%>A{5}2ZyuuO=55Atr*Xh$=f?fUgC=j6>l
zR1i!JyW^G&V@0hBO+g6>&3?y)=ju6U!d&<r?4LXbwhLXmcFk#mfAi01#sqPhr`I^%
zGek2slB$1)5004C;;1oHx8XS2_*WljBUfR7VRyLbH4J6*%b(W=H0m{Q#*kLFc+^<F
zb@TU~#htAM5%y!+({0#8w1Uh*W{_vy8#PLe&gHew)uw;G=*6<A!<hc^ntY;XWQ@;h
zmhbHB975Jq-p@;UDFV@df8{&knJP<F;DU%|{wt#KIiG4axve1<4CFo^v<M{SD(9rv
zt-HO=mkxW0O9M(m&Q$Gd^x#S~(q(FjfPuYpp+*K<`sk6&)EQ|PFn2l()Z;uLAuz8m
zkb#ri_6weH1;336K4{n}C%5LiyQ9;D#3+)Fj5VrFp!svdI3^IcP+@!=8POVlZB|@e
zorcXpX%*7QVt0(y$i#%m!gX2-D|TRA&{9b`RNeo?L-GKPcJMlAwlB1LYrO<ilHqNB
z7%2dOA28qP#>-}FZz&U4sBXmg;j|=_JE{sQ?BaZxz@=yBUwnqj!Tyyf^{;%GTUnV7
zK*u$U;f*IgCG@_SI{2=h(;KY>SqvfRUd8%R6}=Q>AQk<770ZNl=$V)jOk>a|f>VtZ
z=uTAT>-2z1g7R`UG71R}G;(7wdD;5@Q7mhv^VCubJ%>1fB0MI2oZ;%WhBk)6l657p
z<$G<{^9BYts8IZJk8T19`h2T8rNH0@>^Z7JQ=7jec<>y^pLvt~ea%fs)dFLi&CW{u
zoIPvj_A>QB*ojR1SONV!F(Dx#Vc}HZXh}5Vmbh8FZy`!UU^#$5Iu-`F31da4h@1ZB
z?2{)?VwoEfPC78AISP5^Zr`?zq=dv?3I>5X4AGckg)oe_k)Q&KC1U2!lv0-W7Yr#<
zHq1v9q7c;9DIJj$j*S@hqA;j+^Ewt@<+4N{`XxcF49b?Q<o!X0sq?9i7CsD^qr2$y
z5%rVwd13$^E$;?L;uFE3=%!%CBVt7rD!V7<_-F3;B3urE+z(Tt1H%KH)}<eD#{@<_
zL!H2F1v~h>yMiz)Aw*wSHKiGCSdq@jgNLy0(W6HV9mtJ%bFGvy@0BO@-WEsnU6E(U
z5Zv<{O7I+qQOi`$-F=D(qRve5Wa<>wlk-<0Jf2UC7!2p(^MvY+MiKP@@R?={iP=S}
z74U;e2f9hJvnPAr!cqk*Qx~rVIqxUb|B-@%;HHk{_jYz3I$g&02%CZ8Cryus!N<qP
z5%v$ZZT?Sw9RaB_%S``uA%IF<a_4}nIMUlRgr2HzAcR8?!52o3W*o@m;q~jBXxq)o
z{*Lt3K0)e3pZOvj?Iq6KM2bg#0MnX>QG9yjO<Y9Y#HGL9#1OR*7gyJikdP>rQGl1l
zaszL8PB=UJ&*^W@tRC}Pwb5l10JL5A4qj6x9`UjX?skW-+mkRc6SvG2UKY4-&A?3o
z6Jl22AjTWkCus<vqMitR+=nSOPZOL+Y(XmmdXXeEt0n}B72myKFlK%dcd*y~D|mZ|
zMDPzF)4rZQ-BTi74@ffR+~7FfZ-wtl5i~{M_`U+vrO;8%%THkYoC|#9MW20B)TqCG
zCM}jz3m}Kk3*Jx+yub$*-_om2JKKCU3|{NaxUva)1Rg9c4UMfG{cLc-zzE!>s2C!<
zEoKFRbn<<ny*C0jYqGEXIy?}IHrjTJ$_V)Y0F_E&b(aoe1EQvG6N@T&*)=b<juiw)
zK8I&a82<>6EhPTNS}DFnf!;8nYJ1Azb<io?!Ea!H3$nM~cfHRcK5WvM@@}<sC-q%Y
zOMCkirl)2sm`VecIBU6&MOVBzG@?(zy%XwZ>Mp9NAW#O9cVp0Fd*@^!X*UPL`@)#V
zS066HpTRq^N#qanOaeFhy6W*3FhrNF(Q<TlHm`4_8vF9ak06^*#?txiE`1?@@Kyo{
z^FBpe@ru)%OC%$0Qx6>+8d@-ae&YVje)LHsLA`}ox3}%S3@|-=IZA>@)?5mOzEhOC
z;H1WmpdUGLYb9obSSOz)=201!sVSq1=q<Efs)a(H!+Dm+7%ISL1l1yyqQ{PpvGtq>
zz;~(&bVbQ%=4!cZ+ctzq!jQrj*L~o!UO=E?a0wn2=(EVMZ`g<1+LD<$4PT1KnK{Mz
zL`AJoJSNTJ>3IVt_A__u8ZyvK^7_@QSJTteiBYe-{4gf7!FwGI83ftOu%Cxk16h*5
zy-Fac0A+6hz@MC)#E%CcC1%E0EdrxV<Q^0XDJuD(b8x~~HvAzCAdw~Qx$DrDZos8Q
zjA?FoY{Gi@#QW7UGR}B!Qs)SF6`9-?Ki1}g?Euj`;@<X4K#XL@q+G46J|JmY2Yr}!
za5BIyrlm_`G?%#mu?9*3@67{EMQgop-n@x%)yW7HRi89nb|Ar7+8)-MG*vP4o;we~
zrK5lo-rbn7j8Dx7N_SzQA@j^;Py_p3zrHYK;D(vBXdT^oUn;cK?eiSLGKGWhk@{+F
z+T^jW<avT>C*eEjWpE=J_jY%8D=oEI8ovpt$H||m$4#BP<z*`v(b=Cu2Mq(h_;S1Q
z39K890dhNc`m8JQuPA^jX|sJ9hOitnz|u#Rsqo{?L$RKwo6VlvMMY9xlAh++)`)E^
ztEfmu7YdD>e5+TUy-SjhVd0UrY7GuPN9{w(D{G@_Vo(Nnib^gHL<V#&v@#j^A>?jD
z;6Mg$_B{3I?WX#7NA-)Jlj*0hzde0=7Kfm|*>sjkLz+}<?j7573PsFcEQvSmh`57H
zkjz&B;mJ62uE&;Nsm@Jl&!5kw3EEPA`;RK&{Dn-vmBgpZ;l?M}N-7P{qYVA|Ty`Bu
zR6vNZck2b<D*%GpGGpY1FJHdIOeSYstih25Mv){>V^mzDXcatK?lw7QdR8YapRkf+
zv@Y3aH*Uzse3+j-FL7fN6VlVdkP|m_E4FOix<JW=Hz+gH0jmeM*>Rlb<u2!sy8^?*
z>Vs)SdN}qoNskLugt50Vfq=~y2}N8bN=P7_?|}UR2{(dR2X}6JNJ*(E=JO$FKY)A`
z+UUn+=QAx7Qt4h}{RfEj*2u^R?J?aKZl0%35mXF%e2^<%SY}qN^y7nTlpEea0R53b
zw9$?(F6EH82F@+bs*U4_+}d!}#QS5>*mj}-K@l)H>Q&z*7`G#{VS{d=kpLcaK5lMq
zz#6dp-Ny_hwFxykQfQFqVYSgZbq|a(B&_y;#KHQevrCfskjL~PS<+BJ1@i#fk++Y|
zf#Qs4P0`=pslL&$fU<^qaJzq*6SfR6ez4vRui{w=hTe4DC;vFcQsa;p9o&T~=nalB
zi{!%MhPbRd^kHS>P~b+u%u1_C{7nzhY+ZN5%3>TU93QQ9YXX;xzeB`k<oE)CBF##P
zPh_32;b^G3Ar%0RTfD~p(c)rlBo7&=X*t^4D-_Ml-r=1m{=fc3#*j48uR3~s^vf3s
z%N9pm222U)!INwhxcfL#C&pYO1UPyJkqsN*nfnU!?yRTIUFmGQ(YUR|;sd%^(h{n-
zT&3-Af#4F}(S3~tbOe16SwQ24X1RCrV$YsChii~L`gjrKzBj#8iFNJ3#BPce!}L8^
z)gjnA@hDYH19k$|%KWLF0ZuBjSBw1f4Ja+TXhdIpQq6wv42nAewPg09U(#S4ND*B%
zEK?BiJ+Va7V5PnPBsfI&M@BLDIl4DEioLYqJ4zhK-MUu6N)0CoL)~P~e$l*&jyJer
z<^3lkP!J}mra8LJ_uv6UOQF04?A?;Xx^T71MncX(mI}FzX|&TDU!Lg0U`FE<KP)Oj
z?!T0Ug$2CDB})cz%rTxW6^SMpV8)H?4LV&YAIU&PtY?_)JkuVR_b)NC1ub1N92@*1
z^hJQ9-$$5!eMd}C@FuV-pdaS~0s_vRJLm7OxO1lz{;cJa6{2UrJOm1x0w9OjuHdBO
zz!aN|!~64|W$PCd8+2bg@f716mP~#H3kMPwP5b*EEJXbR(;;ve;V>1Be1~X<fS{p$
z#jw|M&z_*s-PZJ|z%~<E;Y!Y7#x?EwK$YzqJU07=EY+$GD?V5HaLMDdKT-k8)558V
z_9=|bbB4eO7aD?FcO*|GuU!D8q16S66k_Cj>qLyu=)uzl4;rFt#Sll#nH%~hFIx;E
zR%+hOJfjl_4-$(QBu-v5%osY93v?Y-jp8SMPEJlKsVsyLd{D@Gc7V8ncS{CqO8C`i
zm0ZxfyB;0`)(GgJ@G`E5Kimra6_8_4v!CHVga0AVGeA3r=J>{4h=l5RmTt9TxpX3D
zl@=F65vv%fKstJW;xiu20PI50n$vl>3mjr%>Vt2t-NyU2kV&-Q@r(x)8;*WFv?Wpj
zR91!!OMapQk}L0V#yo|)PLuL%%D6EWvR|o(6yLo|C~pXE|67h)WLe_?B6-{^Qw&-(
ztKVtgFxzU|YCB9ZY;fPcpj<8FG$J1I`o_;S?>SemHpIzUF8)N}pt)_g0!>Vf<+T-m
zl#}x{i&6ksc(?#&(=CkKOboRcX%CSDJY52iCJw1z@akYtTCZx}(Z?NqeG>>6EAbcX
zhbZ*FrAAubzfvQ|#^8W0N=gB}H>iYjVU&vJiFBcnu%z7Y!^E30R4IV`ogo-%YM4=e
zmU&%i6yJS7-x)h7itBp1D*yJi1+@3W%yBY7H#?*E;lPuM3UlBR=cJ!RM{tr#2{4uY
z{e=-j!1>_eAkTWd0a^0<&Q6Y8E`DNiC@=IUa%(8wB8@Ni_z~2I47$s4RvrtploG&x
zy6Z;1IO+ZERNkTw$N1}x%|U34B_sbpigdnp3&n~3=U%>SVEc0~KVZmPg(d&Xo9KsI
zn`xn1AJ2S;2OePG5I$9ip2*7#^pJAa#Vx|@yy1C<+fA-SHvNG$I5i4=!KoHF{E)PL
zAQ{XZmYF?kmIdZ^$M0N()+;J5EeFk~wVq*N&yiW*RLu<qx=X;_-qI{{Eba2o-rZr-
z-{D*T(zC(pJ-*ax5oDN)WIqKZ^C+Tek>1<~DD&3OtcZMX(zjL%2?|5@$lE3nP*72!
zNW&&8t7p$Kqh;nV6f%vLO%iy3HrjDHgXvt%XRrn3_|~ChriIY{XJbd3tE)vu_@g}d
zh%Qj6N0f0<_+P%}SwK^RT_&3dSozEwIS1BS&3<f31Dpc9&(aQOq5<l?AO5-x;nL<l
zR|MJ}pla77X!T2BL<11_-eKP7SX$JYXCsRKsJ08uvh46}g2GTM^JWQ?@mswQ4@mt$
z(#ba^p&BSbR~%{2XD;ka&`5p;VxaK|T|v~ZdeYHu-p_jStaltY>|^nH74VY8W6*t5
zgHRq!1u~N7=!Qf`r#cqy2M~mfZ{qNH?O5=agG_prdpBe=KLz}GGmC*RFY$;P1-_KS
zXdh^TFUgb-g@a=uAfTvz_;!=-z}W~q5@7Nrs>ZZH3TqVU$QMRLs&xkCe?B$Z3o~i)
zjXtggJAd}`*(e}_^`vOLf5u$=9!c~`aB{57@j(p$%5P;=)x}m-%GCB>sAclj=|BzK
zB-nDpo98pUQPct&dnu^$@xT%kD(Vt(L&9@nKLnIrnxIWz{rvz?Hq;W`R!PX^8IXs(
zh_VDyXNR$P2PXgoVsY=A9*qu-=t9soK&tfoaxB%cW5;eKqJ3{x&&7aip8_`ywVc>Z
zAiWapL1wdfpRZ|)>`cmB{DkTL`}gzvG8(BmC@0oh)uHh95CO`&<Oj-2wv-^wfb5(G
z)9sevZRERWkEr^Av128LvL~R3moitMb<2-_l5M9#J}nG3zT!pAkfE0H4{^~hMiBu@
zhi>Z&oHM7%ai^xcMSdF&*_h<d6!iHCDA^(_BQ^Ta<r?Ijg%i=JCX%#o9hBDU@9vhw
zh&~q^mklD~J<s~y`+!1|)h3jQpW}>Nb@}HV99R%>8+%ZNFcJ5)9M~{`{#bKfF*{UK
z3Qpo@OmjxQ2dJ!gFoOiLc=1+y;rMR*r{h}^@@%^;p2azZ3Lcvmk6^tHlAh&<cZ+Sl
zGb3VG80XWHq4Bwe0DSk@i_Ca#6};#@nIuTuaJnTwqc;J7L)*R~oj33jxuwZJ8qEcJ
z$t1Yu=KX{8rYuNtfsiMC>O%jO*t1z)kOM;vK-1%V&ai%_X+U#h%agddWf(2oSJ{q{
zx2AaH^^RSx07a|~7D>>ApN)vQ3(VqKnt_40{CW{~_704^UhniVHrjR1hrC^+kH$dd
zG4!K#FkiEC&7wB!Z9+1Vh16*7vC&bqrptv{<Vkt`w|I?(SAd_-8x*6)nae2C5$h4@
zoBSTJREOVtNHKxSCMt`Q%?IKTkaBeG9JXyMmVG{B_~S=_%xa)L0kqmXBpgM(=p|V4
zK<fE^BK7I$dtcyH-7+X>x|rOIOd&Eo3ndBi!#l~uE{CuvZ-kGII(AR>0u{MoDPZHH
zTrvjp?zgYHt|;%`4f8vFaK-eFUE7P!czv2dK2=Pj65+K5$_|GY$F4IlXa{r!1OwdV
zLu%4j4acHTO6=lepiq<VK23&5U%vaqhdF>4g-|G<(Pj5pERnpV3%oaz&e1f`POirH
zxXu`;q)Z1A&IOFT$j$X=Sn|&Y2KR2CRGGJN+>IM#;3g8o_BJxRcyP*ZO3hxcz}@j3
z32u%XeujW%Tpc8j7+R!>`&m*KC5W9zJ1#-~WFGPmVgicmtuC0g^E^AT@D3}h3d2qR
zTTTCVs|quM|A}i`&U_Rpdj32U_!=+~;R)-(g{in_U?jh@`|^NbwXg<9VFm+^3`_w%
zhM^*WVy^2+TvjeQ*BSzfY&c6X{rR9E!_$wbkW=<|iDaV(j%TLo@#7%9wUibD<xE4f
zg=QN*7p}k}IS^`OAwwZ>ab!ZL2sz_#nNV~@1ShWZ<(HhBg#S6P0AyOdfM<+ixJjvs
zqU84@ZfNgArxN=I>iB(RzusT~$guqX6pzm3j~|1f4ae^XU(u_^xCaxYjbK7BAt^+u
z2gjzb5F;WDEsDyY!ef*7`PqKLwzxP~J$C1LOc^OIDFH)pOA6bHCfpNDF5*#<K-G2A
zq9SiUC@>&el0hf<Eo5!gD7?U91e}=+3d|D>MUvmX-PiRMs-%@096x|>jar3w_!;!H
zMlhxoUP}3h1^96|SLPw<&DsxYgs$ukYFb+RAs#tLQJk7-W(_%*1S!C2{&?L&ZyOxZ
z_h_N@R@L5aFesm(jdIyYk||y6Kdtj>Z>brR7@&vB6_cInuu$MPVVW``U=pgB`P9^O
zQ_M@2kclAhS@9K^z+L6y<V1%ORm+=@(9lo#YA{Zh<L7^ea?KGOR78W11v3}X!;8Ri
zumhRXV%cMusQvahiU(l0M+f78-ix6-ZU3tFS5096?kh@jV$ZLGHO@rQ1yq;t_~=sv
zKvM#0{H?0!Lr)21;uk1I81`p0?t$9~stP&3dlf6^QnY9PI;M`~roW^Gu%KbJe!6Hl
zQ<Oy_C85TU#heC<6BQo&N55y+NBs>H;_Ju&*+l{iBb9(kmxf97Dlk63%xWrdg0(;2
zm|;ct&xsu#fuJ)XE)>z#+@=)n?by{Hyy&a!zh34KFBf7LSq~mM#Gp$HkZ~(|MZ*8I
z!v}-xmVj%Nh0=S*%sHVDBn{p>u^TK-6lJQJIuw=vkyXzbv!kT1R{1!iz#}|zMmYTs
z&>mmc!|&HSQFKZY|0Wwln7qBba!z=v-#WNGw^caTo{90Fa)dQ6a(n<>5|%OGMEYa5
z9Pl6;+uPrhpFQ*O+<#t>H80X;df4Idq|7PqqA7^|fg6yOSN|;}PoMh7WO@p9>TGN-
z4-%E-|M(%^<oJM4Ab`84nG(^_H%yBOOcBdyUPk|q40Me<D>!xkZcjE@LgA`qC1eF&
zZPS^er~i0R&OhIdnPST~x@2`IOJ)M*gEo!TY);UM|FHreu>z)@oU14_K4r`v3g25T
zAVTAXCMnYQ^ksu1D$5`aaq+uoZl*@FiWA$TSEADYcrM26mf-Pv*WDfOIJ0UE{BBy!
z=DghW&uMAE)O*UyM5(g5l$i%@<`}B|c#z2l;3oll8hg=RIGr<eA%diME;vcbC?pI!
z{wZNlx+UBJmKgC#6ln8eMaJD{pBrsFbM-%$csEAvC?9r4cFpvdv1a{DQ9gVjQUsA7
zPhlW0F5&sp-SnD!4FAIB&aw8khP@nk$dT>q{m%usXt$&~N~YV*idfj#3a?0)`savu
z=%T?~kYg1#QkWKptfPedXit+LzK3MO-=DMTI8pElh%HjK)ad1a<y7#)XZ+*pU$<KV
zOvmze6aBHWhX^~V?oA#S{zqQ0bV8cq$n-C-A}utx8dePHm=lNNH|rmdU-q-@EHE+c
z5NdjbHvC1k^@hs7AiO;3(*(r+WQ*yr0A+BqD};+}b}HAN&30o2H1YR07VEHSJC4M3
zM`Kp<tLazW8(}{Cgg#g+x2DNu|NEn$dj|+joZ(pILm&fj>a^NR|8@;zkGAG$^va+o
z#wnv<8q3{Ns+&)X^y=T;Ne>tjFfU&G@|}|^>H%X$+T%Yvu4EH`z%4iSGY(?xHMQHS
z${H{&_Fb5{Y};S&!=~M!UChl0`Lqqyn$ifa#hQP4E#`rzii05>MeplA`P{($f}T_*
zDLtlpb>w6GC>F!5^|m=&oF}ZF01>QLamNfrw!hwrtMM&hVHolBpxM_NKKOjb?qE!R
zj*N7f_+m$*@3NTVpZH-VY|obTigT5G(E0Oh!)X2pHk~QB86J5l@~o2X-BzIPC_!Kt
zlVLuneZ8ndUDKXnbkYCwYOx^ecw4JLUU8!^n!0~nMH5{{Ypk+grs)BQpXvPP3ZD7Z
z%ligcc|`ZCDBG--Q7|Vv8IVsKUIirM0Z41WXwEGcPeRdgkSY;eLSH(r@rjA!4tMeY
z(V!<D(<O3G(H&dDA&<1t9q1wwuMk<PD6|`h8za!+Xk^1E2>@><Yo!S<XMYi#s|D^4
z65$i@Q-b%%Q`~pxtbA@8*EA!IL)Wo+TN!I)*H(Anz<S6Zz~j?D(Gy2-@Cjg00;bf&
z(Q{M;eUlA%Hi7eB<mHkQUB7PqiY72m+`sh115j5&Pa67+bA1GWJZMfsLvyFeV!c5~
zc)uS#pBfoWoc|1;2=}u?*Bmny!Q27_!K7tBn@&jDx}zBC*i!TjhX;Lp=G7=c46ws_
zCKVMrH!H-=IIHZ?V;Kd?l@Bs!hcnEFL-n%G07RPBNs;68w};>*PW^ghln6+Sj?!K4
z-+zUYe(>$a$bXK=Il>2#uF@Z?#n-#n(lO)x-(vCA_&f-q9;?(s#FVq9Cv9e_!(c}V
z?j$@rvXJNbNxoqLQ3{B+9@;mcxfum28Do23jNb>kG`hufxP)$L7!nQ~VHGRueVf<2
z_N5I0xrjRc5Uv@W@7`keN#t0?Y`W(7oUN0n4^a!&!KV2T#4n_Pc`kzHloQO=kaw@X
z;g7`1C*^tgF)iOyqd<`$C%sR+?Vrfg3zjb{@n`dyaDXim3>&`!Kef%RgLaF5ql&E!
zY8GV9z0cFG@XFs&@8!UZU~CI<oA+EA2>#6=1BMH(b@14E(vMN34QG=<Kr<oSfkR^E
z;N1A>43}dLZ;lYRWQ~1|%bJ3*q3$UFqPT))t}U&>At4$~zITqlE@$ZT8pu1YRFx{)
z+ts_;HGgj_>a~*1-Kf2fU{HjLS>R<5QkF3@uZJiHVkH!>k5^v5EhcT&Ws=#P|K%N-
zoCo2Z{^mpX^YU;$B;XH-o>_vpS=X5#6%MxkkLcULgAA<&kWDsHJ}e66AYDV_6HTs!
zz429tQ02m^1MsygIG%uO@TZb`*B)5=k0?j%dv^Fi>kV>G;O~?PtxTu=+Y@=BTu!{~
zWG|;sP(<vCkV$DnZ4{2@4%3N<h?F#2O`=DWgBgK?n=>9I>7F=o!o_7A#S7kh@po$H
zf`Woz&jz$c{mM1$^KLZAYftP+;x%~S0-N=(TbJ#%#3hNW>_8~+9DUb1wdXFGe273`
zd&6ecD%`g(m_n?Vd$8EI7*EH<#KZzYc@}nLfbYi*kcqo$Ylp8Zs`P(bi$K@PLfSa!
z{&ZG8VnBx*Uq8t-i=gn4x3fc6aQPp0L}BsSea6MIrg`-dk*u);4)5q>O3*%Thf1}t
zDuV^$Ivizw;X(DvfW1-nJI+owYQVN3UXB_$yIg{yTKT4gAvf~(<W%34WNUYRYD~!Q
z|3JHyaP=^h89c%aWh_>(jsM)6r~V!@BNe7&rXGozvH7%2Bn)DU8Nl;$th4hSy^2;i
zY%ElUv-E<ZqaWbt006m%%KwWkpZ60J|A2sc=`<cBhhTO{FM7g?8laztQ9VVcA#M>v
zdkKnU^&?rAVTjvr_DIZC{AJN1Iok(xx0c4m#W9RZ!s@#LM0YK3r`>qP5O?=($U*GO
z{o)I{t=71;!_uK@4AV~7C1AUB$r8vet{q(Z@d$0m?Q02Z*SD`NaEreVgan3p$E!GJ
zB_@MOL=^AG6MN^hoLYvJ?6`B!eQI*KxNh$#u4bNnUxfXWTY~@VHPX657BJ->!Iq&^
ze<<N(j4$7LVgfI{U_G~JFqS|v+PinJF=K}+ne2ymvPpwU2hwF^X}Bwi{a5blw9Nc^
zY_fRHMKbh_I!h4bbBjj#jkeO&w?h0lJX<Zp^!#hqT+2RP#QW)yYC|D=2*Y=HOLqO0
zh^|fc!8#;Ma&l)CJqNwLb>ExL&KSoS4MDI-zzz`>Iwewq<6bPW7c*rh_S<@+S4>nO
zpZy)Y(P(?T@=8UU>xiC%7g!ryvsXzUDy6x5qW>IrIY%cuKi?g4Q2Ec>cI?PiuSDt`
zGPSDZ-qHOCz<R8QHll+@AE;8ur356eBQSSAu8&{J(<guoH7p*shDR=}cv9B1`HNe;
zAEL83&}@HhnQDlJ#rCp%G?MIePjIWZ$^vBqG(|)jF*B2M_=lq{S*q`a_x<GgW5xd{
z{gQW+fAj1gQ%tAl+tDsf?MTt-T|y^N{rK@H>U)H*4d1%5fVed=8%;?Zclp!ENHt$A
zK1{DG>AWJ$BR19{=!O}%IU(*t(bk9#=pzxDR3(5ppd3K(LB>Vb+yQ+JhR|Qf#@6dB
zU%Ytn^5rjp$%5szkVWbPfL8aBRtE?ig2KZ=x{LBTdJK69I;MVS&w>PDj?QPXmll{I
zk;~?HOwrDt?}U;RHg>QW_^=3FNT`DLu!wXxSug6%pDhj3ZqT?Mom~Nn-W2*oFoNjB
z)8~Sj@W2s6>mspW7`^fp;01^{JD}i#=S(*6N*slzyPa~yM}`o7@OXTzRTM#ew#A}t
zy+Ew5h^mW2M?MhZ4*)G5ObqWoB+rLdM-K+hX@kAp*i(F3<X!=Of={;ah{`*rbB)JK
zDE}h`61|q~_w8(MX0gP~kx@*+*c~C32)GZ3Hlyih2PIA1-GlD*Q?8IA6-RQPqr&e!
zsjLju%a#7#b9r0VFrDDG>_CEB`SrcW5+DC<)|*o-g?*_ysBQ6<W?Z&DMl7d5cX~bC
zZ3&Y4Mw>35cc)k}3A6Wnb}#za_NI?J{4@%^{VJq!glS`1ZLB|EAHa8d{C>CZx*(W|
zU4C-I&|{4F_gKc{?(S23ftM<|d7&#tkZmjB?kerFu(DLCqOBc~kwi=*4f>?r#(pGj
zgJoUno31sO@X9c=nY44F4%NeX!6M3Aj1+<Yh?ay;I5FU?7L5L{vx;Zren-j|AimOC
z&dALW6^MiuT_!?#6{vpI*|`_U4kj_;>n<NRO{}l47eT@bstPQ3iopti1I}|yt3y-8
z*Rr^@6enZ^m&sC?6CA4FU-ET-eaW{1hBwmH)kXgZ$xrCfV{B|}xTGXK2dzN&%i)+5
z*@S=#BL+NVDi)MdeSpk?V7K-t;l0#%8#5k^2XBGRS*bLxCN|>YMdV%?=mzH8q0vKh
z$hGasI9Nj6Q?s5?L|+%%j!%U<@UBY!?c!z2xVdF(g3y+F%o_GC{3-oQQR*mb^(WS7
zn<8oSpLw?9%v;4!UN-455CXG~N78ve#t(;T`VhST5%*VNmQG_#$r4jsQ?w*>F<zJU
z_NpIIkx!94SY@o_!OF|0-I<9r1gr_Zwmllp5dh#IR?%PX4tB%?T-l7=;CL{M({%3c
zYGosH+%vpiueDCFF?}4%owze)+#ltOHN#EA!?TkBNPj;xAa}_7M;}hXi^eZec(SaC
zz9n+{;r7$ZcaxQnkl<O{wg*3wfN+FRtE{$Oya&WO7)YO&SFSLC3IZ#2L#ufMOQM2D
z6{rl{xw8bO0S#a(zrk(cBi{~?AP&&YQ#&-QNgtN{`dPF&=oLc?$lsQfkGYbp{7Sob
zLq@$y!h&>6JJh1+>FD5bQve|Rov3g(ifYJLYuelM3%;y!d^uzA4F9MPIm=j9Vtm7Y
z^i%q1EYd+iAa`WOo7kgk=yib*cie4k9}dLZ4Z{YeU@$s?)&gYo>2)E1tV@~$!&CPi
zl=ij{c?UfRdTK3W4|ZJ?%(m~-=_`#!Gn0NtV@P;GYogpL&;s<ZTcfKdcEm5^7BiL#
z*ka0}aolI0IVd_EcXUf=LwQvXVl1Bf_@KAq1t0tSpx;*+Rbq<gd!XIR#k-cJ(Y|uW
z1N^ouYC2$qLUt?pX2NdMb#!I``|cX#PGSWHgM?i1iWS09BhrVaCsw=E)kFOX=e}#(
z^wc|x%I@3#UKmGuGCik)DQsQKKHu$MxcUexvRP5g^mY?$#_G+eLT>wJtzR#*vweUb
zJ#<X=-VEsQ?%O24hYufuXUUeS#eaj_w*py;KeV1a)|tB)kkm?>H>SS=zX=zTCwH;=
zG*Rf!y~R-XvIb>nu1nET#+Fv18DAg`{VgH-;wF{}&zdtWgT?RtXy_ovNU+!}LEi1d
zTEqbbe>~cCxQTtcA8+a&=F3lz)HAPImDc)J_am5g(gt~l!xSsr!AHA^ET<~goA-Se
zf<_v+GkV9x>;OuG=Yz8GNKNEd%d~<f%we#$5K5=RR%@>w#?^<9=<>BjJJF!AeXE3q
z8N^q}W7wRZemt@!F&YL6DJ68SE-s(OZ)vd1{+<=?8k|kH3LP%F<3cXQr*A-w@irjF
z>>L#A*b`uXIx(;Oxp!>ej`yal>;%5;`|(u-VYiQ3)2WvE6jh!_bj$APJFM~j4nNL7
zopkl;>XPPo+Tzb9nwl3w-=OjiU|C;_cBTCy-PJ0c)mP-w%0Eo+PmJ}Y#_(3=wTTM+
zHgZ$!LP9B^@lnrt&FPT3CeEOiXdL{b->&B4E1P(=ZhghdvlZX(Zz{3aKqheKZTvDY
z#DSx8-O@{n<@TMq1II^R$j0}H$$p&Q$)le{$tDxatVUOe9Z;PT?hg6&8!-3=unq#6
zgPRN?O`}vZ)&hJ^2?x){!;WT!MCGla;Hc9q(-_vThW46)X|Ni-ttQR;s0W31Nke`4
zRtaM*FKEPF|CYXug7m9HQ|AO%9N`NSAW2FMnS!gj76KxaKxcEpVi25glk0O7lfHs(
z21kiImQ}8qVNqAs8t<CCe5vNy%F4N4(?ZZM838fuUHZ(n&5>uJi4Z{oYCqFR%~g%?
zYZR;57<u{mcX@9llALT}>0VME1(AmoCaQ<6os2cya(pg!*f++^5~RQ*n3-+M<c0tT
zV{kl_3k1vJ&TPGZ|9%NqlKhi3t=L~c`X15syQcRSa;|SNn$7+IkcW~L@s@Z~Z?+~L
z(MLOn1S03RyI?i4`@(+N4jSFzJ-Tlok**3-P*yvCd5p26_c~Z~)bd>$9HN&6xhd=?
zbodk3XO8R*36B(#n!dEUAJg0?1VGU`rEm7w<hC;EO3g<&UPyM-V2vYgc8*G4UmpO;
z#agAn&1Q60*C7L$*`$#3_bWRa<A+ZGo&?M6iTjKokWn_G+d>SedQSj_q=ewFq@RnN
z4og=41Ruw*4KUsyq^cYGjH-hX!%(&E$qcUE`1K}UrE<R-V&Wdivi^GiPQ8vvKUoKa
z7*ur+s@5zfHI<T5ef%LyY4^!-VlHQT{4_XnxXfJ|!Pve$9^BBl`1n9*xUF@g_(|gm
z&h+K|r^WbHl0g0eypZI68GM@BJ2Md%hzwk^N8zOR$`cqWtQ>JpeGRvmgB8=6XsM((
z_J{?b0lwQXj*zla%4+r0|MB(Rfn2YD`=y+Uq+wJd6)7@GNQja$$_&X0MM=mWMJf#=
zB9vL#BPFs|igrfG3?Z{m2$Ar+?hl>Q>3e>Uf1c-ip6A=i{l4$lxL((Fy-GkKZLezC
z{*I>Mds=PmeoUPz0&}VOpEwo&`|)9J1ixOk>U6P2X(Xg2_*~t!YX)@?$pfWMbb_Yd
z;kE)Kzhiz+k6Rjupiy5hX7%$r3>uzT>!~NIb2smEjA{tUI2gLU@*dAlYhjUVFUNzq
zdCV5{OhkMmnp5G+y5f*=?0FRw5w_nK8@WZm!i|pHgbv4~F6!d};FvOIIT}=O=s$4z
zepJ4|&YIB5An%KQ%ml6sxC7@K*-}lu4K(>QDeW`J>K6PD^3VQ(Wer#dDVhtziFizl
zfe2SL;;%p2W~T}{3T{B6$YJfou+ZT~t0F?ri{97y0I3r5{P)SH6|pB<@bE*<O`GHu
z-JvTaR*T!VQ3T$cIK}wUWAcMDoCL&P47s2x{^T9l%qU(RdMN$TBbV=#`=wbLpyYqK
zTr^X(oK(x)hW?d#!qcJMo_R&6#B9POKGiUHjal4+?NN}Lj8~(@_W{F6M&(G%Msfd$
zn~)vbne-Yi7~YOLue32{3lNyY*lW9M(iwKs#~DB9Q(7JqqvQVF*>B$J;w2`&h+r!s
zm+wMab`qjTt}kWRW5JU!&AlV1V%KVFzC7?7ztT)~%tJh@F=0QFp(ZAnKd=W);=6OU
zT?vEe-l0Z05^b6Nvb>y3t>5R|=D>B4F>{uBAny<mM@nJ*`~w@3|1_r;#m~d*u5skA
zeoW`jfH;zS)$9EV;G!K<@oOPt1W)r7U4;%p^3>~*CUp^!lh734AJ!yDD{t%nQ3aL?
zaiDMdyb$nH_5`as^4YD6lOMQ^-vJ)I*?et!XmAk8?m<(e{M}bEp*L<+g7@oNxZ0QF
zg)|oXp-|nPRL>6d7R6#n;XCmap<%NJA1>`ag-#>5`TPV(qv+Xf%IOpiUf4=15`{eK
z(;wPHF#5^9^Sj_n@JLB`Ljs7nsNd~Qs6lPepO#Bd2#j^@;~DXmZ%Qo;fwZD2VqG8}
zNU4|`q(P<j1^5Q9@HwgkPZFDW64V?mW4DP*9JaP`@Goo;H$fYO9^uHasu>~J@F!L6
z9#q?~Zrxn~FRMp(Gvg7icpnn^c6cSpQ?L1`V3{wKr~mu-h=i><)tL4kWgn;Bn`68G
z<M468RWmhFBfp9$fBWLaN_f=})JP@d9?%{lZAkv6tj^uK0Wv$Jis;PjXK+r@d9=5S
zgQXko?7}5Wf}6vNnE13T0L$jQ7H(*`m{sSlF9tJ~dWP&Pz|&rsU)@VlNiyE|rQ+_z
zeTJ{jHEc=dHVs0`|6=Z72tXgt<Ivh{;ae3=Ao%QTPY7)X{)J{eSZcTk`kFNo4*it%
ze}9NR>W850oBa?=o?WlUqRmoWlPO?nkb1NsiBbjA6@e(W%$s8|*gqKk$sWTa*h+6N
zJ$DPH{{73cEztE*&W?~)pxzhc{c_mI=sl5PS_u92X}j-<=M?ftf_Az07=Kg8eQ!JZ
zk3OLS9@=+6sOVeqBhC-Ew)^%-bbmq`QWZo<C#&Z&gIXY;rR+i+XCgXhFr421>s`=L
zL);^#KZ}1C{b%56Z)!|J<FcZ3ZRo9AL}PtCijOc+n{>1l=YF5J3nPc>heoo#tM8o$
zgA~8`NWak(ah8WX?G@$K^uWl7K3F`;p8IrN{U<+Yk}EGY?CJ`{bL8t~J4<RRfl8;Q
zo9&G1WXu^nH8(f6(ApF))VA^Q@yQaSG=Qi4o^G-$Qxka({2dM%oUTpN(V$O2Hd(`N
z9}qg<1P{C-a2GXwbpG>Q?rIFiIV}LD3O^xqAnv#y(9$R=E5DoEZQL>qB;IeWbRkX-
z`WW;UkR3kWb>t0ysKZJ8znKU1V!_}z0bXE}26zowO&8IbAl4x3p&!L8m{_hM&-X#D
zJodbLQqKrItk(pmfbF55wZmtyTF$Z1MLqCPOlz5ymX;R&1ZJN-w=q@d5zU>bE{tJb
zkpj~jmeZ9t!{{kn|9*d+Di)%lZi1iuLO@Q!t-%*f0ND=|PuOc@OzgM<kzZe}4DEhj
zbY~DY?Tt=L=Huep`=&8h<h===VR!#@ectySQLleaw|^EkE!%$ij9&evyP0d&cQD=m
z#(72Y^vz2_vJLX*mQ_7sU#hgOQoa3<`liP<mzcz3ZLU_Wws2Tuv&P}p$v4C2KA2er
z-hvSNT)~6Ba|Mik6NW`kKTqZweC^Bq_;viOX{wo#df<f@$^q1oJ)ko}Eu1rlZ8jMA
zqf#lBrn?==wAUd(W%eJQ51|ru_MG{ea}`?{2{Asb1_-+`E8c$s%)092B9208Wb<{8
z6U)3^@D?Jqm)!lOrf+gFw5Y2uQ&rc{K(UjMw|1Ou*IB2B^7|vCUi=VI`t;;s6)nx&
z30d=u^z6jz$nKS2Uf5#)r~I0)&_P-3c%d8&-q)%ypJ#1Xo?kX)_fxC$i8qf#+pjww
zBxw)GT40epx5%P*;9wl(k<cK&8r^!4m!gzOhvL7$0J`q$%N*&od)cyOSxq*tf&MsQ
zd%cD>3GCSR0e;$jGdjXM>aRJdgDrxkbnrF>M+QM|Q+pIVB~;r4&!Ni0Oc3fsAvg*d
zGwcS+l2zpe3{Y|NQ;vO4?=K$Zfoa$Bu~tXm`82XiYjf>SHSW{i`@}B;l5+J*mRO%c
zomJbyY&nWfzuT>R*zqnHu!??P!R{>s!s4^G1=0fZpF8{`BF?>(6V%K04-Pi{IlX#1
z3<M<*uoPTw9RZey7xty+ZvDimlnZ#RN7mdKOz#Ch&kXx&em={^Ek%@pFT#7Ll_MzQ
zbNf=$$NUV92U?$u+EpnbqF88+RmX5X3XCBmQ~YpJc>~3N&Bpi+Jjww^jYNgr$9SAM
zX8RYX85IE2_egIiY+z~A0a;%(&3hMs#}Zcit2mZd1<Q;MFB%&on><1UA0#Ydk=wuD
z3T{rBqM!MY1Ga8ebL1&mwf%%Dwwp)4<2W`MI)o9TuJldKM101^T81kRA0@)sZhxh3
z_F=ro;|vaXy`oH8v{9o%x_;cAQ&M!hx06qasifvN%u4d{#B#5&1)K>Z-EO`)0=+OY
zZr#f%>aQn%@R6@;5xeRa@Z&QgwP5j*0ULAgAUI4VLcYSnx79M^W@bkpmKCf>=7sYf
z+H2%bn4ZU!u7>zf7;`XSorf)MBA+p6@d5@?Ar<X1PtMVty+%`=G*aNcqAGYaMc{_@
z>C(ew_q^7p&kwMt$mC)#&?yXYP${X#D@UL&xIC=_jf!z&w^zdW4F|wsFn4m~Yh2{M
z*m$sAL$u3#+}w7F&5PVTJ=ja(cb*>_{@~Pug4*t|!&;RnS0TBsL?qWKUD;cE|CEYo
zLGdKBspN*w?;^0)`o;h^R;4#PiN5^Nz`bo-)!2g5-7$Et^XuMNn5!?XS70IY3H<ou
z!8;KnHkes}TRIGZ`*7cfuPW|8G=TaMcX~F<?7O{!KGPQm-9@I>f?{ad?oRY|h+bf*
zPQkS%_mty3m`|L+SQ{q>m%0uN;o(hKkKBvYhTiOJ=&961y__Kc-z|W_L40dE^PHWi
zEe+x04|oF}YCi!w;7>|`RkJkyEfjP!QrNo%rRql*K0{K29v~4#HIPO0eX#dz1Umzs
zwvSOJf!9O?#PFUe0IZFzqkXCDLWJ&)pYwXS$y0EdAhGMp?63WM>_T3@KajG^_Onkh
zv#pH{out^Cai~eLK7fDHp+jj$>jrM_SmY_Mot$#WnLgu3RoDa_0f#|})J@s_1UctB
zSxocu3h&H4#&5ZQ|NcG>%egoM6Is4Ba!wkP=<Go)OX}XIci@#^2V1gcf1NrHsrnEw
zQpD~Sv!vbCd1AsO+MXE7BPCS;ur~Mk5zHem)6#GJ70C4Q3f<npiGdo(WFEtbYmrLH
z`l7S<Gfz~mzc!LTSjL7EdaNFh7A2q370~d8MFTey;X+}0A-AxwElL%PzqD4@6u3I(
zXnKC~2ssP))<-<k_b}Tl`%Idjv!~<_9*h9)3V$Dcw2QB&8zIbn{jO5{bfzw*2aFzJ
zLEz91?%gJ8wl(s0>UH)Pu<(4t68xailDJi!R#(Jc!zmHKUhvo7>`5MhdJ<iEWc)r%
z<{)D=$;`x1x@%(1*4IuPi6<h+C#gHIMP&2UelDZgpu>fr^D!Om4d|Blz_`%Xw+|W^
z#x95t2CjrfM<j=Yp#J@q9TbyM5{{NYz)`lCbu!K+8f82$oE!?ZS5ZX^Rvz<d?k<L&
z7K0UHYuDz6OPPWEfsY9)MF?txSl7ccPiCvD7pQbw*Otr#JYrc#etrvhJ7C6@wiz@6
zoix6<xHvEU%9GHK-ne~x^LN~qEv+UX456#`Dif&0+c@3b)`{rR?)CojebqCgoP8f|
z0!?|%y8}G;??uz+@c)cCaszbm?S__BF)wj<2=oi<6~1Ykg!k-H2P`y13@*m5QPo-r
zfHQqZSyNM!D<x;YnzOdv899{jzV(Oi?xD5cs_xiqAL5h8zJx85S#qC|bY#+QR7!cB
z!MevD?|Hm{!-<oJ2Tx)LFsSnp!*LsF$Au-(3^rzeZ=4$o_PrH%(_O4%=UpF!J`_jA
zqo;{}AHc!J0^X+}`_k!LtgL~#**REy^1gb3Wyi*y(L(KJ$-vDv-xqo@PY~UKLd?$T
z^&2;ShEpVeNA1m^pb<C*H-Y<5c9VXp3uCQEL%g3n>ILAA+`^o99FacD>Ez5sdbj2U
z#$u-}_M6h@?FG}tz<tub=P^MS%>n$CHhBGfbO+w3!abe(dqy<cp%`_8kjV43u+}L6
zhFfZvva*`xPbyl3c99G9Mv)rkXl6gEJPHBHb~t%pVh66l^?{p9VnIX%-adgLdQ@Ow
zwCl~x1_YESgdg179{&4U_Z!m7cOjN8YnIKZ!3+ov0jo^<t0q>lvAKdAh~Q`NeW{1_
zzpf1nwbU3|`Kt<_5shu4NU>J-FROKichV+@(vr18n)0~Pny51%ffq7<b`|4r2aFDh
zlPyBp$Sb}F#4{7*S&SVAu=n@m&+-m~5B^w$OD-8_s|j)tP{WX22FzIZ>k4x=wuTdF
z$(Avn`ghk_wG}|5$-=jIJ`IM6!VSh5llaZ=3gB}PcRuinhVfSLPD~#>Lf(!&XU*wx
za0C+$vi_z1BV985kW04~l6^j2n;~&0Or|%t(*fOL@5@FhsmV|Dou5Cib{)g<<$)gu
zX&8ZW*RS7G8;eh2p2pbrPcSnB$Ad-JC>=uKFoq%9>bVW!_C4gCJJ{?oSNCsu1XbNk
zX70js!S>t|VQXOfz2-2H+V1AYntB?g3UAU65UA+$?LeNwOUDa}zjyxiIm}SCuIsLX
zppQY$rIkCXn(Nw4x1-0mT!BHGVv3MSJq4?arby)Sh9dd^Xjbzr>zTFnZlI7F?6r7j
zEGewdzQZ563xU&WyKW6Pv>10c(N>}4k}`d>lCSdi?lMX3$z=t(@%w;mBOJ$6O9RyO
zE={=le2CE2!*o;*(yf<x`K#|*j?2fm1N;Hlo-D<-56Ro~i5R~UnVOWI1RP%yUPR^Y
z#jgP|$>X1LNpB%Ooo;gOia`0S*<6LT#0~E&_X>T7-@noqH#I(%&(>&j1gTQBOP@a4
zE-O_I-PQ!73S(_ORH}8%-}cJMJ%+dkbFVUKdz^lW;SZ!%aC6qc3>?$<($yD;R;qTs
z#+%4GVX(WXW#bWC6=Zyj_I;4Hp{y{+>qi<`BW!vAb<2Z1%1-a;F>a;^;Z<cAOmTg7
zVH)rBV@044Ly-@*(-xga$B_QPLcyTA84-A+N@NrMDD_xHg?znri93|MMs($&Mui$D
z&iXV)LuBL9;74xj9^!mGJ@s{(ZtXDke(|0gTfzhXiGH`ZulHzyTx4z|?uEM3(flTX
z`G{xmM3GD1-vtkFE^+Z3G=8;NI_;f0%}>rr<K7j|BvCU2Kbz^#l~&2+9{Zd3Y{0jY
z5a$uu{6e}OSZjS*LCcZ^lTM}|U6HQJ_Rc^;@vmUzdw@I$7_>@ho54kI@Sl3`Az$uO
zx*wl<>oE$#TenuG?R#udUv-&IY9K(xJYa9{kf0^B_3(M%<JE2M4i{}K1?B8;f9m8H
zEBACa`<d9bWX;vm2gx986=L2Q%lsDxiw2wlQ_HclNA*a|z4(25_LKkz<4aSHX4L9!
z^BX!qVB*^;)XJ5PSQp`k^kh%IKwN)fl8r%w!>QE+1CJh#EMENOG1s~|5wfujy9?^G
zujM|!Uok@{GSQWu=TQu75$(er*QVmwe?_b1GtmkT?&Qy(GcX&i1f*Ec;Chy5{D3tX
zYhE|1&W#R8NeOs&<uF9Tkd0-58}x~oL2D+c?sgh;MlXFd?G{a<MAsJ^v?jM9M~5(^
zBqRfeMvVGU?!S_Q<l5I=)t>EJ$LG(Yz(W-~FQaBZ2jV2H!FC>=E_Cv1aYgm?!c&x3
z<xA@?rnKxK3Hnkpis$dJ)7rvv^vySDp}Vh3P&NtaK5@#rvF#Y^*1W{kjryERmlob7
zK^4ZiXLJ#=8j({?!Y~E17@Ix@@?%N#1V{&1Sk0q%+Fxw|iW~k>XY}$IH$FamZP4v_
znvYOj#j}Bxo|8^VpW*!KY0W3lR$kLp9Bp|QJyF|z{k%+mP8DDqp4#C%-Cj`ZFo8)2
znF#2UjyO>cf`$~i-q*1i9ho<?I0z-o+@4ACC|}TUYMm)9xwY-M*WnPD=J;+*7AT+1
zm)(uq+pie&<O?|+&7?n!S%2M?Z>Zs<+^6zyuC5EGbu!J}d72a4QK<O0>#9d$&W~ZK
zeW(5>eAO~Vrqo*aIjz#67dPaMT#choo0@Fk_AyiS<B+<f#H*E32e73hxPwGo(ZDcL
z1gm@emK2-##KasCZ)vAYv*|z@sUDMx-U&V@ObM<{PWpIxg~EA~Qu#V0C`bg$$tEUF
z0yT9$awL@U*PJ4ZLdd<5A?l84|43?uo&0Bo-IH@wYij8fdhDfn-E3C*Mx%%=H3)RI
zsC+w?NY9j|T1!~B*?s+}Z>brQ&LfhDYXdgUR^3L>gp`7Kk5BfJ9g1GHou}|`uca4_
z^G)kTlrbOe1+jr_-?@3-hbD1{t3N^v2ofv_aL50QK}WFeOKiKovUt^UHny;@%peRH
zJso#aHYtxg^61!0)X$y`+yEhv-b^gcja%MD?hPL3_VGTlxzWi`A6o(jY6Q(JR<rn(
z>gL)dK64RBd~30Fs;NQ%rTS=l;%ct&5r?f&4|c_~+tU}wAEdLw0Ip<mZc}OFOq7X5
zlo1AmnRX32P$!8#cwaoMyV3~ugqB)4gdm794uhUxBL2YLOwQJ7TO~oZGnQH=Fm(NN
znn`Jg&JLXNQB!+t>U=aaEGQ_*9`;(^&DlVUU-4dit8?BgF8Tdm@H&u4AL&>$pQcRZ
z2a@LpTtcA4o~J~ig-hmB`JoXFeg<NqhFVhES~A_teh6EmgoIbfzcdzcaCf`fA0zbp
z%{YZ?QIh^47w8o{`1>dx2S9Z}Srl3p{AyBo6Hhm6pUd3vkT*$4=sGf<H=O<QGhh)@
z>_*xf5gkO2LGDN^H&t$|s^=nL4D{pKXIs!MffGCvAP~hK12n0R0FEUwMk*>Oqy<c@
zU}i?{S{KWlv}8<Z)QoTcE4HU!fzOq$Mr($p2wbB4HxYEFDUL<yhfl-xfz*y^K0uP|
zjAizD90~`J#P5S^w1`O~<AhpI+Y;v`@NcP*Wz^r*32t*jx0iC9i-s>8^I---zbYm0
zpIX&f7jHJ=Qh6VEngv0=v8alxzMWrOHfq_qsR&G~wGs{oTr`nu7PW1qn;1OAuoIiB
zf~qfaYDK-jp6h84v(Xbg=AUKBf8T*kHelJItn|3N9dU0=X@L=Rvox`*(Inly7YXJq
z+xtXNBpKl+ir*mN({h?!Kx@+kHXq!%aHv=bkmz!S>DCWwY>yY1=IOu;l{xQB**@N^
z<)UWkq=pgkN5?F%etn6BlrzbWa-N=9s5)dgIrTCJ-4aqob5wl6)z~a0ApjGr>`Yva
zWWF~h)GseU{qkpjeLUa++0~%8tzu{AmvoKI#vg2#wR>ZYd#vUixDN?VW;S9)QFK<+
zWw?N-JF@-p*>9q;z-Qn2$7gSH68MCg)3eJK9ir!h2{7(h#=c^}56}$$A?KDqXDh=C
zC!(}AOCOB?PCECx*-NfpZ(R4#NL@K0Y^QxvsWE8@`i?W5ASGp=MRh_Y`q5aXbab7l
zO?6Uu7BibMK60a%wGap5ChNi-QU}2?+AD#=ZjhM|8CHAToRYe}l?|jPzO)h_&2(&J
zZ#xqq<tmE&ls$wZW}#uO47k#OvYBTKPh;5?s3^!=-;QmY-Ws7b-vgiGD?7}7<(IBA
zU)h(ubd1qFEXfQ5J?arU3g#3tPl&xju(^E>3<7C$W4bp)cstL$>khYp#vI$O@bEQq
zv2+8)7Gi{uj+I?BVySSsgtJ7Ye&NBoa82848F-;COE2xHoTzq!W6~u)F}T99deH@r
zRj-7imO)yckQP(&`5xq}+n<g^SUxITLv3L7FZ@<J_(H^J7`>07Es?JhH6QF<uagM`
zrL!DWT$iumPpla}fvV3wD_#EBu?~bMd$D<AYiFwi8{CkwD_~p#2+UddM_()!>0Jk1
zO53<3HkGyYp*^4Ghjc%|U3}ZNA#Bx452{<Zm25`5c5PYT<w}Lv$D8TK;6Lny5}vzO
z-1yl-zLB~Cj{!_tyjb|nV_yJF_yW23awV*mA^!3~0VUM-IZFr)iBYBxK6t&uoc0B4
z&sw7wYk`!U80kuB+pV@wR4Ci!04ou(>wP(0ksA62aQVjfD1F6;3Kg=I;efh|H=nlB
z@jE50CbY)1ix<8<{BdE8eKmi^29eE@>Vd6h2Ct~u-SVe{%(8aPe1s^P=37{|of?XT
zK&%VrzhMdY_vif1-q_~D#$~OG-4F@6LX7zxfuUSCo-w+es!6gR?bngB_Zlp=5R_~`
zSp}pn%~cFrN1Hnvue{X}>012Esc#e9wCas707r_MjAv_maAh%^1T+o>rNozksL8D9
zbWO16=Qi|JDK8L_>NR2-@eS(UL{iJbp<mcMd9jtze!F-jtvV5_Z@w=KVzD0Tc!?6c
zm(n?n<?Awz(p=f?*Cp)4hTMI8k4${`ks<EC<R=F);OEm!>Yu1bwHv@c%%^&OEcNPp
zCr1o{F7eoMF5Q8>s6ojftBJR`=gibJ!6N(8A*x+p>km<T?1J><g=2)rPn>*eZ-<37
z0xW6^z{7LEdixx1{ZG(%fM$Sv%$HjUjIQXD7hg(su%H}yv`;0FAF-sSejCU>d})7O
zir*x15(xY1X^svkOIT9RB7%-GolJSG$|mmtVoUrzF4658fPdX2H7|mwVSIdB`j4R<
zT?x87Fy?Q=K}97S6#Rf8V3O-PMHpC|epbjX<hF6LWEG$v?mpi^lm{#)<Z$AsjX7iI
zY{j6JX;UMc*?p!e)UNZDdvICR&Y8^?`j2*vp_WXU)aj)i!Z*!_I?bT}Bi5W9ar}~L
zY^(KFd>*Ra)Oy7s*s`d}Da5U0lxR~O<4eunqxQ+~W_%f@-YNGoRiAx4!ay7oBkXe_
zLp}et{{ZP9doU`Xeh+p0#XpDxVnQL|*>xZ6r<b|9#z8@TVKKN=K@_*c_UMOYIPc`$
zC?b2UDZz83XSKeZ<j-@j3#XQ0Px0rFKk#p$Q{P-2MX@JO`iS8=m~0c5Wq~O%1V>VN
zyk2=b8@LkOBE3iUp3J;3eBKWuL9nEi<q{!BMOnE_;6RUfAR5F+L$2+B&s0~-rP=qv
zi(#FfK_L?v+b~!GpE9LSz|Qq&G^(7;i3%k0ecTPgvuer^XkCpuT|iM#&2g)mfi9?7
z{q(YyljOd;v??`GZsPH3oI80LlfN3j6YphFmN8d%LbsEJee_d6dU_99-M}?(yn0Te
zbrX8ZDX^7Nvi9_M>9psVOjc=K^^{umAjIW$=Iy$c`Rve5oYdrSddUMAe)HO&*zbl6
z%a>F^$M|M+&o&l0VC}RNeG7{e#%Y=xZ*?|zEsjC*HRW5Bi)Qdp^@cm(!5Pa6ksUa4
z3bj$I(apbn`&Ls;cN1<cE8hr`S7y5McS1+FJ&Aa@s~o}N@7alU1pb0_Do2<bpz_M&
z)*_U4M^<;{h4aA`w99%HfU>uj^2uuWYm1?y()p;_4>eOYWyDa^=ixuoXHe*NaPHe~
z>+P+&%?l!uXs8x&5P*6_3Xw6zs5l4~?9~zU!#et!HuH8NJO)KX+)r&luh7;&_)@74
zH*3T#WYq$s3t!r#Wd3e6oXOy;THgrKa0D<Z=7W0h7XMKs*X8sw9x?G7Pri{^45j}e
zG-NWJ5MVu;7P2-ey*A>Exhik3kt`n<M|8!7_#`8c;!ED&s&QP@wZ@*FhjS)|%5uC`
zqR!kn<PY)=Db+oLz#wJV2$&bmhl1Xu<eP2=`YX#C#9j&MIs<zc2|k^kN6A%codT%J
zd;ir;d&Jdwu?3Hjm$!U9`FQ3ng#~p5VM0b1C=DV<ZM9yln+I>b!1`?$e6l3EI(Dxt
z&x7k=n#ZP{;_p9cv;%w0nC^N$JUooX-NSq>vS^r+J(1{!^(Y>s8#?Xq3*WsafAB(|
z-IoSUr>dl-3+Dp|iOJ*pgwDV|Yd{@qjVha&m0-tsKhLvB4JQb~Z?pc~U&S(LHLYt`
zQ+sI};(<ec{_dp}4<3Qq2Q-wR+h-96Cthd1#fXWoA{cQnnNPvE_&J7kwzjr4L944F
znn)W;%^y;<*Tjug$tIL)P3^i;{B^hn4=r6=Cbh$8lI&Eon2WKg|KT}wTw)@LKmo9W
z)nz{+@p!yKN0I6J-IAXc;;P+uT0!KJS9+Yg!$>x7rJve~CmJ=x8lvswo8G)jvM6I@
zF&Dv9Z-80lGdJyx&|_>?@PP($V-d>;p~0PEIYOt`5i9XRwO3`)2{fee$IHRnW|7OX
ziww^WdR8S#&Hy2`(qpHA(~hpmQk4{Hq?hH~Ezu27&91*d!wYZh%HkM!teL)ExEi3(
zuyM*tLeG}*O1Spp(NOgXTp&}^xZwag(xlMP@^EvXOsuu1mZxHXY_5<Ji`qtz!2rbu
zV+?%eHihJ?r7bm;r!b1iop4OV9Hx)rm5ngoO)=a>$kTaS=gg+Lmn6-}x>7OW>%SPY
z2KZkR6&9BACn_MY<qo~#^Ndex1Ll#HV;Z(7{H;Mp$i?dFATGXE6G-)Xz4GfwUA%1B
zI;{?X5r=MO;GEkEF;&%;Q@9JO%14+al++l!(Z1sFm$=a+zFM`#T;LBk$cNf0k_fN^
z9aN1(IDQDA&SaIssxR`jF-vgi!dv`1u=EubPp)}p)C$oINd!iEl^O^hwValu{}AZ%
zkG5=EI#Y9=EqUs!01i%lnQ)>4V)4VOE3lYK*Y@%Cm2&%;ox)~R3K{AAouh~e-2zR!
z2wzLa8}M>;2JdW*Qp!j;M5v0A6GZ#S_ZlXoEI2T<ew5p{4=BH;<G9O1alXz=9^u&a
z3f7wGYazIVoSdfVTTZ4go__0LY>_tXaw%#xobbe9`#tPJcM>!+8WC+cT5CU{;B=1)
z^B|y&^O8XWc@<O$OP{QWkTj{mK=m4>>?$68pWS!CwUo&_Rv297hK2ZHUZCx0@(Y#<
zK!hB-B1`2b*ev|xeWl7DB-BTcTenDFVE}OQ_SLIL>829^2lsLg0tMLDyeL_nW*3Ls
zn2}s(XEJ&xV|zF3(ctaH0+@`$QUJssPw(B_u47BuYUZ<BXI>fPPR*wD)<X(Dkz61~
z)vX=<+Va44yL17R4m73kUo`ysq}AB(8e-;&lzLO;x{4tnM*@<X&wW;H5cSYGH*Qm+
zmSw#}J+MUBKu&#*bD7^-!Te85gJ%uYQF~<$9xx9G(zu46bc=N<S~G?GWm>Rnr(4r5
zjc45K*|@*II2nJp&A%eyvB8Ti9UaHyJQdnJ>J9FYBkKPsg_Ua9Cv_PQjA!vNl<uad
z7WRHD$ZJxJ>2AtNud~L4d40jkwD^7Kw$b#(vT8V$nE6LayBnC)TkbYj_aL%O7XSU6
zXLUA59mCE9YSBQ3!r4k_%RJ3ec4Ev>{`PH6GutviEw#=0KjB*Dn(MkD0f;sESm+)4
zEEf}b3w~s_sRxFW)x){&S<51;VB6d_lDe>7q2bSR#Lc`4<6lFB#<oRkGQg;Aq^p(h
z&$|z15ns}Cm*V|UP+Cke|G=owJBWb)N`hr8T`~K8*1L*C5EnWy$uQtEHx}s{G;6vz
zI?@Q|>2&QDq=S^?XrUO~J8ItV<9Jn$LWy5>8ZFOoFh9%au_lRv<BbO<F0(u{VOl-@
zGtoSy5YN%;;888Z!f@+q{%~*+i<RNQ!DMizYMe`OGbufsHi{&InpJYpsqcQ){M7CQ
zE3$X-Xr^0xZC`4`uCm6$VtzOHmEY9roSmu;J+T6ez@*9Ty};DfiP(qM6)1tQ@!~~=
zexazvJ4JCLP7J`rbY&}0BzI`7FI5sO;1Uf--=!qDuXXA#nz>)P`k}|5KXz_4_-G3X
zg7UD#g7%S(>YP@V$bT0dA^Ut+FDgGA3p&c3JhAn_WAEhIjziZRK>4_kNW>|hJ2&jy
zxsyOOR;`Y+;S}VKmoE`FdCoe{VO=MoKu~h>^DBETQ8|dS)5pc~G_z6#@_AbMV`V3H
zR4?yVfdThDmo0ytCBuu+sQF=$ksK>lY*76|_RtjELSOIwI2CbYwI3s>=`vt&l=3nT
z&3q}$Vbir8s|O#tadL~CB#-|2U^;s4MNIBBn%XC)qnX>E9J^_hIYjOjf1_!GSOzCb
zjTc=inp#nI$~$^l-jN=c=Ss}Rao)c_&t~kN$X<lO*otgp0F=+zj4Gk}Jdrttrl=dA
z2(gzryA-X9=8>QU215!51LVgpwgA)Ee|rBoYI??}bw;U$Kg`n_ze5+%D`3bYY8D$V
z<gaU)Q)<C*8P^AkDPP^+OV{=^1q`D{j~;cfv|pOwi^B+vMye^xDvDB~f4(|~26ugW
z!1`acMIP3D)8q3H6=ie5vO!$vK8oHHVe{f^rL57r(|`e)ebxduqJYN_!BoSsoo|e;
zUg5}}gex2KD$t-Hth^L&8HqGqeAzsrmE`2^a#q8$cM~}H<`NZ6jr~S-%;V<MDJv=l
z7`(&~s5BSDnmIkCw~P-Y0gg)h<UJ-r**)<Co~uRm$z(5HZH?N>T8%&qDifsaH_5l|
zFno$BXmZ{_loS{*rhI-rKEpNd;?Bv^ql5N6J9X&zh(g!LXw|#8ndc)i;x~>9{qsT4
zxn?f{)+y>L9?yQ^m<1Ef!S}Zgn-|G&9?g_aa^LrD2HINWJ|F?KT#j3z!=s+#@&Mxr
zpaM~ph7l86t^E@+Sg80Q`x9Nd2-BHS9c!^B>x;!#7n8KAdu?=r??68xw>u!u(W1^o
zXdPfvG5uE{yBbvFt$i9bLvG^+V^p`f5+Ow(u=i4YuL3IWrRd3{=%{Jt7-RpZC$>Qx
zYn465Q%@EolAm8Kv9LxU8q|sB(o<?qRR$?YIEqU4H%TbFBL~D<?U3JqxYcYzyq83`
z9i5y<C|sSm3Ic!}(jUUIWROBO6s$}KJhINZNylHhog?Ex3udUd3Vs|EYv$_f-L%*{
zQ2}c!A%Lurx;hO*h3&f71JaKk%AR#99bb0Q@HA{wEA_L_WmuiqjZ)!8c~nx$uAU}W
zCf-As5k3qotLAE%t?0^QHbRo&ZQlwk9a0ce!LE#Shtge%gqvm0Y8izWkUmKkMBEJS
zm<e6WCtAfeZ&px~vH|3L<q_7-q?Ip)5ARq1^4t;hy7(v%7}BTH&L_j0<*)tw&_lAa
zRb$&`r`Em6DLP?;dGlAFu*l4%cZA0bF{k_a(&S%7oB%<EG@Npi;5#AM{AF1sYTxFF
z*HHrxq<cg#t8I>;f4QzGn&$WBRvCr%S?_+X#y{V~5%Vha`3(es>T$USxf1k`d(;w_
zaE)GJ1KVEXkYAm+6%G_rsY8d<jTTN%zD8c*4qo?DA`KFX;KP@hVN=S&c46jQfZ0UP
z^pF@p(B6^3L?5mR_I|DIBv-2z*-qW#g|S!b-s2`p)iWPJdT^zurJGyQqaTN?zp5pu
z0!ArTK7#!bks(a*VmU1dR4DvJ5qzILUK7eQ#rNR}q)3`*c?AXX4ShbCq))E96)gk)
z1eefS#Fi$Tu^c3gLc|#J+LV(HCw60eTdiNX;h}hP^f^vrvuIciu1734US&gOiAPm0
zlY+pKyW#7Dhxpa#w+{dis?yJ<_YXaUmZa4TA07_oXNF`m{eQJB_$qpP$Ff3Cla2tN
zz^GH~{UHe$O;AQ}je^kBYpE;m{^Na=-G4+SA_;{G^`7fG7swN-FXR_R20<AvfrW59
zL3&;unGoWA_3B}iicLG&1z?DNM~wh=_gv;H_hVQ=vf@1#IxP3r<y`XgXn)4?*JSg^
zd~=~U5fa+Qt5}F{=+T8!KCTsoZXsKA)~m{ZwR4R5JdKXRK_Ehblp%MR*;y@G{6vjM
zLG(mLvBhNJ4_me`Yz-=S7GY83Sup?eEZ!z6bZ~dB1A!`1;b0O5dWRPfJ2vYaV8|~E
zma(wI@Zl(vRsP^*O34>lp(}LwBpn{(OD}8hH#=aO-cHwBmljQFh`8`phyBaEp8E9o
zdYZ-H@B|*dXji6Ujx4ugWys*g$R@>%7DFRr_voy%<2KEndFVrE(Yh2ev$IP<Yw12c
z(UPlucm8i(jR5g#ZR<%o0<n*M*7FQFV>X|r?}A%jb@RIS0RaJaS^P0*YI-dhf6mHK
z2(wKbTR{iXG3~@|PPOm6!@K^-;Al$$J3wd!cep6bgz3x6g(6*gH}}cqz6SG|cC`o^
ze7TYA@6RGJlB2V;Az=Kem7r6~FkA*upt$Af`uGT`?qdxfzCz3}pH4^;b{LP$Wt_l}
z!hWPOVQt6pBBYC3#hccMTml|jVKGT|x#~YAvFTq=gHdbdX=KK3yb)rzNIlS^{dRQ>
z6h&V4GFt?`VV-GYbxF>cCl^kRx{ht5>u$-?f}S>1e0Jf}!01L)4R&@J^=DRLj&7O4
z-rOlc8<xJaVZr**1v#WweYW~g0={T*_F}S!=I~`ChkkT5Ox+)$NVH?6(8O$HMkP1q
zA2Jkh;rB;CmJXM^*L+L>Q%gU>8h_uMX$>$eK2J7|3g0yD$?b^?`>%(v!dby#7X0}|
z%2@9}wW}#(X;`5mxfM)F0HUzzCMzB=^vp+_X<}@Asq2{0Fgi!aQzHxK)0n!7ST^mD
zE5&EvNV5kUbICQ4CeWK`L{^^CFlML~|I)wv%KJPwC>#`_dA2U{8teDh^u44JNRZIH
z(H1b<)9Tml`0{|BEFtn>Gs^exL+96EDDUL6M^IW?Q|BCS_V)#R38>SL^027~zEFAv
zxRA6VRrs}^?NkMyE&YSnwQDzAS!1vqNkqaQ;}B9d&9}vWDPS+hEk+|JD?1<!;9+i+
zNZ`zQGHChybISFP9t)=}1HMVKeyP15R#!o2lWB{;D_5feq_?v|*ZEHpI9uvUZCw9u
z<ppdSPiHMs(XK%O9G52*hdRX2v9ZJ%kiNa+iwuBI-3UU;6ZEuWzX8_N<Sf>~T|Y~a
z`8zqAy_3s7i~&=6db)j<mLExMU(_9oZ@Q}Vj}snQrVXk?Hm+J#$frD3lcCBrk;BM_
z3)qz>elWYOpHD*=-HIvm$CoP|#Qw4>{V^+ud3Iq#QU9iJhpTT%TTLki^qZPzJ#nI?
z0*5Qnvg_Z68%sirCzhR^&L8|D0~QyiE`ma5+b0jU+JN3vWp&9O+!rAUfA~cG@A+b;
zDJF664yyUij*f1DmfdyXHI)+nXt~P!Yc7H*$d&w;9R9D|qT6$d<XS&oBTIc2*;xVa
z|LvShlK(j8Dx}x89`ku0CWjg^DZQU()|Nm1IV@M=7#YSRv~XFiVVJA^8<I?t?azz(
zT>7&wr5IdsT=ct6?Rw9=f%Njh1KiQ@@tNwm8WgECGc^9D7)xQ6`iKtnrwp07m+>ZL
zv>4QPQ15P`8#Mk~tc!+LW=SA@8cStgDvn#dV#PNMZ~6p&is7~K2;~uT^}K<WI;_Ab
z-lVRsZpUi5wt#K5pIWnLyV=xPWLTz}_K#~*?og{ujF@kPko0EJK5DgK{e}&VX#RqO
zH;SH3lU+o_<<-t0$DMNE1U)!JA|m|2L|1CaY|ZI>bl0V}w8}}cxf??E`emz7PQzd(
zHSesM5h|RoGT^tEjP}a8T?=rW;%OxFT3O+Ie23+)t-tP_q~v{_p9{yB@}8N(vjX-p
z-}cKyqN;9_i@%!n?T-)xs!YlIn!l(m^g3I7#~AVnV55Xj5L*19Fca1q8I;lDud~Mu
z7HU8sUYf%9uc9RyDL-#K-r2$3Lo7GR&oAWaOV@gXdmvaTdtZ5YJ9^12o3GcTjH4LI
zf()&>AVx87;@r9O2T-L)=Kduo%@}uvkB+z^ZGv9vp&J|z+~KTR>UCGK8t;R*gmxb_
zM;1Kj*j99AxLeIbjj)Mx>9hPkGWb4Epp*;>yOW#l)jL=wG3OZJCj|~ya}5O$dJ+NV
zNrKUM2R}EX<6}@-EsZ?MVf{hh@nxvIs1RiYlUjJ(kX;cV=0fHTXyYwR(ohSh)2##i
z^@Z`t8e~WXz`R$4Bt>(vA0?DsxdLQyyAJ|u!)%v<1Y9uhHn6DrWVY0t&#QH46E>Xn
z`3OZlS8&_MYcQACSRsX4ll1PUq)8aK7x<3xk7uBcjSYAP7op#3X5VIpYn<!K@(!k`
zB-+4?tPjx!l~QiwyrSQp!g+Vep94=z`t)gs0>a7uYVz}|AqY_qv@95@1+LUXNic2D
z&=&aoafR!yp98Y#L2SsooXO`QFIdE+iovT6?Tb$&+PquTmj%?8Cad2Viw=PSNaMvc
zl?()i;Y&~}9s}_&<B^~g3wa?)lSu9&ww)t7m;U+m*g)c|UR1PVALnvHHheyUD-N&V
z7#)K7vI&P`r<FYddP~wORLW0$NR6OK`1=9<#^8!L(t#0(7Csqt@Uv(0Wl}EN&$nel
zLcAs^w6<iRsvE56V-8z(yN^9xi;(po@9Y_icSbvGb9>oefIR)ipt&Mei516g3%04p
z-Br*ZtRsQ`P}*Msp@)csP}El5Jiz^r<jRH7x>Ih$QGy9c9D4^TED1gb!gr`SUU`GD
zitp8{709+|^6bSH6(Z=6!<}IiSu2|_cUB;+KKW;VUwYUy;~S9@%Km%RvT*<0fae7~
zqbY_(A1yjB<ClBMdk2gS8rmHL(I-jiVy%3*2$erf9GJ3Cg>2G@dqXdn4+FZ*S&~t<
zU*lZTkN`v3<*=WElJspE8yf-!*5Xv4fEl(tA-T_<_4@Q+n?_Jgd;*76{yZ5LR9F&F
zBdixxKvkDH=xknv&d$>;bOCXe_|867k3Nlc%VD7t6?agtq0Lis)OM2-+7H@Qz>9g`
z)-5jgp`g}5ohK~8A`4n6P!9VLt0iH!ZQ|s#<zWT%7N?EINQZV4Gb<~PP;Pvri=r_D
zB_aWc((-Nq_DC>5SHC1GxKXDp|4g55kTw$;mB!<I->w)8%WqIJJ%vd}#lEepXnOJi
zCDL=n+O=Q3q@SE8)O&KWGqa~~$hiyx-v7~D4Pq3B6af{xZL_Z(9ZyVZ#~DN!lo>(w
zuNcU72Td8wP-*F4HghS3=Gd8r`io1t{6{1JG<f6%3!3b82ZtMMG~NPvcbl(qq5Jy<
zjUnK$XN~lOp5_+&)p?F5?SGxL;rN%C>%9Qi8>GAQ5nIUh=0Y3ZI3_7_66~)M;kWZZ
zU&qLZ5R^#my<8-j=J)6!oQs+=lwH089Nas3qb0_+qi^hLB>aIizwWQ`&hBE+Xw74M
zYT_rgG3_s0VD-RiD%}!2vpcnC{s#n=hs)!o_+$nLEM3Tx{Y;t?$MO>A-o$u2#~0xM
zEBh!qb3sS4`}6KrgptD}0wi+4e@|gCfxuBfzGUxMxqD4O?(z-<3$i{aJ&5&&i!rg8
zn@@KObL8Jn5_@&ka@@66%y?JhEz1kmST*G(eqJ_lnt+-D_L0;ZOzw?+%iM|XX4ECU
z0&9wf8fR`TBW^7*jFDIrPeKKbm3nJI<0QAXE(%mzFX;BlekNiZNU3D?IeHx!7T1jh
zpJi8mT-gkQyp;pfZb<ed?R#%hhMpSP7Tywz>r=^H0DD?su3|nMQb)ArDgq2Sc+{?p
z{l?*ot~|Vn3ca{WbqAEp1ET)ShER@^Y?zpsNMZt*=l0*XgyV94CI1l-kNig%Xf-wI
zH6Oh2;9s}YjwJn#W3!#pFIrhsSm;fE{{gZz)N#7w^@|rfKxM&tDl|sKWh)@y5tN>2
zj1h%gwbsq2nVTNLCDLO9hfz~L!Sy50BH`7Ap5JZKWj01@etYu+wOdlLFCW1@VXf&5
zN(r;bga@*vB=Vc;*2hhsfP_|^TX4X7<Z_wGA;-2c21BWt6j>}Whm5Ko2BO|}R!|3<
znJp@QBer22af)-6!6UXf^*D`B;PAuNhEoq}q)x0@_<0j5+~w4=#G`UmRw3wHru&x-
ze-5+i6_Dl<?RxEeH21F_c6qeF2*pBYKJ7(t(2Q4R_o#$w=O8sWK!Xgc^`pXJ8mR9v
zd;Kjcka?4eHXCfo4<YUnO(Wufu<NJ=!UB(&m>8fs$HqNa%>KT4-S0pc$RSfC%ZLA2
zYqMzt0#?S2sD|XZ*D{hD-q`@<ZbSQyq>WZl3z{|XLOia{?UO&4+k_R1v^zHsK8r-g
zreiv4G4hDczZ50Ot4~)(TwBh4-<%{aDmsewWsXO8UHF#csPQ%(OmbS=S0Z@m@e@lr
zo(9eqg6dPwGligs;~b*vILf0zN^S)LwVaI%g^4O>+wISDAxn9D_a*ujKqo(+uARE$
znjN?7jT*|unT~QEb;D)-y7}Uxf{JzFvV+BT3{?_K)6yq^=W-{{iG}#h)T5FxJpOgK
zjih<XT{(+-kioGxyzrHf<2d1pg2N>X>g;fVF(2un_@9J<cWxt#I+a)TFL-y(^h4NL
z<a1^HN$O9nj=}sMUhF#vTHm-A;>NR2F3`er#vHanz!>bm4{672)K^9v23eg(+t14@
zz{Wl&++p;N(Av}%*y*Az<l`?yp8&X9#3lK}!jJ7A4~mo{H)y`$&LZAs6o~=hax3IF
z_OX?oDv^LmmQ-ApLiO2y=mq)UG1#pwx=ZCC87B=K_;#LXwoh9@bdB$aYrnI39`oMc
za$1(3CAiea%f1l@%+^zj!fc%^qf(uRmvBKG+h4<gJ#xXC=hY$Oqlt#EdhD~+O%iIb
zXn`WB*i;nU&=5QES?GdDC|FOTp&hW(<cBwin3y(BwH}M%k;!0SONT3aA6ulzsluD`
z-$gSf@uTEV>k#-OLg?KHWrE2+tR&HdcT<9|V%~tF_bv(s47GFFZo>>iARaIX?#&{-
z0x<B@Qw2iazvI~cy1eguyx~1fJfS$3g^+f^1hNSoO0I{~WfBY^deGSF-L%IF#g8be
zw0F)vpN!p{a7TB@u#FNlR>Ol_(9Q6CAQzO&p}W8=ML$nV-wI?hZOm67FuL?x%uVHJ
z#%`;_$y)sBBMS;(J)HZxh$+n0Lr+RyFzyT|t~7MZrVlI$QWnE>=Lo_0_kDm7=rxgS
z$9n;xF~lC}Etr@$LYPn&k_0q|dQah9xDSvkS;*1+W$S6s4RMC=_OCq`1E2$Y4+-K&
zO6UJM(j*d4Z2n_9lmv<u9IOhbew=DPx2+429Erqz{Iwwj?@4){v>Om)UC@2Q9*#EE
z0Bc(}YlpnXt7rME@4Ims+s&$P21Dq&LHkS9%~I~MZhBV`W*&)Hk$g+q(#YLBK$_IO
zfVqOZ2$J{fiZX2^4+mm~N5176fuUkn0+R2W1OQp<n?PX*zQ!sXsn@@c6kZT-S=Jtt
zG`6v|wGWwQvv}v(*4yK<)py>qiGbz-fQSm4WgcTjzsM&QebDk#X!E#56xeYq!#4jY
z^vjPK_#HIr$ZWJ+5t*7q1Q3p{2O5jqi*P;L%Y=Eqj881wO2#k$9w~r-pihzk<<BM#
zmxEjJCd&0@d>>K^;M;t`Nz$`y$p&c@mBRels|iz6dc6XKr`fBy*l#540m3h;llshM
z5T~C2%oHvWA^6=g$$6h2$9?05Y`K|a6E%B|x3hjf$D3B<ZzRe&`_#c#9XMe7csaM?
zSs*Z8xjVsp!gKHCxHtc|R>AsfH$Wct6)Q|Koh}X<p8NJzEcf*^gJ{<to3C~Sm&!cC
zrCe+KV=n?WkHzhT9;3M1C(H6*mop}cM$tgsXtvg*&YNFguFNN?k0RoJC=h7V&IkRc
z9|8#@uN@r}dF_C9{uq(XnO40)3N1p6B-i{`p;ZYn!rHadSEPTo;lr{+^+zl((H4-B
zLVwwfz`%6OoK3d4Ol-!)?sbn;S{DHG<=HMErp4;%3!raUN!OQEJS90=XX0?3Z|l}U
zPgVo6Jdq*Vb{RQdSQo_@mt>cMy>t4+Hj<iPK>hA1CX{OzoOsHC=;M&fMQ$mk71ZQE
z(p@R*6qlo|u3m*A<j}A%)_S#;)};NO`Ku~{`ZS&W_STe-aW!OZK(|XjTX-qO_jL|0
z*}LW5DS#4>=u{Q^>$1S6QcQVLup+3Mi%OK)xE24hn37*@D~depWjxaiL^*Ev51b5k
zc?IBPtgwBMcX}Pvqe_mhzfXf9_0J)(%6Z-&sD7I5vIjYzL-)TWJ7w^cc%T(8K_3N}
zANf@e9Rk^z0D@C9gFl3(X4o2o=09S9_r3S*`GTUsl<fk-Va&|=I*CK5I0^L|*_IU%
zE&TBb7DDki{?&b!(tPL}(Snp7IzwM`Wh(71?chpok(bPp<Cr#{IWO8zdY|}wlBFzQ
z6GDxtXCJ;{7pMjV0hZfYn4Wuug2r8sn3(3abH#7Xf!@ws=pS$KOC;c>gW8CjyA~vR
zy`B1k@s6BuD%|R7{}hJJ$C>ZkOe>?^CkA=Lzi%$dF2`7Y537)BY9g$PqT|6B<qTYp
z$ZQwTQ!<(D{?tl0w;ZQi&hf9_)<1|`TcXJS{n`$W=UlDD&c+8|;FR>eUWCFa91Q}p
zIgj-SAQ8o!Ts>t8*Ma3JhUuVlh}m?!0F)!~ybk<tXfw;+8SM-vDG6zocjGnPnIuzB
zs3|x<{`~KUn03#QHOu#0Qmh+#zx}FG-(xWFQmG1D@y4;AjUEte=^Y(&|JlCQo|Uo}
zLjaZ&rbaN(!EU0LV>)pdOO|;LBI={O7{Ow5Nf?~j((wbtDG>PWq?>l+f_Mb`s*e`+
zf0<;}KQy}d@snWLXNzFA_)~?$OJaaLnm#aiHfkm5d5t}qN9_Cae{QoWxy@W#XLC3y
zr3EkoS&#5w+w&mC0n|3ft|7<Q{8`<Y;)WQwC^&ZQIg(=&`#+frv+Ng2LmacE#V=mN
zE@{@vd#D58roYeWjQIRSg^>5I#^s2=^HV><reiis8TgFw5j!H33V<mdp1uWkKEx}J
z++&nUIi-TkulZ)Fw!EUE`iH}!8Q#=us-Hjn`!$8P=TJZfHNs8<p4rN>ath9@33=Af
z(}wzLL+IzzAXQ-OG>nK3MH6fjbo!WAKX`8Xnsa6%NF6`1?f;Od!ILhsV3mfFRVS;7
zElX=zPpDwQyhK=(0uduvHu?c5^EribAu9NHXb2~FjW|w{yEb!}fXi^0un2oh8NKQR
z?*uzX0e2KO)!_L+fb_mO#~-~@e4f;R#O&G4@c$8Rh63`*4lDBW3j`}Km&-7Q7aZ|`
zG0*{GQ`I>PZRzn>OdiQ%u+4o{(`f@-!1-`dEf&4zVTBhEoJ@vHSU2E!--{UVSOXb|
zN9o1;`SLf+Hb0^1)UMVP%}}CVUEln{f6jD{^z3OKg|MFHDYlg6Qc5B^L2rP-cX@XQ
zHwLIs_?&3E300)LV8GEO%)gMA555$TFNJljD}b7xL$vY@GW2<?<I@*+YLm-?Dtvi#
zv+%!AK{pE?9G#CP3hsYZ0*k26{})q$R8@KM<DXPK0pj)HDry@z%i(5rRT&OS!8wHT
zu2WDzK!8-Re}>sK>Oqn<xPKfZ6O>5Y)-1jz*mWrmV2cdHT6@uF-IyuyTUAmF>xpWZ
zq$UitM}5A7XF2?B>oyWMK~$72eP*2vr7<>LCUo<#9VvA32?*^luyp^YB0ayBnv~on
z2Jl~9xVVT^)AWx1*kuh5kcAn8#;9@$EP3YBrQDs1KCABDBGLmgVYU8P`PkiZWy<Pi
zU|hcEK3Y844VqN7<|ubvxM$9(+{<?zIngZ(yV}blS0jch!}P7VVlklTpu?B{0R`S1
zB6Y{3-_ySm64fQMl${8{mCY-6N4ZbsfU-n5<%DYn|53s<L(=X37uRggv=9|&!SC}w
zfs_W;>d;LJ<lk9ybtVUyf%#3NUGzEh)NBrV@k8_3;cexT-+YSaI?_NbIY!129BCZn
zC>LY*c7I_@+a6RwFl~B8qy!1KEl%8}Udb;_6aR4~IU%n)I)>9D#|ciy!eJp5q(bc6
ziV6;n%T>N0erT!EK?pu>QcB#*7|%J_eCS56cRaI!v;9U=^5@rS;`Fv3>=<Of%FIu-
zB<pQcXsSu;gF}RTCgk@+Oz|g~`sHjnNf4e^0W5u68kyFMP1$=KP3BKRhC{_yi_T&{
z`d&w?`H!I!a{M+_i52$EzW*jLd#V7^d@23MxM%FA-rl(+1sEJ`lcS~pvP}?L>1lEU
zp{s?4QtBJB03_Vudl1b`A1KYd{%;tO(CLxCLcz`C*PXz<b&3=t01tpZZ&`82!)u8l
zc3d4H6A>vr27+ffL-|fi8CyF&w!hg^Vj0_!O_KW*4i5b#M&=G{?l8FGBNt=cEsFjk
zcF2vq>$bms_pVkyZv%W@;R(Da<%*n}^KlVN52@JYZ|+_=Y+glHOZN!;H2Ya$#>47M
z!8mxkuDL3z<OtjI%wg%w0->pGJ?t+~`$0-7=QeKqi8?G%Jw`%{tT4>aRgG5xcAZ65
z(&4i9LP>pACo{ul4HnSn1)KHE$XDWPbI5U8pe9CP1&T}rKCb4;*Ut&h{tqT{v=I4p
z;|zZkSy55mCxV0g7zCj(f+ln)+z2p_L@h9aF-a|-9cFFebsIi|`m-$Cg;+bHlG;zS
z7mwc}oQ;69K{n<ZKNYM*uL@TKweK=tJ|j{2)wPr~Iko%ZQmzrr5TeF|tpYCp6%Sy9
zs$>x=&a+zf0obN#f31d(KpJFnjf(cIU8xXNh>hx|%L*-K-wC`+y8X&7iJaqhWs~=z
z`lwgGh(g88{mI>j;<|0YJx4eT=8ZSDOqq`M?gn7yuX%C3anwt_Go{Qn!eY(;bpLQ3
z!<qha>med{eZ1VDsf{`3(R>g~++4N|mSm8u>y$`5(?IgZjRZZing6FRaI%+^mzON1
z?il<vIanA)GM@AwO#!K{;$VVs2fI8=ls2mzIB)>7erSKAKUvG|XBR5P@T?HhK#%18
zd-sBjtGHQaeHRguK5juuMLUCKmZk+?##e*8PFdIR7Og6W$(MyqeNZ-HMx#?#QPRFu
z(L8`B=TjnY<_{q7^8%MfWd4vGSVH=5n$`t`v)$FQ1WtqpEJE)a6hJ$4y#n6TX@5c1
zKL(Qyhv44ga(zgS+<`Wx%WnE~i_v}@5!Z56GkBH8neXo4j@22SUTN`8EBkmZi~Lua
zIF%?%oG>_SLF9z{`hs;WZ|MFOY`3(KRCDO}&L9GMmqn1M5Fu<HcQ7d4>v!%vLR2cN
zRyhN1Zq`qWK_ix%H^xRpJpUsyx}->AMfv~6if1Kwk?^s(Hn5WpyA0TOogIVRrMjjk
zVP4#hwEb^Dg#Zrl?1rK0&JH-0JTQPXo&!$gc#-@cFDRkNw7^2&@2wV{1g?Twe4X_J
z;vbf0y#RWXrKHKqfBRBJv#kcB#9f=;-gt2`xqRMNs*TkgH=^=7JN4!K;06Z>E@T#9
zTpyR`FbNrlZ`6kQx!TwxjZtu;-u-#fjw8iNg=rVwEO}xLvLPnW)DWTVV~Lv1L#Egw
z0>R);joMn?N8-92UOh)vx-1}G_37G-F6b_f*W8guN|;|J0>ikR<G-OU0%S1slC*y$
zt&>_SmEf4rDwJTpXrJ{g30Mc@KMx3_=ljznkV1MO2C_EawC0yolj>J>#+hWuKas(2
zw#(?PplvPjexZsOk3H(~v9XD%@6{F@IAiR03l{Eldd&~bYj`))%6Isah^vf&>{bvH
z`%?4Xy(-AwOMKdafB3!GMN%B9goRDr*m;0>yO8aO2Q@M*cy~65?m;1epwvxb&ivCS
z%v249?AhSL%-?x5KN6!x>GpUhkJ?paSnmFK$<L-5Ho<YsG)?zcLXh69IqkFdM}No9
z%1P|61ldwl_gKZHMJxKZJeIL|$0F{Y%M$R>BPKTXc7cm3pm`i?2>`lhWh20gUf+NA
zPd^YGLLPL)?*I%?>+g_;u|#Is1Z~mTMzB|<lp|2-Q}#`nx0QJ2P8exos}E#e_y>$^
zB81gVzR8Rq*qJlrd>77Q<iDspB{^3;fd*n1=b|>b;k=efOV9^LZ}!gKUJMXuQ!Q^{
zkJn8aE}Ie<R2c5Z2=g4klF}tHZ$E%wY47)vda^5%75ev?nVI#aHZQBIpu6~dQ=-CD
zTSk1+KrfstgKJjkg#Qs3E?X^l#*u<$U0@ZO0^=h-XD9UW?|;nHkC;#}7+{D+UFp$6
zZkKEHN2qn!yS2?4DpJQYOYWeC5bwQsO4O_`Tw0%AVM6BF$1d>f6ulEEidaFQ4uT*o
zO?OiXg0QWj&b#Uv#F}Ib0w#Yu)TR@}zu=ozD$<Fjqc9hYGE306r{sl56C){DBienJ
zy<iq~PRmiyon_&CP+^nvRuxbGD&(j(krzmAYcrmG0>36SJ6O|%5JEk*RiPw<n8Hdo
z@%qlAUMpNL!RqwTo%2LZt~K}3jy4h&=D}Y`0Ct%O?j>0p%fDjS3zVUo!~Y<u6UN~$
z#_bSIEV1((_8+C{&~oXo++Q<7`di{nTEp;P$Lr&G(qjokEY9uO%Z(t0T+toY2EVNj
z>JLdgC{vn3Q*hdW3GAGT*#lm(wi&PnCT}L0dt@Pr22161a=K7m_<h?kJATP8^Ku{u
zdCRi2BjdPz8e$v0PXfL~6<?*ByXVPi_Qi|{x)1BoWxh~)wDvd1KneC&=SnoRgCV8Y
zaAb?AM?Hp_{71Ldv~}ZVyA%luWb>NeW#Z(@U1zf?%5#c-4Rfd(&wRjwIO661al{z-
zuFE_N><D_<%@RuXGbKX`>Sr2S&~x|yeZ(dx#oS;ph3jrCwy7NCKRd?KjU*_L?9?xS
zwu)q@;>%j{WCp&3Va*UZU5t7IYZm<1=_1OOnueB7AL@W}AM=SL*c$?|b?^oDv7F>$
zB{$4Jf`YjSu?b@>Y+<^6J2B7Ntvfv^aDNE2!dRP=-bqXJETc?1P8RQKolR_~Ue4{K
zU<a;<u1tmD^bhT8$K_#RMeT9#Vbz?9%T~}`g}xMBY$NU_1M_~HAB4ab?g46&f&Ry-
z_}yXlT+#g3Z3A%Qd?&X9*qE+po_8Bs303Sn@|{e9^91$<P(=TA&U0GL{`Y`oFtfy8
zpGKe8Ab$+;_jGFQOz?e(#JrG+By&s<?@f|h{Eb+pp(BhfmU`75wLgF$Gw|vm5`RZ$
zNZz2_@ng6@KpoaLoN!O_y1%QvD4=HUf1U1P&;?eUD8VPRXH9*NR6-l-KoS>kokvt2
zU494IpmI`y#xl2OBSHkq#r=+LD0=yL{FKL<Mj#K<SCBPAUDoCMcARHHN*?ruVf>s4
zuo(n>`vm@Q;|;h1!NbOcx7y&o;OW!Zg5~c#MtKb84jGfG9OVNS9P(2aV0~85Xdn4;
zawQzM;S!UDDJ!xG|6~g00&oXQ&YN3o^;>Y5Ga&p25)<xy_zq0|_E>xY3+MTiIlFx^
z6VK>E;w(%{ch%3Y$hz%9%IcU3H)5T~?2~m9C8l@tW?8iQc7Da=z6x%1xRtckq1m(V
zIaN=LyBaaPOS4qV5EU}8{^RyCbn*9h{i1G+&Bge;t#Pg_fCt)85R5k9zlqg8Tpn?6
z!^JhUpCE~8wsK2v+oq25Jd$Z~(t+tR*8Is@)dQ^{b*@b3&kCNhv}jPJkAfcXrk3R<
zyzpc_P1F84UXX6EDluJTrO$LP7CbEHyAcbLDb3TZ7GPNYANN*!0uxY_nHwdqlmd+^
zyKVSM{ziB>q;_W{CUme63gkWg@7bF5Ft$J(?eC9oi*%*H+{}k^cV5VELE^tI@78<>
z4`KVZC?f&%t0Qy{Gr^%hHpF20rs4st2!D~Zo33ENyL31G4tx$UI9aoGc4MkrDMcfZ
z?Wj?3t4@4+HbYsQh#Od0qrYSO`>{jJ2IoMqxmh>24@oV5aLF8<*~?Rpq_$W^dNQN#
z*tc(n-iudl+k3|ZDeb)`3AyL6plZI$EkuG0-gHWK`w|Z|Z0k@rc?-L6tEMrSAAcQ7
z@;djmJ#JaRQvdY}mIm3(q20djPW4qL5t<9z=RP^Fxc}N-ucHF;=Pzzr=w-Kina75M
zOW5bjsm<*<_{!t_=jFrmJ?1a+V2aG4OuPyVdzAh?rLeYZ^0{+_>8O?I+c!sCk8f+)
zxBPfZX~-^}xYPQ`2?hLbxKRpU8RB}lgU`&bbo{#b=Vn<(DXz-fB|zwE?(Y>p^VOeT
zhn|4}%c%|(a0u%eieLWv<l$CaY~nmXN(}0Lk7O9w`FMMO8yN}Wcp3Ta`}b*xMs5TJ
z9k+{qY!9q#V8ELFhXz;<4=3ZIu@^!9r=pUwy!;C!LSs8`j|;QSiz*`ioYr4_hod~e
zpF%H{SPR^91^e1&MOW1H&-it;VZG-!EBD_RMP5;0;v~CB&1>$^nJ|W%O&#%e(t>Yl
za1%E%QK{_gdy?yIZb{mO>}S~LlsPTT_x*51e#z<T?h+%(Xi8F5x)r)#UQt8w^tZcQ
zCFjZTBMe&8s0Z3TwOViqTALRPnXqhKrJrX6VfmIy6W7uHtw~2$6gr-Rgp&Km0MO)6
zt<L+P{3&JJ!+dogb9h8VGqix$LiNY0c%FyfCp$0m@4t!#?i3<uSeq*;zUAGkdXqDS
zCfA)mV8P6_cTCvBSZZ_Maw{DvUsCx2W>w$&{~xyN4$L0FQiD4RN6%ot0bnD<e3-V%
zMYAOZg8Bup7ruBWnf7;n{n`S8HAZO?T~^UZ0Yc#8S5&C-|ImOtHw6Utqa}tPXvAl$
zq6D&|!y0NJ>UVv(LLGKVdyIClR!ZgA7Rm0}gH1O^@=xNZl}yYeWH8HV7XmKUO#VxA
zrE9C?w+}Xu0e7^wZ#Yx4&u68P-4~aKlzXAX_k~MfQ2%<%#U~d&Gh0UQV_l*l)RD?7
zHL-o??n9yVrcqLnbMFwU8M#xrZCUg7KyTM{l84aVd{di+@Ct8sr-9)dO()vssy+A(
z=Z>)jId?1$IdG5JxQy)1@xK6T6#i=$YzJaht}oL44rpI~3%vjlJY|S-9}W*nfBxz0
z^EKZ{d%ZlO=Mh9N_TFls(niB1!-ioTztH1NFBgB%zTW04WI@DGux6N{=wYq$6J>%;
zAZ|#GRBPZaRn3#gf;VXwB-AayQn5R|(pR_)5C%M(fFrESVwPrfcc0$R;d~6sq42XW
z>&;5{sqrrSwVDv_ii>4BC!IeSs%?Ys$q)o_zLu+0x6htES^qGHNaCnpqMvF}qPp^(
zoShZHXeZy}e&H-?2t*Qnsp;Bj)X(Z^e~}d<T$OZ>;mkXAL=Cf0uG9utk)5z>qkf1h
zPMJ5eU%}>Zd#?3{v^zbj#rjSAj3h2MX?B{n5c-&Ubd6DFy;+#qoCMOJ;kOU49Q$%!
z39GZ3oFGXEseH^9jhb(HGZ5O%_zV0Lk#oZU`bPIt&~i>53CcpPD_BWqgaiJeEdf8p
z9P`<aft_q?{~v2_0+xf?t_?qCLRnELBCAA`(xgeIqEcv{ClsYovs8wnLP&!&(4a{Z
z%``}+iZrK@(5PtC+<)Frv8;EmwZHv;`*R%cyVtvRc%J*duj#zb>%1)GZP44idf#Jf
zQR{;cNyc{Zwjc-e)2=VQzlw~v`1?m&NLCoX4cS`jjlboj%FVS&$?F8ZK272JPk*Cb
zTwF|l^b8IIs)8qg!Xl{e-MhD`eQN&v`A9+UBlQBKDVWc&5G43ICx2}@xnjg<aVS0_
zb(QLW^(TG@*Y+PAY-~}ObVYb!+F|tpny6T_5(6NWsfqSc78JFh#{hLIKNM;*GBThy
zroM{ZR{k-f0U&P^Dp34Q2y#54qVGHGDSERN>|G)eSMYk)s0tLRTyl?(I{SW*iAb+0
z{?7#>tCgt`j2r<kBNmcbc+P-(Mflsu$V2)3nJXlcPfgRRis#4>OXSkp3wEokB_Q~%
zY011v@KoKqj>4-&=i7KJA`8}EAg*j1=%<OET*nIk>mB-JNf%$ugagK?O=O7(87yMU
zDT%!vck$xI4<8IH6RO8@6B<vJfs$XF#%bxbZ8v?3m<LH#+Lg#ClDesdOQ+w_j2g1%
zq`Bsk62dd8loRSfHb1>tuoJe)X?soCYN9Uf8ajYImU6%iJ_o0u`+PNi`|BZp15e2{
z_5{O)ZU&XFMRvP=Scldmm=u^7kV1D2{bHCS(egyIf2v(-n)S{8w-CleJ%u&#4kO<`
zqSNMzX@2;;5mYqT-PKmAu#d(|@iA8Db`+o_@_D;Tms3obm36o6!w%EPgn74SlZAi3
z8MIN@#!Nu4lwmmKcwn~$?5YS|KQ_}9(1&<nw6+2RDk9eN{LRj5nb2)_<B5m-LG$ol
zEVeCIr3M)m^ve1(Sa}tjJ>lhWC+<E|4yv8+MacS4t;CC>CgJArax}krIbNjK_wL=Z
z*=vE<FB53#j`pTko)+3vQ_*@DB16xRzS?xM*$#Coy=pG_^TBHD_mI=jFYg-|z(T>B
z7Si6S96OIhyp<rKMkVpF^(W89V5`8be%Ad4)@pBseICiSHIXrpvC3#tjqFgfz`@!K
zVb{lI%%?@hAGA5k9%M-8sf!3)fEMh(?V|ZdXGC^r(@)}>Sl|mJqBe>sem!D@;Rt%6
z#h8kEU0ke`O20(JvKi`SH*_W);-I`TP#b}b0w2t!CMLhRiR73{YB(Hu13vlsX5pga
z(7czawOGR_Xlc#7KxZ&NL9T44zyxdd$^UwGqEX*cux<y*lSqzB?huN-h-7@h=+mJX
zUI6$K@c5xtzQZI&kJ;nB!MaZ4TtYe@I&|F`H;D>9hP7>^+nxsQ6uocS1nBLfIX^GL
zjNnA5;SCZg-n5>&>BM3D25xa<c{K00Cj-~I*qy#$8fN&%k3cS0Ji~eh<D1=FPnVtH
z`$}4bzsCyH5$k6wfqzeFs8Nj!r2chyoA~+5u}~~xnIZUPoNAlyAq%(he;jK^JvgJI
zM{|2Fp>ko;O=o%VIJWIZaBx?5celBAugyUTwR1>po|~_-DxXe@KQ`P`m%2C6vxL9r
z>!UXU6cxfNhtbK3OxSOH30yfk{3y0OT;bKXjFh>0vm-Vog-_Dw2`qNszKe}Qx$@&b
zl1K|CR_;m#AW1W=pv)+N6LaUzMY0rW=LA8P!(7`tdGiKeZ$H$H-f262ne#hL3h5A_
zLRz-VXy)}fwKYL7oh_&8d2Ou&Sj<`~UzS)aY;f*i?JR~h$LN~3W#=_-f5x)xF-+8b
z<<CO{qXY0ZAY^JqM)vVgc3}9A8V&2H`xx%=h4^&nfz-i1)($NBFS9)i>L6S33gRa1
zxccOv=cDspv`XyE^-;4U<Qg+44=3wMMkdq{Z#sd@E7#no1UTiDq^338C+M@T&UILp
zgO`^FQK;AoQ&Hovv-Zvl-EDr$3vGPBL1b~n!xzqR(IxuRHtX$>ex2of0xBK)F5G8#
zf2)|v?FP%&GP{tB4=XGks6oJq7AJCI!8O7VN6YRQE+m<XtXANS8-Fk|wwbf@B0L?*
zW#J*|_?_qP*#>&w>dW$Ct&vSGCmc2D(D)QKJ_evoB+zv2K`;^IDU+zJ)!zL6f}#BE
zN2Hz-C)MS3%uaB)=MdB8n1#hD;#5WDRi3B+Xo9{{*uLpC{+(C?zGB_Fujc7do4=Uc
zTzO`*V#t;wo*%lqxd5*)e!7QH_o_PN&W!sbg3Har7i!vlZ(k(GNJc;`8(Qh9SjS1*
z(S-)P{R+%iWgUH|tLi*FIzA4So45)q%iAu)?>pC0if6q|#q#|1ugn3{R?I7V`SRtF
zAMa7Cy|%kG;u*2miKP5}mDwjJn}xt0YW?zBx2@r>D}ERsw9}O+WeIW~9J>?8Oajx*
z8ig>4_YK>1pk8M;(56t`T|U?6kxhnXh{E=7I-gl~oW7jAFlWJ;Y^Zypa95IjgR`qh
z+oP<jpB!|I&Xec=#{X@@a;FG4EKp8#ivuQs4qx!TpT~D?gB0%(PkA7+InN#Uh%IEN
zn~CWv80*ZO+^EL<^92G*Lgtcdeys%0_$qG;<*!G`dHXDK47KQwdi>L0A5{uaZs7un
zkwh`OieJ}8%6U_Y<qurc3EMyWi@^hT{Qd!~S4cEBz<3jej=~r>)k<T*xYnW#q!)zg
zDY>LbAKGua%z`I29tpxGpZ8NrWHE8Yqze!hBKFzjT%<0*&Yn$tqw$F*$o+Dz_JDrQ
zqtoq*c0T2_K94xRrtY|7*!*P#J51Pf1W8tbS7fT9#{wD>N+uPh9wMV)cjJCeo*w^e
zmSx)iSGEmN6oh0vG_l&-Km{<(<fZg&lTh5oHqq4mV?X?{bO|-AaxRNVTUq!wR2}N(
zET(7>PNc^IH#yTl2QqSf^`DFvku_kqN;_JuFQGJuc~lf9e{9$w1!IF=gX!4-1B)76
zm8EQFKe$<0eFyG+6>gFHgbiGQOp|J~iT<u#1rT%dU;RN;zI5ju$$7h2e~aQyRQb)X
z*<|--hs*?);wfIm5+4c1wyNQxm50!+jU5_DP>I7uU{XIqOXzbZbhoh{%VTx9^rat3
zHkM~Dg5PGUdq*8}<nrvgy4VK*3@hE6$haf5^{@K0P=D-m&^<d8Iei%m17ZGg+Fms?
z1<ff>r$B9_Av(!zS#U&lm-!w$_8EbY;9sSgq?1kdcy)`tu|F$m5+=E3m^2Q5&%Mwg
zpoM4nAczzUu?E|ECsC4b#{>Y~)OM7*=!-bQ$3mBXFH}a#h4!om2OHfe;T#$YB?R+S
z|5z^OqE9Y6cnF^=Od32`cJS>Z6jv+x^$V1FNrGw-7+VyL{0R&orQE2ws7}cW^qeY*
z880mjh5G%wcDZLx@|o3eS94_}4JS1d)&y;m%0(BQtYtxg*d_GYut_?77n<q;igA~{
zy|*J1NWJ^|qcF`Sf$t;+dR)5HonhY0`KZjejB=QK+S!t37YkA^2++C@en0K>(PK6G
zQ&&v)$jH1va3vZrAG8C}5sVw!jqXl`t{`MS(~DoR=Iz6Z(t}U!O5|~ExMu$Z1s5Nb
zAU-u;oOrRu1lKC({1{)X_<|osyinO_#H(y&_s@C>Q}WET00`I2_yLO^qhT)b8eX)s
zH#qX7<P!)z^p;x(etds*<4+;yliMsdVSYp1b>)#h&64GhboI+_o6vbqB0T<6lD6X|
zz*%f;xV`B|GwL5fi$+KE7-edgew#om3S&za7>^r~S;xc_Jn%9IEH%g+t^UDntqEHo
z-s_p{QVL}U(Kh%;?1e~bH5O$%_C@Su(1ZFU1Y-iYDm<#9CQ45ml|c?<+Y#Ao;D5yG
zDY?St<h)A{B|choJ6|o$;OSg1SB*!;S96Y&E%X3j^{Nj;DFNK8SZx^=Vs+3y{$lQ9
z1L99ZN59?k^P4X<Y+3iV;BkE6dl8I@e-T>sde5UWSKQxkCFw5L)+04#Wrv*S=O8Rz
zHqi>r4}}QUG3e*EioR1YY@NPa^O68G6_cO3yHOXIrgQ!QNedlB{!V9_sAp$tQBlYR
zs^i-rhkbpvmq^fs>>xnBk#<C6B!j&pu4(7wpmOJ2#W0Cc93$6*dk09QaqPw>Bw5R)
zR^=R%`*dfDA7Pi~FCvD8^E<D-;lV~u+gmy55ZcWEL#)^gBJ6=V9t<xo*4FNALzI^K
zmncn}3eXgwK(bmk@-t>#AqktwF}vic#=FS);phZ%OevJF1QPfsgodmFdaV!w!|Ob(
zhuyX?+Ao}?5WRARx8&gBDw*6J*o!#)4MXQc@iy>Eq(PGNq;Mv;JdL_98B75KgAXeY
zN!;sAb!_&A_)W%27Z(@Iuc<!x2$xFI>a2AUbkifB=oq+OKLfO8h*tiV@-p7m9PzF?
zH%38G01AtH;~lDk&SKH1ik^%ix5)U{AIm80#LLXbc3aOD+ErV2?$mRh-=>Bw%4iA4
z-BIuhA8BS<y_$>%9Fj8yMxYhW#S&j~YwMp)qHyz=P+XzEZdHIa`qiX}-?(vC&dtJ(
z6{SFnAFxFv09n)XXr2O^Ok4vpSj4rFmuLjv4i1i2(?+u*N-h&#tGQwRcY-NF9AvB7
zgCNcYRLgvk(TiQ|&8|5<($i}$KGzgI!~J%%j%v}$BN(8M78lM$1L8+#r3vn!_+=Nk
zU~rV{SFMVA5|4yVKi65+Kaca~lH}w|rH>XpbDjO3)Vx&%13MJTI|7uhGeVeXPO`zh
z;36H5fhX0h*9g33jjj-dVo&I@|CHc10}=SVS@H1U>zO8xox0&Afb`tt+J?2~{Q}iq
zlBk^gw`|^ze<?Wj{J4!xKj<=XQ5mzhx>ss)(63uCV;xG3#@sWR{o!8|Vfym6dyqv{
z^N{8773!bS2vp4sYD7W7xEV7zualM;LO)1GWK%MrL~u`dv91b}thr~$Gqj`v7AP=f
zVt@5xQ(BKlSb%8?r>2~M-@W4>u9=G~0ry*RfzKCy_1aninWoJ7sPch{Gh_7u0GM3P
z&1gL&GF=2F!}T=;z8#G^z1~XvLI}d(mb8b^Dw#_Lw5-Uq3`30=ztyEaQ`kXh<&e1m
zu{&HU?=w<ir36;=np(S~3Nx}s#>X>3{JQcTFmu-EzP@~m`m|1HBbN-U*HI=0e5xCT
z;+LM7$MY90s^wEbr3HRB+vdPb1!EK~3w<7ms{6wnd~QdlSe{1Uu0T(NZo|&6=IoH#
zaKRcLU_Xg!>~N!qvXv2)G{@d{cP~-yd785JKVd2g#g-t5mr{Dw7+0MnVxtbJ7{`uW
zx`<Mc@h=&<k4m&0Lw5E6P-9c|YK%OdKY#u+P00ng+k<vShoIDe{D7_N^$~1(#O=gu
z6Eb?FoD6i}B~avad(GXu999dpt+SmK>|dl>_5yo^N^3yJMWWo)BnP_G=Cjg-vEBMd
zmJ{l4J0wDDD{_0bgWnO!+?S6CCIpe{@^;a5vgQpD-*nQ2YTNe&dgDcJmE~cUb)A^)
zfkbB=Zn5!Gqsu5Kf2)pY{DOisps>+tt#S9=yLW(uiF0poe1}mj1T{;fG+<D)isucE
z&$)-Ge9qwtIJ^N9Nyien^efM>Akuj%8;}4qGz)Kf6s{bbf7%7OX}k(oo(srf%C;p}
z)(T*Nd$9S;x93GgwvcJ&=051c%JVgx3~+gyzsGz^&KwyGnygTk;ogC&?=9N+8E}zs
zVQ=q<9CG>Q3JEBp!|}Zx{9Gb%Fx<7_qkQ<fquLxbl9p0UDnx$W@=hs$%H@nEl}Vhf
zhBBHlj1PbTqrUX^_0>-?cnV+znELfww?4}y<^Zw8C=c1LiNjXBBg}&dKSWBkTzA&J
zo*nPbh#ow1*5_Ef<Qn0BOTt#vG!>uUL~tH@2mYyowG>JZsfUR;1+}EJr%HHkS=PRZ
zaVxYQoyUl1?~t=aOP=JZI=;@E{Sfq)dK6ms=fa!&B(uR2>Bk(%k?5e((o(cA;?7JN
zvT*i#8cjJzAi43FoIu5gsEx#0VKgQyFeGH6?x?RU)R2A4ko3nJv12pFVXNI!xCwEU
z2OJ{Zyzv%T+PL$3!91Gr2~3E93cfvl37!W$Em=5xu6-R=>BuG08SVCaVZO?_H7WQG
z=Oasai1<}UJKvj>m{1P<R=|9Cfnmq!mxed??A?nwn0oBd!`c-*2(RP`;_)52AUujP
z$`zV<@Yr}Ghv0%?eCyY&iLGhhIr8B`*RT=_EUonF2bu$5TIzwq0ss6wkV(Db9M&3z
z1_y&xSdK94WkLQdt?-Vpoln=b%3mCbk3HnmuPh=h-+=*yBj$ZI7!a0zium-bpyv4T
z<0r>hb}d5PjfTx|#z*eAH17?pg?r*R$tZ#^p5Bo;Q8cK|lG^SCPtufSz4uaciD7-W
zHrpdO0d!6N-W&Uy6QF8?mU{kk6i+>XmEP%tgMHXQ3lz}%`8p6Ha3B>!kS;*BWp7l5
zWEmu6?juST=gyr2GNZ2X8axfV9b*TdHytk3KO})u>6MB;czgRw4#itLg3I;-B1=X`
zOoxtaV`wsB<ki`tE(>RD9ILHFi#zQlj2;A8n#YoCY{!sgi+zihz^n!KKkegqy!GJ3
zhN`h0jDjZ{W$tnG#%ITEABQB-+pmwh1t_0q^HEa9TUlc5OvT>v5FjemJ!B1i6ZSM|
z-Rk=ENg3Nm&`alXGh^EyZa{kv+PI#AhlzG}j`=7!$Yke<%4rFb?y1jS0XqlBnep<?
zf>6q{WPS@HtX^#*kj#nTfv8a#(Y>s1u<}s%y4$ud8*6JN|J!5d>ro4+s;a`oNE?tD
z$j0_S&=hm&Vd%wR(K4ZzfLM+v3?cF-w8u4=;$-<4HVaW2F(yw5p>oz$UNUnqe`=je
zDaBy0k{@Zra4Vr70CYRb<a&5`3us<YFZ<5~<$Ca~@Fj=7YNi;R+b26(oviPM4^Ka@
zAMpgVV%2ERO>tSw-tgFPr;h!afHUD*#L(XEKUB&(HvGv~O3lWl1*m}PgZ)q`^5=aK
z4Gqz*fLkQ<x`EX?4EB$G)|4VCLie>QtsZp0m(QP9Cu-OF-2~$zvZnpv-K|f}SLJ+6
z3SRW+5QDJmLU&Bp{pzyydL<WtpHUH6eh~!Rc;{_zLd9!4jGgvLr~s?09+=Lzc)E_n
zxTNY{WEgToZ3n}5HpR9%c0f)3ZCpSV+u1dBV(jfrw_m!?na5U-d%BK$@=NAK>nR@B
zyD&5+6OApXY-wk@mKgSTcY7}RVNkaa`Or^k5qEDA1}S3b2e|JIvf?U%{XVwqW?Z#O
z<rq8C7M(no?EBBDm$C$x@|pAvX8K|(MYEUk0ENNKr3~)FV(e&>>+*0XQIGchEsO9Z
z@zc@h5Uvd<KYKjq^^qfJU_8O>_Kom6H*ao-Htb85GY1oWhcD(lz891)4bn?idw9pE
zPnFQ0#GF0{2M5<E31YCpOCBCuPr8DaQM5v}d0sZ!VF<E&a8}hkTQ30++vL^v4)a(Z
zlHq%~tr1?yOsJ|vA}>F`H3~+QKM%lmSAV`wMkZeM*?LC71zA`3h%~AW7!1c1z9^$y
zCt1TRTnqB$?b~t|dB%~?n~lq*2}qrDT-qx4G_Z_InbVhdl96%Uh9<JSM8(o)gmwfY
z*-RB7n?^@Rc{EZsIslO(UJbxZX@jruJ+cEVq6c-0rn9y1bo|X*x1zouzyEO|9Sir3
z?@2TR`YnY)R&<``|5j^We4p`<8{^u1eD4yRQ7S=yDxK>!@Wu0M`QqkmL}ohM``X3x
z#QGsWFE6EF&#w;Hp^%+t#gM)`(`S#2j(RmWW9NK(_!&^M(CXq6-CVVjppS1M69LTB
zE530H_!wxcU{Gl7>eZPb=;2#nLVRLI0kH&>X{68?b^iG6Tk>~hoJ4!Imx)7MF3d`s
zO<!N%%a<`1()0~*cc2Nq^!q+H5DhT?7l_<yaZ2o8-soeFs=uwhuS)sQ)(3>38n6Dv
zs7bndC0vcs5v96Or;DDR7{M}xcn<>EKzz{OvKSybMlg*iGqM8OJGbck{rSj_FFZDN
zWehz_kCEsx@~~$SyANdkdTsy3xEz#eC(EU#N6Xv*S01<hM6)?B@(n0Ksxc=oh!z#9
zf~eIac8{-hZ~BS1WNS%PT%_CS#-+5h%~)I>rX;ISu_#WK2E&O5l134naFZED@c=O(
zZzj((c6brWg6izYHjj#ic&>}W;>dvGjKvvbA*lyA$gI17vTHrEwwX?a!X(<*Fo$&z
z6ab@b5}AP4%PM?0!rk+qvO$QzLOih3_shs2<@run`SU6|ZVsKsf`*Zi5f(}3%WW_U
z)nvWNbBkEAARUDs!Iqo@6EAToKGSiC2Y}zC6hn3x+U5qB#3yn?RIz_}$G$+sbu*Ql
z(ZFAy@#Fo_{d_-%qmZ{C7qr;36QB2xtStZ7SOK@=r(;KTbSUoW)OFl6&$2JGfO_p8
zw$G{RZ#jUUpPzt$fbNDHzh?o<LCMKH`sIK^aajn*@Z~?q43t;lvO!FA02W3|u_3`t
zZivLuA85ngOSw`|P=E;UrTq*|46<(*j4uqZk$?#bkPh%Gq~|0L0sJC`0VM#f@q!ac
z`7(k18SS+gjPURfI`M9oPhqcy(~+TfI0**(JZ7}~kbg0#b71c>LLnd~WIN<+;Wfov
zCq_{6dEagTs)fD^76@qf`m3K~arwU6?u^$=@kO3jz@4+G<dT6n7fHREQ~wU{fqKJD
z-y7zXA-W`@n6LP=l8ua5Uma_QmOEAwKP>Mlk(X#l)_k-%=0N4b(~A*0Dw8(QL^fr5
zMn$o)yLm^8l~;tjj%{@dh0_3s*n^ClH_an&%)vUNINk>74?MbA`PF&^&D)}<?@yie
zzoVLD>DtzK!I173wBi1iY<5IGOo}Cxb@<MCd3j0umtwO$%4uw-%|=R!uMQ+kQ9(f{
zM}y*C`zsRE|3Q}qxiMe$3!H+2wkVlpRwrd+UJJiv6e=6d0#j2{_#gr~R%Qa#YM4pM
zan!yd??J-=aT>w+V&aQF231k6lS82*T2|j+{cht8Em5m!8o*8p7cjY2uD;}c!Osxl
z@hgP9Ly7RDX-^v~J}GV&e|SBr5}$B=#F&189xus=6tZR@LU=FXfj|c&;?%QGEJ69b
znthTchYugd&PiPUY8IBHlni|FlSk^-b8U+cW8Qx3a^aK+Gk-)?&n8AecKG{6jjBu8
zj9Z9ov+Z6<dM2hZu#bbx<?~mD&G|s|A%3!9^hBYOj#G$U6!Vd29AVdm?(_r%ZBft&
z<@itQ1MEY<_J6!bVA1Kz@&iDfPt>ekpe*@SJQFtE2on~|jNJt>9ki#E&PhWwfo`5Q
zmO5KoO4VN^>c>$l0Y#?tww}7DDs9`36*NiGhfE3Cj%cT_uJ^y=kz~nozv+VEyuWVP
zB1u2Lx7zX@HbgwcctT{tLW(1GuH`Pcsdq!Mv%t$*6@&?W*U{%4_37zO1IAuqC$ZC_
z+(Y}0Q^rHc;;<tU7%j^}KUUT!p8L%yH=`vnhD!5xx#Dke_ahydT)6iG$@H`z+uI$!
zf7l(lZPl_Dvv<agzic+_H-bJ9-F_oX&*_UlI(g1h)7X6}B@kZccm4X^BYK`WP-tl@
zcFsC_Eo)I*GP9a2|0{E72o^Kz-Gv@F*8_!#`BzOJ^+t4MgZUvNExq;0{QDJYCzY#-
z#VxUje8=QaU5G*d418vp%=E=5@DRAZtsgM&bSM;{NDvw8*=Sv$jgkR_l+lADf`<Vu
zxJ^$wB#yU}ak|6z&X=1{ZotGdc%FO0`b*c9va+$Wdw6)9tmPQRvs0{O3>7{7qVAZX
zlvF<QAd}<A8Pr(gWXJeY?Bs+G1nq~*Ts1t;=Mg=lZU|3id?|qQ&z7|F=FQuGZQX6q
zG7YwUNogE<W7sCSMs4;pEum04j0xDZ(-N+|pd)?`rI{qQ6w(<y!2$He;>7Ybd<D3n
zYS1iECqY$o_J#<3(}?of5s*iEY;i^DFh_tD6G_6zpG`%p8nGYx$sqm5Er5Mx^tskt
z5m6L=@q7VAgEkIJET}EoY<O`*Te(B*XR{Q2w!faE-1ffhGml?*-2l?@RbcW)>}guI
zVW)(+xOj|#K#?S$ThsN1#ikp}rCZN)S~{L%!LoIaFG7~hI+69jsGOyBbl5d1$cDBp
z*L=6CRhUM>THWp_93=`Onar%iM7qi5^W_AUN4T9=xE%t*&EC$gxA-Vfvfn5vXQzh7
zH(coBCD)GBBF2JFVPtRyaL+@uSLT`tw3~T1LX;8qc2Bqc^Sx)yZ&81uMA67({4!iH
zkM3(@cI8<ol3LZ(ELgC>X}r_8GT+VZ%Va_8gNqESO}LUcBf_5#Enl*vJVKp;zOo%}
z^u_QY3$-VCyqjAt82&^|(1Ee=q+QS1_lhj)wf#t;Y$HWK6*x+(#2j??J#Z=FFj*a0
zQVa0MyD>abT3Q-}#Pr)HTqRIK=HRE;T)rJGtr}pQA(eWul4N1fcbUn;KD;2d5x982
z6ULse<f-wku?#tN#b+rcW!*1!AD0m)D1`FP!Y7N-rALQ9Nld|};FeQ{s8h)V$1t~k
zULzqT97y!CCd@;L>R`6sbEDcpka;{=D_Bh+nM$imKv}muI6P}foP+`fFHMu|vGxj+
zketty;cn&24O`Nl=~m~$tFCG4IFAX-&x#s+4FRtECFk8eFzZ<e@A4K|4SM^LUr}u{
zU>>smO-yRwF~NYE+se17!>N!h?Qc>q-ao5wqX9_%=gs#olA+{x5y;N4Gj)rgph~#R
z61<4kekYq<?8JsL?0hBqFK32Z2y?pn9<>fI&VK$rC!rWiM}#ri>F!S98B^N>#(zE{
zX5<<6ZQXkM1E9JRF4qjzb(e^7gV21+JIHa)a1(Zm6Zn-y7a>k4$0d<`KAW>fRRL@b
zd}V3@AdtVlIw$bes{=go4+ZrC3N;RzQeF{dDJp)S1@S$u+<iL;Me1MfMcYV{1nt3#
z6$dcO3#}JF<tSO&pzUSC9G04`MPUeqUYmqev6T!(!RKw&64rF3Epv6Vte&Es_IP1@
z2gr)0AmKD069G6Co$`uk2T+Zu_&u0fXmG63qkVSLA&g~d@E(-+fAq#n)B81b+;6Xj
zhXZ{2nYZGU_E_lfGRluxSiAE+)<w~Wmg+BR&w!o4d&>K2@Q~CCu}cD_YpNvBKPWV4
zH)&0N_B#}|^KAWDSv^U0boaX}kBoX*nu4FT?MTE$`zE_u{jE99!gAbi*NfS{OOxgW
zm-8#Qq7o0{F~txzeGKeL%qpC$lA@;@MSrF?c1`u#h8+A<X~Q9rJAg`56PvT1wLWl9
zXEaGj=0y9X2PKiOuP<ZhSJpoNV>mRR!ZHpra~_;Ii}G%3Z%i|z6j+IoOEW3|-L=BE
z2e9ZurhpIEdf?lUMpP-~>4;iWU5OC&v^iS9jxG;E*44mhK1M$#3Xr$ived%y%%0Gr
zD81I6O*G(Z-tm6T>eUnj(HSE1^<cJ-U=Z<Qwc22alJ2jt?RRlikjWjtOl}C#5vAG}
zENlF=0ntBi$|w+1VE9om!SfE#f4W(u778xA#STG`1}zjz*QS9(loOxH4jA<Qn3oPV
zVdbAg8dSe{)k@v&5cd_#XK%iJHsT6+z-{^oZ!)4=&XrND$b1;J8H$}KUwbax&PR{$
z?D!SlMq9v1cxnPtQc|7w5)SX$wF~tZIB+fy!i*IEG`#~mw9zgRdJ}Z{%9Ya44_{y4
zH%LyW8rh#{672<U1E^eL#}17l7LdUiR<lDncUlH5Ke@;iR{Y~R_B~xa?-!to8=UwP
zxn+_<@&uh%zUGP+?ev8Gx-T+#xwyJ9d_R~$830^<K}+`rv(F>J1n#%P8mhD`5_KTH
z@;Emvw`K(;G7gRe^K@&Q=6F0D95QdpNmuvx(Vjr5el@9n?(B<2fzuRZUVHf3{}=<R
z5u&)0>UY)$`-O(;q7ji@u8Ki90ZZ@e0XJ_dVMM`;HX9YU;N(gJ4!$z|TsvsE7%lsJ
z0!=4IRn6d&`T>QkBnKsvP%}AbB&gCA@)s+0@?D!cN*4Ut_u}=7tSkzpWR{Fm#U_e=
zjWW{Ms2G25G&kHZ*eCJjHd|DIL_^4v<4~g@gIuHm6ssnU_5(a#*{fGu9vpb|98q&X
z{?H*yB>wh1s$2N@_|Retx4Hysv65jrOt}iHk9gzd2%Lhfk!G7WD<GdS2v3+bNpYW`
zv1ayQ%t~<H)5r@<(ejk~<<5K*5pzof;GIo&&b!Mu>zxPL@)%)?Wqw&3V4bLqoS5ZW
zw}8BfbR2sjHPG^>6}{K`ekU?<US36sn&62$ACTHWKNU6aa)vwl;Em3iw-C~NRRi0L
ze%wWxh%)_$R5n^kU?x{3i9E4^U0|&NXzHqB3NA~#Ym*6wec7oSSv07+R+Xih=3d{b
zp4132qLuXYY~E;x6oYS~{dw-16)WE1NAVRBnwhiDg2~I$JOyoJQJ0bLs3Fa?d~>dt
zhpw?RT4IW+T`gtV4Mfx!!ai1?UMy#Lyorv{<Ya(Gi20-V%bF?hK`1OvFom<p7$7XP
zAksqDjj74VSL4T+w|@*uH<mDE6%>KE*R{G2h5iCea`+pPSU*BI2%z{<8XC@rSCDp~
zji&Qhj#41}tIP=|O7epgZRFVHUlJ_wwQX|wT}G@T%`znhCaN3o!8VF4(*Zd&k_7j{
zz-TLIf&HF-!31yVZCb~^V@FV+I_*!C@@HnO<QJuj`v(8LLO?zni(w!en^#bOkY33k
z47+U}9yYBA&G$3{zRymhCJhQSB%yor_N;tCUK2)}!^G@N4;;8`pBPXHVl)U3an+@p
zVBw4A&p!Zl#dQyKuRXC_t@;J~cgR+S&h7|-R6YnyYh>=DXB6~6iL<m(Rni*Y3yQAA
zu}Leq+R2>0hPiP=#kbEUGhc*cW^O=a$sMDohn7xmR@RQb9c*E{7A{-EXWQ`(u^#BG
zW~<wm$DZn70i$>nh1@J2jI3|F1e)XQES(4jLx3#?!JcRnoowFQ>Qezg34jgr`t^X)
z?XneDv=HV`hDB3wSQxLm=g6iMu#7=RU%p|d3y|xx)0<vQ;CDZNR)MJ_o-UQlkHyE0
zjZy156yMqkloZXR@9{73m>^K`2_sS@<MeEAZ`(XJ3Z1DnI0GQr+xY3B6Um)akCxn@
zV*3r*lb#5a=SBn)aP7rjkZVBUeCfLZ3dn;15xcX;*xA@f+5i_zzaY!|kAyzB`RAq*
zK*IUY!rjF_c`cLb(EY&Yxn?jsqlx&N$7yM4@H&dNj<_{0mDr6UYNwYjUc5rx5IiZE
z`4jt|;PM_n!=~;tut*R$^hz!Isy{&oW@U@`zAvp)Tw1J*bFBTbdw2-O&#Zgj|L@QC
z9#Y~(3l}=89t2NqNlVNe_qboKP%s^JUgw+|)CrL#>MelxIck~F<`>MdFA;zXL>;lq
zVoet5Gf>O9ZSo%l|0CyNU|>hib5(l!`U=yJSN*P9ThE~cpdS_|yJZ;=t+O}_RI8bT
z6E~G-vOF#<zDkMz^<>pdZ<gRKp1*K`y*Oa=i+gJ%KriNgC|pT>vxNBs*4V_vL|XTp
zGJjs(F<|I5(}x@|yTGA)8URl^S80w<yjD%JzGd52HkA0Y`K4#b?w9B9ugE-d;@o4?
z8~Y?%|Ij+PNb+$6m<42i>3CsjMszq{ENR8z#V!#(jaN;;Dd6m2XG3yrh5kYuMI(|?
z5<nBwzk!Xg4VgRAJ3I*;6dNfiDcE+E2~Z7bBcKo5&J_CMfYYo-`;SL9+<OSJRu6Vy
zT=Df?{pQNGYhdl@qJ#un_8vL}z#+Ze5`iG1Nq|Yctznm>rAUS5@_KuY>8Inzj$Qr;
zP3Cye*A9hAI2B#~Bf_od#2-f?3m}YnqE-4Pm`mB`Yu=dE2QY{~r#ZrFn<w643*>Zx
z$Uu~|39mX5Ud_l}0t(=*-FJf4gAy1%@`I4TU`qI5taZr&H4U}?DLlz*lZ++<D}5*N
zdqW+wFl(^~NI%e{lYR3USXg*HV;%3)A5t?a@*Y2c`U3B99Izr%lnA(zR$l0_e#L1`
zL6km2hr<5hXIJ0@l1lu)-XA-T<4EMVbBt18b-!K+j)2wjPd^<fKqN^^QVf_8k!G;V
z#Ol~1doA2ign_=+)X`skD>zt-1n4A3jD}%;h_-Y<-4b&m*Vil*4a3JH`M7c}x5pk(
z#UWNhP5{uH`otHUJ^EjGGgFRJ6Hbu{Tx<TG+YO@9arUxWg^2ZNeg4AG|A^q!+&Iz*
ze}v3xi%kHK5kmdLjGCSMUvr?#+>^(aJiHp)iOi}5=r4)lq;(^Wp4fn_>gMKV=|eE7
z)Z^h|cAQvk-th3tWqvoLTy#qba?~!RIXHpC66}d>49Z_1hh5Sb!?2@W@mj&f7Kcty
z1|BVSqJs2_T?a+=1k%i!BtC@vE-kE`L;Pary>5^7I>;_9!wAR_HdBxZwtjyc&q2m^
zCS%0(me9~J2^b$VH8s7#e%oALs*LiAG{AmR+bJwRiJTk_K$=0cL9#u_&F6df?p?qd
z%uSJ$!}FDUn7XjLzVW6u=sj1iEaQ=zOF2W@HZza|9-wu_(Ni!VnZV@xgtatu;iKC-
zQ@S=;g<u>(;{mI+So2MCs5rfVJ&K@um?h_`LHqZIdLm*nz9P{hEgzcN@E^Vf3)x6L
zg|g<K>M2-dd(ZXnKYmELjHHx%+<6PB4!C6<Bz2wHYEiFVy~5O-qf+TiHVYi6CiW0p
z^Fv6aBrq|2O2ofDqneFYA2quiQ#3Yi1JgEr>Dli?L*TV{V?gLhd>0-N$!i5qMjUC+
zdWx(axe_dgE9tU*)6Evb+1@D#(WJ-rPDXGX&0#`+tXT2AGbY?r%RhRxYPHv*An0Ab
z{-PbXN5`6999j2Qr{SwRHQwF&AWYM<V>GGD3$wOpQk)D7UA1P-NQL~iNpNskYK~^`
zOiIk7_FjICWjfCC9qHF4fUs0?p(O;A4>K>xWt5OoiN~HmVCh$^*qHknE=+dl=I?ol
zmU6$wI96dZ>E;DPG-XRIT?lhB%|O&<$eC$duw`*;rBNNc#5Q?W2+9ZmaT%Pb$A6bT
ztDHCZG-{#y1j%s-+uWTQuJJljlrJ~-v+$2;JvI2*6SAT9ge;(dl8p{Gz+q`xPj`2B
z+ymN}%(@SqkX4z3m(s=ZL-+Tb5q(zFKt50I!=>B-{%oJiN+b|jSWau9%?z3@={8n6
zOK|WW$5cOB)xENP7*1;<(`)S08;}NC!mSz@+~pWLL$*mI=Z(eN?sx??3((D!KgUQ+
zjeLUXcG-Kh2jzQ+!V_Uu51i1%*2~3vm-*tJS)eWz&geuqwykX)vVF+J4@vYDp?tE9
zEk<;a0c?cl0x52Id_KzyNo<$5Ze+O#_gnOxZ!}L~CN&a&`y|2n05=m_mGpnU_uCf3
z60eosg^z#?CpW(6qV|~6!d=*?`4^Yq*M)|h1b?RD&z4efH_dHp=emoxy%$O|ZxCkh
z#%iSeL}%IG-Q)Ty?C-R=vS8sty~p-%;2z1;$Vbf;P7=@`z_`sy7#>luMqiSB;e`+F
z?SbeBl6*5PF#5WH>x84_HhttLSCYo2kNypty$UxjyX}u_+rbrzOlJ5`U^WT`7Y?@z
zuO18QGl6l585Fo9_GnHdjQp4$(w`Q>;ewleA0?dbeW7C}CL1K3LFUPZTpsKu@QyPY
zT$jDP-lIzcWi_3(;02RzQVb#*5_+&|1}94rlJmqsR-gkznQTtCi*NW|$o4C#BC0$X
z*5C5UUtMo4`0s0UQB|*8PqvDq4S3eO&wHeoEM@WOg&6pmp7h$HD=YkeKoT!)&mg%A
z0QfU$lJPyD-Fe1unD_&!Sr_ediYw@)(i~eh@FY2<8azGk(ClOau1N%)w2Albo%UZf
z_~qc?c`Q`p)3jItI+MvyQ~^Z_pt8jSN45$5)cWn)2E<9@N<2PP%^^2#+;clE!KxO6
z?pZR>3}4CNI&=rfHcf9&pG(iMAxO}y=3tc+(qYV=bm{mb`&K|go{T>a88~!FmA3CV
zjRkxvXzV=SJ_65z$692wWYtWGcYmFu`cQ~Q1!fh13bv!d@}fl>=j6M)PlNc6=3#6A
zyPmz~9(+u49m0Qb7oaA8z$h=xmeWtqA;I6`P#QUkRlv0!%?l_FrH{-yAZM%mu-P7M
z@V~nfu^?gd;6c7|KtY%_T93*su=^Z3e$2X$6@sv`oX{GW>DFz~-8k@s+hd)w!XZ)O
z)d@N=gOdF~Ure4f06^n)_@;*jz?Gk6&I4-GhB6Ny+Y(KN;~>33<jU68_A!!R6u0m8
z(m}776;R-W8Cw3BczB0M4~dE|xbYS=g^}uBO=7b5yLBrK85uOcX_*8&$Y#k4-{Gy|
zP+*|6M8;2ei2R$Gg-lm5FjS*2N1Dlv*#i*5l2JF8z}<rBJpu|D%u&*zw-KwPpcs}0
zr;CV9yL2fq<(p<Y)o4rrFg34FBZPCTs_lnX?^!56;N{NacX?L@$ZZ(q21*jZ8kZOJ
z<WF_yBS0ae6ye_q5-|tMHxOkA+6UTcEmEE<b$_LkM)!TZo*;IBS%4BB!>F-WeswP9
zg3kmqvp^DnS=~RD26kM>L-ckfgaNrgULG}@zHiUxHlq`V&Z8pOaAeB9;{_DaJi<!?
zT!YBm)la&{FEo7#Z5lQub{bmRU?($Qj>DXS^#fm-NI`pZNEls(|9A!?-=?Q5kv3%;
zGBPk6w;k>3z`XCi0qJ~pc6LD73PGF!UvQr2iw<Rw1rOfR+L1T8-;fCNQl(OvmgHf-
zs2{!PlE}Cu2kLD(Ro2qt24^Uv&mJ`QC$Nn{a%zbU&fFGy?J+~+S?q$!q5F=-1JrM`
z;~o5Z)TP|ll9&aS`N2!cIvS?C7o!HM51TzNT}sfSr%;J1)G4&x8}Kc!GaJt^!Z7p|
z4R^q@Y86}g1Y88Zz}X<4fG_AVqKNK)5(K}G2X#{2H~Mz_@vWbO%$<u#Tgw6;gxc1k
zQaUhn(-gHW+wLSPH)lpN<bd_{k;!xiFaB(zEGA79B)Ryt%8O@`kI0GqLwJt`DX8LE
z^XJ~&A9|5zR#O`J%aZQlC2?t5LR{ni-=o1<ZjF>(&QVxL)Y8%KKZfzzt+m4#T4y5P
zfiHlai^~l3TzFt)LxTeYCHn5k$(Hz5U|^7rE%G@9pHxArv945{F;+5KNbLrd#_jW>
zr|-s|j5}9&*D3z8Qz}1)`ZXxtMgRVw2GP-!r#s`vrTH+bJa;LjH^`*+9Wao)$8r-v
z-s@tY^BXKTXbmnE(!tkP)3A32nTisgc)$rq5ZDnrko507$Wn4MAiy5usF<PZohkvo
zP~^61I@)4^Mz9ky%WJP=V%7mpx%3OWZ9}K%l>6-IlV|@wIsI2J;$%ZcXbL{V4W1})
zpCeb(09Y*U@6Si1O!7xa<AH&J0rb*Z;0c={H*(?pc{ZlEyPtMFJkGsTr*z=qDx07%
ziUFAqm}!27%sgYT?5I3)oZzk-brp01vm8nQlz(%~r$VsZp2foU+e|_rh_H-=0Bnx`
zNC=uxS?_U9Ig9mWGFWp8fq?5~=^gw)ofwQXPn8mzyVSXaLY)<wx!0M6=DVm(z5nxj
zBqwrc=jdN|7$SQ5)`Lvw-KyrYQBs!U6;r2<&RalF;twV!PLVojFkt3N58D20!Q5kA
zm^DCR!d3LJE{NO|ZRJYJSJGOhhJ>J%r2j&3r}nR?<I4Z7nP0!E?APr0Y56b90HOoS
zSk0pq^>@pVl-|F;WVtY$l#fO3)Igck1%M3rG{qhDJ)Rnj%mQU4O0Nu^=em<AoEcK?
zY3ht6<vJC>Ah$uGNE^vZmHsXr@mI~X=%KY~1%RQWKX1quB{6(mF;52Qm*9`Z2hOKt
z5No2247{tv!;X5{KsM6Yj&3I#bZhm>)p0N)|8EXPSJ|(tHaQ$S%%~p-HTEjBq%xar
z8kbYDNQ-yoV<>|$2R*AVFSIcZfm@P6`pnM6<-Aoupz`O@RF^0nF!<jb%}qrG8omUG
zhd#zLdGc(Lfh#Hb!Fd2#-C6q}a#QG%rN=I!oFb_Kg-S6H$aY{l53(|KV6R0Sz1hXI
zv;ij`bg<(ovy!K*f~S1$fAf?N@CtPj4domwN{Ymz9wssDkO7h-k<7-;4bIw8CWd*x
z-`IN~2U{dRBSah7jy7w8TBai}y$#`E`5z@lM~%;D(pd6K&M6=>A~V&IC^!yyG_R-~
z0P6d3-;^4?!T2Z4MEzHEv!ki!=aHY5;s2O)4_!{MIri<}k4{ZxS=qMfnDMc(8myv0
z)(8}kY+X;H|J~HyVjc~Z2B*kp>=?Pi+ahk0{0`GDx>=IslWlg<q)F!c-+!{vq<g?8
z!SN@F{11Kb#y3wzj%*tmwf+6GOrfg#Q?d(v=A*WwVL8^HWB@YnV@AGYZrd}wkK5<!
z?TO=Cy^99tQ^u(rTw+edH{&!mQb`}wWBG4m3Hj+Y9=dxeWaelVCz>StZk?;J2jyu;
zza)}n&TL^8kRtJjy<p#;j>lF1?{CMjcE!(jF{am_t{^?<#@Ln9cgxey#G{)@zuW~m
z-&NkmjLXMU`Sk*{*8gvu8%bsiR@pC~Gdnp?rcIXhy%qm<fbI$S-)nST%drp_<6vxB
zBIpvrE_h%UR|2EeUjDy6-Mu>KJA)=*@!{%v@tTf)pA1ahdENKg`G@3D+nx+*Tx;LM
zs;>W4gd=tnnPRqhHXS8iz~B}^OqM?(yLdb5eQL0M){CsMg}&1OCZe%)T2@|OAZG=`
ziV~xR=+&SBSr6#FdNNh<jHYRfS7+g1njffTu$s%a!@|NWY<Y&+a()1Vlu@6vihy6g
zf=+YJ*>QU?FpQ1wmwPzAakVVFzQOVUl}xc2?~NLj@G_-s>H}Ogu&wZ)lIDMUmyugW
z6N`Z>z$`;C9F)Cs2XsiH-O`EZE1IqOQ$xuZ+;KzAiVlY@RBd_z93yTlT)42UigCpX
zD<l_0O~Vo;AR-EgEZDl6Ocq+AKqsRu+}2ZUsoXh#TrkDbG-!=GL9Gx@{24^2E_0$J
zNHuzHGp05%jy@U^@I?Fv^B-dn0K>+fK<Kmo@ESg&*%d-Ps{kNl-pqZ-)k#Ba_l1So
zFWQMlhRjhbs}x_~LvN4wqwOnF1aQn}T4>WIg7qS9j6<#&`k80Iy88O{ROB5a(+D?|
z8o9vN3Egpt-Xmj$azD|fC(*MfBUczc0A4Wot;G#)wsq?som=21Vr**amp~XFhmv38
zIEFq@pV4Fc39vA5geHKxuWsqq4P5~OIS9Ue`UGBw!$I*VEFt&$q-9yi6%jU&l<Yvv
zjz~qFd`IvkhDc7KZiFJhKFiB`@j#vc6F?pVu*ha-V?gP!r3tXA(JObsOcg$dfi~&r
zQ!_BiVYYGe&P$<x^-(C4g1zuML`Cca)|}6AKT;=zjDe~pMTP<SirpY-@9s{?PW=Hm
z7Rjr)&82zc<KsR%%VP@B%Cf`SE41yg5p^p#=#8qclwDA~U0Svl2p4^2n2lw<24neA
zbR(|;fA#X}Y{{RN-<C@jf`F6ZH3cEIaeP|PM<Fb6Z!bFy>Lp`TNnlQ#I&mVlaTgjA
zAtxRO?MBG_-WAycy9`)4K!gLFKVVR9Aj8fm$f@7YC+a!>&5YYs*`$Gn18JSY%Gt`s
zB`4$>(JVkq4Ahxn0A0DELozV3aR@R%ieLvuk*uvzkAJ~TA00YEr8?HuQsBs<Tg`Rw
z0(6_kP_Ki@#u=8z?p$44E3$oiKbT;UD~`}gTu4SrW|OOj&ZakIT4cfEmx2Nl8a1Ea
z?&ehjaEurJ5S<>$3ztrf4ws(3@BFEVncmLY+T6uD*9N1D=#kg~lf~Pjm;BV9nLpV>
zfDnL5_=?ZzRKD=!)L2%{(EyK!8XI7<t6sC9P*k72G-`PHt5Ez$CtC%IOLnR{PA1aK
zAqKIF{;IdPcSRcU@n9kl`J#v)pL3c{qfF_>{XjDQ!AYMd#|x{XP~NM=9)9X42aYj6
zlJwIr9sm<Rilt}J+HCf{wWkTki!7smf{ypW_`|9fD+kc(#>an`b0mI6nE-G{<>>0+
zpqYz7eS@qc3lp#R)meA!$O0LOY$+H>Ii3te&6in(mya*yRYoJMRcdM^vS|MVj^8qO
zC?IPnwjx@1rxc^wUj^LjoH*I~vmClu8I8<~J%@ciGB5D0?&&s|PyBw={(Pg)hpu-F
zql_V%O>)q8-fXcB-bWy(ozelfNs@g0%0^4(EKC^q%hF3GdX67GNVEKG(_PVSi_S~n
z#s4+W{(rEUcbFiGzSII2c+7TmfxNstL<#**lw+>%zO*D9J7kmW&=dVayFj(@<x6m@
zP4Q{8(&W#-SMq}gb#u}#BfM5!NqPXR=mhs-QrMEY^&T+ij*bqz*XUPr+&>;x4X;#w
za1l65MfOR#%XZqM<-x)@Y4f_2dl(cC3%MDegt0k1Z3u_0X`18Y)sWVnxI$T6QnG1a
zgDcz{U|`d#2BRAEm8Jn!*4xn@#umOAGM<5Aje<f&t9aZ<R}-c~yl7t&`~ov8UBaW&
zsSfQQRaKUZz06*sd0;Wyu1y9$OBTP`Y_My$^!(k2GcuMhK7X}i<G#Zi>&}1m=JJ^*
z{EnOHmh`Rr9xDuQt=HPMXV;2-((}*t?qhv8{qV+}?&SO5B-VPetAvWF+F5jskD7&<
z7~3?TR#bg0`8qMPG(4;`rXDR2Hu}`;hg-6;olnr^0I&t!RwH$@n$P9SBk-i5dV44t
z5kg)yNV!pbE=jJ1mY>PTGOr|6#0(%7qPb^M)CwkLrF1;-GZwqdW(F0-%5ksDPbi#U
zihrOeeoXeHkpGEdP57?R651RXFM3CHUw&Yz(vJ1h^=e5vTlqrK<2;eTD)O4B`vVF<
zi(2)R2RoEz%25~G2@l`qa9$>^CYbGeVgis*jlh?&Kz&ny(#gbZ-1S%-%RE%ZhF0#n
z6wRB>52q0t7H&usdPKW-<;Tfm;GLL&8uvq2X!q4SqeWWL`FunlgN6Kp9%x>5kEX(Z
zDk>_{($G9S!7dL@+iAFAwPboLQ7zox8+`t|_Y2GwZcg1Mg$WwCa}%s3F@YN(q!}3U
z+i}`#P0x-N2eysrOHGho5^9T-Kzeg<W}Q>#UBiYyjQnCpIOLjOE&mec*t#Uffv$$;
zu2knGa$vJZg#+in&t}a@l(k|dpJ3}m^$P0$M0{D8w)v?hvHQ9&>R6o@Ue<0qVb)O@
z<6B_Ma^@?)*IH2N9)Xd0ndgCB8r{|wmw~HACz+zP%x;=G4OUJ)E5~-@$d3wWBtkOb
z+0dp1MTT(+7Nv;iqLKp7(h}-FKbZI9J}=S_FFa^x2^KCjja@hnqBHria6!!Kw*0kC
zEwKK;sd+v=K19QGK>O|nU<wHDXVjMAnkkJ}@Fq-Y8f)0R!e!6yY(Zx=%5B&UI;f?G
zDpg}l#^UT-i<WrpJC($+>V0E(IZGiJw%G3Y@U#N=&7h!;L7TZL42iO7GZ2^@8wbZy
zw*$7>paw-mY>E+C!ANr%Cua8l=fu#Qj{DA#g;q(-C;hEbQu<$YO|TYKX)ZN?0(I;A
zO)Z}7+ilR&S2E_@_^xHw2|E@^mz^y{kvT@MqrJ~j=Gr<Z#Gr%=TU|A}3Yi}P=u<pY
zl7hZV6V9v;XND98NEx8#r{3v8TQLP3>d?HEo7>jj>vNv)FgPYC-O^4xms`Dl{UnU6
zA^nt<(61M^S<CN<o+X$f^BF&Sf~jm^e4bZAvhq+mQjh~|MyGiq3fuIQ@l1i0tkYb{
zb)x(0p!eU-32G%OBYQWY_-Y$mSh&Y~8rFI3e{P*`Ik~wXV0N#LA@;+O(-3_r*avOA
z(!kwc8!`!}VYRmGo#i0n-RSq(<u>nLwG$DP+Y4BmKUgydL0YFN>h4#=I5W#q5Cvj5
zj@9vGHX7N~%yCd2$9CtK`}a|%KJ!-f-@?iYhU{`$-djbrFTjn0_E<3^&n-olGpmV{
zn0-AqPG<1?fj}R(rp$F-Je~0>{r86xts*{E4^N8l5~{m0TY|;6w%g8GcTU}<zwE5^
zi4O}|;9SYPc<I)0j>!T`yeO+hvu5~?I5*<BbS~o`tZ3Yjsm=JY6k>Rd7)mZmDgaG`
zarJ8P_0!X2T)1E#m`Mi4??9}A($6N49Z#)YZ;kzwrgR%LOOllD=AV1lB@vCG%m;w}
z%L^F2u3c-!>;KZXN`l*N^r|K-Hpb+r2G%yb)?8Gh(1Rqq8d}<1HI+1QPVxcV)~1P3
zPlPk>-Zenh&zR`T%HrFO7Rw{IwI4b0>D}+((eF~Quu!PjdEFihaSg`AmaMbRnixDN
zRgDyk^~U8l>9@pQ>gy$A%A*fsNs8ONj@4hmrt@!uU2{|D{<5lzmoCAoiiFAnju>wl
z;h5aDWY*_Uom9s@cytk52k$;JrH#dJ-sB=ntK7Q6(Pd}2eIJo@xqG*ulY7qnl$68T
znG+K(*-`=dOf(xM9Oo>KBrX3s_Zqex7Kp@!tBHb0=(Xwm{(*t#rpMu%*d$Ka+Y=FA
zo+s|Kat9BljYjcPEiOz6LT6a)5HC}y#mUC@nf!=sY`x)Dk^A<EVv-Ec3JVJlz7=z~
zFwI9&31+c&N&sWOqXbF~yJOj<`NG2(=0-m*Mw;u-ja#;mJ(1VAH|v}y7c79U7yCLr
zQFdoIX|c^cU0c?1=7Z=@3tOjCYI7=SH|ILHlZQSa%8TdH2P|H?^f83FAC)XEP)yrQ
zA{u^uA8^hs3}12Yb!n-sGo2x8^;Fb`taXX9ltz4G>e<;wkoNaGtaptNl0CjN{2R=K
zI7m1EaoY}P(1GWcg%;d2FYW+e0;**Fbl67^1{lY|AU?zofT(QZ;tic2>`UIfX@Vby
zU_sm4P?Bhy)|%iCKz@NnP-I<Q9optNFR;lPK_LQz$^o<qlmuyLOkzZl?D<hN3FMZN
zBFRSmaXz~)l^!W<^0TX8Br7AUYgoZK`P6r-@j2cK8u?X8TYB8?1O<^%()&?S&`%JD
zn<P9R`yNqAhDAD9&Vcp>Ug}yA3mq)8K%+s8;7h9Uw;FAkdfaMwWANcn!4jcFXf0uc
z_4)JXMt}CJ@1<#ds_l)iY3dgW?iO;gokm5MQMcIjHfm}wH}@y=NRkFbBCw|~A+Z$j
z^a$2Q!@|2k@*KyQVkj-`4iZ`@2J^K1K4hV<u5FPm{dE&&7q3_LP1gc4oPYl?3d)c3
zA{rYT;f7M9mCwCtSlwZ{F-@#&h-`;?EO%8V{UxqqlGR^~`^$@}Dv(+`oz@s*WZ~AG
zdP^MBISq?1ff%ZpPL4PTzYPVd2k1gbFWvM2g#}JSIGL^S!rz`0a(4QlELN}$s-@N|
zmMuHd1Ce6-MXMjJyJLp+>H7F45tU{J48AWv4LPsZ(WVGT{>rV$4ESOg;%a@DkHl@u
zA*r%j@Nc$w^N5p^6Ns^HXjy}8u#k4$2<G8QnFMke6N(CWn`Wo>P^4(LUEZi$Tlb+(
zL(MgYEgy;o4p0;UERdH!@nsuyzaAPV-UsL6(CzKf_<2J^!?{aUdt3CQPc`KX;d=65
zCIvl90DXRi8`N{|j7A>yqu+Id0C*ULn}(LY6UwdZ>}<tD<yvTGJ_9F&%y5J3m!X3?
zg492Fx>u6?AG!(I;z6L_qzIA>Qjhuzy>T&N6`Myef=L9^&%DD$a|sAMij95MwT9jC
zyI2Rv=1Aju!MlN!V?psqlWnB}UM|*(Rgq=BlLadu9x0vwoNAY+;K)@rPE@2omtVYW
zt=tcc!Yw|?3d)UR5%{1!iFd>R7i_X#DmVKWgwPvBXSU&lqPQe7rk&x3;+`p49DD<p
z(=*7n%nYl$;G&BZdNOgVpqgr?UdiZ02f@(rUZ{_8TY4%UwlVE%9tI|+9O&bTtJC-H
zhRe)a3r|q>`E5-U!0Dx>^|3g)u5j8I6VF&`&U3*>^V%DR)(?HP=oyBF<$7Skr}b6*
zTq~NtJoDw;gA`YixKRVw5CRtiQqT{`{HQIMyDMj%P1cG;*|AZVJS6j7TRXBr@N)QC
z$I5qccv})$UZ&Ib^mVrq{9iNr5{@j$7+o#-ZaC!V2TERWKvI*Php;TgP*L$(<)bRn
z!Xy$cP+-a^w+U>eK}8C}6<W$pdU|1%egRvthX!Y(aPZ)*EH!iq@#HI}#rG|kHa&r~
z2c5Utm67Pmk(XZmO|b20_hR$+gw)=nzqr_S>69rn9WgSgn7q!)occY8e`NUD^jLjF
z3_2u<FkkK6yU%INlLp9EcNs1N&u68ch%^S};n*^5ezZEzom_rVtv$OQ7*#!{p(9y)
zM8GR~dSTJh2`MdWjpD1FwEzKQI1Dv_=N#<K8xu)yflGiaMWV*uJD{+lVjjpyyz|}c
zC`7<GhV?8O*fwuAE#qxa``hIe)<nU*25i&UGpLd2oHqX>#zbZ&W1YFZFR%KDs{s`?
zG%Ux1DEi+CT;=}ggaZ6N2>^$Q8hqgf`aY1tcI2K*xqkke)Eqf{-+#{U2emQTImI3i
zVOpHP)P^Y>Ga=L-61Yt9eJKFlcGRDmnLC8B3r-&O?gNX(6%a6zf<RA;+jMTFKwc7#
zA2OSow&}Mv0aL*gg@p59Y~@k|H7qhmmJf5~(TYX&3TL|>GxVOaD&q-c6nX7(0kF<}
z3P<`rq-(<dLH~mrd7!Z}0V7(m6CIu;-Jnp2ajjyV@ahMeVlOuChIxb4i}fMd_3;m)
zGnru&4~xEc@90{?b5jfVBn;?ad|@eJ2L$t_XizUk<m{MjjEO-V+@eBnUMnt!DA1QR
z-0ZQ&NOi+-o^opK3-Hn6pvcXrpdSII+xtgXtQg=1XX>xbndzJH(IudMV^BPo5aUnt
zhJ>w+rdG1FyvCx!we#<YH~`$l!=)cEn_f~GmWFWn0|1i?{?AF@jXg$-mn^xl<KhuQ
z{0fz)DX{(()3@*gyZT7y#cR@*uyXNY=;jGKtC9u9JHyL5Km0e|*p*a~X>#C})eam5
z(=#+A<ka4^hhb&FP7H@QW!ncv(abZRPFSD59_*Jge5Cflxf2_pokO@jZ{)2#AZpsP
z#0rehnALmVfl;oJs3pYA7>|<x`KlN_9`-AyiL!Iu*dwORml!#IuWy5`Le#_<&G`p<
zE9I|lkZSJqn4fg+XJov4nd~+CDu!gf7%6nfwdscNsX>l&-;L$Oz*gUwVN@I0RE~sW
z140Hk+gp14rqHR~304>qkI&%9fJ!|EWfL&B>Ld5l^-Le^%?gI=E^hGdrWq7jp%wbl
z<%#>z=Oiy9?0sb4g9ifY^WE}aH>pqDuQ?HTHF`W^@;lNK)aH$D;HWlQ??>ruzT*IB
zuJMuy9N+8fFbZ@z_eO&&3|$=aW0G7;e*BjHtD4=c?M@%?mBw&M?0>y$aS`=1bAe*k
zxd2Dab3(EV_$#;h+xE0`*s6zl`g+iu;I?mXIFb)-A=GN`AB9m?!9~M);+H!;0e-$;
z+81~Rq@0juNsVq~X&7c5+qT5_C6+#phAYN+YX7^@t{mYt?37B$$^v0{6sE*bH`fsJ
zhe&KQB)N>6p=Azy;&}U*4(paJvDnBBiny&ayQ{c$>pt)ltDU3`e=n+ExD#L)DxaxN
z_vq>AaZ6UY2jbH=#|<yHICnt8alwd79-hyBY3cXbn;B(6c5)UyXGV^TnrLrng|bXx
zU@O4+(B=A=MaK&IbDt6R=~)CJ_U-t50-Ych#}DVA`gB67_}%C;+#2HH&5)3F>(`ra
zzn~8|+@p54RQ20rm6Frhfa+dL9?Bc4(Z)u@9T>SFlNbO5@oMosCLmCTrZhiFKafpc
z78M;>r^vxYE1%6Te=tl!Q*POr6H6_OAG&h3R0WgWv{({_dQTrC+N6zv>~VUmHXoR2
z(weI7A>-r6Pflz1Ohf!%6n|}Xl2!IvWcdK^4W7+qYSQmvTrr;c^os=$XHY!J0w=Vj
z$-og9TCjtcSDAkx0U~20pXu@oA>4jSLnaHsl=8tCaptgJf|g$zo$p*fhMK&yXF^YZ
z94y^JEtIUS_)Ai=+v+m1k<)~|j>Xx(e)a16sLR-*H)UnD0jZ$(DAmN<B5tAak#TC0
zvgI!bC-BVZmp~6GjvO_Z=-lp}O)CaK8<4_GQN8`51q=LbBpZ>dpaX?RX(zT#=ORq=
zA2G71@W%dYIHNQO6C3os@ws-*75=bCOL#X_@XEsyqNmq;n5V5lYy3?~$?0QTLBZPr
z?gUcC9l6VDS1>b=qvf}Xkx}g7c4PuOd!+gl{R<r>!q8eFdYxScX`5wzi!Rj0;-beJ
ziXKEJKC0xR(V0h#fIvyR*B5Tc4F?Wo;^zh~?c7v_Jmo&53iR3p?1bFG34qi1DEy**
z&=Y{RR5a#EjbwQ<v9aFI(BeS)09SSYEu0#C*;Deq$bMAM3#gb)jEy&Qa6mJpm}$)O
z!44$aPa2Vl0!7*(cL@c;(xS=%Kg$!SQE``igHx}&j||_R>S@W;K*_j(aWoiDIVSOr
zhWZhNFsSgrnAo|l+(%#)o_Hv0;O2o&pP-P?5K_>sl4NiPGn*$;8`@2wrBqLs=KQyE
zx%VW>WuD;C?)NQ|y$(nrkqJ!`u@g`X&BB!k`D|>u1cB1_tw*Imqza7mV$u8O$4<XV
zF~J(a(_me0UH1@VW&Fb*ER(<`@MiR&KUUX)a^R%}8&RpYnX`D~uYi(O2uB|n96YwV
z;}L=`>f;!Z<r!jbQxgyjf!oSL@6w-3-4(GKSrO^XL4p>8|DlSDM1EF}R5yjXbB-0M
zcJ`!g?&L^)a+E9><5FkTaPm@_^0xp(0~3}Zy5R{BnVJSA_TlOEAhaqgE1OltejKc_
z+&BZa*e6|Kg*zYuo0UE)Nzg@8&tHd9s`G~9cczCBXb{lvRlEN3Q=fCLVltN%JK`?I
zo#41)X>|EUfkx0f3YlagBEj>Gh{&|@!b!67)V2sj#4;!>LsInN=3e!~hxwfPKVz%J
zIq5CsSa6damvp~=)Zf%e4&<|f6DbKNYo8tUmCV5SOk`v@n2G4mDK%?4?^RnDU~|;_
z$gn-%zAu`1X3tM#m^pvGu^*i*4)zKdJ__TF30us;vsF^^FAS@Fv2*a<UZi>3gUz9F
z07$lN|2N33GRQBgC0W=E0%>!|>}C)+lfG*O+ME|T6RiX(x4hxkeZk?oP%^Fj%^d(Y
zsov%;?0|(Wg?&UperwNnjJ;ra>Z--C1cSWWw7WE=e?|`=w7Y<EP>cM3xTfeQkuw0!
zTr=L#m!F*QTE6PPU=GH93v}TsOHP|3Ng2y$wop=2Q}bcu2?<Npn}L5)O^z=Eut3nG
z%8~&oByM;tj!qI<eo^~dpC<U#b|VRLfhcID{HEK&k;vG^b8`y(e<AE$BPf$S^p9j=
ziD!(_YDPwyG#<0?y$VzOqhNm8UW-mN1wH^ghW*V*J?zn>Ez}Nw^ZWPj12(JlOvt56
zxMFIdQih-DD-CksDFoMpFV<ix<F!LT^L2(x(TzbyRZrGmQL<;OpIpPpXe`*kfXO!W
zmmu>8nO&D!U5DGHYP~HYRk*t7mybiLldqz$T!Vc1;-{0Drttm>#$<l@%^Ux$6TboM
zfIpKsz^#G0;5$uu6`~*=)(jZorg9PZvtuqh|9)9QY#W7t!1(_dx4hbh&0aTy*tTs;
zMg}&QpT%|LV{5CCmn`Mh+Fu4qq0ATj*P7b3twbDJzbKm>Xt=YaQ6xkBrR$ZEo-%r!
zc=I88{><MUC5Vj713m8<<Vjpo{b-v1ZDcdmTt{D_2muJvHCQ;Y0mlh?t%dBK**m*b
z*52LpIJ1(=&<pHPc+nk?pA=O8x-q%Vy41+J>beB=Z86))Ho}coX!9vt8;3Y+lhrM}
zy_um|mEwbz9mo!20Ywy;j^v`#AMiqX=F0GiM1s3$fG$g58~ZIj%nHjNJSccOX4R}+
z4cPO^z0m}A(|Jw2mk)PK2Axp&NiV@Z1DLQ$9=pQhw~6D+Us<Z<3D<n;y8<0^xe;U>
zca|NM7Gc!!`2}}))kK+9>^%Gpl^b^*Dr<xdj=j^{e&yomD$QNhqLZ56UGoHrm=(`P
zTz000#ev)`OE>Q>+5@vaB`|vKqPX~%l1M<axewD=!J}G9(%8a>t>SG}{~u@H9T)Q2
zzn>H>q$N^Fd+)TYNJB~zMMGLjLlPAY5-n*+N<>TA)2NhWL`g#%MM5djpfrBhU5<60
zbB^!NAK&qMJr8w%?)yEi_jO(GFq4d|to{(MvG}^4OV~{G1ve~xM*y^Vwv(Q&?vY1<
zhX9>C5E%ag=?{vhcZ2RbTc?noJ=$Sh{<AZ=e#c?jqknvd5fBy1GwuOTYirxNL5e^s
zls;s<;oLU)d2+%O|KO0PCv4)q#_oHuAF)hyBlCLP(<Z(Gc#GEVy&7wp68Ywu*R~26
z!92IQ`iSt0fz~iBXJuhwSiIuN#ss~oZb(q=cIz7N=v;Prhx0Z1XH&OlUsmC-#a9mu
z36W>sDvgS~hskKLr3vFnbaq;mDWXTuDMzrZ=Kj$R;k6{G9Ka$C>o+@Bs7P!6H6^$!
zP<R8)GdKj4p>V+5wV9`vR@`Z2ys;IW3E0+CGG71QrczMQ*nG<_B!*G^0*H@SMjXU$
z=zDkX(u(BIflnvs?eE&lY=PlIiv502lU*0BD4v;cq&YG+#-`5ho=JnK2eY!C1l+9=
zhXXJOH=8oo?aA|!!yTA@4IZjMbX?ts*@#Kt@>IGAGM|`&^Wq}V<(~QUu)LP6lN_Ec
zCL#hMq}-ydUtPfSUN{hcu&1FndQ}N3DxwY?xhUQRLM>bCZLH1-oV#gUU#Ub-G$aYg
zyxMYO2k3g)dfQ<V2hv-mMIm1xsZOZ{4k^*-I<cXOMU|ko<;;@_yL^XdidxJjVzBtb
z(x4UTNdQwDimU4a8t(z99t8Fm5mWbOKn2>Mvd}y)KjZ68YaoPT`(9uIjM=8XX;Z_>
z^({X^fBsE7B_BHUVH89439DGK=yZGNeMgXRuys`;+7?om27HUSKl~QHkCaI5G;C>4
z0E?FXdqq7+)MN$<P;omHGJ}cR^KH-cb6B3K1z3!%pk=xQ%ddwT5%d*{XUWTb$4P3V
z_35~Z66?66tW2^}ZYlL$zthD_J@~zoxRL}$gZYAl<(W^7;oiQw9$!>z;W&_tqL=FZ
z@P%qFa?6caB3Aik0Dy|gUS`oF!b!Gowq1Q)@%S+Ys8Wkk*5M|Ls${hQi$RIxRAiU)
zHY<W-i?{8yW9-z{HQBp2#D{9y%=3i;&~VWQTX@aF!Ji35-gT!->zflw<P5&vUk%WS
zbu&FZJyN{T;=Mqa3=*bi$_{Ek*<@>?UBFlIc%1Ui$=&LtEy~K%>g8Q@TlVkAk1xuI
z4M$Z05@$JJqFSR5{O&-1;WCPPj5Ma3zyC<z2G6q*t_UnEl2e6T`KG>%?(i8MYM323
zH+DdmBY>e*U0qlghGGXhdm<qMfwc8_UG6npi^O(-+-PI~pr}`xVpxu9ldxupP6_|3
z5x`Zi`>#O6)U1VqOr3Ot`(qA(oh82Wy4n5~l#2B0$VzET>L$RtD4ZIgfVRHiW(CkS
z$1_a>j1$(@bv-R&o?AYU+znbzL5(smrgnLg(c8~feL%iYS6648>n7Vn9zd{OuPbAG
zi%8y%d#^sS2kXDg^cqh+(5(3pxK8vQCv<p;>u+OJSpZ!DoQBxeKgG(}O)K!vJWHdW
zwe8aP!s@bYitj70yH)Sbd0vfOv2QK+{1`jGqcN=@v&3tpDODD=5sO2NIO3Zz;oqYw
zM==8}5Gg9jA8&8+4asn6>i>=X25#OyZlhhR6IX;@ozvX3uD}#TO+po&yefv`vDWRl
zuP?wrqmSW4)4h-Lx!2?oY4KZy%X&}Tzjse=Pi-eYN6D*GO0d>*=sJEt5m@oomrU<?
z#)l~B@B_0bAIiMnGemdz(pOt>u?K)I11<6>?$PBCke1$3I8KcHKpY!b-o1d8^}zck
zNsk6*3DUVu$ERqB%TY@P8i#{^RUmB(xNPIbpqkS}{a96%FP*#`Een6vF(5+OVqsHH
z0)4tnbTVPYrPI3-8#|yOG;fNI9ypQsP_O?Uz|pDCfxH#eCHN5=t9C4S@0YYGR_Odr
zgh?)8J&iF|;z537<we$I;-8VA0`8`6j`w@o+|Go^{cRYS$2Wp2o__s$(>n!0&D(X-
ze+>d<HBzd^@oA~TnuhJPeX5RhowI&lF>9&rlV~#CoBG4}<lE{04`_Me_|0a_(~g_Y
zF?tE=5URT`=){1F-opGAO~_+_9N;gJrXD0U?TLQjrvBO@VJM`eA-#IZ;!r%)K<)v`
zp+5BO&^UQudEn$hIlOClht6BPA`3Vla3!*5&&pG^vk_hrhCNQ559Yt)6^FCY;n!!j
zVG~0gVE4%$(@7yAp_}HqnT;`67dY;iKM4_NmrHMpEDz5*2R{fd?W-))!?>UU3)`_W
z(Red442AM*hhuR*+#9DI?LFZr1$#<p(~MAwQa?|z<C=Q19xC5afEtGxs;0ixzhM9^
z%+GU%W^N=;U>b2z|GHSzRU0V|ca%sPc^N<X^Iyo4P5`a)9Cy}=gU=3}JrGK=l2A1^
z7ud;cr0w;~7kDZQN?sDeOW7XrH)Rbx)Q%fhB|6OBrCG%-F0S+CAS0m&bR;GvlA3Y*
zp(@zxrk&*J$p>C@DxdrLQ^+cXJ4`*WW1`{0X@OQ!zQ~hK1cgj3wtswqpnsE&x-s2_
z3xWq;@<hIgUa@Q>xJp(#rHcH!H4H$wAeVREy|WsDJ@{TKw2dmw6jXFZ;Zv0mxf7I&
z5GDWjFmsi^>5f~Mpz=vdO0u1#5dN$4hKHP;)<PM~!@v3rizFq*#kGGfnJkXz#6O4k
z(0uDi;iYY*2!98?Mjn|$Q!6TGgGJyG2L!~#*d9CO15^NtX_A&Iz|U_D#}D+hVXSJz
zeYdP^tswmY)s{Z8y2;?vY=8_vT1q<NT83fL@dIM8(aup{=-J=Z)rJ51mK6!ZW`GKU
z``>~r;f_y>9_6l@j+T~^>vGJ!n9kCl{!w_u;ijE54u?@CfR1d@H`q1L%UD~<|C$0X
zvV^869i>QR&yW#|2GEYgPeC9#+pw3QPH3LI@D!70V)QA}|9WRrbV7UZyX5-br5jTW
zVVAyW&X$+>3-Scccp{?F)6&j=v}FGLU3Z1;6UXlD0(YYJ*qO^HddwBj<~UeyirD(|
zn+7J)3-3T@*ko<#AKaM2%%82i?UiqNNR_NkY?U?)*rRuWpXw|faT%^Dii#~ZWx#k^
znJ9Iae4ivyP|OJaXXHucHRn8)!6!tsWrY#MW<;}*8jqoF%e%G4;r+sk#TUSMcW<*)
z_zQ!_m6h*7F{;^i4K}aF4;4v=KBj2H<<=RB!J&pf8SO#*_~7b{MR4wq(3i*fnQ~wc
zbTs+NFUdta<%yC9>Peez$440C*V%=+SWetl!aC}XLoKWJCAwTB*gkexE?o^5&DakQ
zXQfRs%BFJS>BgRP1idCp?DVkJd4LL!_VCS2z;l~7hpNzW@(*7fLnZ$7vN9>a!|%Tt
zfYAcSoL6Kki!k>yU9{Lhe9EQHI_<Knb?kl?<=Ndf*GfP(5SbnSF|wXCkb9x5Q~T;{
zK^wRgEmH{@d9i|6e6|c2xM%4R&AUi9hNgDEej+hPZ8|!-mh1cC>$cERT#fzq;ONeu
zjxgI_wZ(e>2Q2B0UszjL_u5Lp7^x<h4`SWKSlSr^xO;z+3#+?7odWJfEVNdbxVpOj
z+B-K6U<D?Jz2HqFSeiRKJ6o&=syZPHM?2szvGH0XEsv1qn9-v<bLR2DekXfGV%rMH
zr;QIjvy|F#!|OAn{fk@1?nT02b8PzhWS5jJ%8GnW$%VUdH%BwMC4n7w`pwQ9HZ*yE
zd|5QHkTVY}Dk{QkfTsKqv<#qs@$${sOOp9?^-_mibyw^Ws@|6He$4EdPrkYOVm5IJ
zH1j{TSiyWV7x3l!id?X;;x)(uKAl)a%k?}e_%9e>YM<Td*|%3)uNR5&jjM!etRZn)
zv|%biC3b$rzOn#y$~+HcWR|_$28#pFjRmXX7cVl&9Mn%#f*EC#BhwZ=y}hRbq)3PP
zjqdR}UBh`YB9&oF@8HH*X8sQ4v#)$R!SitI-kVXgn=$16ZsXP#SyT#7-wJ7;Us3be
zmx5)(pOuN$#%?F>zgj41?i+FTt2XS>E!c%e4`u-A5SCs>+$7<+Dtz<^?D2@nU3f=9
ztAn&c1LiSgU?|-a=Y}?i*I<M3r7Kr#kVU(cyfM|<Jya-s{Kf4Zmr)#J=ST#T6@~>c
zCEy!~0EtDgZJ_-K77v%}75}ZZZu0wHsU)HN^f!)#wdJ+G2R+Wn&v~nh(E677?F~5e
zDp;N>(gws0w%4119>glc3Pmma3kE?C0+dJhYy)31Vfz<n2m7Bt#9&WjH9iEM`1a5Z
zQNyR_$EYjNn;7ivlAjCATL)vyHf2SB&Z`Hz>nlR@1a|*OOKok@F2ICXSy>fSLQ3OW
z-knqA-&E$N>9p3FT5cQNdO3L^p@+KOP+dHl<D^Qk;G3GDh!iOBP@Jjxvogg{|M`4Q
zPOP=H^;g&syvUL-WR7Eox{i)~c>lqYug`$0ifVtsOtk#oy-2QCz{_P69-^GCOjE@K
zrmnU&q4Ju`_vSm^II@9P87uFBvsRUR0D}DV=@XBdkbnR?Tm&lC7jhYeSMIMqcJ2E0
zFMc|?cHQtDTp#*4R*AnqOr=*7drYngFqsin-!y)j)7_9R>}rYsKx6k_BqP%I)|jEP
z{WNmez<SGlu$cL>j-boQ5ePxe*xl(L7$_aRj+upp*xm?#VuzA7iFf`3)5q!Q8dv`c
zUQ&S|OrAJ#f<ybVe^3x1&<`qG!5y8v4l}W6T(XCAmXC3qfIl~8nGfg0zd$QYCH2Dj
zk?1CBHN&-dvEPUaEe#16k0CnLywjj!c)F>YMPZ**`27&(u+;1udRMY;0Kib2iN1b^
zIfV)U7i$>{fK+?u(yq4rLu}0;;vgX=jvhP*CMYl+vBiSQ%3~N1J1;k0hLFF)1Vnjo
zrXBYvuj(}|!QB<*)j-0m8XH5+hFI2dfM(7d<7*DFX%)|P!GA=Ca5B=y)G*yn83eDu
zb9+%@2#Sdna5w#E_>IChIzK&j5PuJ)8+bx_h0g<&JzI7cVXCUOrMds+-coL4TM7z7
zL$HJ}Y|Z<Jd$B6*Y4gg-vHd<~k&(xQ)!#E$fxIH}Fdh&#x0~;z@DnKV-|Z?V%UAZ&
z{S~S@T_rR^4dLovYs0YWt7(18iQy~rW60ROlW+dlU{!tndMx?t<da<Y#iiz^Y2|H|
zAFpF)YjhqQfs?Hn)%BHBwse+PY`oxn{`Ah-F~Y~`V!mQTv5@oGgkv2Ee>M-Gi)mWS
z<o)muQG<lD2VFiqR}mMl4!8oVVR&b-&Mg1|TUc*oDy3{!SAPKPFa42gK5C^s$4sOv
zu~?vLtP|mwE>l%kmzXA4RBcX%wE&jN(^`vJH_Lw}rvKFQH$8<4B2XxN%=N=_P7V$`
zt7jQ%c3}%0Jo;^QgnT406*2I=(S~#ooCIA&M&dzXGtM7x!go?-F$>Ee3b`H8+V7h>
zz%?q6Ib#ch7b=5y7(ZW|dJ6%a8hFHu?ug6EZgpqhg(hG@)KR4!;rfM=<19BgH|kli
zVR9z3=uWj?yzvYaQmiqX0K($bn@oF`@L*OG%5mq)<;$1Rhx$+}ALx$At=K#Z-<x6@
zL%5MEOU&sv-Jd5xvbXa~3%+^$JdJm{G%uBPSy@=Ha~=T+I!CP$)R#t^2bkD2|KaJY
zr^%+Ym6Y(lx!&qf*b9HuJp1&{$b*QYnP4~F%tN=v{1}Lie9uu{K0dnHxp|M@xx2n^
z+MH`um3rrWOTN|@>j})JxI#7@;>?>g(l{UIN!+zg`+Hsno4_cvn?PTuSeTgys=X%a
z0`$+;6(|w-suQ>}Q&-t+M~HTU`Lf>{6d!f%p*>uE1W!!PVrIg3X6BVNbYA8Qk`rHO
z+(4efV+vLS-#+v}XuS*8+4>a6tUPjay&Gv?c&cH6A9Sxjx5GuhgshM-`|avO8g$Qw
zK^y-B91jytNa}nsy^7`-SB@!MAg6>f&&!8Kq#aOk?A%k{NUnc{9?)z6aKd*a`PFQ8
zL>_&mP+idwPr3`IuM|XGeO*)iu}T{kKyg&*L(y_OmsnuCHK$Rl=lx-BIPGK?rikj+
zs@h0H<O4gfpz1fdiv0w?VIv!(+19sY?>^Cgc@C#y{bhZ57o^{WgoH<Tu*mmr<y?>-
zX)^Dieg`F2jX()2ZeS09O6~G<?>da&tvIOM7!ezb9mmYlS_h#MD8Jr+n><)rp6v9C
zo6PoODdR$qoEgsF2{ihAZEi=<iWr?Gbrxl)iAS$&54WIJoccICYO)1_5dH%?M_w(N
zw2@I$7<ztYgI(A%O+@^Fwz+&M5`nnLCr{GEOUi(;cQ$4ncZX>xxhduhti#)an#2bY
zLO-}TQDIc{7iDHa0Uy?Yl)igELnDQt0zCSU;x8WM=ea7H1TDb+!~5Y*x5s4=W%+|e
z#>qe&7R_mf<4%k!r7l=(Q{j>Hga6b+obhQ$0OZlC>-#aL=+h~5s4b@r1~9g8Q|8J(
z4enq*cP$P?G?HIYaTEhWgLSozAjW`TWDB#>f@AQaVVO`se!=w4ya&NX%Ohi0kE9xr
zA}jbQINu>F*UEO~rEYeJs{PS6<6I~Xt~`WhZI6s91dXKnU~kMNGsTaPwL9v_trq(p
zYaZtHY-u0&UDUgL7&JK%O<A*23LkZVg!uv?4>4W~7ORI_rzqWYj0g21=-w0D0(Bkp
zS?L;n0ta@F3OXxAC6tN4mu|Pru@}U|SKfaej3wA&>cMv8y{Eg&>u%B5r$>~jWGJ3|
zY<WBR<ljO}x-7O&ZQ3+@p1x-6g%nrrOGaGdEXvC^+e>c6w|Er;vZO(LybkhD!&^np
zm4};b9)Q|d-*uWoA7%A_qLr3$vKry%&h5Elq#^i$jOpfV)`E|cp~xFDeLF!GcQ&1E
zkVOp;dEvew*tq6_aU<wz!NzXI_W~)T{L_YY>mKwTU#R4owml3@?YWd&O#AT^Kn*%c
zeG9y1wHw2?V<I9fWbT}tzr52*VEw***`+;#=s5Oj(L5lf#B}iw7GH092EjU71C)Ut
zqJfoNl!X6j;Jf*Sw)`^-m-Iu$39)V{g{)<cU9_bZ&f{BnxgH&JS+Cgzy4)zZ?AI_v
zgR`?|@<4dZy36p;qur=kcg@k%UsAuxR1$+yrtQU0o+xoHo)Pk+#^0K*fp7x|*h%qF
zoL=|f#(ZYlr=Q*?x6}ID2BzS^7r$sj3PU&tO9<h74<?*ys(=n!|1g|i*_+3gn3U9#
zWq>&$+=m4(R$HsqGnv2Ot}pu9S6F+;X4MvvN~j&eAXQQc*+MpF6wHOw=RU=+lca2H
zVv!+cXsoJ*G1%R7*Bm78H3kf-$agsC<wfqEIEj~Cvp=YOZrd%R3Ov7!A+e_=Kefge
zg1$WIWlO2aO_<_q>?@mnj1b&e-N;0M@m~Im(2k+7fHxrL1mg6tb+4#M`G&^E%d!=W
zi4GfAu{z8i(2u%{)t<X#jwJynbl&~o^^iL-X6mj3t@hV6f-aR!1kCRdX<xzF_0z?@
zDytD%oiIa_1P)izeC1KWLu)U$m|u<Du<E|NJh<s^-=g9UlfAiV$>DyVn$rf8CKRj9
zF8%j(?@~@p^dQj0)+__QM@kq`bqu-NKXAK&p#`?c&?bO26Us$?P;)J8{aO2N*ZCaK
zYqQs1(Y;iL7Ys7nD%2-zFb|QN@83HQg*)>jMlLQ-Ad7~QLA3^%$kXN(<AB4eU(Yj%
z|By3qNEw>uR2*pxhP5?Yqv4>9CR}g|?;?Ve0Hq_NdHs8cZEWHjtkSg(x(7Rn2?&f6
z_-Sd1O!Ph~<LgO8uc-ree?zh|{+FXYzI{Ulpyb#0PWR!rS`c*>a$D&fsVi9}=0xX}
z<pQ+WRdEF+aK>+xButE+Oa<h>o$EEs&fdPo3o1;jIj~5=%)90^oRR-D-|05nXv2#0
z=o~xCq@q_C)d&g*WG(A_dh_51F~;i%L(aRw^5X+Yx3uB|mZ4&JcVpLLc*Ly&Tf@3>
zeZ~tSdEvXPfE@}E3}_3@XXN$kQPQ;LT4R@WLO*3~bOQ6d=a{#t&On?MmoJ?Iapdi{
zLMfA<blPpdm(xSz9rL^x3)cZ-*S?_vo)>2SRx)ZR#b4i}Svqx|NMZ8Pm(GV}W+nY}
zn2RqS@9${=EW<D9$BLas<w?V+a~?iy|1v>`?;KNFOEx9FYo|H%Gf=jMKM}P<>yclc
zynfTp_(}hdhm;i*6qshVJ;Cqm5w8W7m6Q@Qr7oh{e`mMgh6LC$aWrUNFIv8G<ph9m
zIi8{<FlT5jZoQ7&(RmM>F3&Y}12x#}z%)A++pXXXZ#Ex>HsU5lZ(YVFUm>voR5bU%
z*j-O>A-WJMwRv=OiY{+YM^IS7zI=~HIos(59+gA=U9Vp+obv>P8UGoBP1tQ(a~h8;
zM}fzT+?wf!f28dGF=Ws17z<$Sl#<vzH1mceB~9j8ePtbx_kyjSkZlVN3<EaWQtMJU
z>U55`-d4VEoek%@_!(oaeQkm`RN}uOmk(h4!StcR-M+LIjX~8P9%>tKUXD3ghew?K
zXJ{S-Wz~llBCK3{+8I|6kV(=dfBtd4^H9x>Xj3fi82O($h?atLg;S~Dp~mH7mnXoG
z@|PU_{6U;;H>RXayI0tuo-_|M^E%_t1yMEgR6|u6A_mk^v|ywrk+{n>vDj$eT*g%t
zjoP^4?OSlqitug}LEfr44a_C$*Ykr)p=GvfcB;Mu^)Qq+!Lw-Q&07WBsGPy)c%zok
z1^$&QpWDpR#(MEKc0@vplX~(=7wN7Yb30XS4vMGROdIe*>Pr@oHHs3l_!M>)mQIJg
zjuR3YrItK|HNWP51k>0EMU^e~pGm6!UUqHSwV&*=l<|&zu{1`?GN9%V6kfPo1-w*o
z7?S@d3NOTwu7P}Buq&PFmKHmV$UYjInB$RQL{Dungq49gQs9b0BSB+v1)WzKgAlud
zb3!S%4eUV9KlYsSy-%tPf$4>q+)cgAnQ-?kEX838an3U-fzcN#65MK3B(J-=P!nP&
z0BXXi>@Y<Irz|6M;_TEx)UBas)_kqxLI)_bT2C)5jpEdkmEIS@LILf9s16XSk*BUf
z7=VWZ_YKEWbD=X*+ZNQQ)p9Nwxn51$27Y{e@_ud(cG^N(KaL!NYPFdW^rv4W^|syE
zVrCnS0jjRStoxt0Z8tE8EUm@y;;R3cemIBZxVR^^^ra$0QR}Gd@7PEJLRlA?9oi6~
zH<^l8I;ogs%99UW1i@m{={c(@{xD^ceUuyxLQW-GO;<KA_t^@%;gvKBcnB|`iF13G
zc-F#FcMVV+Dz-~dGh)KB$+~1##{wy&G*&jY=*36CD>IL`%TC;AO83-+>T3IzO}Et*
z6(-tQZP+|OJF*DQ2(Nx4y(kBhHMtX1$T8pMOjN#*K5cw21oPbNG%TUt%Sh7?Eb9TC
zSqgrk4|tEDzhTXwhNdR^x6Ke1mOffm^=c^0wM!6F>KcaE36TdMU2fTxBI0mea$Ns9
zXXXCGY!GiqEm~cN3BCV95ogdVd{XuxZ}JKsd-YX#<K7_<|J;6#v1e2qR{XD<jBB#&
zbVsoK^V3ls?nKLd+8!-4I!(sae*jXDy2}1}QL|q@UE2qyfZk6Scw15*0s)qq(grMU
zOG~GnAYef-UdjzakQeXXH$Fwbl^shgT`Mk;t#WihsYWjXY{e<J_6sJP@x(6n>Zd!b
z<&HRqLhl{;!D^~7esAeI?M;54DY(biTUTG7_+7bP;#%RfTGJ2G=Y^a`&71aDL0AHX
z`b)Ag7%&uk@K|>25bk%^X#Lbl9zq<rz@brV*q+YSI(`G=+x=s%r^`MX5^9ePg*JF%
zJXTqokSR;wlitp7#^M*IyC|*Sy~b%W{BoKzAng5HT(H;=Sinw36^<kh4jFCi+XS%r
z8uY{M7x5ysj?JK1@dtpL{w$+#D2nv-^$}#L`wr5A<!<S7{23bEGzyTgnQ3(8ZW(Sd
zM<+{(RsdrA*vFp6-@6&@xv{5DFO_h>vY`ln+?v4EtcM>8vTN|)Us41XfUF`>1>mmM
zfsq;PcNji$_H${YNKZf21JJMliJM=j3sSbVr%Ps|ux{%h)+?S{Vw3?)m(a<HFXr62
zY&&#PKayjGPX)&u-M$wkTfd!au=7ChyEk8YmmYtW`?fhZxrQPd9hZsutR5RXUWr07
zP0pcQajT?^#m!!1TDUu<>jW#U^mW(YYgORO3JQix?@cXKxW}589KQN0#$_nr_efC8
z_@Nd4mz=fQt`@vn+v=&~gn1lKRu*uav#fDsO~woqu*-zK=>QFgX3>BJm6Ob}u@VuD
ziZAgU1jFa{fuhAPmto7Qf3=uK|90~EqoFR&W4ArpOJ~H#&*M_wjwp)&S7-A8uA9F`
z*}LfB?uyl8HhON!5db=rs#;@t4t|Y2z(St^I}<nHbC5O>-?QTa{N$h8P*kN~doCn-
zOynwOWcTf0H--C-vjrDlTo2lB(5xqzS{mRKksmggxwa%dpd&@qmd^a_X@`L+j{{IJ
zDe04~J+JoO0zR;%-*;X9U40-j0ekx}!=pC00rtcvui+2B#eg$aXvC^7t5Z-e_=94~
zKc9~pE7v!Z5ipSgwN6D+fnn}I&<GyVF~Y!`(X7muHiz;`JErK2+kKHWlsJoI5Uoj7
zWpeGAYs|TQm_~9-*x(P?L1{O%F8y*p!C_UK;sB!t7zI@#$S-g7b%r<V_d4IFY-%(Z
zXq-w!;T1Jl6d631n1|q^TK1LYQJ_-Kz%tLKn+ivfo+9~|FTaC#jabQJb$WgNo!Z)c
zyG^P-wyvSOZyg#HWh3Klg(Sr!y*(M@e9BxcP0cXY(vRb;Ne}FHcYv<_gP%c7x2YPk
z*xz!~<1WHsrqn>i2r9%<l}a=q$GtLdqPlwLMnR?c2gLxBowhsNg=6RTd6$lhbs!s1
zySjlarKh%F!nq3YZ3309Z<AIc++^Ro^mAMXbNlY_XEZ2f#~w#Xs+yI9AEtT!I?GRY
zbNF^DEDK~5Z@MZy0xAUZDf=AoEH?gnHy;2gzMJtBJj>{XjXgu42`=PxfvPiyPb?0S
z7`Q03yrIly-OreLHczw~)1Ba1Pq3pv(|nepzLH2WmqTUGzUk-*%VzdDaj@V$RnE|G
z1DYsmt41g_rlV(fksO<Y>UYQxbK}t!DuvOug_*zLD2g#(vG9t9r$#^1<On(irttSK
zN=g9nneRd&)H&qN>o-GJ?hjcnBx+tmNs{#_=Q#{fI4>(WwR=ZU2r*80R)Kzn8fqql
z9p+oUqTM?_yBGgZ=}Ed<XV&L0@DchFu|*<m)8mzg#)EG0m%sYh+1aVi;G|0V;l9A`
z<L*vGVLvq%T1(Lku~bujG??X9Z79HL8KOf&m)X7aV_C4k3!_y$t_3@U?@t9u;!q)v
zY<)>}w*Nwl&AnNJwrx>~-;xiU06FHw8QyeB!STI=wQeauK|6k7Z<5Gk8}F6b|6C;L
zEljp<jQ{;2)^`=`sZ(1T#D^{57}M)Xfi44FT1~{y3YslFa|$xh`=)LDchV^3=R#k&
z+p;#jCVbz8<G}J4uoJ5<fWdl{SIkf~BkeTb*q>b2>}XaQC276|IMj*$IFyD9*!Q7;
zVd57%{v(~AKhi%sCDQfAFjI>`_a-V|I*}T*i1t5YPc$Mh%$i@gv+DdAqUBXPkqVM@
zxna*i$OTZ=_=|>e1A4M|V-wkKCgYui5|~N)0cxUmtk)$SACMPqZM}Kt&i5Y=AyQ%=
z?4yTfDTsLVm9Prx3uj&Gl&P0!!a@HF0Zzm4{Dm`X^Pg?|8M4+%sY0`o+N6+fiYXb{
zz}iuR8mR^tmh=p4BNpB#OA*2Q2YDPf-P7l*aTx@<Ys}7C9y!~OVLy%%S`t0AZROCh
zQnNu=_Ml+fO1d53O_tWf9~{~g87zM?E3dED_h&x4_SYLZI^A_l#>M{Hby$4oG*LxD
z=B4%C84%2Tj+&mK=g=^zoq#{y`8NL^LWx8pACMlRICYj_O6<Z}g8uRCEMH%j9C9LW
zy4mn#@gn^JQl;V?!Pr@C<~ncXm$)<vACEIaLoM5Xl4k)6v3)t1=JI>WxoY1Bw2|sl
z1PvWscXRF=uv!`BxOYAXg@BD%XjMMp3gL$h>1E3qjBo!BmlNb4%0iKzLSNJ)Z0st6
zf*KFs21F^l<&<*QV|mNFcKHIJO{j)fj`gc{tic$cTjC|sInSn@KiBPF+lO{ww|fl*
zgwUXfpGEZxBEsr%LtvD9AIwt!Q4xti108<<6)q=8e5EJR0kN_7!7}E|%Fne`=M{4C
zHYhi5z0<>M|7ZXK1#kHVAVuEkgu~PprKsSkq~7sf1i~*H7nc$u!o;CsT`+BBU-o^j
z>C5>Pm-8p>BwQ!foWJnw^zUKPHf9HgdZ?g%)VE#1vd;oRWW1H0W7ivdip?W{PXHsb
zZ_as*Sh^ST_mK`6;xn|~j`ELb`}C;ev13GS`pUveeLnjUkd(-kg<A!hBLs&{vr8ni
zQ?;b+8bmtQ+`VP#1?2AUx0QIA{Ljwf#|(?=Jc@)s<80CgQ28+nxH`hdXVCEMWmuB5
zv#&EOGN~<41~ej#*ol>{-(sh{!^UHaOE?pp4zrn;Oc2nS<Q>elsI1POKQA&JIP(!W
ze;U);XzS4>TPvm%e8pHw=QcCbQ?@Mx61{!{<Yf$}S=A4y;6C#4b%Eqz_q@mrH3JxD
z#O8To%z4sba0L$efF0%1Cx1w3_-MRVk`M?>-(o@ZX{nps@Oco(q5<-=U-7zFXlN*9
z?$pi#KiGq?vWtNL*_W26+q*uFZslv1poDO4)0Y`&{%aVZ186bklfTCbgn)^enYw`#
zHMM5m>%Uh;Gd6r_ltkGssb~PQ9^!rQTp7!UEW&)A+Gu0R8la}5SNusmWQ}1vP!K|B
zn65INcQ1N9U8-L(%D;+I9b2EZD$QasRHm<VKy?3Bs*eQE{H0XqIpE};bn*Awc{C;_
zHkK1x5l%l8ggk2OxTrUp{68Y9lH)>eHuqG<Nl;ShMApW&*|Z!Go9-9P?^s$}(=%*K
z)MUMp8~IaE3^?qs^mB7?FJy`MX(2JO$8QD<7cpef`~|%&Yd;U*m^{>NdvQL+CYhJA
z3-&gfyRd}Z-wz+Fz%I{xtfZh3IsVwc4Gas!Iy1P4Oukw*u^S~3nsYahZip$z$W0vS
zLe8^Or-{D`r|AG4_w>z-;HVS$R<eVy7Box1dc5nQ9t?wgnl+T=4gzTs{KPSvcs~5V
zk-OW8@6T^I@>4l^aq$mC7kaWYqP?BCqVLFCMDdW}4+=_zj#am`1d`BnP{u>pw*lc1
zY_Mac+=TY{uKni8;&PqBOXYrFLAIv$D@03|xXEbl4@g7s6E8C7LHhD1B0CB;I)pKS
zRn35o?<B#Q1G#4y{6ID?V-gf-oQM1(BXhd+5eGabch{t4T6Kw*Z^I<{Cf?+|Q=Eks
z6=C=bO^XiI9A4}5*k!8WK^uv79K0yfHYQGKJ64c5`9%b?7Y7+{KKOp1+d*+eUnvIq
zfB^+?qbTl@ectpxW*jxq2{gp3<#&M2cK?x;Bz;qTT0yp3<eCdoM1TuN{)<z8{!K`B
z_^fVFlhPAnHDc+q9%2nTkurdLv2!!Du+NLy3L92<<aVm5`IS0By&tAzCm7*A|E;6u
z^s`koed+o3(g~_C@Z1SD;U0y~{NDZh^qn<W#k<p;tCZ_Iim^Hmj-c6ruI;5hqZ`0}
zVY4{^L1o4P=8`r{_8<W$Z|HEwTnx?H1;CtG2g$9%1GHG78s<i*#vu|udX&;%GC}tZ
zQD+3bx^|4^RP|-#bKFX}TrHJ6b^s0+)K&oR=)P6sWA|qKT8-09Nss<k13?mSc{TfN
zqERzQo9UhNCw(>sHX#6kXy?saz^($#IxZfOE^PNj^Ra?+=UG_KY%_C(UEcx@vd@C@
z4mebrB<j6cALsck?BV<-piQR=vw;TS7FdS<8rW}T3Mam739_HTy_o3^h3ix$OYEtr
zE+hY`ty@R4GY<p^VIiSfg@;Hf!4qRp-4RM@?TxQ{a<3yFQya89L%9PawG*1S^hXsv
zyjvd+fXuXLPJ6Ohs1G+0MwWd`E9eezgj|RF*AQ?G>%>q_AYO1!gKM!bR+RoylRGa?
zwx;}jeo^1t<~8<e2?!udgO)=MPk5<E=2H-g@Soqqv$L^@XesU?c?Tk8kS&vY2yX-`
zE6`DuvO6XwK9|rlG@`K}kuh|EPo(ZNj8;FwbPdc2Im%rR$G^(fpkO`|whP-K$fRCU
z2Kz!HnPxgseGibUhcL8%e{&q0qg>`La~i|Hv_Q++nCwF{ulp=)dTR`Tdu~on+T*E%
z+mFEkW)dvQKHECU-HV#Odux|^cfpeCOw?^|;?01P7T+L0jp5XXOo>F#R}{aL-xd4L
zU!c|f{pnil7dO6%E@HV4&ndVT+(y~hnL**50~Yju4kxBBAf14K03*9mIK1&aUDl%;
z3*5RPF*#W&*7)rAj)0lN0jhY)JH)q&+`!KDal9<kINADJ<-{<^AUpZ=KX(9Mr#>Mu
zRiV^(ADy)R@cdPd0P{r1!548$0}@m0wrhs5ncLb38Kp-@BpKLdL?03|uC}h-tG%%?
zPwt?gGb_V9ap7yq^;d_|RJb0fs<>$yZ)sKj7!?&gTW0n38D0Z{M@FunT(Q5ZZNKrI
z!_U12x3vuvXV_V>ce!>I8tpCN#ANY8wYY%5^`4BvAkQzbVrl>2V~24xSz#$R*6LY2
zBL|Mx9L^@MhoEG^C{S`y+ymn2610n!)gjW^EPC0vQ<m@GW=yhg+fW4Ge+BhdfrQ^G
zP$y^@wBwE68l71)I!d>t8yV||83U?)=Y5|y2HB=g_3uThms>2zM0q{iLC`BGB@@`O
z@ox09?~E%Tv;OtLC^is%1L5gS&6a)<#NW^Lr6gO4vi4LVnN&F%&o>{)B<}m~-`~u$
zYuse!f&$1q24Yy2rZzlRhu$lqm&yWHXC}8B5&&NC6XR!DICL&}us^u52Ro$iqkdqp
zC(A@Li#};$A#dg0mRBEPV|z!Zj<SiEeocFi>0+7$Y6EMN;|H*Ld#xQuMo`+zjaHD2
zXfKM-_J|thtTSt04<AP-D2X`MvQ16tX&D$~qSu6@>$hhZ(7$f@&}WYy-HBsvwHwga
zFvQOYfYoAk8T-W2;V4^J<AbjxbZl^lHK|2@uG2gm$Tu$>qwvm`edpMp8cYx7Ppr$Y
zAUK_nNFT_qs%zI$nKz|@INp+f^Z3l!?Z_G5W5$Yq(RN(mWm(!59f4i+o;?BA50B(D
z@rdBJaCJ4t3TO?VnmznWva2wG-C(vKaiHN;3zJY0&7eEog{hL0Zr(oA570*;&N7|U
z--tFie?4G{J?`%A*m04a&ceci>9d-WPsw1d7An{-`DEB>UAx#tl{M$DKyv$r=j7KH
zfxR~oVQ#%XL9aZ2ck7Ewuo;=paR||esN!@Ua8FH;k=ZahLRoC{`$>ipuFC3A00ukQ
z?<^@lm3g1bqq2;lwsBjOEn@F4Wqnv+p|!dGj_KJkC(~0tQr4$rUB}EN?NU12mBzso
z3JwfpRu@ZxgFGVp#8>%FiiaRsO%>4OMlSwmiN%s?CK68|9jDx33OUM1dg^is30*TL
zc=-t{T^9ollZpKqd}r>;k=`Tg1}f(rO14^8`njL<2p)<gV3Lq>xp5`Iy`dtbPq?|T
zchCf849H2DXvi@gL3Q`py_n5&!oFms88q{KB?>d%6DP7MMBXU_zVg||*C32f^l}DM
zYIRJI$~9i%+T_}phb4HJ%I7ZY7(z?`(hZBJ9YGR7+;6xip)*>gH+N&W{))ww;VT2c
zA+NXb<|b?eyz(~GvXrmf;ejGrx%9}9<APsM;r}pM1pnUux(DCJ{HIgk$aB!0q{s|(
z@Gjx=xdf1efM6Qv>57R2I%vv~p+J9svTF-J;MP~v?LW*GDJcHq#xjElk~Ku6q&WxH
zpDd>DBf}_^3jj9hg8DF^oZs386{JAc4V1KoI9qkE`8JZ@?(E=+>y8njq4O6n7CEgM
ziKGu#rF&k?ls~xi?K@Giw`>x~>hbgQv$D26`>A3_!CuMHb9nr4WXat{7TsMfJuM4u
zs9d?Q9~mT*WpHZJZNokDBQ9Qa1Q?m{LgaO+jK=Xhx0T<;uYf|ohGIRsZIPf|H!#}C
z-Zu__@0x@kdFbtU=maJF{?K{w&?SC<=(P(Df@R_-rveU~`Nb@_3&D1l>_RnLDi6U2
z>{kF_%BA|zmSXnw9k_G)7Xt)kErBjDM&>u&jF_D`&d<%g){JRve6DJ0eTMN4GnX=@
zCW0-?5yxS>4feF}#3@D9Zs(F=M%V=7K}lfmM2)<f$B>eeGVj<ko!l8sKa3h}#ES>R
znw}S83aq!%AWqW?>TJ27YjJU_-$(8NTx);w;Bpi3ltUL_na5G3Yk}gVflpGSk6ge3
zasjvOVlfX{@$5jOF>u5NzU(I$zEjOgL}eIsTvC6#spQoouPA;6K-l^&oV(Q0Jv9yf
zaQceeInue0zFgT~I&<_I2M32oZcO&di-eDe$%-AK6=FTrtgR@H0I{L!_h>VkVFp^~
zA3pN{Vt`iKfSs7TD;ij905|w(5PARm_M2_{?sHPcYiVn<wzd(snk=%9dpmC8ljzQJ
zbwv%YlV9EOYr$-f<-zhAl(}z0QYaF>3$j<VfDa^G@Ok)c%`2;mDdVCd{W|4PE$n6g
zfO)~)dtc#lU*&g5{^b-43}lQNhV{=qzuMb{NAY~N5}cjnCbW2NSBgXcTr?Kpa6x_}
zCkS03m6{8T(F{3Mj}NiN*W=>-<hEuMZqd<qZsFDR=}FLBf7@`vr0W#x!%%9D{kAus
z{c(EuP{3E<TF@AoMBMMO*%T!oj1qwRE@5V_g9R5xy4ZT{iR+4SwJB_=z;5GRPU+3`
zQ)}P;FE#{+B6T-nE=pan5`I5g1sNxy$lqzk1a=}10w}h!QO56p^u4L8{CRxO$3xg{
zYTjE~1&Wq`sEb}V?YOTmm5&5d@o<aXMAYonY^11|^0ld3uck)#z8Gd5@`XA%sMvgV
zUjqBe?{>g}Hhp+o2@5~^>rfRA_MOL}YQEzPUpsv#spg)*T;Yps7zOLxZgA%pR_U&5
zc5HCozn@eCKJ&?f#1<Z*v`qHITl>6Ie^AbAqIu{KR#)oU4^44G4yx<N5Sjx2!F_X%
zsB8v#9W9ww0sT+*pkV*h;12$S`Qt~COHl+1+<OGWv&g;1^QTDizVN_ozU?RqRkN8*
zG)VxWTq_T6-y2AGD+Wd${A#rtvHXLuU<Ke!Ri-|lg(U*xtPvgx=kJB-dE(4tuGEha
zlIB<`iWBznD__1G@|g9t<HQoWpggd9hsz7+qn}(AQo3jlIusEd^Lx-dP^s;DI`wXG
zMxb|$OrH^0+w4`k2{<a;y@z<c<!XdbVHbWS>y~-_$nR~XNSlhZ>hIa3?Jn+D%0%$o
zg;M2V!C1!ie+X?b#aYng4k?vr^G$9lS1w{BYB9Sc9|M0Q91$!;0_;D6qHMlnXNhNV
z{%(1&naDAP@(&Jt`UK`RRhatxg$r*$lx=5Cp$nz{G%M@&J9y2^&gT4r-H|sw*3r?^
z=X18c-2gsK>xJ95V8}_i9Q}8O%14Lt9^R+bbr4O&O9sG(w)~TXIrPxN!;g2QPSw-=
zPAjOWsJ>k(Y$$~?O~y~{D`5{Ca@=DAG)H--X1izMcJf#s;IU2_!~Zq5{fEbzaY_0f
zv=t5&YFIt>=T%^QEEjbF7kuFm$|Rwp^wB^CgAkvS`(iDa0i{o5K(=LUHHU#r6B{u<
z=xzGz#dXq-!>*OS{Ioe@eD}qV6aY@X(JrLoKmnpua>5@gE351fj6-5-s@-4;zn9}3
zmXK1Z-Na(1Rwg!p;ZLij$!b~2fXZmuN1r4pJ>gA;1Qa;u_SKlg#Zg_bA>VE`7t2py
zHtMShI_tt`jBaBRpRDZDPZE4E+tAP0X=o+_@*PZ18vHg}9HAEY^g9S?c-_Ow@Apo`
zKQQL(S?eozO>TPy&ZWRMgYWp`e*~#YpgcIV#f$fjJbJ<tExFsTl*b0Kl3(eo=*jWI
zqcC~ASj}HlQ(C&(Cm4ga?eY$G(+MD@-**CKd;V_irG8bIu<(6kT}VRIx19-=rI;3o
z7R(dJZp5YyQyZ2}Y=qjdAQaLYW3#BqfmM^cca)i<f*W=7P3;A<7vPyl^=_DwY(mj|
z_tOijXVWk8ad9+)@K@P0n*$ctgMzsrYNIy%>u_sDt9RccD^l*&LJj-qjzG>WO8qbQ
zX7rKYep)Dofz<zemF0I;fNft2hFl`*g#d;6cY{U5*?5GLfAIHtWw=%nf&;dun_Vb>
zBdK)PfIWtO11Oj4@D3Z;l$Bm5>kOnh=FrnKH@yXZkiIB?tBtm^IZv$qp|z9E))!^-
z$cElYOrpu_sJM#(&Nd~LQOC2hh|S}4{VOn2N=gbf3Ds~%GML+=)tGJ958K8sF@K}=
z45H^{5*vFRUH`gt@#Ac`>1yFDp%agr0Fwpsikm-;<wX^eSG^$W4txwAXQl+{b;e!5
zqb{{z+uZHJd$F3h7G(Pz##;8sH{_~a=?|XS_Cte;|LY&F8X^Cya&Ssp1&tt{vHbZ1
z4JXaQfhlnsZQN1R=K6b?;GZanyY{0ruiBdjFprYM9*4O#z5reLCQJqf`3JEfV@|Qi
zH2~UJjU+bOjNnWFqRvKf%zTw97O=2vmo*{szHbjVXPKOwf!PwVZ5d>BaK@1ba2K^4
zWF|=K8;RxI+*E#o+2$7-wG_E^pkE5&6D07DS7*(hhY^D2*_qkhQ&os#(MP}1#Tl?J
zpFYCrxf5%Yjy5=Jil2?c!S_}Bh|Rqt%R{((gjbIu#)<x13IER+$0ODUy@Z8LJlde@
zsw&wMV~VVw_3x+t*=Z!in)dGA)&gy_o@f*aT40{w37dyAE?B^?<go|Wru^OzObnh?
zx}paZ&8h*l9wgP&dk(12&w~>6PUmg)d4;+sNhtcZyk|x<SAwq}Azm_cS|K6k)kP0`
z+`hVt^3-=Jy8s7Rhdc!w;@h*@TTa+`RW2I;NUXSB=MG#t!NtV>3Iv<?3~p5@?9jyr
zB>{aIelx8I(wGn53v_oO>eqM-a<&9*mDf^`sAB$l;aQh-zi7&ST}W>=%vJ^-?!P^I
z;-p1AN@?QCF6WC`u-7_0>m$Ko6NrF6`*{81wFF%`zIFW0k_j`<LTn}d^CGz7;X^ta
z8b%tTlhmRVSo>ZnrLga2D&}#n!!br^fJ@_Kh?!*WGyHgg_Qb8%Aov-qOcW%;Hq~By
zLN<g9I?7{lhE?*Si`B`T@BX1UFIqA$17>{R-Z%#!Aa?X{SsXA@xb>DfZ<Qm_-m9+a
z8FH7Fl6t?`3LGe^d)KkjSxJ>m0qgKk?^D-)a@Y7e0HVkXn=m`fem;b#ClV^A?@ZI`
z=`2HAv_ntYxl_F)NlG*Jm^)Ez4HzcC1`=6iLfvwT1M>;XYGfgYSQ1)qXd0j3^@`#r
z|3OSs{%0TZ@})y_&fT}J#U>w6U{yLUq97uAQdE#X{}DHL5rl=ti73ffS5t$h$QngO
z&@W5tk`%CYXoB8?cOZS^87LKj+FeK<_7$b+Ywg0Am%rorTwVxVPqkHBORH{x^gsXq
z75o(JF$IR{T0v%NY$iXKfk7Ecis4rTwyn8HY`pBb;+sVCvHZIE`~b+95ScTcbmz##
z6lBBo#-&S_ngM?B)ZBU*MEj8Y%OeZer;DM_;119v1e`iGY$p_7uW$tkjR<8V64!%g
z*Bhcg3gY<cue~B{D?#PeNtr(Rr}Tex@(^~?5KIreqc16AoD^d}858{n)L2H9l<@!n
zVcNr`&tOeb&bJE<PfqSx5m=+cSC5f>Gb&7Nhf#z{^YCUECu`kvKu<-2#SMNF)k0WS
z<ij#Tq*;u#KY%j{1pF`v6u5xi3a{}V)BGi9m5OSXY}D4ycMC#lW@0zP3+QEV0|EW*
zTN|JA>yhRol(D&8?aoeSR@O5yF+Is<cd;PHqu8Y5%H8b;awBHe6@fiOpMbR(Fk{U%
zJqD508Wk|Od;~==b6S!`I2VsT3oA$h2v=4CB<N+bnPz(Cvf7gF<96i7nwGBpbE|@x
zjzHE>tEc@FRBe8)pR##oQG5X_eJWv)3;gdv_c%6Cn*!=5qDP@)E`-t?;|rEf#bc8k
zP;O5K+hBm+buEK)CuIzFs7sgZq2IG$9%VeFZVo)Lofi&)W_{Hw9wX~)i+Bo$@3sfJ
zR$yC^B^Z<*pB!P;h!BjDkz+I^E-nspo)+bM1Vy8qS$`f2pf32L(|1R#ygP-=>V3k>
zgQqr8J<a>&J(0Go);@nQ9Rmov-~2YLv6q+3l3tf`Y!sd>WQkr=nyrvQ+I5HyS6K?*
z1=vWe^gEh#RE8oZa|H8m`KeD{T`(1+{=I%eR|DB?X+vg>r#up|2)3e&ii%=LAEr*x
zKJU*<f+^YxMKlzmsZ#1^&z*aR){bw@RR2(M%Je8Wui2K*a;-x~(g6(_?CpUUs$|Il
zEn>j`UUqICUqx_2cpG!(C8KP3={`e$b$#Jqz4BT^DVU@9s5HYotLX8zhdU0#%1qT~
zhArHzEL4jyqQngCBySPGFU^WAy1GjnWKDS_B%FXWcs@+}IC6OAEC$9?2c-?35g1IT
zbtXZmj|vX0J&-uJJN2^ZE0ZmNm0C@-cXk3lMwFEfZ_X6YF|a=}6h5(4{10;0jli#?
zJ(=`-$E~1(z&x33Y;?ug8f+7c3UR}>A3l6|?b<Rpg^ytUg_u#^TMPpxFs_0q0=nyc
z7@`gi4x%6h#J59gF>2mFPI`2Y9z8;QVtNqwvBzVPJ<J6K<!GU_%*kDFHavU_G2+hl
z_4Dg`^Co7V1e%)ciu1B|kt69b$>VNY3tjEAmpzH*kq_I%q*K%)*r>aq6=RkvN0!w;
z^l6qAUX!1_0(&cce0<crEMQDAJkJRP1M`__x|fcYJQ9Zq6+{MnY#%^E(lfY#o^est
z{^I_Ar&X+r&#QRI$;mZrEQpz|!+6nr^D)BC=xSZsrIt0t*um=~SZw0rG6-tX*x7!P
z+X(kPyZ}Bsp4wMhM!WgPQ%!y~Jj`+WT*>e|DCxZ5GXfs~70MYRZ-(6SU%0efMoIqp
z_Ut7=*i>1Y_z3bc6PSRPmzM*tg><X~dz2%C7Ll3!AGTRff<XPFw|KG<oVqf0=OGMt
z_cCFhh~D<?0!kBJ+o8*D+77MpZVhjwlx&KQjt=0rkrs@R;o)@<7-x@NLtImuI&HZ7
z%I9tFwUH{>Op*8<Zj0c>0TAZ@^TZ+S8LX<P2$i~rqs*>EF+F5@71kOC;Gc!vKy8-u
z2@aW9ep6+W&;#^!H~e`Tl8_R@c{4>tLyu2YXdIZeZ7;x%*HNXIO;<VVqXF>;R&~q5
zTz8X})_|RQ6-YBm2f8izl3hp9<z5_Hq<4GhsmAe4_YN}Z`tI?jQT|MN*Y9{-f_NW1
z7N{v7TuyJ1u2u%8Dh=rU$cKv&GX*^U7$32@N4R!UHpsEzK&*E$`IGsC9Bnkh+M`pG
zUWZqjLbP2z>l3uyhG8Ap;effc$g#o3rBh;UxA~Yy0W5jx4~x!pKRHFKO7;N`YF&7W
zePg>Wly-f;y~EfD5{c1@MRCLTuRFa5c)R@qzqq&~5JR@dqNoYZY>4k&rna0FZ{{_A
z3qvNpRjXDlTXwr=C^|@=j^2@s9Y140>~C4;8b+q$6Q`0-9GyJ`U=wkJUoN|`x*tCq
z{JO_O;j}Bk%ljIPI{Agpuz8s{c~FJAaT`DDt?uJWza+W&2djNk3Pz`hT}nJxwTU!7
z{ML11Q9m|n>^BKiMj1Y?c+qfmEwGjQbq4?M(+Qc~xb~C_1CXD0M6J7wK_mUDEely$
zw<1V-P)$Y>GDrYS)*qCy1Bhl0B)j?OceBfaf0f<T_&qLQcU0)5V1rDPXF86LK<NH!
z3aNW<FASUxoo&!DSG|vWb$qu+@pDuYM(ik)RN(D(`Z%)(skY8;0M|V}wkbGCh!0z_
zpcUo|hqI#?tamKJcI5O=HE1oD>F=jvV+1(e<pmzt;DL5mY}Kk4V~i}yS7f1pWxUYT
zBfF<|U5tQTE~M(%rB~3E3$Iy2j<j{Q8JS!{ho90PB-4gz^KBHr+<g~lxBP~6CYQau
z1sXc#!um_&0oc&nj-E&4JTrwQ!yi`=Ra3)B=ALLYTX=y+>}r<*g8FM8?Si+%X{>64
z9n@hkI_~<NhGW>SuvHTuL(C<yTo2guag9L_u(8UeOabxT!1&_OOIDkduiu)TpQ?%B
zC^ywYF02~LN-$Los(!<K>rN6a4Gk%IMotZ#KYt$MH=On3GJnys9$w4Wf;q4}i%-$4
zhaCpq4gLE)SeqodpTCW9`sQN7ZD`Ns%WP}ih1t=&7i}PtKp|U&vM#eRb^H(#6}Sr)
z&NQ}M^)2FQXcTF5-VcF+Gn;`u%X8d);A=Oqba+DTytI~jASLfn4XmWMOKnTsvj51C
zZU;g%rt3eLVN95_NBxd&t!HbjOdYPD&&ryQztPTm*6L<dpnuqRghNCi!WjR62srK8
zX8;d`)1f~K4ix8TSRu(MJ&|TyXmE&$_+WnAn$Z}<rD7!Fg%6RhkS9@rpZ+-iei;6<
z@zuP;V#N7#5376+9001+uAyB!i(M(6brhOY`GB~;33w1c%%W{Ql4!(k%p|=2ie<`h
z<3;Dd+&YRc0HJW-%^oo=z5%tV^v8|;Ziq8#$DRcZZ^pC5r2bl)10Y8@7GPSD-jc`F
z@SId4nb@kpw|}DVU`Z>4-GVRtuqhNa_3a44w?6h>$Mw&s7{k|y2FSFMho`)=%|u*8
zL}cYkPrNR*aBQk`La;|qlO^PT|J4YHM`MzE<n>&SIBJ9<djFyTskr-0TJrbk&0^RF
zPf@gP^gNq&@prl{XY)4y^Qc`5c#+zi1v0-e$g$F^c0YjHk}P59Sx)T1C@-QG(@oyQ
z+2KZ5uCG<4JAtC1hA{7V_3D*q_42W+8Q$I$_S&M=TLQi}V1IoP`Q^)1&FWev&JnIc
z{zC8XZb`m5Z}8WYdE`&6R&1L=_EpFaA7N)@WbDU|u|CvTH6_o;HWP65<pw^y8EPk)
za_2zJh9wK<7~F)JOD-M&+!4-6S!&wac4JZtl2!@QD~aj2)QeHCxwz!@r@yjOgzGd^
z(W<M=d#4~w;`ypoi<GO~`XX-+>{aWBv&kMSa4g>euS2h-b))V%tklCt&Zu0G#k{_Y
zFW&-nb^Y89yf@%3W~eV=RDlKY0=DTlojS_k+zyNVFQ`%=i?PP_Bvkd+Gt`3EcU4oF
zZ1p&zmHc2^@vm_E|72fui}c~$BbD<os;y}euL76;5tyVawI~+<SR6v}A1!8=tV7%O
zr5d3y`Mvi^S+N*%e*C54ksCMyo07p7-*Skl$m9ch5Zm6jgJdP%^5x5qhc6)m1$A_V
zW#Py!XbSDz5}0`T`R$~aF3ty;iDc(Kf1<*r+)>ioIC~UyvV9<?X+hfY-M~X29Cj$j
z55BK`h8bke?9Y>M<a~a0KG`b)Pkwc6?Pn!klK}SvTf}5AuY{Kw_yR9bt!@ZnM?|rF
z%BFRn1i~9?J0LY^<*4G@hBpd~zP7~6OLdjy2>F8Hd93qqDeQT!I#0zysw8Lj&{mHS
zyUa$9SD(!%h}{(2fIRs6ueS8;P&|NC-TKSujPqbM)s^2;^%nbm@R8XGa<7j%T{j9!
z?BBV_N9UdUliKIsq5CIASTOIy(?~omKdC1c0vCn2&eS{#P<?hXO@2=|6uq=MYf(jD
z&~87X?x+zHK-M&^7=}~m>kxh7!h9+Lh3&Sn(5vkBC9=$))c$Iy9Ki&qD)7_>Wg}0x
zH6kJ+FE5YCIk{&{b=gxK4T13I?meO%oP{pKZ7eqv(W{bFzhvg%A!UTO43IQdul8QG
zaxxOVf0}Y5Hd3yI$h78AjxsiY!NRA;T+31WWvPs~nAoO=6tbv!`R=41)-@d;3d;lw
zXd+5ckPvv3gu^q0N^XHLiCjS_H`5DpkTq(NE4+Wt71Rq50^-pGP^Pd9K3E=NW9>Lu
z#Y&O<lY#$#OeT3Xg!Hd0W$cP3eRpK?&2yNxDROgPj*uV{p|2L%ull0#^TnbaZ@C@W
z_r3SiapVGN=E*6k4t+!`@P`LCWFe?K!V<`;D}CKxNBaSjEwQYj7}_~=AdV(WYg$ld
zgIDsor%|V{FE}JbM_v68>=!ZQeumK#!J{r>v4@dS3*sd93!T1j!4pY2+g2g&{dWya
zghtD$-XZtnpL_L?YfOjRC+vZ}Ot8njHaYz9E|-e?+sR2c@*VCjR&lS_$&|=9K;(uK
zT87Y*XqPiH>+*=vqF21wGgwzRNEN-Dolhnl_$Z!H%7x&33&W4?aY|vg?@;l=zg_VJ
z%09Bw>^IuN?YqU@=j&p*AaYUwz-F3E?>+kGX@abArt`f4$8QmnqNXLcGtQnpE00mC
zx3_og9l#!2-wz-F+E_8kfQr+SW2Dp_Q&CNn<*DcLuoUT|X%QOA=n6J2uD;}ht}q_{
z)=ysg3y*=qbpaC-H)E-@N#-@&)}PzHnoTrl9o+FYpguryFMz%sPR52(wyO<)3>dDW
z+%Nk&TxH{R@gY~kB>s6v_^H3%oo7%}$c@WlKe%CRO@7S!tFLd=K#YT;DA+G=3wrup
zyE^hqu@`rrS#%@zlTQX0v%rrsq@uHXNqscj15p%z-A!qaC3pRptjE0Ry{g)9ZJp+k
zr@v{rs4;NX{C(hjG%z)mnTk6l4b=peJx;_(QgnY`+xee!d0sik=OT<<?w}};y&+?v
z>BMZ0L&heKzvAYB9^Y%`6Tz<2U0|+LJFg;8X+TnyooNQ?(Zk8UlT4^sY-1$Cvmj%{
zoTfnTDTrCXv?>#X;0ELjFn7FM3CsI@C~|C4hp|Kxqf*!#k6k-4GiQn`IR!3WMPlzb
z^3^JD)hf$*J*x-<ukh2g!%>m_?!_pEgdc*C%Nd%y4)qs&a@6*>tZu!Hf+`?!>m}KD
zLbH?hkj*Y|;ux2wm5;Ztw{YIDxPF`0xK#o$f{7?q4s4QrI<ZjrWyDZ%=%C}`cB7wL
zR>7l%SbO<<z_#5-lu#QLu>roQJ!Ij`_CFtd<!NG}!0HR;SPH$zZ9z349I`fLd?7K~
zDN4tWL<;gwo<qgY;S>ZbXrmRhjaZI_*(AXQ`BXEuXO}Jcm?3ZdcyahLgw~=xb$nW7
zop0Xo^YGYc?UvF5=n}?((GLG}0>^qjn>WtCbZI+uOd8tSkTK?L&7JY!$J`+mrQ0?v
z$n1FbRShN{uzSflv2`b!3|Ahb6&tm%qY?49+eqC+{M|`qd1>gL;}yo!;jzX0+-zII
z^!b8YI}vjtM$+rB!t1yOVlyzRsYTu5*uha)`@S=7NL1}_gRuJB&!oryMq13h4s9D~
z4NNqzScJwlQ7xta<9;gL83b22UDB-+N&;tto=rpm3g9L004<<Io-=o@91DS=t>hFz
zQXL47+f$oRf%R6_o=h3Z+Ug*1RawIdI9G1FKT7P%Ro+WjScub3xCY4du+q2me69)4
zwl;Oe6sMO*VChCJbtN8g0-juLaIHGNpOQ?Czs+*)T!7CZIZ#MEB30tTfb_RR%97`l
zz_&F;FR|%jCuCjo-86|?zK1eb{GM@$EcjGZip$S;=kXb%tWQSok9gu46BMQbwin-S
zrMGdnMtgWdAYfS{{cav6g_C5bLe<v!*6AOH{yyi{yY7(`{(CxH&-NJu4D7UIRKJX-
z2j!49=Ia|b0$+0lvIyJ(*0ZvQ`rENt6**`X?4wa>g4Re53v?(`JZ`kBKmsF$w{6-R
zXpU=;SXGceFsl@o?msztJPpyXtSB_u1;>%k_jiK#bDYSzxX-+W2oMCQttfl8hk<J{
zj104M>1wk&I9tj}(*n#Yo41XPdGTUp7~k2y0qI+UStFivC5rP5pob&+_>kA^bqt72
z%3(8Yh*SV`h)D#ac_nIM-h~dBU!zaf>nykHGM%`x9HtaXC5B4U-myO@3QaF2hULje
zBSHa{xR@3QxB+O0E>6orsXB^>arY&p%o{odpFs+aCEh`^3L@{n@(&65JaSl`K1JWI
zcI(`Y`!RD}B=7LPMB&C}V8_~4t_^F9c@z|GOcgOYsZ`X|Fk6xYtEq3D@qw;Uw#}Wt
z>!GfKw8r&&o29?KEiEk#69(GyCuq*QfKryl438W}1*?cR>Fz#?9ssC#0T`mhr3U+^
zQCNor1r53vo8Q)yff+FUn>pUc{-C0S@u$WSOkb{z$*rtrGP)8Mw-ht=rBADTeSI+`
z8^<!zBG^lcUYmfiWEv)k0I87!<Z^4!qePuQflkvz%i$@H4FWx!;&A15%T(Z}OV*BQ
z0LvgX45}ScUv!SW#bVLC_~%#qTQ<O&4zcdJb0Lxx!U^Vn*KF(Dr_rN;^M?keHui{|
zUbhAm!%lkl6)dFTCuVY&7#=-*$mGG?6-+sECT7{oJys`<;8(xs(Wjs_OPEht`7jQH
z*9vYjrylIrYFXKkZ?`S}T)G~_Q9BHFr#4I#Jm)JbiQ&blqjLZ{x`2w(Q%Y9?Z3fcP
z9Z@llOQ!PeIZ+Kv$)fs6iGs_KOre3_i8$2zKEIFrJ)UWpw!v-*PAmpXkEz8B!_+P{
zEJ8q7*bXHWdPfv}tn_Zha0g~p?3>Z_lljy?HdvPVvKn;|zuLVCu%=Bv0LUL-$Hy$O
zZe{M~cr_j6kLzGO#jhPbc(!EB5*`X@9>MMHM)3xo266RHEhvP+<G?_iWiHP~Nzzn$
zO2YU12(%!0Z1AMnhHZSFo)b?^Kc9fS7-WEtz@wtTnZ^TvOWvACGqF~yY^;<06MA7o
zC113{TUvJju9miZ7*StekG~Q%rx)y@h@=%hQ&+SdU0htu%;GB2;p*7@BzNQ+eBFKi
z5Vml%rEKB%k)VU$OD&dMydD@4xyW0Z`Quscz&P^w=l&k-GTA(=>*9t^o$wR2{L)M@
zM40S9u?qexFGN@~&$_JRiVX`7C!_;DdDYh2dBxoP{BI(gS@voRmH7x_z}Z;vfty@M
zsdUwO-P{m0*8wv|$^Itf1}k}0xOI;%oSAHI8`}B?ukx4v;^E6aL&5*?fr+F1Qg18t
z+y<6UmSgh+%m-So`X?3>BG==lpSHFB^HBVfR9kdHGknaB@4uVt8yN$5ZneY#Y&xqL
z<3Z{#aD4InLMiG}bamJxOL*djhF$y{n$P7C>N~pA%a37lqx^`N+&tY>gystkSHNl>
z>OHeJ35pj|u>3%xT0yuHEjnTP>f@nX6Qg#`sx?|lS9(R(oC*#ehZ<5V#Nw@36-b2R
zGSZYf3fTYiMKI{7+n|!mTV22zHT~v!v4&skwp(Y-U#|9cva__b6pO}6Hq{TUkT{MF
zVMXAmnrF&3kR^6q@rs}0Zgn96gPPdj*)y^`>;R}?4Pm@mU~5_GsO@`f`~vG9dV{QG
z#$ZZeG5f@;AE@>-G(41Vcv<@xls-G^jbHb0mHs^@g2;<%^sd7ds0(*6m0lq>L4f}W
zpY~i}9wvmE&V&v6pJSOTd#~{seq|JX%^8U~m>o>2R?D$&{}T5W1sLJ7d903f!;Z_|
z%#A{qd%H1l&f#C3$$#O{OI#hJy_k)&YVcF*6k#J5T8;VYiE$gSQvy3oCSrt3Ni8|;
z*d!$mTZ2RV;!@a*)_hFjJ(e+$)lQ}!YFtMKYY3c5n~ObO<4eApVik*LG_%iHISjUI
zb#}2-?pDW>1hO#J7z-m1kHNPe(U>jL90JAQ?TdBb$c)J-B(|5bxS|#8wcui6G9L-r
zqZCshu>Nzaw)5bcBgNp<;^x;a$u*|4UxpvuA2T4KR`(BYhwNY6D!$Z-Lpw2VNo4Gz
zQ$Ng&Ww1{=o<9-8Hf%0zz8yO*pR%k?r7(1=tWec2oK`;FXEY4-z=#0zrT78Y7|M{4
zBXDy;5zD6T*_!#;+0B%V?EReL3XsA2KTR8iTGKVqX5~0#2z=;2fo*_|u=!bf!3Eho
z*NF?Z;XK1n5^a&*&Vbz5QOSM)3I%|)k1qJ_=z+OH{<amh(Vc0i&)i<duKIuMy>~p8
zZ~s4jiBg1$Qg$Um_Rf}&y;pX2*)y9$6iG&8Wv}d&J&GtZ*|UhU6)EfYI<MUC`+a}z
z?)!d!AHP4okMHNcuE(P;T-SM==kYv_<F$uRohTzW*!ibnD|;ufAnMhxWx(Nuiig^u
zDL@8vPeKi7a!847N`ui?_eqI~iRZ!U>-l6N3nV-6%@08p!`;*1d;`07^~^T(Tjyn9
zX!9v~rd{J!)akPaq2MzRQ0z0251C88z%s$o$A9snbl1gihw<^rp=900Y@t>nSWI9W
zjXN+s6xw*QG2b<u-Te?-br3XCh);&x539B`#PbG)UH7(UMVRHZ4iSDq64`{oLX7kW
zD_FlaOf?Af39%9)4HbkwTz6dhX_c7(avE?Cp{cU_NuZX#4tr1x8KL`aBN#+P_MqOz
zzz<f1D_5?7D0CZY6bxnWb-eI-j5oQY{ZE!$6XqodLtMXA^aLzlxk_!B2`2)se<>{~
zUD!k|{Dsh-XT@W2eGo8$KO3?}C<0~AD>kMq$nOROfJE0hd>eWaTENj-cofU=OOw5s
zd9?v}u9GkilkDHrV2Gk(icr8ybc5<f>VDFU(Avk_%q(Ni>}Vm9frsY!jY2GXRi%(D
z0&-66Y70437eI1aA#NK<ysF>Kg*^77)WU*L@3L$_Usge398^_UUQ?-ZNzk>ylJKc3
zX`;ZO9?bqlA8SE?0n4j4l%p!UY?}(&(08z%cS45P(`le_M}J0@;}O#<ctTKBY5I%Z
z{1^jDD4Peua1uEGfG3t+9Wb^KXaEii5q3~`ELpw}L}!p!7LTMFQelB0st-xNpe8CI
z%|R&TMmT|F=Tf?Ua=nv6=?!cb9QKJ&yMrfv*we~m8ERXVjoE^-inQ@D=>wwx-aEn|
zaQRCLJa(PyZk&^)1f7q9m^gI@Zx9rZy}F2t*tqNK#U&*W3!f+N2EkAP4_D{m{3%=y
zfS@I>jUjV|ZT0!l^^T5?_X;J$&xC+cgRo$!DXg;wVi~F4o`q};m{p-0!<(?+VkAEh
z-FW08%lY#kA1eySA_Hrel-4Vj)qgIne+ag29*8$U98ypzWEj{M-d^OYWarLPHI!>t
zi1PpNm6?D2kjQ6$4(hzj-QI7Spkc~p3BEaFbInE1ivj|u>c2>&U$wO8@M%W6Zg#=h
zK?2&vW$Zx}^MQZ6Pl7;%gCK%7s-$H2^ydwQmyo>w_T%d7#E281OhZzqv8AQFg9a@W
zv|I&(<`?U9msH=ak(%?677|g24g*6~{D9R*T6uw`9Xjr2!2W~n3u$xC;8+1c5{^>Y
zUO#LeNCN=f$OBq&A&1rn-jS0D^b`0)5s($QAN-F<EhE*SGdV%18<_l`gBcd7iBVpH
zwDSVR6v9fR<>cgKWmRVh{7%>#hCrwZ;!y)l7CNedyuS{`MlHX-0|6V7Mz*sv6TiI6
z?1I$JOu5*UjzN$uqoDw%fUWilk{Jp?M?i_e&3PJnhQZREf&3Ma7OhF&=O2Ze=PVY1
zFR(l8C$faL<29fzz{H-i88sPzs~7}CBv1%ynHS??H9$DcFTXvikixYKm1PFqkt7SC
zL`WC#TvOaVB1BEEwD5uLWr~Yy$om&!O`;b2)8K4eM=#-fu)?RNrXF+{UVxmfRaH}!
zN28;oa2VUD(%Hcf(LzV_IYTjt#ltux7Yq;(1!em{=4M36xzA~x!MxC`dLh;#a}#R+
zF(+~Toy$Tz8tCAEG`2*cl5Zgn1}I|kKz|;RE+kx5J|Kn`yB>hbai|e%@K0IQ|5EA(
zy8-d|;(H{=98KJOs-Xh~;E9tm{Asn7dLTb!M~DdA31AeA64I!Jy!~DH^OlFgOQfbc
z#2IWH-MJ2{3~8jn{J-`f3I8et;guuV1lPErQV96?K<$BI5I_zTq@|zm*?)jyGvKYH
zASE3D`3VBQbHFw<TnEMaA49}=JvfVDEun4;GZM&k>Q!Hky6jWyo3jMy*`o<1a6A+$
z4>9$i!?#eViz7(!sBhu}A6GBBwKmUw-TA~@&we=?bkjCM!Umhaz@_7WwXWC{)PbW4
zy^e#EkPdbmVm=P`{=9BsF$Z!S2zS;`Lm-X~tOIRSu9lzz(J90~feP;<@rSkQy}h8_
z>}W7V_JOZQIBD7J>@P&r_*TtKO(AMUjwTRE-vsTMc)YZ{*#IgJ0~d!5<G4grqrfnL
z=|crWq*N4CRTSpn=$&5=Impxl^{biVc^e%5;Pn5z74C<Ia=Skp0mXhOTb6ER<*KNt
zC}e9cOrmc6sVnxs3SE5$Nk~&;`d<B1Pa<6hKY@P*3H8O{*t!CW2t3<%{oYpnM%NWH
zvrkZKQ3o<Xha8psfq^f<aoy+&_Jt1VFF?sErptkC4&@hFh0Z>|))@lv?8LTWVvW#i
ziYZ(yRo(-<(CXJ@BBP>^mU7Uj3hXT*0X6z|c7-1ZY|!1N(dl21TY*BMNf(-2qfknL
z&`s{pp+jV~-Fis+_~Zpdz-(~df<R^Dj57U&GpbkT$q&T}-MTbK!GmT#rK>z{M4#04
z9fD9avsJFryif<jH8{)8rn7!_A9k)hl?wg9PGo*?hZP%x#Jy4e<KZCFg9JJ&5yfh-
z3(+<Ze)PhW=a-laM#+Crn63y&LYPkO^Ej>Hn<}cRiw_7+|KZC+ric1_FeeJtUI+z1
zdgs)aY`wpdLn4ZRTN@mZTTXl+yn>CW_zrgA$^UFGOn_RdWXF!t)O=-nGryiF>^0mJ
zd}4E#>)g4fCR7s`|G<tA8koduo47Ek32p&i@Y(yV&_UzQ2jslK60dCFY$t(u3V~81
zA6EwjPY&e%NvR1;2BLmdN@|2t6A0vGx0U2h!}F34y7$_Kr^1myR|b`pOGuGdhyewU
z#YLB@dk-I0(E2LZ1Em1w-=Q1&OLGxLQsw{EIzwSQvfB30(9o!apBaHf)HY6hkV{^y
zie2~@LRiZnEJF>fZBsi2@`%9g5{;vei$o^e<UD-yAC!Tg6A*=64WUV3?(3Y}#z(>l
z=oAxgSx-a<fF22<m|c((M4s`1tYBd4C9&cqy(%sNf$JMMPok2N>cM)t=S*+u_#T2Q
zp{Z-XQjVhV4~acGpf)p^Z7*`Bk?I9M+b*x_S2=-TFgjN=meKHj0V$P=1RPFR?6`kh
zT^EY{!&d#94FOGw0EqYA5-wk!_U1Q)5@te6nBU{T_AU;JH|8*-N2zR?*xPlT5=pUy
zv_!DoH+Hb-R<eO$1c?}>U_Nfb^*>j7lV~yg+Yis^u3k{)oV`nw(Bl3km~q~4-h;Lj
z#?ZF|4rSsBVn$)vGm&Ch0`n?hWCQv|$0Fqgh$?Xh#S!$1z4ZbgU~DX)xC0kob?g$F
z9r#IGFaYI({w~!U&p(GwmSBDy?!C^f2MY?FfuM_5GNM6{2)%a(^<fZH(!7KaW0GIW
zzBc_hM6JvZ8M8x8neVO3@~I%Y!#Ta+w@tRl#UdcA#PM%-5eO$eaGGG(nP%2yLkthg
zFxDtU(x53Q0@JS;XaEk)R#8r1;q_Gozl`WZSkk(^-7PQ+LBp<XQ1NjI$i6}F2&idJ
zpqD`%D@f9sfYQv~-gOI4F1+qQN(#<{tq8Faf$&KHtXNhUjFQ$Qzy%<!rUe8Zg(P8S
zfltg(yAblkB%W@7nf2)lNdh9G0fjN3_K=tnAw(wzF*{JDqW@GrVjRBN&&5f874&dW
z-Z;TZ4K)uIV6lo@XI=j;dD94b0EY$U{GKouT5&!$DpiE~^b`IE@sSWS@L4Tp^$~VK
zekeGCoS|7S2-t#<m3<+#|H`lQ@ZujYJ)lOG-(|K%Pq(S2gSi|}kd9YHAMK$oTyY8Z
zg+J;+A*lJ5A=WFTp(*@gss(bw1N|8&=G3O3R}7huw`=uNo6m4tMFQLT*J>4F+QhO$
zq7NIi;gL#UTO;bu&o8-9A$}VP4F?_xraBO2w!pOjox6%%&bot_7*Tq`GUo*>nO^P*
z(Bk;$=x8X*DNw!cy}c@B%@Yk4V^DaYV6+g3xljaSco2Az4-`p5vOu`FO2JnLspGa#
z)&OuG2ZjsMucc$k&QGL;GGxey$HdTk9P72HMhdTjpRLqj4vO)E6V@5x1WI4zfbXyT
zJd)==?EM~W7O*9bo@S$gCTS!0`z&Lz^3MQM>bbA=u(br@c841Gu7FnoC%*-8YY#R0
zMW77@h~E#v5-r)G!$$#Ejy!m1$pQy3B-05vw}BSNYS$y|v2p9)%W+5=B67w-9BO#x
z4Ymm|nWmB!fs*)$vZfLQYdqahn5eFcU9!o)79NfgSAIrHV1ndu3hHj#_0)mi?f>A$
zXvqt&A0)5M;mg2KpH6JI%xNKhGy%SUdrG0X`|zB)4J1;SWU@3O$@g}z^dUzLe8EFQ
zX!(`%`89}7dvgc@427b351Q~@+f~33@yej3gum}56lzil%E?F;7>-ofvI2^Tt19&d
z1O-m=+hl>8WM2<LM(Y0~4ibfmG(vLwE4yKpa~CG}&a$$yf)mA%21rz70;MlbDP1g(
zQsgSQ13DER9XSiXApvlxc%-lf*nX73Aq=MA9;QK1P}>Rhiy`O>UpG8S#77_Chf(&e
zG{`XjAjTgBEycefzy|ysCZK!(=Q&kvJOK*u!UBr+&*2=%;oD#B{i*Pw8_%HZQb2l8
znN)QCt>kdwkKk$K*8g~f2Mu=DNd55jV8=p##-X7-YbXtjSQ%51vRcpw+O!py24;zV
zdgO9+$^-<NAOzr7cfS3V@FhlbZqMIv?te!^27$o6%6Dc`%PNFy%c0c*a0a{8>KB~_
ziA2H06Xoz{uMT2yL=z6=-v0o855&BM>epF`oD*1=cZR0Vb9P9V9|7)vyZ`hm?Vw1j
z^nybL@I|N_@+e9WD)WJ51$^zsQ=ktc_4AnoQ7``N0Ys7>_i_K#Y8s`0c8{Xsvw#ju
zvLc>DMtBO4l*lOwZT0<&(K{9CWP?1m;U7tp(B*z8L$3_aVAWkP5j-&Zb)G|?-a<CS
zy$26S!k$C)Tq!>%%K5JWfD|WqpkMb}S}fZ3Z=RqWvhJps#?Lu_=>yZBJ@_dJEQz4w
z8WN=E2dO-95OID*2W6G=_trrT|7IgX;Rh%voB-D?^j&xg8dbylO^_TwMwdZSJ%6nl
zg2O*ZzvaM}kPv_-(%J#2j&BOJDWP)biqvb67<NFuu!eAxAMvm+AvADJN*awgVlzWt
zzQ{<wCkGM-Z1d-#$~!y?=tn0j$sj24@xtW4!y}d#Y}ixx$H~DzP_xp64-N-mmxU*>
zYT&#>jPS<B#=t7tV_0p~YoLyw4wp45{?FlqNRAs?kU&4$pXqZjwAHr$wuWTe6|2Tf
zf`gHylB57^Er^=7@Nb{V6)Yb}eZ9@93KAfPP{H)aviJ9D7zuK<e8A%dTyF0RXl4+&
z4KB)Eu-!pMC3Me2qRtUt5Lm>)`sWI+tS+JNy3nwp^<$BsA|#bS@S<rKFA6ru-(B4Q
zW`l!0?|^0@Fv}>)ZIS7j8E7MR<fsXh{RK&Z_g@RMqlO?g>KABk_6{7Uf{F|fMEW|>
z61Dbc+t|N3+tAYhC*QEz>GL^(O&=syb})StqS8&wacuzl-%<6+y&_kU0(HHc*sc6{
z^n6*b!ozM|x{AwuPyEL9GFwU352B2x)0|RPTqZB3GZQkN6X!f;j@Qe0)j$0l-(d!<
zF3~t~b`mj}2EVe@oP?_{xsLm&J@&w#b$Ai;#w%FhP1$#y`L93l6L;j+7CO!vppuUP
z+&P{<c_tvD!ra_^ew@AgaL%<H^bS?J^q!XHB>LxLepV;K@!rEDt2jX)4m{FZx$oni
zJjwFd@Y($I)D{|aXiqWdd#%5RsQs$epgkEN8TUjHy5U=>_829T0n)1IS;V9Yj<WUv
z+sEMG@PcL(O9!##pT(v9l4W11$RAL7hW`0@79Cc$67VjXt2b`kcpo+ht{4c6crUa&
z0UomXlS~?F9!UR^yrtEty;QhFA{n_(R12Q=f+}2>Oaa*%aOQG6QM~V<R4F7_kL4aD
zli<Ggi<pI^$Kj-jqkldJ_d(xQGz9uZOuT!ix)`Phyd0R}m$+?2vI7}f=eb7Nl!5!_
zbST|bn?Gg50JHKv4F5sda#`*p$tDO)B&J}>29rmW?WCk-#Rz1=-TpSGJSKZE?&?3>
z7ip5QhYgq37{aFa9-Ba+q9x#2d?gm4GsPOih*eo&P|)n`?D;NeGX=#yY&EF1SizL}
zK#)_A6;^@f0J0RQCIIYWtQ8QagJe)tqhchAb&3x1m1{tT8@rDaC;jKUBF7p<D}}xd
zusY_i1HuJRy#^BRp@hq6qhXLMVS@*~p>Q)aoCG`I@r-~OWCaj-K!Ab0;2V(*qJUBc
z)KIg5K8tJYx~b#i<G}S<SXlaN#gm_@Jw^k9N=B9ed5Jn8e~|8j{1hNTGc$Xi%)wln
z<hj-sO3thQG91+Pt@&wh5OZThW`UpjfFMZ9PJ0&?=bu;9BtgL(#FVvb6tH);KxX-(
zPu^|u=go?~Ck;Px^R#&|y%KJIOacdx4|Ed&!xb2$C!#suBdQ*J27A%L!Xj(TCWveq
zdPx$L^0*cKZcW*Qg+ZvyXb-Z-0o_K(bF*-ntwAM=4uJwDh+Kobe5YZ@qQdhbCjinM
zg(jDMcC!l#mLVJA2Xu^p*1umtEdy(#C%DQHx&}#s5VYzJX-$B;K5SHo``v^LLWB^4
zNaO&9ZAioe>S$Z0(>Qy3{&@xD`OS~>UJ8cgMouH#(+Hj+QV!X}yTz52eC+H+K6|^c
zBJHFOc8e|^aD9TpEUcun?P2Lat6uOnYND-=S3zMZ__8Yw7s6}B6TL>mu-!HCw3L5j
z$TvZ1w-<ygRPhqX{%$3Feb&MD2bNKYJ>A{iZO>d=gJwHFAW{j!n4f!4i@NWFf*v3B
z>uh}il|$`EhIJi;Uv+kN_SfEUBZP$##X)ZsWW|*@kWIa53#JVhP*;KKZ>+DY3qOsq
z0QnX~8gS7dA=F@Z{o?IJW3<1;e%<32t#DRM6oeEc*_o2^Ht^32^YUtb_n-QKtPDa>
zP^e?kRwqQ;kf$?b00oMhhsOnC1Rz`t!qjenZY3lnbTWTVBNwsp!OUQjE`d!IVxr%D
z21iEUj;E;bZ>Dw#f@HwSq5h-TI-{|%5v*QSn)qGvurU9V1frs#CEFx0G^msTiBpg*
z0U_psKD*n{MGA5Rz<lfsoDP@_gc(>u1_LPDpc5x1B<N{rWqDZ9IR0kRL?G*ep)=2O
zlt-p|OxR)iHP`{Z=rgJzl=Od+MU-zm8i-%0!7)Kdpl|$xu(0xx#ddldVyLJ*UTL4Y
zbXDB>cdLVXjqJZaUZRW$9IxL(<QtOw`=kB2vaRhhY&lX=(s})}m+t>=v!WbQ5L*4W
z*DtnG-1pfDtfY(+RjXh%u?6?yQkfX)uRp>dG$aS*o6(@=IHU?~fbnBDmWp5bH}nf7
zs_>gN9EZ|&P-Y$SMJ7f@uK)N(kUwU#3{@oGeHQfC$Xg;1GyKcXa`7cN?da+0gMxy#
zwzili8s1cZp#a>KqqQCtOI{84k?H@ng*gC6VG;bl5URc~KcDMK#M%QE8z>kEapo>y
z;D!k1_d9bdO$agipF12yL;ugaCD{&SKr(W20q^ZiFw=p@5OIq^yEeR8``q_P%Nie_
zJrKR%APa#J|FaW9X1#^){dO~>(D?ps9Z}K&$ky1-L_7izG7Wweu-kfiZiDFuIvG$?
zQbMVKx8MZ?i;@>O8X*AyIJzEWZi0CXdVj+<c2*<^Mfmt%0tXr^!8-mE4@QL(qj}^0
zWBIE6I{4v#c_*R{09XAduJ_wrgAx_}%ew+~So(Ja;kOu~u>SIbqG)J-Cl8>e5qaW|
z*S-{og9us}a53P5;DXt?h&+HH3qT_<WC0OrFf<oYp#NVa3x)AkDvF9-d!VK^)FUYi
zGraPkt@bfz#(isND(KshItuH%$qUgw`ZK&<{~#VbLCb=_c(Wlt`XfZ2r*VFRa0%4^
zV9)o^)`LF_9u|bioql~+?;qqXcJv?rOkp}eA`icezDF|L14iF}(a@p)_$R?5nIE1@
zB@-<tJN+7c|GO{I#*#m;6IT!@HDA#4@MZazllx_i`2@<mbOKt0??zO+KVHWkqyPA)
zL(okD)5%6`DJWDGdi1}2*%%R!{z34FyMjQ5p1x=ddZ7L9iprt?_-6{^2m)D}0($y$
z=z;z=?EewC$lA7$+ip|C)!X->9%p+&EZnN$1RAV=^XxjmZjHt|8WG7*zW)gn0z{L#
z^awq#|Fni=h(e`x4!sQj2^FrpFl3<w8lnHRh!%%oNW)<CI{c?S*M00SA%O-z`78|S
zd*Rp5|7p`*L1by!UmNg0En^^JHj18u`lAzI=@R7>1k1@1sVOQN!eKI&MCf4MM9)Jx
zviCdBkR7)FN~ZaR27=7*UZNYn5J1rQ-OG33*ZLy}{Ps13-q7e-|Mv4@^qCVy&-8a+
zFi}Kr8T9Oa_xbBY^pm5v%<n!A7eYTddYk<2a~hBTzX0q&{#q&w-HigvsdN1W#LkF$
zVGzI|fI;B@Is!iCM1*Lm!*|<&TudGF!XSV_0D}Mq0Sp2d1TY9-5WpaSK>&jQ1_2BL
z7zF;eBM>0OcMNTjSo5*Q`QJWS%=|D2U=Y9{fI$F*00sdJ0vH4^2w)JvAb>#tg8&8r
z^^+TuqG(&d>%Fq$Y8XH;2w)JvAb>#tg8&8r3<4MgFbH4}z#xD@0D}Mqf&cXg4Bo*;
z7pkGz8<14`Uq4&S1ThF;5WpaSK>&jQ1_2BL7z8i~U=Y9{fI$F*00sd|B0_YfB%B?e
zMSSA_>jexj4}d`cg8&8r3<4MgFbH4}z#xD@0D}Mq0Sp3v9Ra(;e2)bs@l0(@9Gx6Y
zjjWNMY>ln(IBD2ukas~r8dgcmTTZ49@P5n4$yCDhhOLPy4Xd1~jk%Kr4KD`|AC0gu
z-u~5Y@#(tOw$nTjyTbKN2807G!#b<#z25w^v2r}s#3m;^SaE4v#FlJE+MRL}qTS6B
z41Cn{&Rta*E62sfwh8_q`{<H}kou)!!D<nvt~w7@v-$(OG3FoMW~Eqt;mkErZvS%Y
zh1b_sa<}3r`!gw0-?MFUhHKk~rIWS?mMhj47MD5{S7HWy+6Z(dnLWLBJ{2sd6`DKu
zXytb0FLz2P<2`;vYoh#q#o1$H{)3*Y&tTHP{q-N|eP(C(T)Z839(E576@*)n4va<D
zPgK<`wmQbt4JT;c?-KGF9#b}!EfA^6oM>HI-7eP2<JDW9=W}}cXl=>;7NG^p`y+9t
z>Ziohxaz&Ct3Nnc8kBfP7b``jaOAq&3R>5q9ed;RDBN?USVms&<ZxWJ%7S#+>FBX4
z>S`m3Im#^^=F$3-=?gzQh=rJ`hj+c@yXxEqCT#iIh}2%4$2-WQ#V@j~n-G6vv}d`h
z{$*G~)YW%=XBySjBLk1@Qqmu7W1BJdY>;`NHJWG;aw11-PlIvhGRnY*N&Ys=wDAgM
z<I5-7lj@>$%1RgN;|GizPYN3+COqAsjLeLUSZ!!=l2JaDq0I1XV!@rPX{K^y@1c3b
zWA)Q|T0Lp%y2l<d_c#p@o~Qqo%cddEqtSm#gEPi@U}TIcu;o%Bi@n9S2y?72lfglm
z9r=2V)2p(s)wVB=D#&5q8FhFxwIY4K`1_R_YmdZ`3WGg6ZoU-XkJA#5A9d5;z|Vei
z-%`U)IPR*wfi4C4NLGl<$$m3+&q0EZwNGE>CXG{*4`$UIb5`!>cs`jf8KA~?MEk5o
zF8Kf}cjnEwKvpZlS(fE#BE^C^U1mSaZ=~gi-c0nF^}opFmfxbM7~H{UmeoF)!*0-D
zjKf}#Cy&2VX&du2CQv;t=a@^2^oMPgYl{;1BHHoKn2Db)iFzilEXyBUTkTb?M@0K7
zn2Fi$!s|!ogDP^Krhez5`hQ}bG82fOd!we7D<1bCIflHCrfi<>=E`T?f%^p;3Odiu
zc@!<?Fj%d=vL2|q=-j_SMB7rmo6ci;<fgcf<<k>=rmCjab=E--S$Q%gdMu)Nr9u*L
zW=j^y8qU2=YvWtyS=@aU92LcI_mrh_fnoBxL1(U65#hEa=dM~tcXIAEhYF@ZG65yc
zC8HPftzNDkr>pfulzL}_Y?_Ax$EJ3T(#%z|&3f`R6l4hFcUbz$tbHa{KT-#+i^lN=
z9f>Flzq!Kq<@FRkV;W=bA+w2}HnsB`&98M9zcyc1d1?Latrg{on2*oK1ak|dzb?1f
zmzY^^*>4u8mUfmFWUBl3lXOqq)oQ>_rw?9fNKdNfcvn@GeV=VYrYEg0|9qIaM0%KS
zjSfi*m%Y&mnpfUq`Ma*0Hyr(^#ODua;jgQyU8(RI&8wg}bUmKuT<XUOroi*t&$KVf
zd}qAvyyCQ6Iq4>sUQKxCgx{;rakO$PZoU_KLlw0i&E94b?5Z}Wh@&b>V;0KsRg1Hh
z9;QZl+x##c+V~dxj53|@;ZvKm)_hkr<AX^F-yE|aG8;awzik&eB~36Wb2}$n`#Ba>
z%6N(Xva(LahXP{dLX9f#7yNnB<`%mAYHPvc12n#S@>dp4eLh(5cD?Q<?^u$x^gFBu
z$}?J%FI)O0Zq#SgEsCr)jaTg0;XaRZZ!D{@5q&1J^e{NNJoxAF$2KTWdNp}<%178_
zk@@T=m2t%HwOA$_)5+nW`doCf6)G<4krg^?$tGDQ-+WjW)VymyLD1MMdZh5{u|)os
z!yisp&_t5-_=lfp;2l(-8Cu61Nb2(+2#r$aIo3wVR4rHb<Du$JS@YTfnlq*8<Bz$q
z!=Lb{Xggu=5SpCrt=u{}uzAhWO@(DHVD^&eJnaph2Bo2L%G<^LSA2J3*SeDh8DAZ!
z9=r9Vib}@D(oi5P0C&K?$EMzz{+g)!hr-o{aaWpRnojwTX2dE5)cwtu6VD!N^((zh
zFCTY6iR=*%#nSSCNy}?PZMSKcwgtQ-mxpXEZxgUD$detAtGZ&`anbDb3oWb(v1b>K
zHoj9fJ5^<Yb6z_C*ue>hoxEsm|5vLrC;1F|@zNZXGA`Y5-NB1})^i`X$$I5h_nE0)
zVMoQOp7{z~_pu}a*?#wkXUB>Zi0|h}az1P{7r8@bUPw1OGubMUcE}?0OVu%dbB4(f
zGB?Y?+dSLS9~(nDgpMjUSC03VJofomMO`%_pCTR4+E}H~R8m4>kePCx!_?ZZlQI44
z*6v*rb(+t)Di^LOyv-LC`i%c`#;8T=*uAmZE#1`9&1qAGy8e9>{LMBaE;|<r9OL~=
zgKFy2x}KKTi<Ex9nS*um%Si6`PH}#*<mY%pg`IWHM^rB4m2a%}gcdR0<W-2II7RPe
zC%7UVtlvZQE!c!TI`(M%gp6ft5R1i{ZWBZJvNLnorQoxHHwqVeo;R;`UK6iiqccz_
zsWdhBt&EH(n7{7Fmg>YRQnBbY5gHT~bo)+>*GQ{N3eB<j=SBz5X_pAEg``Y`rd=Ss
zqE&j=<t#x)N^+XddhYso?qlaU@mK9We5O%yx3oeIXt6(=GL=$P!5*|fWhR`DB|yl;
zLS{R$E*H&cinYS-?`QKWH}4wO;ev*2$2<?Wv9RfbV`~vMr;c*@W<HORZu^;7dNLBf
zHzxg3h*#7jJmU$gLmUb-w?wgDu#g#&c=r*vG7pSpS}y683j|eFd}|`kP*pRLL(#Yw
zRqs%)^|2k-eW7}zh1Tlrxr?h3Qh5Q1j2Gn2p6qJp=C*i95Lz^3K@=%X5TQz<uiC}_
z{Y?t}vR@<3r$zqTzCTbbr{iNzj{7mw-9JxClYWT&v3(metDNDymOV!*aVU{jPzF`{
zakA;CbH}*vH0jz(2T?T_9e&sF^X>tuNX9wxLS6cmDU&9SaHWjlQ339)D4*nscZ4#n
z=VBW?%7n;<P=^jFYm|*xO`chb_Z5#26+3hn%X95a^1Y|H(jsz$Y7(0|r)>{}7mzrl
z{OCD*o2zuiNJ}^`K_Rf<yMRgO813jMx)7XN!-I<RRZ^+D@B8x#a%}L7)O6nCCQdb+
zNwGYYR25BSEPH6;osA*h2i@)Tt6I@nMAdb#>>H-L7T;wPo>6j24^A&jz-AS=aao2y
z_PqFw=*fy>Cf5gFRqQPVvU}3vy3CSJ7aVCm$1OP&$$0%!sVsiKxM}Y#QcHRDBN3JD
zR>dW8zGG@PlAdQr2V@sN%9+l~IHWJpKiP4_?X1`fHG<SM%Oa8GL~9AGHCE;=#<5eQ
zckz5}F7%QeU_Jix2AguaY^ybk>6vqnv&AK<JPk*z_+D8hQ>Z^TQ#fMML-sv0e1L-U
zVPvU;ti4e8(>upDk5ztsc%`-LNsXyb<`u6VM)8c6<uJPel`qn+KU=&uHHoBc1$7fs
zsJYBk+36O<v~A*xn~q;pFFZ2IuJvl=t<0Ik%X=darwPN9C}@c<PgHz!v6J}lZqbiT
zr)zOi=3_{C1@oj%*3`L}pTh^v`{#2-+kc#OIZaPMzs7E7N!#F>FQmy3>pWifeQn&5
zzMHr(Yd~o3&a>nP14Kc7>W`@LGouJ|GgWhwxdJq08N|kWZ=IGWu51~Q^FLql?c0U*
z#7104vHC~n-<4p|5qr0$sk>UWAGGL{;XbpWAExj%%OT|uy|Vi%K6S+VRHdst&q&*u
zG~G~MFFq7kEUuluP({^7r?D0O^94DzOVBDwdf6eS#Hsj^-3wz%9xXw*4iRB#yRPIi
zPHB}vGrhM{R&Q4amQz%dL{5I!e-U>m_e>I%vO!g!RgU>VEtX-X&QH2(crR(+9SIMp
zrRr^#dc~KjC#-z=%u#wCx6BSwZRwluh7Cpo<*c&gpUF!aRN?fc=y|O%xt=*}F6>X=
zTD@acK^^vt&FJ`)iHmae8dX_PSjT+}((i)y<>^o7_zycyVU5claQTvP{_N&K0qh@Y
zeivxBm1?kGunFsS^U3)Sg@y#}P<iBvMu+(MweuD{>n^8kUEf_NKVZa!tEPob!}x49
z=OdO<C+8BCUEW4>sTIc^d0&N`?KD39p}Y|z%Ioy*tM5P7jdZ78O6Rk>+v1FWG=`z1
z-Qc7Ro4Oz2i3J1QS6AMcsjj?8m3@3E%QtAsvHF0h$Tg1+7m*Q%#ZMPqWv;&t?73(~
zZHt>c$WN4!eWSI=bT9ooM^^Fn?2Eqp^-3JA3zL0BMeJBfc`SS4*CxbjgRaX^wzwqm
z^NgrE5SHrbmGrtf?5r|UOih13Pk<Z#VArNwBr@zg-G}2PrIN<EU8xhv!3V8~A6^%d
z^&mfCx46EQdis=7^hHjYfG1N|<q1n@M>>vZdFlG#bthFBQ_T85lOvwHWjtR)sFKr`
z<$SbX%~DVN6Ehw`j!rDsh`bngZ*ob=7*0~!S={eJZEjSb=qj<lkYInvr1bcFXYIAF
zQ7D7V8x#lXWYd|n5%1ZPEoR^B?2<_;gacI>C4&4cl0)e%KYlBBQ0YA&?fWQ1*6hyF
z460!!dqU+7cLqkSJK`6HY!t3N%~pG^TO+OeWvF(ql1)-Fs?0smg(eH7A?G0H(x>)_
zB*0RI(Z+2-$lnt`?}uOf!N~A3HGKMakCl7BMmKbe58Uciv2Q<fr0_M_jPq%Mp;0_r
zd-_uq4f;-uAu5-fK2#-!@;#AhA3jLda$zT0&Cbro6?>T@9ba5Z-?*KhXm{<y+AQ|c
z2=%*^qPNN^{$WozM||Jk9OO#=eEe4OVRMgo9p-1}?o3_1{Cv)tEbL}CTL#&*f=s(8
zNq2Wcvz6Dt35!#`{OogI!@RF0JfCBFBP5+TO;zJ*^?huKjq_Twbl*yD=9APB7rR2q
zX_c|{)9%Mfk6CFv=e998-#L>;+xI=y(G|a+mG<)nW#9q3J2os+yxb-<jlEsR%2Osy
zhpmP9uN_KAH$3t3Wev+*QJd6}?!#3E*H&D<3y}{Aoe}Sh5pj5E_c6lx#r)j#7K7>p
z5w34yxJ@FCp4jEAw!3%V+3Q|=d0~$6z8o2;5Q9RdihNI`cDAa${53JHd5t($Yr;a~
z=fx_lA<If+3GylKrcW8;`tiO!C_C;}C#>1=p>TFbZa`RwRq^=o9M0kf=DoDbA-j&9
zzCqj`Rp+mx^oMtZ?w8RjHE%s0Gvk$__k3(E_-MlOyNXCCBYtj)w{VvLBbC<a?lg-p
zW=HNfOB|~uPh~OLa(cJRO6I88>QD2fn2qkPOt_~Q$5TGVXKIHdH=kdcDXN<cAzH`L
z^sednaDwm#>8mI4w7Hg}d=Ac1*}VaUtSVQV9&x6-d>%@-=oT7mxT0+#cDru5R=#Ge
zTsgiuAm*}%yW1`8pLQZ64?lmpC^))k_Yr&AoP_Jx!3EQx6EgHpEC;K6(v~9`0wy>V
z-se^fM@Fa7lK7sbZWIZ4o_m${{E*Aikp3d8=Dd`-<rHDpM$yQP@Vi}oHi>~@%sL!Z
zeX@-=B@ZySXOs$(R-VdbpCCdxHx+)V6!@l3&+l*Gf7thSnwlkL7fT(AARH@CTJ}`m
zEx{)gF?VOl2I~@<9;uPkoZz8j7x!&tTc`>o5RCm!nU%$L1Jr-c$bObnld;OJ4TtFQ
zKlZZT#c%Jn)j~1ey#2zFy*uCX;mt@QdeyV>4=6L*uSO8updo#7;gNQoqv;WOd*a}N
z-rU7ox%9(C@wy7CmDf29I`AeF4Bi^+h^@`x;rS&dimKi@wQ;t}-Y$*^=bAL0SX3sL
ze}Vp;N15}C&v%`lTvSs|C3$l(zSA(gxrm_QqACvklMXd`BTwC%hbw7WuKI~>&-N}Q
z-Vo8tNl{kUnYcMbWPx>^gZa%k_5I@%vn+9r<y*z+V;XP5WUdD$JgLr1eQSP8)oz{h
z?i@Sc{T&lk!`Eg)x4s2#PD~C{>AwlH>I}0#tUxn_D$jlTfU?I}w(G3?S&9zhYxicB
z3Wo}dBx}goj!N3{leS!GWk-E<QeX)YcT)CuU3Bn@@Nm+5-5%snd7695X%e42B!@$3
zJZ+}lLQ46g7)5q3S^wgS1eco*Th-C?T^BPtJ#Z$^=6woGQ6+Cw<_tCQ<ejBbKUwy?
zhWP*!^^Z&M*KN$tQ83^uUne{yr%=REw0TZyi{$CL4o`1u`tYq36LpIlj=Crgj{vEy
zEb2#1UjnBJ75eHrudu7r)xA3%gil11VfdUb^N8WC>@(DFhlUadW8X!)e(HSXf5}O2
z=BeYb2gj7riJnN#uz@ZHMr)&}jfHpxx`TqI#L*OKG?FXl?gp-ueYFU?e<xm?K<Q*r
zha83B=$z5#)I#x^nM_M{YVKWUV)37=TbVA77Okqeu4{H!m(_hUiLL5hA0hsUefjw*
zjtyL+Zd()Qo<zKzVucku7l+B5wg&S`mqp(7-c8e!KR5){1p0^K<-#?qJj*JsVaIdy
zKPBHIs(4j6LXq*jwC~CRCbA0rvV*Fep|UsBgOeR+2#9rFo?F-m9(7o4tKRV%arJ50
zun{l`d{7Za?>1e=S*TR8(b^HgciFboO7&FlOY)JYgR-`#lyN3VGGg2_Xv9uM8bz4W
zRoHWl@X;07%UON2D7H5nS@F|tur4FgFp-t6_YG)}In*qbVQO#_h4rA~cD1(v8~MR9
zCDJ;g8V7yn%luCS+_ot${Y-n#s?#zzSCZ~_p{(l3)M1hK6Wv7*^W{>D-?$s`*~O*}
ziP{P$$EF@-vm6z2k#(1FX|*j1Y5K0END{do^EJf3R`!rOOXLcz$UU==6Y&ysQtVOL
zmCEDt`k(0Y+5>8n4f<6(872uobd&R+R=e^h@``C<ZULiP{#_yLncm1yX}5^anl!~_
zu1wdQN}^^y%-T-)INOL>cyC2({A8V#VfEhrk;KZLTTpuF`KR+;b>ptN9vaQUl?SMn
zil{dmuD||hPBfeFSRu&n&|)*yq~DTuc+H;RNxH(?nVjpL)8}f7<Ue40E||@t4s=90
zT^A^tI&aL>Aal#uV{UaWE}Qff{u7NmR=kFJ7f$+|$tdG1zx@2{=yk)Zd_#2f{<hT~
zGJY(IG*lucbm7b8Q30#Z?35d%l=us32x!DgoL=s!OK-&T>C*Nbh-=t%ovPkDIsUFt
zH=lRjOTeMqa%SV}N?YJEi}&HWny*e%Qfc!h$J(#ahX<IbXPW2+NweH~S#+K!+<NI_
z#l}W=fsW6h;4&Fi%UWtz2n(TzXw))$X1&q*qd%q|J;yUopbxy+KvGnkG*pUXs7QD(
z-?;qcbA`v167;-jxh%COC)aYm2JzG_QnT?KJ8L%FUol|2dswr^Z966HBIEUs1g!Pr
zk>*UB_xwrE7mHNqT~EIH!mVlTmZQtbu~S!go8kqrbE6m;jYe<Zu~Tn<$$BXzXD;P&
za5jG|E)gsHZ88O8oP$ggJfo<g!z3G@o8A+CC))N#U72<$*`R75V1Fyflb_9>Q`OY{
zE@4D+RM7tL=fEi@Z+Tw4P~UN;rx7=D;;pdB<kT;BM8C36v4382>HVeC!xxpabTWo)
z_|n#!aSkgIQOM=xo!R-Q|2aMK@&VtKh~<EkM&<N_vv;vfa081h%gJ-XSL<&wZCa&w
z7V<_+UGZFfB}G-mNn1@2;}S#=s@lP^7V$xL+G}2M!+@tai)o72Pw%Z~sIl<nJHbaN
zrtaagS(!H*jTy5Kxo(DbTHPR_&F|U1Wv@c8-tzwA1MBaPyni04Z6!U86LM2~le2)c
zC6smX%*aeD!PEKii-9J#B-Jt0E{&hnjFcjC3-pBZek7j#HeyGhJ74Oy;g;4pB2i+0
z@L))V3dPrN!3_QM$CHf3?j-6SR|~i)a`6qWdDMX{6S1cb^j3s53k;U}ac5$yiUWGi
zb+|Ske=D-P-BDDPa5JT|U0NuY{P+ujw+?Am4Q?*0!B-k)mD$|*1FVaC9$Ssy?V&OM
zmKS<n&Za0vgG7V<!vj{@7m=vfCF=y2D{zQ;88`(lKkL3*s?9QRO^_mZHjY<{so*Bt
z^Dm`OEX~TW#U(ShdWJ=u-u9OammQElGRe%qbHDao$Orr0cJ1tFPeUSa^NYR_lsGGN
zM8blBzTW<#Pd*v5OjS6aZ631<x!0M><ck~6XIc`9_3F6LRZW}1{%PXJ%L0cUoTuL$
ze0xi`l#xt3(^_7~60d^ow6tFO51UG}qfA0)q)4soTzdvf16^tQr;XoDoxI2@Y2A?Z
zI&WL|72YF)`0|p@<goXA9a5J+9$%}nwdHl}s!Af$J5?r<x;`5hA1!-KZz_b-M|7e&
zX0Vy`T;)UCXftmo)A`ccm;!>ha+_n9MoKroQ`epKmrmjEs3CCjrkfaV?rim-q(tc|
zj%Q5U$&5ZVESTvky%ZR<WFy$(Vi93%cT*+wlKFGLLx-Fb%&MnGPS-6h`N(vh>$pvh
z3fHi-H2Nx8Y9sAJ9~z(O!K_(JZYwAgvPCbYbEPK?ckQuNY5VmnD;n?Dd-^{d-g_*L
z<yK)?Ir>a7udc1%P_<9but;E~ZjdcP(nm5V`hG$AVv_gG?=qB&7Dt+t+apgf%;p}&
z&d8JgI%apbMboFH;)hr5&{*O$S60jBJZV8P{!(dOo}*`IkK}2U*y)&(Aq~S<OsVf~
zg)wHW3ee}eI#Hji@oBz;`%w7}=h%V5fsB(mXP9oHYAq@<7K^R?ekS;7Z{2X}KJ;8c
zX4Huq)@skoDp}$kNfWtBn7z8?3Aww=xh#eTm-ExwDO%=Fd^~zf=UM#Nz2s-~rU_+F
zbr|QIvY(Y$%6H_^F^oyRa^&_C()pwv8T&rXZdN62$OiAr<zPO~;Y#iYih>I6t5gy3
zuT!0z78T?8sV#jOqt>r)?`9BlUy*fVQO$f|%AHH{iYRgJUWw^(Q%U|k>xlH;lDJDY
zeIw>Ki%-j5D31HYrCya~68Gk_)EVPVMGAMB!TVp2bG%sOnago};hClKU_DA|vsH-Z
zNNb6sxSH|<J3a=X<WS8s!yMUmA+8_qlpL5cU6d1d>HN7^(e7~6{*`NC<1+g_+&01w
zjjZ>F8S6(r_YIe-W?9qDcy-9UI4rPv(vzD$BYg4GTkY*|W|fz0ZgI3Zw_Pq{Pu<DR
zp;fKRU-`flHGRx+Dt$#Q$}^wJa3e$Edc=Aj6&nGGVFKR(!Fs1P>BVK?kNEnLB6=Z;
z6|*s+j&fgxSYGqw)9Rgfv6_}A!J1!oQ&o{8Z`q76I3Jwtu=>4XIiKZXbJW^^#s?~j
z9V+K2RqNZFYSc%_rJbmTEZ-^3aJ2>vC|QjyH5RUt-w9)=8h_ffpmCHm_1<Sm1GOoU
z+Dr+y{wvpH_#LpRy$<_v4b9vxc^2B0{6qe^-_m>gcMNn=*ut)!7l;;#KN8;|_N=-7
zP*y?c<hK9BCncQbcw(78xq6xt?EH<qp0P@;G5D+3oTWscoO$ZXFHFF@sK1l>a5{ly
zJC?`#4apDlXYD3pJ&J+vb*OO{6S}Tvz3}*^Dv-dQxD=S<;QsN7NoU%T<EMMh8e4xz
zy?s_{+IGF7Qk3ykEJ>vMdusvVNaGUhoZ(I4y&rT^4jOOgiMy;jFMtgr`)CaDZH6V>
zFU7X>#}kt$`uxwj5>RzHDHc!Rn%XF2#r00TR~vYl8M3QTPAZ`EIjx3BINI|*d4evL
zr}UQ|tut>0{hiz>e&m#%=RMu6Y)<I#bV>G&_~-7RN330&x0LTu$SAa0x)P|#4~X{E
z@h@t=Q>+m&3L8C|oIvYT))b+?wp&~O&fMiEY4LZ@{Px-&e*qq>3H|yXB1A{Xa{k#_
z$@M2^rMRV&qmrq^6<cdNTN_gwCmKE))+@HRY#mhXjBbG6Qo_{5@`kCDgVF7O;n<Wm
zwKTVIqT%4<=AdC!bvAaoZ3mZKvo<n^H#PJxT8hS2rZ=2uST!w8zz535&kHx%cZhOu
z@w4&&gGY3s5evzn^$p+4oj;8C*Il!iZ(<O@Ab>#tg8&8r3<4MgFbH4}z#xD@0D}Mq
z0Sp5FZzAA3gej+m$)m;~fI$F*00sdJ0vH4^2w)JvAb>#tg8&8r3<CdE2pAC&;vi-W
z-)#eOvHz->V<wA10D}Mq0Sp2d1TY9-5WpaSK>&jQ1_2BL7zF-15eN|CJBAKvSo5*Q
z`R{}PGiwY27z8i~U=Y9{fI$F*00sdJ0vH4^2w)JvAn;#>z{!nCQM4`K^<LR=wg0NA
zV<wA10D}Mq0Sp2d1TY9-5WpaSK>&jQ1_2BL7zF-15g5c24EXO{c+9LZ2w)JvAb>#t
zg8&8r3<4MgFbH4}z#xD@;J+3DOCrJ}NMHcYj?dyD0d$DKf6IRj$G31&od3D?1NWa=
zKZx1b*g84VT&Lk?XNNzl&~Wi1A0zKP`|rH_?|l33{OEUXHn#ouU)OQ7aqR!jx&MxI
zm{6hNX8ScBH`}lAxY>S<$IbR@JZ|Xxfc_r){&?*B<FN0K!@fTb`~EoW`{S_hkHfw{
z4*UK%9Q)&N>^~RB{&*bw<8kbd$FV;i$NqR6`{Qx!kH@h;9_RjeocrT(?vKa$Ydk%q
zRfdfdbj@(2`85Koys3$$k+`iJpo(0}12f{~=b(XaDj7K-?KRlh_9xA%V(Mt?>~O=>
zk%pV|*K_T+%TPjEX9x=;i)U+Wg@-&N@-8Sy!z%vwq4~MkX*fA~kf9|lZ#kJd!22yD
zCsPU28@49UdPCCI!5ZCugB|Xzc2$c7zGbRlWNk`wk%iUF(%jj>)REQ6*o4{C&XM_s
zt&NMRgOjNVvy&~0orxL4{x#QZ%xonrp>+p0+znZ(Uqc~JsNigE3^#?*|2`4q5&zUY
z1o>439+8{t7jDAB$YTKr=nwed@4s+F{;p)?1aq+Y^${mGv>`#?PKA>fAp6_Td^Eon
z27Q5p?G05^CjgpNNkS4@jhMPQ0T{?fe{>;1F!-k?B>Rm=_}MuBq3y_`hU~);o?|Z5
zBS9*(@*g!UM;F2pgr}Q1;?D>d91KCdu)dWXlty21O(~CbaJsvG;;d<#Lw|Xn5b2>y
z_M06mTY-Ic`C?2s3Eod<t@LzB$qwYrBn_R=J=J4T|CMTb#(Gsi_vB&Q5Xa0Eu{*~i
z?|)`EuW>fy{@Iz+<2&j#EZtVQx+rsH_RA|+M-JC2XB@IP;;d&#hyAqGilCn5ekSXI
z@P_CU>4^s;Uq7NO)T9t<cF<Ex>WuNZ@1xeqkHx%qDW}UOPPpFk=ZB2XZ-ymgIBn(V
zJw7BYXiw4>tc(;_UZl;Ylav=~FU);gsQ!o|`65q*obpDoJ6q;l)Vi)bRZOa;run;}
zxzy^%@90Y$ey(mmocU@K)~OxwB>~GmIFG%gYU?ZScY|8lx1G<GJKM{X3ENfUytKW9
z%*`VSbg#`V8!2$KzEzK{?LDB~eYLk|Oqx<;P+B@u{7r_*n2uX=>qXX1K4P5J41#09
zCyhUxeQ>yuOhX}l&60*-Pg)_7K#W!Am}O+y5y7i7cRFauo0pCV9?&_we)_<{Ap%q8
z+dOMcjcGS%`r3xGjNb$#3@~=He9dH?*3BQsZoeP!JvUcOf9Hw54K01^rbgmI=mU}0
zjZ_X-Mi2S^oZ~l62)mxDgp;}!q&mx4eHOkbY!iJ!{G|rf)y4E^N(DW6oA42o5_Rq5
z9nazGesfwqkNN`M+T7C=$%r8@irmrA%VD@&*&I7!M?U%fq4u=<H)@t#HPyq3_?tta
zTNbs?iTv``F527|%6k3edqI&&B#B$Zfs60MQ?4+~`8VG?Qo(-sjQ9w<#5n^Zq2;6L
zR_F6VS{i8m`ExCqJLzSK!`oT~$MXgsXcA<$*fFR}x)LxnyOS4E_A`a}SP$A&jfQc~
z$QOnt>h0ua+?|iKIawNgQ@nWBC)%at8;_4+tBq_++=FO*v7eOmLjF#;>j88}g!pPt
z_j@JdjV(1F9Ll9ou+;ocWw66VzZ~`b8Do8dP^^5Xf>hE2s<%CZ$@dsfCn-=z7h0ci
z&(H2-Sx_yRwYrQW#AYwh_CT-peS(8dlgW1Tbc}t(@aLJZY!3Z%5(7+mb$nsZh`PoU
z5~Hdt=iNdjK2t0DTr%Q`O9)+hVE!?P&0Cj{<V$eETDhi$-t0s4SF=0?dQ%1yN<3^g
zvhMZ>9UpNieb~P0`p!nmLwOs&ML%NcpBWZHSN}%+eoN=}k25bj5OE-yj!q7yM%H+4
z@#(trj-xygdrS4kb+^Xk5?&r-^>=#zKI)^?2Q><h8;gs2GiulSj$W`A;#3Qy5E!oa
zuI?c?HYu1^yCrb~hm59sZg(B~t+{K7=SK7W?U(CYxug@dk5isRX{(dCyEqFlea*{i
zkL|b`{l?g(EN+LVUT4lqe<JVct8}g(x;1I@L1yn3PsKF7rOr+s@1Jk2Tl}0|t*2|S
z^KDEZ{ms3)V^_@r{FW#`E3Uh!e;>-v*7TY8F;KnlBoWX-8$NmHjK&e_m5nd2mRWH|
zKXI~i^5mvHIho$};JMkGj{6h&Ux)C<cevhg<}NHe&3zGjEz111e&de&#*bG?x2e{Q
z50Om1v5Y^*84xgj|5AnE@%sLWxsf^_3bIW(zwb#@L0dMmGt{=bgpW;T-!#^HsS>R(
z=8tpPjJCO@_h_3Y<3?ROJ!(>er_uP3H%UD<aEOmzM>{L8`yAzBX2!0=U~bX{Cf~I9
zjU4>dmzUZqC&bOvS<DaWer<QC&=VP5JT+7EV|zB~w%FswCi6FiiQ;BIgO*8S@B&46
zIha<&G}=4UU2GK;o@R4cw(m`pVui{CJ8ehV-%0kPH}GI!#IH_?)6<CU3CZzs^XxQ_
zj=k90h0{+aqH4<Mgo_g*H<;pd>7r3^UP4=5UL~i!`(>wtTQVZtl#(LmmklW&^axU_
z(}gkLnLTe^!XYx5>R8PjC49SPKx~e0X!5dBY(Nhwn^;t~nI`$^2alPnP(vJC*Q>@{
zu*XJuoF^i}{WJS(dA^P{bv||X`ay8Ic;va}w{ioX5%&QXFUhiT?^jl%X|?Gx%|h?K
zRIhtmR9inR@x2lG_$=N*;_JP~ZnpmHF3kJ1<9+rM5z)otRb!L1&0qZWt-mnKbQDYQ
zf6nh73mj)ZD6r=>amdQ8=&MMep1k54o2~j6Dz004p*K>a2}sV&g-FJktMi|+%;&(8
z{U|xS9P_<fF8FrnyBtwp))@JTiV^6Pe7S04317OfZ18hL`)Yp&FV`aV*0Z5+y8&&a
z2c#~o-FAsl{%n45=7T>~-B?ARz_+TU7pW&zcsrK*B%aEcohplXIwv25tu7Pj!lyZc
z_2%Vvu7{ShfbNaFZ;oR`^Q{3zU-5IWh{t)qg;jo(Rb;JV?sJ?Wk}ke;dv7?u^2?Q4
zas`5d$k+qB&drW*bWVRtF`iC&&|Yxr;5Uiyt{rUI4^;7oBV{zjf+}4rvYhq!!xl!$
zsYinb$lZndc4Brv^c@ph(0q|`R@^qRHZRVWTz|&6?o0M-c9gE|shFsOe(N7}#!^g=
zD90WwyBkYp+0E10Hm8loh+Q4HG<HI*nIL_lAn5JGv9<?pD+dq148h%tS*+Umz>~Gk
z6zoyvoy?sZqvXOavntVo(<C0Foo_Ak!?|Lt_|&q?o{-EZVp_(8AqS4iySDCRCLK*U
z<pWhO?vAaA&b%g#$&AKVyQ<Hq&k{Ez^LBtQm}_jE(pvMPGv~+#HYsXjbGLamaUAPy
zO7TpU^K~42&FbiZ1!EO_vjXc=2iMv09tU%=lQpD7`NbZ?whX`JQ~FehrCM3RsgMo-
zCc&#M+#HXu(gRCI7QBlh7Sk)j4^E7~=t@~PWLOBPFKezPUbB1XmGnfkTj&H^DESA6
zdi-<Z8W&gUFaH>}=2iOSLLRx%QRrhAf<-lM`&p+zgW1J9B-OJ*<w>)5(kmsu1ETzo
z6{YmI?342ZSw=#$iX#FPn`kOonpjyz8*C00jown$&hl$-sb%yxj8w|CJvPO8eu2e<
z{!kHNf!3lXPKeGE&B-Rp*UaHbHbQjg-(o#v(3mMCioT^(imkVNlZUdLQtuk=(Q22r
znuk$8+?VfCj}htam7j@M@w*-wt9x3wV<lSJ`mj#`H`X<_{3C|X#IZhMD_z1dI@@>i
zMAYfy9*dRV);Q(yn)WPII!`keHl5PY!0sgpYM`z<+<k4DgSab5p$=OaHI8#N4Xb7*
z!mlkTNqIc-EiR3lTZpbQ+vwyGbK<nGaWnn4Z7TkUyY9*{-2CinaM}+?Kn2@M_KRLx
zq|BmRM_S17pftv)88&%yX?CB_CnjG^a9kB0qerdTS3TBYNJv3F7FU?N$3U6OsT%C)
zbSqX{D?TzTvA3~eIIS%I_7O6jv=A-w7>k1fVK&$lbJ;Rgq6c0dVgK>gc(@`9M~nW|
zi-*S=5-%rtW)`Z-oS;d6KYO^1LJo)XhmtefbHjD>WVtSt2*aKR7ik7cxxB~=TFvH~
zI*g(bg|&|vKlz%bohsbx%;(lRdgk(_-X9vck-kzLPABLh8`2mv@LdZXP^%O_`J`Td
zDwLw<)K-I!<=34EGdxHxi3tp8YfvfWOd7R24$!L=mtWN=Ow6f${lc79bHcZ>ptdrI
z7srLzvP?Uf<0kdSe4H9bRD{?;ZpyX56Sl^pJ=k%6Sgq6pNo1}fA1j!ZcH6tPG!$-5
z>hb&RjY%<n`QDhHdf?@Gr|&13-*_n!7z<r1xDy&p*?gi+Ce_mVvEQTmh0}NW{JToo
zwHa#bC~+4`FNtn!?QGy*Vd0NDcS55#F7hsAEc@%@2gSwbO2@gCX`f$`a&#%94`mh9
ziu@}7<%-FD{0H5&6>`Z7ffLWG-2*-fHENOtHU0FfygC!HaI(feNw#9WL9?m>kNdur
zx06tcH;z+es&9zE&&kLON9T`d(dPwNmRNqw>`uF=EYnunLteO?*cATawTwr1?A9Oy
z*UMr8ExpC&VIi!|C71IHA{<?X)3<GezPQd=`M5r;W46_2Q&7u@+pDu}`e}TSD~U29
zFyL+0+?VlZEAKDVd8C=mZ<uLr1uBZ#T=zS0;&WyGshs#_*T(#~a|eSj$5S4;8)QlO
z+55J!_xT<DtaIrROGzhA8LB*s3roKg&&i(cB+t0h?Tr)6*>}ZpXiUH9(~G=>!N$1G
z(qX?RI9PM#r2c^x>MK7o4(Yz#AYGnpS1^;9lXLspc*lG&tJ-~J;=_p##71`Pdz+uO
z21+kT5wAsZ;Zp|tk3PJnsQ6Tp{fN1q_M?bow>zR(QjR??0<5N1RE4~utcq>kIPB4;
zmx3i2B$-H-g3n&BIL%QWlQ#KzLy{%B@6lK_MLheF^yOha5#4SttGpYJ2kjfLN^ETM
zsG;twH|G0s&pqjhRVkd$zbE|cUWb>vS!h66+?bL;bB-wXO_X;|41wl(bA9&9UlRwz
z=2Vm!DJLw;qHdWyW?+67tw=Unv-McAZAnDe`k-+c$J*u+X{)QxgFUf`+#@GBa*nze
z#b@TxPFQohmK>hB5h;xoU-=TN?&r5%f4r6*lDTb?5b4t%q_>W2<GeY1x3T4vivr90
z=H)(L+LMD;lAILST%|UNq7;Rw6cWp7^TloyE-D#&RFNTEJLx9J{8W3Gd8NRLlkL6h
zQzttl!i0N-Dr|qWKa;K`e`1{0r@&Ihx#w0^qj=ZuaNeHv7?FHe=drs-U(bL0!r9?o
z;hgVru|cwb>g1HytNhCGN7R~y$r9zm4pLHjb6WONCvUnmb9H9h8@G}_(pC;V7x$py
z0nL&}SWttgm_=&*?E}{>qM{7F>D2ZvD4rY+zs>!uJ7c`F+6<rXhP>%?bNTp4o#BKv
z<@V<vP8|)~D!0#UHE;zw{&eZkN{a6eb+rsHJ6h{;oyH}h`TTvs%4*x?8f&{OF=jD^
z%JQd=x6{`0@=n{JT*Nys7<FFyV1tsqx<%@CFK1ev){Ilf1NTnOi`in+3M@e`m4yQ{
z-lc{a6bD9#Zm|^*Yu%unxm(GtWo^~FdAnNJ?ts?2lO*)CE7;2}>!K&RJ9+hdzx8`1
z5I_9hQBIU`sz!Pt{k$;M1&0tjfp6EY)J&A4I1`9ROwZ;GGD-V4PwFlW=t?JApE^}X
zHBoq@)ZBGCl09CUZ;GFUe&g^%GB2%wq$mF$cV879*RE`9W@ct)X2%rUam>sRGc#ji
zjG394V`gS%=9rl|F}!y6Irr{;PR1K~zwf7et!}kesj4(Jr7EfK`IxP(&^=j`6J5oh
z4u=One`%SJl-rbb^ijx%iHBCqe~!%aAmayuIXqk%V7P2wgJ><GAXF@o`a%AcqcJ!E
zYrE>UK)c~KLgz6(QLN^B)wUUh>=ihA^Jk(UJ&9T2&GwDRjNKk;h<HW!j_#`r&m^=B
z(!>G<bU0frcTZ=@Nc1Seg|W^)OMc<UatA!i1K?1bqxQolyMf;GCTzd*?JHs5m#IMF
zJ%}aS<E|V7wZ>1gk#z7FO!3?sjiZ~}pbCbL2rm3J5ZQ9)^+vUBbyT&mO!}A)W7;iO
zu60I7Bj3a`pARM2Sw`wUmie;moB0E4PdaQg&C!XXK?H6A!*iV`R2V|5gvc|<F|&$c
zlTUX(&mO|z6ePik@6QP3&Zu{)d?>-U<B^5Jb`yls9?zN@N4i1<!zq!20||%GEJz}M
zx1YECWkOy0FbR}L#V>?@VycP?sMlW(P~7O5n<Z-oUhg6=kpJmh$?&lK^a}f_dIV$A
zW5o@h9o?4_Bp$1xTVStjq1eTv)eixI+|jYwM?H+r)~Sc1QXjCB;yqay3%JOXlgg6D
z5qz9+q;~kwGXu7EwuY0ZsOHp~Pw&E(-aUDmzfwm_4B_X;pg5s9cM@|q-fsnGq@3b^
zz@mives~%fpIYOfVnA1)^?hQJAss2mWVyQ#0t}}e4en&)BvE%=PeD;fMg_a+gN(T*
zbAGTCnDIx2<CMYd&kCPoRD@J3T9Ab+iegYZ<;>!&zs&|4P&uo^t}&J22D0cTQSp4O
zG9Kj0+G@xCQk3DzAqKn@xqPzh&hPHX%svfi(LR6d<se}pcnuq%w^s!jBuKvZQn{iG
zxp0M*SlaEIrUn8$qY@9-u&t)u_oSj8$R;-#n~@L2(W3G=2C65!f9n`2puiQ6#ICLY
zt2oXG(w0Fj^NbeHe_n`Wv?~n7<|fkO{K>gTMD#9qzhIqP4zb}`5JF=&06LD|i=U(M
z0u}|6ueIbbhDRi8%ef;PE&-ok(YWNAPC91Hznn$>;i-sA0uJtyRwl74>b>Y$6s-I8
z>H2O&_JoI2F|)6>V$AjuiHy9TLIsrOxk_$2rh-dBvMttJU7%fJ54dSoW!@!gD2MD!
z18;q_pEQ_ala5PhcfhC<ayK<KRM_!=8Z|;^r~f(kZUhNE$9PAQujr>?DYHPMj3p~5
ziyZYf-K&P1wI2TF-h|sm&+#PO+?jcsSbOgpn*}XD;T2Q;M&ocq?HcGWdX_wN;WBvq
zRr%^f5zJH#?G#Rmw!L{5d)-V?9<z<X9V_m|!&`N0m3FSvdBC56rWFEenN2LAOZ7iw
z@;>(t<;7Yaf<2X@5JlaxYlqA-3jiH3qnq<voqQ=lH<-S&W9>aHM6xJEgM=f6?)q_@
zyMh-nGvLYVS&~a%LjfG{t+Is|LoL^fitE|neRL~M_jLlaw{*{kM=m@Uw}Yk&-nH!m
zEh%(v>ldx@jg6>#38_oCy<wX8Y2L3dFn%_ab>D(@)_7Xe96ISR4H(u0CzyTo-_!O1
zQ_e^|CGL^TY!QiYj>Gli=>(5a6n8-|C)o{+4jZ{EQ^bDu>DMyUFC!@}qbV$~*(9<c
zuOTr(aDCn`)fK<vS%%Ro1L+Ue<SvI%%<CJZag7WXLL@*#qoS`J5q8(tYP<z66J6~i
z3;yZKORN1+a`g;?ocQjjI;w6k^NipCG_M9a8I}5aU<H(=AM3;Fi!VeMunk_Iq=%U4
z%s@}dM*_CMuoNhvyW|J$I6}h(ef5o(T<&Ob_BIgNAJ*|e#TIaCqK#%zq&_~;Uv`v~
zh?|`%JXskY&Ys1_)*U;u3`pWC><=Y$BWfeltb^+fu_V8-9BPxEFY^+*V(68WBs#Wr
z168%O*p+m=2+O8@mPDi+Z?SdJD29uZn_gi>=;-x@joeveA&-{dK+7H4Cv>^JiwFvt
zntiA4^g5IzrtJ<n?ltD|_4>#&L;E5myeX;igx3Cj6Ir9r6gGM@BN)palpZr!co-sQ
zH+YzK(ir$b18uWi0ZMxTog2)FA~fV>VlE1<6&N#)D8iwBAE%54-NNm+cTk8y#9PSW
z-6r+*sAy=dstkcOTruQ@wt>Jf<c><rr!qY;Fr?Gw#bzZAvBe67${|mmW8}uMWJ<IL
zkg5#tr$ubTz(4P{?TuJFi0Dv{^&=ZCy1w#%>j&Ejf}Xh{-+_;OQj5Fa<nyPQ@FGEA
z07_?T%rerS+MS=lhwL0isOp9|KJ1&0KK(huRtTYs+=@7oj5)Je%y+%Hwy6m<Zy$l&
zHDK<a5KRu>m)m~o{M@V3a*r()?RGkJ*W*3cpFp(avkOI;D83rNwF5Gl)uqLmDUZ5I
z&Mf_)cmP>!xGb0o+6)ot{k2wO*aAk0LnDDY->;Qf8A#IC$tOYq*jY(EPkB@*C!_kS
zr?kc?Pi{r)mHOb^moe%Rz4J~hu12}$V2m`j;00z6A=e6q^~ZzfSuUuP7{6frD=V&0
z0-$$BY>%-*YTxy}yGV!*)R-MxFBou2B<Z|K(6+_1x-?YsrNl2<^+ruMO@X$QKl+ZE
zV1WlTrslc>vswcFLp^y9x~juesy;$E<<jEgY2?j-srXi2UecFYd^JvGohDM##}fq_
zIfpQ2^fQ_$unKQtjS6qT;5YkZ{%Ma;;0ZC_%Ts(o7FJOxfD;xvabl^$Mz`%z6Qppw
z8wegFG@)DE6oUb3BEp_Y%$?BPBsD4mj$Nz#rJKTQ41VQwx5SMID1Xnwe%dpe62^r<
z%{2qKY#6Qpp>LZT0Zqm$W{SyAtdLA0`I95?PsMy?gjkjEsY(G+jZ=5NOoLnrI@`$u
z^Idb*TuLx-W5<mue5eLHm2gSWa_)iT34ic%^a#C2%P9v%H4T>&R)Vpn;?NGTJmiB3
z8Z(cUjphKtxsk5^DWHDtI=wZ7NXz*jf;$aUp3h<muvRnmx@R5`D_Y97vz*_~t<>KU
zV95wVB_`?Zk4*U}87gg7gtBA?5!pF0X*hOyK$6f<%TzdqL_2UWXB>@=B%YLB6%xoP
zM=~%3BVmC9*~CUI94gSPt!dw9N|8)PnV5e4F2z$Xkq@*IB&rd^Lqj9YAN(<35OduR
z<Uwp*>i%nut58ELjq5Q!=d7OSj;}??$3vbB9niSu%OhMj{SuK*B2dZsehINLF!!uD
zI0uAoD`Nk&*IQQpHZS_N!d%EUaEiU@38b87{KY+=GWlmP0YiioTPz1!rYv~E>vC=Q
zd&ZtHl_{oj2(gLmSzdI}h|`;=pj79FZ}%hlA{WTk74O>GpQ5dwxpQ`(3knFrahLa9
zUWx4&)VR)B&^mH3*2Qy&^tiKOdx`~sxj-W^dPVp?(GUs<pDYL~yBW8lq9pCP8jmhY
zB_w~2h&4vV><Ui!ob^$&fZmM&6h$0y*H5HAl9<(f^Euwr$fBp5pE4hfz$Y`ogD8L|
z+W7@;F1j%#+_95Bdx`*$5&<<7S@m2@8sR8Bll-wpju&EzF;>=KA+Z3>hQUpE5Yv@M
zw2)NI?{?b$;wa4*3|2!~blLfWz~L}y#yEyxRmh8TJvJ6dZ^8Zb^myX6@3?%6PJY*6
z49$&ZE!tE<kks2{rE09F%Zc3gPEN?95p_bx<Gb7Lvo$h;VGCOB46HGbu6xi4SL<qy
z2`D16gCPy0JWb+w6S0>Zd})>5L>oMqs2PGl>(V`1$Iv5PpoQ$2q6d|bm#`TOSm8&>
z;!7kjES50XSDeFW&liemQe>bueeJjjA0T+UcQw3@kW@-PV)uNOzVYd8`qAvBp-Me`
zc*PbIr5Mq+R(gL~e2P`(j`3bX(<BLUbO&+R|74wXaF|6GJ)#0bViY2IM^FdGQP(vX
zmqk@NuIb|hs^qLnGTlgRQ+?1{oaq*ZS=;eqFUu1xNHd}vXPNYRI3>@RX=rrj(MBV@
zgIb!4o7?Pxd=r?EzJlsRkpd{DQ!e*=BnE-eh2V)wnV9Y=q>@*e<U>7P_%V@J7UlrF
z>riY<Qnf34J{uYYEvp&7l1mOqqLM77Zn)goC9m0)ha0vZ5MxgpmmtHQ#Mey?(Gw$5
zj!eqUAE-OX%rhUq2JH*bS$uy%WJ$TZsYr_%H*0CQEJpIAm;`74Vcc?5OlK^||NKrf
zEDbf_a;m+#IMLD!neovFk!)aC*<Gxgs#_+0Kqf?<BgzBM6TyWpjgkS2Kt(>RwRa#g
z()fkv)t#*AYb;e#$H{zgG#nrB9;Vt2<v58zA1>tRCpa~5I>`+-GvOX+1}L_RQ5K4|
zUN)WSo7M<p%&??&SxqJwl8!`|;y?kA_cM6A(<14gI#%umOf>z<F}x$b-<yqUY-8K+
zMO;3(7DXPWxAxc^;=E24<N6%jtcuD{XrS>vV+H(N9~hz#m|@}>>{EUcC^n$og|-MD
z$hZ3VK#q*7I{dy%?4?Q=sc4(;z?C4PB4C!``!TCeOD+~JhZT0tV#f(*CPAbZ_{#&)
z6W1YUtnQ4$Y>W1D((*{sQfP<35@S&DG@(ycw*Y9C#I;1NM2W8|I7`Ln>>D8}sHz5%
z@}&)rNXM%nA~8{07ZCxxAHuT4f;-jZ_2QJ|IA3`W)rTC3CaPV1uMw4K2&5&cz*;sP
zCm^H<67Mk^crC8{6Z(ylXs|h3xk}8K?Ia!=W!+2qri&A%)6JRV;=qpYBsu-@PE$B-
z2Z$LcIgZnHAF|?JZ7$0?QHd*w%day+svX6d*0OY&QBPbDTN14FwZkfT>#st-k5!Xq
zazP0q<k-q_SIPq|AcwnilSxbvGt*1aK#Y2Q57?jaS)0j}L8-nA#&+XkamlkIQFC&-
z(8cKBGpIqWB9ZT8|JX)s-=%8vvEfPXCS!ujI>mj2+R<Bv77}SedJt%8&H>`9tDCq@
zqPAnL0S;rgzuYz`%F74)i!c7VYYz@Ffsw^68`EHQ-(qKC-9ZxS7&<i=r@vWxGm-JB
zr<V>zeGAqfA@RV^s^-<ou%!AnWdGD@MwniR0f~#jO702v>D6|AI69seG>*+}co;iZ
zl!G?@18#$+jostJE()o=Cj)H#U`vEFe#1C>fx6qOjPVq7G^hKrlX2${S$D65N_ZVd
zrioF<3<eaDseUatB`TUxsA_ROs!x&udfN}OsYzA#nJ7a(u$R$+e3hb$^Kv59^wZYJ
z2{q9UHH1%hJZ%=_M-+jpLQ!!-QMQ2s_tvy7SpJrTnvcMO<ogD6Jx~Y0c8aM}M_0+d
zQ|meV(@(*=tM)ec*_ux-GsU0$_?3U;cDFn`<D&G-Es`jW99$l)6Ozdwk!H}gw^&f|
z#*CvmxLq7cz6bw#D~yy7PXwp+*<(Vw)q|jC9<p$#o6A9}{%SzvsiHE@rMPs^^^0&t
z1H%FHlay@q2SG@ANL0LCc^c786ZFT&Dx4~`7;!u`<~_0%#}Liv`@(Gq52E`4YgO45
z6liE#Z3JT}eSexl4~THB;M)Dejr|<5pEaMk3rgi<L;TAGYL$R;G}k@CTTkvBXU`YC
zBNR)l+gNTcEnN0IKufEQx8LvkXpq&5Pu3%s?)k&YWW2h2+-_ycDx0JKcYN?IPvGD2
z!M|lka02o!ex+UfHfAXO$<f~IEl1-mseuXbO3%c=3CN~kXJGy-Rm05M@mKBy%l{-M
z{5zH6pUDn#|4c&oEB!#p%+k!-<ln#l_5MHU4UB4vjz+d`vN5Xv&(*&|n9Q92j9{M1
zb-{Nt!996|(CO_^6t6^l`Jo3y*6T-fsqf`!lE(s8a?)tBKaR;O-FM+NaU7MHg%zD>
zzDqnP9&pW&c!g$V4bBYaR*lYYg;4~2icV!?eyW1>rGIe`tdI&>WY5$pfyi3<GePGv
zbU$AJ-<5Fs>g6Im&M<Oq`jg&N9!PjBp?gXWQrb}D7~4XRc{&VJ_MtxmkCUGA3_CvO
z$F;4()>ql9YqFNKT~I9~`}O~}&0Dg@|2MW_`A2m5RBq(WHf<g-jCwn@Djx;}@vwlP
z?Y>5HRlRewTP~r*5R6WLc)ZTYE$j_pJ!_dsy|~z$h_xqwcn<g}!RZ}6s*b$}mRU<g
z8B5)hRt7A2re~hcR9H6L2Lv(l4&N=91TCu)g+d~%hw2zFD^~BU%pnTzc2ICCtbTH)
zhZqWuxG2cU@?<4LFtpq^2jW>$=eD=j>e(+t9QNV*wSaKLF(1|o_%7T1^M9M=S3b@E
zCw5`w2IPeOJ?wv)Djl)Qh2Veh7Sj3|wf@DF&|or@TM#&0Lkf|pwCRN}IE09LqFGfK
zIQ~j9G_T!LMeWn^Q&aoIi_Oc^?ZSdjyZd&<#B0p>xsTWFYx$hd%gc}b`woE)fp0h5
zjIUZQ-zK=s1*j7}eU|qlcNE&sGwmZ0Cm(JDbn&?!XU+wqWPhIQ=h=9($PO$)83JRQ
zWMJ!iz5Kl0?IAoq9N^umqTtsO8YsKGa3ZXb$A2|B7zmv}&LzlQ-N?N3JB$B;ZG@+7
zcGIw~ic<x;#^=2sn9RS<_h=01dRHkB1mVPNq9a+#9v(xnb!;whKi6-f`Vu{Va&!En
zI8*nrqVqcToylV6mb1^frsUI8ZL<j^?p)ZR_`4aLboFWGW3W{vAWn3@)L{_Lc+6EL
z%*JA##^>*NCfHgxdO_9QqB@e2jct?i4#WPb_Wr3?Fr4{NoaBBhE4jTp-*f!JX*#}>
zlur#oU<&fCu5vN5`K7Laa5iAB(!s9MAy^A=4X8t4@-JqW+eR-;qgXRK&Zg0B?%{0i
zHFuAZcaQabzq_NV;%Yq5%PnDS{9xf&(gi+=(6IVh)7nq-4BWa&*LI|)lRnaK1##Ri
zp-U9exly%o(83J50h7m^LAX(rWR-+=b(&;#8qV4#5+&6y6oG@rtxHrRm-LrJ&LGyj
z@YcMTji;VnRtq2vZf2&6j43lnfTlSFgtjIm*m`8=?)^Zr_99vRQD%FLzd64G5Q%%-
z&UWfcuCNrReI7qu#hXm3RHj>C(keo+4Ov4prd#0B1zEwUZ0carI=&R4S;5dLf|I>q
z(ilRqiCIG=Z$$y$W3s7(ORxJ<l)e>}cuD0|y1wqi-(2CEPOgySak6G(KLZz{WRE2K
zSWu+ztf1tP@otm(d+*Q3aT4+uASz10jP2p_aX1Xl2rt~Ng2Ne0(Llg>kl7<bmd&h5
zeZn+?deeA~&kG?KnA@}<O-)TkyZ~<iei6O^)3|P8st;S1SJy$N_F^H8-3{>uYj%nN
z-NK?@6w#9sITkL-NkLzf&^LFy>$Y2JMW9b9l)yp5k$Hb~sBEm$++%hLj^0Dh@T-}@
zKA6D7dr`l%sxivNy_v;5*6OkSVGiABtM)Lf_D&T|oJ9UTD(qOiB&QgCQLlI0T^#)V
z9Q@H%?ke?%5tcJnmUaBrUDgI81P+E_LshKDc|9Qz+y<H`iwTC7k|CCo8cPXyO9_^i
z;+hq;mX=GPs>T{iEXRDY=w3NtJdi8)*emv;^}B#ltkv{|sYo*8P=%=|<AVvzRwt^4
zBfsi`U7Xjqv<SAeP+ywIS(-Pu6!(}dqYno>GA>L4VKgMU25UvWaJ+75aUO4JzO}lX
zy1IO55zxrwu(w9K8I6=>#fH<nB0#gkTlCl04c6DiTg496b0b?QRqYvu@e>(X0m?*G
z8C&8yl_?vnm>aGf4cEs5N)THpRqy46@iSF7R~xBJ7Wdb4)AJ5gPlTm-8-|LUhPEKk
zJ&zV_`m%ccG%`)*fKM#dYCi(Pu0#S}7<DLtAK829U^VaWc0aXi^&_xY@0oL~oa|Bd
zDI?`w_Y+Wg7Zg+|xH&_mC3CSYoQx{KNJYQU72tZ2<LJnGX*__*Z@WoKA<slh8L2*%
zrXR;dUYH`^LvUTXt1oQLHMDld=$$*hz7@d#mnFqjWC&_<xcfd^MV4DeR}p5T+=!K9
z5atSjd*u~b*TPES^p{7|8^nP6^st7X7S*_?im{5-7ftj@MVCj6N21BVZx{U1J9l+m
z1`eWSOED8=fHC%FLKf!}S}5WGxLY%>A6~BZ_bENH6K3(Dq@B*PB+Qg5d?%Ij=`dLf
zLs-eaKDubD217M@;FT%iTk>inDO`_mOZ6!t6U&yuEXz+{Z%C8K58!$Gwt8%Zz}Lcr
zoN~4G-l~(Y<a%=pvc8ZKcfw(eh`|RX5=|}|2IEl67Sf&&oW%%?5*vW<%Zq?Y-@NrS
z!M8eqkfrw|%yP3p&GUi2D2tolR4I6`*6+<<XKnyrsLLxKi!5~`9g5pZPJ#x8^!e}m
zmaRnzi7p39`yDMAM1(POI~%7vs=dh<pg|!sVmQU(W|mC%cIp5Bcu)3tewySwntdo<
zDS1FGD*~<<$<3DJ-h8ipIC&#s!o`-v?B*Vd0Kcc@V0w_2i-(OM{rU+(TEJJ^7lBEM
zj*JeI>@?6dS0tDHPAnV&KCt&Q9-Csq!6cmFFfu|oO90_?<oEb2)>SlE#Et-+R|7fm
zmagp09*~>PW+3LF&+1k6f}%MH;r0NfyhDdFbu`r)g+S&A3Pfj*!lze?B*4PfUtWwx
zca)Qt4}!34$<4Cd3<}%FGckna1X#mH2>g+y{t-meN;C)}*HFq{PbC;(%oWMem;Ncr
z?)dV3y{#f0#S_N5`)a?+imfTtm5bp>5*}~Ome>|^{dedfv88UrL-C7`lepF)eL)+(
zFwK}fp)`Kw^*JIvw5;Wp$;vq*Gt?10eY|YjGqlwKsayIP(N_2RYEwhln~sXz*h?%0
z;m;ueoBdn7(w3!C^0$HoX}>zX1^C~D8%^t5{8bsxf*3$Ftx>e4c|%JJkT<uZ2DlyP
znpk~VQIQB}{TN#rwx%ojY-N3Q06?r1)G9G_3z_~!P?mX>`cW8c03gT@d=L8Nzns7P
z*Fku`$Z$*o8_=tq-k?J<+{!`2IRe+j!SqKoKN!F`))`~jn|^aQr-TjbGufL4>hB5w
zpQ^y`P3mbQ6C&Qfri-u=5LNI;xJ(+1c{HXVV7NCPMLHP{cw7t&?_XS?QQ_ePNTxO>
zizq%|y&rM1{UmfPACj9I%*oq+@MVDgs|4EUu=qQ*fnt$d|5Nn@ZnhKVLNQF#0(L^_
zfA{)rtg@;ck?sD7GS3}9r!*cmy_NH%cq^?}(fUTvhKKrkwjhc!Asa5XdYy2~H~fyb
z&^O>c@@y5!wKyKcaJgkL4zYA%KU%o4HMMNRc~d{XczwOtJUZ0k-J!7z%-EuWlAA+g
zbw1NI#LQyE9ehy11qC}mw*cQ*hr(Tv-`~bhxiky6WF~J;BCp0*IJ4d{N$*>%h7?m#
ztsfo6{bT@}VQU&k&vHkq<hx!pw`IUqlog3K7Y?W@&@K}IHA7!IHk13EXCGaI{sl#r
ze?buf{C52>C_-7%kPU~dUz3-szYqybN{^;r1wc^;xLeAMpIE%94DaH01VZ>s4J!Z@
zB6-+`F}yzr_^SF6{N=5Nr#f&n(;Rp>N)rSq_&B({HT4IRRNMx%vn+NR6rl-2l5ag8
zaQXjwKjdRGkU4>u;tkf~e=Z{}0`4R1V0uA$(r}50pYk$*ivZv5#)ZEj1=j1bfQQpg
z%rRoN9Z+)F^XnI2_<BWZAJiCH@vK`=&eRP$miC>p3JpF$nfi%+)Dz+cO}6(J$(3Ss
z`J&Zon<HYd$*AMGH+iAl0I5`mj*rvM#%X{9Y6zYm8v7N{;#+&v@xEXx9ySIFN>&F`
zHF?mbb^Y7c&fGWOkN|Py3V!Pae<`s4r{{0``+KSF&t*gbA^otCl#AVn*c3lem%62^
zk}fn&t2ci2cT<y%X!<t*iBEVmu<Sxb2!BK0f@`$5at{}pT<InTnk<Xvv^;FBEHlFx
z>eS9di+4Qn0Q9&#L<bbIW1bkSPqP;0;wDYA{>VkD+3RS~L87UYw-aXNf);1x6v=KL
z41n@R>O!&lI-C`aE)~tG>@F(g87?APlW~1Zk93D`PLaXp5pRW(evR<+VD)W%M~a4_
zN#4!jmKGduIAm<D##(>zu?Vo~0k#7iosCjIoMt{PEF03O3@|9hv&@HC<wkTNVrR||
zVpxZSs*|kj`IpHLrNpw_d>=dl2rf~Gv$9uvg2zd;H+e(Kh13ZBMS}QFY$wj6T`;Zv
z*`m*kht2aDtFZ83@@t!ze_W-r&y&SujGqXrPMnSh-g(wQ%DpW+KHZJ&9O3a`#Qpck
z_=(L;YB?@8n1yvVjv%pz?#zVa@5Za*DI%n2M%{n)c}!H~8J$p3mG;%IKR-E{#xZTg
zjPFfW4wOyw@!9EGBZN05vYMo~^<g5~Rp8*`a5@|Aj)XT7s{9Mew`0fOn$y=%ShP3k
zUsw)}5YC?r==Oj*>7&c};Z*?m97s99{R?*s230a!eiSa)nw|_<0#Kae4sU6BM$gH#
zvz`~mLBX^iLnruxc@WT-LNDY)s_;+2077$70D8Vhc#~*-ndv($g?dltw6W|@k<9>5
z?JnzEGzYkRDdVpJ+5*7Z_WXz|Pigs$a2I@{=~W^yHs%uma<QBGiWnTv0Xp_+{5EfO
z9eee+w0J8uSxLjtxuVb|5>4&!AME^iIGPn=^<icPiG%a=gU$93D-5y2^D6m!leUy2
zP1ONRur^HLR=FS93h__Aq%JxDAi5Qqqds^11RrN;ZxYI;UbQ~TeiOc>Y7WrzH>J%1
zO}xXoMqR4TachCA7p6xoG^#dDZmpHVc)R@XdsuZ0`q;#Tp&X;FTB)M9mw(**c%xnY
z?C_X*Tz72eOh1?2_n6@xSxOxTcCq2vNFBc~xNbXqGWp-@RRN}ze|_v}!-F`o*LDba
z|98p%xg2!1;RzC{`B#mPZU4SlcO<}1`QM*7>`$J&J@T)odjuK(yQ;&#K5yb?`}dc>
zL<5wQ`QJjn>bXY%#FzgP-DjcTdPCR8^LZPPi4L<5{hNh@x8<^bFC6@KVeMZlSu9*k
z|Cp3p$?@9v2|^v;qiLG#8R=bmb4|2M#Jjw5e6~Cxffv(>@>lyxqikGUQE<1LYk!{G
z-ZaT+ce`MDS6D<ZH+Oa`+^(0ov32~aXT$8~!lx2OXC%Jkgg<6}&yt91P**)-Iew-8
z%I<zMru$>(#D&|CEXEjub{N^7gxPR@OZO{8wjlM7bs=!J{B5iT4io#sBW7@93V|Zw
zwX<}y6R?)fYiPSL>I*N5!w?~`PPR1K*voR0lLD!Rm5Ja80MUwHjAoy%=>t7OPDQ2*
zdhH_h2<2gbO!?SU6+xM(Ac@Z9$Mb_$G%NcO1sAZ3idbGzNo!A0ZUG9deexV+K(G-E
zxAAhT`&LefM$TuiZe&9B5%i;7`0{TQ{I*Z(j}#2pQTO*%4{dp&2vBCImVI>Y^H1Pp
zQ5P9X{B^G#41vzgEjUBny#`X<TP=$FR)Psj>T^HBalKH*8QWd#GT>oytVci?KR!?K
zg>1yre@`uc>RJMAps}@bgmPUbfF0$k<GK%zXwtehJKEMCPC7YcM^8^*o?&82(wkR1
z<k~H<3R6NC>0W%64S*dyAb%A1!blApl7edqw(`SbDb9m^q;*Ud#++egyzX5ZreZ{K
z(Ywn2mf=6FW}Xzs(n>pA;Ldi!`yg`UCDY<lN2sr$k@p+5yloTvBeifa|3fXx3L_C<
z#89n2(K9%gpz|MoWMrIJy}a^3eYh_`twJk-v2=`+!Zv+uD1*}>%|#!!A#+FGk!i1K
zdS^CGG*nS8`H;sztY@Gi7}Y6_S{33?J6DA$RP(XOXt<eXz}vQlO;p;V+}{jBQ(dw~
z%hc-BmdGM$rfiN2>28cV+IqzgKEQ@JZfLW!i+O+2(<2^`IX87SRio}7`@*)wK9fDF
z1qmbE!JHMc2oYzsCiH$WE$g_db!|SSQHYCkF^lcQj}cL(Jmx*>&HQZ06Xxdf-4)QW
znC0=eBBe|%gAzE)cbXfuj)e1QO%~-B-f1Un7A)_eXYPrgQ@_W*cu!+ySOw+$Mw@S&
z4gW-&T>tbjRyGzk1tvKrRxp&nz=A-*?m<D~zNitw2_P~Ee<m?|hQ#FTFTiTxQNz0|
zEbJn-4vnL5om#L^6DZ0kh8!##t606@RZ?_%bgXFTW*S;RH@Emozme{3Yv!Lw$IbOm
zQ-@0;d}e}rf1l=C2Mbz`&K21o-}b5!(!oK-6qyVZi$<n&YfLkk2IT^g6702m8&VG9
zKoRma5+>vI(sS}7%tw`!rVsn!vvKB(u5%ZnE26P@jz0K@9_~`Mz~~v|zll8j+Kl=q
zl5%kWLsC}u8YO@lYuO-T`uFx=0t*U^VW<POAlxAW1&N9LnPVK9J`cmeb$<M;#DFQs
z@0$v`>#K(31cjj`k%EB<RF{da_ZzkS={_lD?tcaujH37vdYGUBTx6n~MEZIj&iRUY
zn(lQ&yTUb<qlpOhTt90acLgzx3Og{*%v=Ipt{L2Ud5>dKQ`R?=&8-IHC*dpAddrXS
zLK?GEULf6DGhB|Qf!**;`5~o~bMt^JS;=E9;xEu1=eLkgn#c9?eT~1Wit|4pXZil5
zZ5p-qDJQ-2o|Xz1(rFy`(@a`SY#DKsT-0(5HD1t~iJIdndeNHrKua%*^cs7aWK$Z8
z%hCE!rwA+V^lJjvP3shH6^16}Z?y6EsL=mypkikKrxzJTNg{v}Lj~Tabvt3gGm1{I
zN~_NNw4qJnSq=`q*qjgvqyD6DoQN(J=ODod;+Zq>^O1W1vKc5SFEu!1dJMYhC{T$}
z$pF$UBU=L`qysNY>dTgV-{6)8W)_D(XfQJl))aoK`sC!<4nd9Oy3(S+Xt#)KkBVv>
zQ`&awM+9L5{y^roxTJSAm<vv^O$o3OUL%yPgcsl^&9d~rY3APpEdRG=vI62we;+QC
z6(p>CnBZEE(cfWyAZ8#bzHdCBetfOlnpDBTA~L4?CV~=acjKoP0XgB<OfPaYfLQmk
zX4Y1I4zXYAw!a?vsrsZeoH+IHAb2hzKKM1R-2`>W=O~(S4b@>ojcgb;jGr{%nvj+J
zt`;p`QX;mP#NY=C;_PksgfS1NgHUV!Env$9m<}_VwxJ91VQJF0i|-|_%%cxaNv}%^
z72r}7JB_C8O0&4pF7N$wObjn2ieiyKXUfj#NeRH<Nngv?3|&|`bld|h`;#QI)W;1G
zFmaGXvGl(u>l=KcW&C#AHL|YH@}4cnA~+t4MIB*VEvd@JGgSG6V67@J72L=&t46T?
zK>d^boE_d|?a7Ru$&i0COs19Nk`(%76sgT&gbu&RWH6}_p5Xd!H@=ezwED^NT1}P6
z*LMT&WJt8qbL2_Bsn6MlJjQ9(l0@V`lX5Gxnq`fmu+L01&v=iu1L0u!a4NZb;VmzD
zcPtZ9P*xxRxAA`MRsR$C_z$2nieP>NI#Cyyt`oh_a#j0NjwScH`6>|8QJp?JBJXes
zKTuh&t6PXBC|(+8r7ybZ5PyR#ftfP7L^jo5=MB3?mrUkrOAch2$?M*X#t2!MNj^lJ
zbLdB~^1}?Hpq>AXq<>EP*#F^Xq6%FReMEl^zlUP)h1v%a`A=V7oj#dbr5wP4^hBXJ
z6_=yfwKXfVI`Gwc7uBANz3gm&-sxWY?;T3dRRn3IdcR=cBC`{CGlV9MaV;EtA-8vt
z??@{jR1gb@&h-7TrCl)E6PV*||D9qA`A3U?Tn)zgDhUMz<V14FkeE0IP14TI(btn0
z8n88`!fz(udf)L=$Rx;6J$I9a2b4L=qM+`p95`d5I_Vpd<9aeOejKXgrGnV{j=3v?
z#{Z1~d>Nc;U9`XJ40L%&?Z8>BMNd$shFfFbR2VC04#68EQECQ<W<KQr+#sP%&0gzZ
zT+9@7Cg&<<5x+xe;iK^R-9ddN-LdH>pX9}5_3zKGr&rg?FTkoA{(-;I@}F`)X259&
z|LDvSl5YqO82P%78A`rfK<}H)#XG!ORc#j)M;Sx7iWz@0Gff~LH3#HB8F!;<)s)b-
zB9!EV#8UH8agETI)y}v^3ORpVQng20QDR1h)^!*`XB&`M@d7#Q_?gbJepY^cf%Hzk
z*X!}MK_(N@3;0--I_o#`|0zl1{-^j>0P#N)!2!h2vA`?<jh}F1`?m9<NlRqPCcW%7
zrU_?>qF)WS_SpqYB7y@eV?=fz!Ghz68B<i2<1?LK<oLJ>hO=%MvUH#)GZ5mvG}Nln
ztDkDwv)Iwt-B6m072Sv5i2A1ti1|PI-W$#CW%@<4Cq98g17BrC?9D#DIx#zzF3FRR
zK)@Dlv+y`M!{2-#)qfre_x_rTwn50fP7n9qD-<#i2QDAY)PoW-1=@9M$}+oyU)z8J
z@+cvd(8{WLZfnO^z52WTzT?>HR@gGzY}n}@JE>N2Q6|0jF`)rLWm@8{r1g|i%+F-|
za8u|2HG{lG74epxIOtG)ul}GKmK@3V5W|H0WFXnexba1mY2OI!FO~yYFF4rs=X)m-
zxmJ#+yn&-Im4|+#jz6Vbtp8y;ZN(P*P9~_8XY^!`L;|d*9~n11fLX`<hlto?{ah?C
zs2mFW!EEz^!zLLKFM{<5M(HbR_ugxcZyRjJ{&@MK-@{X8-4KSZPjGab8@N1NwTr`D
zvB_Ig5-LeAiZmL$@^h?6U6zpNM?y!UqSd7=O$x`F3ljP0!k8>lX;p(TH=Io0leA!L
zI89~D<?53-cSGH|I#hWWXVa7hCF-ccc=>fg>}X!l>BVC#6wB$|=<zsIF#ed)0OP3a
z>-2TMfs{f&z1=gs!Mo-8!KEFKg5F<sCK{Qybg5t0WhZoM_nfzzlAVZdYkac}GN83s
zstOJ!{VBJpPx;8TGakfhk>`s+GSO!70ndA)on<V1rxhAW+MFploBhEs($Hylv5dhz
zGHYzoh>H;JfnK!xlb(k@77jY!r3ws~ya34nzK}kV?ApvJ13-RKUpzyqg`gidI+;B7
zW$)-E@38hHh+^%PyXI|;gfj;<58l%CECe-mU@Kaf6yqEltYHi1t$<jaz~N8QXJ9qV
z;os1MU#FY=$q2*3#P$zFF^ZCYV?hD;8E-5|fW$q+thxGr14GCv)fi<57kC3Sm|TQH
zF!ZZ3OTzf$7wEH>iS~4@3Z>6oM@h30;TolV(Ip3%#ox2VjP~%2zp;?w?$A12{hX(B
zCXRHs_s@~X_{vwB3kkgwCK9t1aEW3M<p3>dRitVA%!56I!8Fy{Ql*T?bvN5dpcwkl
z^F1bt{fP)A0O-6j;KycoYJG8^1MT%R?i^=T0nL@YfNt69I8Euj|L|Z#ZdTQS!Rf@#
zhY3x0P~0dzq~AFEpAu!xe~x9WY;4SLw4DVgIxw(bu)B9!?bqxFk?ya_52jo?@O$XD
zxeqgwn5~1JmIEjgq9G0iX0LyeuU;4YhnX!9pgbL1<ll(&r)-rKaDL9;kzZOtG6I|!
zYSjZ~A$GJ^Scz}KBYCd%r%h0#v<naNFhmIuvrwI~-mFcER+on|ocV3|v^UO8p?Bi-
z4>Yq<Ghsr-u|g?!Xvi8r2zEX`q}18gkGjsm6x!01Qw}aNK9^sa#Cse_15ypymsfHT
zrZ~=&vP?p*i}<;aPbT7XP9wzGkv85FZ7SJzlAm=>dR5Da7aG=kT=vl^40(p6QBJc@
zUAbjgXa=TqfPBtS<G_m$bQqAO<t3RsN|L(n!}cc`mie;U4hyYo(rnXfhofw>o<Y>h
za2YROYw0H}DX_m|>LFtY^z8=in4ZcHA|XE@ZDW0%KNpCDbQBk~Juud##7N$@j1ucq
zXhQ=eZ}hW)8z<ioFJeHum=kH`z-b8Q=2|GM`^lNIcgL{6erQJMZ*>2s6q*fiM$+GP
zudK*x-NyvC;t(<lu9ICspH3-Sc=uvKPvf*qTzN1U^I^H{J!N{CcRQKv9u{TG<YO0P
z8*1jQ3*^FmSDXR<Csxf7zrH<<c8oo+h##4YMn*c4Qcv>5yF4JNWgn9FfOPuA20_2|
z>=T+!q1RnW1CarCpyr4d18j=t({=Q<HxLZr2%H7k1f5PS-WbN8VtmeEuH^AOXZrEM
zR1f?UsJ;JZ1mwmsh?*Z#N9xJ=`El;UJi8@`OfS-4alj>E(TnGg$F@{g(@bdXD0kq=
zkSh_1F@t7?NXO*yrC$~`@qDH07+Hvr;3~qWBG{sq;=t{{D#4S>eGpZC;ILtaJPBM`
z|B-7eyLgGBXrKFiQHyjk+Pi5Un;8qzDgHM2)7CHu%Z+S>Ivy*9)}@_p4{=gXH3h?n
zX-Sk<m~+=ik;nP5sSQQsnCn)DY3jx^Ha>|P>u?r+MUX-Id}ZC<fu&X`hU+2g*)jY%
ze6@x^OHSS1m1ieL)u->n)gpUIl>>Gn9|ycgrWT+dEwO&S@^(Z_G;Bkb%MF74w~c?D
z;`Apt$jtH2*`RWi&>OP?JNFKlh*zk>`ud#lo<IM!1EX@9ta|6x6j=wzk5*Yk+rJzH
zrX%SnLfFRF!+U(-j=sRJh=It?E{{D*^J@t>8-i@%jFfgg$uej_P9D6>cQ71GOK|7w
z2voP-_jd)HmSM1|(v11H@BGHT`G)PyG=DW@GkqVML2o%vO~UK$++eGZdwraC7MT!R
z`C-~MrD{O@(#t~pv2_@+V_nSiHx2$%!p_X~PvBRUlR)Spf&;9VrP1bBSE)Y{lw`!b
z>K>DuDH4A|3^RcUH187D9#(-&&}ovhP|yK;cwfz{sak`;M4>NNhSzxu;S%Lv))P|1
zQ`D`JA_ZAAH|$%0pbXVBbBD~ibdRMT^<h@j!S`IhQ00fe(hr;W<HMFOWm!g7sAqDx
zlykW(W?z5KYsVW)TAg_J^Y^YP7kK}qHOYyth=4|aHv0so6~%BztTUYn#(%$2!Qd+J
z9TYW2%KkSB_){*;@*ln0NM6Vqu#O5)z&q8CU|68u6Jl=$hv*Mkq0umNhUkZY8wrs~
z*ZwK3Vqz>IcaCW7NI9<MZDapj>xkl{Ea6$o_x{nNo_Slb<ePx`0o6@NFuH1E0Bl7;
zzf<2$FLnIBJTfWolex?_72?h37GYWvecL|acq%R5BkLdwsm6L9Y1YLchUWB+Fm1hH
z!AvDDF!vO6+dQL*U9D`~$y%CykHnd$i!|?EdC(drh;G&j{+6g*j_MB|dN(~-RcnA%
zzoCTwpv*k|S=t6P@=a&#H@f*#p3d^0Ys}GI)&TPR{`>_d(?boop4l_9G-DaC$PBt<
zsVRzc35DH{5UN=?ULco%&EoR9BZjzj(05HUF53epzfhjdsqkt|(0Bfk^G1|c!1hi~
z6Sf&1-#5e9z%R}L<9uyWKC$JU)nlU>Glz%!SU|+?iJ2M}*&@3$k4%#VK51b{6w~-i
zVTg$G4bEfGJ9aY`4p!z93K`t2!CEry!HUVm!$HlV)<*r_VJggC{G!&WL`peqN&46n
zxbqPGctlOB3*4jEw7c7>3~?%r-%P)L9l`cTAOSei?e7DD6<|KzO9Thz(c#M@y2B2f
zdQaATboI*7f57lQBx(^`4LeI2mGaX=#FlUQuH$Fda8_M`McFF?2PHlk8oCDWp|bq~
z9Ef74_R|?%J|<p%B<!y$HCxmi#wA0BO@~_e%VwU}1+S@@0St}L44}WU=by57X0Cq<
zt}OQp-QHpbvPWQF{I4=(cmeDkA+7!>4wMVafa(5Yywz+z_8f7W{kevK)`2u$ovUg!
zJ~`C;toK|W7oz2YNsHWk3$T^sh-E9$?Sc=eg2`7_&peByFrvQcWs49wgp}jcX;af4
z>W%9rDO$LX@KcNt*dm_3D~`&4noXN`FF1jhhEIih>Q#=}ao<mz2!`XY>B-b^41RP&
z3S&Efn$K7tXSIG+T^qSq_691KGWkvO|9(8)|7{J7nd6`5y&1{zB8U(J25^`?1at|g
z%xgKPoO|8WNI|a(VHS=gt~?VN?qDi5YG~N|8{xr;F!wx**hgUNm>Nw-UKHx%dcn-s
zk*So@3mx=@%iJP$<+DAa+Eo2~6a<wtxkc+roCIr~8?a*ghgE5=GlH;y5jA4x{+;5v
zT=^>a3c&+zyrnzL96Q$=KH}Mz$U*HiX8%hD1OH>5De!YhPhfN%$>iU(^-sAg+kX;8
zMInS$!C&)M)nyn~IHq%nImMr^7Lc*hCGpi<pMgb)2ny4H#v{KuSb?dfb=VHdb~&GJ
zEHu6lND4bQ8a{h%b}vo{h>xoe8VV@N)hFWj-^<G{Y&OB{I;X$GsvBnAuB+%#ATZ3L
zq_N>@qQGL0lh=@ME=iPXt(OsF51Ab{sra;0eMCH)68gkjO{39vUDRq8zgg3ywb<|l
zb)X1}(&T6ht+wW>kj7!2D)QD-2fLrf3Q-+jG_U)yw&b&e(Sl8ht=y~mCt4-RQepkb
zw)`4Q_~A?9DZyy($!TixRW0>*fRmG|?>Hx?{Cu~v?%ZgM{9*~`Fx!uzrr~n^cXnY4
zb_{d}w62BLuP+R9a$5_bU?TeRqg0octSa`**<AI?$G-Dr+eLQg(>u?OYz<-ErfC&i
zCP_AU7pA$I+6SEX&Tu2s^12fqh!Ep;>ICsQlUUQcT`g<4*-R3+5qlpGc-LPI?WNBC
zfLegP6C`WTb{N2=Vr=O;c=^E!rpD94_9OTCRkA%|Lm<LO2fAzWH}?J0i2w`7KSMLh
z@{-ozzkGQ<USk*3Kg}eg+2ejAfs5(7B$@@9tlmJaS*2uDqoZ%3!w#&Jk>N(9^=#fH
z=2$xrOWtW8eItLQwRE2Pih;J|IAmsCzAfZP&FA_+Ipp!n&ry&26X7{BV<qIJFX&&V
z!L-Z!up=8~oda`b;~$mbsMMtur2GT9q0~Yc_8V2doN;u%J9|19HWw6?Nm>bKFVCh`
zxBqD<tNQM_x!&Uw(@D*vJdX$^cOGh8WRn+<tWO$F{bC<-i)7uUo`j_<Ql!Wb1+qe)
z`-`Ua-iT#VLOcf#XpBu|bmK%2SWzneBdHYOSkj;o%JE4unWjs%jmrzSOZ-N~6(m%*
z?{8LFS^t#Zv-}4Yl2+ih2P1|Xbpx*|ozIWm=C|aoe$CVv07@mo$x|r>4#*Z3o&Axc
z9zBIYUSvae0k8IaXF0EX30Dbn*3;d$INNO_q~IvUw#79a<qivGH!w+G<|~Mj#BY{@
z26<#6vI1UOn~hmQ0aQ&yPi0F%eoyq}@C&uu;Yo{W0l2~?yQFJGkC=Sh@QmrhXHB73
zq(u6LGlFmjlHEu<@$m~+A*}aisC8xVh{+lh){+gm#5K1!tiAdOhrKJqgWlOaL+`5E
z3N6sNJ+6@lguFk|@_CA3{Rp$zQ5PUVTVAq(MIEapr;$q2Vi5~zwe&-|Huibd6JG`$
z72kuk$}p{9vY$mFS{OE^rGHH^hMl(9yB1P?e583zlM9jfZ@*=G+eGsxW9NSy(FfRY
zqr~*N2Tg<llpnMRDl9r}1RUry8AR`I9`UD?mKAX3?B9oHBL$&1)&gL3+yLmSgx}*=
zzpZ_Kts8ZXFPnu0W`zTNKeihsQb&k5@<WE6b<5Q})@BNHX@uJc7l|Y&G_kF_7)rN%
z<SDFnp`pT`d>n;Q<We7EcBx<ER#ZZnVP`JKGRoqoN$3TwhC%1KtAuF!xQr6S6^>`D
zP_<z;OtYHm*7_#g5nY}<-UG<$2a2Bp&OiH%5kVQ!pu718b~CMx(htd4J}^y0O2qAI
z2A{zPXuse+s(hv5VMS>1MddoOm(FQEm$=s`24C=FYT%`M&hrRrQYUY6-DD5B)qrQN
z9&)Y!>J9nxrp{u+%U?jayLe7cdqdT?BO%%<mhp@zI3yUGW$1AG$|5{9U<yhnU<R%&
ze(q#u2^<47o0mm<i0e9YSoP<lxzCr;aQxqB{!h6yE8tY#ziVDwk=wqP3GVnAW`UX|
z&$YvZwK(RrAzDxu_dM)_S`?J6*|+L+XPE&WSCje04%b}Stw-yZ@txZi<|gD*QHylj
zcd*9e@k?Id(;A<kfIpqrT~dLY^}=isjcL#pJ%&>(2otoNg+t|GX&ae3kS<8)f0qJf
zHC!<LzA0__;pap@!%K!cT@_~7L3gV#&S&r=IeZlK@$_r~a4S<*QyD)Av;q&CK?QAN
zCV$)-F;wgb`z&Uq$?R<ihUwlwNo(c~qrz}8WVf}<z}1^g;w45{;MnqMyE8VuVoa7a
z%g2zGYAiZxSM1|FFx_QdfqYKk+?kE)!}fg6T|zo1BBQ5~UZhEbDO9uV10{l-pBRAb
zW{(u%2X6DB?LfD*ZvS}0iHa{=9kB$~Qp^$!A8f#%rCaOIBTo@wX0rNzV}(Cu?cD#&
zywMJ4h5;<min_>du4bF|`ll7<D>}T^b&zpnL;c9)n{_byR32!ZU)gN(F5VEc4+eeH
z6ik}P0wqlBf^r>nW40~%oe`0D86;0XaGhc4Q%_VyI00-0X~AzK{L@AC{{UJ*S^)qB
z<R;lcQ3AyZ0P%2&g#LfU!-=5(3Wqz60m9)lZ{hF{{Jxo>`?$D54|`&2jYJ8>(a<ok
z-@x?W(I6VTzeUHNIEa2joY?-DBLhyd{<{wwjZ46E62XB_wiOOGhsGcuyJ<9++;4Cc
ze5CY`qTGliqx#%w`7Zdwms%*xI9stRUI7Dj3w^~KEwN1YCHrG66gr^_OT!^q8bw5h
z$`4GsHUcMor<y)u#cd79ONEXgYMIoKzft9%a#}Xd|CqlkNkr^2L9OkhsVB~oLm=8_
zY#eE?`K;`HNsnvaNm{&s7&IYoJ2bxi8Tl~AceBUf__`a~9=x#h<8*9)A16KdOrm{0
zv-I9Ohr<BBpehl=Bfid?0pD(#o~5p@g{u0#>N^IBavG6HbEbxHpk{Elml%3hjo8{w
z{LcyY6~5@;47k+0l3ifu5vccsdO=~UHaghk+oK=I)h#Tf;*<nZ@m1Ho>F?+>W_VX;
zkem8R)xM{H$**<Yc71JH%uSIsP2U7Z1)|Zj)wpMgBM=22D!UMZUazGo3al}fuTpFV
ztuoSQ+=bnNj+HSgx9IrDvIHBcev)0C+f%cJQk4<OCoCRmpW`NVDK<cNe7e|(6Ne%D
zIl6aO9m#YSOQ92IXidmTnrC@AQ_rPUSVCqrsWE!ofX|A;R&ub%!b^CdZ?z&}#UTfa
zoosNY5Xrz2M)<i)#b-uXDQtjLbf;Wlj|+kdCu+P^+-9tEe%>Bs#JjJtF_#on{W|P<
z8ieoq`%Kq-AbwwyE@9?!aM+Kb!EdJ;5nYmK70$rzzIpX$$_EcD4jK-X)dZ3fAB)(H
z9v&*~aoS&T#eOV~nD|o{S1X(rCyAjgJHzpLFWoo2cxk@^za~B_{KiH8bSl8g_0RE8
zS@Ey&5HRagH3x^ly#{28IlcOn^KWx$iV91GeZj6wS)?v(PR}Hlox4!9h`!cDd_=)F
z*=|WccB(ZcF=1prIWB6mR+<Y8PuqVtdNCH%hLGsCo&#s0ZDJXD>Oq$C6;8fY9;r_&
zp9!<nly;D%w3NEK;Z#?=cCkovgVX&;^PA&_GE2tM&3XIRMP{2QXoodC^?(!g^pe(N
zCw!VO{ey>fc0#k~odIm`CkM7T6-|KcG~syN<wQi<s00I!h!Gnjj4wOQN2$=edCV>H
zU!aSOgiBEkGf~QLP%NZsBG;q33Nl%8`H0hN%*&etEMX3b^p3rLHkiIw$3624<_e*M
zf#Dx73Wfk>t-Sl}p#+N~I?M8k@x{8EUQRtWh-xC~9rDPhDMCEk*ui;sJ>4uDO>*jJ
zJ)DE(V$vsDbIG_xTj^;*5Jef8q%m&8{YntMR<RQ$w@x{kjd31Gb>=~T{J{8F#x7K!
zfY7bH3mfc;?fvZs(3_0z;on&DPf0)Xf2>tmMex5R0su010Eqxuwe=a|+q3IF=u$q@
zv)~WkyZi#cppyql3jI%HyHdY6>(^Q{egk24SFX05RqDhK?27K!3Sw0*&S6F5eX+`5
zh8sm+DS58S!E!m3>akUl&TfYVf4x=?H1WgCdSJc!jog3Atp77=p{xK%24#Xe@p|J0
zp5$B;BYDFuKDbqb&eLUem13}8<8Sg}(_yF$@B_vf-yOt0lpT1vwjoOA=cm?Qc*VUG
z2w?V29c~=Pd@bvtPJmTznj8?uRbI&1s_3cF7op)W?xO&1BAEdx;XcOg?i_yqf%vKz
zL|KX!BfVlJIjZ@C?QzN#Rqmz}eyA(5@B~X+g{Yg#4uo%+>9hf#p%budYKn`@l-rFi
zdpx-kM7-lD#C423!3z8chPAn=8~hB`Y-tZee_*z0XReWEz4btoxwWRnNF^PjIv}Ce
z^kju8%MmKPEImqHHajTkv_{fK%*~8*VZ8g3KE0F<LaYO=2P-J8BwYg32wmFrsi6QU
zPQ%a_><M+B#`{VLjhc_;i=BR;FK*ox+dsD-z%RR^-2Pkl?0-zS+5gGO011(AE7~pl
zwDuXb&>&<N{OQgsueynX1nD&BWxiHrB)~?4A7V25SoE#1^98*Pd@=Q2=QHQDHk80W
zjjA5(ruwgZ(Ha8|>sEuLVj7Mwy7~;2i)7}L+Ifa68ODur$Jj2s%%LfNS4^GPXVTME
zSvQ(3%U+C2eYq~z=77DVQbnW5|6`X{jw>SE?PJs_YoW~hN;p?8pDu0M0fPU--dhLM
zwX|uzc+ddB-Q8v5?(XjH?(XjH8X!0XcZc9kaDuyg@Jr6QGyV0M@6O~--#gROeg0az
zR&8n*RjXFLRd2n|uVKHW<OAjtZlq&RA+<e<0YU15o%~vJ18B-V)Doe)E)hAaOl%F_
zz6WzipXeJ(<Mx5)UXCh$LWi7|A%lJ$k$}V8A+AZ@VarmBNkXNfpvfM>BU66YP1TKi
zA>I{7@ITop2K?i?;$MImEWci_?*NPUJ)=Lbe*zi+EWZqiU-y5_(7&#~2Jf%yufgzs
zW&IOX0AT%9?634M<N4S1&vO0|7y<aR$p1-V#QVhmtKff5i~#(j$^H+b2n_V^;EI1U
zGs4i!*~U^=-^%KD$q|3H+5eav@h@ly_IEVIpDq0V1?ho-^_?H`k5=8O#=BsoFfy)?
zkY+&v2xuVvxZm(tK&?!NrKN$`qJLsDpGtulWGWcTtGBGPt8(^AlkRs1^>p>IoAm3S
zN9BVLt!Lh<jt~HN-nH{l>D#KUhNO^%?jpZO`|JBB-tzUMCX_i}<ydy6RmpM&v4i<Y
zDA?(o!;PP1j57>W%9Ys$2gS`Uuv#?TlwUN^V$!qXVB2GCGOZAzH{l+kblw7ubq%`{
z!GXI7z04q#T)SvlZzs{d%T9X3jeSR}E_2C~!y4!FP?a1fPL<QODyx&N*5U4Q(|&P~
z=Pu{N(#t}Y42iP&Q4EAYZZsHS&8JJoCEzybMT?RPrOJd0t_BAA#W*%I3Ot&0N2(}+
zpdkI8qGy|JcH*8a62G>&5td?}8;R@vi)MxKW0^l@*rn8xMDCC=+!>9SuX(`Tkej5+
zPm`}thkI0Aaes7W%59>m{&4iivgNAjcJ!kaH^)!~0DTG;*UbV@z}sNIxjEVGwmFtw
zuK&o&=3?v6&V^aM&5Eomz*_gc9)1{&EY{YhUgShzNp92(VQmZj<|hk96yV-tT#49n
zLqp_lIjGRxv;8JsX_oKzrCkCQj^5bL)04|J=v3u`mbeIImM_vdg+>fXhYBC~3m^|m
zY5{_teLwxCUc+>$mwB@RBC)R_j0v6IyD?H+Y?VyRunLt1c{XVQT1vp|OWSuRZ=l2h
zR7j^okx|qyP}P96DAUzPh}nHr)ziDUGy9>)wIomf)or$H8%JE+bze7+8+;O<kcZ{`
zsK$E^G4Ss!XT{dn-;Ag7Hpei(Zd}3_L^+iC<gBz#&2MoKTO)%_q`;K79vcIRp};E*
z*no6{!)VrUPF^lCAfjq>$pbfGC7#Z^u~67z3!p-#GYz&3w92~37QHfuRE)Uw*=g_e
zwKK^TXG?XIY#`kv&$9tl?)N9M;F?CxNrmLNZP|acW4`7Gr;@YO;uVO3CNCiVWDey#
z9fvsaltkY8m8>2UNe&fu!f&V{fnfWOewIh<YmTVR!TK`1k?0SUaZ3SY1a|}mvrRdY
zp2t6Ykw`$4aZkaw!))4oEgF=Rx(Eh_;l*ggcFjX#$HgL_&(j{qII^XZDlTpfRoW*S
zZ6NXB3J<(mA|Wq`{?INvY=W8-%m4@TMJ+-szX}yaO0r!7-``N;0kJ13!k7X%60xVg
z-x9p=Jz4giEdL`3_eH<w{UgPkazTK3_<P3?1yCrDDv+xX{Yqj=^#xFn2e!;>Qd%va
zMR<%D5W*C80N<yy(9hQNFsFQ*!nq*V)S`0U0*1+xYOC4C_yC-abX+)o_ApJvWpulY
z{`r<=m@nIf@%A%eJ4x%Ma5Nd>2%CT1{U@@sSO|~N+h$6vDTP_DAi+jB!fYvZX*kY%
z*=t~u>Jrokn79wJs~uCx@OwjO+-a#uB3DjeQ!MmiOG-n~Gh(vMjkYri$6|%?^YVNe
z6G#~N(H3d-;c+O1(^byi>lH<NDQZOHm3|FbWD0y5hxC?61eR(<-nWt5btx;h9)ZNC
zuI!e?vZBD&cYzhs!4-PZF0bqBXPJ$K2q8M{FlM9fgdc=rVP{zoYeQHFWe(bIMl{jR
zv-rNSv6v!;3AAh>rzZSp<#UT&f4l$zlR%WF)dpM6E=r~Cb-HJ~oELVpGE7-*g$$(i
z8tw(hZ5S5qvQ?*kM5P%lVl?w$IHRN`YOK3S+4AD+5x7Z%IawTd@cB8ijQ_DnD&?kt
z5wxJzNPGx-{+sbIuA1Z)KHL|v)SCiGaKqL=Zj(9<<C;kx;YWWFOMAcl!LaxJHs<oT
z;Nj3>n$f@;5Vb<7NBQ(XdE;7QBXDcQ5hM6^5^wsOEv;_N2_$j!L{dqC`3n|8X%+7o
zFfBV&+RCq!Y-`frp6K4Lt;do!#G4pms7T>DqT?qRHxJ&UOvvq+J7VG`7`G3drGEZg
zk#xWbBq6yjQ@ZwAjZC}1Nc>uIAy<`e!6X%2X$%M599LPl(M`i5U{IrPH_nvMcpG&c
zFqx`czi~Ea-C$M2sAeET5qEL1svJF;3Z-732PsTu(Q|op*D{`-yHZ9VY8gKC13@y9
zdoRlH_}X5amy4+F(f7xm+Y{%|^)72+?=UK{AKa6TqIiB2wf=C`L%%SkS2>is+hWD%
zm&cKD$FFY40UVs{9k+cw<JWuAgClj@o}xQgREdLOR~u=>VGT)h^xn;Pa$6yA297XB
zuR7z?m2DqFMek*fL_eq=ZLhe>3@=#pPImD#^nU**7T`bb2mQko&(1>sK6ldp+o({k
zwhopiR<^GH4<x8RZJz(}eEt^_l%ONSd)59llzvU?!fsBYicasusy~=dqQ7$guxsC~
z8c|2a_r#wz)O&*IJ@Ka@_3Q8ctC^sr^sZzBc=u}lX$dL4J7xiFe;QhJ?|IDcssCan
zDg7$%zh=GX{1@v>N$DL=^&YMEe;4u2q+<K?Xa75f2c4pszR|nF(;xL#G<&c2`x^U?
z0u;@DRpC#|<^5al^=A9ikbE!gSAo9;regWat`6{8mU=Alp#9+bu_AKAPOa(qVJTM`
zV`Kukyd}RMFes`E5U<;d9xQovw07Ul^2Ngad9JGRI(H~V8u3>}oNNq?bPQLa+t`=f
zr*}jMUL)um2B*~Z$&-6llm3w??+x$E)SKZO-pks`<QLzctC=@%`yaj>tjLz<uMIxx
zqb&`B-rzmKzv#~N4o<t|WnY18?3Ci)2r_$V5Lh7)7-7E&X2zOey)fT>Yp%R@0o!B?
zu4D?drk`R?gVW~(V<KIwkH$3ZtH)uo!W^U#MZ%1#e0L7VU=>qT6L=Zh1cs+T(i{V#
zF4H?>Ei;&+?D5nF7LvWcTqyEN3kCzqQtjjG0xZa-L~FB2v7XJ?dd=8I=&zY$6tk@6
z<k<}yS*|)T;8b~ptCR+tKta_5#}zTZSl72urJ({?U<KcJy-(hFuE$qgsgKsI#?f2#
zIfD<fFT1VWJ?>Sc($whtH$E^GmA9{fH{4QIuJsi&pDDucVZ83n4&HH%+k+9?n8)Hh
zx?X4-8qin}2)!NmNZWIcXML+|GU3#uxd?sIacZ8vzlZlmpFOx4T(&<r=e>2kzyGT2
z`<D8e`#6r))p}@~eac#W<9foXd&PQ_S#8q_{ks49dj81!LlDx`e$%6ZN_CSs{=s7p
z_E;*|o*R5#v`b4iyDi|*ql*2Iqk;DFiVQ9{CDG+<pY71edIqk?;h+yTl>_HHY#$l7
zUTAZ7gbmPq3xmzLl_|P-EjC~x8u$oF%0n;aAY_~VQZe(GvXdMA_^}d&rW^n!d1K!O
zGY*&H3`!L#Fqfz@+{#a1Vy+~~YP4u{B$JTV>r<EeVGcxg24by0EKKI~1);I0?_2I8
z+oaX<ILyg52-7TT2Re38QwxfUQrtA723Y;7yKi;{t5tGBFzA|IWn_Y&lAQaUBOf|k
z9I$%Hr229!B!+}pC8+gk2%B_A-K<Nk$cMvy@3f$bZYz3sY_O!3HRu!++iBP3YsK3&
z9_>+#_O#AA&AGL?bq)9~DdBaJ2CSkpLKkXr8F#f(uC9VBEd@9A)64TzGtO5p=h^G?
zV=VOc^*nTpTfouOP3C=OrcdPuZ3gkI`Mm8~198^nrA!%xQUB}U!|X^+Ub0f{p0BDr
z%eY9kTN|4`oHp8DxzSX<81vmvVTIn_4Ef?1#^J(&IP=#9Bn_mgh^n`U_+)IJp^OPA
z^;anE%%jOzATtm3377;sTT{7Er>VrX>%8FyzKWa}IjO`H(?8Hh)gCB!$8EA)AILu-
z9u1o3_vqgvO|nW*z3&tql{A{FGSI|%0Lo{}Od~3nIq!^H98}94OI7QZC0a6|5103r
zYtY$IXzkEH9&QA=VKOmkmpW29B$@Icg$G{p2(3ag>3eU|ISGO<A?g|nIbvEt`7mMc
zXz?Z91A7l=-96+x&SwJOwsnVej_c~D8p3%JJjgtjNP(m<e0&j9RW($}uaqwF6QNd>
zKm33ijqDuw)d#k5lPQiWw3J$zcZ*1ckuog#S}P0yP8Z~Ay%f8@M$K!>?SaEOYLIDg
zg2o!DDRl0ndYFCBdetzclgYX?C@{T>=~daaSuH#)wlJoB)qQh`<vo6|!uYN%5|EG~
z`2FN5$b@BeU`)wgSgTYFb^w68X<46lgEvQwY3qw(c{=ZRF+{0KbEVTdzr%ez`IK4c
zvA*hbpykc>9HYn~Jz0C~_wDi_q;(k8Q4UvSPj6&T?|MMm_w9VCZEd}vCvk(g#U(MW
zDrScB^or2~`$TtBt&V^7C=E7>_W4#iwaLdra2`n<uCq#8O(x}IK3k1TYW7oW!~G$?
z?0MCdc>hrn5@%}>cl|>4BBptSsF&Xfl}!+lCy_s2E-{o{RuVBE1N5i34TJG22$H7-
zla4ix`jyJ1V*RhGxH!zKa1{dyA-r-9I_QvnBE2=W2Ahe<a6AF>)Snp0&IK=1M^}Fo
zH6QCmGDStp+8ITvC6zY^()jEyVHI;;g`y;8w0xZ<H6hl~%lIxcZg*uRIi|jt5Zokw
zNpLVLE$c&kdVAxX5Sj)WnwhF~_+t~%6E40;&AxMwqvHxW;VE02l<s=x5ZCHzMR)xs
zXqKYlj1{}Vi86rh3uUUO*6E_yr!c3!csSkw-xph(N3YUU=4d9NG$R-n*C(#Cms9q$
zTcgY{)J<;KW3vTTiv%=ZV)N-!Vwz5W)jEw0-6+bp&zNl1>L2H*XDl|Tz>ewz;DVyS
zl>0x4$ectZf5<vUVsx?_UC&?8rwWfdXQfYv{i!aAB4RM5&LE}XTC|8~-^P?cG`$<k
z1>PJvtdTl?-VF7WVMr)xMjD=YFELut^kSra%L%32^zgE@O={1Yuv`w4>W#;g?|HZP
zG>gg+cMH8qA%-%UT^q$wAVB#5eiakhmP#|^tYT%%zcY}X{6Md!6l2s|OtP@xkU{gY
z*<SQuazqb5Cw=?G2}cO%`*ZGseH&UJA#eV+9LbA_6tHEEaRgg)B^2?+Qe$ugnavX|
zF$z9PEP}*9?AjNrx8@kQLU>X^kJ_*v31~chC7l<7!^I{uBBj%HQn(;<&H_isuJ-Kr
zlXnj?olFXJm5JM+bxrFj45X9oID{O%(!@JZdC2fA=r*TPYkqpuh9F-zKF;4?qjL(5
znDuv61NFKiL0%c)Ysy31LP!FTvf4t5L5>W@M(`7S$h~`CQ8G{q78)r1)T8sDHN$Ab
zTES~8QWQT@Ft^g$HsP0YiY|tK5^Yv+2lPsU@H&~O;Vv%-HFXrJ<zK-OWn*k(uQXSA
z(Kai!iLEzboa(#kJqVq3R%H?3ApWdX>(fXGF`pdl<#*^_oerZH5on}v^l<I(uQ~$B
zY!l{WQMuZ|3PEID9oHgxF0427clPn?fS^R=F-_n)RE_eqtGX`;EH04)Kt3>72o!oH
z7giRKUd<4bsHQ<1smoqpk?SGz$<4u#iZ0=!fF65j2hvw7eAi39LirN-lB_izTd1pS
z&82u`zPRioQzO4%b1T78W;ILe6&v094SAskF>1zy`BVL@>sl@nQc=QA=lX_xnz%A?
zadb2DO249&kej5txgczVp^-j9WJ*s{|63+RIph45(ec6zhRuZvf9~gpd{U3yqzoz;
zO$ZWo!X`~GqTm>|?^vF*r-%EkM;S?mLiufj>dc#L@gEb2osm~$aDXv2ME#b0XAqm^
zHHEEkWUi#}9n7#MtE1fSmSo7mdZhGdMkZPgoVpgyu=k0@{K7ku5ydrCv+Z;Jw(yd+
zK4;AqTX}!U;mS9$NzPntd&V|8tJZwZD=K+VCeJ@Tm07jXlT0idD#@jvL>@}s!%3ht
z)I|yT23x{deDzZZTmvI`x?n`B+Z19Ie<uqknLkj+iXPwS0JK3V1XT*Au%g)AIVmEQ
z7VJiOz=(W7-dd|tm0-+LNqJGgy|4bHs4`Wmpz0-nQuAxFcI0Ko=bzwe{YuR6ITt_l
z7fY{5lwF1ix3tdQj{!mRIv@%HAs#{7TAmJQH2cY25%&2IU?@Y9?KgZ0h(2`@Tr`P5
zgmt$x`Am$h@B+VXg)VM~PK+!&abt(Z5B@oWi+$fvRL3nU5H1Sp=c`jJ*NvJ3uLu_o
zyVehdM1_e&2UJPK;t(+-`oQqdW%!h<ZmqB$SF#D9dS(MXGG*Jd(|pOZc{tHzqENy;
zYVpJ?oSru%r5+JRiz7iJkMxFc%Co_w?Hs-F;Rd~D^JQ?fQIT2$@mn?$vaq1)?h!!!
z@adKJJo7z6C?!i-z-_DrPr_fBIZR0v<D)6Q2<%#%sJQp0?N!qlW20-I$b2LE=*U34
z@9uDY+ItS6vlVxF4cEXOO7$ErT2F!&k_a>U0UP9Y0rJ}^2PmtFT83nkXh2bm#SH`E
z_)(ttCo`HK6!K6_LcjomLXCpnSP^M|39<nQ5p%fjWq_HfjXtZ99?(@FZqRx58AW{b
zM~)l3HZYi<VWo&<JtM2kF(DY^C^A`ai>%XveIQ=yF68dwbx^?AD09p<SLA!ZXJ70z
zAqo93zJx(_TM!9D*P5Y7^d{`Ydh^Q#v@E%Qrh1HIL%tiDWphBA=MRX0JM{8XxB>79
zlgLec=-?%^=}u}Uq^Vj;i_t#;!z6_s3dX$&s98;PZhrQ6Q@p_k(+Dd;^90`x!yUTt
zqKO9Dw=)T0^I|+;tQ=D|^_Zjf1Bgh|6P5g=4ibCC2M?5$QKlgPV-11|aAi%7iNGs&
ztHL?Z<`nWogYjFC6EDoBc}UIr0{OKL%jEnZ+|W5P<Q7FJo;)go4p=SnNE7rxSCWG)
zTAlzo1;ZR|jub!>7%+%PV$HXfvz=On$!%$HK7yp2^FpUOJB&A>9}RCU!4Uz}NW*VS
znC;b?0TEePadEatgS8bg$DP6=Ng6_aPM}P5&wUYQg6AwWR8!UDwxNE#X^E?m&h2W&
zmU&HxhdiL&M5M5K#XoqI0d9R*%%*7w9dSne!Vx<VaqUsux`di2h7kYyLmsf^xTY$?
zR-$gE#UfX~S_6mdYHtoHAN}D_&MwYDMW~BO`Em{tMAIpgv)v7ymn_AcE`WnQt&Fzp
zYm?yj_bBYy`U{^z|1lwVSA#VQ(+-3tb)FqQEYf7ga86p*F<qb#q2QSWAg(*iWi-D&
zsYpx85<#CCqZ+Mr5qDCxB!qXFhcjRR{S+fqdGFz_cvk1VarQ@%h<s`VU@1%!@rhas
zTNBewr$c`hY8kLMVw@41{=H>WLx<08FmS<UbE_**XESnapO0Pj4$>j|2ByBwovZIx
z>DA&@HYFAZ>J*=~wj=5c(!zZby)~}#;3O!&<8BC<5WR8vOeFVl=pzo|kf;7ZA#3%C
z^Rkz{%uWrR+I1j!e>Kmbx+>IU$rp&!NZR`RGSX@J<)P@pBxD!K;!<b8EtleaUsitW
zrszW^apEV)`Tp9xc4J)bd9OmwpFs5)<eB@s!*%4}Xl2J286h<_YHFH-Dx*gB9CT;P
zRLKmw7EuWhRCx9|oah-H(Ev0f#|xA~MSF1UcM@+%VPACM*?*1*p7_dC5@gNW&ObmY
z`5(2TJE-L}YZe<Fo_tOZ?-(&Uj8jmI5VYK2?4DZ1`4l$GJ;~s50CVeWye>Y42!Q8F
z^2?}|V?MD@xfe4eewH&q5;jZFb0QSW;Bj)(ak`)!nR04blLHNo5dhH@UM{%I$_rIC
zkUBLELMy}(hG&wetuO6!KA>|~#GA3w*g+v05|;HzCE1n?!;cDE%;I7O2qMHYeMFCB
z9*l$#dnDMAtI?L6ghbBQnT}(7x{#47gy}DmFyE3v<PF1LZvN(f=OVppGztt%5<wvE
zXBzBh7U`w{CVpT^i4q2}GH;bd9;_}A5&Otkmk__tIb2}iV=;evz}^!qI2IM9Z&QUb
zHjd1BS<iNTgyR=}##TUXF7|_ftpDSKh9|$ANfy34U!BI*kY+a$HaA&Sw=Q*$^Cs2z
z?aTUOO$Q`q`)LKv{0tIQjCpqjyn0J<ZA0F)2>^C*jW@UprU-x<juXgPM@iZ0AejqR
zm!_}Y0)Yf`L2uPIIJrfL4oaj;D_?D2LQb9`!WxApETvs6ViU<dg6+E1U8yy}MhJ+j
zqbI`37{dwDBCnAMDjQ-HZVoEMpD-$ZyZrSqPakB-Y(u?4w%`dXOr8p%M=Ddz4krM@
zxJprQF91*NFxzIwK%a{GUMAJJ#<n6}vlxrS?~{Gu1fxB+@ModBGrq3NSJ0|Yi1`(y
z!e52EE=AxTPX%bfUhXvKP|9*}LCqh}6}F*=Mfj>^OjkF&QQ(Ip$v+a95J@KM%}4-K
zr8;ODfqKPC^U?8VFxpT|%Mp-li!?J=iy-DJNESX$(JPB-(wVN#kZYZZ)$><~6Q|Q}
zYJJ7bD63q+XWvdKvG^+T5Kww%+@LekY#iuXq$nRxo%ym`^rIPg0F=C1L8!Ugnv!^7
z4C|4F%#OP%Jl4z!oBAvviaMjRd#ZUTjIq{ZG^hgoP-CtEuHqQ+C&sWA{`=tsG4{)K
zkOB$dS@kBpvN&Vzy=3_`W&!Wra5O0)v--T?MqHC-z7k<T8D)h+r=AABvo8SNMVO{6
zTYAmeL0a;~EW7*VO(RkO%aMDeX(UAX#hEf+*+QO~P>H2izbBs*aGdO1pQwXHL7yPp
zOsEqBe29y}G3>~K&e7Pd;%IEbHG&y3EtVDR|5F`(c#8~OMl!&hg(Uj6c?SZg%&Y~|
zO)_ZPjF}Rpo{3gM!@FsLEx%d`n5b;LlN=7zf>T8o83!=@p~zZbeRd$O+X853d!^w+
zt1aivkAV~RBk$gnW}`P;iB2F>)0dHSso;5O`v8q?hsvYdrB^7DE4KOXNBfECRxGNU
z6E_uQ{bCx2muw9F$@zD(;{F$Bw<sKnjDB_-L$}El{SH#PRBqc|3are&Hx$|i#TGdl
zMhqQCi2JgKYlTCH&FgI-%9$i&<uWRSFvjdZl^n6nrJC%C84nJ{aIEqw6-TqI_C}Ke
zoCB=Y7%3A7;wYx7yQI0tnYk?xu>-$rO!1!uMKSK=T92m3C8f2^La$U$z*WE9)HG!J
zIPaAuuM%U8D3^l>h!pJg4zwR6jvm;1cLvF`OW*YqY@A$FSABCnhJTo6gKS_-<(w<-
z(2D<LJ<LB9*vs~Votu9RrQf=f|FcX@p+m<d`dwBoN142fx`QK(XSR@R6>jWloLj!{
z>p1%j75k0g`=%P}y-3>+@rzR}OmCn;sFj6)U23dcLYCqQ1^%h&@tkgTrI6K&L~?g_
zN6c8QNvNdgF{T+Iel5f|-A$P|?nc5$fBa4YO_-J$hvMq+LLT6CL=C#rw=uvpmlw8a
zN{M5&?gG}++PP}9%9BVCD)VM>b4zh0<7)xMn|8RcruQHSdCqy)TPL^PnQRvq!zSV>
ztp;{1(uaX#wbJq6y}=RBaq$JL(Veg6&s)N<y)#MkHuS-Bs12q`h<Q9w_fp-Qvj+mU
z=`(;Y{7J?tO^kp>a1r)UB?KQeK_y^kfDX4MetWG#mW<kk9z9T=r6mB;QaJ*%;;e9X
z5}H`Z8q1oYolnPgjzq`oYst{EiqW>6k`FsgXwt_P3}N@?g?@eqooch>$L(H0anuq6
zJMNZl?q&0D3R^J?WS=r0EN=<zrVA~TF$<b#DzZYDs-KmjwU$F>=m?Z>ea0ROvk#1k
z!t(q<V|~@}Y>B#}v~cYhkI(7wk=1SPXk6CjJc>o{q-f$;;lmBx5jDa`8cprj57GMX
z8nxOnln##<JdWvjv76siXM`lovE1B+_x-FKKkhCkcD61K{D=|i61z<D6l33+TPR>^
zxx$q|yx0JATi#2BNz3qil3I^@b|>GzM%?p#i%J3R;4u6CNiw;5wGZ$dCis+8hi0+t
z>-@1EqjKWawAJ&_otOQNS~i~8yCc-{?pX+fcy{pk<f?Se>{Bjn;Gy<nq=49IE(rC0
zX%v_?u{g#&S#tR70%cqr3PF=45e1lXMBSP9ov>C5PZ2Ps3U&m^3%{l6X$Yq)B3bao
z2q4*ad;HD|k+u<lM-`MxD_~vcv^4Z3KAluua#*wUCttJdF@|#rbb*?J{&On=fbw?F
z$@&bW&r*z6^%kD@`R1a}_jSSdZFKOp*thLlq*?P(2BU}TInUJkqrdJEVyUa|qt&DD
zOZy`YHFm`f63Vkiu*Fx{ukX&!&qo0>`1%oO=r~>CaS^J|uu6mH7MnjV1jR{+TpS90
z{3GMx$fSc8MHOJt>~nD4{Sw>pv}2HC>848|*0+i7?aLBG9SO}hB-vzRxw@gMobFTY
zbFkIzuQWg0vX;HxEH!v~KYfJv@~&P;#$3Kty5pCQYu_mm@wpFoX#13QNYtTx;K<Q?
z6-%tOxq-WZYH3o)Jakm4U8d@^vKf~;N$2nJSv^*-G@mwC7vvTjG<h4``QiCfNwfx&
zxISww)rN4KqdmtixI1t=q=OPI@GA8CCoqS8R8tA-v|xG4_xx)Y|BM;b9q<dT9rS%d
zwtDuCurVnoo`mHRv(drSp6vKC-O{YDJ~<M+EcaZ%p=>WlBLR&dj1Kwm{ZP*W=v_L4
zwm#Ef1kQXl91CYuQLSQurOKc>iUoq1Z2{ch16Z`I$F2BJk*E&>A`8)7Mf@+5P)gg1
z75QF4alD_1BEQ+Pq0C=R>|&H_*<-%MY==2IAewS^1;!7|Bu4P++lFc3+1f6f%!hWE
zB9R};#xIc9MK@<)P3GCK<mdTRNV5gDE(HZV*08)ENVfnn@}CV?>XyWYqVqt`l#Az`
zC(SBoUkZwN{*`}a0kT~4D;I{Y>^+yf+HapgH|ZY9s&~4MTt>YCO7?a-W=qFPfIUcb
zF^CDW97>J03O(Gbu@*{b(umS*rtAnf6T!U7|HXa0U=hknAQ12ZUNNEFlVgE|S=DIL
z2z3U<qTk~@Oj;k0X5Gtpl^|_KM7JDdY}8Q4n<#AtQw{%QY}Jb~H`xGXD#yD(n#Hdz
z&6k)D-K@czE%<7cY4`D=&bk+4=Q~)vVX0p#TZ#n;>P~DlQjEeYb*3HiHq25`L36Gl
z(gc3H5z;G~OnV>FKk=gd@(=w^-~xc1`ClKTI@MBl++j)ZIoFl9)r^pv?jPv$v5Puq
zKWSWBz7TT5#!^Bl+H%1;A}j|i>vp*VgQ+PeeB*pF5#@vi^A`dUGxAA?qRd^Jyjp6q
zy@Kh|U2T8Z!K#c<PyQ~fZ_4UgM>!eMnvvWx;-Ecdqf)24&#Ky(!`hU2XOXYXvygjr
zet+uX+pIy(>bn(TvS5|-ShZjLvi9AU)%U#^!}73B1z{D+4}D07c$sTuhjoH06|d!Q
zUpH|nM1|AM@d<Dktv-=n+>U3$+ae=hr)RJyCU<+tw~Qs<TD5pzAKN}yfuFxJj@Hd2
z)rnfPWSbW=nNlaQ*16jHBsdR62FYe0j&vW;){R_k@Uq5oHPPjSpnfUc=z55i?epl`
zer#%bgNsy}NDcITQf6Xy4K-Q$v<}tPI>w}_fesSFvANK##ML#0nL+8CuB|<<&ainm
z*y!%dQKn0RzS_efE7B0`p`Yx;RZ(91$qZ$xrp##0n|Bqjs?7cAthj5~hqR)Vqr84y
zM$P!?6ipRo+krdu657jeSjo})aC}$!-2j5V_tj=mqf;$pD#5AgsUVxx_A@dORv$y<
zYYylseYuydPB%|3wa6+RS!Gj9OsB_10CJ~u78fwH`ZAI}T%TAo#sp&!d9u69SEZ}-
z5oV?^np!lw)DdeFe0X_GdAG}9^^1j>z;w^i4oUc4C~G>)a`GHL<qXxjG$qf&_54KV
zGU!XL3^`rU4dG{Rkq7n<gvS2x$;u*M-lSc9iS750Y=j@yoL1&7J5bOX6}_9aSlc|!
zovEDhu*_#p&%DdG&$!W^&U}}tl4X;!-m=eBa=tgjL!r|1vbECgAFf&XU-O>c^|f;2
zn{%JXhK33*jFx!3#;&HVQF7JJ%wOxT!BU5pG1qV;*((K;=@f%X*WU}1Zqgeob04ni
zBwzd1&Tu6t2(v7kw4io|-T@y@<Vo5n@Ygu!m{+FB$TIU_udGc0GNY;QaZZNP1F?}5
zNBl^cDH_lk)C7P(wgQl#$x-Q|VF#uA-dzjYbENjN*_?4x^#!S4l|2`*SwVT9M=bZ-
zmMBNp3UeuB=T+N4m_ub&UR+cJgK?erEMT}{$%&RUUbdK_1<R-~$Pz(A62ywCx=26r
zCzZ(qSpma*P^nI^i9JS*{#wNsqDgy0liLv69Q&d4SmmZMsHshPG8ukcf8&!M>SKp7
zsO-)ilzQB(^alad_&_92ZVZiO$Q5UH#8nV5k^YniU~%13dA}DZzq&|pfG;0Kq3UQO
zd~yAn!{O9g^#@v(*m0y(o7kEAnnQ>~hakh6_z*0LI4}6YzL=N^$}oPwCTfM3_II5T
zH+?I1+jfm0MwHC&NW9L?NR1h+&&~RGnQ**6aQPpa?=CQSN51igt4@kg!5XXMlUFVa
zifS$~IWIO)0r0q1JbD2`t)O-STC<HQyJ6o)3_9^@mH}O-5U<fLAj_9Be76o=hT;jP
zOW@R}E#^copnC<PKZxEB5gVGq0f8bI&tudE&)eqXG)={5n!TVdLwYT{3CvI~(lFWb
zu&jm9b1k8H_|}~j?i%hx+32CsRhH1!%?vMnqrlqUdk0LDrL=YOHhPD^gD;K?@@ief
z7^G^Pgxq~Kwm;6u-_<av`;h(pn#nOx$fg?gR!al!^bVNw41PQx^yO@FK1mY1d5UB2
z%KHhwI8f-*JORrLc&=uNx0dUV4K5aMdO=XAUL6ly@5J!@(1GN;Sf37OHF>7<1y6eW
z*i=*iUF~uhBR(k=t1sEp;%N~Gf?i7d^0~@_mOp7W7ZW+WC41;|TG~9H<<f~-VSc;y
z56OkLZIi@B=*`JFKT1SsLf^qoxK5mxGmRf_eNRxR8fQ)LgZVx3hl_$J=T|x1bDsu?
ze|i8(9=EH2p#d3!x>XDW`@8pX?7Q>4fyYbn>FWx&GNN_ZPY}Jhygh(p6_P&bK}-8k
zj9-7yU{BJSWAahWUp)0l;9tV4LT*r&-T|RJQ}cn~)8RCiqWaJkx@{ABaEwt=MDsKF
zf>i&My#hs6GLXoY&zvk9JW-08LK+Xhb+{-!bupOI*uDlKSHVj}e_%b6YSk^`;|39Q
z870coh#G(A6(F^vwfAa8=*<959R5x^%VeuD?W-kl{(^%=Sj`8M*l~yhhIpvHw2a$r
z?W++8O^8YXZF+7wRDZ$I(U8!a`CB8uyjjX=^L-gaH{`|y#dpXqsR%ib0Dl=&*^?sk
zGAcjLrqMva@JT>|6Mz$`W)D%f$4qE5!~Jo$%!q&v`63C3tO^@FMqa$kt@|BY%0MYB
z*$ZDi+}Itt$Bz$-U1|dZQy&j8KWgVK^Ajd>S1#G^A(pEvh$3(`l|xalFu^Bt&u$%;
zHk_v<_cH=A)GRTwx+l4+Cvd>0z`ld;%}f_@CsN;>4fONtArQKYlqC6t5$fOvV@5RL
zab(AXhk+?Z8H8uP0QJo|acU`2(_zg_gXgh(bS6LQeaRnV`MiEUq$DUz|2-HRj5>?q
zdnX;GKg{zXG(t-$5rj4{&nnND{eW@_*Tq6EIJKxLFoxsq^Q3sWr4QfQ2_iS0!E$<T
zkHE*Tw7vY>OUg*ZG4@R5;3QT2O$oVvUme-7Qw1-c#m8Ae#O-^6*$T8T7@MNi)cV`j
zJP!re&KDg{Q*hVLVz*!S6hpcJe6)d`Cgq4G_jrs47dw-jD<u9q<;wdH2$RPB-%-L#
zoX{U#98)hn;}w{lqcqY!sop-x!!6kKQoBJ2(}vmM-5HNVf?*@5IO>@4^;jCB;0w70
zj~Q#-bSq_(JR)A`Qk^dy22bETA=gi#1tV#JD32aq!i3dAM8@#j*r}OqM?@69<ro3$
zAhrieD8LDiH<vB(SS`!82q+QO1I53SDd&7@A|nD2q|8zk?x9O@ADlKmT7vSmeLB9Y
zS;8KeIdR3hynxVCqE;OMG#MDzNMwEBUM|63k{e!)8^4y%HH&g4a&pE+{Kz8oJ&^=F
zw>!yTQNhZhBhw%|wR;Gdyj`Vd8C_%J`aqone$yWlrX^Div*aQs9@a_!8U^UI*G-Tx
zVx>gQo-S%a-ID*-yUh~5pU|u_>iCDS2r9`0HO1Uc*~4v}m`rKK9Lw$|I58S*MjxN|
z@-4Uh6c1!E$WwX)Ox*|8K6ZxC(HBr0d_x$Hke{O-c+lv)oLbYwm+?jDl7+RKtc|+N
z_GKvW(2+j(U!}@&!)nA6Hh^N;HZf&;g?h*@c#=?7xY)OYdeyG)kdvHwc(+0Jq_mA#
zd$M+jm{uJS_p;cA(1>-FX|Ds|)jDqxGf1z1^d<&FrJG<I^AVnPqiSMuw!!pEYvvvx
zCBrrZiqh`l#n>gDf*NLw@zD(C(A~14WkJE%Z1Cb*hOi_Jn~>NQ&|wnPeaUn{EF#YX
z9iNSfa_&;m7d`^-oiC5~?W@{F)Hz<^#ufqzEY6S!4%Ck^mq0CI?hu>n9wc7)u{iHZ
zN!)pS!U<*vaS7K<8lWJsOTJ>%j#y8t8ShjNmna%<N03uQ&$xQp?t5!AF@#VFD`TvB
z3aM|XBrMpD_njkxcw5WfL8UjxLfpY*=<Y$P+&|FaE$`r3KrbCBR}Fp^Oe$B|SVl9~
z#ly6}ZgbJAvEOFrigxA5fOzg^PC0Km@Mbs4v22gMTpXlnKlJYnHROx((fzUv5rsk8
zC0bnz@9*@@r~Px7MytF$A5F6?0IR}d?4tiC#8I(3E-5Q%Y=)0e=Iz0Yuz!H*><<ax
z>pS9nEHWVLbY;vo=}&$iC$M@yx5cMyk-t(#Zv{e8N&^_=s)i^nO}}>dJ%hs}%wbw%
za0@`)1p+Wsww9W$Js9~f#O&A$B_?9>{hXDXo#L88O<K%#H)K$RO{}x;+V}i>Oss=A
zS$yR}MR3{)d?0m@>br%K=&@n3m57#sMG4T^qS5y&6d)#Pf~avbK!HMC9JBTGsN+76
zGxE34&Cl_eh&E(Z`Wb{l%6<lC1};m6a<lkEugUtO?tU}4O4l<FY2Fbz(yP%<-T#7M
zCogx28Zk^G&=x;zd-VME<{Ab|S%qFJ{f1BtntG-EqoobX#Lg7ATeRqCOhfw#9TcLN
zGgm+Hic6<%DO0iYOe{XjmGH_{*(PFuxhk0vZ6U_weG@*P`^Yx{6Tt?|QdmB7CkI_r
za_}kg3d%+`<e(udq#hf%Rz>UM^~2#Iof!ph1@NvCC#z%8uu_q?#rp2@1X}}M1e(Ir
znSsUntd3Cs<jx%&dBA5{(~l|Lp{Zmo-efH=x>aS^hRgI%gnC(*0*MobR8XiB6h<NB
zJ}vih2!7}5lm3*Nidx4f&R-<ceS&gLT9cMdzKP}O9dLyu#qry{JDj9KYa*FNxIq;9
zX#=o6Ph{FGxPb1qeC3eAUlN#?{fq$q;bsd`b3?f&<Crj<wxAy4{4=JM$UI>)hARD)
zf3NneI8+_<#`8TgOfNKEMzJer_tI%hw#4>q);2;!_M|Y76B$*;wlEMBJaIf-zsn&5
z29iY2pv_Ve*2lJ=Hx`(wG8ypNaojisNFF%v{I4wCK%2bpNv5hTw?8T-d=Y45#V{!6
zzN2H}x<f)C<!b7RbaUiBm3#KgV?Pa15|b|isgx-L>QG9E-~%@|$a(WSZ!ak_oQVj+
zjki#o^chsG`My$BNg8@NQ3cJ(V{gVZ3B>v<eI3$=MEE%{M{&n#bGfHY(#p((N;1~o
zf|lnMNkI<0@Z&?G5yQ8+Z%W8>S0ntl9$oQ)<ot2uvQD&+3eo}i$qTE)pFKNal9h|D
z5-=aO0c}+fTB_=g2R~(Ja+Nms59wW~32|iIx{{m5P1??d!$>sNtPK2F_XFts4L^j{
zrh)0!OFHgW!Cv-^=)&0TrYR3_Vu5xg8!E+=c${b^KpEz5a6&FtaqA7;5&EK1RyG@b
z=xj8G75S;{QzS>PZ+y;FrR2M-JK^7VeLp2NEO{9*$|ggj|4C7FD^?cSs;~D8R!B5#
z3xsUCBr-+Mx+(GEj=FxoF_e4Cd#vP{zP|Pc)&R>TtvTnf=KI{dBR>Pjr9|9~S4U7u
zsh|_@#@)Q4j<*k7#}lqT$_Wobl@Z^^0@?_g1MKqXB2&JN3Kn(AICdp=V_Rqy_7Utb
z2F2CH1XEEXpbEuFodwSI3({3S3j=u_G<oF$Ys75%i^T7MS^yu_@o8<b4O&XRhd$yt
z5<MY>4_BHZ$WlJY$~9Puo~%fgbF+GIIVF|(Q%>mPVfxhUI3sHit51b|(_zpi63W|;
zIq|Y^O><UUNWXR8nsWnFb%7)CRc*iQ{6Lo72rN#MV6<1)1gv#N*JUDN1KRE#SB~Fj
zzW|3m){YPwwn$e7!k0H%CSkN20uuK`G%#p2G3_2nuU}(<7b1s6+n{+n<IX@!WuLsI
zuLGU@v$JRf`eGunb74%d*&k@E5`k@%`!bTVU8X1M0R`$OsS!%=4|dic<1jEy7iii;
z2{xiQ4$7WSlp`vUH0*Ly&P|0UALb~LU1&S8VyGDAkNvWg@w<G1#)&jEJ~-M#&|@A0
zk$5s(Q#@!rt?1!bOrC>PeU?|2IB4LEw}fsW^Pcnr;u7se4HrF|#!=FXh%0a2#=UKG
zgE;5iX3?03!}NZc42?eUm!vY7GDhk~n`bd4D!jI6x5|3jkdMJqn}*A?Xa@$9Zu$(v
zvU&iX?sD=-2HWmJ0$hYyJk#k)tgmTOM7H-_sa+L_p{)US;a(3ghuvl3ffi9gI@!&A
z$kE|-x(}#w(5j6{8LMR(bYaj*GU0*9t>a}R+(+o09GvBc*sVk2RtJfp-?&r~i7UGO
z0A}0Z!UMS&W`qrHSxuzsh``)+>ay7_#E`RQPj%(Srd$GYLNVybUun{87;e!}V2K3)
zGwqZAmgT+D#QS`4o64$c^Ln@6)us3H5;F}TCgBt@=~7BOwwBXpavmqCK9p$rdBjcT
zc9!emB2={0&mXGM$VXxl__P}zFn9rUtnm{yb~7w{yP-sX?{#DdavdEX4cEyaL$z^&
zb#wV8Tt2{}1v^4~U9G9sR4IvQJlqB)VUmh{lI;g?_4h8Y$tWs{kMTFRqSwzIw^I!j
zjESk{3kzCl@KbV}CG!-(JhzjumeTRb4?%_xKCp?d>px)(C!<cTppATM4VGX)4R3l;
zg_jSl^7e(`Wu(7;JBZcWRCJB(@;Yc6PjszA=xNx(sy0xx-g{vP!|F0?&N<_-k1l}%
z+?V>QAd!CTR-Bx*^!L|S1dgaKj_-{^F}t|W=gMKf(Qj`A{6P2r0s8@68`FF-FGITu
zsy-kdvsWs5G8+F7Ro@#+TOrq>R9{mY@I#991=?ukAjrW@n-Kfn(>K2=G1IM7p_k74
zV&araj)I(yzi2&sdSg1;-yZGy!I#I2XQmTU-QMPAK$<|~kS08$gv3ceY1a<TsSGai
z*&qWDSM8j#?=10Z>tqjQ?qTNZeP-2<ip$H<w__=_=WI%(2bR2a$d!r0H;|)l{*$a3
zApw@t{~l8c&4P5F7czYrvgIs$mh1!1O^PQ<mS`>x5aea)YCAG}kU&O8;cTL#AFxh@
zYS_R^$ZUpOAyTTUIme=OQ!_bJE=I(4R2qcTb(9hRrt8g0$+XU6p595@cjYAhdgmR;
ztwd2afB=}=wG#>nVd?y!{3Y?vQTSP;;%+ZC?LjWlb=!J3(1Ugb914Gy0lFw82|7uc
zcN&JO+(3{}oyNlo5?zg6^ayPCaN%1lHY2zlyUxKAqL7?n{a%7M6!GP3W0?wtxG#Kc
z*UndC$_z-EUced?4^>g6(yq6PLQ|2do`}#`l1>YT-=}^GWrt)x1R}y!T0W)S%&h#|
zjv|Ep4r$EXz(Jo$!Jp?~lNQvBb39BnsDmgf_3)TeWpS&0S2Jxt3MlHsw!XnEf-VV_
z^aBk}NjU1L0Y28Q;(Z>S@_h3zP$oEVoA4snHfp^)3?KgyI;=V<7-l2YRRr0SeZi0!
z8%7oUvAsFkK4e(ManQ74#VRImGNZ?L1bN~J9Ryl`8;KjDmvDji*_6s{z_9DMEeE{f
zqb`Qn>-~(#ZVXS?cJx)LK_F`zin!<7A<WUb9zLe5p48zESbCOBT#H+Pfny$UkSwG^
z(kbifs~cAvcykiT?k&KV`%V9jG}oK6fO;9L^<l##mZ>7dcOxblP(RAl4uy#8`~@ib
zF}FFMj?UB;HE|(Q{9JeyekC-dv!^8_(k$rkiNb#v$TCa!Z2u~T6#Xh+Z-EN)6OsH^
zY6*?4H+%P%>>^22ay7dJ?b1ss*B`-g^3pEjtT3L!csIE=O3Tn@FU&CmV-Px<aBnN)
zTPiSJE0JbxlXgi!NY4=7gxirwdlwS0`JB&OZvX|Qa_m_Kors@^yzC|X7B9A|W2wS1
z3HOl{{=%z?B;pz&sHT~;pXFsRv!>EuuO!SBx>Pf$b&{0mBodh=3x~68)RvC|m`nGI
z#9h1*t)F0Kc92QF7F&qdbhckqzAL_InrDCd>2YO`E9Zf0PK;NL4lUDJLY`d;rTUgn
z{`L|vgW+dp{E%SwWD;(+G8-+S`9dpv==yXUF{7@=RIVeJG{KKn`6`$67W;mu^YhOH
zX7M_qjEF?I%=$;|h?(=pW0WFC+R<nZ<s>4Vj|>bwqW}~2Eyzo^nwM3)Nys&SQjz8D
zv#wEB801QjgHnZv)YZkB#Kt^#tC_>ONNFiGbN^4Ufg&Z3f_QJ7{+6XZx3zV_C*Qye
z2`ZmcvO_D)3)Vw5jEm8>RdSys4QrT{BVLcxsHNSQDz5J%1;UJ1K1xGUW?!CeVdY>G
zT;x(?rRuOSx!gQdKeVjSu!>%0M|TOp-<tmzZsuce@v?nZ1zg5a*-@}x1%bT`M()${
z_L4r+8Bq5w{*z7kU%?Z<vkCvVz|8-T0yBVLQ7gaG3;!!<Cht+}zgL;R!507iz!vXF
zmEY^U{|!PwfM4Nfzw?y;^<DEWBbLzr3uO_Jb^jH-B=3B9E~oabtBN^oY)+*ttdhnl
zaJ2-_3Gy<6x>X?a*3CZO_N3C5Zeo3=<P**}TvmhcDAfiAwq{Bl(?%787Y!asN34^*
z#3xf;iKXr#5ovh<2|~TWj`kvAR{?8iourw=eFB31kY=@9JeDf!f`D3WxH`LFLM*r~
zEI3PCQ&&U~3T1&Hh9K!!Hr<F@;P<6pn3H{YQ6ncF%-zJNq7<zrOiTrvAxS$Qjg|;7
zXKCb#s8j#ZsE+Ijai9q9+94()8plB}%lcfhZzR$`rUHiHq=w-fBTlgQ#2mjce4(8t
zuwBsO`XuEjw_bN29F6LnW#i1V1X!uhAag^*hqiFZfj1jE6XL@-=%V)##Kn@-NC|=A
zDh#jJS-#+{>v+TTPR@N7<y&9P`zM&Q_ZY?B>jlQY@E86?%#BBNIig4J<lg8H9ZNW3
znL=gaP+%^>5WZ05GQWAWN$4Jqq|#3LgUqiM$1MTd)qV`&lm(TJeIM2LZ85fymh$)}
zUZAE;dP&uKE;9AL-+sD7$C+-7De!Bp+yJkhj9P*cDaOGoy4FUtACWVM6q((@Y<A=?
zaT+8wRh1Y>-GS@IHG*48Wkk5OI%<pctVhB&J}Q8ip`L-<Lj^#grLfdN$b^V+%aN`O
z6+Rtykcrq9=OSB=y*$*WeKNQH)LM>tHO_uiPpo2#W5TNTO{OJ(FO}Ir_>e+0>|2Te
zb06hLof;h7GtwEY_}$NLbq}xY$H<sJJf-zwH>snOYY@qsh-mm?BXqEK^M;5WrVyKQ
z-tOdmI!Ac7hmv#u+e!8vjP`p?{+HmxEakr?rT&vhO0oP3r2VaT<KL1}|Gp)q{!p#?
zou2%UB6!d8yXSbA{z^JgkhBqGfLwh-)_H%cPeSDGD{GV7ug}BM*%VPGtVfM^1L>2T
z&bbTu4jqjdWLulRZHeUeKUu&1*zf=#k_rsHwqqi#(D~w4DXf~k7F)V8;0&8EW_IUT
zXhO8#xi<ixMzmuU*iniM^{6^(h6)!B8nba<nUGDAlTI@7FtTN?<wBvc*0dc+Co6U+
zn?ZA@2$KqGAqy&u?{f?P+zG5UK@7#X;-TcU;!;B-Dc89p*g~gN_&_*{5@x371>z|1
zKpGFnh^ZQAm-3C=g8$&-O1ECfLyu~v;>T;?4ziCGno4Dw%!Ggs!<++LFkPmqRzU_R
zrD+!mEm|ftu*%pl<wrd}UMN4#<jd0zK}2Hx<EzU`E>v6kuWz7=m8Z{u-(HS+R_;Zg
zfc+z4m;TAL^1Exde`n%lf9N;;&In<C$F%*Ubda>7<U95Qa`jzdQPl%Q7b}-cS@ra#
zDY!>Ehmalj8qe>Sc$s$=ojO_F-lo7l8s3d~R_*gE-NHHIh>&UA{(~oV`19mfu4`==
zbkLt;>uE%j$9g6dLvhA&&+ZoM-E)nEdHq3&<o8^o=e@I^N`zq-33a%QuXbl%I(0)U
zMGeGmNOr|Vmpan&NXo4w6pilSyprNwWq=GwezJolL-M1g+jmp#aJA|MX2I3)g9M@t
zO0HKMwu|p2t?<;>qS)xd7{L(3d;%Buelx9#mvmPTJA<hdK<R5;w)w6WgfzaL;K_AA
zmUAk?izQ4SSA7`*v1rLmM#S<NReOI~-te<4e_SBb%!6M}Oj*6YlKb>dnDo!S9mtt6
zMu-FD8yCLp?}xNTfyZ{=KWH>bRyr`<<SKL4FW-qBSb`=I&gI{e+nS+AV26ggLBOo7
zX-5DJt(QI-rhU5m(pJF!84eSEXxWSVYr1h{twy4U)}5AuW!b55H)_Nvmcg8^=l3)|
zAzIWmxM3B&u0jBs3YEt)TQ@hyMdQzf%NP4+;L_WXhJW&q{`P9}FS6->E7kp*mFoTw
zNc)|E_8%2R@`p0q?=-;wI^NVDB6Yu0rN1gS{>_{EH}j_c5C;66w*Sw89{fWe@pqcz
zZ}i~*QRu-x^e%s=U;hJ8S^kjX{GI>xZz{|GkyMuViTU^TMgB8kG+BSwUGyK5I>q|?
zONxIjJ^L>^*ni_l{-<yxtiS7B`itv8Ir<$l{RbsGpaBN75```HTXM&nN<<e6F@0=0
zP$Dw1(ya;QP!^;sL`Jyx?rlURh$Cr4SS)nT+oji(1hj-oMvK^f^jwk!o!j>d;T7RT
zY$sowLr)JWJ7AO?5|saT*~$95zNY_e$c{gB4}WXs`iu1Z-|*A_W8kNM$XWhQA2a-A
zYgGE3YuJtdPL7dzC&&0xmh79)il29(%9j)Pzism4OKeR=ONk@ZHHQMp5}%q&*{jNZ
z<osL|5L<7Bq2k4yN@pcltKf&c!YvudKAQGrzOjQ|xoeQXW&y5|F69x=4gMz(VH;WM
ze>-gc(DVGA3jgQgQ~n`r`diKNm$CYv0BQP%%<FHp&0mqG^87LHxYu6@%yWHk;<$@<
z7|J^WlQzVqwGDH)x8LynpkSNgzBOOUlKS_@Xe@6eQMyi7`y4pv&o-kVbP_MqToLQZ
zG#i<f&pk_^O_X-lPLOWPxG-aE4Q%((F)doR=11EGBWWjx0F><P<ym_AG`)GXL$=+r
zcR^zm!QRCe*<hHV1Cj?(Z`91FVJX<QaO*&H#?nHV2P&s@0kl~ry6gU>5puduu6kGb
zRXIT;Y8GipjO|n-Up$ykIDZNrdCRo<HsBd3XcYdFk@VY!>t9Y{{LQ}mefHfSYQMkr
z?EUKi^8Xj?yFWC9f9ogy#zOuk7Lx6M(u%Z>=KSc#2Pxz!!*8vRu4j11g-Lb)T6yx=
z(;L@~l?F@xg}Nf(fF883{1PI;{p2&Q8dk8Zk(vSX)qnynm>QJaef5}Q|J#AT!cnwJ
zs*OT*LhbA==i&Gg83%9_E6G0r)U*Ar70K}Lj7$7()&AbHnc*)lW#yQ6OC29p=sxS+
zQlHHiJ9KBR+IiI+6`hXj&YUoUW~(K`gLDaWyb2q6^($x?KjHd{X3G8<wWhdPjB6KQ
zB$H1O_pC+#cJl>5M%gzWeuOHRHeJICeKV_D`erzz=|Ou2VJb%UPrRAzzk5iA@o%io
ze;=#E{<~*M82()V_t^hYO`qS&$=Jc>mo7b>kg<!op|OIfz`N?a`LEmWSF86NA!9>Z
zqxXCnd?tK4DPtQ`Co_CTmVZ3}fwNOwl@ymyL;o-K-l<EpZrKt|uC#62wr$(CZLhR#
zth8<0wr$&a*LUmO+x9uNtF`?D>TPPgM2{Y0&cN(5U2I*mh=lkgkC>hi`14%iC?E>q
z68`c)zk^9#g+WD;5hzrRm3sljLJ5sTkfDMC4ObxU;pK<>6of^NwxX;cZmL)wwlls)
zG<McbT2|J~ZhThS0pvdeLHeE50sWct)se3+`m_;|CI(-C(BT1L)d73=Oie+=UWI`c
zKf8F+(@VvN8=kLe{f#>|sC(o|otA(6;tAP=h<^b<iY&2m`;wv^0VOFl3}G<-fQ&yT
zQ!xH!U_{M_D5xYn7_6~=E;**^7)whfJ<P|{n8xU2&WY-f-_9V}`x6C{uboD+Yxc(*
z%%n?MA_L&)g?wS*HA@<R9ywia@`N<sI-F4i8RI(q9tZ$DX^^AS5jOIT!#oGTz1Zw9
z0wi3*uoz(_&En{E)b#zXLFvtqfhuW0W-rWLdgieaI))z2zs4>_1dv3-Cfz*#stWt+
zN@Mxh{H<qg2iI5Wi)YmHL*<V2awbP0Do10-`m&O)3l-p*SThr+p*vXxpwZ?R|IuEh
z+zmd!Jt#oqcGd&#Z)@Fz!F^~lsL0DpYbU^5D_W{kwvXIEyYZgi953k;*B`1}#b|s1
zL=q@WCL%}0CB;(0latV}sWZl3FYrGHy&M)(V*}J#xxHw2A*U(|r%4dO;pQD7+yUxw
zw8oIZeoK3P=&WR57{1w7$mTA306rlc@~skJqjo$1LPWsCwtSvIJ{MZ>43MMUo#s{X
zHBPaNp5G_$cu?9AwtLb7gi6QH(6PpjBn8wMe|Cbc`+yMRz?}0SnFDC)fvELiu>G0r
zfw%Dig8jwefm48K#eppNLFxr~R{<ae7*+vYgDmX<76UwIL1Y72?SE;5sP)3wLqYqC
z@k9RZlcERQ4zK_ZyoE<85GapBErd%KT!zQe1osdUkY`5*9uf+VgHPapn<Xtprwl63
z7n0|BByz@V2iFOD&jXvqXa4mC=o5^P2DD%RvkK7czgEkI4KCI{u`BG3k_Cp=yRj$P
zipmSy(vP->bqhcpqSv1Y&OZtcJSVCSj&&z27^hAQh(KT!Pgn?4CXx{cTZq*bEgtW1
z2>dHF-yjVgbr|CyR3mE7P}N}BP?CNr%_vP(8ts_X6rL&IEwIRNsjgU^tdh?af)yb%
znr2W{KUQC>Hnk3T)!>o~8+N1@V;|ezw-sHR(Uzqeqy=szs>A<c0A`Q$&b^az8~G*>
zuFvV#(3_we(hu7YcPAEaxQ8qbLKDO)5RM=PpV*pM86Fe-1pF%)p`TeHpj6J8@Hf22
zptd1JUCgRLrvx^sY$CG6Z(=k>Vv6*}0A&eFLLE{b(k_C;F-~JKM|2H-UAb!FTzowe
zxCB1=Byv(@IZ130!8KV9$u@oueh;A{MVM0CMfLKu_H0eLE@2-@A3Cu_rqqYjgR!c_
zig>H!i&QTXxulg;w^TjaTrxcZKgsXn&sHFXKK?$XfIqdW`J#J`{X8KOA{hnAhGB*o
zhT(=m`z%8WB%KKX2`z|nW&CHg^CU$Cn1TyM9`mh@GL4+;ChPP#Vr+#U3yEh#k9enD
zj}Rs#CR#`2N7zT0M-AhOzxwI*Uzrp!ilP#uI-+79n2+0L4rVr3Yb<nsIw_LhC~Yad
zlL?belL3=s%cWK9mXMdS%WcZ#7U?ZXEe$N!EI*cLE23vgX54aSvh|pM4nITBYum#;
zTi-382F`iT6EQO|yD>2^RWMVThgmQ(Y%|6(jxtV|M;gsFp_)K6k2Fu3bm^1RuP2pF
zNg5(K@~f(^N@(VI3%4qGs*Fk-)Xo0LHcTVwB+zQH3AAXpD7gvBNztj(>D4IQ<nt=z
zR^=A<i1ldsjrY#tuj@w&WcHQjN96Yy<QV+fGa@RFub89!qxpwxnBAz^A>xkrK#R0C
zJX<0`B6>_lX?1a1S-*Xz@$WF-u{kMo1xv?BLG7l7My2R-9>)OpsP`X_%r`11o=Ek`
zY}74OJ?blJC7KIrJPisBP<5Ne^V;`;^}!4)9V4HS-<AhP4b#P2$4ymbG&`<6S3X=B
zI<;G<9kLxW&#=#gAEX})U_7Djf0Z&{R-IkRJA!?d5H3#lTBq-#4#3E~$m$j(N_Mg}
zrYWXjrvE@equrt{(x5xeIqbD!JI2!*(?;pJ+vhK;Y$P9OUc67rtVEx<4%!TEt@5mW
zwSG{+Nx{X7MUEtuB%WZ-K<S31)~Lm+)wCqM7~WXkl<;!$hVw@AB6YiVSNPDq8hinL
zxxQ~btlXZwuYAaXu!B@WoI)0Yh=Qns@j@{|AcDGp4D<o^bp+zk&Fc|sFQNhoehRsU
za6_;_>!7?lq0>?`SCU?Ow5quKy1RkU7>WoB4R(mfj?RyYMMk4ap}L8Vi4BP?iOGm~
ziKL21rK(eFG#rXXX-44}^Pu8kp?DFyI+nf6Z%Kt7T<$|2T+=dXr!-uyJ2oAaP0Uos
z>Gf$iP~u|Y;q1Wwgd_Er9Z6R|>b1EYfvhBUgnlHP3{#y%-|4)Xe8z*M2G<AA38xO~
zgd0gzOQ1*`0Lck7?Yh+K-3J_&CB-HEp<pVTE1R+iZhUQA5F{~(sHM_j;vwsz8({uJ
zFVsG6v2?A1RKPzMFHP>GVcL-v^DX@(9z~o<5~KmuU|GLyCT5a5t}uyk{CJpgXgh&3
z_AvJ0%VNsn=3>_E`u+Q}kLB75wkl+~T6?2S)=j6ceebFJBGv}qMttpdLUbb91Z&4O
zVtY{`PocJ3-@M`Gcv!GaP+_l&W?Bo@ddM2Z`fAIxp~`Y2l~8x?$#7ynVqcDAGvQ)K
z!$<9HYw|hxs;lU^=)-N-72Iue>#Y4jJ>5`4cWt(MSEuS|^1k4{r9<tqTh&0zK_AW{
z);PA2v9!KRvc^(uspP!yJODE`<GAbGtK}+tePm;$XUE2G0WcbP2#gmO8N1VO^hMsP
zO2B5wU~{i>VCJIWyuHWFPtQ;IO8hQ<Ml3|EXrw>ZWr=HXg{_n=iM2mEVYu$VVZ`oh
z_esbLsp3qY=}+4$2s;7C-Tufc-c1fP_nJq9Px%?ySMGE3tY(B}{_^H>cyl4Eg_pF~
z&YAy0HqJB-4PWMu_hZy^dPc*znbb`DG)h(`N3NUiz2I=jU1T^~D5sh;Z+qk6e0Fth
z_4Y(SYK`t)n`7BV*T<(yYK2)fhYpudwolj9@2}`(+>V?Sy-Qz<v!)xHt~2|FuatwT
zm~K#?lXsmDy6xw7pQD(cY%Ji&U+>qn-CjSsn>=Se+h22FWpKKDlb-Bf=3hpa2L)u1
za+Epcd{tjduPdfyU5}S}EBZ4HVP>(vTZQO;lHY3N20&-ZW~f9PMbE{m#Ac%2qP9Hi
z9*1rxqEZ(QLV75^n_rUWDsp|@KDx{d#|Ce$<}T9tB)3buIo_9_ZBC3&4;S1lZi-7H
zwkx{%o&&z}Ka3tn;?FMSUgeT=qxsytAwKWjNo`DzcV2=YKK}O<4#$7m*vibr{;z$C
zfI5j&mK*%YqA#8i8pV;jb)wCP@PToNw*`EQSHR*K@d%3vaYrFL-6tKgN~ilw*jrv=
zPDz<l7kdu|*s3jW-O^hORn>UIt%VcLI_-z+&X~j2nH}uT7hG!%*PD}TzxNKV>Wd!?
zF3HqX(w#E#qO_Nfj&XJO7mMXQpKZb|FoqMoUY|T0$wn@?e`HUXtEbIet_;sPuBDj#
zY^KL-tRL^-%iu1q;>-MS`0Sh<H^aiOz9hGh7ffv18<`I%Op;$*o}N|BETVpr1s!tD
zKVFu-wbUYBI_js(xxvC;K6KIf_kGf#pyK3hLb&4mx%P00x6xdcArMWWRC4(RSs-%-
z`Y%;i{XrU!QHi%hMVDZSCpDcwAf~d*A&B+ipIuO10Vd1S@t_*K2pl1&<OC0qAFD9h
z^aG2cfE*zqXa1gNJhA*eROw>FFS*qfI_%e(HH{w-QGxh%h#YhO_r7g%@F>ORT8toV
zn!W`jII5d~PJ*1_9{JZ8<lmblM6jihO#25xtK`~2FZFnSXaW@l$=~XI*X`8SxmR5@
z#i+LE3nM+l+*6#r_h4Nq>!tq&{{J+C$Mkow>0jDZ0d*24Y=h|GMP9r^QqKtc(eF!x
z<I0ue)gSZceF0X1>y@KSMgx0paL8neXs7q-yN3@PJj-*f%+TVyLnYW6!?rn*%yVc3
z5>L%*X~&Z2Rq5CwcOF;YiA7p9PC|y)pAyL@gu@<z<2@iMR=Ly5{(yZyqe6pT{HlB7
zWVw@ay8F%)b&QOYP=OHQY4)=Cvf@e*H*(g(TD+>ajepm=Yx6{8M?hSA68B_e{!mpi
z-{O~`Fj2{wQ4yT}q@r+<asIL?8!u0YuOF=_REC5s+<d9zK;{o`@&`JNaRCFJP1_O*
zND2+C03-LOTqZ&mZ{w=x6$DhSZ<hBTa;SiXtbGWmz=W)2SA{|5XR1a-&I6rV7Xqx;
zo^n8gPLfOhqb4dToOhZmz^XcDh5JGCtSwRlUH==Ui}95%mr|?-x?HF8Vn^!8>g2=$
zucSNJUt*XIIdpQMA?A8!QZ6SH<qfb(x8dKYvT^*URdMG3{yWLPbnUav<VXIC*AVrB
z$RR_J10g{nxdJiWysFCwU@tVPA`JLJ$WQl4cVXG$kOnp`)6JH_DmR`k>_Kh&)Qib^
zjD^b={V<76@x?sJO7Q}{>Bi<zz82qPj?0PZG%GdlHmwyW-mtHuN-{^wTVKLN`{w4B
zQr7yT$V@j41I>WDqgzi-?DL^}_Q}p!*6`9>Wwnkp&qf!^!^&~i=5We39^sQg*H**%
z4%R<(l^%?^`VjvgbbZ(SUvz!zF1X^;ooaC*>6|gjR`G}ld=ZKJh1^N!Wf2hg@{#Qv
z3baH_qmZX5{zC4Khj|7JX-?}S93Z;fBGC7dU1g)7Um@1DneXpuAso=nDk>OIKDGJB
zzqu2e9ZG=624$2|p2ZL~sH#$OS>MA#EV(l9Tvbvv!19=1Re*>D(ir8kGc`daPMis>
z9<sa{MS}yiky?eMg1?GRBj||6hN}M8L`O@vF-%I!Y~9~SU{$qHj8RH~=BM;W!6-aH
zqnVlT*7%>I*%5({h}(GlYQkv~Xg^Otuc{~dw;Fr;tE;LH=!<9Y%yLX^^gjV-Aonr;
z4R8O`_5fza|CSa0AAT^H)<+r-ub4!hfM!wA{sl0}O<jlyKMeKbGn4(l{9xN_pu;_j
z??&(WuOEDVFuH(g>F`B4)cuXxoK9j~Fh<Q3+Su(+1M`2Q_O!<I?VhW~RVUuZ*pkb!
z_IFVHf4M=-^FMAdmtw%()}c2O`gmyn*9}~o9b9;=Fwv?`T3cMd*K?+hEFOLF{t4PS
z|8LN4;9xa0eCSqW6X}?=F_YrTp|0q%J6~BLZD9CTgWU7kU-fH5%`8UUR_h)+FW~R{
z&>?{#ckj6>B7sy6a*hPbDCa_!S85UrSX=z`4}3XNT@pi{m0d6JFFq!MoJ=WqC3n{=
zBq4%i<}0@(&ns&a3oy;benkzeVpXh%WR@JGl>f&U*d_0PH9)OSy8<c$Ejc49365yo
z$`e#(wZ+FM&6h_Yj8V)z=`@5O)h$l=+50dhAkY+hCH08lW!-0N$@f42@n#e31IwEY
zn?TC5rTQT<-c+^2dU`sqe_!98WMBNn+(inFXG?gi)}V3br~hxP#=ir5lwYa+H<<sY
zDdqn$S_-HWKVdoWPptliq*)NTT@6qC6_sBI(s>&67ji93Faa8<HI3IBFENR~JGFnz
zbyS?_S)FfncDBkpuIScnrRRn8u0<!vRQW-Ji$n^Q(UW&WYf0!b8AV2>Nrp$M4qth_
zbdn_BEaQ}cLIoL<>nFaKU7vmJb)~A_2<bI5+D(s#J{y%}xg^H5!=}`Q-bR25rq)W6
zfbEG%bahX}%uqvr^lZFNO`+I8q8&@<ayAD=c=^3^Iil;aUJ}YmOm$E4v4#qya9ec(
z<4islzs4d>iodyB0;)WJ<AkuAygxJAmJpyb)jK#SId2$l9>98Jvpj&w94us5M4BZz
z{yMq@4D#-wU{XFn7sFLPK)YCb-vKCj1Vi9X%Q*Al%C*vRDm?w}Ym>t>qteCe_lNJJ
zBmW^-5KK<Zzd_+YO_wwN_kQcYC`|o>Lhy}e1W$3O{+h!A@;@kepTfC(05mtU25O?#
zJKk=%6&6xF(udlK8JVuE)p^)fLL_y4Xf$D))2n*v9yh2-^TZBEbmH46w<>0ol{pa#
zwd$nyDj9{QmrKH%;Du55)iip{JI%N`JRh@o8HufX<7_Zn%uM?{46?={yU1jKd0!Vf
z)ocwW6`eNE-O8x9h<|mxYU3bb62$9KmT5ffa}ISk5JgIkw{vD&_No3fz^3x^Y3reS
z=!i&Y@GcinLgIr^6J7hqC2^tDfe7|;@AJSX)Qex^g7+oQ`2YyozaYTzgWJYOe5r=v
z9MITxR5ZM(bK!975ZhW(?|g@6>TFV<fms}c{F~j4f&M>D=`%7i|M%CCxGvj4eE49m
z9K#7IhyLayWpIl2Q)09?g)DA>-%TONbmq}eJwE>IXcR-JlapWr<5EA1iE{Wm?5luC
z(mB`%n5@m<MAJFK8vzfjI3?w4L&5}1+?Q7UMI{veia`9`X2vp|17~v~2saVW<FIQB
z&?Pey^2r8~cTi}BAknj!*s^c!W=MLIf%sIO*E-KW>oe)^Qr?#c1Z?BNA4+4tLamrl
z*Jh&xS)x@}Dp19*b6o%qoQXSBD>%0Xe5QUlL22|lRqC;vY?WT*BU6BKZkx-|4Lxe7
z*&K20@&0!&WT5}oN`jz;vy;4uqmqG*y|oEG``@&(osEHoExy*@0tv(aS*g{<*2vky
z&Q{sO-sJCtbczPHW+wl&=AU){wN}Z(^Pj5>On;^6|H{k%S2CL6uXyUez7J0Ihr;yJ
zBa6(nopq(k3&I!;xt>#}Vo=`=@^Loe`Lg~|v1Kgiv5@weL)YSCcoDEU&*pS=5&IA|
zv5_p&E*9=l%<#--Ze};S4)0$KCUg{^<wg8{;*Z-#T66<3=@Ib_O4U7BQgc5e(e(*P
z%{ds_g1(}V^$b+PJ17)me<G0e^hcWcFn<|c>NuRoxo_2b3usUJcXs>Ny21ao+kbAi
ze=T7AU%UP1cKZ*%uNm+e894q1wf~=AjQ?Yj6!0j^LtksC>DKIesatB<axBGIBf(}Z
z!N#KnX~#V>l|8d+P*&W~jEErM5(Fqfeq2##H5DkNFiDVLmVCUJ*g7OB1&9VtF^`(2
z(PAP6u~{)e{e60qhy!-^#>H#r;~>%Jv4hF&dNbY0bej5Q{bI#dU2xGDYER;=z$sJ>
z=}xH;x7L2{?ScornGJ!k!}ILCVP?qw+dwdh!>p#$p5k|8BsfKOoAubOA#|crZ-xnc
zfPp3`wYKZ^I}|;(H_U5Sas{f%G+N#5qf;o|=w@ywgu#r*zzJ>NV_jr`NW}{6SXK#e
zu=<X{iR)CmO{m?wltKi=SW4fAJ7W?=?I=D5vEsZ4`zu2nI9JIVmJO-$XMm;1AGXar
zKf{3TGpBv|Ff`ov-Tjlbz8X6$4d?r(IZKslL(W1~LD<&-@1vKfZrL!)kFgaw?XvNZ
z1~cD42$G+^Lhf#qY3BRH-4D#}tWD5<1PDBWNP*=bY{2+i6K{wzBHM1}0eHQHQYSQC
zz`hUuXaCzXGJ<)uOLlzRR&Ja`)H|8N7&~HyZa{UoO5kN6EB~clN`2&0U{ruEez@>>
zcsl-Y)ml4WpqwCiqCu2<ltR2<q}X!C{26~l!{eYrm_u@KxFT3V%qR`GPu5Wyd@+7r
zU<Lj;DEtx1R-zCqp15`36)${0xWz4CHTSTn561Z16In+;sl!kJJ>q*QKtB=hm{;f-
zpNM=pcs!yQB3{8yP$gU;@3440{B5z$P<OODv%y?=KVfW{L#ljuzuws!gd5^}Y4|r+
z!WqC<9YQ*wSDJmA!OSo=`mqc2cbI*a!HO_7_#RPgfzBv*h&#P7G=v_(PeiCYpnZ=)
zr!c);o7|x!KCw^eJLvtAuz|1=1UUlVKzGDDkmEP@eTFD+WCw5ucn5%Z;Y+bgp-YiV
zflE<h_zuKs$yt5uI;On{!PAj2F?cv4SA1N_R!aP_pfJ2W7dZTDu}^phynV1Rue<vj
zqGqCIf@^`z=vQ1*AGCeh&QI7uH-r`<TcOQ}m94;53<sor(LtE73xpMeWv#n=D})t%
zQTQDJ?PxUZkXA$o(EW|D34|R<_6mNwRDx!FS`qEQ)u>i<2LwZ;eZfJ{u;{P{1T6Rq
zgbR2p1S|LogbKvACHb%i_!B}^LRI`}0ctU7p{!{22=zeqDD`0VFmzF90#y8CqGN(-
z!AX%x0ccX}Ci!~6LF++kVd%NoQ=v)WNq%WDX(4HmN5W!!Px!4cT46Fn#sc8E7;~XU
zLQVKYc%T9d1_TDcxnOf)X8d!cXU|eSoB~vZpi)s~f`TwfVbB6?5ILl0`a{INQThUC
zg$Qs0N%)~KLSc9W{#T@C(a}oyJ*ic7F*@;8OaR@eNBqq&Z(-d25PL#L1lV9410i(;
z)XpG`o4BBO(qIGw{!;|bVAOnpQUuCi#0O>kLv#uuaRfw=*j;#J0pVF@!Vq+kEWs?{
zEPn6sSFC-gyXMCl!|2l!^f!!sr9rZ=ScDM-Jc92)_TR7YcYymogI-~72!6vKUlayU
zZHbSuVSgZ~9<krS25*p-Il;Sv+_?;FLS}Cemsxx55bOxHrPVhG?xTa7fNweX*}_)n
zFVqlf^i6w)Cu8t+MLUDjztD7F2=~>(^ayqNxntd7Yd%0tzo_?5)L(N6a{4~Lm<?<K
z5^#p0a)z;ZLW;g2OrMGOAqEe^M&M%!VF_Rjm%->Sh)uij8n#1MBUgji)}zJoUH5Db
z!m`8gjFw~ZaYZlrxr5#54FGH8{E}*=fw=u!`3%lNX5o-h%KSeNQ!M=Ph^d(XUr4Ee
zc0baLxk%T3OI-I6yB)OM7>sw&JChZ60^jL$?*6TXKukD~KB#tnq7F`lW!8$b8IEJo
zA3cR#Af{m0Z>dUq(ClLliuZE^oOCDB!vR&xrp*9pC)3XWYp2t@0auHsod9)5pU{pZ
z?er6;LU0kBIrwyZ5b2bB*i0$EDB<$~dLSM`JW;y=8Ka3~8<UO33g7~Ipc{jY3gN>A
zeu5tY#(fC*f;-}k!tq~&zVVK_#@XP%l%}-ZfV2T0cHp-JZT@nk`Wrpif;K@MiAG_@
zO|CBls)5%a9cf01N!%j11WXaw+z?x%TF;8YvF+0z6N1BCdY{5vAc(A*{)+(cCj`?X
zmBN+$SwZH4%%srN4ZnnW3Sbo?O9hmP%Hb7+O@NTI3Q@uwgCPur(cwLVVe@7D6%v&H
z1~z4I62X8tvc}0pMg!VgI{XoSUXV9{L!Y>p-mD(rH=0o`e7nF-z<bV7yI$&=fKJGJ
z_E97J*g$L`4sb`dw0$ppiFQzyE(!zV>;pmN>Hm+NRbi-$1H{4p=AzQV(!G>g@TS7B
z1AsXvZNa<UHx4;LLpWlvLATs}_1eLwLKQQE2~+=P1|s8ks=LGWM~{jf5@>^y5u)w!
zuhwO-2CK9}m2*KlLLL&2Ld4PK!+gRVLdEq2dc)phjF#vx$?^04dSe>R<^KkEL_UPW
z?*a1wtNZ{OeZZdy_yjuCh|3N7gg(TG%MHZ-<$*~IQIAL64QEU@iW|3u@5XT9^r!S-
zDl8IV0!cIta?T{IL4igJK?*(+Arc-6VIYiP5NObQkb6)gtSyWqOkfbekkt^C@b{^h
zFuZ}X3q}Dlf?yJU1cFEyKB52Z9~(#n-e6<`fm?7`fjTk7JzaW5Ok&V`TJmR<IK96+
zmIuZmN!$;R2g0Emeh-KU9za{*OGnRC=vL}N?T1#jmSO7EDq=^Ylhb7aPNvcMRCJ~n
z>%;k!Y_CYBo3*b|!{z?8OkJd_b%X?KI-5f|6c^ht?P?uE@wPb2iJNWMlO22eUIR?0
zhtSXOA*^M)R+9mQu(+KTgPGq0Sg*$K5`B&N)pbS_zp+^DP1$GSVU%YIy08}8W1h0D
zj4oU&qa~JAtBx@Fw4`=)rP}VBoZr{;o3IPlyP9iDgNmwkt){N%D{1toDvws2t0Stm
z>nK@mmdaI9tJj;)!&T;`)O30xHXy{ZY9-6A*lQj(S8t|^4i#u+pz-A#&p>K4UBaaL
zwnxOYCB+v|^8B6n5he!AMpCZWxtf_f*_(|=_E!sT`&aGV$(!-H=~(?nI#)IJIO^KC
zjt74Y0N1U>`Kq?^p>E9KT|mu*O>Hs|vC?p}u%hgH4e-=aaCsVT?M<t%#7wU~%5rjS
zB3PYRZPEwEdB5sp_mKR!cMJ0*wQ$C2Wxu#?-*NjkU9?7aEJ{4Jr5@|%PF(Co4$y^e
zICL3h8kGo@qrtgPSuUU=wXC-ejV5D(9z+heL?aq*+8#cxT(q3IoxfSUgTBW;T67tg
z<XkWE<bNc`<Q8k?X%!tjaiSi>1k!5H<*&3i^&f_%*hQFUHZ3%MK50^#4<zFRHq)=p
zRi+nf<n6Usl;%MoyLlH%R<H|zlJP1QCu?g;K*;eRyIw#8=mIvc3DI1`els)&fN^;x
zZS%hi@kn@hn#yT2_}FIY;=H`n*%=IHwO*dHhfk$*)ke-={Bl#MZsN1OPG<lcP_y2W
zyw~*H_wWIR@cnr1OzF#cMRlbH-*?EsK@w*~&*-roXm_~~x)8htW%R=ttlR<UAtd)6
zxcl{LC<c-c{5>67<ewO)Dcxv05C{_oM*Q16<>ME-K48k>jq%+NYew>w-<8nM%Jt{Z
zS2P5(@p5_HnAu_<CUE0|%QNW1(3kBSPjI0vZp)JoMq8A3>?OX}n7}>KJ=8tpTT;3H
z%opT6$Q!UnuD779U{A6Vl*`<{!^&4?XxT*32_nr8aXbPR!5Pxoiy~a{4)9AJ7Mc@N
zuysQ3Sz057&t-)}S*Ft1BAtn)A$$#s{fvO^$XVSZL^Vb=bD@=bT1Ny<q#Gw~4_Oma
z(^V8?C8^ceFGs+(IBP<*_^CrgM~b#AZHa0^wZt2LTH25UtI;N7s<s$yIa_?Tgv`;Y
zLsUnqw&+dSZmDa0w}cM<Shqy4(dJ1G)NU|eTcnwKrk8||v7kePUAR%7!_Y&(dm?Z?
zkafSbPxO8IUjwoHldktZVO@Chb;@vwVxzLJ;fXrL0<MWX`b^MfLK64HYhurd#2f(2
z+`_mdvGF5)F>-+>xrhhq(yX5^N`~(xV+Qw1_t0+`ZyX+|n!`?q9``_RByT8hYSW+2
z)MzOKk%v8_QnSl3ae9erqZNm2hcNeA_gwd^Z#<3da6PWyEaG>Zg&tIi=Q!d|V)wX(
z+`l*sc+-w$Mh|fAtJ4M$Mn7yElPE_|l8DG8Fk{l5Y>{Z3L(RoZySVynU&1|2pI0Fa
zObHe_8>Wcz9>jXPCmAnar=wVWp)K43bQ>~EHNV?!ebehu&Oa2y2b}vJ!`HnLn4?&Y
z-ne;-?@okyNQ5JKSxh4rRP{NH-@THJn;wqYalYd}B^IF<uB{5Lx3NojijV%}37CSW
zjHI`J@n}ab8>}#9Gi96B7@X*a-g@og@Pf!N`QmHt1K*$29q^e=;}Q80;Kk1j-5eYm
z-IC=d%;0~jg>k^<$L@YiuGS2D3v}cA5$Po$>GvraJ8PSNGH@|TD(V}h>C4C56T7^h
zI#Y8Aktj==>@FZHOQ<LdH7Scd(d)$f9YuLwM%`JN$?CbhXDLpO2s@Qxd=^EoThO`$
z?o9r9Ta@W)^v~fvLFYOMVB*yj|4P58+)s|Fv)ZDMt~YTsu!ywa*aF`nz$`{!ug+6x
z%vhfH45J9LCke*d)ovR_Wz41~rW%7d>)3pdr)6?a)-ikS_9Mji2~!_^e%zU-Df1G;
zJ9?S(edjh;5S!PZdnn~^mO4p9nO{2VnGbv%nIAiYBO#l|n~!)j6CScVNe!Iw6k`n0
zrgo-I<GZPBbNU5l_~pZ7CY{UL<R&TSrgm}|^W40gA|d!N2q6;<^W@URvJ`KxVWH5g
zcS>cyF(n$LTcJvU;+U@7@066({K5H~`>t1B8}Zh~HKnfB4xRA#hzRr$5B!pYX+~?P
z4jXjIv^WL-c#)n2g}$T#H3^G*hPaYOS;^K(c+c$d1MyiF2C#i+(-hljI37~0*N~9}
zKeRc)?o&TXj_XG~t6UbW$NB-z2_2RNo+TAkQO9Drs@?^niU!46k>Wr;X3V}w_fm)X
zoG>M>y~q_z2YbP6{l>6|-^cC#>mvs6m5pqTn|u^em7%VKhLtw$@sS2@C}W}(cZXyy
zb{ne&K2)e+#!&arfEmo-n?b92upJ&o8>KDuP^6E|-M)<2RbDU2ouZzW7x!UM;L{{_
z2Vk_+*RNc&Lnok+7n~1xNgi5Lb|j()EMBrp;)?yWjD2TzFX=pMdBM`$m5Fgj8AW_3
z0{9(9BY*+i`q^}RL1Jd~li#c9WDRE246de9&y%Z1LcFuq9W_4W4_@DlUfvUeavBus
zs-I6IB);r7;ST}%A(1Hzuyh!AO#(0isfB*{w2gfM^jQj~AJzBZg?PAulGJ9FX$<hO
zuc{+c-KdMK!u+J)&qqGM`y}WaxNI%MW3vU5DtF>s+E6luKEW8jQR0q{G8ydsg%|8@
z%J13T#3WEKjE};!wED;cp5p_Cqz<kLP7KX+rFej4?X=NBo?za8r9d-My+PmYx9qvz
z0s=><32b#IaAu;H<D`C|<N!{O!7*A11eXAJd(+6+_rs?e#A!4ZjWO|O6K6tSCrI?g
zOpk&Ab@ntN(f;Z$s>+t7W466}@S{jTq5>ESqZ%G34iFTVONF?3aEtt1rV$Xqb0xJt
zjB*<#O@NO|pSZ!6nrPHMN)8;6r+<8D>_Sd;w7Uvig5m&sP9e%bwa(+fxW%-qwU6~E
zfQ48LM}I)C6Zw2~_E2Y1Zhj?Ab;d^&d~$KCo#pQJ4ptASeh53rC0L-7t}%3L%)pI$
z`8j@8eQ7Zh*1xjA)^B?~VJyx)8`R5Q&%biZ;!;d`T8Xnu?t?SH8{4<Qz?da%r@>w?
z1uv@F0!L%zZ%e;_p~<~}fn^S)74hZU;DprC6#h7y^PN(!c*{f6;r)1y(E;M=vXd16
zOrQF!y~P)|s~^t0$k<u|KMjL@3r`qUhaG7WPaPf#sxHe!kO#lO1qU8%jW8oQ2+q(+
zE)k9%8jc^6AR+;K0KMjnJt#ph3xDuy5141N8(JE`w{@!_E&XJ_&xA-QsL~06Dh<)s
zBI}(rf&C;C91Dt3M*B!>9#QQ>Q{9^>(r(xtBQo_vbAM4%fJ5R|f=Gz>R%!O|S6Cvf
z;01l{^2{60m~*>d??>RnY93nqpa#Cvul;fOC}2fDw!+LwWAFm9krrx9(<6L_)ALF*
zR~pRV?zk!V1m~gTxFE(v;KEb*8iOeWT1}AVzb>+37r^g5q3=yUXv<lfl{|XDFep({
z12`GuAqjjb8sCSISd+kFEsm-7R%0kHxF)^>Fw9N>&ITMhVM)BgKZf?UyI4Q~r_L{k
z`XrzvrdMw08uYhM7?C7^q@Xk_Juz4%@};7wyp<6eqo0mTHIzW;H5o2YQT=FWRwW(8
z-cCpxh6FN7$>bPl7B=hL&?I1|BJY;^OirDZDZ#k-2FO0Ta(2J!(4MpU$qgpxVdP>7
z{-9z)7utj3lRDza0o~}R@)&cL>*hwT81GhRl$-xqN%h<)2-qrZ&;tOI6$AUtQrO$J
zv{LzQNxcf4hp}MR_W`t&F2pq|4l4c>JpS|7a)*pD<`4ZErAr*GMuc^8WAB|QqmCoS
z8YSAUOs(9Qv2UESq^EeSuxxuk>MY%^O|6=UZhwD*F855AC~W{+Uwf+={tm7q!4Gxa
zeGk5Bb%yncTv5*<Eddq(@4f9W{3rYte`x<fen^4e{O<z5^y$Ct+)?0`=cq49eBFC!
z!H$D|6@-u)1ZDG}WVr}(5_RUDl7QY$r^k$jXCL-=n5ga(c`AadWrB-g+q?L;hNU0I
zd+!@y44mMu3+?PL-z|Oa5MLB&o*C7z-J`x$L^O><j0aI>pK~rno@<=vTBTTg7s{L$
zpXV&8UED17*vVtPL%U(jFrCT3op_IUmzd0+H=zo7h+E?P{JMm^m5=b8mnu&977I_=
zh6%CBo4K;EQc4=b3&j`Xe&ir0DsqG3K$N|3X8kBPS-EG5(wVxqYV)1ve&1-x38+Dn
zeu_skKddsU!Dfo$HL8ro=5nm;48-gbRhZ<IrA;041~sVWL@x~&r6O}&QUTNph(S6i
zx3na?pBwj%2~9$0iZ?PC?{Toi+~L(6)j74ftcaVB+c}<AAa{4`UdDSm_44##5ouEl
z7aW#Cx!0G8q-(D0*iEJMnoUM)tnl}s-91%O+zOW~Y)@<;u_41d+OEP&Qz!3`uQ)E0
z9NH3jOX-JP3C69`rCQ>!X`^lHFI7r*hK=2hzi25_X7#I{n7O}?WepUyK0`_<DKf1!
z^zR&cHZY>Mqmb_D5UVOt@*aEa5X9xWw`%0=NKr4F#+0w{2BjptQ}{!-D>siwpeK(6
z!*YiyLtis{GNERXkAl2<RNR?foW?AAIW;v!s^yc-U<oqRpMam?Rhhs^_;9kOR~lv8
zeST|T$;a)7i<_d>OH1=OaA&eQ5pip`S<y*|jQOZlW!`{)lYHT>Cx9=nBsC|`+7|mF
z>1tuT+#X@>(=E!#mCU77FjWB?QZdO0)1_;AD-*@)3KCska_ZY|X<!g8GEN1fNr|y^
zR7%3A6)xvkH&<}%(Zq6s;SQXfU~vXVj9CV!dFUoz1Azv?GyMh48JP_$^tY(qh%G*!
zFD#o2l7jY8F>zH{eI(INPe5)KaPBB3Bo@QcKnFQ>Ywr>AFz0voejg#wqY*mQJg%$+
zOrvNz)+oR1N^|UOUbL!6f~i|v&pNX;>pDc$B7@g@QblEnI<lTci9x4umh^7Fk`S{E
zWmFWuhW6x2eHCG@f*EpHJ8(k32HCZo&i8t`ji-2jz){@kzi<fIdN1Y3(j8ahG4M69
z%v)Q(u63xeDm1xbEt9*8CNKk&@KyRp=RS+rEmD6euxB(8?aZQPvwCix!Z8RF7H)ox
zn9Ro;5Bubh-FWPAqk{kxKBFQ=HlE~clSi-*I&}5WF*ZbSc2m$FK3W(S>mpVq@EPR5
zk5+4z+ywFwvun0PM8`9Fjn}TSJiOk#G*7cc8fLyqGFy`pw`QT0Dk#9byLoZ~ra^tI
z>utzY=A1XVi=3~ATrGQC4Qr7R!&}0Z2BsW`B(I|S@gt$5Fr+a3^OsB0#?kyn;-(A)
z;v(MuwLi;mo-bOZFdXE1EvoxhTNomkYYOtxSZQuyqDen9%pAx^67q|WNyAJgva`To
zc!Z73y13PSbvKbGfeEf(fU`RRKXo0(O%S$E&Q6tOEP`@X)q$oI=je-67$=G(d5A@-
zWj5&ThWg)bYOKsTP8V788s9TArWB1z?JK*Z3L2y^*<GFQ)iZb*Ovpd?G2ihG8(EkV
zUb^8zD(Z^t76-smsywaDeb&WACM?zdGF8p(Q-A)vnY7V1Sl;%@-E6Y9TXj!i*^AV5
zjW6?i*$~zgz<@M0cW$DFm-f4Q*(PXpmedOVQRwUQRa9ph$XD2an`2B<3|<&{LHFKF
ziZFg}-8B$n1^!sxZ-HUPN@<Jys~=;8o7g7Z+yU2JUtgat8iQTIEDCcuq0UEu7>)Ty
zKf3E@E;BE*mtf-b&!oifHvFgTx#Bf`(?1Hw9BcU^&7#?A*L2iw7OjhJ#H4N>0s?It
zgC({Hi*E>FGfFE-JlM7rFXp8>f>4du`<y?tX0!P;${5Q3z;!Q+yM(FInbhRAGR7A*
zq=#BH_i-*I8-3qcm@i)wQ~@5PvCBftt==aRF-C&Xqd?9zxCPCWz<o^?n1KFenD~2+
zqEU-<q1J(#DQ|8Tw~tXM@d@4#*sL9ND3J5zOKHUf>oWa4z?3pxRRHT5Bb_bz)@H}k
zdP35sd-Z??MWm5%v&GlQ&*EI&L(J~({2|kbh4wqb$*-}RqRG7Sctw=ZabplPmDU=I
zT%n{Ll5{X{dtpKKY)X;OeL~bxW*Drrv$%lxMLDpQ63|OpH@TTwYonf+M@oL<{WC#R
z0jEiVla9cgiRW_^YHFlcU^#LC()rr6^yk{|+fhD{`QSb<ode;b62p&tCRMRG(qSO-
z(X>sp<hHu?wSN8fXu;0!q&es8rPJ*sx~Ib^qe_`Phn<<iT%~B))3XH{#?PvKg~?=s
z{y-$8$koH(!oFc>%j;%L?3%aD>3i|!=Si&L=5={|KZ7%M8SzM0%kgJeB0JNU-fTz+
zjoD4t+poCjQBbOkz~+#4aTQl+RlSlEM9D<ZvaJJgXlj@k%q}bxMxzNMVX;RG-WsVM
z0V$!;J$E<TU_#bZ-y8u8c0uO|Aq^W-!KdT9NP76G9Ut#Fe=Cb4Sl#B08%yi(t#it>
zX}+AF9)7gBT35tZ$V9><N3?!hQJElVa+0-?kuDq6#zA(Ao9hzgnC(bpBEoTcsX{T9
zxiRgJ$%&rEirxvO{Dlf)_<Cvnb_B)Trt-A<M@JVk`Q8#s1KYE#<{Te`n40nqiY%D-
zr=dYFadMHZvub1A9aj=B0o%Z39mNJ5sEKe9fy~hnrg=<PV7Y`*gVh&rZZZDY7G)Yp
zN3pBv*ra1_#?Sa+Z5sw@@H0`{EIdy9yQfmumc1}HYafGEM&S32?ig~~ol0lyj3-Un
zb{z$**+lrUv8hKoQ5yJoQBR_Vq-Md>l?drsP3wT7Qf*T+AW;3{h2*pXUi4zS@+aPD
zC}LGdab@RrRigLsSAbeuIbjiss_vTQ%z{+WJ2#h}%ejYEjsSNGH63-cq(>9UNm8mG
z%}8~!WTWdt8R54~kPKC_rjYM(7ir1P!Az)%b`m&qm<?loqY6n|o0mAfIA(%&hd%v1
z>w8)BdO`-JXL*Eb9h+W~HKDQ!N{(_up=;lpE8r0unl;UCaNrrJ5NKz2uTHN8F(_yP
zcN#hbC(I<#!{x8_OgF;KsrCB2;NIXrfyHWqm+_|NgS!CgLccNIIz6C{>r}BJrnH=_
zw=vCELNADRkrW<&IzkXWz?^6T_+6gZ(U7X9-BTvL`3X63INmX>8taQw_;#=<DX3VN
zZL?WC4leH@(5~0mH_)?`w>!-x7xP%lO(@kyK2@S8>~JW*49)v1F-H!M&--e%%;F|s
z+Q*`4zN?e7l~$gRmy?)N({w;-b!>Z&X(u0!PLM~cxi4Il3>LM>7JGAN73R}@b6@Uj
z;?65`1J-<R9c;VUH$u_;hL@Q_B+g|Iouy#sWfcKcRR)Zk3zQ#ciX_$n8@{(EEBTmN
zulOd1Nm;LcS{McS64QSoX)%j`3}@8<#NLb&{Yt}>ZS78TaCp5o#@CmjuC>$`H#BWj
zBt07X&`ZxNwOgs#*0HM2%b?7YG24i9E*dUuwzY$5J!amia<>^3%w}57uXx3TK$2WP
zWU^0OKDGc`#x?ra{oopZPWGz&0V<<xryKp68ouF2wzb3Ttw2>`T7-1)oF$z}G~l3V
zx~1gTJ1T^ER0Pap^DdHQ4Wy*3N9Z*IIS^Y7t?S4A7@!srru~Oonj|Zx(r}jDZ@UkM
z8#KQ?lDpV<ln&)vc6^uTtAa%4LfB|d*A@qhMSRmxvr9FUl^8gT8BkhOj#P!MxKCYG
zJf8}#(-*2YyUY&`)LdoF3+ZnVPCm=$%A2Pn(xu8Trq3!C(H8r2?HvoT8k^xdMZ=U8
zc$uD04&9{^wXF!1NhBD%Jl^KB6sI-b8-v@Ruqpw<2J!cbrBk6LTCWmXgA>KI5oRg0
zi0L75#gRBLPn&;|PoX)dM=z3G)#=Hv;`rZ+cE_2AW)bWWMi{pZw=>=z1V@f%jEr`)
z(nSLDKK(qcY7s+HE^t;%4g9fp>N%upMH>^ccGR@l-(wmawhL2+bdEfWMEjf&Lz)ey
z-&3MH=*+X+zk^OHx0@S3nS8GU@5d0p#N>jdE>2`9N9&G8WpqQAY?dxAS&bHogEHB8
z9Yn+?eqTNCoM@}F=hFdoeIu&(bQ9~yP>w-1jsX_@ZGoqhnv}3Lck>N5`YbF^lZQ0f
z3c-n?ShXK2wi=%#$O|I-&ObcRDphdyXMAgg5HdYC8LXS>?<sUpL4K#w&dBP2=YQ+B
zj9w*wVAharFSoir-VOvx)+I^qN5jcp)X83%<7{WbB6>2}FrgGPx7Bo=B3#B*E0mk9
znlG!RJ0+=7e<9N!xPwSb(rP7GC3Iehe1?P-LR)@H)^_*+a-Gu$d}~rNTc%J7!9LE^
zKLQJCO|~6RVVlSb|Ee2?sQWIiOL)l46YI;sIG5)w%CEMPH1Zi14DA(EF=p2qha}en
zoa<$?R&w}oO-<G?7;4s=g&5S#OF?yM<BT#QMI;;DZzKlt3P=`PlNSDxDH~oQ5bx>3
zPtPX3ZFQ8aQvHtOtf?<$KW7<JsxhTXCQ%`u+>Y?)J6}G1DobRpRPa*qEK=@w&C-=X
z@!4W7;Vq72CY=km^bwFfZ&FU@h>ez-6+9y??Fp$3C8+HnJ8eRR42sbdX$meU0nt3y
z6)-vF7n&2NMVH7zm~^_H9*(KdeoDjpY*!ezc4(h69`Ee|>8?o7jxbqONpJ#R%%yWh
zO@PZje6>aYH8kB{OhXTRgR(fQA&DKLW3)A-JmbxCc~rZEnVE*|-_rdZ4mDE=qLt*W
zG*kEK#v_)jb@`mMs=Vd)_{GK(+QV*D+E5~A$LVE^{w`zo&Jzye91mR4s<MV^am?Dg
znhLi=xj#y+f+LYZMgFwK>oEF2Qbt7}F5*W$y)jrPyV%F)4!EehSz(yDoE|T&T@-^g
zMx0PAGZx7@ys{#*+W1odwSRH0_$Ot&`?&oZv!toO&(OzDhStaK>W`XRi*^FH-<6S?
zi(EUghsH#C`rf`p1u5`EL`k(Fk@vakw@0ZFL^?fdf5#F5Ykz7SIaV3<H|<k!oR%TD
znb>PBd;f{+O88P0l9;<tjq~~r-rmm;_3%Ysm{mw6uk{-6#7d}pbR^8N$9aEq^K?N7
zQA1=o>JIavoz(@U3ReVotyjtWI(@Du;|2R!Y$uAXj%(@42bR#lT1vbp4byT>S~|wX
z5bp#I(3i-VNBTG7tPmXvGqGBYV+A3l?nK2ZJ*>~K=i7IXWcYK~Q<@ywNOmHi+#yd$
zXG2VmtTT$*lb0Q0yb^TQuD9O;Lxi+{j5i6;`BWeqh<1!AD1!1ym<o-#e%l%1P>(+F
zxUQ}ozUK7XS4&pMVL@d|ip3gN__SM9mS-W)J~$Rh8ujT+zqHEbUF#gqsJ{RkBcg3<
zscWd0Igqxo0&=$yOAm-y^#zoDTUVl_9h5#TI(k>tEt@Z~&5<^b9RF4OlMy51C>q*Q
z1=ix|8-NNLe3xiO3UC#i$}2O<_ZWVE7dP(fjN4n~el__9-6uj|Rfov=S<B2;Z71G%
zy|qwOPl51riPRnTQS7;F?;dZ<K2nVq&Q~ZG609uF<1~MkJI$Ws>eJ)+DgREe5VVL9
z?0;~K7Q`sMp`a^$L<d4DnMz}2;D0Eo%*9;XxJ;>^=gt+m9-Ub_LOnVT<*p7?G>~nm
zHIxh=HlDknvCVAgrEXcJY1htO)7f|MkO~n%SF%2XYr7!s5C?8UuxZ>eUt~o^($hdB
z<!feQ&D-qo$@W;crdz2WimhrOlprGm;qYWiQ?1V?#|)2A#jR%U$5eK<GQr>j&s6`h
z$IX**?+^GGFxnWdm7bg=r*5SpG2)`G<sDSN=4=`RtN6-!;Dk~=>}{^ob&27GJCT;F
zJGPwm;M_ESW{+}A*CgFi#vBW<5Y=A?Wjbq!U+*N$JU5%2GSJ%r0BbJjTo<?0RZG>T
zNY#QAP(!O<g8hMx@|j@r(ZCrjipkW%KXn>!540@%Qz7r{Rm*zG<76<<UVnN%6w-Q)
zCmzko?gYxjYK%36!E{+>rUGPzCRVorbzSihlWt~n{S=`>H?xrTNw0%lJymTmEb7Xd
zK=U!JXiH64bP7)vwHal-^IKEPK(`aiQb)4bunOrH-KWM%%Zqv^V-4NdR1n$kz?Ra9
zis>swGjG%lfbpgVl#l=)0ixBPWRUb}LcEPMUY?{iN9(3^9b8|wqoRaGGex7?rs8%M
z{iI^vAdb{^l|4Gs5966JW4@E7YVlsYF_pWGLe4)bZs%;Gk)ni4>d@Y^mvduzl!#^X
zr5HK~_Vz1QQS?uWXBu7l#v8y-l*Ey>x*w&AWkhYe>6*{T$K{TD9+R8`bf=D6I<P9T
zspVpf(T}wZ&^i8rBn?{HhA{a>J-ymd$5;!3CSBauu8YSYKmwShm@T=WRxTAw)F-rh
zWm(%=%C;wmSWT!F=b%+M&GwW!oNrQ}iS=3Y>+)Sn@tl{n<1ns7Fk{%9-Qy=M<nGY}
ztnEQq(=3$8sy)ENmse+UX9B(@>~s#-gtfjB*J?)}`u9aQ#8Y(40|&R{8-zdS*oM}{
znHCC<dDDO8lC=+(%;VZ?etTF+=;Z6_sjDGck~5=2Vu^A|oofjDNJtPF5lvz&=oQ<h
z*q`aTpYZpjj;iDa;bs~@074?E`L@#Es%nyG$2=*w(2$J`-!vQ-#;E<4q@<Es6R#(1
ziguE)^M65r%)xJa1evUbew1=&2sl~3X>MIoi#rC7j_L-2dm~W7;O=Hxt2AA7r=Mi1
ziT8+_S$j8|%AsgTL1~M~^6WPCbg6DI)nqBDL-T?haMk6!b+&wcVpELFVOWKR4A-X7
zd%mx*tJL@!t`JKZaProzZV>eNozG259-E5XuSL4q9y~_K12Qx};CXszD^(2%HMq?I
zFE!}uz4l2AUs_(pprYo`2jEGaxipyWSW&Wc>uDBW(K<<ak;y|vdW2)*%f`)hm|At{
zxYBudJ~5Gpj|hr<M!)queBr#Yp!s(i>rY&F(m8PCOOTl-LJpZ~yzIS~^%R(X=HA$s
zXLYLcg1l40MxEG!qeVHKV``tCa&HPD7cfge=$EJNLY&Jvj0C5Hn@1aST>3EZodp#4
zsx4{~N03c{la-VrU~w(f>h<#KGSR~aJtAHJ4(KWDzEGM6!HI5bPtFhA7C;n~+o-JX
z8vO(-<P5s%Q7d0oHrxc$2jpj@%mtn%%gJ~M(if+X`MC%e9r$B&@Dn7(2$eIXOkQz?
z_wYF^T+?!kERBx)mA(X}38iItt7Z8(&GYD?cq@-}$z2GX_Nwlt*Y;?aQ^{t}*RT_4
z(R3lpVe90zVWy<jEOWNc6LR)MWtE2a*15S|lah(!sjBwQ4OQCe$nx5gev#U4x*Y7~
z=O?pOQT=1$M;gs|=^MTq)#`Crp5Vr*$36#$0_FZ7L@tvRv{}M)5a`D)1lkpj*CYyX
zq;U>dct@Xgr2!MsDWX1DA4rS5XQ`qH2h$NaddSfTX~K_ncN~Q`{z@gmaE+k;Ag<RJ
ze}9i+o9WGw+NZmPgY(q3olc#Tg~B;h@{o?E+U%;9X}xHBMWBqy8;9fddWY=b$;{T>
z(91P9#eH8xGwnt2*JTr26~<Zz;bCc3{VSq*RSSIoND(U{X@`PepsI#+vWPN5;cbC$
zTWb^SI@0)FEJVbf$NRN+$9kIdk1L%prjxWpyN3L`De47`GEGRb1v$a!`;aKKOSv^J
z=nT5&p1m`&Hqs=)7&qjTGvxC=p(b<-h8vk{kRLwRvhIli>%(!~8+4~$oKB;N0U}|L
zjs0=v=c+l)Z4!bmW7xzlNzfc-2<$Pr{o`F^Gxwh;rBmib%B78<YyQD%ca1VNDYTBj
zOB(#UXhN2qE?F9u6p%~X3fVd_!Xt`F^kgzU)s3J$j@SQ(vAb-F18l=I9ozym?(Xg`
z!Ce9b2rj{0g1a~F?i$=3g1fuB26wmZ<b7v$rgpY!KJf>h?t<dHj$6;>HGk@!Qdv~O
zkyn}~F|fGSkM^WQ^V59j+1H!}@`q$Er7y2B&jD+CK;Ab&PHB#M91g2Z#!b`mvIp1W
z&XPBJta_y~`Zd#HECO+_IHaf}?r)*-w}AGbev^~DHdq1=Klv#{LpqA7TA@P)*FsCr
z?X9CQ&{N&OUY9yBF-<GP90;xA50BaY7XO=?vIF9}7@e>pa;1W>PT9mRWz!}Thf_0*
zDv5o<8oBob0iLGaX4g!|wWE6Pz8~YBhRo9T7fqrPnO3ZNMw!}@jMoNm)0AhU#-{sL
z#P&xC+2+MUGbt2j)418g%jtAWI$t`M^?J<#V`M%yJ=Tx5e*G4(5nZPso$R-;;cxT8
z^NzKY>7sOTYjyt47JB-nfD~R1;!EB`VWf9<<P5GG3f@0|%tRjZada2GffN3N6EeI$
z*)=HM<s3MYUDSeFRnjxx^U9D34W%IS2g%Nk>sZwx^r}(oD38joDxovpYTO}C4}g|T
z5LSP345GWZ^&w^@BA5~J*{W2gOhyzBgbdyXM;%rcG;E>DSgs5VP3)nO9|l_s9<PZ6
zcP7NLI6Ek^4<DR-_}pwppSz*sl_&5%mxj^EQqA9U9XzchE9zEonCl<u&y|~}uyy}H
zYzQiwI1aNwzvRTAQc0tl=qz@8j||UyLaaMkRl7%@4iC1~(#+f);Y!KuuReBe&1{KX
z*r}Z;mbF1_y?HeWs&jA{TE%u~ej{w*iMhDcMC9=kku={7QURT>ubRCIJ3f-t*QN=?
zc~)|D&;s|q+LgQD9PRx^n8%8h*h?gRR4gYupXc$d4q6E*4cP-x`utQtI5aSUU@w7r
z@<VK@N4ks+AN>p;lJ6o`h(T1k)hK!^vt*>*91J=-Di}%Kzb<fM^dOEo)rc&To3Z*_
z3vF&zKLuKpeJf8G0`b^PNVYRq%24`!8!wN6&Bfpcz_Y8g8g{JXMNKF3u4;J^ELE|g
zhse_HDIar|SKiw#r<znTll8dVJw?b|^_H?kU=B6ZIe6^kbK{%?V?)41(MkUNh3TTu
z#VA2+4izf((6%@H1(ozt8N)BZs;v%zXV`Sm|Fu6NdOhIKhO=4UR5V2k=S`dER>*%X
zYkkxBRx-*r)ZKX(2$y08LwYZn^7F|B3tei^rL#YD21mx#(atAIhaI~8fn(vQuL<_5
z0V>131`f-{p(_XK80<qsSya}-yofyS<CW{&p%vNBk#I564vB9e8op2d{j|;D)UAN)
z=F~shMaSOEdUiykK_bOodaFCKwArb+!9ZBnprg9J%s?3KwRaHQCKOd|6VtJDWRdXu
zdw?q9ZO8r>?b(8+<y%Tg;^g0qmX6D(^Rp)-9;FT(Zo-wdL%)U*_qpZ^1Y_(l5E|ot
z^73IF7+vOIenH>R3r=P9G-7@rjbHl3F~{5P@YK^VI;yEwVf69!?&H(zAI!G@)3oLP
za?8y^%)-SEvRMDe)PRSB<9{Qh|1Ax^i8o%Bou5(scA+|=uyi>r;*+IXU&ewR9+$xs
zL5&-Lge8XrphH2#iYv|8hwlWB7L#pt<jjCV9sjVAKivMjBgMO{JHY&693^{*IPYKQ
zN5NeYwv7+J9|n_eTRKZsMk{!KmD;S!^j>%8K8cAgpl0nMX3TabNPS5a_igpNN#<j=
zDI*rMpZ6~`%?h}h69_Ecnb2;x02^Q<A|<CW-F|&{!=@Vaqd*Y$vmZH@)pMP=PQ;#c
zh2gfmiu03lr<^^^ob6<F@VOT3BRIUzW+S>;Jclu1B*-9={<R+XUC_{6>(^$hhM7-(
zjG;tr<Dp>ItvIQic~FXWm}8%mC%ya&Sw$Q>y^hj%*IvY6(?e|94l+2FIQK&=taD?(
zFKfK~cBkvphE9fZe7R!c+%%~|Db!pM9kM|8*&3H<-CPBuG!^f1VT=!PCwM&s8nh>i
zX5HSySUzEH(p@hj!Xby4H)2-7<Vi~7zKKJzKihQy#`m|TB<@5*&H%x7yaW-6UL=~B
zQ?p{iEjlTjFR_nLa9s}iIMwLi!Retf!4UkwnGyd$@&dD6T~RcDa<*N^Gb0+J2`5h+
z#xnvG;4#DvC4E^@Crx8`V*-fz>v<urb4++Hu|SFNDGU!dDuldZ0B-nJ6#57+aTCM{
zUye7-?K&6*zF7Agx}1DXNHbAD31Js<_Z)uL1MmVM$$X|2;T7<RYma?}u~U`e2zf<8
z+bQH3#U1$g`HE(T38)Bw2`Hg8>l?&=VcW^qm!YRdhEzfQL<Ftk>HCF5P^dlH6}hfG
zyygq(hH!hNE5a2_pZDL@0iaW|J<1jFik8!m$dG9VqwnIfk?F_8CaJDSJMa<F5P1ix
z?*@1XXhWGa%$y|7lGtbLQ|JTzmkJ2jk?unS>iwGv_ya4t_rR<5Kh;pAXv5YFqC}Gr
zid#v54vbEO&?A!(_BbGu5(=$FHzV6K?GVy?a~Yx;k{LqmF!ohdAM>HO=wGd(bc(G7
zH)Gf%B(>qx5dJUwg87r`#|EG!pchz%qHf?vhoVl*DESI*kFztQuZ*&^kJ_i%*AEN_
zSOTy}8HLIv%0>QF)X~@?e@6tLNhd_<#p&TFF-6HH#4`fEM{wiWV;Z6ulI+O+H~;-)
z$e2eo9g-4|68T4bOyuv9;1&{1Cf9f!$Of22@fO3%Lt{al_A`^LCn+M;L{R}S08PZu
z@=#cCrhSVg=SVD2IDi&`z+#baq?9DI05lXdz`n2+&utZGLqIKzP8J3T0)mSPk}85L
z25>UX?T8j)#fA?Fy8@Ph^kS5x5Ze;X{tKaBHF!l}HJ8N{5j3ejWfcD;J_UXggD1s_
z4U`fiC$@s6>+xsaCD^$_vM-JhPXR~-g5^s70cZw7=Smb;Phbb4Cc+2elZgJ!lTpOL
z5y=Js`M_P^4`4np8}NnHJH|$~Gud6NQ*<AtuL)=i&?7@4>kxUxVDW!My@J|t>?7$j
z1u9;7`+(3a51_X{H+Fs3SS}ISJAQqF@F`iJUrr&WArUl#(|?{5QT<%N_3xZQuuI0B
zXrN2=aTAKIfw525$UWJHSi4{18{z2hfA8u)&x-zmul(7#&$i}@iA1;W<&Dy;#4qWr
z8=Pq?GHX!nOGx6G1b?_I^cA}ymLb&+O}RUa8bMEKc3)|>&?{~Yfo(k^ikMaZDl|X~
z5dCBRzpu;RmD?;>HCqs!T^)i@j32<>By#$m<3<bmDr`Ztvz_8cv{Rg-2R|R6PiG#L
z7^?-VTMIJp?8$I3JVhFF<J(F8zQx&BA?(OE=Z1jU`R~<n9!ZS3K^(Lb+UrcMf$c9C
zO#Gd;1P5HL$2dDNcfi=GGJ9igjp%zaZH4K3vTa@KzshwnF`u!HxzU)kh^>KZAmbgM
z=^f#n!PKjqO$PA8)Z*=FjQ{ii7|}_6GC~;IC64yvhp)xiLx~9yCIoi_{2LdXL$qM+
z5yrF$bNX39F6Zc)bwcbp$LRV0&s{+|ObgteL=4_HgtNr}ZJ1i5J<S*k43`W(nIbek
zm(R^HOGo|P+}~M`#Jj(9f+dqBLCIUqA^qp=3ulCL!_;8gbMDZKK^YoO4bi6iQcEU~
z$e>UF4aHFM07?Kzh!8VDQe>2HW|9b42$AS1sBRjPQgJhYMIby%z*lIev3YoV%F8NZ
zGGaY{Pq1sAAria85Mm$j|I7@8HlUu!n)eA}nuN2!+;EMsh7@9c37vzhzrvG?E#?)f
z!^m4Xl#A^Cj}PV?sl^o1JS>V*P_dX?4`VvY6_7iafPd0ac-niDjUR@|1%DZ$=LT}s
z0W1&gw;-a{!vFt=Zw8=X)ed1GSwN}`7zUDyk&=QL^x9~mU|uQwIj0`7kNH6?DeUdf
za!EFXOuQN33F82{r*(PEMXVR#34e_hqbP*r@A>)KG$y*M4Ky(GZwJ5Ti%AytMz}^D
z3McLaTZXs>mxA4szI;R@?u1@OszuyWIPkJTw{C~FCoxo-g47~u1=v%j8G{)L8WI|Q
zV!`@1M-m>BxFt0qF(EbiH%9vJ7fDaZWnPIR3J)wYDPC;QkeCti8Z6c`B>@TX9xRT(
zq#bM+TO9DgH@=7X2XVHa!6x_<#E^Fkm+;1?CxM|8;=kLC;0-Vbo{QQK|A!T(eBGDA
zNXxfmE8UaMX8XvGym8CdG!C@I`tofK%eYTi<;(2{zd6DX@YG+JmfBaCv<N!WRH`hr
zxAj`wg7oVAEhcU8uU!xc@OfGL29cc*$MG};f8I=af2F>_TM?``1tJHzgx81~qv0(e
ztuy!ai}Fea7yFfDisE|pUJnR=)Q$&uFY8Yeb6pJ)3ouKyv<t5YE^!SBS6T-gr6SV1
zT;)*IbaSV0Q6pU+axh*ot+)4WHX04bg(q8SU!S5r^~+Z3^;r7>s2G)wa3`$!2S2uX
z5>9t|`e19*5n$Zz;xgB;GrT<eBSQ_`IkC6snfpjDQs0BpCvTZ9CvGM;`6s_@Wu9C-
z+&>+<dc4(fJv^JbnLe7@WNlwuIloN$zRv#E@%}hq^!e4)`^DNZq;s5a{tL!!#Rld_
z!Z^dbiEVzTxnq9k?^uO<&c~A{R6c%TDO%5@qDpyz4BFY-LVEe_q#}GNo{SzQdBKb^
zoeVL=P%J9l>><3Zo^6WmEIY5Bfj|a0hXC}g2H78r0}itCmh#$J((J!&c=h8@W+~B3
zn>VVbtNXi}a1O9LSOXDj8K7ImKg!=Z1U8GZ^Y!u$5#2ElBl9-WH}$8Mopy|}qpB{C
zN`G4OzPl4(IBobtD<x-5e=W40otVDHYxp+TT8G=A95SC#92{8n%>V;SO{qr(rZ5l}
z%=7c32_MHQ-s3M}@hzk189b@vUlawO6)oZVKm^`Y8E6#cjKOCDiLMR>^cfgCuSn2c
ztV?ug(D8drio(I}^jznSQ=UbYIyyzVPUkF~yRC;@sI8`!*=9yS8=Bco{cUBoT)UrT
zOxWx@rVE|6FM1g(v<<&a(p(MjqtD8IGT<Rbaga?-LLA5O=Otz<);JRd=%Xa<o0dLq
zs@65WWxq{*)bV}z`1}BeNR70>zeaJa?gowUQ>`bgj+(Vv{9<bEb`?69NRngpKpp?$
z9?doW6M<X2r|i7lfj5s^lBb*?)n*K+$x57)i#K0rcK9%`J7s<15gWXqgy+7X+Ron=
z{ec{U+<l!x^h*PorEJVg87&GiI-?R#>kB5XhiWc~L`iw92b2Y$oMew=3oW(z=j3W`
z7YYPf7vAzU=0;<yT^fS#GSI^S4QaL5`91L3U~Mr*%H&wOp~O8}2acs3Ls&i0N{W*q
zr#*KEh?dwjv4!~bVTL_52fQbWmdrKbb4b1oan6{?SawX%;G#*Ugnpm!`jcA<KYV-g
zn&deZa$E@UJM8xlrEBg#UjwcNh3Z1r5LaM`iAL|J-6E{~Ha{)P_#5FZBMJ7pvSX6A
z4WsQzqmuG<rSlClUbDMFzc%CXzqA+pNHcpqbToX&8X~;LyC!uDeNAfrOty<rn|w-E
z6}LFl8GoIQ)=-VBOVvqb+x2}_@m*+x)HeQ0+`~}zP{`h=C$@-IrVq+Df}tzMy(i+h
z6SAQ@I37qI$sEdZn45NFCr>fKc#9=uCn91P^UqIF4tv;eqCmF`wPDdFS#P6_Hi%c}
zY$MZyXa;~Op-36qCO<T%&*#@s{@xxJvGyzOy>)o!NX;~jCtK?qi#~O;3!RvdW&dTg
ziYMOh*j@w2ZU=$=da<YI3H;BmaC#ZH;B_Q*o2%p&nGb`@muS~m!>nVi7gCKLJ{fl@
zpl%c@73({}ua*1Bub97kM_AL@(j`W#>s?5^VbwyIx@RKvq_Q6UJ>5xP&B?t2UlTpW
zJK`%th8L@|JY}PVUOlGpgO}9p1XMj*4`8k#o?>6cqWoc^<EQOwt_+e`Wd^zitGjdX
z_lK8;r=%HVb6IJB!GE7MEDkFzNjfgh!qsof<7W_eB<;WDqM?$_lv9zu>zm=mMLsD^
zTrne+_jh6oDpKZinqhZmW!M%AgHVP{Q_zWZz$`K939WTrlF%S)sBYI_kFNAB3vn+&
z?s=*QV$LdSBBf~qv4lLq3-+bUNzRNIHRPf|r`_*G+I9?7m)%EJ9+<@Tq5*8n=<h7r
zY|fK^7~kPm#2@@I?#MqA3M7Xa#d~t{Xmzl^3dke)Fl6JuD?78lQj8-Lkyv=6b$(hX
zk2X>n3Nq}?SpHpSGV$l=-o;7b#LPB*g}1P<rNrJr)Jw-&zTvwnPl@49;C1axoMAQ>
z7uD>U4A#tPqig(h&TO$Ni%gLAfMdem90H<Oly4gou_HocWD7mxZ9tw+Mjq4FC)M5(
zH*h4iN}@Q0VH%MMs9*c&EWcbysW^CPrNnKb@^$SX@8{v70GZR%h}%w1BGF{bq(NGR
z)ng3eKLPf<xq<l`jnxw<IbKoELcLE2Atx`#4vv4+B3sppGpi=XNwns1VJ(Q!htQL3
z3R4rm!P}+Yp*1>?OAOlJZRy;--GHAFtlv3FE0{(XkTodlfQefR(ai6ENB8B7x5U?S
zbVk<0V~uO^B0S?a(ETVs|Fnr56#VqOy-f!}sYonaj9^qDXa)f>fxHLnbO#pw3DGju
zc?X)E*aZh_@X`emmnp&%u7dE_QM4I4<E~2}MJ;0%vx@J%WH00jG(+G!Pi8s8VxSl+
z7O7tY!8*1}OpCNI=`+6oSY>qKX;e|l8@;hL`@YzfAQ-(C)7*o&;2~2z)WU?*-hr=a
zVKg1Fqi`!3=r@i7BzmLM>@W0l!pPl81!a813&KLD(b#p~mRZQx4-djrm@I5Rf5Le7
z%m}rA4OoDN`nFT5H@D1yA#CkM+`%dI3{6@H-r-J-AX?y^!V}C9Gf(mJ=LK=lHiT9<
zzVs@*G|G{|8SHn9ZkqGw?Q=H-@cWJeH)cUB?$-DWuo{@LMY5lh7Y4eh5q{+mc6^Uu
zFfxTXw!ikHOoDA-5-PDJxsv-Hm~H)fraxij7J;KifI&&5N?Ow5ud|1W)phHT@_hf3
z;7;7rW`UQ>3<z7`q~tNMll}4`A0Jl@F%=;+7RouCgK`~j-ShHlHOtIp`86ru+k3qk
zI!l>GtN>cV;^pORFNJ}0z?ZU**@d%KaPPnl;4I`I=NsTHLwg{ePA0TMu-@aDE9uKZ
z-sr-1$gCy%ZheHlWLdg*Hbi~IOA&lzoPtR_kyLqZ2C3`N27yR8Ts2mq>{*Nc1;v`5
zp@k;x6gvt<lQ(2}JV+|24~z{qBj1kePEQ3>3o^a|3{xgISI-Wc0I~Ni_j0ABS4-U9
z)!b{d2aXvrIH<_2SH#o>>QOoE!7@&*PHQj@b7e*~J{`hRaa_$$cfLloK;3EL&jy%>
z`Jk%Kx-gRN^oxaiW09!l0}>2LUcr7!5{(8XOn7x#kubT$NOrv_xlu&|Z9KZNC$U&)
zL9bj+z7cU>?gaMupr1l8uhPt27xEbMs)!v}dGB46+n4~>Jw5*Ui9vk$_pZdtTrk>i
zai6HZ^>q7-;C)57u>{A>4L&MM>43k3FH(o+0JF%|&j6H5_j-Yst1$1iN~50nO&b{H
zXFKwUY}=_fIqJ<wMWYq<(Z}GdgC)XbK{%+h?WK<uAkW1^Si(GO@BxX6c+*qmAq1GQ
z@-Re_ihSWMzKUD;;v*{KaN_4qeR_n(r%u#Ei0xX*5{eF4ulGQ)jO{h}93x=>-b`?k
z(6$`uDbQOZ0*1E~!;#~xGo0h!7&~DzM=p$R1C79V603~BKm;H*&zS@xjEVJAz&>tH
zDox!KVk1ftOZDg=KQ53WHCW%#!Oi5&xfTh!G%$$7q796$g^B3lW$LetF!J@lgTOV5
z^~j(hgX-dqnd@5t&!)@0qCasgPm2PiQkDl6#&T%3CZfhc@T#kPp@09b3xS(UuZeve
zX3v6A_5;}>vHVc8n(yKmK8Ofitp<bmIX<1NIs^hQh1?wGv(*fnXDcc5Y<xPJW2+if
zNl3_#pFW+RR_G*L{J$c^9>K+`#&EU-m+ulmrOGZ0TMY3&;m%BaBz>b1--%@)S9sTA
zO}!wAti_xmRf#is$B66elxI}dmSF^67q3;D8Tu{C=x^)GVb6q0N7eO0?-v@l={nov
zVF%Zj*$1BX-H?>`kux{7ue)h~k38#7D5}E{FwKkv<~0#wBkczeOa@R3cAwDXC}@ND
zfaVilu6kec%HL1lzc^y~W8&+$^6#n+Su!)5=>hXE(>ghAiC!VLRyZGo?TI&EO?k{I
zRHPRf^YUG~={_KzNA6o&Q?&Ql0Q<mz4se&;TSgXzfup#%(m=!h2G5X^5*as!Me$OJ
zkK68WyJak`^HoVNqKI}5Lwv94Z|8W+U*eJ#<rU(|uiO<%zEKCVGpT26Gt$u07w?6I
zuZg5(#s3tiC`|M;5T+dzRhawcK(Fxh5Y=>bmw&WId)PPO$#d6Se&3vey^&Swh{5}r
zp+ZF3Bu^VNe`}v*Bq9#CyEBjHOtpc5jEADP2)c+ILNYt~B-)#7k%&)J&BY4qLBq|(
zxYaOGp?6r7#l^TNZT2RfssR*jwFnNUrIbgo9L+CBzU4PjwU%2n%qOOt8alN|EI&N2
z^ym%MJAj=!bMQgkxxmDS9^#x+*u_NN2fVCpPc~Y9{u#z6_Tq1!$+{FMsF7j%qqH56
ziHEK_8(KkYKUe2d5T-+oZK<g1JyYpZ=c(%*O{W_@z!1hj1J*_}hQh~+kiM(Zon)q%
znxtOLpvo3<%;<BnaDR?Sq^-+3sh3=!cFEeHYkbK$ZfmBqKY5jDFKpTCPnoSy5gB_X
z4L~)lI8qp`_lRC|{6Y~u36!^|>ZfdrSE)m5@Ruycb=TkC3J4F+OpU@$59un_fMGM?
zim3W-NF_TZGa1Kyu7F({x+c$@V~v8hEHXz|dP^W3=N2bYPe(n{mf|MCuS!N}f{QK5
zJp3^Xu8%O%dM@XPl^!MopUE7&C$6gikQ;-nUH={Zar<Y9ZemTFD)V}2@j;P@?=;nM
zv~;ve*Yie5&_&Yjr;4mZl$C*k#Nfc>MP`G6+uar3$b<)Mdk3Ru0+BDFaST<>7p+8l
zl5>;kJXw+wnh`k&Yt@x{US4tYIiX7$cj!<AB5&{>dwaOBua8}vLtufqxxZA<Nq8OG
zQWj#jLMm%J-1XmGKTZAEBvg5l0{f}S{x+%V(Zfh-f@1!YTYkC)lLP(d*L?NJyD2AH
z&>ANw+58L&=e*~ePG$Uwsphgki3aD{l9z>+iG_tpo(a9`k2z{|yV&)(_+05BlSb0O
zi@3pfv6;Ze72z>`T0|wBqErgWbkTY)YTCT0q7JXI(VfY{UD#-M49QxJW4JX*>#xx^
z_6Ntx2<tddCA{u<)O&|TCKTq~@l7R>7D3>QgB>&EMm4cGg0#Ec(Zl57+UQqCt%g)h
zgbS<a=R8W{a*QRRm4G`d73zBbJ+_oKaO%eJ10?G?(=Ap`k%wq(3KxMZro?bwG46GQ
z+N<8gs<zvshH$5nIOO`LRQAo)7Ef{Yi6tprQOkvyo3dAm;n)2`{`zu5E8-QE<p#m*
z8BLzUoffC{<+PfjdTH-JE*?vydQ2|ekC{@H-QKn;d_UMk*KUO4v_CBoo_srT$p1Z#
zIIWR4uyPcaD04ua$X^t%R*5qC?#0aWV|28z&=L}S>$mlXyFIf%KPxO7sbWYT&_%dH
zE>VTkX^_F-`c9@oaKP<8C^^BM$+Gh-UrTF+3%_-D0NK{I?f|Hf=rxandAF34?_{m_
zQFx{>n9%SRfmLw0lyKDWrfTAGA}~nUcCwVTta9=Gp37#_`O{uaTBCMCd+0aYhabj#
zWZ6Zg{XH3787`COCkcDiM}QB*_wvwFVAPJqd86JhtO6{vc#*X#f3cHwX-8=qrP(zq
zxx!1!5@1>tshFd<wNo5_*(~YuBx>Gzb-nnhIus?|Rm#Yymmt|^B2J*t?oEwGb-3$?
zsYN7G4SQ8Nx1pNnxjRPe<54sml+Rg$ED=$$&Vm4o5}69l+;h)8g}j?eSp1FVA!EjB
zn);XennAv@->kYchpvSR`NNhes>dh-CVH#wK{rJQ(|YvHyJMu`0t_shmXiu|+-#W(
zr!p=IsvT6eaXxO67p=Ng8%elTP4J;Ksi7-Irg6)v2|L}l#`;c*kHxHn3sGTzPSI5b
z8<M{5?VB6KG=?3+SIieV!ufMD^sSQ)gmGFQ)t{QX`3FbKr(&KY%huJ=E@<kiilccp
zzJ=;9L+ZJ?S+$H0m1k^)2QlMS=WUzH)<Q{6)<sG|GhN04oZ1RQ=u9K&B6`nc*o|ta
z6Rwdl4o=g0uAj%gKUuC3x>-qBA3*}C2R2mg;r4?%W{fyKSl*P2>XP>k5?AkP$<_wj
zd0U2(<88N98ye9Av~8qnuEYl)G*u#$zc*3~jFKL595nALyk~N!D=^M3??jtkU*J{n
zwyf>g*SzJUE!6W?r$(3e#kPhQ*mI%bNgu9=H!L3CtZXHliLSNhi07L)v!O&%!={y+
z`wt|rj{oej+TS0u2<i|^zY0Kkl*&hCv`S!&e_KZ#)6@quhl%T!JpflpoUw<FKkY9U
zGsdaG)lyBZ>Z?rld5ILUWg2Iojb0p>j;n#F;k7hwshZ1G@qG0YNmfqLV(!jki6p=V
z)H1-QjuaQ#M(tZf(x&#rG1&EMYqt*4n?BbtK2y(*GAtkEhb$u*v5sxr7(D1miKY3e
z!IhSalh_<M$HfX$1~$7-o9$HGYSA?W*Nfk}qA(b4s(q~qaaD?K;^h;wHk|QeAE}bo
zN*)L`KQs3-Zzmbg8Zb9DH?Ku^Ee>~Q;Kxz6l2}P|m|NwCE9xxvA1VmQYgCo6>KGCX
z7TDO<Z)kE+xB!L<9D7XS9SI<-O$zK+e?s3fd+oIT>}be;le?;;&2PiPNFP<+9c$eZ
zVLdu7qn*eQ1VvH!`gE0bx<;>Z)Or-Jo)ODsK7Ws4n!;LoQwm*#j>|zADU!Ly>@nOY
z-gLYFI>lw~F5R<Nx<go{WBZLZ@_87|Qd>S8?-!$`G}Cb9NR*<2>;hG5#r-Wh2?yh-
zPk*_~k6DCFV?(&tIw~35-s~HNcLrs-^N2_GR3rXghUEK=OJl@1!e#ZMkYWMsMS71g
z&N$D@QfN-YC!QIZ475DNY8czd({2GO&TWsSqHyb;kNhxlJ_(oIncmN88s-+T=AaFC
z4Ms@RP+}w8xT)*pT61%~^S+lOo0erb11%4cEqhBiF2Vt$9K96-y#<Zq$v4eH`WWh^
z&uXT5O4@Z^PZ&()6@fu>hShLzXrB7@t2P$=P0PkEtMk&!R<BK6kDCZS!%n>(BhSDJ
zcIkaSp8G`;A};FE-3-LE>j?5xLB8iHf0Rw~Qmb+CxXdu(MxD8)kzZo>#iy~zqopAI
zoTTiTt4s)QJAC7@MoqsaEf4S0#u?$q9@G9qskKH))EK1vn{^##`N=SShR1A1(mY05
z0)H|clZHpVQ4YCJ?I3=-s(M0--uE4;S?oF1)Ri0@v#bT@{zgBHN$qKFbJDl(kuR!u
zW=c9g-s_+GjZK{}v1er1Qs>jUEfl*-w@JhkB+IPB!yOL-n^$svNnsi~J6`kH^Jpti
zAh0%Se|M@+9ExDIk!dSe9I%dqGRlxkI)zBDCHRv6$Ctk&;M`>OLCki}ky5v+*4(^o
z1RCetm(bzZ+&|06vVE}MQ!6lkAC8~jMU0(8Sz=WiFAb{c&3_zMbjzYkR64Gu1YyCL
zQ%gRe9YmlG%gVfmmfucC$5Gy^Esj}^uoc&{@Kc3P%cs<|oAfs(qR~zIJeC*YVeJuY
zn@$X;pUQ6iQL<HVvvtzU;84Ihk*i)}fc`yhQTqLDE)8Q+cjGHty?Ntqx$03oua})f
zEPG>CXNXVyw;rB;e3>aG!*mkG;bge+AW++Pb8oWpIz6fh?>yhJCauC(QW5X${Tumx
z$+W1?iro>quB9sCqa=@IHCCmr3|c|ne7vL9q*u;j&-5IFz<NfO$~DKLpoy!oT}JcQ
zavb9HMiY70A5-1S=+2s=)c0MF>~<&d@eN!BHBrQm^|S5DY3K}x58V>5I2FinD7~xo
zYJ1K>t@4F$g3l9^87lB)-1w!{bXo!QYNmccJAMdzCaYb|q%IP{gz(ZV?}Xv@u@sfX
zAIFT7-|9Fkr(OnW=y>_jl5BBs+h63ehf_@-9%cANoR8MZij13h&Etmo?|*v4myKbp
z3NGs$grzTiZ(x`v{FU;h%+o@be>3^8LEb?@Xa0!g#OWvr9SaM>^rMc>BDe^vAY7n-
zB5Ve{4CFV|d=X7qWxoUWsnkqlyI1+);s0w*chO{&ksvcGeQ<aeQnIurXXyC8=I(>k
z6=9P`58fx^Xi({re)#ZN3U|6^UIg+y)Viewb7`BO=2+ZNdUl8{Jq}M!#SXE|aMfnX
zvW_7ad7=a!Nk%KJGud(tK2dn^cb@o$f*ksTPjxLFO~d!c%(Mjmv2qd9a)(pvih9yQ
zv-|=Uma7TRrn0F@4(x#_r7E@EZ+PFVcJuOWBaLexRPQnAu<~SQud0rGIn`z?KAYSB
zxQN&v_$BsS^|kwXPJwXX-PYPy1<13itb&j;>*#-$h{M;73U#@U%OAiRY-U+q$Rp6&
z*Xvk=A*Zsgy&R*pkibV_&~C0k*qU%bWMJxQ)qL?7eT-`=$sKLL<Osjd4XTAm4fPz2
z@(F5cMGEC799wRb*(r0E68Xv?<<iebWT(?+WM+QXh2<xyQJE|gEUP))Jm1fpKZC27
zSjx&uOdexOYR(O0&@{Dh7v?(u9G$d$M94QcZEVsKz+hA~meB4`?X8$bd4zV&@zut^
z5^~08bEBR1eUmO_K^JUC<izWmY^)n6x$!MVaZIm6n@Lwl!8_pMyX&3}C{Fzd^8e_n
z{FOF6)|o3mq3E(tWw|>uy6)!qv7q1NGNC=2=G-Iqv;LW#Ez=O4S>g*n172^45o@(L
zeg<s@_kQ?cuzpA^ygG+8Frp_AARpM9X(GJxy-QezwH;no@%OC4)B7;^OuV$uh;YqM
z3)b@jA<DAv1g-kw`fkew^NPCFtkvaKR&&}@8mbGbaYn-zrSuoH(gh*VE;{qtj!J)C
zyMI+#Rd!JSlpc>W-zaaSi1%yJP)Xhj>pcq;#Ef$!dw0eY(atWW2!(FYIa9ge)g33i
z-*R*UI)_<I&z^Fo5XhUDZ$i=`-LUhk7uzZtiIjX8+}jfvrRQ9!P#$ZVTTnM=UM8px
z_E8lKq}4fgcgHqR@uCHeuySunIW2ANMeS<M{0_A+j+jZ%jb&^7!aJha>MSkXu-ZkZ
zYEhAzxyuoRY`-bAnLhMu>4Bgi?Iw#GtOU(qJ<+Y?LBB*oem*-*Mx66fmY@)yDKi+G
zmKq<3j~Tx-?b0voj5}k+Qu{z>m@ARGpZ<sV(~0Y)RDn7#TI%cxOVn-8VL|}P^wr0`
z3035~Vs^6KW&%@tWu3msk1TPz@aa-^!fCxYwG5Ptw7HdO-eFbdmyya-P8KRgiGdp#
z>xdDZjksjBE#_9bRo)fab#|wb>k=I3vhj@cc+!+axRTK4zOlY<(PTUfk{L=ASppPV
zc$S>lW6qY!n(Z@IY$s?zt{#nK%c*4dzR~5|Of4ryTEifT?)i^&yfha}IBd(Qo4&xl
z&}4_ancTEE5ftxzn344u^7OE<QfM6tXZER4^fSC9!aaJ5-D*p~p2PtQKK%QvlP|}1
z6)Njd#WbXC;*12OE@l3%x_e~c83n$t3?BgVuyVE!-cDi0!RE)xvi;R*u4@t{lzQdi
zvR!1fM>ikKMy$RvEj#?vF}_}gaK2qrMTUglePWT3<~&n38M;DcB%s=)DB*d)Jv}Xf
zws0l`sZkT{JxNfAZM({X_VEivQB0|q+tcL)9q8g0r}VAgaV2BT$|lXm6rGyWBxd2q
zivJr!R8JiAM<-PI&w{kKIS-2$ET%NRX6h!BVZ(bOr&p{#1VHQmDc1VGJmm1#g=Gbu
zQU4#Y77Ggx=my09Dlh+aVZY7aJzjX(CXJ;F)S0H9jmH_qrJnK)1L9&58F1u%g?jR~
zpus_@memQSc=^i=ty6`#F*X23yimrv!my%np|yTxW`O~tNi&wb({VEu4y?`lMd$rd
z{$T8I{chc3Vtq5f$uc+@jbmBFRk{6kEq7k*d5;B&@wa{^-uk_}2)cS!&GVS!^clYt
zaOCF!58kAZi(ucVk9GfbuJIqrLBB-0E{OGd{6AXu=dFl;kUF5-?=n<nRkq!j0z4L4
zMDdg#sBHaLy*8#=Mp@q5JHc<%sx-3Te|i1oU=2W5uG~Vn4-;9#P==G<J=|DR9GE9R
zHSZN<+FhCwqhJ<2(OHv!dk(NjOw@77d_U@cex3{^6P0=FgTeYe#OUpIGc;4BOH>A^
zWjzqG!r1dA8d7&VTsjGaUF~##TiO@F49t3kBmedaGwb+-15h4R4B0GuGIW4}l{E4U
zq=(RealjTEz`BAeNNaxVK^OHD&Rf~{z|DB@KLy*SLh}8EZM9CNv)8Qki)sHvnnO?0
z(37DW`a5DdxEeT}?|v6+4(u(sfDji*gCz<=%^dfBGRKCl<h{JPqA0)$jISI~shsp>
z{j0&^?7{xiVDWD?U|unYB8fwU1tErg^E^lf9Y7jvy$$dz_||4<6Vb^<6rM}TPLDF9
zrIP$%F^~=Nk#w6L@)hceXNT?c3%X7=v7iLLxM$!a+W_bXFzbI}uvC3SC_X~?(%h<F
zft&d!E<hL5meef}2D=FMXidrm{)qTr40hz?&oc)IgRKHok$Q)6M?6A-+N?<wCNl3}
zS2zTF*eg;{n5B5tIQe5No7g+T73qqsPq+_s+X(PQ3}1*p(oHbP6;<GYEK7(#YAHmD
zln_M0@`o)2Ed5nFDI8>k1MK@I#1wFv35EG1Tw!Y<t^&jq;KbYjS6*@tpLV?aynr4k
z55(sKdz+$Gl50WDXjeLYF3cx<fTkbUtAHj_8{xHxX1LjPU^AG#0El}%0jvTR4HvXn
zo;X0E78$S%pl;|-2S_Gk6!k>7lJDa}UEa@0mPOG5Boi}ASV?FHHUnzlYEWvxK(!Z`
zA$AQ?4Q36ry`Uk7p(<$^IJ`aKj&>gpunxtP<R1wumf`n3>U;2C5*AzJGbtt+CJ8i1
zaYO*zpuE9JVkDF!+w<<QgD}|eKf+_8e~s8Ni7}C%WUYWqAd(ng9wH0cbeNeiJDCY_
z8mQ`05+ln4V?k7kE*1sVD5&?i#d;ih@JgY@LJ4FefI=XuSPf(r<*C6Cg@2a8-$({U
z1fBRA#qFO3NoC~}lZs42X;q%@f!3($3nQ=&i`5f4B)&&ni=qJw(-T!qQVxr-(H-H!
zoNG$i17s$?g(VOPpCX=v1<UQ>X9LLGf<V~+CLhG8e;^I<S%SHv9^vgjUs3E-0htO`
zXF8=g^0M;}K~WaU|NEQ_(XU8$Ao^Z_4}c5O_rQmjA3e0Kakt1ovVRz?M<2+4wXpk#
z!DfP0Zc>(y`)(3%h_t6xH~Jpp!CBI6IrUYcR2eLEinNENzM-=5{d-wsr-v!$#(k3j
zCK4nPU9ooGBkwScFVT;1nD2wY!%OckGT+m4j9^&0>s<3qtLMJ-jUj<jKz`5@t0B6A
z+_4{XCo;+GD<|qLe;_3kKkddl`)dwgHrj()L9&#)USJ4-5Aa2ZKc%{>Sg|v^S`Owv
z7%cRn7u+a)*KfE{t1bb!QU0!VI9c>dfrwgy{IwvZ^FHd${^|?;F}^7$zJYc`dpgQy
zD0{~qR+#H{xcJR~FAwu*75j!aq6N|3x`!2O#=1Xck+@PKf_%&i;H=uShTP0*pbOhf
zYC!l&JB!)n6QgVj)~AjjgU!B_%`WO>2^W#M{AbKX$yUzA)ijMtQy~!Z`f1Pn&b$(G
zh%ts6)G<j45kkAcf-G2MAwo!y{R%<+5U>X0z%(R4>=NLKY{WODL+k=ir~UsyV2Kw4
zJn{B;=iwJQV=RRm{k0)jb@~Yoqhe=);V<yb{>^_V;Ltv&-tLG|p7??sWHgBdi$&rI
z$-f0-MhG{SJ<^U9h$eLx)9LAAEfb$3E=5uOrxfEW1yjrW`p4HpDn$&5VWU6?66T7U
zq3I`(&;NU0B1Xgsa13k>q^+MGO=FZ|kc9<5xe@INFdy0qdqZ4f4y6;@`nDroTQZMY
z5_f{T!S6|fVpv6Aexz$1=6)BUxSt3X?kYV)yn_<oCZPM=L0q#z-)AwjV*_5&u)lV4
zkwGE@EL%@sb@ZVdBZ|}d3;JaDK@=H`uxpmS2BX+*&itXl@B!%ou?d+8Nh^vDP(chP
zk6=1DCDcs3o;VFfHxLHlLZTU<AjU`v6B{`s!VPdPFG4hk+yI*=fZ##8#u#Gxhrwd}
z#bAB^Hw+eSh)DST6R6>OAnt?!VXz*sd*U%zLf-J#{6mUD-k-1WhoV767e7KAq}ylu
z4y-+;7y;ro;dA|k!-21Z=_ptvYLpSx=y`Mi(>%=yp}&bJC=V6>OahJamxYA@1_7af
zPe5-mqMe_8=0NN`EEM5DrFn6nh#0Jr?_a*wANZ*!y77uc?0?jjHIi|E*7XbEV(epF
zglnq&Us3m%hnR$P!Jc@AMv1>bxWS?SM&4uHxOm1Sa`uW3*4Z>$MQ!^zn6yM;o&E#s
zVhLZxwsLi?B~{&a0$RJ-ZSa7LlaA416}`=FuqeeU-VKe)%1Vo9wfcvb-0v(4Ml-yq
zJ0v2UcdHaG<Od`sJY6o&-AjYZuN!>rrjJ|9*%{n`as0|k%XL=Ib!O9GyQt490yp=c
z%bY4sRu=je&cCC@SJ3G7&U-Zmcl-`^=(qfn!4Y7|4Q%j;WU5N+ul)XF+=8Q=Mi)(|
zH+!>@w$XjCbm>&JOiicuxKdTIDo(G~VwKj0O51)~mDc*i&H8Y_+k=tfr3KFL6Hk{s
zxvRlE+8Q?~+v<yyr24a*<69?$Lf30Lpmxg5<}Bf=Vf7ScTvNDBQImVAZ)NXF+-No^
zWM$y$ZPgw1RP%19cls0PquI;_vS9H};3gx-S6R3?`S|HL5nkJRGixddGHasjw936C
zwX78IGI4Ao8!i(WQ-pzN9c7tX8IqZ-clzhY+BQz-t1Xg_PxCyIj?J>QC4wh$<<=VQ
zgx=h*_RaXK_%1xoynF6P{)^=kYjMLBoHi^D{R72U#=EN$I4m|?4$s!lZMS@PuU2n{
zZ<5b&zpegRuoW+<QP~w*<^L?$g9Ah*o#q17Dkt-NHZsi)!944^iG}OcdiGMp<VJ~x
z4t>jflSY%8;7(c5{4^o&6Um;yE^#Q>M=6fn9m;PBmvi#l^%I}A*t$49iu>nBz6>K>
z{w=poq-=}XN-|OwaVAshh!v_LUObj;f1bZK?~H&jSiPyH@EOY&7bP1B+qE?w7r|Dh
z)z-v4PNxA!k7v}^`?D7Lx6CVsQ(oM}N~$FeKkBz!am$d!N*ydsJb$7Xam#Mgb!JbB
zua7||29E~nka>SG*nVFjAcMFjU%M;zweQf@xC2oz!hychy8`A%+eW$7hbhsskMrTj
zg{@o;Nu64xykH^H0(MSjWdoBgd8P~91-a2{FpcD9a-8h2%Mj8vwOht(%xl7{zo!fo
zw_|4nzr45N232-URn8`DNzlR6E6ve+@9357$Rvg4`zIv;9tqkY<p!RQ-Hre@;ZGG$
zn@`E|nB3cJu{<p9rJIk4yTez>=oW@CGq}xI#7+4>f9_x}!qOn3C60~jbXOMg5vXqP
zbU40N#?w}(m6P-uK`cvg#v%-xIIy$?dd6!jR1&Mll?h=bciqkJ;npT<%QnWI3^fhk
z?Lj+`wS=z8*^o5Ftqz^-Ax-VN3}^0De#3U$g!AE&&86S7arojE!w=aWvL<^@h8%Md
z@B)+b7BWP(6(ab@8{4xn{=)C#4G`V$4&;|}?$OIQC55X^KLtzA<vWv!gD_%piy$8s
ztUf?9`r;PH59Q4NDalLX`iG$T!)A2oRW=38aP*Ml-rye9o|_pCQw-KH$u%m-hOG*G
zHDd)~u%mm2dl+VxA;V0=WqazNC=L-6d})C&Sc1P8Eap3IpDV#mdt%rfQr|O#8?s@P
zh(ZeTfE(JiYe+lYz8&_pcRGG9&Yt5)Y}F8?Hp|I6y~ZET;ixh9rhxVH#M`mc8nm@B
zkzyy4^bp}g<N&W!<E6VZ8cTj~dk_XY`yUKeS7sUh?l;j6vktRY9;Y5OV*dDdK}C6s
zS14&kxZ%7>xs{zjj1;8QcW?2T6*tE)qz|EYYV%<82M%c$TZL)D*=v+3;yUorU8D7P
zq?tUY@0vx9MYBI~G4FYsHv^`(MW@(zVd5wRiG9-A-&JTm6JAq6{aLbibX>Fn|5Jh|
z^m(W6q>`N%WGB^2*6|J0lRv2Ol8*9&ijJ?LsVrHfH;RY|h&1pM<{62<LQ|*m)PPM?
z;!*8NNfK85mV;Yb$Xgn+A9kGpxHAG?S&~pGXTqvTKN%^barC;H=R2o~*BPvh6)GI(
z5gr#(_29>o*ubKcL_ez>l`G2(8fjwD=UbI%e_!*|lw0hz1qPc#R?3?3RDd*CXwR@N
z9r$xiSh}Pov4a?jJ$whbcg6?OgwfCWBbD(39X`DzA7C{xXJ|f|X1JXmR$n@k?`N=t
z!+BZ3Fa@F|hMk{C9U49F`t*ujc78mKg(4ddQVJGOpk<@@ZBAr^{aE0uWpq%gce={+
z3qm+}c<6WcI2g}l^H6h9H<k2Q9a~5`z>%NLk3^h3KC!SYEu*C)-OlT2_uZs&*Kw|!
z&RHylQVmunNxs6T2x2fi$>Af!ju-_u)Y3w63>V#EVekLJd=6c;5Wm~EPQMO-%tU8{
zXPM-tFhTzzLG?p9pe<_-3!_y_%;oiK-5-USC&!m9cgwn^i>PRs#r2s6dSagXtxH$p
zptk;wyk&x40q04sCs1?}n$YRt@JEad%%T}J+SIh<ZIB$=rQ5VwRFxazH@L+=yZ0OB
z&Ud7Olh!#WUbKRf`VYs>EX^nGU7snwu!@e*Ri>b*%eb|u59E&RSv*wsK#(nxBN`3s
zOV!C~bJkZgO&|;Bp>!A<?S(b7pig3@?>?o2E_nNm?gkk;%JP$obn_m{Z}<-Edk6d>
ze992o?w>}^om24)Ru+Ws+;;2%*TA5fNB<>yWC?B@fGYCFPpFnu7OzwbiGRi5_%d}y
zDO-z1jth4;*dmPSKulm5S`))?6f?XRKx)<~ZiOS~#q`}E+E!zSkrr}PM$bq4AjHlk
z1Nk$fMytQQ*%NT-GY6zj+(w6MJq}}@D2;LBDJ>{M1Ra6slPL;r@wx&w^V(phe_h=I
zOMTQ*yT6r|o@%17$wCQnVOB2LiN%xxIk3k6abPJX&Q>KyC^t4#&nGr?Bu1pa&`GZG
zLPVgN;T&l>ORRCE{QkTGDi}Jf6!}+>k58~(k{;OTLW5o3S3x0{FIeHXuT3h3zsN)z
zc4d5m+oDGgUQ!#nde`B<7^(<BV(-BJWDVz>Z+kK0l$H!=D=@4si@yegxyYV|4)u%q
zDWTN}gWGib1S38&058O{gA;EYCrq+OH4^yn)F$4$R4(*%p0q!%0`IC^v=sxNGID17
z7lM_dfe4G~9$Owb{`zgGy8+LiZ3ll&<=RlKzHQeis!dUw@jiSiIM4Ap#XhBy;>GzM
zXq8T@!8b4CuIOOk$`RZj`m3&q>C9K&Mz5WNd^s^y)nPJWEq<a=#ea3S`#kn@O`U1r
zy0)CL)Y@MMHcaScYJNU-e@a8kAO~G5M69WMotHHsW2x52NS&Rxw$<29oZ)8xN{!bt
zaA{T@xiR7S?ch}YbRo4M-ua#r1EXhYwqCYCePSJ>Q2l=FVim^H{2}qT7aUUKp8)x{
zHc!Ap)1<uAx9j~BrW+%rwXtr8G?=K*G~V|e)FfI3UsLx;T9PSgVqck2AC+p^hjX(@
z2%;gr;5>^{bb3DuA=g!XLhIsQ+tD2ub5!~Wi|zJaXaQo#!Rg`tGK2_qG=#vXr)IYo
z*4{u@50@Y7jD6zD>-2x3>o4MNQ2wfbI#3WRj50uD=HNx1elPkT2X=ipG;~97GWT@a
z8~JBw5b@2+PAOmv!odfoFMZeu&~7@=L{DJ&UkA34=`5rpW&)5`Kd2fLK${5BXO=iq
zeE=Jp<Zs>OtNhHc1++bieh68Te^IMNZCMZIHb=AUK27<>-(`b-L^O;ptI-==Y~Sqz
z6#zdX;r={Dg_mK+hHa-2nSe|Eq>SR9gw)y%&RSa!lg1lW2wsQxNFPF?g!!E@G$s?C
zyj-(guL5JIl-USY&$$9gH26~WJ^;kPQY>PW!2Xwkl~XdN1v7*3U(wLm@_<6m5`QBZ
zHL-~sL*we28iHq7mx1fHujurGh4zuFf+nir&BVSQxnyHX8Wg@&txdBOx@hm@;<@r|
zj*a|uq^OiTL<zINEPXF%wp8G=_bvL-|ErS0KuL$@u!j-3=t~n?P6um!e4sW^P7-*!
zSiM<6Rkv?Zt9nj+mXU0w8qw>7uuN-7s`b<fK>VOdr8yzTx_K**FCr&cOYH0J{8Vv`
z;K2DS%N4@4W(RN25L0pi(cX8>63_{G?SXWCL5}wn5}N)&Q{w<_xJx_aY{O8pixeXh
zllV1CH%1UZ)E2zbD}w92&B4DUItk$pjBbX7vFxTdq(s^wCk-r?LaIS!s6pe(xW1}h
zouB|`>3-LRzDQEaBTE%SHc#wBKC0U$kRaO|5_FkS0R7QAVtN_Ls?exK7;CF)^_4dv
z+Q{mgJ&4&QZZF_0_5q#KzG=UwKWl3pymP!|0-Y9`#EHU7kEDytPwg$@tlRYLdnMVU
z3_*)(c*V2B?dtt)A;py{?*4$r@WzN<nAB1ItA!_D>It2jXQzm%x_0_PLY`G2J#(E}
zjk<FC5O)<XanbH~f&D3$tpLoI5LQdl5D)=7tuBf9V-m-bG(SW#T()@nM?zouZh}mZ
z$Zc>-n0`)ed3n8G88tFcmw@UiQC*GW(zs9|DkSC4Y!?gH{wB9zx-HI)J)VG*0EGkY
z^{RGJ#OICux#!Wf=Lwq{Rwh}-(XW@+pN*?)r6VdXE<4DV0(e@4+dhqrgGC9DEfTzl
zRlXem)VNW9X>qZ9#`O$~)a0O2H}>S3G`~vRlRKF^Zg9|PWT2BwHJF2gvKIZ(Wc+09
zuYY5@|EQt+Uc);DwBAWM)o4j|-4+;YT6(hlyg=6x>he&0S1&84(2h55tnMADR&N=a
zcw7$FK<o}hidLfZ`7yqp_&B08G}z=CB)~3Gg((PIQsgaGj*Vp|<HQdFf7jHo%&Mta
z)3f;-8qj@B;?R^Kh!uyp7cDeSui|!%SwUvR?Hb)d<<1Ox=W6&IT}%23^FYf87xet5
zMz=yg<dMLudkYPosEUqgtP<8P*(jS|t(KfH&&^RgJ6LxxT;GC`YuBQYo4bk*U6Wg0
z$zk@5Uz8}nEa?%R-a*%RN_jbDq9BRJ3M%iEG+%uD#-i+q$Mq&5ZW)beh}{82b5FH+
zQ49%Ap#Ke<H#ieXco4SWF96#eSRx6%8a7B91_EIFrCZ5SR5PJVM{yAd2(692pr>tj
z@5G(Hee~b<Q-E-7q;zXH6Jv^csUV7Z5slS`l*}oan!*wGc9CjMMr@mo)A{tn+x4df
z<HS+J@nwJiWH{bL!L^R|29F=*%nr{%>lLQ;lJ)+SqRvw!ysXxO(M}rz+3Q|J6wzao
zV~C)&0i;6)lm;#fIVaL)r{Orn;WyXoHJp2Z-$E0{Ko`W6Bb$MzMv$g^T1qotj+UwY
zVlUu_;?Yo6!FI6>7nhc@qI29mW!|-J5ok`cYX&TVcBf`f_hAA1<6m3q(e4NT!_7Dq
z#{E}2|5#{VY>AMw{#Gm#5w1_S%D25-9b_NRP4itz(Qw-p*JahiwdVT3HUXB#-)!Hh
zwUn?kJQiOb=-VCFZ+90}vp>A5-Cz1%YWemAXQaF%@0K&;K_z0#2^x8^kAEAY^QW(U
z>+UPoArlQ+bXR}=DX&-VmZXS^Q?L;hBBjS7ag4xH3->YQ`Elu1Zj?wV28hy$mH&sa
za|*5`{MYrwwmDgGvSM@MWMbR4Z6_<XZQFJxp4ggL6PsuDsrsKfyJ}zTtFEr<%eV3S
zzNeoT>RhGB;S$&qr|3|ObtB-E)_i1e%{ym7TNOQ<M>|n)!z8N}ZI)v*(N6`DQr=8!
z`*+vWH_DE`to5=w>j)?J=!<WGE__+^J3E(5km>7g1`v4p{0?&mv#-Cs%<E+4+$z4D
zsJ)Bo1J!$a{#~Q@Y=FJRjFq0QatdyB(W+{akK>4LVuBgr1I5qlP1m>!dyOwJo27nW
zIl}m!5_f@)T!6n2?Q&G2D9DgFR-7$yL~HW0nZO$wc}ZLiP7TH@X;~8=F`2tXOWl%0
z<81L2GB{tMKklOA9&20H@kjF?uUlZZwn_~>L#r66@T%Q!DW}QDXDK#(Fa~0>f2u0v
znDtLc`k+HGkG&J(;4#+}a;jMIt&0gWgFdbImO!E*c=c@^bsHy4(;;f!)9{<7=H>)(
z<hWG)NyLj^8m#n6YG!o7R{XC!UP(zVWJ(+k|6H+H1H+b~4S2KTYZiC}vJ_i1GwR3K
zZ@wek_;&BKnx$2%=k#u-xBHyVR_2iJ&Pyp`D4|)ATliLKign8=`hRy)h+Je89WT`-
zn#BXthNJ{j@0P9>;L~)q)GBbS;bY@&n)8>-R)lC<jli-d6K`c$VlKpi7f5HJ^?LSl
zPKR*j?U?o9Tvf-1tfuB?5IX99daG5;^}rad0{QvrI4G!a_gXUSuyawBz#@bx9d`Dj
z(acO#m!?eAGeS0EuoPBPs?R&R1$^-lXmFu9D^vax%!kbE?i#xOuqqXZ6bhs@zXhuX
zy5wVAf7-I;(Q%Wri+XuPb2wE`ZHU8{9}AAw)Qs_xo_a|bkDf!wh6U5+>gVq<C7XhW
zN1d&<y2c2Q!CD0hB2~RS=yN>4p#1>_`QO>y%i7xQBSAuBY1W9~1XV&qe9d=+iSi8M
zL|3;oxx01&uDT3QL*<dUAM>bC)<Ls&p~6FIC>5rVNPi==j;xAHzD2Lj2aISjQlq=H
zKkZ1toF#@`CTWu(@-|jLaP7RuP_<<zoeg9r@@b)8YPR*ZIrucUxA6KuK*cmn5Pmi~
z_w}{<`J9?;bW)-#uH$3tHx_r)3G#1W=3ob>mSk{^_MtpHCg!TtM39bewQty|n3P(l
z!x`V_T3klpr_PTJG>9m)>3&fwb<*ZyEI-zZnR*e1zQKDfJ^R&QAfiCbJ^Kk!jTug1
zKA)?22{Cl>a_$toSh+NUQ^t@9tZ42kR1rbh_~mfl5c`9D0hPoH*+3=o<u-?sb_2xd
zh>7duE9mUFo&+C@;<l2q-28fSlWQATv@xk}DQV$lIOG-lnIElbw^=>fJvxiLzj#j$
zAN11F7RI{uH0_-B{+7!@Sf}cA1-cy*Be=^z)QGC?rn`|>o~ELCle0^+b`71`8yMUK
zuvvye&wMB1`d(TS%#LOO$DUtX{`u9)q@-^$DSBdoRYCEiNn8_3n^1<~n!se9scaZ;
zR!dDwb41?&84L4}psF>O!};TMWP#&S)4!9MtEb)3QawY+Rs|T6y)0IBrnb$d@jSBI
zyg*CDN&tKvV#pDyU^_8eW`EiEZJE{5x}dH(t6?y6b9B-O&XLBb?vi<HoW|(Gzo33p
z5vw*Ru&_5af^jtt@?ob5n7bTJR)vy3#MmT}@dR9I&tlOFn}$kIGRko(XehXew*<ys
zsEMe@EJ|A^HbX2cY*nzUkX08NI7zxnnML;ea{<oBWXfWk9v(&rO@a{YDyo8bQpAB4
zDA+p1KI5%WVoheP&-tf3x-ZB=5Uij+F7<s|JG)739w)EuXZ6t_Jk!{{Mk(_V1u;qI
zgbcs-&x*;7=)m=NK#N}dIAo6&Luq)EBgPbW=UUnoaV@vCUc`)c2Ir^N-PAm{xnQ1M
zmPg*xbzLI7lZ2E%H~BMWo19kG&^dQf7m9vjCweLJ+J19PvS6P=m8H96L2>^exos$W
zXR)A0SSTgVDa=~>DE8@>qPUW@Ox<z`+IQ^p`90nH!4zkw3S_JV;NKRavhd&C=h>Bb
z1edyrEBr-+m5Fy|!ORNVYMmxxYMSnvp60HCRrA!QH*|BgZJv#YbJO0-x}O)R&^cR{
zOB-Smwvd@y^eb&SD}UUfbc9>kf?WDx8*#+rQEAHf&aB$T4`^hZSkVidG!wNku=som
zD&i*@eAGt6kO`_SBc@39JCDYoO*h>%2{~RGvtil9T1iZ!I{|VBKl6t^aSB;axX9|1
z*9_sR8$}?O(&n<0l|;e~+i^ov$Hij<?{JVp#Bq@NJrrNntTG5xKkBx%tk&V@SjFCE
z2bFm%7pn=Y5$hF&#;>NIVtSHvIhlGaHN6}3O2&7&HN#rnK08Yvx;Pivb*^_ctFCy8
zo>~0{_VzOVsZirW5v-w0y=6I)SQh>j-&cF(Y?)Q>+&>>Z$m=h!vvvC>yj92aTJob=
z^dWm}{84*>)^N_vYm8VDY)snR+ZuuLTV*=9tj*5A`swbsYS8&89<{Nl8^&SDimdEl
zNp?Ynk{UxqXRJNpEBd@LFLSy%ziOT^DrAwSY_@+d_ia>0l8WV0O*1TC0iQ@u+l@)u
z86~T8s??i}yX1$yWUW`rI5|w6YVYNPb8w9(Pm0W=WUYk~Eo-v4zph2D!Q^C3WOOLh
zPw2aX{vPy-iRmV|9E4ge)G%XYn75VKwSCTO_q#q4B!}0gbo50jm)2g5arG!7Q=;E)
z*R{y&H#2wjdy5Lwcl?WMB7gatkM~8cPnLxvMhyPkV^12ef0_Df2X@t4`eS4VE|iKa
z5xqh!_A`1gpXJgcrOr|kNWeg|SmT#yM$2045_+hDM;F-ON6GdybOwLkdFQpe`YuGt
zW>-g?ea-!2*-pW;UB197zSRqZC-t)^X^BAx!Q(Plb7Upu5ylU&sWSZ<P{evOb!%Mb
zD^ZL5rGc6iGf{dg$W$IIni$o$VWnZoo`RygM38AZmp(Drcc~@7snTV4e4TlfgU9R@
zsax>V^e0`pmeXN(kR8f2ht_Cb_QGY|qxnn*Uio9z**d<vd528oA%e9TR@TeFUcGOo
z`SNIPyja<Trt^mmG~c+U$_|^4Rt4j_{-26E+LkpliL<bvy~IaNoY6=~)j!W^w$6kF
z`095y-a<>OmSQ8>o8+B2Ve?MfB!gzZnhc-XRDU3p3ZrBM{@u0YdiBA_uEkCVKzY2}
z4oVaui*$8IxrV7X6$fMS@jq*!#txpQcvMDZt#VDdz(^Hk&EKhHmWFL>Y&C1x_i%0*
zyvQ;!51?x^&hFK&pFP%g;t$GpGy6eoAs^l+7_kH#Zc4mwE=0tK3CeHpJH#ukM(VWl
z{$4`v`ZP<gZunsD<*}jz8c$N5P8mN5#JU$kHzwy~n99qHQK_0$)qQlwzOT~>jo#o1
zhi#^0VAWf*adTm0Y1C-^H39a`=@&1XtUK9q`&E%}f>a;gk@V}xqg8N%**ONZMub;I
zaJh7&|8;u6FO+NLYY8v0l%JDqWVRJ@J6JQ+pu-ph=ic%wM$k}vb)HeN`x#;NKZYql
zhr%D#a~}xN4b`e)5CC&#lvYz2<)$oQ8(WlVy7|HgutgHxsCamNPQftMz_t{1UA!bj
ztQB3o71N3k5P-JG@`OT5{hEk`BlTbgJO0Tl<4dLp^0@r+Hn4q1307&?r!sL(f6ylj
z6_|&h44P~)f$w4nz=F`%)qj$rn)^^3wPJ$m_>?OroYjz6f+LlOmSp_9PF~*Nk1U?8
zq_cx)F(Ryv8rD&_(yaRx-{+`#!+*IkMp$|iK@w8_$ROLILAb69fRY-gph3V)PoKyU
zMS7)@gSeP*ADV}Mz9eqVFu(>?7Ksr-A?v>tcNz`{S0EsFuFf#m9Ql*|5tut4w`#tw
zvv88~`Aj5?8CS=k*1L5L-CAxkaBg!~l6A3prLp=aiOY`$;O4CxJTO4$rvJPi&M3<u
z2xFC}dWUD~Fb2AiTdJv)T%nd6mZleTD=(ib|K|G|fmHCe+|S-NEREwUBm9^!dB{q{
zsg0|v%56PuK;Rr+QHzVyl=8-}@&-25Q1l?N_oQgv_pra!U08H-c@AV!)t#jKIo{5f
zs@@I0G^tNRVjuq28gZlE=NyM!bUZ^IQKl(&r%wAQB9iJdeDv=Wd7;vjQ51EMYLm+P
zy85dyk*d>2&E>1r<K4K=b*n44S^>#x{veuKPc*@7{28qz0k=_rn3~p%sdaMlTE=L<
z&^1_l6M7mGalv_-+sI<C)!XrQJN%lNawm0f6Mp*|{W#xY6Ao^S{RC-IADx|c#tg<E
zoves7K99fvAidVo3)mj?LZW;2Dimg0M4Q##{EKa=6+A?{tZqOOYN}UR*B@~!5b;Bd
zb)NL`%2Hy0AIw@4Fm&NyrUf6FA63j@ecB*uQ(ikW$Ft?uLRgw8_nlC(;V`?d*WtpU
z^O1_@SLOUE7=N7#9KJNzVvp}0|0PDbH}4C^vhVkdnb7YKDX&uO^<%cNUJ>HhrGLm&
znId5QS=7YVW)%->_nv8uQ|2n`${sG#8MFAMDg;>gwR3k2+3PWoJOWJPH3cN?y@mdD
z!ul|>eWUV87~2bsH+1>dYZC&7Bu;9hiR$|Gd;20}UYWI7d3|FbBAB!#=*I(dOwe1g
z*+>h23Br104ZdcWcnPwYamsdN{+d9Ix7`z)|7ju63&BhRK^BiCSKW$5B`|Zw$i89&
z)gqnW-AyEbr)zl{{>;`*TG6o9LXjt1v$MLJ&U`FqpFVoVK00?xHGjPM<N-U4e#2T#
z>jGOh)xr&{-I*_R&aXbfc2DF|YmGrkx;KWyYszAA`4FQ4G+oYNtLSw}7c~9Lu7O@X
z>v6V`zNMyyT+*DfP>Rn#fPNcr$}G30aXO%6{E8>8Xhr_+e*4XKP?^E!mFY!+v<K@C
zoiZogd}XSwLA&)*hEXwX*<Cls)f%M-bpg(d((&Hv7ov5o*+SDFo~8{$71~Akm(oEH
z9JWi~8o|-ru_NQH@yVtWR~5EjbXUqv;G<iKR7LZ%pgMse$_MEe;glax*;f+@0r@eg
zH%gmuDJyb4*s7z52-&Qlr?F);x4f1>9d|ZV6C%{u+@qi3FP+Pmu+1V^t=2-BM$)fQ
zamy!oc^e1!QO#!@DBLl=7q^1_R!;;@ckklLAs)a2%EGn+7VpH<kmBb79}I@iM`YE^
zE+zjct5!)wTvpcQhJrO`c9vbJmc*E;#`(waWK91#_>WqWO8AXGajT1&<eZo(#B_IR
zt|6d8{8W=TaaZ!n8GD?i(M>mFuLg?K0krYPrma4*L``GPZYX|SLM3(f{>*@f<-Uwq
z%i&0>GojpH;kc@l#Kd4jq{O+p=`uEp;Z(y?xqWoOM~m1vsvY-@Z<k4@PLl}mlYdnn
zM$oXPD`{w|9nKEix5lj-BZES*I4VD7JLW2b!w0ki<p})MW-E8&H?2a-hIhtYPB6QL
zfzf?Z2rRo`6*9+6ae33rBFi^f&;0oW-!&sU*Q8ZxiN=HGYAoXzrN@G(!mNv4%NZt@
zE>UIv3YXb%oF+eB&JyDPS?l<4z*gDpR{`q@&0&*Z_h)5T+#K4MG)sXaW|$T9?3^*B
z<T%u<F{5~zc2;rjyo>ys?bNeO`dy&7WkpoDgq!CO_zo6YQBSLql*8;dYp9BUA&#%a
z<>J$E(q?jvA8u;{!<lS4HCF#hWTS)YpR_H{f885yng+J~xN<q8vf%{!!_+O${Ho&!
zcQ5PVNopIg_&hrI#>(PMmj;Y+vsbJAEqIuPxa}m+Jz6Y(BwJTA!B29+VsK@zpnR9J
z4PK>WNgtp(`WPX9y8kX`Ns-bM)nAl*U>u|za#+|K!$xcsqMh0RgIHGUMQPrmf|4J1
z&X@A?l0qB<UBSCFt&LFW>(x`&NuqMjitE#2YzxIcRaBavAKMVC*%E8FU)cfXaXykx
zBK7b?Avjvpz#Hz!kihA&p8KIXqpEfN7YvbFRj}O(F1ypKm@Su*G7<KLCtcaZO?U^=
zE$_IEQe##~mUZH+DWY3WSp)M^`*^aVAK$DaA4Fqpz>DD!GrjQNgvMawl8cXT+zSq8
zCz&}~FhhLG&Z?%SVpb68KVZJGYODqZpwB?9MikaejStxht+WPJuL1E1q3y*2_#NYg
z_U-;Uu+^rgs2ZpS!tg;(U-R-|r?i-;$xc_JS4|{aKb%ilt>rcGnFT73N#W?X9Tkkm
zW(EW)Yx`)f`2oAvn=ap_S8NDq6DBJRu!%JFsv?z)%X{7mFR^+Sn%DomoNKS#Tf$jr
zR5iP0P=G=xD1pRBiH#wGW-RO`;ukHwKmGik)SWsC-aV4;xZcYQsepUeLJ-;31zQWQ
zAxPd@Xr@Tr#Syd$(Z%@&R$_>>iLp)Ox&gGriRLFNfl_m0R+rQc{gL5+_gKM|rlZVP
z7N;0mD_L^X^0uoJ#+P_fYWe}E)5>@Xr>gL^fM4cV<=w@;pNQoz1{FFpaAxvqokv8v
zSzQbo+Z9V;S;y`IvrBpwA(>etHsKc7<-%$#?Y4hKkQQz)q$*n@FKmi%%o5Z7{0(xN
z7xxP%`}Jd<*>RVde?^wZqMUjB?`qNb_?!ygj4u4wD;)83J?boZcYe_^d&{Y0JBK8J
z8xGFopJ;`30a<>aO?0Kq$Mn3(Vs^3OstaA}OwVc*_NjzB(<O1(f`*0fJXv?3!efzx
zKmXT`3q(E9CZI>xaFX<~|FGCJ{x;dv>r5uqzr$|}MQyszM>1Hy3}w30;W$jtU0EX!
z5DtNqlMkoTit}4{>#TG+6R!zAO=m%$=|^tH3g&nP9b@Y%87tYJ)cTy!G`{)<ioUn*
zgf1MHt-g<q<H0Pd46R_AUl$W?a9Y8opHsjt7j84#!$xcMG*@*K1g81Co*MOgj(aBE
zp)cQGS7~pO5bXIeg*=*ol+g0Z)Jm&z9{67e-Wj@ui<t+X-EC7S{>4X*m%l~%Z~RmY
zgsc=w@riqDHm$2`9lNX>m92fnPYY<fA(~h!>6>T=`NPIPl)es}t+{qXHPH~Esn9Qi
z8ma6H=0t21Cy&MhQ3J_Dd6?pn>IP-$2{EO9e{pW(%4T%pX=gU1*<ItAV|7!yPdKxO
zE`pVC2le~}w+b=OGIp!ls8+%yJZdwaLLi`jL4tBc&>FlJmJB1*Q+Arta1wHPp`Vnx
z&?U3BE7%WGEaKwj6p+p_1Y+`|^;vMQce>pW=9SgX{<-gB<3_8SHf3G^DD1HrIBFf0
z)ppPJhvDN2{X7h2pG5O;E)ED8|3$Nrkz!bhs3?Z4Iw*iQuNazI`KJS)55dTd7TPwH
zKaAY{C^uh5Jd*fWWtitiQUxJ!`NBcrOniWx-!^W_099DB(?@=hRsJVGT==Il2R09^
zd{l<zstwcv7Aq#NN|?M`GfR2dz(1*k1xYwG5?gr@82tx<SfbP|;|^*~Vkg3Olq)9}
zTP`1<Hl0oRjDj1X8{ah4zw_WvoCeE^RrUy&o0ovyqUM8?9^7Q!`Qf92a&a}iiJo<R
zOx?k#`|QGLXJh2kLe=0?O6<>BA~+A(&A44(5?mIfv;F`28v)-tT}Gx@f>RFc_xf7+
zptm8D(|`n+GhfEc4^|P@uo=w`lj(`VQq|-7uc_NFu!60hSN{_>&q=~WVsB&x&&Nl?
zC~j%vV(RqoXk+MNDr#zMZ({l%PX3?cl$ni<>p!O?T+HlT|BafT_VV-~TuQm>QC(8)
zxvJ7qa;?&;(XDA|(NJqkwfo!H+S)>*-E}C|dMKvXFP^?DhU);$1c^?f0d2+?V#f?<
z1?l6i0cMPb(wO6sC|U1%4-T{D1S#XwR)2aOtGQ1Gb$ed<-mL&D&bGZTm5y`0FS+}?
zE1$0TnIbVQ@aL%QJ&YVs&>3Y}$)6DA|GJA#CZdIum;HLQ$pNKy{6;gXv)l6Ypwn9R
z2~yZ|-Y*KCmFvzY_WTuyO20??Q+FTZ4MlA7tc`@f$@$5lTJH`%`J4(GWn??f56bjc
z?LdU$&p#7C5aRCny(Nqv+6e&Sa#o}SzjZO!{j@-mV6~^Yn)pZ{&5(aUAv#$qO|cj;
zB%$)%-t(MSYyI^;YvM9}X5{a9U0RO!KXtu;-s2u;R$q6&wtIvZz$JHiJV2@%`_1t;
z{RcSUC5E@Ji!9|k`VM9lCI*1?PNl*T>UKc(56gvE3FuczLo=lJvDAxu6>UMZBR}nk
zD|JY4JTys7XfyP@)z2!D2a&VjMF>lVV(xgeBGk-L+3P*aO;}?#(eqhoT(~0ne0~|?
zItfn)h>hz_h$ptqzOXD!PlP&u-5LZ^gGN|<EFo1iFC4pgECx~J_A<vmgf;gnG>$(I
zO9QD;p6uGM!rz#)1*qoorMXtV=r}&_F5ti96R<wh<YjIJzDUx(M&34_^R`~0zXsmc
z-o3BVuCKObc6U0sXLj0O=s&4A%RHxL`381|<E!819`@f+>hk{hJ8Vt%^~_HA`xj*O
zwbqCBbux{9eGEc=Ef2EAVK*bhLU|1~#J341(1}qm^85n--0sf$vcEfgPkBN9?7G8v
z&$@eip1ec3O*=xlv%PzspU|%R{hgZ_bKypJj%|@ZwknwXp>E0>K4>SF?ZzMH^jJR*
z@y<EnuMd|~yg$8D_Lo|5oWG@8Vjq)th=721nExk%<h%0@^?u)H%&(U^exkj+A4$J{
z?=BRCpU`~*U5Na<?RoC|M^0xyd?iGFF%Tnp#v1)r+?m^w$P;*-nM*0U_|qF)AcBJu
z_8c5X<nu}5i~1dIYsH=1<!XeifM4Req8Fne2}eHU86z&o;}g<1Xq&()3qQTEl%&bp
zh7>cmUz^fRep5h5{+p@)&h~6?l()!d4}|yAMb7r*MTuKD<(pghqs}JL`m~WBFH=j6
zowddL-tw%*)=!K3y`L8CcGPSdoT#@byWVGBBEC4@A29{8vku0(>eMa`z(vg!;<NTu
zVk`6D_pr`o1z^rZ+ah~tCL>2E{`r{*63)5Eg9^63Iu0U~BleY4!kutriUeEgygHL2
zADqR3=3>f{ON92R1-$ge>)^8rS4$G#$KM{qM-|*queVMzT!D4gw1A3ChJuP7PA$Ka
z1PKKtS7ok>Chu6kKcU5Exuw@^<8L2EexV0wY^Q78jOUDXEo_N9Fmb-u5}zX`Usm4{
zxgj|v$Hi_nHE+Cp4DNbA9HNFTcu7PjXIYl<%nPR9M0vVR1iGWU<-31&?sVe)yNSjj
zeJx)cjqu2=j5t3L)QQ%kOJ_Y710O$dyz1N%WB^b^LUb%7%}(B?jxQALjFOAi)TDVb
z=n5`#cEH9I|8Q*Rgi^G(kK8G<7j)eijfOg-Qy8XobA>di$^0^_5rjhl1uDrO>%rc3
zFD-{@BU(_(L3vQzE`?4ip_z&}Q}iLN`9vqU$pip_kXXU>aJNE;6Rt`jSqrkoxB|HN
zfsd1OlJK@!`2urTFFP^sS)mh8^c*qyf~b@5^6xQ%lOHE~Y{9(|wfT;0aQpnAnf$VX
zUIC7os`yKx@HsY~nBK_Tz)Y`lGW*SMe^CZ-SuJ?G|I*#_!rFfIb&>ash3IL#EJ!`v
zMoI6KC|go|!cD!9Pn~?5I^@7l#GONye4P01I5BZWahu|Ae5wD!KcoMGLSA-N^y~d|
z?o#3Z!e?Rs;Iq=vu-8t5{MORWiK{9d{f64^>gHkXi}C4kIrp;85X^0>MN4+tP#wxc
z4LA{HTvM2k-2k!+VpvwYg5DqD$)Q3dh_wL35F$Z%zXsV=p;si~B^<5Sg2UA`t=A&@
zk1G0xWyL^Rr$!>M0kmF4AQ!`*?MJ&Y0VUu)*I<-Uuh<l;T|<6Q&;lGkA=tS`4Ouh{
zVW5M9l@BG8LRL}?8N6qV0xRwBadET`@J9Ht(1lQbv~0bI5yTW?>Ntg;m85k@3l)I_
z2@cxc?)l4?E{`BK6|z_?GwZ=@u2f@fTn}*+UeY!D>FkbTF%byO2{c2K>)cBwe%Ktd
zlm4lx@p=YeHefM~HTK;d2<yO>O}_{|s0q%ryx8yxPMBJ31@&vn95x*X`wOXEPXsSo
zaaHB7IY=durZ$o$8fM=UvKuU%NuVt0`u3Va06$3BqqB!s%Pk-9MtJMp=ry?bt-=$i
zXAGZ^dFnB3^#le+PJjvy(ePE_Xzk%OmXL%51b&u<WvG<9hgd%K&t7v$!bq5hXr%+j
z&|O`_KU(5%P)0-WKnI@rAG_aVj0n&~yxmvHF5n14&&rzvzXcaVx4ODT{rln*T-Cr3
zhZt(mGnD`K8Wag>Ha3U~J+2|_{bZ`retZ5iVd&EfKr7525?9{=jXgq?eoBmoa0l^-
zHv5}dqHPQB@hRZhE97#HxKS#IBm2hMgGi@7z=$z@BTefU!BF#%PUYg9?Aj@Dqn4lp
z<R5^Fx?m{Blz5bhSQU_PYc+OndY8TdoBS!%F<-E3c~QjtXMweB&lcPSz1|m0>ct$~
zHv+>`T6sh!K*yx=J^vSt_1tnu0iuLKvl~*dJ}xFaX>h~b=aY|;C^oa<Hw2}|><1HM
z?lsH<A_aORWhVIqQMI`<*dh*zHYVD8*nE-CR=Y+n(dE5Y4%bLnVV%F}sV=T{^kV1I
z>gPrsOa^h64ouQIDvhN^9ddMa*ynvJTc~wzQ$IsXXYhh_LskREz&2pi!dy8Kf9O;)
z2Ib&G0%;&&pu(5Yvhli`S@_v7Zr;ovA)!Yn4N<0Gk;qv8%O6Hp+<qFj9v82Eu83iG
zRyi{cJ)}&8c3trZ`kr@o@wc~HY|OE;$~zYPfK6cw!%;~0$rMJ|FF^{87LZ7ZtVBZQ
zD)?_3xlR9ZNK&%eR5VC~xHlx>XA}oGzW7jDIkhZ-y#!cH#QZyH4GhDo-m+u70Pddv
z<B;lUU;ceo2!0cD0Bbeb`#uvktztSlEm^uzieU$n7Lgk4QphEli+=J9IuDgfcmrNA
z9&$8-qb6M7&A=RYKq_Uh0{+0y<7uI2{KGx>T{aKG64nO`m^*2g&`+Yx9bt8Hbhb!=
zP#?z5K?cDN@V`dQC-BNh&BuzYA87M)E3;fZSTRhe7BC+)2Rp*-HaK2*6O62Dq#vg1
zk;03diukiL`@a>?K3*nltswcqo+Lf|2{zStb46jvvH3x?U{B4$YY|HESa^!)1~dpP
zWbA^*c-bxNvvTm}HKJTenct!ue@0NF0cqk1DM)zd$q4Rc!_Wvp;R&c-==>2|&yb%#
zQbhme`-wTbK>21Aq$3{@jZ=;<R0sQpN$=|=`-!E}d+WGK{3wa1Eye0nTu;H8fJwHm
z@~JdmBG}F8fSu#~)-rd!%(57S|4~aAOPg1v+GkY}Dge*hOJT}1BF#*X+2qnCyRvJ{
zbnEjx7yf<gdZ1<@EyeJ6_;<hNpH9SaZfKuBx--(^T;*~+2$nE^;b{UW(rD#?x7gU&
zDoP__b^tNih-OlINeW$!c$v9b7O9Hj;oF$sFsC!Wzkc%XR-Q2=rpr3D=nRslN580^
zc3u{+>E{L)al_FkIGs|k&-81^PSk0(h?TWjX{Z@5ozqzf7Pozg6!t1l5cWAobEw-q
zB0Sp{6OQ~$KgUkuU%9gCk}#j2V~J6+jCX?Wnb6(pa?$q*(SSDuPwsWfI)y?^3EDgv
zJhuZwNK^Z91594`iU=rCrr|oApU8WkmXiGd0NsEGL40DU$rTJK(ymK349rAqij-;Z
zw4)`9fXKq?ZtJKhrw&N>Gt&~`3?o_e16o$IWbpTY7KeL)B<zdN55-a*X*{&rT7@o+
zeBdyLynn%imOmKmYuGcN*X=sH4(w8V(C%B)E9X#-Rcs_{jN80bCTuID1eEO`$n|lT
z1`Sir3>&N1Ui;Hmp??!To=gPo)ZW#CRIqMY8v&*Z&L^gSb^-I4WoC+VyZK8UH}@|l
zr=BoRiAsaO%6K`tB@El0hFchMnucKFl9!kW>hsFZ&DYWee)|)Xqo}*>WLweR678si
z(e*fNd$6(!aaR@k$YCgRS!O7bN<$XPV02NeKt&})^J^4h>mRp|L$bE|A2&UR7*A}g
z++l@*1g?h11v9;6RLg00U#|{te_|-`)o2Tb;Cr+z$0lTur~PiHoZa=#Im=8oQt*S7
zZ0CQn!n5EL`#v2&tjMp3s1>p#VfBKi8Vg)N@n1BE_N_Z$QP7Q5-<`SrQ@<j-VEaa`
zHhEa1LCUORDs7JN%$iYAGpHvcKoS|It?k?l_T}o&b!~Z7_gpjTTl>~u>=MMi@4l+{
zI-Br6OuY#7HO^fc&2(P$;P|}_AME6<IUG}|mi3z$-nw~x@8%~se5Hr8L|_RX+7)aJ
z@odX#nXX!2I2yo2qr5jIHaHM>slx&Z7egN7+lkWfxP~;aYkGYrQ+ASOM4u@~ElXyJ
z#+-<HmYBED>%1sI=Prr9sf@N_n4l=*s8AKhYSS65ATd{Hl+F{8J8(bb*g||S9k3$c
z8VaI?qo8uUgAR_#k+*C^JB(>K>nH_kLyC(v_y*QJ`^8Nr*irH^0IwP0z8n3(;%L@0
zS8eKdjri%SZ!$)wh|f;mcFzGc#|z`zc3BHFj6Xb?xXMtJM85^p2{1D&8tV#LW>$&$
zo%={hWt2JTk>)X;v(0!5l8O0-Ohd6?r6gVx8e?%x>5AQ_o`9kw3L}G-@Rp|VwMUqW
z5X%fwD4zIMyRNP-tE_ykH+aG0)EN2-mV(kto};JAldQXYAcAv$`M>$7?}YB~5%Te%
zH;<<i(Kd-^UP_|y-|R!6Y<m<li}fF4U@TH%{i?KmHQmk}EL&I6*86zAQ1(Ygp)59A
zs}|K(v)f0n7pE-tg`gj6Au4S7_7Qyw(a_R)Qd=m~PR<}IXFPW{K#Q+#`k3XxP#Y|S
z%MO<D;j{prXvrhP+yW636-Ttxax%jfVI>YTPM)?s*QME_Dxnu3K&ho#$zcVe?7{ON
z&w=>2wwDs{sFF|V-$~2(d+%n<xn?;8O1)Q!MqiM@zH87*(X;xcgD!7-CVcO4whTsF
z<76mTdl)nFQ9-?RTN!rQ{_i3bVT*^QMnFoW7gnL^aE*oopdpyt+K8fhv~VTJPjQk>
zLois%Rz>p0i4?jMj1V+jQ`g#&6s_c=7*sb#-%73<JXNl`nX+r_-paZgVgZ*v;_Obj
zuS~IC&O||Q=`%x8wLndQ9HEh+3;fQ?Nx}F0!j^oof?HR3P<89F(Os&Xo(6))TN-Z9
z0RZu|f6h%+GsjF#cS`uXJznslyafFl4wfYBa;tfA+4;PmXG3ea@kE-Qh&?UovUvWD
zMPq_H`u?viWncH}f>*%2?tg=-e3;ja?hgOMzH>ou-ADW?|LQp7fEIZn;=v<<&P5Qz
zDeZj8OjET|I%f-T<>F9#cWYn!B`Psgcc8i<_+I+_Y39<OqSnIzsiS%HPtAiRii-VO
zrZ)}Y`bMUZz=pS-`ADN(%@|iy-IbvCN+8Sh{B-pZQK2sMrys(*ry~8@?{yvBuy<P8
zj?6y`^yEiY#~*%^ub$>z6i3WrRS@we4ZGMH)_a^+wBq<V(!m9vh2rV-<7~{yIxM!#
z>C-L=ywiVUGn{XY2u=dkW(YYBmyj2;+j)xw4qnjl-Iow*&%C9wN4QT%hiET@M`a~j
zC>W<W|5iI^MwF3{fv4fvBNsF3>ha3M715&nEx(UzO~z+iOZf{mDS(B3QpWSNR=nwC
zRq0Q*7B>z29vpM12yu38u1enyuLC9Zrdn)+d4bhopE`Ez8jG$|2%O6R9uZ8bs=7&v
zmvNVhK{B39V!IB@-(x61Q!qKU3GxYcRO!m-bQRXqrNyN5T|{ekb~ycJ^-byGsAZju
zs8PmgmFKAWZaqZ}|2KORkM<Th=W^`CO3OSxK-<i;nzYQ#d8G65wzx0`BME~b>iQ_A
ztQAv(P!7R<E@KHDAmX6*n4)e|P0LVwvAHnsQvc5vwU5NoB2)wZJ?B8mDVfbo#ip8p
zL2sucYfJ<tQ*hP_Ug{d6Qm_6@<HJWuMhKz)czr%bm9wdHbmkeE)Ge!5sC)aC*{BSp
zuK9yf6;-}Ge*Twe9<^5*@0(iM85(jnqK8nd2R3}nP$btWlnUtG;(9|qrB_Gl5Q9*I
zPJOA2Knf{&Gu|M-7$2Bynpy}eCA}YbbIYx(dL&IFJa1!n<JrXB=J-+F7-~uRV;-hf
zqU*k*{j}~O4a|?>Tj=!qraWqP0+i3ezXj<eHZxfGD7bYEsNX5k7Gv$@RV+Bz9?}+N
z6OccYTRv})T$5@tQoQwXd8{Aos;hC!pT@vO=BlT6xZ_s@dH{#Jp|3d)gAVpvJzzyT
zfCTD;qNRt5z=8+aE&^rkNpIRjLp<D2Im^a1rNnz~-KSPPIcnIW=10zcbD?N)L1MnK
zBHWl)>t8HoEb=Dv#udsHR7#ei%e5uBYTbqTnDAXeQXxl5$sA>m^Gz?Unm-tK^5kEh
zk@!-6AK$IjYKj;?LTN_9Iu=R+t>|wiRydx5r%$O?^hw1PnS|lX&vm<h-UZ-bEdSfs
z<M4MapKUw8sm+cJSfNZ(;OXEQ+BxR^1a;X>={w5X#)7k@_=#I80MX}@kb1rK1+G)B
zh-nunI&Elcgi=f#O*?A!*KSv_<9Ju5Ex)}e1UL(nevg;w=gvnYx(7<n$CxehsX7z}
zOn|9+Y(;C4d?fV^hG>;G%9|*kYGJUgW(Js2W<?}g+G<Hv)~AUrie;!ldmbSk&g2);
zP0y6Gn%BgLHJxEgs<2`Yth|V77=e9*(gKqL(@KE)A_*^7)~>>XGMlXYT{aL><A_Dk
z-!M@=2VPz7Uuth*rtCE^yGBn`R!MQtZKBu!lSOQYjHpVfH3@U3+wwraCN3v8+mp?^
zy}sb{-csP376(IcMs4n6PS^5?q;kcFW#i@I9>d%=AWbgf_RDfMj1IO0>8+~tR{lUa
z-04OckI`J=cwS$s%p^!Q-=sUHtk`%HQvwfh=7JkCPd+l8+uZTdGfeV+s*|9m=?rtt
zhLjq@CK@*ylArpyUI700t_PVOu3X9t`#G}O`{fV7CI2)~DzHet>p@zcJ1g$~SsZ_i
z*ub)0@wTvb>(iF;l2*Ize2w1N{H^J-#JpFjt7S%3IeT*3)vA8XhO>!;0~vhFDQo(q
z>nTR$ZM(g%)NN-$H?oNl+wE^{K$7$H?LMlIzF>;O#7@xBhXiZnWF(ELpV5z$ls1OA
zTdv*s@+qmQ!eY}?q*Ij&1x5up;Zi}(#Q8+(I(myDnN}5#F(uRFAKA({H22ev1f*`_
zNfJ0t+@aZ9GgwFQbq(dbi5Wck<NGJ`qnf72)#GdmQoq&MOn55Ir3v25hzN|#A-^{~
z<&Hc>AP2%@(dnJH1#CTe7_>|dv+}futd^eP#6^94h-L?^(GlY-ZCcV@&@@pT5$+$A
zK~|#?u8t>>2sVvq3i2IQK2#JV?g}U`?J5pnt18|5dOa9t%)D>EWiDUs#lRsQ=BdiL
z930yF8a_QzwV7Dvyu=Q6cPEoe2>teru?!@yp0)gRbn0%ep*D1y+R#g`H<h@$&C~60
zdr3lZm4!|^eZ!d6EGnT7=V?;587;(gN24f9T(PCATV2Y?(^}G{R!PNP!@y?+wzY5d
z^d1fAa<ecPzUa4Ix~sY!#9lbp*z4ohBF{GtgUiR3G_0K>p*Qq)J87c_vfBg`ZK<sU
zZP9OI!?##yQ%m+^=FeM6ThX*G>qtwU`>dWLcUI&R!yqLb9DsX<*l)~=7jSH<Wnk0H
z&Tz1InpNQggSktPxTjmq99g4aURKc>FVy@6o=ty~URWsXr!&-DTI5)4YuX`60UkdQ
zLU5lsJbOs<V{*@A6Je`JyEN$=4mh!1i7fzPL54L(4S12{l;G_f#S0lJiOZ~kjk)W5
zF=b6O>F7KPzv_atXn*z9&=^}x&JR4heM!UnX11eq1vD*WY5jd^!4q@U42x_~F4X_#
zIgb*^hoF!m5In<rps3XJ>+g-1Mct3`G8Q4HNZ1!$;YK%(GUkOND-eQ|zWB^q+p7@2
z*ozG%hXC^K7h@399Euo4z7a;`dQV_RU-oUsXfB!TOczFrtFL9Demb^{`L_%F8>baR
z4#=jR{U>{A{%olj?y~H~bl(X%+a|(R1*(T<8X_}SDwkxHP<hFQXx?c>LLX?(nU`_C
z<8KGQt?)w;63gQ-{(1@646MHXLe#RU{DRvnt4q7|vs`&RcE?P+@Uwh+JZ|%jqkt*v
z+$hV`xxxIpo8gpWTO!QaXu69D$FGW;A+qFd8dC3lknuhz+W=1fn(6n^gN|~AI!cOI
zE`s*IY;_G^QQSJeZrvQ}NG2zewz#;TAS<orHc9l3%84dNiEiu>>MF3|nBeE$2-Xc0
z(ZH<r34Cd0&m>S^EDsw+ValE%WJgwq5C5`q_Np(XbXDa9d$sJ3Hs|1MI}FH^;<cjR
zP`ZL&Y%^oev4clcr~I??&uOn$=IpsO$?b?_@*~2#3Z}^?W3+U?j@ZJ_M4kOcdQ#ap
zm>r|c5Kb8QUD<xHnqW4)@7Cl)`9UR!0Jym-Y8W=CYM55_ZPzs<9m3T3(k9|P$S&VR
z9&V{L%J4!Hyq;j18Sh(cY{5B~0$2%DmbPI3gI3_X0GZ9%ba(DsCZBE#vEXX`4Q58K
ztZBz|iI11+ap_E@i~2%fYjS3y3x-5@T679e<Qac%r;fCj>q=>@l}3AI&4XPG#X!0Z
z8FRL%c_H&wT83usAtnp3bJ_FttO?62Nv&W}s9AYB17qsQrH-tNl$U~{s5?i7&-U<1
z<@+7yHT{nR#uRJS^;fzV9?zs~weh5b<amq*k`y(u3YE@i#NxRdo;<tY*n~4Dv(PZ|
zrRoxZe`?g(6H;Rg=aWA0IzZ+XVY~vZAK~KAVpSBTUCjmX&3s>q6kKyJ*hO(iXhP+C
znWU3BzBPyXs(d9Ny>M4<lzGw?xxP!z)myiUoqmlxMR2ihE;(OuoV+%Se_Ewrx|F4S
zHEvJp77alx%l34rhWAj4J3uS_$}{Nj<SHQN_GRIq6Ot&UfPO)V)GdW}UKC?Q0+AcZ
z5<a44z!fKJ;7kP72rZQ_Y*MX8g)pH;m^lZeKoWqNM{U5|qFF_S{VX|0I6_5^U$a23
z0Lfd^Nl*d?q22JX_>E$?tnpr;vlZh_re@tBU3%_TU{4lRBIF9n-eRup0Up6evE3D-
z-G|o;Jd9O_4bcWPNoY@M*c^@*I$Ex1!9B%Cw?u`H6yddI=<Vj!`NAI*OQSYw_(9y1
z<AKa;F+O2i{~b8#zPm!0X-_8iV-j@{42{(38C+CcEfrFH`aV+pqeH!Bsq*xDMf0S<
z&!6>_<m8m!>g4J4hx-z<gY*vuBpLp&7yHJP9Lsd?0S@jAe$T&s(=lMe22b~jS|jBD
zC_bDIxmx`N{(d(X_y-JH#6Z?^cFfY=Tr<&F*BoG$LYXs~-=A0`pn3Tk{*=nuOQt-&
zy8ugt=lNv*T~^NT{w^<e4*hoNn_qO$oaF8S(e5xDvp!blLKb<Q<@1UR+$}Y*AEb5=
z3JD8(-n6riP}kQHE$JxovSvQN;gvKc($hkoGwo3nXATw#CSy~>h22h7FqWV`Kaddc
zc84St#e|sJ?Dv1$7TE3kfGY!!fs*s<-V~m7COFx98Xi-?&b$q8E%`22)>=j+S#-A0
zxlpe7CqOWUlIUmQSt198;zo@`^`iUzGr1!VuFj0wp%8^@#50jhw;W1KOkuS82b0Jz
zRnOLs#!}XY+x2I3M}Ef(fEMr;RiybQnDXKW(`vo0dhiY6N6#iv-M0VkyM^4PTVm{?
zj5Xm);AP?;Z;0jO(T|)Zk%3J}Zr9hkA2EpGdM|m5eh;k7zOK(%zg}0U9t7?lAE|zL
zv{N>DzK_xDMh|!YmYllAn%I{Y#6uYG#?tnLQnUConIPmZb}}}rhds0n)mzfmQ1&JM
z)$%FqG=}58v6a*#H`u87Q!5c4LIgD?eE*YM4Vn3zzgl=kiljOE<<NfxKP9?+zTUv9
zCP)<Qb1ZP0T7e)L9d1>OLNo>MY0^o{ZmtsXdi>NjvVfU+%)M2F?b~y1ND2=$a4ClP
z);(v{#SX*O03&xD)DiP+urbb2S&Uc4VO+YlD#NcEBCp+NRzk;?s-ThS-_o+Mb>`mI
z+WFCpZ^V6;>)Pqc)8yV;!0NsIC!VbuZugsTNIeqV$~TRG{utO@uw{(hUTpT^v>1vF
zWHX|ugMO-rXQf)D%P^$X@)oEX4vK~QhQu63yQix)mD(_cQYip%t(j4yuZfwx?#bhg
ztxCzET8APBQLfdLBE^<gUtm6w5gMIZt&-99yZ*}E?x;*zUtghF<3cc1=S*};W)hJU
zg=kjNG|ef^Wq;~?<UoE_b_qz*Z3U_Bw`JAOz#(>sF4Y3%s{2|@YrU1;%n72L5~oP|
zGtg%z?$Ap5iMk4QZ+79oMkJFZ#LG>NW_NA5yVjchH?&v%_Hc=#|A`ym`d@Pc+}xZj
z|BoABW@2Vx`fuRClDE5$^2*0!$J0b2oo1?ucB-wRbZb4*7(_iY#}K-nM-UQr!na^f
zGU(`OWK@`+!r8Or(^m6{>y!X`yv6_n7E3Adg~X+3GY-oIj;Lr3$)@_9<ITF*z~+~a
zPY;2s;|2BQqGRqI)=Tc4D?Ig;$FSZQ-KjC?^g&AZYRhxev#Jnh$6uvL3{vK*OxO<!
z?pKlQ$unRXd_b>OH|5TQr)UcD+6$}mVzxJAon~}sDe2JN8{mq~s_-fLwxHPW&e)%R
z<GOtQvKy&m4{HQJyOvvPP7805u5MlI_0`Gs;q#xv`Tji{A7Hj(7%_jU#3Mo4t7}-3
z55%Yy7cMqW(b47UPH5;P@X5AZ``8K%{4TWT?%Cu!M@X$!pGNU(C)zi>C^?7e>iaml
z7rd8vB_%J)s5WB_^Xk-=?;A}w{A%0rX%cuPv*SKCC5lu#qD#(8%rh97q7lIR!>QTu
zj(;~<7o-pN#XQIutS|g3cKyAdF(3~{0NxMso#`2HWRCyhss_sjF_C^Idgit(MiQA5
zmr8CX>Kj2Z7S{lukFokq2SK#pf^4jdh+b-n;)<IvhkU6s>~Kr?0)3AZ03Fh<0Ll@*
zKsD+@#er>*1=R@KpcyrxW`(R$4?_c9Lp2yh>rl@_G=RhS0Iv`(ebAC{HM&s=Dlp^(
zyHFY=2jB^@z$ugksR2?E8e~A&fK>PfQP7AmWGF1GV=ih`$Th+o-LNnK8+MLdv<USs
zG@VK`81+GT5l#^(8iTqdJcU&#1(E{LhEU@a%7D0qpF^(U6={cU0A_H^${;-9WLQPI
zVHZGTNIIox0V<TR43<$OYEtMJ4yimy2jCQP4a+PEiV&7TCDjJe0a!wD8AG%|h=BP}
z2e?0&q_Q9tz$n}wR8ldJ2_P|~9wC7`L>2@I*b4<=4AO>(!8V~b2&adD&<3ePgg_R6
zd*PFiS$H&x5OG*BSWQ?-SZuWUa#S+mZ0tQ=KrhxF0iYLq4+!|A7)}%R0Sq4tzbk|M
zVQ(@}^WbkHP`@KMN`c}+o)thSAs+gmr;z6^RDX=UI^k~MuztvM6Y3T0O)IKD`W`)C
z8*>i{pog=^4$#Beixci99i9~KCLfLxeis7agm~zIjzc`uK;|J_G{aY+&pD{_2she*
zT=YFjKrZT@BR~%Jh5$f}v9}^jh_j~%AV%9W1Q4U|2?2;v_tH^^gbA_s`~b1Ajv62l
z;gC>VbW-wRU*S#QFu(97{jd<gk7AfHv|SnmA-qX5OeDO?Fw7Y8+<_{9Vbq7(2Ip9X
z+6L>`geriwM+vaQ+@liSBpH4X)}b115!N9ajtgzq0#${yD}lblHOPa2A?-RKApir0
zQ5|X;yki6^4nl(j=zp896AYss)E?n#45J!U>yQ()Js*G?LW2}2MYtNZP#eSm;0ZlJ
zEz|{Z0JK6i7=~E@S|J*=!{`8P1T;)il3`C_I`lzC(I!-cPz{p*<f{kORd^9zkxaA&
z)j6~ry-*1R512r?={hv@l;^5hjPO2k$V6(6Qo;#cFe70XtU&lz!o6T*uqjmWR}=@;
zmTVngE+?2&d$8g#e_AvP#G$keE%ku$kl^Uc)q;rS6|sy~Q$lJD@&e7E#8ruoFNs!x
z)X-~4&XD7(1QQsfT+v-oTQFMCTF~jKw8S5@s9TaP;O2}9NfZN4_zJ~D{R+(rLq!ol
znIQa#BaCS>E0Rj8O0r5MUMr?B{KB*PBJ7F|QB^|;BBc~V3I6h+^6c{H+am@3?+IyV
zDd^LbnPL>?=+pUU6rv-d3lWi^QbprXQK-cUl|mZPq>2WgLcYp0>12@uK&B{Lf(5uD
z2YZfKvZQS+l@o@k!osO2L*+5K6qytSzQh5E6kOR<a8qJL;vmgkLL&x6;+%N0;HXC-
z7b);i6EtNKO~HaTqL7;~CWtBP=|xJEz>&QPs*(sz$`ZsU4UJ|gAtx<OWRqem#7>Y?
zKI1L4kLWGvuA_Otn(G7glE0E>FJ2I){y?Fkhx|xV`XYIaK2e@{3sL%xkwf|ly8S`^
z8W4Sj(Iav1Uf8FY(5G~!EA<ho<WK1pequZEhB2pY;*)fORJanMS43K;bQULC7xMSm
zkeV_4Z<HV-TF=i>0n{GBd%ihml>^N}^D&RalPA$WGOx_Y_tX;_mLHP$kaPQ@R3JYQ
zitj~>brG=`{8FBAsQfac;UHpiuYeQWIi?gosfxFVSX3fP9!$A=quD<Wd+4*MilCDp
zh29aDfX;tz;kmlOh}DM@eI=kf8c}{XZ^R`@XU++Zr~uU~-ke|IMtOsFMT$1auCzN3
zeM{7ZY)-y>5GlDc_k^d=n&t}M>hPDSy7IQFs5<%w$m07PmddS@6cW0wcyro`Qla!<
zD@XLlUVRNwbGU{3>T=8?Lt)e)hkz1<AptVM>0o^gY;%$YjOvcu0|UuAcB^aQm|A6T
zs0HgBWnqjc0qC{j^hafHZaJsTxghYoyrD(K2}u!U?nSgJLQSzJMHE<WzNOL=Rh}f}
z_Wz|a*sdU#o<d7FSWiY4=2RH0@UFZo>O|PjswBe#Fb7^(>JWqiVU0-T&^CiYbq&SK
zm|ah>h$=S*wWOTDQ@HK`Zbx2>FQtkxO<}CcWk_{PI|P>&L^}wF6Erad2a(_Cpo3+B
zoDerAt%4sr<QvGArPMUIOrpdZVHQ&3LzIGw6<*_<kV)JMEhuJqZZyj_0VJn|)pj<>
zmZB*8cZEUHkXkR`5aUqsL8ns~IUyWB>tB}fvjmf6lf{zpTAdhUsGO9u@D|N@*pCX;
zvPCUb7*i|=6N0Hjskv<|g|Z|KCt2e8Z8VXk$Q#ipP)9IE6rq5s_3?8un9?Sskp+q3
zw3Z~sYzetPC5lTD6;+f(#6y2lCW6xK7dI~taGBk?<g<8lc7*&9d?0*~Hq`4s5T4PW
z!Ji2q{lUKkx6Ob0!~1~yAZ7=BknM^b_y*j+^?Ud41on;8I()LbmE7s>GWO>Mx*K>C
zyi@Jc@5&bMeCtE*hVF)cpL6NG!&<;Rp4?57;h({g)tnLd#waLYf6J8zkqeb8^eMUO
zXRo#YPISL8+ZXCL(Y*drY?*Qgw;*-AUy3z@QT|5I{DgaL-OuSom=^~g_YLJ&wfhgu
zg<~J4(w!H<Dd=Nn16(fnw~v0b10wNl!0KQ>Dk}ITtDWn%_2yCcul6m^HplS0e8;jo
z^?t^{t^kPsoPMHFo#Vf|`ria3a`FP72!6Y7L;C{n>HDW=1;n&D3u*}FmgNn)z}ku1
zk=wD`p`V%0bYmWCS*HFEW8WNJNzn8g+jg=W+jg?CZ96%!oouwRt&MHlwryi$^JZUs
z_x<ku?(^L9$LX%=>gt}Jo;jy#s($6DYmsvK7HbgXn7xB=gdPk!8J;M8L{PBYqDAF$
zafA3o&&9FbHQm+Mb-RtwWglX^zO$^*wD%Jq(zU&_53`6B@MwFhXJ?o0TjpEmJJvJt
z0l6=w-sDwdo8&v!6X`QC7#NAmMwM-wfMAnA#U>fgF3GfJzH+=;+z+^Ve11iIc-GJ}
z+7i$!mSbj~e{{(ne<A6+I=&Y6j;g1sw)M;&QEb@kn%wfV%k;H=#QC&zvQxQ+`5X<P
ze%lzx{HP4b{D|6h@zt^~^L4im_g(41_?+Dx_#lPEd<_@?{&c74DsEo6<X=A5Q(xcL
zv#TEA?{drXB{+v4aQ=7+aQ;}`we+3nvHV=$rSc_(m>Sd=Y#F4)*z|Ybn?^m1871TP
zifY2o=3*H~cEEF`us=jI3*(u|ph=vPOIjq=OYt(PHI(&WllaPMGhV{9mfi3<@)4?o
zdRZqoUS=4Y^g}JzaL-5zV18)Cop4-1l*J^2U&cI>sbbP7VVXWirsiW9PiGLeA4fu_
zArMC3j3C8kmUzP;{bYh2pI@e4S7f6;g)tv=7bzt)yD5Jt^l@UPi8p%z&-l4Z>i<pR
zMZr!yZY*6G+F2%?()+s8o2H?hE}@kHN%i4Ujuv(?2%`DnS($f~RXFyyna1a!k6br<
zy2e(ckEIGAS~II**tE`=EjrC48#|MIh|9?2gAu3f$*@SeiYYyVEY&w6E#XHtG{(i~
zdCK4+Ro#q5!n^LCSKc|Z$5@%y;QENlC)=d3SB8_xRItfA!7x0*eWbGd>TtZ<H^|Em
zc=208q}hn0x2y25ob?-@_IcCdXTr*xPr<0WPeH=Zu{MtW>K`DEq6fTBI)^s;n0Ckv
zK-y5}U@kyw{;+=5-KzSq)!55m05CS7_im5hnCg(_;EO=K-Ot^Y`smdt>cCE*Is)X=
z!1bWk0@T%b>JarnQvRgfhD1<cez$%ieuU-_7$C5IWWSM95XV7r{5*am6oXs(S?bft
zgDZoe3vkLqj01c5VN!sbg4X$^cEkM!qkt#`73pUAjYI)d2%_XSBES~|xevnW2blsU
z4MqmEB7hMC9Ray601<=G3`8CSkq@#51Q`QD0xIE$FAfF}06{|R2UhI{N%2?j2I~hB
z?FRY*>LCDW?oT1WY=)K%Lj;P_tzHC{&H|DF(FxiK-U-|Z(FyVa?gi}y?1k`#`UH7}
zeMNZ%eZ^=8^91#T^aSKa=!W>jeZ{_A)!o*u=f@9v31kcE3$h8a3APEO3#kjL3;qGs
z4$=<S4%QC!2J8mxM&O3vhT#Um0sThsgnz|yrL|4DEwK%~ZNCk6g}cqTz0_^Lt+0)}
zZLs}qTW}kA8;b!B5Bvf$3Mj;1SO5zPM5x=lyQ7=8d!t)$`#&Bp-GBb7Euj3M51>uJ
zO(0D`?4bPMHXt@&J|OEr+KAea+OXQ7Z&=MZ%`nX<Psr7X%^=NqSYULZ4<N}P$v~KO
zlboQl1jQTOblczcftrz)q0fODK{0{W{3^OJ^qH%nm!SYaFaCV`ywkAdpo<_@egxZI
z`mEJ3>d@stt^RbsQICOE{n>t_t0T~WYWfv)qv$gtfq`_pcYp6jWC4Zs2Nxh_AWVUr
z2Xz*pl?PP@b@ZqDjZzFWs&VA|%=W&u*|F{G3HdqpI`m|{vK)zh37EYxdFmtIsECNv
zcAV4`V69y!&xYSVLTQZF=_4?ys&i??Jr!-t-Wc&25jtNwZ#qwOw0zei6Kxc&Fkl>2
zC^Wf_i1cChu-uo`=b(C^8DkY6u+lc8$xE7v?lOCI+fP#%8?I)H!k%v>dj_w6kUP0M
zX6JBd7-!M!pSvlTHoce3KC!`XvEA?H1T{C70WfOyCe>oRp=;s}ZjGqcs$7jfmxojs
zSS`$J?pOF-h+1+=8h9$)rz)PQ(`yaAEJHNLTKCG)JNc3f+%A@#L;{$78mlV+xNUyc
zX58Pi(^bY?_5n&2S}}F;I=_as`&~*T88lq#c+U-g{84O7)(QUgZg*N+qZn}R-~zt;
zM(jfR`mN(KBcp6t<=pbYXgtJf#rfRh0d+h)yEeVctV6J2tKY_?$zbvdXQ{^_y|mJd
zy*gwW^&F}#d1L58&3grSD^4s>uT@3vu@`cU@o>ZJKBc|IeO!xs2cGYuXSlhk+qZ49
zw1#q5?4o0XVx)r^D-_h$M6CZik3G7m=*u`qOY{>~C68G~?%=2C0r8<vEA|IU)(&4A
zL1X&IgojIL-TnPJMtOJkPP}JgS+;O|tIUGgnk_zco8H7Lcw6R%zdD}2HZ<8-W;MRP
ztAX`r7{0OV-cbafmcm8HIRUG~H@5!Xb0qEv@y)5IT7!iT{)3H>j=fiB1d&yk=mv)f
z-fn_^IQKyOA=z6jpTGlyWr9d`x#9wfcdS=<?wq9EmS_VT-cbBgiwEup&j%V$yb`nd
zsiGK<sE+QBZrxaE`Kh|cYxgu>%zL_U6UVFjPv9SWrj2m?pNM)2l;eXB(LSuL?swD$
zY0gp;&HnAU3S8rr-SMFfW^}Zise-p=N!<w1J|#5ZavblP^P{oZ(LTFcULymzFRzP_
zm0E3uM{f&ds+GqVrvSaqa+8y|fgZmu_nn`GgU`1({{XB!QdLn+NS?TMmol45<IKx<
z^O&iBYhTZR)=1skz@E$pD;oeX;pE<PStp40yt~U5w3RNPk6OZ8)UGcqwDA0~3CQ_F
zBWyJcuC&l%B1ETK1+Q_GaF=8J_$c{OoNrs6Z)`tdSm)rVooJ(WY#g-4N<(V{BXC(}
z2dR^zRB9vNKqe)V5+g1r2Crr^I|`#FZt1KNT*_8~R}QEco`?;O2zGFFPyWUp0*@UL
zBU(HS=6V^!lB28`#FOJN7&CrH=CcwLr?Ik#Z3%!;R^^zT3n-0DEVB-(Klqlpnq;K{
z<!zeW7VHp(sLKd2_*0RUBI|0lHY*@*AzUC>;9z$(8?%6#c3cT1v;JU%g13x5YOkgo
z%wywJZqu_2o-eOlIPeGO?Pt#Ig%V-Tl9|TpcMR*o1K2_4XQZKZw7Atk(_>tZU)Kdi
zx1HL2=SF|T10m8t5?pFr#8RGbcza^jM;)WW@zS%8;C^M)oL1PlHO}g+;JDjrrlR4P
zyB-`8)t+)Q=a2m8q|P^PXml;#UteTBuIz@|ky^xqdZr@svPL#jMUa^kdu~*PGemb4
zRw7EcynrWd9vfa`_#HbwssamYiC(K3j4~=*-axEKouC)mn({p{fQO+ypq<uLX&Z|g
z%iFVf`hY{Z8%87MkvKs;>bJ290t8o^@T963`Jq`8^|ttzw~n3OH2yKn4MhuWPN?mk
zgWEShOWKG(o&_QXaNPN0^KBrt!q7M7J=>+dA#DH*CYo=wr0ze)Oj|(W0zwU&CG)}5
zj_Lyf<1}<5NA;Cyt6cJp9LlObbEFV(fLf7fqwggGWPfCypz0h!wuu(Fhmf^WwNXu;
zZgWO{&v9XxUG=>v8uv!FhiLtMv{Qa)^mXZTbcPp0j3bm-uPMk{gvw{o?Oa;|Y{tLo
z8TmnmylO_;ZV0jawwH=>GfAaQNhtU*9t5d-=r{_HJjEBuCyGT<BbKFQl@$)fEo_Zd
zBCjmFs_$*<A0a6*JuADwNtFJg>f*slyM%5P{zKr(b!lcZ8Iv`T&)$?|bgyb~<fPWn
zqJyEfpucu?EbzJ=GsV8FwbJSUu{iL%t<Z70gMk6IM}_?-ew1}Py?wcCsTG~D5)(D9
zgOq1_u-EKnP&nuiO+?EB8)Pq27Hd-yc*r0zz1{dgid@6!`e<bPuW)iVDcG3lvIG1f
zuL$_!7Mz9Oh1|iUg{#F#0F*PVq!CkvF?f>_%$prwa;{+3ggsPRbN#t^Yd=Z3UkQuE
zL%og!`W)g{SBTz)n7q(;*tuRFdiC_8Y$JA*h!R*ykn(Jrh9QO|@%vap=~%$yPl<Q(
z^;7oJ)}hjf;-C~G)}ZFRiqfX-%Np=IaV&QH6igtWyWKfh!4C^^2^4$ufNv7ij6-(Q
z%B@__Z)*hFoXa@-ZIDv^+5=iJ5*LaXaT^84HEd+YcCLv*5f@B0j}C3g=bAQ4En`B8
zxq<qKMsxT8XCvalG??urd_ienSiMb$LMu0?dd?W1S$nFKDAukoS0N}7PrGRmlf~S1
z?I_ihqhJWGRX6?=LQm{14@<6}>gTzFXeH1hc|phGuoMafi#uoViChdz4Br-BK)>#@
zpE<un^jNCH9)}NV1JxTmMa9!atVK<(VGkf7_tur3M@430zTGOy&K%=vVG)IcN@&B8
z!w|;OLGWJM5trpHfL9qs(e!H;_VsojeWTG?zGc<Wp@NGNC)?{&WQrscrr<(^-<@b+
z{Q9nd?WOd(vOJv?2i9IgVagTLFl%8_1l|->g};Q|OwPS+Kdy3Tmgxidd%`~WY+Bqa
zav6t6r?OgeY!r7QW4P87M>O80uJ^BT2&&=}y2HIi(Hgkj`FT=r?e<f%4^7DN^L?i5
zVPR0gBKT|}Y3`0p%=m6uDoz9hc+B}$3Vh6_52iHz^mn>4f*&W(;M&qoeDiZ&LKwM~
z2caq9Q9m2ZAv1H>78UEck#Kc}aHn)?QP>z;=U0Z3i9p{Ss$YHjZ9>*Xy+gTQMoDr-
z09V1m-r_)`5p+(q4rh7@e98^$zw`QGDOL>0jJjfpOn|)fdu%sr=a3Mq^ydOl{dZZT
zF_1aJx+wZIe+0GP`0@A`C6@T*IQ=5p_}0aPNBaAcISpBkY5lD+)d)LC7eUhkd1b7}
zmID<f^JwC7uKKJ$bvCTOWw%8Vf=4#<ZANm$30Mbsh1C(!okE@1F*r9lx6IjZcVj5O
zmkvUz6`Azm1q595#IzzS=P;yA_12c{1iDrYZ7dGh=GgP9X(ekm!EC5>^t~PxI~mcs
z<}|HeVqt!~hBw?sM+vfPT3Ot8qb~L|3#yF}HEv^M5TunyiBxcuK85Zp3U3^K1-ex1
zln~+M{+vl|C!z)3OlQr?!O%IxhSdwtaVDTDSJM)i!T=MB%#CZ!ax1ydiUH7zl6m07
zVd$F$d_MDmAARlE?hZa_UdXCHFe4nglsuO2IJ)Rspx_auJ-GzmPf_~5QOe@lBhWf`
z7x9~$rKt}lBrhu-Xf5Vu=+9lLe;Qhow<#z=q16p!92EI`YH-~(JT3H-kPbh95FE74
zR3%={Uk04g|EeiAx;i&U;lTe){sjuYg?G=vpO*^EogwR8Y24#$D!N1XZk%9vu5e=6
zqF|x&QRq%?8NFEHE!d>|So2}|ewpi-R~5!*vu&~>-gN_#rA}#{6UbWaejYqMkku{B
zQH4?cgH4#rp<h)YXKI1>dt#mjW|r7qu42nnd8~|>l4AQs-dz1Fn$<*gg6DGCTF6$t
zn_QRkOX}O4ZDttt2tVmT*Yl*-r8=MIpk|!j)nxdkbdT*Os-m=*r@V98tN9d*NL!Uy
zjfcCpo>TM^`Psw$?^u#5@&oKC=I1Ok9`iwFcS-r$LM;`N{!uQSpNpBX<Z@$^R8$lx
znpASs;|^y1qoozq<{l-A46HJ$@^Lf;Omb4Auv@gMhuMpx+#8!B;0hL$hhXt+k_5?U
z$=uX)wRRGR<?YIuxpPzs9vgutCfLrriP%*q<t2^%^Bf&~bgVN;mJ69ayi^bAzCQ+h
zv?@=YA2da{9ZOu>Z%_kt7tI^`EF?zaO$(Q3n1-}i2HnD06{^DP2BnMDJzh}OI5r14
z(j!;7Hh^5|@OcZ|5{oo|+0N)&w!G;aQ|oBDq!~rmV2up(gN4GO2_-};$1zGe?bKhA
z>61*%(o@m;XiQ7|C$I?K(byT_w;vI5>PL&apBbu{jno%kQOX~NG;#{$v)tR|4TBU7
z3^p?)`r`V`eCUKnho|#>V$`@_BU2#Y#~!n8Zk8J|YHz0Q$25@!T%YRJP_s;ENuM!P
z<Y-fw+%>}c%$QaSgkJY}+dJSIdin{HzL8o^o9doI^13%L)@>c{{2@E=<kcmR;i0*@
zD&(bwvNHXNkuyG;#umver1?u9U7C7a_;|3lXlJMHq<J7IMxCL-ymhxB!ZDx2$V_*G
zrKyXu$*E7LtdU$cRgI~w!c;PXk4!VqF@g4!4zRYC;r!YeHpygGZ9mz%BEiV0X)Qf&
zXscqX@|f|mxjJ6jJ7^K5>{_}R2auJOu`e1tdU9pUu0HZ0SEZ#X6Nu16%ELt_M(kYo
z{yk`}=o8yyt`m!L`Lk(H=a-<Dmq!%%x8WWC(VcH&3VDglG~V9%y^d{S4@BZ(^0P|C
z*aY6`A<%D(i0NsftPDX?%rv-OCnub82<DZu!$YjIjyMu|*vX%ws@AiR6*V0-4uCtz
zJ)G)ET|np$OYdx`nR#|zT1&5HUtT3LVj=9b402Dl5^Ljwu9<ih-1Iv^#PEjgDxQR8
z`x(N!-?TJMs5~^5UYhd<!RSd@F~LE?;X_GCo@9JHI4dHjadVXHrsUZOMJo4f&s<hF
zMoyv?->JEbW^(U4ogrUL$2GgUjP9K)T3o5L*r#+g)4q*4xOi+NiMThSrPHx-PNLaH
zF_MuFB-`L_HtsBoB%;6b!}njdvQ>3jak0s<S?}W<Fda~;hGkl`Box1FVI*@WPrbEx
zG}~5=q0lc((O!Ki2Ll_>A9qMhJ+@m@b?vRsF?{iyvZdLV(<$WC;9U68{vwukS6#-8
zg8LZ9cnCUzmBH7wK~RveS5jcw7|O8Hqj%UnsfQz61<el)DM6PjfQo_9*Sb>jmQh{W
zN}ZchE51CFJr%Wyl4QAo6{&nLxgLp5z&Yu&n>)kVAJU|Ff_C2B0NY<HmTim;RrmeN
z0NAawoyaN0&C8t$%;b($CG9iK8%snwe}-!)cZ+BBtgGL=ovhzgFZzE3LWPr2Yn2Ur
zuUVTzW13D&iy{rqjP<?oBU_y-B9pAQDwQf#j-nqQos1G8rKwibXrbBkiuGKdPx5!4
z<Hoap;1nTDdZZhs=J}kwx3U3D)#S_B%Zy~Fo#5#;-{ro9I%dWVSmI-!Sf=u@Z*4Xh
zOFDOY@7xqV>Y&EwJ_1V5sGKQq*C(%!4yM*>8OT`~>F6gi$#M7ZR(etkIzA{<JM|4b
zEbIjx9K0vb7t6<!YJ;sOT4rAEVyBWS?a-H`p<K9&)UtKi`l!$19m!>@Cn)7IwMVPD
z=n39MEyG5K94DMy{HCJvbRWGQxtijzR^WT|ZrpPU_f%AcqwBfkl(}~^pMJMzMH;cG
z*Kk}H=~&WUd4|NmekgB9S@+GVJ>q8Yjl;i5n4RnxOUWqn-g@Zq9fShn=u5|<7dPdZ
z=$-OIBuU*n<gN-5DJMzGaA3*{+<Y>wpNPJ2?)fGYGxo!lPIh%9Mk+bHy(Y)838IWU
z6sl&ng;(;zcc?_kWwID8459tF{c***LOl?;Rq_%FD^bNVz;&XJJQb4$u!tAT$gih1
z!4*}!jJ@=oy|(3^f68MUf%<lTrQ_InnVm)XHaA;{180}-Z)*#&SuD7*2e-Tz#r9IJ
zC~RcmlCM#{N~3PAYQj>+RBFcmtE)a`lqQZ%TaDXCefCA#(Ne0+A>7L0EdER-#G}KW
zl+;T?Wc`%VeJ0NXgB^v0hr?fUz6;S2Zb4&ucqglMmDAFyhWCgKa!Sclo$m<3kC0h2
z^IrPL#{|;K2S5Z$HVsgu1*<jh_zNW$wMuTdWSIJ-YMxmA;m%FRP}W^{Bp3!+*m|AA
z)38)T&DTW6zS^*sw5i1A;^~%cfn&&!vP~*UB?9qDPLD44^%BD*dK0UHVn+1c^z$pt
z3MXozvUJ!NSh5DMh|WrMv7AYt<@^MiGl7R~4$BGu57o?_>M~|Lyj0*{^~4kAJv0nA
zNVv}*X8XwOH~P4Ys8LLWaWs+KYi7e0nF&0dqJgk&C_<z{!jDkjg`#q_8^UUi%DH&R
zyr^IGcI_))tw()sJTv$xt4tkE9(-Nz;NipRi{<$DbRGL1*FB?{cluR3qiF^yKQY>|
zrfOGgRrsTBWfREyB~U9AlO#sNVr%adlVsEK#ZgTtBe~(DK+4jg)OqK6PE#un`z$Qp
zDCEZ2#e)M$(B!u1WVT)5q3!LAK_0DoL7#3(**xBgQ(5o6XN>g4p|LHshLE~bz=X87
zf@pqc=F6UR@u>_?HX0r;!@FQy61|q(A(&U3g1*<^CKuW-gsD@*Y^kUfL2x;!z<z(c
zt7tQ_R*?AIc;7yG<dRgIs?t!2y|}8(((7pLC4G1PQzLac>Oyb<y7aSY>D-c@QoFM(
z$3;y`Vy9MT-IF~^yR04TQpT`u1?h1Uxk^ovzL)T`)DgaXk~K@!RRPL**5LAK)U3(9
zS&C<!G>gQi?{p{X+HOmPIX%Z*vz5&9rW(!JSG6K<kf{rdX%~myM){dh%JU)>cMfAn
zp)_gWY{wIPA!1i$2ycHt0f&=sL~6y%8q{!g#sSl3P6PGC&a342-q0AC^7wTmzf}(T
zGM;^F=smnl%b$QFndT+c>fs}*dleHk05v_ltX%Bo*4^|)OHzc;qj*VHqix5bce#Z~
z&*>&tiBoQc&y+VVHT`J@I)9DV=&+2N_F7A(YO@#6CawM#b_l^mCYebpF&%hW7FfJh
z%QkmYY8zYBv)w*pCnxiTQ4&bB*-I{OgNA8(+2EiYopXBPjofz9j}5)&%2TYHVsLm~
zGfBgan_MSbafH3cJ+sTqBMupA!kC5`j}Bhvc3StFdhCljo&uZDR7cZ<{IuDjqCs;s
z2@5&tI#DsPGt`^YqHKiFimP$W4ISlJYt=glVW)CXJ_*A2AG&!hArtz^C48yF<rms~
zPUQ@VjGEP4f4WaCRj`?<liSD!ZAN(yDrH$SYt`hilURhgGy&w#Y^nlgPxJBQg*UIv
zEZ(J%CV%+aPL!iNG>51IJ>`XU%qf%N4RPm+%O*+*4zD0OhoG{HxAdR9(-JSL+%$Fb
znwrTDSIW4&OSmWO6+Gg7LOAX|C%gLlQ$P8<E4|;E!Mv575=<p5gGt#m(>0d(<)WM;
zqvdK&br*9I$haVS(@^*~Sq;rK2&{iag~|Mkt{lj6sk@n89@*}9*B?Lh^kmywth>Jw
zY4iv-yPf-v3;F!c@|C|`0!)<`>O)eeS^Mhso2~#BA8Ei{13edC6WJP8qIQ5V$EiFZ
zz#}GGu_%&bfHzi2n->SK^H@AcU3bqeS`!>~B5#rN)fj0DVaO)6{1ii##e4ksdU?21
z!-`VHYVg?tu|V>+WUqC?W|kgr%iT{&ou8<#D)uu*<b9@}?Hbf{R>{o$D;_Vm&tqfE
zpg!(-)eLU-v%^|XpxsTW0R=ay7;LLUjAP;CjPwZD-qR9Em`bvut)+7VR9+C$(U|_p
zFAX&=XC?}TPy23V8$=d#Y-Evg5(KvFx+gT_V=_LXX5BAC8yRT)+jbiDn&GgoC%Pte
zahMI@OBs{vr*Dg<B(j-f?cn6kfjqerSJ%dIO+*L#%AHf$jzxs-Z#l1si~apznO;RR
z7qXJ0;w+XjE@K4>jP@h;Nk0P6SPefBvDxxOnO)7osAbC{9Sic&e@~I$Lu3X&y6?{;
z8ecK@<N=bh`OV-40iHdnj97KvJnp7&&5*>OCMM`v_WJWF&w!@UsoT!Wg_Pa6T^hE$
z+97>c^0kf7!PxZ4(eB?YmI#CZ<wn#@Ij$1++*@_+xcgqTWR<dpRz)9*0Es-kXze_M
zJPEheq`p17z!SJjt0z}p%4|8{>{x6Xh?Pn#uWB-PCD~oAdXKB!HRg?(J<p_Ijq<ID
z#=!xN#4Yu5V)`~6i;D<2%*R=#67?3562Vsl)l$*4fm6U>2+4>1RM-?rQZ#-1a@_nd
zqJ<ryDaU%Agk-G{+&#%oO&Fve*yo=#)sJ`Ya>!9ym)jF8N5h{gA3StBfC>uKj7jJ{
zW+u_e^q3^JZ_LC2{9OI*(V$OK;YSew1m6Ys(KQd%hR2E*{#acz(ErKBkMsZ6#gCQ!
zKRo<c7?>FUn}gp3yOlETQtDRbOhh2bosb^@d#anrzfZV*d<?5!*e^1&hoKQ{Fv$%Y
z4;8h0knCHbtR;8t9EmksdcHfW{c4s&T+}ez0HDL(K5Zy#d;e~~CVg?Geyz^agRMT@
zCi8r-XZ12F@GQUWHLvSI(zWyG{o=9tk((LSC<L+_h`C!xa7)}AZQkGo{^xloF{)w2
z;R|qz7=+kkbier@OrW=dcgSe?L38F)3*2A`q2eNh1mP1TCPNZR!4yswCVLjqbUMYC
z?VQf$b-<5RJ`^sTEkd8rdN(a|W1w$QXqN1rP5>f0avz|`EXnU}1X+ozKDyEr{zhbW
zQ9-}MK;%t9*1>TSO}jw|1fo;H7ks2AF)=?sXqH;1w4Kp2xKyqq_4slwZZG<FF08tA
zo&|iBU-K<P6$VbZ{=`!g0v#t;zCWbN`YLZw(kTlHk@P58eOHkWi2sJ3k2WeubYQP8
zDtR;-)MQl_OO}s4DuFtjkDP;O0NU#j=nQ3r?18*UbVoEUmJ-5%X`J$nw)q-vC5)}H
z-?$o-7Wv6_erS8dl%hM-X3r7r2yQak&N3Hs<PcM4QB;6jO1=b4g!GC{b{w4&0{IAz
zGRr73OOu%Lhmoll3<u&4Pt>iCBF9jwLDs%!m&|z=A11mFdMHen+p)_I;nox;pPQ}v
zQ;2I8(xxxHn%iRs)6SnUtDq)2L};mGJ*3Tc9^w@Gc;p=>!RnJsJ^pX)*Do474NFo%
zYM5F<*|aY~Y8a2u$rzA9*>q7*n3!f@>h&~X;pe}a)vJf)6LRoO<D12Gb?sn%o8&3A
z)t4#Xj17J~tp(Zdy!CGMzV$NZSo@EQ(RVg8IOi$^2{#S=UPljbjzsgwgU!kvBoxsM
z><Ybuq8EJ$Y#9a?43&oAkH|pM{pAF^#p~L3wcbLxv*KtLRFox-n&p)%<n|V73mwh(
z9X2|H7O8h%_xTJEWrw&%l5w0B+r`FBOn8}<beWc!#5>o|ti$YW{^e5BRG2sSR&yco
ze0-iyBfZK0JWs+cQMk|DR<zG;TC_hy>CpO`?`8RrPm|I9xvxaN5`Uhu?n2@g$oX^F
zI)J#AN$4RG@9SSeZxoSPuBS9XHhz4EQBTcGO)BFAmZNxQ$7>7^m!~*iKk5z;7wdYx
z9zog$JtEuv7--$QgPu|qo+ZraCeg~=JgMuHi+j^(n}WTXQW4FR%P79gpPR`QmzGRh
zG#8eJ(TZ}Z<<0r;w&~WfO>C@VTBhj-retE~mX-;)5>YX!IhgryAwV=UHJDJmZg^S4
zkiVIWOmuNKR&tM5ThSdf?VYEKnmVL*<fw^UonMIqy@(l_k{IqY6{S4YB0gTc9|bja
z!s8ZqvW>ERxGLzTbI0Y^&s44{27pySJck@Vyw=C_o;dghuf;y8QkrXmi6A&A^8<D{
zIm;Xz+%BKMWD~LHgheAnC!P%BKs|?4_-vT`(`Vl21$P3C=v@ZMTaaBoUYg9!wx#QB
z-@x;rA9|79FkE_{^r~M5Q7)jcmZ7d<z>wZ~TD{)eIF2~yWbhW`WN;kHYfNSWk1yqk
zB@R*-oU^CRE2rw5yUVQLsjG4t$|xLbpqrT(HN)<F8Hy+fv~s*}UJ$E%<q~mNO!n7O
zLJ*1rHJ2eWvC`pQw^h#<8miH+byI|v;URYzGW<Nu{dFh^1Chsj?A`Eg?T~$<s7<t6
z2t^H0)Utj;ZdVy#Z2A!#i%mc`gZ5tGHv<XVaj&-FPWBR0T!yZ>6YNmn1z<O05(Ey(
z&qgq{?jg+chq3kA0l9htEy?6we75yC3o`NGzfYNO+?%QT^tP%KyQ3QM1tH@Ps`G{D
zP9iipw9Lp!h~A;f627ZD^1MJ(MtlI@ooAl^UgF+P=H_;3Z2Duq(OF?~_J#N(sweEN
zQ_)oD;kZyZ8g^4V8=3X>#tzU#tu%^+=TbJ1VLnZMT+dTvfDO{ZSHeg^b@4mbUTR{(
zJt0YG7;2**it2kUPFH!}FDD%+5xv>F+{0}(mJUXlOL!SW<g(vX^lEn!xwZ2|p||;E
z8_`eR@QMP;Nh)4#VOHx@vA=$Ja8)9CN98~$d=s20Vj;kWdHo6R-a=wHy(D!H`qHlb
z>lpqQ4w6!B!3@+$B^gz(@hcTE+%d{YBh1-N&`V;YOIKA-Y8HXKyL{EE;**C+*(yp1
z`W^P<uh{kQow{3$WB5a?*Mg5}g09|RJB5_{puQqBtEk#91VlFJ_d$PXJb8x#i0nAx
z93xt8TYv!Cq)BZ5m5RVo!9n!QSvp4!M~JINB?$T~l5M`kw;UC`Y4$s$Jt?`O&WzMY
zA$pWi={A1R@aeM*&?<8B-wc9OEzMLCNhQXnDh@{O^1WZaM0yM#{7n1urXB<B+U4ah
zu9P^Kqas1hke;u>6mal?1rQNPj?kGt18aW2*wN$)=@qvH-{p}4unH~AAE^l}lxw7%
zYXHQck<DIx_&&}O5ob#0_b_0uyJcw6h)cW3*FhEr#R2n4^B4Sx12fUzNpo)p3@QA9
z?u8{vhH{&|4SYX;e+SEacjJQ;>0;KohG6gp9^ps&trABw8XRrMji)Z)j6V2){zt_G
zPHU#sDL31`7Fd(k_*djp%xS5-zQPlh1hu9b=}Rc8>VjQzGsHlrF(mY&%2q@;^6u=5
zsTmi6jq@8J9j6iSZ``npU^yJ8pRe(9HQpa;ONOiSIq<o*zjw$WyNuDG7kZi-K3C*|
z55H%@ISGo5tw<XUkC`B0DwHc>MJSofP;vbLU;WX=LIh62BfQDRPm3_opt+TVa1Sq3
z;qsQ?^kQ3RcyohW%Tc)97NTb{t`IJ1RXQs}<sAU{2y+`NRfjvvPl{sjc8%SI5bQq-
zNZi@b5;7aLCUsN7t&x(9{3cQVD{^Pr%c+nZ@7kj;uX9_Tbko1OzJQ;``Khcr=CmN&
zMRumbdRj=6>+Hs%=6YU)#G#dUm$Znx_3eljX!k_+6EDD4wx?Bq1l8o@_Pd|j0aJoh
zs<KEvSVKK3bY|%#&*cC;sY<B=Hq{2ZoWQ|ALX6mN+pN%QnlcZ#8y3bawF7Xw?Ry6}
zgO3{M*M1+(bZ$`L9euw|8u1>k-E4{<r4T`}rNn_dkzu+x#Y%9B_y<e!J~9zgN}Z~u
zO5!j*Z0ERfs*a@3!9t*pPnM|}B#B~B>Qc7?MnAnK=(j<hi6_hCd;j#%3!~QWwEH;*
zzk_%IVM&~W&iuM0wu+U7#P`8K_PTjG7~4^c#%KZZ1-}$XNMHyZmpEJk(7(b--T*I?
zdW{(<6oEAMsoI)mC6#1YG4N)u`tb+<qCaK{M0N^HWV->p;+!SnzynVuB35}dD+kP3
zmK76aQLFK37p4puX$)>9j)4dDr`f0!ZS<Qrxaf`!o3WWDCSYJ<sxae9tt$qHD!7vt
zm@EM7XFP&MCa{Xq6iy20g#bgC*-Uz4<@d>Ulp`MTS##wwjhKt3TJIeitl+sx3l20z
zbEe4)MXwNN%zV2tC93It<F}?E6KR&c?9Ef3-Kmv{R<hb{;W8zwXNkjzPMV^97P@jW
zE{C4XYY*!26@Z^B=F+nk@qo~a*2+X~HQN4fKB{}^80KUQN^D5_nM(;y(2I0r92nAn
zCc!IFEt9O0Ld~8tO(N1oznL_%Ycei6!AWVwMZ;0UYcbc{p7?sQSvs~^_us7Z^RIfi
z4(v-kc09cB@@K7%^E{mUdiy3bE8Pkd)}6KZdLKVzXKmR3nOL2(oq^H&<s&<K6-kaw
zL*J9TSsNdpQwZToL*Z0mI-!XorNu<qN3&dxfLg^`qzOm?=dL<p#d&#3R*BH0ZTXNh
zW*0pKTa&_gik*mQMWDH)$yre|a%s>+m7-Qms%NyxI6sVVxy6p`0kGrJXy$U})m7Ay
zSJaW>IUbst6}69%U(xiDn}=Gn3|Q=P#G|5y*p6hI=V~)|!Xx%%GQfYc9Z0&)%Mjg~
zmap}ZNiNjPn!8M|lR}Q(ytrPz2i#xb0kG*ce4S*H7roXTE7sTn3~D?})g7N1*gPo!
ztsqFk61Te~J&6G$Om5e)#rZHp>RMQs`01TmFPDW&V-J|6x{`(SLELhVs^(%AQgD0L
zSsHZnxbrjYQYopBqXdz-MMU^q5blOaPyJWgbZv|#FI(HQokf7!QHgFc|FYh`T@|zA
zpmI9rLb;SnVj*Tzf+^OWDySTb$I)v3&()2@75|>=ms2fJzNxe+niCQ1KTQi&a<pIJ
ztn<2YTqmncv&z+N753iG!`qwZG8F``N5)nbpPe>x2U&}Q<D&tY0~f*G=!rSJo>I53
zkS{lZiyNLi8qlKnQf^AQ9hPtUm$bN}(<YN?3HuDEZgp!~2`!wqGNZKVO@9om&&qIJ
z(DrSuY*vYEM)k-O<|~$|9$wa6O7wMht|}nIbYvzb09aF=T6d4<V;O#1ikx=+)QDz;
zW2OkkGA4`@8Xq*K0$enVpcWx>DTVbL7URG}2?5VFkr}lpo03kU#$8|9`S=-B7AUO`
z7i5Y-aE)HBj#_*ElyerlYxAUIo8i*n&CU%suUm}g!-JQ5F?*;><kL!Dcz(`;c$A88
zUuTBz+3gS_KX**BuU~IZJ9eG=@on<`#*U*gAoIBR%z9j}%<SU*kdWB>=8@m?u&0d5
ztMiiE^&TL5=6=2airC>>_>p8StW<P@->3V;ko=Q(W={te7h?$)VHXLmU%!Vh$+(T^
z&$>S6)Lfgca@`Hp^&QQ9`>axXEn3&lld`NrEzT_0wvr{2N_8`-!L{i3KL)zC`)Z=@
z0a-^V5t`q%KQjkx=8KmK5*E^FAUrJi7s$x$L<&iWhp^+NMLly>_dc?+7K$`c;;Vr>
zN6poRE^it@SATH7@CNu~_eiP;7d0`I#n=Une7O>AvPM@LL{)whix(d)FvR@$y=w+x
z<sL+#%7GcC^z?=xH6X-;cfLNh2ot?Jnw)HCjR!j`ES39^ys$kwoJ}Xvu5!!5a!+Mp
z(Il*fA`MO52^Jn}=Eh6l-`TeyA*AxVwy>*Uc=)V=CU2%N$r&NZIs0@}=3#^PhH<X2
zuX{9d#1ua}#Zb0hiw3%%(di;9035u{sxBWdRIZ*Jhc;ByGq}FcX{zSsl$$_#kbf@C
z{EZLGm~f#yfJOYCY`Oc|P^i=$9x{uxAzsHlXb}=NPUI`tr{J!USyO1S?mVx2viNgX
zjVmu$Zd<*GH+F^$N7aRqpMk_Ob?6TQZ(nQ(rvdGYss6CAhm=d$T<KBOl&+dv2f8Qj
zpFFk<rz?HP;sPU2S?}X*yUS&}uXjT4!l*!>@L~lPcK?GlfRW+<*BZda%=Ta5ek`2-
zJ=l+$l1j#8Ti;w?-&9|GQiet!2y_sPh%_-vDHY<N3Fw3xyCjqniLZ~4$T|ra&2Kav
z$RaUfJr0I~A4J@7f1kW>-^$OcalId=_!-XC&nu|Ce_i>P2U&~<`udF_ktZumn4-Z2
zXsOu_$jJs4n{|UjH>r^*5+oGP_hbfU62DY9I3htZ2qg#%hU`#5Kf&yrNPmCF(BBa1
zU?fuyG!wht;?g`_6KW6^2-R1UX3PM=i13aGxz3dKYm`@tYl7heurzRB0q^s=4-F=U
zUt->j&uu@>iI>TWNm2|Aoeh?UUZM@CVuqj+4-E8;wt;WZcfP~H0mEqsAY%l33*<(!
z1_}lUhV=LWW2HqDlDSA9x{Mc+S&mA2NuQ4vx<m|$I!Nb!7eFAaqseP7uBFWTol6A8
zoLU!ZQSz%y;+A`r602C;fo$1{tBrJR<f?4>n4&ne7FI_8?KU}*^Ew)Q&ykT)g;vQ~
z!rMs7<dO&(ow$XJllLpZfeb6R7Q2oJzB4>_V|x(nC$B;3J$K~6YZa@28Y83hJAWu^
zJUW&pT(>+s`++fw37QFu3R>o9?&s_GvBWJd8ca4Bql{q=`&ItuEdEa|t)35zpD!7a
zg1`KGkip&>GEp7l!<bOLQKguG4qzQg|ECSa_#Ycc(8k8r$&pBlh?SG|>#*Wi$@Z`E
zFCg__`fq^g-}0{&N|A_-f$3l6-+lO({wwZp$^4H}hlpO-*2c-i=1b}qQuRNM(Th3Q
zI@^7bO#hTYFJoeCVIXAd_BHNbDQt{PMC_bQL|=X74II9@5-~C`{EJo5#L?E-!N|n%
zYlMGEQ+Bueg2R?KFf;jU-ZHT<{tKJ^CHza$zX7y`{<m;WHU=VA7KXpV|3_GDQCkP=
ze@JBflBq1BPWQ!SB5Po6LPSAFZ)#!Y>|o+ZZ{T2LZsBBN<n%?+*%_Ns{)<<_#?<zQ
zg^|<O<o>x#{}l0eZnDnShF=)oUsC_~Dg4Fu7PbZ0Iw;v07?}|LgLGv4>io}><>Mow
z7jbhEQ*!!({r*R**x%NF-0_M;^kR-oU&KF``!B2L*E;`$OIi7E!#}SJy|OaP7xB-F
z@kOwG5&vAbzg^@VY>kvmoW9nbUjBzD5xugBo730I{B2TlHgx*O!v0;5ua<w*)#VH=
zzs~x<9wW@`9IXG%rr41#6-^?B?00!j4O4AjH8HQ+$y}vAjDi9=Mr_}mA)1oN8eV_y
z-!+B#Tz*k`abl3BLs&?~MYWlV9er2yJoG%*K6zGqBX_b;WPG$gi}H4U&h`09c&m5h
zJ8{|dS$<eFRX6(S?X!#ee7^_b>|sMc)Sopq%s)kVsK>PDU5je$Z2%;bMJ3oKI<OY3
z9|G0m96EERk1sbuh2Ea-*TOomFgaZAr71r>PSzp<o*2VlTJ3gp=f{hPW&RDU%wVN6
zla0Zk)Jc8mncp$vQ!(Q1U9K8YkURay6;>|mC=9@v(USY~u0x$?jk{l8?O;IQwvVy+
z`piK_j*yw)yA`TxnVazZ3t+c2lByB=YgX9|%qh#n6;wSIq3VV=Wm=0V>wuqn8A=K?
zHI{J2?|y=vJqbcQ*=RJcP4K~cb)<oj3>w68AELb64P+zJO56pC3>s4p0JuYz?}J>?
zN4Z5<+-vG!Go#PP*S@>a2z0OfFCtbnYVP3m!JD<EexKo_Ao<+omQdmgaz(&Y-!LVA
zhZ<bhA=@V#-*n;9PK&!jZyEv<Yo49^seG3kgJF=ZBj^XwTx>81GD21jjzwqC=cCaC
z=WYX1?O$1~5@^qg*M-{Ua0UvOcqM&dg(EqjK_ZWlG#9|(?xa??QRJf|=;?1o9~9P9
zoGnps6<|R^FNN{}buax1!S7uD74;i1>&N0Fhf=vE8F7e(91U&@ok`M3jm*<wPO}@#
z+Q6!+DA1aZ+=tO!&#EenQ)m$gu|KZfmp|9CQf3=Wn5NT+z~kx=AkB-`s-wKw&ayaN
zn^AMvn$n&-8_Brw%NB5joZOGKjHVJsS1^F$32(euOuUBZW9EF;T{-lC2OMZjs{8sn
zXPj}XOIsVRmH|27!LD2L3pW$^bUo`3IO0c>mLgXF;-E$5fQ|@^aRpNoBA32!<1SL5
z53B4$;X~pL9>SoD2Neg~#$;&+--J#POj>Yp<RFCN^YFLz0k=u5_g6xW!cWQ}7RF39
zUR*z#H}k#T3lc#}#EjUm1vBEpK{d@N_oN?pKF~9DSFSaMVdxu%ktV1s1EuxqxOj|s
z<ge<9s<R%@rZSk-R25!7M;IrAgA6&zZbSLz4eg7V8`8RUDs;*Vz0|BQ%b?d6RtGFc
zT^n3#s4B`;H>*J{3(^Sj+{da7vP%}gE-e2TvL3W)wyDc(S1!`2Ds`4MgsWI=Y}3|4
zyB4aVHh+-|373Dl{QtrA{FkfXzP3r(Sc^;POZ@!mkmV?Q!$VD4w@iii*QiQXgk`fH
zD_RcCS+>~!A@x58OI(EC{5koYH1mH?AdB!;w)ktZw5*?8@rO!QZ&w=0nYxm-YnEZ1
zS~&O)za<Mtdaxr?3EOw{Ppe2gG;vGF^M5||Kakw-Bzl-6H^L8kZdoiXy-p)oHc&dR
z-rw`pqsHNEd>t}cB`ei_dar7vgeZy&Z;2|L*T{_fNdp?Tp=JNfMvy?k7iNna4da$>
z8~!F4OLIzl4bcMYEM=~EjW|Oo#I#R0pI3)NXj7~<%v)?#vEi}53gM3H%mwaTQW<x%
zWspdP9*VSd()jo)Pd{r@@wTW_AU{tRn{Io;CSF5-pko6uB8cROP257<AY2)J;;$~@
zrPhel2U;eF3KjLjj3Z?|qdx^2tRr5UXQXt##istpzZ@_%3(ZxU;Su5orcG6b>v}es
zH^TG+;zmv8Vpe19S$MoigFu9W`KQI%Z$E~pCLuBqBf%?`u>9JPjFo?yM>E&%X>Sj&
zPY5yc^EBYc&D)c`&*xKd&h69KThsGZx+|82!tGAe<sqaDwEfdYo5pBupBm7((^DEh
zLn>m|5pcWh>g6BX!E{7^!p#ZaY{E~T&yyMgRxy;>I#?<x^W(v1s@x2*d5mafHhLJ(
zr)T_Ho(~Uy;LJ=`2*#eI9`xFIM?=t>Zqi(v$Z%Shj#zWn^PM%pgxuHq^nfKxc5-%#
zMdut7sfKd+2{;eAySiS=2p`n|i_+MLN1nRtL|fc)5e9h+oz9XM+xm2EVh4*cQWR)I
zSme{XB0?Z>kS6|4q^3Kr<oxM3|H18CJ@n?Sj`V`Lm_1oRQ@*zx2%E^|lPjPwlnh%E
zj!>IkS7Z`_%jZ9L*649RI#)$&0X$-?&1RqCiaP9d+m%Ri22-Gm+5r};O-|dbuu`D2
zhqdbKB9QTPNlx*$QjoY4bW<A}`_@8K1FIe#=}s%GaHd6(Y&1T4<oB$i*~(lxPSQg-
zWB79zWBHun$-6dngIs{RL30f=o<$`+BluwA@VSfT!8ABm*G+Y!;IKg18)}3Q`i4Op
z*X;T3&6&)N=BmENi@XY2H?fPd>eEi#+UuR?(TC5IOk<3>$pPx2MUK|41XsFCKU(u9
zZv7Bzm+pyPi?)S&{|#$MK>OuIVGU@f53+YE{#9-K%gr*L5`LretU5uT1SpwotHDUU
zoQ3pKq9#NZT!2>Y)nLBCUbq^4D*YbpP3~+Zrl)nCzIA{!WyuWM?UDIWE#^@w<6I}K
z#g$W9ov&E#_mXB>Uy>HelV~7P{6|OGH3<_RpQZ^DK6@UUgX<(<uDm~}?j+RY?44N&
zauq+Pdt<dFqn_dvdy?-;NfZS-cS2aR-`*k7j`@Ax5ftMXqEG#yhiXrG(ioTmzcR6#
z^iCb8K?{Q`bUGvPviEpovFWj4nXx+CzbB2@lMWdy51YiqSgC)7aHUBi#;rEY=Qz?4
zVf!G&pwj?bcaAe8Q@XHmMcdWd$Y2f6<kIe!GQ24Z)`H+l6e`EiKpO0=3kqW$6jOj%
z5syPG(t@^B7fV*c5bpy$mun#hFa1<OAsX`I;5@p5mPj16`Tm-AT838RUOQf$pm*SW
zD-s-9NGK3@jZz9bD;8&*NjXZ5G1et&`6?t-&M<5~*aRGKoj6`SW@RSLJ5Z%Hh#Hx6
zBVsm=kqlPCboltDiETy371WPx#F#4`y0RE(?~SgNs7Bj0YK5t?dg)%djzv9mtQZ5c
z$MyQ4Vk9z|=}TK^gDMCkmU#&*?!jFtF&_n10W8HU{$Q2=tzF#=3th3xP7CB)jmjTI
z$8SU)l~Cuz4Tmk7c(*F!9+3&VHlZyM3pkr8i8X{{k2th|31>nn^eLr<&?5VLBXe>=
zk3#%$vcqhhHYss;@zsX5K+^nRm*na|j987oM7{1#n~Du{=1XNtoD~0pt6EI+>%5mM
zxE0Q-PS2{jE4WnU@%l0M0750b`I2{2^gINcOq+K(h9fQ0<JXVO#aCVOtn@NJbdFfb
z-o>8u$aq7AX~GpVmPEGolFslT<!n{QFlDbv<WNPE{@Dg+)txOCv!U%L3;dr-{YdAc
zN`3qA!pb%)_4?;c2EbX`9M6PL;;N9R@bfJ9pZi2^lff?2<wmJB!N_zbYc6@cOJQz1
z>!7nAkuKgHh}I2UGPvcawwI4Nx<6F4>8a{KMj2k((Xg@YZYfNcc7qysMzvBER94aL
z5LYKf^-RSRUBK4^T(+-h<J%<LKrRHiDXqqgD`qSGnr1emIxkT1VQ{Ct32M}~E`>Y#
z#RwEsn8m?8_XOT0`%75Cz40c|6^o@jdADBT>eIERjR#1Al4NNp^D<P~W+vl}wFc0T
zC9a1>j^d(+Qi{ZHXi;5I01xy7;H+1CeioRR@Fn=6&eMW)F-+Qf-_2s~HsS$}$*L5J
zFo|i@lo+lOqCtf^q~7^JWe3>bV<^UWYe3@j+j_|8vSD<CBW;<>m4T)!_2MfOJtf%a
zm|ViJ$<Sa4(5!o?QGzlQV{{Lt=+-56U&RYkmy56~3^1aMNl;ScqGqCt!kiM~r{cZF
zDy;PP@0^_K;(iVXS;m=00b06fz-U>ew&R@ntpk561C;s3FZW$ssB!8--NX!$yk<g>
zAw`3uk5)xH-)SE1<0_;Ww^=kmxps@|N3GQ>6L3P}!-lZ5?Cb-w8U4W>jdC=(p$gT9
zIjFVwcL^GJ_2jzjXyfv!4}@SR6m9%af%+j*VO-guNh4z6Nr3w)GtKirp~28y-KByK
z!+i`h&DHI2{+#xgYK6p*nN0bUEoxwAJIbZ{mro~urxLfq4^a%i|H;KI3eYm>bq75o
zb$(?__GpQwX9<dSg9z&=B)EylZQZ%PS5Tong9vxLR0c_(nH(zdr)lzudo<LX_%%bh
zH*!B|AZi1~95CVbq<DoB5hn|`&;?#KqXo-rISGPFA4=k~@w3*hSEVx$M}6of4B42{
z%wheSHaDhtSeYffR~R$ejeZxM2g<Z5W}|4oC11<VB-vleAN^1^S3(~^(Kwo7aLx})
zTp^xI;h?78=}S=8at=MNZaTqsNpVB_IKS8a1yY^TdSk+i*?Ck==ZFC50sS2wjj_ni
z;F=8@UQmzIQQ{4(N`1H9dgvWrk^f|MhFZTPp;G4}t{{{R8&=fi^v#Uf*bKh$8+V`c
zNhBi^p-d$+9Sz`vJ#4UG(!zuOLWE2Y8kNg}DftKyl#PR_o}T$_PmfLt8Ec-KzK$<p
z<AFT(^V-5gA&kc|sD_0=N=t6$M40SE#)q7E_4$g(C5280eK<2Zaqq}~bAq9XMPlVB
zpVpn~hjk2sC%r?eARL{N=tmVkW1mSPJe4DKIm3ENrqlxW_$ho?&pEFn)>r0KqzOXx
z7M^eycOZDjz?Sih2kZ^iNyV9m@lE<N4;$NgI@3y>-Lms%z0zX}R-?IFJba56Y4($<
z=}&*+bD{}n8#gqwvlH-+m6ZMOx$8^%xLle_o`5MYz?HR*66-p$e-sDA5oXp2#on*8
zRY%h*F4&%x%T>S~OJ|ghkKLZl&<Re|tY{)}gLwlq*-ebr&l7Fx3o19pbEg=0LLBrz
z`<1;?tM(+MAK#=GD_5VC+l<BtdQJY&oRH7Ket|({$ML}~so5erCwEIw5U&Y!On+N7
zJgfouywNwAYa#znW|F@u^nckCESwzWO&o-6t?g`W{u(I05^(*8B2WLr#KpqML{UuW
z|6ybhH?c4?cOv5ag5084k}+_!B4T9vm%jdAdbfo2UyH{7sd%ed7(1C0G5%HW>7`9<
z%>EKg%&cD-z`krBj!q6H2G%fc8Rr|&c4#WQ{C0v@>aZmZ)vB}&^9@c?I%h|g&uWw|
zg4*Ccq-1ywlnziJKOKfiVRFBNfWUnJNkW3x@(a4f)*<G#^YT>|Dqeb0g6Wz6<mzU2
zZo~23*fj34sFfzez3NCtPEM}NR=2D34;#?GKV?gZ|E}sc#MlG>i|}g@9t8h)!y*DU
z=D+Le+{W7fuIvB#e|4B#Wv<-Rb@mjCZqWh;BAYLlH$FlK3leM9yWUGmh@f#~hxw-v
zn(#zZ?TN4p-Vntk>xc}#sjZc={`CoL&ec_9te@Z#6XUwg9`B!?RtUD7Zf^-K=@9?y
zmoy;BTv;o5;0y3-0mn|JaezhF>XJ>dJZrL)a{3`1*^&-A?R#CDY}y(W0sGG`VBhvY
zgep|0bg(7aPww15oFnlMZ4&+$dv6sMb=$X%8kh(uDJ23T($WGF(v3>PFmy>dz|bKe
zBHfK3Ej1wBp``SXBQPjK4V^>Fy70c==Xt-4wejt)W3lDo)K$OpSLb>C>FXOBDk>_P
z8XF1e#2RfT5CJ!c(#3tn7#XwkZ(v4>`@$0vtOf9ErEPZB>P`sH=a*MtsHsT(*Sr<|
zGZO!Na~XSg?L2ZE9h*EwL#b`K@!@_}J>rwSnmxDelSE2ENe72bhn6#3>s6xZ$Ma~<
zO@m6SR}jebmf)Q`roKJl__fev<Jee3tBu8fzVBVGR3}sD%#E13PWGw$)*IFLB~f{E
z<`9--m19JE7<FcS{c+t=I*D?Pj_=v3p(g9t(;9+1yZf1@kj^UHE?3_S`M(3Z(p_t|
zjoo;L;HL9=6HiG2`{gD)lT#!hcYrJ0HwdT`@YgHx!GsG=vajYQLiNhcdRE4Y@>NoC
zzXFJmUE+TZF~4o^-#4A9o`H1kuSa7R?f+d&oy%sB^81%5DWaoCyw;pu%pjjGU)F9p
z68NSje%79+-_z66cqKeM{01S7+kCX#90n6qVQduEVI$y3Ik7!EnB2he&k&8SMZtPZ
z%*-INJQK2R>s1rAGl#=+baqx&ciG0LrbN<8t}ud)`{&I~4>2*<co06kc6e2KqQ>9w
z>;=)aFicq!XA%_;=RfZm3gxCu%*qv^ucCigj6_u&YIjXbG4pbry-G_OpDbQZKzz|E
z!dKF(%`K=?D%N>r&8D4K-5hX0%7s~3RcFo>G{A9)9_x=stLx?{ENCiL(N9ca{hF_p
z7o(~A`7MTjzQw^@tTo>xuQwjaYD>N`9U5b$D2-8%a2E$9-BX)IE}YQPOeh0pg|+Z!
zJNlKmil>zZ{}HLG&_cAD@oe<y$kJ}NZ1)eFjb&2W#+=vt!Tj;;#AGV<_x3dP^c1-?
zp2OzeZ?oCHd9$;-JJkR#&?94upcNq}AsHENn>}*_|Euo6aDJCf{q^f_@jZQgqdz~?
z|EzCqm0)Jh{~ko-FjZ~0@FU)4ycpH!zUw;cz4ZHcbYf!uc(qfJM&b1IG@CXeia)Ae
zDS`cHK31*ybf-6zf-500(Z=qbWah_@A0IkoH13U;=+n~DD)ctgOScr}z55><+B4DV
zTv#-y2jL|8)8VA~_Rk_~-HDDuSNJ|MrsdNh37dcu?4kBzFWn(8`&Y_|<4@eXT7hq>
zjR$VDO%Si_d)o-VE*c|tFnoI}qIevlCTHnj2ALTi(WSHf7=`$Qo0DiW!o;bkOLL@}
zx3%57QmUk(QKO&{cX((vd$aRPNlCno;?c^=3U(yl1|1HYu7yzx*ha~_L4A(Q5%Wc*
z&8%7$18G8#WQEwrx5!_z#y@!QV0EI@7l*RU-6Rx(%}ED`71h)n^d<8WiS9+UQ>A<D
z^fWh%wXMwCZJ?VxPY<_Ksvh_p{w^zfy1mZK`#)Isnc_PS0$@~S9;Le7nGdX6vjDFi
zxnlu|vD>P0<$T)lj<as=Q`s^VZILg|Jk3Z6(x_NDK7&*7w_xSr;o<a03vGYxdSGK`
z$8XEj+}s@dSS6-A5bE~(+E-&>b&!F90pu|G{_$$5QX_uJJxXrxW9PP&350>?VzT8U
zR<QrL-9hn9EH-*NVMpSBklEvRJ>q!Wgcl)W^S$Mi{-`xLEIYqKU^Cd)()w<ywe2)*
zJ|%ZD1BM~6$L8$R6Bpq?a(>|R^kj6<(rM2-KrdRb%0!*iz=HkGFX(E^?is2J#l)#=
zB<$QDW-~tbSyMl&hy2eN_W{L88nB?c5|1CR+@v}ljknZ2{53KI3-axM?!-MilRw(u
z5I4$D+Km|Js*KV8ipUI@_;#)6`(9t|JnE)w`PZ+R^nGin3WD04fw3`oUlO-7lkdsY
z>|$SXh4J?fEb4jF-Ul;#+qXy_lTuLFXbHaR<cH0*Qy6-|{+u3V`2IOs>`&D$g`Ra%
zJ4}NE4GuU7Bp@=9$bo=J{B*0*dPJ*4ugd!b7b*V74c+J-`F!W5`{~JM%S3T{YO3di
zf$MO6q$q9@nX42@BUJ9Rq`FhT_Qv;YUwfvy=#^FHek!KJ*iGnP$aImlfbf!Ew-Q?=
zd-<o+%Qqzf?}PUC?e0`qKZJC7P7^sL@<?%ai!JrdY8P3O*kB9dMQ@y<ERS0~TmW<X
zW|8f^3`C*6l{DnM-@3}f126q`(Fp*b=l%9ZjFTld*H^}QI<x>>LMbUC>mH-Io;>+H
zGC%@Qvl5y(3U_vXe!QGrd5l}1LUB9v_xG#ktLB17lA^2;FK}VKZEe4g;lt~*C{)3b
zk)7T8*}<&Z#8#y5>G$v7rOG^vjg7rU&#BPhL?hi08<Ss6dt_f0d{_&CLZJsUu5{r8
zcvBC#rp)PJl!--&kp+hTqPgrPbu)-GG<vS3#)NZffqtD<iqk$u5aWm=y{{*Q_g;IL
z2Y}nqF2{;oLKqucsV?rr`nk|2ggCEu?{NtqhJl8b7UieYKHn27Dk@qv(672SRTDY>
zv&FZ?;&Qwqztf_!-eU#^e{Bg|7~A8=vNjdE^LFJ@CFESt;?0HkauGC{W0ABXk98L3
zIzlV^z&?JNINl!{9zI&>bFB+w<J(D5_|I6clbA!=xd`j{o_=-ZG|Gq(!tAi#)4%$u
z`)t3?hd|{qjXSs=UE3$x<Si$Abk7pYYJcs=sHnUB!Q<!Kk-lj{PO@_=GJ%q?LD7S^
zfeQN@_P_Q0^Kx^C;mx?8HjS43>9D$nhLL(Oh}!1Z7_cKl;ZMzfkOmuVbx;`2hcxXW
zl{}i>H>XWMuYG5;!`_gfmHWR2H)0OqD4F4<Ab78#k9%CEMxfsbN7clUhbr)miISgi
zJj1-%T+Uo|b!Lm>v>l_Q7#<z1bl<hW)yoWgClaT*`>-(^h&o10fa8qP5u*J8@1k|x
z!x7f4jI2>kfD>#z^ZE0`rWM?5S^?0}z+ll&>Wsf%$GRHdsnVOt*AnCxY;f~v!Bul4
z!o0oZ-Ck1ubF42#VtF`Cz9V!Hlc$<ei*i)eVMSjm<H?<N$vG^Z<M-5R6gH>S<NBr-
zPfY@|%#Gxcdv#aU9nVZk%{RPl25X;zqd4oe+YiRr*9kH03`3O}Uv-FJnFB~F{8;Ja
zU^AZyA3rE3&|<K5Iko8wH${-dVzWA4;>;GGkWd{W;<okB&P-oFwVCVDdUvU1EhLna
z&VCX(Y`hcP^3M>B%${0z$}k6{yjh(>@ju%$pX5O#jN9w2Eo0d~&1RtcQeg%y!|>s3
zH*EdQdRBXPrx&erRoXqBbefbD`T6->9UTk7%;`q4h?xf0-H>6opf81UvowAk1F{S2
z>-}Qp=&+*F(oNiy!xF35ZXa*Gb`CgyUa5b|D=G-wIBqqDt(Lee*{m+K;4}X-qA-oe
z{j~#i<jB59Ejlmg=&Hj)KfAh3S986{N{a4Fg1O(&Z1l0oN!a5l<l$7cv|OsTo3di(
zwV$q?pQk?|4o~llq??^!_F7UT^wh*;N(D{kgGulU2p~gtmj)-A81~2Y9Vnw<*REfu
z+R`IV6GarC?m0COiRW=oOl@-5*djf}@%|3w-LN%Sjc+mJ$Int>XLC_(S~G`XMfuvI
zW8-SJOguc=oeN|-szKJ#<|&_M<@B>_ykjNAK67}IB>0kdbQ)$q#mw2F8<QXN0#|R5
zks|2u;NTFT1AnQRSzut`aQx}%?%<j_A0{R#c*dD>Vt;kQT1H=Ae}?U~i;D|nABO2X
zGqB9e%)H*1!0EVyKbuk$7g{IayB{75{WnXHy&r1<2~xE{_T@BX2Z^C41n-Lij4&t`
z?yqeYPWtAl*cDb(nD>cX#EIK*=^$UQ!VDs)S8v@aQ=Ol!Z>+?2Uj1&Suz6U3F7a`d
zo{D9$$DgAmRKCk5TIFh13~|9_KO7EMY4-Lla9=IwXAT?NT@O5!FTQ=F<=m(3%5_V~
z{LHWoS%$|73mA5T%lcg5toza@6W0V9i_6CMK>P}@ggfqE#B(-AhS^LB-hyz0K%+6=
zHZjPm>HW|l3=(V|Ua9j|x{7eKPeQ-tfm^=PxWQOa7B?k@{>1kh<>E<@IS5-ozV;9}
z2i__O_u$W){TTlA4mpROv?&b^@sWZP^10`=n_F!=6>beBrKF{$Rj$SXsg3eH<?=lW
z)q%$j2%S%wM#9JlQk~EsO#YQ9aBqiF#odyV!s*%vxuk}F9g)#B<wRJO>t2*)orz7&
zuE;=9wX~BO$J7(y#jeA!)k74GUf8F*$}Y1HR4`EU@wtahtW>eEVPnUUwNpO1x3B6g
zA$5TvZSqfFZ^{q-0z+&*oWrNWR94=B3Z%xxNz={N!m>dC<om}RG5P)$$><yY6H-qO
zGj;V?BRJSg5GLlpxuA_-v<(>O>HV~3YaB9~$5hPz{Md(d!h0|wbyNRF<yx)Il!-wO
z$?b4|kpt#oOC`2Af19T~n8E^^{OySKohbYG(Xct$;|`yv%BGtS3*xycC;Uh#_ar+a
zREH_XL@|XWn?p=Oq^4W4_pb{G2uvde8q&&&ibA2CZUCe|GHHN_iSL>R@L=wP4}=`w
zi+Rqq-)iGe;sgHn=4be3!=@OPTKdh(#)i-7b{AH*yO*Sip#800qXlCk>}=&NdfM*a
zyq3+#taE?S|5BTCZf!AqAn2+#;{b$avT%NIah*;}VK*wE#q4Ht2*@DHRjS<8o^z1g
zM;MkG8YcdEl2^JP)Us?IkP_BYdn$RO#@P0ClMeR`F9Lyp3b!RL4vCc9LEn^pV`UY^
z8I_#ue&Jpk>chhcHg)CX<f!g)=#)t~Egt>&@xwCR{R7)mpVLEs|0__xtgNiBrd^KL
z{u~YZy1?Pq)onSH+Tu=4kGRc$#O>@jHWhk$cpz7}8n+}>RKlAHqG<bTBhGyW{*O7y
zkT;NJUN(;BsCiwCi%9=C`4goSV0GEk(&w?n-rinxNM+xjj1m10i$(@BO?$89uppE$
z?>^QnY@W<Hu4B8Q-E1${H)PX0udO?xIzkU@f;(7>n7LfVONtd)aV>8^;4!A~i+wg6
z#E)-Zd&K^l8WqJbOd1WLDv}UoHQKa^(-LA<!S&Z2@J#vm`DZ{p2Y}=9<;#jpz7n7H
zN`UR=jcDGp984c$mvRV`S56fOCo}^aMo38LvkV>tU6CqaM{L_UUFT#?SuTKn`2~$e
z3(k6tfVFUP;-!spnd-Ohl2^ya#|Nu1Y4YjQr+fGAHJ(U1TH)6XLkzw5HQ{jn&BDHv
zloSv#xx2e#r=DMZ_@BJ-eg<sVylth7NIX18Q2BJQ1lu+B(-Tj7ZcX!>e!xt~keW*e
z0!=0Ap!uZX0X8gD$xRIHV%Lj4%w1)GW{BimcHkmpXScp*`>s)JHnFvNBaKK(>?c*z
z8>Pziox2-NH_?;BNnxRr``*NxjFU$O$jsPe5FVdy<U8-I{ZM(er)$82c(OPiV&-mX
zJ(OZML5{e!RK0TiNw1vZyMRBpYT7dxH6}CYL5hIg&lG-}afE@0<v<#9x|_eZ%W#&A
zKU;8QWXl2C6BPqehvSKsKk%hbuH{5xXL}=p_S1JEQj(HaXn%AhKZDH`35tTm&UG4g
zqrsw$|9&#;o}Zr|rZc?3?#WK~?D?Mq5O6nceZ!xpn--zswNTdAr!Mt)@#3<B(~OG~
z`Ps$8;N!KS?!b~Zn@{XF+7@~fsfV6>|2GNmPJ&r;iZrX(Zr&xVJwB%qAMpiFIptHv
z_`X$tZF|CCb6AnX=!t;ShaN7iGR6_UM1xso>v0|)%nDX>^ORE|Q6<x~b8I3XT`mZ<
zCD3Dz6|`l%|9xO!LtsWZnMa0qGBYGJ)X-~NCU`|Dk#mfOxf9rV5}$R<xJ42thGA!C
z$D%(aw|D$wWaLD#YV}|}e6=%-lF{H`OxuvZ*xlpBe-k9(5|AJ*VH_Q~Qg&ZF<@%vh
zDKI@;^)itSPn|ba%RVG)Vq`m^j!nvyPM$DyagcB{OXJLq)v2ztjN6``h*Q^ftiPds
zH1Wxs>Xo8^Z`j%L@Mx&t74=7y$*}#|#+4DloE?w}`KS8pqmwqzf9FU0WWLs>di|#A
z_#pHs#U{0hZ+WPvFC7X9v+u%<!q8}_w)TXO)8f!8S^wm)mX?-rO}MM81FC!>TJC}I
zD%$5{9RNpKKtKRzI13k72DfP^z-GKuZjcZOqTQs{Is-wvm<F=_orLq9#Fm=^m_H|*
z8REV^E-uwN`&(OE6Hw3aMp)a*;Pc(SgIQk(<z46Z|4rY`Iy+{xU*)c_vDyWHEP(BD
zhAY`yS+9?~1~xUVAa9#nX;itsl##Zz)5F1cT0+RzSFJaf>A60|p`}-#IF9|>?1Mcm
z!{+0u$Nc=RGM!`Y*WyGx$!{2x{OGf5_K`9oc0}<*H<f=_-3~5(oZ+A9svzN}schn{
z1$9y}XwW+^D=liMDa&DcR{j%J^ypzRPpSNH5yy-P!8u4&G=hVJEq%p3f3^DAO;xX>
zD!R~UF?ROi9O+GJ>GAP#Xr1H2;Wj2ZI+|Fj<xyOGd^CUBb9W>PCG_agBMy#|!onZ#
z)Y|UPFR-$*`UeE40i)Vmeg)8%jxM9GPni~kPRDR@aq)5jB3fbRl~EQ@n2U>x>+F<O
z7fki=UAF{5!ie<=xR>#t_^%8K*80+=o#VaGCQw;h3S#^}>R*?P{F=pa_=zwMy{5MR
z!tq71ggq+A;Zh<jx}#&nGpTg%pCIm1QNZ7q3iG=b&oucK%MGeMMmD?~4(R5|Gd@3c
z61@A*&$8o#T2`6zR|OV_0ewkRPM5!xPyHMJyqa(g6k~PRWt3L^GSmhPzuJSkWOwa9
zuSxhDQ)(NS%7LPmt|D7po)y`pOG+hLf_wsG32}}}rXz5tnw$UrNT~6Di@NU?{!>%9
zbm{-T+WUW99{&Hv2ND%DHMJHN=VO?}#b?X-N#~cGY`zp0$JN+9-T5;1CSK8eLn};2
zwD3XhYt+<~&Blj!$>15{7k_2S-L=X;j$$g#P!(pk2=DNGu9wXGRT#^}%P56gZ0jCE
zq1^eOPmg@Zq%}!tS>)BF@**`fG!BoB4eH-U`%w0@G?ltBGd&&~AI0tOCpY*#RW4(0
zwNlr4>DGpAoHW@Ozle8kN_3hF@9*zdvS}C%JwxnOI@f;~AJ;<Z-((D!>m;bp0M*o2
zASG)lrJJetS28xvtV_N1I7sxeZ2oEE^I&iEbjellHFw{I^*R&JVd{1zf+}#p^Ik9h
z9g<H`b6t&y2$gz+@j4GD$*ry3rF|?7?ZEZ}dg|Hfe!ST4>6fxe{?=s6gu!IH`a9x9
zi1rS4c|X^eSH-6*<mKi3KtJyt1&C;%sj00Gs^&T*W{|w7Pw_G}g+&!gFrcv1rf`Sk
zzMcVrYH{V>n?ub+rGZ8J$4N9ey!)WE;_)*mBq9X3m2aib!8nsh!9c9vyvbVf6GEY`
z7t^yjm6?uBPqTaCa}0ItQq&$$Q;^tfRA2l|xq8tUMcRN<>L@nNG__o%c=D;>oez{a
zyh~aT+cXgD`z(MJY#oh)CCfX$CKe^KwISIcSJ>Uh{Vp_gaY}4*PYAaETC0<GwsM&=
zac$+z>hfb11yycWr&ilC=1XN^eYIO`7mby?4`IF1&!@SZm>tpDjRY5AjjGx;5)xu_
zhjjCAs8VB4{YI31erJ#T@k7x`@J8Qt&nuVk|5~QbGq4<Q1A1t9ki2(vr0i8W4Wy)`
z0@gSxm7ksP-{IjznOm3*sr<~c`p?h)ZO6O|l<G9UZCzj;Fq1_tRWEb-&t>NjQ&g(u
z*S9#E`(W-$N-DXjaj8Z$vdn9@F0ucuaT@&wQ}s{GXLcoD!u~dv*dG{B1-t!SoQn<H
zrm3xMX<;TUBi$)&sHC7e&@;fv!U<Ly36os_ksSzW_bT_kba#)&jh2`5U_X}1jX5=8
zg$<Tbn`2uS<#O!mYAkl0@CDk)$;k<9tc#YGqNAd%GP_XhV9!7Sq7W(kNiQ@j&?dG0
zDUrDio3`v0?s7><$+e?v1uQJw6Nu>Z7&}$Zk$Jif8JXZ)w|W#5%zz{V_eN{U95UZD
zsxc8Y7||FynUwVHn`EG5=3wXY=Eer1sD#O;mYhrlTK}c&V<luOw*$n&QTzb%qvE61
z6<qRdh9~AQb3H9RQ}mv3!D4dNm-pfOy1Kf<uU=uTt>>Lasa{5T$8T872YgPgtj^PV
ztNn<}7+E9X?CczsKtV=kZf?QE^f)FmfRCMC%+IUiNAHhHpJER?yxiA4O<d)IE0fR5
zF)+<;dZn^UsA%wN&%qOJdhVS!c-GfZpX4!0A)y5L=LAoAaCqf`J&7q^4GNy!=@Mu{
zAst}aUo=?TcIII}pMT|<r&j6x=<PqcMMq*k{j;H)p=ohkUrxJ(DO{Sc1hiS^ixLx4
z6BAOXD5$Av$y9t;Vn||lc6Y$J?AD5b1~iLDKc629y^Y^vuj~@=u}Hh;Ub?MlxoFP^
zCh<Iz(l2mKlv+l@@Nx1=Dol6auQi1cgVvGUKuvgBcJ0HKcUaA_ZnUJzJYT9RjH~vU
zknr`x8_tzAp(TFKo!_Ot<E<VaAI5A{7?q@?Pz6(vL4I~j86~Y0uCPI&5rj+a(Ba?3
zqSy!pXJ}&+;!dNw1Kn31`Zjt<vJwSnd1NfdCJZIDE5nuE@-iwTBQ@6P_o+J$#zmxt
z+{cup_1B(yc^P~%;M10e)?_tGu8u#Xr70gtuW%iLT-7bvL(2=l%ehpbDh6xgFT=+o
z-`Is2ck6!)4bElZZos>aC%-1{)7<Q_9ul5c_c6)&mI8B1W1#qZmpd+Xznr0+;cq!S
z9`<c-kHc@j000AtpUW~qtLIFlrNud;hZVBU%$O-wlX}1XJit>mu%rDn^J;5(egT`D
zn%Y~WsjI8dtD&uV3z6J(#3eNPk-rtv^}a0XB`py};>>iN$p*rnxZ}?F^mJN$G8qji
zLz8$c6C0b7Ez^fH>DQX^n)8#K+ekAtc_o#R;-sV~iQbRqayh8Vu*FUM$Y#n!rqdq)
zf?L1%hbg%vQzq|etRKUr{uC<@<kqbuazbc6=p!k}$%Tc4R~#2vTyXkPhOMC{ZunR#
zE1drc2WBnNnF#J~u%pX2I)RU9OA0H>%zQD+A#ohv2xGMEWNOOE%TcrqIX?DiYYktQ
zWqSN5WIZ;AB;S-5KzZ^q*FHxGxp2tqH7C+kp=rsO@R%54TI##MmbfsopD7lw4@ieb
zvk=u0-i<{?z5Qb<HYYO>2*IS7Fx6$xD@PGgrKv`;UHadozPrH}e$@84DL-L(aLQn2
z@ln;L2c5w*&i6f?iANUw?S$dw^>b;*$vcWB^x_LC@aT&+bgNYWn6wxgjq`9J(`Ahh
z!O>)AXPG%XAWH2<&C=-JyMH(8E*%{m1sxgX!sgPF^T4a)wVJZeQ3l`1xVVtR-8}=3
zEx$n@1b8bW$&kh9$w~R+Oy|r%g@ah{G=oa0dN!8;#<AHgxN)KT<Hy>h$uHgV;&g`9
z0SZuqGB#%IPBPg38y77XRTsii2UV8<|I^d%qI-MM^EqZNOevHUSng;+Vmb;6Vj5*J
zbsWo1&+Y1$nJ>!%P}2}dk4yK!4@FgQg9Tp0hsNpWZTwa^%bwfkwQDcXBJQt{_aefB
zZ{ZWb;jnG)Ws7V*7JYqGWx`thwCqj7+rRDJgLUp-F%ub?30u2WS(YCZ^b7H&ir4CX
zf7q)3i2F{}Z6bW;si*W}^pB6Jj-<Oq6ctHpF@<f^erSm(jfvb(Gcz;Jnm;lV1(8_1
zI@&*a8qOYi9zIYg@F7QX&Ki72KcXBGEO;0bqrWoa9UkqvT-~`TR3EdhAV5pqnDhk0
zv&o$)HzsBHY3-GXenC!c5~49n^5muF)h!;*8=js!7}aWtzABrZU<KIMulKYWyHgp&
zr~S1{sCG#dM#o2oGU#`R#0?D{PnlatkB*M!E98~sZxRsF&+>Ri(^*wmLK6P*j@h?)
zINhtNs)p5{IoeydQiX(GADmS2F7iNLHs)%+d+OA<hjNhf6gk`F!}>>WTt8vg)z^DN
zB`QudGM<~u#g|qwTu!O2&UhYjf9IxW&wZ?x72*XVEEHNJGq8mXur3H-EM4vp0hWl0
zFQcS5lBnRRaLZuCwj$O1oZI<IL+KZ=9fdh&uT6+c1vOqlRli>b2;lEjU3R96gvTH1
zH$q1ampPxahY7sflR#O2?50-!7@9v=FWews(-y`XUO}l1!lw2j{N`%`f|78}F|bkJ
z@zmF#T^k(WZx6N;PqC^Md%*Ne@DsaiYx+xwhO}X#mt{pDr@vD(yyOcD52w<z$L|9P
zX|{pM1+T~MQRxTs$YxO{9*}K<VD0M*n{WE9%NgAOwAUR12jNv!CgH`UMHIG4C|=G7
z75~Kts1QnMj}(!Kj>6aZX0L*Rp@(~<UtJ=jC6m!t(&N;TJzf*s({jcbIh0b~g;~+H
zL#HZP$&)}Dd&<kl@oV9CfiCFIguZQo7f^_F+@>XxIF`0`2vniw;eEeZq@(fdS;8+p
z4L)$q;G#N+0LUR%MWB*ze^OS9r=}-xR<kJQ03>Mkc>D6Bk!xhrZx-qYx8o~6hAFM>
z=x}%1;sr{+pj(;|rDqZn;--&2NY>KUbPD{$B~%ev;hEAbC=%6ibCRSx^W6a4WdQxc
zRuJ?8%x`t!;T$_aNYTcVICJAM=JuVtw5#TiQb55RZ$*FNFhkzsZ-jA`D)MiJD@$z#
z+1WYRt!UYIwYyq)u(vm4bG7t?VSJN&v4A=C+3vQvpzGHb6{WPZ@v(7aeoSmkJM>FM
zMJ&{jLA1J`-LgfGmy_Yi)1g1(hDiPlewj|08&BJ%4YP^Lv++=S?_3RKz6uOow$7>P
zK(m+E)Ff`eeZ-ng#)5&DgK+O8fR8wIcBpo<3rKuyRHwp^s$qxGU1saA4MW|Whj~bR
zF@8+k;^V!gWwmB6<q-aRNyIFpr=PO#sH6GiWBw~RJe&;11k)ap%!w(FGQHwiXVN})
zv;WE(JvW=WbF(WWWg4t!hor|KNIoIz^WFbFYaRy6Lhw|g$@!WEbMw7BWtEj08`lY6
zy?XV+kWF08O(5Q<r@|07pS)-O2--XHU8<O?vwSiv)LG4nvcEu5IT|K2o#M^L>iAYw
z0NIfjh@x&=O@b|$S&o>jwe#D$)@oRJFofXj-8TI}>jz|%BdR8EjiRJ``oiw~l>d4w
z>!gGi!{ftPTYqOdy5eJUqp+ym+irCq^slP=0+y?(Pdt{(TJ`b_eNi(rWxtEBQ&W0g
zv93ESIaM*SX8;|u1SjRs*5}vqcT?{5N4*HhOC~Fs1xF_#L;g63xBL<FW2~p><G;zo
zeLD~^KM@ztNN*XFN53+-qavUzSaq{wK!6K&E3+NN)$j7Bb}chTn&d%S%f7mW(8(AR
z#-!H@E!D5bgRroWAQWjLn!5FxHJ&(wv0>0^Bg3MvR!?6a?uGqu+(y9ptbwYFikA~3
zc;(Z4TGM&nAen>SGd{Psj}$b_9vv9T3ZJLDIzM2xzeRXE`eyVzKZx7}DJJ}+Lgw$Y
z{xcDy7DCPVQ$b=f?lO{;y$7E_W1{?2I>xo%C$*dFCTg*MGvsf&ZdCcAlZnwoW(uSx
z?VM+^5(DB~&pu78DW!B*eX;VWW`Pw%fcbplmOYT!ayX0A9q@to)Uy8QwWjRXchyzu
z?9hrd?WB}_>S{aceXsVi-w_XIwVWYD<I$_~?50l%${#739LN98<y+OVpQ)sV^rHiL
z5q0FB#WDtAh0htAtxSF?Buvp9oej*tGFaXh>4TU&wY+3D4gi%z^;7ST?wfx2dr$tE
z)-pD_9uocM`qv5P-hp3XN{Ec^m^l;N^+cSYr8Oh-EpYDi2KoLbAb&kKC-6b@l_OBb
z#32K+5jNveGM?zq@BE}A(w-}k#y&e)_yk|Al~>MjNT@Ibwb7N8H+r2Oya=B~MpG_K
zmZv{7)S?R&MoH0-_=c88x+R}@cS^^!)BIHSv#H~$*IBLH^1R-jULh!uZ?OFIrAXTi
zY4E1^CaZroIb}%D!s@+w%QWnrsGnCAmaY8i3g3lEeKEb#L=-wAB!?qUHtWh}%WueK
zxerY0kOT#SgVZ)o5UkBt#NOWz{|}ltvY6QKBPauw8IH$WS&_Rj_jQ;ka8OlZZ^7US
zLl4a1ZiMQ*vVND$ob5D#4;~8$v9^hxWT%YqGk?K?d;@vlEoa2#`io%wz@8TG_<Ter
z-YOb<(-z)p8cvzGP3^a_gc#tQW^5K*a$ufyuFsZ5(<n)GQAG#D>vYwfFOmkDDcz2+
zpf_;1dcEPzUyMkZ8;v6kjsZ=mc!m}^V#-7rT9O~V*Mo-1$w`O0c#*uzs@)Hsn_Ir^
zWI9nZgKKKOeR*@n0Xw%i$LivFO#nlz&-;%lDF9Pq;(HXA-miE^lUPa^vWHX1Yq%lI
z#^$tDS^dH^qM*%W&a$PsX2WoCbBS3gwwMpIv%8;7OYl|u>-(^x+}uENkPhZWGBYzd
z5eW;Y#dfn*@|c3jPxv<(sVL^gBs_9}6esapKsp`p>I0%x`Gh_Wn|$TwKCAIKp56{e
z+YSRPviaWK7QWY?&A^~wP;L5viiY8&IDpYe?cvn>W)tVQ(I_Lp*-4loWXSdpvVhdB
zsguK%AD#@F3m*8*Qq8u_Ql0DHK$i`@4AB3AAHd6r@?{WOUtgbp=G!q6dL|IfrLAe6
zYw<g7o>cF{+O9vF^xxtz<1HRe-7=>S5CS4WBLdsRM_hv1p4YO!`YtEB$$+gD-s;1q
zWwT51EDJPR{OHki3mdFOd@#(Nda<Ut*MET+)DEw!tC2Ut`)Uh|uFqZ*(Yz;u_p0<|
zU>7*FB6e|mLliiKugn~{y56*tsaN(b{6TG1mSpB<SB?3U7c~m*x|DV~d+%R82X+E7
z+O=yCViIFY3$wLb&hz@8TSjL^9`PW^JB&VmN^Wamxg=*olbB0O0&==#kJ=OFn89yt
zK1R>fW$Ng!=EMKl>PJLEIiBurNDe8e%<e|`S{|eL6aUp=HVkrMPVSb)Q9LLhzI$~+
zmQ++y!s=%1eH!m*?`;1$OZ9@@I~G>=B$+y@uC6vDTojlmlL7N_9Q%Pv_Sx#t-H|^A
z>E>RYGRIgw&$eR=h(9QA5YNrsm}TLmC&nHQb&b3p$(efC24?=E>!!QAhazccBsI<Z
zhvS&lnt`w)!-#MR*HKX5aMc#viR`uCm{#9Q2sF;jEMO_9*&!)7n#GI$ezU3Wx^-Fe
zSQSVf{99&QZ!*aRIe}`ENyj4|PRFO2{T2>S+hV$F+1HaKeA3gnpmXEjRk#eJ3?(AJ
z<b90Pxxm?T={F3Uq92l7Bz6zge9D$9%yV=7*}xK*%xcJaHZ&6m^!}6FvV!FHh1^aQ
zXRt9zz>xT~(kwd^nptyPffLN{y2t+AW!ufNC4^dV*$^oz`ut9<Wb9JNL~92HF^PW9
zz+o6$D)!+P=TT-~It+yF*gI1>Hhn%i-rnB!f+KfMQW-Ck-VSu;ZBG)!WbxjN&MkcH
z7PAftDm&NfcsQj5uS5dQYp28e(YQGM7h01gA5Gu>bTV|HJ4qd(yM|7Qh1iNYS@R*8
zL#02MCfzGz9=hjj)+0}G#;RZj!6P76;BF(8XTX%VnqDbTosts!_^b8d26(FJT)1ut
z=beFCv-4n5X%~z7Xj4STR=T-^@!bcHpKqo?L8$uT_b;xzKZ21@|GNxfa;gw)w_nsR
zqpRZ*9_7li(M+EB9Z%vFarN|$S7wKXKs5q;x2n22Au;|2VN*lGBFf=8FW(bZ9%Q$Z
z+fTc%6m`0(ETF#@Z70KgnS8YyO!}g)cjxA3^N`y|+7|JNL<1{c9V5N(S_TeMMKEv7
zB^$*#J*}Fr?bN;J#Rg42lA*Z>k!EkMouYAqLGjffAF$lr-9cGi6C`xK6m4&5CjF?N
z&5Z6nF9?z16=m|-n9uLhSjeKUaWE#qWM+PL<9wm1kYZg4K)S4HG`%A9QAmieJqDQ7
z9;1D;kAbH-2H^aD?>0%nzN;T?%%|vq7S4FDmT8BMc(d$Vsy(^dotm1uGWZp{!YkeE
zEjyra_q6aKhUbANhlH`8hO5FI&#$SI#bu9U5`>=_y~Dlf*l<I*<CKnRoeRBAQfo}v
zSlLG#SsoQ6r6=UUpGv&=V?^|GYW4Q!g1ljBr55fLU8f}kZ_4~J$5N9zviGxfW&tm!
z%c#nEf5cmJnQKkY-?KNP#r)YUca`&<B0$M&ovKL>IoLngTl9pB0utcPi};gC(otJq
zJ32m&#F}(B&%4_ESrR{4gF=x-<;bw2+2!!ofp%4LB)xftW`TzDA&IX1tgaIQFaR^=
z$k1>*()!qIN1UYd6hn+*jZQFi0I)`-H=P`v*;zRAx-@qpW9EnjDYW$@o?_nE+vi;y
zK#9zoS?*p*sQ)RfC&Bx7VI?I`jiBuu$i(a)9Z6xmApQm=U|++Q(^Idu29DSa8IKW?
z@+bp?iaSSdtuG@%{f8A=)|Y-AbOk}RcKL2w=n_}igi#FU>e0Q#X4aAawbD=xvr!3Q
zGY1D9=8sS^#}0L+pkC5$A!bqYcqrbWPj7E8He&)Ssp{Q>Wy6ZsLmcxcY^(_B=8WYY
zPtGb&$%_w6Oa-OQk964-9@XRv#;{Xro0>9i`fQlR#w5fpl&6Z&IvP0~hlNfZf|5dx
zh-|%uGiF5VE1B*^nl^Z5+m&GJRW48-iiAk6K^*{#NuDkWCtDX-nY{MCapt5kJGMPs
zT4+2KM%i+2a?_|z*5w6}E6x{fh$*yy3m7t-4ALcv`d<w&$tsnRm5%X+JQJV1vlBlI
zX}QSzBnUsu7j>P8#e^3eF;!9Y07ly9yVdtmzY=F=&b-bVpNpb?bwD3s$}3GJfot((
zXHs&}s*YYA4dkZOZh?tM&&&CpnZugrm3`D15Ktz=FI#0#(IsR(>i)5<vEIQ4u=6AM
z*51zUHj^jmrhUHN#etciI<Hf&t2=>g=V=cp5^eDOFRRbdD#8ZqzMB^<YcHb+yU*KD
z$}K-j&%@yFY&kh%txZ9JG%z2uP)L+3tAAZ^XKQz2&3!vzzWq@N2MhZXQfe8CEY)y!
zN{UySnjPu&p&Z|%V8I;oye6e0BcmfD-+iV{LMP>)f<*sJu;IO#T7uPctadd|O(Cgi
z6PV91wVzL-!mRqPq@;_$&KkQPe$iR-D<-58C@UZs5&`5zZJN62)N<;-X2&p4|9(@e
zYIC=*_LyTc>243?o%;aV*zNi$=xpy(Z<FZis~1&~*Faoc6DP%c5CdqxS0=+u7zP{D
zpnE&yC9yq3=l{X{u=YH<y1H+>;Yv!Xig`9Km*09=zs`}9Ixfqh+$&6Ie=m)&BeY!4
zbs$wmi#e>}8PKe)dwYAq8^3!xIaT~ZJ+qd0=X*(LDe<>Ap`C#DEmI!OEEN<v>HY4L
zif0C#&pr|D5&h~&0$s!T?IauS^al?bznVEWL=Vb5jkqga{S^E4HX?-mL82&MzSnOZ
z$<7Y2n1>i1Uz;dZN>nnu5!Iw=384uPywc<>%qw*mfUBG9C;LM22CA;E4%!eXwRYh$
z)rbgC5H}D!<5N7-YG!_04um9;MVyIgyvPwOJllklf|*%F|LxvHYuoQ~ISuKY$;?Po
zA&^O5=`(KN&e*1;=z5nSAFrsXp+QPc^#jV-rw?kfpm`NLYme1tZo$rb$~ma@=!0@Z
z^d=mlTpS@H#6r&JT(4?R?@5K4t<(ayHn;<XyssGrqhwjsyCW*fYpVtQN%_dKrCe~(
zZSS$Uztg7GYjj$%m^ha>FJnbnSy_GIac4NSo>~h(3u(w))?C_JT5(@-Ir23UMxGYl
z&chO~h}7@t?dM=&DJVeD&$#!y+ba7xf9$r2)&>YgPaEDi-T2|d^{WCt=lz_@n&#%l
zFX*u*=R&ipGS`l77Tctdmh;OS2CqrR$H$M4IfDK?V`Wv<*u+F)Vth2$6;!Cac2j+Q
z%AOs;6n!{1a3qd<MTo*513w;5#nQa0dl%7(MN(2M4YnBa@sW~~Mse{A3G<Im)I8DK
ztH&>6q9KtFz+TH2{xjT;ypJOR{k$o!Ghr5phK_W#_>pRKJm09GJW)THv{?Di6snz7
zQ0URn)ExtPMM{q8e6N&CFu>7r)^f{)gt(94d*r5Lf4z*+SFnasAfIjt2{9<9U%&1Y
zuj?3tQ#$%UDYTszYl}yDz-)WzQdBgQa-usbElK(Y*T2dMqhRpK>}EvzV-4NpWYFyr
zwcGNMMQVqFJI=hF6&*u>0_M`CtFro?ng*IGOKHsK0<KPA*DkdZ(_?sKC8vLt^ud#x
zbx4}HVp2nk*7`>Zb90$m2gOC$lt3A?CZ74+{)@v+!aG!HZJlFwhow&e+l!k~1Y=U_
z|43W`rHgV_E&METhxM-@$GE#T?1cjdD2rQ5?1Qou6+=f?M=$z$Nl0i23JV2^ZOhu?
zKts=AD_wulwj3A;K2JF>0)J_+p`rfh=+Fa#GjjNT&}B~4_w#SF+yu<7xZrDWIy^r&
zkE-lLai4NMkU0pW^uLga5USY1oM0TRtW<xhFJF51{$3jFE3amGueq!1RSVsVKKZ-h
ztCWdt%kwp6^vv_ui`#&6DBAGaj?pVgXbRK=y_HT#D1FoQe#HCO?Cks?IaQZx;~IT1
z!&s^|N^Q6%*%5(>Zw!P}XlZf&*TLVGc@9{%q}K(u%|2&?xpk;A{-}^?s<`X@3ryMR
z=?`{XsHmw5S&LGrQtRvM`=%a%O>@C?5^PZ9s0dvN5&&)3Xh9u={UtSGPSw9Nr2P+}
z=F%mbpuZXC#r9k(rv00p{rz{D%l~xt!M^?c|3C2mzDmk+!^oMTQPf1ffUDG{Uusxg
zp+);EVR*Ekn&1SqGlgO$Od<{SJE0*#nF@cGb|^AT$zD{{+a8_UD;}Cs_hd_4pxG?h
zVoA`|d^xXl4p8<X8b1qV=gbvu<Kr`jghoUNxL$oB&?206?(5KhD>Q`LRjRczp}67r
zLbbBsAM^^Qu55Dl!QiWt*v-X=bu;>N=<ZRKx~h9Yvda9gQeE@SOjC8c#V+Q2s@-}c
zAaL{SoB4YZqCj^?HYc^>t;)0YKQ}qSctMl<&X2*t7M1C-B5fcui+W*bI9nqZao$q1
z7`4#i68dJ9x^ITzDLvron*<qpE?xOPt~)zf_d8SvYw9VX!&I7}_VRwsgi5+O1+ic2
zbo~N3Yqig(r(@#|V+qS2lc+$a`C=8`(_><kDzZ|~PQ+>&xo0!Z3<2}+;>Z2MY}!{h
zwCrYf2`KoZ7JNe!6SXy0U$b$rb$u87RXM_RKD0GgzGG~~+AWC#1;LGTXIB~r&2w50
zTV^HQ+!*cQj**}Zx6*+!Sj!x9*U44hmqlYv+8>aE9>>qm>t#>tF7$sFP!!WUa0VU=
ze~7W0K$e%fy6gjHdpui<{BK%~ZIm`FCk${Bq(IwNg8+WKXU)jV87O&=mUjL3Z+cIg
z7lt6^vJpS`U%XS@t2Hq?W>Z2&d{5L8tEd;M@8ae3xxU)|{!eyBBzI}Cb!1pk5yDQ;
zRsX}_KD9ykgb4PvUM3$8#&MT3(<Z5bhwoW=eQs6ib2NHbO6$Qr_1*o*0v9&PYo$`I
zxY}<UG89~%R7V@F?1ig8-J>6WaJ*nx=sX7P^lrA-L+Z0+safrd$(!pPwvdDYpvD04
z@%VT`(aE&aU~-oG=R~K04L+#O;qY<iYQJ7lTBYk;uD)|}g|m54jJQ^p$pY!Lo70O+
z$CwgDK#!#mvTA8^Gji;xLF3=0ZeoPlTFN<r%?xE(E{QHz>FBL}&6C<U^W<U=0X;*B
zJOUB;Y@e1A<mGuPshwkIOXBC&A&Y(+A&R}sgXNg=z$3PC7CpTxEg-1$fq&?i$f`2y
zV2WgW(0rNBr##Stw4wRL_`V(|xaMg!z*N=5rhkT}f}02PquV-fY!J%xR+vk>v@OYI
zJ0-mEL7%?8HzAE$zUQ~X{^7$=z%jb?&Rh~G7B?euhbs&>h-J!Nch|~(09=QI2|KE!
z+t!N>D0ksp5}WF^xx&fD7DbeRoA>PYENyMq`PqP1xkYT1o@#gPGoZZj$&9b`ur2@X
z$~Nh_d_TO-2mZ`q%cC`n$1x@H(?CR6kyPsi;rzmH_LxjH;~_}Q8lJZU@>TXj3>BrS
zh(T8LHw8~-S{s!bgKo|39U>FDQU}{C8@4B$@hx?a--U&mnsvglktTXgS@r$DES^mL
zTw>R4TbC?tvP%UL%&o$UHN7MO=oPv{4ffuL);WOZEc>F9{|b0(ej~5;tkQR2eO6KN
z@u`DiV^dQnKT2%w^9G5TgCW7d2GBrmTkVtQ{zyt_XU<2`+MZR<bQb@kb_EJl9vx!^
zd;=|q@I~Plq2nJaB1dw+RLa<j0xCSo2vsRwLWV2XaR>duP>(Y59)57~0N3j;8s6WJ
zBIM=7xVeYFf5%K1`kn!um^k2glCf#oPL>&WMbPG}ehLW*dHsYGY4Zhv0GuEoz;H<9
z(60uJ+ulSj3R2Q9*ER(o=j7zHqfkdfnNrk(_K-@eVW9TxQKEb9HZ(QW&<s6vaRb><
zK}}`#ZME9b;o%p(d;$WBHEr+0*y6W$dbyn789*+laj(Dsr=^(SYabsmlojCXod6Y*
z!_UfKuLz*`m;z+XXhyj!SFiSTJu+x2DCij+bl5~U<;($=vx$jGw*V<yT5@tvQ>pNb
zy~yOqh?Jm=rDeVm<y9PBLcZZc0up3}qq8;HE2yT54O33eSG9Oe4P^eL&3$*hxI&<?
z+mR6i>dYRex@P+Lc>b$_o*rYvx8Q`F*TggWZvpw0ma~l(^DL=HyVaWwV$b+2q!vQi
zPV`)=&L=w*(I%MV|ABWPy~DpNw_I^VHM7)KU8ZBq{V?HdCF!JpxbkY(NDqC4EuEuR
zQQ<IFD{}tVt5-9!)hiB5yYlcIS>o5!j|3tfU*+N4DHv99KAce26XmZ^c+2a8_3}Rc
zW6FFTk@3k`ed6<i4&M*TbNH_ww%0&DB~(uqGw3`USun43eA02++nj5Snh+7bCiY_I
zgzXUK6lz5Ff|%_$hn}k~GUwFfnot>y$S3c4jRb88cUe^@{RZ?%1KhQUwaBJ;q1@);
zfC42f&mEz&#Tj!24<Lkjx2TAlX~Z;2mjv2;3s1f*D@RF58AL>v4yeRUfHs_(L+5+?
z%9aWATAh{#$cp*hcjl4E*H{5FOH07<KfE|CZu@|6tzMB;TFS+7_x}ASwL5Wfq<V{h
zaEas?21Omf;Xzxaa6)Q7!>g`;DJ&E|IYBWgB|Jaf`i>+>;<b#JR4gni%2&%k=$ii{
z%v@d}UiKH=A617WuTRyiA_o9Fr(UnWvj3N;U)7rtoL|ABHew=Ifo3N+-M%KNXn79X
zFDA2u(Q9%K(%A<z;#7;Ju9Mqp8LO^45PRTUk??zK7~ozbB9`R*4GfwpTfx4xL#-A|
zrcS+&q<A)2kd_mxwUurqXht%4julqSTP#vQ^DQ7<M>)TYGR)EWqZ?;514#bMN$fy)
z<6X|CRob7V{#GhKoQF?NbZHG?%29FicI4jen;R?SH%)_rwheEvisc%g4cre_ds|qN
zk<E6#G90oZ5X=gMuW)yYH}IAXk(l<WN0JOhJus<?ao?pA&%*>P^8SEzz7jwcC0y%-
z9eIqJ?m@`K#%cMj@}@M9jRPTFuSIg}QQ_iF|1e*FJ<l<aTW6X+BcWvR67#|xR9q;#
znOK2ZyotC?)z)_HlPkJle+<}ko-PF?MU_QA6)pAF{)8bu!q2u3$XyjQynY8#?Cc(C
zuQdHRUY)K0b`Pik!^6XnBcR`jF6k08?@O1^92=#gVYHpD3o5F$J`g)Lg6SS<q#jLU
zCWvF&S7Orhpj~*#63!=-JdIB6W*1tv&5~Oa$1C_+LBS=NMGXfOL6H8wC<74qq!<>1
zD<E3}fgCR+Jj3Y(>94u!T*`kcHodj9E`2WIx(y)y&8o_ud~y{>a|l9P(fR1^)o-ls
zWE{+xLWi|!AdhvPu{$BQue2h1B*l=0{T<C7Yl%uo*qwa_mg=1*<~VH8K5(C&8NntX
zGi=`Z?b62c*gYpy7j|d6+9ri9lX3#cap-)gjyeu{F67r9!Zu5;3QpRDl(XhYtg{>C
z1dxZPyUhgy?zCxt3crZU+941<1Kro@TE!q5)<tV)cSW5OWOEf`fN<UcUmXXGdNm*_
zb_4PwEXK4eqJLmuycnvje{dm*H_747@W!Fq0&b{fh^c7pEF>BNgV^d}&S+G5l+NSX
znX6TF9?1=q>4*&j*O`4^hSSs2O2qgjKo~)lsplylfp6(vI>hE@AauUY0iJ!`$wtH3
z*%^OPLw$V&CGUsvv#HrX0+s_bJM=O9QLKPLa6L3M6cqx9@C)fFqMp^9>pA)t3VCxn
zK}WUEK2DADTsLg2Y>~MNaZ_ZoZJ{(3PUp6oQrYX}k+pKw>oZ)h5-lLqE*--4WXB&g
z){e!3&&V${%GyRp*j;yrY1TS>xjPNlF(Uivf6VuiDy-IxepDL4lYYU1Y2NJp6cavP
zD|&W}oPQ!mXajWZ2)u;z--e6xQ0HILoj_@pk2+Gg(|81g4)xa^-5#+$Ux-^;G;jp>
z42a<1f8>lsMfEtB1s-A;N+kuO`-A8!j{$|=KlN*+WTcW9*U90Ccb|!6y5&+Hrdd({
zz$-Q?MJ&xOiV36GW1FRb)zEJN%8c~7sLe%#6%xn`m;BfzN7oItx$AP)J|97(+(?w-
z6?vz-7Vm)4{x`uUDNV#!$%<)cKa@(EkbT}$x>?<mFt@Sp;XARarMHFSIIrdd5nL=&
z=-D+21N22+_pVB!lL`O(Vp=}s1kQoPU9CXF+mef50N(gkr53xmm_<3!%hdw1`B6rm
z7d5{|75Mr2o$)5xgGm5xc8g6-Ow>5cHvd)dtgWr_O>9j$v<&NDwtjy%31??#Cry+2
zu?CdBluH*s0I-yomv?F^a7kpPF8IJmPOd9EQcQ97@IvmZJDQT33LLp&#)5YQIH<oK
z_+oPtovoL+T28;kXFPZ3IjN2Iys|%Bf=@Pq6)$lG?DcPv<4$8soQBloWV?%vOw;F_
zM{cG;-D}1)DX@-5gnjpA1%89|o(@QD4#`g)oym{$siH0=La29!Rvh;WE_s=&h<F<y
zCBNP&lqq24BuSUx63g{Nyl^T@C|8luVxz?`W49bQ(qDh2nlAcQ3h#!cAV%BjHbJ<`
zEUhRve83C(U<X|YPi#697S3tD=@`ARTDIAxv4Nt*zuGM*`IcbbGdX#xxVJGn8U_cQ
zBP5PiA(w4>-#f;LT2*L~fN=cyv7cbPAxIh0;M2Fay+RcOThvF7*9~{XMldZIynn(k
zKvRbh#Mx1zK*TsD=;kh|k)}%GLH*7GqL(j(G&42*K1K_|nb$E}Nl}qv#~;~vE&7t?
z&3pvsfm(Gw-TRl{jXPG)c{oEXAV3up)C@mZpOTy1|8sUFJ6?lz3@BKwlRtjEc|6(^
z%UpMZ&TH#MwW5qn$C99sh)6}`=5$>wTg%(uk~kRS0p6PdWISYc{nxhobqzITm8Jd5
zJv+mB>ncAtNIzdlLTK*sJ^i=}48}-h#^`oj9QQM%Ex6p`@^8&OI9nl}tdFA2=5lfk
zYaHPS!+DWzUXAuy+XugB4gtCk@@jqN)|3=q-|kC99G|H%o9ku<S5~>!dK?XnCUTD0
zQT%b+QI?5M(AU1NkWhNH$wDiUTUD<o6(;0K0F|yYQP;>HvQN{_`HUHIp}YI1ITmw^
zmZ}hLmUqS^h|Z@>eFDFKk+WRTvCWLL!ax({y66oT96LF?>GJ?y1XuwokG1JK^<o_<
zsqX;1I>@HV&G9#Nh1Ji1oNJ=w{Is*X_6g{){;Qpa(|Ih@e^sOB;0U)*zEGWrJs>4*
z7k%ckrsMK{ayVPAt_z5bS}ImECj>UoqGoCF;PmDL1@2h#rlYr@oHo(b@gejux97Iw
z&&yusANmLLX(y?pa?KYGgFfV2E>yAxL8c!i!N7eSxtQq5Z}<-Irlu=DumOyWn4K-Q
z?9x=j9PeiK2LkGf$|Oy@zpCDQ=&=hZtZ1bIR+HUyRpL~G*omZ@#dD?DnCSfu*Bc-c
zGOf6`Gj<5%9Nf2h>Su+txyrq0mmjU0h?jdrb7K@09ddq?S(_PTZ>i8@3pzxU0#Y14
zqT$=`LAf_+&zq*cz5y$*UGC+&_nv$6LjBl!1!S;+!91Mtg${-5t--6&>bgAq34_1F
zF0{{(4j|td9an^BVcQ`f?phG7vK)MnlGc~PU)0zLc}oDQT(3ai(wW$8uGQ}<F%$MB
z=MFI+j)jFKa|{)^87_$a97#cX#{z$^T#lKU*=0d?<5pVz2ic$A_;(_QpvF&t3M44Q
zmXe2LxX;ynx6jve{@Fp?Nj&{-;Vlb@SR2`N0Px<H_#?fc(~U~Y7c0l$?R#7gG_Cyu
z6Q*J=Ci~-7h>epBd2cUU$A#a_@VcyP77%9&y-JS&b~c&^{eq-~1NH)&rE>&$<tJMh
zr3cz^cHb!EsFf2+zjw~S))eu&6tSv^u%c}bW`bF0#%f{;%X2#;PdOs@1U4L|K$(_0
z5AIS6E+lYNW(+E=ET##Vy;!(+9Ux)ECozZECJ!Dkbq~M34Aubv9gp@l$}+<)o)36H
z#G`_5`U>9OXCQ)A`W`N_QEPg3yq_YtNfHni%JU2(?6i2tyO*1ro0#cfb5>1>oSaZO
zaR%HO<8$hUCbzM+rtkk82yT3k)ZV!e+!A$mbbMt4PV-le<-!o6rdjk^ykgZnCLA(z
z{*!|N|6ud{)Zv8-+DJf>xl*C$KCuWRCTrY2GL!2JP?G;2_TKudsxSKc1*BV$Iy4AM
zcbBwucXxM#pfr*S0+LeFDcz-q?oL6vyFu>4&vT#Wd;frYf4XBh90OyYedgY4&bj7%
z&(}i!Ze=uMQ3;48N9qfKiVv$s95UoarXaJ#);e8p)c@$AYYg?6-@$3!R!YK?Ei7}=
zuC_>?#d(ffafEs|xx0P+bI9n>&m#;Y&0QgbLxf%Ps8;6F#$Lzp0W{{T>m{S34VUxR
zLeRHzs_=an?qrE*Rw~l&n_cgOB1x;uy(9RMLisx{$pqtRB!dv-u6<o#P#cUE>Zioj
zNe%pGz$YArgKyL0-#f0Egrp>>qW7@RMxqv&E*zULwm>v6*Z<N<L_iuRt*)UV^QFc6
zgo<hB;6Q<V%hBuYEErKqdYP}7(Jxf4TIAUN;Ca}&H*=FAVRi|xsIE_S;7*YAWw!~%
z@%E<XSs5|Jhlz$dY8d11^!-(dEh6pDYJ<8|Kjks@Jel5xLj3Q$YL@rtOK?^!co7B(
zzluyZOJ@9Uc8w!{@-wlnnL7RMGeopQwZKbEJsTJc<-u2BslC8>b&!$2z?5(2c5*&#
zs9@#lPYROi9j^qv{E>@=MiDyp^70C$_7X;mz6M1;jA6>hgE7vJ@#ovwGpFJ0NzJUl
zGBDBh`Yhv%WtG190}ay$gxA4G#Z36gE=yn(od2ipI|Bo_gviO6nQFCEHQZN<Pjl}y
zhq>YZ-lv@0{r?8`J?<1Qi=pD-m}5OwL#e-nu0fjT8t0r~_ZjbL;BuY3{&#?%+Qhe+
zwHGg5IMcjRNPT&YgLs6J-qJ<Yy{XE~RFSu)+9t$anE-DT<GV2(e3n$9QBzY_L*FQE
z*>(l%gwfle4d(6EtlaWP&bB-{jK1w%fpSxe9*ye0^NXeA+J*0k<ludJB9jE}yDzKi
zXuj^0AkzA#ONy6#y+hz<WFqCJV+oa9$EQy!j~ZQc1M{R;#|#N=R<Hv=o&aL_u*mV>
zSI@_16b&2n%{yj9O#z1sSO-!6aqP)Dxg2Y$oHjUGE?prg?`L%Unzw71z~DoPRz?2V
zH#GoRsRvo7F&_8Y>B-4+Mxex=2QZ<ANRSU}6y^Dz0MLm0+LQ6lPYjwpU9gx9Zmqtx
z*48GzGhcuIG<FX_L~cqMd~RWa8%IYY4=ki}G`&EMHBqWON>-oz{?j4x>a3I14!r&W
zX|P$$aPxzxR)g<Z?C~~X)m+!cP(y$VcI)3^dVp1^&bdps%U+699?InP2~KrOO#V_o
z4!3^XaJ=Shkd$%v{gB2gkZ5KmJl4f;3~7(2?}r#l%uHIlptH8U%-hcp>6Z~{iBZd~
zUosLIxH$BnNdtEt6nDB}wrh1xINQG}-BTV_v|UmZyCr~>$FatJ<c2k*L=lrf*J!f4
zKH4EK)+qe!Q1X@=9hlGfCD80ejitCKWD4pew}=_Zejo4avjM}W=Q(u?j*51V7c+2I
z6lQ7!NJvP4yh}9m5m(odnhTZViAgb0udk{~r82&}oSB4<iJ2eQ+}!Mj6>ku9Uy++j
zebo*o$)~2KfQe}y1NO@5Z&T8k9A~rq>l|7y;dg%@4Q}x-6=X2)G@;zyJ=LtHo+cJs
z3bxT#7X=L#McxH<dH(_`rQ6%dnrCf~Tkci)<BF~4T)s)5F4cP{`_=(WBcG>4!Ohv5
zZ2f(?%$t<vHFwOx8;4^K%y;Y1+}LWpu>A0&)Y%*O$9Fdml%35ChH`J?9}Xi=14s*@
zdl|!qGyok|-ApydvF832+TR;(H*+OZ!|x}q!6vg4BZW!)&pCxY)#ls*K|r%~g?`y>
z1R!CAe(*4|u#7;VVWiORVc1`wC{!@=_qZDi2$bwdl9>raWWTbRA!=O}6=aUrmwyH_
z7O<~+^V=1G6eMIWr^7*4@BHM?AJfB5Br@-;$7xc$SBmMgb8|9(ufQJo)uRA_Zh-dS
zd~bF8x2e|9rhSyjmJK^3X1@Cqt15OugQcbO_>yNL-`0gnc6V;9Cp_znM0_swhnjmq
zpajJ?H#9tRI(kxeOL5jUD*I$C^s`yofH)LVr1EvvnTJpb+eWCHcMZKpJMVg1r+n;r
zl+a@v44Me$R_6Q<txS|bkCt_XXyBk4>pjQFl`=nDgwg_hjn7=qdr&fM3Dm1tV0?K{
zQOLepPO~;6s%EOYb~=)?9ey|M2Rp<AU!H4KmC*4jk9+sR6_mAV%3~EAtatM?SoxoD
z6>p?L#>U3aQBEFk9ccNa>ZP?^zB$|4DH+TZO1mmmEy^1yH)=O@#_+Y!M?pcUIsO$z
zaN%$OXfcgVz{ySiXVCcg_-#FaOUsq$+xqrClYtxTQaxu8Z+Lv#7uDwG=76%7@=?3d
zmF5btnyeZN0&aH-iqr~R9~I?aEN%UIdxSCxHSlW`zE1zn;6b7{J~}JmcL-cICmQE(
z<w^o8f3US0Vh<upCaj8%dN<VAlkD(9D1LjksG{7ifYhAlNVQA>!u=huUneSf`<iIE
zdf}1=U9gr{*|&~rsrAMXrhXVurY_1D{GcAW-#2RO9U4jd=GG!l7&tRPuOYZcNugS&
zL#`gbRCg=j7g#bAlNg^)_9!Aq$a|SZMU1Riid0G;c(yKbLW3{*V(fP3cPOMzn=960
zNc+b2%JiBKt&D!zRAgc86cIf6!cqcI<Bc8$iSR2cP_NQo0+a8t#5HE9Bf@u#SM*?h
zI(oC3)4=Dr6A2+aVJFcAfNaLQ0242_O<}3UhofwHdOF|9!wg7^JUl$c^vs`L^~Lq$
z)Y<2bU~-=MXzuZTOJq?EfDjf%sHl<J&_Hq3YsrJaXC1_o0I(}@Z01AomkytNxcCXI
zOM>+qW}Zl?uXo&{Hm~HaX-MqjePl$$$AS`r2H#d$Go=KYwfV;P$F}+7sNanZNChrP
zGlJKW6*F-&hI<)f|0YQ;OqUXl|F$}!@mi4xV`SlZ%w=^96=+XLZIt`8Pn2BUgXfz_
z-l|jZy{NF*u-f7k%e*h>1xyS5ewi0($o*P?s2$Vv1=G?wO@QEc8n`k*<q*O)8(U9e
zG#TS+(pvO-nW%~0MDH=7w-hSfGpN^g2{QS%dRqh4R6!#)U{RQXK+uZ-p@j;BNwriz
zM!mYh4`1byDYikqV#ClB_{r3f0ASA=41h@)Wz5ooPAxAFV~A7b%ctb5HD}FMIp}Wv
zjZX$WSP_n3{3_#4xS^CS1_p+2KAS}49bo&6hI)MlaaaT!;iLs$CE=Twcl$Y#QI2NF
zikg=9nH?&1wF;R+TE7SIw49bZHGB>n7F=TnDs*)d&vD*5-b}3uRzx!rCBL6tK~O+?
z|NJmuce$uwEqPxv<nkPSq7oyqxT0Qb;JERrlY#d0_BQN=X35mPzKmhud;!zA?NFWF
z;(RZn&C%#lvF#j3ISsi}UOg*ofCKG#sd5Yd*;1#?_9nCN-)3=zj7w5IL+E=_e*Ri?
zgi@0*0mI|hNz98=Q*uX<ul;$HG~Mr47!8fyRTyE<c(*2CZcrU@)+=9!<uwfq4!uuo
z#M@lg@vOa=e?|4=Q!A;ST!8J<-s_~k{UOGZ06@-q8{M`*$zYB>Zz44#<6(&B_xdI(
zI;~E7fRGK0PaT*6IMeyAdIO46qZdbW)za1SmX@?kPv8*{V@{yRl9G};nPAVFswm4*
zu)DK!a&du|HkYZUto(+W{fCA3gcOkdWr7%v=^UR7no>8>Pnf;ia=?d7O6Fm8Q}Och
za&|rz#}bnGwp1gtV(DyNT}d|`_zY>*3h*dqt+YzDvl|iDz^=K62dRN<(S0FwX^DRW
zM++{<rhUY7ZuduI=NuGAb)t{Dg^lT{1Ea@k9!8?WUY?mLe90Vg_g-;pgB}n|0FQ0^
ztBb!IXH0qIeOi6-JymF~UiNhUE(2A*B|r=IC|Yg3SR8#<SFd$ItSVEmKHs3Xf?7Jb
zXqo!b*+fj%64z&~<s#3*sNKg+>Og_YDWUveA=id}%6Ksu6fwd4lFJ4G-h@HKzN=LE
zP+r5wljL_TV+<4xC3*#Rd*)X6GbT3$pNZQdE>Oyq>rmc#Uc_X8lG^yi9(%>zrqD^S
zIH2n897=<B{d(AkN?AjnaR9(W3VS}R|3X`1VtH<gq3+nzb=c>M>NaxSuj=Tntxae=
z0kxO=rPR;qQ%u^ROLBoufiDlc6vyF|Pb+CJ^l2q=uTcpK3B8j4>b#%~=r_ORSX$5j
zM6n2ilKZ(Yz=TN;?b_Fz0vgDL(c^7$S=j+Vhu|~o^Lp$~g56TEu;1guRn*dj6Ce@o
zm;4572_;aC2lS+)$Gi4N>e|@?_r3-|gq)=ZFvL+nPrSWei*s|5*jp)2;jsEKMee-<
z>!>Dpy%M}gir5bDK?dBVZ2*50aeaLa>e9&$H+eD%y*)1f14V*tPO!7HQ-f~v#{c0{
zx^$VQ$jMLKnhp?0IA<sZGCMv-Dr5=q-bI!3I|kN%d*5l8R14C+k*k2K!yj?m!D`DX
zejsL^mIn5H5uUHfC}Wm`O7i+8jxsZmhF<iQ&ra#(Zk3^a_e!0hS?i~3=qwMfaqep>
zS^p&VcYx*@Kp)L^NaMd6*%;S)ch>p=i(A5eA=!D`eABCEyjR4M1;dnoKVa;ni(oIK
z@zV%YU;il6KD>6ptT#Um;6eQB+Engl$MQGJXSOgM>p`6Ag}!@Ch~Ocx{*4S^j{yJr
z^FZ+N=68^1F!Ky4w~P%@QOX>sP^%b)#||6ne%NQN8xZduZU-f>A3OmbtQJ$7)}G|l
zN;~Y+Y>|z%R65H#kQ&Q{TF|6v1f4;}zboZYWWQQ2<rvooa&98?G(eedEAb^uJ;-ej
zo9{2nKHH;(FSlrn0v~<MUVd;_y0e-2^m^#J_)EFfckRY(MwdKpl4vfrp5-0PcD8dD
z0Bq6_^UM1UmiHf{a5LPsiqzXc|EH-`IyqYIyQ)GOx57W-ijtzDrL>R@U^9+cl<W@l
zK3(SE`9J1L5{p687kk^zCXlvqVo?9$L?aRO{#5>oi!1S}RNt?w40=AS+YoISt){J7
zJg`tv=5+1cjc<tbiP>pL5AyBasyZ%{Uyi&biIulKL7ymD_ra?DA039QiWwKXO3fCH
zS@JtmlRe3j!!?zr-9Y0nz|}Gp0xF58PD2w8sgsk}rfHiAu_!c}ftfDxkk2oG*L1L0
z3d^hw)0|-3MN9w3VR7tP$JIqq{r<))Mfa3i-UzL~vpe=c9^goQ|Ne6LS#K28-C9m&
zrf#N3lGd`pPGV+~Zh_ZDyTE`1QKR?^!A~RzD(pcy6geMYCE}4IUM?AUqBPq(KTC5P
zwqLez8x9=unR_&|@>vkr;c34aVmWA2QcxMV_q7B<)~4TgidS}Czi~*aXlq;9CkmvK
z&4<Dm*6W-w$y8j|;6<^)uW7g~?o<H+%@N+22E=g0-FwhhctQ#mGP{7>{%J=(k<cEY
z{r-JBsEG9^GBhf$=RB=6(B1XWNIc|i1yDpEK+bh8rWgR8{T_IIhaFJlmx&Bg6o+y<
zEi(#Efx1Yu?G(L913ej-0e9OReBPQ-km<V%iqo>ESuA08`oZEHxS&&v``V3rq<+yA
z&0H@ap7z77wwPGZvDWJZ;3S>}guV}zduFYN`(boj+x-uI#Y1I<(ip1$vuDrh2+~!^
z*EV0aRbS?I7uf6ShW~1<yS(gk!(U5r*^w&aWX5zJ`ThF^pG|B<A&0=-!^(kQ0v=*T
zY(z;)8>g~&eBaqa+l}z|e8sgfiN?^Of)PWXtzc(5B@+FM;8*NltnCbz9z^EN%>?KK
zN9u%RRI__S;iWZEHQ-*aI{c>9m~wwh`aKbfFl9NPv(dd;X311qLSQr(h%LFaH##;)
zfUOBDVq(m{TIcHa#Y<VIUYNnVi{WwLM&A>es9r%2$9ctD>i4!zNUF6y$y99y`xU#J
z&*<N8;~r4*VBZGkDMU>G25Qf{Uq%U{Kn|i{Bp>$S^kR;v5?4|AoR+o#oYv*hZzn4&
z0&HwR^eW;=zwYShNMz6w6Bh??Tr8~B_4OBIWPmZc@Vg@XijDV0lc2EhG8760teS}l
z4q947MJle_x0$iAvFq#RNJ!yNY-v6>#J~6k^(v9Y#q_Tu*Lvc_RXSvHa&t>cN;J&7
z8Q*ATp9cW;5-7*2F=H2*D9lz}QQW!|?2qhu*sHm@b!|+7BAS~d)t~L7c1`_hd=i}<
zJY{?`y^Pc;<VOd`F#)+1FRLxX3k*81OL`z~`KVCLMCUZ|E{Q5`{<b_iJwKuWg4M1n
z9hdW=GBU5`7Bt9P&qF%1MHzi0nJ85>9EE8V$s|ReCn{s&X^`?$FQ5gA%QDPoy<8Pc
zh8s|2hculJM%#L_*NzFW{^TSeH7g7tZSuQCi`2ta+j|ga$f6eujgBtq>u)VK&nX$?
zJB!kVqo!XC38382LQU0Be~Z^)mzFw5NNCvCI-rbsyZly3>4=ZOt29RI6wRGn{AuyP
zn+Sb^N@D-~npazfA#E-sVi5*v290hK(Q5jF{>rMe_Z!S^R^fy*=a&~{vo(n&G2f1s
zOYUI)Jx1h`AWr5W3Ml<&myd-^f;<*sp%v!R(K7oiO(rzyf>thO3BB<c@FsAGh=_j@
z)W8e>sU)UC{+phho8`Y3fza*WhZAnDr?{04ZmbSqp(<cQ*Fu(bN&{G0xp=sDemvcZ
zG-A2I-Fb;n#fVN&?MZtzK9qLXu;#y8=-Q=-iJ}<%1vIaZwlG`685~!n+DHV8g5T2E
zpII<_vPlH7lC`J1iOHCZmrB}zATs=%EkLKzRcIOtq&h(IkSZYkpCge91mA|001cn<
zldiZjN>3a)54aXaTW2;)3m<NJv(8aD$Va_tM1!z5WCJ>X7FB0WE9lj<WHn4K&QU_S
zn%hKfccXn4JP(4QmDO_omHz+TB3k&r>*l$n#BYb>$yDQS;J-)}p#I6*H8$jS=(ksF
zw>Oya+_Yt4baJv}q^aY-yU|3o(T6u-2FQ<b^ehlO7QKuuYHI7#1kipq<d(H|FX}w4
zB=9TZ1P=Vmf3EPq-$QD}Aq4;9XLyr?Co}(#f1)jr=kol2{ER(~`Tt+y|F+owSGKTF
zr|)NQ{o!UjFf^p$1>gnxhv;}48}pkn6v(FO9IULPGYeLS`q<N`>X~(Qb$|Z`xLJk#
z_sj{yIGJ<*cz2FXLlNuVJi_3G^YHMvg?A@?&IH3U$Z{0)?7QjRI%7<%6upa$)DdiN
zK?ZC6cDth7(aQe7^+)wk25DFSYX*k1lgmcuLqX5c<ND+REmc!h4~>hCjt`9-Z?Pc>
z-;!A@3Og(h7oT30pReD7DIK6{v4+_yg7hRNrG{BqJ2*@UhKJB#<3qxfQtEGRufGa-
z!LuRSSX+10M{_cZJ&gx~aT`@8?)r_btu%o&_-wXDt@7SUAGfX8r>`O<3Q0bB8xgnV
z`(A)}p}d?K&+6FyYGruka5Eo#5ww3Rk`279yT@lI8@1z?o>ty|sTGD?;1m@xv$tzh
z;2NdK;|<Z_)f1B9Un1+KHEYOKnG38lg$D9+b8~;><m5L&7m3(NL5fA1>*D4?4ZKBk
z_(v{g?;bllTRAz|Xn)GCLURjC)7r-EZFOzs*`+0nJ3l|a3d2@iRechC$fkSe*y7wv
z<O9IgStFuX`TQBtR)1}DnHqey{4*PUsi2GOAJsq9(<wR3ex^GDSdU;he(z27R>NIP
z)JHBa!@-Zu#7}EkLcYi)6dq~9d6BK7)^28)FMWgTdpFVDWu0e{Iqfi^=-1GOSzd8Y
z<{ww!(#UJTHlN=r%62Wcw;C)GCiN`r;dnKaR7Y*jRm)fY{A1cvJM^^B3Gviy^?93P
zIGIcG^P3R&1~=9RHit1qzY;y;`k$9_c5~Tia$-?p!3+0tch7?T^z~Dr&m|-74<Ftq
zL*|M>2(npje0;R6`UeKU3lhZ2@t>E#N3+p~t^fhstbakl_Yz)l0P4uhE-zO+BhjTb
zKXZO^E>fZ3aT~FZPgD)paMphn5P&za{O|EF;)BN{YAd@N!M2zKCA>Vl=<cXXwHh&{
zObZWwa*XugQ*Pr^<AXfH(72Sa*NDa&p1yt*xT4w0>Y-zV+Qih9g_W7zt#!I_y_Tk?
zWnO`FnDkExNh3wY;o*LIdPcbS$|fXBAov4dVa;R>pp1MOprfIoImIzDaxyX#r*^bH
z3kePTaX05+Z2Ts7A#qs4h<wr2MMXu|mVOc09_8fZm}gN}Nhxl)dtrWlWj5qG1R##?
zTkiAoY5jAt_exwYE-y`QI)3Na+}_=>VW_jNR^Z{`0Z@!{f$|1;`gV49Co}V@y4N2U
z-e2r$q@=$Yo0^*5+}g0nvwBHGD=94rAYz*vn^WpDuj%*|tnD0_nCOQ3h7rGU3Ntg)
z@<WO__dk#D!C{qTx51vGPw}!*Qqr^I7$SM!{*wF!a?aB@oaL-++XQ@KT(q7pnaaQ7
ztxOC|r2VSz0s`8OpGS<3FT%Z&SCkL3fAhJEV|RaB*_A>Xh;~H-gw4rNDFqqPT|M}2
z*jpyKrlyW}=|tjCvuFWMXUlxcS&5QLkR<g*p`?X{1**mS*E#)>{ow3^1|(Pyl+-Ud
zU1Hw+$_9yB@UrNc0prR<Vk&Qf5v{oEpuf0v49PMHbySLV)>=uGwN75$pn*C@e_o4W
zN;Vw>^Kf6|Uy2pHFoG6}b{GhaKe1{rr8;q;;MixCW8RgQ&XOBgaG2o*Fc@!5#Y`o%
zc?HpUQ3Q3ovv!4_6~XMTU*t1#B$S{e;^Fasr|%`kXK9hpw#ssh5|(ZVsXBtYO$M?$
zZvqODV}9|2(EOsda>d<1v4YZSW<Y1LaTiwe_w%6yQ?1I^2nYzH6mO7Vxlj)geC2tq
zY-D5r=`@Y-5bZ4A?OI<gcl-+?92UedJST_Bn|g)r%^D)ci<*ODFB4JN7I*&NEEDwy
zsWb5YT+9PCPb)Km4aG)3^_gOL;AfjoE=&6z`XRU1@b>EHE-X!avkP}Ow|%q5#<gLH
z;Spqe{(Z!Qu4B2y#l_~#^i3YyW=OkoPEIVd>A;nlv%`e7PObvd2s1%OXn1<9*9WU&
zLE>9m{S}v$+72&l1?siQSFdRJ(yIt81zxiv>o)>t?^%#h=3pyZth@`$ur%}wuU2PF
z4CZLuJ1SQ6*YU+=XXuCo&+8FO1KAlG7M2ta?}p}JH%i~EZ*djJmm{<Dfh<OvnqjcF
z4F_F~XDfyM=DFEzo!vtQoLFNjD*OgJk*BEN<d)fa;B-Q_Ucbkg0*dh7c8O8V-j?2#
zAAAPRU-(Ft*=b-uXVG1{UtyDB`k<jB$NQ3^Bhfdu4e5eeA-}LsS;qG$%lavHjr`5V
zDV2BGqL)_}!Jc}%k;)uqW~N`P*;jVOq!D*QUjdh!R~-&lL8MFQ{b1qvct7VRg=ese
z|Hsr+Qt#D!5s{SQ?KP$=9F%%rGerE}*7zv7v5(WX)-ZO(B|g%kcfmG!FP>Sau*D44
z!+5j`A_@K;kH_&wZEtGoOQx(@-48tG7PaHMpO~v=7eXff#YxYuO3ShPK~CHu+zZxG
z^W4LjCuL?@-=R5-D^T1hW?+0@2)G_oba6=X=7;JyQg^f5*oxzvtVe|W3>18-k&%&P
zm(W>-{!K7I^=wUT^Nq8!w<1aS#;l<7@SKj0wcLQcYX2Kw-PDY-ye>0=^D0%_Pk30k
zcKWb?|K18Cyk=Ow5f>LrBtfog{hWWp$su}d&V8)l>gsAfjQfJ{^?Sr)igDG65TyPR
z{+zAn7r`CmNLCV3Od&&4za*jIrVlStFbv<}ZIojBD0F)kDtsy~ku?;brRwUkV28=f
zdYAk1f}b#U6{4kL^8D|Y&&)()pFMWXq~oqNuK64In|piwO3TVT67XoUa%gE^%3i1)
z{}71k``a=!x054`P)g1;#KikU*FE@_mL^3v0y;G}*H`?*SHrUG3&vEdpfuR5#ou>t
zZmkUnaMRkF!)M5&bWgGAxVTiQvrl!XDSM-h5=7wFf(-bd3y(Mf(J?i6?Tt72G~W2a
zLew|pm=mUWq>|n_On;@Tt1~%(m5qyvi;g(II5CmFj+hs`@wwS25)=|Ntx&QZfV&HS
z&_?mhI6em0tYcy4?w>2}m3MOrt1nsnO@>4`xt={dTVW2{l#vXK>Wq1g<AJi8Bu%=v
z4~OXu$V*>f>_(fK8|j`i4SjbJtxLec1(VKTmVVB@`!9g0R0go{^Sk(Ez4pcmnrg_}
z6dx0P_!t#~frjyGVU?R2;kR*y?{OWok8kI9vz**c5dgcfq9G_82N{j(mP~}whg|{^
zLiihb1)09SJ{cuBG%U0pzj{*0AZ<EYFeEvyUP;&1*3i+Bl>^e_+3VFD??%ICW1f|D
zMdM_GNYzb!jBSky=o;}j2|vPUwX1T|(leMNZ|SBqG_Lnou$;#e65;_u$<@tm^`&yk
z>NM|jnbma#k2eA^Qxw3LLvUZeX*e0^>r<xK5B>n3Q~v=%uqdpa`6+8<ySES^wz4`X
zF6lZnK^N55!<%{*6&(Q+i$<6kb9m)7A*E$>W2AjTs1Y^=vFecSFYB1^74=vQDC#gp
zB`@$|c`ra5*jL)$gTW)y#j*ZuYGz8+MIGSbVTOkEx4g9Uh0uH8K1&wG5~Gl@!gb+2
z2%Avq&{uCFGhv^}xt8$@_J9x!;s;1=SK<nLUjw*Y?;C69h`$!45g<RiM8nj2p^Td)
zv=#Fa&|`7PFj+{2se8@{W|Q>K`5<c<K}kskw_*YvT*{xHKNk%Qw1-CLxe$#HxFK^f
zZ%eEQj=H?0eJNHVFsXdkDIO>s;bpI}5y4Hxamxvs2#5#OZ23?$klqQbI0R`T?9()$
zdAExN1+(z;8N_QVEVMW@&jCkX^`9fhveBQ1Yvb@-G*&6(eRjt*K8yAxcnI2*p7U*O
z!y$7x7W2Lijh5kBf4{<+yYlTAJ=)kt?@FjVNpQ`NoOmw%hll&`K?@%~(=z7dL#0}z
zS$%y1c<%f8H|KPkNNwG0^jEA`6x9zpcHX>)Jw#CIx-*Z15O{y-Dj~qbUu6_?e&eo4
zs1Ca~380V10ingi^opzF;ve!h<vagYj<O0qOOHv0nS#-D=#bty+6(7GdM7T3btK>+
z>4Wfhee+NMT^1HrPzJ+G-Q=$Bu47T;SIm^PT(wf9)bw2DRX`(f;n*RHn=cwC{F)--
z3YW(T6U(b{n-RhpmZ-6+b2i>_*ELL6H~95zh0!d5ipw7*!`B3IGXr}|=jqBn$(cQZ
zHuY@c%^l(}FN=bX4PC#)N;Vp~gq$3jAspmAT|GF@tGTF1#wxIon$vvU|K#e-tb}IK
zSWI8=FKSuMI~XdrU+HnN(OrA|fHtVn_l;zJTu^lwI@-Xwv!N5iAR=Ov4-={sm{Gn>
zeQEHa8@M<th`2FV`RrH16iTTayuST^&x*{O@mKmQ5O+DjKH33x0AAp*NtbH^U(9iq
z&+35m9JQ=82oU9b(rlHJhj2*<L%JlzTd!g6tSxf_-`NvY&k7nC80>o;GyK4vljy8M
zHQoyLp_7LZhU?caHGdgOW33P1my5$3b)Kc2`}^*n7e=DEURAhY7?QJnjU|eRi&Aqn
z@})eQ#KM$Bu?!b4JXXynQ6^r+8^{WQhE@;?Knh||=CpnRW&#q)9?F;MLV0+CUmv)Y
zokDk!6fw}yFs7~$6~yiA7<_;JH4Xk^4r+PaQu;P1BBewEV@mYCnHv=)z00AK&Rp)h
z4-ePB3eP+~ME<m`>*CarA7DvOdq<r>ZDgKRu=1e$Nre46oZ#&uC*W`zBf>okk|2HW
z`FtHvYEr6GB-err@r>}btO&+FeT7c{XXTP|&Aj9<NCgaHHW9H0CR+!Q!!$f3nrq`%
zI7y>*3IECh(d2K}#_^5F$;)Rvn^p?{I9J*_JAxzoQmx{?x0YpaWqwEW=$#b=iQ_ex
zjgFrT?VyspG77Ly)3MLwwM@;9q~qA<L`?~_-5(`Q`SGU`J|>Fv2ST0Dq4ZdomF3=K
z14x-&CZ)4NJWY`KGj2Qg*e0ahxr;_mPCHUg&|8kKb07r5UI2-}&1P#+n%~bqmWcOf
zq6e`e?i*dV`9`i)AqG8m1Y=+pac5}O#`C|$XZYY?s!DkF@tYCIgM{_(JgBaA8^D2S
zy&(1MjU^f$T-lS81*vmIRWqO6QOE7laor!K(_B+Qp|IRr0B$)A2nr${6M9+mJhv-s
zGYLYE=oLAkwVGrh{N}6VT35fBpTRI*GJj05i_O#kaiL39b~<pxp(v=Rs8aN4`vsg+
zggGucVhf7@$}DUF6ftt*9fRUi5d^T>l*T_z+nu7biWpZu#u3J7{md;w@1GYe?fcnJ
zA*NjOnc(xF>6yMe<Zsh1;KOyf$;gosAyVLC)>l+u;gOlh8;~Vsxm2A+&o4;jXm#eU
zdLkmlvR8Z9>cc4d-%e>@Ss78vru%xT+PbJzMV5R?O!`CQZFVWa#q8YEkTIN_d$vkF
zY%106?c?n#uw*`fwCGHfjBjzdCv0OHA0K)qk2U-p7c-n#eWm~6>S|303jJ9r()sX5
zsp}>$Vgr=12i<?UVOoU>?-Z)2!a1q;?XmLK<kRO0Msph3C#W*w7ov)a5M)A*3T&mw
zTs&M<cq(<clq-%C(a*6y$@F2el@*nLmbJu>K}(b>!d42Fnr^7s-N2Y^nB9rYQQ}}X
zy<Ur2yFt6n)Ta!y*8hLLg4pL)4$?}Zs*2v)yj~6R==f#ExkC*4J>gboS#y^qC3+Q%
zqCB($$n6)^Uzayc5=q8jR`@>}lcl`thiNyVli4C{uPSzl$>XC=k>UbI;*J?~^*~l%
z+T7es-L);eS$v&5Kd&qJjHSOm5TXSzF!bweV`HZ*FLu9oQR3Q95-9q7;92^z8XTgJ
z)i61$t!6MWKi@ypj)?W#?KS#`eDj8&FWm#NB7-=Cnc}5lYo->k-lZ)@Yyq{~IU%TA
z<+hgI@&SfqhgM6gb#>e+#l4r*UBXc@w-y4NAJn8I#*;KHr7ByfRI~)x8I|3mvBP(`
zm|x#KSD>cTp-)laVlMOb0XudWUCF~^;EcLfJ$XNpEu-PR(h9PT84#QQA4wG?NEcR{
zj{Xl{@Km5nqYqpVn=$oVzx?Q@DxY+ChA%sdA-`{R<ekncaoJ3B%-qQ-U<_c!bhH@l
zf5sbrj94Tw(^xa57L*J1)QZ6=Ad4iO=#@`%u(gehi`pu)uoU1-M--ydE8}9W>qvCU
zrZg3&MMaz2IOeUu&eXDz`KYoscve_ih>nJ_vGLQ>ItzgqRw)CzvBNAZ={Tu8n`2tk
zT_y&mm=e;;BZi#h)oYHmLm>nuIWK9WORd6<^v>r)6xn!J_U#4U5iq|pved&f>!^zi
zML=Mu6G%~3v?uQEK8I*Y{)))|oSgP5aj+1Qtl8SK3P~Pxm#jNsr2j(fX^mXW#f)aN
zAoH&R1jWj8v5{0#!XhNrPbMXLUi1eYFIvIy)3*vAOrMoXsvFq1?A&pqei}de;KzAd
zht%}-1^<w4lRJ=ggwlBozcIJs>X$AcDuHOZs<LNJFoF;b`&DW(B@~`_OL8l}4EhU`
zR;A6y&j6=&0;HnAQ<?ZCM-3mJ#|TN)G&d7-z0OGEj~Td=Dx?9J7EcjkRt0xhWXzJ$
z2E-Jaw<N=})m`3dYPg&2HDAa*-YZu@5%9>G%P2Nupv$5a3N<IINi080RxGXTi18to
zd80DHxqi$U!97x_qD}oNhHIwXf3@T)a;?;3<Vp;eon!1KcO#c`5e>{{#RZ7<)`TEa
zkmS&sga3*(Ye?e_H9;6Yy0pmn#UX{n&q^f1|JY#)l)i;BeyQ?tR({a&L#nKJ;mFSY
zb;ltS$8s`!a^B?ht<I7dcotAQ8H6{RtP*QDh{YQeF?PzyP=t1=XtFlAt3Pgi0=%zz
zU-JGOnHiay3w_Ygi;2=;%2K6!m$r`dPE%7I0DxCHi55X3+duP0e0z7dt9gyP04)}f
z8?%)o14V_Gh4(3#$5M?Wpos|?!B*v^U!o7}nIKv=eQ)o1JeeuWGhs49w@dQ$*M3yj
z;<b$xmUUM2F900xtulkEnyLg6Lg1c5^lGTR!Y3?J=T>aT7Hamru&=;ETJ%Nb<8RjD
zci$<D4iJ~Sz@E5J=g5MXd)UJ)FH0~E|DTBvr{O98Pfbe~HkLIth+RA}&$wL$l^}=*
zF@=a4DxcwA=}we}v?L#@8m;)Wh@u9hqZDq&KE_=+Q|i0B#w&e1aqD1Cte^xN_1vJ{
zx6v>p2a|D-Dk%toGzv!{mSFRr9I90_)8w&9&9xxA?CyA1K1l=0i1D#8ScEQOZG<6p
zNuS0rEz#Lf*;Q`Ihq-}1SFTR%m?(b&^Q7@g;5%&@=}X#{smoyR9Ry1IB6_B@KoD~D
z6MH9k*rSDKTRZs)3$NqggA*nbCFc8IP>HjuPz{`HXvk}HKZ~%&$lNebImP-fGYzv&
z49*2PR;;2d6(6ApH&&3ofkj1YzN!O_t87`y|CSI&DT>(tsnl@>Vx;5XLyG^Pm)dzs
zPUZ3Wn;<>*>Z?FEI|HpSt@gQYu;VNW6&+P!_m&Fp;7Lfi^pTB!_7lJ{N3OH$9%2Wv
zwY{+Xc;S*KR<tJ&i#B+AOI)dVNI2a9{Lryhk<zM%FEssVclS?!Wl_~<1;(awDs}V)
zlf(t13O}v47Lwn?(*!oj4fSq9$0t`e`QO<MD-wLq{ISZm^_`QMyG~WrG-q-(f3o5D
z!PR5z`46QpV57lWvUvLuz}<MSi%ZqtE#`{>18%<MV{L^IVAQFlq7(;*@tTUk31BJG
zVkhzQe@*@18}WMoHV$F@bF+MfOBFd}Tvd%Gq0d&|{voi3$rlm#{1h}Y-)LJCdc{Y@
zD(VL~mn{H~EalG}R$5|>;?Nw(B^nXm7svi}`Ck?IpZ|d)o|Xyt?m=hjgdR{?UBwl)
zMwb_(<B8g$QuJ98xSuYXnZ#$BdzAq=FNJwK30GKADnU@hLN!@?{E`#_4_yVdA7@HG
z7@X~m7graTCS-q1e~NtEEpd@y3*%x&cZC}cn$$R-YRJQ$YB+BER_n#8+ROMlkkB&z
zNAztrrlu+I-U+gnf-z_vi2^HuvOXKYOjKRruR6q_>Li#<9K(m}T?1Pin=X%`LGewZ
zz$FXR1jpq6vNbBAi{Fh5d=nmog|^$Wxz#gfN_H6UbiT4p<gD8En8nA*>`7ZR82|GW
zLcl3~Z3j@q+eGrC19snCxVWPk)B8h{d#)IM_F4v0LXv4}4xUz-{nCddqu=Ohzy322
z3UJVH0ebKvS{Y}tfwCQ56M}xK@V~Y97c_lS_@*nj<^)%yvJo(an<I%*1v?C;Y)0%9
z0V{YptA2*YUqpk4i~A2}h+L+jYTqnNCjXY&N~zR_B3n~rECGq6Qy^!#r~!l^!1gLW
zAXaLs!P%7BUgfh2zfw*tXeqQrHq}a4SUWjcrM~DhQ3rnywu2|@Ef+J`pm44{A?2u<
z=oj^C!x`EJeEGvhNP~Bg_?H$;(3UUE4BQ(+3=H{}?$m<mJhr)Mi8rSy#>i2PXPaO5
zs;AJjQsYY$3lx?hlz4so4GZH$6mZvY_x=xrHg5&<KD0o8MT%vc%3Wae(-Z4noa)->
ze|U^Rc%Id5p_R*wtM^V+9DS^TG24Nsk`}pdWT59KJ$@W(RI4=T)kWiiehW$E?XjPW
zvT;@<M`f&=rBwdmGtQi{vX~4exO_7M1JcD|&_@7-M9{`~kgh1Fsqq1j{gavA2xQRu
zJYTZ+khGY=KIWg({$otE%g`<%8C&}ERk6{Ox>hdn#_pdSH}&_brc{}g#j4D@>_I;W
z?L!elyWsO&Fm}fqsKANMEiY7sOF?GROGd1-AscJXOGo66&nWPLLrCGBWeISGkiYy#
z8#^@L35hk<g6hz|g@W8JXE>RTi`ld08Ow`IF(Betsr^B!iHYm{{LM1FHvXkYLpr0d
zT3k%JCtnJAcyW#U%S9n|IlMK_hH?pEj5c>&1#hds)DIRHB_(Oc_!QyU(U`P&gP*!V
zR9;x=P{U4yl~&-zQ@4Drp?;LjDe;W0kAXP#{1gIKud>9xnmLryHuS&uFl+{%3~vLE
z9V0?<(Ddl3iM0kl-hduX3Y+=umDNkR&VcRYNCexLAheu}FIrleG1TfejBdhip^>UC
zWMdN{+}w0YQm%H?OsZ!D!=8S1$^hl=mVw&(dT~dt$7vDXb?M4I+(0Ar^1@NdpgVd7
zCS1%@qzM8c<%R4{Jl=&Dn6P&E4~%*{*L;k%T)FqDn6$5yk(J}S#Ei8Zg9a?DEKUTU
zb2kaw=;!bZgfRr}&WtZo2?hguXC?8qAB=W%0j%3{Zb)-sQF#)?8^!AK;<9gO2+tr5
zZ#Qlv#(ASsLrac%Iv+wZY3t|zQ!H;A%}zbW&e>fdcq=|5aR`^j+z@HVB$vLk?4(#4
z6rF4Q_^kqIe)d%3b!*PtgQ?NVRx%oP^i<>*uq!jim7jauhgVCj9ZcF?c+;zt8s9aF
zkJ5_?ps>VlV?(UzR|B$t6%y!8z_TYLr-eJkXrd(_8zYSxy1NFU#(g8qdVkWW5|u}f
z6Q#ph-Z`fFAuWnQ9nT(n#igSpgj_j~o@3wK&KNNGlrT+)V5l#io)`>Ef78K5%2>P^
zq_zt?#%`2--t(CqTpSo;B9ZX=yU$nmTy4BGW#B(2@(h%L6wQAgvyuq_jBq~7Fe>bT
z!rA@~JR=6D`Z|wFT0u?C7Y*;x71&&a7DSME@J@(YTD-=rymJ2Tx<FYAs+?3`gN)}_
z147qQ&qHJ6x|=+lZH|Lij6B^VkB`&SNtUZVof$d7|AsPgzEn2}m^JIf2tj|d)Y0=&
z7g-cmbiX$1T;D*yV;jNf>xFVi0Je=jiLqie^=-oy8z=8eT7Fu7dVbJLNmsbXbhIOR
zdK7f4h)2(_s4C-dT40u|l#6pG=d*J`vBoqf2NZ(6V=3?RR^xq;8(d2#{GrpB^pxwA
z+_c>M?5KZ1!_(rZix5J<Yt&Vbm8x@S0R6a{QxVK&Y=OE!iI-tVwhHSqBDeJ#*?YQF
zU0B_1JzwyQli7ZBCC8pvKpzgrF1DtorV=mH0guJUN7TnOBQ7%f1=;YfobwC8=dZ)R
z?p3J5-@6>{zb$wcs%)G7(Gs*s39Ycw)Lz3ICVNdUi(0yvV1g2sf`Wp*&MMQfu188g
zIw=Fo$puG)U&kH{R%ku+`)6Mt2QKDI`^D+kLis8T=#veIOj!;*EwsnRTM#22zH|dn
zLgibwHr`0%;sEEsfkyIIP{w%%TS3%pCSoLlXJu?PM99)qA!w`|h=z5DZYN>j?h5xR
zwAQ3!<GD~vSsBK?X7&km0UWd8zWGvw#mM$WN*Ub9FgB<ih6GeOKeJLeKkko|RVfHw
z=n$D=X!Fw1Ns;G^z=xad0NhjlGbcGn^7)XbyZf;@bIQ<L$jr)xhGt0y!hDdkS#Zc&
zAS%bv?jKV@k=CZ-$i&8V9y4p8<-&Z?T+@0w(@FS-dIWdcJ1xF&;Q8P?b8Dq_Y2FB1
z{Vt3aT_2aCii)@cxIFGLJY#<V)jQSmOnOcZtImop$K2%O<4v#Q@KYar+-RPhJ=>&)
zCGWH5!^}b2@AibV19l}YqH@D^pH81%e2~$P!p(bj+rb^#KczdvS=Blmx&K802M`55
z0S(CWGu1zK4T7a>ze_s`S?O2Cz+{y;w==T8X_vG8Yp@NtQ6YD}Yhl@Jn46mqQYto2
zU0xZrvQr^OXJ6UcLrTg-yrP5E9_E{yIf84KJu8#8O8#1CUDPpV{45+k9Jw8^3r~}D
z%H<-#5nZbks0-O|nw9tRVga=cM<|lv4UblR?{P%ft;+Mrw`-<5ySs3Yl7<I@Th92I
za214H;Hif%{{(@PZt4XpQNPi4@cHE>{)-nO@JIu1<yXc))&a3`V1YlyCnpG}9FpX@
z#%r-O@g`RQwJ>kB7QxoM#n;EfU|D#NjJ^FZLj=L0O2sHdm;G~AdG^_ZKW={yn+!kp
z==v=lzZuq0QJ3-Q=&rAyfoc1PO5z&&oWLar1OgEAi+M&gg;21krzH&J@LozA4o*(>
zLQ{s#3RdGy9g7CfLOB?l6mR3TvaHaO(5$D1RAnduhOFLhVu%;~d`-hw?HfI{rKg93
z5u5301)-6^{qNBz*uuf}!QEdEq1hXUZ|fUcjh0@L0lf%Y7-h`B8<5&os%bt?BzQvr
zBQHHvZN=NbiKopdJ6?~0P%_dQpY}QP^S5tCIw~mBsi@(Q^op*auKm*e!RSH2^>$8{
zFjFQ(IrgP^1_+`lDJkG^0m)EF(DgiUxZioE3f3@y<gIUR2Hja2Q!Ij`cp@WFD_1)k
zfqFxYF!N87rj8bpqd|b7FfZwf8tA=SGc&|EWWlL_(E_AFP*;8<#7NH=f}~<(6xTT|
z|7`LeY)+iFS0q0OPO58(AB^i1bwt_N+K1FvfG+Lndzx2B%l!cVw)%oF7w#qmCm4c!
zBqrs1o0!f38qpdW8pnno1}yvS-!Q;ey!=8bI2w6+x;LVt;pRZ$JoeOlBN-J8>H#@P
zNeh4H-2fwHfw(lDY#UJVf!0Q&IA@V<az{#NPB1NkqPGyDmJX4+A`KJHB!7e2A#_!{
z;RLXYj~!x|YET1pkqkLnhBr1gG$Ff4sMQS(gpRPf1$Ei0R=3PqFg%!Cu!d5gUHkHw
zxx?o?wXRfy#R-{Eb!7Q4I#F1*y8Zx!e|QLzH<dGerN&Br9`s($#LzDes7?s|K0z&z
zjbm2oS;zVy{EhwIRDCi{1*a*5mAWV0E+4+NH&z329GjwyqI}mFgddlIX!>n5hJ54O
z!VMUF0<QttFml`{^%Pq<Ma%&9?8VXK&2yU~>XO;7mi^I&m7>Al@w1)^*3q&Sk~Glt
z@OF><S21??te9NP={&yE%bn+EQvdXCmCj&!hlDhIzF16zFT)EeS>+Wlm=yHmx3RG~
zIXfBZAGCLLw9Ng}@!O-;V_(;Jm>@$zqymV5Oi8+iTZ5)~892~_kKwNwAWCwOnQIe!
zJADAGG%G0c@O1yl7DW+(81$r40dgYH(4<@mV&6@=uyJsZRAUlmHUyC~4;<oxaq0u2
zK9H4IzgAD7*aF`xBrILPZ+auAdW6P_M~jEs_%F~6p>|Jxf^r2AE<m)*#B(#s%9_)N
zTQI>5&21Qig*%iX06qsOJD-m?s81-1m}-M#$3RP^fy_HBbr&+^R*36Kk~+D$?_QOa
z)p70vZi_IyQWP@x)Y<gWwi$1LVwvf!_4f@w_a_a43!apeezG94=^(gsTUIz$`>xQ;
z#1Eosq$5VG&KE)+K)cW*(eq*NB_{>x{=w4H;*aVdz0og`gII~c+8Mq7QC2m9(38Gz
z-<oRrzb-DTAY;<w*txlLsG?$Ma`^6_0?wrI6ZCs3&{yR{p?i922~8Xwfr~`*>c39M
zKY=u)A>+1*pOut&m-uxA129b^At7Od?}e?!uZwBz)pZFnKosd-QZu6_UWy|0s~qu_
zzg%i<ZN<RAIOgw=>qNw)dHNPX*g(wk&p!WtqCoDNrvy5r|MkPuUsQVjw+H{<e^g5P
zpA6=I|1Y~I72*H*FaQ4~{<p3EUo$5=*$|VE2Zq73XEQ*dc>yq|iC@0Bdw8S>Q0HfX
z$K2e!u-Hi9?shO=3xq;$TU~<YTboyxmq3mlGBq*7qpUVFH#S%B(#6)YuIh}#vB=53
zxUiVbiy7QH6w}wk8D7*{Qp?NBQ8c^JjSc;&8F^4#t#xu5NA+8K`|%XrY1S}fg9FID
z6$I8;?sc`57k!5yFIZSuDv}L-cd*`HcPsFGXa_S}DP?-~VPRpH=jUGqf^~78KWB58
zuL&m)@CH-IGBPqi4@TJo6kOS4%N{cZ)m9_iK$iAK!v0>)X-LR<|4So>7-4d2&-ics
zb(SXoCWg*W90ZAVhqK9oUXr~G9R3Yts7=M+iMy~!Mv&vm9FMS1keLxe1n+L$1*EOS
z%jF_eHC6c5GVtVPoOTbWjqKlz&CJX!FFOMHVhB-XAtn&}VchI?tZG>f#wdZq`=rXj
zvJT5L=Va6-?XN9S)l)DiXso7_*3p>*448Kbj9`>+b2vZgNz3nTm*=9x+kUrn)bNT6
zxKO3`j;-I`cK|@yjZcQ_bhwW#wZ3<xmgoB^W?^kIqq_YO;*D>86Xoa^n|~5Z&q(Kg
z^Zu+s*J~RTE=&JV$0UBrNPE0p^lJF=u)59yEMr0i^vRz4vnK^24?Bm=N8s>N3p2A^
zpghK={pAYIm!RMbxqFGa00h55UAco9U}bXV7ByPkj=wRCy8YJJw*TIW5slM}djsZi
z100OIL8sgPaNy+Q_oKRJvITFvp)|s!#AS|;-;ES$#w$d!hn|nVK5LYR_q?V%)Ts4A
zjiXv7s}etY6>gS)6Q#L8%QAL;?NF~vfL`dXpMhi3bZMdS${5TqbY4lLLthnCBHXR9
znC%XHRsjP*ef|BX$H%<h$17mewC(-lU+{4A3kt4u`m`Is`OH;_Q^gu3gBjGO`V(Vw
z$$FzCI2sm5=}vBxBXcFZROR`_`Q6@HHR+hKm9IOb0O%E*{|nP@zfkAkce&5!f9ozU
zkB;F}i=V#8lC5!e|AmM-Q+RU-w9R#^9F%al^X!CU6o+j0ciRrpIP1^fT&?0MUycp)
zzBN0v?|0cArL1Wt^Ii!AL=G-a&W^u8tq)FzB_K#fK*PTWr*Lx@7wGHg>>M4D6A{_8
z$Q^@5+FLCxEm>JqUd$x?$e}Ng<c$|yba!X7b}jeqJ}xp%JuqAAc%`#7cyWK~yrvzR
z(lc#>(Cy^>&9ua1{e3TaBRi(&r_sEI9FN{%J4T>6f6uz9o$DrVcr|h*;KtToo{a`M
zU0x21EROv-d7ImAKBP|uZ;*IATQj(?Wi{BXTXQpD@G=SV)_#2BqnefJ=lM)Gocy^T
z76U>&AB0u<Y#zZ~yY77R-K8t5wts$pb@h$kV>j;oeeO20+cqhf2qPpYxI<ubT4*!x
z!{J^qyD-s#fCI(ht~?jP9G8QG1OG%YQzXlino{AD_{7BWm{*r@_!SdbJs(3*+`ReB
zwB2K@wmOm({yTsFBNa(Gxv0i7M@BI*u`D!PhXtqBi|MCXS0HuNH1Xr);gOb<Y;0@<
z{%EsvY$)MEV7R#{jSc8FZQwX7XIWb6=~U^5-@R|&Xv+jzz|jELi`DYxLwY8rL|Mxg
z!4C(W7RCVd0c}Rb8gK9>;dkFo(sNuz4Z-DOLQ1gFPf|k$g831plui%)iXrW+m$y9L
zqa#baA@zY)87T>NLH2gP^yJ_gJTJm0rVEB`dQY*a(OqDLml8h+se9YkTBq8HNBsSg
zl-S*`Kb*NtfBME5uo)B#Dx(=>yp=K*TO|?#h2lsjVo3$uGwa&g$R<WI1hn?_)4qWn
z4;ZhJoqT3`^KkT@rJX)}Zs9V9nCAyk03bEVe+zf%1s1Ft>`a?ZS)Q9Cng~v`4kAhY
zns<)4x`?}4=i!xu!fv*VIehNz>$_{;FJa?Y_aa469CV_$22*m^FPVNzr}4SbCQqH*
zp9GN(At;6uiI2LCbm?o6bIckI_8?xmhFSE%p?-{x{%I-kQPKgOR{m>;1z?H^v(8D%
zfGQhU=q7>Mx`o)lQ246IVD7zo*`WL41xp*3fB=ut7NwS+?s9rNI+Fi`x!DmhNfUUp
z2nXzL<FEXDOD!#=((RnD-IE&6OcjC2Zf_B3N3PZ|e;+sI=#-0%S65^WUi6<g;%WQ|
zfX_}K{Y|QzgRiNjWrlnH?eSiE%SNYQr}r~;s^#4M2RGEv4t@b8k%#j?zoN9tbT4*G
zD*o;$z3+Okn=bt<k_ar9o}Mmn)RHg&Gb_l<%$z^c%^QLj<8`!L#_<3srmX&8(h9}Z
zS~gYB*Rq8;#Bm^xuZ{d5V&PHkwmw`<>peusLj~sV3*b3|?!UGMa{xhh)&6{KRBMkk
znGZbUJz%*hWbottg(~5^zgze{n4z|0-0`g)Oh0Z8NAWdovr)N$gPX_nOLm<{x)_tm
z<leM@5Q5{89NVp|s_MjtE-VOs+mTuO0Y7*M*UP%hS^i8UW8CZKkxe+7{w=|BdY`T7
z7>bN{F&M|mwa@{w??0?R5ekcUIu3WPi7w*EazA#}?XHa=GH#|d;5~=n1zTL73>%z&
z?9AIrrLevN-hCa{X{iY>t#oj(ihKJ6SkBuE7|h+(m7PTtU~iUN{Q!)r^V*wq&qZ5o
z0dq#keR~v;!T_0LC_d2Tt%C!T@RiL({*L@3pv<~_d^`>p(H_1gFPm-SArc5R5Xqb7
zIeqmqNux&mn}C<(Tc?WHBxzj6>|hQWpgq|zU2(lsmXySeZY@TRxhbn(?q9k9pr@_P
zO=xq^;o%{0k3wgI9HU)n3<>>|F=!xCn$&nI&Sr4QkpXE&h*CQd*=qqepHGcvIr08?
zm)WqN((E$l<Uw47OIm?@%T~@=o;T^9?%Lowp&1(AwaMaT;_bYw#F1R~C&1PHj8iNi
z2F!?%gf+nM-B7FT2tE9ImCdlemeD+F-DoUS+bd>m>j({f@oGe8aWs$m=i=?fUKL({
zZ|^6iXf&$d?;jt`MzDMV^RS`$ZoufTs+QKPMESlTWYE6HwS?Vj3SwaThO@Z4;Mg1^
zCkSvt6Xql4?pNpS`~ye@RQ;R;v{4nNl%(l%oyNgtu5FF4L3CMjyaBEToI?It#s;q>
z@)I-^0J!9h?lZS}yb^%$o%UUWP^_Kt?+4bdMIV)qG=u^FzN|8C9-$Uw#*etZ@GFEH
zBpiz>mx|>r-!%R2iLNGyq)Sprfh0bhlKG9TX6~>y4XTZO6Ti=}X*qr?znP(yS3RW_
zu@gx(UofhP@z+BSjh2>{N<4o5+ZuUU*1s;d3t$D+4*ZaW5xxd9z(Y$*V5$g1Fb(uH
zLUgXd#O}%1*46-@{)(Mh|F`#l=gj#yF&gDzR(l&DZdP0T_~V@^87_q`VDvMldE@>4
z8aa6V5kEnH;e1OE;vTtGs!tOJHOwN~_CkbujkMebM9<ZEWls@DgkSM?Ci)ILGV*0t
z=PW{ds>cZi!+~o=b+JBRI&2h!$nTT0p`l?v#_Wgm?CfkhQ+M}mZH0y(KY*yx@9J=A
zAc^S?Kx4tHwu-|}{&9YOe)cRE%Ju&5yD@Z_|BJo1{OUT|qJC+RR=NeGQ@TOAQ@TaE
zyFpsIySuv^K|rJhq#Nn(=GmNc?s)D$aNk{DIn*J)*x$X^UTe<JJYW9`DH#(Vzqz;P
ze!BLlg@*Z75V#+ScwI6Cef8L41j_CE2L^(Jf&e(wcB)7Y(6j&&PeW8xG`_0(C|E^9
z!|Wn_bS#sXwD0sJ2nlE6+Q!U`3seW&qv_4oi*WzuD|<=<*?<btPPpX^%p-^eefU^d
zlzp(fyV!FpDr7JDfM(JTA%Wob?OFuAX5Cj%k(|Eo(TwM$ac^j9f`f<meK=|c)Ws)2
zxv{pgs?up?DUsdu_w<8W>h^v4TdA!M{>W^SjGBj+m$ydipSnt2i7<6#38ALT(W6+9
z1SIa578eKZrc=<Mr2LK_2Nh}I*iim%iuE;GG3#=N42y&KzThK@p#4Mm@K2=rin>h8
z%Qdvp^3O9)cIIKy+U|nRE?4yoR2Dk=#IkR#wG0nfx0|=0pDiZ@JYf@_90YFK^UYU@
z<@qh*y|=$S7xvV3<Y5P8w;m9*e~CW;6yj?_xqxk=!_)IJ)Xss0-2*5#y`zEiGgMj;
zoSw-}#RlZ`G*8U!pMq?JmPPuKEyOp>U3e`nN50`nXat_xSYjQ4Nn3ymyQ4*FCjM1f
zcs%H61^@@Z?<CNPiG6NQ*KbyRN!qZ0DaGt}f)gD*K->e^=tPO|6e7xD7#3ZV)jX6O
z04FAN6)Owd+kadkYAB~2%TZm7>dE&5i^Yl0Ve1#z&T@l7y0!tS4@L(1{s2HrZ!RM|
za;2rE3uN&-J;ZZLN`8%w9t{G1EubFf`uZ(GhQnTeHQu|yf{+dG=@H_>=F$B1f}`&R
zc>|?Og^MN~+^0!y*L}PDLnuzF74X(%HI<Y|<CXRE)iIgnNNo+meJ&>@kN|+9-UOvX
z6JTV30dbaFN)xt=^xqu0<khCfM-!fwtgMyu-?Sq8zLub?U%4ful1V+=k`wfULv&|4
zy`h0EHDPVuuNa!~-6hfls*okb5iT3e#PqIqylMw3aMPo^4%5QPT4*2;f(i!`5)yD7
z{nehp;~QjyqvdR74)CEUm2J~PEKU5r+o`54i|*h>6)t$W7rzTba@gJ4x&#<B2K_EV
zFFZlP?lRie8aF#hVPPmIL_35_1n_vlx<Wf5MXzlQ#jl|W*Td;%dC{1UW%Uhm)$iQV
zuv+ZzU-5S|b*+~{T873A6rz?W@g$QQHV<7q22$N^KO|_Lzz!2O8aPus5e~G6gHP{_
z(mN*9Nl90i-}BmPGM`dDgBr_;jEhU78X00DQ2HMvPZ8K$K%MzqKe9e?cxnaAv-hL6
zKI9&lOKGuchp-RW0aZ0ifE;DVH1YKbfd5QyUN%WyVmOU+vwQKL=wB}%(Zu|;&Iw)Y
zkQw;vQdN4L9)m=#zX)ObsV{E1dR$XDZC8NRd4$&mTo1uBFA}XFz4;~J4?^q9^TQ9w
z+DBmsaQYA(<E*%~cYTWf0jJ${pTv7QRefFaVDv7|{#H)Az2)BN{xEUY_NR?;Gq4aB
zer2<|qx4(8Td*Q|2)`3PfQ5Z&)TRi@?0eJ7HkAx_?gN;A6XoVXa=0?07@*$ady?6y
zMonzJ^xe4^4mOsDD!PsG9?Bc6dY~_AYf>>Zxpao~;m$5s$IEh6X*)$JpRroHE(G^4
zVIQTlaZ@6K^eSMYoRw<HD4TuHh>F~R`jjSHXWMlbECa`2>fPCb2O=<0T-wb@ZhD~6
zs5Q+|si~<Uc96Qo-?SbzEpCNm45=vVojsjp^YTh`PFmf1XOjLCn=G(~ABL2E^BY|j
zpGE}|GUPkI%MX88Wg30=e^?aF5S;_yei{+3FOx~jt9{ekZs5%K@_50r^9q-JrITHj
zS&i#Q$jLUXq}H4wE`iJT5<lQ8DN<4_2_(y!ScUTBC&Ra7fa0TJr2ZR~jpWaVg6Ye6
z)7v~(yRQ^Yk8r^WBr-%xpz;Bp(|GM3p7)<mXt<AvG7X&U86FS+SzaK9U-9?l2;k$~
z@|x`jq`%J(5}xv#F~2+icc`%D|5``jqRJp-Xs+kwmFb6or#VBWh^(N4GN@;AYRd6^
zYY21&G`5XlI1!~IT;J<_-bPpY+9d+aQlHYn3cHlf+mzMO)vaBq;R877uC6Y?FW=%{
z<#yag5aTF0CHC=K=9lhvrVV-0tDeP-i>o__E&q#_o|f%9^QTNaa>quq-*1ypj;#uB
z*r|H);apKjl6*Nx4L^C5iGz<Oc<{vMhIcYqOC)l5aq$5FQ>NXyQW!g+H6vw$2Z=pp
zO+_)We)jk8X+y0=H-wvG0x3GU#U=_~gXM~eVv-k%#QZCwJ`U>L?ZbmiA{>{Zv|32F
zl-4GX+iA|2QEq~0yD$<B@K|pfgF<^|2w@`B4!%p^hUl=S$Mome#;!SUsS&4dW{!G2
zT>5a~mldgj-~m{hrJYp@npO|F%mTa<qR#@>Qr|{uZRyX^A|@EzP_=@QzO7}nA3#~<
zPlmLXZ4c@n1}9ZzH5#4#h#<UxNfqr{a{W%%@G_=V;$^7P^l5k~7P<KGj|`K&d6xIJ
z<|GW*tMf=yV$yB9+`&oB0;vF|6&zM`IVy{gWaNpoZohyV5ICp_nvS-}(C<Ue2jMq<
zhk~6=(UQ*hv{;_ae9^MZ5|bFU3f;D+6_`6*T$<u!`k>=(q>c^`?KX<}Iuel<7I@cG
z{fk*m@3g2~nND{Tzb^i91NeiMcIawFS~*iwDj&HA&`c4VD&g>mt*D^Sgd?!q$#lKm
zJ#lk!ac*^gV9;>yoC<LbyGgC6s3X#TCVIFX=A<^IceeYquCyD9c7@LxE;F3C1vBq?
z$>kZGI;^&r;Y=o4-5OS|R@v)8#tH?wPfF?N;$q^fy!$Mh$|B}N7)x3W-4uyIDJv->
zGvz*;hSR$iGsJH+fJ`B#q^#V_t40@zl$HtLLNGY7n6QtE>mGEg-Zz<Dcy6E~aHn#2
z?W3BFjGqthv0(Z7K93sL)p#Y$84=A-Su9(OwzuY8%Y&-@8W%iY&JBmy28Z#F)3uP7
zu`A=7&8F=svvny&K;9d?Sw<u8x@B}<t-U0XH}!|+dU#UWY>!|Y^a78}iz~Dmyw84V
z@v{Q*<V>2Cwe`H~&MJVZ0=9k>Ave@DGo3`h8wSE}2{AD}StJ;%VAsvVgAk=i1NF+8
z-a0^}t$~XmtPHpURf6jlfVqr;D<Z-}F8dnMu;muuh^+(GdwlvP+?}c1J$M>*E|^j(
z1{&?wdtd)<cQW5fNvIwzdJlAO^g7%=9>1dg+;_l)&0`~!iW$<0bK(nN`ab~HaZpzr
zktQ1`>I^w9E8hTmMdR*K&(zC-{tF^!9k`r;<0OO29zbilzGc*iUy(=iku6+_ko>-m
zQ#8zZRIk=UL4(3~S@{J?6A41zkZiDt`3Vt{1-x#VF=_bZnj|3!2x8q4lN1pMrAqha
zY7QRwYjaw*?g(P{j|i(>|E($d);V%6=(6aGC~j&sa2ysqVP&tKlUUd3r|t!yyghWi
zq;3NU2$bn*F-Uc7am_VgljXh}wHgjh4o=9EqqFKjHtS6dzjNCIXJgZeT$AJPhneP|
zQ{B^(o#<M7(JnvbvQDT*1bfHe{jB?`lms(=J6$mfoICzKj}|{h3R54ldh4wV0carf
z*+G^P!Fi+FSY%qkKBOLV7Zk?-Gz7<aUdkSYFfOj^5-TDb4g;b)p+!F55(Q7q&%fTK
zbvU|sD|YL-;GNRu%pO5CpJ%?XxcE`vI$1wVa)X<j`}N#B<9h}4#8Jqg67e)xFLDr4
z4M0XF?o!;}-@B3ft_4mAjHj^!SsS1q?}8e``>Y>_lwjib9u{6pW#>~y_`}GgLKr6;
zmH|=B>wS@zTsgi;x5WOF{sn-c%V!Hbf%0n!w38MZEltNV?vlG7#Y)(GuIEiVWY#d0
za_#;45R$)D5w>yLolz=efvC&Yi!t8e;eP#{r-z&RJ9rT!T8K-P7+*L47!1N~r+A@F
zf7cLi@#>M3_Lsr<`+W$Low-^gWzO#~FfaybH8sqJP$Cg}sBS_4O~d3F=Xu<^)4G!d
z&59=b7fs+6;`#Pr^##>rJb^~#vh7D$**=N<^ZBYK(tOCjt>gY8NY-lx@pK0}nu&vV
zghmwseUPW*AIZkJX=uL_$fh-ZcMYDFT@Iji-z~HUCQHMoyX|z_f;d0Ok;2xizuMJ$
zMC@g$&c4s!wk(^;;|!oGicc*r5tZ4eme$slyLTvFL_MN|Y!jSA3Md@nq!1Hpn^HNd
zA&W1dgOO9o<$nI5A@yLk+V`k&Hb*x|7(ENGL%7LMf|o?gjfV5@;Gl#XF}3>$^kqRj
zrJR2eM4S0;$K1S>qA1@a0Xw6aNDdn4&0*epPc&_k#!#H%t?SwCVZUd#`{`0yRcUm<
z;D(;wy_6V}*Sta<bU>lc*V_B*!ab<JquG3;VV;)K#*wq!Hz`!9B%C`MfA;TkXh*h(
zC%hHomSKCRfpbZ%kz*;+&)@s+PJJ>3eY2jhXg@S?bDba`8s62HhI8xd0`TvcCwPbf
z_DNJ_duInp+q^0E=5nhVGbt|4zrG(5bn!pQ8L~4*V5_RDhwy3|flY69+Xbww{EiDR
zzyx$dxK!y_gt@>yq&Qa3T$M(CGemb4)R~j>O*J(~1*6E%<}HTM_%DJQcu<%iQ^x#h
z>A89PwEJdxqRac?6yuE(US_64cJ8Pu0wLAmn0@8_@Jo8J*DrYgi`85egvcn}4ioa5
z)mamIYTCqb)&Trjg(mVQJlv`!`I@jr-r&wz{|z;(Og9n>px<{(q1)ygBh#;A)Un9W
z&|ei&tGeZD2`;jE?0MQId&!v;gK3<6{vr?-BHdM>ttGkQDtH@M{uvx<(_4XQQ?s+a
z3+ufN1XHy3p5Dj2gVrFf;Gao~1!_uoieCcqlLgB?ey?pcp#if|IoV?jN+<Jgl?j}H
z`4N>nK0dyQ<yVMbTbroG11O;Vk|9V8LBzns5n{YE&~<F@4k;??Krvvk*>}J<82s~a
zC3$9^?dagUCit-#Em&peP>4Qb&0B8oM+e!JGR?^}$+G3Ql8qR708r2!`s?;JENcL5
z7ijv8%?i(EzD^9+b@$<<dk}{24K+EH>(sUFDKw(ZLG$tV?~&>)ht=~mw6whhd|tOT
zX86>2j6YsWn%oaIEt5#*c37VwRs>G-#SV~D{1Mf;L&|W|Q;^YiTPM*Fo{`X~xg!PP
zA=^Hv<@#53*J(+#=qA<9{`f?5MtdFIouTBz#izpD>}L9nD$kbV@=wcLss~foZQkd)
z*UE@C@-a?3Ha2#G+yH8l#wWNN)u5qX88>4KFo=GO<l*TdK!i!I2}*}rt!e%o7}y_)
zZcDiU^_vFNMEe<>rEaH3VkZ1=Bwp|}gU+1o(%#`=#2z_WuyZK*N8s&dFAhbiR+Zb{
zUWXXn;-NMJI7+L>-Kj8qNe)26tfC$dx6A)wsdrEHE0XOelUN$v&o=&onP#a&n9Txd
z7twhi%F~B7N?YSuh)p5-<OMDky@pBjv}}yKvhz%n1`B)b9Tj8FSo2JK6JC4H4w*nk
z(*sy)>NZplhERgZOAf;f6>;$?Dc|=;0ViIJ38sh$wL4qDyG=GJqT%rKr%#Y3?}+hE
zW`XOQFbv`;^OP3}K5cjZuc}Uy72b*#xc$mX*JJknnz?!TcAOPfu48Tf)<^kqHSZr!
zv1O=*&T}qSU!R=mLyf@lQX=Wnv;J5#&k^oKi^V=~?fR8sBlcYre;?=Vf>rhs)Y(5`
zRKoF=v%*E*W<?vR@1KzDAl(SLT*AuL9aq&=#N^;`dvYghNxYikckVk+w@1cZjyf|K
z1!6=TJ01g0|J=hV_T%m;pNVr=FZ`r{xKK@514%%02~ylwYbge4C*3buH<lV2xI8qk
zn0yB;nS=wSN-`rg-*fI4x}#}LeXn-??NGppz7W571z0UF>#qKo0h(k$maEjm!OE)~
zVCQ1XKzqWWre3e~3lB4mK^&vWx3~X1`xkVZ1&vpDI|eyHdki4O_l1j6a0$;CjS)c1
z$;-yO?`>Pb1f972Cq<;$3q7il3%op_6TeNbKkP~NlG(X?N|RoPI8^HY5LH;uGFx8n
z)y0>RS5LKp>q(Sx1ZxV7MZ0V422G^;^Y>p@U9pT(c)5n%4>%mCGsnyA?%n%NzH1p=
zLqxQW;0n#;M=9{0OS1!=1mLon8^Fbwd#V7v=b=ZxP@IKMB4}Xd&!65=);4pqlq9oL
zQ#-4(PeK%iGUA^%Y3b<t(!b=xubF+!{R_`9Bo-~R1Y_!w&gS^zX3#guTq@xk23j|-
zgO1ew*cf9LPQBNr3D)dC8?}BvnDAJ(s>7x7IVaw>gSSj#u(ZhCr>Ay&UqRPVc_?S}
zhv6N_Rtg<?qiUuDn&DREC1lDWW8%a;i7c-uZtroX=!5}w$8A{~s)m)8c<aWwIr_Ph
z*K`<z5E)%0UDB0CH(XnDXB~14E>vqU`E^qQaFtS4YE5+|IJYi0tkkuO025l6ucO<B
z@TYxDUCOSBfJgqtGX!PPrEXhIRj#r<+E-W_-!>6L>D4JW<L11@`g?_BswGpO828^r
z6l7$1ONDj8`W5w`8@s<-0^ZkQpX<sQ_+K&)cy-oX;&PL?K%@M$#?^tSX{%U!@ZF9<
zuHPWM56QTXc7q3b2NG=;+I~N{LN5K&^N=~&_|kofsEZ6Sxckbd>&OOOH2Z73xds*o
z^pruJy5ek~v>OZpawUtdf_FJ@>KvW2x^DS%`Jf)stM*;00{s00Er0U?wxHn4WBvJj
zIPebP6B4CRe6&wced9xjm^g7Ii4s3iYHtq^QLusH70+J@PLzbNR=js5oF|*);7~of
z0q-?1TlC=Ipf-n)kkG9g-{w-7p%;CkdD$hMG|b-K{O*}Vp^GIz@P4B+Qo93M#3>3Q
zWT0oh{8o_j{{51`0$y?qS@Yw3%Hdj@r-z!&LYVRG5t>K!s+O`^RC%pz2G1043`vI0
z8{o*Wk~Ny_7sx?1g39eG`1xcg^5Ybr4#m3%z#Z0wabMYvVBA!orZicGo|8K@-#`o2
zVZVzM=o~2z0R-enJU+}NrZRg-F20A}Af%Qlz>r>~!H79^@Yu##J>JP<s_QH1AqkaI
zY~B7fFy6f}b}@;w@lh`jMnbgv_V4L#HO<A!5QAdApB-oUhLC^1B)+=s2}GM)h&=vH
zcs*jD?Zx(}&ixw<%I{-3LK7MB$&{bXbYzm~mHu%3$|;Cl?egX=nw($R4@wwl1Wiwy
zo%WNiaNhM+gAEW8Wn&85w`sEHmhxcgx4zD@U4FKe`I^MR%aG#IaR%4YFaaXMm@o`y
zgd&lCBidR6IS>oYs4@bAc=5cWhOLO@+5-D2i<|g~0>`x#e)k%)%}bN+!`xFIFkGp^
z<HxXHkz??oWshyR*etT{SK>kAt1F!JY`OQ50@mXV5_0u)xwfDWC49GjeOV4V+oAK=
zHgh{t4|F-YmD)$Q0O&`7(`RO={a?v|Jsg$MRGIKBWbht<v3~2Cjh#2%6E7|=M{cU;
z>TW#!_6fk2F9c$V0sYJj;7kDdYJM_sHn8p8H8tqt%=R0i-mK%X@#?2DetjLSd|(P$
zYyQBgbQbC%=V)nW_S%jQQkr@NX9^0&CVB@(7)FMpd~iP75WA)-A-J6a5hI0Fd5W9D
zAej%9keA(j8)^lq5sZoa$?_5uxL7DaoPk^PTET^n7zz3a?K%QoU!-2TzSZeIOWil*
z(=O4U14ui6J6XILagpym{QHfqd2jSh@@>A{py+n*k{UGzKzq{jkPh`vNr(|LMEz}Q
z$~mQWC3%T+c=DHiwFaGrt?!P4G$fG}2tI^kb*}n}2&Ii@2;9NFDBfd(N;PY5p_XKF
ziKx?!Z}vF+pnnm8Vq!oF)Fp<$Ho&y*0<fWJHv~w*2}&qR+Fkd7O+th6aFCKF5@{zj
zi<_0@;P1>#;-dRF|IM$RvOSCX%>0W8SGCiHRKO`~UE7}jTQxXs0?`>4RL(&ySe92d
zFvT>%^r53vbMjW1bZNAVH%SN>>ub%MyvWZX)kQwz`rLjI09kjHb+Xw4nKExeeq|^I
z4FuVqF*GmbeLx6Cr-*z6StB3iEXtCGb?~d~YxR)X##j_cIXJLYdX<zl|46Suntotl
zU?3yQ12yWyuP)CUo5^%oJMotYJl3ycrNB&v10)6@KTld-UflQ{&RYlxscnsVOelDb
z8jRwxtu|=y{4A(dB0SBdkfW>&eu=D>qr32>vF!0Ed=?3O9EU&ah?b{Ji@0y!sTML*
zlO^^1L0Kot^kyMQf+i&Mm6x%D)QFp6sj>Kny~{r>r!VkiF}|-LfU_*mt25!<0r89V
zHlPCn6Raisr6fTI5sV2^-IqNVtdQ|kR*5p`{^tWA|G>WfR)MChqeDN%TQm7<-q{m$
zkRu<0EHkOs!Nkl>{5-+^<ngPK?XL|vgQF8L293n(Tiy&tA#kdqVFp$mj!`g9oX?)y
zp~GMi){hL&uP;Y>ym$TU^V4%;3Y%fpE0nPh5*|A-5QGMTy92K)<4wF7GbC7jY)3Zu
zMAw?6qYRb8)s8=YUrlrq)crAbR~`I;fmc0#W8}$yTdhzdS#o_g@go(<o4x9j3Cn|Z
z^YUN%7%1kfQ-C248l;_W0a_Nnp`Ma~r?iJ}0ka`4m#-+q9VGJV&g-;@2op(C2<>JY
z<7&{~Q{d*|*>A6V6VmnSdE~OgJQnW4wKv1QJamI22NT1!XwiNupN;^M(6?5_-!+C*
z>4Vl3uccUVs0Dx9wWPEE!y5cBFx9fsU0XLNt?M1=SHk@0hF$bdG`Ua+c$Iq8e(Z{$
zL$x4F<GY(3Ge`DD_alDP+5F;-{*RECl3VB(y88~e34^^CY>Gze4jtyd9&R_$fgQpp
zOQT)QCL`coB+~sS=976<O78bEV56h{`*G7;XCDy~l&`%$fz5<*@;R)%MmH~Rb-AT)
zjtqBmdyRtI3zj*>69Yw~;&LT7h2h|;i0VhTy%)0DsMmVVA`bb^4D1mG%GJB}=;37?
zArWPyYl|p!{wiPN{ENJkakn9|>8Sng0jWoN8(g2N$kB`S#Adj6FBhEg0v<__W*otJ
z4(_?X*+MHsDhXY#=$a@JNZwGwwzvIzAhCIa5V<?UYEpy=rV%j|5xPUQ-tDMZ_Q;kx
zheF0H89A?`9N)M%5QXxa!Yqys-8^=;cbqE&R9X6;D^8?jA(G&@>JNQNl-BO;1w-YB
z*_U?3aByR^O61{OU>kOdMs7D2pYE#+Nku#*R=JydIkE4Jd?BA~mGOPuqyDohuz*ii
zw)64P>oGL5CYXA<1%zcW<F!-fYzw@X0cxIx$irF?|57(?#wdblXlM2TmtZ&uI?W%@
zHW8EUV<o_f9nEss9!U)_WiA^C5*l_~`s)`NTbS$#6^u=6_WP`JX*BK7!3Ya{4+jF_
z>whY4e{QfbMi^G%uq?E6;j4Rl^Jl5KNB4+Gk)NELM4LD0YE1%(`*;>VZC0;owl`%W
z#SEj6h)BTcW;o{IXq{o*Rx$eibc=i@PY^5TzmH&u(uS^~m-(^dZ%P;4gF!_)*um`9
zxuk#p{s=b-1Z$&haqztMg<`jf`~Wb+=Oyx+G(<Su`>83VBoM!}_M#VoN}A*D)0d=e
zs1Joj`Tfcod6e|sdbm=XZE^ZF4-ff=e?WeBiyeJ@TT3Z$H_TPkURy{=zz=Z0MPa@L
zvoAWUaE+YqKGvGyWfRl#)ZRV|o$7IK_=Sct{7zj@JP<oQXB?E9vz6S0*9VN``Xoi`
z&UP9YTSj5{dG^jOE})xgxbtNQ80;MD8=MO65Z}C6ckyS?(qm)^9J0&50d4OsmlZHp
zr*#;!(5V^Kt{oeCitD-v-YT^{6qbQ#YNZq5;gJaavk4RgIN$(qDI#WyxdmaLEl;4E
zSZ}6Xthfn)^*vt?^FDxQTo_De2Yu+1v^e@>goQv8^Q8Smz%Y0{keHYl5n64x8~_C@
z6D~k!aT8BA#~wwe9UCwCb{$8**763lZZhix1+Ab*H1i&*`_^s#Ca4p}M<_%hX$OGH
z<Kb=puZo1+>VbX>0p)`?`=V0hB)GWW&FSSfzw9UpTuz7}X8T8kR*k`yR9BnMzQ8^M
zb&`msAeay1v6^&T{*gJnrC1rQqf`H_5E47v0&X)u7(1MY8JhV(z6)sW!&*Ypd;KD&
z^TiX{WGO(`*sj(XbcW}>CjRVZ4srkf(EH0f@s5t^5i1S{axS8!l1<RASo2nxRNIWh
z^RQre)%062p5&b0*hCZ?H%Ge+G&Y9IM%=IR_MtowAU)w!yisj&b{+O!tYgFJ;bq39
zOJA3fIrzFdiE+yK-DYiL&y$0ZcJ@3n-Q8inKr<XbPn}4rX<xWJWtQ>uJdfC`Cc&_b
z_*hi^3DAinceNVoO-47~2~8DuM5Ce-hbAF=e{50*Iy_njpVQ*0yx5jJjJV6NpA={f
zJ1Gjg{Km>r;G<0DfX2taC3i%3#>c@)MB>5xZzY1C?iAs{js)iRt}E_TuIYo((G?d#
zjgl?rP$BE$OjYPVki3dxuA}59C3RMx?PUA7Hzy8q4<Hu{dswb#|M#@x)Yxx|A5$}b
zLqd{(s*_7)30fSNCIc7mDiEu)?lbBwq_niWY|pU@jmDSbPFf>0Yyjr@FHfs4%O4E>
z6i6u}b=89vV*K^%8pUz<i%*d8FF5CqWdr?U|I)g)y!Fyq50=?IBHusV_ZS}c6drKW
z{NJsAQ)M%a%bqM*FE_Rb0~|+|vsLRl{jc4MWwA=#%`X?&*w`j+Nz<(mpp7?}-{TP-
z8v54f>J~JqMQxj!n{j4}VUe~dEr-o?K(K>`Z;r@Pqh<0$T*&iq$yp0B4Ggx9|JN%j
z515`ihgH&y-iZOxX-KaCky_jPlZv1v5`CgI-?vkun+vDz^v%92W$2|9TCqULg4vu=
zGoD)iWtuIr|Dcz){0@$QV}W+WnTCE8wuXNvuq}p?iVX!zbw)ydQ9i3a#k2;`(^*U>
z_#AA-YB=N9AXCsR4R|wJOxny2->+Sa3+}vI0#J7rOZQ)|NuWla&d-nTSf;oMdP-+U
z#&o$~tHKx(tC%MK<Vm4fSIhoBE43%$b3^xqDi_(O^)S}~8Y3`8nUFdoE?2FndJTbf
zZ05FJU|YHaWvnAFkYX`-B!I6xY(_{`HL)!oGdbym*F(4^Zvz}DeqDN|k~|a%tWVFA
z`r^)A|JfDx*{VQDi&K!x@zM|&10DWU>H-|=xBQB^1J3Kcu(I2Gd!Y~PH;{!IEq0_P
zLegf+x(Im%MMa>$_3sBfNk=H;LWsXV)E)HIObY<{DE)X<kR<M)gY7plDYbL69XhX^
zPMqq)UVGaHP_7U-mvmr)jsHB%C=R^2*Q8sW`}X5DnHHFO#2N;zR)@k~5$2>EC8M!)
zy-iwrdRbh5lvC<5`^4nrP5C~QlOK}@(R9r}p0As`?L&GnV&iPyd**Q>@m<duEj@!%
zL2a9s1wT1H9wX}!3`LYpTfmIAh3y<aSrZX*-tiW9mS{w$NqW5yQis6?41s#}eINUy
zOwk4@&(s-kW?DdJ*5N$8wX)jwCx7yvmab=kphZFVuCH4>|L}1b1$@@rg1w}tCRTk%
z`>LJp+dr9ou3jSSKRCJ}mf7*~@a`fhnB8iVHu)xPh>WwgND>SZa@h&kxpS3T1^x(d
z7;f(5i!bzD_olN7E;imcwAs(n!##@ho#i!N#pRoQHJDY{QbUI$zfkbK$7q(YDCBb)
zy-dOFv>aR8m89QK@)H3XG+{EMz_?#O&Ffu{`BRb-jeZTm;|cD*<^hM^=2lsgOlxiS
z+Koz!;~?W#*w<Q4)sQE<f#W*|HJi`zc=T@AE!ts#myR%Fx#CN%suz3DA=v1H_`%%5
z?F3u~^Ca+WE*Z6(B5ugai#qeChL$Z+G33!rp+C9W-qP0Mx*p_b<~tStXVU<?Pz?zD
zIPL-Ct8eA0;FMS*X7(rywgI){92VUi-T^pNlrwmo5n0jk@MsccbxD6gQ2G6h%k(`1
zGsNLxUM?%yyOwaE{tM*&3P#HJ+jfdtn^07-7i9AUv!(wz1NF{zK{KLS)!ll)|0McF
zM@^}eECfQFKPbM0H-P7VwIkR-7Mg9d<4h#DOHzlKss?+-l~r#N=ULbpl>pPm%r@6|
z-9<i)ZRnJ~)>4~JNAw*ZEZ^5naj9%|@fAO+DE_x}2WK&pEq0Q9;Fdx*l}t0;G6HV9
zQTN{}^Q21)dBEP)N8%`W|M`}#<&MPrjNK9rX<0}qQU;MG@_>r+v!_h??ZjKKMxxU1
zA9<yqM=qV5u0I7tG^c7aTM%U<bz^TR?9IomXI^bg*}k*eO6eNJ?}OFoxE84*v%Zst
z)?IdE)3t8ue9!Xd`KtAVu-RFWinH`RD-{mY(La)c;}5S9H?uZ&tKXQT25o&V2uiWh
z4z;bUyY99Luy86%N_toyfx=at6E{NQll>5omCP}ll_Wp!AFY<|YtO9hlGZW&G3xu=
za74IZq0^$#15!-OK6Luw<6M^APJuv>4_BWQf#=+aT!0%^&z+-;ueoxyjhu`_?`mtx
zQlx}ejc9aq)C}3Kh&-6%3FKE$IKS>QRV4QD0wj*c-yFi_WLFxV2(rGt0CD%krbItg
znGf|rGm0n4i7mc!u~ADvK%GBhUkod7^fm3*Z5b<8+WSd-y9x`hc$GLGciVP9HBBo4
z{0->L$I7sRsH3L6i6!_1GHPlBrmgjL(%0p)ThQ2e1?H;FasFSbOZe8Xu3^{K8ltoO
zb75#AWias~%WDdpUZSZ!;xpS^s8xVix{n_|^v@(E;j9qq(XUL7s@y;#!?~b<YpX!U
z8g4c|4z4a&{~^e*Qs#^ZgH3;%IXq0}<KvTZ1p0J1$PV627Du2o*zK<e{U+p*cLY&a
ze<;LiZRTpf_V%~D#dC-66JGg1ASWii*~=vTT2skNfyED&j--@3>@|~Mw)1BP=e13u
z)f^uR9umX|PC_?iR1<d!U*rHv{N#G|xA+;|_etN0%XKz|0eNU+lai9Y2;Y|VgT-g5
zq=e>9j>V7%^Z9}A#Pb^Mh<DeL_^!R2IClq&>y}ma|FEzLs^)OhSGu~6Jg+an#?tiP
zVI^DYSU#a$W)Xwdn6bf864P|%7MM`zwA+Jl5%6o%VaI?}hUm}K)CI`%avVBtJE)>l
zuPSLd260Hm1;$f2r!eEKE#qIw{x~icq#{KvmhJVQiVVH3l6YCM#j)JVfkvl2<>Sv2
zr8KqcV5kF^dfsYoHX}9}Ugz>&VKXd3CW8T&<??q#>qAr)H6zxW@v4}n>nPn-64=50
zMm!{!WBwAY_0K;V%%@s-|K+uQ;fEjB-AC_>Tmjw_P%RQ5rRo-r3DK67`EuPM4UieY
z&%y?k@9`HiBCdI$?0U~Vfwl?n$^Mw!i<jeb-LE+qZ?u#B<7c3E9ZU8#U8bzr_`LP0
zaR62}i!YTIOhvPUl1S7M65j?Tv<QMCD<v3bOxKY_F$|P8hQwjv;l|2k)G!oWyu3zm
zTeCPO<RY|~6=2F58S;%h-*yFgwgu3E)qU$CXKnZdjR$}(7UbLyWyq06*<^9eDBY<)
zY$vJhzST<=z*%TmUM2abHu(qV*hH03vgWk{z6BriS&8v*65ia;+%$f}-oOatLX~(s
zH`-aK`tmJmLu4}@EG#Up1SI6`K$uQXQ|#+0!FHiaKHs}x{T7id5T#W5jg{pb6?cbg
z5-sZ)i26jw-{;%U&qa7;CZFkGTIiV2z$CeHdYvCePDCMA`<#z(A7=4A-7dU!V*?y{
zqxKqA65oM`-ty1^Rn6tI-?AiDXkzLr%2oF3JIm@O9>AotKa!~C<g%x+JV(_+c(i}0
z<MZu%J_mWgJWwUFE+KK5`@$+v>x}3UkFr;ReK<neT*9>Y7<vSTcg1I8T9dbnHzt-`
z0Cosw?W-a41z^#C&d4n&fJu*<n3$l-a`S)Cer^wLZ|5bx0*W*hF@*Q0_BHbzVA5;t
zQ>%odEQ@LLqv*A>ov+xn@B+=Gshb(~4mtpm_tTyI+Wx}zCxDT1VUTnom7xJ&M-S&$
zb!uo+^pWVXF?qMNpr9Zd8=GBXhf}sHkcrXskkaW@8Q-q%8IoHqSgn2!ioWGRGnlcy
zPA~<(xVUI_%Q~&@KrwHb^gQ2^;_D-MxgFfyHG{VCS1_Hunqk1H&>2snJ&_UheQEs5
zL4=xb`%4mj=TLRz!THeH?rrUvRj6DBM|+-hx5|^Crzw<<SmL#}PM1BQ3`1otVdbQQ
z3BC8Qv4vivmjnY=puGruuqq79TS!PTbWt547-u_m(a#Amy>UX{HGg%T@Xlk@oji1%
z4Bf=Y%gf)pfUM)@lg`%lmvTnhCC{<eVukFZyBqHDyX|6qv2y+UhsY5!<c|`Y8#ufl
z6(T@mFu#{kc;#_D8s89@eEC4q5Iyo!AoaJq(H~~3@)uiRRxfe;CO<r%4b%S=<M+_{
zb&$Vc-+HL!A}S$QPDTa9RnMdO;cH4-ng;R(dsR^qwvYL7H#U9YURcy1NqwKo(5@m$
z_^O-mtZ#Sx@|WswcJ=sVP+8$>n|Y`)M03)wBR5bpnp>pRc%()gR8&-Sdfser;o1YT
zC{uS$0noNUhV}butEn{sacAFij8D|v-*k?Ra3dgNVl#SsWj=iq91=p{VUY%fKYJ?r
zFObq4$YKirU?f5mDm)SR(uREi5S5W(JWV#BXyndD^#<2M%{0QWFK5!5z?QUsaDbws
zmgEWr1yy8Uq1&#;HUlczuS`NH>{UxkI@mYBSVJD^6n9dpYN69a3o~G@VEebZ*tA^B
zTS-}MjA<&5o8TeL#B$^xxo;@y%Z%72nTt=-$aaQhvsj|4tXnEO7gvL`Yln2?FmFi&
zMWc!KXZ!iUcjc8Q0v@#8t*RkUDtru;oeGTC52xXdlW!WIl%K^}9MV#%<21v)+&PV*
zh%%olJc}*Y%YXRfVv*JRmr*T`O-|hvVhuENOfc0=tJ#KD*b-(-=}`wxNeAUr4~Sh{
z7h^LvcYP{@{PFSmkb=&admCu#$FuN9F_RMNTy}Q7w6w`aLZ`rtGf1$i<6QbjdJI&D
zi~WqMI+!Ju*VQRc^Q)<<#_loP)OmtofY;9BP4`RYzz@m*G6otNdk2TG=;&lw(bTx}
zFecPTdaH!*5$Vk27G`ESi$Kubm7Se!m@UOAoNBnt{^|OAFPizmV#w9s7La?QY4Iuo
z@kQ5gcfSKlB>J@dlxq98YyoK;vBQk*5k<0KIA^ZY+37vC!+5{*3$<nL=U3e(Y!@e&
zP#iSA3zG8I3kzUJHk|;e$}+c`u@b~eQH8?=$(`d^fctL)JW8`aZ(zUP6%`gvCd`x|
zyq8k8xW8V`R(2O)@ys&2(UJXf#L9F(g^;B^@rBFn>Js&FTbspl1cUNPNtw}yOvUz_
zr|EccUYVH%leJqy=<ig5Xl{I*9|iARAf|wNt`t3s)3+pgxz&*>-TCI~s{iNDQ}`h8
z0Bi=+q^uHx%j@%N+EzYebCa6zXHuCE!6HMT@oK|?lAGRJDeVD#3kn=J75z~w+5F<>
zt$+V&R}16b;zh7&#Agz`CB;VErMeYa2U**>F)`>$AwtW%^EJUTcFyzV)VK)4dW&1@
zICJ?S5>Vp6uGu^6%DqpJE?T)4yMt}Ug(cadsbU2A76%Mw`Oec)^gS5to~~vEPkW%J
zH%d$mEH!~3w=4s*(aZ(=s3CS9XH=}Tb_zM>9i{-ASF{iiGuG=HA`}-20`14^dyw%(
zz~J5&7af);4jvHeWK1szmHxJE_1Y%Tu6qDw+>BY3C^kxep@a~cKXFLT+fX%nv}mWv
zL*`?1a>g&jo`<!d9JB8WMtRMd6$B~m_I)Uv)T{I-QL5keq5owMRCI&ns>6{4b7k=8
z{_Mn^5_hQpYZ9dJvI8lbcI_8fZy9z!@A3-!`5JT>Ev-c}3);)0>XW&`4AlYB;`qm$
zny*I#&91(6UpBFQB4L6I^(;)sw0j9K!F8AWj=_p1*=|%1zvej;w@pungvT+L>0zk^
zJRjCB%G|oF+Yj_w7{Yss3J;Ix5Z2Y+k?+!V27S&#VFj2fkd`}GZB}p0ojPw;Kio6<
zS~?hGVd-C7z7rJqpqsG6zL;0Sn*Acpym-7$Qf8sj7slDE$@8MM)xJN9PzO8b@-9et
zLVfcb71_{PD%trkDZj3b@;#ey->?(X*`Htr;a2{KUTKRpeC4&(w{(|*WM+Tmmb<9Q
zu0G!YbC2N5ox;A>{CSpYxtdgw(DwD^-c&K(d*sV$x>xJ$2oI~NppmJ1a(S`B>d$6Y
zcvQkQ-%HRAE{aO<xVk!+RY7BFW8XK4d=3ll^4748v`pdEvS0XR74kc#NOo4&HS;vo
ztSmqLb(v7c%E2Xkyd3<8^Uh{}1KSwXDk!TRU$yLO3neYdx?Y|=^J_=4FTrkb7F7Xj
z<|6I<unxq#Al31tWfQf@Vmad}Vy4mA6#6GT;mQ3Yp<uzEoDOf>-e>*#Ya+?jHeNrJ
zir#;FOr2%cVJLP4$a+x6f*(kohClItNUy1-<N5KGD$m41XKZXNPrC5XA%@czm+hd)
zVk8OzBL|V`=Das!TPPEmB-}#~KhCV}8N5lLWRB5aX0zVX5Xon9V#9>;C5AUng!>8V
zgfBA)U)gI$pP|H2;5SlDv)1z`Sh2!3iqdV~MJal{c)#(5J?Xq5W^$AxI6#NNNI{0b
zw${|dBT>SMq@!Wyr|2UyO+L9h=S3NQc0>w84hi=EGUZ~9BC`1>G+c8NpI8%mobJfs
zaL&*xH7_6_U`bod&$jFB$rp4k-{(irmyg``LwBB55dr_yU0wL*3)kQ8IRbxo9X0^8
zYXv@>G!7{kBqh29N#M1n19w-<q;?9W(L8Wc#17@NK#Paa5@7rHM0GxBtR8POc#5wF
zzS})neY)ce7U`RFsdSf6XjQ5K_3BV)h8{jnY>e`trHVtcQlzEZ*C`m!VtRMH;{s+3
z_#M7{ZX8AyY|Ou`pJ!dHSMW^PVzZ-5Jr)V#H6FIU)XL=+p*u~t;HRZMHyZ4{M7Fw5
z9**8_1nOtpJyT^{O8VUpG771vvA^Zz;Q<oi_i4fed3FQ(zP^H~FOM?R+-AYm>whs*
zz&`(*_zFaQs%}DwX|Gnb5Bxhg7`|4=CrjH04PBJz3JmQoue;UfYfcvve$@zV+s;>k
z>SrkpM0a=h?bUpx?MfXw{Nj<bV`JJ!>;iLg>HMuP??k|A<6vh8&hb!&4=M)W^toR?
z3yKVTZ0$juy>wrB@Kt5;EdB#=b1{jL=kcpLP(9#R{$&0*lbO{!-jB>-sra)!JrLDH
z!1?r|h{{xIkLLg+#<aG5lS_mk->aGudP+P>`ZL$wOos3rX!QN&qX*LXQGutetu3&>
zYmySRE?)wJ6Pc9UyU7)oPOmX-|CR#Gzhtsn*9wlq^Gsdz7IF9)d<dMD7WD5o$YxuD
z2Vt=H-%zB#=Da@tB9C_SDC1EeB_|K??H<axn*$qKDTd;A8S8A5JqI$d11<?chnOL4
zB}}%!m{p{5+GgpzS#p|^19^;PlO*`Wc$6j5lJY%fm@6Ib^;>Cr_yJ}MCb#~|n3>`t
zu$h%LHK#y48Sgpkwd_1Qn#I33uepHXX={73u8%gJ@-bj^1*LT(jPAJeM(^JfJqJ_Z
zdMszn;rIAGN1ReYL_R)BpR;lT;*GyHqrP{Ix({9Sv_!rSeNBu4*N=Jk!IRfj`2%9p
z)2>SX;~l$9+{T%mYzD(sxB12AGfPTJ=8I*cvC8pw*`w_n$}CQLgR0uA-oNX2BX7Ql
zl~2yG8+DDhXMgCYn8jPJ5m{}2NTOdvr%WBgK=LXHiI!J9xXH<BaUQbFg$r8iwDELO
zPWw5a0ZGJO#Xxdsm`F>j=Q0Ns2PD2=H&^@i<E_@?=_x#)uHz^><(**e<OSGxwsC%*
zzZx3YwAJKuf#>+1e}x+Y?WzsvNOQU<?@lFKfyUEfEQ7m)m*y?o@x%RnT0&8&cl$9o
zV160=cq}_p{P?FL0If8CpnrFFS5j8CAVHJC1Bf1jc0Wrwaf?h*`}{EMpi3Ei>C^zY
zGI4VYi;aVx3eEcI!5QN}p3jeWuhwU)Y=4BZ(*z3EWn+Rrlk>g<?YE5}ojzu$L|cHw
zJCW=h`TbA=-WnLv=xcS)XSkvRNv8sXhq=@6(UhYue`7@#tIFnoc2_mutt1#`w+qw3
zC?X)`Z7zXZaodapS=x$RMM=4>+@fM)l^_IY{b&e`SY3d3F20RC9uZjD4ncsY$6@W@
zRt4NXviarN*_qNRdu(l!-MaA5G*H+Q!$xaQQ%&vm*}iPG-tU)#R5H3cL#j%U!8`dQ
zYT<775$8abZ(yO1^V_Q5c{OZZNG#3!rHbJ15R%HDKLgg!HRw143(yX*d4t&~Tlkb6
zAuY-i2qaqthB%OD4CLWy85v7|@~$QI_pM52^Jq3e7Ho+xugB#sNR(z}VX5%qYD57y
z<~K-4z|A)|tM4mkEV-;@WmRG3SB?)Hg1c{sd7QpyQ9cn663ULxnh7dwgZ&W-#T4^j
z{kTB>a|S(TSbADonMuXhgoK2a_I4H6Tkw#XrQu*;08e1aIjNeO+8?GYE_;7k2&`T(
zn*v@+YFPF=9K$~09QmxP(`swa@dCu9ndQvbc!K1FFYGsz4%5@llk~HF)odTiXlW|_
zwrj5<m+=?AXo^V~h!&>1hK5Thxyh>97$S|%FvP6dYb`#E;WYfDobiB9<ZZ|K(_K5{
zeA!-UO{wjx%AOf(&#nh)oDiii>HfunUlV<qU#n?y=C3PN!F1*|E#)Q|Wo=VwKYkJQ
z`Z~@pi_I*i?)tH4`Hx`UOX6<hrx^SdJ=I;llf&#@Zps-%1_G(&1`tE#MV&3RI>wDb
zW959z{KC!4t5Pi)njzrL^Wj55>-?585+z_;B&Vdf-Olzs08<^1+JZw_()Clf3{hPZ
zOykv2n~IXsr}<kTB`_NhCfAMJpT%qIOByLXGta?MWp5mzISW1_(KvFw5>A$4V($UZ
zLSG1)N_l~=`L>87hs<z<?lQF09ts;9Z!0z-U!3DoB{NqY%Y|2b@JC}rWV`83m_TtZ
zp6tIhgNix1r9;buFD>N{caKos7e!eh%rN&2@Go?8?hnabhGm<ifZp)R%F0)E#nmb=
z|6Ibfbm%8GJa2vPs~ONLYX<qm0q|&lxQur-G*Bq9paR6j@%4Xc6_5tAD7+{u#T?B~
z<eV{BsH$RN!7d{dZf|XgqI9%rCBn&|`3I{5lEbT(k^Vi)*WSK9lulU%2bZIVxKZ3r
z=ziX!8AT=4&fP>5VMN=bg>q6@GaU#BX7l;W6&nuO!zT+tmk`MGnArGXHLNks>#)0>
zQr!kZdlzGd`$80LE5=XI?}c1;<v5o=;KG71-Gmt*PHqMfH+_W{lg#D;I4Ovt*DT$b
ziNKkPt<Uw5{lp(j(Z5mHU0oVpWLT3}#1?-CVS6tGyx|2oEutcb6D<%B27i>*SD77G
z-uXNse`Pc<ey8%MXk7Qhv{0SMW_%&1G&DOhDr(h2gSF1KRyQ6CP6{#rVMO9}@VXv1
z^fGa9u=5hS8V*AGJ|^DISwejCNEuJHtZEe>-Or~fwNKST5OR&maxh}epu%CCT1%<w
z$~`M4A0+W{xg-o>^5rUEp!&~?V8Ou3zTLe*nu|G`#90;IhEgME;qa^W=_ZVK34)(i
zQBnmi9t*XC;lJIbM=4?u)A8BaFF!F9yugJ5bo(DmF9GYewzl?B)8Mtw#CDs^9GVii
zm8`$|+jC>#{0DIbDy$F%sFA>E`><P8RTVh6zRJy&n2JGq&bBzwz~nFq@(>$!-W!cG
zg~{=lDql|Q&LwkLtv|i#uHTtrRC$a#7utjpA^?WX+j6{)=lg@EE@%VJ44LsQbw}@)
z@;Aj=&^f6;6WFe4BTa~k`NkG_Bvb<1?t>{TIqI-GEv7iMcMxRlqeukD+L^kp7c4=G
z*hOk*fXwwK={+TBs_L_^0DtlbSw{<`5I+qK4cO4`_-~djcJrg3L7HxEx8{Rxn^URu
zYUOp6{hl&{kc1EaaWBtx>P2#qF}`4zw5XjZn~dLf1}c?&>IGr0J!DQ~w$J^LokK}h
ze>l$KJ?c09SaprZLnOM=Mc=Jf*jCt}rZLnO>fPPLv}T9VAT3T$9|Mho%6is9GfP|j
zPWN`^WZuoff9Q-5)AjBbCizowz{@@gEX|0i=H}M<7B9W!1U_6|Y*gbWsBMrnDxd-L
zem?M(B=KAV^}i35eCGlwuybdeL045#r;Icxt<58>%W1iYgeW?G#>m7c@ZP|L3_>Rm
ze6(ssd1WRmzZ;oD{Md(nk3P)$7rxn1w$6;Dk#toU-@Xy_IN9`W8be6A4-5`|{QzH8
z!s}LBz!vc;;p~38*0#hCo@ulg=Y@v&KG*5V*=@BKC&SnZ=Jfy@A}9TGg`H6s5pp-Y
zK7A)oog-zc^MH%(Ki?@x5;HeZ)G8C(fWzTF!gh&=`bJvfoMdERkW(&`U;PGxZDM|2
zQ%8r8ghXNBJzkUDF!DG4KMM=sxH&vI$xck{_ncEfv+XyN`LUg%4^}*o4_jvjDdpHh
zzNRJr_m?L;KF<I1dyuH^`v3ps|Cb+vW<uC`SjHh?8_1|=ER0D`rz=oY(yOvvfvC~<
z@bt9KgoQXv`SIfiKnDV#nYJm+f4>@jzX4;V3<VxuLIGLz9N%xjyFj@o?9>J_{G7*$
zYtR)9=tX6n8j?ebr(*MSe~>nfA=MxNs`6lFl$4$y<fo>w%;l-+Y0P(o4!`^R&uRjg
z>j-)GFBkEecT0BT;@&ywsP$|ISzRFO1m<W%gP&RPhK+GpNn3juvy4yfpatYyX&?e1
zPTLOpuDp_AF5t<{M}xQ@utJ;0#y$re+UIf$ZKjoh+`d|Q1t$<LImhGbGBPoNj<+DY
z5Z6IQPG*%kS{gAb5dzFv5Wc>@zZHi_05<g%tKFo(4GQ>)HIx%A^b*2e9n2xQG{&y3
z&B2&_%lv_uW?w2iufH8PuyI~c7Nj5GY44boK}K5shBlfIF38}eq8-nVk`T=Xw~{%Y
zbQSFMXjBmqk>U(p4Y(*SE|&&Z4Q@0XhTXrfpQ9yI<gf!k85@rg7Ijuej`}N)74Bwr
z4oR7sni`9V$vH<>vgQSKEb&cVHWn8T{!L9&25;&d4AWfXe;!2;M0{ce7*SUzTr7=@
zC_*_oslDBn99v{$WI#p$Nd1Aqe(r21n-bd^XL&02&pMGPksv4GG6alR@rc08W!F71
zDZxx*c6nfwIuJ>wwF0h<9lWZZG@;EpbO52VqD;+9EF=vYiI7baR#AyR=FSMr;BwJv
zSp~35?Hw_sLW;r;*iYjB*4A<=S=kG}4LHBuIEFKt&;j8x1BsDw?}nH~$Thf)TtwAO
zD7C*Ae#&C;bt<VYH<CGF`=!#^*+~{z-d6T|TJ)RVf4^mVcs53)*o=gqCULz4jw)x@
zJanRhjti<chjQ{7q5b^}g#+x&%%_WU!}GE2-|L;Ditr~|7=;ax(}uun08336@7^sR
znH>Z|ei?g5e<2Y9vODsH3t2$!COxczE1F~)2h1`)c#{U)Irf?eoU^RGFayI=G9s5?
zq`-kACo4J4?-`E)cI9A+k)e$|vO0Z`7Gsr}OoPBy6^@P@VA5;rsURy^<Lq*X#mZh~
zST6w&y63T?7G`cBlhLooSbL)Kbu&wX1~hXs(C~Deyliknq1pPnQ-jG!-1rsIOs6ML
zXtNE$@1q$d=pa;Bj`I7i{GG2=ADL|#5ygo_l7098`Y$Bqq>LRW|Nd1&p}D=ge>17T
z-40fW6cQU_4)XtA5tOwk4%j4#J~hLEAFP22l2Lm4mUUA)C)mVAE{~6Gwio}Vt<0LQ
z=mEHGY!)#d@mmZmZ$@rzUb^y<nv&eyPyf1tK_BP;#$P(pu%W3Z-QGXk6A<9f_fwt%
z7VhKDV_`eajh~+%P~ZakXyC0I?GXTxf>4xeYil_MZwjxKr6nueOhh@xa;MY;43FbP
zti;xxaTQ2P$`7IvVk&spSlArXoMv1DGSHU^d(Gz#7lFv4V&ckjk}`4(jI=gZR-aYi
z0c7dG!V;vdvHW2L`DVM=aqlo_ex&WEt*q!>af1}q^0Klv#n@hQfNZ7tk(88Vh-9f_
z@)rgUOW0Y}8H9`C^`F_>zg=ISPNTK~Z&=td=iG3nXn8KzoW4MjzU_Sm9+i$og8RKW
zY0XwB?gHYccPf#e%J>e&cWsB5A4iqjRpeuc<>Z{%or6Kv<TNAVITCe}b6Noednceg
zb}TKW#KNg6>nyFTR1p@ImxnLE7yGJ9$1XdR_1lcpELge7Br!W%K`=8VMzUE*1lieX
z-#7L+s7y}HWV?0CvG!x_x}o74`?DQKhm!Cdp!Siql%b;#<5%|3;$go4iD%L=Su_-S
zno6HGlexSs>FDxOcFo4LJsZD%4D+&06XZ#`C)B2Nk@Mo`>@a&|FTI2*ImW`lqWDSm
zbKvLJ&Oen4b#DHeJBUFMB1}1}U2(H-`Fn`EpGkIY(|Stq%GhwA`tFz0qM$Pv^ZEYw
z9PFX`3UiJQu^04^u-IhAN1IWO>nzFW$xB4v-`zXor9dF3g@wR{NDf>H959#y7g^qE
zeq3@c-WSv%DX9?xR$o|HxL7QVU6LN(-QBgAv^d(d-+v->Nt<cwKdGe;OPK~a=_q6t
zwKhj_G7f1nF$M8~SV@5R8}2XMs{%V{(I~#&U=)wBi3vVCjM+0t&81D1R}@0$Rg-m%
z9DYoDFBI>UBsCQ7z^EBAWW^2k0|XHoHjdwEJ({VS^o?NH(<yCWXLs5%^^tTweo%p0
zkj6vykORc4iLP2O!br)o!<81+kd#%F#31)&d#1-{G9+Va22F>M*xRvn1gVTM{@u&i
zd&_E`++ET%J@ebfsMsofy4s|`a$cnxS#_GVstQq1x>-?Iw=zQ#_J$3G$%AbtE<O?K
zU70ysfp}mL-A%2q5l;Wr*)>NgZhn5=?e2CoYLS4%<Qw)%hDt=gNbIifZ3|lXp~zFY
z_fixU==O2Qc2Lt(lvI>7uCGCL4wLLS{s?rgmTky(9+BtZd-+!AH&DpShGIb8<)2#y
z!Mn3uQdo*~cXuZ*K|v`PoV>KipZ0&)d&{UQ!**R%QIrsA5D*lUh6%z%8kCgoo|JS+
zcNuhdcX!966=c%gUDDkR`{7%A?X%7~zt6wJ@Q*_rFyHry`@Zfgrb+o7B*`iI+|ba`
zFy2kWR?rU4+1Z|eC`mW8dSlp0+Sm;=-h^wufgIe7-9%|!7V4%6`m=*!vTU`BOKT-%
zeYqeGpzkJ{X^stYY=$H#ACATLT<o29J-VTDcro3jbYp(Lzc(r>+ITG%#XCf(roy0%
zU&XLI!I7JEi0-34Zymp4XbCt0YFWjr!xIF*3S_L-8?zwV1fmo0<1;o*hIg%5jA5o%
zUg0c~vRL^S)Rc~LdU70%aoV2QZrM3me#;;TNmeTJDkqG1OsVcvI8y(6W{!ArO+s&0
zPL_C%jx@PnnN4j@&!gNP8q9~&?XfYezKx&_p2Ag3&LtH#S@8p;x6M^j|5W+6!DYPz
zZ%Ne_aC38m@enmaua_5Y#Y|zB&X;azDP&~jgfR_9?d^ymMPGO6njqa1kj8`Q=;%=X
z8;ZWlzs}@-K3eAgCjOb2zdr~v23z#TO#F(6_1!yG*5jzkz=JO9Ts=23@qj>K&VRXs
zbd`TH1~YT>Ex*WG+3737B+X@Yu&y<iD)LBTye^)0i&^Q&!ps@sT|w6c&Bnw;UqAlD
z>Q<5XV&$k(yWsN2-D5>h8q$R0Kz({nBQwq9<VJaMnIBu2Q@K%(+s59;jKHB2PoJ?p
zru%`;U9h~8|7c)6i9a^!^=rJ|9zMKJHWQ33q_mTtT8Ur1((&H38CG-T&dA94dFx^$
zUm@^iD`8SEVwTD9;raRhM=4i&!m(>ZN5R8G&&tY4>+kZVnQpi^zbiUFjF&I{-p&dn
zXZ!hwprT`N^I8+3x*NYrCT7|WpS=3CB=Y`x3^2myEPw3d(qNMRA(wkMM~wd#1A4<q
z!=pxwl^-(Hq!69yBW4lyEqFSoW#20o3mejKfRJ6W;oID?9lvhn+xYvQc#}p2YC5t~
zLPIz~a3!ZK)K4v4ftM#OPLTP9lGW3W`IIvtCIjRn1R}`_#rU}d2O{j6AJI}{>n;t+
z4Jis=N=F0;%O54be**g|@H3BUuv0(~zfVczOj-o_*;7<AHA>8@50zL#lj18ZM&DUI
zqn?BHQuG80ao^n7(8+A9QJ6+YM^i(K(Q1-G&|2Dvmx!ftVxsHN$RE}}?ehyjqh=V-
z7zJ?-Q#^Ek;~=`Xs5prilz&6{89qi+3I-Kto0z_KB&4dN3jU017+Dmj+y4{=4a+hH
z+d<+GSE8p55^g&nkQ!;wcchco^uo4MJ2z7lqlJ-<;p_Ecr@Cc0j)XJ%PpaMwWLLcQ
zfsR<@vLu9ohg6tr=)(9o0=-Txez@m%r@E1@P@&oK3ZhWiz#to;5$#LNfcvJ?N&y97
zS~Q>rZYV<nq|j3~Nd4y;$He;5tiSKW2~?ETyV1H=vnnYQ-g{Q<nZzn&PzmxfMlRC$
zcBA`PtQNxRWH?eI+Y0?aR-w&i=U6sy0oP)QIJRnsmb`lz0$Tms+u^3!K@_yw%)kL>
zjLav3vFobp@~t>>`POow9nY*?^fOX(ES-UGjfB95lowB6z?+(>_2T+cLits}6HvzZ
zu>H9az|y4;?n!#we<Mc*o_*QNLHLRH+DCJjw8kmXkgyM>%HWh&o5rTs2uf$BR~U!?
zeDZ5DDkr`9GmG~|-r>Xs^tnPOCb}VrhALt-#67gtJbMP4>Pu)Qj(xNb$*js!G^pSb
zSpA(8<`*FR$@z@iO}AZ#tHJvM&M{O=x=U()nc<t*khHDdbD2~tB*mNsPB$X)yXLR#
z%1HXZ?myNDhaj<XM``P~8_8>5j89XoTs0@me3iWYmCp}GD^5kF)&|zeDYGG?Ahy~T
z?K4rqy`&)b>M}*0e25Cqjhh?3d}7iA9?hjiWeX~6<+`pwYJN{Qd~5ZBlRFlz6&5!4
z2ZF@cTpoqW;^KU^7lUI{U3g?#jJlI<-?#Vn)?$~$zLhE?z?1qw1cfL(=U^3e22bj@
z>8F)p!h{l(l?HHIVhnXP8n`}b6KJy=Ad?YweO?J2NOFjF^)61cK2+HIm-W8xO~xiA
ztA5l(P5G#Kq4nYZ2j}ewv7ewyLo-nqSScth)H5;6GRl)w)@ETv)K(L_2(xlslY*1N
z&^7Ik#Y1f0-@t%?e@8k7!9BeRZ^Z`VYI(!gU#G;x5R7AnnTU+zT4p-K8@4^_X?{6|
zQ?F;za<K%&yP|o7;mInXyr3ufr6{Mi)Ke^vdvJ1q^%LY36m-S8^ixt-?$8#Yf(v79
zPtiehA!`ioL;dZI1ShqFuK^x$&7{EBf|v+h@G;^Ftd*2P98u8d%PT7pn61o7FTf)T
zTp>U;d&Lb<ChW-1D=hZkS#AGo7e9kSNXfaQ@<qx&s4EhC+yRWC$nhDqtg<q~gZ{j+
zNP-ACIFMZ?YQV~9gcC%{Nc7bZtC(%WQ|Cj@tZ`FpDBWI}Tip<ZQbHjKToq6~z4x>G
zs*mUU;7ft#Y-bEJ_op*N>_aLbp`}$t5f2S1B$^GvYWDLzxCDBal_yEs_tnl0&t4L1
zFguSP`U#(ZmyL;wqoSQV=wKpF$;-ou_I|5lpcfXZ#lTei(v~rqt~enm-<LCy;+Nbv
zOH#Q3+9y7D!$gs4D_fhJy1`t(2ejKto$5pBf^E!@(*N@`va@q44o>B@3ZCZ0uvoWQ
zDW&&4hburJMRcZ44)u6H{kqbu<GFsvb9O&;!^)t$2>EAomr)2MrGG<4(9fWTJR(Bq
zWO<CHfr1Z(<VXza=g43irqeSy>F_@dmLQh|O?tO}-;We^paE4=IvMol6{@bT-f0GA
zsX|L*y&fHHud#h~13yIdjPF4q6}bt-B)~WbVEtaj9VYoevcdV>80mu?&ibF#xaJ;&
zqEm<Q?z0(u2?<2Dv^TyZ&l+B9*;w#rt$IsKOO=iB3y9*vUV??o5j)j&8D+)Nk<qY}
zVX)an>y&q9V5&?VoQ9eM3LOP-k+!zBipI>)5P4qa4$31Cf!C!v2zQbkgHymc{cSoQ
zwG2T<t*{#`o^v#loGZiPX?-EyZ@(6p!qEP!fMrXw-b6_herQbFejME(p<-+cN_tyx
zWJvsR^!kYquH+CTfnCaL9sK?Y)|3~c%AmU*o{WNmf*Y)HX>&`F_3}wwl?lxJG^9<)
z;8($$YuF`abCWR)bT42-HA+}4+3;CMIHG4V?1Rp_%$HA{7wO4qy*9FGf!QQePHwh;
zGY0BQ!=|K)wojU9x|3Uox2{7v!<5czMIS*kqgG*az5i;bQ;yTy$Z6ON7LL8*%kV|q
zTd@!A=-9o{{X%c?wMf#Z6dP+@cO)o;4eX3^b~TY&{Ns`vp^`Ck?%#*2RL&^*au2&g
zL1`s|Wc8uH1kiy5Q>U~M2#|S4!ImZar%xA+!78Ew<*ZfiaxCj7!oawxpbl^6E5S2h
z-al{D6ii&X#telDohq*ij^<cXQU|*dEgQ99oUX9ia&`<MMQX25tf;(~q=kt{eMjog
zuKBg>0d?0ssy1#Bb97|iUd1EMZ}!%)(6cJigKkD#lVcn>vtIq3DiQH^VDDmsXmPW^
z<Y3y`181JJ+Jo>>9Uua!hh--2UtqXrJTV5J1D}vEl-)sUTgU$Y{YgML>SX7)yhnND
zrslf%QtiQH-FkdC=%U_44L=d>l9&mP>p{hLBtJRY=79n}5CJ$@e0(UVAlm6-;9lHc
zOj`_F#NyX(Va?UNv;?YzJgxEp+8_Zw>N>>O+*}_6;gSvKrlcYEYK*{@)Ahl2Y*4}@
z5G#>^Y#;LSWpy=<sLSTddq_&{=!NZbViFR{l`RdFwl$((t1O!3KR<Lz*JKYXFBF^1
zBtcLYUI&rQc742(vt%Gdgg{FWKB&<J%_Skl76cFgDBOA6McL?l8U&4wc)UAuumnbq
zDXa+n=<s7jPv{n%L>)*yX2DK;VMRI1*h3mw5CoQUYxf*66aro=AwIY>DV%ov=vmsL
zYY)D#K%sxv<Pvx}6NL;Ba3>||eG#S4D_<k!qa&f2WpBW1_7i3+!P%2yC+cYz7WT1^
z<JS<^2H8PYgG0J@gb_#98IiD+Wtn{n+#G4~(B;rx1?I<jlKn0&<rD^HRA3*fetu+W
zVzNZMa)EvD%}8XI#rw%~dxocv6@vem?iqKw#Uq#F2LC~o;8tbKW~rUMj7EbQztl@S
z0;%3nPbx|OqJ{WS)gkcTwKN41O0)?G=JN(D55qUPbB;c*$p6ZJ2s3Bjc8(Gh@d@4I
z%$}wv=6hJuiKU=TV#`XC_)mTREEpYJg2Kp9h~~!rzL7}YMwLPI0dCxJj3YfS&tY|1
zD-)eD%zP;xAUwo3p+v3SvNJ-8Pa<&n6B5Ql|B%$tu|ejIs>MmB)`(Rk?Oya$&d#iJ
zRl4`n_j<%@q*tbBp<Py0APh{UbZ`bid1N!<8of8Jr-w-WB4&MfnRL9<LjL)W;X;Y^
zBo#+N($8{4VgOoh^Oh<KQZG?R?SvW|r=<lE`z$~=DcfimoEBC7iKE#me`icQIaRLk
z%%3n=wu)+8FA*!T2Bm0u0>X2CY^=SacyRu<<19v9eMMYG!sv2yYiBgZ&u8d|TnA~U
znxbkR;}g@G#zP^|;E<ybU(zU1XYEwE@}bjFlOdHF(#7eSnJLD?9YLWDc@&DG+2T!>
z-=9~I0CL3yiUs8PrC&$Z$2Mh^y~a4gwytxw#$Q}DNP1Y+GHv!>gBu{hxV*IUj*VYp
z2U@OEsCwAOg3HgTXbN*Hw<}=vHZQTRt4qPgIk&QnMc0!Hrgz%;CsiScF>s`(s<sj#
zSV0vw)w2iTgGfV4h@E|7)c^?Njrp#%L(?{Jhfv~oYAOx<xqjkBUUD~)3l{;>yFva>
zD9(s6zc!=C;$f6zgzuUt6#u+>ZyV|!osjX5wBP1wa2KB_X(-K$=QpeotggP)wTQ8a
ziH<XpfS}uqR*D#ldWAZ?q8#hh)wS}QPK!~t0PvuO5ExTx@#<%@7&1lk-pB}V77y2o
zR)sY6ZY?<?vLNH*$07cRsIHHfhr%y4(LQ@cH?V2ua6Qb)9!;VT!tKZzph10URT$g7
zU6nPJ#npejkn3@9vyAv|o?(Q8u4uMb85`bEXEK>i`;)3xz?6WOE35;DSjA%=o@!-K
zTKOU|@li>xbZAWD4GUeMDGYShJB0^jR&{t(m58ySp+D6*LUnMFRZ>#}X;G1450HYL
zLnWtk7MGVgboiEEY{L<3u(Gqs`T72jgW0)V-Lx+FNSHHswzHdY-My^T(*4xQl&c)b
zdR73vI8o&s`DJWkB6pd|^$@^T(IF%)I4O_y{E3V*4=5d$_fKF)Pqp0|hc)E1AhAEk
zppdN-RgZtKDTsvIHhwQEy{tQ&rn$+;=?!|3xs*suqSmIOs^3#8!+PRuaQqlT`@!E}
zU}n20zo-A<09M``|IcIvp7$ML!1utkJ$Z@tVl)h?luX}He=9|h)40ATHTVlc07M1O
zy_8A?rGPj{3Zy3cU}&t|VcVP!E}q_~y2(VT=X!VQr>)?*fn@oHz<+<=vrU!Nq5d96
zk#i5TWdqAAu;BH~%G%qO-#RR2u)lDcf18v>BD6i+c!8*dpbHEbKNuYw|De!=_LZZB
zvj;RsU3}gBe!Waju|Y4+V5O8zH?bE!o50>xpQZBxCp&v(I}<?hP)o^?-o?eY8tP*9
z%{3xld*1KMhF@uUkAl_R)pV6EokIHQQ!T9xw4)TN9A*a=*CBnHfFSgYpIGEMS&m0T
zlHK?kLrIG#j7FhO0zzkV)2J!7=|lIbXOc)or7dX6?R#d!TBwx2f5-<Vj}I+aLaKEd
zzYxfe9xY}d5yxI0lsX<CXSx5N6Rdn0BjD=Vu*a$Rmd)TM&uod}T>@eAMUU(XMWGk}
z)oxU!#AlD@bQ$x2xR?Y}J7FQMZxD$92KS)>;6Nq&t)Zczuf@#gp*WSUJTE>G1<loU
zL1`%y6Z?Rbc5a{4_u1q1%Lq#g>}v<Inlgm2?B~O1Mk>05^Pk*2@@3{4BmaQ(%0=22
z{Vtq>a=W0SF*2O5nO0<2<7JED_pJ!pT4R>cu=u=Ah&QPp(i-7Uzv+a-fc4G2Kl=w6
zd_TAd+ER^8O~1;4`9y>iUBrU(!q*5AerM-Y$%!c2^%ssY_Vy0)ZM5{!a}D}0S7*xv
zNNqq;H9bu?>V8RZMQ%~+6l}%j)sX(t@o_wtI4}9?zl-uiR@{6q3<WDPjd{sT9A2s}
zM;hgkhdVpY*RvawO-ZXYyJa)Hi}Q(*@heiNixJCB%kb%0*@aJie>Q?aUs*1+0lCn~
zqhVri^ae4UcQ@T2AS|azfzX<7od<vCVo;W@ytQxb$?QSrMY|RjM^NME&aVCs<{WmS
zcIcGP?w<95)$@N}<KftuOc$?7UssXV{;fd_DvF-(5K%I*tJv{1%u?3z7F1P5rCy^>
z`0I5v@$i^bhy!85fNGd_S`uzTnVe7zO5c~RoP#s2?Y%VwpUNddfih+g?!&}j8Mq>`
z5>?rwCc{)is#Ha3<b)IV2%5a6ZHun-KZE^v2Km2RMA?=FA=uo~X@xl?i@qqb*sVkn
znZ9fEX5nOez|qd=w3!9n8r>f<{`9_PzRTRe<bR{Bg-d`h0OE)vV^>26vOl(xJ!M1d
zTW`pJ|A9Q*^R=C*z9+3HKtA4I25YQ{3JZ}UDWQ&=iJhVLX5(*5_QUJtrFmxOF16XA
z&yY9N4)Eu7C8aV_`L<VutHXKo0elwiZ9)f1-3*O1Z6j&)=;Hxa(40ER#Y#K=sWqsd
zg$;a3AxLO<{$=+H+dD5=o(Y=-SFjC|EtC1A&^%@ww0JHfI7fo#0?uiPIPYJ2ABzy>
zguLWAO`35|XOu0@A&a=f7tzh^xWtgLTcNUh7xlPcxAhC7Gde)Vd<McTqci7hzU2L5
zns)n+%Mt6=UnYPSoUnH#u(CX!Ml8Z!iS?q~u=f8d5m<?ciN78Nrk1Aq;9ab)*4S7}
zI+zJL!MBBoeyq9rqoVc_@oD;q)}mL{)>alvqQxc@69EX&rm)jXqOw#|j3LWf?#C<Q
z&K;JMJbog{?_lr~-kWWu1|pQe3>1S>q0P+36xR0cdDanH=n*B|Qx+w!f&3$yR|Pk%
zay_UFNR5OBr~F3J<X;48iv}6LoS{Y)eR&tr@DG}CcjwW39@$WpJem^$PGJvszm139
zK^x_LM;6EqElvCV8w^qFgf1{DyJPX8C4gE}silSHEW4u7H9GX!jazQ0dsS!j4WE>{
zkQU15EYcV>JfKxuu?B6viK^`pwXB?+Zk{-i)~LIf2z&1T^SR^~y<X6Xj*QGCNA?gO
z{Hn`8EJ9vc(%hU<@ki3UCaeuiSt|lj>)qD`MeI1aI0j!R_aWUag(F{*ecQwFf9-H^
zd|FsiFuugsQ3k@gc)ntU?;1K0=E@|ectM<zfy{SAek4ljQN?#qJrcP{j9Z`0jE{?~
zzOAh}xG2{HLtWtnX(pvl9SMW8v#;L}cD%+A(>f_m4P|1|KMZ{O-jVj`Aff^ynn3s4
z+|=}YM4~F?kTMEd*eWFdg{(!Ev?_$4nvIk9$G48%APs#duZnHUEvv?+{(y1P@<4gn
zgWsj-K;}JqCR}p>wkXKIR80A8W*Z#HB10OO&SAAyRhTfr1q4<46ZCnHPwX~mdl=nE
z<p84>+Yf+x@4ZC}20%M+I;$TK<$5KrE>DqP#X-tROh%A{n0q|e4rVhx)d?;tru#Ov
zpH3Oyb9gQ2((%AjE9apWvKMt?EWc3)o7VNU;|k00*L=nz(0;55L_EOu@0GXz$4yH0
zVQ9reuBwj8u%yOhINSBC*Eh#j;LKP$o67Clukvd4xQ=L(2;lgjz0}|BmLkLlS3WHR
zO>cj9e{UxPEd==Eht2k~bfxo5jE~Bj=o=V<u~~jBia9#Ihp@BoXAciUk!QR=0Yb&X
zYJyZcoHLHjGA=G5k&pCmbuA`3W_)bil;dnpIgC=6QdwC&CQ-tI{MN1iayetUpn#6W
z6i>NW@`D|dS4haqf&ef-0h<umB-1q=YliJ@Zyg;Ufj_jYis5;b3HqL=Cnqo~r6|XA
zVc5YRC1nxbi00<U(L}FbXK804G0@Rf#45k7@O%F3*+!j$k#uM%+Q_IyjiN5-jA^)d
zU5H_MGHE|@a_SR2-|4Z@utKYXN4H*F#TGy@+;URJjrun}ou=;zMEB>yM}=c!qfKah
z(PgsI!x3r)V^CEE1tn+n;^Ja3vbI|}`6Sh}-Ss4zJlGCep>JroroTS;F0UvLi}Q!#
zrw)NKrT@%6C6xe3@<hsfQUKY4TR9;yF<vMpN&kpeBF2YGu6NrKg!2_w0{rARpKRsU
z1C9c|+yRr}<xLj{)upaZR(8l6v%E$F1l55rJXs=!;~Wiq2lLbaO-L!@8-(|glS5L(
zK24v6I@P-daV=YMf_EGQI4)c3D~ZwZQ^1qX(l)JS+jJZ0_K6ceIq?|@sM+BhKOX7^
z@KuBfh1dclUOcYN72aUxHxIyHp{xtI(_E!dRO`=H)H}oEkYvtXy3JnYKex2tf4oKd
zA3q*CBD?VWecEUg9tJHa)5`D|+&L27-*7?ewyS#bfh2!>9dH-E-y%J9RNzbXjWH|%
zBoTfUkhQg~^uYuBi7P0X^IK$_e?eh^UWOjH9*D&?^rJx;3?hZ|IZ;W$|62T?zil5l
zM?r$N7Ca%LD*F?*H{P^`JAoS@mCs4LYifceDd_$yKeztjaq<8Vw)Ii&E-BW-&wliX
z`1}9<)c^V04(S7j@4vr(&;R!i`Tzg%zn{tfhfgRbGrPLBB;D1@s&kwO07%Tz>V`GN
zm5*|e0AG~NUbD&lmx!PPFqkF4Qzw@oq&6P<ttc;N1lr9lfHVR9;d2>R{L<;ym%V{^
zp#!HmW(c=b<icOII|2Nc8oHmYXRz>?bTEMwaq{Dn+uK_Jt<>~AiHo?|aN4;~Nx;P+
z(%TMt)Kg(DI9VxiOIf<|&9F=AgMYPUBO$kua2j*>h_Gj=EB6(3?lCP91{8xisNy=%
zGIu}|FE#0F|2~o!v}z-y-=k-Beff_^;Gy{^lrbXF^$|dG1J5q-QLu!lu}y=%CQagr
zxEA;{HT_hN#NWSv|6mjIkaY)a?e@2}OmANRiss&I-7yfB)B|euM3LIa<fQQ}&v#l>
zrQ*<*yA(;1`a8D!_N{3yz(Q0Fb1wY(@7Y%%%&;&SA9rjy^e8%_*(a2T1W>*jwc}-R
z^^kRnnsR(5GBlWBd!$k09>wgQGEk_I*{WAi6xKxx+=N#P*xwoUo=+WGfBkG-SX`+`
z>`j>+dhc2;Ytejn7)##h`s~qnT0nbgGB({@UD!gKC=zbI@mw!?QDy(}vFuMtAAXP;
zHiEdA+xJjWS2tbddGPoi;TSK`G+TY~omR}!a-jzE9L)hk^IogIpejRNstEYquv@kW
zN>jW4671rr5K#UB*(k9Nr@dKwZk>^J$7UUsTbR|Ti8s`K%TVZq$;&%2HX<5&-7pD0
zhOdtgLD5S?8Phd^g#?#mZEo?B<;1VD7^xo?eDPN*Fm&thy@Ufl@Lu1X)CH>cO;zvr
z{P^*>=k_&t58F=wCOLl#^$)%%wFrGkcH66CHm<2UTO+7)LXNVS#~0NFtg9|*FxqNq
z@zmGPDrWuK0ba@4>M9@_<KyAQ5!aTLSxpO7F|L}LnD_?-WbhdKHMm{c@I3+Ys!$)H
zM~mqq<#)U1@p7z|tJ4Ju>Y3#rRS)=&_I*X200JDkLbIYUBU18_=Eee65Kvc9KQiuI
zP8Qt93%KGtbPzLkg%z${rN8p3Wn3K085PyVv3&bGTe*MR^a}W{=nU@Y|3nlDB+c<$
zs@p9GHN-nQhG!NFtBl(PJQZV&wUO)L(jHv?r(R~D(pbjsFixSZfV;W>X7)_3btn6A
ztMKV~5`)^~{WKf74`>*lS;40A&p+koSS#|RHawgTqb9tzm?O0`rC>YNWGcbL?>-nS
z7EzYSF)$p6Yls_5wRp4FZVF()IPnLFC*faN`CT+)xQ)l!^JmOHbk=~vi;i!zf&dh^
zz$TnGZ#-9{RZL@Y!96ETtn%fHU%r2DBKyE=XHyW$;r0y3_&#9xKl*L^cPcubRbt${
z$kLpJcs1=;<d?ax6G^LuGt=#6_Ed~h&VBl<TVID}*erJ4*NkCMH~t2@(Y`eWri-rP
zd%0Jumt(Nd-jwHrCu?cx!nnJn?iAK*Fp*z1FHX)e@76S0OVLOO-KMWcb6KI##`SGH
zJ{Nbr+8PG6V32IY*CxYoFx0qHP*;8ayyLa0YzB+lWgkl9a5{Cva<CPF`=-l^M9*-A
zjZ^$~Rc>vK23SVSsDS!_E-JH{$ZvoY3$yW;B?o@>_8RN$TBw+qMq7hGXb8<JGaaLg
zX$3)86AP9V3RA!@3S|gr#I!JoI=i|q+uq#0&HAL&O2zl*w_-*b{3Lwp7+KJ8h@J$9
z5rag;x;kApHtRA2#w%2$>z(VJubXbJlnt?(&by41JL@1>hHN3F>i)$w_73Jg@x&@F
z4!D6H7g-{XTDd$3gOcp+kEikT4L^0I7!%6(uc2qJwcY8(XA(OuZ0*stqh)Ko3gNv^
zAK$F&tqTuPw;;x5*gMh17j7f68Iy6pdHZaQuju)5<jLf=cv_A8mHKN6Em;be3Y1(+
z;4_jF9&4ZBMSAob56pNVZbue$BpTj~0iT|L+M~lQIM6RBC`)v4Z7t{XBJoF!6$$`W
zw*Zp$gN_CcSJgm!gaW1%ja9lmdGuLEcaip5(Ol)<wp|6H>X@3Q=RY*J>|bk>dJnvD
z^$2f*Tm3*#>f|6+ae12g=|8Gnn*amNi<mALpm>iY^$Q2q5cEZ+%$@9}7x}@7Es$a>
zMTbtDSLX9_29D>OssHpfyyr@<NrP86wRs7{$UL%rj{5&SQ0Mfs!}1FDJ-WL4Eyl5$
zavc}jn5c`iTy4r1jGhk<Jd2^s8jV%5lYJB|255$!CrSZ%FMvq9ZPppfuGrnI<E;Y&
zcmPq4zylb3A^J*ny%?>+UTf!-F>DQp9}TG1%wUf;+JTO=*NbywF^grq*IB}ghO8Mp
z@#<3yhU&)FueX(EkJGGC<MOSOZ;Hc&nF@CXlY-Ae`Z;^FunPv;2KsyY`zDe`+x=?@
ziV0g%I!R*<v<|Mfa)T<+f}_c4n|?Td({7?1ZU)ubtJklW2foGKi<d>3{V)vG3V}F>
zh9<xLtsI*_0r#tQ2u_7r4fiQ%d<1J(k`7FxkVs0UPRSoRfnpR?dyig$0G3d`mfxer
zx<GK*`>(6FYqbT?HZImD$q+&Q+EVKO^^1N`m{#<a@c9ceI?-yZub;2Iw=YjG7Ty*%
zx0yR}&a_{Q&%UekW=x1QHQ7zR@80;<A#<L4SooAAfvRD^ne}pW<Kj#*fweY%C}FsQ
zI9_^#P`<xLG0tvOPfy`E5<M0*+7vO{KF6!jc=Pzt;#cr=4UYoVr>Y$^qL|B?;e1i|
zNt(#*#WtJJ+B2%0ao4L@GF!%rKOfcue-S}%Uk2p$G8%7gS8kDyf|mw(fT`|hQy@PI
z+(g%R*ZZEp9G6-qMN(Q?xsE>fKj~uEz&{<tp{@djixaQ}1fJ^NBc=e>R^W(3oVKDf
zWpxft7{yqVivqf<kPvVpr)~!1^m^<1Ti|P14=x0J{CpmZ+|0~(Q0NKpGHC!#SHL{v
zXtjqn9GDOe_w>;7FI2IgvW>Cb-Q58j1w0UMw+l4OTD9NifNJp+Smnva^r!MOb<5k^
zv(cvlserc$47dr@=@S_m866L~y14ukPc&9p*GLRK0`ZJ!MDW|Qnbimj(}YC|cvhAW
zBr89g`V%IUj_!dzuU>6B2JAWWc}Pe|#)JT+T}DQR-{S^ere*`g(w2>fh`ZZsTJNJH
z8w}15&lSv&eod2B!wMb&Ki2*PHnSLr<`vNOaB*=V{{GE#P6NO>uUa=<bq+8Iv6zJ)
z0(TyeMDzCa1s&#X7D;bkpS`v9RJq=BUh(>O|4Ems4jGwqzlo0vi;1`3X+_D#k7iJA
zts6zHRZ#A4UOs0IFt*r7_b<qR+$N^7Vv==%5HY4wVvJdSX1r+Gm5qqnd#jH`22zYT
zg@hX=Q<LdB2LyPvsJaDa?RNttiLR<>^PdfRGwd9gqF$$qcQbAav@~Thv6LYC8vb=;
za=NyN&7HdwV>l@CL5GzT^SQRdO<mLso=0yDbo49O)rWgUaYc?k!XPH(Wm6W?zKi>l
zk*g2=LZBCFDubNr;i_X-J2zr$wzW03&@LR}Lm+ib)8$JE)0{JXLnJkpqD}T&*(%$p
z@W_U#BP0~pJL{u6mZ*CxI8W4PT<`<r+_}U|FeIsA^?XHLL4xn|g_&H~guZMImLInz
z&0s}BA+7w-q%r!IFsl*UVJ*!<_j?wwA?Ltdf>H7L{jGktCa`K?mDC^T<Xk~3k10ZD
z>)7{o0hr~3X5Zup1~g3|e?^g*v9Pd^kU{k=(K+xa2tO{sd;Piy@EsMEmA72?qkNx(
ztVdvW7JJ>k4Z={t(w3FZ0(!<|LmE{45S#v)nVGrS*^l35oxpyekNsUep+ztMk?&&h
zNo4oILrhyH2yUc%`VyU$PX)LOL1~}-JzVLy#EW52qad`oI@uIq{XH@=BG~RUWe`h5
z#b!3n;GK(wg=Ga?e6+3G@ohNkfGr|0W~P^4x9dnscze*#y-)ME{t!VDN*Z~Jl%+=w
z`~V(;W|cd;QtwW3S9@aVv%;dHPJj`FCd(dJ#nV$JFcN3`9`4MLe3e8iMf&Ki-b)E@
zKggcejY{vEiRoI0PT_?{)(}QUorzv#zUQF;(jSK`VD)?Q842qsx&_mCr=&b4SX{@R
zk%}-vgj~*Cs#R>zdx%CS^kfzDQVk7HORQ1%6#P2{@_d7Q^4c_mv9&K<@YMUT5@7V3
zX5DnBRV3CPmz+D!j$N8bW}PzHVak!jfu9&xbfg)Y4a(3SI&M5NHPf5|$2V=bGm3Ts
z#pB%Y?}?6GD|$00Uc4?~T77g9YekBHoNktVJe@uIp1`%)CZ;5Cn-VrU<BH?8l@D~^
zuZgeDhm{1zrcd^Kx84CO3X6r?d@Sof1*c~fKR~0K!}GIAXB#&82CyY<Rh||2H=HLb
zw!yiUH#VG3$5iMwMv&s;<0EKa-<=)+?P@O8VS-r+wh1v3V5eLGQS0c<-iQo;aifdZ
zo*XAK+9%}}m>oFFqA3r6;_89hxV*m#TxNV*_vfwJFy`lnac!d6e#raz`^%+LDtySL
zLUFrXjTKqxPvK2WN$^HXudQ_i?kMJJIY<uykdz7=TU*oh_JvupUGS9<?uf|t>6bFX
zO4Wu$KYCx2FUMe>m0_Ywh=Vriy&G9_*n7fr?LapvVp4EDcO}BHzIGeK^jliWAfp?l
zOj;xqu>!!28#9E{CxP5EoVU<$ViKT|ekvcE7)P_)OTWp!>FKU=v_qqQ1%Xx1x6cJK
zxR4l%XatT6uWW6RIejz7o}fF1$pe4HKH^P^yrtYA(l+;SV;B+Vif^Qc>z5Uipp2Vd
zch0;zdpouw!{9&;s|ytF&a`H^-NYjIYs?BRv5CfLGsdb3urI%hp&))1+v<A0z`$s!
zpp4LzVItzaiz_0zvvp{y;hkp2&av);ZCoEEV(;IxUsgWZTzK8>b{?69Tu5ECUy+0x
z4a^o``ZnNP4cr+49$d#jUz)<_ex;<M+1?yI3J06(0`I}q1B2wF8`z8Bbbi+IYy~81
z^>yROnBd^x-2M4uwDN{!bZoP+EEp&rZK!8F+XL`RK{?gveEhBHR5@HzTZ8`kEauxy
zspsuB$VU2-eZHBS3OqwXfpYN<C_SBT4=g>e6K8KaWT)UjYem~997xav?vRJ9WnfOc
zIRx{(Jq6jA?2X9Ee6<T6+!9MQGv6W^+CV1S!H|TwxX@!73JIZL1c<o)D{54G10r>_
z_BgLDE)HmSCd&o!zAvNs=S{!?>HcCkr$EA*-C|m3Aj%Z)`UYsW(uY3=^-p+#<Z&51
zN8nZh#CkAr;ev}q96!!oVk#2P&+ZR6Bo<d!?Lo89ANN6TuHIe|6^OuQK-irj@av#B
z-3Nx11awd7tnPgCxNg_^@6%`Hxxg}fFmR1?qRh3HBher7Ja1U&OX56EcAUQiCbu9d
z*#5YW{h0RrtlNd|?s5aQhP0@p`Lpm;sO|KKtDA(P@=JGl1r>hFRpO<{-3ERozaD4_
z`+Oj;3)cd7-cHj!)gcJ{Nwy}t%k~XPPGuvoX$wL9nSMze+hB=G;;sebFJWN>YnD@B
zC{0iPGEe`w#Cl*DIzRNtvA6nr(8z+DL=p@gI8|s@GMXaX-n8AY@?AoLvp+qdq`Zh6
zxg60FzHXLTQTfcIjyt?ynI&dA2;Wdq#SW+K%P5`2BUcM*H=r`V<gp!(9V-{xcAn>E
z_F`WGJL%-|oF6|{-F2eodkul6!UUy@<R}_oBQ^d)u;q<twI^8WT3Pwk#onL(g$uTH
zm0EjuDEbFj_Xix-R?*>JUL+pA>%`}AdX=5iyq!;YBVs48pH+2O+zdLa8@?00Tu%j}
zz~T!7m4Yp)L$D7Re069ixd<IXKc*f_uDGnP2n_)b<X^rrA+B)E3dkr<a~+`bIZJ(K
zFcxgl0K!{*be%lFol`2uhw1yL0s-}XjN~G(>lt%{6VSMKUzYn1IM3(Fh~tpB0H*$p
z2R%#q>adBKS>#P4uvMQRc<>JF(rK(%+Stfj<SA&-*c_zPbn9=Zt1A~8HHJ~x9dZsl
zl|Ln(0Qm)KHNeqjY?_PDJEs5+q>X30z$bBdj8ZEs4Tigc>v6o8F6awgNMKo;@JdM`
z6I(ShHr@aNaJ{Qxkho{=FK}>nX85?Iev6Kfkg$!}cC8m1>5C~0M8+_91Cx4%D%C=8
zbuJJzdER?;3A`N-vM`(0sn@XFLX9n&>U2o+5<)QN{srbaquG<s;t}|f9CZGe7#I)l
z&kb&%!ZUNW>QWPDe{`d33R(i5nj=nat+6hTSR0z$&($^O_%UA`Qx4a+RMC6_tEaiI
zCJia;XB#D=j#-`E`a@T9Z^PF`=5o2YQa|#4mH=AfhSguZn8C@F%zJeA$;rU*>(}_)
zZ)54eHGjXt4@xW3+*JL&u#K7N@tMh4!Qz>@S}(c?Ph(+#>&W>lEmo<7hxI2|$o=}Y
zlFfd}1`%w&rtDD+4g{7+r^R_oKuJFXK!!ZYkd*G+lKhMU1p{xF^O2$2XV;iASW&%0
za6cfzrBf_ppP$R7;_0JT#Whqh&ycr#0q|-r6vKzZ@*Kc8sOAfizjLs{t-q!+u2q62
zI5Q`s0>S3E2U{ux##^(46a=c3hQU~C;CPUm*MOq3K{858_CT%jwKgm)OlM054-b!7
zS9iQfEkf7Hpe?D`3iuA;V`Kk0;sFL*9{I;LXFF4EtvmBg8Yjg=37<k!kkfWd;IwQT
zO1S@2>ue|``041xPm1Hc2PY;Rfkj6J-_nET-C1@JuCAeBS+`2CH1m+=Oh`v`Vx<;&
zGm?7uem%~t|7h&z&>`4eV$Wo$K2S>OHx3FbJN){ft?%=|sSN-jP_TyONna(l6*^h@
ztBd-m{B-L}Z{@ND#=;F|HWwq6`&N}-Q!I>ErMhuHex&1D23@fyUfYCK=#_NkSYu0!
zhiv8D-|nSBP}TjwwfW}d8+VsOiHtSo^K6x5>4xeWwX@$yKJknR>3~6{6n-}ejDoIs
zP<>rB9NH&F>33I)%r*$dZwBJ_-{F`uJqs?3*xnm&BJI=nyvsPc1g&9;R<_S;eEzEo
zfRGVf9s(zbtL5JVIY1`q-T@gB=rGLx08sbu(b&CDHP&1A%EJ)R$uqq^9!BQ^$t>LB
zV9ukVYY!YNdXkg!00-8l8=SE8=Yn9WWxg;4Y?JUSpqy-wW#C7{5R?xYL{4$t<5V7v
z0DY`Kv(kzSNS;+o0kt7z+sVnvgYk$!TwzIlL7nr@<JW9#OW<N6KzgWRbLPXv8H%lk
zipx(hk_QsiP(WwIa0S)|L+o?pU^5W;%;5d~`=dHM5LlwdY?|Wp7^En_aarU4IcI$m
zl?dZPvvaWLWnc4-D*;k#$9r<o=2XeP-ZPAsQa!!j5}g#Yvk>-(2G!vUb(Xb~?zYk>
zcMdivggq7Ktf3AWackhe$d>(AaVqk8Ca$Sk+2nglnZ-!im1!W|Pj|5JxPPaKQ$^!`
zd;2&Y8)(Dn<?G2@J%&28JuOWvXVz+see!_|yk2cO@jGYUTAsH&BIB0p&#y&dNj=U3
zCoS9B)2xwwR0<dn_?BKh#k)IuL^?*aBCi@R*#NS)Wn-vVkWl%>AS$B5X07NBpgxUH
zezDy=Q0wNf&Hwwgj7_k2zEr!rqBil|PdGd}`YN(4!{616uQUj+v6!K9^XQ_CRaBvm
zmzFG5Ez|iSP$pJrjSW(W%COeD=}Si!1N|+ct^puRO+-o@ivn5?I(Y}YMb-hHOe`DV
zd$Ti6K|xie4Bp9{<AQ;%og)Udj!AG~b#-)hi{rl5P^}?BD`-#Ko4fn^qJ#K~@~nA5
zrgp1}<D7kLt0t6<t^Cau=%_KCjE;`6lFagt{;OQnP@kD>#$WSO{b!W2<FZ7rGJx8@
z`kt+%@`pjIFL1qDeKHb8?&dLF==bn4N=ADR7bqiH=_j6g?);s$kQ11V)lzYBYqVKi
z%dFD0#sQ2(v?ll&26z=Og|iK`Utc({HBwTPo9$|FgNT!V^Re;%V5f8_25-B4Mlb!%
zQ~ujG$4&cnZyMdwKlOvI+Wf{I?)r-C0vGe64a5w<$zKpsYP|sFrmp1L;=qCCelJ%n
zs?)l*Ra^R>JoVXrEP~XnPYs*Kd3@{7J5GV`yRMYVqlx*}m&m^5Tsa>0Uo~7^0hkWL
zjl`V2ecpg!nGWhxl0V~hWv*agf2cb@uXjYiY4Cp-&W6GB0Q<8DV2+H*pwTx0ydrML
zJ^eqRO#1f|6$*uBWoHWu34x;yOfch0J#G#=7+hQ%{?4NQ?-ynivjmbug~;{I%^A>X
zZK$(zfXZ=sWkss~T{JK>mpjeeBF4uTwrFhju=~(^f9-iM^X0y{b{@wY5E9~QFCVNM
z$W?5J3E41e;C7&>>Tc==-rh`Jvo#ipOEOsohGq^(vlA1wJJnJGvz~pP;gF?$;7!A^
zeFOhkahROky1qV4Z5K2Mf3>~fzf`QwA~8}yJO-a7KaR0@etpyt)L-J^y?t5!WWV!H
z>5DCRW4=k!XiCQ5HPye*`y^z3Q(wH_r8!njMSrF_H>W?*Qsq(kWz*%`CLKmTQF{^r
zW2<5?J$ZJD_x+)<v_#?LjIQVXV!GbC+A9zKibrFYN_vd9?AoZ5XI}^59%}(K(E5Uj
z-yP-(wwU(V4821N%fDW2ku==1IlMQJ%l|9D1k|qos$M8}*q{eV9)tZPY53poC)c|C
zozu8Eu515?$gx5dR>5kq`L-ay+vV0%=>oP%X<^x2Mb;oJq(Ucy^)WIa0U;qF5in`F
zfs*v7R+9ZR7kd)8Ta4;NAlk1v*=IdF6qJ<O1p@HM*x3HGwf*u2Ta;xpL@`4`DzBtu
zzSeT#{$}9bkNB-pKS(xBW`kM~#|n^_>G4M2Mt7OOz;Jy;(rBsG+lL>UD7LdG`X=Km
zzQM=-JHZf!Z&pGlbtjT*suuu1P*M#378YM?Q+%K+vHjExotQAQx+xSRWG4fM!;M8|
z%2p0}y;SSAdfV3I-VzBMVauWWRf9*=&pd-Nmy{IMb2wLflV<0%-FiOam>OG~GUo~h
zf`b|@;MIb@BSi3wM^r0SY#@a>7cDd&hcA}<(Fu6e%^Y!mT6<9E=6IjjB3?4PJLI<*
z(@wDavUrz*0faD1J%F2a#b^ulfT;sp7I@A&5pO3^YWltB^f-gf+CqlT7fZj5sjawx
z+*z+&&vtwjnx_hb@X0;qNUU)-F_w5hh0W%S_TQKR&l%)O%NU@30z_OfVnS^RVQws8
z&~M%DIkw;m@PUcSjf$zMfR4^vbXF6#5`c?c0%Su)0l(S=hUWeI%8NSHO`hBrEb^9a
zY2F9FlqH#@0j5ERK_zPwPHy47l~Pg1&(C~>?`(J4ybH%`t7@uis?k$<j$6^>fM<%+
zvu8fd{7JmF>7`#nUB3RnBr2d7m<eL&C(OPwyX6+&H2|xc{|)blf@BD+MB*o!>KD*y
zZaEyE>1~rS=31M48}b2kcx12O)ReF=iUuLZV>euMhgpl+A9S8Y1&(2MoZ2slCz_vZ
zGBmb+Uh06Mt1^2`7-<Tg7loJDgQlR4m7#YO9w9%XMoP~>%SHy~p1<{l%dpLp(HlC*
zfVJ!_`Ox6oYg75pD-_p?7dHUoyGu0v_wqAI&70uu?b4RD7C^%@`Wf^al(Rf~h#+Ki
zg5G5A^YRX|6+&yNUm&nO5?b=)`OC5w&!5wCy6*z=vJngbj;Z&irp7Q}F8R((^y%CV
z2v1-JwH0U$c|mNBVnHL2QX}j^s5(mO0&rhOi;o(Cv#_wJc0c&Kc0;_?<CkQh)m6-9
z?QJUKj!onXcW!Z<i(5Oy+Gch;Czg#1>4SN%I4zezP82^!_g+gSday)Ve)f51{>^3S
zQxY@<yI+FO3b_KrXH*{%)5JCs6s)<ND@?s~bCNfO0Uz^X*+6CU*$nW+-)Cj*&Yow_
zDycAWKMxZ;=sx`mLoI~`OXXZ@Dg0U^u<*+#CfrwpFlWd^RM{uY`R{daW+T7st;blP
zXdH^bm)hAe2&mq5bYhp(w1Z-om=s-mVUm$Bh!cVveRiiU>iKO=K)Z`2YkR635{~(<
z&Pp0*|F@2EM}57%EtuWv9KBP;{m<eCDXGB91z_WFj`C|1pPz_R;K-JzLO#kI&sGvi
zEmNVBl9F<x@?b}!eG5#_K^Vjb=oH97aeq)a5K9ijfByQV=7af$uL!FG4v+J81Jj_3
z(wy%IkdN9yJd_=)RSzy-!An47nvwJb3;X~KQqfcImoPn<&5>Vl1{db$`d+SF0o!IN
zxGgOxO2T!DU)yly^NlANl%kYtskf+|;2&c_E;e!QI7qN4&<vYFkRr$5MmhI-ejs|6
zT#=v8WCzr_$MvONQCBj}60U2)o?771k7Vtope9C$^lKar6^V+mpt6+&&+ucJ4gr7D
zt%x-Ijr}($Xrb!0r@Y}+2Hqq1)z!v=pyi}9<5Ig|oo`1YUoU!<JZdq|$(L)xt6@&F
z3zQw>K~m5Dt1X=<=ps%0f)`s|sUyk}3j=V8n#KpZA|l)+t676l{`s41x=e76#3iAO
zdp$G}lfXi)f%zfx9L9_sydABgh0WKpRZw_!-M;?RWD($mO<{`wuI`nQqI@9M3wt`8
zJ@u`9s7?+pfteXqzBV=pK|~Gw28iPjNJzHr@?TU7{{#EBg@uLDjfZr4taFf3HW>3m
zcTea^SF$k$NMuy=aonBG#$sV$2=cbGu~}{bw!g7~f#`t^p!uuQF|W<p1Ccjo(Vbo4
zn%}dmN|qn|2bbtq=R!<X;ik76F>R&#fdWD@mP|8|aLX3B%Fgz_cI7JRe941J&o1e*
zcYXx1imjQYv<EsEW8emHiv<V9)tZjd_BmXRh$xn<bg!M=B6pPvlv9C0Cm721szaN9
z96o<uPIyRJ8l0k3YhTOf%bhp-n9i3HT7s;nbW-@MWg{X@IKSBPVzcwmNL!UwzILto
zq+rB^{d9fML_{z!#!H(vDooxI>gIWWfjWV<O@~S~-+aGtNX4lH&X>RBnx^C8l-a=z
zd!bSV(daQ693BCb_@vjfXv7oL3$L;0CMzaB<_A5{`fVuw&rVR0lf$kQv256_+55KX
zJq5lOWLzMc1A>B}{1UaZHi2OY|JL52r_2ARDez_nLsC?2<wne7sYLyCVZgIRLq}KR
z0+?8EjSv93R4IV@8#~(-7@T;+C$wCPYhGZ1WPzfvP7oPfLUjW&$QixvJNWO?v4T>t
z8`$cl?h0wstc!uCvfl#?O>6$CCJAAGaiDuPw%i`L%9565UB2$o$2MVS_k~+it}Ex<
z0sUDI7%AfuL?4chu`~DFf-$r1_nb8X@nCOf*V@12DG|i6ufa`Xf6=;5&)yY63s#l~
zez!^K*G#nv;&y}G%GeMx|BK$huZ-^3DRP+ec8M8ES_#fa$o%AeOfL=Nh*cbe3+t*+
zmyFg?@w=w_Mx36Ke72zG<Mb}z+E>zoe{8N~rTFL}tGUAR27^&OBI(8&Us!ja9CIW|
zr4buKm;*-rl&*fba@-A9W?S`9OrR?xVCODXyBIw9_gU=O^D$G7E1RR*Lmv7aUi~N~
zhq43h`zTt%pv(1K`VaQ7ALie7+0=tZanZ1~RSCQK6g@>BJhleQ>GcY8!S?!u^CzLq
z9<oE`ItqvA>+Hb{!@kYcE7=UgL5>}PNS3vMkrC^{!=)RVB%YH3GIO=R?1C&6C@bx0
z-iIyF*Qv#czHyJbFKBE`az6$5T+eL);P{ItWmkeIaj?Hgu7JlJx<Y0PNXKTVH;n%Z
zz)Hz&S-t*VaN*p71f^2_IACVOf3t)s5SIuXF%|W4za!dXlmP)I+eQM-moeXZDD<eK
z*u}}|l}K*xB><^W9=~9Fi25ntu;VWHrtys3lHV{WRU(!x|F1L2G1GgaHLs4pmHM$o
zbCX78UP^?)+jBCJap@{Bs#_W`vDKVg*^YflCa3QG)xG(WGjg>!KRfn5V0SOeY~hDp
z9iHUZp#&`QKaTuzN3)dvd!Ri?%#{tiyF7t8sIKe3V}XP-e$<-)OcK7Cdp&EDx@gwS
zbYTg3&6#$x>`Kw_LloSBrwpYLXS7>;8m+BQy_DjjC@uKbCAz!W&F>dMcW2acQIUCU
z66rDI<|c?ZPSSYm?(`HBW2NV#7wXb_3l0N&f#*d#XN<Y#FOy1fTetpoe1gj9RS>Sh
zGQPODSlXePqIEO;Zh%qs{_J|JI?`nmj0IpkC^`RiQsyI+V6cZWl_l^93=@L_1Gl%f
zGUOV{$_D%Tg8AYR<N!bi;B%yVgUzZqs{y3OYX#sgU7gIAybT|nGPQ;^oh2lCKx}(&
z>r-TZYW~`Jm%@XwUzmI}=a2zYU{9@|^uX@{Ryc@vuYh@0*DP256dlb^?M27M-;Xhf
z-qu(y^yA1?YF7a8PK+HGO*(>zADT}xG6O%6(Nz<G$79ALg-<KXv2w}0uF8<ORVYO6
zE}y_+zLArj-b_d5dv_}FDM0Cf1_hWk6IQ>y^BaESc{7xSvuLuv@wTCDv`@-xVVYdX
z`C`gB8-JONtk_}~ojTzLPylefhlE#_cSYwt*+RvE7qLc*P)@cBX0PG!1Um<_j!?4U
z$4$Tz!FVZ+!UHC>TN-jjSUflO9BbxtXU61gbYcCFk+X?yko8!JlHVPln&1s$!&l9&
ze=2Qj&NgvzNvV=#zMEFBBIo6OV!oe#q?QzPR3N?fc5hB5;)Qm@$;nIR$431Dze~Q2
zD3byFw!XgMzS0Kc-j3%MN$N_D)t{fec~xO`O?yAhdTDy9X^{Donn4FHx=4@njA+G7
z)he^-%GK5)lfVbQyZ!bXlXu;(c~=qqKMA$wbgB)4!KTH-+CljbRHG0aI9X{lP~{JE
zm@-g-S+_%J!NvgYG9;Fb;mGjS7>$tEoWrBgCFZvY7!l!M60L=N&x6!*bA&Fj_2W5N
zn(9q0pwULn)N>_kM;?mYf?E{?HuMh<%jrERIjE?7_*oARJKnHM>UKp?GW`CJfj#Ao
ztE$3^I*6c_2)O%Zp0udIPD|^b;yok;kok6;OHiOpMK!myEOc~q$i7|f>gmzLAyUE&
ze=!V**O*)stzRVkLqZIR;K0`n9lc|{Z56C+&zo{xsmXeK`aqlQ;#wbX?;+gRWQ9M>
zYiS>nKuCyb!Eyn>gMl@OKj43cj4THEQJDw$-sMLqvazj6UB|B;*zch!{KQA;zGNVM
zZZpByPL}rtCT6ULd-r6y<3b+hlCy-1tI{TpJ~hiP1K>qRX>gy~bp5C#!}R_+WYYfo
z(4Wtw_xn0T+8swB%^Vpl4%)))so`{*;aWnUTyW*WsNTM%5Jw^>_rg;6LXEol5D2w@
zyLKPv-Btl+{I2JFeSK2RsZ-X>j_3b&<|`Z4c{o=MjiNi@Pp|ybWO}yW$Vm6}uH~kE
z2?E1f-<Hwoc|FvhaJ1@t>i(0_4~Wy1aHkl&Ta7S95r^A43AKcfXvViyQN-7xGPzlX
z0Yw!PbHz3d>VI?osW)lr&qZccsS^Y)wqloyjoB^#v|Cm%y&^CgO`+tHikX%XUB1LU
z)&FN)htiFJvsBnh;wKEE&#_r*NP605v?o~bdkMF{ViAzVX4x~A+inhBe6BHRB4-VH
zzLOK&%?t$M&yd4EI~M-;GsDxTeKpKy`Avb+?rj(Pf8jq{DUb&!P7PRs3YwY{gV}OC
z4?6INk<%Nv$%Q#m`R~g`YHKV989jw)Xud6biq~c}t3{ALv`BYW)37}jkCywgvnSu;
za>jeYwQyb5fUi|l2OEWCGJ2&^^M{i8=FZ_fxy;eT)U8oH*x#-$e<|<3JOF6|+=(N&
z^~wW5>|@G<U+FMsx*<cgvl;~$P+d=!>*af21A2z+&sof|200?Xg}in4CfZ~3mu@eU
z4TZcqcREJj8)@ctKForEulEDB0bE7sgpe#xKy=^+jUv{}pUDr9?)UsNb_AdvJn=%s
z-DsI*7bdJ}(v)CKXsMz&_XZA+cmC8Vi_KDhzDwD^aX-PnKLF$OIC{)bo+A{(?MVQn
zjN>ke64DMl#2{q@H+)QEI#l2_F~D>D;{IXDG}-y3IfcIFl(!=v`i!-*)nxzZ$iiJ=
z7Z6j70tuP4>g_gfE{``KD4_oCrdh8D=Q_>Ci?A_FQT-6`PJp;x>Xyu0)qC**<NVo?
z?|W2dCc3)mf5#TtpD<eN+BbML^{|`ki8g&4`r1|BN8+%%<QVU?GLj!#>Lhvb?@C`h
zaN^tYo02a<fs>r;6^2aP-qogNlM$zXMhGq|v?%NU!sS`FFE(Xg=3{(eBD`WEq;WM0
zXxL+A-S*?BJbkY1)PGN<v$EIui#jroRQx^;I+5ruzK-*noKJOMCh>(wT%g&_u)S(C
zZ4_kA=-7QS7hh@G6<cMZrc#Rn)|LcWYgBstrgzW-J1W?Em+z!7NctVs(k7uS%(Q!z
z<MQ9!5XI&}jB?iQNZq^yyH77{YXCnqT0@AeQLPT+=JXSP!fv&JOjWif)orY|3w$FW
z<k<MI%g>s#&J{I--qM3hb78?OP0us?fax7?>;}v5Zr5D2=d@wo8=LmrFi%k#&5efj
ziKq2_EmOn@ZLgmxI4no+xDl&sE7VM1PUru{|FrxwulB##JIkml*Y4e8V4xt<je;nh
z(j`(#cb6bt($az=4U$V*L68RNMoH=JZdi0ToXOtrdH-XaujkttXN|G<7l-iptUG30
z*KZm;FhfCE=G0>Q(_hZ)Y6R<deU*UCX=5C!3*qdN8F!DbnyXL>zZx50Ze(N>kXM?B
zKr}xc4$F5gJa|Y5r*N!Gn9bX+lw5z4Ajyf^%X4dg4-**JbjFN$ZqQuj;%pacjzylA
zdVOSKf`K5T^``^t@z<|c;gk}^jS70Y>6w|Uv(H>YsOU*|u_4=JpbPZf3kwSe9;}hl
zv*cc}-%=`7#9){>^)B`^8MmVu-;qw3m$2k{v6}?p5j1l($7QcJjI{6R>FL$f2n|^w
z7ZP(-)x&3Oc}zDrXCi3S%bl@!*$i=`blrCozAe<1JowoW?B|~{5faZ+??Hg&ysJTj
zJExH0Vo7Q@88h2yEgE2@VW3rADntFG!f=Uw+1AFsd2@uKn!92_@&`6T>AX?FGsl0q
z;04)t$I`06Z+by=d^{mhB-K2@AF6mYv}Hq)mD&$u1O7ZKtQHMzrL%|yu@QCd2;pQm
zwXp{ZAxrK~D{aXg`cmn57TKme4iRU=RjH1{#lfV;sYln|7-m1nTt0|1%+#AN2$^pz
z%QQE?<a9VVA`bk7WFLMvmUzP(|5IFO(gh)qbbM?&ZYnO-t;M(o1)5q}g}@YMX=y_?
zb4wV!P4@)Ojmn038QQ1-jpi$Uu;|!#ppG`fw%5|K*WjUrTW!kAmr%g%2sW)agRW?2
z<P0a0(|Ym@h9=zg*o40HVpq~s_qWt*U*qGeT=va80(D5;uhdcjof>HtL0P4Flz6p@
zBz9BohtRa96V%O=ZvjH}NR4}?i*-DVqSJ$Gb)5OdU3PYMkiTMAV}L%ODrA?wM;X_?
zW43Cil}<o_==M=Ox83I&aiLD2c1!xGC*OY%LZG@SSRcsKdFHSP2U^(jYX?vZ)Na+?
zv;TgxnP`qeNm&^t4Z+Ro;G|1#D5gv9RA%q{!i6M9z3{UjQLJ@?-$NKw>HV++d4!GD
zp?<+o99C>pR+_h^sZ-XV(Kr6J!MSaS<a|y_cy6D-LD6pacHd%t<Onlks=iiy*$<?T
z`Nzq)#mA!r@fF=pr!@q%dNXTw$=B=K1miYS692*}v2j5qlZX1(J}gYp^Th20Hhru{
zL4POzo@+Scui}z}jX7h55n@ID1P0d>_Kx<vPR?|ZYJX|f_ic&Gy|&vc4X#mvHuAq>
zp1WRCwYcCkR56Td+LslIgf&Duk?%QTv~?<MJNBb|^0w?#2h*<-xf$hlV_hs~Wa8su
zg4}OnG99k-NY8h0U+(5TJMM`Z(5yimj-d<TzulFUM>;LwOP-VF&YSYkmVUG8snFXG
zlzl+W<awU9x)gywr%~z7S^4?TLn8CJ<X+ao6~;x+dn3-HbgGc?T4))-nef3YkU{kj
za*^c%Pb;h3l$1FLVQe7!rK6(*I{y6pTf)HA)So}chKEUjM&A8h7y|<X#;@=1yU2Ea
zyC;;Ah^!_gB!p2=ds#5cGW|`is#$+PXi$*7jSaW^$sS1ZJTK3kTwPstb*GMw-si}(
zHaa*u!t5bU4Gl5@x34lwtx<Ft85tVlG-v?MY-()mak2qm`^n3c<m8HeyzmG)4GoEf
znfaCoC9>?C93Y*yw(gM~z?5$()D?iE^V`gRDlD{fj*&6{!p^|~(2qX<zS4}N=T=5A
z4C_;CVouIFAkNe8$Md_w*mY2PL|Q5IG1_+~=iS4j@2+5*2nQlF+*f=aXI%W~%l1$n
zFDNLmXY%DeAk|0zBG@^Cj2aj{Ir%$$^eM8)QN4|m+Gn)W*+;rYh$?r|2e$Gy4f|g0
zKDvvszs5!ep#zzRC_>AQbYiDInQkXA7Kc2QT26i-I#Pw0Kxbo3U2iFV)jfxc=X(HA
z`TF{a=rg6v$@cMEwbKgXhi8GE<*GL%mw9jyC4cYGcRxmLl(wg$NuU$(v3WgU>0%^S
zl2Fy_$4I_IU@LwP^g_l997i{!<y!Xk=p?#whf=wE1h|ib6E7NnX7^c=*riKxlrEQk
z@>0N3?3+5X=W(LBC@41x=ljx>CR5S8vLf;T&qWG1dRb{9C61B1`oKE$OmV4qUE7v&
zj@Iz@T|>J?>EC6i-Fd7E>DDIW6~>qQ>HGa7YqH$1fL{99czs%2T)Y}3N%w@@<LG-v
zp#e^Xz1B69)P|;}0$!`l$?EehV&b@1wb1OLry9#OjC>yoNVLY)Kf0VBjt*U*$d{$W
z^bO*dt-ip2`$2Y%1BEKpu*!htW95gWj$@5U@9$B{1KD&#hN@1DY<E#mSRXZ^Vh!f$
zc4?%*T4Z)`47$$3_`#zO%K08=?;V?ukM|V?qrYuY<7vK!=<tP33&yQ1yMvHyOb=#D
z8R?wAwh`Yb$9sS&J+&#=&gku%SDRt?)+l)vYqI2PX8<N=Te6PE*r--@t_PR<<Pq_z
z29g~CIAnqc`dY&3Dk_6;Pr4p$&4AHHWl|SqY;?4)uI@;3jvsC$)+XXu)P^z?oVNxB
zY%m_y+<djJ?&Zb1Iw%UXA(#YD*9zAh;{>X8Rj=_n41S)Xc09mLQX%?H;8DucrF+Rp
z&okK1&FU(A5F%i_$z}P+_M-gK%FqBQ6%+F<|1YONLTm0!($e}KPt~`wx5u9?Eh4Ec
z+3@p7xY|OYeg)4*SS)sI#}!J%4y}nqtb`eLeGh9zXAsgQF{5Z|Jz!yE{sMl!$D%d^
znaXJbH>emiiu@+zKsoEW{M|Rv<75Rk2^tv<NZIv7eGX_wq8$G8_~eL)T~0H7zN5$I
zIimH}a^^6tUFMYxyF<t=|L@M?<d<y$xIar7(oS#F<-h9qf`yCNI%$p=QB!qYqB}{G
z)70%sGWM8zAXr)wkWB^f;xuo9A-NKx4x;^c(Z3<og$I&OP<&{S%<SCT+goOjId}a=
z0*^!Mmt-!3ru&LXUg1zZq00Gr2BIflU*EVVu4FYATB}B_s%`TfHP^r8?PagsO_KVq
zz-fBmy;gNy(b!my(A%lV^WCyJxqHoCB?AYBj3KVD4L9x$dG46A1$|mJd({)Id*O&X
zsV_=*yJ{2f2ZkuW@uNWbjZ$CC1;INrx~JzQNP_vnyo3zyen=@+1-FrSDA_vmikUtZ
z=A8F6Sabq(bXj182ynbj%I~rVY3d9ZoJL7Li-^^78aj$OhL{#!6Anm7Y1_+FeMIr*
zzVLd8m8E%>waIe_#&%5!vBk@@&XAyBM8frnwmX*BQ0}W~_0_|yWo&a(Q%E!e{rtAJ
zw){dua&vPz972jD0TRdj!qt@*AtNn~e)@(kn(F%bcHo!$sHh(cb;V&`Jw$Hr-sS)N
zX>4n23$Wk}JA1{xM+w@Pw+f&PsA&AAyN(q7<Ymk?6oLkL$&h^i^Re?K_%H4ID=)0x
z|9pOrKmH%@;35XgRR{l{53`fse`(<#%7uge^*O>HwUg@q*IuZ%@&Ej<2+Ax==VD+F
zE(r>{?|kJ2eMf_Xk4qEB`JeanLFfhxV@g4#p0V@deM<qINmdM~5H4Z-WT0V@-(K@d
z2Lo`Q(Th}2#yiAtT(LE;K8vU<jB^?3>3R<{rPR;Mux7E<(158Ou!MOtGc&WQx+=R<
zt%8epX=!2K^Oh2=vV~Ok1Zw5(Qns+SFev*^1^@el?!XW75AvI?Q&cgghjZ%fkLlU@
z_SEV5<@EOlFW~o%jA_3WYAlRa>5%R?kM|AQyB~dR^yNq46Yl>wb5V@Y;AfQE_ap`?
z0Wh|Wt19DHSR>D@{v1x%<hLIR8AL=xz|b<ZcQv2aerFXi6qS_%RG}*Gokw%SzdxXO
z+`=4#9e?%deyFb{rl76eL4lh=L&K`@N=CwnrhjmdHnINC&&-0I_yP5inGAR%LP1&C
zMM_g5XKwE3cV$IC`R=k!Z#;d*bL9hu5A)5(O@>ccdV1&;ddBIE|Hj3w;%;oUAxN&C
zNJ&S<vG87Www2N!At8EH{Ab2d5~<c`i5p~}8_Hl>VNO>fTRtV>zdz|W<|hI~7#EM$
zVjWH{V=gNOK$zZmg#iDzv5=FRkZcYq`Gb#-KKqfNuGojHp=knqQ)_G4*D@i&{+4ED
z;fViipnrZ0OaH*YFFi@1uLj}tUV+i0qM`zp-pMIEX)=6NZ}7i&#iJYgT1}Yb_+8!%
zVBla?0Ce9xMrmm!d>^;y{=4%&(>Ig_{TXR#`SL<sQ!{RWP?FJStDCv8@LBi3fU=HC
zVq8Q-Y&aG%HZ~Cn{9p4+($tUL-cOM))lJnk%rxAzv_#&&*L#6N6&@d{1*2Z9{qle_
z_oEEPtj1x4h6JG9MZ-Y93oAp)Pxc!<Fo3c)brrSiEn^4?>6@Y=zczSuP9ay3N4`!@
zPJtUumf8v074tEkep!Y0;zXqt3&2@=Rv#A|`+S{->4k)@I2e%Oz<DPp_tK3|y9>zZ
z+89b1O7JVWN4UrJTJpQ|xAM38Bb6kCCgW{cyYVF&KN~)p9xeX6<+oQ<)Z43YlJ2?F
zJ?2Cs5g-Z3X=-92FCnjMUJqv;DpkQK91veRkTgq7Spc#nYBImOJG-5}qNMkB@6WX?
zYfICfB2CMVeRq4pj!|Hj46(6Mvavj7VWptpqW+p|ru6oS_L~z8&F7bRp98QHSQG9<
zrG9%+f#(&8abB68{z@)fv?uQy|H?(`jXC`}up%r(L9TrD$-$gc&@wQf3@nnnp)Q8j
z|A_sqso+FZbaVwzrJA}1+93AZxQ^ppQ&ZDke>q-6juCam@#)EH&eTetO4t+i!u1z5
zYt&(#g2%rEn7E>I^Y<QmOEY_Uf>*nt6AG0YdEX^cd+BZzExcXYQY>5al<rF;+c?R|
z8lIStMuefhI*vp9{Mk?{r=T@EyGFmwuMi6q|B8m^_vN*ep4d!uYG^bzHFR?mv4ee-
zpKxUbvBvaz{u858#(c24y8O(e=(=OOL3<~29(aL)>x9_2Ii{QvpC;6kdAsqYYpJ$0
zemCB8>=oV4>{9kGTwYuIVex8e0x-p~7}l1SsU!hp3yzKGeH~Y*JCqNzS8qc>AIrRT
zpuhj`t3S=Bv`$B;#G1}*NvqTh4AK>M+bt(`bg-%=T%3cgq>0zzv9njU01Qo<A`JV_
z+u-5cY|_2e7t|H<Hng;~So|u@;V)>ERFswzsobGIyt;!<RIC`YsjREb=p*9yl;yDy
zg_YD8yXPg82KH}61=#p}{<N%yGdDLYqWDcAAvXM_ZYc&$LtxsMm@reji>d}MdpvLA
zf1VcQ_X|H8nvH-gx*<Qi{MsjT@665;i;HFz?qHxP@VUC3{k>Ie>|T|33-#t_U!UXS
zlTqC&>N{3N#l@x)&5a{5G6zX-3?Dx1|1B#k85-=rU5#uDb??D|*PQH|)m&zg-K7`{
zj5!#l5cV((z7(Cr#F8b;<djd6QoS@>yxcZp3z8W0K9czBBVEUF-{vIXGS<7z^Mxu|
z64GdE6WX!tu7tS|eq#rf=QoOQr-)1f`~&dTe!Fxolg*i#S-h={<yb9TS|0Y>dUqnT
zQn8)Kpl!Kde@ykK^WZuuF##qf84(^1!LmnV@Dxi>fpJwC9j?cTHls|Z(#}eyjEqEb
zkmzUe_Y+?eL&mP(cz!_2D(9v}a>}sB&>j3j@U^6L+bdaF3900Jvnv}yL(x{ZrD<SF
z!(9qnuc7NNy@lgR6OIr)Ej{w*tVB#rhE9J%YQ!rlX-53EJjLjH4FY8H%U<#Akl+&1
zyqYQa_%RgW^j?k29R^8AEd*F8NTSo}12SVfG}SeRQPNBTjZ|jH>pY(E)kKbg@4sKq
zeJ=t;0eEKB?}ZS3WK{ra&>I>Pq(cgh$J>;OOpPs5XLWAR><E$H(nX3A)>HY?9$m?i
z^Ef>dM=ZJ7+4TM`DL<MsXjqrr0O?c%ahT|0{7-}ZV4Gur7FoDDyX@3HjFP}5B>N*!
z3}>qcVXEZy^G||7&nYQ|4>C+sGw6YXxLb)kpwzbVI0Kh%D+B|<j=sLOvXYUFsf#Qs
zN&Adi(5aq)i}Ug%l2L%y2hOfPGXc$Iu;m5@2NepED>F{gFROl(eIoz9v$Ka)J!)?O
zJs}sg90rE$+lb)(<MDWsKl0l)+iSGPrd<DGCr}7s3*i-Os*lMj3aiCV1ru7NQ<<-2
z`2L_Iu68e++Wkn}|6|}#^*IMe!9g~R?N}B#BS1VBp7{*5m#Xaeg^}jdOp|Hv+QFYE
zci3~NylPxZJ{G1#1VylFsSI{Z3f<kF6`sG}Gj7lJA|WxFkrK6pgf{9pz&0#=e6+W&
zP79Xk&D}Uc%BIv!nr;SbV^=RH(juwmpPfTXCvxU=l9D|IA}_tI51wb`;!RzVo1vqs
z3;U?8ej>rVOuI_&8SJBZjihRU*|pe9cDRndu@?vhpxql0IFa${EO#+*Vfmw_c3)rX
z`bksScwX5r;HL}*Y(Qpa>68+I6~!WCFNz4CUSDuH-?CfU<EIo&SE3yhqJBcHw!H^k
zy<t%Z3VIK>dczeQ%R~-;^hZX<d1WtaURS^IxCytD*gS*A{qC8o+&f1%m^)(eBDd-y
z_n*f^LBgxWWFJ>cO3m+PCZyTAK@VdRC5+`>A^zU7v8&d1HaLn3D*rnCg4@g{kSv4%
z@j-`$vEm24*7V#0!!Kh6eG1;<odVkn@ruY#!1^x<ZJ4(ZTbP}<pc#4AjS1tL)+98N
z_z@8aIjW|zezhZtxe^x9v@)uy_;HV=^FP<Yar4Xn2sU*D0ekjcPl`O47U9pY{uuG_
z^}mr6rVjza`$}JQnp;$)B!+fv=(^hT*M0OnXuT{=jk=Zj8NcLtq|NXFI1`D8;^g44
zHDJJ=#U7r~PM~-OfA^o~?WC`_&!9TU&Q5>piniF_oBCwyFwAd;S~OLm7=Eg<vV0hf
zyI8D~)=3<?eFI`d;yHwv_(ag0jV=YQ45{z^+dEb|EBw{`d53=3dk4>*gR;KQEV8Cp
zsgCdQM9(4D>PRmR4Vz_Nt6JYT{UQAJjN;$7>i~<u4}GzK-<mR|R#8^=L8%g<WlbsL
zrSTJ<rm~~mN4Vx+Z`J-Nn~$v(T)kD#!8>;EY{eaOuGdG0B{w;lB6=o%&BC8wQ&VF&
zG3;UKeaybpCpdUG`R<^R*yo{~aBy;hVJqd8<-4kni`L@CTP|ir@g`Xmf>x7`k0~kW
ztr_a=RX^YKH9=qfwH1=aQhwi)gZ6^t^l2z?m%jl^zdB@LOEsh0CPM88)<2K@f(afu
zH6`VvMx<621GU^7)+ek0=Ras>i*$*?4p$GY82jwmvwH%T*4D<9e~YaAY*t?85#YO1
z(${-G^h2sWtVX&^Vk#rT<rHk~%K0gwG@F?@%q6hW@rs2}M#Tuv6J5NdT-Sz<p1Ru}
z=N|uEu}7J6p=R^CmJ!WmFvUadR_|VtWn#K`xx+|Mb=lQa5EPXA58<h(czMTu-+A#)
zj@dj0E$t>J7SxC%H4U_2Mbkg3x5Q@}mM2cqn5q#_otPLuPAG%d7zVGgs6S3OdGC&T
zltd$s_}!<X<abzdGg~DFL&L^MNEzYGgR}4Sy>9g^(#(BB>$0KD<+LKg(C94>FL%c6
zw|xA3qSmr_cy>;GtgWGfM~GT66u~Ac7VOGxeXZlFx}@0f<e^_Ac*#Gcc!qU*ZB~74
zM*ewZW}HV&sW?+vHQ6@LQZ&6KQuQt0GRZD1_2H!&1krIW8Qss!pN^is<%!GjOkBL@
z4rC*+|6O|Mnv^wM?6_;Q+ok;ZAygbrWa(i!3%&I+D3F}KdU12AyZh0w*T%yKoQD_w
zHY`vvhRgK85g+wWsaUc9%J@WXo|UQRcCvk}&^52|M95!`yU;u^S*e-j`erx{v^)Yr
zm8%FlFz#aXtg3~K1yczu<ox+JL(sd^P=?b3@XuQ-a=Th$Xogj<L@To8U$QO}%t=T{
z=~oU64QvbAR=M#r+N>m3o1A5qk}t*QWmj?kbg_~NsS-Kr(~QEwUv=e*i&!uC82vit
zNq$VixK^IYM7a-Vn~Ii2c0;0J6@lJC4x3X9U(>+oXe$;%&7^C!$zuH+Z*CS2wF<i9
z1grsLi3dO>4x?LHIpQ176GxJ)G2Im?sANfsYQTzVT5WC&^+qZj^#AHiA2jZ2`5N&r
zvgbD@tP*d*P-z{j+#sAfD|^4>Tdc*0xLx0=Ne#5JKL#x1uq|yZF^ArHFl7I}wz2Gp
z?ta>nHbPTC98lp%K6$3O`9fXq_kQC(#3^lUDBIgRHDuI%9Io8HsQmE>@lPC6HvJNa
z5}saC!dg9YN4>Yh-sx<ZNr3;eurR_SFYR7beB_Tdn(m2?*%_o4eRPe8;ETD&vOBok
z8)~gTTy)uU07W_?+6|MZ{#hd*3gGl@V81laev_WT8}Yn^EM^RsA>x=CPG2!gONO!L
z^T8^1PR_#6WQvsM=g}Te37@SxGl}nfMN~^CX{!)k<0~#EGRdc2UU>i4FN>uv_0@vf
zq&)J|)JD-+_b#AbW_Rf%bp@cs>2c+>7-*fXtUb?}7%@i@sOG(WUJ2KA@bjwK*-RQ#
z+8BD&eeOIr_uK;6RjYNj76SGrTvFT)*6BqT(Wx4>eFq1X=xBN=-<J7*B9U)`kW6x!
zHUCmsQYI%Syb4FRW@*8873@nsf|-z81xLteIp-nG!wmz^?Grvx$P;5@>)~6bIAfNP
zl?@HTIokDTBgk#sYz~j6wQD!ESHh7LL2QRZ#%}Sap_Ylaq@?JM<2MRqSKvp(jGR%^
z9RgMCya$OQZoSZ+&AEomZf}n>EG|&kGJPlaMFbY3bt{*O2oo<?I(`o%I?*p*y~{Tt
z3nH3J-s!5a?ZG3$%Cznlpy2Z+CBq@`WB#{tvq#)ec3*t`Jg(=X)SJB*_-CDhP%H{q
zlEe0RI~PANGW>OTG0kX$(#%~|MTv`dQcJb7UivMT>7Z9IhuL&#adF0GUlL31Z}V&P
zG$&A}=e_JhW+Gv}P>%n5XO{wza4c)b1%(VH;2R^aQPh0?e9LhSf`1|U^uj_&xP(^;
za?y0!`&xR!1m9+ZpDg$1iNoR{MnUcSU)k9~jk3@$AI}>nv7{v;WrbS@!HF9+K-gB)
zuhcW_CvTu-ue`#zb-2q!PmP2ArT4JzM6)*$c?yky9emHA`=NSZyyfBP?dw&i?p3fn
zzJ-z6;(>}!i52;#f__bvfD+&y__oHRy(Wc))nB4x)5y3|*^(9icC{&9a%&3ACH0y(
zvGCGKx>HHeM%%Lu!ql6;kN;h{)bQHyao$(&evV2_{U(%|B6)zwEgerdakz;mSnwyb
z9dhPEnve9>_hYjZR*QSbhLFbR3S}I{m2s}Wi_PDBe*@6sy$3MW%H!kEFiS4&WYMnH
zqge=w$8b5J*-VI;{q|YrquLKie(TP0bd0$e2Z%BuwT;nR5d|YfYJR^5Mtm4ECQx}9
z?J<e5DHE<kuYHBOxh*8p8&b<?BA$MrlR||8FaA`}S1k$OEfiTD>T+8wh>nUoCP}%q
zycD4-r>Cc8LOr1m35iv%s@fYiv7o@(aTNC<dsT%MbPTlQj>Al*%GY_#c@z!2aT!yJ
z2*%M%_YwImVIETHk?F40#;Z#QZeMwtg3`*rp#p?7O#`Q08tK1~vbQRZWI{reE>>#K
zFyfKE_&7LQ2JUMDvsO2GNI4SWrD~qP`{zxfIAhMSevwE`E+HP$+1=ZU40{Q<2lHD^
z&8C}%KOXfEAWjyS->D~8imIE^2)0vI6Y@5RLZ#`)uAHJG{JY(MX4if>NpoOzK6!bp
zZPU*QSB^$ka#_0CY-T`by6jMN$9txVa-K?)SW&k}4P~#O(jszk9LJ)sW%G-|i?pX>
zs!LWsIWv3~%R@^wKcTp&m#0e;;yS_TR2E{fK%21HS^fR)_!F^IrM<1Rw5RZu<@h#>
zh_-e9XDLAS{MIbzSzqsbdo2z&X}v=F5OZ5m*cK&m|FDvEuYw{!^`rd4LPeegm`n_L
z83Z|4!RjZGqgBc7>CpV&zvz2Nr~CZxi}mdf=0o;`=$Q%`01zFRyU(%I1*4lx5>~RR
zt0&+w_jtItc>r3!YKv#DjH+Fj>zk>imC+B~J36+AtHvmkc2Q_RQ25^i6n~rj10R*#
z<I{T;4|h0u*l(Xo!sx1iOC)q$peyIZ=_I{Pb#knnlm$Ce!&n~@_x;^{gY%8DV42qQ
zfH*x-N$FOJHm&&hV*}#jxatW}L0w&G$ue3jkN{NPgGyC8W`UKe_xcXi?F!N-gDT%_
zsWd(_oVv7@YujLx=0m#$K98XDaSILou3-+xK8?Bk%zMfLkzlABK9lAz=#iU}Q&NhI
z4Tp3tYqMRipCavmmt6zOHgHMw_4V%B?gAOn+{~;<tOe(=%S}Hj3W$d^EiLvuqCP%w
z9-qi~N}moX4Z(D_C(o#$F48lyQru1w<?DTR2GyY-4L{b_)?io)2XDlN1~dT!BmpG}
z4-NyD?4`UI->aLB2tLzMdcyO16h-`)iHWYOt4(sX(gliHFluGN(2%u8gb?bYE0t-i
z5iwyShhuCjtSYLiZ3O<~-Q8az5~Q7OPN1IT$`6k@$qoz*EG*8$+>ZIBr9Rwmm+O~I
zksE0+q=?p|rKLp)gGP|5vC(2fAO}V>tgNOeehYkk_%O<t=iW$G$iL-46K}}b(otJ^
zm|E06=9T8<b#^2w^_=rth$AL>|J^DmC^yLUwLYg)*Op%-401b)P&G8iF}HsDZx#MN
zhMx@~1uLI-qu=w6MTU;XmY9yOKi(e{z5H*f{nl+bxgdPu$A4t&Xd7<x9tu_WSVTXG
zQz!C6;p#u7$q#?7u`rGRWl;SCHGss$&|p{?y$>Whjdtm{|1H%sb3JOJ(v(tqeh(A=
z{VlKlbnK%!l_jjB5}M}{{!iJTfCO_cJO`SzC25OEIVCDOX!ef~FC((ctL_g?PI{c<
zn3;jDUpoBX%n|;n_5Z(p@PFR~A(V9&7B_Uzlnrg|C%nd7of$hi+iMFlkOq6tr#Lu>
z{=uO`;b@fhNQu<UOw%m$Wo8Glt7WE#A`~R4uC2|F(AvezzI$R4J*0_eRaDK^=#G3j
zRm@Atc$N^6FqHnX!Tfg?r-Q|JQ1O+Qj}$q}sl2iAZ>$pCRn1*rL$W&PG~gmi-1x>M
z`=EDC$7@K~^{M3GfC(?>Yl)t-x@fA9F{&N~G`q1lBOil_%AVwu&agAUd{g#t+KT$5
zx!v%B_d!F2HbZv0nIaMg<rb%s13X>+%OFW1XlAn^PV9=Uq&1xlvoZ?r5{Zh5$;5Nn
zKz9`oYj*G6EnnW>+uH*O!yJHM2wC(SK>H47$%){D0LhNOC+|+Gw#hxj#z2%2!^1m^
zCK*d*HFoqiM)y;dab505@$xoyXbHxjUH>SH@vXM}J?^VW=aCkkiUrT-W0DjLgpy}C
zeD^*G-Bkv~F~K-Qu@aW<&7ktSxo>&kYh+b;)Z5%Yax*x+cYoL*bi%P-+i5~su6t_6
z=SqFVkw_&Oy=Qj|2mc}VVM(JsqrULic5Sv)0;NrppG}MF({!cG4#5or)wODxLTrWJ
zNG?$VxH?>R(Bix)+n9KkE=(idEJe;?%Y{cw4Nq8Rhcv?9YkaC)%YPhg59*|g4JD@w
z*&0EDtTlgXr~vU%Q~&MlwFSPC;MrC^pqi?xtLf-^v<s8Y*lLP1X?b~h9|IZ{@U=S5
z|GeaG;UGyG%>%JQvx9=*$DmKJT%V|Rzd^@Zu&P~sZ)olQPj{(=4xtcQYe1}kj9JNl
z;BYuTK7P!KYI8FVRDLjYHu5%Mb7ulCBFSqh$x}y+;)b}I{n{tlr-ko=Q#(WzmtIkt
zt*H(aZI^;L;Z{@GTS06%1WM1!lC(=pFRaDfY%{+bbKSHU&VSR7uA{?)?&rFaiYPnp
zIM?a>@l#xss$(`QEBRMisFCaX1r;NEip=)Z*yJQb+4lodS>`7&AYhc;J&fGxXe?sF
zgAXf77yP(66j1|~uT6^wF-COViA|Q`vyRHCy>(tIrb(4c-=Ot9J=|<AW1#d84F!_n
zduW7j)SO!ViTde!dBrE;wo8L1Tt;EW?W=c$@&xi*zr8gV71v7_%P(o%slkWhc8?xD
zd<f#kyfq$8ZS90_vr9`q5AzW%5zmMfj5VuW*adF@xg#w|<d)y(rZib2j}}o=odgq`
zo|b`r?p|5F_vMdS7;hwj!Ei$JaQwcVdb?)-Xn_CcB8VRh4m(3gd5bo5!CrZgB;f8M
zIG>-SJW%9b&LiiNPH!2p=;B0pIkC5zL<23WwRqd%8Bolcj9Ti|ynR5%_kKv*$rSA!
zOHo{g9S@gwjhp&v<1^4cvAz^Le{i*oQB22A8?RJ;OKXK{`@9?(qx~a<$)ILYi}FVn
zu>y2a@0#Sym3|L#f&HTvw4&oPOjTRnLHEI~3tnk=Ei_OAu(gN~N{npp3gIP}&r^8b
zB2#2xZZbS#`wspr^2L+mWouR}LIs#xG<<#q9y6bqYHajbzXZG9fiT8tgv3DQ#_1go
zdh_j*Y4Xqpa=w_o^@FXJdsYW)Cksjng7eM435H@5W`<4^J9f;h2){|H`X%G{0R%<;
zH8Hf(L6%tHcD$3J__No17A*KP9v<M?M?^+`<thA#E!ZT=G$@}U#t*w7RN#c#b&T~&
zlrJR}l(CzIn#lt%q4z2yO-$L&KIlXj_r5TG-xzum6*WhrxV5K8UMweXXgYu#ZZdAS
zqpgGWF#s;lr!r$6-S#b*Zm&oXjOF3AB_Nnnn2+i1>EU*tk#MA<)SsPCWwYl40mnEx
zm+kytU~Q}<00^cbkpLot^N4y6yAg&^@`+Zk;eA(`>VC8OmCZ8D+AM9y0C#|pU{3!A
zE+YGZ3ZHco%v^r%xTcmHgibEtc6o6QQ=897(<5~%9oKie1e2bdhG(#HFK<IuRD4W+
z)o!Y&xBw!|8(zN4v)%Re^|aPZM!5k<U%z}NKu~aOgv@77Mc`|(JLr676s7gJ#acDX
zc?YhALLVH#uN*%sN<dN)UjLf_q0sdya<6?z;3U5CD=2F!%2DqXN~i-(!u8G*D$|w3
zy+KWD8`ls*HnCJ9KZEi6zx3^>Rj>bK+JRf8yC^PAz9@i=xoQ6oe&YBq!83iCFddjP
zrSj--eeBt<pH*@<mc7a6l3lz{uKFZrgvljV6Qh?g{iOf%g_MrvJxDo1j=fM^GF*Py
zX#Ii9W|4l?W!{eAZ~sVG3p}EC*QcqR&bY>^^BZ1SS#+*<;sx9_^t)jC0Ee1UXFT_L
zbp6G5g?*3bZGm)N%@@5~uF9UQ%uS6dN|9fK%u%k;ZFFCX7YWzNZx%I`-Erpy!|2R`
zGiZ@dxqV%Plp!{GL8Px$V7S1MZ`pF9mwUo*UM_gKWYN}X-W@5UEiA6&78R)a$Juvn
zD!UgWQL3P*t%^u3JWP9PB*QQ}m;xfu>o;ydtuB;|zru2?1g-$Mo$7mfSU5RVn`_WJ
zIy!)Z_e>^!xY&FMIgqu~nIP#;!ej3@8mF$V?qZl$l|A0p)&}#~F{VKO4V4B2qjm+j
zlmH(i7v0;}hpG-ny}-&DkWRkEtp#6ega2#kYD4!5Xsh;2a6wjo)r$Q~mseG1I1L(~
z-pK54sS!y@d8V@Nd1Ssd-C(H!#-8CHZ`3RAt9Dl`QNqjT{YY6UsiI%MX2dYF)qc%_
zGl|=AjUW{w_aAfCoAMbK)(6)a9~Ih095~mCMn#t%p&~}PmlSs04w-E170+x0COT=J
zJ<m)o(J=_c5vXutwM9<k;>iadZDqVQ?(%Nv*Qie0hOt@-$e2gaqvp43*?$<Qh)+Ls
zj`R7E3*N8PzGa~&zl_z?2wb(~Vi3cHfW#+?+I#<_x#whmwJU*F{4lL1B?fA&FJHdQ
z&dx5e7-9X_t$QVIO|-SoA~MiZQWvG8tM+uACr*4c!3)<JhU(5i(knh^j*hn4udVqy
z*3|9>S~->zXQw`mWi^60&s>C~B1=tVi#D$*YiSG`{bt`>UZ$s|S>G5mMcDyadO0hH
z%bv+dZCKd01rrU;8zvlSroGlyi4s}OxaeYrWxSNJKb@T$pf5}vx>>yn^1w5&>nRk^
zz~2SAASvl6c@HWos(^sN70n4W_~02ShDWbp@&LJ`%QaI{eW^o9DXI3D+Rkhs7Xls%
z_>A|_(30bnW-+z(wdMf{GJjAG^$n3t2_*-)0haK9Ok~9^?JQ7De1i~uM{ZwuRbTmR
z{Uc!_(qC@Qy>+MtOT0r1NsgyzT2;8Uzn>a_ro3d;H+|)R(MY$a04<4yKe@c(PnoDh
z2?SDADMJ%*RA6y_7S?I$-sX0X)<a1!OhDuV(%`Hf(zGXzcv9n!18C=645vAYZ|%3o
zu(7WngZIt61BHCRV1;!O&R*o}>dT8$tSRr((nDCb{X@#eVDpuUa@Ib1EYj3O-0M%5
zmv4GFQ|6RbCOM8jwI1+AX5LJ%1!AfG2WM0E55zgO$4;Rugya0wWOja|G1p8%<MYPt
z13^j6)BJP-Y>e}i<WAhtE4jFS=|rVdVS%=?GF8Qc3Aw#b<#0(2Z2C2mxk@!R{w*jh
z{3)9xU@^=r%?X#`1l7cXl!k}=Hq*099QsOi#i88($en})e$dobaVpP8gQQpWa35zc
z*hci3%Bq8~<uGXmd&lp5zf0)^Y0e&VYz7a0OPZ9(#FCmT*&2<H6N8b<srhE|>rm+f
zQB@_S<<nJyk*<UN)uBRucF`n{;|2VZ(B%gEz1WmqnZr5|Sc_QSt{EOy^T*ykJoE%r
zI~B&yQa645<g|J?C;)Bvct2&Md@0eOImDDlqM2YQk>7RLYI}RzTULIchwerxdT(aP
zEK}K89mN4>_JF1n`*S3YH7o$ram5L^$^`?8j2UWhOh0E?3z9t?ERNg(<id)Ad<>V3
zzNu-32oI%rNTiIH<JQhjuYFlULIUH+BjASRPOB-M9WCw51~N&U>6j6fmHU@6I?&&Z
zd}(5mZqHFO<@q%$=iItAJ0wJAVpmpy6*-x-@qIsJ*p*&L5e-+_lGrmSQowC)<CXu4
z|JQ4{(3rMz2Is}N&xF(35BTobT9-b_rpZ11$)M%|q0f^-Us5>eqK1o#o=aC&gDquT
zV6Hh7f8z0zC!ad>m;y9}i8(C3d=<;6s5pTWsD}vqk&uv!_(xZz%x_!i)+K9h4#}w6
z@0dK_v?b)ka~b&SN@lf}Cx-W$0etogb(6KM<K?-QhEwSQUJ_J+Qx|Z-ACb@)U}|@;
z*Rw)9{*L|8SI;AeO_y*@R`zX>{WJ#*k~iP{Al$J~ebNNFncU+0c2{3Sr_6S<hlE5c
zgc-@~K39N-=SiS1*LZLVR5?02(F^)?gP_1mL;uO}bmX$(ma+qm=bs*B!)uIIW96G)
zyiBj7ykOGTvdvJc*3CoLA8Uvi`dNPttNfyCq{PC&&xL}%X@By0XkHEa_<>#f1-8Gq
z%rol|Y<`CshV#nnb*(`*cxOZW)qNS)xjiq=l(ST%6ZwvHFHaED!A#qn%QkaO{M!xK
zg+?735EKCI6vWeqaM`G<sRa?Rc&Bd7N64CGo@A<?i3Jmhn#v>zB*cDM1usp(+ZHgj
zUIIncYP?MT97m_hi`IeO=a)fq4fP^G!RE*llaiQ*y>h%9;;e85p_e2WpTMfTFUs~}
zd}895#$vKcJ^zNLw9a9Gu9X$zrP&nxX8Sd`$5wbj;`sdZIR8!kvRM{+C(~VE@i3DD
z@MS!TP8Ie9;tKBPIpf-z*q|0ZI9O6DSUDMRcAOqf_ThT5!+N%|%-A^YwdSrLqudKx
z+cZ^c(N2pm7a!C%bZBhIl5<xC9yTJE*S@Eyp+N*}ea<~P`uMa;_~7uif#BDf7J-wC
zF9)Vs`=K^8TT);09l9=7|I}v`^4>=7^;-#eoFPxf@cJH*2&S@Qe4{s$D4caUJF@9<
zhnm!8#VVs!61)^0cVAeTj>NWI*cFr*<N{TOZFqySLBgTDJ-W~>+8;H~+dlkp^Kv)o
zQYwaZ0Ytu<@CB&qx{Gq+8-Co-s$L|vHnS?Rc^3-;(u>r|GV?q=PTI3<6zdZjiKf4Y
z-m__!+xnes(MRX@PcFjEH&%96uB>Ra-{Y&%iqg`ogXkEt5<P444Zu`D=_1^drN|@1
zD~^AGduq(Q-?Yx7?MKY9HcI(QX!Yzp91hti-A*|MQ-T6FlGec$GXbuRF8)K3YFW5y
zG+m^bbZg?XI7|Wv@Nsc_h~ty4S1$mWZUB&m7NbS}W~6(e_&V>sI`wB8{E@y;;OF0M
zXImQvlg0;H0&s)%!5NgE_<K`lzY$+Ioje!TyJt>jmM9N(awb~?a4Tx3S?zXihDP3v
zNHZhN1%;=E%>%nD_eo2fZfs*&`ZbCpzfsEmbmQWa7|HWs7Eb(22XazUhNI`y)XM<p
zFyN(E%YUKB1AUNW!LH6ukFdj~5;&;*Hk$H|AQXDtp8kkm*^dJI7qEDd%G=m-Zz)tt
zLdrLAYfbyoepx6|m3wjix-o!A7wQl=_q^P^EG|L2JfhadT7Gu+3m0oHlVT1_O__o5
zb#2CX$Y#~OYM0})OiO2bqce%N_1_`2PC7a@1jW#dHd>j?lE-$%mat3L__klR-H+#9
z;(i>~vo`uPEsZWbZ8p4@b<k?+Ttl}jS=0M&oa4>UqI-KoC}McY5O8;iI(=)xr|Ww7
zu<m=FeOvw(PO(cmI-^Mu4=-=wEnfa7qDhkdM~1btKwD5Nu~1i!`I|%wQR0tg$8E!<
zg-w2!*__L`$7NL@)3&$8KOm!_wS42HGP;;umUdcJH(B#^eMkCxcHtn+>RzrUuQ{rC
zv?tF{+}Inq=t)N><(?+lP4*7zyqmzw*2z;vQwl<*A-P=59!vpvPrF1Ngd-R5AICD=
zc8FJ(W21o<$jq4-83&)MNbc!;b1Pt%x;w#p8-oOMqOhQVl~VXE{XtVO@yHC&BmAeC
ztRM;6t6LBt<*-nD>7AdF7s8VJI^wC#X%J)q_K+ce{jNSBe};<q5>NXIIpB}?xg8IX
zAtW2Gt&mz@`Qg{a2Ul8$RG^_TsZtkmzOLPHJ*ADeD8f)CrKBvDeNXYiL6F1vy7DWL
z!x`1HA`G7h=C^bn0IsI*Qo6)n$F4IXr+_04%Pq6`Nw;d3BT(*I{j-LYRh0Xjt`8)I
zQoR$MfC7OF>EG8~xyFU>EvN7)D`ZWb?-AcCHw^u2x`SRspz1E1Ql71%t|EUt7GsBP
z+>YHp$*{;!P%}ULU^kdvyCRY<>jB@^hvlgTVD`4HzX(>}Cxru`UE;JSMO@U=Cntwt
zYze?858Wg}F$Sro!PPjxA3%jn8u{Y=65&y*e1v}~n`SX)_lQH@;F5~zQXh|Kwgfj$
z_#<VjgK2=aZHJ*aw^j@G#FClb-Ld9LQ3I`5gB=2di=6`E4sOzdkEAzFU2+3CyIX&^
zQK)?<7(zKLh9B`eVK;9XSI)BJLhNtSQ6hqo<h)4eK7<Gg2+%L~gK9(IMnqg(+f#Kc
z`!~n|h9=QkpAKn>O`B@l;lRugdLxYi`7P9;(b0p+$dS)CC$FKrz&U)v3DWY!Fnuj>
zpk&MIEk&lt8Cmz9R6JA7)p~Qf%*#aWdv2-3EOhf@K+=aA+*+XBd|XiPv#5r|^2+mB
z+68kubb;1#se}k;wwV>N@&)m`No$Mg>OC#~^$yvetKoJvq^AaD$rmeHo4JhDt_%gP
zUoi4=`i_jdv7<BA63r|lGzcxfLBlvMJdn0mBGr^HL0fzB!b`GtjKbuO+{n?&)^>Y5
z-`u&`g9i^(5=AL@vxk}?#%4H52R@q>=7wTL;gdx?GEOU!(y=RM-qG^$Qj#%Y_j4Tu
zd<S%N6-R_X+-|XpL4b#j=Ck5xl4m^MHQWs&%IU6;=i*81p<8V(Uu*@gy8l+Ox*O%^
z&v3GFa`HWJ=(gli!#oS4?OrI`8j(l2Swc<U3Ycf;bt?T+^OyeKC4FFFWtA50IF_?f
zv6`D#b3#icinPD)SrW(BB-&gs{4k*)=slBb7LcSrM#iR1s7=S-!9(jOnrm%upAYqk
z{HiE<J(K5zbt+RP&z6a6>Nn<rQ4*Jdj#$Z#vOCI$$9}HiaXk1&U7#Q_`<NeaKBK7d
zlsHTXF~si-V<pPnH(+!EAvS9M<eXA1E<aEXuT|4}*uNf`$`d?Uru65BM7vprfq5(1
zJ5%!YaDm~yF>!kx-JLn6=CaJuBGk6xMXlex8;jH9!GdDZsw+Kb7N+YihfNjMy;*;^
zDOH_)6g;g-Kd|J|=rYVPZvL6NkfZJJ_@XKIeyf3eQ#z5x<Q~0x>9LvKJEu~mAM#{o
zi}~D|{g;uta&o^V3ZOg;)_6|NgO$cWg+c~*AkU6lrHF?vUh+MA=9|j=rtYTmPk^FV
zuTJ;Cow1WQ43RY)tE40kQ-{8N{oE8XMXz`~hgWV1<>$X#+r-@TY2oXO`1HlocLKHC
zIdt33)<NYZs?f{ER9SKRv*_Qr{*c5{IHxffH?~_cPRJxh&CiauODD{rmIzl})bb-P
z(ZqGo03{r+-sg?hp>QFU1Ub5zpT$UlA(rdT)P#58baR<WX|I5NQZL=)=%@=&HP3KQ
z;N;A<e##A@U7K4LkK5<k=>W+#Z9aEE8knsXUyeZY#QqO|lk}B`8w|^y<l1;*LkKt-
zNqHUfCv5GC@4w2(&6Roe>YIzGqobqiRQ7eaQL%ZowuY23Xg#jGD4#9!6yBFC6#!$<
zaH6;WQ+t}bXYTz!nP>Bl&Gr)7WBLc3+@6mG7JE;{E!xc6+rD{S$k@CSH!pCFiXlfk
zwgg9K>J^U!MaMO$8>I{kdS0d|n3`b`;0e{r^r@(PuU=&89vxhq-(a^sCK3|X>s>=-
zRp<+l9s`GE-W>sbDrYc6B6lbAzy5}J4b(_P?7Z)$Q7S28<E-(ND$0ku0M1WKxx4Ck
zL0u*RC+6vTJGU^Sl7Zq9IQ6{+v?0<y-S3KIELMIfn<#C-8>w6*F)rsQ!%bgY;+Qcw
z4t>d(_@tz%pGh9ANfWVrPz|4%nepbwb-vmw?5+nEj@hB19{1D_CW-6>JVBd#{<rpy
zx8eQ~3!^Dh%~5jN>(ZNY12Z9{vC5<l=V#s^k~1AQ7{97pHU-)+RQ*bf91MGOrPu)z
zo_^(Byw({|)qoWdW{hkhI4g4U!j9gNE1m5nt2WAZ-~2LMSX30bUT!tPb0y)s2>|et
zP?t^o&a)`<W^=U#Y5Wmq^gjIKyDo9`V+1>;;sV8KR2WsWiqu>Zh~V(3S9T~(WgM4f
zp_NsEgH{T(($b8&+nD_W$C_3`-`64|`dA%F`A$Z~lM4F_Y<F?m4$<wI-WdXoXU4m>
z(G$Ri<KmESD+_*^dNM@n2?M#cD~G#MUA;|rxUD-He5S0n4jw3(QFUxsMd`j<X-~a4
zBc5T>oS~npe9+ud_WcL17)4VfA}+4dq=&-ehxy)ek9S7@zb~_K(qBa1!ASb(p}|A~
zmrWb90+bD|PU>^U6&=oWB(rc;Cgpce9caTp3U&?p=YV<7l8YOcmuFGD%o_pnpk24j
zu3Rl`?enS23srMeEL_2f73J+YPT89iJE-X%9*{-bxXQ#n_rDBdr25m`EN<Qyx-S^U
zZ*2zMkXw@q_bg7|mkez#^*+x@H?iZ^6pJ_u-BrlK#`sNuA9rG~8+sZkp@<C<IStJ*
zk_o;gdd&{m4g%>9Fiex9VP$P3PBE~ws3;$GRg_rb${-jb%O-GfQ-Dq-TTf6{dcajg
zb2En}_rcFD-ix7;Ufb%AH?VkkT#o|3)bI}QQ!YibuuiRGmESJ53bRqhs>NYpbO5R{
zkRzYaF?buk_|I#?%j_#s`(9M-de~Y<4zA{Q*-zwi6_5st?GZvn8HyHZG6@xL>S31C
zS;Q2sB2Ffc8@#%d*R|EtS4F`?f~%WzvfJN=6#S@{@*wBcYfOiFL?o@Cl64U@65zx;
z_8bvulof{!4qd80tZS>Qbia(RM4%3DTO(=CLL)Pe)&&oESCjJCm$0DE0|i9=LY=~^
z;!Sel4e*o~x~DN6#Fe+}BG#*fOGL<S=>@gvPf~2`ke$y3UF~r~M83h)V`)u8<>H#V
zwh_@)=8suTUrSpi9L((>f)(4g(V;1baLrfAzMLGq@d@55e%$uv?|8xKO)85F@?3=)
zcfbTq>{GF5$K}$#WHuWg5wSM4M4gDK_p3~60wm3sehetv&{-ngd^(zpohpH<uayin
zmF6JAdNe5&6};0|VaB|IO{p|N2K@y1no~l|mI)!yvS{+y2d|z(6*+25zoE9MX*%-G
z{q4+<iVM#_*HAv(++ewi2&?~)&Q-jdxjxnb{ea6JF!hdzD`|f>i#uU`J62*T+$hTg
zFE72InbmDENNJgpi79lQ=Ihf}839w}frvcL7Qqv(rk$JDp@=s*6fks&dEANPG{}>d
zwxNDX|0l8MuJY%G6p^c-FI0kkCZc70p?dkpAqtw}3KCgEgxPL{wc0g+3$@u++#%=?
z{8C;-(5u&-Z$VIl&mUlgZsmKG*D2QGn?eiiMx~;KrR9R5PG3Mkl4tqX4b~GSodUPL
zbfZ2y1~u%4%VhvSY%D=1^UJTl86XvUehkx8)V#jqW1f~%bU9ww#~vTgrW78tF!nf*
zq5IqXl4GM`h|;Kifpb|+ITzf{!q?=J8S)!556S%0?f-a7v$8q#1TMR4g<ZCS<h+jA
zCaEEEQDvUA9&nJ-la5GBUc^6O#ltktlDW#(c35BNI4|Hbh5<TEdbN{^ii*A-a_`9D
z2;?sdS#xvq3vmhMv#PTjYNUBDFLMQAaqu`HiH@E6PWK!c{aq6pW^0rylj;?7T?S12
zcO)Yr>dZtEIa=oVe4+_Ylb657<uJH7$5ex(bn&0qxtp5ZDT3l?^%=004-bOhylHDq
z;&G7Jqpo1T??$ryj5+ex7ZP2N!0F1RyWB9V`;ozWNGkE_HQN)Lf>Q(+UK?_ye8lLm
zMx`Ci)7B-&tJbG}@z+mjv2hE`<}y|`Hg&I&YFEyGUL@_(TFT#7+fn90qoJ!1@ZpSq
zcA=rA4L{E!1nbnl3r%Jd<^BKh3SH)cIm_HXqZ2pjehw1+wFG4fcG5{}+}ikflITt_
zvd&Yz%t49vgA}yJ7i!E1UdR4)`5o5owm9t5tJ1mQCB(MxPHT^51F<T5oEl`LyNBg7
zXA$wyf6QERbyOW%sy5uNOQ;d6ziUfZs<zOZi%qCoXqkWAmT6qOVW#I_<4Z?2hju4e
zZ^-e{rGr|kf@nj7<#4gD;0j}D&Ug_eGyO{-&u9db3ntS20vgK3LQbgz;JQ^*1Do}Z
zWl=nS3pq75Hq!e*t}diw%<Q#Rbyh7dTea`Wb`xRWSuo&P>0F$dgOQOUXvwDbc!_EC
zH`Ccte}#0b-OOej9ka?%$*OCaH%sp5iHopHjKa0toUEamq)y09N9K2dvohoP_NXuc
zy^{+3`pLe;?9eIk)GPh2v+QgOB_%uGTIh0~kaa?H4;E_0W6c4U-g`0w;!R#~n*{uO
zn^?owg@uhhB5+mUxum=xSL3u8{<c!Or`Z^aWxSHD%VgJS=fQON@%96x>rsWn>hO%l
zQvSeOAmMAFLBijkI$CdpNkK+NmV62l^{W=+xB#^6OvZA8^?|>jR2g>#MVQj8c@sAn
zziNKLd2M{1**Ypep-%U1=c&f8ncA%E<R~hW&G4+vD-%Y#LdS&^pB`Pk(2P8^81Vbg
zrb@onTn=wKql%s<kyrSXWAPfbf8E&FkdEW9xs<e|llHZ@x4#Nf#;y9xWMmN<UtdH(
zVMiHZoKiy+7i&Qh|8&>r$5P4R(=I+!)1347>{m^5^|d2Gm{@o`+cX+T?lGgTM!zfH
zv^1mIV3ppkRo$!s8mfRG$s>!6msU@DbUAFJtBR`EL>6Kcj*bGEKGro<imqIt8Kdwd
zB_%J!KMRf>`^(00NIyqSX(|Ipmb%F-2f8Gi<Q$U&?Q(Pq<&CSAo=yw_kwMiol9<S8
zgLm)1xbKqFa8S0EWOaEt5`lq&vSkx$b5(^w2bs|_Nh0*<VO9pu*b-9tO;<cHTy)39
z^Qv|N(rSYa;rq$2=r9Q7f0}nH0t7S&1<OS2R|J{zf%fRg=)KV9P--(L7VXFQ@eW)7
zBeXA}z7&5F{|r(=h-M5;HPqGbI?CnWxCB*0S-?~lHbW~dZLv|JsX0QUD1q&&Ezg^M
zDKuP>ooQ;IT`my29u;k9A|7~fU^SSnQ!cuxp8?L5lA1*6CI@8pq^I2`=f&eUXRU(l
zw;6fLIZBISX$1ikoZSty20<uKjn}4XwgM=9EgfJ%ubZB{^!N8)izWeL3A9fL1o%n&
zQWWGBSK}CXSMUrFE<@MeIE7T)VtDX-+*{1C&Ej1B{m^ak@%T`ynbAjt{CPJi^sO;2
z&igoor|Qu|ZJ?%LH$zk6e1haem)BFfdAS8?3LYZ*HMxSOX4|57->2fe*KTfnmz4EM
z>(IHE<=eh_NJABcK>SR+249(rH7V0EfJuEneOh*SZ)3x<+RAP_|4N#Yk%~Y-<)JdE
z7nDj^n(kS3l#m~pUYxDI7FK|;7UMsG#UsCeN_aplpr)pt7C?gCj)%bW@pqunN%H%E
zi@bmok6ukqnTpj?-c#iaW_8tvCwmU{kFzRsDVqX3TRg|V3VJZ~VOOkMK_&&o#)%2-
z>cIv?OiT+h82X$KmA=3rIw)Dmt{CRsWxu9&OXvNJ51fSu^78UMfPhj`rwJkjVz<*8
zW@fN%rDJf-pUE1GEgBjciy|6APOJD6aw*&(n}vD&{L$E`391#g1zuYo=Z%05c8G#j
zS`o7#xR(1%3@zVER!Z%=ck;e1Buy8sI(?_5^G4CBRN{-w3$+m{)r1qnoC(4|SZ8B%
zi}oFnMru;2Ka={WETe*LMsysFRF%yOM?XQ)4|eSZQsiD{sjq0`{ZAK07Oe<4jY9cX
zmt`Uakih5DOHCLZf?JNBhUQ^BMsa@n_Qu*8eQaHg`>EC3cVn6f_Tu8Y@*MDN0zrV1
zg5qubRUhaNwr7>Wb{9(1H=w^zpa+wZw{Jne`YCH}cx%=43!c#K^Z*e4sBJqQ;?lHF
ztyidD2%gnNSXE@ka{N)%&>q{ERmLPy&t)%NU!NfFI+#^Bwa<0ZM|McUOr-_KV&=!9
zW`?)nUOMPhy-CVkGg6?Khr_WxNe6{nN@(OdK$`~|SWNs)1J<``U!JwJL#gfcMtO(v
zbYTLCphx_=ur(DEQ{KjgW<bNnMCAwusDAc$#8PeO>FFsbDPeqrbN}Jq9*j-}){4|Q
zYIB}wH?bq6uJ#+=(~k!j8Fg#u)lOmz-Ur?LchNz8PE}bkOJGP}v+}#A9LOL36N~|m
zOJ6LMOxoe2>qfcnWj)+>ekFD30d*IN?=`3BIYGp-n5|x@0xjWpGcQk?VIIhCxA22~
zI5}8bx;PRVVX_iGB=#pvoLaNc5wsps@tn@%6d`ll`U4ZQ1ffT9g&49lyTLKw4x<sy
z>LI+Jfl68o;|gUcU!8PCfo0r*klWcZ#lrE3aZ)M{+572h8_$rWNbq8-ljCBr&#!!e
zIBnbWN>Z`)E^H+;Qu}|g_m)vruV2@&9u*EssFa|Hg-8g}4Wb~@4Fa3)X48#=N`r!c
z(jncwX%W~oNH<8srUdDH*Y=$Mec#WQcRbIxcZ}!d6GLS4yW)3UYt1#+oE9dN0i_7b
zHHb!XtbbgW(uvF=G9ti;+trZgUYV?AUih&gE_8go+|_O0t&e{=J)v`t?y<GJEHK!7
zsUv2}oYE`15eu?=J+Y)iuZZ0i6udNx>>rl|CG>yF_lUB-e4>{rl$u#;7X|lbS6<$-
zcK%PM<(bkLe5uZ1fB<lmNJ6HjUb8u1lyb%7uY~M)>Mp760T5gVZndF8r`!|T<3ySD
z4AFma41-kL+F1XO-*0dKonNy{Inlpu^V8F$#TgwrsDewr*QGIb1m)^00ZgPXD`N-~
zBqob!T^E9pe&b~jA@zI;l+d{7*1HRY3hg{XL>bFltG7f(hz*>w4QFpAHGwTLR_4oV
zg60)xy}@^Z;W0m>+8bAeABsFNw3Gi4du%q~<eFNbH|r>TxmiZC>3n5X)re|`K=^XK
zpyg-@*p@*lcM<gR_2LvzvX|me+&F?`;-E+ZN>BTIeKDIL$DHg$LHg|U>G!c9vRV4a
zkLR^7cfmDr8x|ArIIMtTk`sH}Uwd{tn?cy7@7MUglP%cHt7hs9^q-5fh0Ajft-1b$
zxs_O?c=uA&$2bP(uRkK=R1=jB&z*Zt_V4+p6M)Q2xon^wjlNWUe0;p`AY_Wp+y4ms
ziI<DQB~<ld1jL@qgy(bFa=@5Ru153T1z<I)cYg=%`QR=&THa1ZO$|<hoJUz+M#h2p
zJQ)^2D`9~*vvV!S?4GW)?w<Bp7x+>)g$-x;$3@Gh(@{la4Yl6)nvs%S7Rm6K=*je0
zeWh9+Ffoc5qb*Jy{9Ew}+M%~MT2q!>mimI?O*30NyGvYuaX35h6hQj|WkF89_rvQA
z?!dhPjXXgh2`rQRT}l?gH|w=JOr6p`(fH1c<~?4YnAqt{qfHt>UZi;i$|c)0AieAR
z<ag*SE(j+?&!)e3*&L7)mm|JYFIrrpyZBz*;agx};OzHH>OFm0dXv`A<JWE-exjE8
zp!4;HDs;Mbf_VQF<aO%53#_LEcN&!GNo&$CUgL3S@FlWV)bOtVbwiaoi`NX80*FwF
zoz|TEi?XCO4_)A;m;V<)@wtO8b@{!p81E({r+kCWr~}9fHz`Xxh@?vOvZ}JqA|gWt
zvA4hgLqd&&>apw5DKFh<-q*_*I11n_ElvB;*H`Ru<XARH`Wy8A<eC&bxc#3>OLv0r
zqey-OaFouV$oLO=-79|%E9<3%+h^Yoci55}$(%dzVgA&4OP`MfP!Gf|<|EqaEo$G4
z8fz~v%ZoOu+y*w-h^i_F$D8!WTLR_@sqNKI4M}sy_L|&(y>tF*zU7^b>nW*3{VkPF
zpSC+KvwTx1ZbiCc4Kv8CB%FCeRY4s`qi%U+;3i4zpy|>LK#3VDA<iW6xNJJJv2g|>
zG1%8Kx%@X2JdfaMCDY|pRm*{yfh7>IU#e7I4k5Gbzv<nU>-BOuQlKX%JHkXKz=~H>
zAy6_ajjM-Gaa^?TOF8{FG>e!Uy$2;FU+oxaW_%04Hb6LeK&WKUbs!)nQ?S@e9;m|3
z9&qvA1L#!g)Tn)tf6h}zrVHw@39cBr9_zERTEX5JPD=&q@Kl+};<%`T!Boj8GgoO4
zP@90txORnY>XK_pKqHD9WYn<I|5#Dl=wPVy?Lopi#C}>{Zk@Ibg#hya4uP$f`+;PS
z6+)TmfV(fMEY=BW<)iN-4KYH+GoT~GxeJVe8<$bds7$-_X?L9`vX!zxmV}F|9PT4|
zLn(V(bu1qdkP{{*CLmBu)_DmjTd%IIfo#m|>})Bp^TiyBfBmw-YUTP8^(}*m84U-A
zviXq5c{7s6rlt|l{^EE3(FQRfy~N6Dy?bhEs?sF^m#w)s7jXYel52fN3xR-7Jpn3U
zJUC;So%Rp@n9o3?Uzo-GQRI?b5l8YITq1rbJ&&=VmPt_6NMFJKrS$iez?e+wHFAW6
zrPk;YHIRGW(RB7(3^5P^m1DD&1CY^w)U+;qZv&<Reb%<0^%J<DDR_1OC;&38>mhkx
zT@{B|IZ6Ly56c>wUIxek0(CFn?A#N^F>9-+s_KJd`ck?~T=IKa3yYkkSpMr!9$tRr
zTGD&r&GicV<*<YVZOu5ejDNrqMkUpFs7mv3kwXWM1Jgt=Q(r^=BhE~9`;z>U_i0_f
zK1=Y9ckv80W#3`Xy2l3j)L6&vj5yeIeC_9UBSqMrEaEUT4e+rQiK5X7rFOr5?L=`c
z6V#{ytu1#I)D0wdcooHnyr2Ws^&z&l-;Xb3JNI`Dm7boS2;cF`C&wc)^O2Wt*Cci)
z2yIMH3vZNyj)KeY$eZ3p!W)fXk@-VF^ei=yn2an<pL0psb8VEPO=!=v&i#OuO5@cl
zlU05@xq)jp+LWn8NunYPm;WAI>lge8+N37$Kzb>yJ)z{>T+;goM}2eEq~<$otmn^;
z-+64DcO<Z6HeVfsv*g^uqX(?fZtZouJ&Pa}=QafpkBT3Xz!22FHi41N_^RgA=(G6&
z<=YDTp^=da-J#o#JCUB{smAAW<gtG60U23&JOC-|gwonEA3m>(0|BFR=Wy^EQSVtB
zQQtBEaTkiI`f$l?f$>ab&ydWw2uS71F-}D*y9ZH$EO?K>CgSH$>g$}=O`}83Y)H$|
znsViYihEGx`U@*_rH9b509i07sv4A{E@cnJ@QNAfG@;j413I-TE3?vo^N8(%Fx<y^
zUr>Gwr3gmLHRYu&f^&(t{&|E%YIaVJ$B5#O+3lK+4qOh79p7lkxj01%Gb_&0X0iRc
z`V9FwGpFx&sv@L~Wa2Z6FPwWad<V_(3A!3iQgUlNAkHs4E$Qy3V7Uphq)E9c&)a*~
z;P-SKpIn0J+Qj}}(8_o){$q61472)8XAs`M(SVAF_CRVL?d#LW{HqG{nfSkyU(Wsi
znoBT&|L4k4GFm|lOmt24O>txJjsaeOD&*$$SFEzbz6aub?yk^arha-^N=RAUXyKqs
zZd@gSa&{@b`Ue_6zkA+S=mWifdIu=T3xA|Xy?$`<?-9SJEi%`OuD0O3Sv8p2^SFQH
zHursci*avcJ)D-vUC1t7|MxhSNL0}s9!tF#KQ=y!30eR`F7}ITBnp{3v428!7H?9}
z={!BKt^cLV<iS5bOcZVok{qdazYyCa^UuG0yLH5x7nBpLS)bIluvTt9Kf1Fg^*Px9
zappXpQk&F6A^op-gjBD2=fP?<v6CRbxPJww#R$gv-9I1kI>O#PZ-${=<q^fuR;bE~
z!aogd=X40D*z!W_#uE(?-8E$*QJ4RHLi451NXzk=Tmyt`ho|s=|MQ1`HNCz~eEi@1
zZW%skv@HBTO-c7<n}f_%Z8E};0{kZwn)Lq)KjkFpqa$n{iMFB|2S*3<B;)>lY*Ah#
z#Dsvrp7fR+YhLG=heIauKR+pW3A41nRYm<NXeG~=_F#2%VtAaNdz-ih^KWla&~gkC
zppTmBZ7P@M<RXt+WVqH2B-_|8^mZreEoQXR%Z>l}zw%|TuccU{mDMzlew3seR&u!P
z2HKI=RIr)k|1ZC!rB?P#y!>|buDyy?t=7Q5EmV~D9jGibvkiCWurTBrL1=I4e^%}u
zOt0TC_kmnfcuh@Z|39sA=U#o)N6+6ZQEf%tj^Ppe@7aY(_gE=?-inI<eB#YS`tPR?
z{$QCMMK#6z*A#~S=ezZg|JUzinuAtWsH;B(nYY<7|F26PVLrq_F?1!Lc_{VSKU4CJ
z5~jMlLp#R+vEfmq@;@Fb0(t4(TZZ#d!;Tl%9jpKI-z9bp5qIT#7*z7*%eW@BIUKs&
zDQu*jF%|LQv~fL3|9<EL*tw-Q>!Ok(U5|$Pzu@^Q#{KuM)@03dyB&ksJZ4D9nHugL
zTnKvcp9x)UM^RG7Tn><IRC%SKKJ|l}oqaB-?BC5f_+zso;GaM6TJryVNB-~b-2bot
zzX~@r$CD@h0}~q<m2>A_RMjUXjUK+g-(37GIr+lgdwLB+hv4in?9uR)+A12!QNHV0
zu-mfwZj(sr%I^uqRm?)H5O3Ar_~$1eG_5Q<56PR4k58UugUJ(i_7Ylt%v7Jz#O8)S
zj)wiQuxdFWe9&vbarRmI+$EHgf?v@`<nq1pM2BTxx;<&axbg=qOqrtto#)46LPNVD
zqvUm59d4%f;=g}if9|H7hT;)O2%j7;3e^E|LM2z7V~gO1a-?TL8~4P$Kdp#eYzBxM
zf*h^7m~oSlRCva0%OyvLl+~WGv6#5H8sqMGNGgs&`d1AochHa#N-Z=w)qPxY?OtUi
z^y)G*GvB{|pN*{;`ez3o+rEJoC7?8F*`uYoCfK(uA)iHy(gRR*>wq)px^G`do5)HJ
zt#SU5<L|D-nkw(-5xGT`g98NE^C*#sm8r(wamRRpvzgkleOf`;GHO-Uu-KYD>I$E(
zj?Pa=ZR!@H&6!x|$?Nu;6lDdlRo;)*!<W7f4ebHP8tX6&wKDx52Q$(XU_39$T%#l>
z_Y-3@nwXxxxYUyZM#JQ1y5=K~g)CT>-a_EZH!7#B4CbC6!TD2c1RTp{CSC*jJP;z$
zMU-E&Q+wU!#CRb#q>D+F3wyl1F8+XA)@w>%me4n14svqPSncT<G5&z0YAtbjx&B=y
zBP**Cybz?)G|cLb=b4WV4_}}x$^D=()Twu-4K^c^k&LG1=5`MHk2T7z;$r;_#rR1{
zNWKbg0<CmscXw3175tg!U-CPEH9^+cFJL>3$hRKo_Oktk)8x0KwrV+cU%e)VJ)qYU
z&>*27uQ3-%5%p_%sM#Q@%k4f=N2g_w5;1`H{P}ax2~Bk6J}a*~Sp)A&&&?)stSR%<
z@dDS@B39!5CFiPlau*61XHK9&s%_WFk^H;K>*fQ^I`D3MaYhitpqlrIz{<?5sMHz!
zG{EAE(Hv{{NM(tFqD;h0vh~`dT89-CwFYL-&A_m*>wNS)MEHaR6KuLgVaRu4)HV)w
z@UZ8&!DWuA%O^;ZJHD^lQ_=BwTAlB&Jl!FO?;wRO<WLzAA8%Cv&)WbG={n&sL_<p(
zYS6&+h;_CS{?339^^F^kn3zrh<HBO-?d7KH;}v;k=@GX&Q14|Q6D%$+mh062RkiWK
z;mPdv%a<=l0{v3A0Vhgmvgh3>AMczV!dHQy?vETstZWO)9_eX-AhcDc9fwS>&Cng_
zJ@6GXW~rm2^FYHPi6sgt4%Bc=rZnVZ_s5^baK|Hgx;BHZG#FrG!f)^121$||AR3r3
zZ<CUe81hihDuT$F5Zrpr@6HEOM1A=D`H@|Wyyq0$_%1$w?g^9)cNns?Y$xqjE>URa
zuL;fVT&ML>YgVVzSD&JLevF&xI?TgIdCzbfnp+5(T9tnfb2LnduC(%r!e`B^uTLt`
z53YJ9QF|<CKH;R6EN&P<^?Y~S+W3OYWj!~fX>#x9^o8auue`}oKE@o!$#GlOd6VaJ
zZzSpjngFiwD4X72oHDZ7?ijiK>V_Apth%UgoI+X231p4^ou;cSU1l`*O(uGz$9{{@
z8q9Mz?R}1`?jPbZ$;;I1d$iOqQ=lv^?%#0_XmLNC-$A_&J8IQD_tS&Lp?vLxPoMfH
zES(Q1TDrT1Tm$xr?2bst$r+9ejEvMRo?A*=iik9VXQ&`R-yqrA3FdHsY+;Lof>82F
zOiZk<uD&Zt?xd{^oaS|4Q;QNLuL81p0*qg*>jiXgK-W3hO$gH|$;oMDv~RgC_ohxx
zP9{UMM)XMrp+*!Ek89k<r)X?{bG9?i&Bo>zl(_&k-2}P~Ke)+3W$zSB7?M*`nk30I
z@*YkSg3vQ{nLGH^Ky{|l`MK!38GDiWWVh_BEc{&|<V<4^n@D==3Oy(1ZU!C5nqy{W
z+E^-LzDMIY+1qCXwgjz!(+#_7Zao`G<A9-6cXTvmjH_(?r(9}WQDfuuVHdClhw7eM
zt^2_h=IT3n2Af)q&CNiv81A`V_0Qc#P6*fY>z`ri+B`bH9tiGm+MT`$Vk{1)mWjXh
z!OgQypnKdZv?EAv*JXpP;f+7<tn1F&SJU6g!DCN0M>2fq9LnOOBf!3pU1n;IjMSPt
zjjYlQXNG9Vvx07A<PvhUi8_u#mvwmGN+bS7rg(8m@{H6i)kpc5{zn;`yUUY!Ay@A^
zeG%p6=794G>&}8|X#oxflsFPU{yGNiP<6K&j>3*LHsBZ<CS>Q=j?NLnEhQ{048%K3
z!r8I$EN6zM%X|bS#n88J-xfM!ypG1E%=&-%3LS&{_YVUkG8z~psJSr7AW2QPwNj8H
zUkEWbMDGBC-CF#_6C}QsaQM(nHQT*Vax70z7fU&XhDA7*T@IJiMa@gA<g4%F7=kTV
zzGmY$aGURMsykZe3y$L$WfT<?8|yz;e<xE>NVonQF15Rk^vwrVLWD5q70YQcz`)SY
zqrqC#kZZg5OifuUx~;zW6Kf*4bEv&CJqmXHn%HM+Ta#|q*d859;iv9&qS(i-&Mdoq
zry#D}4sg=Do}J5ByD!kkpn9}MSN6(rB#UHLY3{fM^<H`Q@TL{29{MZZy?u-I5~kGs
z4vud|R?(466j9K+YV;X72!=(n!NmnPKH_1St*tY-M7NcgzZhC{d}hIRrncHckAXQn
zW}6kf37MOhO#xscyLkq4mz13R9dUv=P#qOK{`K6a$N&*`pBfj4nC9x9a3O?rNJGBx
z=L~vIVKuBS5r-7u5ZbNj?iHG_Ic}F$vv&V*yr1*ZA+6A+Nq5$-m4YH_SnbwIHg(a|
zp*6-U-d~|^dm!?bhU|}fNCi+<zEkdN{Fb5lFiPz6;UZ?urqX}@M=)C+9^3uJ$KoUc
z$8b!&=#DL&GN7+Hj4NLbk&wuBGjZKdCiN9M<FqT5_54{I_WI{_d5K%{nwBOdx{Puf
zQ<guzFEgWuKO>j>@Cc)!Ve%HY(C)DQXnFsaxs8qdc){%z?K4+kzJs*;4Y;GB?U%{R
z6Kpz3NJ%NkofOaxU?+ubYl5OQwgv*q&706AgXMLqYB~%Q8MaFeV&PXG%DkH0QHTh<
zCaYb5SB>rMNtcdsgbTz!!3*AQbd#N(9dp$xtJ?1Sn^vCza)*NfKG+h8a3}>7G8c(t
zU}G9l#rnl<W<y;SusFD1&UlTxZXu)1hw>)ioq(2h(F^_7A51=19Ky_CFV7hdcW7Ch
za$U*A`c=ZY20j?+&KeEhzvH(B_?*_U<y9<Ds`;2;&e)pn&|JaCXCD@(A~xOj{}dLM
z%*50l;3~!W^oete_tK-CY_EfMZ3CJ?V+5h+t$vE34X?8!5Nn@<J{aPt=I!M^QQ54i
z=#Of~QgO&s!&}sE?qdUW8`70#Z8O$cSLYX~&1|>t?YFo84mTASu}G~aJTw9V8tHU-
zy0gyD*hh~am2AUKZzIHpb-Cqc1Qb;xHRF}Mv*5mC!d8b+&d;PkHl#-mU^cimdw=}+
z)kPh+o?u%^oW@V>Q8e`Zy2hrjxn&y)A7wUu0>&RLhKuiFtSZH4BYE`!Fo8Nm4I`X$
zwmY%qAbNsr)~V$+Y$KVawC_g2$<CgJ`dqD+pO&_uT6Y+cGcD_Ns3<4*p>+oO@*EuA
z@BISiLjan=5Ms9by!ARs=|HwdI1DJa5n^5VkT-K$Q6kN!Gvsx0j=z8XdQuTu@x>V^
zIIOJKeV>$nkLW-#Rm_ETbaX%qYIxO7f?i%+18*)*9Yh0a{!~p=+ICuqnld9qh}SIx
zG>u>cIv*m3-*7J|IRY|`kO?_GJExmiRx50Tct;aSo`OwMf7Zr+MB=%;%RS>Iwv&!8
zuFF1(o&H)&5w&4OY=`&u*RVuIxAD!`qwc**1B9AOXC;@#j%u^P$(IT;j8k8b<geXb
z&R5OL&=(C1n)0U7k#|6+cp0f)<662&2yia21O3KnnV7nCa3|REzJ7fW*r`ICo*8e(
zVYeWqLC&WRVIgC!=ZS0h(f<B^iwD-y&PO%371b{W-N32Rk4a!&4K|@I>C3p75dwRH
z<nCl^7EnaZQsb^cY7V3&gUxHsWSFFW`!C4Sl2V?dKPo_omfFpzrXb1Tr3i)##IjSw
z7$C8rc1dEgg_-6~yEBt^g4HFJ`Aqta5C`vajfcLo7VlTj!N9SMgxPn4XWQvQ;F_j3
zyWTW7ICyqccc$n_*5u|UEp#0#-8tw2Rg0U|n5`g&Cr{)eYc|n0Ej2&oR8?s>eutZx
z!@C~(;xtFrti6t6>Ltn8@>*J6x-ic{v}@R`e+nc6?3+N(0q(IwbAkp4Gg!7t_gjoc
zh#A*#yT53qKI^QAk6?C4sp-xStqx7v>=wdeokK<bX3Z<xofM1brBZmT_9fZVw2?JW
z^Dd2T`Bx=l0ez%1i7}Y)ofLU)y#8w~Zi09AI+Wq3oM#DkJOTqC#Ngx~-+mVjA)C|D
zcAqQ<eUzPQ5V@q23mT3KMm0`W*50(DhIFzUQB5bu$LzbGl7ctYGT8DkY@n%p@7}#y
zDEdSBR_r7M7HfF)WfNQmY5l*T$18gLO^{^gV31@~s1M9K3f_$f53AY(qZQd^SD)w4
zA>&IWjiC0b5SE#_>>uEW{xhDS+g<Ibx0g0<DLDTA?9_Gm@_r<eG_s_9;xF&c^#zoC
z7$7SIDnpKj3!IDOrDbJt@jjd1`uikpEw@Vwwu7sT5tmu=v`ftfN{6(v36+^(_kbnu
zjT{yl=pGwsGceu34A^#id)xIsi!w%R8Gy@+xos(vrDPOSM2(VyLa)^%G|C#>2epcU
zh?b!CWN2A>)t3c5A<+H%=@UuMO;S=)i4XUzTdSd`Ryy+DtU@uzZ14Q6jx?HP@8F=@
z%j#tL)yDEcpg~EhMS_RnjPM`mrHgGh7~}>~b9!=+vo7<v>`onuG0vKqZ$wmiRM53!
zeiwf+XUj{A3>Op@E!Of6SEd_#-q&E<C3J`P%)1Rma&mG4en!~Dq<^_BfRq8>F?=&b
zPR(@R<|4<AnG$GWV4@H)NCHAaU_+|VnM~z;hLV?=p@NZtv2iv-;ltTVc;Lr^go#yE
zZqSW~^>&*Rr^Dtx5dXJ}yBZ({3;r{bQs+%QHBgspIAkjd6GrcRUwPk+t=ylp(JHb&
zHZ(++4%9t0dUzn3yR`@lgtvtk+Ab*3Gu$c6)PVx|kTVyfw8&jYVM9a!c=AHnn`sxe
zy=|9ALm{AP+e+i(la_$Ul$%1AI<BejNal3{<U(m6Y)8b<zY7<@7<XvVqkH$BX+qpr
zITHjnujOEh*$o9iF!Mc0OuQ2qdhVsPbOe!X{|mGsfd(6srXb-UphwleLm1bCg0L_p
zKxhZQwv7!scG`+aM~$(`^-q4Csr~klpzOr`)eE_B*SyF_*fmjgqYiQ3ugBan%ezih
zK|ec6EdMaw)PL=iE{T~@8c{|sS}iQ8lGdRXn;25Z^espd-fQcY^Vmk@0cN0ZNgo_Q
zhF@ar+Su6GA_2i6!;U2DEUT8krmYql3$S02iRT|V^zQvcr}$|GbYqTc29i^{)h1e^
z7wOF;Wn^lhLOCEjm~gtC?t9y{rJ+F|ns%`_s%t6-E0g(fG;(<hd4qr=O3%c^#M-%E
zlSo!Uk10X3D$f26c1cp+DzfE4gwodWHM>gt)ZONn#dgVIw*Epud(g@WhZw$A5$kML
z&U#pt<!)>F;jzU+SWtFqt||^9S*Yg1<<U`s1fRh%F6X4&W<x1_hxq_ytOey^Dk+0X
zOQ9pOaPTd7Ny=6jgN)W;s@L%>bz8SJY8uC`34+;d?US}SLPul7%<7z_2lj`#%#T{X
zO&bdxeW?&zR-1E1JG4J8Z@K+h(4(@RUbZ29y{#IOnpRYfu{k=my;*nL0CBluwYqs+
zHO}?VaF`bRgUlh`G%Sa(9bYS&-?*+x<8P{j=7{K?J5GTC*+nxQt0mhFea45|47e8b
zOE1x>OgBjs%&f|B)846lK~hQNN0Fx8vMk7CX&|)!{x?=)#ULof6Mr0DjJa2QoSZ5t
z?*SQjx~?WKpX6zZjYGRR$bL9tqJLxaD1{%j9E;_aV@7*PG`MVeqtWUk??LJ#dTb5M
z4k^C`t%S=8eq4hVi?aOdJ6kG_Z+)XQ9lt2-0!y+W|GcKAX3=@;nw`j|6Ndxtpt7Kq
zS1KXZ`h`j2XU0R=(B+0eY!uSLVJ}cMVq$@r>lSynMp#BQyIax-k5Gs)Lfg9aV^t>k
z#l8uzx(>MzR$Zg7(wC@OQFH7SN9k`VyMKn|bfavqsCU2c-sBYXc65RP!o4&9xiWWc
z)v_4m-nSOPXRkkF8sst}?mPK7r1tMU<K*OwW?YAfh3mfvdLKfi4d20GrgoeXDp*vC
z`d%Mo4pI<B1d!h>INmG_GH)l+FmMAw;MMFos8feWC@GH|zo`WL>{C(rL+PUY^WVF@
zPVG{|ppvgPt`-&AVA76?j@B?hM`$lKrmy^o(RdaO5yE#<DfjSdYj~w=)fKE<gJyNm
z%9>*|vvI9<yL-Dl$olEvc;g249pVR%Z6C}Y+BYCwQuLfcM|{*1kOTb=8sWF1^_^&g
zUPIR(T~uZL+FKAP_*Bkv3IvaYinsI+9*7XOCOFUF`KS)%YS3y=6zKZ2QpQFj-}(Bs
z7eTZfu}i!e1hCSi^K5Vt@zz#{AkH%%ABrefCN*d?ub6njID46pFmi3A+&aM{BExzK
z*pS7gC~mRTRcJ?WI--1%6Fs{J@=E_TO2AWKl(vmsD6E$6YYm$xv#utts8;*bj1rF-
zyY!70?gmC8Zobo7O}Z?ktVC+Xo2b?lfIl4UcWX9<i^gg14VKB*<vO0edJwv!|9NB#
zCzuDoq8ABk4bM#-795KOXL((0pECV2<lpJKSH)K^47G$&K7bPf&R5xH-jwy<+}(|A
zSX=H(zsX#xDKC!%>OTV?0?t(s_INU!R8U|8iB=mSHlBd9$8;Pg-3ZZ;bwu+HSW!_C
z5hF_Od+QTL``EOtdBTOz2mvJDqVoXEv6PSb86q$hmf(+8oF7(D@I=j@qx>?ZGq9%&
zqXNu_YdNt@ehC_^BQ1DiF|KdyH|w$+1H2TsKX(o0;~dkX4w|Nnu3OBvS*avWys)zJ
zXqIq*pOZmh{pYed_utnKk8nkWE4nfHA*FFKK5?s5AIf>nj1gL%i~UnWT+WYjtuW)o
z5p`QCy%k)2OZmx_l4;Mwjl^hD<HNcA1@T6-JsHOu+Xg}m5cA4$MXQj~N$?GtY_aEd
zqb@o;S*ogfslxr_i9L6XR&@`h;oAB|F;Fbmf);SlU&13I;=0X9L_lx}7q>l=@q6TB
zji9}cL@!9z>&`rRK4zAebJ5dd04~gR-`N?`<{Alt7r)Iz#1cm_2?qzqfP4095Xg|J
zb$zQ?>Mzny&V(o)?q$q`tE=nG%nbhRx9J}qS1<M7ir<^^s>{l1`^i}X+M>|rVbvWk
zfX2q-r(AUh!3qs<Wz?P?nup6z!-UT~4vz{p>4vzYUw}?)0=8mQRFoqP93@-gA7_N_
z-S3`k0M)75dEdvIo9eR0!__Xu?qYB&)`4Smw)SIY=Ch@gP)3|;EbGaT2GT}McMCL+
zHf7@+@tq>?`~kUt(!=Ru8*{4HVHY?ve}Q;Ip!nF?ShcQI!hMhAX8)7<gQcNKp6!|5
zMu1rcc1(;B65oGs75PZ2JnVL*Sx->xHvN{ucK>p~7$k4n)}Eh|1=kxFck2q+k&|JK
z@H#Ur>TT7Bz`A_rOZZAreaYG@wrn@1qr0y2c;BnJG22dC_CvmUIFcsgcJ8CHW@FLX
zlGUF<QF;+t9y^v-Mgl$Je)<vI<V1YEhx1cU>9kjpxidk?3)192F;BiAAXyI?#AReo
zo0vV5CVykH^G_jHJuFT*kveIBl&p1J>NA{aJQ0#clumJ5047YsXDAO@6ye~qG2Oj)
zPj4KBB#)Cko&*2-6Nt#cJ)Lutx{X59eX|K<DR7!(W4U#IXp+Z8AKSsDH4Z!{=s%r>
z^gQp_2Go7fVov<C3R7E|_CFhlg!rM2Y*Pj6){W(kv&~}^y1Gzr0k`W<6u`cDA^?+2
z<IEF~)|eHBy}Lr5#ZUpq=Q?VZ5E((=E#(e}Hb<KyIGALMMndOa4tI&kYZEkN1F6S0
zAiFe5kdd9OsO>o;O+vm4z;n*_*Ni@HN&8>3PyawU-;_Vezt2sTGD4uoG|r^gFq~92
z1ZV8JI>WRXOAxz|trUJnei<XHb3*0SFEn?I(AH%r3$S%MyDbtEU)kdRjNBo@uQ@?R
zb7<-sqB*#^OAHK)DkvG59$IVDa_d3A5V@K$G&G{?LzI-19z+STngXIX>az(P9EW?l
zA-`Ff?lLo5L#Q&i{leC^2#M?w!cx1h*O{OIISXp%jYkqB9I-#Qy#E1muoCQSQd*)Q
z)_JU=pssEfdrN|hJRFFm>@Oqn-2u5E8~ZiwOKsM#V=L+*CP?@P<vE8Cr7#4Pr{?xh
z*|+ch-7hFaC}cZBcXpWz76|K8z64|U)LtKjh2r9i{C#$Thdnk9iDe<R%(d;Y`s|ic
zBaK7}p7T$i+7uRB%d=Yz9GOd{dli$TH~gOziiG)44E@Ti5`4a^%BYSUHc)*u=5t%O
z`*8qK@L*-197Lpt^|Vu{vSuUEypxB;Uf-T2jP~G#+_-V$*WO+NH!?Za&|o#MY8_PK
zi(e^2^IsT^<Xpol34kayPyu0_j7WRLz~BZ(p-n#~4cPL4i3U*Jk8z(X4y`B>kZ{A$
z$>MlI2;~B1>*M=rWH)cR!KMf#=2ANbxb_rOG=e0T!(bKzE@L^m!A^E?tYcq>#%U?C
zA(mN6K?jFiM8y`^iL+RtIff9$5Vg<FX9dA@W7`SP9OH27tqkRtzv5?OQxt6ckw}eY
zxNaJ$*<st-!<?igk^@B=0s^IlG{3KhUZD7+)~qW3f}$*v)j3a3drC)FTmzxt@YJSt
zdi$_!S4)H8){PtVbQ^v$8J9yCL-~}#KTbS2wKk8LcZGw#DXA}nBcKR?`dyJv^K<2~
z_RG&tC}U*N)Oi!cS_@TGkG7r~8d=#X2Kq<5vmg4=AMRL<^m31ICjZMjutA?8Tw$eX
zD>~b}>b(Wgk<2b32}!wVlj^}b9bsr@3xfq!!6&QCV0YSWP!&o`vpUdihjK|Jw9`T`
z_pPsw?cqc8_*JdvKm`O8z3%jI1*{x{Gqou};8m1h%Kdk6e*OknJ%XqZXjrW|li#{a
zsH&xPo0PN^`tG0{)H^ojHdX5ZVuLE2DVdpcfY5GFkCvJP?pg)1RY2lnXJ_ZG8VSH^
zT^&G1coQHLs0af1>*MVW=Rah`Qh9yzt7wrIFRVsO#7jhut?lhgP#HM5mTofU0LJO*
z&0uc^;9<w{IV~)XIrdp;X-z_03VA~|6d4irl5mxnn`cXN;N#=_`2<*zaQGSd6&J7~
zY>#Jus>f+gu+B<I$vFI5SNh0=U9*(FnzJu?1_-x?6vPA>_7;{AfkT2j)P?^nAPmd*
zsL39~hGgITTfjbTvCv6KE5!h@cWQjN8O#6Qb-nZFy7XxbNu30?-d?wxIQaF|c!61K
zcbfK3r5(r}c~*C@AMSxIe0N!EcwE@<v@b%qYt@K0Q`<YNV1KrRt@qeWGSENP*gEy1
z?TThtwEqY3U!(xUfAsx2RCWp@K56W111a={&*|x#HcYhl%yq++rBz#pz(1eSQ2QTp
z!3_cI17p8_uK(ZsU2IlSGAkFYss%Kp><-x66VlF1DoTDfRd)Vc%L;(!tE;ytDQz8|
zV`nPXx&;;6=9Hel82MN)Fu<=Q#Thn~0>a`;bLh$>|2bDWZutWJF-N<YY>h=dKw(DI
zM%=s|t@kF=+>=}^H@Ek80{^~3K4sA<Ee$LFBCheRh+RTjM$5@y|5XxHJA$A&bn}P=
zmgHCjJ<kt<UaU#Hx<mYV`V`Fu1b`w}mS26Xwe@>zE`7k+&S3?SnO6DmhtSg$yT-wu
zo@tDco;}Z1w{PPE*U2c&qzSgBJ_nVjh=uT0oxsD};IT3-ii^ucvXQ}y09LIV>jDx4
zRX*PK*0;}5eMEkFP<!aO{)=Uaz&bw{bH?Ck<G{v(`NPEc26sjm@y|u;KI%Cf-qEoG
zpX2Xfd#0?crlz5|f_eW92SPQ?MG2{w5VG?U<-J|XI4L6Dy@U&<CVnB5f)O4Zoa_sW
z^S-|C0zD8D9X;#(sOuI3V`JvO-dr9fHR#LlUthO!*o=%M^Gt=eDRvL$`D<aJ{3#De
z)mn-XsC`i@dcUw>G@;?w(`tM~I4>;}Yu_?p`Q|wxHSg+6w8L!#9@wfC;qI<ZT3W@q
z3?>XY!ar3GQyFNW4HL`Dqp;ilXSEo5{=qWjaox*cEyZW{H{N7A$rS0;47cA;%v#$Q
zekEOT<#)UN?;wIwD7F~Qva&TNZaHE9K;@rk@3p7_LgqRNO7cL1*V(#&s;R27a!z|T
zlP<H8iztO`cH}n>g{nKEn*Yi?ndtB|4AfruPgoHMV-l`e_x0$0)ZN({!O=f7v@-cD
zNIl57`=$Xx{@TYjy8ZQS2M3MuVHX>kCGS5kD%nRQkIx}tTv-_>JTB1{)qta;!{tf-
zAftbNZ8}Leo}Xe+cd<Sq@d_&wEb}YaIrwgl8;%ABLw$X-rA>Bo<P?G~TL#L?$_tyb
zc*sq0f85Zo>5B%&<m9B_H=|zh$X-=dRaCU8Fi0P7b5rlCJOmMjjkGcqSw-|h%(9=P
zrNwzZJIj$UGtrw_n7}nva7xnHm0U`@CF@uJ6I^zy$HyU;XDKPH#X+XQIvA#=x>UGO
zh=m5YUMIdzM9mu;AN?>oU0%b>%S+lp+DazxQH1-xjXNTCsUfE$XKTxLO=f9h#oEjw
zEauibD!*XmGeix*ZM>z#w`g5c%F@zMs8@(*V!fe$c~>_~x26p?r$pbqOLiGezf)3L
z2A&;(R<cqrTlnKaUua}vz|iADW6Y~payE?j?=SzXM?vEh4b^pDvfzW|3QvzT>u6%t
z{8e4Mfq*N@>-w8*C4kMHNZ7>g%VgwaT#YK(C-Ixi&d)A(9>gqM+8ALVCuR4zENxUZ
zilkawGfXwC;NfW#Q$XO&v`Zg@c4||aYooCkf^%k@=;4C^>-6v5&w`z_tM6~EG72(?
zxU;py4NMiL{F1mKxRXSdfY{6=p=Q`5U@rSK2g8`*n~KgSukzx1`6nzZ@C%Z3f){;@
z$do0gEag4%0qqOtBqNr=50c|C<7F;x@Cuo~#fS1pVGqm0_V=q-mY0^Es6JW$cD^pI
zmeQASo9OEO`{rGspKr2ANIgqgT~oGTuxJuRngX5@IdIa9)s&mEzW})+HSk(q62B#y
z@@XlSiLFLeQ#02?WVREbOz7zC(|AV{kv9`fzOk<&%e<y|)yL3ohn<ss9dFdKsK35Z
zB(R-VSw-pn`jsB;k|DBgcvaAs6crWb1Q)Jf*j#V-V0=LXAp4;f9^rM4_K~lP+wtk?
z+{|`(p(q>+vpN)GT+dd)haXg9W#+fI7}-k(0=`PdrlI1cwK`5~Jr`<Yi5k&u6L8RV
zDo=u6jCly()pSo&B~83%P|J5Ui{4d5JaezEm~lLFeDY7w4sVxzlncM&>0Qey#&<AI
ziOo1Z_ng?L^M2mm-j<V-gZL>O1Q^-5gyBL>bCHS(Hw}5+kF7-yFHp=rJ{@OCd;=%K
zi0MLEh96ep)sCaZ_~NT^GjlWPK^>M`#C%H1DwO2?=KL$pwA?R)400{%ZZO8+e}vQ(
zMCs=qya*r5`}Q>0T`Er4)M6%@i%AkqqpYN4;`L;2eX?&5oMXF8T2SiB?RU*AGz4m(
z=>&Xwv$L;^l75x<L4gy3LU3I&FnSu5>17KF>l^1sr>2<q@P7T~`i#rrns*WD$TKoB
z=q?%45$sEKw5Id=Kc~a8m9|a6ma2WC*K4Y#ru~<vvz~g-yw^L~5@qHZ7m7W^zz|Zx
z)^=-p?(P0XmQTZFI~K==wsP7w$v<Q3H{u0+!wCI#Ki>G6Z9MC@nb<mGyZxX`9bZ>(
zSBzTfC4a2FiC4d;m$r~YCy@Rh$^uX7X`Gz@rqcH565L6RWH*Vk<K1lTa1J7bZWtiI
z4R2<RSo5R(FCAC2(dp;DGlY#ND2A8pz2p4%kTc0I$KPB?-V34Ti;RkKdLW=#A`<7}
zPZiV<4s-*7DyMeobw<}0Cw4nVv5L#Rc!aE7s79n{x_`L>LI%!P->@*f<dl<><J~VV
z!zSJs7Wd@rhKBEb3VlVzMUA+^0wc`dx~B|qlod4}|7O{wPP%({*>oAMV7S?n!@yDu
zZl$&zqb&t{7r;j&exkrKVkhQN2-Bo6k||kefV`K}dIJK`*%{12>n{We`-tbJWv1KF
z07caPwtt{B;`fYC>?h|Z_xPWkxR7XDL1LT6U}~wH09=Hb*_lS=Pw|ltYsvag?h7uX
zn_^;O3^&i6otxD-Abj|+?Mi80S=Y}2d0QI%grg+6GR-${;K-kG<#teX(Nmi9G;E7)
zHBRB)AFDt2Cs$y+H`^O^gQc}Dx#{Y+5Xykdfd&LBlPSjKa8d5~b<f3KTod+iQjI$1
za%JhIW8z&*m=(385Mwh~y-G}_KaTSSxfVKZ{VU8i<pb{>Ru^9-b+fE-F?<w0+Ewox
zgV+l_b56Em861&%H=m}KiScco;3hw?s+KxM^rziUH8M7Y(%s#?5>pRTP2PH8Owfv)
zLKwR7dicaEHF>(g!14y2qR1NwS=LUhE>niEtgN1yxtT0Z+m)ld;T!qwY)lt+HR0vA
z4z8OTvEX^kA$^kNO#c1Z^ZD$DLOo_oYIa(2NJB#-%4+(&-ldZsTVHNPVv(l#yBiZ^
z+S<v)_<6otMXU*He4nU}9S@_c<FClX*39!`#+l2DdRY&`IQELG<|M9W(P#JLDT_G2
zZB4~|;=m6UQVjW@C&D((`^l~Rr9)ogvph@rjxTSH9XBjFAD3JCHom>M_Csg5H&Kum
zv)ze=jr-8LmEzPC{askiXH(ONk|OFJ{XGRTa{cE%s!hWZ91;PXYR|>os$vxjh1#~|
zq2!B3K6J7XadWG(Fc5i#+U;@-GTy;l#LZ;GMr#)IV?#r<>1&tv4`T4~n-ce%+4e#X
z4p-UZ<;Z_hCsvzHAvjp`rtK2&+>Sr{bIET99p2CUNJAJ3?2Y|?4{uD&1{Pl|cwUCl
z>}uttk{~CKJ8Awq+<Y4kZ_{{@=5{-`2ZJ`Oe@8QfSsHd+m6CaH;oRD!3-|5ntIqFx
z(Co!`<G%uy!?5sMFps112>jZ)nm4$5L`#$WrClL16hW((|7Pdv@4e9<IGyWGC-At_
zU~^hgpXN*6jc&{0&q(lyZBH?{&2_7=O}OL+C!i`Z=FcT;i*g$0^mhOa#yjfH`9xEx
z?k3BJE_QYB_PN!HVhy<+VVF&y-La;krNZQt{fL>%d0?jWYcN<~maBT6K?9Fn+>d_y
zU2(6w^+)XVx8f+GY>tPK6|zveJWPG_=KKg=($O<^!V;(M+lJ*o1>B_9?_`A)2JIK+
zW*shnk1Xf4+M6`mGLqG2YDE#!QiU}Km+FN@oY(aHA7kdd?v>Zxza$qX;PbJlSK&a+
z8JK311pHzy2P3FELfwsFte1m@Yj}x&_^G^C)+e4V3~NF>3nHGEC#0dt)P_FQ-&_0>
z)8e?{Qe>(be1it;)2l%Y^S_qeO|#RZb~^|(nu~eis)PZ1@2x6d##!sV{JcM<fBaU%
z7hlZSQm<kkqu`sKa}=tYmT~+h5PMO&wPhkkhkj>tqWYbtBS@k$w6iiY<Z6_1karGF
z1DIKggH0_X0>k_#6coEA6%jVy8-0kRY{k(u)@r0{T=5vAk4$w`9c$u$;z>KW@jij5
z=h@pl&fl+GERnb~pJpbtG%Tr-#w2P+t0RcA*lzT<BW9X4g*~Eo6DmxboWJ{U*jdjB
z>KWvoR=BdOE4|9-d3{(}99}P#XPah?rg{GsGLuq{Qiwp>2-2HbLt1f6x|50=__OtC
zxm(tQB<=n1eZvWF_t!?wd1#@F1^XFX={|a+T5_r5!;x`v9zFv@6ijdP9FK=bRw{Bk
z8!wQNrf|+GZ0LVj$Yk~bkLO@X`4iHtO$SYcQcf+S>>>|K;b1~fi#FbjKm;y9Pi%)#
z2#gW`pS0s1D-)II3z0`&LV>y{j_jNpR~yXc&nxQ%I(7w!o8b~)pQk=Xhn|G7<LqF>
zCe$h@WSt8h&W=`%Z3_rv<a!Ptb2T@9X9X^Wa)dIjUbl;1QW3m^O8FMh6_EPxhy)VL
zJOhJSSXNR{87+xt<*u&&vWjY^nN6V&D55HH*>6)kabGu6nt#C+ECEA-Z4rKS<8A5|
zH6_SxGQa=oBaVqX@i<|xwG9qFj!3NSlXG*-;Hf<RAA!mCy;D!J6w~>QMYx0c%rcau
zTj&@Ib~(waMBgXK%t44|wwlJ0!9{47GlEanTmEqN@(6kIYBB8oo$i5f@tmn%MQKJt
zDDXIJ&52Vqs*OXZgZ=77+>tnBChcdnx-S}dSxHI4wK15-KZNdZ(TeHULQykTUVk%0
zeMd8R!S?I4d@RzxIQ;1AgM@HoEAxw(GO!Q~e&~=9&wH1%=P_p-b_qaSW-GCxET2;-
zr_UPq!hZ#%%<ta4+uAS=_9vjc-Yu1L{eo1?X~dKu23Os5ygQX8Bg!e*a&MAsiCSmg
z=qfAJV=@!;C?H!jydZ^U2Gkl<;cb7VT6pq#G(F+u<bB9%=4J9S!}WSp`XohENZijm
zRcv{X+^NYSKorn>7tx&6)&>zAMn~B3BX?};JxowLg2d6&7*WW=(soU>?u+CB3CF-d
zk;}sER^HWkiYWJ@Trf=D(Ke^#N)Ob37k_{g9<ys}jPv4D;*oOhgz<W7*r@%%|BRYw
zT)j$;!?lj6Q>3rY-ubdC^46Cx<sD8DYj?=t%F0UTx{;?Ga|-Rzi(8k)So5;7im!+b
z_4f}?yw`1JW!kyW()g%j?%4~m-oCg`$mL-?!Xm!e>j~r(FP8asS238jwhs2sdbEN`
z5owY4`NBL!*86&Tbc??K=9}eB$7QEJP_;>Zx}M3;^y7h32dcME#!IONHUX}OiiDv1
zu1gy0!3btKbu-soXD<IOWL7ReeEf0OGK8b12yy;kH9A<<Gw@pGb1883^x-E0%=fzU
z+@4#cYGos4{V080c{VM^RIK?1sTHyHF-ONy@~j(n4`wfqI=Ie}!rCy^6?t~LxZG9a
zDd{gHzBSikM|$Dp!s@!0IYhc^c%zSFX!Bmp8rRG(&bLwlU@JAKuZTA6><p!}sJVVi
zRms^gA~)JBw|aZ&V~VXT@>29zClwphP7q@4-CnLdI6%u}0Cjb4jPfV!3ipYRb)f9U
zYf#)dL6Rel9mX8*?k<P;adaf@d{9g&^ng5}1or#08dv|_*@aFXdn2X~Lu9gRw7Dy(
zDK(m9JP_H9kFx~}d%!uml?rom6g~YCP2+d|)0Tqs=jY*5t6iwds!9Xe2h@TVR$MD=
zOc1pimP2TvQYM@)WAouYg{qRs*Tpa5Dl)Fg88=L5GuOL0WQ5w<+vl@WX=olY6w=Kq
zcs;G;h_c~o4PmGk4kid5M09xL<CnX*nXfK{P^iM~<W4th^4{n1wUZPj(n@BLRvw5;
zKI}9{yIOe{!WiFbo_`Z>yii<fE`wnc|1-|=Mo0{f%syyG+>ay!Y(wWQ(CcTOuAb+)
z^+V=K$4A+uq7C7-U4Oyi#**}&hNiDUDaN!GH}Ek{e|NR_DTe5-p`P0fPX|e!TrK(j
z{TUx+VgcW*f^3R}v^Yn3%nn5qx0oT9kMB#fAK9>sP_g&qH2{mWaP{H7zWbqi$0evV
z^uxeuA8CrH!}qn&m7t+v-W>7s&gQj9ZIQ7u*BFg7S%FLJFW4NA(8Oh9^W<ko&a)mo
z5Z2h`NU5vS?)tU8Gm=TjgU!fN5?Z>;Uk$)f@l4$;+QQ)FFG0Y$mbb?0pFTrWD@=!2
zj;&?i{nmZ9oquytsNx2|5lq79dG5`jBM7{VPi;erQr;i(?mTZRvbRp+0oE@jT^p>c
z01650yVme!cXzj_x5&?qn#G7eLzS5${3^9|^HX$v5NJ?Jp7vEclXpz$8GXFJM}K$}
z7jJm2nrnFc<&VQ4$u8xqF%<(n1WN;Wgi!3hev+oe!NAPb9fI>JC~CltJd~OZv8_=e
zJjq%y(APc}hTt?rM36?<F5X{W=8S7E&{XxFy?mu>GSdlCnSHW$$OS1T{Itx>&HFO2
z`#LEnN2->dNs@2jCmx+~?ai7pXUd$HQ)6Qc=|*eAwKc#ouA+}Z-~kL~OCJ@6H+I;~
zg^fhPlaQVvCy%wNrS83ln~$OE$k5QDjvLI&lgohY$an-Q*8Bg(XLi+xQO&2KDKG8;
zY%ks>g%<`3w~ws&Gst~7C=~pq@yEgQEQtKewM(If2A^ZEP3xdJ+^yUnl%XylXKZlP
z!f(WZU5JtKmrf!qpMg=ZJ7M7t&F5Q%Q0kA9>omDMSv-{34ZN!+4I}rzu>n1t%Fp8H
zmv{I%9KNPij_M#7yE4ks(BrWU6T-r}catDxdKkrXU6Y*hI{gY)g`k&J*NCrD07G$B
zQEwvAKmvIng{qg=87z22oJZM)+*BbAdT1tiu-3P|mZ2VLJ8-}7o$veB(6ygGbwE%r
zcFBRBN@6gtO`45Km}<j%4CArg@{uV8Xf@dkLd^NqK;Lrq@ThSQdgdDKpPJBbHw_t8
zNq38~>N5|`xWm@3wSs(hcDBL9LYqhiW(Ka>nxRcNMKEUFo}#N0HNcVclerr4YV~4a
zXyw>|HZyb*%qRz1!bE?21fU=4?f%=o<qzrU6;*B}ts44`p#H+ueUIgJ*nQ+$=Uief
ztZyFAeJ++{a{a;@w_U$$h1L401>YJi?V+@*w?uV~%<6N$i!06{uAjH?o2t1H|Afzc
zZ{bV<m!Q}e^Dbt#k|r-rAP<6kno8;=$=Tf(hnT{6M+m7jx2DbG)9*E(6FU3w(*y9<
zx$fY_Crgmu+CG`3R1xTvsqvS5$>ZTbO_^`U<hm2Pxu2<!{5$+Q5gOfigI`^~+Q9aj
zbI$=L#W}w6=+!5J3G%JkygNLaeUK}>D(#BjQdz(J_jozi@Sc>^SAmK@3qY{5gJVoj
zNXuJ)=a7s%qKT$&f(saN=HcOoa}Na<W<(%s2(-2sx#^FGhhx~3x-<JF(<*tYL%`~(
zN3))E>EO{)7K85oxR@p7w$Hwt-<fi^9tYF<PitKLBK?T&G?Uj$x(D+{h2Z&AId@G!
zcH;LV_3I@JFI~7qn=!VsG%)c9zo2$uy_^SP6uY_m6T{AqamKh&++`Xd(FwrcjlN99
zzgV2brN!lmdOIhg`g?lr;ucfJw2G<m#3ShdAPL4*#EC&)MSsL*MEWcPEK$2gn~@3L
z#FrM*dg(MARm#|~8`&7qAhcs3{aU_Er&<{c(v%dPIbFgrGw6XJ7DM~Q%mV0Z$($7z
zKWrKy@sL&d7jgZK+Bp)XtY%ieNAnGhb3wI_gFyCV&De^~6P?iUuFTcdbX@(BAoErq
zeXUnXLiKVMgK$PpjuNfp0_Wx>lOojpI;tR$hce&x;fS+&Fd_1RsT`Ws#$2&oTq*bz
zQ9eLuoJ(k~sHkx4PmHhXHEYTk$!sjhgBXqdIr>f}U3%2h&C!`mfy>0{%;EQZI@|l$
z476Xms8t~8Y9K9C^vMJ-ayzx~4Vft)fByxX1z?f@!3!lW=srAToQ^&xQBD8eZBRr?
z&%}b&^xDQV=U2|srT#~&w>B=~{wZu${;fzzd$S{*m+#Z=Zb-<ebu2S*T}a8u%wnq+
zGmole<`y;Ftx}wQ!U%7(@2Ldb-L0*uhtOV)$5e5Z%w@gOu?+&c58;+BFRk{l*M+XE
zwD`yN7p*?)gqP_b73_vsly{*>l6{|h?`1Z4?U0o)wCL!TFQldA#%rl8aAIg(UscO@
zDXV_}mAT&5d9b{qDS#(Yvv&D!DGC0J&DNrgavyQ<v_UJbHa--Lm>DYM;2<F<y?Lhb
z+IeVKY;B|91TPGx^M-N@>eeUwC*r3cEv9-KZO<FCT>Mev5)$Yi^6|N?`R)dH=_?OU
zEzgBbDHgK4tQ<2_)56d6OC~xxiD_wR83j-H7#L{z(o0H8YV#)d2RUi4`P74nEsIur
zH@ScfKQmYUSJc<aO7)=j)mJm9($dn5f|s$PDn=@%;^O-HDNR)kBzbEWYy5screo@Y
zVQdEm1^_BJIy%ZII3*qHW~UgA`UR(RF)Q0|Tf3%9rc=vMdGA+J4TPlLz)&>R*|=#w
zH*P!HZfmX;!WMaD*tpzuYpJ8bBOWx|dB9;tbkAsBU88O#+RC^$S=$y609$+};LwyH
zZ_9R*j9VX%F%aPlu#tqI=!LfSHqgbjwX=oC$fjrD<I6cQSl%BKc8_IXU}#FG123X#
zs<K-08FP_XzkNNDiAS~B=2_-U!{#@!EY0WW`M)=vieguF-J1hA)RhzorI@5w)n~dr
zD;(v%))2?SjKf!Ka8Ua-Of&zND!Lajhb*!X3RRZ>5YD7CrrvjcaN?I8^H0mQ4!|V$
z6$okD|IV1mbKswwo&4+g*ugqp6k6P%GBKj224Mt7G`Z1hXlOu8RHUu=$}ggyD%hq|
zxB<=J27D&SV%fbu;Yb38Qc-sm0NJ02F_s5p*0pB>(BTaLCn^TZBg_x5HCCWxU!;hd
zpu9<Gc<~c*JA;bDz|g3T5|+ckI!P4cVzN*Mhb%}hf3$|t!q@Aa7Sw7a)E;~ip|tdG
zy=QM{#B|dX*(Il_8E*f?R8=PtSyI|L=H?_PC*xS=A^Y*4vE2|iKsbW<o{5#&p{co5
zSw4=uTxL>3UTL*`KVY*m=}EP<Mae~lNt<)6;dz!s|NKGe|C>vxf2QD1IXO1HG`GCA
z(AdVNWq_dG6j~D?*2}ZH1d7VqcP63l_%EycI<JDV+N$iTspvSiBHP%B+t^=sy^DoC
z1uk8T0#@*^7R76OGMBH7ohUv_?+W%jIhl(SA_K}g(MRWC6u31J5ru-C%mJ`84nX_|
z>U6{RPvy3RZtuOSns!s=y4ba|{C+mHE9gnZV~vQJmz_<9Ya1Ss>nzL**uIsh;{8ZZ
zN8xd3mINN1z2g_Z>RnOvI5bCV)t(Qzg=K7f^MmK<>FGdIFgMYs(AsHOdX#6!xYYB2
zXqhOq=2oQCOv^)2zY#<q9+jcK8bHNgW_y}ktkc7V34t80<;BH$FF0X?c%kvId_bFu
z?UAyQy5ojd8iVRYr8O7P<_1>z;9G_mIyGuxa1u+y35tP+8^yCJpy)!S^a><;8o##)
z<ZN*Yq4l-xjgM~*U4-^45;CeP)3Gk<=l58PZ2x{V{*H~63ED2uQyqKKf{V0O4H5(r
zRNbvr)?vQYyOU?zzX4S9?Z$4>KkdEqYXhdXsBPe&QH)3n(0Wl`g$~jM@-iH;NHDM}
z7;YZutiJjYX<7w@;{1{c4eJ_?zbua?$Hd;_W2p_(B`IWqbMcR2_YQ5<Bu3(0=69e&
z{Y7H^p_vIroM+UAKYe6?fP!a@%3~&HV2mxl322z}q-Cdem}LqCkpM;QKwTni4-*qq
zzI8!SB?CvwH1v_tc8@UErUtj)Zf~pb>a}+veSD%rs+-9Hnd9od#5FJoLrgfr5KvsK
zOqzbWpYT!fUIO*wyuUA82nt2K4w4)L(%Mj<MLCFR8*{C`Qt84Hx@X>b$wcdRVy1k1
zL&jaw{OTRM-?pk%9CTR~hulse&2&$7uV_8#<)P|SBiVR~F11h&IJOPpQ_{ChNK%xl
zwP)m0rLw!UO7pfb2fENh@=0`o;+bc~2M;oS6VmYNlPhyiFfWZ#vSWPgJ|InR#!;wt
zw}vamyQ$%kp@jrFXzRY|eT*zC6HADFOzQyx98|D)+dj&+kMsSD7j}0mJHsjFJMCAv
z{vYbzGO7xwd-p|9N<vT?0g+B=k(Tc6?(S{`>6UH;>Fx&U?(XjHhO_WJ=Re*L_ug?o
z-n+lZz#Z(>YtH%n9{q-T>SAz(n_T9)8HrjIIel}iWFJ>hw$AEIzg2IUA*f%qn~s3`
zFF&B>3xvY>CBqR|aW=t(0zlku4$1}41Qbd%sM)ANy^fRrl*0RKhh3w?uH(%OtTc6n
zP&XFy`Md+q>&&RhgqhZ8M&-$}1GO9`WkXOX4x$`;b2PVu4}%K#%PyO*g8Q!4a4ZpR
zx-+tW|NgXYiJ%S21^X2HfR@|b#veqQ6>DBRCyzqGpV80x&7EyvgY{m05gn6oy}Z3<
z*@KdenzZ{&-1|<X|0|6ptJ~`3rh)*xD3=m(91M$-@!0`JOq`p~)wkbG5<Fd5Rz&N4
z)L&gOZkGb+1rtxZ?hEt=s>a=mGo&|x9#*bd#si4wK<j`{{L1ye<>`H2_Uiagi!I(F
zL|V_bR$)z_zg@0epDGm|9*`ArzCWaQ+U;anlF^vk!^w5jO#$r%0tPXWi+a{{G?YwC
zHSCOs#+wxNo?{mPZt*eiu<fO=2Li(I^Ln`|k9E?5hFW4SLS||re!)}S0=($lz~uPY
zR8rz-DNBZ#tJbPO$pTOYxZI`A;A_Tc&dg1-e1#+(o18?$$3I?Qukd)h1LD)`7o8}8
zdVv&VP;juhdw>!+{i>-YgK{Y#Pj3M_fPnlLRwoeq1;W=@E_-bBL@q69gswqBK>_*9
zJg7z`s|96PKnFWECX<9MrLIn`0yJ@FKsxhcD+emeLAreoOHp2aa+F~p#S+}17P=D~
zj5~OMW$4c4<|Poe4=1zQ0vY3r-Vr#trpCuRjg5^cRes{)S{@!g22cl7!!iI#1J#Gt
z8VXll8fx*@G4cw%a15!OPg5AlU)C>l)RtY$S)7E6$I;@V&5CPpYO`>QuIFVNTN$>2
zG89yzC)63@8<9P!HvV~N{L|R3hX^W&`?l2|{OdC1rX9%dKg3nxG)^osq(6;CU`@lM
z;WOP95mtK`a(3xxX$iS80rQ*Zm8j=l#cocGwA0Dh<f5lH_ZfYXA8M3uUx)f-r}FMz
z&O^Rc^t2aqtLXfgpO<@7zU$gK6;hD5`R5=l;&GFH{cKTPuN*l^wW>LKf>39DBL)la
zy<t1+$_IcXsrT!OWv*zE1c4^2AE1YafdM$~H{}WrMvjHrU*XMPzir+cg~~8!1fjL_
zZm00u*<FAl^=kl5NKk!s69;$;K+RJ{iG_<B5*Vmlrqjs*s#AN3<KhcMtT%d4Y%f7D
zcsGc$_zTUy>e!J_{lWYg=;%uh^X6ThFFXXe_asJoYA;f#lEmPZ7vWu<q(bZz?-3sZ
zJ3BkjQt8-oSOJ6FAO<Eyc53QFATeN4wgTM-N|n*?TQe#{)|br}wXIozBu5henKy5@
z+Akv;`LIeo5aq~aBhaslWdCh*-I;FIN_kAdB$uR!aNM}%w{PM(l1bIukM{#>8+*X$
zWjxG)x%pN)=+6H+8GG+gQ_HQKem}K^y;toszi%Js`?OGcC-Ot5Oz~w39aAHlzB~TM
zM<3VEeW`Bb3hN`!XRz-Pr*i+~ZEm=xWhGJF_o)gq*)J+EcTI)t!=$+--Hnju_VmR9
zP6HrY;BKm@++4vZ#M%UUul)j?pQJ=pwZ#ZqP#_x<t2p3vIywIMJk(e1FfPpiCLWDm
zAAWMNh41|+@p>X7TVG;%LGyssn6lYI?Wo#^%qu|PH68ezUzAssjk;RiPqV+za4OdT
z3S(HW=!`-Aae-pVRF5P${ds^AVU=-cAdvu303ZY|jX#3}kFL&!h6VtIrw10Sq24co
zn(^`RL3{7&qtw*&h!ZT@2gdJ>=c~f#6`zyni^GPBT}i}Hm?V=JmMtBv4CAU!ed$hV
zB$Jt@n=!QuEYoF9mhpy@+0PXm9Itz<PZg6I2V&Ikw1dRcjLO~|QPSnUXu3PL4^kw@
z3Rzvun`T+Q>3MeQRuD4vandsoQZ)A^UWKFr$z-Yi{wzdw-mJ|ljN3aH+EJm?Jh$WV
zVFufC^~L0IkX?d?f!TzaT_}GE8+o0<<P@l`dUSj_xt)H$adi@6#ahGjXj|9Rc#v*Q
z3}m}nDl?!8efg2-u>!HXWg(hapjCD|m7%4-HAZhh+EA_KZnA_#EdB&YIhz5|B#KlL
zRLk#A?glwk6&DZb5qDutgR<-w-&tp{;sfxY3(!Dp52uyLIdy+@#Kbs0K2{u7!)CEq
zc-d?L^3@rrd_XaGX1&TOZxkXd92{`!2)WyN5y7F;sF7ixBrQL5rJGCi)q=!@{j~ZX
zl)A&L{#s+USORdZ`_&nY!3E|Lpdz+hjER=iuECd8SR-a^>noSdLm{)5g2m2$e`*i_
zP5+4pc7fb_q<MK<N#A}jZu#+~gj_Pu-`}Ibr%H4-8dx55=2Es;{_0LFX`v)9D9uX=
z0u!e^wMS`Qp@x!*ylH<x<Px0j)<~P0+(nn3OU|NtD>NtKZ$2>;C!8a@ZKq&htDj!R
zCf}3z_YJ4t)E%elJU4ZoRj_Is=!wp=9{c)WDO&Ip+==qysT>%esq&jaBaU<`JVV-l
zZCM+)qiuQ5<ri}lN_M`ePSl(ZO2lt|leUM>)B1MG<+e0$Q42qu-4_B0>GOOthvDh$
zIqIV6QL!YGDns$2c2>D(YNDqD#oPskuGp2fQwSo4iLtY9BWDfFgOPhH%2me!#sq%v
zY)R86&Oap2f!ajiRFy(TA)PiV3Adyx3j-s#=HLMaNi7OEAI;QkH4fCqKC?`&WHmRp
zQnN|+jLrg0KuQ^N+_!a5xXa+g^y$+oKw-qN0l{6j9`Rm?DL}W!#Kdfos3oZNngBQG
zJ&0}s31CTgJ3H)=-S`c_)k6^4$<5c4Udr(G5CM;nQRxIog<k6Zn<^NJ!Ir0Z^aWTD
zf^kuo-Ni>WJ2|O;W-<68cX`N8vY?MIoE#gY2ZY_ac0j_>FOP)g8^#q8_jK<RJbUHa
zNAh%B(7!Co6`QBNkR3wFz@mw}Q*4V&#B7~@!`rLCiFSHn-Q+-~fBZOnv80jYzfmx4
z8L_@R<Kv&|;r#o|^O@CHz*@OZfG5G){DR%JT+<^h>*3^7IWk2(C#o0J$KJLw#s_X_
zb?N_=Hy!H7$u(?3HMB@o@_g2EXx_bF0TtDKSZd(LFym=~5!gRA-@@(Zf9!7Htg%K0
zN)}v>s)+met5y!L?enA@A0MHTst?@`2Fzn@?rXXkmYpmLOh@Y5C-T6g4b$JmOb)xD
z(B1R|JpwZEW4=c~XP97umj1K7>KoG))!|EAOJ$#B*{!0y9h?)AL3vAK__y^tU`1(e
z!VPGg;H*^?-2`SQzkJs{0CDzi7QLuxd=!EAB6&C`P)S6cs<^n+1Cb)AaO(-wdujEq
zL|qaP#sL1P_9CZ1DDiu6!ln<zrO!fZ0o|w)V{7kV?`r-dyZMlt&!^Rv>>;)1$JjHG
z0*iMQx`Vfg^>?AFjrgfgA+6S=91NDK+z~Os+l6Z9Su!SFZ%b4vT7H0&EKK$QqtRba
zgP}5~hS=T^O2X>13$gyZ-+Q9{>%N$q+gvxvvWLzQ)|1S3{m021DEbZ)Cs%vpq&Gkb
z4)ot7*UI<eTM2n;pKkfHuOkIifmpTuy3c--ZaP)et^<^3ci^#K%&8vZ{8@11`gU6+
zpN7X;TvePN^^(hSyvB5^+@@07`v(^LTLg}SZNgZJ5+1?0>9<GK+M}41$^*4O-S4k@
z-GOfk=lVy`9TVeejM=0w-kLTwKpYNqq_<dX4rcoLS-op>!}50Q>n~^}#=RP&&Ayne
zAqn&2r6wDe)9m<#oIiy+gVW24EWPan8_pi9NuQ+Yn8kz3@9ToxA0H#jPHCx~=hG1Z
zwQs#;znN27E<^ocGwYb_p4P=N>k>v@^{$oT(i)@jvH6bNY_iI}f%mga7+yh<<=33(
zybw_ieQ<&~2#J(z;mm$G@u}M0NZ97-l9ySszG5?!EGz1qOc={Pbl!3>HQs-W6P(#a
zy6&4Swyo4xTk>d-SdL;F<&A?+DQYY?dAwGAVw(JNpK?3){ZtvVH%|(wm=*t{r`5x{
zY)lsy`(whx_eW1s5J-99{QYY)&E<65?c#fhXHN%^bVfY_Vk-SKV8gNC^!OfJ2!N(S
zirfj{n@k79MI<C*{cpe?y!nzx*c>JmPt+@}1tTvbgYb3?oQ8BKjnnpl!ni@^MPe~E
zQ&d+syPynC0-g9G9`?7c(7H-=(3(viKJK4+8W?EuY75;C{f_bD+1u0QX`4@{o^Cq8
z9W^S8Bu!aRsB&TIbCAc)aeWCQQjK+RjZ50e4piUpvc_e?-8KnBao-+ILc|1fvbv`G
zW476*zhw#MwyZ6lo?4T;53)E{Q~e6Bq@Q4?{Om>HfMxYoADqgb+(^7wG1XG>*ExC`
zXSl$@P`tzG`FRXfwDX5H7DP@0WU++X7V%X1?5&Z#At2hk$qCmxTsp};iLc#Kcsu?K
zX0eqvD9ZAU0tsMFOAoy@P97MbiG2YH+0?A*wC8;UNfn!>5}-5|(q*CRYd$FNkLEBO
zN+$R8IGCYx-T~WK0_BTR6i5KivVaV^`;0ZMATyJ9Y5NAqsj5ut_woy(Irx+G5sS<Z
zqf!$LzgVQ4wiUc`<;8Vw{=JSBm(h@8=xEfzaE^gfc~X{OYqGb8=zxcdU2oW?rw=py
z(W4q~KkC^%vzbTcsb&YhE<7i^<*Xf?ye9Q~YyTWqZ}wK8&jVH*UEribF$|gO3gGzw
zfB|;W0gN<X!_a7~brybqbew|6??Kr`vnsRAy|~y$U7Ptz^PG=pLChr@EvwCe+XDdL
zvnmW$yYZ$|Xx!m{DgtvowR$U!E~e{&^+}CVM$}557%ZT)i(8;(WSm%$2MK<VQmY%8
zTBx(Fa(r6Hf6hGsSG1abeCRiCdU@~f?~^F^CqhKsbAG3#4VH=V@U-$*1Aua3;qUBX
zjV9Rh2K*A%#5`W248<;D{mrcswT7o+!PJN%YBCzSnVg0O!Df@w-f(EtC|UhkCQZ-j
znFT6c8aj_~Q4s})`(q4Ea;^~JucUs2>%X93{F$A$a&?PcB{}$P4p|adNySPSXnQaB
zik7LaUc|ORBK;dNu{Iqi<e2rY8@+~zXWDgG1N@c3hKi1VpDmAvbSue_xxAhys%IE0
z1Ahk^-}zUIo6Q-GeO4eM<6s{ZVMSw?lG~69#-QMm>d1$^8P7lu%2<1ofzD&0)K|9v
z8xTOyUuHv1&|QxE_JYOU&glhjvAmd~k9FflPj@rKKFrR*c5kqqw2jGH@7!1DuI|c-
zrCY)93y4Fc#@o2Qnl_*XD%xTx=J*@<b}u++7U`>jF%^vDx|Lu!cBR0&E)tq5BS>KI
zA=IQ0px`dFf%Ya7+hBm~`f0+bYZ53g_w;x`iZ2GS781Byhnolu)_NCBny2`M-dH(W
zR}1gjq5y8DO!@WW=z4}cQh$FfWQ*k(#lrnVf61oC^KV}N;<{#arBeI*hPH(6sX|r!
zK_0u&N$NQFJLMDY2|q1M6GZxAM&0u%7-}jUVS5j!sgSy)KAe`D97}`Q{E676sF~AP
z>%nIu;R^)M=4^`bGer?ZeYLb=waXgAJI#k}g_mM>38Gc}<f_G>4mM}{;&NWdf@EuI
z)oLn=8DREx0HbL)%D);3pcBEIZmYf+8Q3HeR4jBo9P1P`G($?fu_60IY{wxE)XL?5
zyiI9z0oqIYbfxJyr%pJ<t<XtQxGSMH)#=K258+P`<vP6K<{fVoLWPa_eClu6k*XSd
zc;ubY2F)YG1kQUQ(qd)X@PXrt(eAWA5;9FT_B@XzQ}J)-qL@D^HDW2oYQzcm);^t2
zE~sUa7Fk}4D~?SR^?$B##4uE9TN!5YcuaBN-#?wUkN>q^ZK=7{JNvy`wTsDRZDU89
zl6)3NG)0+x(Ube6A;KDmnecq>z4Ffrn?;-JM}5Oh7e_r8{Kc7GFwJs}>5G+;XRxLL
z?d0P}W)Op{Y?23<mE&d4IpZAPH-H`BcL0-SKc&1HnRi~ly}8MsgZI@+%UQp|P%W<_
zv`D#vL>Dm+Yr0%t@C{Np$CXkg06#6|uO#-*)L3dV;!gw3y2|WYq<7W6kK<}NCB@R+
zG)$L7s?7>Fv4R|eJOi)_;P`617s7V5A3K!_uc+AApgMfglWumD<9f0C94ugZ#Q7~3
zfrjhbJ@KH5|MSl5bzLR4PH*keUM#-HQog%}v$(ia7n-tssqNp0O==4^6Wq1Sl&8ne
zu8Sk@(QA3Mv)nUWORQ;1OQc|%-%1qh%<wE`5BKScH0IXsb0r&PYU<J;Ov5c6W!<?3
zgyMG>yHUhPxkJh4T=%oXZQdZ<VjbI#gvWkUWa&=HUasEYFuDz(^Z^o!Ri@KtL59P%
z&`7wLhbe3<=N(VVch*@F3NJTHMW<f<M*yKg3^q)2;=<^374ZwjoFvo_OR;Jw>_i-H
zc`(U}l_;?3s;V>E|2w_Zcs5sUY;I(;ZeD`y+0tgelj?TldvcR)KELfTW>i(HP-9Qg
zz*2iv*|jmO8Sfz06|(>L2XDXP5p2!a*yr`#zW!P~R|Dyr+pOs@%96Y~L$x?JhNF^W
zu2=)Evzf0>CnqrLQyRACf5@2XAD^&{eb8N7N{JTiXRFq|*L7JfX+CrJ%f82&en0H-
z7@)DddZa{ADD97gpPI^bePqEwdy@~NTdD4(Kkkor++-#E(0^(0322qmvwLfGtaS|4
zfEpMfoOLr=_UcF+KS?$vWIw;482;^4o~+?|m(4P_>~^f@-EL-f`fV$+$2*TF;Em00
zexXbR=%gkSxkkspOf9L*j|xjsTU)zw9}q;SEd@%bUWAyXH!m9CGiXtTzSVaB^KI(d
z91udTnY#lZ^s|=m!FYyaDd!6EtX#7$v}C&>Z+_$pH$r=bTdVyCt#IR8TN_qmt)9~B
z3~yf?8^q1T#f8;<4^wq|zLeHHpSP0Y4}F{zSPaEy(Q(#I@$~ZdL+S}>KNlE^bC>06
za{3+@*{`mmqoJ4iNA-)9sy^Ev&p+R>&sA+i9hN1RnU>T^50~}D76pdv--UT1;{RDO
z4$o@CE`RL*SklPxkceX;F4?HMbQ7+qv8+~kIm1E@7LgN09Wyit2vSrmMJkDv5YygY
z#G`be{is~I?dgkw>QPX?!mi^RV0C3in2%=g=QSiUn`2LYF&aq^=>!vx$9HsT;u2mK
zY{8HiYF0dzFEG*EoAPjUMmCDnInkm!FvQ&)R{BRFnkH!Eqp}rFzRFXqCvv)KoYSXt
zV>21w+C9H|V>)d}n`AI}*Ou!Sw}hFfo9F6!5p-6->rXGHh1Yn@VzfZTzO}|xqw?J8
zR|y5CoL{)gM`DU+>?G#}(<3a!55!d^KbYhT)|V@o1>zD|)^pkF3?7fT81dg9nYdn8
zJ}Q$&4UfL})WlVA(oZ^#8D!QOuI0RMByiyr3{8`Jgg0&bF*bH2c@>CvV`S>O-IPhX
zC9l0<qm~a!&1dTNBbOer)yL^?B<|-K9^11(1pq-z2qiixcNY_I3MhvG<`C;`Z)roq
z5*W$b+0;SPt(fm8+YZ6?1KR|a^|^q@yUXA`OW+kaw*&xGV3Q(Uc-hZr)Z#gz54q6v
z)d1@5p;yua_2_ZPu^FJgq^kW6u%>}D*xP$`>4n#N((l92MYRcs^mJL``Eim<>#x^B
z|5k?HvF9{n<I&Yno@E1CbE+a}TY3hrs<W*cJ6vWRxzp5N2U&d}+H&oC$=FcG8^#aa
zd}UyF6}diEkqHbDxE^lC^Qg@{k9mzB`#`%k&(!8fkJF7Rg32aH+hJgbEE<{^rqSe}
z=vx#d+Ph@N@E4{_OauRoU|OM&=GXM+mCq@&sRu2!cXZQ#Kcxwv4QZ;?EeVzxstrG^
zXOWRF%F1+-K42Qzc1JRa;V@cEt>-n1#+BqA3dpmpiyVexnMpoA;+NIDgYf$Evg*C=
zsci;I<*S`h-NU)6)t9T^KqAwA<M~i95}9RR;hvt_5Aa8Sq3{5-Ll6aax;`q&F{7ZO
z0zIHxdF{G<zvPFwyJ!gs9E*a(z*#^7XyO5sCDw&|uRcPbp_uzb+m8F>jLGBSrn1be
z$>p-|m-QQ$>!U|5a_@U)F#Qkb$Gc6yX0io94rvUA5_8)i5Wo%=lZ-WRni%fyr)0fD
ztgo!J+ndM(CmYR}?%e^f(@&>LPPMGjB4V>FRyBA#mr=x6A1-^QOGm|GxG|yAdoFpK
zgb`tL+SpxSHvomUEqS@Y;@yOW%J^CM!fG2L4x8g)>eO%I8L%?PsPKZdC%t?8ZH83V
z<0Hcq8XnWl#mMjW>&xUQU9hu`)lVdpz)yX={5-E#>Da?Y*|MO#TUIs;M(XpJ!aCkz
zgVol;U{(Ujgi5`eYlVX*a>j#fe_7smv~SRLw7{}i>(p9x?|Sx!qd9lExTKX=a5RQJ
zCo!gPDV>no83d{pU4}0*%mw{KpRY*}h8^Co4c3Z?B5O>o`JLQ4U+i9>8H7`=cHD%P
znBI@!@YclM66RA+_SObfn@irKSy;)R>oUl5LO{R~t_O9(MOgC#2g7R+C))y?Fv-VK
zAY#^!N|0h=D1QFac=J<&?Xc1oShRI>Jz4Mh=Oo*RbU9H-si{5mYd+B*QVen49{?}J
zRB)r<x*H9b;Tl#F29J}W7#Ah0+n0EsH#T7CYQCOMt*6xOvfml`Ef9(w)0AMCY~2Nr
zY4dlN`!JWu&RYqq{#e}%4*OHoOk41@tVV89%(Xax^?;n&1gKU8ZQ@~O3yquYaGS+<
z7<mV7YU^j&=oSHn&6ywB9GQ$37~Mjf&VLKqP%-UX*2pe<mY6Qz{z#Qvn7B=y5bpKX
z&49aop1A<L^po|z+Srl>6#Gs1nl5t^J2xwZ(yF7co8i=50%?lz)`#<+C&MgwaKRqS
zW@7#G=iV;fv<U^4@lsVD;%I%ErNrOX@e{-AuENOGT?URGAJ(+?uO=Q=JY{K%8eN%m
zhqC)iaN=C_O5d0_gT1r$TB*VzD)TgCJ?F#LSbow`BKD-MaDQ3NgZ*65wHUI6nJ>$y
zr4ZALj>aA3#0Dd4Ces3GO|u0??Y_#fG5Gq8kGi1e6be<;ne#N{ORGud;2^kdd_AqE
z94Jwb`TA=6zHKMl0xqzI2Jz%@E%29L0GXVZcHLxJ8DJPr{-XUo7F$F_<i%UOGK4Ji
z%)1;ca9Iv2{e-$*muV$;%5P$(LG-!}ySR2OD1=EYfqoN2XNya307-+=)xRLUZ=a%T
z?RU4UU`g3=IE`ayn;eXYsOyz;^?~XMOM6u!lJoZCO6l&cZ6@+PvI`Rho?;hTe1nmw
z3A6l?f_4`gW>U?QBz3nzp59Hax0;2-kp|YCvM)7qjo=;Cz?in>`qnQR4g*D{UasYy
zytJi4=OkM57`((yoA){cwbd5O9>V9$qahBg#lN}p!Sd3IXt{8=Rk^$$np88v$My<B
zsQ3hVXwHIvEd>H=nirWvu9`*egv4fCoaJz#jzRRLS-w{o4qJ?*^Qb(RF${gp1PL$Y
zST!*wK*R+`JzPb8J<5hDlYpT~)h`$u9sPpBk+v*gwBMV!T|D-fuCv`PQmwd5zCG)w
zZ2*QXQ*hKafIS6GeE<yCoI8VqgMHSFQ~C(O72AC5PcPtj+SK7p$~9mqp6uP-lN4pt
z?YGRt??VR58V(xUtLEI1yVtxNEx@LwP{J{GOO0Lc1g<Z^)gBy$OkE+ArFpqTxhFwW
z>kJ0;q4Q$3+mWoiOUeoTXhj+g`>{0R{R(5byYV#P0~(c#TOMjj!B@=;Hkay)XX7rJ
zSq`MGH-Wbm7-o4^d?uxy9WzYRj(3h-E>9zFVkeu-wntmIIMw-D+x8!`qwC-@k9WS=
zKCNY(iFC$WFOD}UUPukb%O0^XE6dq(79)2_2pz^cgZBSF8$imy*pxhihKgdL5}nJ%
z4mf`xfBeR{ez4DU`1c3Y3-|Pk7War3ARaWrGeyV7dH|DZKsgm?@p#mDf#vFU4J5J9
zuJdVZ0;5$>{rq<Bog7Gs%%tDEtU<>m3mt-hSp+y&2*nwaX`Enp0X~dQQrmHw*^(nE
z(kDK!eMmUW2e;d4$i-{m_K^6^eh;|)`iK_D;h<7GrG;u3uq`YX$=JHZfX=bI4Vpd2
z$O;oEL`$lU9!PGu^|3ZRH!zEDaoW%KPT`-wQuqxsQs1@~INt2!d6B4%UzqyMv^{9p
z@xyW6tiSg55mZ|7TqKw0`Ht|uf7lKCjpdU!b*r=EQT_#j77p`a0;lVEF5JGiOV?&m
z+O@QFYyG0@wY)y&;#NkJErvN3XTBEbfQl{irRL9DyFGp9t+j!p<1+=z%i)8<<ONpk
zU9pGXe7OQ#@tqs1L0QvZYr!sideQz`lLl6+=!S;N5O3e^v|UR(%qmdmj3!;uW?F2i
zxcP=RuQ|bX+n+1oPVqrszBO^q0#r41f5e*Z73=CeH4`13;$m*1sd^5H57sqX%IFMD
ztVBrr`<BL%-mo=e&SF$J-)O)3M@f_OYK&%y!02%&Pt_tJ1Vk7JyG1301g|fIu%2UU
zEV2jH;qBiigEuj7d0Lq0KF(tCn{o)25Rf(4TAtYj3+ol$!KGgBQd89;xG?|E%a_}T
z@pG=WT%I-+DQTc4nJq`xa;K#p`;!{aTm7pRGomIoj2SXDpI2Z``&5tROdP;wBth|?
z&*r;1IQOP3F~@0KWv<P?4FWR%KnRKgaAO{?u6e%BGhHxSYsr~*u$9nAs{ZhX%a_@4
zfn#No#izvkKdr#@uNC-ZK3L35RGQyk3xwt!`dOhWSFcrwCe|c0oMg^f^z>S+Z&6n*
z0(u~zAllP|bKm@$WpuO>Rml3>(c0Ra1tjT5Nl;=y6!1^#`f~Ppaf*nr`=@e;_$Bc#
zThBfAaxsR05c>8X!iq5IKOz&s?tdURL@EEDd9i$dEjqRO)lm=KDl^zw!sAM2nso)m
z8UGcIQOH$=6dVUXKP>7`|1qClTykz*%VHW8diiQSgkV8h(D?YR@nz=$kIg)lu1gS!
zXk;-Ft3|}R(im<Y2HP(cAlBA{D0W5>(|?>gddP}dw?RZ^_DviMoNh4&bc@2{KPwml
zLAv6CnLN{Lz*j4sjw+LT@oj>r3!qzfS)0XZ3)$adI}ZMjg-8#72-bA4kN;1sY0bGM
zJW=15XGXmJf7jS_25LSUo~r*k>Teka*zA^a>9o7-oeOYu^WMF@lMM<utZ{f+#9P0a
z4@+s#`Hv9{#RuIk`Ep0gOcLt$kbN-XyJSdTo-IcPTH@s3Z(Msw!PBPrl8a@>)Zskx
z$ET9ofBrCD<=_~Gg!^@5^~qv1pwnvqdM*9G{s$6=*}S=MGxR?LC@jH=p|}k(=_Rlb
zZNX$d|1{OYd2)6Cc|9Nh<-_`dSl0I@s$AnO)aTajKz9WcsJ#6Cr91Y6Lz8G~8-?So
zLvdN?V!yo%%=GWz>#paBg`&$Z)OdPQ*}qgQa{Gb})UTO~exSD4#8#B*pZg0p4frK=
z;~l_xKV}^s{&(|RpS=4|({`u+KM!26S8zO^6=-)&9&91~*E{TifXf$vBTa?*uNJn~
z?WO_G1ow*nc_!t$i|0k{mlgPGmgSGq|7Tc$F)ARLyztn|x$1EIIh>^>OZS5nlZE^F
zlKZ_$M&8TUkC2|EFK(uNVt}ubsd<^r;F>C4`Om+n@4aZ(<VyY)^}M~yUL8iuLR|$3
z_P-IUEJwXgF;{QCx#z8=Dqm^<R!4BLn&z8-c}D^aFdF}jz^d>6KbzCf|4K!Bub-7~
zVASCCE%a>dZ1lCwUw*RGF@dL}V<h-O@bVKoI{~eLv6-E|4fxkg+fJWPU)NGkpMX|O
z-@?$&h=7@u=_>&zC;b0@y;JfbhiTNjfX(tH<qdgflS*4W473-jB4HZQvWBwZ>>Q<L
zpG{UNkwahrk;3cU%dP1g*LuS*P~IEGG%*wMYO(xUU&2#&9VLg!QWnI=dTVIMT1&iI
z#slN^D0=&Ker-~q_$Cib({i>5>BWkeQ@#$riZbnbqp4mrxM6?426JOMa~{%=`o`VU
z_HnJCMkZc3GP-N07x)B3T<JnriIORad89U*A6?A{>!@fBXx-#F3%4w54)A?@MB_3m
zm<)oaEc~j;%$A!hx!q8z?dp2kf0?HJSMCiIJn?&STdz^1t8Ryi)#}45%LM{&sW@Si
z%7Qel7@y4!o;GGeVSZL6uo4iHOq=d(R4+mXd`p^|bQ6|5cc{{|M0L5%o3%c*n6<n4
zlQRgdQdFQmZb7rFT2WEjSa)TL<kfD{7C{da&k$Sz2XTAY@%@faTuxap${!BB9Y5xS
zGx@6#qLjjWMee}ZgnKy3y6xMIPO}qdW+RTb^V;s3qw<&qU*8H~df+>J!PE*o7hP22
zoPl%Ei56Bddgx_npz=0ddtN<v;|Po^Jm%RUqP9&p{Qie@8}_s~ww?J`2s@vw9GuJD
zZ~Op)ORqMJyNZOLRR&0t6%f;(Pk#O+%M!DLz>!&NT(oOA^l0A4ZJN9|p_4a}EsFo7
zH)EIx!P;F(4S}IAtlnJ09Gowzq1do@SgkT01{ZGk2?9IH&>Ej59G0K%4W}iwE##u*
zQ7!@xJ7Nr(*suNC?v{h;WBg$+Z_|8{_bi3g^Lu5wR$J%jZw4T}lsPow?Gi`)3lJSR
zs_FAY?4+d>C#tI(OR^hcJrpnbk2>bm#r5|eO{N!0Omy6FE0d?FVCN8PG;KC-^Yd8P
zEMOtCUj2an1t6aky$AuHG3Wv^*S=)uI(gU2jfhGVH9S6YFk94cOG0JPzOnnA?g4$+
z@t#kXd`#vlBT(bVWd*9#hDW=}QG&1Rg*)?s7J4<&X$O;g=xBb0R<sX1j5`7}D`iHZ
z+<@;BJ&JrZ0SeFhx8#uE*TtJC{)8fkWlXttWEoN%U(&nzKIpokr@OsQE{D+mqic0k
za9GSEE+~dvpB(TJkMlUvlaJZ`kE2Z134}Sf%7hsPf#jpW&&KYs!nrQ}XoQqkXG}U7
ztxsRN-rZ`1i^itQe}b4Hw74X}-PXyLqjN`o7qnZxC*Z3&k~Tun=o`Yu7aHE=Wv1b!
zSKUNgN(K{y{9R{S$@mpykAkVwNRS72^7^z%sA>0iW38YaTrmPETD@So#WCuUfJ!Uz
zw<#Oxwwc-6zWgIUq>Ods@UEro)op8dT4RL`5n7|VTawt&yW-=BxK?X2(%wv(bIbpI
z-!uEEOZ#l@?~MSF?-b(`6qS6#<Ij(jc|ZD$4$<Q-o=VN$5fR6zPvOQ@WjcyRD0R2N
z2aPp<3BlIxaGY0%X-n3yJZ(~MXx&43NA1B)Z<+<$F}>V)?-kGg_FYb4bRrFR&63Ju
zA3l0jOal|UnFAkY5FD@TkkHO0lzf$wsnp=`>i#;vf*7s3WA~20=fYnrHZw9|WJMZ~
zd|tEW!C17dsJh0r9XGcl0cZrSuYV=_Nef>+SacvUcEn+qWk5JXIh3|<pkzjxINN0k
zP5B!IQG6VImlLYwzo+cAkK**59I~EopNgb&-i1X|<vf?P!D5gzBXLQNjZ_KO{M%A{
z>iMh4%w$wEJmf0zzrzZ*Up>O)KG+;=w%R06(bZ~*5X1jGIKCQ&yWbYg!-;l*J{lTW
zJ%M$$WePX`bA0el+qy`XWW*TKuy7c%691ExpdTSjg>W3*M{ja&Jnzf#k!J1PB#G^+
zVBZLj0HM<*R5G}SLlg}DenxG9?@iu_m(e<i3Ic|*Ry#-vf)Ly2T0=gP%0W4N*dC<Y
zhEWv|aKR{yZ6hc;TOuL+MEbS?g{4DrDD>;D=mc)b5w0zqqV!T`uber|TIF^E{>JlF
z?3PTLXv)rJtnPeNi7pVllVJSF2tnBNPPW?fb=``TTWBP`sU%_#8+BBpmSO5mE0UC>
zI>C4#KSj63{a~>&q7ym2-b}la!u?Pc>t2RaR%D1T1~Qh+56VBXs~O}=MUln_rbOF>
zlmt9MV%?8T_3zSg^J*+++lcU(FBBGMAWTg&Q8q7x>0V1iZW8GJ<Yn)rK9Pov;Vlbs
z4d5k2FfT1!H>iLl?c+E1!~0_smJx)@&#^`}CxWj=lv$9{DRt;F-^#fViC_IY408M#
z)@kKN&w2LVsr<EQ^HSwfdsJ3OPn`M};_=AzU?FiG_>b3@lH18*uj+FK)&$@}J<Um>
zkne|3nYl+0AAJ(Fi+1j-=N7CpTPbvPzjRDBnKP~M>vR9Y#y~v(YTy|*bvZJ6{?JYX
z<*I)Zu-fm(I-=~j^!Z|Bbf1*33UN*yFORtxAI(YExeKLu&_mn|lE6l?yb}Hw-bqe?
zfS-&C9lHF<6CyM;=H|&>{wO53twu-cb5|gbH=>#W3A9x-W=1Z4Jld_6!g&zSO5JF1
zO6S2${@)c5+YUmT$ttVZ0Et8Izmkf_JHh-Y=m*AR9rm)0q}${ne&wwZ&t2!QM<Yq;
z<LVakUok=7;S}iqdE2Sf-G{BfQxq;^01@_UeQ`@zyDwMu_QC?|qrRH-Jz{RSF$K*C
z-MOS+YL@~Z3I8Xz{!bHg0k9@|SMT;phPzr?aoz}J`bxlR6Olpqd@}z`sO!f9Mezzv
zjsodw;gILdLTD}$i=a{Ia!=OlNIzEJ1g^zbZ#)=wG&q1}>5i@ItFm{JH;SDg9K~}t
z0oi%yYvN}^I1|3}A8_%)AB{La3%9y0>28Q&^BAOBt3bdLe!#)1TRNHZMsz~$ZHs?R
zU1W4pk&h~;M-KCjlyU9SW?3E8j0GVIkv-z*El+svXb;0ge3=8fG2zcAu1Jg9aiddw
ziRvFqUUxi2(yj_nDL0Rg=UoNNfqm>XRV)qpvk2;5Jjq7M5H=9Bl<I<+e~ckEQ#ry9
zwR=$6lcU=^6)`Vj=*2SrP7erF`o2}||FP>wOx1f>vFPo!*W|AydRsI9qlIx{Twq9=
zKvp)v=rlU_@VVQ|>#5=DS`P^+rE7*x_dy8ByGY@}?ng%y9wAlnCBLd0(tZWR;kq*H
z7;><-F53G;(TsvG6a~6ygu%exR%c~_l@vnOFzisXF6;{|WIgBJ&faC2IOVd4H#%0B
zC##hbp%dT6XD4U2C61mUA~c_)N!IiciT5Mhm{J=-UylV4ri0WXQR)t>P=t8jt<cjJ
zeyvvbjIP5>63*S_A&eumV5ZqhIY1?7t62T2k%NoVtrsZeV?EJpEi#fnj8BRY*aOoa
zk-eK22`}ZorL{Q}CZ{JHh9i;rIdnaj3RN9<O(>PYLgoZxQ|q+QSyQ5fP*gQ;slU6{
zMvy<rK@iy=1#<sBlwvyK($~w{p8e@Ps)RQl{om|Bw%n@*^zk(V!8V$)zb4LHj{5CE
z-+03rC7kI!`lK8{Sg?5Bc1@ZYmfQVOVZ&tLh)O%Q_7pSZes$2%^2y1au7Aw#?r4t|
zf1Ikx1<^BDl*aY4rg>lpN-PaB+uKhW-aCeceCg@tk!`7C@zA=Uh7AMq=Ts~$!w&U6
zFBc)k&ZzlN*LAe;Yi^V(PX#y0512ox*6|t-!)Lga8l(4i7T5ST^4j5IXVcqIoWBJy
z{CEw;Q2F(<L{k7nI~zXZ-jU*9nBxZ&rtZpMLl5^E|8W{Ep-?*OSiRivHgx=~zF~3c
zKg_bsCXO;=K_95xMk;+G0b`6^2F_y-qJ!bPlu!hnkspWam%JaG7m=-DpOMMse8fLg
z-EZ6OpniMveRTZ>8>61E{o{Qry~s*eA>V4jki@$}`=p2yyACWXr=YdBQ>f9YeI4iT
z6k*>f-eMp?yU@yRo<l>eb=&1^BSR}>M#BhwMcaSnP?mjQ>;H>99s~)e8vk%($a}VG
zL4L^|klw@pER@Ihs{l#?hXpF5^}~Q!?VX{rKt6r%PbZ{)t-?Cov#st6xc*lzPhN@=
znOL>^!A|_%{I_ZvJosDS$E{5`4b~rYVp;4`=tBya6kHJjWb-}W2ptJhmL_oq#`04V
zwjEXK^xj1rf7<h*F%t6%hIyN^OF(V}TMIdlpl+bKpJmU194?mr7)`1l*5FZ7+Zlol
z;TeT{9Z<Tv?ZMyruB`JbgaE36*6%oLT&g1}Vv6pFn3Bt1Aw?sYqQ8FP^^}*VrReJ~
zd)$pD;V+MT9;ttP#JEF=^QsjUSkjA~Pai?pncB%|wa74<r<)1&SI^1vSAXmG@hzMK
z)t+{@jo(LnUd}^7l)qznSHDZ7g}hd@9&5XXJ;vfDO6-n*tR}9m`h~<2x}sxGKBHoH
z$9~Uzwe4fw6cO};$5Zw85}thJ=X9I)H|aJx_(Pdc^8oQb?cB-l;!WT~T&{(d)ti9X
z$VHP%<#kU_m%*F2tJfjnt{Ngf#2CCM#aV8%gIGJSj90$*)SeDUuJB+5{r;01M91ro
zz^F^;r}fZQk@+FhhqWU^d<Dt#2vxV>XdLqZwFw!Y@sTyIg@|a)qn=EL^au|-j;YG1
z{&s28n~|o>vgHki-u_ws&NUPp2d<cK&aBaQ7`!?xz7i{1LR*HX()n^x<LnaebLz^>
zSn-yYWv2bDmi)!C!UHP^?RFSKyj5Y&s^jkz37CAMGrr={d4{dGINv;U!alaN;!SEz
zVbM2$a4(4&tVT3+Fp0@bS_|DzIHe4eQ`4%1ig^juK?4<SdY*Zzoxv@8h|khc5@tSU
z&aRf@5ar(A@eS@san`E$Mo5XI=<U8NM*j64DZTK^v}Cyt&+FTx&N&*d&X#G+8+N|!
zSe2StdLUi*-<K^Gu9&qxkKLm_Og1^n%L?}hUm|&gfj!%Pt%b$h-S+8wWE1cGRlf_g
z6;6o5hmqOCp)t2eNiOrbw@_+2aA-^9Lf-aUY;zSp+wx6y6)<S4vlf%+b)sTFQAG~c
z3Spc)r(Kdh3qAJO%td1f({aa@PPF@&y#AFj0jYdv-<jc|zMB-P#>2{AY!>v!Fm1Sg
zuR1#%ahtQzbAg)t83w+jwl(|eckvrX0clvv?#4Q#q0VnTZ@y(=B0S&5*_C@qe&u?j
ziD%Y%`5K|_yH3I6Mtd;+UA!~2A2CI}>OtSe7`8e+*OwZEzE&N~pPh#pZQmaJ>b9v3
zIDQ9zvz)$WF4|*pqrK~Rdw=<(7lBfT2A1=nAu-=#ub7nPW<`weepE(Z!Oz;j?Tw3Z
z^`nr*XAG{(hD;b7l}5K(CMlacp6CGIZW535w31VpaPq!N#fjGZTC%qU86j+X4Xv1T
zk5ErS)!3zfl@a4ER>KcH=2yi|H|OzNp7&kzuLfIWrE5LE1fi7vcu%bN8p4Z;rV@?o
zYa{^z#<8`Zgb#!=))k7`#?^;Ra~UX1Ib(9d226_AkJw*wH;8gCFJ~Z!Mnw6Jl2$b+
z4P#x--;dnEJoKiV!o9&HVN?F3q~>-R98B9-I|G4%5&RX~Bu&#j-Ex5`!B)ZKof~_U
zEXmzF(Rv~HRmc49aC>A=pF@T>#U2Uz?=f*=)f=MD^&@2n9Z!t7(8#m8jH2q>N{Xj$
zN5{{LpOwG-?K!>mnqud}N^Q_B!%EF!F-dIs6Y>)oQOJkD?igJt)Uim`>s8@Z?mlwS
zp|b`)owu8=FWjL|SNh)Gp*d3tD}P3K+1_{DT~b<9@^uUD*6~*vvg=UmADr@8%rJ3E
zonA9T9R=i**%PGx6tjugm#)$@f>a3p3;$eu{FPTfBJ5x^lYcF&#a?Tth=Q3x-HuHI
zB6m@fb4AhItS?{aCw#um9*<>rasJ>U-nnsPNvcCQPkJ=RgF?+|mjKgqqoeS=0t?N)
zRD#TEO~F-HB0{dBHT3n>SB6<^sjH95U($94WgwLhmo?nG*@$M+`fq>2pF6aujOf-7
z&YOFYBAb}}lB3Igo3^i3i@OAAD?E?Jg}33y+vJ}meoU>mtRub5U-mwizdHOPp;NpD
zY?ckLaF?AK##9?%NwAlkIH!b4K5_>Mg!v8SkVO7uaGiO$Yun<QrTvPBEsN;uaB%80
zS7NJxp8BAq0sGCyvCC?D2hwXCkLQBXvTgneQi=SCpjj6}i_?!5aVX@&0M64y?3r_u
z-d>%pMuS!w&X>7DXBIpm{Z6bozSLw$n)?CsbZQD?2zsS>C(Oz`<S`A7kd+SfJcs*0
zvoM1vig2-Obn<8cbaIb^NFfJ%Pge*$_1Z59{ABEo{SFPbteZ~*K1nGC1Qp~XhlK2_
zt`Iq|`ZML0hDcE$-naZ|^zwg7jee7cO-PB=%!+SJl+$}gCudFSn||rR#-2qDX_{g|
z`2(y$i$B;IWyBem9%O!!@<FdJv7h~p9DOhG8R=c9z!RpTPIuR!j=bXH>ZpxUGE}gf
zu#yD(X%Sii)>3Y49U*B&xnEVf-ig{dF|1!W(gsqn6bJjq5d1bOx*LSxEt}pIaj#h&
ze3$%TG{axYA^r<d^H93+Xl?f*<dNl?Z2G$lzsD5i#+Xd&bs&wOQajSPCQKz8BGNlO
z+%&$rC90kt3Ts}rEuHW1V26{6l2e!3K@!;cm^afJj!^B{S1Es~oK7aB;!dVNJyS+n
zO$f845q4r}so#F%zK<p2C&<h%St2w9gID2?HPI~N`(AV-KySRWIxypn($)jneu7>e
z!CQ1qUh%-=<bXIj(Ry@xBNXXs>fiV^3pcn_HKhrBP$TAjf}CncZ*e~SR&(R+(22rx
znEKQ~|C1ku%8o5E3Kkc2Rc2(%?mXaa`|I5guUi7Yz7OIstjBySu67Sw{&v~-T#6V|
zJgk=E?Q~@HM91H&-I65v^IlJjn*n9+4Z-*Ljg#?_G(iF$DqB7*7~_n+wjUi&0}=f1
zEg)P6Sa{j<zY`JKCq^b<uVY;%(yHZEhl-oSL1OQ_EMAdMP#lKm4G6~q<_y%mlL&^R
zevI`X(mezxqqbb?oI7Ng`E>QOD$)%sPXPLl`b$9`zCVAe)`gu2h>K)nf8M}VYB|#A
z^T)+&DRmKWQ0fzp|2^JJ_jjoH_H|~nOm~d0zGwG~&W8oLvXx~&@i=td_@mdE$<0~m
z=YTWCmAkPwJ?Vg!8d%Q0(q+{fP_UF(4eyndk^PNgHM(nGV@4^SwpB7+D$4+}(;xk~
zr8Ev>wnp`?D(~+Vc?9N-i7|B{N_pMmiamS~EIjjXskxbb%1XR|YP%gla$g)VGZr}*
z>x=SfSc#KzlvOHH)!yv}*4aqHBD;k!n(-cyjOBD@QBFsr0|;hilDxO&^^4vkL$y2a
z_X~BQk6J0%sZH_>xpJ0uy9FM#akvWqs_HojFL}jJ+BRdsTN0n3&xbSdU$fmPq<j<F
zgZVp;&bV`C<Ymf|hUQe(kiU#>o#WtALGabYB?MBo5v>abhNf`-!#$5wI;t@8pdXEk
z_H&RV3Ywh&iU%(8Y}_}s!0)W{Ropb+rEzKfrn7ketdW2U>}?(2fujh0F5Dh&9fK6t
zcGU)wbA#4nHitbbhKL-#%vws%otWsE#cGujFmx{tUE}nHFi>q>qq%<CcRSz)5-W)@
zLQU7Q3lbF^mqbUqzrVO<?A?PC9(9nPfl8}=+|78m)TUP5x~h8UO)+JV<&N)qi11jx
z942v+am0S-XBsgs?-cEcDf7CROg%!2mSe>|E4hl;Y2vYtsXeX~4Qdg-%9=~tP@mtE
z7}vf+iE#s(wWsfsQ97rXij$)Gd}jS>C@slPO`iUBvV)~{II{a%v!mFGQQ-^6_Jk!Z
z{k2V1vQ^%8609YHN;U%@E#`1Cb;dVNJAPHj7L`hDzpVnw*{CO_UCuV5p?DK&*A0zL
zF8anYLR?S$m61!{L%>>I4fdrqY@XLDE)dkFNuuM1<EX>=D#G7*h03rENDa<#bdnBf
z+T(=ZOnhn@G%wRmpF2XST%Tjg*8G)dSd`3OGx`J@y{*g|pO=74!mvX8R?6NEi@QHB
z`7m?o=T9bqQ#0cCjqD@p*(Y+RhNUWah7Aq^I!N#uO)cf|J*?Di3L4U8;hM?@^X;QT
zqgNx>DC&f7B;tvy=09$oEaw+>y+`!6Kv=>vUb9Gz$u9OS?^Trsp^@Xe?j!~OStJ!G
z*6yO?B-e%U^njSAS=dHVMqXy7?-%n}0rc`jtOnZt?sK7JsI*C)xgS4|6ZX=_j(@JP
zt?g$};3WDeNk)kpb)RYDMz@2`?)ALGS<=PLtTm3t`L_Gl5N5eZ687`Od)K+tS8z2h
zNU?ZMt=l2V-tRsrX%D2+G7i4B3RskBZ(>+M_<eeX5sB&PgN{wR(*K8M{V)IH;c?RP
z-*mNyeXMNzfLAN#N<qKAxK~CXh_ElLAd)t>ZMQD%Xyg0*#NbeOk-AG#@N=XXR~#am
zARss$YGybif4{=nPY8Xn8y9@%yhbc$j8|GNE`L!IBJ(Q0(_y&lg7h8dBe@m4bb0yO
zmcot=S{nXt$;5sb@g+hh!qOty!UPg+4ztUh$%Bo_{%J}q54P=9OklTDDni?hZ>%+P
zt38$<Z*P}o?=~~zN`HOEA(d14r)1x2Tz*cqHv`P}m~$n2N1J8h(91GE_GFwFY-$sn
zN?TS`aZ)w}I*W{l$+oMS*b<pG*;-Y*C)1;@&1*7?Qjoda9FY*H#WOm!?gXzD-6$K!
z`=hN39K$8CkQp+N4XKBa;pPyICj(WQiyPD{PLGE2epnAPP(BS^4sqkf&RR7Uef!Gh
z5j+2OZJ72VKE5)CCA30{#%oy9JSFhlN@8jc^{Y^4ij|NY1%}w?IN813!D?ltVG)Xc
zrk%efLyK}n`jI=YlBZ#}GTC(e7n=%>d?*(rX4{=3VWaD{J@t|rI3#}-D^r;*;M0CG
z&oh&rf7|kSJMR<o+F9d+*}ijDWchI7Rx6^tnuVZ`|NW*eO!HmPQjbRZeqmF$c}oNf
zYPDVxa*OrIQ^=5X-`#tZ!kjn#R<Yy;;}@~(Jx=<+VmzWA5%7OFqT(*qm>Aqx;#d(F
zRn5sx9iI@s+Mm6g)=qg+L{8QTeAk1cq#yf-hWsFOk*Rgv{s)CUoeNbqo8f65Yt9Z6
zl{)kh@67YL+t<(UiRC6*%lC|Kf;_ekW4#$)A9NkMr4m7#)21LbaOCLuVK<KiT2ER2
z9mDM}+kF)sBXy#oQMKar0nWc|scF8BEGC%k%{2r}9c<7sVij8Apj(w=1+FOXon`p5
zSmOUx;*IIQ5^p>&c{dA?bR(eU(|0h|)t3?c{(qB>lOSODpPU>$GadbZ=j2|c#5&5!
z&Z7GdH?cI0pb`=gUtqhy5sa}3p}m$46!wyW^!rKT!1qSr0}8o<p4{J8g8qcM{2$)>
zc<W5VoxPLlYL({W-&_nag*z@{I$uhB>{ec$-L9FQH9U5ou7{9%@P6H9r}WB;@wd{4
zqy1Jj)c5@z*N~X+ULh&H`nzgi@LKSO4|3w6i6bE)SE#Gv>WIcmuVJ35MT*3B>e(}r
zkcF2B8Umhwl9}Cu1Y;92TDGDSi~jj_-$e{Ly&oMt`fs?5Lc;Zq60@tEEy{-8_&Ab{
z-`L7SSdEOSAq`SXiNvd!A+LX{#S^a>X1c-XH^~VnLTp}>jgQ|Xi$Q$(kf1rRP4e3;
zke>eo)=}UYBm``92Wz7ZQt&OSQ7VK}w&6z5>p)?hY?SGE<ISBOgS*oT*;^et%IJ3S
z)c_~4;fqRyurC;1C6=-LuZWe+6O1Aci*OGQm8Z6hZd+!T@jPT7IeJ{~<xfcthEsV$
zQk9p@4hm_T&>^mfRFXbcG{?w8RGLF`Z>|<f9uq*Ey@9A)N<PQ)Gt>Chv4%kUHu&Jc
z%=T59DGlWg%YB-+WnYUQ>vcl^(Y*p&HU`&^&%$U7`uv;OIoYCo0|N+1al?9#*YBR!
z|FRkn_O??cr~Sn^_1%$|-ie0$8EDkt%l<<tf<_Pir|0CVCnhr~43<ZV=?5cwO$c{i
zR;gNHm>x?G2;R?7L>62wkna1c@95xrnj4LZB1>$;>0O?-@9^KM1zD_$@es;xT_J?)
z*$`(?VP!7=G;4)KjexOBhiCjj^97Ph3lZ0g!3t`L0OF^Y&^xGDC>kM1WA4}GJe)HS
z@H})guN-_#tRN<SxQx7(@MgAxR(q}Z7t!i1f|npSykD#6msd+ajA6Y`-l1ji<VT?Y
zK~DHS^$te`)|r<_>gxxnPTs(XcfYuAM@VupDSYyO^Gb1Ce73``hgJ8vONSXDV1#~r
z<^B^T9&%h8aR#E=YqpdP7gn&Xe}&HpEg1&m@BFGrEjlMsO&i84&ItsSuVz~mEO!qq
z)Tn?GEY2z4_Xs7TS16xMBMJXN=J6*+ApOCq3l)mA-hhJk|E(R5iQa{^?ynrOs-vJi
zr6clXGF~@cK@4My+29?+k6Z67oyoFnCDKAJ2RLSwq)_S(1+8!`)zY{!s2S}8He96c
zzgTOyRvxvOYV;ON#jk6Sr$ZXN_S+FxNlu*_DV9DQdn32np6IxJYKHg3^~75a$M0$(
zjet{mZR(BuDVBi9j7aVsHtaU+<4=?}M(H29l6HiC@0>f-bjZuXW_TKfaY-biJ_!2}
zVaO1XCsh8B6E-1KC*dGz`V`gsO;6AUQ<+;svY051K$95x7nf8t8OaAp5nTT7vl6T#
zb==O}&b(PNh`AOMO8N2iDJqgpeC{Idw1QC#ap!UCy+u(4k)|>GajwLY(bI8`z=J%E
zRP&Rk$W!)1Eu?fScdP7=%u<El0;`p69KOQ*i5W3E0Xm5~fjT~GOr6rijlX{UszH^^
z<K8VDBhLDS{e3*kd91clyz<+e{@j<3f-HaT$D?*TFYtGoF5vWu^;I{?HgPwxH!J#N
zpxeG^-7v^tWrakAG=zkoGj7!luMf{Nml$h2H<HKPQdm&9#Sq5)FUIaFD6Xho7j<xl
zZrt77g1bAx-3bJ@;1Zn1-Q6L$yEo7TcSvv=w*UzaIs9wy+I9A+Rj1Y!_jA0}j5)_M
zzSkxlCOz@HijK=N?sEQjr|;@Zoc8qg7WV7*&&%vJ@w1h)-UYMyX1xEPFHxtB-O+xX
zPxgODPDM{siF1hiiHV4Hh%<S|J`&|P=S<`r<Q(yiw|+51YlAmDFg$8A<xJ1MoYJ<T
zYl#&suB*SOWSbW&+pH0-v#M&*w=Gp`nZYqhVK?HJ>@e=o@|IFp=FsObYtXnV7SkxK
zD=Zt3A29m%V{nf0r+KVo?od^6O!0t4fko-A70vhLntA3@!_xPI536>!m}{|pBl^bZ
ze8m*S_z6|5wWTd>^X}Q!S#*cPFZ8@MAA8128aE6KYUNgn1V=<50j0jVk1S}SvHG$3
z`0rEZSua?%*v?of444cM^qpEy8=ppgf^!^9tOCa)?f0!(W-2xh+v=*>w!H=}0)=x-
z8aMHK)Ou#`Fz=|J>7TifM5BD7`Y`X;zIrkCga<AI&yIIHXWo@D5`#ZO)1qSKcD}(3
z(+tK;DH=M#Z-ON@Lic&M-A+>XWOi%zI5QvD;w7D5>HCIfPgAO^@kd@@C-CN)==y8t
zGYgh7R<eBTcv@xZ5%DaVDJZi+FIlglBjw)m%KoZSOh_zREM5$!->bhSkmJGP753HZ
zY4djV_tDepvpT#0d@af`Y8kv7ye^U$8aE0yf+zgQ5X?|dC<VuY8LjaWKCIM>v{!@(
z%13k)yeAJrc2?e6`g7k-9iJc{Z+JFKSs7_?k3u430U{q8kFSjHEjJ-QD!VMND(f$s
zDXW~R&uY*Dm3!~4p{x+ary#-er}c8LzF*i>j@m!pL*2h*=P}M`IsfV2c2GSzTc2b$
zWZ=e3PC`Mp4fq$0GhBV3Qvb)S%liO+HMJ+|Ipt`K<tYBz<l*y6GJIxubNIYWCfFp}
zO0ixMPjMesU9xS*v)Sw>1X`Vzlvc{bQ$1fjZ5Q79(7Gr^XA#rLV!|WJ(8n>tTgoZj
z{ljkgQU|9*Vm?`g(Zj%|CoADi<*z~<Z7yAy0a}ZF^Omjr=fWQvQ^3PN&>X1qB-zC6
z#B<O`n~&a}w*6jjkuO6ZFC8%JB39~+e|4#On+$dD{_Q_YbfR=pSpPjKHyQt#WZOAr
zYe}O>qp{!oOUu>am{gaP#%>?mj1i{es3V@^#imV5o&B#&YSa0@mXmuid+Kx>DQDXT
zfqIXdQ+MGPedTxM&)z#;$le>9C*8OD*_H;T>vQ!xCUpl>HzhY6J$mQ;x)w%m=2&)#
z)`_j$Rn2`$4fgWOm8WH=A;gI}hkd919T)jO$A7I3Y&(5hgo%e6MG_;&CGGtNx&P!)
zC+Re5v9Vh_GJ95X+C5<V&Fq`Zg~E06tbBxg`S@_6=d$q9Dt{G!8sBhy%2?CB+qlc?
z&R=PNoSKtQJf&R^@B&nV*L&j+6juf4BI~{}f!|LUUJLKq=L};Ei&r*QqT9>(?EF>y
zw@-o>^T}q&*u-=H1^kJ-%g$-}VXHiwJcE~)D_H0qbR#tuaUB~?5GADdRjj)ex{zPr
zSidzHlG$K--Q`~WtMB<mC$q-3UeH81Fh8*GBJwqUg}kRA!|XiB?xgL?sqe(K<uzl!
zE}<VG@aW0pnPcm&JMbXkUp@(3EaKB8d%yob(+$y+z^&JLq-rcv@hLxn*DtSD=ldlL
zsOroG-^J@*mmgMbs{8(&7p<Dlwt#FCBRi!z{-r-QsE;7bR?o7?waT5!*U8VuJ;rVN
zHT@a=JsFp|xF0dV^wxf#K3`K9<o(=dYdHb_?J$3qEv~dx)i3z8a_4kpeGFanw!5mR
zjM=K`7rzU6Eq=E8GoE~MuKu8&UKlU#9f0z3<3sQCj&twBZ=e6Wohje{YiIiZN5Xh`
zdH%26r%B4Ba~LN;_Wli(V^KCdBq=I9sYE+j|4;Ek(1$f?>uSQuB!q9<!fH86CV8XR
zK9NLN6V*ZW`T3u3$mKTYSpCmbitKt3Rhvs=J*lV5n*92WL>8sbWJ94g**3)XtBK95
z5or@hniYbq?w-6>^6CM1_~-~{?CyU(?e`Qt{=VfRy0>VTd@m~|KQJ}?_Y;#gHLJTG
zW6#TU1@hE$-Q|;Vj7)S=M<+_06Hvp{dMQ<+{hfLCNGXZupVY~2#{A#=8Uw@hIL*-t
z?9UmJA(}mK4wwj^M!Q2`%i9qgU=Wl(b9G0+mh(lH3NsEKq<LZ?Fs3(=7qK}s*<KWV
z$Z4@>lyKIDLja9o0db48&%2^vjSmYv&}Sw5b<xKqqVYz!zNC0~ppO^feq$VWMaPBP
zdkor+HcR1uTTAMX3_bvFQ(wm4Tabyqk&64V10G?#fYq1(-2(Cd4;P4=`~R~*Nqx>>
zN<g@Of#syK+pre_3Y9EDK9pKKCKYM0u{~)Iq0Vi$1Iu+rR;dYr=XR*^W<mTOiUaY+
z^csXuWf<>_jAt7LwJ^+k?ewaSSKE7WX+Y4io^xDJ>`;r+J|s~P8Q@&G`ng+xqe}Xk
zr0;k~PR_WsKd)K7j3F>d(zGH*Y4u-@g7sP`Au$F1nSq6O9u;rch5j;-c<%Wv=Jg%d
z_%Ujd9F3}q`BT4T*ooH`O!K@1>s5Qt-0}LuZ~37a99t~w@q!)I{#CNdFzP;LI_OOz
z`bS7^i>~DV-GdVNA3i7^KHmRtlI=%00Uxg3P|1EtH(DN{jD6CC75pQ)7!>SO7gn4c
zzejp=pRcok>z6g+<9%RKw=jL_d(<;uc2(?h$DPxD%MPg)kCIbii<)6re3!LEF8Bi<
z$L$p~W9~B-8OQTo{IzhSxlWMiD!GiOMpDlle3x8Yh7^xqhC~9K?ye`_M9{b0am9&q
z)5_fz+&7dz_Ug)W*|FxIlU_Ubs#HBqKJ=nn9)n^|+R7`u-HE@;NgZIN;I3qhdKuC0
zZ4P|OFk?Br%g9lklxp&7XHBJ^{M6{hr8lk7=q0F?Uo6qAm0v1xqwN_2OPrd?n3U)6
zH3D{C*E1fL`8yu!3nTq1V^Ovo3GUolx^&3TELKK+;lv3x)T(m6BX-=Bwxc`)yb>Xo
znOfBOHs%)QKeaT_sqcX0R1X`SDwAsN8mX_vKWb4m6828NUFmleH5~MB9+JYw#;Y@5
z8hfw%b`5kFQ~U{rU`2myFZl0PP4IuVYFw0DeB8Xe|L1L3K;Yy5y^069zUJD?e;=*_
zT{5P`Qmr$lXtT3bY?@WLQv*YiM4FTFkSD&t!ehe{;-VuCSFqY|mN0snF@JI}Vq;E)
zaRcCLf3J%%EVti`N!QiTa?|7F8SvQ74llpBUk&PbyUw5TE%cu?+3Gvm@ZauBv^dzA
zqb{M&MOMFg%J|F9u*blIMER%A@MN&FJQT3r7Mp3-h`wJPg{(nq-1zmvGR}5O5yZ4K
zP~}ZEHi0#m67<PD4<BanIkV0<>^hD=giIOf$?_yynW~_r)?4-b4N3+QX1_FPN50i-
z`@oZl#U4|>sMfjtoE52ux+9@|#2jypm>i>&a2#Fu2T<~spc_rBtDvjj`8oD-Fu-JV
zm6l0O`|26mOkl8c-+^_X@8?jfZx^4d$fyD0H%IxT*6(@FCYAO}z0dQ;zC7J-=7~@m
z^)0oUDFCBP<*;)2ub)`r2HY?Z<%$7KQa6+oCi!<)03Q>Lml%T_M<E$=OC?3{@hfGI
z<ioM#r*7`k`<M`G`PU_}{?N4RRK?&zcvhqg808SUK}&OBBj6ae0w!Mq2?fBxArZ@N
zsTYJ=A?e6{yzm&X05cq2T%v!@QWQ>mLsW(jB}B%mn+X=FGC+9&Lh2~xCHi5b!zwBz
z<7HjtQ9qL<{en3l`!oRebQz3|Nxk2XRbH_+vf*8<&9U?AlRf4R33wIMz<Hq@7Z~zD
z>IQpFwAYa3fqTuwEG`)kCy?-fd`-2-0TQQ4h|t8F17UIAF@T?o(|kUWW0cdvyb&s0
z!);0T#`+*#^V#^KS$&h}jrM`N7TUW9(STL~4b(wVJ_y&`dvuOq3veum05H4n^etBK
zTbK{#HS69gNE&1dP^T%7B9$Q>6e^Sv3Hk8~3IvS<{ec!>E08Ei9@qoy0Z@Sz7`r~O
z63U#T(-BCW1HmJpD1b0v0F~}YIs*xaW!_~*9Tf5)xEBPT1>9R)7gD#=v{SWHU&_9~
z*YqQ~@#7DmxiP#qnO%T>HEz^_i~#&JL2+xLohWWJx_v~k+rgdWTydS4Zfy9Sh;ASE
zn8AqvJ?eVo^_W5SOd38aK59P76&iMF;~4!Y{aF1l{doNdLaADrS_yP&c1c!w^zhoz
zIZ!Nc5}*tupkkL{mHb1)F2O3tD#a@EhYFw44=4(H1o?uT!Ny=xu%nC~V>PbfO0)ol
z8##6Gu|zA44b@Ko50D422&@C)%kY$-%!9s2s7No-oC4ZF#4;Z(nWZGOshELU06fqH
zND*|CR8IP&7s)7_Mi~Q?1xd-kP*Wr`gjQ0;V%cApE<{0Op_IKKM;Ux-oaB(-lp9pH
z)>W)zyQtagGU{mA3@~|BUn$Q)+A^rrL>AKeKt*J<;W$pJIG-q)UTIk7eIQ~ud9m~t
zAaOWxu@oZ^wU!5yO1>PON>%|N5-R-(9w=D~LbgP|hTFs4quuiddxKm?e=WFx$>$q1
z9`W{+!33aLAOoO~>Me#)HX!B!{+eq~V2=hI<ufo4uEOr0^+x2zY8{#_EiUoGWX&A5
z_6#be(!v105pplX{#TqBtiQt@{G!ql-C+Y$09-7WT_{b*e*`6_lS%eQ`rxrVlV$k-
zSFZk7tQt3N_5Zp62ZqMPqkQnM?$45{i4DDw(L}=d{fLcTado`_ZXd2`_fWt=U@`E%
z{$JBtp*S7!NS!N5k(jl3{+|)ZRC2%DCBbT78vVcjJ6%#Dgxtg5)hUpPDq(}7A7mkG
zs7-}Yaf>kbQE@yU#L<XsVJ^{#5C+w`CcUPbF<Kl)S??`>s&gKR684aIY(;e9plyV7
zidyHPcy2|Gy2x&Xb`s_Ov6|{a@Yo9P<g#`QbI;{E!T_BCM~cB}3O(#;YY3fuX#xbU
zs*Ft}uAYodD6Tq;ZkRjrSzdI9y|69D?C0UN3|~F(W?M1tN>5MjDkTeG1(Dq)JPSnO
zxnZ&4*HLbeAtRJnA?F_+@gQN8SivvYPy$MEq%I1mE#-a43$C>=gfFS?N6_;orFX~%
ziaQeIg0drI1JxZ3GEFItxL$JHu?_D|1F=aWk*Hwqr07hAidY`0!8}LjJEPMLrYQ1<
z@2$fdN9zN*8#RPMo$yVhT)~}$P3TRyZooY$83aprg<0m@a7OtwDkUHt$WjJa0?+`!
z!bRDMQDXrUIVt}jlS#$Sg%2`We3z>ND22lUqmrU{r<S=bFn>2tmQogm2Eg8MLEK!A
zC?vPwd<mdrNga|~u#a$^2dYW@5(V(Su-4)bv7~XyO9Z_acv=<y;_}r9bVv7E+5K9{
zTDe*&bSitm@|UP;WEhQzDjAg_b`oGT2tKk;WY&XfDCl3R2vU@A0x9gSZ>Uoj?tFr2
zVFa6l^pwn$go=DCwIN^{L@z^A0>g!&kys_YM7;n|bL@q)kT0Xw1WX{4496%)={M%u
zge!I;bqgcjz(JUjQYp7b2p=$^MoBIb{fLjKQ03pJ1eAqg0mwH5N#bFoaE~9L>XcVu
z-dJJ1$TzT%Tgm~1M+}Gu<!tB+F%$sdp|nUEAKdqsAV*loXhwsQ9|k(3JN1&g5m_oi
zJ{VE`OziwH-Aveo+yt19(hokC{X=<3b4b+<^Z<GQT7V`XHSi<o762oIG@SUmxY`3K
zh|EDvk{kh%v8EJ3=6|9m+m%uPV#6oy0B~(-ftPR$vXa!46d@L7NROfrVA86DDZ(Qe
zgoTnLtQS6V3(Xzxs{J46e!Zbg>=_Ru7dG>14R>v=QLNEo{3+P}75aDj%y-$3WM|>8
z@XA1+sh7b>_h7m33IgpJ_Nv>DHjElL2d`SpDqXF=-y@49#^;)f8zLXT#R<g`(kxNV
zWJ0j0kFU}_QJ5IlyT_7LK~;|KuNB2?(#F(f9@e1Kte=8q3o8xp{W-O3T!cyJ_!#b~
z1H@(WNKBdh3bvSc=<Z1ltLA<-qLU^fUz%6WkZutpB;QgZLk4fi;6jMr$L^9KwPTPH
zCOMOK+6DhYp;9CK^yQSpSs(vlpIhn9L!$&q5F#tx>uyd#5aLZy=mw-x;(&!SMvm0q
z>!F+**bg1F+#Vh*Awz=;>_-SOHB&e5ZxH5mk@q&QckwcxNmvhIH?!RdfP5=xpaHDS
z1Hat2A=q4eL7V!milu@SSkoXl*IX(%2X#Q^z5Iea<yf>B@Ha%LAB?FENI~5`sLs_?
zFH_PMWt!CLJYbU7QY-sCnW|3fLE@xsyZNPW;>X#}@Gjj%!B?$?_Og6M&3wY0<;i{i
zQIAQCTy*0CNzPtN0sADth!<RCk79>vht~M)-1KT-MeHf9u;<sxyWqReY~s?wX2L}W
zo`(2Ge?wO?%^DWhJ`VE^L^k|(_|D72`=UzB{3QV4Zz#QJX}^-Fw5Zv%i<Xw;#l-i2
zDnvT&q1f1BS~7UX+L9>hWNFynk$$`F<Zdo~X*eqUfEU8=pXN+OwsqJjB2*(t$nT++
zWJ>b2qorn!PnfZXPXV^&=xf3!KdV*b1AC#+=xL`GuAt?^Y1;B`!K{TXqP-3m_3BG|
zOlM0ANx+B(K7CU8q_E5ATnrvdA4{(*Om+t>FH6)8OXx7(u(YcM6|6z;znu|x32G=l
zPaR>7IJ~EX&8L>1QIvz!tdrtZd*Ae?f8Mz~&wcxq|8I6XYf!?blsGD2iqw&FP{70@
zTU<S0lWki`0h+<H6=0^u&LB=D3@L@W-QfBb^vd;@Dft`);R#BJQBtIGK$x;R-0jOI
zc+cY8|BaeMl}@-zcCoODxNxvViA2eLIsHg8kS>UFj3{j~eAFCDuIJ}HJd=&6cOlB$
zc=NHJ|8Agt`h_AyEIOehsTkNAKHBA=uiv|f^0)$-fwZ>>HRhqGP&G%^(w#xdtwq-*
z_)=IVmZ8M%Y+aa+O~B#RR1%1dJ55)#Bb7Kkf2t9r4$9{)+!eN=cuDP@>OYuppHgRS
z#2P=^F}!_Y$*kO!_!26jKo0vBx1k=S7NkfX{LnD?^#0jVB8oUp96jd(T3Pgp0JZ8O
zr^ZUn|4l$kLo4Hzyt%^@mpDEQrCgULr?F@z=<P~8XHZXK7)nGMYEh3Bsvt`Ix1X2w
zkH{VLk|UyAKr=u!5RrTh>zhnU&yk!t@s0jq6{oF{*pzC3reRoLSSm=}l))uQJgH;C
zADRede8h?CR{ux;stUQrhx+nooCQMu+PagvCrGL4V;%Y;o%$38(5|?`pNc6Z%nRIn
zJb*A^M*wcOE=r;<v0ov*-uw?2LGv?H6v9+9BH_BW{l0{bZ=4UAzL61E3BLP4h%l@d
zSqE>+&Gyg3@~nort!FB%7K9cC!&|&Y&ZoHLTWI*G8Q=mJTlDEqIER{l$a>QH6$ZC+
zzV}SyZsCNP%p~VoKhw|4e4g6z+5mJ`NblgOz_0diq0Pr+x*6+v>tB1(mHpB7#w|P_
za9O7xqK~81AyGKHSXL*c&;}^aO`DIXq*&BnsPYXScmQS^1r&(5+R}Dp-%q!las|1E
z()#>H;`Wj|pW;*|q5=Nqa^z%`_r(?@6RP{nq%Bphjp$%Vs`H6XM+;+Flgv>MdQ?_L
zuZjLG)xCS^gf~K8T|~7gy3sVJI>N9TV`UmQN9kfoaq;-1wJaJJsjTyhkmvZ1Y;cMq
z&gYB9c<ym~3*VM6<R%z;9Dg;$!*A_?Y!&6Lq`X}Kj^GDcg-IL(Rhtw9YbHUaSCBvO
zXF77t4~T)o_5dLHeP=dtckDfX3JJ7&eiUsD>qpjIN@4W*W67L!vEU1(KDjyO=Vg29
z`fB(`YhvQKl2`l*Pvhp-<7lHzABP=PCd%L2BhT4<o}L<>xp}b~r^C3DI<{%mc#Or<
zGkb^cm8d%DTFmt7%p5FiOn1-j9^9grU-fb}Q@+fd@iLcFtFfml`6Q&|3F!qU(j1?l
zD2dcZMjGRL{|zm<N0(KfgZci{atlvZYs^8LpRN_07dtz_WUgjG&9E%YtRU;0P&#vf
zOkVFPIQ-Sih#{PRwY!^iNP}yGIg*Z?t0V-pi1LnDGTsd3lkNmgL;u!1MV<NCdw3j!
zlnnO28<b5=Q_(2l!Rr7}ZMriO=cbgH5j&^46=_JL7aM;e`g)sO4ev~~&vYB+F0Rv^
zD#YvSebU8Ai}e)DfG?hg`i(2h4DFH(`!yGh*O(p~t_gSWK<=fAE&82(9&(C?NT%GE
z5nEQsT7qE+5Il_AJS7{@h*v}$_7Hg)J<m)Mb{kN5w>~~GwLYP%x~R~2oDI;kCVRRK
zt4RJ7Ca0g{`$F|+_Qcw$ON=!M0f6Fce+KRhV{ME8?c94IbdhJcyNZkwnlt5&Y0<~r
zcMdjt)^``IdFu?&b=rl{@FR(^1Z_%2lPr))ZY{PHH54{^&o|cK`ysc}lI2SlzaJgA
zOl5h}_y$3?f5GMJ4^Pdl5dG=NK*BLu{^ImWg6^`L?jqk3xU_<R;}BX_$)U@9+z{5x
zDRUZ`ZKV%qVDjF9+*iiw_q7aS@k>V`MuEUVeoh-s?Rp8ro86eS^?nV1_`&%6xK%Jr
ziXf|Da=EK2)_0;D%Z4oC*ANmZV@7CyeyYC+&sSka?{PsPL6Ys!UIbKmQDfs}yrd$m
zADll#3{7^A%lNnpFfOqthoo$m;ecBviytCFKDAa19fl9F1-*sQuQ$TY#hGu&<kHR|
zzxTiG2EJJ=a`HQT$|!Z#xFEt1snG<1FyfZ)?te{i8G++qR6$mkj^=@o>0Qe6U}z^L
z(krgcR4l%H($v?l-S}PI#+;Gi+4)m~Q!6Fka(|heXEFN;^C=0<#8~(dRUkySbd`FD
zz(#G%n7<GAVDYFSETkV}D8V?Q<xgM`j@&n%z8E<_tk;hK!|)*I(cJRhnVR97!Kb#7
z<16U}HcS?KFJawBmgeH4Cn693zUeM_Q{=>mG>J!xGP%gd+fjDgYUrr5>PTRiZtW@+
z;zwF3I0X{)wL8fat+vlzZlL+wjkl5IQ(-0?i!PhcoFuJutxAF@?FB17D`kuhQP)-&
z0HSejf8C*mJ7R0ml}N?iM=$|BvrxXK{fQ7<IvKxpD@rX=19+PJ4k5BRc|R8xGCtCW
zY<L*x{c}|($TbGT*N1apXzJ0SxYsNBG*N0HrPs?YOQzT4oYZ9XqyFWt$n5zZwj?to
zV4<HH>2KVqHk5Qm%l8wZRC-oU{KzZ3bUs1t$l}+ROq>d^angFeWCTG0oTfJpG<U2F
zX=yPu_sP#dSm8s3P;Pd7pb00z7)v;7yd=U>5oq~?;OQv0qkvSg*l!GhPpktd)I+K!
zL+l(qc1PGN)KStDv>5e@J6^R~rxyG--WcOOsB43fwUXt}#E1y3@vYt^V~84^M68{)
z^6np7duI_814S`^2Z#S@8~HTerake3m?PUrt0WRDqw&)+I@~kXyN35i(J&I;aAt&#
zSQViEhMg1jte3EdJ_F{m4(of7Yypo75zB{_kTSUy{0CFGcw2))%jMRH3D#9&ePV;s
zQKJbe!74ZYyWzdW1Dztb^mu~E?!66_(NlqNL&38y;`5mv;o*6+?v-Xd^Ow}zeM>AP
zKF(+-4s^$bj{)`60^_;4INtTTG~c75_IbYzeE7+t#v@r3q0kyWm$?gHOP%`}*leJw
z%6B_JrSrls!*;@;rbs`3YnEacKwy^yQN(%8Fs8MmC!wtaAi2AwVEnFWkh?Sx;Neeg
zd$|R}vqh<L8t*cEb$w&|Af!kgjvb8|<b&jLy2J18M;-M(2PhhwlmzRsRYqFCk`l#I
zP+(}d|G~Gupz<Z)t+UL;kSS2LUFR+$ApT{)^9&Dl^w$sNw8HP*Yc6-xEDs&KxHHo6
z2W9Ch3}nyI@2?8-FN%L6Hrv|Vx^5V#egKgIVJ;O<`lLd`7uOth>MhqX0&<I+l!D+^
zCBKht`QICKk|uE6Q&hZp%bQUwCyF{S-Y1e1O;1)LR!XMHurXv#TG#VZ=;iG)F|o2%
zL1SV?>Ur51PGgjmSRRK%wG*Q9s;Z&-c{eWqIKvu9l#f<~7&_jsk*+$mGk{00@3iB4
z=87GhJ=3iX%Tol1IO0=n)3keFYjPJ%H4V8_w76N7%$2xZ&+V%3pahy1)wgtQm3JN#
z>E5~(lPmVxdD=j47n|=~qT;?vEpnB~_D(hq%_1{JIyU@&5;i}3=B6vP{K`4E@$4F>
z50mA?p%z4Lk7e-U9^CRr6v9e^za)1JP46Mvu#OIDH7YM<%i#Qrg6fnzJ#5*|d4Y_w
zfN5FXoZwd@*N5u_4|i9{nv}UMo9&xtS70fvp;(M_PQ!NN#-16nuI1kNoP0$Q)4MY@
z?YWQ<CI0WxHyLN^v7@f<w7b0H?!d!4YOI~#7OL>%!Tqy6@TH~8NKft6LV2AIYjEu+
zsVGwqyq~t@*5Dg5v#M#q`jy@jE51XPQKzt|S)H!b4p)llLPnXc!QH%ZmQDY0^rj!d
zY6?X{0f3a%dZncXvBBn>X}`M7tYZt(9^Ar*Kcr&UhwgV{lR}2?6Z>Re<>k=OBmBI$
z($udB@QG1xZ=4d}I=0}?56LNX5eb%W9D_f9%CwL|8M6+XRzYJzm&WJ)!LCsb?OMD|
zSvH0WDfWtTu(8dO&&oR=X;%l$RaPmvQ{3nr2`(*B7uym0>t_3dGm^^`^-j~diHvEP
zDiiF`l}x`c)X+{;ie=52nd+B#q}%@E99ukBJP~3`vlMSc;85`SEyX=SO)`f?bJ85R
z!NxhF)maITz|}dL48_#CV$W8&KpjWSLBs7qu*x;$<%(m^igOGgBSIJn6}*2@J{XHy
zU%v|(q8IdNyl&GIX|k)PZ=)R1%KAPtTlUz0mtG_6PF?Ezx6WWvPX|FM<*_D1w6TPG
zfq(v%<Rz%9%l&N(p)G&?yMoovv=4Fp-;dqi5UX=}Q~K7<`mC9~$4gHTP7v&kvYr(|
zRe_G3>DYABn^uew;##9Vt1QF3dY{zW6kC3(mbj@{{6twi?_J}K<=~+BOZ;Q<HAs{&
zEE}FTNW50H{S|z_t##Hpv=ET8M{V5h8hATl>6XpKx3m^&tD=&A&EIN#tzb4CGc%!^
zE>o;!k7kR>d)S7{aMZ?rY&Msp$KP5v$?t9Rxy1O#wR^l$x}JE)5{pm#8xh(wf!b`T
zxM9FOf-Jp%&c|)r+4k>w*=inM<qVa~+qwL7jm>rb9v$iqimFRFCM#(wHA3rlJl(OH
zy;=RRwe<-FQ1Qt547s0HR`HPGjk+FIM1z-3xBZc?GtN{8e>$0q-lVOfhP-J0X;irR
z3#hAeG8jE%JFVp)-0Pg;Ccow^NnxRrt6C3e)}$%z4!gh@DbU@QThmpm$E%^|!h34!
zD%pFbD5a-O7o@6XF|{qoJd8dPJ3a@cjBP5h(&pzfF$UTU%))+?!9df6l!bbp@eN66
zhfbFN$T`p?(zGEO)1x6o*WsNoJMJ+2bCocxM@r^uQHt=y^s<TVD9M%m+bv`0)=~1>
zM@fk(!XdgdiI%o;oCq31phI-ctgMqg0Ip9DdW=wU;FxA(R@Y{jOM%S$#CJ7sn4Qi+
z#C-HB6q%;jvaB_UsO6uH*XgrmiuD#(sk`j^q^Nm5_jFpaQ*An=aR-)#iGlxUYI!}a
zq1fPvu7P3sCg|DrTOd=L_zP8J7S2wLzvKqHLN!12*sfb&w^;8f0kQJ$jmCczA2qaW
ziFv6}dqC|d3g(4VCyezqHHGFCFVzkw<6wJ)nm<Z@u4nz5F7)+=ZH$#BGb!7(R6ElU
z%GSVLvwy;neB;)!aMW43VK7Ib)5~|$>f&ZFVM$T<-u6PLY2_tk1gsqT(HQeB3>Q1Z
z#=Joa)k7mIw<XuwI!V!@UTu!Vhv#)cW!l0M_*x9YZ~A7TTlKNEyb8kqQCNj7^x_Ng
z!D^+G+J1Ozww<V5FZ*=CST&uUT}qnkpQ<9Ak$u6@lFB+JhCo#<^FL^)AQeISDkD1Z
zUZQBj`gc^0k?x)&??htC^NW7#)@N*=7z*a7(ek1^41&#p4lYM?`ewJ2Yg~fyb|c3X
zJp2}?VX#e&Cbifew39d+6-`O$Q73xqe1lc`<nXqlPE6e8$Is20S$=Dk>6%jqrllHm
z=4|e+pshhDUB_Q&z%QPI-jp&solz699$k*iv$jQgy&jTGJ{7b1Jku1D^!%*6jM_H8
zsk=Y8diGMfJEvVPqm=|gli}D84a{l0GUA8%FK1<08#uRi+!H=2Mkv1w&?3H>Gn_Py
z8~SDaltxia8MlL*Kx+7|-TF~n-uS>{xK)gn(Qutv{7`g{tS*#=^{O;#?bi9<w>Ike
z1jCK`y%<cEPD0OeNk+W(iq08n`7-y(vWnY40!Jf5!<NH0gzUPHqx2DJ>PsXdvKR<x
zPjwM>5wg>t$>XKiGU4mkV`t7=Pb2>J=$XDwRVe9~sS3ri*ria!d5uqF5b$?hkoPPg
zo{`Gun7>?wTwl@2rpX&!C@HuehIi#8btqsTA|jNh&MHE79R+6<)&}_<zOW=8(-}{y
zC?<ygVn<ODh^Ae~vhvGJXy-=7gzSqS+BFAAxB9W!?zExC=Cm`jCP`lRC6V%czeh&D
z(^#u)cH0h|=ykq2?saZ-g)ySFu(HL${a4dr6AOG8^o{(xTkThoC}1TQ9TjgUIKaRX
zcpmr*dRe`UMsoWV)su8qagR6ErlHof&tV$+LkG*WGvL==Z^MJ&?QO+ls({}@rq-6|
zN4B9n%0zGa>~s436-z$tTK|C8Q#ie4JuIifqfS?+r!+5dpM#QP#cl&3vaJSTMGU`#
z4_t0Y=KD5Kza3Yb%1kk4+7ps;HplVj?(}$NFXGVrw{6;8g%O%Ws&-#a`o^Y1rbrXJ
zkm!1?5wWHG%o1{2sn7D}H)#^`vN_n~8NV5IZqCw#(pBDjZ0$@Z%bLeBCJs1f`37;`
zbl$rUt!dibX@xB)csbLnIv=T0zDKD(vu9}zCVI8deWIwS3sr(R{ZLbKQL!I7)Ekn9
z^-62nq&0%x4YwScG5UC6t#i|+76w(td9Q=8)M);F7ZMcT%rC4}Q{cFVvN4ihwJqd)
z_O{MVSM_e2HQ3JKoA(ytYpWJ0@3(P03jfGXf@Q+#VKa&_(znwRdF&Pq@0cvXtyZ{>
z-9;tPQa-Gsm}2RmrkQ1k5K%ut$IjE(q!u|{CO|VI*z%f+0M<aWZNGk<eMrW*57`r<
zPS&nPGwT-WY<B$7J<e`|W2}Ks#Dm|em+qOirt(OZen3X2>lfhquT6ECWVi;gu(QJM
zH1hYsGF(f50S{sYj7LiamIMXAjB_gB*orS($~nHSb_Scyqbu2`t7hkeg?0w6Fx`U4
zp_>=|G}@w#<i1_=$5Y$1SW$MY#R?ujV}x6Z_wQq+@V9RT|E%$B-`nY~Iw{ou?ZJep
znunnjD7lu=MW8tsWO8{bMOayq(tcjoYDq~WnqK_%iWWIL8<)pxy^KqHK#);}e~){x
zdO&z`{2mql<8v{8>w3*udPLH(EfNY`W$sFAx^`1CLz8}M-G25uTAmwSRV&F~mU&zo
zVvXihT>^YoBHf&;G*!_$m8~qVN~R+$>zb%7azqsujfFRSzF+0!OEvON9r;l_5LQ&z
z7!vo4HQv6p6j~6uT|ddMB)dJEV`z=h(U*^rw0Ky=fbk=*t9QS%vM8^V39&L)hwtYu
z2I`iJs5vV%K!}97xBP=F-O+JX{vP{uNmcXNNN<yrj(2esUByGC&xM5}9_iIA+N6kk
zH*Pexn>5o?n8kV1P#sSgJ=5HKeW(|8J_)4d0~{TVbx5rkn(0#uE=EAnr*st@W0gSt
zakN-e(#h^okM$SlhM-oGep|8``0;<|(`qEIg<>skW@-1^Yo?r)RI_Cn;A%YP1^}ZX
z%Z$QTbvq}A{5|$8Z&mp_bSefawc%TL&%9x+t-MU#ojHGI+t%r-KXXeN>5DvHZDP6j
z8Ad;+F_as&t*AJBUro--pqZ-2X1AZv9VhV=D&2HcR!$>fldD@!|1#@EE9?=@{ySOl
ziOIXvI$VWXT#iE2hVu)(El|&yQ1@#Ky?21=(eR92W(}1rPyJkDU0N5FxJqRNykNa8
zXB$>*Low<&DkdJ`@8bSU=-5i+w{pxz`d*7<P)(j>z}MXh9DYT)($3BBDB@mCz|qH8
z5B~3aCT|PS!&s69b|nSt*(Nj{rp`O@=|~65VV?ep=mgp@<BAl;)q@9|9jc@3CL8?M
zx&dCg#o7Q&`VQQ!dWpfjY|Yceul#&J@Z7t&$Q;}7@6<SMW``GD6dl=XxbNJ~D|Nh_
z`-_wzPE(&0Q;8Qxb+Ej0>Ut2ISj2AD&II|=N5|Vc>sH@zy5<o(7ZR`f7z&ON-B#cK
zs~7K>X%9;sPBjn0IjwB`ty60{`<<5PJz~|+k=7UBJ~CMueMIV?@z<;)EBBMk-svb3
z#VVgzNAYR}#OcNP*i-0a#Pq5dH6lZQS5)cm<=2`8dlU~A`23=_pCqYiDDgjRCeRm1
z{ka&(BiQ6?8wYUIhdHU&49q_L+w7e)V@R}(TYyhw2=j{>!y1S{nYyOeD#`0{ueP*t
zuqlX0ZCD{JPaYvgBh5oiX}i&T3~LV0({$-#V|Qnqpj|aWUt&>SxRGV=;7ZVA$R77{
z?bDSu&YQq!7~hfJjc4hn%537_(ps+^Gg|EVIuSZV*R>3%y#6ie-#7Q|Ev5g)yKr;<
zPrVBt58waMF1-Al{})+eVPaPOykq{}Ds5w~Fr&(9{sC?bo{}!TKr0*ZpyR`dGEsFj
z6F_W)g3>7i1~>Re?gzW{xQ!H4MsZjL4=9vj1nLkR(7pjit$IZF4i1Ru1#f7B{OFVX
z@HTGl#3X#<Lrb)?o`X+E$))~CDacWd!h<)mLMzZ&%_Zp(VGsi&`4ACj=t7Cjfl2i3
zws!be(w2LVPW{{p9>EdbV!0M*md59w18zp4@tJG#(f1PU3~R7S@SiB2Yrkcnqwi^$
zsl2fRpOLX8VN`0_(Vy4aIdQ{uq^*4k*9d)r17wTrvz|UgsuUrkjfhdsj}Z?S4Hb=;
z4}L&bmD9ozruPuG(Zc!onNEz}>$8@yoE42Ay#|mnD$yWA!&rMgP2-aWAUu0&9o(u7
zUM_niyTC=)rWM3-6w2RBxv+lFar}zAB(okt&-wN^IhOY@9(vuCmGwQNy1T5usl3@c
z2^5oToSIiq+mu_8lV6uxUy{%riEgwt9PzK9aq205?B;cqxTuCO<V}C%5b}afh=@KM
zGj$kO5_dWrGs=2ZXvpLB#?le=WRz4LrLq2E)-p0+;~|IVs?W)dEcrTtXw4-M8eG%v
zVd<=?VN>E_sfhSNw!k6dzY7c3|1>OI`~sYu|0gbj{Jj6y_&%6}JYRE?<+k5f`9z8<
z>;@~AlkL`tv>eTJS4O1%dus`q0?}k>=e1sW;qcg`d0DIg<Z{Qz51-9Y6+@bNC9LU!
z7e1gQNf~9d^CJ9Mh)l^?ru)n=wBmh9I^kCIYMS}pC^}wwJmqrPHM!wGV=^9!Aw9wZ
z%5bC+VItQ5HIM))++dct9qc06AoN<oF6j+8=;m3m6u1RY*-sKV@HK#4FHNNuD2&@m
zz6nN7@DIl56b*8+!TIUdZ8oBe2sXexub^Xs_uq$=by_?9t9ZDb$OU*6ZVq@M0K`-S
zT_;TVTdB#_{gIpcrY*54Q29wge8uM0N=PTPs0I^29F!C>sjp`9eg-3Z>E-3CrVb*F
zOZv}(imEBg&*CEg5WH@Ca^(=!dc{oZ6_s<4K35+gH6lYQyFFe!rFezadxKsyRdZfw
z@lziJsO{fIh=^WPK-pun!Ds0Kz%H_I8dwV2NlCt7Qbgc`lvtrQkiZO3SvZ@h-6euV
z>4OC^1&Db8(k#_(#UAN5H$|+18|ZXic(L~!f|m!G&FLCp^)XrDGGJxR`8d&z>8bXP
z=&I%o&VQ(n3m~h)<wtSQZ&Kz3=;31pBH}8b7D^LKCWQX}bVjNWmV+^P6}Iugoe;{C
zL|f&@m!^-XUY4|qQN5Y8jd9RZeBlh)rB}K<Q?Q9-`4NaW@dvIy&KmzizeGU71Ny$$
z=o|xRfGUAXOzs6w>-~?^K@<oJa7FVUv-0qMSrAm3tnyKNj|}}4<=TsuhA2&*ny5Nh
zT#h?5Se$Z8>OVFrwKt)7o5obSH|8Bi3BU6d7a#{sP}sxAJv~rnBQ^)Msf0-41D)6%
zLDtO?=m;=N9TX`L?t^&EyT=5U1jDf2DuQvU0!W)EuC>5oGPu`-dm3OGP~SV2Lbl{h
zF@?oPr}2_sP^S9Bxkm*K1DSvdWfo$oCg4ENT-$-~r$FLz8)2O!ZUi>}fR+rFNPB8v
zG7yF3d<Tv5$ax2~v*bqHe^}IE4~(1Wo)8!duu5GoX&f)>GJdW{RWB1qSubInK=dCA
z)d_zc2p$Dp$>x1F&x{590uWHMOE}8rB?@3QAv6&+p)>*A*ewa0V4BFe!Ud3;Fu4d7
zS)!Ek;{QXa1kl{*Ek9b~?V*E}z^Gt%@CQqx5{h@;5ThTeAEzI#4|<0V@nyPF(|&+T
z8a3%~z~(!lVwYjCB)4R@#4Lg1BAHM4BK;q*(el5@h9&(w+JK{?It6-yPC$lWUKxxM
zp}nfeJDqnpg$Ht%Au7Su2xXMRo!GGh1A{d~tI#P?fe6Ur?{w<Fz*GRT3s?*T^_CJ0
z%E$O~4(dZpicsPo{x3$c092D9rpDWqSOfBf;}s@_sy7yK6IsY*0p!AAisg?1hT(|C
zW8A3#W^HC5YIyJtkTjGUgib82LOBN9rc|R$py`(jh<MNpVttiz2ELM}7gCAI282G4
z>=Eu+fz5zcphN%#wU|V2q7T+JyVw;6F!wlS;ho*dIdZxm3xmXE9d!VHByO~pxhTcr
za*px;D^NsDA46{9L3KpG|3mIp8;|vX4dxaDBg2?9L9ssXpLH+}pZ_aafd3V&$DnB0
zf3VjcwJ#nZ+iPF(*fruJn<&l^o`<5!rWJJy3nU;CK%KfkLL^}=@qr1y4=Xmoaz4>w
zK9QPS@_ZEOLQ)1$`mn}n$-ig8`t-l^MM)0Qw^*sXm#^jda8Gp^uP;pbXCLH=xl;i0
zWZ$_2wV}D{ftg`~!WF$NQ^>NQYAWtXW3K?Mt%TxVoCoh5k8@-iluNzh`{^(~>lG3F
z7j)LBBtDq7YWc$fpeJ9OpX4H3(TnOvXGxo~0OzJBqv;2eDX)nS!ya44ifBx%Xa{GE
zt!RM!AU0+a$21V7$e!XQy<jy)zd9a?zY5$WU0tM94<UsYEE1i@gCRmd2|GvhC4^EX
zAxV0Lyud?YlAa|m;kpQ*<COQo8yM~ckVFZu(DM&nS}i|3N#0FmNAL!^I}RkCl0VoO
z%bg5@B~h=_;BErv{t@DpR3l+i)#cK;59Qt4Q~RLzesIHS8N!rm3Q)9xbA_`E1W);0
z0QN}1LSV{0N3bE77;FII0k(ncfH*9*h#K)#QrgtafCCV>3{wd$EMmgKyP0}tdH*|F
ziNRVW+EH`VyvQG^QHo=Zvun~9q;||C$0WpH9|2Ifr2C=#Z}5+B5F<*L&|a7uA;{Gb
zTSG`M>J2RfhcYqj9O;n>Lbek_5h`=S*ZL;|l#P)v{UuKo6c6$Mj)1a3h^-^&;o(*C
zOH>tBsdXUS@CXZv*;`{7_sv_{*`eJ8nkWgM0&|lY=_&aJZ;NRm;4R=k?1&7s4)T&A
zDZ!f$&5HOU$4f;FTnDk%_LA&MSyOWZPLLU>F_L3k&3P`6bH57ndXqv)l5i-;CHo`A
ze&azhDb0cdFmH$;l{?Go5^sn%><}}FH*|O0ckLw}(u=Vb2!tXe9Z3eE+@K{DhKV5E
zutH`fFhfM(un~OGMcx=8G?f05cflJoy|eM9@g3AN^0f(B7A!J)R5KDS|ACqBD3daS
z>IoPKDhJVlMnSTm2oM6uR0eDBE7%SMC?NsLz|Sp3fMCNZk`p1)P-=I8SU5r8z9a}4
zK}zB`GNz=P4E71Tt0uZNEL4>9oP}}#P7wXZC@E7i2=2xq$t>hQR0_!*<;pX#5UZ2D
z0%rBzuswqPXB*pBi^-Kagr4@uR-;NMr|lmO9YQciPMd9i<LiFh8nuVd{A#14byQp*
zw&Uw?M0fhx##Oed;Ca-J9@QO{i203gsuJBBi-Tf|GhpPm#iy!EqAlToFIkCWm`W2P
zI*U0S7-qs#<q{(Dk=4o7Es<@JhZt<q#eaJurG`JP1NbjmsQj!!?y}Nfw?1tHkgD&{
zecf{nPH(7;3|s7~z9<my&Ds&6*ZulPm?JD8;Iq4vFa#GCgND>V1oavrW5D?SciOh2
z7UR{8jV{rH%Mw-)GD_WR<0{S%b0sErNMA-MiiYk=PiX166F2wW#5P<PF(XR%+>o3Y
znHB9X(vy@jT&%RR7aJxUDl0PEMjPc4$uUYk=7~Dm*C?r;Zs}XN{Nj3({Nk<<!D7Lp
zE9BNFn=5;)HUvYdx*kKRTf^g836HAi2G=1}Dem1Kb`PV&_bS0(nN93rMwxE3`}&9j
z?63Ml-o@|lQ|u}|^zrY%&m+p;S^nlMkyZC-;mJKluGT4UWlYuaxbS$$+DyDS+yYx9
zri7>Su8H?C_nm3PS38#;nz(Fmy+}@+M_@)8&|i#4G)Ia;_=)wi_!T21+*&lQ7L;2;
z{rdT;8dhhQZ&#12%dpaTmHpJ!Jo=pLovRbJi%U~xGFM-k=qq+<F=PU26RNwia<B`!
zndp|_cTxxW{i~Okr^I2HVO{PR`!c>h|0?~iujemdw>8Y!Cvu)YTd#Q(+IVxriNdD8
z#-nty+*g{GyH2KNcV!&BtK9CwK!kCz8}}#*3_6;Li`=^V&F96TcoP`6iKDP^X4V|!
z^ZJDG_BW_AnAHF)2V>-Sy5uhE{fMiDH+;&&zoDq|U<Cy>21D`QuY^B>!9_OZSR)u{
zjkN!YK>rLr*8KYSGwQ8D^zq*_63#KCR?jLkF*nQ;@woDgOgR(c(yil-&FvPrSI+;N
z`r%%>IaWj}NU4B&fOdecP!prqV<4QA@+t`n!T^PjGs0_I_?p8{xBbmW*saNuZT=Q1
zI%N$dnk=zT{958XFpC^ri+5ET!v3IUZ#mJ_<Z?z|UkFm`EnC7)&07VFVwIDXS~cw(
zi$Zxvnf0@J;x;GMg(|u|EbqYyTEvYB=*bq%(T?;+5MOJSu3%#YcKXbeNyq^dwQ)4U
z^&4GRj3a|yssp4AiUbvM7wrn!P;jRHKXPjA8q=L&9hhjfE4;g{>dqS56}zEKPKgD3
zMSq_}k@^gI1-zl?|C7AoJpL568zs?_`hwhgFC~<5DtQA~$M`pFohAbzZzc$c+?8Qe
z!c38$u%cDE3*o;{9iPB~D*oP={C&RIoM4B&`z;T9QCu1`xiHyw!UK8)C79zWVBkn1
zm{5l5LARqH*R7dq!_88+lQN4N$mrkQRFdAr)dUF?>m5uXKjQr9PVC3|M_lGZw$O{G
z{+F-piN}{hGeJ^OAG5+2=Z8;jFGHp);SVvXgaz6g!2<{ic9`&CU#>OQCi8Q$?-k$g
zU!u+V+2UT(S-!}1GXb}NwHK=29JlB_18kS^QB)U<YacD_Y!0s8!Bpovm`ao;wn4K|
zZ#`@n8b0RHok>l_|7O~*C3APYnA$IJf?y+UGoYt9Eaalr^dB%~{U0zz|Lby^X~jxc
z3>Dwn)ckXv{V#Dz(?9Q}l8!TuIgpV()2QFioWcR{88$DU?!Zyd&5394{cEdtFlBYq
z6(B12hIl(s3FSfl29sk2cp|K?v>&K@ObJlzr#4I7-x+d&JfzJn`Q!7b(GQL{4i%9e
zOn@hPQVsE?5xy5GWi6&u<=9sxoK}YrTlADX>Bf0+kG<q)rFN-}RUf#gR7X?{2G~_%
z=E&u9y4cLAoR%2y=Dydm=f}B8$0>*|k<8krdQ_+#dJggZAm@lEpDvaCN@M)WD-q^u
zrZV|Ou&!*mh$-9^CES6sUcm+~TRtQCBeZi*^b(;;4|R&Uv~nu&pOnNkjwPM2mDwmU
z{U!0Yyl-h<iv)u)h}dw61*&w-T20}3<@yBAp*G`h6<K)C3IgQMApCJLn)j*01K5YP
z9TDr$fNI~9_o{S!_Tvi_&)KWfJbrJr@$<X(l?;P-HpN3?qwv>r(V=o#TTe$f4GAs+
zp-Zeme#%QwbBeyyv_^xWIt?}Ch>__FcJA|rg_)WD?`Sr*2v*j+u##^vB^>97I=9t!
z!_FBE6eVhkOp-s+x0RSIl<c_aK6W`MI$4DDD1MDHbHv@$=q_qOy6oVO>AU=$6|haU
zjV2~o6eXdH4|U}i)cx2!(mK0|>n!HIte|CPWdTFBY;P08qxS_B4N@hC)?wI*b`*0a
zXXi|o?$WtYk)x47d$Mjd(%Vt}&DY1&R$Z%<howeuB{|#Oz~W%4QHg!BPYB(UUawmo
z4Ku+Q?_=`kz@SZcH{X9H1)SSh*>VpR$;p$$Hs1u)9np`R1W!M})gu#t;#DmMkntR@
zasobJu=LW;i{1!^{D`%pkgTix^0ZG}zWPVdBDpp?)dqF(4J;bcEs0Sa_<l>AT~Cg#
z869@lDPNS(EA{gXa&qX~7U$}?B__RPEfszX8;~cvPaS@eFIqM5`l_pjbk}KeBLZQ^
z;PDLO{f@SGl&{%#bBIpdD~lXh?hDmg%Gdkwa=Fgrr~NTUVm4H%r#G=LV0)X$nF7~O
z#sq3WlDVHn!BV}dHAnXlgHOM3)v}4`1L3ZXcg=C25$p@R!=xk3kRRB>{&&d>YsvH6
z9UkgTOf-G9<QBhFTw@yS%4{EhG}g>^kv<(Mc_;F)u>K8w^cyX}>zh(8VaoG{Cr6@i
zEy_dtc~`d-4W2u1{E-X2+|3K%xW#AOn05t{*i#MT>RKlGwid5!O6SuiqZeSS4_&G;
zA;I=~+n`w^O08tG&9EMC+#LPWq+{Uw@Exd@Q=9rB{Zn2oj@S`}E{0YM>OohoF0Wek
z4pW4bM7?=$>wuYh!aB7xdX*Hmhb@|ev;_>(y)#G+)niW0V6^wxHEKe{JF!#h9IqHl
z@zyWPBdhN7zxG*zbuOJduinhBh1kOn%yDR`wRe{VG9NIzM0afl&h-v;1x1uG)e(*Q
z@iucnUWv5P7q{|jBcnbcU<?}MywX2ycV-6Z#)x5UMD$8cU1nc%H>PP`=hxal)0C$0
zHrH3X=wP6S0h>G@K>`Dn_yJ6b&vi3w=kpU~`R(5PxcGw`i=500lfv?JevdB*qR-|W
z7yZ3G48udfzJ_;u1?MLEyb-R@oMB~HVXe5qI;eCSDv^@6)um2tolD9BK@}7Ml*_DG
zP|s;_0}ejfDwXX^Fchh!c=r7c0Uqijum}5gPW0t<9ldPn&;<55zCZd-?0#OAQ6cO@
zu#itv(Ne_6y_m>GT}SgLzlsL=zLXOkOX;kijD!rR9t#SE$hWv(yU6#-`sRdHYVSQv
zy?OD^E+_ov1y^zrq%DDv(1OOFSZBe*zYtGsxK7~y*8Xk}3DU*F4lSOMvpJLCh>MU3
zNh<qT8;QMijZG=rk{9JE58?gL4}<jMu|txww~l|~%ogjyVA>w)l{;J}TMN@+m5oZ_
z|EbZN)_~Q5j3g!U<JKhM(kFiI0i=&=$ipM%!=KqSPl^uVsAVwzbPd755@lhTkR54a
z+>(6J9ZX|<(1nz^jnSYu;9o7DezfrXfEv!xvx-<G@$lVmh_UwC{kYi&)~B7RHiG!E
zB8$5KrWQ`4u9p3GA3F1Fir8q(Nn8rM8;(kR?ZQpz|HIxpHHp$h;hNpMZM%E7ZQHhO
z+qP}nwr$(CZR|Ft&qSP=GZAOz56pK}kx@}~kx`ks)~a{Cj}ko2il^p>{=?{}#$1?k
z_>`PVLTb4hMyOn+0rjf?w!5t>lS^(}`ZPeetiJykD%c8rxFfEU)dJ^(wXj=$ZynzG
zrpE80!4O~g`GPj9CHf-DM<zfAN3a;z3Qn<7ElN;1241IO^3xJ(sU$i;Q;Da-PfdH3
z9jD6A*6MpnK-KHaBe32&CQ9}ZpHc9M)#^J4f?XKs1~rcmr+lHx%HP~KlGLN?hhlp@
z+oSq5oeF4Vm4zMxrCEmO9?}qFxVlr|n_VCaOE247n(B{zN(e*nkqyn|)VFn~Y>k^e
zvPIemDvW4EsU^>qr&jgOb_(<;f9IC2Hqr8|e|FsV@J{@O88nX*2eidmd9>|=$PPuU
z6bDNe?7$`U@Brhg2;u2%t*0-S`$q)Keo!(yxJcG5*Z`ijb6$lunXG!BeX`=QtgOXa
zj{7sHIXiGXd~~rF$@IFiMrl}bZ#uo)Uq5IlJiL@;oI*U@SFR*coQAVE;pl}@Tukh&
z<(@7(#bVb`Q&rFqLrXn=<R%uL!4VTo{xibr_*P;M*UE0W@o50^&-0o_QUURHV#!l-
zd*m6mo`6*vpNQODIDw+HfFIi0YSKsia7=u5%-+lo<Gk;_6eZ*^mkgRz1`Sh|Yo=Ru
zTk%xhX2p^{nBzQVORBPz&D*1Mr%V++>$%BEIbl6--1Z!|mwDQ9)$D4g$%&S7l5@uA
zkd^g0KTk1Cua$BQYhF&4DEl?{C<kbj-Hf+w9?jFXc16teqo9e_Af2`^<f;CF089}@
z_`D&kh$ouuVsYdvbo639IG`RD1%(s$hxHK+<;6o0+H9-gC<3xBa{;rJu(6Jr7|AO9
z8QG~z!LU-7ZOd((l6CsB{jpk-A|(_v8<UvU4BEml&so@U^hA#T?&*;uL$w9;AEtJK
z9htI}bc<($mA0#|%W5pSyBohl$ZUGnjpXc<>|(f2z0d28vfxWK`Rs%<Df{PDXwjzr
z6L!#dvXqt)e6^FGTH9v+W3l}z|Elwl^-<V@UlEHFhw&p@VG}0-c}KeY$mc&p9}~<o
zQM$dKacDiLiHw}&Yf9Es<s=h+T!kbMHhCsSBycb^-p_x5NVBFWs3!C4a9`J>rPA1s
zwB7cP#Hv;8`gv)c)C@h1+@*YK%5jVBhk>1F+wJ-ztg9;7j=XN&%+LOIodbdw<G1zP
zo(qf7F=VdVK}YB>j;#Yb2o-IkVw~9Wc{(Tc+#DhqjjWuV9BQq(p!!$l2hyuT=K|u|
z+`Pgz9ui43(PI4VrhJR)y>x?Vn1QSz4nOFDd;{=5)Uv<vX~@~QjH0|bYJY<9oO>E^
z^$Btyov|CF9%8djb?td)k?A<KrA0}$`(Z%9VplF{DOn!tyr@(;YP7S+E=J{~?awDE
z)cb($?gqDmNTDJrlkrih1=m{+2G*@6{cE3`v;-tIS(Vt!db36*rLh-RBONuj@Zv{b
zY3nsQuC~GKLvd;VT+3(-<*dJsvZRhMu9$|md^|V$5-@g56IrWQZK+!6V&Amkkm7uL
z#UjV^qJSF3pL#=2X#&<xHcU>E_Vw)Tp&E~_js6C}V#?M<6bV>zfw_;pM5|g8TkFM<
zU*hA1`Q4pbc>B^2&B?`i|AK-ex!Ym<Pbpl#ebi#EdJ$-jI!9=P-cuVQ2U8~UbyL!S
z)3{Cbgkuwiu#T*JM@(j$fS3!4u_;=6!drMIo3#o26UIiw02mOAunmqgIFsh>MCC&a
zhoi#3ztQ4_N&~`UZ1zgFD|e99;*>?XZl(&p^5((vRWm;(S*35xe+vN}#tk`LwD$U;
z&WU2R{Cv>=k-a#s4!$S#a}$?`uT#33+a|rgkR@~cws3OcN93(hs&hIwgzE=Q;$*F(
zLPMQ+J?T!Qp4F9ZfOVA9IrlwA?|K?+VtSj1$J8<@s%A+>0zI-?UD2eWQ(D}NX}a2Y
zml0(58eM-~T9Sg2X!<DAl{KtVciX8O%J#SvFnfB0O`Ff%z?!*&m=m=ccD`i%IpLc2
zQCos2KeCBETFxxQ{)}PPlVDm$F5clzFv`u5lZsvF5-qNh@hm7Lo|1zZ>^h>8a;3Yf
z>_;#BQNdSymxIOK)8EM4aBq;XdX~zmhN+O+v1wg5OQ#(@m6VFX5l?3(ej~=<&<|v8
zRhzh#NP{7nY%hkHVb_#}GZL4yV3dGzq_&LC2oJTuRFHt0?QW{*q~O-HTmlbRsVY<-
zZj@Xkp-NooYR41ZYep%xy-KrJam^l%)7-`kdlT|$UrMZ!llkmZ-x_lf{9dzHjvxRL
zaqUtSzsM62wTO&xB9^ZaTv)oeg6&pCc3zji5g}K1IHTx%=!_7e&dr)<X1CMdT3KCO
z$~&~foJue6zqmNE2tBX!%7uQJYDu`qJuw1}isjNdLNc5?O-xmuu_15X6Ct)YZ6sHY
z;H9X3gDGB?ZXb`(wGTxeXJ@3e#LLTa)1EF?Nd=``Wd7uQBILiVAfu{q!3dgdb9IyU
zP_N5d8>uwqV2FYYrXTE2^?nTC9wgd@s^oTO0jX`)=ovrIZDf0b<i8brBT4mLG+L!Z
zX6a2`r-FJnB3z>qW6_WG$})0f?elHg-#-!0@Z(0e>*Fm5B&Ro69GG$|G$PRuM{ai4
zE?CK$H<ob{q=RnMFsGZ=_ppTS$pZ)7Hwfq-mwI+}q_gw~IqDXLrOkwrQWifK4;+6s
zP$>|QX;_ihMX9pGK+g3kU}~d)nygTCLe-$RCsMbqt%OzS_&4FYqi~TQn7p*sbP`So
zWY8l`UM9`)z8Nl%Ely2l{YIcVqt4}18E{V8aULjDTX*a^5=)<%)<*(cC(e@|&9W|f
zwH1xfJ%e-1BKnX`G_j3mPL$m`SuS;>FyScAz{Hcrq60(i8{GU{Z!0Xoc|IP`RP4->
z+1*r7;Ls4iMg2adpeqwD$!cFJY*||gt<(`+VOj02GLvB0uAx6g^{BeK={){47=AGX
zo<D0Z>;9O>y<s#swCJC#j6w<2v|=<50cqJ2I^EuAaQk@rP@AAYFpq7eEM!d^=>YYT
zkcF*)beutynBKZ5d%g5`IeFf8!VKdBCq$#Pv~hCc5934O5<YvZk)n^~^Rt!AL{92<
z>NHlP_Ij4g*bFK|K|NstKbYqdbZEGX5jI>?J-eiWpx(Q@_$ofUC|wVw;Uh~IgHD&*
zxq*A)fv(rg+JU3qH-{2VP&&5g+K-L#k$c=f$=up5E}uKS&a?%G7K|(|mnDb?f{Fp0
z*y^UDf&^aH;auG`)0!=xjjHHUH0j+g*TeIZEDYg)K#h{p8jULD;<h>rY}Wsxy+L%J
zrFpA=QSaXFwtdEQ<w_)jRpu}|E6mi6E3KXs50{UM3yq5~<~*H~iTEZO4+5z)9^C7S
z8Op@UeZF(U@lXc0P(t;v9v4myf?JgtRS{oWxY!?`TQB<L%@!0Bjljb425){qLY+k~
z&Fq=djg`mBEgTY?db3*yyNs)YH5es*uLToY_h-H8z?YBr!-S;vS$^EiIfPXvS)j+o
zs8i((n|&U2{UpYdHR@_?rYeb|nHjm~6OzkkdcFtL6LZF_EG<W{QCT^h_5)eGjZDpD
zO$3cyy<KhfbiqDN_v4b9Q#~17KJF;<=*^Jwh6@zQ8i^(Ye>gD*w<KSnRdd&st;TA`
zvfZlfRmQuL=~griaPQPVDT}!32?o`vPQ`5ky-)*jAK+!ZF89L~REHKwK9gGF4A9Xu
zsISRr;$YO^i>K{K5@EnMZGMjOui!Tm>jc+*mEyLLkV+ZX-R#&BNu}tqZWu^oP3GW(
zC*&7hJoch+EGbNFI!x7VMyDJyHTp}_rg|Du5{xSsBse7|H!8h6nq`QC7KK9RbCOLG
zT5h)O&KWl^pkt&m=kZHcfb%!Ey|gFSt#wjoi|tPudsbi>$Dr<1eQ>ihYhz!Ss~bId
zM}5NKk3xu|i7VALvk#G>-@<1=9YrdOT$+-{T_^(QbjIiM)23O*+;|KltGz@9`D?#f
zBl)oQNn9_?g0ClxLJ#$G8II{R$9wbakBmDU6`Q45X*JrrSzDdfoh3J0mm03?&{_sZ
zDM2YBOy8=<-J^}ohl^2cw(|H^G0iRmc9{A)ww}z9pF7uPM<y{fBRW-*RI}N8htjmu
zC#zOKRXmYTw0X%3xiqX}hZB_Hk4;2AjRlg{sUvCYknLsyOo3VUH};Q2ffM_tb4Z^c
zwq)?B>;mHc0%tZDVig{RF!dMqu#BP&=`q-u?Bu!h@ylQP0bkS>Ke?$s;f9F2K#wqH
z+M?w)8rAz+jT^K`8bva4LQ7oy%!^JU1t?5qEST!+#C0}!2^fvWXF;w@Qhd*I&Ax8V
zm`9p2QQ1;6R5*)skrJI-qFR})wV5t9bvWX(Ic~=!3+LWLrJ_zlmN-1Q<>h(YM_EN~
z7f8%VG`Cxc1P<EN{IZ6tvEZ~8w&=PX!#}2`bIu<F=`IxaSBYB5So&q|v)W{>NDiVL
zB!6{lp8IOq^`!<X8MO0}`^-_7^5td2+?z`TxYv1?DNBQzse;9ap%Uwnsop}5v&ZQS
z#1r206t#cpGD@u)kxq@(%#Y@2>{`LaF^ea%GOS%siq3CTu$Uu|C$~GE5MxW(1UqL8
z<ozt>7VGO7OW9ZRP=jO{gd!!9ix@mh-#VF|x1uKY-1vajk?r<%U{y?xHkhxWYSqyF
zR8`8^=VWIia7s5(9QD@62pH!{z`~+A0YaH5t4J_k#Sh(M#mY-mu)AuD#%Z(frYBqr
zN@7OF_f7R3QM(}gS|wRJi0Mm7&B`xfr8ECt)J)4LCGP$qggLP-3_+c)DYwYxuEykY
z1<cx8rpq~r2dhgdoJKuqoti>i%c6;%s+`oX)P=A*xEljMEsYWL%p~2HO8Z3u1Tqy?
z*R<DFG~2mcSXm)tt?C0sCL%(|Td;}rPa?H^UVp?+a4e%*T>|8Axfi|15cF_p9FBr$
z5miex({ztr1`f8VQ@x<lQ~-3kuVt9c)Z781CX-H;iBCGVKVE0FT%IaFGbN`va&Bxo
zdbBoml1@*gLv2nlW|+p@%Amh@Vt#)LZDBl~tbaA@_-e-#KS#yGws3;N-O&buNsI;C
z!yRd+jWdR$Udb}-A9+~8QN=t!q*#NcgAr9Lt)=8%m}fJwTBY@`-C0CrZzGv}qcMD=
zxo|H>seBu2d(@9=X4N#hRd@?e_E^?wp3-h@#B-aIaQwO{ns5x0=|%aVGgH_7Aoii6
zCOAG&8$+`GVlzmznCa&AXr-bTn8dBEkdA}lbqtGS*X^afCEsLC(imciOlF2eDC!B}
zgEoFE`79x<O47RzYwno?mz5+V)x?jNl^v8>EeAIp7dH`1@85HWsjbXf@Z7Fv;gcIC
zTJYUv`gN3Xtgd#bb#%5fc<-5;aMo1BrlViij3Vtk;-U*tn5iUX`~SK^sAcvX(>P8C
z$H#V07&W%5Rot^<;V9L@^#-CmF?aO7(Z)-e;-r%lL!}0qALis7KJ=C6h>D9$NHiaz
z`up#v4Gf6FoRyW&-=$gwE8*FCet(NB)`ib2YSQ_z%}>g9xYQYi%#KwqVP-SqZtP%s
z=6(Qg>`3ekx7-pkw)GMIR>{I)QzAvkGtYtmV6dx~EXq!_9gBxJe2P004k@RTO)~3K
zRvK7CWS%d2p3k6532LWJ3`i*q3Q78(#SJ!LR_+@i%%*zRredZg(LSUNBljmqz|I2s
z-@vcGZ@t&V3!%bwf_+UP$PV{yf7JQLy%oAIF5ZZtG$X7y@Wo44-izggUEF0NTs=fh
zN1bfP6DB(zPbEN7i2P5LJBXTVJG#j_hpZo#r?0a#PYcr<S*OP7H*i)40-)zBB&MYp
zi;hc--?z`#K^6i$&a2knI*cmk&79Y>*U2d=2Q9>q6t&)No~r(oqj?#{dJkz+M<rlB
z06oncnl$=o{6&CT_t0BKBQg0FP#bv(qsDj-5}0jydQLeY%SMS;a{Kn5UWk0ig^?JQ
zgiTJf&uofC9vQvwRRC2(`mPAD?IhI=AVqba;cz}rmF2Ob?9;B6M%}lT{aB}7H&x#w
zZj*N`VF5C&DOGosuIEBZOF58Xu1wM>Hjw0>`x9AYds9O54yCo68@OHeXJ^PFXVBT#
zz}~V_qFO<nTd#833T~Dc%JJpmRc&R!VVvcT#-`k;3AyFO45hsKuX~CC<#G9@GfUF(
zbcYuo>nBqAJZS07B&jQ~i90U1FTNNyguZA_#_7a_quGYdwMJ7jp`;B*mBYABTGIz5
z66fQ%I%Z1ghO%na5eW*C`1C{5v@^*FOH=fKZaf+Mw=N-_Vj{*B<0NmR@AQSSU?mh5
z=xW`M`NR*P<fn$<|4wbj@V}_d1k9Zr<%}H!ZLRHWZH#T4@YwKZ1#PWt9Te^K4gW9a
zYEcJ$_x~5`YB6JTQ!^(#_Fusxt)jDmle^vTQ@^!))8C8I|2a^THLx%?bi$)mH8=WY
z&eH!6f9wAVpk<_IVEtbek6G8t^uJVN=)t^q*6#2zD3Ub*JPrUctv`InhyWC+0CMfX
zeiOt1N;H6Z4iEszk^p7@-TH4f{`)rmTMqwi4*%_k|D6v19f<#h2meJx|3yUq|A>fy
z{4M|mb8)NxcS#Q8|B~eVfB2o#<FV7T{?BxT0gsXXx5MUt4*$n1{_jMEmG1xHyPf6K
zX_!Q^-9W9?V!i3&yxyWMtFGNLZ@j6Znrgk-V%>T1?DOI}({8$ZAB}AoqlG~KOR5>0
zYJLz+K%%UegG%4P0vfu$&N@%WNOKD_qP{kwjs}dGNpS&C)+Z-$0W|@oLAN1LlteNm
zF!XCL#(_TUEjW(00u+jZWJnNDaA^7wX8=k2;*^+}naVl)A<XPx`%Lwt?3*87*og_d
zz;(7D5cP{M@6L`M?G1l;o=G7AAgJiApt%wHp_Veb;x97OH#a=r<0Bg9D>Ab+6a*{W
z1E?c>S0y1p<5ct`jHl?EUkM-Ei5k1A-Q1a8n8^~`LIA*1sAqL_VRQigOlAaJV+YJ~
z(<4GQ4tFXi0&oEkCBz~SMl-~cO#E@UR6uH1=g|CAe$zzr>xAg*f74yHH2M{(;C<6>
z{2YDRf&xX2?Ygr8N&QHFr7CXi%wylNZVari`-jHg>spxnFwnE5|AJ_;oXho<zA2FE
z>FDbhzM$5>`Ja8`4snk@!P>w1Z+!6?7kS5|UeMIO8yya4SXh3TPJYU>DdOw8qsilw
z8s~S_zj>JmH6^iPe{c_cK`jBOrm3^S%f5?Wa(N_4?Im6P$_t7c$9Fd{*4Y5Rt$$oK
z@Hri^01&ttCwrqUek{_acd;X$Wm0~UQgbpdd9^A~Q%F`^07yv*SW0}g{CaU-ciD%p
zq^_iYmQ7Jkd#~von7(WWd2NIVB{@x%;lKb87Js%<exlNUOsPzduFTG5iUx=JhK4>_
z?{4pPO+9|%Wro-1cQEtx&EH#xe^LwT>bg1O(YV1Vu@JZ?cg^kS92t=48R;9}K5cu#
zBMS-pX5Mna4sNx+Ev-!6S{VTRIQxK2oX2;9Sl1}18MoU(8C}f;lp2H4wW5}->kNl3
zR%aC@F{kkizlbFe&C@)g-r3alv%szlAXR5sF>a$<oaVg^)7#(;&@V2yk<e!x;9LrJ
zhsN0dMBvcXqVmE`9zbMnQ}qDb;(_JP;4P;^pI;X6U!2Y5CUel0+!K4eQb7;vci7qv
z+O&SHONIj<Di|X&N9OZ!(15kP(sraXIfg`fM_T>i^Iv}_4x{L7Q<}h!m*H!8=YE7^
zh9J2nSwNpg`Wf3~dMx-u?E)^ya++{T+}9^X_$%&AbBZ>Ik5YF$rI$9B^&H%%D+CjS
zj}SM{=oK_jv-hrNrt-G93;~NpA!(2Z#X5|0Ym(A)ui~fYyCd#2oNIsWqb|q6G5Pg4
zdfq`$loa2A&%(n7SfwmvmdDTFho1KdKN+W4Uc))Xul}-Y#3n4&>y*04js@y_qHJ0-
zR*<S2At5SmjGrI`Nms8q6E5K_SY{J*LXOtNw5rpIPaaC(O#_e~pdkz_NBr%tG?co;
zjv;se^`|cg#&|pIW;30!KKD40h@3X`B;_yXGaP(*{@aa<DXf{)ZBWS7`txvjr-j)U
z3MtXmiQiju9VA5Vmt6Q1k-C?#*TAw#vrk;~SmR;pDJ?}ih67|-XHDoQ**K_)rq3xR
zvPnSrW`t;F3dmbUpJcG_Sq5xX!iJCYRUos241-xY<=giBs%2>pfE;SG{uIRxx3dBb
zk#1#X_fIMNDM-YU1%_yw>kYQO^VjJd_|b_^y>^UU#$29|l0vwACU<sTRG!j;1C43#
z1b74QN$}yBd87jV(LEOSlZO9xdMbK@_7u-@4zseFnjn2gey$ew;_lnQWZi+5{n0YN
z4LplWhP>vTFF;O19X;n&Wg4Dg-pX+93jy%hzp>e;U8S+10noPU>Nw4<ooIE9^|?OP
z!10YSbSWU_Q)aF#UQ?-xnIl$T2kHA8J7#Nuvg7<f6);+Q=is&Mi<tuak;ya{x-0yZ
zp{}sdtd|8SN@_>w{>(fPGJ=R=5J|DAlnFT-ehaJQhMz`=7YP!tN%KBZXhehC=XxgH
zcbtX`4|p|T*M}oR>XMij(sVD?9pLFyFZ`VY)bXHt!N9!!cw)WUTpToFBpo?G7A)~j
zWewtwa*>)1ib__0n}PxyIQt8L6%|%+L_{4p7Mo60byU*4*BM+y^8H_S5G1X-X}Fug
z;Y^7XL<#XE*;Y3>jZJcFeUS@Z_^HDFxHWsLn#cuZ>2sPdao|N>TJSd2n5`4W<WYMC
znPxs8tVC4ee}>kctGC-PyTWbkv+hc&plSFaXfS|TYipqrK|w(d@L78=Anuu)bu_U+
z7%)PzYP#tkBIKcmUz1#s0Xqd03$el=YPWyk%*A>0Q?}crV0k}-*<z3pCSa93v6Kiu
zionKLq(E}n@8XH)w$YL}gWoB#X?hQ?JlnL!SRR8?-Pp|@E$s~O*-;#_Wju~{{(RQN
zGYoJdg*0_cJ#>-o48j7N#@lkX*9M+Eh9AXF`ILkxdIO4r7i^HU4@G-oELP3~u8{Oz
zXFlh3;Kp(yhHop<_Hk2l;U(hJ7xS0cvTpkMhUM+l1kblF+?jYcFjU!YI7cEf?E+7p
z-iGsFLGx&AR`M>vom4C9_tTV-;8Om3=VEWuwfcN00Vb)AO^T%ljRy}%n>0@y=&*uv
zVj{?gQetvW+BhmM@x;kTn%?k%^1E`iJ(D<FI(OZqq212p#txXdHx6Hzm)35`Qu^YV
z^Cy9`dD~kS05=EkfHk`Vn9h)j3-WgJkKnmGBFR%f0OQdT%-LaZxzn1CKhX|G?D8|A
z%;D3L|G-JT(c;rRz=t<P{o=AJPMEyz6q$#cW@zMLfG4lmT<}Nm%6_2Xt!Y+B5$=7L
z1aL(<!*hVi`0QI<MW<S8l7Xd*!rj*SrtZ4(0<0EeN;ixvSrh+e_tVFKq-INIiqAa|
zE5HX%Vx9saP~vEH)}2Q>?p18oH$`h?;_1G^fieX2ZdMyqJ4%UK4a7c0>Mdc9<g}_n
zmb1uzF6lbfwhPdRQ42T!8r)ZOkF3XN&>gidKxeZcmj1vISlyxN`gbPFC{~_)2TpR{
z)5f<8NV|g6{_h=WOzDi?PDxV0pRP?zYCd){ybeBgQT@wHU;?lA)sZ8D*{E==<F+`G
zipj?jdP5H%U0YY3d7vwmcRE%D(ZxQ>vaZO9L$4TY5#_!HzfP9qtTJQ^ee^pYh5<<)
zhZwpzQC$1dv?$efqecXk_YG1)lU2^l#?IHO$!i=B1W3JFy>c*t$1(yYxMHz176(g~
z!6lk;U3}y`8W2A?IX;K9UHUo73``3is7@mqLL?|*-X~ju?awazWx=Vds_>D29;zJ*
z%ra_3$u#^Bi|GN>)l%nDsWEzTs(OAT>C5S`-c4HiJGOXZf}s<aVd3Jn)O~TTZ@&V+
zhZjqH3-&5b^0X{WK_-q}O`QR9Z}4@Y6K{S|r;yh+la976+rD|$Q1Blcw(0D>c`pmm
z%T31D!37HJ{6-I_2q3vVlrGo?{=&Jm3{P0OgqJF6uBBuUbgkt^mQo3gB!nnj!Q{;W
z<4VL4nNtfGfi;H0Cr8!~BbRuiuQu>VxoyE8BHd3D0tHs|vbt*xBwY&7AuviD7J;Hi
zte`c!Q`mt1^wg@zm2Es6QVD|D?<}4H!H0U3a!Z<I1F%wEfb2OG9XsZq94uVwX(bwb
z2`x?2Tn?5(iQ3t&<Q8hzT4&V8B`uI$3eYqgbWHcAi((IL2uzt39^&+-J?`1Hv>|z-
zr#3|?q00-@em=y|`A|lc(+k7zp!T#DLphQg;opTc$4`Du!PR)%vHGuUl7f)}?aBa3
zVyGiNj}Z=;8$ya{Juvr|!=bR^PyoZ)J{*Bi;>fBOxdgTnpz0-6GIH(b1zpi4RX=Q+
zF`H4GD6<{$1fOpe^cyFWy;l3LKRP9LUY7nOsRvOaq(pXiAGmc*qmm>^lFD8u?Ohs|
znGxa0lOIA|^0qsWES|&_{^Si_)`*=hKO{rfHx{CRd!X=BdwueJFT2Sb-E>!Sr}Eh_
zuqaJS9sbFID>56T8V9lDeG%MZ&+4Tut-XWod>vR`P>s>4tpHQ$5;oLI)ISp098)#o
zd0ZXwzw(rPX7W`kRaN_;bkF{(=RBxTb;ns8c7MT{$&&pRtORnj;E>R)c!abb{_go+
zg{Q(m$Uz*{kG(soMa`ktLD7H|YG!mJwzkb)%#gpZWaq$Pzs`(a8<2A=CRE}fUweP_
zGK-tbga2HZ@M?-9SfK^PaW{Z^ILDHBKP!rRWpI5}AGrs7!Iyts5wv^abkM82L2zzz
zm~=~l9<BHCkN(o(x^e|$chf985knDbn3G*&T-I7X_tRa(t)BrKj;>5w<^1zKf3|%2
zu%l{AN#gv^9=m`Bb<6kFFdLo_hcRE<K+{y$N@6@`W}mm57J0e68utT;fuf&8zLU#d
z{;VIeO-8?B@j2c%F6tx}_V6tpeOSAA0wYI9jV<dgE5#})dDK^9^`19udp`)ka81I`
zs`SzTIvYOLfD;y06vV7Q6ZCZ?HW`VZZ5!PbizIG$r%*=;nS$tjYS+^}=MBOxXG0k~
z7<P&>$i9!hJ!v?LXd<>Xbkq1;durNKBhg*;)rcC7sMMMCda(@4>u@$867^N1QaBc-
zM(Zpc&`e-r$_~CsH!|z;ydZMmZ%VH}ZRt$^I0LAxIB)~4t-_fBim~>;@3YA#akQ4_
zIY4d7Gir9d7p<18@w%d?nNVCm-+<c>FZxymTkpHg`@qFt$#WVr1srY^CO}j(XT~um
zhd1?+rdHyLS%`{)mlsGyWyDVTTaDFYywV-6F89$-4P4-#0X<NA;)`Z7uceBqr!AcV
z>lZ|_CiB_*aD0&PHqWeNt|@YTFvlI+e#NokJiZ`uHt6^3UMB68{9Qj^3+)}u<ON+X
zQ6Xc)v$vekry~_ir8XuRD5-vy-9pgN1iPxNYA?SX1t_X_?$s$wVAB`0OaEhy7rO-1
z-O$c-&cYdGu3H@xHw@buIXH7H&{NQwqh`ss#{6D(jKIKCj`WM~7H66IB+@HZK~l^+
zdru{vG_%SvA%C-LEDN_}HChs0d&fgcjWprJym0YZO}Uz@33aD%hk3b=1^T=Jj<NzM
z5qSdTK8jZuYd%GeC{!G9I05RKK2|$#@Jrk3ib-?G{%0Vk!_91S7?|NiRW9_~=NbX*
z-YK*?b7t24arHg^v`M3wI>wK;XN=UA@yNIj0pTo2D#Pj1kMfe(EF`pqfo%;|6q?M_
zNbe}yn(^e|c_mUC;!I+_oQig6NOy1wFmum=%1BK!NSoqB(|@B#aCRB1(4T<i-Z}2_
z1cS%z@`TxL{dyq^#p<c8{T>-fXmsVmE*tl8ht&v`-k3a`C>TnKqxCp7nwp}xOvuT9
zYkjthd|duegs%dX%?x%UsLn8-PNSMwUb1gTM~wptA*C~YZ~rNUW2Pa;=E9&F(&4fI
zYTbLo_5i;gs^@g(q^5jH&F}14f9;9>Y0+IcO9qfFIbz>BxybYbtCzGKI>4lFOjvha
z0TY#tAF*u5r8M&4!c6hB#2xC}gd@_c;MHJbbER8>sWB|{@(G*5)wy|}fcOb}FHgTf
z2Zw5eH1-Fru9#VjUiGy&Wv=lU5}_e4Ismb?k-m`nh>pVun?dz1fZwRL(+zfK6y9Kr
zMD8BMe5d~&E*)Gu^fplv{`vzPZ=uLx4qj|1fACUZ(`Vxjgj1GmxlWnykD*97A}zdx
zVL&(q+)&<|RL~t3bMfF;Nd(w`OukGezT3B~30PstTZjzdVBLfGL@*{M8w=@2d8Xn?
zUdrVXfAejD@P~+p#L|7)EBK)u7?!;3P^US1ZT;%ztE>Pi@$dPf?n~uc1aWj;c3OUV
zy%Vqlu=CgYLJKaKinnWQryTt#AVGs^yMj)Ljy->tI3i$tQXi6`eKeZx$vJ0m)?u|*
zp_E`+Hwy7pqHNafVFEp~yj;sszQjguAxN_&yGfPamjlC$@xnoJE%>@%dKy^K+Dfrp
z?<Q;C5@{~Z(T)oNtYj`WZLzB)!#!WSnHs;A47$XnFs<_hh;n&{&J-!nc>sgk?nYCl
zerQHBa#$=kq{keT@Z_!ruFc4ZOy%T-#OmD2E__qCYY~F#xRI>gBoTU2zR41?ueu9u
zFBO)t1@H3b7ujBet+`4WKSd55>X%*tX#5Bg9KKBes-mX}ROteTvN<xD)JA&rcGdt#
zONZh%-pF6#nS$223ywUYMgP{seI0uZ1kMOvRh{HgZ1Co23Sg^1zyaoR=FV~hqz+?|
zI^_wz*{OgPQiAux7|dnyHA=?SX_kOUz)-Zu%4PW+mYS}CEdsN~F6{>CiTgNaJEX7S
zbnVxr)f`nyQ|cwN^4usL=xP{BA>4rkj(GtpdOjlu(Vfib$Gi*R-B45|G)QAT9Fh(?
zL0Iabthp!C5e)xVOnEzcRp>hyQF)f+r^IJP`ooI{+psb=`urR<)tGpAV%AZ)5zf>B
z-A{NCJOV_?VJhZad~+uwCXutzLmrpjn~FWiwGT-*()*71jR18+`S*}vZC)e!;mADo
ziOH)`J?S&x<H1?260Jv;!HqIg`<$fLvXFR$!@LQ@87$;zdLpw?hGI^m<q_R|)dUZM
z<Ar}X7@N&cn?B+<DGuvvbHuMjfckOMRk@N*<f>L=&;HXaq|qle&Ux?70o78CxT1QA
zc!HMdPCj^MKd=d&-06^b2FiZg8R=iqOZ9*r$xG?N!Py?le6hE69Lbg?&cJW$;+0(d
zy_o20n;R?!<=0|JbMzJt0WY15RG1?1UeF+x6&Uvxp^8L{tSrv$VSk)Qho4&S0Ur~M
zOlp!VSv<4u9I?G}v<smbT@65=F5OW!!xV&Ng|#Mk)RR}rpcaA)d)``r8Dq7$UPRTt
z-aKPjr{%zV2s!@Vw!(-cr2dt}J#KqdFcbA}WpQyjk2R=pZP2&M$NO<x0Chv?!FPOd
z5jwYuUugRiwvj<;kRA}qE@9G|$o<(V`d|c{Q51e~9C+@Ni5*Tk<DZpnp15AoBDL)U
zd<co*TJ$A>87p=`JTQGJ!CVkK{0^2wj<Ke()-kr`-_gW{+LrytL`~o3O~;BpAcYkV
z#r8yAF2B)|Ii<obMk6QpbGrd5tV&1RRU4i+ym{*$w{DMj4(8#=FSuT3jf#-D?Gv5d
zq_c;0v$sYUcG=5*WMV2r|K4%?u7xJ{pP5wQ;C;q?`!gs-dy3X%6tA2YG5Ag=qLC`S
zeSTztLq_p_5zp&zrV|x39q$gBR2?`C2pN@RiYqe}qp92zsR@A_X3KbN7Kghd6Q?-T
zC@4&{VKh@fClJEa0_m+Pur8Q{^DBqpuVai_LLL3QYWRGTuCfn#uGy&sIv%vQ1WE&&
zXg?xow}{J`UBwYDW48ST3w1w_-I-X!+&0f=)SuWxvcFC33BeQ71WrNb$t*qm*rCqE
z)a=GmI6x(u*+9ZgC*OPOp7d;eGZ%Yr?PG4pC}L~e>Aej5a8B|G6%R`CG6`Hr$*>N^
zmCNI<yDWL=dmtAVJ&C2d3Uwt)8EBh;N0Nui)FSB=Z3+9E_k40T&9TMET$Yb4<aic=
zC9wz|7r+J2hf(m-%;QsuX-|(7N+1T)8eYB`=hQ}0b8^KcUy|6W^ySUAkL2c|pB^MX
zY1xz30Iv%Q->oYs{!E*b2tkV8yQ!B=W%#FlPpyY<_9K-`(TrWZHH2PliXPPN3wi5J
z=vJAhm=`ssCe%BB6j8Y}&e%FVFJ>u2c~)>6?QMv=;nFoa!h3J((6=n~d;pX#(_;!q
z#mW0yMM}>{61JhlV<+i3u5q;^9saU3l@^7Pken`q%eb;!iMgy|BIf#5sknOjO|Dmn
zU#2^MF2E~2OvPuix%xA{{gdM@yn3ClGT@zqP^nD<LNL$tCgfZ~Eone#<VG(Xw=}D8
zs;tC_Y=T5tuue)W9j_y#jn1OnG6BWd2lt;?4#}6m55r&l5m*i|g<o=%Wg%l$j<eFg
zbv8*!?yzcE2qt}bRlhE+?w^18GIZAyW{Lq!gne`sxj|<Q=B`-|G<jd94DdCN#vo^_
z<w+u}3|-)1eDz>=m$1^Ga<*!}+Pt?P+Z-Lja9p)<zJx1L*OyRB#^uqkFc}2r(OPSs
zHCDQaMqdu6BSFh);y8_WiixI+Vo-_#A<lVdpQ;B+!VptN%zIdb?47KuaSbqt@xn&n
zINIa9%1@H^DuPbOFs-T$$X+^j=gpS=!`8>99J6~>A*$7<;sLiJ!&`%RXXIBz=X(<8
zXx^L@i9!m)(aZ1RVCHP~Jl+ZI(+VaLJ=fNaP(@X}e=3^mE9m~I5+yEd!>?n*tgWzl
z8V@X(0w>AtMt$F|A?jaKkStoZ2<UK?tM3BP&cz7B#xLCe;bd<#kR>Oe<w`Va;v_>b
z4)^i+I6Pz!8R1eMcGEF$7#=`tsH2WAk);j^?GcjfEi*YsTi1yycEl;*#H1gUfqdds
ze1p;`|0X+X<y2XQX3@U9)t8E0ic{mV8!n;@S6K%Yc|uw{3;gU|Et*lA^-DpV|8@Fn
zZ!v>PD#w{6M&<V5IMi_drl`~C<UT9-tXhy)lY2~?{CjT<9CK?#yy6sx{^7k;qvMT=
zn}V+%V&|#~lK|;3y^Z~G2Q)M15x^R2kC?Z}3v(g6a$^tZStqOTai+mu9!4AeWsv1$
zM$!-cJ>aBzNxJpOT`EpVQBlGagHGCJv{cP3{3@ScVBGsG<k^x(SOm*zeb)rv;K8Jd
zO@1w3OXEHQ@|bVF0JmrYK@(dd`3Bi~uRgd|Z2A}Hp7Taz#yk{=CuQ*VtG{G`L@7jr
z{i|YSxOZ|Ryt1zQ-E*~$1f4fM!b2XR)TG7(zbIJ6U?7*vzb$gGIZ^eG7o5i$x@jwv
zL11wcXndX@O6-)~9eQt0qqRSz@$vP8c)*GBCg41Xg6TeOReaYF9STf9L1ZfcUC*SL
zn{3nSKlNu*fAfB|qbKc#^L>7HGT9g*3Ey{H^a~<xO_&Y)rDvdh9?Vw%Dr?VWlGfS~
zRTtHf#8@;-$h?`+(Nz@#YEUUn=M2|@m(h7V3I%7tTAH^k!WeWIvqgD3eQnY3qf`UB
zCnbocEIgV<R1!DCZ=_S86nZG@vPg|o7q8^iBq^)%Z-o}UgTHvx_?%MpK$7Nv!14bk
zxvKpMRi+9+A0cH-?!xs~tsTJqWfKIFpaUYvYDDcET+Z?j0)j|SKu=33`B(UZoWO7v
zyIreLWPGciWu`hw5g>N)_Yjbkvv_Cpts~1qCVNcE0*Am3Q%=8A+n7<55Pr{Tki~Dk
zMzW$fW?DHS_i&;<F;O3RFcI?>1BNt>FE$m=H|V;SF<*N4N9Nv784Pyt>qPfFM++kd
zS}^3~Q-cA391bzF1Nn?3ukw3K)`nX#H7Yk#KB7Imuk3vaycP*V=et4Owb{T>UT@Vj
zAL@u~lxM6HKn7eym_nT0_w7TFIxfkO_R;`;*N8&3LO{AK%oJp2b;XH2H7vt1ABZJ(
z3+UHH8_@MO9bJT3>Fd_k_V5T+>j^28S7ZUZRf!vbv+B?fBA?xZ9n%^v@c@^6hkC=?
zNaDNfg4`6NQA&_tNjv1OYd!=M1t^T6$L`%!h6MXd023ZimnZp`)_HS8Ds27D_%1&V
z#!sP%e+*XJ8g@zP%Rrn{QH!-4-+`^giB>kZ*37oeOBYp$h)rY%Y=a|tcVi1<RNZVt
zA-ZhOx%>N1PgN}E20tAGmZ}~7n1sIpc=wHnaMORbLrd+oSO`pt>_O&Hzxi|O>zmi;
zHXX(thj!4BCf2eC1&FI?ckRiJeE08fy?BT|>q}3evt0H-lF~b8G@nor2f4ifjWF3}
zQJpXtqEd@$n+Ijh4i5J=CX?=(Nrp7j&C@sLOJ#r>>UK4A!S^%<!4QvItsM~JK`%3q
zKa(E`WHIl&E7u>i*)RCP@)BjU`)J*?c=}`aAWf-hRE3#KSUenVEJ8)kQYS6y^ozWt
zJBJv^^tXS(??R0l5KGH7Blz!R61v_om<g+|xhr8QmfTk(@f@5-OC+b;12yog!S1re
z@tR#c20UWF<yg4y;G|h`gWqWS{hNI+5#Js=#-jLknFfFXt4F4cJT=bS9|W$SwV9D*
zq>E<;ZYHCEx_k(tp_ZW+y^qd8sUjR?DF7LMEgbSFIH`nq2oO)7Y+tz_G-OmI<Det}
z*bfDtl@@9e-uu!+sTw?>EWEoC-DZ3v?-3ZrBl&@l8@j(AeSl5%*9z(@uod=bM&KkX
zrVfRA<vSy5we7I6RPPiIiFp#EETLWJ^5^%LuoG?GM*Cpj<VZQ*Rk5MUVeQMDV^hkG
z(SzbL4N*Y%?(1zNh_G0Wf9L@ew1b;eB)KHgN>8pfG?T{n{w(E{rwc&Gu~+GDM=i{~
z0{6>khS*g9ZSaT4Rt0X;HhHC`{5b52$GgObQD+lFc{wzD@He>VKc|b-@Ck2C{B!DZ
z2-}90S`bb0yC-uc#VXF;U(nXl9@k4Ob3<-B`U7?V&4s=GbmBr)Pe89cmd*^{yrolk
z-W(3Fh#@CvdYyvC$}`WR;Z3?a)1L`YGBFr;=h$Vga^m$Li5ttzA9G2pm-kR1VS(G5
zvJyrx*yo3|;{v1cUtjce$1lEf4w@sZUSqg>Y)v2_%j$>?acB$#FG?IK33*z1^TTxg
z^Sx_f0nnpb<)f&pVX#U?&UW9egLzAA&1_R-pk_R1AmF!tyDC1qpck2W3sNWd_ss}L
z-KD@61PO3PQ5W{XdYKoi%oz;6wACE^cDGyYNhkidd&=0zcsXKl3v`|V1%t0SCpsVP
z!I^O4D-v+WtPEV5L{oNZ$^FN))-2RdvyzyCwJ=Xh6A11}a3Tb`9Q&q;h<Z)a9ALNZ
zWapC|IqhSQbnI(N94XcE`kG%cL#MS^?Tq1OS|nLC=GI_#?&?E6mRHq0SG6`mzJ1PW
zjAXI$S{#K&5COsXpyDfjoyXU?{ChNCUjJsE#QvP)Z>~4WC=~z)nFalAgi3hwV^3@a
zQg+R`f;2h;i$+!rEM~<nJ)<b8M%DFM4*QqvEs@j>ExB#Dh*Xhs3xrI#6}{Qydgh$!
z^!BEZeqpY7nMNHu@+B4R2RS6{Aqmy%`RD9JG%o5nSv=hd3g<zN7kR4vcLMCc!A6O9
zZv`pg27BYU1?)L~5`*_c`()n`9bLKiN}*)LO@T)Eg<IV3o-*e<haWE-muzeP)e7A|
z&57`}XLE6J-gh#d)a6H3ca*M=gi5n`0VNm)NuM;_SWCVuG1pF7z(J*ip#v5;-Z8_F
zCSP%JOvms4G~L`Z+ag9D(1E&4Ug^GOp_~mMa5BI{ru8vTW~$eVj-aTzw0c0etk*P#
zp6=TFpVlRqW&YW^=#~vf@Yl086}Q#a*-{dVBA=bt!88xFFv8}b<*$APZ+N&6E6vA{
zf+kAx{@R3_@{7X9A0{7N{dV+CI2^45qwWo(Z(Bwy^=zR$o1{1V(W{h7U=|^3OJ0=w
z6ZrUy;J7WwN+Igy>2^H?;Jy;l@I*FHQocjVK109&w4|LHS68bI5A`I2J%dH5oxPG3
z6v_Umfc>sMQKO+3vT!<p@`A|eQ%8G2cv9bV9$UT<Ja=kTF44Wmi(yFq*G~Mqla(BH
zX~!(1D?ig<W{|<(Mc{zz?7^OH-E=T4tVw}&O6IR94CwMZrSXl72j}iI4*HZeaDSU<
zk7>A)Q$7sW<q}odtb^wX8lO#ZG%GhvDL0QmuiKmnkhY_NY)}>}N-KUlaEVZFvuT(t
z!m_kcpwI@31Ed&&AHxh#-kL}zYd<AU?E||tQKMAY5dA{(#1@*9V4?2G&;&FZV{Vwc
z6nYxM^b$dmd&QHqgIz5yziJ_m-+}#L)b!WE1{`oRYn$*`TYHcZ#i_DMCwOGInMd06
z5Ji<5omr5#dGasa=vEkX_R)+%NKrB_I?6E8RD{mh@ni&9bQf6CEk<B*6a6MUb@Gk{
z%4bOemI@3AleVl+aWU@YV%MFpvhK5sePMVQk%@?D{9w(siH)H{TM2^xuBBO%7<bFl
zfrn<hh|YgzG?vh`Sk%Q04$=VHy;JHFcu<J58_cxT7j`qKi;;y~38&)kMZ<4d`x#~*
z?QVKhHcO}`8+qCg$)7WqmA<#caijSbpTpffT=2ym0|w;zicF^Mv%S=*npO<ey~qsi
zM&HDbh2B0!4ebbDvPSnPQKH!_2vuw7aV)rcJO7Gu&o+!1f>R&l@2V9_3QR_MfyL*s
zF1&c11;9Ux3cpKrJaS#(yI(BzXcNr^Xpb1k?L8-$#PARp*JCMVRlYHo8C*504`P!k
zlpuD=-!GC{OG1&<)M+?;9<M@g^wP?B4gr>FX+&K@FHjc!)_-pn_LAkvPP?c<Sp{>g
z0fIUZhW=U7v3Ot;y38wZY?BF#%N4~^TyxXxL2FhA{7Pbi`JChr3m5_G3VDlGAt}jy
zR4P7|(33GJJ{mSc^U0ISAoLW&^!`HOJz2G5J?rG9Y03!_26QUvB~=~q9<o)-27}q4
zRY4yZe`lQv7@q!~Y0{Otgh^T(69kA4qxjaWZ}I02Fn1^L)GF;yI}elGPn1HENwPOo
zo~*B8ID6fhypZ+bNQx7g&YMqMQX2LONDcd-6={={QWUR!KGaVk>^7W4j9Fy}%IPi=
zGh5w~BO|GnGyaV}@~v127HF<G{x|t|Mt{wYx6peRD<g+^gS~7$g1C7KvFKnSW}BpC
zpfETn^e%GQ(|iH(y&n5g%x>tbNx=?wOqgizUK9?aCFBu$Xxp-bCLI_}qM1TxvdK0x
z-=jG69@ccBFp&o)&^XYDXyRZ{ulS&Z8D5VeKCoxA2l>iLtpZ*7SdKy!6*-q$RaYX$
z#db7O?c|0nl_7&@5j(p6IA-YMi`#u@@z{GX<;$%chHUK`9#i(gT~r@6F~i<RRQOP?
zgU%AUUfKHJ7to8v%ae=;97{;<$^IpN9RF>;w@SrJU*vcFk=qQ^3MeT&*+c=rd&(o>
zyYy>nvyY(F!`JT|j(zqYa(<G19DPEJtSYgD$yh%2QTrQpR)1SS{3b;Ub*a}?uC;jP
z9-8XiStXGjVog6JFJxNBBQTMIMk8{iyvb1@zEiW3Fl=P#IMLp_Yl!z5MIW@jzm+)<
z4_244?N<aBGfGHnjvX-MPD&I=>vv@*{g60-&Q2*nW@l%H_rqdRHf*Q{^CKt%DB%wC
zmmANv5|#yNK{$1#nujb@b3O59W!*Hiou!S9zJJ@3SOt`HhbzH$`G^Ta17(IYY{*Y|
zOAo=AocJl&qEhswT9$G60IveQ5S?&kV@&C>0p!*7(e`$j|E@;gRACp_v|J|7lZ|sJ
zHXYlnz7aRM!}sIF-9WF68LsA2$#pP{vQ?089mt0saS{TQj@5KVf2}_%5bG`wvogi2
zg0MYYs~ouR!eVqEMh#{|u;Y!4q(9d3AL&oJYnQcIsk}P5xy4hZy_86~D|6WRYQu;U
z{`O<)6ERUp@v$Wn!hUX$hA`=1<?e4XmYlHJRV(+-VGzG3vxb1`<b&%9$Ellt%Pk9#
zRG@v7M5SvYiug6`A~`(LYGxweJGu07TNKV)CrpA4KN5~f_23?O#bev3LKR$Ak9~w0
z#<_7~m}Am`e#MtSdUO5Kn6s|ncHuM&OmmpXATW|7nq;2<z;Pdn#2{MSwFEdDw@C;A
z$J4lk&4(sXBp40+V!aGxz3<R}<XYQ~t>MPF?3}g7g4YQIvCj|hQQnZ4A3Y2HidiT$
zfaK0x$~8|=s>Vxn`djNh4Qictt``j12byC@;yiN6yM$bM;VqjSH)Y@<QP6zE$_yA6
z(8WB310}8P{cD`HyO1+xGOG<Vm<MA5Bb*oHd))Vayb6mUU73P=SU{r{@I4-}9giUm
z6xUvS#8bicnoP8b*5m)4T%wOWVh)Us$3&)jotuI=XkjU5DgM^CvnUPnBFX;uWaiZF
z-i!Zyq1JOBO<O2ZT?_J=QwbFbN=GJe1{RT`kn#>?t;)c;ws$PHP2*!hJyzB#(1?Dl
zX`+%f+f}x+H)8VoPMx>+kVtM?w`F2UaLTqcG0L|QdA=Bwa>}SjSKbsBAm0>+03z72
zovxdQ4b|O!()~2!eqMrwE4+g-dK4-c@1Bq%;sp~Q)4M(#W)J6BnY3fU%s}W=lUTp*
z!^a1I0dXSb;@31|hrdOq6k>%NG2mdM8?$^ng%D3ayg+90>m)t0#ZQOd#-HvFddoMN
zRY}ASoq0x7L2k)Z%6AyW$}1fUe|CC-okbX-i;C+RG-yQC%L=-6K^^|gsPVVtqjX9~
z1I{ZPy$D3lv6N1KO^a6t!#hrLK@QacLQscvppf{9lU?R7>Y`q(*4tW#NeP1SC2b*A
z4FB!v+^MOT025f_6@)lBO*bn%PitnZoqjR9QUT7*;Y$aUp^EThe|#ow@KB951}Cm_
zFjJ9cV`1C0(EVYW`IrA6MEHh}0?oKhb7P9zXzrYg`l+g7!|vm>i35W5g-mT2W@1Gp
z(qEI2ASVbQexZm6|5Q}JLr!v;?hmB7`L!o^3q<;=!xR?5L(QyW!Dwwi%^2ZnGPN+C
z6OOt}zE8<G#Erjx(V|aQmZ&h4V=sI-f{V;FDkM5Sp@F4rhy9t-X|N@M2}J<zVIsad
z@SpxhE`HH{y$r-DMI2S)NFdZxvhd36x0Nxx=idJoXb=d#5ZAfa?Tx8m?b|qGkAp?C
zc6KMQT%+4s7V4AdSNH3RU%=q|vF+MK`IANt__kdatV+IFICLejXsN#_un)nkb9o3p
zm5j7xG7-H&fI)TcHv;JN6V0!rg}DZ_x$M%a2Q~~$5RluGr#5cmb#14xE~N>nJ56Gp
zPFtru-wb;iC{qP)?ty5qV`T&@IA>2E*J#?^xerin3+nFT9uz{>PPu^)b6`G5yYSbB
zLW<_i4J>Y6TNrLgp*wvki63JI+zf>{e2akuZ06BQ`8&HNRPEV{lNr-X-1hBwoi1T(
zqB|%64#mGe)-EGYK-<?<EmXG*jbK%Ji$w8*0gwsn?de1xmvASe-|m2T?0nk*n&34j
zSJ%0i%Tm`%)(N36fN&wiN-1(2eBXy}DEdF{z?t@NaG7Z9mV<-jkm)NPYmP5I#tq3>
z-6)Et0Zs<;c^*~!^aWw$Bm0zh(s&R%=ulGAJVrrcRXc446sZ(t)(RPE0f;m0Ci8ZF
z?&>-4zW4?%(iUjF^eFj66eEfIa3^wtBS=JvQ*->X=rNIM;8Qouv{@$a>=u;Z9{t5<
z*%9aU&pZDQ08l`$zrMznNSF*hm+hCzIA>*(=9`+`J=^@6_fR%8amZlol)kavfEy*(
z(-{-G66{ZJ@^M!|ffUb&uq1u{yAB<DZ>I~}ehnf=I`e3ESw-Yl2oiYP;9W+oDr2K_
zQa{_4!wVjY@t>6mJJ{i{`e=lxE)vo0LdNnMw>L}N*cVZxZWX29i>+N|H(J7mPFsAu
zXwmIma`=XYV^pfD%l@c>9C~8MaQaGL@*6hW%`;1268~usw?KJ{nLq33`hG|{%)urc
zqtCzLexFJ|5DU0^qmW9R<8BCO1_kcmIn8oV!(b5Dv$Q#GYla*|d~%4DZmiK&!RxYj
zw;)N*Nv@#-KaL_0E{lggF4|5r6q4jer^=xu0wFrpArNL!n-TCry+$_?M-kZ6k4#Aj
zx^rTDmyi#<-)6w~Sg_P(5k%uOFz%k2ZkL7j*_r0Xqx(bZnBD3OArmf!&%m3GuZO;S
z#e&BRB9{g)tp%v;&Jh(i&{%9*8Sij5HGT>8=HBec8W=eZKgcDmmaF~|jViK`o9Mpt
zyvXF-1-T!A?mv-RbsUZHJ!$j1eldSBHw@BJZP@lc74<3n*PNNf?=Q);Q0h!>r4rV{
zO)mD++!>xVbec?lbhbFq4J?^0AdG!d&t%`_^xS@7zZ`}#pjIdsQFyH4+fe-2Z7Z}F
z@Aplbps(u+IL7D_Cw}$r(G_xjBB*HG>%!;{PddcH91(60pm61gxB;YJ_@s+NaK)oL
zyLh)?4R!0W2)d2$)mjh5Y*l!BG1mf*7k1LA`mO!5*;^=uqmZaoEOn9nfjGB#w3sK0
zyRDiUs%cA`a<qqDO(inn{`V=!_w>V62^>u)n;n!<g4x=5+#(l0G0(b6YP!D4;XT~-
z!6S{R;k5u-anjgILz1)426@8=R^oNtDN_Mcro%7NN)*J061MDuZ1QneLAzkGWq?jA
z4Dqw)goxISuA}C%p#w;5ci$c8o!x3{6XN)kx%8blkE#3Q4H}0e_`=rpc|t87u%6+i
zH7TM_0dyk&#lSrv!z~Z8{oZ<IE&W+}`}UWXwIk|uBLnsrKmRL66JnD~v}G<;;yvGb
zi!>&XOv?Ef*H1}rrph3s7{p=r^0Mxr#hm*JcX|xO%#VXQNmf3+<_09G6auW&fKNvO
zXZZuLp>ETdY)KBLIR#NWoNkH5_FuFI^;gEQGvKFW!&0-&3kj@76cXcB`xv$X>i$h6
zJ8Afux<SUx3eG`q(^YX)xWzZ+D2&827!z)MNn)S@OKAG6iq#4YC{u7NyMNeG%QQQh
zem|DY2=}8@sRO55CRLL$C<JJIIuN{u;m^d7Bn8}KS18`7C#Mehu*}h%Q9<fs#2wh8
zskM|T2}B|ER;6>MNz|-Fs&IVU>>oC<r1mRql7E7v=(Nz-_l$h}pm==Q6Dss`TZGiR
z;_8kU9u**W_+=R$w={w&EIFFOSR40~<TA5l;JJY(?GJ0-y+(**K9bI^g1>KiqACur
zA0fVJEU*9!1eGw>bTuw0h7*VM4$3jU)@+Uv;LmRyDqh6H70yi4JuU*vexDzSJfI?8
zd2`n8l<l_bSFYbiS77iTXqkw2FB0yqYZh?_UXqL9{=6k`S3JSmcyWSDw`LY=X9Mf2
zbKf`hLlrbx?R?cwwiQNVP#Y_8s+E(EB{I{2gA!AO*nM+S9L!FjWm@^Nd7dOl2K;#x
zkh<<qo|4#1W4?75b6)Ot<Xlp@45?k_rp=8%t`5bC@nP{Ug^|Cp?GEk2PkT5{q;OP0
z=%{7Mh96Bx<cd!`r)e@TT^pp#Icn*E7jda3SEl4iEc{6u8tZvaX+V)Sjc923@+)Lf
zMI0{+Petd*?@gCB6563@)JfZ|iM}e{FW5?6FQoQhHBoto1%L&fyH_IaLJG~w<3ic|
z)OX|1SuNGou7n$^C-KhmY4FjXKyvn=5Yd7~2)=x!nz{7%_Gp~?G!Y&s&W(Btq^$Lq
z6;-o9xDu@HHJo9gH;NL5!WL%|Eu{R3Q$c{@|L&fm%)_`$RI+?{l3Okyue#i(ignUo
z6IEBDDT7cfm*R_oAd5KIKX!cJ+Ud0MQrz$Xf4&eLJdS6aCh~N3*qYe~ggVxkFLQg8
zwl59~(>;e{!e4>BtSp{+Xl9KkiqbU7q*jpawPh&wkA{Z$Ir(OPPySJH$m6wM{Q&XA
zUce$OSc_@Uv5@^(Od`P9MrKI6sieoS-XpRGRON`~8#DIT4{%-AHllulmhy2cp?2bb
za3r*9lnnC8`BYkl!=tNcIpqXRp)u{TC9{*kP>#H^7&o!Prc!INHj-uCS7&-ZBO@bw
zb*E~4DzV{d92FSE{e1PbLe%KChtZ}qCvEs0QCQR8#aq@v5oQW2b^{#v^hgGcF;ZDS
znOtqjeO#lk(@O!6!U&+KG}~^EifSnhoNRad0UYNcV^=0~Ov}ekkS1`fMsO9Fvhu<o
znyWsAv_5f`W_2$-Sm%_2=RF>?ROrmFO%FU8!7LQ5cvB>N!6_nHnZNehZOV352eN~=
zFRE5|a&?1*-Yu4rFGRb!=%k_~vS`$=I}|^dS<M+t8H|iXQlx7AO8y{&kF9)AY<!9<
zX&~*w<r3k)-RU@wzXV3*x>VZyT+y|6)(pGO6QeYy*39p0t_nekZxmZ9bJKFLUB}AE
z2G_;xtIiCnBx_Tg1ZQ(=dQ+gCZOEg4gvu{i6c+G#>P2cd0dMw7wSN|v9+|35wr3<w
zy+ObUUV8c>%MV@nDbZ4oE&{BYKWkH0u*Jy|!rcykJKV5-@2(Ar@QUd#f&+%Vs*$!0
zkbTR!H$+bZjx@JN0QG(==0y9E#dpi+b2#>!mw~mq-Rxnn`DKYU*!NPIo8k2*Qan~W
zS8i5cl&W3Lu!xz^Y8ps-$VM!f2YZ`bKLAk`By2_dN)Zxd@!{6z%o84CHGTbI7;@hi
zlRxVVuaf-t=8WVk2+wJG;IJngf|k_{_`KtyW)*<cmmc@fN{lz#HB&L@*Jh#xl`DJo
zSi!zS19{cU*2XW;>?wu|uOfZ)`lBR1TtY>}^Kq}S`}h$`f0sQ10$f#fa%i5`djtF<
z**TNagxz6!%24QS<CjZ6!U94=X*8IDLJ^?u^FBB|M%YS!y|PL1QQ=%1_Bitu&wDxA
zCqRn6Z)&ue<xkgY^<|_=R!4FzkTr!`d)G=*VN9<-cUKx=(oSLyIu4y~)bU%aBhXFL
zqHw6J?N3jPYd6xA|N9%L#0X27X(vJVc$BL_b3i*@N2rHORiRHo*QFVY_Jy+6RD_0c
zALQI(wf>$0B+`7%vKIcgK^NF?-Zt<v)on>gh_n);Z<gCh92M6FuWZ>3WkvsXAwdr1
zcQ;iEUrvYNkj=oSK@U;BCo8qoMWwUNvrK5Xivs+E%P7RqW>*JRB_*}G(BLAt%Ayq~
zkjT3!VaCn7p1qRT;6^Em`-mx0E=?hppSEjh)40Xu57SCRC+i<pKB+oFKRHW@q4N!B
zCXf?Oh6c4Vl%cIXG!>Ww0#@TF!u+-mxY7~KuFEa#o05`_#&bq6H`XdRAn<jF7sYL!
zl|1ykdild<rM;0gNh*3LsW1q2)cHbp*3rF(V`sd)X|SN*`LkV`OT9%T_B9K~ifow>
zE|r(B(2`>L2z~j!b`<?3k_yM+sD3D+gs${2P#MG7-|Nd$DG$bWcZo$Mxfo4se}=P%
z+|hlyYFplugs*l<HHeM!ZDJ$buM1w!W`?LzuZZ=<#@mD`?i4*YXG--v2#r~n6|xl4
z<QJA(#8#IP-q%&Kg31{F{Zwl$Sv$%9X+1eK3rn7yvm?3=j&fe5K&(zRR84{z$(QlC
z91uSg9|ycZ=;9BG81={Xv+lZ{rqL=7ITO{A2&7hg3<X9CkNGv`{=f_o4BtN_R(E#*
zZ5g_^%gWJ`T*%{sh8!X}C+&CRjL=@0cjbw|{@qt?D=hW=e*R=c%6-~;cQgWZy0>DO
zGekz59eYbxN~q%CtVls*_1ZM><ZEk!T0^rCY;$_m=bZ+0nWb$yW5~~ONVSDX>JASf
z&oTWFukP_)pL^Mw9A?B>Q`y77bH7>#!)%W^JC9s^ipgT@Bm@9%s^s_}p8B<HoRaTL
zwGEjN%h62L;_^a$;k#V#Z_8gM6!sg_!$GZ-3eKVH$J+@jJxaQuU|9H(MD-uz%3{tr
zs7KD>@)A-YLf(R5&0A-Hz;xe0!Fqshlv(ofZw#tj5g&=%0S&a5Bw#f&WY{ongWz_t
z4KJihbY(wo=cyW-dJ6d=5`>+N6{8}C5JUm}yGsvw1^28k9$Z@|&}R-OP+YmrgOw4J
zHt+aAz!r@{mFS{E5>Q<|JgAK5cem+n!P)FN!|xa^L}v{&ONk6?o3~qEOpQ9p(KTy{
zjvsO`XR6E}51KX0BxALQ-p!rXmADg)d~P2#ul5;q7h^>=+~Ipqh3#O~GFmpU94_}`
z`=~+dMmA^fbvL3>{3>@e`5A+g0~uwlgn3LnIv)$|+j=`7f*^?mKNtCfeW6TujN&I>
zm|O*d7hI-*89o(YUs4Vp8|`0K&vK!19KH3ItyFOCII$9Bo(rp@nXS>3_QN3?qmkdS
zm6p}#VCbCT#-^=`cWnw?VV<&DHq2Xln`(&(wV?Rr0)0q`o7axP^Qa6Hd{|0@4l{u_
zji~5FTWpM4xA{u-KP}!Ko`7LaCF`b-y^v%=KMxs+4mBlZ#Jm}d0U!Izi)6#di-L<T
ziz6931SNN^X>wXG9gJxEWE@LwVBjwrEk!$&A93^Fw4csLCs0kUOpf35QCx%>yNWrR
zsvEe0MG|0q2l9aD-<0x2h$$=62pLZlGrd6CZG@IzXI_5<{13m(7<wNEhn-3r=V>Iv
zRey$@%2^T=GcrRd72|F|CLwA(Rh^i}SSs%mT_ShCSd8V?VPZ8H;QN8rqNc9zek)_h
zTaIK=OTB?W^7a(GPTBY_X|=UF%JF@tfiq#>n2_5@lB5W5w(U;6AmJVO5kcnCcqDy|
zCD@_J=hklg<{lh#+x3Wk2^IJEl(@7`AKFr@L+G1^z>IgzG;3~1h1&r|^F_7YFz;4c
zBSy_)CQJMMfy?*0iN!bmW`L}?#u+IpI=HZeQz7X01Hye6w9NqO$fxpUnFL{Pjt`pf
zMYD&9^vfRJ%ydk0<X3HJD9sN29ZTPHZyHW;4jqux1&+EWOX)ZaXv2Lyx&CfMympn=
z9jHd<8S<L+%*A@JMNmRM{jZTB32<##uoFvvQX}c^X=NERt{<xOw~24Z+1bR)juD$s
zLAJjDm5=rHTOhSb{LolKvE8R4eY#+}4W0=*%~)m;KZloUl4=#Y8gg-ms7i=DwRueQ
zZ1zIbvn4L!YS1u)Ws(rK|M`XN)W9vr^3ZLy{Ttaijqq2Ty*oy>U_cdA6KYORQ5RyZ
zPJ^}fX`|u`ps485tb2Ui3zmX_@$(3Q+?ToE%|?z14IBe8>m089XPOLS7TZ!JFb$Z&
zGc~@4?87-51Y=P~E6fcQAjV|U_ntb&!%(<V+99#apmbc9Ehvz+9RHVkU3}?x>TMH<
zB>vp!mAdyy{5aE|VtLFVA2AweFYpr`*&FWw)WFXw=XQQRR!!Js_7%3hJDFu4<W@T1
zm=enY_y`oru*6Z`n)z44vA#R;^d1ym{g1^CmBFa!y^_9OOUgMy_Q4Y^c8R#<Fc0RK
z))j}8>79MDLx!ncJD}DI7Km+7mPJ?hD~WP-Mtac~AiR+lUgwJZAXB}k231eRzCm6e
zHI_wHeg)rLHM&fn1~r^n-yYf;09=?$)eyOYn{bWk&{e7P!a;l=`$zat(qm^{dk*A-
zOjGFFldWF<XCwuGjq#%d5hCDP4HR!a=0oy)PLs|#QC_n%p#2@SN!hnZ*}g+qt(E3y
zEf-Xs_G?%?Hf{>N3AJr`dP8M%4kwI7bB#VtjKomop7{1g983q}pPH80KFf3~?wE{C
zb*<fGl@xYKCtb<$3zevq5xqCAW4Z{rC~^82(Us9JP07@AVAXjF+ppAd%R~c~SPiGn
zdNGo=ursv^51`;{J=OR_EpsJ0`CUsol<Hdz1gRt~9D_gaKD5EW)I|4Ky>tQZS?1>k
zC(n-%FNy7I#EJxbbBBx4eCGSY{yo9T*UVXm%@|sK*Rn0}`xrj{hOkL`&#@xeojlGj
zBLx1In;!FQ({Jb3cy#U#e|(JJ>Iwi`(9OcJ_9YuM&w{lO3XoXE42y_F{g*-C;vh1<
zyKF+oTBT#|rXs$kVi!7s6ZtfUcDcP4=h%hs!(8f$7`qf6I+ExWHX)H)BpZ^Q#gv7m
zSGObjta>l1x<_A=whU8@m&RD}yj^b|^2_OV4^Ko24qsB;B+o5j;D80i2$5huvETj>
zSB312od>cJv^SIOD%H8AFR4}&d(30&lTNo~uA`ahFwX=U5SzWWk!T-9>pexjKbAN$
z4QVWhz7t8a@$)$ju$`z}5{h0T0@xc|4a;6=G+{t&-y`5Ky9Phz8zihB?zK0&;+*vH
zeFHGM2LQ%$ZIY+TbG64>{l=lP>D0xu2of08nC)o7bSxP=ZDKkbL6>f40p#~j2bh}d
zOe1sKI-Gc_c;?Qr<4lFhw?eI8vZ{R?NKx_n7W!c%$epelG%q?SE@cGEWQFC{5iy{C
zwakKYo<q4mhXjD-AUPp^4$_@2|7Z6V*LVdBd|`^F##jX%38Jgk=1A)y^z&==OBL?&
zj)d+cY?%K~7w5Dq3<E6LZQHhO+qP}nwr$(CZQI7TZCi6DnYsASGj!6a>aJB=|GftV
z7>>9AJb)-4SxR8<2CgLQTI6lHBgAEXr)KNERFI`G90QP-VyXs>?PMfX3)nwdRPTuJ
zVhx0W-f68@utx@zm#~1&#f#|PMtCGxKdXgdgIJf$ZuZ#Vc-@8F3T}m&3fQubYURKM
zED<a19p$z<uca_X4au)`DqH!DLqWP)@dBU#@mgsw00iHcIQZg8X&ivy6R3a(XVg4-
zV|n3Th_V$)m0^iDmd0K{Qu29$_^*gg{QCw<1o+?{g)n3X!qS6sjyX2}t)|p!-cs9S
zEg@IM+gdzoxfaLe{d8(YEW#mskb?kekiT}a)75Lv996Bii0pw|85uwV=Ye6lV?4xI
z;Rz0=C-PoWG3M?~yyb9Q&!=Gy+`Ao1<T@NzH~35FPYAX8t9Tvv6oXRrZM(`Y;h{V)
znCm}fk|K!!{IvcO(4)PDS}0o-)ZRJk!8<rw*EIl|Q`dEsP;zx9Il^kz_@Ir$J-4uD
z^8sz&1(8d13~Rvgn9|xMGAlmff5!hryqhpoqx`Y3U^F)A{Dui+t`H~O0plgJ>&If-
z74qVvhV|4`iz7uaqDhr~E=<h;M6RjErRuG6YCUK^uq(UQkf%yT$t1P|9oVNfx4w(o
z#M|qcY03lw4-CmesZdPr&00naBAs4>r^8?X=VR2E)rQRr`R(kds=k_q%t3M@H?c2`
zII0&)c<lRV#)jyd8=9l@6yW9?Ms;@S4G4zvz|&&2!?HV#Dw|}vk#AK~B74?^s?gAg
z!uOoXEt0B79Lvht`KjGI+6x3SAT~EaF$wdUp_NtObNF~-)prrHNn2pZ;!olr#XwTo
zbCtTUTXFs{(9;EyCc;%z2#&(L2muq$gMT|$$pO>;w3ht@Y<QlwsJUW~NT=O-8^Ii|
zN{cS!p*nOeR+Q7LA+pi6+5R3fY<U$MteRdgAXz%8hR3O=#mwD(r%j5a4`iqe%+i%Q
zMF=+Z0Dyp=B^u6b;`Wdd>u(`*X7Pq=57)v*QZnBRZ6o~Vd;n<fB1K8B1RCn&iZS<V
zQM$ZS=aQQR8>53pCw#v9)j%Qr4mt&^J8q)XZ|rKOZr+?W@J&u*_@23x!f%4yLC-qL
zqZk8|tAh^n{At4lhz-%@Px`p63?^8Vx<1gtjKjDen&tnoej!(IW&K&g`s&(#ZwE(8
z%A3eKlXV7J8LCRbHe4qX5_g4zzEr05%FTw3%+C-T<zs2#?ogt|VY6RpL!M13p-4S#
zp88(F^R6UZHg9->DCi2!NsTdM?Iv9+Jooe#fnONW|M;ugY5-O=gipysCgkCf{l`Xn
za++9eJwx#Cl(v@N95rYc)83(ISxdIJo9w1RED&UYQqO@%A@r@inA)i8)0JV>J^s5-
zU{aa-bEp02^nrK9&?l?y2?#d`Fna@HO)%}wLcpKZfM?Q$jSw+6gcWn)%Pafv6ucg9
z2egLa(=Pskg(A}FG6rF*z2FtDj``}yW8jj)QVJinQ=GlxylRp%ruyw4`+-0rs#*%c
z{@?P~@pXJT#-{rRG%pR<oa*4m2XLk_MR;)F-<=dWQY*i^DH7$Wjiz|Wc1dyEJHSwr
zl(7#IHrnTBbo@H|cFou^Td~BWCKLS+oOxpb_@UXA$F(~>V<bcVcgw1eGZiutn1v8i
zVcD1_kEY@x=$aZJRawQdUJ3;@CuL6;EX|Hjs9F4VA%$Ah1@4s$e`t2D3}?fIq*%}P
z-!{>`5>f!p24JC)GlW$G*r+5vPfikR`Kt2%wL;)TzQQV_rW-eX(C=>*EJM-J633<H
zaO-@Jnfn8FaV5+I<o1cdF9<e-d=Zo3#J|e|Zwf;EP4v_N>j2z7_XgOZy+sz+Xo`nu
zk9L)~miM1C(+B+MGVP4KZ=qfBrEHNLIm*Lob3MD4Q4x<Z>ah2HnKI|S%qZQJO%34o
zP2I9({r1^Ri;wUP-=kp)_|xGI4!;w3XOu7qdcV**K`&nTd-@j{3|B^9njGQt^bK)4
zTkJ$g{!BFb0dBdHD4-OUBs)M}>$b+#`n1&PC_jSj3?2|0eC3E&e%@U9?a9`dLdF?Z
zQS{+WZT6dN$Zjrb9F^FR8)IP8w67MJe6lGjpk3$o(W&6BzNCDjtFb=RB{wqfR6s=c
zDi_PwUEDD<g%?r#%`1a70(1<jj_*O@u+N@~;K{_de~I~Pdy8siSDY}D+N^K0A$nrP
zm~%byfNwvht7b5l?ZRDE@8obGQ)E!QG)?>-SX)Pi&5i=@T@||zafXj@w1bRT^02Lf
zl*%3h1142GfOVA9YM%jLmf8y<P=Cd1T<uFf13GRAE;zv~cFSp6I8i182)+$)D+J40
zRUu&Gbec|-j}3t27keCQ0Isp-b>ESaa3ciyUC5yg%97fB@l?iBs;$35!K-fwk;5PI
z<+y2Q3OOtb2pOcI8ypnBSK^0%h-rYrgTqNwom#uja$R5mJ<U=p3}ovB!9oTxc7O+<
zAoCSRMG0=WXcw5baF<-&gSi;#7I;D`34DpQdM>5J6I%t&33aW_f-LvF6Cnxcr>D|8
z^;%VouRTZL7)S&2(1t=r;DdKoAS>zM2VF>ow(7lZ6w?g_5J5Dkkw-Z!08Q}Wztk<m
z*zsrL>TGprMyrftt&{c3NJ8{HUL3O%)^*CE;$AmNwS-)YVx=y&9{q@tbG^8rH1;b9
zHC3rPR|DI%-s+tJ$3!q9b^5AdzNI9#gh6ksOd{j{WfSg7d7g)v*eMa=WXQZnLT<1n
zTt4Or)Px5iN5&J4YHIS5OYy12-%C2d1m|nxyAwo?r5gs6Cjw(Azx+B8yG{q6KYKH;
zm^`%<#!NnQ&4!nxr%(nHHoDmuoP0*vt%&@I8d;n7rtOLM9gWhIHtnn<2$e9sRfX-V
zy}(x4Z=rtvst(>NTTfQHEBxCz;TN<!da#OC6aY~@B%mGCT};SJRdsN29-P1oQT7Nz
z#x;TYvl^c0nHw-8jkXbqIxm!A*&1`2@jou9Ak)~yZbGskQbB4@6D6bVOvH-s-5P#m
z;p;91-B&vSW-qI}d+FV!HEtnv<DeQkIh{#UJ=;h=(G5AVBPmc$K|l2%b>y^CSKdIr
zP~3hDM7aFTRS61>r!?4kb;Us&S7p`(SXkG_+WSp1%4MNi>r>e=8e)|XX{&y*yMIoH
zYUj&}u>5F{&*)Y?J0=E>7>*k(sg0?%7pPinNf~eWjIChLttbA62q6sa$U#dqtoZkM
zYP9ugX8%gLv#$8}T%2kL)yNMAB*&$-bjVXo_I0oRv|dk+7n2I*75HFJVrtU-z1_$z
zMw`yEs_{A~@ubV4j)%Uw6pf=zHUQZmaPBs#q_N0+f$sexOzj|jonnR<gY9eC<DG;a
z%8a$_HWq`9^Fhd!#+)r?@dP0AWSe_~_GOc_r|#r)erl_mEIeSy9#w%}BcfD1`eR&~
z2(V51i?Vux8L*025k!Zgqxc)fYOT*hsV{k1L<#=<eyI2dWaqGBJ|Hcj%G6S+6Ij(o
zyVo!U+Ry~Ns$oX+^ZqH+!v8CD!AvL<{^X*E1Iz=i=K5!)+7!R{N%wFl3d$Jic6hf1
z9w6a^^Q*q6#ADN9&CR<0_f{<QUv0S&?e5UkMj>HiIqxY;Aac>M$d)o~GJy=~hd&l?
zTN5}8gPz!3-ET}WAVbi6h;s|yH)riC3GJ4N^I<G(3J_tF{FJ$+L>CyEYHuwnF}l;H
znfcPcr*d4|UB>0J)vaM}GD<R3j37TT)X`)ffuMX@m6U}mzxP|F{onk@>?(fGSsMS<
zNVgoq+&OS|Q|$f@^h-0`<PJJ{iyRdAEu_%&u9FuS5zwZHu+$&0E0(N_X%#!%&GED2
zmi2uror$aJew+2%L1JN{(=!Mr4=0VU3jmC2;BQ4%?N_~nceOq?6m9>6a3L6Io4*2N
z@S`Cn<<C%*EC#s9#73cl$Pdy?leaD+YGo`NB)z8)6!#Vt0--#VO;>wnTAo;QdamIv
zx|Ygk?2>#13(e@#S$tgApRF%6sR|V`0M44*y6F4(H**+^m+T=g$l~%{uUc7oeJP8N
zuveNv4C<eN(#!U8<955+lV@K8XpE~{P6A&CCl$~!DxgHr?{!S#s=+V5+-`!V>Qr}5
z-Jcm$w9WxqyQ?y0lt-S^`4MrX=G;Y=&Ox>JQDg4?d#{CLFWVY@`5Ub7eMG`cn*rij
zAg_!DgG|i~eRqb+Qo}cdjJpVn3^_B3%~`>GmJg7Fs~P(wniM(H)ky;wxAKZrBPQ+K
z>-xX`q-?aq0*@SD*A|dVLvcFz-gY_So`Ydq$oV|_1!o6*Ik<Az)$&b&qR3jE-iY|V
zGoIIFjTZ8~+K#>kQ&ug_89miI-6;DQ6m(j4gBxEOaLM#4tS7;LIUdnEf%2sqc@D^Q
zUUm%5g8%O5P8yC<MkkDduVnid3|(r5?QkfSR!?F1`o4lPM33FZRjyJKX}~&~+;Wgk
z9gJ%{1dw!d+`HVaiI{O{FRnXC<_>O}B4PP7MeoRTZPyL?XBl~yd_AkMBR>UT+tfn?
z4TCedMy)Ei`D*X!b5QX_pSzn?TCx7+e+zz^-uW0O&Oe7tDD*CqYllSXm_l%wlH3re
zf{~Qg#;m%5l3zh%x=#99ytBR?(0jknBix{&d%mwJvw&&uT`82t*Jb}EvK2I2+BEpD
zNV3wNqf@L5l6SXmE3dzZneA5-8;`@$FgmWQ@1b&knsip!%8qn|iIx-CEtw5f0(kT+
zwogFzJmY3-Fk7wB7H3>ty~v~egthO_p~)&tA~f%(>l~Sswacw?Psbed5MlSA`sxQ?
zl%V#uJ6-qhmJ@oIrHc4&x>TyzzC+%aRH=_1Yb(u|35o=|z7<1Qw3zq%KFD};d%HB7
zZ`K;g)J`&W_a*;eBEJcC)CKeBQ>xF2SSE)r1(GhR=Mk=<ae=51rYwAVhcu&&zruj2
zeDrEhe?!sTVHeeb#~)K7t(itY)yzBU8H<Gl!$UoQ!eB_<8My+HjqRnSi^ccB1M^$E
zyn~F&xwD(poS=?qEDjIS(hi@E7(X0E*)5wi?)%+2T26NJ78nxYA27Q5%_;)Cu@QXB
z-I2I0^vDB9K61%~C^y>DIw<5L2Q#)HS`8j%(F~AU)eNMozfqi+1Y!5zc6B4D%B4S>
z+|cR}3u4x<_OM}M!;D|K{j+Tq!N7~05y4H^6jzNaxV=)>|1Ho=pFujI>E~hLlR%bW
z16hc)$1<2y@Gaof%1}VPi)o>5-(4dk&*c2p!McPCX&$1b=j$X1MG>~jW<V)5$-#)j
zoK}xjj+4QGRZ)WqVIp(}d>U}4?d4Q(QQRJp%IXBV$~i?+e&78Qv4WrCP*tTS7yhL|
zpB4VAl=(w<P;4_JLpH0C#OvfPwl896?vq#BQ$%QV=@0Uq-U&jTE-uYh^6RlGjhBzS
z!C*hh+mcu{nOH`xYrLiaJsdTlXRN6t=pEO@XLtC{KVJME=mP|PviqhuY%Vdz*p>o~
z&KRpJ`Y#4#1s9Q-D|jNVp(I@Fmm|;_!ygv^mLQS<708&fi>J9oP;pu=?f=~o^$L*W
zQ?i~Y1v!99LQsz%Hszuz7hlW*n5L6rMdM}+3tiU#lM>Zg--}t2run6{tge6;^NZkX
z%5`_%Fy#X;ymBFA%^*c&b@*1Jz!A2lDHRnR6a;1<a8zM469qoE=Uzn%GwI`upnBg4
zAT~KtG1klSxcq(JBxq{J?jJ_BtaAg2ev9==sV5;dHqbLYswI2t69$G~Y1vJ65}Uv8
zqIRc)<JPNC1xOn&AJBl9XYms!AR{HD3`m)`M43hxpj{ze-YL;u4t()%wy%t1LWu!w
z*VyR&l(2&SH5ybs08g+t^%w`Fm9Qj#jVd$VeYywNMgqSKN6xHspp%t&^Fek2Me_&y
zR<n23)1Q}%+(E7KAd2))%JrptA7eSqcV!nLGxXZg^RJe`Nc0A_2CKHj*j>I$dt0O_
z0GGt%I@+BFsp5T9SC%e8ta**31nc-)X~aI@^Oeg61C{NI+>0F4Wc`TmXuq}Nlg%6&
z*N5;%ojS}fA<LHf_4Oj3unSDpocF{Y4j#ub)#N22YtL$RWuemKXv)Rj8}qODP6{nY
zm*MzBr}Pu>4x)x-<4LY7X_=U9rd9fA2Ev*`{VG<)e2U7bHUvV>C1}@XlVx~{fu3`{
zZ$`^1;F|)nEJ2O&(9<=WX&dP`#|xm25|cHPB`cA>La@F{YKO)h(Dd_TOu(E1ur@&@
zgI4%ZGLjDdIAc0eiT0<OUF$Jeb;&0DmU<5r)8&T6K8msnZtw4i1_fF9qOsnXNW<Gl
zP+p6ynlWm#D-sDiJdDirY;m&|UA55B7_MM(%kjG;`^{}R@NGH-!hz%liOcdhGm*9)
z_xC{D`%Q7q%Y)I7*9<?_^=qz)p}S~KY8DsD|4n{h9HWrg63)m{Tw71t9KQN_S+G6L
zth6tJk-f9~fVu-&k^%x~C1FkWl!zP4(!Lelhfhu;%=MugD=uLIHxmH4X4>|kaqQY+
z#<rHjNv8mRLQhBAQ&Zsqy-GA_T-YgPlH8D8ww+!>^CDmx%=Y7fS|q$)UTlkI!_$ol
zx9BvpYKQtEmSO)_enTroM3*!7>v?3zYO}>*KQOhWgq%>?@@)_+Hx#!{2tW!jvI32g
zKl#<gy0otJ9mIM$#9VL5p8TeLxnnnRB>`h^){|J#jM(Y41}$W1m{nrn26^#JVzs_?
z8E{7gxFG!0S@}Yb7?`Irv|^is7gf6T#y4930OzWszAnAXP{Sv#Y%>@_MrByzpH_GO
z9zC%|o1<tm1DCzVLJVICoAkZsNb}H>EB;c)?59C_MW^fFkdlR=ZIVcgL!V^#q2q_`
zuq_TI;2NOxyAP6$SjB`|{E>8uh+kptzb#nCQcnm5inFNF)d3d!S8EtsJA!pbJIIcX
z(K*i0p1#MS_hb&$DfpT~jhq+gBA4lv82y{qCE2!vP_;Gp$qTsol4J(x1HRrvkbbaG
zB;UlLuLnXs2E`7jo2R{NL~rkOkYIZ+IE?b-7`MD}HG=OCOx6+Ma>*^0dqGI^%vsNM
zD)4^Yg?|3Lt}`OOdpybf2JL2VKAP9bfa$XF2F<)e@Jw-E6zzTa{W*RrV1OPlKDajl
zBv2dS&x?qt<6Nv8Cl+L%nM(`E?@j_!dEVp{i^8LxIgh@aW79;!yJ5i3+^J7VQ2wRl
z2p2n7-A9@g=QABPgkKwGkmGI!ZQP5@FUQSGAFeY69sa__-!O4)mx^{mHM_}jb{;Od
zEz#lMFzqv2(WnWdS}#WmK-jQ&Kl15?mW;-4Xd(`6@vT{S1|3xMU%rdXQ6jtGWlFT$
z{41i`6(1v?NKPC_*6PHi?8<@vcx3Lm?wRO=$aHDS5;Wk-WaC}eR34!;NO-e)c8-^b
zHKe_M*9N%u40((R>^}Z}EahqD_$w)yntTjzEw!S@wgxGr^6*xpbcbvjg<Cs7{XGiE
zb*0Wms4<|zAEoK=<fO;h;WMAetB=P!l%au|TVU_F*&3rA=hScCM<29>4`lGk1MkTA
z-sn<<@CLDYdaTL%t!InIvND=#xu0S{5!;46wH0W$o!Ga+wnW7zgtr^b?>IbOD3q~A
z-zZjYDZ1XiL$)j#AoR1&E#eZjivMo9Pj`^fjqnz#jS<6(*5oM<do5+ZS?XCAnmo*o
zsmvBAo(go}G2jU_EHIYXiyGt$A~l?*UnSHXXpK>tbi*1MzjLPFbCi1+X&NT1poe`#
z%sv8lwz5Ikf%~e*``}_RcESO(*voM9gs4BsP?$?X%xE8qxtF@rZffD5iyp8F?Hvx!
za`-A|)(I^#B<Y<ohuVv;qGs^v>xQRN2&)dT$e{taaU$Dyli=2rR!sic0CMr$qY3Y%
z_vunrPAUbeM!Aw2Zf+nQ@`U$Bw9pW!id$E+9>W%R?7JJb-a+k*Fh0yq8)F9gRpfpQ
z!ZHIA@`M{gZRhqQD9>KC1l`-FiKD&}1DVoQ|8tTN>tw;~q~&>;>{CR6UIjr?WQSs3
zcvwmkfi1U`y0!c;!U2}8&B45fF6Cb03I4-~Q@Qb)223;0=RNoaB>FlA=@1O5H}wd6
z#xgAKYkT8b>Rn0hD`%WGZsxdh+dRufyG}Nf;EoCNdRpVH!PGqQ6oue8eUo7WYsALK
z>AZ385BI=Q8`P+Rk#IQ)!<(`5OA;<^P!be_vI6an;rastv;mGo!*#soLa2{WG87zv
z>8T*L=Npej3J~{p1BC`(zxR1Dfu`|L6<vjYhuylzC-o*Dp@+Of_A#U_G7y<5iG`|y
zfL?5A2Y$|3%uI4jsfIoirt}sbWLz#csD}8bZffe+k+t(7R#&<W8lYT?2-uQYlPh!2
z(dpWe+t5E-i$dXu@WY6x|1ust|Hjs>ng#8fzb%liU-zTN%C=ap&5JbVsz*Hww5yib
zX?9pOx8fJ}%?qI|&c{77p8l@rj(7)aC@Lk5JSJbGO}Fn#Pk_L`Q+DmN1z&cXRf5*b
zN`h~Vy+YYF%@MAKnr45ah8WuC8o(JxD?Fgd{eDHwBQCHO)f?fvk{C%bIjQJVYNg>?
z)J>fbi-f3B6^ahPjQw@>MM=-1pd>mViyv1r&0?cY8!h7BmxR)8Ur&W$Y4QzBe;CP$
zf!ZOahVa&VQG;XD3vYrXJ8@}Z_aY#6lIYu{g%LZvV*E(VUrkuGc`+Q;yh2nFlFP2>
zZL+(0gLwd1c|-#)AWg5}GHgsRPqY7V0A<gO1yS$}+GJYc4v&Qyi^z64yOKlbM^7yz
zSSZkB40z@h`v^&bifKk82URKG)sbDMW#xAO@weU2rSOm_NwrC{LA{Z>9AK)Yx)x<-
zChm<8!c<r1&R9%LPQhivtR<;Jno1>_Mw)6Eq4u^B5pRQgp0U?U_wh-{BcxjuqET%q
zs8}?4Ax~GiW!2;zt_rjW5V=<{GZLT-PTU(sc~dGuyH}xgn9ZmytNd@`@Ixr|4$(XI
zZx=@JSl{1pM)fcK#T>h#-aN9?{y6%f0(;LkGFxIPi7BC$&MSWWI(e0V%vHw_@%M}i
z>1)ig=LC5f&SU+Sd8@3OND3n2xz|JBuH%^#oDBa+dQq77QmTkD1XjjqFwcNii$P3-
z3pbq7hW?qn@6aQIuQp6!D0I*Sr}-JD9U%vN5m`5!iB(omRh4mYb|uEd09Jx2nX;B+
z9{e#Obp*0AU|D0k6p8#2m_;;nUNBH?u6fBEsHwv7C1T-$3tThgz8jhvm(RKbI893@
z8_}6odX&wgZE}uMn0%S=^@A+cR*FbKQ(t(u&F~{-tP}BST9Tj}Mpyo-Lbz%ILp`pg
zw2dB^jK0d`^uq2Vz`rg!PInK{Ewn#@Yio8z|E(kzN@j>;KOySC-l8hrOa3Ic5&{EP
zQ9%5-lW*O|Uwccasf8%!GbpbCQheI-7n56Fwh^!Bnq^2FIs>ubo{EG2ldb5xDa{XD
z?z5W&_Zc$zJY<Own-z><pl&}Ys>#)d8DS&Xiaf+Uc><&>KK(+2Ai>Lf+CXvK3V#?N
zII#&TUDU-7Vl*jsgTcJ4g}cBf<=N%QIrFWmbY=z`A?J}5vA-v$I%_(-{og6KX@FCK
z2zSm4`5<I<r0rpDXi@Zaarr1)GUA0@3Yy{(i833eI*Ke5dmi4)U(2afEHq7y$}-b+
zkR0%blkkOKmq$sn{2Kck0rPgcm8u5+?nPtlcNq5^((yBAjZ(~7(x#hk*zNq3YZ(K7
z6EX-Wbj?XAbXPyuQPdMCcF%v^{9@zgHnfl+IRwgBGLqf7^EHS8q$*^XlM4FWhcT%w
zLEQuZ_+2oRAsjHsPtm*8in<{OAK<Bc1|@I`W6Wi*5cx;Y(ESzg(RB~I^-c|>Hau-w
z{yjtZh?}h72V46V(t#%WWugccpkGxyzC`Z8o4a1Q3PiFb0)kHL9uqd^Ua+c;ruHI?
zA<T8ab*yIi-!YZ?{#w@y8S-kJ8AZuS?|_E5#uUE=3+JACrZEwm|9x#8azPl$9_*C(
zcXyp4CY_XSFQ+{X5fd*6B0yUB$d+zoF&ZGktjJB7s*c8%Zf>hLx(1`vJJj(I{TQf|
z`XEB@Ps;kQE<c}&SA!dN20{IwY#K7b3%?D5{h5b^`icjDU{dwpTEQAvkz@$Dy#$B<
zhf_IR(|SqV#XIoP<m*~Q$X1QM1ZU!H&Lh_G=c;Yr^)fD?&<D>E`Ne*7hV*{p1r@aO
zx5M!Z67Bio)?fzr&-R27A{C12_qo_MhDcaM{_{Kgm}h?YAV+z_!<v>-?%$ZelD19|
z6_H21oR9p6xCaF-KL^p3kUpo0r?zMh{F{mZb?jZoNz)XOgwhO2#{c4h8$IL1)iO>e
zG2QB88(yJX<|%*`6H_-@-RyFp6=2%$rO2$3*8(Y2E-DYOzJgo1|H_1dQc5X1kil}{
zFY<rA9e9;-ee=Y)2!!w5lKyW)hoi|j2cT@!kN*a~|JB|fRJU_Q)!)aqhpnH(i5;5s
z09e~3gvXfGu4e=ulw7Hu4wsZ(Xv<TIH2`;wU^Y0XG5kj5>6cs#Ufp8kE=(<~Zm$wC
zo=+q>T@s~^R|-@<{fb#&TbSc>3+$`$+ZF(8U>fJeEN}#}z~IK(+wB1fOX+Hw$seKJ
z{yNa74)|<-`ycW{oXFN$CF$k6E@BV6y{HV#ph_#Uc02`yTndq4`l_c?=l=|1Bmq9V
z0mL)@l#er1IxKAmWFphMzpXm^^Fk+RGxubPIcYx-n=|ZA`sX=ah3XatvwcGl(mmce
z2tIRAaPt>6<~MjmkZ0+^ex4k~z)-lT{o<HWgd_@2*FJm<6clxm$RsNKqEm<n%z3+X
zhbS-CG@sV;`@g9!+$my#BBP-t4#mKuN9to8T6@e%uC&Jop&@|W1JB9!l?-?qT1@ys
z<c-`DTrCR!Ni$`UybE^<6IKP%N2EhXpv3KbHBlgl$&kd)?QDy=GcHmp^~w7Agi)kW
zgnnn2QM+w6)@j92r?3}W6K;6eu^=(y@~21RuFnEKrYon*P3rf?pnW;`Ko972Kxc^?
zs!*Yl-$}cHqeEO0(4!sL@O2}8kA}r{yIF2pW7hdljKEB^K5s1zd=Ja}gVPa2cMd#|
z!>{S%o8Toy-CrsRFIN*=sg+pUM(t4*8&E;t!9e{3RgaN`D0ad`u&cXkbc22cVGjq^
zds{OBnL}2@&bAdycLb>qD!a4fD7Ml14paj1dAdwrU&I`+Uo2bXdE<j~6Y!~|zZ6&<
zx&jBE%idU-d4)v1?b5}XQg-@Z^V%(ee3a^&4Yu-72quqj|22&#R9?Dv@38RGW(6}M
zwMC7M@tvi&if9iMx?9K@9Pxg_X;-c5y?CRMi#Z7S%gGV>sMPXz-^nSRJ2BQNp3Mmz
zPkxG-5IyLeZqDW+W_g6eh;_KLp9T>Gl487*04%!VG4v36CUjuvYC63NLAq``QGpX;
zCVN3~GFMDlV8dciY5VHcOhVmc=@LNvA03jjyy*vRnrE4Ev}4jqgd993B`5N5b&J0>
zo(|&Cp7=xE`SLQ00EmC{%doD&Vn$@2Ah@Bt$+9{cJ0<4WFuq!EXa%m2RuaYI6CE`i
zUi>kr2_u~XK5+(gOd+@;c}63bm*yBV1DWmA7R^5CrwC`8Kh-1tZQUcG(l2LTZKSN+
ztI`AQ5>J=3031^H{W6<ezk$FB7d!W<%ijz^?{nB?ooF2)h0J(qd)uk>t8zf;C(-h7
z;2fr(A$6;{_t*u>*u}A+{As;`JCkE2nIqA(AotAYDPx47&hcb@g||tplG#iEYvqTA
zy<7UG6qB4HL!ol#%_=1|n3}&uh>+1T?qQ6fh4BcFSRli5Y_bbLWW0fMjNf;4!{Zk*
zhSK*vA7R!Gmp&p>;Bu~cfuC=JQKPB8>OCj?7DgbbSW%w%XHsn2nxwO_N!gT_c_?-+
z^fS?Au615DfOgC$Quhq@Z#>TS6$gAMld~J9QL?_9fzjxnM#ZSd#FX&wKEPOPy^zE5
z#<4+!?$jK~oaA6rFPek<((|>rANE0iGlHT9@B!)PoOf=HX=tf)$p}KI+J`VlU8iBf
zG&*BYikt+5SvkCi!%2y;%&XTZNLXCYI@>Pbkn;@H2rO-lC3xWs6|!qeQViRcUJ{%v
zUvGqhpjl$kM(QUn0e~-{{R>qtOZ}HY2mSboe;!zuT@Nl^taXyzB-E<BmX7K4o4g&&
zO=^(jICHT`|6^GcHT&Uk7=n|Es3U9t<e*1Lx>NWO9QCW`5%i$sT9Id*Qo}VVUb&-C
zf&<Qa!KA(k@d&7<`Z%RhF>PxFk}1S=qE*Vc{@sFGNfsrN%|Q3N)a=SPVHjTlcJ$2K
zlP6c0rqkg!7?6Gm2ThRExe~JXTn-{)w9m-iI?xvElap^AR?%i5h(})<sAFZ7UsQgv
z4PYEXGo-Xv4lEKv2ge;}TKSkAG#%>DdAams9pBpx+C)e@T)>#v=x5(Ydo*6C6zeU`
zw=nKk{l0K;qZ)z5V_`4&q`QKR;XYjNL2=;wA)boS-x-=Vpm2?*WgLX*4c(FXn4#0*
zYq!>V67_30Bs2Fk9x_sTUW?ZSW^5=WA<YV<c<kP=1O|3g2>nGvmr#H+%dlB5KxKg&
zO!}vjeZCHi6|joC9S0urEmeA%fzT}6e^)GxhSYE$H_M4ao=StMRP6(4uOL<hd5>{m
zVvc*jxwDr&P98b4(4t~n(8O*xowhK&zu<rHR)Xi`00aLw)AGA~^<*N$j@fh8f*AIf
z+^HtjRstv<U(#LTs<1`$))gpm>HjY#b~VIv>a^3FovN;V3Dce|vY^WwMNH>frjxRL
zVeBS|Q!sOB&dfq*1wa7+7>I+$aKk47pWi(MvN1hX#iv$f`hi<@2=rMAZM9yvfw;Nu
zNO#gZ5o9V6WbQ2JL@E<0Z&scAmK>uDQS+;|<~&X5c>Dzjm6T7-_m{3_+|ZV41_qh_
z{T$VVg%T{15~)rvO>3lQe{BLGb!p+<SRHu$s@vmZ^2EZTjGA}nHR-4JhuXH1w8H-g
zZ$Uni2G)N5ct9s$Bq@FFZYfe&JUzS@NnztxQV|wDNO%hC+fsPSfx<f$ASJZ^Z9BhP
z#i$hRP0q83(@q8i*8k6NFzRWQ2{@G;!f6@e$b-J%32`cCV??w$LG;q~l*D2f6JrO%
zuwT!#*Ryvlhb4YUN$$o@vKvkP+@w&sv+*97!MGUFX+lz)OOF9>PdJ!08EF<vE)5@l
zG9I6qnc3wz=$sgLB5he!-8#2ac@dD>YTD`z9_f#3CglD&!IA|}Z^7@co|9U+3wj#P
zA=?Lk6+z%akKNqrck*#hy67J(=j52F+IQdphS!TTrtD&Irk;rX%BNne1`PC%P1L}X
zYq+PDAi6+Z**zPEaD7xJYlBTV4VX4;MS};e0X7-`_3|aQmW|!pQ+X=nhY!*wh|)gp
zM-@#0%H<7b-@5){<G$u>jmp&O-D6~B(=}Pj3jtvzu5a`=MhAAJ;XQ}d1|57~&xSo2
zTA}qOXkXmbg>S5ann=PjN`m|XY8$5F5RmX@D(mz&&#!#*^Y0LAeHwQy`wqd|+?+&%
zto`ou0>jUkGW}GbiW#K+^TVzN;1F-v56m3bP&t#Pc|JEyAC99#(q@*jzfO_}1&@9i
zo!c9Te!Ewd=!3d+!rB2p58NflkF87xxW-L~sx9z^F)B9dXt6#elG;QqKEY|sB+MNL
z2{uO=YEN`~4ZyJ~dNHAHU2(7`EZik<PH~r7%D^`3lL6VWr!helmXbq*a|)7aI%y$#
zamGruW@#1d)g_L4L|J{mO$j34mLfEAPFl&vatL@5nC>06YOz=u*(Br?drj7h<bc)o
z<EIa3k~pY`1)qgCrsRB{58s<U6p%BX#G=(8Gq4LkqgKa|^x#%U2$H2%WGoHzqf{cQ
zRS7AENfM)l`%sO3Qh}z|;EjV)rM4D2+(}Y|qv9YEG}EPyJJF~M-xreh7(aQr>)R^_
zJGK~?PMMrSs`Ou=+$l7VFmt?qY6Tyd5Vu0SGj&Y`zQv}rU&i&VnQH&#p!OqOv12}`
z*?AzxH0PCn&3IjoUh1^yJCa7&efm6^CttBW78z^LovK6az(>7psh8H*u;sm&kJ1g2
z7^qL3Bnz@`D^zwkid!<ma&!!IP$&(YK#A@eks=z0c3H_h|3-79k~Lsbi|9QUL2R%7
z=3)@9(nGIk?0ulML3s;K?{3fou*Xpr2*b4WKP|qZT;>KOxy`sWtGlvF$#N}>kH)iM
z$NS4n-Ba_p@v0Xim`t_pY=<pEY!U2FqFSR>tA#ABtZYfg)JvpXDPPHTn5Q-X_nx@S
z*+su!S|>0WBBCes1O@wDH(Eq$51*$)(f8vK{CNxIm@4B|kn-Emr;-#jb4b+A+g=?_
za~uTrb3Dw(C5zK-eeso{w|VG9++T5_v%VP|NGmLRX5jmgv_~oRsUMwZu9OIIX*a~G
zm}D}4r2sKs1e(oQi0R;Nemr!FUL5}Fuc&P_>+ynu9}$1>C~wRqY4DyJkcd1wzl}&7
z<Uu$-05ci79<4F3RI{zZ1hZBgTF8M2QIH9=1<yA(FTSWH|3FJVi2KxP>XcE{X%}$*
zwlh5M@FQiKTfobMI=h^aJH|;D!t`_m(v#Q*8uou=BfVPLtR95Iy;<Z-f1j9Ir^6Xu
zn~6qjqLWDu9d+APp)J%bA2TwqA#2!d!kr+JK||90&OP8{V?{yxMj#Xpv4^{N_68=I
zpp>MQltQiZlwp&68}HPo;DW{5yQEE;*_yS7c^-w$iQ3$F#$bBrE)txV$3zUhw~S)a
z!U0&UU(;zca%H~z8x6YPYY}P{3>rzi6x{#nQ(GHteHXvMh~E{RkX7Vj3iNcs-l*I`
zY3S0wXQGNjU&g?)UrE0wHTuyj^$f9<j$bn|+#EN=Yt0P_iVX>7_r*I<W9+?UcqF^h
zCRk=>X1mSI%*@Qp%*=M1ncZz>W`;I1Gc$LanW;VQbI!f<&3<?Gnce-nQI!=cDHKwu
zN|9NWuN1erGmy#*;t2k=FF|k9!fdZ*C>7WBAojf?;Ov4ILYKQ&imePS;5%8bh{T}d
zxIHX_tpU85x1Za;yW+%JqK7<iq{8eb^kw-qbK#D*$@gSlen(=%UjWwRY5%<@G$m5G
z3&)k53OdqVSlWWS1k^w-S`cQDjymzoVJm~3*omm<&Om%SnX?*m{uUQR3R&xll9(C@
zaMZSWj=WXk=JlL|cvRtT6zFV6R`f%Fwv;enn{dWo2asv*gUp@r&go;4g1kO!QEYxm
zC{|W_U$~w`zs%9N!v8IjmKrUwI_zG^((US~<b57q8-OjviR)zD!u~*Ux~SO9$X*$z
za(XxFnK?-9P|8sUA*gCvUH?@6Qz(Gl{D4nng-9D1Tjt`;yZAv$$rtWhjaodkKvhtc
z#y;7P%+TyL>eYH#i+k;r0>OOX*%7(aPSS7q>QG9O%06A_?0JE9-HXw>P_?ArC-~m2
z@M0SID3h*U?wG-xo_J)UKJLK=1}F!x06gpQ`ZCsz_yLm{6}uYkp#sEsh`GA=!*L*K
z^*R%jiM<0GQtFjGAW1m6mmtle4twQhmGEZVf^`)i0HB9_MiQ*EDgwCsX$3AOcpPLO
z(e~Pa{_)A2mf$I`C6a6uUq(d@G8~Tu6v_}WX7C>AFT+snjjvc9cN|hUxRa&#JD9s9
z$x6xh-gVWwnW5dq70gkO$39L*19nWJgZy+})~q*MX&B#nAeW=R<$DH<T%!d6g`l8<
z^8Rl0+K^Lx-vnF3O4H}NoEv&2dWyg4h>T;}OGYss05=_Fmw<Fx@DCGvKcyM967B0c
zU%_2>m6!vusB`hIlpwzP5DHxesB&Pgh<?+zTB^Ggy0dh*z6NF~T9{BZb@!}D+@Xf%
zjH*M>IqOV)=A!|hH%un_Fs9Po@g~;@x||6D%}w_0zA7w%_1s<9MxfVU0=?W<F*+%^
z&{Yw_*|zF0s!eaJH5*|xyiqY#hL&9@dAmdiP<Q{S2_LZFvA`@gpf;dsv9am|S~2(v
z1Xr1V5RR~Wuj_b6@Lk0Y-s|HVcV|u{;zkq7$MC&2^tY($yQDE35`kev-JWM+EuYmd
zD{6d_Y_09lqxDV~vN$%Qym59z!^AGYWH`AUUi6$EQU_tNXCGD`QHpNxa-fV-z#H1G
zkK#OL2`A;ZGx4t3Mz9%u(Z}guRxtF}cu+apkad${N*#`5mM(9e$y7wr+NoD~m#Ve}
zE@nxgnn1r{fK5h>UdQZDCG#{t)+Ce_BCfDhmOjQK>OXR2YI@ZEP+)a}2GuHLr>76~
zw|S804M+$C9?{7~wCGFxzH=o1)_O;v+r6}5^un=c+iw)+C}_W`+H&0n2zZZ?{Ah8g
zC=L8YUZ|bud8B^@6z&VtXu}kkN5h@RfG~O?%a)W>+O&mwsns<Ijf4<q;<U=pD?HD>
zQd_x$i4zln&<CFiPU&2WDBqM%H%(<19$XF{?=USyZ99bZC8m0lS$id?YE#h+B~S<M
z_XF*hnRmN4)6hppt0g6fA2zK-Fd9Gebk%9K;iXT^D1X>kBw(1gLMBo)k|GXe6;Et2
zrr5h4Y1~LPRdVg9OL{+<9yeVB2`dUEHX!9hph*aUQhf0iu%MrqeP}+qVcq#z_v?As
zWdhNEZkFMf%v|rO#-TgtTe`^&-trsU$S*O8M?;0@TKpfJv+Ly)JW;KdQIY%^4%^o_
zhK$w2Wk(5PbJis&EO{XFx~tmM$!zQq31b3*v|X<80h!>)MNLmuZ=&L9`)rVRyUcYq
zDp?sCdc3a&?$+sBt_bTO$phlgb&b%wmcRF@+i#S&B3#G_ZvwE~ffq;^n0{Me<>N1D
zC1$+P&!F#?b!o3!Gz=!MVL2{%Xks5cRtCa;;BY0PF-wtwE`5c5{E&w5D+0Z9POqZK
zpB)`cB!*(R%j9^Ct&;HcY?%x`%b$p@ET--je{E4FjTG43Cy17E?R2-vz33!rZvNG{
z4NP3DP8yQAn|{7S-|=%Ic(Q2!U<Zd9QD}Qk*NuO=sPCJ84oF6mvDD*6YR?OWW?7r1
zhvmYw4)uU>h1|>c9Y}M#%WfH0N{SZAF%+28Nb<L*&^X9Ftw1zhzJwwRNWbRQ8&7xz
zWx^PSJo(9|!e!ggplA*W4|G2nJYw(0WP<8^t7peG`FV9DW0gzs1UO$1eZ~CcucslF
z%bX)hEihsfJoGGz0U?4EY%@QI%?6OajbMgS!;5>@z>u-Y*_#s^4jFiCH>Y4=7i>ap
z>c(#zD!uEP58!QAuxWPxe7_0y+*Dn;Zrk%XLhIh;IV#kkIk4E_CohcU{z(A8KQUq}
z?*+j}m~^*b>CR4@BKvU*um54ZaKx%PNYfvek1^v91e^OzIHX7L3Ov^G9aP$Dka7{s
zv72XvP5<_H11j83shaPOo>EoaE@j2m+-tWHQ}XOS{`KtnNC-SRC9p5)R{F0Z#lGW?
zkW=hNSbfU{%>90;4p{@z6l&svplffmYFVk!G#UzPmzfK0(-6#G9$AqY$hOWY3(M{(
zhOO%^sGX^fj`&JKkQw=>2&=fMw8yxZA*aTZW7;P_GzT=26YdZ6EBAo5#MG_Fhu9$D
z{d^za$XRu)wCA-aBg><m81!te@c8H>#n;h|cvz<T5)5=lEhr9jmkOiHG_WUj74s#u
z;rD6Y2$xy%4oCNrtMOBvKmzS}iyc8(DVmLq40Ag<g%u+t@<BRrrVvaaYxxmQ__AY)
zg@c9~*w_&2;%^2@4mP0irNyb#HdjX#x_xuO1=fU!1g+Hq3}+*4lY-?w*w@H8tp&_j
zmw6m=B~RcnDCVU-H&q%>k|=SQID(B9HcO?i;v4PMU=P<)EV72|6_o@Y!SWd$iaTdw
zT(&cxy6Bd*<b16Q%dy7}Q<@JL<{L;=+_CNLPy836+OJ7G=0y8&&{u`>^r8UvQaCk&
zEkD0efr0p|+Y(I~@pYx+sTVK}CB$x-<U4`wL4j<H;N8@S=g~BzNvk?Ts><)909lt0
zvVni0M^u2v&=1KdTF1}C<zv9eR*?}uj_>J@x;1~;P&A&Tl8&q?-pN74a;cKDo;zo~
zbHl=uxXX~_K_lHo8}c0k`jxmiqT(=hUl%k+IHyn8rh+e8@xV}_QnK-TXZWrzblnc&
z?7~%)(lOnK1aucZ`{6PWf#2BR)iB;3`pPuVH48YM{lY@kYJI8GeAyzm#IR7;whMYf
z{njAbpU_LnF+@*6F>WQ-iu0sS4L$1OMxc++1iOqba?IFPYf9TsXu8R=)5kWX#HThU
zsFr5h;PSkxg}mY$YSF1VpEiNa%~HJ2GMkW!0y>n|G3${k#xhPY8}XOV`@@8ncpD9S
z6T^?96DdiXmHWV}>WlpA_(uK__eVmU#Ass2N~`fqTp_Mk1&0gQC=v9{#ZwB)6(3<&
zjMxefvl2J=u7u=8RDnxy!+2LwVb1tR;8ZRG@J<5XkMZy3*}?XNzgKG|PQ={>ubxLe
zdbn4mWsa=w1B_@lt>Fa?zj%Ajk*y42O~Jp@Kn)l{tu9*6c_v8k^P=*@CJDj$i!;&l
z9{Kw>EX-zV1Z;`);kS1V2L9~7nIdRWS5d`?ptcM#O5Jq5-nu~<PZk;g<MohIKw(Z`
zfy0s@3_1xkY<EWOmdr_T%!;n>V&tj6Nm5e;c`8i9&&he`TvDjX+zcO#pv9tu1Y9xS
zFyl^>nXT|~sxpsE^yb#RMIn1&LBTdxB`9d7iqytTPu#_Rm{QLnUThTh*s_t;ZJ3sc
z<-Zfd<}_Yp&h1zW%N#Yw;-yOOg>T!U4*6{Wnbg&J-R=QslSAN9n6+`NY$r}#7NZPL
zR(In0jjFb2s^K|#Ophn>e_1xdPC1-!ulgoOvmSQD{=|DjS>-k~K%6QA<84vSDJ9eL
z8(PO~%`CBy!`lhz7a}_^6<t1ent8>a6|c!oXI>$O!5{+T9$Bi#7=zvuF0j(TCjFjO
zGAZ1Kcu9lgz}2Q;Xa=+eb3;hVc1<x!Sq8@u4;97a)GV=Mbxt<};~}ILN*lYlk%mfY
znRRq`_^8#DCyg?mGs)M?s0gVH0nA5yVc^6T=r}0Jb=}i_E~D*n%l%Wd3XAeAK&{X>
z`PQCaHW^oQV9o-AUzuQM-y((s{E98T9`QS&!<z$CyM5A{o_v;fZHXq4is@RY?KRB)
zB!p!|UC^LoW&C(4IU8-)w5{B`^}J*;hN=6vDAD{kAG_!SdA7_xkBgPhP_I%?0v8K}
z<agvaJLa>sUyJRnZy!X`nXjza&TD4qQrZ-8g!=tc^u_NXY`8;k$e5)N$P86Qr@+!M
zi*rttX2+&Kwm?yXe6B=pdU~tCFh>l_wS>cnNDFE?HEZu*s_4xKjfcPAG<v2?T){Zk
zKKPl6GXfDuBYA~ksD`0xXSGfhFb<Z(Y0EP3C{#Ym;b&>BeOTqXMC71;0T<#Calxjc
z&F|YSOvTWeKQc(aida<k{KO)amPw%7V`z%wTD^%_$mUocl0oc^_R#fYCre;_ZF1<K
zGq_Rh+<#&!WyIzX{sn|g+cczcrnIO<T!8&>FdEESfx=O^%$qCNBRklKD~o_Dt6osT
zNCHB{s2$!Ck_Zj91KB(v`V4XTgU>>GYT2G(woG;VB8IY|X3Lm~&7HlIOI^u?r&L>K
zrEaLBuHU$rYK#NDK!sh*?6Ig7w=IUBt;~*71=qm><16<J>ac-Vlg5^|a#dj+6M?Ds
z&tI9<poj<Dve`NVl1Fqu)AP0a=(6=tWhw5>6hiuj9aA(j{jxM%LM@{m;-X|v4S{k*
z!nnQ$1V-iwLtUV?SQW;QGy4&bf*p|VTx9vW6DFTOSDQHm>2!37F&OK~wQ9h=Xk7kW
z4`9F|``OPDk8B*fVBGyI_Oxp`zY+4*^0164!w<w=w3ytCTOv}Ijz<C@9Q7M_e-Gtv
z1+kOHlBh4+SdhH+2l!YtWBsQ{;w=AXk;Dl(SUCv!_@JF#oJ<XEp*=FcsgB2H2q1Rc
zq9yf9Wq@2qGuDjMvwTgU`B}87nyhWo?-67a6mo6&!Kb`wOCIU8f@`zLvN*2_2J3F$
z#S_|$=SCO3WqH3d)o*H}qv5xa9oXJ(WkDytET5BUt?S+C<yX@cEqr@K=BjU3F1syj
z&+9qQ9wvQSUFn|${kU=8O_^G7k+acqCA{o^<Yt%Iw#AE<;lOp)KN`Gi=k2y@$bP@=
z?`GM7Clq6w-FCdQ{?VZ9+2%#7JDXc$$Kx*i@wvl@mbJddqb(;c(imrI1S4y^)~35J
zcO-XH&~nd&>N;yu<xw~1i_7fWlT-GF<NRfq!4H)N2>)xI82W=#TZUJjX1lW&bJq{8
z*{<VjCoVi(P%6AiwQ^T){_(>%OK%sehn$Gbwj4b<xk*dg6=~+i3!gPMyN!owIt{B%
zrSUdBuxk5{HnT$0mTsrz><a4-_GQH`=<nc@W^!Q4`G^Ja4n#L0KY+vpt>b)&ZaJ!d
z#6JrGi%D^xf=1&;^N9Br8YHJGUE||Jj6+99YEv;RnFL~4GgvWLnR&oEt7AM*s@@uN
zO9A{?)*6X)XucXsPmhCge9`I6*FzjOs*e4k2SgrC>oC?y=`iHFcetSqqFqfau6w1k
zm#jnom0AwjJ3ZW6k-ajHa6(cveCjG2=@<4Ev*cUch3d1nZ-uJ=LapBR5+xIZPtIIO
z<ss#%pnX1;urt*o3a3eO$@R6T4Q2s*2J=uRjZrjD1K2(*!%xc*`|k`xzct5FIj~+s
zLS;JUb#Cm?M~J8~_n{`FhDJy#Fz0_CEDp3@YEEKuIWG|y+fBU~UpX(yPfLC#jz%^8
zg*q$w10FN)O9sr}p{_N}p(i;{WgH2dm#`G+PoqmyT(P}aIm}_`)to}bsX2#x5}6%I
z%qQv-nX`GRIgP8oWhRt-%ZwoA>~H^;nYS%9HDgI??$MIS?9`CRd`{0P-2Iu|5TD7|
z5}(;iPhx%rGm7N}J(}kADfRhwPkL%#`stjUrUa@3HIe_%k=-wJQ^Nb)S=&h7jRJN~
z{2ZiwU5UxL5U5y_ro8BMGD8{EkCqd+9<ik}G)wSs7n7HSZQjVgVxN;Y?;wQne)Q`4
z{$_Ol1KtlviQ(<_Kh06r|1w7f?d<GboC&oF*%&!Kvz0zM=ii)(;UCWU7uO}E7q+)^
zF}3@YW@P$XmR{D>#L`g6-s7|WA89s5CPH>jCc;ly1w*G#Q9?!rhQHO(E15dmyE+-0
zIuo)nG5@8JUd7YF^pB*u=^s~MYG-0^WChL0#P(VGC&j}<NH6p+<*XcZ9G}YA2|3vq
z2w9jJ=~&rV+5R*nW@+PM>h#HN3|&k=qea@AeCialce4FUJL9K*6;TbkPbpJ5Lt9fq
z3Oaf-OLJEzQ)haY&*p6n9ULs}%;_9V%qag6m9#Un7qK*U`RwPPo+$m3{imC9uC_*>
zZG9^JpVs{8rLet?y_2$op|L69UvHfmKP$8URhf_PPj5a);!lB!%I7lff5z@lfr690
zv9hVl=jhQZh=_fbn|inq(o5QYHYM~A7ygG!{;^f#b9I{OXV3oVlC)*~{2cxnTuECd
zLPqAlKd?{5e{?Im8vQZw@3Ht){a5;53g~4_?aW;)2-%t0|Em`UicuN2Tln<Cuhi-4
zMj-2H*^fF<xB^07B1z$cLF$o1EHEU{2QHO)^}LfNgGeB}$KFdX%2%bi@}-$fR(9ko
zBZ@qz@*E;jJMt=&Uu5`?b{uF~DkV=oyaXcsbai2Dzt8WQ)%~oxk>)CCSbMsthZ`HJ
z1G3t)Ri4S9;n1b#AXXN%=6JRE;)%gQYTWdlnx^*~mT(AG(%z3JNDH}5p+i?UpYUwd
z$+Solx$l)2&6ACp@+Ip1$2HsjU9`t1+z(}fQ-zgD#Hg8-;!^{*Rt%L#JMU6Q=hMGR
ztNXQwM~4O2Afwo!V5azL9g$mBoTAXiiO7&<a-1@(S4Q-^MS#y#jX<G?Wq@M_r(P~%
za~0Vj%7`UKa1;C0$ODy=%rbk8z-4mvkTat5y01nDkJ9`1wfbkS^R%k4X@4HTna#b^
z*a<mDSwgHCA!X687_D@C+o5PZibktk9EuN;bAkm2_ht4K@u&UWn$74;d5~$WK42+4
zshhCFwUP)7KYrdDC27~V`{t$RZGT?*e46LTSU(NFmNL+)2PWE*>Zp_NOqJamGLAV$
zWfqlHR|?XX-{a8B(qaOsSQqXUStN@v@T_ZdQsEBY0yYNWnol?<t^-expJiK(W*hu7
zSvGVrsb26HG9{W_Eo`o?JbGz4$*{wt$(pM1O48xOCBWWmEW*{<%&U$K^JMqAt0lgK
zzkq&$@7N;1#45*)<gC;;w1lwEcPqhkxse_bC_}k@S<#SN%%Rwg0B9k*5sy@MgZo&_
zz^CKvi29!3NLSxh({l+Z*+Bw|AIdN6>PUnEhinYN+5aAUVa5|^Y+*@wo=GA#;Y?!D
zo=?&H3b7~^_mJZ<K2-I#6z>H5HL86$ctvOKBK2cgRJ65)4A-^Yth4`lHiH=vBdTIf
ziCVSgy&9<S%U*!#R*jxi_O&-dS(s|sX1Uj6<nkHzbRVCBEM+vb?JM3ph&Yqu<bQI8
zf2Qew^EM2G>@19gOdJgV-#m<+sf)Y4lQpfWgEOtMy`7t>lZ&Ydt&9DCb~pdb-@hH!
z|DC(}w?9$hAY^0y+dcnp-HGo1xi?^BXJ-4a?jZAAbJ`xA9TAR{(zI-?c!muz@g)`4
z!8VS!x#k-ciJd?p{#RwKNJPOv>5uoWRoxnMNmPl#1C{uvF5evgiRkSPEP8_IhAoa~
zZh!n7SOReKmCT*(cx#r+P+VOdUvnQ%<~PeNgsnGbo-a6&2&1+4)k=(*{cMcI$u`bx
z1RwZ%2r`nPX$K=ih_KFskU0f0^MJ4-K3G4Np$URv@?VbyyDjE}9vKs}r-n?(6{s1?
z6J#nlN#@QjOt>37JYL)fCf0rN1>K=RRY;UmzXTkI?6Lwj)mC6Tef+JOCNs=sHaEC<
z-ES*-*-B)8b6{t~hr3oThD345Os$8nc$rfdQNed}JpGOjuPkw@b^h2Il1D%g?pt%I
z_4YTm_kZ2}JrvXF&40ny+Wxq>TTwth|4Y8^@Px+a`G6)G_Y4M#7KgxwvBscRUzqWu
zFTJI<iz9{c^|~Iu-9VUXM~3X?EBe9amCwfYIF>6BwupufPa3N2mlQ6z>WM|{Rj%^S
zpnp1b6-1g;oM}onuBJwBGNaVaOJPd3P-Cm1I!O(D;mtBrcDhXs(K=EuCOA&IQ^huE
z`$uQX>gP6-SnXEk<_B$=RlRMPV&?X`bqxW5Eqs*bI8L%tp*?O7_ZbxrXs|*dGhI_7
zuFqqo-c8X{TV0+%^2twm6GMFK0*V?006g+hTdRH!kIPx@uiZ9pwJq<roiRAuTY|pr
z4l=$22#)X;F47_uNpM-Rv)nA`4xvee(^E9=_-pixD8ZuW&PLLiaOU==eDPy!Nt6@K
z_2E$8!_mhrNJwFXVTA2RU;@9`pF)pB(=L$gtb%J1<r7*d<)>d~;3pz;k#!4MeIt{d
z+@sJ9##g>3j;$s>L)4x_Z-_D};-f4SIlb4DkqA~$gY4SFT&O&%$5&tu7HW^jV<Jkl
zVw5AEc8sSCp*c_a*~6NUX<}-4v`WsIrKF#)&|Hl@^9k*GML#l@DU_+=_`0VK`J$Aw
zx)2S?wJTf&)~&jKJ<O$udkIOZ1GuV-6{vP<guccPM(|Q{m{QUr;wU=1r|~dB;$aP4
z>9>v%;W#qIgD8JOis&s~)T<M)iWEy+*e!jOy7Dw-3PSvLPcn3U+v=HpH*6jrEKMDp
zG^1Fhtb@#D1qz3rUumW~Q+fq$cp#+EfLLRrtY{n<^@OetnNB&E6j<^71Uf=hV{;Qa
zkIS$LTbScKzX0Wn7(^!u9i<cToN#%ItEpo?1Nt5xb--(fmIpd?h>XzebOY4qi2_&U
zYrYuINar4WV`1fwAZSgJGL|nbbe$Mr7GcY?d6*j$$zXzl2E3F3W3DkG_L9o+$fXma
zafa~L#R_yJ+o(zc^Yu=hZ5#~-f)3`TT*WHV$mkrfL`XJ;5<<kGjcy8nvM7o#o}UpH
zpn$9Zd4U@Re9@2;8jvaaNGz*ViNeoZ>LpWZ)mo9^Nr?<pvq)K0I<lpJ0U7E%tHjk1
zD?zioo1<QuDi^8=LyONHWmZ<M>AAj%pmZ)#;=kS@3Hp}JaS@9;&y+79S#||$%8ZaK
zaV-wBWStnNQ{8u_Q@IvKDC8`Xln~1ryi}4gKvVK4Rjkj0nhBx@XsX#c%>g~pi6|wd
z_fVLir}9-m$q>wg785u0+)2tBAir2eY8g=U>n{Np#FH^RWs-y;g+q7lNS<-zO_+=N
zEGTJVjM1C2F4ny#g^ro)7cq#(I-EA#d)QQd_oB%fN&hw3EarTP*xPEviagqutC7Xn
zjy`$v^Y^?4UZBQLv<hJ<MWeOTYfQmQRo<nMfwy>t1F<BWX*8x=+y>-1-9_W3sR<uK
z(`HYzF0mo6O7v`Hpzs!DJHj~1%1{|FY?Hp3%6hO)Ch6EaV7M)@h{UlRsgd;DTXN~`
zRM+2#f`0GiCiFK<=BOC6zw?<+@)z1xiiV^s2qsWq{d`V}4kFsb1K@9?V&@CiHp_{a
zr1V0HgM0E&?vQd^I~>7Nh6*!~R)Rp6CB)uJ%srb5vQcyfZ?9(%XQt)ZTtORw=9WYx
zZti%_*Rta<#<7|7zyig3Y}t9`tsf38)isTU(oHY9nAW$JY`T20<Mwx1W3eE14gfFb
z_aCjkbawVVwbHs;2_H#6@~LN%P&R(uK&Kr%N7)^UZa-nMhMVG1I1h5|Qy-@gxU+Y0
zM;{?7Q9-ODJi0%)yAj+iPakfNqZ@ac=r0aUg=2a<!dzpGzs>oa!oEH<1{^l&PYUSg
zrM3QY2f=Zo1mV?E2pcU3XyG&8@%-k(7+>(V9M0w-MrTg=B6@69!tCeY6>{^)Pl$ly
z|DVqKe}2FG>#YADe?k0nfy~Cj{=ZxyXJ+Zx+8?kb{^slM>)HLvX5c)i9`QpyX~Kj#
zZ1ap{e{hos3Ru>CeW_^kq;cW;#qV9UP9n09w1u3(KvD%mlO$@eM6dK@?;^kL=`^Ff
z)#*uJ_X>tq(>4R9pS7Z}O@qJV`5o>vLcrKN;SbjuU`<!YDx4(;n)mUruwQ$+AHN`;
zs4Kc3?)Ayxe0*<z(QiZB(P5j#C}Oa;V4yWL??`CFsrxzJI$Y16tY2KXbl9k^k6Y(G
zmp?~VUw$m|;ktFzb`Mr)*f#U4D_yj|<9&;h4;w$_isx$#6ZTm=r}zKyEN@Vp2r~gm
zY6z(^HOc<&*FDI!Z0!GLuRmzyAN;ej?6d<qRArhBj8n2=w-R}<bOCsbMfK+SCSAS4
zucN!;yG{*$vvIrS@b~PscX0cOlgIf7NPd+Haxb@ij!d`xp3<FPbK$D;D*eYhVio+c
zDh?KL=XNcdv+^w|_b2)b_wy_FuheJY^-v(Gx0W2tI!HPD?@I`Y6kZskGLu%{lzmS&
zlWRb1IhhicsLXzhL=bqHI5|7@<(-w|I1E*&zH%l<^XgtUzn<6O`C3ZzxA%X4oezK(
zte>i-FErYSEP`*<;%gqR>lf5MLQo$>w3-t6d3y5DzjCp>z6(taVrjSh=wU8#mUnR7
z1tVJBps)Zh>@J?zmd8%pi77|I6=87%ZZg-|p_y4VLIjHhQWfv`WXB!7+4Y_XUk+XE
zWY_1C`8@z%F?b_Jd;L5XUt!HY?!5m2naf$!bknbs+twnYf4?m(fjfK2nC5!!h{Fmx
z)@0CxIJ}_DiBP%X_wC0EtNgT`uc2@IIVP1lOAoY5{Hbh<TVP0kH$#2^5T=-!;&dTy
zq3}sLFSSrz+Yp28&6>bY-Fj~Nn4a^v%{dxM?DFXS4`|=ujA3K;7p8QmRwC6P_ptpU
zQLwq5x2l5H-YD&sX#6X|zL|+=!M>QCp4dcA?qlroDOdq5by`Eb^bWd~Jzs=Ai4`LX
zs;K>6;(JFexctZ1UMDX5GtZO(iBq~o1n5;xX(lQUZe^!=o?8~h0#zmF+d6??`Z~w$
zy`AnKzb7-(tc6^xm&U>FtLo`D_kE?zJhsCOtHq4W64M-Strs~>mXUn{q3d@m%uw(P
z)`DomyVU-0f_$Zm)^~pu33=qTA&UE5!mAsQ#P3iTmpvnmz99>o%#y7Zbz;z2+d2l%
z3Rhuz+crr$!<I>j863?9fm)5?V0(NsxZ!B30rw@H)ln}^%!wK+#VDYkFwp1z!sV`3
z900siG4FRKAXcTEakXVj0h95g9EVI)))m7$OiUwSeciZaefF2+<$JX|0+$JfD{z-@
zx|>!jY!8~G30VF<x=#C#8`T$DIK9n>g%#r{{#DpJ5ONBbJ(%!5C;FEpOiSLHusO<_
z)C95`LRDdfK~7$t$tn|B;@dU}gQ?qIIGg$}C6n&K^gALHy&k%-Q5n#sCWkD-AKDO3
zf=v19Uwt=v&<o0~i>Y~gx!5@!-{G@ssHi|&&mRok_NOK5=9G>f?HaOiV5+c|A+hb)
z<Ouqr$)#(!3J}mX#>f;Jz*6<jLZlpreqh`qygGV!*lt#WJcaZ^a12h_@ajmYu~O9>
zpOZrL4-_EFmBZ3~oy0DI-Sv|YfyL)$FMOYZI}<S7Cq8eu=)&{69pqPU>w8(3#T@-{
z4^YUhej6~pjp_TPh|x_GTKhmtxE}o*W+7>2;)sjf{RwrApe@V}0w(>Xr#oNi41U<$
zOD38Yn~%a-x)iGPs)-k=*s%C)%$hxrAsQIH=pN>)3{9_c#ppFf2;tV%&vVP}p#&@U
zS_Ma{I)*P%+w!^{+lZtz<IH#oz;|^MX=$ud7>hs@oB{KRO9D>8730+_c-p|D&<vvU
z9t-^Ez)1QK%y*Ftr{``u+ruf()p;n!sOE3{z(dR5u8;w7mr6l=O<-a(>Iw+r8lla{
z(S3<uja2Y#qDLQU=6H!_Wyb?S!`qa2N|P`K#TF{-U7skAUn6Y}?JzMK@vwzeNw^yN
zW~h<;xIkkHPYy7aJAmi_ul;%xsE2p!F1A3@$7?5&4V|9;Nv)o+(fPX=$h&2BGoH8e
z^oxVwTSPvgnr$8~-9A0nOK^Lkn}a3n{2m0;`9J!BQmmuUwAHY#!H{`W4FT+wN$Q_|
zskpPWlXx8otbZWD9qd%MWi!sDo72tjGT+>ubaJG#((qCl-_Z5Q-Rr7}<VzZzo4Ja<
zV$&?w@)no81-QL2Fv(Somxnt^pYG%H3cjFyE!ZHPq4?q4CG$2?o1Gd9yqz@(83`s|
zmzL&nnU+_kqPPYwICR8(K%YBAi(hS;-M;^p7Zu=!_Qw*mA6h9~nc-IOa+f{7p8$Ds
zsrvSpo_?GbnUSi)=oe-}NeXsl%_;&x#+LpcS(4ObKyW6>B>sib5PQR?*Vt|c{g#F6
ztdiw<uEM5e{ynqz(kS3x^_|{zVr?2;o>;cHA;BImySloP!NbC{9a}h=F`JA!D79LD
zBu}2W+;s_=cnLqAI(vg+!0s67X?Jh)B5_lgzRwyW!juj$zsI@j`=dl#mjKVlN>ADV
z;*vNR=R`j?F59;AiE8oQXiII#Eex`AZ>_gtV`;C~7)&^Ak2|y^tr3NKF4R;Ux4mfE
zAKTtmy&RP}F7*-s0m-U{Z%pn1ck?jp2VLJy#K$DXdwp>$q=oJ1D59DZbT(a)Ncxo7
z(P?{rSz25^Z*W$L)Oc@C@dkVlaSfI`t<5-ZkD%UGc)6~_6Q3zQ&5%Gh$)&p1WbS@m
zI4ahD{Enavce2q@sU;ZexK_7CRE8@zLpEos%75pH9(LpPLa^L}p;5Oi5=b0yZbGzO
zZS#UZ7l{!ByRnX!2GDJ3D|y;O^$p&)t#jufzh_s%wjk#cGNbFT8j4eOsP<8j!N&2>
z3GYZ~Ixk6ND`yAwBw*GiH!_hwKnqTu5rF{pl<p}3*ga}a7CgP~S7IJhwz|2(4n;uF
zoAkd?<~mh4A@kaf?ntK;3^N^JtIYAmQLDPC76__VfjcR|sYra8cD%l<5x2;9zA*Q=
z^?C6`d(*#agJZo_GSuj>ACb07!D|54s1`{A_x>8IoraAoi2nm^OB(nxi2V@EojPU1
zGqXWV4>crNgS~dnLk_pVGD;TM#JX^_Os^=LoWOC=Aix}r;pEj_n}2BKW7vUOt%N8V
z3p(F<RF=+@e5)wjvR8&-1EK$+@mNx`@--Kr6K^VC)afh%*2?y>&DYp%OOCd$hbK2I
ztk5Lld3s&89DU!2?L*4zYAMK-Z15$u?sT)+bsgjckxrc;p1axy)6`wG$ks)0h7Tmg
zv?)P0(?x^Q`ev~n7@%7b*b2}Zq0(~Z-F!j3U~}*ybI7G$!hAn$MPbFZZo{2)!`!RI
zc+LA7qHInFxGSb-!YZ|P2~N%AV)A6GMgodeG2kfcz#gtfV5Jectmm@o<*3frRGV@#
zzyU~jg@PF6-m14;bSy7>+vv1{wn@&aRq3txh3wRNR$wMcO{jpT15*K;J|gnueSb~+
z%6{tCk`c%@?SHaJG6!e`B^p3<N1vec1S&EPLLh>oA1jyqQd$=d8(OY+E{~vRNpK8D
z=i!4yQ!*SdmbE_!$6Yfo5}YcipcyZl!0hB=m!u!}zRxKw{<VH7cZSKy1z1P%mcgJT
z%oo*N`40bUDqFS{LUDP{HpMg1%Fg(-E4b_jbRlKMGG~Ne3=}NP7mIu`Ak+d;J<%&G
zl1#ky_pB5ap=B%RdAz;I+uqtuSI{1?iM?hc9dC+o;-3m<Km7W<mSZL(E}Qpj>UQ-b
zI>AtJh=af#9J16=bc|(Tf4|BWQ@&Y$0&0x!{5V?)w1amIVs<=}%8J|cG{`%eE7gcr
zUeZfJwXB5>f(!W_a_%kYtP)soOHVQCrHZejOu@8kTpyiW9u5i>hZlj0tWXZh;N@^_
zrEJlHr7(g_0W#uQ$Y{wKWbH2ubFAYnt1qP~IX2v*SIK*Z&QJm%UYGj8vWv^eAay5T
zpphKYP6*$99q6ji?Y>4BRJ^v*Ze*zf=Nm#-R#g7(uXBF}Im{)ODPQ6|KA0ofjJ;T5
z8-O?Oar%xi<O!Mhd)bs&$iZ^+rFC&9Z!B<zTA^Asyq)WezJkgISQYwsV_#r-6m*~@
z{M;~GyT!3>`=!OiXcsRW-D}AQPj9Tbe<qYB8(;}D(r3EQGj{;C9cyxHpO3WRwa%+W
zGgS<c+jeVZ(oj^lW}lz6eaXD2+`js;0q%fP)%D;t75f>sqZkTlcE^V<YX$vtvpIz3
z)M9Tw3P|tkdgcu0<J>`*DVqWf-Rr)z&a;Ri59B3nW<_s-J9s!aSu#l%R&x-R;2p57
z==Ct7XqVuwv9gpYZFIXIL%M6<jWjGZ6o|Izun_C8v%&Rwy;3YzBNumnTOKV<C5DtF
z3sq+Zc;!}sm?IvBT@?kx9UM5#d@ao?@U=jYehpfzgl@kl>LYD2xDG|P84%`4plH8Q
zASGLl2Q`?@JNE(03R9kKX6V%p;xl7t?2eI@<@*KZFFEB|0BHA~;`c#tU8u+~8`VaB
zVCyYp#X3%8=1$ykD`iTw@A7`#PYdP9B`mU?MXov&O}Q=%7rbGe4&T;=Zug3k%wxZt
zZmP=UCM(K*1TJL3gj9IW^*alj{i$Qe|9;itY^yac!&h5ak=HMIBAHc)Rzw-!xZK&3
zQ;L>E*zQ>(Rxou%T50l)=FpICl3hoT8_Wo5tiP|?Y^NLuLjk`Tv?3W@(MkKjP@NBK
zovzp*tgR+#%-pHANQ7BS&w}A9nAA4or>;8nE1GWicI?)>{B%j(y6XqVypm5Mg3gCU
z!x2OBo3;oXsBY+>%n_+Gzl(TA=xDrkhKRmiD1y>n@!Y{et4^VY79Az)SA>N5K&dq&
zs>Kc;lE(7A2^FdmzEfu9+UG^t+4Y|Qbty_~h29(a2NlbH5zeuwaYEAIp9O_<8NBma
za2~Z(;cn;GcCV+F9a*YPlo~%%Dela@%Zr>mc2+CtDxZ{KS#>HfzU73dVlYGS@e!GL
zdPmEB{UJ8PPHjv0qb)N~&eCsJ0v!2kBd320YU)Xd<r1s1TChl=HIRq<HgFl~A&Wk5
zv;3C(rm~<LGyrDkb*jDP_+%b`m(z9edbCu6YP_D?6Z994;7+d?)6bQBNcIkyJ>h<f
z-rlT5U}j~k>}9716~RI~2OJBh69<bO)=BD~v~P4&966k<vq1sMDQEnRugdM~&$v=!
zMK(8x(m-8%8qgTnviTlvL}=69qs}j9sOLrpJk(Bb>6FWWZLf$rO;Gn(_8_Xrg8J)b
zT+&1-<tn$SwE=Eicgv^9W;`lxgIJ(V&R>F@KTv3|8tmKm8T35oUJ)^SN)$N7OAX2v
zz)p0$-zC_m6vG<%)=&i8IST=88SzMoA`mVPj7FKP_puR2oZ;7+NW2i7WGRgsFsM^U
zVN<+-<*9-f^9N%~2=G`m0|&H3QHnrAh2oC17VuhL0+VSf;jh7(RhFjaLE!<|ErQyt
zocAyStaE}G>1)4SYB*ewk9$iiTm*AOx`R4@Rx#%!85c`xYN(e3HIR{rPfudWDJGFD
z8_GT470exjE{|u^F!*OdWwJhC&)`ze5SANgo1oEv?ULuO4W2T6G5<(4eI-XW-m}oH
z_2CNxD=DcrmDf+2DF`vpUlF7QR5&D{bOzslt`?nG$)wYCpEdzii-yu%7Sr{==tGLQ
z^HGxp>fy$a9@s}3eR#^Z!R$F_voGXc2b%~)la*V1VaAR40$dDCuyq<Z%m)n*@zL*b
zN6c%a91B({jD&1GrYq)=MJ7Og+0lI+F}6OxQV{2I-qM}wwr&#3OOdT<C4kU2X%1~5
zS3Qhu9-r5z904|-g(~gPxIvKYOi&7mhprW60$545bgB=Dm^eb6C`97KvlBR6o5vKL
z9-TT#t^~HmWg4|g)ph1n1#xqlwYw_MJg?k~5pK}uXqGbQ3#8(D&BsEMWTk-GxacZP
zvEZlFWO>SeN2N3rU6P#@*74o~d5n1Q1X!zsB}x#5law|T#wWXIdt_?{HnrK-pjUWv
zSp*^QX~IGi0Gxg-$UQc4+TJb?KyGl1$80qrypM7U<fY!^nADw&H#UqEpw<R>w38Z4
z_d-bUfx(at;0qy#xE`DG4Is@uw031q!6=3r=Kn~R*B=m;WOV1qq`1$E1=}e%n4Tp<
zJ7MIIg4Iw-Za3ev%-JZM8^SYrH_jKRhG@Iz(~7ZZ(er#cdL|LC?3LL1%`}i(%!3rn
zQ+$vJgO1Gc&PWSji>Q(5hg4PJ617t(I#8fmvd&#bn?4C4dT_EmjQ)xJ3%OTa=-OE|
zqJehTkVasIa&sJxwH9mXZ5*dQ@;I<plQ#z?AjC{|7IV-{_5`EEc_caR+`WxNoyR2m
zl_7dG(Kvs8E+LpxnwZM56Hr?%Y^2=?SrV>}+yHaR;W6Bg9IfiL9MG6K8gG8z`}&X=
zOs+dP4~MY1viUp!&zDtVVgH&+kO5A0t+T?A`MoM;6fABtumy|0W*js|wKUW*ZMk+;
zkDdq>l?w;Cr#Q9D0qUa1BE1_bB;$90%9oAl%-=4k?QZ_=R#|eWE?qx2OS(N31Ay7X
z9Xhu!;JXIkavhLh8>@R&Ht)kszgxo^c%q7%W0li<R|yfoBP*2&)Lh(Eh=w`oF?I_K
zyqXiyZWkV~dw2}+l8vQ#Os4vg8|^Y$UZ&HhY8Lq01H0qwBYC{Jo-T*Gi0JLx^7$N6
z#+!RLLpkHUVZX6(3dt}^cht_a1hDY({4iR+ZmBwh?Qaor1K#J0J{d0MGgdbel4`QU
zc$&26b~Xy&tb-V<44J$<SL1>>N51;lVR#&#C5HJOP8g|0%;cY(v;}J0uMTax=b2jq
zr>xn8?mzFoMXydtkBh*{Z4K*a90oJdp)(km^nwcp_38Q_(jsP*Dd9YbTcdZXrvVwC
z2KxNA#%I33n?a)^yeWTcg^EV`G7>JG3+^`Y;x`w<bbQ|M^~7dC4V|BBoqQ4v@0Y|X
z*FLZ0sOx0#f@#h7UpS0jBe*wj<oXgGZaNxdtH8!I+S`wtYmfG0ZQg=+vr!g69EX!R
z`Hr<djVSzt%C)}tM$!~BQom5WH@2o4LHkFnndj%u7}R38ol?E!esLxu7tnD^`g@2%
ze`jf>T+2+HZTkTg<!Hu<)i=c^iCxFMZ5A$M*Es|lxcjIqb^E+h?Z3|V0WXRPPH4y|
zU%UM|5V7XZMqc-g!MJN&hFdZ7G(Vwu_7fYz0)6I2cPaWCSVBh>K%$6D@XrGW*wWpi
z#7eeJ`^2YLU6~?d{9>qK7iv{px3;WNRx;7jlJs({5f=R6ie1G%qm^w<rI|tBh{&?0
zJFx->Q=aoGg18{0sc7<XA4S`b=2WZC14Sz(J-sO-6fh#NTojz7JyNucNJ!Njm0V!1
zjT573vVESU)$c8N<ix!(QgAT0zOi!tG?Ef3ob#ZNeM@^d83GGn9=pvC`=y{-k!jO=
z`%OwgmAmuFv{QK64~&Y!{;UIJ9*c4?7c?o0E(6jGi074FRKZE#f6bHm;91@3#$NTz
z{9Yg?thCWha<qEaMx5CR?M({i1e^EN1DmjF4^10Qj+~|{^GvmYa(t=l$Qvk}%6g(z
z&ibkv^vtHNEn0%V!t6kL1oMt|-t`V*nuv?i(~{p<(THD~(qgj>BiV;i6#Vcy1mfM>
zYh8BLrHB?zBg}Ch$@)7eu^ODWrx_<R=lcy`ChO)-z;IyWtzrKigD5QB&7Mg5Eua|s
zy8OwLhnb2A;=KV2NK`Kjwm5{8WS=vxh+b1BOh(mhj8i;NJjGfA@N}Rcn18tIKCL`W
zJpI)k$O~oqbBoE__@;1uE|){mjYrisINn)7L<sA(QFCDWzGV_|?3olAdKccjL^(}Q
zI113BvJ<kB(}%n3*4;Vr`SsC!x^_KDGt;LLZ4SuzuW;Ye-pU^+ljs}`a;?#A0uB!<
zWUni}?zUXuX4!*H7`72fpnX?P8x9~Sn+q(VX`5CM9Zxx6_UU!Lj>>8^8&+m_^OqT)
zUB`F=tJoc#f9#$3!k#jH0k3%b%4RfaE@!?aF~nPN5F?4_h|UVx19nL(hX5)U>hp3N
zPoEguEn8O{v)x~R-#riK6;`i<q4|MsO^xT@RDZ#fQit#0n3EW$*7oQ(U#pg&8%Y|k
z;N%=o63DQ3a)%^!%=#->D+j0)X<TjbB+S3-<J!M8J1*7k?qN6s0k!`5D(;fs=VO^v
zzl;h(W9~X<wCKobq`*OzoZJWA`l`I0m|Y1!%wehnXQ`yuTy`Gl?lf=xDW{l#*L9re
z0O!TAhP=jalrZ%(R=uKH=W>#h#!YJfj=Wa<7+lq`Ox3(y$3zmIu-?mU06ln?Bmdd9
z!Z6=pxj#j$yN?WaGomI{2#@T*Z!#RtnWpDwB-L0QEo8aC1hvOtGQ=0>t5g(t;#s`U
zKa0ZV4@LRS(z&DVXUnWs6~2nS^t*bX@N*I>65IMvQi7}=OdxK8YzCOgA~2t23o+{U
zKiVD6D{XIgJo~R%w&nb%`!av<O#iwsBV_5~tYGRSY;WseZ}$gG#__)(t^S3u`Zoeh
zL|Elt_%8`lOLGesLS{CWPoUIaptVngmFXw?%)!Og(B|(vCkOjKkTF6RC)ZDu)W6|U
zf1$7b8(vD?(&Q5^#mLO@*@u7K8e(E){;wF;kCl%d0HTzbq!<7Q2mpxxd;mUn0bfNu
zEX@D_Sy=!T004jlfC6Cyz&=x-A^<)hoPVdqfG7YUf8_%M0AZE@(0^p)KKUQ|)b>}M
zzd1-Q&_B|jdUApPB@Jei3-Yftkj<ZJALjrL1q*u@duI!K2SR2#1^|bUq%7zk?Vt2l
zn)I(E;sRduY8;>*^!O`O>e-W!-$xGs2@=Q#%mxJL3ji1i2m}e}V*o(#*$XhBzv!=O
zpD#ebAfRC25Rg#NFrNZVhyY+95D;Kc5HPSm%>em+mIFYMz>tX;1;J4i4I#cbqA~>}
z<UtY()%Bt&&0di(8#x6+L8D_}Vque#kyB7ov9PkSb8vDAi-?MeOGrv7tEj4}YiMeH
zuC_Nbx3IKwc5!uc_we)z3JwVk3y+9QOiKRtJtZ|QJ-?u^sJNuGth~OVv8lPG^+#J@
z|G?nT@W|-c-2B4g((=mc+V0-|!OvfZN5?1EH@A29506jJFMsU%9M8Ya`h5M{vj2-+
zNS}5AgMxy9Lj17{2-y9P;YgrhM2z6bf{GA^jwoN40w7U^67uSLp@^B4uF#B}W}(qZ
zSawOT|CsidW&dY}1^&OX?B9m{PrKFu!T{jE2m}}y1PlZO1PmPPlfWUt{}3cJ<X;5+
z55fLL@P7#5-}LdR1n5%-C@3hz=MxbI3I_52F@0=)el68M)&Q^|K%ZYG5F`LU;QcK>
zk^=DGjvqBxPu=|=0E9Qv%BRD@6ro|U8Jfecj?BO<9rPoUguqgo0SXQUDDtmN)>FTM
zef*!SUnQTQ{D^&MI=<gZVlb_akVoXE<Ae(}h#hUhFRNjaAol$F%3B;skqi7E4{Cn(
zMVEINsm^6q&!x3txj^Zt2<?kuR4Uz#SE@i+fQ6zyt_Q|L<u%5@xwceB&o;E{`ZUx@
zN|{yL!8tA>4VgZbbR0dbCh<Wg`&B~k2!ZjU6s?_%Sy8Q`C>kjks-nREfBf&qfZ${1
z{jJ)2u<J|9RagjX4Z7~YZEyan&ekZlv3F6UEj86)bbKpTb!f-%zWG~14*myV1w`co
zFega?a?3^kMAcPiysJyTmlE+C#CnMz{!Nx;$&0PQ)*ozMPhZSL^=t3XA!52~uEPoP
zpGM`c5;aABfZwYxC4&f2ZDBqBQTlMK2qAhLQS!f+>Ki)Sq*pF&S`6C8>O`A{b@McQ
zs@d(7sCVe0eNdm0uJ?aKNnUyPc0=DKRGzZ6-L;%UwFa)+c3>ChlQ=vgi)Gs5f{#vv
zRQZZt^8kGSzzm<b`UAHh76kcnac+Qe5nP`3Uq$_9{1JTI*@J$g{+?dT8SuuW-OXw;
zS^P3zB`pEPSds>svC0?<6vnZa^kDMd;G(|<GT24(q`qeldBP9hMeHF9`nZN(+$a9Z
zN!4YeWE<TUc-+od10P-Vt)9=%eog$L@x8E%=}q9t^_5cl$-W;S{mIgAO)an5BfzXR
z{p1>7Vnq;FFq!Ts$AZF70kf3`xkGy=CTwUD=Qniv!#3XKov!d8J3dtMsAKLhi&}#=
zxFV8knrg?4@~@utudTTVWqb_3H@g_F?1#_oADo{=udJ1x()MD2$6#Iy>`TQ>v3q$G
zMmx-~Vi%e7>ukFjdrqj!o?u>`ExJ+t$VRW2_rd~M^+O1dVafK^B^SFrQWB^zjP3bG
z9^=a=1HUo_sx)IFKs>2_04M{W#y>t6td-o%p2WSOn$ptxThy%bE6)hgM`a9N_e1HC
zc*{4f+G|2SchpYCdI04t%s|ZKG<KhtRrtU@weRKxWP?AMmikCsheb9%EZEZ8(j(8x
zSj>ki$S5<KYP-8V3&2cyEwf&&KYRe#b5L3AgK`?>`{DF=wj+3C#_{9Vg7Yu>9?Wc`
zkaa2*-X;d9;)~o7i;}->{@lj;0Q{ue26Ue(FMI&*GBgT50D(h;1tn**yYF&B#LMSA
zibgJFC<GSBjm&AFCO#`vKR7NbvITMxD)}uhqqcaiNYu9AuP%Gxl=pr|?P=qrHX)f(
z(I5?d0NSiQ6ZYa6zF{6X4v9K;U&+fy<iPx<@PTY!=tA-U;=?)Ol524<$zmjbm9(6r
zAWJk$vZ^z?6?$9cr`It+XmMHU^yOM?B2{f?Bub^<M7G80d6;t4|E7N>ZlCmEd+poq
zNW#aqu(;gTvP#p+0`!1z?)WNiv0ZQ8H{wTbt%WxnZv11xaQ;hE^EaYTl*0Iz2JTQG
zf$*RZauP><(o=#f#kj~E*roXa{YHed%{_Wx52ihj-6ZwcXZzn%rX0#N{AOS2<jvwy
zW(93PGCn85_YXjl(yafP&3yOW_nWSY_bwV*SAv!Oy~)l4BZ+yDbOXpKd~i*Lci~dv
zV*&itef{WexHq7y;?sTo2-ehsE7zuIt*>2iOf)k(U<{anH@}Qdh(RvVfxCJ9clWk&
zSmR)IeB`dw&-(Z9<ah5Fq&?a?mkPhzlV%G1Xhrl**U1&7k!q*oV#Lk)=5H0zlyUh)
zvfR`Dok_Z+*EyH2sDZm{7_VqTf_Vn8N65Tw>o@3Q_~YvR@T_IuyBn$l*}~a_UD+GF
zc{tuyTQ0uOXnklhbv>3b5)iZ_e~z(hAJg6Nknt*<A?d@Or>DKWDUY{a8Dou}#WFK>
zHhZPwNz)UM)w<84KD<W$h6=K;K8PdfqyEb8H>q_P<Ae5V9Iv^?wOp_$qbVekTNFl+
zZ3h?WrrjVA9utwv|A}lmtg!~ezn7N>XIIvXpwTjYu_c_QI-kcgUgyNUZlpW14sE{;
zqnCfZ;DKnK>~oKiPHEYv{;TFb&1%{=?y{QICT|TBx9=h?32xNvByZKd8KkzoHi!sw
zHG%$!K8n}EyGuFy{FqNnuRYjR8!1TR1t+v^zYxBtMLFXo{M5HQ;1>Hy6b6cY@AcgM
zp#EOeLH?@hLlv~AA97YaXBzoS8ctZg)!;^RtFQD%v;%<W)>hBANGdT_HWpV%0jL4t
zZ=ydtDJ*-6C;;a80K_%c_|%N2Jk7r1g&AxET!95S`L7~1oj(8x)KU&VzG*f!@SR+>
z40i|Nvn|uUG4B#!S*ABvxOep1+B?)xKU?TNl%9qt$=BBC)CBQCy~)03_=sLpOV0i#
z@FD8Bs_x`yedQ~l4?DL}LX78@Oxt%F?F1q0IpmfH@47AGSdGoB4(!l=i1Vj^@Oz5y
zZT<iZ@|Hy(;@M^zUmxqu>%;l2Z+(V6+mjE|8jj#$+}pR@^~I4#Imsrt5rTO-KVX*m
zbuORU-QII^-FSXFiMn_YSkb6?s$b9Jr+&72_3U;&m4;(nvSr5k=A8aQ*U`UI+_bxm
z<n!f!u=n0UP5s~6Xb_Q31nDgx2uSZJU?NHtktR)$hzLjrk)nizBE5rvf`B3@9Z`z(
z4k8Frqy&K^pokDiM8lSZaQF9j?wL7r&+nbN=biiCegD|W49sNq{_M|Q>sin9thGt#
zX1tQVx9)|xg1i2H1A$b{+p1+^U;`w%HF$kZw(eon*`1HE`&R!4HT<v9!ha$u*wGY-
z8r+9hM2{ekM*0fDPxKVUlK2V!b7W%i`vatRa@p!Tg^qyjwV=tX8O<|O7sXkrsx;^k
zBq0b8!e_>=E+I+TnErFEzF_Qs7nM6fwfj1c{D~TEA?}48?mhEL!-a^;9Tp+*(ucMB
zVpJ<kzYzrk7&e&~i%?~^i|A97%qH|c5gxSII!W!e^$J`OTKg#vf)eN9)i(`;>CA-r
z6u27t;}JwKfG)5K%xw_chl`Zb9_Gb=TJ#KiqFC1y5FUmFZDuXg)nRk<y^{-*gx1(2
z$X$2p6`C*50+#@as4^B3M&jvQ&te56s+Kv5(AR>FUp~J+|09Z*0XV;A8DGlXt%&Kn
zj+Wm<u+dN7q-l^(<l%kUfo26qrjO%QC!Vr9Te9AFNTw|hf*lQKu|W#N%vi*ml~z0^
zjsFPJBunHZ%j^**Gc^}Dgk5r%l#278iQRM@VhQJ12wRL1uJZJcCk<?0(8EIq{ACFN
zRpf$epKrwt7k(*QaP>(+P8NRAuWQtH4q(oO88Lqo|Fa36STfZ+f_d-=a;gVcfjof{
zz)cF=1Wq}3kt$~M3%}$%m1)Xf@Ck`MsUJB->rt8y;z;Wy1tSe3bSO;Z`6RR~5JJc#
zI+4-)gu!mECobN?$c3E#evwBWcM1(nJVNs9Jy<$Y>M5a2mdg)c_rnsftAkx4Yy36O
z`$E<bP-inQx2i^r?#hZ?-c13{*5eiu-z-<OHhCcq-|R+cr?%Dv!1@9fQFHU~30=<>
zb&fQdu2SCJIW1ygKG>4)-ZsuuVTUWOy!5gfQn4h|@a2XaBcTTyNimwmcxNtB2N1`b
zGsVnaul~@{4P72?*2-Ku(^WV;XC5A&NIXgOF1#!WcfUoBdzOg;wn#m60f)XL2tQ4Z
zK0^nS`=i&E`6I*<ORRpTraLCD`vUNLrRT<<6gkHA1^~phEbx=)4|7N+`UPL@8wD|%
z7RvLcv(20rqhhfh4{YSh{Y<}~&`|etld*o&7b67Ag^8h$p+{hBXjY&k5Q?5YSm}Dv
z=XM_}`^c};(mT>OIO?=oYv%S`U#r0epK{*`UY^Mk-~Ex{6(&;PU?%5s1Y!iM^g2n?
zoY);&yse<GY#k>lk4yj9tDgNq;$(;`6FzVuj$%&oY=tIuULds^C0ey+ne*oK1{mH`
zF*YhLzMk<sTJ?eGXXeNBAsB0?_3I-@9|CoTG-BP=NqY6J{%+w@=l8~AV^CsIYEhDB
z+8w_9a~lpWS(h0;r{HcK<{m);sO-k1FPTJ-paX@f%!$&0xji2SUFd3Ooi+_4_(XKC
z@KB#olueFt1G$Ky_>&U1n@K}xQQ+FI4ZFyqwq~)*R-F=)4<gUmJ#ggW^*6M$e#W%^
zj%VaY^?xb(Iy2Ykr4RnWg>kPo$(s8*!Y5v34?oWj*PeE}&SfSWeZhBL?p1N|(3w#8
zwbg|^f@QP{!s`ff>~3&Gs-<voSM_4o%bSL+3PEqxS;mdxcHGln!c-;FVimUK$&yqZ
z6ssk#bHwy&pRRvPv)8?XMi&Et92<fTk7AL#d`DdLqEy2T3bv|gc}jEU%D7xvN^JkX
ztw#ULDgXcc|Inl9{{=^o@;$Ui7|<E8Rq9Flv&AWIFT@%i%FAJ}b3E-;wBKgstCzJY
zVk{nRStb&3Uu`S@JIRppN{jtOx4&AzZJm@7w@12vU#OoTJe~NOrIBXE^ii%Xn(bdl
zrE-0ppTB2U*Ha}TajHDuN$~V(i7^eeUI;^uCB*9ZZwFR?vN=AFIBp+?R+-v(Up#ki
zErY&Xyqv*jXZR?`td}vzx1+58DtNn3@LC%|{@Y=%-9}J>0-jSUG_xw~ruOu?WRH%g
z66xg<Z>*;In38OQpW$FvCZ_a5ahW{JEv5L$lbhJOY02!erjCRM$Br@FZtM^}c5y=O
z!)rH}pOxTnx&Jux|Ga|#&2RZ;BC({%Tl+=jq*z_uTg{v?h2t5T*7=^E5)fwT+!&Xr
zQZT$H6vltm7RIFBPc5n`a3rKCP{VUfLgMZ0?wRuhL4;(A<3rlYQqFRKR}cB`N2Asx
z4-hiIPhJKJ?3$);<+Vr`gp3^1z!kqJ_c)F_6?0MKzJtmOV6_h|+ZL(9xpjc93+8!{
zDONFS+x}c4KtV)}QJUlTDBr9VYyAHf$zpHc*l-su-eSItv2K}BS`X$K4OPFCE_ElK
zWBu3&Gh+iULyZxy6~q502jAG}8ir}0rZw@~{O{jixMQ2aXrj!h&2r-OQr~$&!QG24
zKmVVLbTsqtAAp9jhJ_;tZhpWr!<CC{GK5Lh6-CRD`5OuBUvdb4iYdmaBJ!sb*dWTw
z?YHhjpzr8#ns*x@g;xPgiKw&H5f$rZBu#)LYe_ISC}+ojUM;o!=ApR4ryjRb78AV6
z;;La@sDi(Z#Y68uX41`3WT~$wyX|-25&cYA?%#sOmSpcP8@yx1+L|8h2)>M!j^$$&
z_2Ikt10r~=yewt#D{Tubh7)LkKo3>-2aL1(EbYSFwNiWyhR48z;B4*dAEdnfdhof%
zC*B;xV*{rHlC$4QY)A$lh_;^8Jhpkqmh~pSPb6$j@7;{xhSslrVk7Ap&HFH)E(!2p
zVR}}%7LiMQjEaGpzm#9t{Z`k!gm@|Zmu;2uG97_?>`vIl9zh79umlWVl(S>M2OE6^
zxs!}oT~0oNEN@gm9ya^~0m6rRu(D=AG1+9KaCBB*Nhi5p5vAr!agGf3bq{=M>X0Cv
zV`YCg_kQh$TFE_UgtZHL8pMftud44WG^CX9CED1_`IkC3I>lvFTYY*DyRG4hp$ei@
z;&3M0uW>3YJ}>+N{52aZe_EVn{q}X$a|dTS!nkjI=}}3Hi5s%0TOEiwf*g-}vL()$
z*l+DK)t0B+d=qx1yJ$3gVw2}LR27$VS<>UeTRFykWudb7$+9tXrsY;2e;U}^sIy4L
zvi$I!q`8wZc%6Y!qn=EfZ&`$=y-2Lj!@TAq?w`k}C5O=Am_7-bM-`As@tUI{!YjwB
zz3HdOT9o37G39XO61Ud(>EIjc#T{-zFD?i&^5J^kzTW;uvRoS>I#ca`A_O|m1`-~0
zURXQf3~Sc!kQC5)m{>$@3N=~&CcDZkxF&QSa+pQZ8N$T(oXWw|MIr`F$Tt>=8pR4$
zt=+#`Hv*ro>k%ioG|~tyD7!UF<_G}``Xafz!wpZ=Z<%cJ(Xqa9x#RfS_|v?Q=xZ7-
z0{uOUd$^uH_Bz*nyw0QAP8H=&3Fp<un$zP-s7VER$7<ppawq25-ZM5@>ETm4PlPX>
zjhP%t2q*GUFAJe8@w;4Gxp!SfK4ZOaziEkOg0^LgnZa!hO>r6pUYuDF=B?IPv=&Vi
z$P1&uxM<-oBFcWAQ6z0XEUsIxepz)E#GsMc$O0HA3WKvuM3SzTVr5-`IKl;;0pXCl
zH?H5_u<c0r$n$;4Leel-{p@Xqwet;AuteC~((PSR>M)E{Len5AB_?XEzBO~Fq#B&Y
zy!`lKr`vT;+$<gK-_e-G#mc-V)eqkEZa!21_<X!VJ)DLs0QZ&#TXgL+U)^*zxbHHY
zTV$bo;hWuKHSD0<+w*^(Ll;$8Bi8!R@EJr)Cws#tU20~)k9w^rly6<{4VV50r-E}5
zYg)F$rQCFJn$FuqYao%3uF_8_I9?m#Q}D*gc>Dba`{K_$>gvpOXtN)yT%B6fGax{_
zhGNB)#s$ISag!-@@ecabbdH($Vt~JUd!DOSn4cSQO<_J@^BCTlj{+kW5GEIT2KdFr
zIu7f~-prOad#_Jz2S^tF!ecE`HB9_ZnAtWPc%SIKD0CtkUP3|)1;&He-@Oo-D6TR^
zyWY|(bS)1P82K&XoCqy3stx|We!%vN<|qE)o0i~c&Hf37cC**nx09J`^s*oah4jEq
zb25VBFpcopjqcVv%+%akJ>j#DKHW0?hltqL5k?8<hW;5;^>EKsLv2b|_UV2z6SDH%
zQ2`V=^I9rM?)X<l4@*3nS2LP`imTae;?qROJ130|wnHw$P?!O0^e0$=uoq3Kfi<cw
z<2Z6@PGt1=(uNoO%V$*Rc|a1JRevB58h9w3-wB_jvr?(TjyKNawf5J^N&D5-uSAZs
zJ<D9_Ot`kX(hv-QaZcKVAaI!4-b&9gw-XyJ8UKr*AOJ>^uQLF{A(Dg}9&Oj7jGA}4
zu|HP=i<xFioHx#WB)SA+yGAJOz@F^(7b+a6ArOlnKg@VpF~Xs({VV5m&d$#DSSgul
zRzsDpUWvC=kXVD--Gv&uMPx7X&sOjeq{7yr0(BqI!CPV(@g_-V?uhyEn<|4RYyB0a
zS#RabI=L09-_tRXSAg8(QZ+c9QeD@kmu-C3$dN`SCH77Na+8Blmdzesl^$;ee@2%%
z|FWLeDcqFO_Zgh|W1eywvuIYUKFgguyL&pe2WEI@Vt8K<$NkjRbX`hGXq|5VDmBp7
zrX~Nxu1|9D)gnGAb<wku_tbvX2O$*dIz6cV;0}X#YH=nGTFB3@A^S49$}SZ)#|dhs
ztM}{6Kd4;PlX9Jqwu78477#pC`rM3pwAzg9)4On6&YcX4K?Qo&f4;`XDh1selCx)W
zJ#Y20GC<69wDyx_CY%Qi&e~Tvtf4ERw8@ESsPi5;7~9ffG21TDo>VuUQ!QkPEwRZx
z>6CCXT5U$_fD?}q0uaL#o1d=i^L|=X(>to8+NGg<v)&R6DH?<0jBYV~=lhtu(BkOH
z)whY;yM%_N*0m$Z0PG|n{*l_h!q+;pdi70M!N+EAo73M|f>zbspXJW=c*1#6{D3n_
z?@~KyvLC~>1O%FQwdv#<1h~|ERaf+wpt$E$zN|m@oR#KAE&z+?rOdYx)DdBUgxABn
zDz>vkzg6)L&uj}9lI4(P0*t3FpaCrw(PKik=t@{^GOIu?t(1%G`|ojZ;We5YJB0dv
zYk`cJAo>%A5q+K(eE3RhHx<p@Ouq0vd9CJ0Eq3$USswH7unGO<P~%bS{l_H=f5z~M
z+lM4CT<61C1iQYh7rwId^0%liB}RG6b!Nw36-gq7>H8Od-en|ArlSR?yEV`=tE}B}
zD8yk|(@g;rQaNR6`K~>7P;vjQ(o}Xn3!&&vW>~G#vJ31n$B9wf17Bo(X-g(ZdFkLR
zhb9+aS^*|_c1w=0J}bJ7DVxN!M<26Yuy0T7iM8`s@=;%36n7#_W|SVMF+IcvW}qd2
z$br_RpwB;b>nh5hAMh3$1x|M$IDppvZmnrsS5m+`j|T6YoT^Z_V6j<_v02vBo;D_E
zUveZR5`dE8)-c3Ts*MTRtA7qHYaw#I*;lL6-Xs3?gTeUgszSF?M<>*VLQ7B3xXb8c
zNRq9;39hIATdp}tXAr@51o0J<HvQ$?7s`51NGIQ|`FTNrS#MV5-%HU92U~<d{s@P@
zhqhbYYIA-~V%q9_^$j~x%`s-9kWmHs*r3RHK0GX==XfXPVWC&dKi4tnkQ23_NwlBd
zvCTA0F%F#WQ7j`VXHxw!eFmU(6TWt~z@7x{i!_h4(7B{O%GcByg43U_R?i<xHs_A*
zH7tL8vo4-Y#X0n=#9~@8+g$?v7<MPX^@6)qhi}t6n`DiPQ!Jx4rXLdnjCJ=e!Wv!m
z0I(iN#v1BEGn*o`y5K9JZ5blbR}??grmP*m$G3o%={^ZK-~w4udWYSeCisTqn?XMg
zT+mP+rB28rsPtS#rt~ihbdEzW9n{kvr$!Xf2S0!^MrfVCS%=oTo4x$z-%=DvL?*wt
zHUeK0|NrU;hH-Zy2&KG$hV^HZ0D&JY{_mfr!e3=6jX7`UiIGpKC#<B5jtVZ9%zl2l
zG_4_jHeAxq*i0Y7gt~A9;rK(fJ%UUPeg%PT29%C)?IO+NRR%2tE|C$5-72(8r39we
zNw=Ku?%iz<!48hfU*pDSKY7a7FwUaTDphBjvU8~@3i`Z{gYoPK{n)d<dvx%Jn1`X!
z{2{(Q5V}kf?ZR!2%ojl8VBtgK^YR7y4-^(|nb2p8ecvBGMfmaof9ib2*}nW{sPH{F
zF5{bAyW`$9^U5yE@T#pO;z5x-L#R9}mv{Tao2+*8`B%oNr&Hv>fb<cWg5XDZH(*au
zYRI7cK-G=tpTxh4C;j?}UAr;2-fX@!_O#wc`xoAffx+Pu+p%rE?9p5%`|d=5fs{yT
z1H9J$&JgB@odc86$0LOdgC{FSJSr<Fzkf|wA$BN%idR2Pd_I*k@UiEv<)XkEXY26d
z5yWS8QDi7=MVx#{tPR5s=T)8c*K<taHDt&Tlu|cNxn5~w=b|6LE}ly9J8VW7tgWU9
zAl_k!P+S#Ugy!_F)i<dw?r)3mGwZ7GNRu;}%N+R2A1e5gvhw61ItUP&U<)l5=W(w(
z>S*x!CbzYvvwrqsy1yL1zvp%tPx%#<W%^ds*qkvf{5;<d0*bk-@@Pelw3?7UpV^6k
zchq2=0$Va|oAz9H2%6)*Cv(Hrq;5$FO$vTOW5BfF)XjpD!z}I(!9+y{!Zt?Cg3FgU
z9aJ`w&{Lw$Y8{^1Vm;v%QIe!Uip1gLrd3WrWF#NKrTHV2>TIE5ld`Qzzr7+IJpMLq
zG`-)T<CO+B8oo69$3nxXvA}jt8UN;8bU=>xx?`Ea&xv&i{8gtrT{x9;ml`yK!23s-
z6a9it(^uZCSiV}-J5Ol<Avo@hwmr6>FEgRg|L24Jd9>~fAy3_SJ<`0{Ez3ZNx$#q!
zHAn&-KRirVRO0!#gtvdpqiydHc;P$KHIrS}%d&yHR?M~ZX%ob|jlp|}AIRCB-^E)S
zyNd`Mw6A6|ZWRibT#mT*(UM20NuVF7d9do8a%og1B)zv%D&xy<C{gwZB10v^=tGC*
zM-a1>wj;=*2;HIqzke8a>Iibl=Zp4>*CEWjKYbVa58r{@uyey=DkX}{JY*p=p>)|X
z{>8hQ7o~8sj`pae>3GQ$W1aI>2L2uQG_rrW#!wNMJ`<W5ehiT$(9=}cl1DHHY&JFT
zPbqzyxxHtl+y5)RZ>hLEHGDJ6xr#bNc?1&U2&^7nxs8-L9H_{z+b@|x;CRq7fAW2f
zP_8~t#)<2su{?cY+FT+CyBnwsKlob^Lce`6X{F4+)%f0S9XJa%`@_e%MKO0xzQrmt
z?=mU}y;{FxZ@lrdCB1qzLIppUS4l(8`<<S>PZhD7)6%~4uF<!@GUvmqOV!z(BkRm!
z7q^B`k|bHm*SF*zq8RygZ#RORnW(vY0=N`uin<U?sfi42H{<B`O-(+daK69(iYWA&
z?{*TjABio%eX95})Crd($)<yS3n$0gZ0^R@R=;JE|49B2t-j6|Dgh?ZKU78fN7%cb
zbTA9-VoiF*6-XEIU*eA-%qxx~<%=JtlZZU_PtIA?L-kB-9$GQ)=p>+!c!cogZcT*F
zjkoi)?pgiw`~qq>4W+FFUqn28tjfVEG{N$x-gf8+BHYbMgSTnBULdc;;XCq#)O>Cf
z*Ofmxf`obV(jOl|;!Bykg;6}D^%ZWw?zsW}lXzr7XQc1FZ^8saLvJn+Gc;CiWhjt)
zD6EH1;f%BZGGYY5hjJuEy-xmfL1FkHzPYKuUqL$PT}R%pyg~nb>2HrqQC7@EXe?cp
zrUhiXhg8w@$)34{RCD#?d*0!nT}QZYneu3I;msg_MlK^6XuhQ3JaQ4G1h4>gzat2d
zuk1%VB3`y7W9w4OoTOJ*c0gL%8x!6o>BwfcfS)+p^IO_iN?YK9G$sH+x;^GFgXRZr
z%nXDT?$s7F-Z*jnX*SzgdB>P|X}6&B7q))MQl<`z;3sITKpR!l2gX8^^u`yZJCE3_
z-MrA4_0&e8$o}Grd+Q}LLNwz3)<=C?@&+z2rlHiF+%Ra#1)wSFcF$+Ee9fKgV)~fQ
z<T=9nyIgxXk02gUF!13fN1)gdN=p%8{?T@)6;?K7%CCE&wx1z1wCcgq#arqtHuoNg
zM2u)MP#y4-yb->`x>s-PKMM7=2)tT)TCYZEtu5x`GqJaZ<FA?PISmM<LJ^mHu}<^)
z{`HOk#=;&O5GwMdPJ+YW+@6ew3+_}JrD4=^ajak1Yx@(ZVoQ_fdl88;&QJ)@I-s@{
zwCQP|ui*QB-0_aG)0>_i>)hgch7Webh(~DgAFx&!ahaTeOz*b{?87jXaKg+!yE>h2
zq8c_R`fHTE%^!3ANId-YfmJT0obiuy-w{L<&Q813c~h^~75-V@EDV>;RaAXr`QycP
zTGoe8BhxMV4@fh;m{Y&EqNGL+l)Brzd{s($9UysTVR>IwP4pZyhkIajIT{aOO>&^K
z8Bx!BA3@kqYTo$NoA#WSe4o_LmYJP4(yif>j=s2-=0N<UIrwECaSqM`X!Nf@4m;4N
z0c2mh-;HZ|{`ex#jFpp@&Sov@W#>F>l%D@_h=Sr^e@&5tlT^O#BS>C)6#0hz@<S<k
zc9WkVk6oJ{`#&YCyFnNhn~WJf^|@!;6SM`m{MoNV@qw$%a|FqeeSul{^cwS{ZR-Yt
zN4<fhv3o<V?5!5t#FyqMS%aC^b6QIanp^C4t6D?jsT^tz`^8`5t#>T$&ac4+d)Re|
zU>IdOK2K+$U7iiV;O%Iz>E~TVSDN#17RGeE(!$^IG!ebm3h(b#abL&Y@sfbOc7+|j
zphF@WoHGYp1%Lv4G14J#(9FxL)@d?m=i0Ga>yJ*!vVxGkksE)+kdD)uoZ4$n^9|2u
z?o*BaIfoh!wff+K><@NAI~J%<_|=6(iWMoNt1RN>0D|-WCmnkdaoiza$Lc|qqHTY;
zR6Y;to23*Q|4h8UTlTQxe(Pa1BCvrO{n1savluM`m>30e`yAZo>6Ef+_j_#S#PTuP
z%?kai#=I%PFB&>)$wadUkYtIkDg!-&cj<E4ZF>m?mCh?qNWpu5xu_4;3bABFTBjtg
z2uef>ZRP7S<(uyPVSiG0`@?$rueS|b$P7fQ7fALTK`2*9m;?|}OfKeLMIHlQ_UU##
z4p(zBlgF+ux@ZsZk_9AU@pk0&9}}=(tV1N7%~ew+*@CLfd1c||-4%JVU1>36&hh-#
zRgbS}##}<8acRPkLqk$HD0G2J=E*-YQ=JTJM8?6^AA&_u8rPdUpD+ozzZDXD!)%+f
z6<R6?m<+UM6ukuETpDLo{yf#M5s9pM@}h9(YV~%ESe)rnu`%zde8%?;BS=6ld^?Zi
zj7#kG0QN}=15**FhQ%4bXf74`E-S4ky)_TYa+__mv0E0^);acmV!HRhlE!N}P&hJJ
zx(Mw<HhCq?jFK$}7Vl^BIe$pqD|b-fekQlghdo<Va{M~OL7(Q7^WfgZmZ)_VNOH?p
z3Q6boLPE7t!7u{259{8YLrK*-Z52KUOLKAjY7)X4N*()dINl~Ud{1EyT*j`$%BCXA
z1>p_CNc@?l2V{g<^Gwr|&)*G#>x^2iyM%l<fIf>@*LAOpm>glxJcaH@kggU(`?^m(
z+jLdzNSL`&_){_Y7WitC0*76Zs^hxQ^HQj9LFKn%F2Y_3H;h=u-VjJe;JN1LV7XyA
zALpkVHC*G(w-6NE)c=clnV2?T?XXvX$DG9U$!dZcV>ZAzcyO(*)_2}MCa}{$CJz-V
z&>edCZQQ2xPefM!bw*DJhsZNJh=2Oz&}SlwMvfqF@zeTt5431>j=6x}zD_%g$#)t}
zU%ZbCMw?n|oZcv_Zt#In<A!>`Fcoo(SgRkpwhINqHsQZ@GpfA3C5|A`7N=V`o$2gA
zI%%I^@u<CFpy$*k`s~}7STlHDB-6I(`W*#*E}UqXtQJrKLMr@W0USc}A#Dt<ilFRB
z9;Kiy2P*8NZDkQL-Cof?!tp}?IYDFZ!^j!4je0d?V<{V*6?GPndhH`@(x1tB1MnQP
zdoK{KicMgZ?&DWo@bp7fpAcZ|RyUJ41+1=F_N^uqSTE3w$aC@d$g0P>m#cm3=kDp|
zMt{sTtu>B}Nm(UfGHI-2w!S||NJOp$S?RGK-|HC_$*yF_UknjWvoODToNW9pK!^lg
zn;b0Gp|eSmC|h=O`VI{)E8cMBS-)?yO&zHMh>q)aDy@th`b}XMQLU`sqA_=SykLy<
z32{ME`f3u!)A^>d3Rgr)aHuBM@Vl?~>-6JMI&admI0SodzCLfY_#B#x@oV7xaRd?X
zG$$QcCW5lOYclCir$CjZ@=L$=LA6mS4WmT643BZr-+=0z^q%w79@W5^6q+3Pl)a{p
zgCZrGpT<7}m!cs^p|4U2H=T#(vX_yUJk+lgs4jn!yEQSk_n~@(v9e+LA><p)c`cI(
zU^J(HC9m|n212fJwi0#oX6>_f`u;QTO#_z0D;(sVe62~)R4IOX#@rty-DVwv0(#Hw
zNqV~A;?njTz)h0?`Ym;+A#^N4m}X6$kRdZa>V_g467MT<nMphIWtr=%U;9w2Zr0*;
zD<Uk*OFo5xEP~%i#JFWHx#L=s;LK7##G%00L%R6f?{nX>YtvTzPL8O*RKtefl&U{>
zDLqZ$Z5DKHQjlf?c#wA8fEWT1HUPi9gCv?$BbCN-)b;nTrp0~I>qDHP3)8N&7H;9^
zQ#DI@2mD(<Madtqf5{9B?(E%dJ$G*MMZ;(*7K(3(K`Vm0-T^Hhp+JDApXhq=6%eY(
zpI!@2UJ;lrPkUp-itQD>|ED$(tAU%3M%;mcfa5+;L}IrP=T04lO9-E6_VC=LIH&q1
z*WnTEVIIdvG}fU7_g;cF4+&W7KMJ46){XC}_%7u&7c&2gz>3Wl-|onoDjSy5E^8{%
zkL1&`)GZ#gf)wdpSoDg{+^K;T4j>!f6?r|2Xl~BwI`K37+ywu*3eNy$H#^K-1@Io{
z!&tRusFz)w`f%rMG-sLibcbZ59nvAG`x!%Du9SH^NrU*3G$^mg`?OPmL#rp6AD|h5
zfVKV=t!XUlZzcN?vyL|@-h`*-k_C{Hqa7zMvbC^Cq(JCd`UV69G{Vxnz=eFR%J-%B
z8$O<!t`qqr$uPDT<yqBfjgULPuF22*#9n`B>-*OAQoB!ofW=g{;W0?Z_^YeL#n$i3
z&)lC8dZc>%N(FrAaPV9$y<N4)9K&mN^O{IjSJx{G<E^JG?oPK2!}oG9!c^Nq*e`c%
z!C`Jy&+pH78GkqjiU7*{1DtEV7ciEk1C^PQvoG6|Yhw+E#L|1+#ra}5!f%~4Sa;ai
z06iN^_r{QiO=uaE3|RoA{(MRE12>F{hclxnH4*vWf8MQKv8J><DX+NU<ly7Z5M+G4
zFqh6cf`@Se`*c=3uHgjG-KTXyz%kRgrK7n(QYQY7Z|{dC({u3QZa82<l|xS)?9+Hd
z)&l#*ki8TKS1!^@{Hw2<SYOR<i>4Xp&7GY`=ltGXS^t)~0z%9fJVpdi8R4IC1r(4o
zG=snZ!udNhJ7pcFU(<-5$xj$Ff*uUrifCPf^{YU@w&oIDa(5zr*?3FbuH|Kw^9>7`
zog()_BlnU8(fJf0wI9KL1aXHgQVAw$XpRWinSsp;@9_4X#j-u&v%CJpCkEdGJ<lmt
zzdjy}JVgiP*G7lF%rpdpB3cLixe!59go)71b%fLZ&|m9MN(XmNikfko+)TWELRodu
z|9QL}gpqP$dS{wGC$c4!^Bs%lH?2sId-;;1Mu8)iW&LE3ks}Cp7i6}a05z%!%KtF6
z==%FF`bxNwL`M?P9wOb6UvOLJF5{{64rNJc$O+O8MET3X{6!{II@K6GfjrUafJ2G_
ztJg_idT7$6i{S+|l`rnU7vP`Uo`Ty&pObqYt9r4I@6V@@Zk5kCGUCyn22Pi;^~*I*
zE?E82uTF%!V`zqVcC4B^R|$ph^z|qg$>Mc{p2gPQ_PMs8{qS^eX->t&khe>g(kxDy
z(%S|(4=(&|DBs#^pa=qW_ez9X0j>ki?=J=71GGf$kk35w^yk6bgg?QQXTA5_Q;lQ3
zha*38_)%eJ=dCXHk!)bZYw!8u|5kRHk7oa^(8`cwBHGwwQ+YqgE-%4=IhN%@Itm7+
zuFdSpUXhM_mIeL|$PwWqNNCvL0xVgU+|ap&SCXap0h^>!+j)OF1L|_)jJ`%aa;!34
z=lUA~m}jBi3GR<NJgU{qjM3_>V`8_y6nfg7`fee$gOwKved<qe&WEbnarNHfACZP$
zo&Azs>99B8Pt~OPfyE<eRBP-k;rwFKO9mN(Q!rwP2ZG`>V?X<eqSEa5%T$dZ_TmUK
zAKV&>xjbvdoQ9slK>w_!^f1t(NUQz(3f?slxkg=$&Eft@o`o`YCVrw)rP&i)yd?_1
zs1)zR>gLr&FT8jnNtR%;y}4Gy88Q&u$z$>2?$!fej9Qp`@OObE4O14y4|k6LJ~xc;
zk$VmuhXQ9Xah;)f#G{^*%BWC$lx=^AFI}~Jw$4A)*UWE692*%KRWFryJ@11;cAo_9
zOX-4Fud6O8lPE-W@GVgweXl6nTscj4anSYnM0_^)8QH5G%CEj;cDj1}$$h=7>;&5q
zBXkjH2t=#iZ8sq@fvf);7+BjXWu@uN(&cHwKui_90ZI{mfXyffk#YL+JYDR~^S^iA
zuzalS`_d|TSXvehKMe>`J$#U2s3?ED7y>t+uCG!tdVG4a76f!n?-ESs?~S|<v{yfQ
z@o&te&o7l&R|fJ*9#}%C0efr9wgZKEr3s<wP>Y0->xC0{x0TCHHA$nKV-hLGHfb#O
z(tLiuwGKj!Am}@^Fp@w<GX^*-&<hpagp1BLpmbh(>ply|KI0EDbHDrRas;>6dpot^
zai@zMy*b9ZDSNBfnttRdI1e35KXq8YjTS}H>`752aff+I^-l$`4NW!W-i?}8Ot(**
z`Pz`?QO=Y_l>I|UfzZwZf5@dnh-T2fiir-Q>49#*WtpWuv})sQvqBg0a)eS@9Fd>8
zG@kt3&aq$3^WJl|gE%@{GEPMdbrEnUEm@KT617x#ZaM->*E-&(UVT^i%hZ2*<=YK!
ze!hE+Rkzrm$w}YYL%y1|VsLdJ&(lpa2UV#5p^SCeygz~@p@rX*OQZEIa8$GWm8kHm
zU2if>j+b4Sh4Q>(m|*aGW}C4-dUuljFr{aGz7xE0uC1^GJFW0iar&8vc~H1s?DW7P
z7*=V<v;I4`Os1RWS?~ET_e9F4*H2iRuq2I-U&MJNPGVT-tmrQow%-k0fcE4_J4XrM
zl*dI%e;+oyMMFr&D7!%Ki3Y^-Y6|sjeMLR?&UBBw1uO@7vL~>IhjtB!B0v*Xxq7@x
zlLTB<$eigDPg)N0v)31T=YyNhe1ELhGWgYuD~U_h$=LK@j{*bE5|E2~l-s1h0jN-W
z@xzaLMMVp1!O}q%k-=w1;~hOLA4{_gnc4KE<gjS{N#}d|0+?UxSWUq+?h-$NvQZ{G
zY5pd8f1oG%z@to)4r|c~S#()4Ii{NJAbAaVMz|D{f6*@4_{JeP!wG%f2ZVh3desp{
zHb7(p3LZPL?Tj5Du!s1DgbU<1Y?R*#>PU8F=h7$%g2$FcBh)dt((YsA`8c>N=<`cV
z(?4Hz7wj=juMhaW8MytuIfJrXue@LpFkPMOF8Mg|YCX$FHhBN6FTx5}Nj9bNm{a<0
zxXDBeFZ$FE+lZGgfHT3_-@j?hLnZh^yW7HGYQa6}3{`8sCsoqW0=_NSy8>cpJ^Hh&
zQqh1d4Mz5gsZ;#@S2;jS>E2WwkqK+Y!*2Sua%Eg>;Zzg;{Iv+GF}N*<4zoHL*BUs{
zi^yhZioOZ{llhgYPJ_yY?xLu0FHQc|${ZJdU+;1wvx^++R?qG{oGnoTADVg$uG*Ci
zNDRb(x`JfGMx1swYrg;PX%n!+j=U|<#{Nw)@gXg~6*Z9YuV?@Rxio=pHu`iaLyu3C
zFQw-22};j*ji@lfZ+!#E9LT+Srkvntcin>VgIy4+{FXsD$23&2<{11Yc{LLRUYHaZ
zsIx3al3VeeFfRSnt=H4Pe|KkEb>uKK*Pkg~^OF-f@!1;6aV?@@YBB@H+T*VjNH{Z}
z3THrh&UC6hzu9*jvrw3y%{Lx2%7b5bDwer@=e&FT)gaa2!f$kD^e|lebGMcW)eJpd
z%8euh4syb$wwrpCrxa^77s~DJ)eN67wRA?iaT`-^*RHEV4o@`1&_EI7EI(Q2Fgg1O
z@?-19K@FihkL=(;B6hX*a|VnU%-L^>JAvD5(87;<K*EYku<a7`xl|YG2trE42@LIW
z(ZXiY+BADI{Av9P^2etNzQ)$bdur0k=}na`3_{G^rgh$nGD~VzVbi8m-Tx73^FA}_
zpN>2P*}ShXGn!_*A*OPjo3(pVG6nhdW3KYNXy(%sQSa+lQoNIEexUS@AYA*0B}b5s
zS`2RJ2-4pbj_=tf;{#(3m{XL{+!n#U)xMOUJU5L!+cWf%c&r14OsUn=JiVcOzm@m`
zYD?0ys*HTHN!<lh(Vwom-HC&UrrnG{8s=e|^i6eUU!~LhJN$B#{3FN%LnkqVhDMYU
z4&=H3m|5l}QdqWc*(Nz^K}pio7G5qV<i4C?w&VM<?D4CWwRFuE&>r{v-QF4jw2Bi-
z<5szwS6L&ra60J$O(G(>{Ka)Y@>469R{MF;`$8$_M*Z;mbN=rYdB2&&MH~a&*~Ad4
ze*}z@+XjTx(6j*zY0{#jCDtDed+Ve7Y@T~Or3SjPAdDh+t5&a}H`oxjz#N%{2!zGC
z$^v^-MPLTM8hcB?RiaoaVEdM0&4#&0i0F5Tal6Z=Ngv9ybhvYvP?IDCWgSQqkHcXe
zt(-nA>3jf9*(S_1)m;kQ9+jHGb8p9*x8%+04)Y4Bj>hbVmv$kme_Jtsx1{l%0y8TR
zLmI)il;Tvld|aj58_6xj;lcb*y|mV|mMXeFHcczae{;9#6*y;QI{LlGqOvSn-;$CG
zcIQL^;B#@CUU38|-*q{HY=iW;%sh!o?*m;^FSH(p4_UI@1dbs1*C{BdyY7vzz6bta
z((Zj=HC-Xdq-lWh{`|Ry0y;NJ^spK(gawfOfoolCYyCHPvrLq#9T8aRcV>*{!XL-7
zwmYJ4N60kW2RDy<gz7C&Cb8^<(sVi$;6Vrir|^`QWO<^BTf*Aa=_LVcY<pV{Uck30
zUOSrmdcLAA#~a!oppJSUs9CcFtu&`lQov0rJmO$$2(36%-xMNVRh}Bjj%+pjte-P3
z1{mE7+7f<-8h=@Mh$?%l4fj0EKyz(@O<SI&$7piotE1YDW!Ulk66e3kqWc9r%lcQA
z1r4Vk9}fy!4@Q>WSZN@eQxp!Hy5&)J?SOj&u!r9ma`X>y?;`!F>d41_XR@)sj?6R7
zt`N-54U+$8dAi4|@;Q|GuoSN83lr0qj3N-7dv!MkzQq0|`qyazoXyMQ?7RWWhIcqC
zC$^(Ky1$1^Fn>UhEOr?pwtA;&A#iOF5aG!+0G6^dM!huQYuW7F=>P8WhWy{`l8H9k
zt$(Fs<o`}MKd?1|pl(vnqvvmI5Sa*zomvQxbmor`o}RSK`Mzc|uOz(k`DS^xL{s|5
z^zFXo7`<z!9&cpwA12Tk*Lqn0albWZbP;;Ed~PT|B_K{Mxp;>=w1hYtVA#I?^t;oN
zV`TRflFfQYQT1cUhsn(^ybOPHP)utLz{4EcWss5zu>n6E=qEGZVtfxX0zneF36vUb
zDaG9mPwB(Nl`o?-V?c{)LI2bPCJu}@VzH>7vdZ15K^7JS_nidkcR}#tvQg;C$zt{o
z*H1d~+jP4#N~gFF&%<i%NIk=tN0^rHb!1svGP1Wc{YGFSN~f~oeWu}TQ$#(_R9Uk7
zz1+@_jt3dSm!sp9TA4+Xm^Zp#td(LJ30^eba0+@Bu7kSJ3Ooqq6^`3%_j9Pi+?z{f
z8Z*=UWxQlEUf1MzIsQCz9I~5_B+v_6m>DX80wV~bB=s`NAQueqnT=iXY5iXmx0{y2
znH&vxg5THZrdOvN&-}%I`^z88p<*e*_r|itK2oIXo6lOB@0Wv>UjziWM`)`qR5J_&
zU_*XzYCc;0wHl52CW$$P*mihFx7XSqLIsj+ak4`g7Med9I-Hq;J~I=#eA#un;F_B|
zV_%#|zjaF%FC+`MmgBpf(q4DdaU#WAZyyYD@3j8MMqogJ&UOYgG+AB(>x`mnpco%A
zztX%{K-42SI0CykF};3anHMLDE|k>yR%#ZojmJwk@m8|1j;^RJrA+5G<$8veeZ65a
z)nsktd6)0+d8z?Q9oVN{pnutiwS@Pou$hxjnUal*#ES@}Q0z0;y!hMc(k*uOVIN}o
znYb6!yYY>qu-f}p%o{qf7~FH=`3#!#3qZ%>u(Vs!>E=(Jxw(ROE1RC|7VxuouIE4S
z_?xltxIi*5B<+raEY*po3=EMbDLJHY&@QSmU>kw|U3{S_kS78?PlxaLIleLT|6*6X
z#B=YYhJuL@cC-gp*<{5`2p`7qq3(gaMH-l=bVxe=7`9F$(0Op+6NCgnT12ez9Y%g3
z@2*nz@S>PG51+ZlIg7rNYVaknJb-}eJ&YT8N%4!rgIrjsn9slfT<u-{_9i9d=9%<z
z8)pV-B9Cf{mK{O^cS}5?VfKm~BOb(<mXGwE)_N8;hF1hh#>r6xG0z=;xdD&Y&gS7E
z5}DSm;b%GICzkBYwV5G25q!TbqiI534fIK{<sowI<^}qv$_UrVtFwMPCx`K8-kN%)
z7~W!g!}K^-9oiMC#LGaV(kEbVH;9~7C=?0P3r)KLA`6<lWwh{cU7h#C^r7-bC!bG>
zqh|_@G&1D_SF*Lg$leyReiPB~Wp&Af5&?>XhovY3QjbNO`33JZ2dvB6XND^N*M7`h
zVvv+(dg%$t<LqD-MA%JTgyp(&9(Kadqcljw%oxmF*y6_UysOIeOXu?{O?r$`9#v)#
z_Kos5)`DT@F>e9=xVV@D4N~|Bc4P>eD2&MX1E%et;;h|Y495@P)d_k_)}oWb53231
zJmt2($bwS^+le0kE4T3+LH;QlnL%JZ=c@ltknBi3f{6GCgiZO_hd6aocA4Hgy>!ZB
zA09I0YC9e`$#>vy1co5rdi09z*Ciiu7GRmG0+7=hq&dC#(+Y>uvBxeI&peRBCrUE~
z=^k75)uXdElTr!L*iKu}RjRcgr-BxWU<MV}&I9Iz&|~)Bm)+IheRR7e%(ry9(uP6m
z+c$T6L=CuGdtoG-$ym5Hutilx-bHfNBCnHA#8lnz)uvcOJlpsQrsbwFQp!?KiydnG
zvCkVJqtpv%Y>66JI4BA9>aO;JP!@pya`e<~si<-?<9h0@soE4{Sf4WTDU>DV3zzeY
z5kwTY)R`-iQ{C$50ZcP&P$jLKi*%xjtblhIS_Id|Ht}*QQ8=Th%J@!R@e4cYSARVv
zvMTK_3JpkbbPIi^YoNcvnsq=1Egh{*;;I7ow^zSR&fb;Qxizp?vdTyOah9p1$8i||
zFCA^A7~!C}5xC6+E??>z1_JEt(%Gs=RDxJTqSo0?1rJ<Ro!6J?3C|hAdjwW6ekb;U
zx#UXe*;{CjwQL*E^7K#C7e<*J7VdV6f$;xk%jZsif6#yI=A||5v{Xwe{}eQ(!19v8
zu>hsauo3sKlm-$p%o|V|?*Oh~5R-;v=~MwJ3nMUN)Nk~;O16NKglH!41Un*{-7dej
z5!@ldd`5_z-(OmYxf{3yy$-BWb%6$4U_y`AY7!Qa+`Pp5Heulh$6VNuv@zp-KWXf-
zlaS~zLXSTP$R>(IC=bYiLz93^eKLv1*<o7Wo_=!5M$dOh)r|k;t8xL><1a|=O44xK
ze3&x9^2*<^f4rJqW#~@@$ak58V1YPNN_yrD_+U7dh7$75e9G%{Hh!D2ZVEYLiv9F0
znfDp-wi>b(yre-S>001%uoHcCI|K(~0d`H=KWlZU5RFSdQe<KYlJJU9&B(PNA#>xO
zy(hU?8Xk8mj*@LDR)?K5YwFcS)VaBCi3oOrcAUR^*a1_=O;CHfG2+j?lKPCBVuyea
zdgOk){h`0-Hi$YhyJ56TflDfQL?%svP@32+1%#IQ@`wERf&J647*PMbr!``|gk`~f
z-wC(l_ACV3EeME^M<@x0$@(lk?=VA_v2YpkSVVv~o<wiN*En>(n^oG#ewCq}Z51!^
z&b>Cq)IN=G^bmxM2<;<?8zvUXuZZ#`%Tg+V{a5LXU>psQ(msG+h8Mpw8n+%BzMRFa
z-8x<)sLa@CcPI_EfGA9Kt6H3C?MI5ZTpE&2y*yj&7-Zn=&4P%3sDw%;2jWeLXUH-~
zkU??L>2Ar*cIKErgW4;XyjMbhV#fr{UaE_=t?u0u6cxQ=*XLVx%3p~av8{1j6+H%L
z{*@*Bq+nt}a7<+Lmt|E$ok9ZOjT3|61EZS|i3jZZ`MP3ndoyKMv(nyuSXfhDZ)A+N
z6m<x>67b9K?C_K+*msfhpWRr{qc8uK3;Z`tME_=b$-kRu@_+vJU)PTDXzt&yZ^I;%
z0gM`zJ>DnC%&ByNEv#&uzU*tCkj=TXA)Wy{uTL_`n6U>~XKn2VPh1ofLPTxpu4Lku
zwbvZy8{B5L{iVD;3d32FlGMk|wwX}YAXB*Ww!P)B<kN4mX0Xr0Plw}72|7c+Ox{NZ
z7{lUyIZrR9Tihv&8Vh)Lrqldh-#4}w3mnH5)?;>jd_Y4(Qb2(JHt}0$XP!jtac}7y
zW45Fe_3`lt2$$Ifg}p!|2pOKyR0;-f<j0XBdtFt4hQOCs+&gDG^<G82>I=(!GNMeJ
zVA!#?PLv-q1$Q-#&yrx=NZO?!=AVBKD4f_GDrhO>|BWBlabAC)hM70LeLs-mI6q&?
z0J^z-K`$tRgQiOADi3QpP<pI3{-L@qIP}efeI9@6w7HB^W;Zj04MOgtI(Uog9p=(P
zsKzMyH|@=(12^m&_3aD4z3e5gZsrpuQ|^8l{^P*lI3fd;7gRmB1@^+gQcBJOOH>^|
zitsuel}YS5xn!vY`gheX2`PIdUy@Y3$QD<nr9*s}Qu?-F_(HTY>P-EqjP*tHPw4CP
zk4UhE8uy|V`L;EV=0>t4l*GRV&@27lEo27@gk5+#N5ux0UgrNa4-1ygIkA+u^kGcy
z69i43LY}4%Vw&paiPj{UNrKEfH}Qgog%ua?8(p1}kIqK=agP~`=ChGUMTpXQiVm_u
z@Idk@ya0{&)S$S=d~*YY7B&SEFIrz4$~V0XTG|%<-~YA#YN^O6L+n%&X<N5q{=vsb
z(%A+b-ZTpUBpujK;gKT>3g(z344anWOsGOC-=cp+&QqK7c_Hab&vVaQs<L?`zaB$C
z@OEpW7kWUqonM0xdJOq)BSjN>+%W=S*7T*2elS4P;Th7`PB4-&d~Y0l<}>#AUF{6B
z3l|YiTWglsNdjgFddwHb(Wyr2u!}S8BDXYYR>{0?HGhmeUzVXQkHaaL<z|>xfOgM$
z$|%VzeMbciN4d^`as7t55Wk*tl+3E-`wU=I$Yhm+`@3q%t@D2C4T2Nrp-Zy#E1BE7
zpeB^pK!1E=?y=pvhZD6Ob{XugT^*_8I)YdgtTCtl-sQoX^RPQ^*BZSvk_deIBwFX#
zxnpfASO-cgU`JKnJg_E@EQQ_-9ORnXEY!|pX`5C4cv2{j{dD!QUXLetp2^*2X{c2A
zr9fG1CO3d!1iOS!Bvyfq$X%;xC}zCBj6cjVVd!|PaQKsen0B@xUcUB^ZIU5E#&^EH
zdeKp6<hTz_fVI+}u9YTr!vHVB>Lb^4B=HJDRhsafgYL(-o1eyNwt0ElGmhB|R;xmI
zOc}K(J(-;$_{jt`+dqbeZhYN+ODJ|M@`1eZ^xMm9JGZ$RJkM>P@Er%4v>7C0&)wy-
z&6bZ!&bG{*i8)@tZ=$;D%sA}PlBJlU9=6+e3B4u!*PYI$hws6jvIR5<L@!VT{=E$A
z4TFnz(N|`aYX|4UpPx`!ziOTKAd?O5HmR8q^@%h>&`CfmM=%=#xwyqM1%_m%_iarN
zUaFZ+@my3)%+tTGwLDJ<-!3MtfsIDh^a(g*7A;6~Caommozt~MuD$J;=6`^T3vrXq
z>R-wTnXrgDr22pf@%8o=RXw7VFcQ1=uAO`$lfpuv`dKP<Z`Hi_FTb5c&bjpA3T<IR
zo#lfB%xMalOXmW@!D2!mh{IdRj>N6)CpH<*Z4>{n`wD7`I1wCoUOHJz=Qvy7qI*RH
zM$XCBMZF}e^p`db*O1}{9t!mDiflfV9n`aI#Q6T4Z!y16v0C6a8v3p8TULqRx0^w6
zKC$P(kt$A9S@diV_dlYuDD4`lHJvW{6_B6l6BzaP3RZbaCGE-!R_yT^JT>%LAIZZG
zocn8jID~vs+L$?9iq#lgZL%ENjp-5Zv~VYQ!(j$@PL~XSR4^@c8dV&)Eydjwldz+(
zjlud7n3K@pT%#2Pkcrpe*%B9<Rt{9+*!*rRlYFltS1M@I?=y3|H4?<`&^urREv8)o
z&Q#Dpm+%06FIG66E&Xlg2XgM_Cx0LA$jshI^<Qyk>ZjrEM7!KG!Ir)S?TUdfX?}<K
zmPGC~IjPS_kT?FjORlDjnyO~6B=f@`@l05kEuF49lR#`cHwvMur_fM<8^}S(=@9eE
zCdsMz%(VM~ad3vNw!#bG+qiVau2Fu9gsU~>G?6~2bzRA4GPo5~bWv#=@kU?-nStc(
zyi6{_uZ~>soE#K>-A@eFyt`YcB-M0E^WO4h4Zd{iEBVp9e|e)HJckAW17-AC?e@|n
zloN?MQfQxxFH&$133Lm7RlD~*_N$P=<EqgId<$OBCBo_pDA#~gLPN?Cgn_2F)+6k4
zX0EZa>qnvKn&ac7fN#mFNypMoGxToMJ)9rJ{FN;MeI9Ra?$VPU{%xf&gJhip33GTK
zbQ*U*#O}wW*J*5n?zl$n|8c?puO8=mDS}R#7l}De3nt)vH=Hh&Yst;+_R7$!qjWq^
z>hP<3Zj<)+-&PiykCvPD9xC8h0l!b-^rXN{1nD}+%eZ!sR@Zb=;EF%Q<qFJ5GL3jn
zXR}u18*s{f$%IHvat>0FG4_g7+22RUF1iglm(SHEeMt>7`P}5tZ;xqiO-Bp4n3SVu
zG0<IoIrihi-=CyMmVdCkXVqa+x|5K7c->*Xn;nS3WhP;-Y?Uz0D`|~MrH%T^kG?6z
zhr-l#sEQ1f3OUVlvzCTop!LGQYpAD5hd4&+z%i%!bqgwI*8*E3;bg_FvWSQC#Bepk
zzY8-SkCkb6<abafhc0EAkr*jcQ}lBY^fkO^6=`Fr8$vefN^4J!L(X)6I^}$6Q{-)%
z|048sW}%kQx#J}Ygvlhh>KDvy#M0yltO+`V<XrXX;h>*gaKai9*yYflv3K5#9QQmM
z&3KoSOZyJLMOx9K6Z6m2{?#-DJ6$^>7<H3WGnnssW`>n*`o?HM{DRk=sTS#E^28{g
zvnU~29_0;8;#8s$&<46J>Pkoc<fWMs!EX_6k;ys}gmYi48DteNP8xho`7H)@d`IR=
zeZ6%M?Cx9TJQTu(Z|-c%(p?WbCw009oQs01rHdTCfc9IS0<!gyuQDGIZk`djOckU)
zXxqz1O*U;$tm<&4AD(OQ0Tf89bT)3z#OOa490<D!uSu~+6`wA|db71cU&W`FFco|t
zT;{UUez;fin*l7WQDCxUVm&NF%hD$>Y&4BJl#KAhEwn6|vn6@MN41mOUvSb=_DM?p
z%b<w)d@i-p$Isj+w&`q`KFh_jSuH3QHn6E0s^Y~T<1_b7V~;_>skT@b)wcf}+JV*t
ziX2E@{VGC0$Hi>7*(U$fl%2)J%hjJa6n|W4F@VJM;pWFM$2<<};HQ7Up+G?`?c%h^
zz`;A`<z+`sCI0Yc9yCSrbS1-61BS#)A;?SgY2>fKQZVvu|A#rh^f0?;9ZQE{7Ss^G
zW$J930^F6n+~?q@QI|-V{!%7TlsieoRGF0j5EeZVS@V=ZlJ_LU&dRCyNxY$z)022e
z4iox5$Y?T|k%s=fjHodM&XU=!NLTnLI=FJ`{H!0SACvw?S^NIoDtMNSvI@vy`Wi%0
zp@;eU=D3DLYpw5X9CL+_?0x!fkp0hak?JFq9Tek$;_Kn{8WhLFF8T?S>GXZe_!61Y
z|BJo%jB5IO*Stefq)7(>AxaUDCMZP&B1#nj5u`&@KtKeP8YCo2?^Qr*l&Vyv_s}~c
zMUWsRgrd|0Fa}b5zQ6OFnKkFkf7YCt^}Kvun5Dd6CGorWzV~%s*XO43P4tN<u!gGQ
zdQaM)^s&A*e|)g(bn`=3YD7#%R^yl7sh|Hq!zk9Jr2Xy_aAG}dGpZM;%g{~6Z^tYu
z)yykDNF=OPcs)w}PH+ldF#`mC_D%^n;I!^RGA~Z})leYr&fmVRzzXAxMk6hQK-Z7Y
z-XZKeg8TDjSFP&sht^Xx4o|BB5dwUa^Aoz`m4kiP=w(6Hz6asnF&fElR#HN&u}nMj
zD?SUi?*k52cXmbWpT2xnLqbO6VhUh=@++;Jojc&q8g&;_x)LM9p4#A-dJ{Y;&$o)C
ztLI2UoX5NNM*~`PKBRw1!gF3C?$D%xKcy-=N$I@)mDo&cZtm}ER|Hql%AJCgdsH;q
z6DdHs{ZF=(tNl8Dv$vCZZm-@XzPRdJZ;WH3x`2{HSRh^Var~hh%V}u_VpOLH&~v#@
zF(8=$HK77Y9*c@r)0X(!?u(b-s{v=nBQ;jKR<+9S3A@k-!+TEmTz9g0>9a##slh<I
zPo!ex068lrP+Mz8Dh;wzQQ@d9%prCqvHea;ztCp|eeFLCHJ8wuG#QF9wG-(EjzuyZ
zp<+=y{)*i0zyky~b1gPGiz>d&8e_M5>a76GGI97K=;M&)SEgNdUTd6M6itG*2(E7e
zOmvBzbR=Vfu@MRR9xgj4Y?>%JSydyEBjeVZ#8&@x#EA7-P+n3ILp2EU#Jy%5HGi8J
z3(SlkToytMgX;;?zZK8Ho^-2tLF}d<bKXX}jEnC6q*vH6jSL)k+grg_Z3^yB#>f&A
zNxfu4Pe|?lPONq=7Pr#o-%J3<si-5SG7pAM%df;veoe7CYaZYH?3v;GTZZ2(?KP_d
z@dP)A$;w?CCn;&7_vM=);j$d!jH5)#vqzsT!^4}yQ995ZA#mUR!tE8G-4J}u3S<Bo
zYv<M{!m&#4Xt>Xx>f<VB-hIA|?tPM&urEX2C-LiiWG0gv%oQjW3L7b&Fh~<J?ng1w
z<X~|VeVjiv<br<5m*fSOyJqi>pfYYhPfO9kY0fP^z(f9%Fz#XP@2dBcdh7qFjrrd^
z>YewfpJ=kMX`pM^E3eqMbgDIJineWESDU&Pd+9WD+I^g77@Z`Omgm;VzYxV|-(;*+
zyV_#di~ez?|0A^5j89-Jh$W<P$lwi*d2yo2RHYB%g2@xb---5?Y|rXFtyq4Jz2mfZ
zmgRR15XR{l1ogZ^q)tK$kQ@kZWVfzA`20_eiDd2T?oN{U)ume}oo}xhhdiEr{W?Rw
zG;SUmY~EnZ$8cRU$(mS8Ek($}kgHAMXjkNX;mDWGRky^8A@eoAK~B?#(_fqR7oR`K
zj<^rby>aUm7e<$t?nFQjp#wwXpt~qC&o)hfV77aG)kJDF8fc(#K?h5>gd!v3Y?eHD
z%nq4Vb$B05K5+POd7&p`M9F~+C~^$A{Q+nM&}(IZYvHe2*G{QGVorWevH$*7>sWcq
zM@B5bnys1rk`ZQJ<P->zWDZS)2q46f-8Yes$FCZZx(UvMFBSXIbcwfEO&*WPE3<2F
zE!_xzg|FxA{ncRm_SJgO#ruXQti+$x_np!dX1rUkViJ_?H=_^ZaFw0js_c`7xWJZa
zpIauv6|GtEYl*lK&Y(LTUGF$1@5uH7T#HB3+MIBD0&>8{TP#yv*f8^8_(14-wdBo4
z&w>c!s{=*Utz)0A<$7S90mRMjm&jc;vi=XG7c7Z3w8gn_n=!B;xbsbQu6LmXoo?#e
z#UCFp3nrbpcZTU_3E#0w=`Wzn*%yIb)K>lu+wUz9Y)3cJCTsCfqUC*=Fug<ZrkpLC
zCCltAhSRsho_~o}KLO0(>eM0}^&^7G1I?o#Cva!>aWl&FTP1FBy&LHjwyJ#Wm6Vhw
zEs?=qpQa<hu=P}yV6igT2OJcT-FU_Lb~F6`Dl}UAJS?a;XMHw)&7fFvW`~G9|IY^J
z!kelO|LTW&!)E<UZD$_~oTS}L;BU_$?kJIY7}+vyM<sGGBf*OPhWWXX;q&IYC8K*g
zu)*sR_n3f+3s=^=ACGRd-pvK>YWFE3q>LhfN;em#5?dcrzcIBk(_pJB_d;vLQJj|}
z!Szn{$`J3498w43mdrw%?BtmYi08m44q$?kd@$>0^MlLgCF5BiqOKIE<6;@IzNm(Q
z81nK!91_$|=%-M?FHo1+gx|c22lwWpMD%dN$6nQI(PPxEgg$<0O2flTZw$wx?kaFn
z_utn1ctENlKY|+pH-cA)QN(#L&ptxhT_ZU<z$EnAg0XO@D7gMM-%yTCczepqPLh13
zuaV~5E`ZaqUI*;`7!G0@AinFtl8Ii_RK@ybR$CbTHEjukX_2=ArQ)MH|JU1M8m{)f
z2N8AR`M_kOpk76c05OGhk*r5T65XlQ``4Cv7GMWbNOn?%$tyeNYVmWb(>*b<&5Z&P
zr);M)txw&An7h}EpfP?p@UGEE#Jm$PHB%cz>NUk%3jK*1`1EJ)rN3HrZE+UjA@$(S
zmHUggUKQo7&FUutQLa|%TckTG8hQr(l!NORlnX9NxWD!b<6Y<MDw6oEfw&gSg^N<R
zIBitOCTM?oA)~euNCZ{?+g?Qh9;dKGfN}hhtVI#W4|L$8hzq8(?YCEr9Yv}Ys%F=n
zqgIzzO-7P4eu%29eZ*<{L9bID6BH@DAw&cG3(`6c5`$sthp@UIE+jhN(Xiy_I4{60
zcd;;S=}g|My`n(M$BS{wQM`0yaXokjVU*Z_kM7=|e+kA|$y&|G2jpuHZ0gqr9xQEz
zno4G3q#iX(v-Gctt3P<=vI0&PgsfCtp+F!a3;mtKo{<f-8ST@w(Yw@KQJ;CrUy$OL
zLrSM68gl&@K0ZTtLePU>#U^9c;8xTaO%t*Si3Ou|!(sA>-R{@U#ux$fwAHJvO@BFP
zEZMiB#$>2h{W`-MI3f#-w@6Mzo${|qrm>Uy-_untm<4%YkL&GqZ5fp{5yoc3C$4Tv
zDQMN}f{%tl;QBY#fH$_*VAs!$fFnL>BjIqP?)9u_78NQw#)=PF*Lx|KvpL7+P1f@$
zCIgJoWg~|?dW0*G(w<n@CJsz_Bb4A0geS>(KP+{;Z}O*VmYu&{#@>7O_C&#)_0pt!
zabqP$cYV*!Twr?0F?U&ZW&b;xm`X|{7~d!Ccl#vst2RP-5CTpHo*#@KvtX7N#+&s5
zgpN+dao+^-xjd{$tN4=$;v>uryeC_cwA#%H!d(cNNd--{qHf6}fc+7xoEzdEJ`&|Z
zmz^{#d&suNmefF$e~#om+8%etCdVHoYF}0PMoj*o!y-K#EZG$BfMF)>l!Hh%kF~ya
zH#C-u;z+W_qGN`i$t~D79!f-rjGiAFKVM$<(OgV*DtO@P_{&6i0Qrn(t9B9jD#^^a
zu076v@yb$n0O-*MurM~BS9j=0kMwHAs1W7(#67O@uER?IxmrE??`GM#e<|QH4A8E@
z&ya!%xSP?p2)~Qdsqy0>*H?24iyLzuU|jAc@C|igdlegC`#VxNFP{Na-9}ChC0=VV
zdarDX`{w%~ou@n_L-$TUIH&L;Js~eIov4Dahl5DP5ErUIABtI94rT#O3JLYz+xkKr
z>E5eSs46}4VOT6RZ$~Prk0FYY{e2LBf|UEXA=RkxeN(=I*J?`wXKi^i<3ntezCo3V
zO)d(A>^4F0c%lR#E>NEDq^AqJIjE@hraAElwzfeR`-wA5k`Wx@pzF^b`g+bmTx&2v
z*oj>Ze7p`JD!$qd=~?wgw&HvHmV#W3xE@bsOrPrbu`~%YqQm!F1TIV90a}P;5um`9
zAB+z`)5nY4AzG-6dNc*8n%~|16R*P?CMg&EIHou+&FIoAEe2u%!8%IQkt|MepV5@5
znBTT)qzTOJ7Uzt>_QZ`=YqQ|bChI`ksVzoB`wl@Ao_N|_6xNLj`|%g_>)G!e8YeXe
zafZZ-y;Ox)>~T7mY>KyPV;>VBDowm-UH1{=G<C@v-pqn^-Cw=gMHhBOX^Emv@>`jR
zC}5uI6oG3^1FNK6t5AQ^&hEH&VqLt=uy-tfEwy&cY;3Sv1L(RkQMd~ZaCb=JgtUX6
zZ`JF-AgvlX)uHDu{`HNrLc~)sEV2U-7oR9&GK^$xNg5_B0I*(3g62uan9)1;m#x1V
zPaKpuExfAdTp3mGeK2nlj#o87^Z=e6VSLkyX;y_hnx)=s=Z3uBy)4W2<XtrZZLhVF
z4+q{YnN|+v(wJiDL53<gjv!8BMw7t+r&bFPBz0C^c$9B(*U#Pen9EW%x|S4lwO+|k
zjIA$i>;tou#KtRa3t-FiCh3oM0S3ffgO%|c4?5=L>qDrQmu@WHS#fkS{qUzbxRmZT
zy5ga=Gd`Vm|B%o`>#N|P3KUx}0DeMOpV!bj-IwJQAw2f$+8m?UiFI3RYjA((A-_pq
z?Wu(gwI8f=d2{x~aCVaYd$`jqP4kzXR4T59Yu=y?x&`rQ_R*NVc*c+t^`@(t)8J6z
zQKyrc)CJKxC<9_1a$t#cLz2%|A&&}YJCAE7Pzy;1jy(NH#&#Q`wRNL5m~a`o7;k77
z%+DGuzvjyqvTN~rz{JyFRjCG#diQPEk#yJv5HCc}bP`UZm|{d16{7OxXN&@859;*O
zVr;|TJkh_`<$NLT5EX%{7YL(Wg>DH2MOLcVU-$o>W_z~CWwv}|x1LeX6qh<wEsiVO
zu^_7<CR=-8S*xgseqzgcBl<1=KUXmh$42?(0|F18E5GQl7x`>kKb!E)NW~u!g!tja
z3fPB(h?zk9kadOI4k$*eKd**_81JeX$#8Yn=1+<m=favD*Awpc8@#PvXyP5BUZU3e
zkB&o$_ed>|9tj)YAURtG=$*=LZwvATolm=km(3=LlUZnE;JW=7p8n;taM4s!7@sWv
z`w-2!CeEn)m5;8r$=w~flbL9lVkpJL_q+XT?+ez2A7Z1t<qsxbxw<|IJEO^IU~cHv
zjl!EP$09%|q9Q5Cmv-?}lL?P$i2c6ChBR$dzP*;ow&~LWNjPf9)$mdG>CecOk9%pf
zUTw`Z)w9V836|k0Iy1YUbgHy0Xw0w4+*?ax>3x0_?E@hXA?t>w8O3+?3WF~e*!;>1
zHw!P#FuZDB?fgvo=d3{Yqob|C%$*m00t$L3Z>zma+K`!6r`42h8rMd*gl}SvP{Db(
zbJrRFVMaqKso-cdQQ;Tl#E9=@iL1NarEF{!j~RX=mSett_wtggv3t|i<L6yr>T`Z+
zgDjv?ZZlt#r(c=Y6n6-#BCOpIyoDm>MsLC8nF~`j0c1zjjc$cv8^lxvuQC_^f!Zfq
zou0K7r2)FZIdo%SUD5XP=cfMg+qXNz%^PT4GvbF{CALM&=cKn=m<6pEuWX&^-e^E*
zBKpyF$-Cl}_OSHTrbs<vg9qnp#ocPDy5=k4DQVZv7T&zR(5~c=U+gmHhFzYoSZRtx
zusPBua-^c$lj)$nngT*dOtsBOmTvug-soo7TH2jv@kVKeFUW_<$5)dhmWhnf{~!%0
z+tgPS)(ZF?V4=Q%dy#^%{ZbZlDrVfa^ZMs5c*b5^FlTeg167kO78vJtnO*@+2(u_r
z_9+CIBs56Adh_cF|7_sWv$|k&841PgtD1>(6-wH_`{0Ts6?_xX8?RjfxN#y1MAPp~
zF0JCMa=r*w*SO~VTGjJKxu<!sYV^f%nJTLbN?iaKpg&3NCXyi}3!*drPcJgIKw+A~
zwThyv`jY?Q*GYZhh~wlB!x4g9+ueu?_N^Az=iPv$1X;;ilKe_>Blr=^3CU63k;LR`
z65tAOIOW1)@96lHyZ?eUOPBH$^@nFBE(qb;y~x&xK{RJTunIt(MU2oSW)T;hHyZ#N
zZrzUw4TZ0@BQA<!^z<9LkC}9Lp$5oq)y~tTKiK4OcrXFHY8^e@BedMl9_VO$O*cW;
zpM1sfeQeP=E^JBqGuSB}_Y3DgfXEZ85K8(4FY>#>pT8hoE%*YN;V)>of&`(pK82n@
zwakFZE*B3DU+#ypsjw^Bw|tu&Fb*ZQ`i(!E2zn~2RT~}#N;!=SPsO0f%-@%OEdx?}
zMCET_3vx435t$r`JpbgxSGf`}5vw%G-ka&o*2oD&zW=?*Yi^VKf5lz|STTF;NY|Bd
z{cUV$e!=@yf3DCZcAac_hwOVs8+<O}Tzled+7Goe7A8%YQ9!S&=K-L&(F0!8tKBFP
z&kNwwscZv?czeQB?@fY148&cF=g!p1l>F@0q`zuruw;@%#-5t&@I^WL(k`Vm!<zT*
z<$mZ}yz(=ovjDBV-fXZf_!`jA;IQZ|5N^L8?MSeTG!jFo>A5p7G5TM)TlSv5gMsKn
zO+T7=g_*6u*)InCMssg}ee0bg?Eb9M+(|DZLUmF>V8eXq;)_ZC&i2CGk0qI5mJMw|
zK%Hduq>Kw3PdiVlG5^+nHs?!L#j>qZ!;Jrgw%~e9>uIG4pR``zD>rO|Popn-X)58#
zD}xli8(n~0n^PP%(A$sEA`k)-OEq#?eN%oImf-FdGx@(T6c-Ns<N%WBCPP=3DLlPI
z6Vmi*?y@kcw|n<2`s2uxw)W5ME%lzU!kNM1Mw*3v2lh`^Ujoz5@UlR=fq|^X+JfLD
znTm*=P&M1)=Or??4r~sDN3VYQvK8?`k~dO<AtB)_)0buZ125%6bHEkyl$ctNdfYNq
zmLe??Gke14Jou<hf_Q#z8p?=}0*H<@78n!sGeNXqHt57Oo7dF4&|wTecrH5g+#AC{
zUUE0h!7Yxc$O%K<COnBoVo^LcI^{qZM$sq0(@$uW?dy<gt%mAt8Nk3D(|#T3){j#Y
z0OtxBBILfrlqS2Yv3jG;(#w>Jje<F7XcU?HHN3i@Bs+KqL{KEjq9|!Tkw_xM19f5&
z0Ihtmwk&{Pg3FWki+|Y(^n3A;eFt@C#J<Vl$R^`W8Nn>A61i2yvAHZes-G|W4Xs#L
zer1ZKO(73_{%MK*OJNvj(!@6vY_EX(Zg|>YJW9R>@af*P%}#841)Nx+vg?rfAYumI
zG#XC^cAFk{V}rRza}VT?W}Qoi<THayzL%6pJfeG)IY{4_U>_C5on|rj`42Ld;*3>f
z{N7s*8?~$ZT3IcXG<$u&TD&o~EK5wicj!S-%ee<%%$}0MiGM*PXR<m)hnf#}#3jdi
zmMm<&w8{w3j<1S}Rpcj1XIH(CdKh%Kc8HJd`o+U8_9(C&#h!E(KZt9J07lgC`=5d9
z6$)lzA7&RP3@Xct4WCa{HcaCCe%gwOF=1tHNEF~ch1t^jokVAgX0y7lK9y&P6%YGk
z-d6CPYlxjIg<0U6%MXs{o;-e2=!c5jq>29J&-=adA%j!nFDgySh6OWy?QFePS~6vA
zMUv&57R9{=CF|0RuGgd?T|<$&c)(O^Of0~oV)x%q2gnDSXdjHoMsun38M2j)E+_U$
z_NX$cU;oLDXqvaR^~kh33Cw2<Y|Q*ze6N=~B1!%0DNDV3^yRNWpoeEq!Mh1_#LLuN
zr2Fm@FgL{#pXRjvT=#-K*)w)$&rXtDA%63xB<m!+tKWbX$jjgHu-l8RF6qk=eed(3
zs<@OnvHjzfxQFE%YSN~2EF%kM>KBg0&~oUNO!PL|9YO}zpmVL4f#(lF2bZSiYf7nw
zAvoR9-(Q-Hk2;wMHW#dywD{X#^h2UkYaj4F<h*kFlpV<ye*^2&ZL!Kvaw|kSgZZ9v
zKh4QHG3g&f1uHJ6Q^kx_-5>#~HSgYW*wzd~Ntac|L`CNSnOOAcp8OG%gS0ngJQ}sC
zZUMjQn)~kfqTdnI6xy!h3m_*;k%9;{-Azain)J`-+b8V5tU`k0WvtEGBz*O)3>ST$
z{~YO+aAW++bh`vL*rTyKruy<ylk*1$hlSkcqNbKO>$LBDr(G={-wh5B9u#~uA%<1}
zT0to2K>(oqP!lszClAW!<{)%{+aEbU0Zapt-%LR8z<eEV*mX9ATvsUVY;AeuC0?A!
zU0JJqN-oZ?DTpEGw^{TugEl{0jsQ)d_^fF0kQMDo;elD0^+Alc8`*J0v%03%!%?i)
z>|)=Y_(T7$b07+_3rdm`wRA?l^8LPl7(|H-p6D@))#jw8{ss9gCu^T0ts@EqrxBM&
zJ*$3VI*#Yv#N^UP*Rv-^;!OHtGcVr0Wtq1-0StbT-j77%n~_)q@-ea>b`4ms=v{FA
z59DBh-}<qr5Af^g5B`MA^`jf0yYgg+yOU}M$r$iua}$^nj&`MQt7MjHLikI{M&_;*
zwKV3q-Ks8WZ*;Faq%RIT^Nu5rCI__K9uVSbEVg7|E_hQP(MdX5H;TsEQYmrxF3CtN
z|C?^PW|L&_@i|<lED?j|M7u$wl;A$p&w!FMibZwLcXCq1NuFhnCFRQ=lfSZr8sGb!
z|IDoUfp*BDuDbh$?{RnN7%!rpVoO3}QQ<G;3)%oa54kO5A-PWM7qKefLTJLV>-{Uu
z78BJnC83<T##ZpA|BPFK=0fZC<99nHX&7y7QvCa0n8?z^4<zq1??bk&8z18v@}6D!
z;U@iJ!qoF9v%aeJNcr6nq7rbn4SoO5SmFQOzhzf|j(HX(Rg0B2;01(v^d_J$=X#d$
z_e^fwo1wA&%sla`Z1Sy%z4k|j<yr!-fwmC~bJv93RB~TJ1%-_aOxmg(zl9c(Yj*{<
z#`z{1%X{3e8}8K9&m4jN#M6`hj*ovw1TMKKVPtO|er6W(X-b2<P2l2xeoly*Rdbot
zgoj|&29alLB0CjekEi=u{hv8WHe1;~bWW(hI&k0S?JGK^)--j^drVGn&y{b+MrS)7
z^3x2ljgY7DJfpIw62)(H1_oY`c1VNq9UBqs9j3KUA-gRok_5$7&FxZ>#VS+evSIDa
zo{eNl$Bu!g{uDPoeDs_IUK4M6+VJE?HyCdM{=N^q_xK|K%L5DPu1mBqY>guhm(J{$
z7>C51H{vN5{M0X~Bm9SLZssqDkH${9LR!b#YVr`AdmER;Cl~v|WO`)>#g1Sl36-C<
z)fa_jy2aH26?S8j!soVX5J54<L-a`;Sm6aECkZ#$x|GYGTRK0I{=>^wjrmT6Ncqlv
z6{&pz+yx~d{D8lgDC)!U6j`hN+E1xD*Mxw`es;i<w##aF@p0(TcxV~ko+wPs0{AuY
zG{6iT)yWz+=Xh^h<o9BK|Iycq-<-MG5;jTNjzbK568sl(e%HjJ|5?n=Xnf~Kg19bi
zt`+Zk^7N%KwRB^7XD()B^wNb)rAsV|qZeFpWp<!raT-f``SPdzWLD6fiK5gUWc_aR
zL5&GPs(Txny!`2RR*z?4g<^~*xU{4)`Hyo)+^k@gi}t9-MeTXMBc^_6q$r5Au;K~4
zvt^zm^e*b`(?nJWyW_)!ebs}?N!r08F2yUA7vHPiJv3B}zBTDT!S0@ejJ{@r7%%g%
zBG}pMwV+0$7`X=8@-o%$owi8}Npoj79-c(VlTgHFk_k}YFsFJ~X&N|J4m;zNM}{Rk
zGq6iyY-WsaU#@L_iPZP)LF=Jc$|39xKAg1vIifa8-6PMH?FDvyd;1r!T0;xl6(hmj
zEJNpUd*yELRETO3kSD<Lh@dBZTvbdg;KJ8y1SP_)Y86U8$W6Dry|XRxHg?V3Sy@B&
zdLr*<!Dnfnn2jjm7^fvHzfH;g>I4Q^SvF3cl`st;5a~<OA_G@Xln|V*ghcK}fi*)^
zs@Cg$CzvRbDV4Lne5bI@30*>J33;4dFB8I;0S=ovwSdNl_=4u}p<Ks@ICc=uMpi$y
zc<L1p9DHhTJ1up=xYizqyTz2kz{Y*<d_nJUyFGAxjZot?ovTMzg_onZANjoyH@@~V
z^!IvxTiyAT3vmzPlnN%xSx)w`s9rNhxF}vb3y;GNyuF4z`*TzbV^>)_CeA%H4Vk#A
znP6w|MDlH34v6v{_znz#N?VCk2e{CPWk5EJ`0b?M$poLi64bN&+U`kJ5&ZHb<g?uG
z#aoW|3EI<sej7`7%abp8yS}Nu_3sMKOThl;PBEk=K-@Tz5i)4f9RBLy6p3}vcUUfc
zyMTM9NJ(o*J$3I<+)cGTaQng1r6<F__LtI$4AgfBIoO|mByT4J#bHj4;`M<d*B-XC
z+}Frb;7H-o9AYemqzrZ5yYRZ1(mm`Vw`d)MUde)fHjDWk8}PB6UGhy`OPbBDitNuv
zfm+DGOBZ#HObR=zNI)M83+Ym1Yl_h3f_X3Zwz|{?*H-GSWd?&-J3UI=GWEN<6b2c9
zS^@<uKAT)wzzydrqGld;DNSCsU&Cu`T|aPe?MEN8*6Uzimp>P*e@R6n#7PYOjjazh
zquLG1w#>IvgJ-q%X6~zuJu*(`j*@KrAo)qX`^%N56G?D(EI1ayGecp;jbCQ>(U}!H
z@ZMDr@b|rR`|R6`8GxAa&&!2Zo*R&G<R{2Z8(w%Y1@K9EVr`$nb=+%9>JPRAvgjA3
z5(`t!B{Saa>5D6zOTYu^u2AwtQr2ytt>HtP0uo!2OM^w8+8VP(b4Rv55;mD9vqsg`
z^akRb)jc<gFIP;AUg(m(X@;5ZI{^<WE|d{HNf!7KqL!x>{&bBhy2`{&Y$VfaSf#2v
z$%r?@O6KXp%;DjH#wVsDFb=g-hX)f=8tbEROpzC6tFPfly#i~Ey@FVpB&}c~5;6sW
zO2D5D6kd(!K;j~+VH_7IqWEGV3CybpEv+7sEp2&<dcm6>67vOtr_XR)^t%aWCH)1_
zEP(tptq-^j6qEr`f;+Fkd=OV#&~et_Y_ryYHvmECLEj4Cc#UFJF-y?!8C;<9j1xAJ
zA7Wgqi-@@y2RjSnV~Cq?ZZ2;ZALl49t2vz(ScP^iN1_FOo3U&|x%|y`J(n4`n9Du5
zLrYgVYL~>tD{~)as-&|E<=38e((rX>m~{uN>Xf&@qu&WU`T`^m;L+d61s?sZjH4O~
zuh9ea<B7QUuf)l!;u9ZQBjWxf17@~=w$qouzQqBznS?a?Q$=a=rn8FmKQPBZDMf`w
ztr(l^PqkMteIF;pFIbxZ#@5Ynnk-570Vx<qg^(?JPk!7I9`#YR(fr=a#4z@HO7Hm1
z`3i=cVBl9bxP?=6R((j4Qr)2;x{V><+eLtZRF8?0Yr?wIOY_-pd>`2P%O}OB!5EWg
zJdmCouem5Z5TLrp%6-;8M`l{kA?rE?hvs&Uu6r*M^OxHWI)TeY7T=DjFdiHMms|<G
zfvt`#9Rx@DSDZT<4G}bU(3e|H(EZes*Jjvudb<7dqnR8M6}gfF{(Os6N8={oS2-YK
zhn*unitN$ZZGni<&0zbG;1GEGi#lF90>@7F$^<9On#O#akZd#ORqzEO;6am}l`DMo
zN?u|*bDrhnn(Q^U(SmnT=Q+)mAb3;7V`XF{>Nn00;9A$seWQuv)gmaiD~ZO~ftE4@
z#i#~PX8+N6>3I8rSquF~uzNk`MNqj6VU`TAf70c$-sEU)Hj>dwzASdGcM(FC?ZrrV
z@s-r%%F*uMs87%wUNRDv>!Xal#Fc;$O0>RCR={&g>q7$#;a3#7N=$V_H7RpyM0&_V
z;=tpp+zWaby?zha*+FVY3&`nAKt#0JJ<PYj=iqMG8X@-$PZRr_4Fujm`YD_Bho!={
z7Zt?(d+C)Kyzd9eFc9ak;D4SrdjAf4J<@|h<fD1doQT$vHKa##%b^c|+(-`?tF2u(
z*Z+1=UtPqr51~NoLe)kO>~lGg(1W6<V?3J@ghCcr<KvkxdGB6c7)l-5U7Tk{?cX~M
z-RUMvQg}!_I3zFZ5Q|Fqoh;yK*Ut6pq&TPGqt8b^X)DV^HgoY<`qzm&2#c;?P_MZd
zI2$#O#(@|=Ikg{!IQtX&Jy7FK&+1Q=@&4&?<?61TIc`IJfdmDnhLBJY-w15q3DvX2
zL=cGGwbaDu=Lf;!eth(V+1=#$EbHh9Hz(huO=++vW#FLUC*UZ!PBpA>V*qCoDR;D)
zxmeoXgh`NOdIP<}-z60W8n+Z%5c4x~%q!c`!AJL4FR@Mm-czdYbrlXUtlUI@b>n#5
z{{i=pQJz8_L7PwAYTWlyjJg@<(Kjo)kxw}2w~_3f^f0yV0*UyYlaj=ujy_w)e#x<#
z>j|j?Ylo_NFH)YH+5IUmuWf((;r~r=jD7uYb?rYBMGOD`)W!dpy7>R{?+pLUUi(+y
zZ%sPo0r?3<5I+$c0A`*~wC;Nul`0d4_u%JtG+-<@ba6YjOwnQT5WkSHc0TkG6woNU
zHB#+YqUzuynq)NBa(hj3_QGg{OTq7AvC0MIy!<JHC96aE@pkJoES2Te3~Zd|+)}qK
zfPCpwUTY2@{k9o}kR$QfkzU}`T~NAnyW<T%UKmc^(C_2so6FD);3Hi?eM0RV09Th|
zh?_;J6L5a;cJk0>IYV20ZtRA<THJI)EE56B>yeorj2ao;yF8!162E|nt!x*@9~$L6
zW)8_Ns;x~dL7=aGy7%J8TrUJqOrHN;l~gAX4)>Fao=L&<{G1GZt^cBVm{|3Ff_$C$
zj$`Jj>=!t273e~7YYSs2HhBJGl?isI1>=BI{jH6^xJA0>MxR&K%F4><gQ6HY*%2Zn
zG?9j{E+YrSz^fVgWeFGY3aQxaDurv-b*T!H9qGG86UH2B&Iv~6l-(c~!9CIpCoDDj
zG)2TTl%tasmTQbpj+6UsylZCN<XHi$--gy_CJJUWFO`XVsDlXOk7yI9hML}GjIqV+
zwVG4zIka?zST>8hm@oN6iGb|5*Mdvr7}+5leS5`f76tXEJDJSz6n$b6Vr?qZad&ID
z<o$1^9%zD-C~2^Cd8<HlIzUTRUfVTt&az%LX>7Djx;TF{iPrE9fExlVv*6PHO4zbZ
z(`4ml_QNFmXiSxC*sY|s74A@w1YWkLW&({dTb%<M8H3Guss4PPJ~MDs&1h)()ZA#o
zotDJLyAG!fm_)AQ&Rr1tU3>TQDuLyE?ThWvil&UQ&wL$uiUG*0NAxm}|Cx!>mpb%5
z<ITFQ;n0PocX39WVVFw=8+vgPf=_(;ZvK&aZL`FOy3>O1O!j-P`*7N|t|`Rk`@>>(
zp|>+Yx!o*c5^T_KHje{tdIMfTCbOEbxw+>aDfLFqB0o|v*PkqIC|^2DNK=!Q5f9H}
zdx8BqMQqPl!-)jk+23oWjJwJBE?wRsjv9~NAnA=K5PsZR6jeQ2_ETTaL?X3U*jScP
zm$43*6%`~gx6x1&b`79j6YKG25!xJ!KT5M#fh>Aeas965i-GcWmy59vL5?FfnZjo3
zk7c)gfODVD-z?ECGXZW}xuxX(@?pwEiM`3X{gPq-9nE6DH{Iv`!n>V<UN(;vL<-fn
zl%w6$52Z${8m!hk|JZqYH(e=nx*uO3V7fpntDk?WfhZBoHEoUCy7Jsk${Iwq%-N&_
z;pA@sA3WkW_}td)oONc-Q`up@H~Jw_Y+K<j4-*IF(<kocPza<Nd|fZ34)~s;L@$wK
zB)_Ekt+Lx`Y3$z>P#zcg!A7Vc$X?~Vy?Y^z?(zt4!rZS#zl|1G4bBp~gdgv(VOr}Z
z=S!<;<P80~^fxY*b7RMfJ>W*`o_#^svOWpvS>lQDuBb7b#Kcn}JCmRF<cyxcSLkLK
zpmx?k6r~<a$p_>fpe`f=B{<M9CDmMdVPzs@ksf6B4xrO#fB3JF>Hl{GdmX<3Pge#<
zr@JY)-u^ha@<0&i4uSmoL1uanfgQsdi#%bo1w=GmB+lH4)YfYyq)@Ud*dQ&`YtWRo
zwP&+t%XqIZaz58Xz2_q&@&?PMfnM-nFFGF0t}W-Wj6rf}-u9@{FBinc5;SlA1x?sM
zp8=v(*Bk4iuiu&&r~lDsZnMZ97|>X(0W$#qER7FtL@o8%QOF&%(g=MYhxJ~wp^L;e
z-R(NtOYYQepDRLkL(neBuw^!y2#g8$CsIz~Juu?9UFxw<Y1*FABR?dY0MBk@(zmg=
zGlM#SS8giq*3B-dDg>PN9a=BdHx3>wV5Vk5+*sq?wWTSyl}#jnk1#t=)_?dmy2y8-
z`f$DFZUxra=S`iYJ4N81n=s`%$reWi<D_ESZC4?p6y2#D4`jpd5TdJxw;0St7W9R)
zIDx*c^C~cbd1=NPMX@C1V>!a1903!tOPcNccHrn;%xciqE=A`2(-*Bq=gY<ZJfTN3
zsxT1R1^{7lXBwadJj<y6g^=`AyXxL4dffOEqw+oiQ{)Ej$TM|Ge`UtFk{?4yJw+Pr
zw}ZZJm#TzK*mH|OZrA4=;70CE1>d_EgegwQJ9}CWKEATQV2n*p3djfRf2~*KRwJ&D
zsm}i4_K2`Qo!|F#U)q<R9`R(8;Zldee}R4Cp0?hmoDQEgn9LX;8Lxt0Q-UuQ34{l<
zIX*gy)fITWbdz>BTAh6-FpsOdyL)98+;0}Q1ST02+HH4=)uKDY_EzjKdjK`JN6K}5
zc<r8p0`K8=+%b-5)J9^uRE9G~hMhe5Smr1w4-7W5Fo|TyhJPp&ep~)=xqCA;4K`R4
zHRA9o;Dtp(W!00k^`$TSWm(xgHBaN1Yi7t+alHh!n4{z~un=>CeusMFbo~d3mV(<~
zzT@r>GPJ07i5LM%!X;LKu!Qz>RHN}5^d}<7xA9&_X+RLrUC06D#__CrNU{~K<lFZm
zHT_%QNBX+ag9fX-idmGT`n;OwVn>=I)N#r<P@|#6F5$rfM8}uoj%+es;B`Gm)DrhJ
zg$L`OrlolI?5E0FK?i0D4`GELsO;qF5_k<+2R7Xg;rb1r5?(=AtH<Bg*M>~+K8;P2
z+g0Va*A=JPebGp2Gu7}}P-m;#R*$}u*U=xi_N|KVTNPq^ZzrtE+i<ZeBpCI~dJF<|
zX#ih7h;oJSqy)<za+|>ZZ6H(J!&|O?wqPdqvF&TypjWplUM)p%VOmh%b<@e$-RJ*;
zP;L8E(Qik||1m@}akZ;b;c}^9+d*SZ!w&6{X;Hq4O34@i*hBKb)d<mD7-XN~nOI=1
zLUzQhbw=L}W;^~L@85D{pS}LeDH<w*0CuK>r!<bgpz53~TGj;g@f^D$2H2G{R&)Qs
z3w`=mwb6g|XEk!9HUhE-dP-BxbG1g0HM6#@BdS|_^jrqzSFiFKKQ!x%ub)#H6i_sE
z(QC0kp~R~m%O?siTVJ%NJqd7`u{T%(_!~OF?g;-w)&YVwr_fKdSQhL^b=9F!j<;d8
zpTn+d?P8OK+uvH}DPXf6e^91-mU4#a>l^D$RPQoLhNA}^<8=KioE2!i`xTC^dJa8%
zrWhbEr2ecp^9f7wP}bQ8FVh0?beB5c02g+$5k;JuO_67cL&!cI81^Z?GH=@z6|yjI
zEu48qpVjLJtI|blaX)(fn_8=JB;yqTuX!6_RV|CyQm&;f+v6dzDtD1?7+6mKGxlH3
z5jG;O8LSYzta7HNf+^i^G%(HnBS83(`<bKNK#&h${tIf_6P+DcHfbc^Jv0%Dx=iO{
z-pl411<>TR(+bfV{{|4(prSO*a3ZqZPSTSUGyKW6!<*aAkXZkQy2b+ii<Zn{IbQFx
zU;XHko*3)$gWiEZqn02<D0Fiaj`wh#xDyouvG7`(a2t%@*v6Z6AbeNB@$OUj*RDvP
z3>#b==!6AWbC8%L6cfqQir|e_n?D-oo(kFih-^7k?<JQ=x}5H0jz<zBNuh)yEIr)s
zYvPwgtbl!s_H;#|omW_Ywp8|K@$$aP<U@WM59XEDmpIDQ44_V;>LT+OzYSy;lA7%C
z;|T-I6g}sntSPS73+Zxc#c#FHLFwQ9pzoYc69ywXC1J+Kgyq)(>J9l!wh?9?L3EOm
zw+uBo&s^@RkOhr&0VAWN87d0Vs&D|JaLR<5SHH~VM1uARLE<PuA&+Fc6^Z;wuI6&j
z9%NB383(N-wLK4c()peW9JfGxfekU`1pWrs!6u*GUJ^DD+Oc)8-zIvvzSwx%hq^3L
z8%F<WcxX$S;isMKied~BZ;lQVWhKm3;Wv9Q0&&_Bo_35;B6@K7l6aEWCH>2UVewH;
zxnj;c-uHAI);P5mh%jmiFjCpby>;L-R$jpVtNpDOW8*f*z#&_Q;x7dch53!>jt!;Q
z2lPNeNKV>SxGc#e;Qc(@h@h7oEk%&*ZkSFxFc)me4%}ld7;(I<)Dt$sEGT$1LNTCL
zKs+Gd&2SuX_2)XZU^fP$HoNRf`WxyAzy5-rH0J21TG=>`bs4iIvV1zPN{6{A$FbWF
z7>S3G^@_V?cr&8cH$e1ffpv!L`t;is24|j##(EJK^@^_d)`z5;+k^>(gngIP0j2EE
zZxSa-l4PT;oaiV`;TIuAu(CU5%A2=mt2+BX6gvyP5Z$zXAaVNpTDATP-Tj-|wS}F^
z)b~j5<nZM>WYRNjAyUoVxrTk7Ei0oBx1HaAm;X`aBR(wD=w$OIe-Z*p0}Yo$=#f6?
z*C<iV0N^dPnT6ZplM`GLi^J~__+o0Cn=S9}iOoxVur)XKk~>#z$auPoX~F-WDWlc}
z03bf&Jq1h(t)v(dBpcTEatrm-jL)K&Fbc(o5;kx2_^n_3z%}D8b)NeKobSby)6q7c
zrrVKNh#*C~c4nPR=OZj!pMO@j>6Vks2K>eFnVaYHK!zZyOkukx4mk*AfYXueLkZyn
z1FM_8nBc~<vuB#Po7*zP5>t%}Kgq3Z2AS%6mbZ~&-`T>Ib65LD)rb;8H$0!wGeG98
zmUkr>zo_l(wh7|2eloNbcKYG7b|LtEfEr)di<s6Ht)JP`ly02Mx<&W&?7LsinwbZu
zUOT>iOlX`$r-l#Sp}Z#fk&!U#JJjY*8OpsmFU?2Dl|?s$+J>p4jJh<>cp34yA;WPO
z*LnK3L2+-3LvO}|fme`s<+5E!w|xv?A*n}%m&2mFUs`=GvHzte>v`Ez75X?MKSkTw
zalhsH3zXe)+bR=<cY)}OH;DfYVfw}2`WKWW@inisBpAD><@2m^WKAh8DDy(MVYkbV
zmLbLzfd3gi>12j?#s&34FbrM9WzJ5%ZKZ7?-JQq2bVgO1_gH&1O`?+Y*qHBMXS^b5
zC^ah$s>#v}B0Ey#NS>?Xw|fed>t~<oXN&0pMj@hqnoYP^1-;}gBk+~;iVkrnN$qG{
zK)nF!G(6bL?_B2fYa(~~9;F~BT?V(O%K1BsO^ILk{Y^aY5JZz*YkpcAg_b?NQqtc}
z5E+)cFYW589U(MblL2`w<C06X#|w}2ztstB(T)w)cufMG3boe#mU}y*IvqH_ir@YF
zS;g?bn7_-=4Qvv;BqHrBl623f^irufY8T?YObpA_Hv7DCj<P#Hn0s(kbAuXX7M8q&
z!|s!A>2)Q;fvzvvYFUkZJ81u~DY0cRYk72`ZDTw%7|MX`)+kOyFmK!Wsgq5zV)m!p
z4-fVGFJ9nUP^q0|>#r~Y!zY1RRG+NZcAy7uWzai1;1kZ8shZe(@LMhTOASmtA@Qtc
z0v#<vF0JoUzLyN>v#m-7%_nR=O^2q%lVt#%!AJl{MofkGBY{~WSS2q-@_7m-YaTJ0
z_ZL)7<_~%?7lgeDE&?|IpoW~R0Yx%zzywt+vpt!{yk7QwYxxtp*HPB8$++#txblG@
zHski7#C^vfvPB<PD(H2XKGfI|qI>s&JTFkExT3h=iiCzepu*yWn_w%b3L6_U<DwZv
za$E4lv&93hHaZWD4o2znWPaU845QCbjPT+_7#`YVCh!B}<SBZ-F-JJ|nUj%xesOc=
zJ!cQ+*dffy`NBg~6$owu^m)QP<T_8mfaDU(`tCJ|@Rk*^J66(}tWq<2^u=r@2Y|q%
z@ivgiU|i5EZ>9airwvC^J6Fjnq-~-rfFA(z#-qEcw9URwsrK2bT$4->bNM~7C>2|_
zuRXf227Gyyap#;D-cYNMuBdo4r?xzagP2auYu77tM{;ShGd5~lRo4pN7?pwdeyaDl
z$jDrJzeM}drQ7ds8Z!MffwL2gX=Z?(iTb($O1;!kqesoJf;>B{e%e~L3kk(Om|ANv
z+>wK8q#vjLU>Y^LI@ZDR9F*F!1F&Iaki&mL@N+=aS+xR?+vggp<d=(-t7?Bkv;U04
zv&qltkx!C&arHS!T4pcQb}kR@NDA^GIAc58@I>MY=F(@7?puZZ%QlOyu_J3PaxujT
z2}xHSk1t*3RjT*2Bsohr{mg0pe8sm+y82@dm@NjvPLVda@JkhZVww>&K;vm5Ohg87
zusA}OJYGDN{xGKjFJ%2d`~)AoXvJcB1*XX@yS@zI?Wxri@c`^TGpx)8zdIOlq<C5I
zQp}w{b@M%K{F0Yc1X(~oy3HzhoWcqB=ZN{?eZR^nq8(qoubI^i3VWOs8cG~~d)xjR
z2TJMs(49ip^g7LGzbfkh2MKZ#ZjlOAo3?i!E3*FcvY)7J(TaakMiz!U;pbxN6HVGp
zuoK{=OIZj^f_Y~NYn_6i_f59mjm6iIUd^sjo*W$r8Mq04ut)LKGHkg&owvT8&N=bL
z#*e%6^K1`)2a5j$$vvkN-*A*&F&jvZMREeOT_-T&4%6((kxvBd5XnWA1xC$`SAv~x
za<G*fj%71=Tk-()048Jw)z1-+nFv>evj-O&xME}1+S3-Sf+^X1LHf>$=kE=PSYBjQ
zI<F+cT;n6GsjA2q9i>p~YeY7Z=V>^8u-j2t<K6Mh&%z?&5>`Y*ajcspj^7+W@xZ+V
zcBKf_;5w&z7g&(~^@F2r>o4;T;A8g@U*)S`4(KpEyR87(Ntn3z7xZpF46+|TK{KfN
zB-j77{uPwZGbMiG&6gh1apPv5TL}!VCu3UtWb<_6owHjq&l;h4#|4c~A0<5@D2o-~
zLvYYcflU?p7ZhR%fbBe?@c)Irz*0J?Qr6yq)CD3BE>D4%|9NKj|KZR0*3cqiBzv`<
zDql#Vd|h{hJ+*z~#cN^=rP>P}LThtdq`<~sezQPN*Hf*gOdytxaR;*wK5;I#;?Fqs
zAG~H_q*vCMHZwPJ1g9;}qwsh3k59mV4xMUhAg&dP^G@oT=HQ*#ZO!|kDNnl^4wKSD
z^SDB{G?!ZdU(7C47unNB3I%Mp16jZ|>>iT9OHQUIIUdQ|_nriz_|tu=?1#Oc&vKR2
zM@s15jY^;wye(4pdCjW!V}K{ReSo)e-}Mieo;Fp$MNQO{{LtADTB#NW4`AhgMKZmW
zla=?<yD?npqcg=+T%Jmq3nq)eiinv6#++g(znAwW-v3^D@l%bC%0Roy-Huz#Vn(cd
zN@@LXRZW$|S^j_{p>=BA$>FaR;9x8XW$9#pzx^-hPUn-o9_ue-f4Cx;raJawEv*`{
zLT0(yzkUM$8;`x=)<8ka3qTNLNgw}$9{xlgl?xsDeE&l;F<ALSjkA-YrRqV|Xy1{H
ze?eZTq)AvAwy8H1*=+@8gX?*EF{PIa&wQi1nXKRvg|P&UWIOO2{N4a4`@-1d-F$qG
zmOvL$==TKEQwRq|t<a#<Mz1jRa|4(BhqxPoshdrag1UFeL)Yc>nH)fHV_b5W1~7XI
zctaM1zo6Hh7q>M!Q%h|~x2E>SJk(ImnH$%VhJ~2YJ(Xf}JRDP>8{P9u2>(ccVmsz2
zJQFzU?qvZuC&9EqF<djC+Th)Gf#^()9TB6O{gwHVmEc*v`Pbd90S>COt`H~MKXHwk
zK9nHb2H&)+1kiip274hq6h-f6F3FY#8i8dG0q9M@^T*cDyKX21=65A$v&eGX!0+#L
zkWJx!q`4Jz0=Ut%4*T;ODq1;rT)4MD$Uf@zey=R^o)b<gDoL#?_-efZC;tyR+;S6o
zAo27eF^3ca5b+Snl}qr;_~*%eb~74Y;fsm(<`+8$pKYD7ijq71+*CN^qacgHYuYrl
zaiS+V23^0rLm&v>nrzqeDTOiJLl>OLcF4bL$&ga**Q?i?$T7(Dr8|e4MZd=Y=8YI?
zZu<*@4-jbPA^7xWVFDVH@jWNR&HHhCwrLwKEvoCMY6sb3`hrdJ_rg=dg1eZC;7$am
zd>nfIYCl44O00kt%n8%qyw{Yp0lDlSw>2~pFXxh<#P`Z|f=R6OKP3ID!~Y9nk0(+4
z3H0D_EmRQ7LL1LROhLdpE7VRv9KikI`||*<hvNuCo^J;e;vGqKc%BDS?KOM`oHPDZ
zOLeHK3Tw-qk3&O>`6D_K599tEu)JB+)ED(L_lq;?s4fwBa^jxw!f1)-4iQ;&BYDBp
zcnG+Wpw8tg-{z}5tJ8fjzC-sHq|{9u4~B#xozc++k|byB?#t;uyCaQpTDpf;!@+Vo
zF);I#zYUIsSGNUpVbgtJ=MZ|&V~K^JmVn@PfPrx?#GIs$6$?MQk(UZe9<pBjoY3E4
z85MhHC4)R#@N#YpBL&2M7kIiv&p}uye5;VNi=>y5X{;jmcN`?CC7-3-S;|KQb&mBV
zSi9I?Debtb|FY=Olw`XVfm7WNmB=wR@bdC%E&Dv-l;*ejMj?kB0ZdFj9Dw4-L}duc
zv6&_zeWJ|Gt<%ma4C0GJ@!)yPt<(1GSF9nh^1bVijSf)Ze?g*%^KcE4ZTYX(z5JRb
z61uNv>(Hh{!;?#8cckgmC`0X)=jsDNR~Q097x8M?v*~yP>@F(o+Gu#l<+dM=i^@A{
z0?N3M-QljT2j=MqABLqabtpOj;~ytg*j4E(<QLmN%RGx@7vmG`k`mM;*gn4cgQdzT
zPkM<be-EV)?<IHCvDk5gk4?qYrb+((Z*3mxE84}MInlkw$f!>Xi`8W%)anCUJ8pTq
z>k3!sjq|R;apIy4M4$gCA{`><E3iH>+UyjmX$tddNW6Uo*=Wzztu6>=m~($STugr+
zba?Q)#*hSH7bFh*!9>;$;NanKg77^4Fgqsu;61)Y%O_+TZ9*2tUX-3paP3IWMLt9x
zs~`cw%bbbvUy$);&1X+s&37=(1PYYgzo+m21x+1q@7NJ8Q|@AtyTLaL<7BS_FaP%(
zx|%TbN+I+>_ehZ}Siesd&<frDpOmH9f4B9`{u8yog%+hS6?#B<kt<awo@#{HLKOvl
zwq46*Nwlt&x@Er~H<laoW*w%+t&WSzdVc&$oXCyVhIlN0Ul?%GCY2NeE2=IlK@88-
zA1cIA+x~}3P)<b}g!$;t=hAH{X{2N*c<ZBigAE7~KDTC;Am@d+fb4dlTzyYkz35j4
zQ|n>6H|bS&j8$_B5zM@Lux}N30e7LVth`z)s9P0`x4ePo{~6e+Jwp@yPVyc(!I<0$
zk!TBPYg1pdDo_tEx?G>Su5<bA7hm>(<%Z~;>{V2J!4-VgAoMj&GP)bdPhk<dA-w%|
z6ys#qa=oz?Q{An9eC3w9tay<O8_O#gn!<;>IcZOHsU?N?m&LYARsTBtB``_JQZkaw
z@K4f-0woyUguGPoE|-k~Zq;F1YA2oV$zofWN+*-u{rLLf%><x;uT?41ps^WNmjV(n
zwG!!(EC_SjCw?PXN29T)@QJI-gV<&EK_wIYEyWDGU!{6I8fnZw2A!452OK_~Fc7<_
zIhuato3PxKrOzvEyQ%}r*v;67vp%yl+d>cd!ZZOHZ?UL*Q;)B{S{EoAzbWbo98d0e
zVn!tbplp2eshYB{V!Ag~y({5*sxZ^IdH3zdt*ht1l!+u-Q9skpJw*c6krkBc%c@qD
z!Ps_4;V&ndI{)F6A9nU~SvL%i<5k+mc+VO;f2=7)dzroNl%p1*-M~EX3wXW7#H6|^
zqlftM55sa+Bl12Mn?rZmEYwE^Zecmpzc8un0gVtPKP)g6UJ(D})8ppm$)j9Z)^JfL
zfe;wC)Iy8p8%a~;cd0XH-_RY)lJ6j9{s3fD<U??Dj!&2i8Jg6o*^w1ByCfc~J(DJ9
z_m+ViWqDwVjB-`)9``|Z-)>ie>>LAM@5W>&7fEu_pM1UE>+GI;Y{D?Ttnszv<l}wK
zo6SFsQ>Wv;Q41g|xi2TWmoZ_RtKMzZwp-A%nks%Dp)iP{QCV7uaK2&ThI?`BV{_h{
zA7sS&0}{VXDM1UD&ug=jZsY#+ECM=7lK7LU-{0YN60pOn4Sfza0zV^DY!@&zcHqo~
zl$#K(cFEP{g|gmdcK_w5PEl%>raD~Gt4uP&D!gwNxJD(4_6Wkq)KiTVOoO<MhA(w^
z(wOV;emJSF<kuQNt2O}xA&UIapf1klK2yBVVfm>!>NHCYW7_4{R{-#ekpwOeC512R
zfskbOyXE=ku!Fr5!Z6tZn!vQcPOIxi2j7e}k(iqJSuRY1#s>nqynQ|J{4_+DcJ@2P
zY8r9god^|fkcU_iYMGOY{7S?PTy~~!=!#hzE--WHN_>zA3;D{lX-45Tpcy6iqsZU}
z2vw@FX7(~EnkYogp#+ex!fp(Tf(h%yT;z*YD9@6o)p+UXwGWwpxOC%c1>Z-+(j}}(
z|3B2dS5#B&*Y+C)ML-1UJxVVEN>xFk@X$mAM0$yc^d{0JBoygQKtO6}iii;DMI`hp
zAiWcchzfxOB`ipJ_VWMk?;Gzvcu#gY*ar+4gRBtNUDmwkyyow6OhybeFHN5UHp?g~
z)Eev~9DfMT0=TxeWSk6VqS#g$R~tIgzs1?rXZXBRYW*ftEIF9zyC~r0{2JPhb%8C`
zuMgl2*H?_q2wrM=VDR!Yd&z3zP^vwDMKgGr>j~tgdE#{o2AK4Du1M40T0fx#^Km8z
zJNLGrX2MQ?km6mM&R!YUN&~TfKt@>IIr3RqY6i!2Mkq#?nuc{w6Qb}CVZG2~D4&M5
zGlrrC<oa`-MEx}74cK`Y|A{{7S=kL2|JK9{oPp}O5gM{IW+4!Y|9QRt7Ek|8cge5e
z*#}swsx9=AD9P7&v25*rHK9gGN4e1SZ4~)_TbA{D>fU@|sX08~sZ7I5_wL>@-NlAu
z%iTk;>Iz5&<!s7v_mHCI+AoK#jSBOXe#$hmMw?B;hnyovl%=A*@~y{2#V)+aye-T~
zK5uOUOpzw3RY=j0w#$JVDa;OOdbOdnQ15{CTgx)FnG+7`R+ee&_X0G~P1Kl*D6IGX
zg7JpJ3lZ)PN#ccO`LuT$P_Z1F;6iss_KV3c5`Q_4n_vIY`14-~FZKy0WtA7$e+Ncz
zwc81QJ~Q-oh($gko=vLm-@Z2;bSmLag5ZZ2?=!Ae1lfKOC{U#EQ8SP#K-^|u8vX|P
z5m0uI$dIT3^YQ+}BA}DfpZhkBp3fkQtsy#$?dtqv-oYgkDF!r{ulVoUJ`+@z&aQU=
z3bf5OA$~`*_k7UVyne+dkT+DWysh4e<Kwq?BWppc^S}K61SkBBl7x2P&FB{>4|Q9r
ziiT`)h>Jacm}|D<JCz=4{rU9xd%CbcFTM@4vK;&w!FpmAK)*;R!j)jz>u{lC$_w8i
z7*fRIX=;1ylCssDY9%K7Upu5k=d+{?O`jGB`8h~iV9kShpcnnSadiVduMxf&_vV|V
zlJ^dMZ-3gDqd8VrzkC?s^-}F)DzEqU>6CVX&|GNqIChvfG#*;FpK=+Ltux;x9KDeD
zE^f`(AwOH)AR8TQr)<9N`E+IdBWODn@%WrzB9)O^k98(v7Ngf^v&uq(?S%P=t}%hv
z0}FXf0)C4azSEW;x_zce_0DjVwoJj*Gsc5h4kS0K%T!a5qBz^Z2yFPqj+T3VO!BOL
zpf)Yi8q!m>XP;<#{~>CmWwR0Dk80TJTYUrWf<c7QtuDnu4Yjq&z0m9I3zx)bb|-Ty
zZOaqO$R3{G-AiSe>%AY!11|me7Hu3ya;_sv?gqa_4ueUnz0H?;>s3PB-}lDl69Sz%
zk@meJw_{%T>()s<QffGT24PS^0VCC@yb$$uqk&xztyb2Fyi9PPa-HxF6uRx87tWn8
z=6$+9NGIk=!pBzYpop`iK1et-_^CkAT_z9UM<aoP;)<~0188JBs>>SX7O26o{#h&%
zPqLTq7ywNg&V|I0o>2=Zk_7+0;Mun9s$y!(_^ot*pZ+~kSTWn+yKkV_Afrr7SoS+Q
z6<deH^OPf}l#nyHy5M+aTl+AZ$xOr9hHAuJxxEZ79bMf7+e;rzD6Pp=dN03SGdXow
zfj8d}3hqXOx&|0~h~u{;^Qm@~_oKd7jGFZAy`NAI(!cf{fiag$J1dPbXPp)7cqS<l
zxNvdR8`h0KYJB&%bp-b0i#Gmoy8P>&N7UsXY)psPNE$!2ED+5Yg1$?wsUWP@1mc$O
zIF{%sEI8F=OQeRlDv8wRDp9}l4vu>O_1)OIIs6P+QLmD6lbS^dT(34;AEi#$|0DoK
zH#(Ne`Np>AA1BOA3m-ok%|3Wl|Kzm7JgFZvASRfg7j4&3QKj6gY#|>SwS8GfywCh8
z<>PyB?Vw`RUvd35M9LxJ)CnFgfCTAMbxE|*6Seq5aH)F^fJelO?V+L6k_{H;OplRk
zSGsxc^n`ls;aei?Ul+bV{hpe6`^+QYO@lL`zh+ew@>67NZPoQU8J4~3<2SxMes>ik
z58wiQoe53@IhGHuT+=K573y-GPIdAWklA_kHoG+QD}W<$z>@}gt{J{*ET!<P+2oKE
zJ?IO)bhbOb@akpOkK(X?WB4Vco#l^FL>2jB&lPALE@IMIrk}Y90v=)aC7ogMm*!^7
z0}H=>`5}Af45z7e-v4Sch5kGBKWNWhwcC^Vz|*vALLe)5bu}%n(qodZ24~ojJtLWw
zaAh|l>r8?eo=#G-^2SM1;=7^hgjXCZY)hTlvqW261FI|(_GeGa=p<*~f-LB$|G-zI
zickOj-tipxL{>sv2WB?p)cPFcb4;TjOnNUat{MuId0D8sI1N5{7JRYb&qhZ~X<nvH
z$zACxrJ)XX5FgOoRj3H&GYHkQC4m=86h|*l%jf;<k-?v`j_4flILwnO`ShzxtO2y5
zd%*iw$YLqJi9PEMXKR;y2dLR*Z!ilPafydn-{Xj=sZrIxVU`7r<C>k&dNgqm9F27{
zet~2pzD?g;xw&KgX(r$XzoA(ua_-!R;fGt+&)LE~clf2=zsg^J-6aS9JC#!ZOC0(C
z)%R@;$8~Sn0b#Bgick&1&7fvamBNASCFpP=ljiJSVZ=s<D<N&yoRHSVznWh2!zQ*Z
z!wqyNwe3F1Z0rC8_1{n6Atj<&KlHc`SGewayX7iIJ#PS0J_g|ZF*)`33x1WNOU=~e
zN0<<O$~F}){^DP@%qxyJ;;JbnENw_-vvFTK$M=x$5cDDc`AeouqDjKk*ngbHgHR@n
zcSGr|5HLbSZa}s2m&Y7K-wkrN+|hE8=-jdEKOG`<IP*Ko?k-*`O_V<W|KtwIe$l)_
z5h29&r(LiOvF%S%w_0@2L7-hThfz1#hFh;|IF9K&59gd}>UO{Ncg$n|U&$~Y9HqjZ
zz+S*W_6us0l@H|swj(|etG5x-a@!rzeP4X8Og1t`h}ACdB=)~%zS;8V#Gi15o)e>@
zm{OYo=Zc?%a&E#upPUk<re#DTze29c-c6Lb``?M8u>Zj$5mK5+si&fm99FcM6KH~_
zJOU0z9AUx!HTFw3i?;9~Ur%>$rZN#d{y+T(*ROX9x{5731}rHREV_#!-<q2I*9z1t
zOqVGh8tP6ypO;tsRSJ`g@&S{!+TeawH_%x|)b8RBOs#ycTH*Pq)<afy=|zh*Z>`mn
zgam=JnvU?BAo=MP6^n$pGZR@iaXqXoA(+mfPtMad?U!$LuP)eLA9^+5FS}=TQajH>
z_dO5_8g5yawqW9*YzR4`ZD$^|7e&94glFwltzB6hnP}3#VJV0Y@T$U?KYDl|TYse_
zid{|k_I@AaW}@sSj*~W(*Az{54^byQZ2nrD(bJ2B=G*0)x#y3iWa1qk>qp`Hy(6z!
zQ8%t$%Q!{i;(Wl)$?X)O{`K^P4kC=~4qo28iy`dybSO>)NU7|g*+QbGv=8<q+#YbX
z#)jU*ie&U53cLq*3W!mEFSi_nHO58~mq4r$T_9C}<U0e}sC?;PUb;8-u{FWj?52)v
zRPErzH(BUYrVL(4xR6dLypyW5;gdp0>&}Ds+iS^L_Rr2<l&JE*pla}pK@u#8(4Be>
z;fuTk@tjd)uz~z%#+MI@MTBxTKuqE3&^m@)+?qlPmKlR^-mF@2us2W%`*hp;kk8Rr
zMm*(}H$#oxZ@3R~4$ea{Am5~oI>-UFYx%Z@E4DpX7sB)8?ucbCP<968^1oP>CycRc
z=?Ws|B}Fg&e840>r}RcmJPc|y0T-k7p&RfRyd~lO$Uw76R|SyW?fP-<%A@nOORIfj
zPS$+OdNN!A%U^Wwa*G>$z%KBR;)xXlOZ!Qxt5@r$cIP^g^4PCej9xtJf6~}^T@O8)
zZ9iGG6@)2G{PLA7lj!dJfGhq?3*_j;>>Z@E1EfK&;g(o!spUwXkm$961i6OsSbqOb
zgr2Kt|J&QmXKL=H*JZyp^lrKy#b(;&RTIqG0$%r@?8<Fz$nY~(zuU|@NLS<ptO19=
zQI4E>uD1J$tnMz%Q$#lZ%40*ejOX5mR4p^IskFa?ES>8&`Ib3|SBu1YVZdWQYlmD2
zY7K)&uL-~y9DrfdvvC_N+%EaLZ7tVL>5l94Cu*O)*L>F5=A&cQ5dpjVqcpFky0BcR
zf<Y+l&3{e2`Fc{p4Aui1hm;_$R+rpaCru#qLQ8dg=|``-RafKRva8o&zTEpJD8+j^
zLbJOx@m?~1T(Tfs>XaKs75MB=v>9Jt#rPAnrVKlXb>~p^>$CTg9)0@~<$JyR2SvNR
zh8NN0->-u-1LcQR*tK#n1u7Q8untdb7bmQFqS@sonkL&LD-9Sk==huS!1TJnS!X*z
z;XkLyIy#7Y@+}W+lSEnNjx729k5%@`U3T8of>nXAx9Q)nAiC5RC0=<mr?k)&%rOvA
zUDzh!DzXLT22rhhpWW69artB7MU1t2X)d43%jLL)SMAkT#JRc6UOX~j9(oFnLuoPz
zd>Si()tCpTc~4)sv+rO?^jvF>?of80<#$bf@;OyV)gn)!*6wq?PvBxO=dWvvdA~WZ
z+Ot0}qqv2NZdK?7m?sV_(6TBs=eGuUL+?(Fw%IS=>ZvSJ4=u=c8vlX^{NUy0W+}PK
z+ksC@6J?nH`{wt*e+D_}delm+4>}pf+aU+Yu0dnlSvAuMWe(`OSt|ZvLMxMudm=C5
z3?qd%ns#kpKsMiPbfi#o|Alx`T{lo^jhG0OKs!_tREKH`MdQt^_~@I0Nu3d{bva@m
z`RHrxxYV=e&n})i(&6MtH4>?7i+#W=d`E}{BFD7_6+()Q6N1;alRKoBtmG>dVj4ab
z-jQ?AX8-c_@}ro}$Hkj9EY2X2mvf({N?|1g_oY1Oms8y7CCLVhH(VJP)X9yVarqXR
z`ZnTLO``NE`j;2<cfcu)_(|6GfHz7MR{W?YU;XL8H>2QS9b2xUKgZ1f4;P}0VPPwN
zPwrFDE-~41TQ`zyiR#j)7!r4SarLSB>k4sDLJnYT9B20Vf{J(}S!0Jzeh9f3tSav`
zxTt<&!hq-E+C-h+N2<dCUSsk<^KN;*Nyr(ggNC!YA3DCAKGstj65W>!+RqodD%%Mf
zAFGjiCSe}F2@c{w?S`SZ_PTs=CM!tQ?C)2cDzkZ!@K8fnimtpbRqWY0mM)Y3%#F0+
z2qq~8jYKW2<jhF$KjJ#>Bbx&b;{&*cqb@9D$5PGYC;w<iX^ym~dgrdFnaKL9!{Njh
z-M!w2Xqna%bsg|{+6@CWOn|Isr8RKV@TcgE!wm_t_tXm8<MTZ3s5VWff<VkT-icI7
zZPdJsoP=_8FeAr>p#-}oIEzH|7jJ)jm7l-hFVzUpNV}y86?1ztFUKcFcFF88HWA<;
zA*dfI@Qt)2HE6vnUUUr&SfV)}H-#;!#G0z+R@q7zgxz4iHa7E^Q#s-V>b2r4X!s<r
zsgZ@H$)Gmf@-x|FAai4mz}kc11omVdpVI^<F^%F8*lcmtry5<%j!m&k$!nW8x{5E%
zCLWKF?gF?<<OHatIg05}`gLM=Q)Mnbg|?$F^d|MPd-$#Q5xb|vK3q=d{8r!x*Zq1*
zM?yDfJAF*EaUI%l21Kk2RfO0Y=a5{d5U}?lkr*zYO`^d4rV-bzRyn@r42j<wqY+Qi
z8;X<?AxDX_#6XnCJ|NA3K>99x3^80Eph(Dq=TEPTDTcdP=P}qUwRzuv%6Aj~23=1D
z-<<DV$OD@1BHV~T%h?eB?A(ynlcH|Zn3Kb2@p9QfHnhm~^@Vc+TEv2{44+Kl7XUqQ
zs}KTr%?%VcfbPwnqOi5pE>z4jXvZCtT`bk&`C{<E1TU7{d$Zs|iP@eEM5;{riSR3k
zslL96bt+`v@HTjSxP69;$P<ZmhYJGvq#YoEd=)qEJ^|QvYYI2bRLeUhI=<8REtlY&
zt$i)Nm~6Io<!*>W$PE~n)Uh0Z)#18PtRefI-26TzsH%{R5xp#x>u<BUnp>J%vvU98
z(CWVZ^&NdJucS=KB|7|~?6BrdiUE3UziXTiVb=7~{sElXJ@{snO?#|(Zn0Jub41^r
z0XzN?urEs*NAU)rYx_z3Z<1}C=Mr`;_6*&ui>@arvAiE0q7yQLgxPbN8NPe;B4V`Q
z{DI$WgwTH?VXk96vI7k)NwFe1Dg3iE5kTv=RgzWguW9KV(`^0DmO^uymfu9`Et#Kv
zYECyZ{VesVcBNoBn6X|hroqK2!>f8ovQpD#?vBam=|tIe7$BvC-%9HWzu+nTt@$O8
zWBg#ER_oz_rmmjHyT5BBN5+d>2c99W{3lL$8)qT@Fv>ED!MFNm1e5eBhL>RD-s~H2
zd%k_=hkxS#jwZ&I4?+hfv%!}zGBIBRmB??v6$+7h`>9lZ`%&3+0aG9-RO`Vu@kFD%
zU|c(>3og{`b_4I?`FZ&8$-$SO!ha+b#J^pr{@$G^&dR=)(G$B?vHTEXdgs#lB1joV
z1YGjv^layDoQ>fA&v8v!k@1qSo(;rCs(f(l{|vU)6c+t0h-iEg5lV8()QXxiCU9rE
zBlF^Oi#&7X%Nlar)7&1K^N0mL4vJ1MFkzT~_;=3b|DAIK_&4kOJRzvw?5`A-sNOfE
zBKuPc-&z7f?jENp-8Y>y>6A$pj<KWLlaVSHyI{}<k^39xvEPRjpZTwtfe1}PLlCUQ
z(ru%5qIZ9puWCj{Ig4Wmspa?G3|n9Ns4~8vMz-$?@g?|a%N|(mTkJ+sxYGuv`&O7u
z+uSY<x`Tc)Rf8#4T&Cvf=5h&Z577<LUx=usql1Kx-uJ7oy^2<B0h=Ji(f@;E5nUfm
z74aN2Ddo5wZBJb39rSIVu8%tBVA+x<zOofn{GKCy<mIiML6jqmeh0}+MJvzEr9W;V
zo|!&r6S>(j?-O-wEu%jo65IbwDLVS4X46bSp_2WSPe8cKtoo9`;G%TNUmcXs)#2fg
zONjs|m0Af4^dsMDOg?BxcW)b|Hk?Wg(m60_2=fVorFe8OIPsv|YQh&lK9cUh7M#K@
zOEY4G?LMAD{jobdan($F3&eG2xbcGzX7`iA^v2fM+k9fNZY2F=R(i#ZbC^*WaE0s5
z3~o2BX_n{pzy`~Wd68_H63G$40J_<a8sIEEBTm48p}ZaCIyD^us{zOx!p&}8S8P}`
z_2s;rvqfURyGzgs-w#es$%QJt|Mv9^1`v&{3=byD?X>Cie*ZqF4IV6AK>=*fHvvzB
zLAaAx4UQl~Op8a?TT<Ak?#-&$3)lg*)SOL&@|>GF6fud7?~_|~&$fcKn67Qv(e*Q)
z?Wh7m$#MW_DNEtl=|!JGFsQ?Njm)&CYbwHAnZ~Pdw}X4=BWm~_Ub#5b@~q@Q9ic*&
zLWF_ov;c$@aP1A^7O=f8aEoqW(ax8<EpI>8d0M_kzNcx!nS1KvgKJG{^K6Kgz1x~&
z;1x~?BO=JrTu8Db9QE4!z}Z$poUE~g0}mrv1C`PEC_YhtCHAqNF=vY#>ZcEP;0(YB
z=`wJu9F&f?Gm~L9IM3?!LjP`mkNV-0Ocg?lHWFf(()y6vjcB1ARfl_n2|Gj>b6OOR
zU7;bQy;^an|L9=xOmaWk)zcQP;Ia1TRR6Vs`!fk-XW$iW4Bed8&AM3Mf7AOLjx|%O
zg+MC_b7#H>vh_n7TIe9?#xj|0|M!}mcR>ccKXM#fr_haCD0?s)=o>ee*Y{;{`I@#L
zNKKxLuVm(a5SbNJP&>2_Pb=aB(#bI7qUJ4PMK5|uVB_mogtSxTh~qknLE`PKiJmjt
z1Nrag6u;lTy?ph{`auxA=?Rq}KpFzO&W%EnED6|dIo*BBOuYufs@%7=d5e$?ST-Bq
z3~$r(l$L?#lq>)a?Ly6~_d8q#WI+b8Y{LviCA`WQwVuW^UcB@xecV;#eY~)qo?orG
z?PH!NK~FoSEiQq<t1!Y4>}&O1QbjE^uVH#Effzzszl}y)c8*{(%IhY`9u~{cXV+q&
z)W-~gP}5Dh><6}4;GkiUe|K&Tl{ert69^zzo3`KCH0J$D;+Yr;8F#5Qbbo5qb9Px5
z*J{Uh|HdH(+_s%T5DE6<cE53a&MdAzF1n#AJh&%2C1kM>6L)#)yy-9^)@u9efRxLH
zJCO60qSps&)M!lDH3e>PxF6TeQlJ%v@0S6|UJHJFFPo@=<iexG4MstcsJkVF)`L))
zvre7Lr+#41!`6zRr#0DuBV8b6Jw>lK(<4u?KZO0aMJRrR>&fw^6y5o2o3}j2P(HW?
z4iH4!&Pr4wB~Gib_$>83hsDY7;b-SeL%e$10?T*}A{0cW)ci+-u*|5nH|V;fzI}GU
zwv%>oI#3#6xRLv~IkoH0@v9|6k#7laF6lIaBHAFK0j@&^{F${C;|<A9RD1{B1e-x+
zNL)`_bxdhy#2k-mogSOyM|oX0x?b#BQM08QwieyJR5er-T0ZsW%E2`kCsJiw<`5>S
zLlwbCK;z}W{XpU~phLX7Y1&HojE>lxUTbXnoW1h6-7qG_*`&hlk(gwK7zo(4klZx`
zUkm}cq&aKwXxb@+i4k0fxF1_1Ht}}qexa=TsNA>wtG7?7#+ix?)n-LP*c8L3KrQC0
zRu3%62oxk4iWIYc0R<H-%|z&KJ~5gUIiq2_!ABEA@DjyNEF#}`RH}#P4ct}D7x_n0
zIxCCV7(2<~1G(IRr&hx}Sp{tobkw4D**76|3a58qf(>}p-?l`s5G(dGh}GLueEFT_
z8Ro_@ZRrQ66>FGJ-y)M505!tW8g^HYh&2RU%UHOV;Hlvb$MnC)x8Zgpr$^*nGqgTM
zDGY-QRfs=ak`fFW+wXHAzd-Ba@N{cwjD4F!9o!*d+WF=LO7@OFwd~EZJIPn(_#Wmv
z{lVR=a|7%=klkW1@7=n_Iv>66+GDt%0IO#m$j>)U>flfDtyZwKao<z1cDyviS&KK9
z6WLqjgxu$fmcB&$P8-E>$|IF23<QNfSzuBCchTMANX-Cx(%8CG_p~GFyX>PNLCf!Q
zY4|d5hpB3r$N(wV>-{+uzhZQ$GVrrYDvJiGPRlQq#p?%7mR+#$b}py&6!mT!BW%>4
zL1k~2>doxQvBed+$Fb6JueltP&lrEsfc!FoAV5<#`fvY2G8o^X=DR?xU+H=kNRReC
zzJ>*hNQVRW{)J4vc>@kt)HBo&{WNU%5f+qWJe^4cq?;+PabSMsWb-ZR=j3D~hFC8H
zE{2B$dO5NL?JMk@rl>Xeb`%Y2NxOQP+v0HQ<tCySw;wfQ?GKad*m4nGy(sE4oW=+$
zS1<c6!f3-5wIHjI|Ij!AM;C`@AT#{HvF_&Z{|a%^pH{ZMvq<#Fwn!iGGXED67e>c%
z^_y%XA`<-Y@23%doA5}O(4m_vSuHsbkE8|W=8PO1s#jg@8YVV-jTZPN4o)utTjX1y
zs98}IJQvvRCqpkH`!>COXy5m?gX4LZt?cZECpoRk&c8f2)GhWt=pAIv34C)bkW>>=
zrUQH?n3)m1if(+>6!LsL^3SZ;>n}(A_7g?dgAB93gn1wJgRWXK7rqvQxhf%w4K;yw
zDuf*zAROLr{oEf|A}KHC=d3(JyV&r((NmiTP79Y}*JrdG^}DOCx(=;m{z;>-V;>Sg
zX^bpwYE=yI_7!T5J~U>VH!8ov-9LHi$-yr<rhyC72Q#KQj1Atryqu>tVGT#SRfHoD
z6@n$-`~^F&VjoyeluY>`hv6}qE^pOMl&x|x;bBhRyRnlF$C@Ail>iz|wBLCHz(G<J
zi=-ji;v-<cv1D&)mbzfr9u%3OEqfu7PV1dj!RehMMZHNl1nj$rfHr^{xK13CFJ?bb
zUwLkNn}=J`c7Wb*h|@(fcx@zC_p}d~G4eTkThoe~q@d7ojy4Y!hB+H~{IZ<d+fM5f
z7P2nP)hU=)5OhvhX}Ym~?*ai^(o2)*m`1sQg?L)zx{&I33j(^+TkscuV%f)7Ba2;z
z6a%w{kM43~Q>#2esj}dp=>&WZUi0lW22Im^BX?QwbCL3~>6p$6*TsOUm7lyWT}-F4
zt(w`M9`ySi%vGYgRA}6uG-2RQ72+8XmEZ17tTN5)%{jQ*!)%?KH*xj3v}Ne4Aoj?`
z2u%ZOS;y57$xR$SY{NJLCxDcK#{LUoKngBtHFGx|VV!auroTN5G7zLY(6y^HYmrKm
zp)+VjEDrRePr;l)pzQknGH}R^Z-Og?;{Lv`6hQZ&7LCHZIfE6&Ojq7HzBC(krKfad
zo@)9e_dFQv)?f;81<gup+wF-1n|eJ`$V(IfpoE@P?s&3zdMu&xlKHcrH$U2c`7nAE
zTpsQ2l3a2${ufJ3;c(h$2A3NP<rZMJX3u@p+tyw~s?%AQ^0t^Y3@O?S8x?O4J9j|%
zkl*p_b1Q_;;R?9fb^!{sUOv<x*~Jy`1AcZ}^gh~+(`<gqrSM12*Qm8Fr#wOSlhzXN
zGe!embj3#uJN3=q+d)EtuSSO$ZeV(kx2Gs7zH8{Z&(ju@%d9uu70fxWco^Iez5a7G
zXXEIv9Wfw15Dyycd9EGB9;PU*(Q@8vR|5IHCo$Oh%|b_uC0`Gyc)q79WQ6C5i_Sk+
zI-#X7_I4Elc~fC`#Mzy=WP@S_g3YHIK2ab1flK6XeY|+DYfoTHC-|6GxcKE&eH9>!
zeA^9LThW<zHVu5NAN37Pc8G-7kS6+4YB1u%zpfg{49L9x_T8wY`KpDK(}fS^f@y8A
zwaOxn8FUYtq5V!^$?6W4N#pVcC%UiArQn01mGlc;>x-{mSY?OwJmnlb`)yF=019Gl
z{{bhPM#p8^$l_cy?ex!^w{lYU1dM5;u}eJ)j)6X+?J;ke{Yel1k>Gk7G#q@|vS1?u
z_PFCRMTh{yM-u$Ih!m|%laKYEQU~nsyjf{1NK&4y*pjDXk96^Ubp+W?q=bSuHVD}Z
zW5BvWUpQPLx~BRzE`_bg_648V8CG~0d0vcS_B7yZJ98s^vdOlk6Ay30(qG&J<krr8
zdr;E>os6V^6eTA*D1zmKfg2PETd&xag!RF|&Z=}WD(27-#pUp;$t<65Po%x6B~|KT
z*+F`~Cv#xHGgZZwuC+u6Ig|8;xQzOkvumpXWp>Wp512{PnQ+DC;Fa`l?R*Ly8*545
zFjmw#fAwy}9X`xBi_#iymvsXMcK(8~OIqdwpy!<}bAB2-%IAis{au~qe@r*O#|UnI
zSATsz_Fi)MKKWtD{Uy>dHNJe7cD{U$V`Z>yHjZT(?wb9}Uensqt*P~x|KV?X=Xm<8
zu~TA*`Zd<Y-!#Vk3czJahgz)3=I(HsNXukj`nBji7hQ~4={-F-5gN3sRe$>SOHqYO
z+mM&6A7N{GFd-0RyGim)G9m622Zp1%^WMzHfH881VPCWU+gMlM4JX0jn6_5?-fW5X
zB+@EaMPH`A1Uusu-u(;tF>;e!LGqdHU<tvl-_PINkJJ=wB8<nh8;BiUyyIJ;^Cs7U
z&t~CG#yN9c+u>uY12f-`m>5tYa(ruiftA*Ml159eFJ_&Qvo&g-4fr%FvRl^`e*UGt
z3I1tDrNv^HpfC%P6@j3>);L3!Lr%f!_9?O~W_E!@%j8Fi$0{tkhHsuUeyW}4biB<l
z=Djc$g2C}qivO;;g&h!cg``JLs4kk1Rh3X=h);qS+ZIbgMH@40-J8=V9#UVuC0*8T
zJB@U_4Xrw))VaaVdHMb|7Z#u`1g&14yV4;8SoX%QE}6%fwHUC}JJ>Ao4zaZOJsWLd
zTY$LoF&t%*P}C;cY1)*7^e521%aDu*-Rq5~Kz2aQJ<@|Ez4OS&|2QdJ;>!$(jv0Q*
zc-{}r4=xMU4!#h9P3W%nhB3H9vIlg10Q{|p_e<sR=j%Gf4#b*@V5_%@gQ`RP&BGv;
zZc`*e1Ji{){|CDOBNb3{Rj@JqO;tj1{VS^971*s;S8okF+-v%1xZSbqOc{yTOl3l}
zoWC;&RD#_pad;Tn9H9lEKocsk_232bx@3<)+HRE`lfdsMfz`T_8L|oA1L@oPf2<J?
zq7q+lh^kHE8f(%kLQtf3YI1;(2(*6Qy?Jq_u{|ueN&CF2R8nh#Qw-!uhB4^%0rcD<
zKzE(UmZ0lEFrJ6df$Im!U$Uzyw#IWfz2=#-nJDE9BjpQqRiTbW)^t+pxewHId|ykQ
z)$36ZMhH>!U|y`TNOtP04)NwBBp>2_?w@M-Z8dz@g~E_N(WX4b9_i2Dw92D;uO!;K
zn_#gj$GHT_O$>$O)5d;Zia-~f9>Gy&7gENG@(yN*ajfG`bLn`RIi7KDLFg_eIrliC
zOOT(cRLmMl;{a(|ClpYO_|YO0Z10)PI_g8P63{f`xlK4VssT-vXux#H+I+(N<E-cU
z>tD!KP~0kN@;8+NIut6S*jxxMWzg;+ugk<c7sFEyZ+-s?RnZt%8aa>q)r{{X&*SYs
zgHUOT_&Z>yD=#f3pb+`H`zW~kQeJ9NpM3GbmH}&aXQe>YD-G(b^6W<Tz%Y6NOEAHl
zFafNz<IkYJ+Z^Oc|A8$En0?hSEu{p^G=zvxd(YyGS_#{E^|r^AGDeq``XPZ5s>y4~
z(diC4V4G|T5lTx1ov#6~AAu6|Id~o0jTJ(Of^VQkkvPHh+FP8gICKj=3wn|m7VxT6
zmfJf?sVz?9X)&q#jkxy}$8(={Q0+u|!Vx};APZs<o3MP8YYdb&4;GS<v#8+9%xfZA
z3_+ocyHTIx)?D$o*3hZ^sb%Y7vdmPvzMEH^_y2qX?hc*PyV%Mu|1c(qj=|Ia$aBDQ
z4G#9zG*d-M5yX9p$f6*nIj;RG;zP-=%oU-f&(pcDNFp5tfGsGlhIi#lGyuWtfbx*|
z?M%Dha?_pu36d`xUbq&vF0$U1%1>!rmac>wwU1ka!$DU}0o&!GLQzA*G|==!ot1iJ
zdPj{klL}*|fqPOND*4Z?T2KB)>TFiPk87gV$6s|C(*l=*uR|>`Xc`2R=bS@1!xx=M
zZ<~Q0zi=nNjWpg-)qIxE$#bmFnvQbFq+J1B#Pm{2gnt*NSd;w+iVc)kEiP$M-&3sD
z?X|mb%t%4&A=Vi0#(%788r6rG=>jI8xh6iimv^^B&0RDdA<+BC1uPTH86BTz8K;6;
z%<0|iS=5Z3Gj!+7dpG6Sma#p&%6E!Y=~7D2i!E(6C-`e&&N<L#b`0K#=_;otBgKa>
zfWn5v+W<IQ2*QIk)b~`Leo3sE0Nye4hTBNg@I=8i3ulZOwZ@qM?}0Dv>j14}%Mh3C
zUhFvu!oi~3)U90X)Q841qECxha|L5p`|f5SdLLESiw+~NQ5>l09rCnkT>Uv}wzo2_
z(Y;8%(cAvd$^|3wWaHo`kJx#dA_h6U%EQ+Rij)Q!aBzYtZegSo#*RD>eA;A)mk*R`
z96uBC?C^tA<0m(7!G3<z?e0_Th=GFi0j}Su-9j+R{{^rRjY)n4hF%!^F9)%thjRhb
ztu2N|)@u>!O6T=>wK)BzR8FGF_d+Bs!PJTdMV}xUxAFVX-oNK0rMe(=Aom#o_9_?O
zN`UcGTB(_^wK8ZuuFH2}t_RB4A#YISrm0GJsQ5GIx%HI1Snju2*Lk*>#SahP$zImA
z92A9IgOFGODcnGzf9D+f{J#*_wDTc-NMT#bot8|pZ?B6PXIoIZmnqaKnae#`?F*mP
zYtm`D3{7re6l~L)|FkyV(@K*;4&ns2>w((!OqOYO`8prxnc=n%6Qg`4AHKxIL+HIY
zon;1~KBz9O4o)BrKHI^8oB<&h&k))l37pA+7}gPwW`)qQl{2rfFMqASa0(H1;*!TS
zpX&`hY{r*>H>nb>mr8=i-L$)z|86XM^?Z|Bloo8p+3_m(_(*TdI0D2GR)XzQG!bkc
zE?V;(fL50Fg(WJ7$!WQjiItm;Gd0v!YP?Lf)(vB#900I?A<}^WD5iWI1dc#yKq6J2
z@I9y4t&Jr%XWf%ITuHw<=1g_t2U%Zw(~DUT6HdRs@Emdto(;z4|3bFpu|lxj`%~CI
z_rb(iDU46^A^_h+_pIoxS0uk}k2aWIWXRf;RGot?4cAL7K*SJ(N&}$5rxeP?H^zpi
z6Fj^QBq2EfC6nnI1k8CY)1Ti%%{O4fdaEv2JfE)e`er1&@eqVc>}*Knl0{KndUzy^
zVqE(<trPTVe*crstTD18mHFL*n(V2eC*+$-GFwg8AF+x=Xl_zF8gChbQdv!@U(atX
z&#Jw2Pjt#-<d<g4-C*#nq<_MG{gx~dM10iqL}{>kk|oF2y<Oo`V5shP?$0L}-_p{r
z`qE!8uf+afNrngq*X0V?h!#kc@ee(`5Lt(!L<Q?akKoBPWx(9eKe*hzw(!Q=)}}BJ
zgSa~TVB*8;$FE<>>oYucOjQg&T5ImYfb`goQ?#)TDdJeN$}O|bRUrcHP1!xyB858p
zBxaZ2r~5>%6!c@SMCPOxy3u_bUyztwBDqjM(9~&T{K8eCYCUikw<ZU%+Q#<63i2s8
z#|%F{pNND(*y_3by3V{~)^$u0%oVzHVFwP3ke?y!>~9(_9j||F7jCPvUi@isPA~gQ
z{3%6_PRE9(mHn2F%%t&%Kc0WlBwb){p&N|VgD$Y9axMJktm%#*!Kw`TVr~#k*9bO-
z!D?-Hz(s_|65jUhDdV-idvo+<0zoWyab_RWX%C#Q4M}&6$ghy^94w1U@Y1bdA7K)o
z>qWynV1mdIG%NCw0g-3@NuJ3pMJ@E!++ulchFZL_Tiqi+^7isshP|1nsD1Q%&6}v9
zpNO*{mE>jxE%7;)EJZP;Cesu{@_YH?cBj@^)b3*mU#`mazwurN0!oLTKM}Tj5MTCc
zb9kf@@(APLr@dK0Daz^eJ=uJZ`cYBswnuX@Z#u?&A#Y$MQBQo2^)2z{G+Hht1zBsk
zb`*_uPm4i;8pfYwy&X7jjj!?&>f)%gF#4PI=+ik?rr1XvHt7?wjF+G`gVUsOK>CUw
z5C(!nYl(FFOBX(QZv3gYxRc=0l(8|9rx;ee^%S*Ta;S1RhmR&;NzZ`vwQ6Y)nFEIA
z-8a^&g@1le?s%s>=p&x4dhBCx)+{nh=eX`VCb|6vLkbp*7#DLoQG7KB=}N$It)g2p
z<48Z>Ji&WUCB<@7&ssG8Tl`Vq#lh8*$Co~aGGWxn2-_bHtkgOrH^PBhs&ONDBQ3Jc
zCr$1{eD?Q);W=~H7V(-#W3$UPXD`=&msw*t7=FoG7?|Qj3ZUj9K^;G_c^5{!amb=%
zKZpN=Vh;&a;ges>9@}_mb~*8$rfPiz{3+{J-OD@UzcBbI@(mEtWZ9kK+3%pxI$ew<
z2uIi0|J-p3nw`*yT^jBE!Fin2c4loeIrZ?^mTXS(peAd|1Nm!jbIA$|?oPejMOUYs
zKi>?Bl*o};^fj$54|5BChY)&i^~ANw^9Z+rj+Li)69)Qd=ReBG2U4LXQyW);-evq+
z*|00>ksB&z?ZeHxk{|$-*i5n}829e;dI(>Rww%Q_wEwA{aaf!WN1L`b8>Q1<M(R%&
zg?beo9vV|P1vXu<WHrP^0u1aIi@mu<n62KF9r0yd+6jKJ{%1vV;i6=lqSNJ>yRrt!
z?_2_V&WLX9&sUHRKp!6^<aisZQz0$xApxCCVGe$`Wb7oL?<bZKUb<&no06z?Rf$W)
z=(8dtJ^u-eL<K;g)FO1PqQ^KDckT}>a90I-X4M+V#%X_QVmEl_-kiWW*-65G3Ud@y
z)Q<kF{qFqygHwd<UT6&Lqw5PK->)KNK%1;(2bS<RC*;JYuQX!u1D=K2Ce6mm|NMYJ
z?(H-N6%Jdmk4LfYy6!p?lPrNF(4d`lBP~9$srJ3~5X<jN5Q9JvGLbRT0O1^-;8Tr^
z{6q(89a59XZm2GKA7$k>BD{x1w#Vk1#~BcSwnh$>zx?_sNZeW}y?%?)S<LD3{o7P`
z;GPDvLJ#V~FEop?mBy|0>c_(@cZd5|C)GI<Wxw&z1-9Q7^9kPSgofSt9s#>9@;9Xc
zCXpYX`xo*x2AP2{1^kK;c7zM{gv~z1<(@a5=~t9K7xXhnyx+OBaEZQhIMr_wtGe-j
zy{y)RVST>`9o4}{Ex@k5b6^5o*I4w-(c0~VnAtaC&r^0*YFn~=HYLTR`bF%{KlO)$
z80W@9Dk+DofUucv7)g+m$0KAv44wblnyUZJ@W$P`n=j2Hzp*`&{XIbHAqJr8jq!&B
z45^&hlpm_lb4*d!j0_8NXMDZ1;zEe%i7c?w?Rv(S^+blZl4~Ew2J>Kjfo<5{jUyhJ
z1A3u>@2uQ}`DUssT3Q-2W`qsAB>c7#Za;<yZt1c>kj5cNBm`j~ssjR+k9gZ<F`g&)
zn~BlpQ-6%PKG#%gxSBLfkMKp_xPI&;8=ZCI_*FVQ962h?)JV<w>mk5H8^y8)%6<oe
zYeIBkY&~yRmQ}hJ;bO#p?D>wrg+>&8;M3-)^;|(YW1`_K9oLZkxYL(`^fDGl4JCJ{
zs-K<X8p1k<9YjHFOUA9GU})Bn^d3tnMFs<=7oWE2L8=hSkm$int8x&8`Z_uRT7QHu
z+r;sM>ZsZdITnWQ?3)Em!aRg$9^TIML8fO!_8vvcKcQ#oIX?!Ke54~h^?$2IG~B^6
z0NRUQAm$`%GJ&`@CcFxY1@1A01DyJP|4=<C_g@%%U&@d^vFv4TF(0!aRB)BaJncu$
zE|wTf5(Hh?*iV*7PYFR;zBRzJ35<YQBjMXk$HW`PFGmEw^KPB*8oYEWOU#vz^VB@B
zO#+KgDSGRYUC?vzkfZ+RUKw|uMRRAX*8Q_2IHFweGNtSK!&~K*8XSarQa%x$^al+^
zcmNT3DmA%JbFKmYJwNManhK7CmDCiae+(nW%>%EiEK(kTBHarV(`k5b{k-8ijw460
zrnYQ|q+Tn%{UyBYNwTqpv)qsF7Bqc`9*A#;Z%`%gd?Jd+^`cKN+lg87Jder`w;9I4
zl(JXIlMMITKMd5R>i(<>t5AA?{oI`X+p^pE*l@fbM`r&3`{R&q0FG8Xm=SqKu%xEh
zz-j3?OKIX<Z!okLN8w~ddBFI824_+ffrNG7&n?4;^^x25ntL#D%Te=vTGB<jDpAeO
zFEPewu>D0yLkN5?CeR-nv@HPBF@`u!cN<i^cjG>r$M@ll#j*a`6$dDKTp#x$`+=cM
z)Y3&}C6FR1IfMQGWt@KEOJm|7VmI`9SQ#lW&^+rt!5ygzG=I=3nfEwTD_$-`7!Zqp
z+N-WSaT&p$Xr1$YQ4jhC)g_K{O)6AXN5{AACm`%MDlNmu>isI){XchYm8U%I(%pP1
zI2dkKkO@{m&M*O{M2-!~7c^evS2TUV+#JG~kZ%#^&^TqG>b{3}agzxA2cDa2b1q3&
z)5U21IKrYD<i*Ik?&gG+U7;zq%}^w3v_APXRDD+6uwE|=3F+yqiKBmNRoSoj{uzW}
zURVaW92!oDz60iwVSK+<IWl{$S?jpI*On{{7Mbtcy431b^2(scAS(a0fB!>(YoHgm
zh$W$#GB!81<K#NTf%`*-hShE{k2+$-fBjx!EBSc#{<OK!z1YtKwm{D2zmRzNnLp5Y
zY&|l^``s!~=>5IP-cz-Ebu#er<Y4~velmX8=N3VLS5w^ygs<mss7%}7@H(4IIDY*P
zV*D!6jj8Dz7nYpPji>F)^sbiAPA@ipu8sL;e{Uav8c{@m&uiF}Ro1kA8hw#<04WQ<
z;+jyBEnUVmDj+>5c9ucLI&`hba~lOnsZsLJg4HVca}@2>n{cOf=-CkCP8%^z0fIxO
zcj?cU>=w*cv&zeU+1JTm{6+*bm*<8+>aFjwDhrC%@#kL<+;sOLe(b|d&>)SPR^2Z8
zFGS>R(!US~3*3pEXGu+1H|#*h4STo+7X3?S+xSQKyrMdoz{7q5YKY@2cGm?wpV%E9
zRsRRD23CVIBuh~9qZOzhtvh#N?1~tI(qAv^Iu#~L1n~1c!jKB?p<bVjNw)~wNxtnI
zgw0MHJDa!!*U2{rdxz5U?2PoMZ(oJ{-n^aiO5jP*1uZEm3e&%zawM!wO@w)S`;r<^
z=iwpw>z2LY@&ZE7jpRA5ESmQ+(m%Gei{W#-m{pi%WgznHs$E1lD*<dRW6UBeBd!t$
z;%Fiv*LRxoaB&!s&jz+;!M3@Vz1Mv>-wH89tSx=~e&!v(7P0okIXnm17SJP!5C#$y
zG^E!KC-WVM=Ck<<S;2u9tloS?u)jZD3@I!hY0YYHWSB>Qb(=Hl)O3pPhA}Ik-Q7ki
zd*`Vs+R^l}xyfGs=lN$V`n9rm4@8P}<Z>R3#td~~E>f%TATawHavsS+ZK@8C{fz2V
z%hPrfmgYw|c=siKdvEt~P~gJjO9k?erK}B0idm(oWttEuASscvzQ1Tma+*5~3zs#T
zk@KSH6~k8r@^9&mZM8n;d&-v^#D3>eOMsLm%MZ|<!0b~aaTEhuK`-69e=yfWQzvS0
zH$R>XiWqkdBL!}|cd3hsKRZXi&GjAE$bi3G3Z9u8Fs!r@cwKdNNp*^+Sws8WVeamm
z=K85Cm%K71a~nG>FVDX`HGfg9KKXeLh11ud;j4xrS?Y()bA01eyQiZ!+n-cExr=(=
z&Okzr@a|+N*c$}}+<nRSkRvv<=Ji5U_w%frrAyhzdvd<sHO^Ldzr2w48XV*^m>;y_
z8ln#aDf+%Nb~#(pbHI~q6~egHG(!{qb<^T=lcckm^E+PatZwR>B=_;)CHej5hbTa%
zg7SJl4Ykve1~!eUdz^@NBk8_&NFj$ipn(5I2xUdKw}`FwV+-9reapvxuC)FbDI5;F
zdNx9%f>cW_S2jM2>;o%W{o~B5PBivHcHTcX=pJipHnNvrXrW1EXiE#ndwvi1>?@L|
zMuDx*xoz@gUZbE`Zm-PyG^0;KhQ5lCcV4h7Ym3t2Ki1~@GWTu^CU0+`A{;n@dScZ^
zMbG%W_C`#CCO@^Pan#siPW*=3zIU}V)G;Ocf@zU%swUD+VsPE_aE`{rNTBP5Hu&z2
z*8s9z!~}}Y+wrs2Z##Qg8;spslrO)Is202b>%~hoHbxNt2D=(C{?`B^o^n3#sCRr(
z)5vi1LW!5WkA?xYWve<+n#b>=URoZff7<K4M~Zxk*G|AiO+NwbZ{X6P_26nt3#6;s
zp>fX0H^}Cb!Vete+H{na)KMI~-yh1&4DX56st`dW49s&JknBLO=X>*zB7i$@LYN0m
z?iu=4xi>ppi2NPQ#w@C{wN%UWh4J+5<o4)-(<n2T3*K{WE{VqZvqKZ$SRe5{57_o*
z82fQ@p9I)gXRT*d=UHEhdFb4Z$x0JfB{M-Nfz(tGH@Xj@EvmvVYKqdnw*3o9&@g=W
zWA#eMWO1UAjTxjVK_u(WD*wIc%YxS-5D4$~A(<3R&DG>Zei4Swv|l4MDmYCYCe?<D
zI4tL93dHw1I*Fa;NM8H)Ewd=%FXWIu9o&_ih_18&yz##f1ANtCVg#&UpV1A(h9c!@
zU(p=xO5iHyC2Cf_0S@NuiiG$_%sSBbCmv58AvbsHQsNW+UoHPgjj<0_x`A0#SZF3a
z1#H2?o9}~38v82T-mT+Ok@_@GFxER!<zkGf7r>jGmS6RxV4Ih29UYHrW~FeTHj(Jy
zb@U>~-E8L1H{LXpRa;B!Rd&x9Fboz=h-V0`+_Ap+F%&{H2hGRWJZDeR`Wgv$J(&s8
zhf?q^+|uP4noCv%`RX&{oQ8q+Ka%b+*lQ`eZ4k<-uv<vjSySjS1R>mznZ_T7)UduF
zf*o_peFN{_;PmBXefFz7zT^D(?Z`gVZLVW5d3DAC2-`qIkwZC_n(VbXpaiC-*6G9O
z`E!#7q!0@$@u!K5j=cF{CnEL2r)t1?uLhDi!8=~kZoR%A*Kww08nrGx=lwl*_ibG|
z_t&NFDgC-HsGtxn&a$gwskz0h8R+g4EQM2@gaIno(x4$p52iHP5d5u1mzC{Rw|6&9
zrmeSP4O{~mLU8ou-<&NUSMog@@m?<k``mw$ttoN@hDd~7r3aRQrerMfD!}{xCLW}P
zWGI`Izq~=`hSRv-c_!z1Q&1UGQ_&4jB@s-UgK{<ElK9P!C^Bg&Y6%~#J)45Y{aA`h
zI^4^n%<pBXS7hn)J>yn2U$pfY+6)GtU2(KIG*i0~0i)kx`~r7IzI>*pacRl5Iq|ot
z!ug@|GQe_h*Ez`gG#}q9mQN9))GAHhALs@U`&Zuyr$=7GdC09%wYy>uJY@}=Bl+FL
zrUg~cK4dr5W>dUPr;@&@@Zuw?>lVrb8hM1JYouBzoJN?;o{g+_3!XFbcjGs3jBz&Y
zznhfu<G!_xQmo9D=Ntmmq)5jAU=if8Ajp9>s|3YS@Pmh-<uDmq4f|6%76G$*_t$=8
z8T|B#2uC1o-Ckk6xfAu`W|^C?EHGXppPE<hWnl{{)*t7ViGJ6W^Aon$cfP&!wD;l~
zmJhpD*v8rkePM&^-(NWDr-@B!iUa)pMlMEo!M~~OVd%t{y(O9CX4U~p+=ep`t~*P7
z{zPL^Ctx;&F;0XYQY>Iuj*V9V|N7#_ul=`L$y4^$>OEJMPH*LV+DdGh-0y#^xyPD_
z@C9FyiBJSq2yiPvhkVOz5tpDTM$!71uN$XN8&4OjBL}z$#AVUeuj!6P^F0+f6K|pq
z!BNX;w>+`D*tJ)dPysI=u}PJbXH$1=E9$dKW&OD^EN|v@wfIa|1ii;s)bEGZpujks
za1Rx`*xZS|fY1l-Y#6hFb^I7wjMMwYU+EscwTFz}8BgopK|Xk2?l+CJ+y35v9@ntl
zwS<d+5%kGvAU?W0FE!4)T%ZRkCBN7BTHc4tn0O}J!epg$oUcy}?C>Q#+>cmgp%zip
z*Tb1ctg%2!xm%EpbJL3xMC8`=<tBY62^|R~=Ibn3kGEJETR_h23u<bI_zH3fTie*5
zPjqkxOO4+=u`Hg!s;P1ndHNP=zh9L`a;9<CW_R{edm-oOemAcN?`jjmdU4I${j8Dv
zDWtXzK|*#)#j5oPclprsN#ip~AM?Un1Ha%SBO}x9QsuzA>rG)K`gR&G<PGQ%59{ZF
zOi+R__9@&`s<&x8pteu&8LD|pD|v0L>Y5o??zc>%Nx7kGn<<>=e$WZ?+M>fez_F1Q
z=Y`*Gw2~`tiIMky+>nsfblSkogPg8*GcF|&@AZ}8himu#g6KM`TOqbc9xz|`9DVF9
z&|hoJ^?McGa3s~t{e6LwdpDYI{@FPOmQkc*NHZyr0N?E)htkH1gaOaW9mRPdBWwY~
zVTuha9zD%vcbfB5><wO(lX_6I2^L`)vF;-*{uY2ia3HGUhuTG3BR@Y+@%I`TC14sr
zs~&Rp!ox>%-B5z5=LlFDMGIkFaf_+syPu{JqH8HydrLMMldx;}ves*%UU#}vhMz38
zMqDX*#>@nvdbhPk4KI3*R9x&it(-bg`aU@W8DY7O+dU!}(}Y1?6{9Pj2h2>ieF9vJ
zY&MMub8%i6md5Io>K04(tLB#re9f03SAKmVN1DL&HR)-yV7edWv4mj*eAk_~R;#%)
zJ(*WO_Z2jKeD!Iy$R<}S+p%GfxBpz%Evy>M#WyVv)c0o6*vA**Na*_MfI`(Ni?-?Z
z8#O(ya(!>#IA1mIKDLb)EB1@fs#m=6pgrO_Sgjv<AF@e$M6Er<%vabE<@OUP%++8F
zx3tQYW0o`esm^?P{4C{s<-*lVh}IN)bLJKd+a%T%bs9N~BABqIt%5F`f$u$T!eY+6
zS_Cm{liHj{SNvolH@c5bJyjYFgYNzfTO{$$WOuNB+7$n_=8r<01OEi-BjTET$;HI*
zf0_<M)1T>feZOzONB3O9kf9&5TLtb&BGh-NomkN0sCeMEU{2>g>kh0IhbKFe<w9(G
zpJ!tTa~nKy&a=v7mb?CbB<9!u>>}Q-oz@(>Bqp_-T5_Zqi&?lyDFnbGs&p_Q0B&wR
zV2!1;@j3M|*c1SQ6-HUlQnU!;yW?b2!~?=y?{U!>G=V4E=52Z)lfVnVE19hFI!XQ|
z3eu*nw~rYm&lpe@FcC245nFFpQaboVGJO9}^UcESS}@IW0GZVBseW2yb8YM42mN!<
z72&KSs<*8_zW~_hVU-X4clLj14<CooA+A#2f%Pb9jXUecFHRgHH}=o{vMD%8N&noM
zF}sHwXFBgYT-m83=qf38v9RoqVq(i!?|q)>*p;`QA$eO`_sk97-8fY{$S|d%!ugP!
zb8sV7e2JZ&J~M`wPa|`nS~C$MD?;u$xlr*m=XrL%cd!O3$e_eP2$|fOZu7^4&Xir*
zYSZL>8RS$1WcQ4!n`28taUr+<vSU_+%$?mkYtyex&ZrA%_S|dc&hu`tc&VVju9Lzr
z@$i(Ho$b;}Cuz>_%6}|#V=WkJ8KPu7q)xxdib>7)X=)2>5BjK}zi~TWGx9c<Pofl^
z=A6Og2Oo(~b#<|;VbQr_sVaK@v?&N9#ZwFXt;WxrwjRt?Dg_e9mTm?89d7X3z)G6e
zY|MYPS)cWH=QqTqnC}*QeuZ$no*s$(>f67IR4LQpJawE&Q0Rg+>2(@2*a4C~G{&$0
z2Yc@U)zlZReTLq9m#TnNL3#%f=^{mXl_p?-NDtCMKzdO?KtTaPx^!uwcM<6jdO&(f
z5Mm$!=lH+nTQlq4nfd0sYu1`IcWcNYo^#CJ>zsY|e)s$Qo&bH_+MUi{H34_(z2Dx-
z>b=W~M-=|H`>8uGIF?Mv$d(|Tog*^5=?;@$p;YU8#n6g*Kuh=G$LNgz9R>^cHS_7C
z6KnCWZV7xMXUo(g_gNiV5}vfAIHeFXnGzYPL?S*FMbbv96S~|ecKqa#XQKSV?wu@H
zgvEyv%=%PCmz>zJ)1e4Zf)qvK<FP8oSfLfQvOZlDE@m592bVNlNK}O+Y`t!zEUb1n
zzDJoUxUIqQnUlt-kLQ}W5D?s(%hbjzt2q15&sp15caCx7I!DosoQr~F8Z<#n_py3Y
z=TdYtRU7Shn|E;wa|S8<?NL3ynZgr6_du*1c&6h1DIzABLILc8Vg&?m;g++b+-9QG
zYUDqP0OMNLf0W(H75m2B!hM8X>crWJAfOI=d8P)$IUZE+yayH?Q=CnP%5UCdQ*8nO
zB%spz%5rVItT<BTXez)t@FP&+7p7j+Ic`+%Jbles=k6MolM@9O4pcjD-cBpC)J6K;
zn{L96@H_hFrHr)bASh1jX|;5{No#G2@&XwwRJk#D$cas}_@N0-oGYfOcwu*FAdtCv
zk1FNISIx{tr&o9*Psla@rja~1)>P0t-s<J3=+R^}&Hj%x=@LaLi*`SxZtG=AYC+}C
z$|f~I8a@z65XI7pR)Z!_AMa;Z$6fXH**i)PCL5oRl~~#=#O?DW+?tqoXDS0)v+(xo
zPx_&G@0yJ|x11@Iv`WpmqK1cY2ls)yMhVNSiw&L)A0S!M0Zsg@&Hwi+?jQIjllAH7
zgmH6-%6-z~C+UvGSsKMO0iH4D?jK0Kj;fD%^uapWtWNC4boVQw7Vx^6WPt0~tmg3W
zoFb^9D_ZF-AFKOMqustAmH1RvMUf(Kxb;GJ^PJJA4x!&BGNi@3#6+Q1SglYA%vd$f
z4RGIe*pSU|tsGg$h!du-E+_fBePstJ$MJdyq#|HTMHTc7ty1xlbwF&0^t>=daiFH;
z4~Q*PrF55}AC)9CU1Kmh`cm$#ZRT_JK^0%{yuIL-u*<yxY71U@)#4x1yCo}wS?Q*}
z1B|FfDV|I@Ldh?~Jm-X5MI}Y)->Q|=f1Jg+P5B>yZ-*Y=y`S;ApcPIGHvfA|Z|Y9f
z93#5g>f^v~)n-Rgl{$sTb!^;G)#QR7DEAsuZX?htdWcanZv?Auo{R_M3ld)5U)4AM
z1!6%e=2czG6Jql<6Y9e1pP?Z_bDxIrv6txK8P>nyOSF<ZFRKp1=vDEe1;{M#ADkRM
zds0ZqS1$N5e;yn0oVL+uHyS{EX}UT(mo8P;yoYdBQB29F-=g_oL}c?XHz1p+@i@DN
zBpL5>4H3#{8YA_6;nMfO^{)A~Van@feI$M8S6<6$fpYi<^3MN@3qtHbV-ixc+0{9H
zbSzec%^aauPC9cU11hWc&zA$$j(4STu>ia>IShjd#^*CsK)r6dRv=N`hx${l4@59S
zK9Ki)v9iS;KhyI<kyfUg->Ut1`_O)Sm(=-X%aOO6o8tsPTf`5@gD(^3ixQ)IVWwAK
zR2eX1o7{Z{;(c5s(IQD$JMZt8nt5ii5AK#!Y)L(TWb5N#HfhFYwZb63Vg&$6OpE}4
z1742D$KAHDZ#m63!aAG!7uWcVZz=86Y=amubDtQ2#!+IwqsmJZ+Yva~z#>9VXfi$m
zSeWYWKb!rR-u5rpf;j9r<I^(}O|fEEqUmlwcKsWz8vCE3hBmB0pu0fV_P2YJto7%l
zdHh~1;Ep1E-yOC&My@k<CQ8QixuW8u=@V)YCkW^%$tN17{Hs;1%Dyzj!EIi*StQD6
zrC-(=k*Qe&ebUW>Rf^B{@O_y)HgyZ2qlwxlRi@J?q_w%9jh?JB*21sgA+I302U;fw
zx~hMqe!x^jxI~s&_BVsQI)uY-*?By}h~zbdzz^?r>SCq85y^02%U?7hduZ@g4$cnQ
zva!-(VSQb5>1Q*fTuJC+<Djmb8@TSs>!f1HbhJj+!3vCF{MN_0ZR(?B#u+rG&#(z*
zW-Bf&&8Z4>t_1u+Lc7nw)9xSeD^{(n_GM2zKHCiW5x$f5{p=5^_`)+=A&Ac&0uGTk
zflu*8vko!=cYNAC68u6wpK*3g;dt$Ty_s%=G2-d<8B8};`gnYT54eH&UIC9%$rtY{
zKxM0zi_h*}75)W=ipDJplh}>=QnS*fzc8y11QBrjZRvkrfOs!&ZKzXt#~^8aC|>%#
zFI%QVvu^o{OjqW5ZBC;QQ51W^rA3ReffBji?ga$xg1G}M%*7%xeFKGbwbc-1o6Qx2
zCXw^H6||*7picT%%I8xGDv>;tn?9GBi9(|mK~67C%+-P3_D#f}`Tuy#@;CSGzhD2$
zZ9wp!+X4Op!X!8|j30{mm+2Rz+^eed_LLjyoNyaGj{YGYhW(Og0?KlpNM9<z(+O}?
z3BFE4S!_(aQg;1}Q<)6abPGnP+|;+T91`>>BER3PecvdZ179zbz$uBq?eFeDQs5nj
zcr|1Jurv*XSY9Sh022oB@$2zl+Hl#!UlJ|YRfma|6VHpfmOOgm!xz91R>u+O5B~NE
z|NZ)(YXg%1#FP-PCh682pR6b9Tp#Ag9q=PuA@SS|fE^ncMp<yV9p*3UVy~0hj1*y^
z)2^e<_<Cw10HW?M{IpwIGF2xg)VN^rZI$%u%{4oeVpFvR)uok(HgK~B=Tddl-)xSy
z84_0-#3#8(kf-by6j<VZIC=lI4MAc^Y$z}jqbx%%U9+6vq~+d+T(uX<9m1T#(vG+c
zGq#TwyOb0Lao#&{SZ-15?PfAfmEJ_blE04=(0{-Fr`rJU-+d}Nc(t#}RPg}cE#Pi5
ze1vL>n(f&1<jKmzpC%UhS)OIA@68J0G9+jU>6Fb|*3&%%M!GkFC;7iX0{;8`zoZ@h
z4beuhA->ettxA@J_5%Epjv7To!X6vs^@fCeuHH;_$+TH;^5rw5`o)(_qr44+VZy@v
z$}tpuFR~7Dy~WPP6kL3Lt+ry>5(HXrcMPG6CzVAI+>u-|Q#ddX+;-lhapB86y!mE;
zkG|wf25V2~=quT13O7*lJPEKMb%5AO4!^NS7pjGX{y00hBRL|yVt7RQ=o5YEK>AV`
z2BvAgye4uy8Y$wn?pRd5pH|~ul-R%gZ)2YSe*YiizyFoC_*Y^W!4}QZcSCWsDeCh|
zW9zgjAa?KXUD!NjI+N=oln9kUzH<$HGbKtak?gc0Uz;a$vT(gQl$Wh4h<k*hNmN!9
zyPlH{%5ZFQVy)N0EbG-gmxxJy$pt<fc1&DlY-!O<6?`KsoGe_C3<B+f_N+&0Of%j*
z-u88Q^IzrQ@E^^G|Nr_~#D4;t`0tVGf6Zu};LjqttGA1vzptyK*WWFO(=&1jsk=OP
zdH!xGEAxoo_we^Ka`n}Kcs+-ByL$Wc$n%J6Ks+J7kDog_yYk3N$^ko@@Q7=9c>25g
z@`yjsFn!?a3~_Pg5!Z3`aC7(Pk(31v(e?KKd$2fgDreW{{sE4j|MHpdbBL#-zblWw
zZvb$_;{YfB;OD@Gu9u@5@MikYFP4T*&s?2>gDpH<{M~uvBqVvnAG&(G0o#&N((>{=
zs;cDwT7^Fgf7U^?dRn?#AUr$}C>{6%`m+Iw)P#CG1%V6<K*GRsFDZx+?*^d22Z4ZH
zK&p7`|Guq-2h7X<`5YeviuV8!{_8%EfcL)zINLwR{L4GR2fTmX8#vDg{D0dUfA|Bz
zzis1D{ypr^5lG(19pVr1bB8?VkrKNLlE1HOK=}9UK>25z|DR3T8P4RzG*CU^UL@Ju
zL(Ki~KiwcYQanohVFJ8cAbdJJ0y?}u{UC1OTM*&>Q~o&&_<@H{KuAPPLJH7tfE}7>
zLHKwC1o(smL_~l88@w>!-$8_QMD#Z$)QK649Z7EaFiJ*cd?e+)U)RHAGKu7qa`KHP
zBWGq|WxK(DTR>1qSXxF_PF_J#<AJ7@wvMjeV^cG83rj0&XBXF}Ztfn>{QLs~gP_4L
zVqV6^#lK2O%zXVOD?8_HZeCGw$*0n?&*c^M4UJ9BEni#Pdi(kZ28V`6MyIA{X6NP?
z7U3I+&8?r?JG*=PsMB9(=jh*<i_5?D0^0Lmss;S~mzw<_>O}|C3!jjXfRN;Gz3}jZ
z{#Klhkm#laF}=DmiK7q0Ey*ZS#`_r`>w3s|rA&}aPQH`m%zV-t{HVWG`=@6A_bL|s
z|EOmFUa|jCuO*NM2>+i#fR9f=L_k15L`(z}Vp8J2g_NB1pF;kxh4P<5{kPEkd-(&L
z1P?d|At50N@Ryc?jDq%my8KxIF3UTA;2=r@Jm6v?paZFa{y!NE`1eV6E#=imm=Goj
z5cBlSp(5g>iBU{za6rqPg1x0nz#wu+)Exa0dfeOj9d_sHV=a*4?|`>=Er@x&A<pWN
z4P%+wOm!FK8sKX+?d2uly-AqE->M>C3yw#oS0}y{7z0=H!A<7o+6?yn5Eb%0O%XX7
zz*-l{fkgoyvLFS)snu&BeDJuTr8RrXq09T1R?TD!=qFjvFiGk?WeaV4KV(e5H9!bq
z!e|dDZbf@(n@=4c*KnHhcsxz88aC@@6Zn9DSpuoIfAt(ULL&et)~?u9p$6niZJadL
zX7}Zsge`kqw&2^rlUuDu_8P++)Pn`w0$HJ&)_TU#u}fa<e0g^HD>YHd_miCtS0>us
zYey@&;RNWs!VQz~DSGe=QyBNOcyU9=kK%eV*xfw}ou^Nxh=Y83VZ^?~s@9j>=r@>F
z6no!q2Z}TCSj7}rmRi5aTK!e&Hc{c&FN3!Jh3DOPJM?Qps#&{c>$r#D-gspjZ@u4v
zkAzPRA0;(?b54s%$|^MM$0`C|?wwtO;1tP$a7x=<bPK}CJM{~{#M?k5@2T1Mqty;4
zm?<hgIpSHw;v9TwNR2k&y&8i1CA~|MvE?0;@B53cPd?6%r4Y+;;0FOD2{yv8mEvdc
z@U9ZegSLl7A)I=oHBZv<2?iwNwR(24c;<<D#S5tVXx}|kUmXXtS5F%Vgh47~Qp`+{
zvugbpZfI9b9ZC*ClAwAEV~FtcICX#uqbYbUL%lPkV{7P5DBjg?-)u}T<J1iEaUc&L
zRXerrayP`XIs=G~-%Y>mzyqd^hMa=aiHVJN+3?;w*P@m}at5;4Yfq7Jn0V;J>1%47
z((E<gvpm)ETKF!49<3<Twz4+9^DUj`HZ!!(OOhD!)=`6Np;osD2HjV?6TpoTVd?4Q
zHm;jIhr|M4?8Dk~EfEihY66&Jp7QH(!VQd6Mn?LFbEb2F!*i@T#t)q|bN*gj18{^4
zy?rSv@$eM-`k_AQHhrDZmwH1nv|a0yd)>ES8doh{TfYGwFP36o?Nai4m#IvCnAR_C
zSmWgJbx(vc{in{sf!8CsZ(hE3#;>mX@?4Aht~-HVB8K;x>^Js4AQj#N1OV0!gSv><
z2$ConY$vyw<%Z5(2IAWigG^eiy4)a_L0!Nuws5F0k^4pjSUk0WTQS)HIkwUN!+lP+
z5<=@&?lzV?-t8cP?(Dd*Tfo=cjJn7D!PEk=6A9xDUyW$|0~%OMZe!_POKj7Qk~WMh
z;BA}YY01%QZu2PCPkObneA*`xwxESx8BwO5Jrh41!5ZM68m3zB9A;q6tSkpMk0htD
z+Iq8RvqBzKRso{rkpx6z_#f5D_lIlZpOfsKGhJk$c!4F7BQ_LZasWVaHn6;QdoZ>}
zB&82GJ*M_?3yTv)c|-FYoWw%QGg{R}DVLkbO!8tC@QMKZsz6sI9sF43>sjm7{LK^w
z#Dm8)G?>i6Nztb^V?Mvsl_hQo@KvNUt`DblMEBfN-M}1R?}dt9y$huiPXmmI4@wt^
zC6;<)zO{7}ve7Q}l8Wsh&A6o`Ki`H)Pe!blUXugB>@|!oj2;7YQ>q+u$G4j6=4u<A
z(N<i6WL!t7Yr(HTS}uGUQTC8c1K|lYaCt;m>=n}Bo)DL96vl+J-so5Kui#o(TMnk=
z^M9i5x!eu7%Z(_xsnt>@9yE173E|QNn5`II^w3oqj3-nA#T^}vABsPHrzs+Fjovk&
zPA*p#9##@e6C|A0nXJGz`Z;AWhKPJk0jGf}1JWx7e(b3+!IYr+T7a(r0&&W2_e_L>
z^ib@q$G68^$6C;F`6J9s{HqjgGUJygcvuq6aQ}#&dl4RxR}RG2L>PggLVOv09Wk6o
z&4Q&yh>v%R#8u|yRPfXTU1B_b+UQZ}1k-vKYll7%0ObPmS~<cMpc4q$D3oC@Tp7J-
zIhC446f;EBpG4|j(h@Deqx5;DOIXJ#`C}|7e0b8~-CA?R5d+GiyQ_ibrJBb?q(u^S
zmMHvD@#m%GB~7{a#rt*TX+8md>||Vg{G`~eohXMV(6UXImpBEawh`vIApxfX{wUkY
zu)`J5+Jb$c9sy5hA}2Aq$B1_zZLvdhc!V_wy*H`mxO4)qMdx?jcv&NME&{DSa%zIq
zT~vbIypwK3wFSo+FDdJlyd(c54(KTRzN;!>Zm(@Z;yVI1*5aA-wzwga9b%U*7Wega
zSpvG?HKlP@ydD-*>4vL>6=AcWD{v7^8OS#F@UlSXU@U^GphNm;8mO|^0HHIx7o$AA
zd>t)4YphQFBIVdmsdJQ)_Xu%j>nDkYEwx9FQ4R<I!%H8k4q%*Xsc~{Bs?~(=Z(1xQ
zhd6#|GawL3>ErdHt*bFU8~1kcuo8eLJ&;Mri_S%wT3>YmHwE($f*XEg2`daXP~=ou
zH=_?mn8gXku<*;CF2G+rg>lyb5=7hZ*+Q;sA)Fkb-6GJ!XnzP5n<><D-<d9&X|mZ)
zwYmw8OZ~|~x`=QhKZLWH9(y){!aL>%xSNNLlu#6CCuCWi%t`zzD1YejL0)>p`^V#p
z-ccIDh5Vejk%T3-K|B(kcS0u-Zonl2^q#6bO+X4Vj|WUGP6K?E;p1F3R5roN1%azh
zau{nB$~rGLwrEWlJ5Yqf?d7gIBizI(F_oK-GEj2&BZvnoNzbnCNWZc_rO+RX&PH`)
zYQ(w!`0Ql4!v-kO=94HAAfjH!+fhd@1=4|W4<RXU@r|1^B|E9f*eV0Yp;9L8bD`WH
zpZz}M+Q00b3$_G(7!lR`c8`NH6Uub4i5fyDW3Es%=+r{A-c=^wbYqxvA6n=$^mTvR
zI|ui8Ln|h$n~ArzwY=(wMl3|fTgd6)k!lZjYeykexUj!jA5Ya%ugNhASlefCw^U^j
zlrZGW?yBJQk@={lc#o;2_svB4>FuBt9r#@id0(a(Pe9)ea3VZ7#nIV75~w^5AEgri
z(iL@{^6k`N)p7vpoVh%@lVGCW;_?8*P=1gIy1G}?#S;(#3>=yvhY<kxVLJz_3vJNF
z6e6(*>XJOAXUxrX9=~6N%~XA~tfK4v%KqDzZ#i*u>q*IVC8lApfDXx(d3ln2o@B>j
zm{v9KC#q-o+ro$aE!sFUgq)uEdqE<`#`x+>z}hPoKX<iyAanNw7w|mU*~|Lq#+XiQ
z=fh0Tr+|Ax@&okk&dvTjhoN!5jrsT@<Z;6%40!O_7g+Vpmn+s%!4LG(<IQ>4NF6h}
zSx5F?xNo$UeiRa1t6Y2mKS4^ON5=<jw}C8~t`wLUrY8U~7Qu+of>4S@`KNbJL9TXv
zvBh5N;ioE*&C6+T{Wn#AAs}=fFgoP%Cq#<NaPtkbjvT4C#U8fW^w~~ycmkk^G^W$E
z!$}l3q9p-#GgJr3GC*a&W|7}B1@B>Op4;<|T`8r%3$M^oVqx2JaH)?YvUK4hRXLcQ
zK>jFBdA_BmdeCU|Y+RuD+2u*a)Hc+r^>OF<ydOe8Z7IGtTZFp00!lL=%f<OV%fhsv
z$AsqX)d|eBhE!RC&z}tet8Yei#d_mzbkTY>v2G!MSpi8-O_2kt-^x2$Syy^vvIf_+
zBnm{f)Zk$B2MpxnZowUl45RP9s$f_1>xZW<>Qp6?_WevQ*}-}rOsxo9f;h6+98c65
zCL)hjxp8#JuIMK4XBh>rBfC$T%=F!eeT%|pa@zO!;51qUyfOCKUfDn5s0&0E+PqEb
z4c78xyCmDDi(uckrG-ako^N;NEMvKN{jkrWk4N%tr<5rWDTaN_{qeIKb@=n-&n>0y
z;zg{ws(!GT4JSbD!~waS=0k(wH0>;Tu9ul<(N$F?mAvIYtt@HPaq>M?+zG4lfQztr
zyu~#S>P8==WMS#;%|`NyhB}kFB~5OPF7|r_c)pJq>6H!9yhzoq^@u204}@SIJk0yp
z>ybPM?T;SCA}vzol+k?DJk^8(0f#+1*<%7xGhy$16Jv|4i<<YBcg%B|^RgcKnKAO6
zlr4t^Xfj%izW)d;SCK@8Pew2Uxwhc$xobgWOFVaf(Bn1DXQ&kHO>GNj-is$K{P(FP
zve{Jd(1z6eL5lP7XX8)N<7Wp+SW9od=GQ0Pryl|ny5RQ%3w<2euP3crj--%F+JHaP
z8Z~C<VSJw=_yHPC3``6xe`d<x&*hRNqr4bV5!tVed$IZv0ho$0qPS`hHb)k^b?slD
zf7H-dCgV*nj-+7dUbmQZ{z4arpJjR4K2pZFasqf=0i<EutunK=`lPOpv->w<<6gU}
zmQ~mexp{cT=|0Wv_ZdtYdHR$Gq?8HXULgQ*dv=JE8*r#dPcyuxV?OBC%o^N^!I9y0
z%9P$=6>S9cCg%{x{DecZL%$dEFN9l+DkY}I1A)vXs{{+Vr}6#1Cml`UYIzNLI~Z2K
zzsRm$`vPNy)y2`yHrc6dWJh@fY*3ULbEd?7bVd`tuCKD>mt5;5BT6F>NIVmIeoz*j
zD(vqn#|Ljt6aja#L#i8fz0W1Hh0hfjGg}a0kL~dgCvd}!mY8e7-7ZqG0^kPjSN!%v
zy?K&1Q^exyle(lh5885tl~~H2VBRcXZ7QvcX&X>VH|1+YI$+A|-b)|R4^xe+9PT`O
z-#Mpz>^&4ayi66Uv}yQ~8AvG%=LyA2y^c5%X9O4UX8*RCu|3Y*M{PGgy+~7{ts|8`
zULZ<w>stg8>I)fHN<NL|Sg<xPotn4ghd->czim9lc_$)Y&Ga(>ub!_B^+c||F5O=v
z!l^hTf<L^^H?D7g*CU<X17$wctHJ%s7AVDUhMpD@Uc=QW&%Mk-1yHh6zc+Fc1_>6y
zb#HI+{npQ9lD(9URz?%Uj30a1ae5a$`i3P=jD~N+(W^@B3MSCoMtgjoY@CKXmDHpv
zugdo+$S(*GIfD_27HcfL7$&5+;g>L9_^`vib=+s$C3rtJFtYsn^S#$`Kf5Vr=BHtI
zno#^FaZMtIB&!2uV3Xc44<E(g3{44a)kw@&nuiuYTcSH;u$s2vGuLX<(rK)F+1HZI
z)78`;KkGidu?nR$AE1|S<}49PW{7%UHV5m9_1%{VYkE<i*2+AUbrkX`Fmuu2q&Zt&
zqRFMznejXfaBgNOgx_8>hfQBg)x`RhmE5fMK1-8V`esAK>AKWyTR`i#+6nK--#Bxi
zQ|8{Fdh~nK;+5xlex)vdE7q=r+bvN<9$}&(Xf|R})4%zVpeeL&L;S||Ohn^D7ML=|
zquOJY0GVm4OP$X&TVZGT;-*v8X~WR%ABKcAch!xkDY&eDW)7H^o9WTM^n8~!<BhIw
z2nq~S-PE*F7hG(<3{bl#Sep~!R-2+Kgo2eL)Z)|_MIEO*{MPrF#9$MJxA&Ph+>!$)
z2sfkIEJ4(>zYN(!0sK{m2UY_bzn;^Z0?|j#*2W+5z~n4sVg5Cl+IY`{swym%mqCfL
zsgGX#G>jMNcz`^8<2>4$4_Wy+H7@;rx~(||`t`J&KV<Kh>QND3!eg<10%z%i@nvr!
za?+}m&5BeSUPg<Mdb!$Ujx@Ds-}s4tGNIx#5Jq8dE=6_Y@mBK8Jaly}(GV$DCdVIG
z1qAGUng91udxIdInT}*8i%i{aMm!W`fICTzO<5DQt+x1k{UzKxEx;K_?E>$=DEP!+
z__O$~rcN;%_Yk*{?wtkk@w2i%6@U|yw&8vV6Fe}7U$^mR6zoqe+dOa<*fM4%NLMU4
zKc(pdw;R%3uXWKi9g(}hrq3oQZ59lb`IL2iPpw;WI(_A6?)0#&S5kkNUz@Eq5KZ;~
z2LfNw#q;m?jQF<|?OM=P`Qfp6ms>5Tx@YW)|Mr_m$-w>tUhW>#*Y<xvMz%{f_DlM1
z!Ssd@MQLB{TXEW2tgf!gwCX)1)dA}gs=b|xb6p~a$3eHM6pA*NFMyc}1eFsD2`7S5
zInEx*4U}0~*0cS%+xEaR`2oZGpM&`43atBplMOe3Y(nCU0b~=`U#`g!xN{O%dIPkv
zSap<HOR{t=6{~nvnf_-+yX6ZBLw1O^<+ryNmiUag;;GIwLrlQ>ipbE7vi>A0wNVsT
z6Jg+dkiBR1_5i6-($9vs^LQ*-MvoL!z`Nk5P<hk-M=`I_bzsx1{5P&ED^@BI1ewy$
zWQauE|A4eYRZvOmmpGcM#88`c|Jl@fqMz0Ca7u2sKOnmZuhYXdfrkMr6Q9hkiXn&o
z)eyAn%(>F5Bhe!n5v$TXb21K}V#@}lx^6QgGCm|x*wJPL0U$b7i-Rb0ZYqf%adQ0u
zjY+9*>jGV!ux6GjG?&A1hKtpWRoTU2psT4Xy6U{^296A%QrN8Sf~&4Fw`ps3n^W$*
zb9HgdWGvOvov;TlY%K3NiA=`^F1J>U8X7h|f(P$j^4G<Q(2Ox}HWk6PgMg&jehBg2
z9}u3*3OiO0ehPHax>QXm9VS(o562}X0?hc1G)<P;T<~TRf7ixX6Mx!(yo6C9x4%^7
zTn1*i67H^;n8s?9;Xt^q*x<F82$!zNaKd>6N;PI9Rx!5WB3<R%ujMLHMMhn_9G+9w
zX!R{x@b3P_w;|4WOUoz777yK#R=)Rey^-5zx<Rw={mTvC&lG~)L#eRR&t3$^VDI5V
ze>8=>Jv{L~ho0O_H7A|Y*j}!4rAm&a|0pmSRoi}8TNNPU(m7qj+t%`0$t9t$*o*%W
zn=T0<ZP)-bsK0PAXT5761yJ@mu(_)SR+!NpKPj*Y$})0%P+%k6N&u1|iUhfV$j>1p
zP_@1SJmhTJOJ#l!G?jpXxz0`MQ%}l)rR|K|RI7xof=0Kmhq6LLbOvK^8OCY7v1}nb
zrIppOB1##BzLmh{uH30fO{QN%#urLhNW{o-_;3W8WhUax^*ul)d5u|H59(cebuEXC
z?}xDM7Q$6;AvvZDi&nx)5#05<68DdO4hU=CehBWbSa(h>Q%Otduy9>BBmo!5%v9Gv
zy!_cklJ=g|Crz~F-YNE=d_I%`)1r83n_Nf0TMY`ok26KRZ#g8xf}!n*(lU1OzCWOp
zaPH17VLZCpSN?C4d!<sVrI4`dfCV9$vo0Ki_(pi;y4qr5-@vut@-;6eH^c{#w8s&8
zDE{TnY1j=$U7v;F*;4?)$z~VPV;}<|#xY|8kURF1p-jaG63^OxCk8Bu1Ac$*&d^l~
zW$CC-xpp~(JI_rXyNh)-wgtX-F7ZIOJ<7#jvRZtQu0c=9=cDz}*ffwFgdeHK0|<g(
z;>gl86c%0eBOvVQ_aT!GROd3%#?Xi3u|A_kPR|P6TPfj80$Nfwwtb-~XqqNw2Z#wg
zLzcE9M~_t;^e{FX`juhNt|#a8BNWX#k~Ox=g|YT%nQp!lYPHDC5w)jj3ria;M^vZ?
zbWY)B*-LNlyrChvv`;H+-c>GihCxu<!O40ux-VtveIHqC=hvdw8curF7I*Fy_BoJr
zNI^CZlv?O*C8b{*KHtAf+3;;b<Y>qJ=}q6jsMq(nUvbf61dvlFXduFa?ArvOA9OhR
zS)6(mtaanUf5lNcKg?wAGPsQVRF}OZQ&^uhL7gPQg3Uzaga!~V_W)ofH#-(YPE4r%
z8e^y#LYy9Bf2s0Vw{Zri4i0HOdVkxiPNwUvvsco#C$F$#Dpgn%sut~zVZ%PKvR({z
zLT1&zqDl>)P?FC6Z4|d(?&FR6##o>Sfj=T6jIwt{K1S1Az3p;4VHwywi3?}Wp6HiF
zjWJrhURzmi^!fIQ(~R%U(C9mt(y(2EO@~x_-iE6;fYPo6#)iRehFW4M5ZRG%qU}<@
zpYRp+pULBq&p-5e>Z)~Hbw$qaSMT)K#w!M<ki0slVcau^8%%1(9qaGXubQVvM)8X=
zCDDUG?_Nh4V3LsY-44t+f#7vWf+A<jD`}B+<t3Yv<@Wd$f5$j&hYkOmZ%#>NPz5o7
zNU|O1L)8$3D5{ny`=1->`b?d3#UUz<o{Hf|+e$-?v9Tbi+>uSCRVWJ(@k+&!0$+4d
zbznW|i0h<p>KT3dox>AWdqFoRA7FM|s%4c=@FZ|cXea=<WFBDp)=2?axq<UWL2d>7
zK=n2z#;0^~??zZjxu5b+@h4wB%;iU%qMUobu!;?n-0o6`@!`ZVVW^m13wt6=?nfJF
zyhcY)Cj6%^Ue0lwWI75EiBc4cQ1@GW2gaakPaumL>uE{6sENo9Dn{$02A1a5j@DKf
z*yIJP`L-?{TZp{fCUyo7>4syJ>&+{R1av5Ci}T%=8v-Usbo)k%;#M|gDAqt2TC(*#
z+*LUdn}1EtSFu*-Hel3Eca=}KGh=sOGh}E0;58LesH(WPxy8do-3yo6!qXy{%fKvf
zZ?DkyVdF`@6)(|;3s$UNPNq8<=^~|=1mrIu2bKxPRDn}QT^C-JZ(Mobr25&CFUsZV
z7!$R9Z|@dvl-exn15GxJ5+^qmE)mhA29R~y?Ug)nhU<3}2TBGv8T6f^6-*;u2*3}H
zi@G?^PLjgaFu7PIsN6MKg*n*a6(Cj18QVy)&3a1f{=&9*bKH5*Ty~S-+R8>&i`DH?
z1qpentORJ`dtazUb?^fHD#N|TxWUo2Z^5CJA^voO`9IwP;U6d)=tDBW<I-J=07E?q
zRcL(mQF?+xgQTCzoB`rfo>0c0UZkZHIs8Q1CB?K&izE3b?CCJcx5AeBo`cHT1(5-6
zs&KYN-7Tnv;WXFWcP@QP_h0vq-(HK0k>(<ab=6bBTWgDzfXFFVRVkDgd6FEegqj|@
zYp?Q>z<9a{^-w~!&_5$enhGz*-#wM|A@VU8U!Azidzg~^%dm=OsQBgy=Jxy{7{$`h
z!X-GTjK`V!F<2-saN7I0$|)<&wui8ieCt&2R%Y<+NTrBHZL}w#K2&yJ<%7Jm=bKSB
z^gtwS_=NaHL=b-npNF(^)2lN&2aAS|FM9R8vls!I&>-zXM6C&Ol{W8i`8XJ`bS6`!
z!6{-`)+-_Lg%ti#MefX*x}t#yk1|!4GQYaapo|gck+Cr0oIZyrfIdjOzbY~x&beE-
zD7Pv%!)-dphc)>22lT8XFvvr8f-i~7T1&~9yyI-$h@@(M$70}Q;Wye1h-HI6hw20L
zD;8u#f3;%plh!$$P`OqPS+M6rlRL{2bzGh<Oum%9sJKv&$eB5e0yTkSP(#aMq7eFP
z%wSdW%r%plvXK0;#u*5Y?x&0-CDu8+M9a)a-5ozjvH<`u$MxND)EL6>un+|vFz=#g
z-?(bD2viklGNY1y==7MVPfM>cX598zbbn8{0fxt^jbn;<*gm7?l*ViTX4esg_?Q2L
zll4b<rjW@WQY7bH&aamp9wFV(L6c(sG%>5JEy(lE1Cix6>DRWll5QT^!MQ)f+Eahn
zPypJRyfc995AM5`1PmWG9GLcy`)#U~fGos%nI}`IDBUq*2C2@C5F{9bQQ!<P5s1Rr
zYr@VSIL)$^n%Yl`{1yB&4^Ky%M<?h%dksDyUz%pmA>ny4za!prLbuz6ueM$aa0taw
zipMJK*UVw>vp;=UU2PknnkuDv&5?X><n{xj7jN~>;WTq<e;o`8>mzzjUNJi`gpzEK
zc{Z&`YGse=%CIkPHV2x#EYg)C$Z}E*TY=WPVV1D+p^R5WjY(cCn=G-_=a?$1Jh;h}
zx}UdY=&D&i6-Px`^e8)+R*nEzJ9$@#G%{q|Rbva6zn%b$l_vV~cbf{CH4$%{z#GoD
zMlS>2x0;-Y2;HQ~=6h4VC2Gav8suNtScn5A5NJRl`sHaEFo3Q(I5LcKsFyqZjg=em
z3kKZzjP|Tk4xNNfK4sgq58d<oV(|QUxMaOvyGa+6uEVqp%~^NronXNkAtweQbnb;<
zR9Xxon^PEjBqwoIpb%4;c3Z)mWjLcXgEbkI3<&MfK(GBZQk6MWFr6khG^`X9lDq_f
zv0}q~uzJ^HiULP8S7{Yv)doce;av0-3X~En)^cx0w+taX7lTF-w5;DXs6}S3#X_ku
zHmD`tsYbQLHUad{?1ayn6;?y&{3M9*DU*w?oQ*z%EYre29pF@_Q-!3*3WH#|h}1fT
zT4F@w(BZioa~8_E`z~~%H(QuaCXHOHoX=PsrSHOI`Xr$DK@4^fwv3EOls;jHTIizU
zQZqlrHG!Fy@%>MKo|YQzS{dF~CvH;|8r3~x<e7iGZWwt9%h{NK7jFi}*4Pa=2bV9y
zmu<AAUcoKrzooySN?EWnMJ?=n3LCt>g~YwkKbU$JSXrv211^>%Wvsk#lXP?MODQYt
z9I`$YPv~lZ^h_kRRlWF~(s<LSyht?SS+s}OPk;NwYa78(f1)U!=cG(C)}b62z~puv
z#}}jJfO)V;&VD=FoKU*J=UXi9Tdu0-@ptfUgQqtQlW;&Szlf%;mGz{q?ECW<BDZtO
z$M3(_u~)RQ30<V=zX)f11|yjHgn2Dns1|R%sv(*~#V%-9_V(?s?Fc`&@pks$fzT6R
zp-{0p?Qp9tKJhm6Y)NEkPjo9^UZ1qLf$n-ZXMC>!Q&TX6=Dx~5gaA(`9Ix*((UURC
z`4(|no-Hca6H%47=^^t|(-?=oUzn#5;;T4$f2$+=k?JSJqyvqwoZY8K;YMD3R3&sv
zOaUm29#lJ~SV&h-w|UCE>6+==dC=^Nr{L7*{SaNgs;-*&os&N3VZ<|W?lDv`qWY?X
zi~5JROH5xL<F8xAZ->VRdKrGXMC$NvL*C$C5rn^5*l)8h<=D$fUwMUUAIWf8D#(RD
zl1jYDxn|8r1Czy%0ChoFF&^-;n6C<z!iXcM*Uzk9s!{t#9KM`=XyB_l>7(}6ahc&N
zG}D=V>3CCNr^%ymn^p9FCz*j@rIwhGrns5x$!xn_ouh|oe1CR(`@sbr&H=!M8b-mG
z4OyVq`}!dYWj2;3tl#R#q$=;48efmr@ud?hZbgPTkVA_fpjzS@Cs?4~n@866br8<k
z#;?NG3Z{}jACVV4S7#%M84r!YIzaV@xLJ=pVdQ{K39p6z#I1`^?I6D`D-RP0bRqI<
zFh5<)8#Z=Z&gv;x3C4BZh9=H|=8Oj9k(qmRCL&+`vg+=XBu&A6lKV&5L!R?vjja}b
z<+`mhKaM~Db)&qfMRzw8VA0;FM&@C=xm7Y90yR-N37wr?CS94yP-0*@9>5)=iZ9#N
zSuBTs^#1AN34`8kdES(bLBDMh)}?usO1OBHXOoghikwN5Shd(Dv^36)h9l#v@bIWF
z`4>J~=q;EZa_2A}Nzq#%(um5A-<WHe5f#wShn%%%C$eR<h*U_weExzU3tjuMck}sF
zcZb-`5g7r#sYkzctyU^Mo92IPy;rDshiaZv4no}d31Cf@{CWx`QS8+PNeC}y14X4)
z9m~u;${0uI-qT4+V4XwhY323uZ^fsTZpdGKFwRVc4v0_fl5S}gpG@z4v#hsX7tzwC
zw-jBHV@~t1B13D`$_yyA`w%M3FWn^bFQS|#2BX89#oD)+{Jj^=36o=bZgm`N3>}Uk
zZ8rY8XOOYHR95AkHI@7{-aoZGLf=BDz1<+p;nRB0(}f`#Jlnm4u~cNud$&6ECfG#R
zcPzwi^&mvX&F{urE10{8^`mR|UlYk)gfMZ;JYqW*CD&cRH|_ru`7>X`l?X>89~YdI
z@QJMHwV#j?*_Ib)x6J9#P#X31WS|56HJuG+ejx8rai!g}Q?WFe&axcN>Y-dnPHrI8
zL1sLw3Qcu*{X7+-Hg1(1)!ediLI*8;g!TToVG|QjI<}+Fogu~OwB#IMu`RRFN3G}!
z<|s`3dEbB5U2{;v$Ntb}7J%5;9n{Q=&_$UTX6>&91_$+vC%=gA?!w3Tba<6IK*t8G
zYec6w>1V#Qb($_O*vpDM$%qvIZ9Jk1T|uP9tu@XcIXLA3g9$Yq;9{JAvgg6y@uKw0
z*bL{f1cgt^sH4w{&T#Eyo5)XB>!VTlACL`i`4lW=H+ZPmFiw%Xrz<{ByDx%j!pE;{
z_dqb!rqnza9&GO>YHSvcZ3Y4PP^+C>i6Xa8%8Sg+)g8!jk^o=r0Mi2ST9at5=v*BF
zEXYa$SLH`3o1G2_`~1=iRla%0REni8#izfV6O4^RoBeLAYsCmhq9z^}+K3GGz7!es
zz#@N|pNzBAX2;2tE66uZt|6Ua0`79FLKrVZ7v)|q_Gxv=nzcqW-Y<cuNn%5SOp$HK
zLIZ*(mJh>Hig|Q;Nu_3itjY=ejc#b`<9o2IE9hIJPOfok$R0yIi_QwY*z8(#TL*|y
z!8k)i8fEdm-(8Q=mOQYt0_T>c9aF;b!g3h6?9R}}b+s~=@cx~00mgiT+f4?QrG;Un
zm3p@OC2~uTdtihPHaN|z>T97;b7Wswai7t`(w>li;eL&PvG=DpXO7pY{Qzd%5JkBM
zrMWgdKxkhjWp`at#fHUi&=5myx)m9@*pS}2)UQiz++6O~5F461`F<N}m*D#?ljDe-
z?oo70YZ6anR)pjr!t58l#A<MRX}S2My|r&_`@f#P&bkLZ7?}vO=P4G>%1bi#pOrrf
zQ}A3{sZP#jHcxF^JwYk82^PWbose&LI3tb-y6stJaIT2_47ZX!+NOd2c6~3+Gc&?E
z0T4)17i6JtX)l2M9=j<{^NfoLrINR{XI*lK=o_^Tz1Ak7tIm@!QXT+tIBo9~uFZsu
z-{g)8mxmf*hPvfUY%PbBmh>95oU(;7%n}vf{c3s>O-9Jo37!(Kt(G1WNzuDDi=La3
z%eG?OFp=+h>U;<qsbSfO?=8d+<v<Q2)B0AVJ@Pzqk2xQviHt}^Rvn*8N$?4$eg)D9
z@!OXwZ9<kjs%m+yK77?mec+ho?-OUD6irQ~V0}q0*W6wpg#@ExFwUrLPHRYf(A4sK
z<_D=i1!6xuuRlKB!fPu&^bBIXh?F^M+Ug<?CkAGc0>oty<dW76y#xBH7J>2Xr+!=~
zcY^f3-~ZsmND%dU`L%u1gQGBfmX^-e4Zsc7gZt$gQwO9bR2BKO^tbh3B%epthWlm~
zkcOE?QNU@oAf)W3z-A9#IT#A1K+<fe^*OK{gexKKqw@lr5LAeLN6{MDVT88j<U-Z6
z?*z0TC^x@=LYU~A&Pe@iR>`|j7O`h)H!yz2$ee^~*y5*WKU6xuDXpqW3b4Aav02!r
z?yFZ{3hTM!&aU43gAHTUn#B9n7O}meV;f}BUuCd1!G^i~9Xp38#RS9eqoJ#E43U*<
zeAlt_JMsO1m+ZRXQIH?1-4eN4UJcdgU*)tD)2|j=Sdppj_kFOCL3~#N|6Dn4c*KNc
z5s)HX^SL`Pb==`j>QI6NgWW{y@6%rrc**Xjk_q;|d%<<yWEP^+o1}+Q!A}&dG62L#
zA87tvRP$ex*ZluhemKFO>HjQ&5^>FgInV?69!e9e2j=q@fq}PqP>Y&7-$NIfC7L9q
zqPq*AY%-s2n3T(qinJ6lmSnceizhlXy7d~ywEWmpm6;2z*7K*o^QptoM_!}*sVO0k
z{H71vQ63y)foj+o8Vpfdnuv$Lc1V#PY!O82Q}ny8eBqWb<y>Mvem$LsLtwPA>QDk*
z%n?cn5ufO9U}MxeTXQq%p}S`&Hp#|SQiLzjMndAjt0&wWydP>OYe@h$yLs389Sy`>
zewnR@weNtB%Hr21TDyA7IMMG(*`A;!UqepC`GuW#N*tX0BzmDo+N*6pw>@NAy~1SI
z{9>q*0yr<Snx?DMtczd*0LS+jV}fk{=(TY|zwDv&=m2xJCHsMzOzbHMK^N1xTePyz
zM#QUCwgyy0Ol^+Q)Jc@Y=!f#r%&Mv?0udoXS}pKS-QsO=DkjCVW%Kzk?28Ld(>m$x
zBNo3Zz#U*rmRw{LATbl5w=e`)g##p1YTz<<yAIJFS=A<%<b_^3x3C+w3*z(m`lO;g
z?uk06R;Cb1gI-6H91(1mVSI`)asx2txy(_!dtzOs{O`QHC~iqrmH?4*##agiKs3<Z
z*n$80M^|%UkJ@63#WYR`adFbr#q=y;+h+F#f6Gz;bMg-L<guov6RF)X#gi;Te2p%*
z!X@qXoFjpXXI!jEuYuzf#Csv-vG+9A%~<B5jAYmTkoR_`>Fmy#t?ZFRx}eL^M8GvK
z_Nq;lCVc!_;R^<g=#;Xb?=UR4y8V$VHU3G9Z&ODa-?PPFCzGHDID8#~+n;e{SFmg1
zP$+61Cw!zz<<_ezktv%=CDLzxYZS3ztp7F1CG(@J=AFhbPOUt&>>zHhNe5L-3_1%i
zUWkB`^mR2nZDl%dN$fCl`hDp?PJR{bzG;=4ZqRj0eM=txxJIo*Y98kSgx4k_3#nuZ
z6aRo{`Lb1LG%S<X+|>ELPmiV#W_)y|{B}$%sq%sxbgn2eR1>a<Q<%J_T*SRVg<+x2
zy>fX0&1KvBx<3sVS)Nsscj(w&)OOxW36gMP#D~_VG)`cIa}GBES}!M93*{Eyp;Ynk
z3mg+;GKs6cZSEcGs%vlXbw|~KAQMFRgJjQ)X#|=xWY2(1i#iuixN-a;0}9do^7`@D
zj#tvVqKM>gQ=eZc$uG!JMP@1zH~?!$$n&+xwl}9`(V<M6wX8M|bmXiby~@0A8sNCS
zJh&dwQ530W=w4eOeFA^n)0TGl8?c7D)h63Q6Cc}=bGuicN9IX}ExVKIxB9!wcD}^d
z7J0Z(AekouYH{zX7A6s@iBhRemNBG&Mz4<E5irnK5Ob?L%~ru4-SBGOc*W<XyrZ&9
za7kWeNQX&NN5;j6ARHLhG)wnh_&>EtO33&0`EYDlt_(acyFr;m!Q$QAaEe~;Mz>f9
z&S8CA%6zI?8ar2)sp2$o__#5N!#DfE^2I|PkmosJVC`E~u^vCHLHKl_S_AI2B!;E?
z?m*?i9vkmb&_l)n?{72)^}_44TCQrr7A&MI`<l9o?qLH!m~IFN0>59sk{hz8`3f{f
zMKZGeW(rJ8uqUgP$Vx};k)%S+XkD^7fET_<(w!b%+%q2<X=q4MKix3Q7IbE}kY_i8
za*{A@IW!C%F(6OS?~oKYEzHw-hsE^OaYxahI#D?~+k2l6YZ8x%%{3i=`QQ5Vreh+o
zsDs4xswAAtqp(pd11l9AG#`F<wsCIOk5Cw$JvYj)@b%4C!J*N0LbYJEPFs?plO=(k
z!iL|;qByb&sQ3U(Y);(sv5_hAIJ;%CgkG0VzZ32r=`<-vz(>i2NS~+$0}Oot=j5;m
z0X#7|9X8_A&X<-9A~f7H_XQgd5;7i6@{J|X=`|bAAj2x_uii&^aYq9Ht-<OFj7<;Z
z^X|34q|ta#(SdoFb5|;@*~5H-;pB>MOwFyrI?EtoLm;3}M3bt9ai&SEZS=nWmiEr?
z4~YBj50Y6fB2;M<ioGX~JFP=R%GQ1LR(<sKcWtedg4Lgd8JQ_@CZ@?T!!<Q9&#RO_
zpsi^b4d6CWUi=5N#}{zMRb8=n$($8jy+2*ulv+rc!$RM(0?5kRTZiP$2=hQciaH?c
zJ41j20q5C~z6mBMjDN~QiqzZ0-I|RS_Ry=TtumJ1u#OO)wAQ6`+FIgvUK_b!tpwoz
zW77v<LeBK<g8I!Ze*dsrrf@Y-T|1H_5uC`j8;k8N2=lStK>n(fd6d^tF#I?#v0YA?
zA4SuBt^C?Jsi$qF=F8=SB8oZ)PsDAFcf@F=N2KfP>qu~YZDN;8epjULvvBDajCkp@
zynx9}xSghq^n#H>&S>Jz*2IeUIIdtef#fg<A_bp@3F`M4xiUUJ@Xq>uNA{6QRU8|F
zUdRshbxU%Gx8*bMtxk?LJWAC&KWs;Z*XZX>3(CW}v`mFtHS+Z@Zg9i%AWLcuuz4DI
z_r&XM@!T}K)`>lf%3l+RwZkAJFW{&LEC4WjX#LWelV%sH<(VnC)XF$^G?*lz41B5!
zGOjaAfaJU*za&^EE<<zyk?aOYd`*X8M1Wh>KHMLD6dKQ>M=(MuCp`Xc*qMUIdFK7f
zK`q-G$2m5qFXy(!<D(~B79sZg<104XFqg-*V&S?&HV%Gk{IiXp#pZfLhMn8O&2MKs
zh~F*Qx;FdhKxZ4?+eH{3TMGn{S$?-2^q(5kEU)VBkTqvcGp_vfB6%lSH)Jl5w{jKV
z;ed!>4JB_W9AJ@L9V=a1UbI<$sIS~S`O<|yKO1hB&hVX)dd8_fS#9=HLhr1vv4_%7
zPRL@l-Q0W60rFovM(?~LlnQoAagLav3Y^}oDxLK+6cB?qE74$_w)!e)<zny$)GmO3
zzd}RaHjB^=rXmXyyZQnn?@A06Rh5J?T=RF)hT?a@WrNa_^_7`hvvs(+BS6f_w85kP
zfk2WFCrWl{lcl$iI`l!5iI5EViT5pyti=6W&hLqXdxxuAl#hB&>?w<?{UK~HH|7_e
zjK)@Z07d|CJl}%<9#VS=V+Q=us6q`8U;}}E27so)!Sc{iOV=t3lpC28EYizNsZK}@
zo}JB_QKTL1<4IK~&Nm>FMgvCUCam)TDf+GC6_UE^Af>!5Wi}K^j{}{kw~RO;SQb88
zT{TGN(j2zIXCGMjd5i0%ucSySrVj<~ji8WjS4SMl8O<C8)GE@5^)4N$34dPYW6uG_
zb)VPrT&0&`xUb?7VDac?#jJNm_Ja^0DUbN}FDn}-np~JED49z;v;e$R{H7(kK+GpQ
z#p=`XiCfSG$7wBgfN*|4EJo88a09MMK<@Okb*11m1#-%Ek<wGnCkne6wb(~nx3C!w
zEKu<cl9ULKaprl1+fW4Unw9%y+r_0@d}FIYQ=@s>H;6=!*mqUO!hBYxFM*;@BtOrT
ziE0L)K7KUcv=o-Pf7xkbH)P&mm@RyW#nA>cS}1IAlkahnBERQvaN=>PDCx#}ty^&n
z_e$?la2bTEWA&hb5ehT+z#6$K`%1nFK~J0OEC4w@=NqBnyW3IcG5O{Ar&`FwXSIN=
zY^$uWXI%|1tC>3T7VYQ3?UVdrHebwZN7$QcozKXD&>31`2Mq>r=03m@*i>ufUd7h8
z=Y<yirXNF2M=F0e)cKc<Gl^~3I`q@LvZuw^ZP-lQfbJOCN$J+Zxy&j18{P@u5)}P5
z6bTaOx@QoWh1A9|5;5-pDe5%Rdo#L_fK3${{^aD!@<g9#rPLP|GV&`WikUx?+<!Z~
zTx-mUf=M3y+T~)H4tPb$oB|btRNa8Xb+RVaf_NEP6VhoVh6&NNA3g)L6k)qICdNxZ
zK>vS=tswbV9q@lN1t8dPSai77?>eFaT;JLquGqsIjB!o?$yIYR4U4xQajDNAT-XDN
zf!ziu9U_Rb<fis~g~JY?&wW8I*(bdE96p_6ba$bXW_6OA;JfR;rd204kBEN_s1l*L
z<D`G5DpdpKRSgNB__XS6?@yNdetczQ=>~e|PYf%RA2ca{J6OdJy*_c!8Bl92_1V~K
z(jBM{z%8z;)xDIk4IjIvY5A&|E%eyfLJL$W;;@WQs!XeGY#)Rr*OFc#L5Rmy!))$|
z_y5+#4>VgSk2-n@NSY7NkvldR17rly^V4)_t8{)Z{zOqLtFILl+kwq}YFB+rYlwWE
z<MWP6tMcDPmZ1JM(utI`1ToL!hz-8E(iyMo;ZxONm+#DmlJdyw58hnoOR3-7N1l=y
zZsz&?`n}Y4Ath{D(wUuqCwy~H5eNl{o*52xVfeo%e1cB*{{eBp6ftcp-Y^~qOxtm<
zM~zyrkK3~kdbd*Ym6&oDNo`#oR8HQjUC_g|qkaQ+7;774gAug2z^g=Ma4F{L&Y*Ab
z<w<<N*LQn4QoiG&UL3yZ<GfO_@L0A&&nVUp=!mH7!j_}?wCW~t_>JE^f#I~#WSKU1
zsJyLDJ#r)bv7gM%$omB7DPw;8Ao;fTWgx3IMa@eb-hz-zDq^u0{L!>~7Q#}vlRf{4
zVWqc{O@(Q*DHeLoIHWOxg)CS@MbN7NZsQi_{!K6<g7(07_cEsER5ze3crHETChM?H
zO)1Cu<J2VkLR1o353{n7mU@|XB!lIG7V7^1oTYV`X=vTsmc9MQwV$xQVa*sF)+^^F
z4|473Y3&p5DO?oTba)l6Y<WFh*i4fsJwXdC?n7^{-J5K*T=vLwf3E%}*O)>_u8x2z
z?q+gI6Mkgy?=--o>24QQ#Gyvv#eM()hqWJ^*S`9w=1Rlmff7~hx0i|@C^L@FgzHzz
zN+?n5CBsO(j#A6iw4sG)57cTCHW=WH7dLfHKkjWKiF2JSYYu*TBgR&3>Fx;Y%YNrS
zAe~1KKOon{AGV|0uJUjJsNaJTM4_7N2S>8smo|nH{x{~{GAPcjPxr-L8rR?&Jh;0<
z2<{Nv-QC^Y-GaNjySqCC3mRxNr=NMxQ!`WZ&eYj8v-jB_?(V9#554YM>u=ZZ+FNPH
z>P<D@(RM!$6lpo2F+rvxvxcQ<CqKFHM}-IVdkTPN8aK6JJ@_BXJAl?N7lI&<P#Y(Q
z#+VnEt@<!^@`~qiOm{x$l=u7bkF8v~`uB2gBT(9<egnPVxzIztrS0CRmWdJAfuxug
zG5)DIZpI!(z<thztXH{*6o>=5i!t8dYu|WpRRnw!4tQxV8C86)8J%e~rGH-h#o2~(
zuAOCCV|qlpt-YK+s6_+bA3TNAdn?vTo4`aAjGNKlQ|2aN*cl6&M}CPuHUh_R%vXZ^
zG~&;f_JL5z*z-a1p6!e6ZYLb2yWkRsCbhfPu*Fc4THs*1V!xp&b16b5MeTmK2FB9=
z@Y9#&oVfLR#4gyE94J`xF|CEwlU8eSr%6s7K~HcQ*ZPDZj+e~%laMZd&qPw@)#$Mf
zM5W?<Res}&8o<vjVhpH0!;$`BzA@bKD|h6MS?D{s(pcaA(wC%=@1ma*?ppHp?SOP@
zVP-fX<hN#n)0Q;xWEXA@+lYll{tIM6;rfJm+sxGEd`FN)3NWBx8^rg40{MLh_|j_;
z5M!DXL9JTXd}keXIv$1Mq_u^rXDvb{k@T;!7tn(n_RM?3X#9|?-PeB)DgkZk<&~=+
zpWpcZ^0Z&?9VSMsv8&o025A_FXHqB^uOr8s5wk=QCtS&ShD;2%B&77Ba_Iygm4WgH
zf&qDryMa9z?ky(^*XlRNMg0y8QR9@2jq()!BMYM#31OcUJ!Ub%A1HmleoVgk^~>~H
z9P?pVlw^B(*soq-`5Jl~zNdnu4Sw(+i=Lxb(yx^6K_YRAx2Abmv8_cwe>sx$z66Ol
zya;V>z=-dIbrlL;P=i0}Vh0fRQJL$#$j|(^7c@Y8U$ucX`}TU>c?XJjz&G;-y6+!7
z>fcLj_;@SiU**qvkbkwixKcDk4W518)Yf{o?9t9h(9Ci-ozbr0Gy?OUzpc=|UQc^W
z0#Rbk*RD3~pxjq*o8r(sWHdHrIKqD+)V{J5Awhgy$GPS?)$-iNU0ztY^o?FUlDur>
zBW@JD8ozCPv;)ntfl@`_vf%!go9FoOeHGr~HmUnqtWR@Eb6UARews}&`m(DJo$_{K
zow2V9Ju#+%?izfKBZr?S1_R-0XYDpG9$9Ylt~gOcyftt9v>I+!W4m}CJ8?R@Gri1D
z7n<Spxc9$o4zp#29$?z^Yf?f*M;}>xlwE?GINVMirj68Y8mY!imqob1+&qO&`3JI9
zGGt{#z8}SII|{}ae{#|*x}|%Z2d4b+wp#TwyI!~25Av3{B@RyHSh>DtDq4KFz=<~&
zZ@=vh6%yo0><_H8q44p#Vcq8lxnbHT4gsyR6SCQUC(YHAzYXh*<NeHFqdXm7uxGP3
z^<mt)8A!CC{3_%=d3bsmbifZ@01P$A(w^&*BrL>k52N;05-N_@%;<SD#xY36?Sq}p
z#aiuQwamLwRS0>h9q|KS2TfLDm+xl*&B7FVBR?2KcIdPpV~=ymTw9LNt{k<|n5@-*
z3cg`-VZ7patAd$*P)5Ay4C{g1mmZzo>%2`~^?=lm1@DEYH?Dc8!EBS$EY{wFlxGPC
zZGmTi%Nz<Nu{4T$R@7vB*3}1$e?jXVQV;ZEz0s|hS!pX^TC8Ft^B_+n$^}ytICA3d
zqJWbSe!mqWvU()|_!(aZ9f2U(!?Z>J$k7B!$}}$UT~?CH2U<DY>iICl4(TYAXw}t-
zg3*zEb>1NUvf+dN1mwjD`as)qPwMCNL-D3_v5oU-IsQ%ikY0xL_yeD$;)HOd_{Vy}
z>!82Y!{#u)Ye^;0N^QZ}YO(YjrzNT1&bilf$Aa7>R`FM~s4pgo8T?JrUfiHUpq9%=
z#?7wu$7Gmtx`Mryg_#GQBLF8Qqa~k$W(JlzQCgs0pY&ra54wl`4d>=M-1#~(mqOlE
zSLW8VIhHq~MhW`cfHdb+MSm#;3z#d^+fcyoW1Xj+BW0jkDu_6j-v|nX8sj!34}bCz
zx31^C`5yF~*M@f)+$bET1%0qs^<w)%SaztV9Q-)IkIkzHLp&KNaHCb_#)H0Zm!gP9
z)4R1Rd2>kG$IP@jX)GDM#af=&8O2}^WXbca8HuBS^Od`#=DT0%X%r}vMN`V9%F)=6
zL0EN*Qk34-HePvoCgf75DTBoU?M<vhAG{!u-<#4BJ4ljEM88z9l9PI}G4T7aV?k^#
zA1-h^=~(?Ur*Yj;Vlkn5{>MZfcI^kt8(GsWOuY?OOG)XLbm>+&KoX<7qlm5$1ryU{
zA{NpN3<>-MA7rTI0?bm#8|2K)3t{78#2jWUv3Lw}IPOI<gyKSu-n$gx#o~*z0y^C|
zePF@%mwylf@gJls-ZRe<AH9bfEHMfYS)q3nA#K1I53nS6_;R~OI$omf*COY$lhddf
zyXqTHIveKCN^3=EC7-%(qGUF9EBPP~YGb=JUqyi{pkWM8Ag{gk10BXOut-l&iR(VB
zIXJeYPSu~=5#biUleobfZEqI!jqj#3V{aC5^F2#$p%6{1_&AQ+%xF6&!jylUss|gW
zdBgkI4dmT#y%`N+_k*EqTI`-`P<R}tO4VdW<b6-K?E^y<qPq|bZt)|mCR-XEsl38|
zlrZlZe2=CASAn_r-sNFC%IS2-eg1KP;9MlGIItX4f}H64kUOIw|JK2PlQqzCJk8Z(
z_QXWKeC<2^$o;V%*Z6F6Vtdv|%;8h7kLcIWEk66kn)%#*C)mQ&Gn?C^{_EurSl^Sn
z{HwmVsUH$h1Js0}ev|7V0lxb+T378`PeS2n#>$3`ZV^bUP{ca!x)2cE-bn7})PjcB
zLVO8<Zr0;;XW0F=l)@pYCnCnV!nyVftZ2DHeYNo$_`i8tb8}Et{_^BC8tUP&A|_(<
zVUkbUlL#rfNV}6exMi0{vLGb&RTH5KqiBUq8nrCC5!8M!_?@!SyYB<^lbVyG+I{7H
z{VYnI)j4(lHZ{w^alqf}R(`R$^Rwb)VTC+Rd+XLOMh_W?bD)4c?r}RXE5l=qprU(@
zl6sBpF{F+s4an`s#rSD;k0^927~RErsL@2cCaQf)9Nolavgu+}p%u|Y1Ac1l#)*s;
zZuXu&P8fmTEA8#}`o)_9m~#uWd%zjj^xWLpDQkXJ*q93n;-9UjPdw;irZ(&PBSbL0
z+s6g=ODyo!Ldph<f4Y7<d*qmGp<y`GD2(yJ0zgBqAuO<?>rRzPkMG(|)tj#}SRm?E
zl=O>#`TRZyeD;5wm8loUikQQ?slD_Vjs4&*Kj%{xkbG}xtL>=V*HzfdyMnygJxGh<
zv%A4jn?GLYva)Bqrf)VNVcDv8H6_42f_3{YirU>&z5)ND6X|>^iWZu^q_bqb6D3V;
z^<wRCpsW<U&|UjX;Mdxf7V*lbUtKSty}J%y=Xac!k&p+()jItpXygak8?dT#(;M;o
z)ecaa+o*Z2@T2id#}GcVNC=TWn1Q{>16fb>vM-@!FWLw4^v(6b@e+<_X_>{b-qu<T
znYRDtVJhIf_k4{OPcf1ELZ4mxjrqNyX&1(CAg}(GIE>=vWit!6ISdE#TkIqOgbjj<
zVA@?=a>5@le%5>S=H!zvq1arOTp?e-W!b*UFm6<{H@BQ;%<3gNIVCe@zNY8Gz87|x
zIlO+-eUtBq)KwnV^2;g}CzI?hY5PL|ZDs-nW!S~+@Z__PJ1DL|@U{hN?<uTr>HyvB
zN-q}OgR~cZ!z?kGEN0Wcq+B93fF@Sf*Q!K9$$3@KSu@|!fYLXU5<uZSWV${cf~K3Z
zu@UJlXpfVGsBv=eY+FP7FZRq|9JB=i&WN+v?ubJ@*o(PbzkcU@xtqXFPQV{`KpZKV
z2qhIZNCfBliEKpp3W>i=I}+FaIeWa^@yv&@>Org1;~DF>Wp;VHWlCorz3-qO;6VZ4
zO}x;BXkzCEvJVU0b8@1nOK$aR(wVwAmd?wAymsiXZLS>s0Dlu)0U1t`-#qzy3$u5R
z6cmqsk)^EU9T<^5O13r=Ga8IOmgIg}ty7=9MIlSkaj{JH#i4rY{=HlJ`us^lLx%03
zq&u+pOOIgLkTLM-X8(h)yXcKkfC5xz;F^De$G&%a!Fi0!X3h5b1IBc`*-N;3R_%=j
zIuyZOnr}D<w`E+>HnrR*<von45hBU5Q>p84FZ6VAt~IJeo@{-t#Yss0O}Js>#Tovg
zKl%4s8S#HXG5`JA{|E)D%Exc;g*viHdlm&4JHa3+w?uAk%W(Sbb}VKI;K%G4G<MQL
zlaIpNM+9-xJ4g(7_5piiQnuC<!=h;r-N@^Gshg1zK|eJmP4Sz3ZC;#XD5VK>lE(kl
zy#%!}|LKLwx!8mD#t%w+Ec39fAKcT1d4^bo`43I<jAiSrq2fc5X&m#h5m@yS#4$I~
zrT^05{MURyhaJ8f)L>sKpx%9d57%On$^w)BJ*ne_DD6Z;NBqQu2U0PbZVV<BRc-tI
z^?=`c<^FDe96-lCtUnFEEW^Qk#aDd$A&uj9XeQA+p;rXyJ7g}5q~{AlByBrqn*=Q#
zNns={(tpKZ`_F*)h5u>W*0P}^R0K~!gc}p=obE_}L-bK`zDK|^HJ5J5m&AQ=0K@!|
z$u{+aa2b7M$C_2TN5$Nj{+Vlx+#lMV_zm4?n27S$?Xu9t4(oi?bNT7<qkwpW$t>|i
zH!^<TZER`{j|*=Y%s1;F980P_>2DsNet?@7#y13llVB|F_+$Ue($JmMMiUXe=ey`f
z5Wy}9U|#^%+zn@3c)A!TI+LXk)6}5Gs<Bm7rAXTkNyAKG5h_)VoD}CfyPMQoXA5$q
z?<zM=7n&6HNN<x4%fbWzqGf0Inp;-66sx$Sr54ySS_kJsB6s#8R0l8z@O)Ql{SeIQ
zGR^0oRg64XmVOkr7eDa#L_Qzx3q}Z<gQj-^WqTuiu@}7A_t$N5_9NjptbS)VSfitn
zOSYO`##A`PIp|$go^RL&m26*lPETmAX^7p=vW0<^MKM!TK44hxU6|!6kLpT(+ZMI5
zHH9JKls?_^_;mZTL3z#U5x$JxPHi`;JrO8b`*@esJ&UEev}!L0G&x4n(oDy}@xMr*
z#&8K@;RPL5)=QPOVHK5Xs;QD*|9~l(uf~W^e+rDGsbyRHuWo|>?tA|W1Y*cL?LFw@
zr#=NB&FXM%08jN&@0uW{b<wRvV58Jjp@~_lMu8faD)g^VoR~VMd{8}#*shs4F7HNB
zFc@U9;jEqESLchhAsE>uMCz(?pHY+wSE|ZoklcdHXOq)?Vf2BZy!Y<bU+2yD-oOWK
zZMyn_a$Yy?8`0l3|EpLvg)mm8GAHa4x&=YAg<n6%8(J+eOyqX-$_aG7Puxn5RI6!k
zI@`*(#6dP}iUr?cwp{h@#E=OjgJ12o2oChFXMuEIO?1~AK|{MYapw3Gi_IP56)_wH
z8D=U-(O>XQzxh|xk|*u-(p0n0`U^IiU9sGlX}(8%P)URGgptfk9^wdZzK*CJ?J68)
zafB&DZ$ato0`Dtlr84LcFSn}}K88J}&9uH=oL-ArWL@{Xy(S*;rY5_FtZklI<y~3>
z2fM^rX%j;{UwdWnw?f$PkGWkuL8IQNzi0zyvij?evvT;=VKHp$>{N?Qv~1<j?Hw&^
zHP<%a@w7<xh|ou`bFdFgm40KNpFY|^^X&PVZ{4605HComm!J2F>%#O7f$%P$i`f<^
z>mhJdp>jAMitG#XG33`gI?%h8wZ9tGYi75>`6@ZM!+0|rZf7EeKHxFD^`%&*lq@PB
zRb)cnvf;~@dZ<0fr=7^LIrd6HbaO4c@TR?kRh5>|b2PF`2g08ex|3^r(Xk`VKOtd<
zwe+%T+>O-dU7|vp>Ux`U5hD_XF@`bgQ`|IB;Z&tbJJB-VT7e;;j8PbrAvb4%PDo;a
zU?ZPJvG%l!i33c<0^2GxtxKFcue4*Qumlu3+^o#Y)8q6UpV5J!zvoKcUR!BfoAme8
z6GVHth7F151XcB<Sloc@5I*(ERS<b!(C`GvQUSD*ny+e_wrPq2Ve74O@N&=W<dA-7
z?TPG-QH)+AWz2G8y>P<qUx-9oDJCC#td9`TX=`2=^;((#=F9djJf5Vp>3m16^2G*T
zkLvNgr&_<+loB_)_Z*6MVPC3XF#N8~Lb6qd!gh;h!R@Ec#{!KL&O-Q33*xZ-*avpk
z>d)SO(JYY#Hd{U0nB5OWSJYj9Cfq|!qu)Cvv8THrUQZfQ`+$3ocSglLS6jsaoN;J{
zO!nImJs+ub<^+xeM>o2TL*};C;sG;mJ3(%G-343Q?jv{v8t&neabI&8<n@VZG>hb;
zRUXviOFeIOHK5gU$#F!Hzgh~+*H~I<tT!d;8m+8~sUF)0mo8s5UVutduZ#On0ZnnC
zJ7{$`dLit?!?8Iha67*gcnm2Lib?YzxfntYL%>{XW_r}#L5LkFKZu9157O#^E&6*z
zG`BW|NATA19pV#6-WJF=0*4X0^GqPpL2$WY#bWkzW>V*M&1t!a^Z)}Lw67Y-T@9j(
z@<v|;=vD0wniW)el_)>p)%F;kK9mdP@4vx;B#eAls*UKi)g{nO>LbFxEln_?d;yB;
zv@9_eg=3qvs@lxhqfX$`P}gzuLF(<o7?~-2LXc65ey}Q<2aPXsIGJKDmLA(EK2G~;
zS@5im5aWC-_oBU-fbc6VdgR?Vjedrk<K<i7)lENx*gV9bbu*PQ!#=xjJ--h03<C8*
z#xvBw{sY`DroGCn_TM<oUS-lYxs(w`pAkCq(%hy;76yZ6YiIIqk~V!O1)Kb0ntO?b
z`FjI<C~$4}mdOH+Bk9^&StUuLS;j0V#=u$-TA07`0{vk1k?G~}=HD;EI`OD0PSmB%
zchctVY=6vRDY1S_OzZSnEw~g!0SS5LKd47<j1J90NpDson5w5&^7ylNTyhRb4Ev?&
zRrYb?(%%>0VDScl{Z3A|iwDzjmlwrTw?I1ysb+nwX$-7gT+-@GH<VD(=Byq#@?^5E
zC+S<P)+@SKC3o#nLDZ|$r2bvhYSa7Q(xmQ62PY=p;zT!99wz(#Tqsf_te3vzAkQjH
z_pD)_-l$*K>{&LVI&EHAd5!wG2|43@U^y`EcwAV`8V1bn=}Q&eIg*I$ba&G&wWhzi
zx0UQ9=Fwa}3;#H;eX0dI%{E=o$#Xv5>Iy1^FjU)klYjyxODysjJXKW{dk}gNCFRM*
zS78HW4+RtU*h!3x{;JBO!-IYfA?iMII*lTr%(w-Tz?osa^y`^n4<x#~eYMr^j0JUp
zy+HdIDyubOTCa<ZhN3vu9ku)aMie&qf6j#er@VOx+WgQH>c9i`RM7O^cRVTna6bIm
z#U_3X$?f-~vdwk7izBgwQ-MyQYAqVDs@EK9+3t?O$GaK4UktH^iBikCtRItTDQ|Qj
zx0AolYC8Uh7%JJk7XD;pd%xp?7!ZbOS7X{-QC_+_uwO;6p{cjor}fhQz39X9*{b*B
zWyJCwla{^iFFyQVku5^Y3Wu8Z$EY14k-^rE7W9_SSFrJNvp~f3OvLmRjcgFw#e{q=
zsK4C2Z0g#+9+O$r23^<=e;CsUAspgg91}_kBjx@7H~znWW6Z(-*0BG_aP-LA&E-&*
z3Eq-ZAC<n^g&0ku@==OOXVmsmR}|KS#2>?f@Ha#-a*hkuZEK*Qxqifp+wc|f-t4F!
z?1sCa(k(+*<C)ur&3s#PM!uR^O!86rK(4GYA#&SytIN!C@#^v5#lK>vL{RkfPg8-v
z{>cBouK#Md5^~RPgB82Cx$N@U$6m}{TA&1>(;g|r2;Avh_6Oun53qLjdh;s`C_9es
z!FYr97dQQ&Upj72QoeiAU6(WlBw4N#d>Z6Xc>T;{+A{_8*lPk^?}Gie7x=L~9e!C+
z+gg52JCi393m<p7m7TU%m7@q?S6Z|C5^Nu|pQ=Fv1b<m+{g05q|0jRvZ>sozXd>6R
z4d>F|TnBXVdmQv)>r-VFpPg6p4`tBen!>?vz#pfh<XjY1c!uVbov%1rY*bgNw={xL
zgc@s-+oMPve-}Q294mkn<OEHyg!}%5gM0n%O`WyRf42Gn;z|npxs>mSVn#tBeg;Hp
zE_+a_7(1jwa?c3LRx-)VJ;)<K+7z5UzBn_C%bF)*QFxI+G=Dy&+ZeGAQn&j7+Qnc3
z{x7t0_&5FdTR*&yd17c^BKKsV;K&Yr^ZaiYvG{(jcmoPNB^^>BxZjo*oORiWTaS^S
zV>2o&I(G8xD$Q3N^fk8g6Y=(35^2%ekz$KOVe4UPm2m$LY$$(kEdQNn@V^n(HJrnO
zsBdV81hSKU7(Y39(z`+m5^5L@6DF|82{L4nP_l0~IzQ8vQpJUUg!FDtZoQ4V(Kuh&
zB23ElMFA8!^{JX1al-9uAM8)^zQ!M;0wf?E&zt&zT}Ur-6BAHY087*ANtjP+p}L@n
z0bm*~PD-^$_qpa9<h`9B9Sw2ma*4?`D?RTMI;d>XzyW&rhxg3?#m|C&mm7W@I}j?6
ze=1N(RIo-!>@f${-k=WWVf=orToa(V=)s?7vRT>DW%^1-C@zxXNSGb7_qL@fPIoSs
zrA<E8yO(V__~;;M5JXk$y)HQXQDwGU;&Y~hI!GJ}s;*1!<#6^1AcyQPvJHPPmDr_^
zz0^HQ@F&PgPjrW@0|TS$DN|BUGAtp|C?1HU`9c5R&3^w+eE)wT!~PFDT;YFO%K4|U
z%Kzl|A^$mzoaNup$c6ucjNASN3}+HEakVfqQIZt-SN6EXUnudv>EmBXSpO9h&H-YE
z|0^Zj9Xu!1O+|SfJ8ZU_vwIGmjD+$5-xHo>fmaF(N-;v({~JVTFqNwqv;-y^t(vh)
zAGl-~nUOdqVo;#rD*PSb+ep8nnE3H_v=#hyHT(Te=KH872r|*Sx^8yuv)Tdn?JW>$
zz*z&_pRGUx^Vdbc4m!r<&=UkM031aFyl>ys6iN~(2C?+k&7YC+Lu#b)@fV}Napxv|
z?>8!^l|Oz7WSpWDFklGc%N%^ZR5-^F$;yqxcwhcNO+2K~ehFpyf?WV#SVeX?RBQcM
zc0$)Vo}NZ^RDiEJgV)8D8{PSBCzEo&C>p9jC!KQ7tjHVIq+3Ng6YThjW^oaiEeFPo
znV~;*N>yMT@kJaH?^nbf1Q=ZM5O<d&O4KvAc`lfHso7B^RD`r)DcWkf#qrNE)0f*u
z<!3_{y5vFm{cv}=*@q^iSY{mmTDw$na7s;^4D*DmYQn24&6N}L=ic>QB46cq{xQ#2
z)my5|*<9i1T+LnU%POXBY_LZPt*lRtJt?YSO*Sw>$NN<Z*Cb$f&|pnF+4n@D)_RFU
z2T0V2QJ0t2PT+Y~jC4OaU-JU(CVE4;pE4$Yy{hq+;s^$iOJlK`h#!}hmCA}uO(CJA
z%^JTy0sb8Jaa&A}57KAn_2Jxx{8Ux^nG7EsVcr?S7oZW(Xp9i-x4iF%%Rvo`=bK}N
zY3`yA<`csGtqtUsZO0ELN)Ab3E9eQ~bD<4jK^W`lGOtdkb&C7q`EmL}jHnZ7yDuk9
zrhM{<6ld&6SxAppv>R;Q4}l&J>zt3k7Qo01LH`|@(4W;Fa)$&g*k1|&nF`4$1z{ls
z)gUae28JNavIg!NWN8n!6yP}r^)-;g9!3XBy${(Q5y@Xt2qCmzmKl5}zydDt27py4
zToI35jG7^`0wB<W^AHvO#)SzvED9QhOB8yZqxymSIjEvQ^c(*JxifwToNmxdKI|L`
z8_YYnPcT|K#G(Q68d!_}dL1tzoaDgdo|rpUHY`rx=DtiDwg5`&0M0(a4H$ih{y-9(
z&=?%#yo3fE!L67`yaok08mUzRSusSpcxF6GF+qEbRD#11BurR=K{_t>2;O0sX7s+H
zn!$>p4D)ijQM#HO&IyMpfHmMbu*7h=zEp#{O3)Ra11&3tVMy(J+;{D|w0g)jgG*jQ
zl+ixC144V>He8)Aw(K=ft*EQfo&Fbt$oo{c?p>dEFs}nq`<-qKy-9lz{0RMsK!)-o
zz0~pWT2NMjsHCYR6xI|f0DQPpxc6YR0XD^e9}3Q7p#YB|9Yfms*frrUX+o;6Ntn{1
z6gWy0v>8nSD$<r@x>WpB-K0t5JjRlaxSB$G3N;jYB>I%7iGtsfX{az2WI!jy`d4n5
zb|DWT5781O<R7+68WrgsIa&(cVm>lHOp-~gY4>S|<JC!(305f=X<n2H$*XB@Y5I(L
z)cT};G9RUHZ4iq6LjB4CMRjTg68lX9{2|ifnT08a;f9%p5r#nr?8AzbU5NpSt>_Bn
zLT7aglqID2B8w#+3vEsEO*|VW8_b_1Ig4Kxlg@@8h<|oJz?)E-XdlxY6CUFqH%=(Q
z3^0EOvMS+~L?=aeM#tT=owUy$&TewlTIl`hqD^`JZ2Q?eg)GH11w19LLQd6g8FM+O
z!lpuDiP@6M(!g@v@^zW9GG?}H)-887N1yG_(OcMgT}Omx+l%Gz!E^reB>YVL9(+7}
zRs1xz5q7*x+syII<IGdG(I#^(#AYb1W3AI>J?4~*UsEckl#Nl`1=TfIWeoEI#oLwq
z)kZ%WHOz{>HqKz^CNgSs3b*RCD!Yj&$TDd#>DMY=7YHckRp%A=O7?2|P4vx?Y<!Or
z&g%bB5LwV`kZVx1Z$w^^P&xm(NUMl<gv+SKA@Ww>P@AeQB1bw=I%Zs6d2MM&<$K3$
z(=3wJi8&QpC41*+VcnLdW|hQBKKCHsn0Jv!)-xR<f0Ra44)!*-KK&KFGQ$Nuu_mo1
zw1!R7dELw4#!#k}u944ZsO6zi<4o!HNpp2M!>()Zl@D*GZrwI^=hx2JN0djhSE^SQ
zSpG2gux^y6HD_0v&S0Nqw2PnnZ8Nvghp^OM)b)$fWxF|=Gqf|vGew9<I5#*;47iT-
z4*P9{jtPv$jM4h;_619-n<<A{7cW!tt1+jpLpDR(Yy9i)ZLf5wvZx7?QKQLaNvHU;
zh<f2^wdx7#wXKOyhS!$YWdb|`5dtv+7(K2%l|D>BgLjB`*O%@4)tl3o)mH^5E~qN_
zp9sZJ5>RTe0*GJW(V<<S2K&MLI|GTC7W64}marj2-b7tP_~6-*bg^EXa2e^@s;DkK
z+Em?r-QA!V48_GnhdQO=#ummTqhhdSvE3xbC5OeACFRAv#M8uO(=_Nc8;>NSwW3K%
z`LT%!u)HW-9m}5<wq?T(FAoq7e=)M^q&8k|I5r=bPtMlF>-TFqd?q3w{<I7D6M->M
zek@n>px^Fx47Hln8TOiZIzo3EbE^w9c}svw3vLLW7fTz`jWCj~k;alfgisJ}-g9Zt
zzY91jPmWJ6qGc_gFQ2vuZUQzficlIv*3s#*@>6#+4YCz6i*`&{EdNr)C={AckfU+Z
zH0?}}{gC@D6-|*v8KjBWXxXr1CTWs4p*V$h@^F-SWIOq3{C@n^m)(@z&Bd(8^&|AH
zpZ%8=N_EIejm~EKS2x}Mj{V;~7jZTuHd5=LrtM^m3Bj&y<j#^}zG7X^ck{;UlM#`2
z5yky(h8b-X>tSmw>#J?k#%jyWG%~&U--eS1kp~KtTZtFDnm+2!+f$FhSKTF#C9iIK
zu5fN!+h-m38X1O~dh2sFd%D%fQ+I`Tt)1$ZJ!%Hp4&PBN;*8^(zWiwDmZ`OrTrN8=
zJ`cc;%RK2m_iDY$*%;ki?cKHUTLh1R9EKGj!X)hS8+-a@RV{2YY_PRoH8^`wc-{f>
z<<|ETyOO$1n3W8XEEye$b6MtHTIKw~nanW|lQ>d;=rC&czV}<y3#0Pv8*5QJ5Q>YG
z`}SZINPL}(#JBDd=~Hn={hs&OGN%=(Rj{(P646r3Vc{j`wR`5jnDc4o6N6yZAMc0g
z$BfLz2{YN*gc+>tEbcrv-#d|!klUyToG>1BXMv8UqlKKBx|*HIfV5h@+jhtD&F<GX
z)wD{p8g5-)pB$g=tI+qD6{61ERQ*d|i?ilyo9;9F#`o02>ewD=pVJrJSEilE4xi)L
zKRE=DQ7|vR7<;__=xy<z`Ru&U!<M7!2~K%(y_>%qT^<%vBPe{%tq`n!Uk0w4mUll~
z=C6LAZ45Vy3vCl+`jhfpt1t*XTRuxC(Ijy$SuHsm{T#jRS^qG6GZ~$>co@=4`_b~0
zGGCeJ>-O4hW;i}{V>N$~At<x+qlf!t<<aKU_~+50o5gi$S>#S-kKkj#d%>&G!)U_U
zr2<ePB`-$M%^Uvh&YjA}^knxb`2O{u`Q&{0H<9Vz{x|<F2K|3sYFJs>|6TN{n>cAX
z$P5sFdO={=6tA;Bg&+B*1flmJyzT4H5EGQ28d637_S9WeOzZ4`Ey+qA!!{8+?R03J
zyzZ6mEUSpJk|A{O44-MNV0Iy<CuQW)rKz=ObSfTt;F>`m6GK3ysVXvY2}$XM6y@#y
zMOh)P>k%6X`eNp8|6;8)<?-O1Gv=sJrLd-?0DQCC`J<UY+O*tx8F$D=NA1VUBv6M>
z+BrD#Z6h%kX}V_-lgEupkycf`OqpRU!>_>Guli@0wq?R9R?!kqt+*=YxBMmBK`jw*
z=jo16h>{k_3mAm_P!~k#xu#_lgnZc8Uj<-V4Mh216`H&>eZsWuVGz#Ehd)9gD9UP(
zFohzDprC&+Xu#44C3`X6Vk5O2ILU6M2saoG>*AGgNR4>C3m^%8iUSIu`@n-QO8p^0
zj)eXGX}dQvkIyb12wvh|Ci%}6hV}p3!myCAuyeEjtD6uPJ3Gg}Td3nK4{w6ub)cE6
zdSY{jjb^I1^qtln>29mh=ngP4j;r1X@iN;r8v_F6s~n0HT#1k++_xDBN@>~<5&tn6
zun?$35d<4jA&UuQ<d9VRwqi;haP4c>SE-SJN1xr6yxmPf-^jf8UwlrNQ}<JRtaQ8=
zp`mGLpVnpEm6+}I{@@pSe^~@yhQz6HGT6|Q5BJ=>W2c)LbUsHDX>y=bv(t$^o3aTW
zy4Gl~@}n&sU+rs1$?s!h057fOv)hJ|GwXuLZuYb%Nz7Y^J)63J;S|eN*zs?=c>B0d
z1>aXrf=`=b7o8+~ZVCfzZpy4ABZheS%49N&6P{6g79U4r9jEpQ{@I(~92t6C85LFA
zIpb_zU;d(e5U#icE6@ehbiIGgl7#8;wCPfji$3#jX$n?ufVWa_G<stf8Pe77c6~u$
zQS?xvP!`ttHtEMj9#R{Y{n-~rr}hAG?23dC4d~r~Y5Zx71rRWM+$at0aL0}I0=)bl
z!uk%NxQ1AV9SB1WQkpQ|sNJII%rr&1SuPH&CG+*guS3@Wr-w}imkproGt7sQgX{=k
zJfIfP3nj{#ta)>u3R1!Px$rEqfIL9!Mwzfgn=e%54Pyc3ffF32XC{QVR0Zivd?XQX
zL{cVXn15k0X9&-iAfk(t>?-Vo({vqJ-<cm8^`o6BsGN2N@FdQ>3=8B-&x8ab-O?Ul
zp7;co_mX}@azy}fZ*l0kLxFH9#AE_OU2$9i?x?qBLwSH}80F@<2sh^6l0%#Q$r|5?
zP)oVM{NPHDAa_K%BHSTwd9Xc@m21iLgu9~M;cvZ$Sca|vOk}=M?%=n42i%uKibJ4n
z4$#{_`hhR|fpE)qKs&^QCJ9g=%N2TqaKLqd+w>;9#r=#*hC)IlekmCYh$A7A;0s<0
zTZ@7tlL#6Y|K1N~sKDHgtAt8MB(xQ`7SqO*t^+6jOZ<)SVmqjf;FfhrH$0E**U-73
z@TJJ5*rm``0FZ^lhxdS^%9rjyGF%(LNp3sf$w_7_q!R}uJ>VH?4!5d1yV7{K98wKO
z8$tza)(xbD(*e@Rd*a%VZo9uL!LJ=F4XF)LhBJguhex5|kaCc6ka3W#kTZ%Qk*|=h
zfI@a0k`)q|poo&Wh<mhCQZ@1!@$4Xt5RC|p0F79UP>o1jA$s8l@)tl9S`+{g4H0mU
zb`R(lmgIh@f_30HpbsXVkNGJwCGJed18@Q~qFse+hI5F~6++KPr$?BJu#w>deuwi6
zAq7YO5MLrGC9gnJ4YvrN$nQoUQ4gSzOeU2<qYO6`Ln{O*=KGfkdl5Ay#!c{vF_OXV
ziyD(R05Zanf^qiYsZ@lG&fsX%`>;K=m<{mzVq|azBBaENNfObd!^MIj4J0W@ti#>C
z1F`Y|VG|m`&;}Ce0EuAm0?D5MGLa~o5fZi^D&#6~;Qi!WP~re+w&--BX!0Hj?+~sS
zAo?xzfzxsQ1FMPHgR)Alh<6~6;Gi}<DLf9%PdJ)XK*T#72zD!Q0Cm9cy^|NjF^*U0
zC(=dG)IU*hP4a=;q$+f7Gjy9@O{C-pw}B64N4g`{h1SF#c=tQM8vX|VKy`?2?O`%J
zt*(C8$Y>PME7}zv^NxMd?e9)>OL#zYpgF{<am~5*P>a?(Fe4b_j*#~>nO}|K=?X>1
z7lG;t;q{JaeaU<PIB*y;3J(g04414wdtY;g%kqWF^2NOc7!nJZGm(Yk4v)eBya1?%
zi>M^OBrhel!rC}-Q5Ew(_;3Xw?NJYYefQ=q_Qj6QLvEwP6@<N6{QjoXm(%Z#cY{IS
z0Lt%&$aw3<KBYey(R=Wg+72eRlKBQ>*$QtFMqm4L*bSWj<Hpl{Ax-T<k=2W8qr%;V
z|J`CVUWukoDiOFsH1;Yyw}H5Z-NXo{gV)3erGwVg0>Ox?bqd)N=aFVGer=E-d(8js
zp}2hhxxRkg10;ZXh8klMLJ1;V$T>y|j1Ghndi3Xmy8|10C+QUa1=)^sbV~B%zlD6q
z8s918i{MB-rXb`Ra0#_eTI0L}<489aCu9rWj(0>APatdy)=qR3MzU(5&QlBB4r9za
zwoJm>w6(fr;fU?vs1L4=PTfs`3rm`03qR5T-G)-nVQ$dq3g-ZBh-?UO5IEo)vK(p;
zcLFSjSLA1~b08~5{18eep8%AEql>W=(!jx>%!`PDlVKYOr=w8?qZz;jDvPMZ&5?=)
zW1|JlK_O2qTY3oGFp(IM5C?d}-GPt2?#&4LcR}A#jS-O426e&QeQrC(icb?Jg7rW;
zA{hgZmlXa5rv8RYA=X-0!U@e_?O-i-Xf0GFsS}PXu|$48hr$Z@Qi!b>lpZS@E2)9z
zfb{B-dm7kqUo+}~qW6o-5i0l;{_&Vh49C-l@v#bHJ|I0PJ;q#eN~DQY3ymS%bVyDN
zqY!Q0UrMyC{+=-yBOy{sn1VbJ5CI1}5IZO*w05*<&~`|oALI?~h<_xT4yo_&jdF)K
zRtDOF1;A@RkdJCft^?lijuc3)1G^yaB;#BAJ0*p4p*>)ZI7xb8p0UOjNfZL!(2wB8
zl1ND7CHoFhgZQ8tP>q?!uBKkMxHjBb4-AJY@}XlzoGA^VGflV+@eFAV!Rn#r<9>?L
zOVEqZi_r^BNluAAka+^k$Y(@=Xxri5VnmrdI0->Fqz!1A;c{Xy15r2mb_;0eA|U_(
zU!dqWodmHSjBHGp3@~o+P#^fCCz4SiU)VdcF*{*BFb|?5ZsrHy_(_kr`&aMW`!AWN
zZ+iD?e@Z%AUzjX*E_WNe8ueS-EuA(^^;)^%?dMOnv-EeXdfGga{uFL!y$w)ZP<`E6
z>)Poxc=GJE<zLoc<GZ{j@^u3)G24CmMWn~mWeXhHH_D&eV(+p8jxiG>5T_c2(N$!&
zpy+c>X_DrV4=xQY{W8d@x6r+h_q+N<+RLo+Wk@v#zi>2+Mx9xVH}oZxi>BF)hQBc)
zh4E7ZB}YaWLg*3cN8pL@pUmx`5AL9#pfsdkgnVp2I*e~Ngl$o`9PaX0=A3=+Jw61p
zCC7ys<)%o&+U?_UU{UQcZnj59w}J^vPXobcz(uPjwD<Mfy+Zsvc9i}!Y|FkwddR-L
zd-!||dmz3?xiUR4jb)wY^?K#@a@LOeaU=`U)oxzzZeLwbTs+KfZ=dBQac&9{JY0F$
zd}wxVzEyinf23|tf5e*du-1<6j-_!Mz>=2VG*Y=(osX*suckFng=i-^@*Nu^^in+=
ze{qvWXQ$Llbhjb13q%aV30riiHYziU6E#t?b$`!XtFGU|pHxFs|DM3Wq!FtPWw>s#
zFSnZMn)#Rx<Srd9jgvP>sv8x1!bQc)<Ggc<j*1DA*fBP?*r6x5N63<cDHG1ku-mJ=
zM{W+~hWXHfOhNV#mv12DFDh3Pl<d`*y<Sq*yq>mv(LjpIrWY9*-Ka}Nw4&WFk5Uqu
z1`~ksZj2k@%>s@JiSK3c%hZx@_q4=Q@wGAl7Fh&^TA}%LFF(7@ApU5D4)@!6%T<)A
zJ^NIm<Kx!1vBHhIm}a;8Rq1>Kf>xJb*mt!ixnrlLPtBESa>6Ga#6DcO&~9>dzuIu=
zX%=Ynr`JNvbQ!!U@*lwZ6}CU{3l8)4JqVQ!JmZ@dE$Cyn%uV1S!qZyBp#-Vl#Xp2G
z{<K=IwEkHO`xwoA`|}<IFK5hA=`bNV)lUUEwb=YP9F<(#&dv*$(Pl7#vzwMEJ03S~
zdk64HehYjHeT(%L5eLq^J35AUi3*VTk?Z$&EYG=T$~BfQy>i-7Gb-muBE1<DQo#oY
zD}?RlwQ;@)1j8O;P9w+50J?U~2kQ6h?JlTn)8XX#%2v=Cl~$+tA**wWjrJFH7?#+=
zCN(lU6SwIUc*@sV>dg#K@gOxsL&uocg*X!BkH{J_tVz@2C&#dkWEx`Lz^onMxAetp
zs5ZyhkF*>=J(ITQZVA~^a3*ApGaN}CsW}p~f4X#sT^DwhxYO{2ee2X5H{o_m>>Tet
z^4(Jy*F7>jBD!;u+J#-|&EtdPS^EA0K6gnb2!6HwEjFbik5A~auNMrDQn(@Q5;D(#
zCleuI@W|i}4nE<1ZyNH5#3Pyy#g`8$*GFWYMV{?FPS)_5dK~Re_72k{^DXiX-*kla
zNYgQyPcoPKkIW1cwYC96myoZlUU0i>^jmJ1m>yMa;_A5e5$X}wGx=0UTu;&;gk*Q*
zi7q_a-yF#=7#_qjvBI)zD5)Nh8}3=z-?X@3Y>26^7jW-rkH^$0kld!cIO&KwRBy@e
zcWm}rJ281#{VoI8?g3gk&nMt@&yaiiCwQ)Y+Cv1WBI}BER!a+06T8jRPH6fC-KZjX
zrii8rO(%%o4Ic2UPH&~71dG-{4o43W()!+q(59lMy=l@*Ja%&R`*~w|Sd+{bJ%ww(
zVrW;4)O>O1$GZA9xE5Rdf;)bGQcGLUUT4z^JMM-#dm`oWhDtSk`*u4NcGNxo`b73@
zbi{OIbXV@kFAWN0k1!k&7V-j4D2fF_FETdltOTg@l9<NQj@aC9tiA|Pvj5IKj!uHV
zVIgFuk@Wa-JH5@Rl`0BdQD_-%!J;B7UQq^PSxm)MW8RZelr>fFO?{fBwR>cd;%aC?
z*euc|m+zV>l|*7&I;V18Y?~?3JMJWR(nca#c(#O5Zl-L>Lv_KkkDCIp2uYbPgm&iF
z@nMTQ8T27#C@5*lRtu!USrCuUh4Fw!xR8R?6j4iBtiaf6oMWOBOPOai+!ajtwk>%u
zUUP%9-x0w(ih75-X!}C1F)uZ+H-BF)=UR@P;G}9bkT>6Sqp!+3NDN;#NIXAqLrZqo
z2|NZg?qHiHL>-q7M`1Ij3)Z%d?ryWUHX6-bK5E)jGfcB);S-!+n2t5GFIHBTs;VWY
zrJS4|pBQ`cpDAT7+BT=l!{q#kng5{*F{_xkNW=cS9b%`)e=j97%Slt~99H}frnr6|
zbVVuaB$Q5-o}h7#qEcw$WUs2yNaCHbw56+R()kvldeIRAp-sFFDNk)9?5|c%sqUJ-
zbjRJAEkr#^1OMPnWOkjH#}womuq!8am`p|;?uE70_$*OL7sGCqUb(4h(xO5XTNitr
zvE-HLg(>`sE&Gg^MG0<nqwjIZH@PDpB>}NBxg((zpwicTf@ev!e}_Q6;)Y{2f>7SL
zYR!E1Ah~+jl(BT4La&O}MsGfK-;-zwT91SA(S-jn&R8Nogl5)Ga}anMv}1ATh`&N$
zZ1Z%EHyH8{KGSjbJKBI5StDZM+A{MOa{T7eH(G-X>+mE~gt?EO`~f|}s0QA)oEMX-
zq#5)9V&ARIP)l`<rIq5xo_lt{R!1FCB%Kc4>CLRz%o;rNpi*s;@n6XVacY`iTNoXV
zPyEeNh!uoxgnH=uyk1k0s*Er7Imp=i;QCXGJE=)H`(n0;SxgVjg$0tYuY-iE3{8Jt
z!XL?6L8z6ZR3jsp4=uJ;R7#cyZjAUh3kbcykTpX*$9%&nl{$oTLb@Qal0Cm%SBM-O
zm6X+y_KK2*KQnoUTRZQk-5E*9Et!Oz=_xK@7EJ5(Oxyx*$C+BC`%QmgqL(-oP<432
z1@wnZ(PD0~ONqq}HGpNy#Z^a58+!U;7cj64g;QRG|78lCohn1}qC%ISEkZ1+Uzv<@
zZ5!`ODDY{CQ`Ce+rP}VR<KU5+z#sXvM0>Eg7@;ZSJgA?+=UD>#P9FxVb!->kQY#%a
z2a{29=V>UCQ6#ipU*C_?8OTQb8HbqNI2u`wPVDWk125CTU=LMPrlMTc{hix9i%pbj
zp`4_C{WO>{Xi<CHT%oLART<t)&|L75K)9!4W)j-6+2)^z>N<La%Jh!Z&(KbJkfY?!
zu>MeUm1WyxM<;J~iKz>dO@N6&R0D8HUfG=WR*<zoVOwE9$&{DtJ7(z0lfM_-tWc5{
zHSjf**4rJkX~2*xO)j97SC-*>msh<`OJ}VW8A%h^T+~cX2dpV`exA3<Df+U#!d`18
zm|dc~+2IvP*j4zn{5!T(RBzT7hqR&aI6akC6AeeU4kS4vlc3FO(x)=6Or)bhpyUS>
zip?94&MAHY9DFm2O+6H%&i|_B+<g;(WvUO)=+CwFQ)^<&$>Dk;p+~Q!EgV?~UXV?w
z1Rs5`7$0aTT#XvO(9q%kwZiB{tF%_UJM)ZPN!Nda2A3L&#iCdtkPBM5CX8ZUFa47#
z$18Un9VUv~Q(GKW%<m2ZX?n1XRgAfp@5J9cv<kN5sC@Es@z!|eW?zKg>Xz0gtnq$^
zGy`k^kxfudbAcQS5Xt6B=XGarDKLGUdqO22YEn=wk1(D-mj(Ql8gV*|PX27Ni+xvX
zr4y4x$-BJhbXfHf$l{QNr!p`M4>8Wa^QqtyZ<yiQti|y8AH0PEs{#aY+=WOWb(xo0
zQX{AA@-<;d6>k`o#pEK5(K+aMide(JZHU<51TXc{V37ynN^znGU}}qNqA~r=vLJbW
zCb&h?l4JGp#4iuLKnSXfoNCVN*O~H&8rL*|i;!P5-O(T$!y@IT`oeu^=)>ZdlWE~?
zMBXxESslVzvRfZ{*707Sp@du~a5TUH-j7bCtew7NBvD+2MaX+f_Ef`7JsqD6d23sJ
zTOucC3GLMfzrr#~r)Uy^A}1ZFyy?-FKlwpe9P%gn=d;3?Tu&MsqD`^<T)f%~H#d%P
z)Qguf;?EYiE14baUsw$xUI^zc2{CVW;mDpyVft+Yc{BZ9c0_aXhQdYxZr>r_e&-{6
zaD0^)o4dVn)Auwa!yiB+Z%g%Yo#S|+YE2?IRe;M<bzSB?cl<3e%{INCUYNdX!P|Tt
zAv<)szWY<Y>R3Ol)t1OoJ<;_`mNPL0j3;c@f<n>krImU3_%a`gbZpyC)*C{Z>-a;c
znfPQCx|E9A6J7>}=FG}=TP5C)l`Mt+V{>bh55>$sCu_1sC%0wvDbGfuBM1oP!#0XT
zmPc&(%~~>(hcc{PCd0$x>^c?^>N2d3ku}9tU7<{jGRN*T5t;b0CA5EDR-J$&x6Zaj
zofVbe#C>w1%yi_CuI1R>BXvt#T+8WM6)A^)c&J8G6;*w`tF@E&`r2ehQD(d*{$1va
z{TqDB?Zd9hNbL+Zeh<%B&X3D-X>~icpIj*%C$UpYz=wgOGaHyBVG}tSDY=y)jc7wx
zr$4~zh+HT|xf=>9FAeS7+s}1UBEY7b;t83B@U*V+p3{fHb`pMX!@L<WGwFgGc<zvG
zj|Z4>TM`b-CJ&dwWGZywLhSJi_<3t?)fF`UnB(6s(aFxzGFZqQWF_nD^|Ve#@1F(h
zS65a>s8rN6A{oAGa5>^o$6_f;eiVj07KsmM)$%z8Z^Y4Sg||Y7+%V8g-Ix2ghl9*H
z-PME(W>+uj*XPXey0ndsO4w>!tFjA=(Am(hu_b<6YKt2<m{jO-d67BPe3zpAeVn4P
z?CDv(LBEWt&TgWyq%bG>b1(7X(jBXoo!|$vZS*4id9bx~+ZuZ9p+^qGFIpg?g3L*<
zAm+noc+(@)xtf0C1Fvi^{L<E($3c-BiK<KF`JV4OX<(yIk}`;w)>Y7?9TYTHvk;4v
zv9GZ)%MFMj7VgFQ%x8PO8ol{-t48bxO$-qXbU}FKv2j!1INT1a%b8^zN)bHu7&a_V
zQ8{%!7N$S(^X_zYS%XTE(kl0X=1ZA(TB+>Kb`PgVc|M9>i+8EsK|kWqV!0?JtwlOE
zIiAYOe!byQqRvFg-%<@zc_k?~V*E~2sQA?5bv(ykDZ8CfgWDN59GZFqJ8)IutR$-^
zPH-jvm1A9W>$h;C0Z-pH!l{xMa7Yisrgczd%j%oEV{LAN>7}e}<y0-V&^;+kIGRx;
zDUbe&nyV%jua>B@!?zjrORf{;s<F~NTyKJM4JRb@@AL0}W^*Ap%63^CG~1y~^)2Aj
zH;@%ccMRDPlm~*rsOIsTLM?pKp6FlZ&n;9>x7e6Y>1WI8)v(rb1&m#XB5qk<)T%yr
zzc0R?{D$u7YW6Y~7fsYNmm7BtKU+UzUD<5}`MnibsL@T2Gsr$t{dDFibMfY5=VV#`
z{J8TvZo@k&i9^}eJwCh#=>uf@11>hpwh$tKOL-1(JJjnG|AZ)^4k1jh;gXlVP_B;c
zbdX*fenN~Vh)_!KevKe5c^!&oNYd1%ITsyEm`j)0gaM0OKCEZwP+@S8Z;q+TER)dt
z)e2p8Acs~H<z3yVP*bIHpKR#tlO}EXI!ew=f;@@mG*a)Z{#dVEWP}_mS*2XoH}r#(
zYjQk1W36zj<Y{by0N+F*43QV~7Z-R2gWi(Gb7W^VY3ZHlOF;9a^ynf@FSm^sK6RN(
z@$Zt`QZ_UEGMt5l;N)+>HtVIqOu70j3$KZ@u9Y+T&z7Vt@4A}1i~uiR2908DDlCcC
z5JVg%LZij0)|<fk5S%_SUZo5>BDxAFr}5H1)@FU=M0AKjdUh5T#)w8cG>i=6kf`#u
z>JXbX2kf}m*2Cf^$8RBO`mVOACEl-^tgCst%sz)bzs<D2m|`xWOnv6Kpyz2$-)b_i
zvs{+<;m&)K7p$COX>4iYoV8%HVlzFQs^C$WJU>~t+FY1yuxhLxw-_H0vkPS97ng~d
zywk7WYhHUWbPLge@%yD9?F59}neG*n8NW(OU_ErO%|YkhPfJen67>w{338|&C~C^U
z3{-dF+0aWbs(Q-?*aX6D5Jlwoi~~H2Y0yRfREJ{nN*I-+e<4l&T%alw)VVY+gaD~%
zak;29JEL9i<l^xj+L>zHvYNKh^m)g!#a%WtDz!?E-j<2cqVfj6$ukBZm3&zW<yNS<
z(`C1frC?jlvY~84)p?YjiYn20{Bm-y&HuGlSx)K1k6`ML**+((-kOPR_?k?biif{Z
zugUmns4>gTc5&sD6ngafd@~YjkNC=lwk#%ZijZZVwYB=R;U?RR(ORXIrhBxU=2h<+
z)CSz@`%=3aNE=$mJ!*=3tr{z@7?pBA8~IqJqFySx>OL8Gyy?Xnm8R3%W~1E9SkiY$
zE47lxNI*lEeHIl5BFIS7(=$4ioXHiEgi~z`U2JiyUw+c~1H_tMto+Gas9C0VF?HZB
zE$XztWm1B5>Wr1KFtOhoWM7O`^~fxSOiWwAr)6WOlg&##v<&M*DH6UuJ$*WKY%k5N
zfIzQ9(KjOs)z~+E4tRmGO#=Y9gr#Q8ve2!+MmHc%9Q9t<H2X<Jo06OD$7u0dt7!3J
z&iT?(OO_U1;}ZIhkj)$JLq}o1j9@cBS>bf!tw$SQ{W&Y@m&G)#@tVjE5fwg42HYx1
zWE@Z;|FKtl0d7jGBAP8R*w8Xt{AS^!9>Oi1)>d!zy$-F&M7-uVo1Qs_E(1PCA)21>
za(VJFl{xN5H?;+G$yaR}IBm#Dcm<YtE*5325_fc!+q$okt#T7Ambo1Vsm~zim2Rpw
z?*BiGy>oD8LH8{j8xw2diEZ1qZQIEtnb@{%+qP{^Y&(<WX5Qbub??02)K~M*bL!OT
z?%KV2pMKWby}M7E7E6gp)mH-Mi!Wlt*P6KP-&l`@;78ybprsd*5EFnA(#P~(-=!Dl
zTUgjuc9x+6Jkg}NnOnuGBukJz<L#I>-b;_)FHRT{8gZ7B1-+2QDUyYVV^GIam1pS7
zN)dDCP>&9Y7ch@VJUoMLYc1*f6(G3SV=y5WAiwqBbA1atAU-3VknxxHo%<PA&r<r<
zhW*RBi1;-(HkTn)Nc6~09h#xpZ#~Qt-6|B?F6^<e5H+M*S43(Muv!h_*D3;wtwV4l
z_?r4$9v=XKNt<Q7N&O<@zH<HEr2TmBWG`PwEj=QbuDmi1mVphA<>BgwO@q^c?TT{V
z;&%s9*@sL9<d_h&s&x4l5YB?3vWAyEpr|H1A(I$!t`_LgZkOXsU*ry=3Q8^;KC}4*
zef`9_gbcjK&1t#KIaR|EOB;)^qmB84R7Mh$5i2Swvr^nGB&P=#re6ay?I_sTke%jH
zRm6mq?gOG8{lLG%wtWcf#rlC)?8f&>1i>FjN)BY7_OzEHe~>)X>;m8ZD35c{sKY*{
ziaUr@3Wp7vF)%m~WB5Qq`2cUrG#hk%7xJ{%Yb~Nx!%fmYrc%Ap^4nNt@^<i8%}+Uc
z3b#o)hRORu_oBDY9JGZ7QZ4j#1kZ0K!D2s94_-W=O!RAv+7ZNzpqhnwLVSe?)XZLX
zx%^J9y_fvMSEJH58j9|tydsNzNl1=Ra{I`T3sPU%4l>7?m+sck<20NWQvqG8fqvKT
zaw=9rE^4tA)oq2fZIm&cJdU;+78{Av0RmB4E9?dmN3*RxEpBQKU?xBgb;j_$=uMLA
z-@c$5FsDdc_tSxG7!f$QabDXcjj1EjBqp?iD)Bi+^hju?Sza{~HzXe_k`q?K%q)@-
zRt9JRJg7T%+H-z?(y`PJ#iuW%EGvGsdlr<+t6AO_ROy2RVO|o#U?@~+BSwoP97{>v
z|H80p?6OaT!N%dRQ%_XZISj~QWp1V;re`3{iLK#%6lxsDFvV7bhZ*bNluKcxbZ|#$
z@ru%OpHOyynmRj5PoiCBLw2GWNf*WefJ#YxD54y`1QH{^7$+EagnTQs*&U|K(P+L+
zRVjgLq*Jzpd}$t{GD#fM4dR2m$wgoRy7}@Rw4*@T2Un-yH;J(*=K!utf@Dx0IlugL
zrm0F0bB>QGk)IkGYA8@TR;d8_bt^G5iPT)5G4bvs{n}t=#=DLcEX>$ds$H1kWVcT5
z4Dx4GvxUDLeZ;RXL+`-@`o*IJ^3-9Akb&z*=_3J1=h`J~17DQTml0TUT4)7Lz>Huk
zQIeTO_)NX7U1wqlB<`@8S!ze$Q<%FsuQC8SJ*7M2d&hX^nMd(q8>L3{l@4Ge9F~ss
z3x3_~HQuJpO-A@7$;Y`yQiJY}B8?+2Hj~_zmQx1_<t>&drP<%?>SEnbuFxjEvv+Y4
zG4OrIB#smZEvhRT@E?!A`4tjCMTJ=*jFbh}xH>#p|4ZSEnu^dt2pltmbGDOxn2~~}
zwM3xwzNwgsGV<EcBxh%>SuP0TzSG!K7ik1D>uox_n{hSiA%UwwR4Rycakc2Wnsd$l
zVhc2LQ(Hn#9}e=VPxPt|4p)ivpzJbdsmi-98%s%Yu$jCs`4UD33$6KDztk^obSHL<
zZaE&w26aL)Nhmv~*IA?i!6#+I3d`7tkV(`a^d*8uNC(lhn*~hEm4+*;)HhXvbi9c(
zbVvr@j<m6tE)CSd(}U}cD$dE%iR{hTVP-6quR~vL>eQIljmjFZ&r?91rRz4oRHd?-
zSNB0%$<@l;5_qd(Cn;Q%NrtAd?o^wNJ44@>U<-E&-t-S$xr_8ZSy%GRAR-yuvUXco
zHW_X`*G6GJK+yYno_OBBm8no+s3&N!G^f5DUVZ@Co3#Z0EsKNk-?BLH=xG`M->i*v
zqi88OV0?&x$IM<QG*})2_e`_a+Q%(aKC3ii#62v)E#MF$0b<^;U?uv*$!8zPi}$I{
z49zOVA3Z0@^N|tiWdkv#M`$J6Il@K<*v6IggjjnNPB*WMl+O53?)Lt<a;U+aWqII`
zd*K4HI|0{-_7Dz`5>~|;wr}hhBdD}9?QJzmUs)gKyKxl4J`d84jb{3VhZq2GSsn25
zGa{|AWWa&qb{1=arKXVl#-2x~e0`F<?9qR8xG68Y=E&fDYEN`Z!yOnaTKCJ}P+|H<
zRM=Sm0L3bT1MUYegrJ8spOqfEuE7H*CdK1>#o0?wZ*(_SG7M=UWx4MWEpT7iHCU|M
zSuTz$R)CD5sy^e*fIJR}Dx~aV)wo0d$B~cxNrZBewR}}<?c6=b@x%%VJ772qQP|&1
zW&TG~>Hf^lPq&JsgX_nG0rBYaWf$6G0!(}S)_QXD!8~|GEf^ZTjG>B=t%O9P_Y}F~
zTe0u>!!?3Ihi6&l2FF2>Q<|Kz$!nziun-fh#HsUqPKT40gX;@MuyWlF8MATeh+)gI
zCibe?_uImcw5$N?<~M5Kzgf=mkCrpAvHgLvmO`6-H!Z~48%l~t5)S&Wm&`l%hL5gA
z(a5+{{XBFKh+Ja(;T-d!;}&TFPn^w28mSvH_x@Yv$}L7?|E~o?+YzbrZg3;FXP7#z
zO{^ZSS|t&#7)0%<iPeNx#p+F-1-Vv)E-MI&V_{>_F=~>QCPfpig-M*0;j|WM6e>Yz
zTTZ5e1Z}8WPBWPcdHMv-y$}zs4mBReIpk$QN!lt<o_^h6dm2}ix(TRDC9=AAy6g^B
zG%s`NAk5VR-M;R3;F2ik_Xmb|U+>vpShW%mQ3h)+grf3SuJs#w?D)>@-tzZTbCOVO
zjqi4WhBTMUR6s$b^zvE;lulf`6M(Fi*?kOB@P3vYu?ynut)gQ)t&vMm<j%<291e#Q
zhRwPQXAU2Hv&JBdyb5I->PLP&>w6lYXQuRBsX~Ry50D7p3>^^2sn41*P|GMANT5!$
z;Pqoe`6h>P-9LWKF{(8Uq)>n3u5n){=FCjS{&nSc9*m4EupK#El4gMs+OUn~o=3QW
z=lGTI4Nw(rl<IE-%leN4OUFk0$G}>}NWk^cLI^%`2P`G1(`{e6X*wmWduw!8rim+k
z3j#Mp|C+x^C^V0HxlZVh5YyUE0>lNOK6i)|&R|Ls({ywSGkY~)pl7|$9}*E8hzy!Z
zR@gH_PiR<`hl$dN6nkI(j1@I)zBONVM#JkHhF*Nn1<tz$hAL^Z%4)~aH1T0e-JFY@
zq|efAD^bkQ1RK3HUbGC+vD7gU?qrgb5wB@H%Ak|K>{&(Tb#Bo<q@e%nJ({rH`X?;k
zFO|f<;lTEfIMCDnkr9`!CC3*DOb5|+h{ATM2l_4gDpQf`)4{0&om<;5M|%4WBzt$-
z6b`L;6Iaw0ULvqOkwj=ZUF<Spp>nOqfM~?uW;jE)5~#M*Dt`5>05_4_S~)_vuHrzC
zvo^3kMntw~-kY85>W?O$9W$Y1WUS87(kAOJsvfiMms*7@q6qXZzsUqZ4<8Xdi+G}@
zg^x(Ww1rstq0^V-LqAhErtqW9G0@!huZ)t?AiC(@<Wy$*kE)s{$J4h{j25~xo^d=0
zoOnvNc{kwd%d6-A1s6uzf5e53j^PjgP>SUE^bZ&TmyBMAAYVsI&&j!L1&5D@(AN-H
zKtwXGAGzu@q?IenTu^Fq&QKS+7qwnHcEJ?1!C!+E`;2sE?Iu?pS<C2f^NuaW<{*s)
zbS9rib}Z7jqpP39w>Xuid9J+;+k%Pi+~QaeiKvABX8QlTPwM|S8<mdb57Uk0`C|L=
zAlhF;(;urri?c6B<}+(Qx+)oy$LEzxgDa>U{nm?d9U-nmDO>r|?p^J2Y|bidXePI2
zixII0aai;hP^$FxZA=wAW(>=Rt{U9qPgtgUznx8gk1KHt3{B2v5+~3d>S!<c=E83U
zr5!(ee29<VAK0v#h09!NmFHWl1zTquK!63ig9U4WW8#7UM5e^=Pv<Wc#i|o}4=6bz
z5$tFeQqahO3;i&OSdggMgo!C{JuG4CrQQ+>;v|JU8Gi0F7T%FDDFzVARXfZ;NaZjD
zVo{$(GDsw~Iqf?FD>(w|5PJ6YK-8g-u8?{L-)2dd6H(GZcB}3&AOh7X-P(zJg=wum
zmBbYd56av*6W(<ALXa2ZsEgK100&D#JuwiPGe4wWd-aN^uHysKGa;+$27GHhd-ZR_
z@XtxX|IJ$DC9DPLAl6@zwN=Cirogfem9&T+w-#Y&tP99vx56j70rZH@=iLOohfl`!
zGpx)$c7(I~U#&hix80c#i1~-#+cA;WXuNSM<=0K$i!5B}ut$vP)4DUwHNe^*+!_GS
zL))?PY{`X(dsG}Wf`syij99sDj7g?QiKpnf=~>e@vLMk|YTAyZ5)?X=Orf|Eg@^?-
zkp<)@4!MM$_WY`h5rQyoxXC#zIaLve%CsNwchJe@!3oAtf=zY513B<N6UV^PW2*Ss
zCJvIC^Buvhb?XK`_o$>Pz}*6NkieB|D3)q45-@>}a13xlcbTYI`s<^VBwxw5Xc|+&
zD1C)4JL&QIj<R_nSC)JXBpl@vQ&n1grP9)Wdk0yhG;;y?@pj6+_9*fS=o1>X@;BuF
zG3ytPk^axQT}na1dVm&U{SaAA#T`WlD~m))<@~KFphqf`fDPvs_ea8Aew=4IjT%Ya
z!B74}G~7F}^x9wVG)tEVqk<;UhtD3AA-|@oId8R~(Se`Fw~`5`PIZmRhNF$5f4P}&
zb<Z~vWcT~Wkv?*cUG~l)77M{F6KHc8-R#f4b?O9Fi0F&n5$%hKtaK!26O~ztD;Pe&
zevglFkp|EwdSU}ffZ#(*vFoPT<80OSONXuD1M))~lGv&;Xcs$(U*oQ?MX}a_HiZ5L
zjR-2{`C(ESBjKhNd;wj-kJ8t=YQ3Q9k2J9x>%sXro_Q|JgC#^8U3DD@wrs&jLdcwp
zs&%+3XOQc{7wyL|`}`v_vb0`L(QRfgSn8>74`Ozl9_&cz&Y3r3;h5Uc@6>hyT)j!6
z!k*zSONpa?^+EK=0yv&vKIf6t#uPpDYfy+Q81%-5Rw%&mR>`YDGU7vFTOM03EGGQ$
z>UXZ{6r-?O^*DFU2Tgg4(sQG3)X*_3{dpaag=AhqYSazb5oO)3d?qwy3inmkZZ7t#
z#;2w0H@jbeCHJEZe;e(8RR?sef2so|SuwaiJec-Zlyr)M+8VWAIHj4fA3CQ*W(xRv
z@Zlz4f#yB@TBFL~iP|l)7V_F4PlB}^8Y*>gw8Z+d<zKt+!Ca#K%lkr$*^7IXQzgNR
z7e;*x;glfy<{l7ORvyvSqDAM09DFbJi<Dpd6<=%wCr2&c%d?GckS=7gNEY(w&4OPS
zwGxaatj@d!x%xMh3cX$_OmbtYA|X-U%=ADsqp2V8wP&+HxE{Bvs9kxsfstY*?f-_r
zzbXNG)<6B-N|wWZfEVKQ5n03Jz)1Jni*>3~EWzc2`G@5h0j#igw7+UFxsq{7RpG;a
zp8aKBXUjB;-Tl(%X47IS*@cUH{!ZPjt)0^kT^l+#7f$7HN+XdyC+rFHNBSfzgNE8M
z%gG!44<`4!37wa{GZ!|)Z?VQ;6r%|C1ayXrJ37H&IlN>qn|z>*1-s}?%qI57Cv>0)
z#5~3P8y6X7XCQ6ew~%(>WLKWV$Dw>6-HhoJan}_lXN8hYYf~YS+X>kT%P~x|bpyZ`
z2x$nEK_5MY9%1a%;Hly*HIXDq@)9Vle(Wz4LfJXjh*-`>_V{uNikb%svP%%iozs^<
zL%hu(Sk2cvz4x+w<g(re4P#R(&%ok#5r3V_|5d>Je^^pXk9GeiTfBUS%JNVJY^3`h
zRhGH>Nt1wAEH#8MuOTo7;lebECJSW~G3Z@B_JrYgjs|YYCuRCT<d!OOSmZyfaRx5M
zS?+{5cx)eJHK1Ezv3)a*4gBIAP%k&8<&xUCt)83B=$Jj+Cjuh(&&*WOzb!L4vrD&F
zU=tRFM$=Bd7ljHa-C;flaWk3GGc(Yg5ldrb57&Rw8m^j7Iv&;-X>Zo=A0<WW$1ZN4
zNg|QOkf4f7g}DsXPk`63y23j7NPoDW$rK?~5B!_w{i{5pXZ>U2OS+JJPvpRFs)3Tp
zax5&!*Ey8Lb^iY0q-ScCdISU17mestQh{jK(W=DYz*+BATz@J2zPAPZpmXhia4fY@
z6{Mc#^^S^#z=Y#P9hN-7x^(12WbY!^m0mF{FB}k)<tw_QRXE-knCoS~O+16}(&isu
z_sPf!h>5|cQbI?BMNr9;_wG)D&tl0zHWZ60O)C4jxrn6`rAgm<2_pi^9c2)a4wa9b
z(U6?<4T-S6)6j^IRCADm?QEm%OCxht;()G#vTh0u_FMq3j;J0vtG4O#O4qTeADZ%`
z2Q9#Pp(aVrVUjPV9)TJpcBtBG9!(0H0?*~%#4clZDK3fgUp^c)R#Tpu>UpOuuc~do
zeVpIiD!l`$sQdpF=6@C|tbgooPgj!V`z=;}lXRIA5Fh`WOlgi!k`9;NcoGlHif%yr
zD4t+7Ux2ZI-(i2L&ZBuG^|irOr52kALNHs9ReUK%HiWR)&9@LkQ5IjO8pST;h%|&~
zZT;eVu_S7ArEZP@o<nE_Hl-FB#j)<BPO^f9`xqDT1dc8IId@5P!LRxBMfbupSSi>v
zh+q9mv3u@^NmC&(Ty=d}>W(4LZePL~k02H^HzygaKU6lx9+kWRDkM$*=4SsYQW#kN
ztN-$1)}Lg&{S<{8O%$J+pyaXni0t{JVP{$y6CKZ(vQhvs%I?ljH4=Qvua!#RWC*_D
zeZ#Dy;u7qz%<XV9O0V{;ECN66_$Xu{F(Kq5zS9J0#QP+MW&_D#OZD3*bT}7bz%4EV
z(L+6Qf`nLH34y^2BK-V)#FQ~RivwSK!F`IFDu^~6vX-F>!f{!0<<)knE8Y0hujG#v
z`6^IJ;=N|mPQ`hw7#BhRToc1<vEsNdz;opnRD?Jnu!J8K8-^|n%-Ze&mV?O>*=m!9
zaA=rcgwXZ3Q}hk=C}=A0d&V~P=>-{cEkY8|>DAzNRg-IMzK1ED;cV0drhyt+X4mmH
z9;xZsFW7yZu0Na8H5u_wfy%OST#-b%jwZA@j@0H7m<}N{`pUbx-;3>J0;zVkx=~jn
z5X?QqElr@Akt;_~skUGn`W&xOPY_w~M#v`LZk9cc$TT<AI_EXf34n>}&7$b;`E_;0
zt7{dPn56dfFQdow&r*u{Pbp<2%K;~V53}X~bpVGV29b3u>y-PblNQD6S;bG!oXnbU
zBFz>;%18zY{dmVeJQePqZxQzlXdPRp;mCnVcG}3B^)WV+T6U$4vUHtStfq8vfLEWU
zUw{awoG!a;U5%M&t$hblV*j)*#d?7g9x$eg?>x9yvXCcN16##=#P)UN0WH_g^^OyN
z{yl0~E1k~&n%cnslzj&D68t+Linc_`-#YuR;){{?Pw^$Czz4U^`=3`;Wfh76hW1iy
zLE-ho0z6KtG@+LD2cQ5RPEk6*WK^Yt6^Lqjm+i1jkMsG~Qu8~G1iy2$;hX2r-sLGC
zkx8{-Lmma$#w6^)M>)BrpDj@P&Kcb34WkUZ4OM;eIEL9I<Tk7=#OO@%a_VxerAd<Q
zjncwQq4T3AReF21C;0QJVZS(P$<;e<i`zfHO<LEYx!mM~G*k>hVsf&BTwixnMDDOi
z8g>6&8)J~%3SJFcD8Ki)zVwHK(UMK6t?Y-n9)+Sr8NYs1M?oDL?C3TA3~!9r^eh?C
zx~3X8GR9Hu1IzS`pYKlggB!V#UmWfNTIVUmEKHvN-ab^}o`KGg<}Kgm?Ui9}UV9M)
zROCQGw93kgRn>txqpNPk#5QM+T~u!YmGk`A&ItN_x@O^ZvP6?tQM#+CeZXb^92)`!
zhdb_(06tc?b`YmCfi;!e&8oVa%`}c1zSrrHSL4mdLE8Ka#1ixa@3+nzhaoIdnzo*!
z_ZJ2bRrWT<m%O(RiO$F^o=9(P$e!uH4e-CpI(p_m113sx64s#q@#e(@^?hLfbd$_h
zkH@V<R@&Rr7<$NWjRvZ%%BAD#T?0#9b|7Um)OP~y7mF^jr&@vNa!!XRTLok7Ws77t
z)D)$sp>vCJ9ib<x-nU0eq0c_A;~tM^{0rZV6%kf^P=aScv?>NLqMBu#19RsSo|Rxo
z)uiMl{R7z`R70r`n^k-+n7g?zejSaP^9o5PuSGCb<WQ*DzZ%M@aKE)Sdg#%f)ji9x
z3y`qoBQ->|c(TiQr(-rQ4<NKjG+gV7S-O6S5*Q&ykRNb=*RVbqvrJA*U}gu7wW*G2
zo(cjfPQ!jCl*FA#9yUTeJxlqf;Zkek^3LXxu=OdGA$ooPIz#-cV59r5SoZHA)F-|A
z{r@(l2MP&zlNot1|NP-Z=UBEPM>GZoUA#-r?&J)6w>_@^HWJ|#oQJ%H%eF}cBj_0h
z9*7B3fNbhP0-g%#x-(;$)5WD_Kn#A8n1*X*)w-~==c`t`ZGY%EvAz?&$~Yf>e!xVi
zSyG%u<#mc{fK#2Gv@c;jqZs>|Vjp1&8K7#AzpO0Mwigc>rtdizR7amHAqX~#%k>Q?
zCj~2^xH`QO$Np+Hkl~7%Nq@0_Dv5RNbjAxX8ck{BZ$9?Vl7{Ke*uGJ;#P0=<z{m98
z3m!B=Qw&lnbFVfO$?U5kAy+@A1j5Pm<WG}OB;y^#Xn?-w4!u6J4S}};1m&lNgw9St
zwwwei(kL2$n`P#x1BG^d&6f1pksBD^QAf*W_6H83!$hCKPE(tnzSzU5v)oi%<{9r5
zaP3o8iKk89O%sRXH{c4S>xfV0u0vaLifc)Pj`SQOX~(?+J!_TuTM(A%pM}exbLHnY
zYDL-~eaHgTz+Aw^5aBWDW1s*(zJc}s4a<L}?hLelQq<3A*l+6oNm1E8C**3_11`1u
z`nQjUao2?Md1yce7+}GP{b+#(T==mUX)1;tSMxZV8Q_&MHgBvi1VLd*9la$GIu&ET
z!t0lss{Dy25orXj^}*&>2G#F{#FVJ_7IH14EnZE+t|-(Ex-VVDgfb?j6~S&WzsK>_
z8s<Q?s;ca4{)9Q9%$NK61hg(n{L16}I$#VBOq~wd%Qdv0Wp$Eq{Ec3eb}C9NeqSTx
z0yaSF{p+)GFey6&T$?Wv>xsQoZtJDkqk0MGk{@jo2kBeBM^K9zQH$$OrqFwJSi0H~
z*T!Hk@YlNri!D!o9{%2v1zD{v72mGJ7^^s%3%rof5DfZ}<J}vJh_rwi2<?D5n2v;n
zv$+*eRNx#AdaV)G+pJNQ*JpEYpYaInzd`@6>VV<D0+Ct@Z1(-MFsE-&OJwx<u3aV!
zC9xk(F}ylhm*JwS(Ga#~m9-hp(nIX7CX35mu6Z&$&(`mgd-rX0EePjA78$nO(8iMq
zE1saU>Ut1>dY28?q@ZT~P&;@N>J-J#5yVUUIBgdZ5c%j@My3vgOHu{flE4gxOQzdD
zr7T5Xrv|CtGu<g`(87;;+xannfS$-=Bce=Z<nVx6nKGD4`-veJde{uhYZ=q}W7P>G
zVMN+z(<x5p?1E9x_6JH>({&jYMF=CfZDa+m-~Gg2p@9aBtC+RBVAL%^qffVd4sEMN
zrzCU5IL!yqS>@m<VByc3+p0b8EMVEkrF6nG`Zd=7W!hi{$!zyX5hwQ*mCq^9BbEP&
z&3t4x&@H{!Kf!RS%7?Wp4#!%OPOM4P2J}s;z40>Y93E;ed*E-w@UQCOzg9Z5BIuw#
zm#~CfWPYyanD+ap7Zv;tWOsdI&VhKz;+%Id(yIuxE~sub;Z86_8-POjX$m5RXMq?l
zd_}SeyfxpE!fk}-RSwQR2-sj)_Ny<tDgp<(im>o+CjKkI|E~}Z10((COdvbW1dJFc
zTzCK#NSrtbMHZ+D<_?AjiRVuj>(Jsj0Rz)b{zH)(O_a+w3-}NVi|^?`ShX21u_Oi(
z3c3<RpPL-s*gX{$4d53u-rp!4^FQ-f+CSBY(WDquHy#Y=bVt!}YgjD8shfIh>Ejl2
zp*V?uG|5)fH_{*7mfRttKJ^fm@wUP@96SbU7WxWzn!;I3EB2@8h?IO)mWCrT<O=W(
z)uOaIHauqo=NjI^B^^x&D@Be#s##><e*u&EpD8HIe+9%8#Ul4<AvQk4pGosXVDPq?
zTPIo@-fIUw8S$Na$;($@!zM%>$Hw=sQBM<`cL&stANygQAxkSS=M#sAm>D4#Vx5aw
zWshFD%m&znHA$!*2@PJ<*mkp2^bG@Tq_vMV+o%Le>39OIS?c_O8X>)&!YJ8w!W(-D
zuTxBGoG~GpFli5^`+&}45Q4b6LE-B*+89K;<Dx`r78a86iacr9Dw|$Z4^)|R9P4uk
zErW!r+ZjFu^{%_FA1%vysWPS+KS7ZI$aQViAL-+9gg{5iulOK0>&c4)>x|`U6k366
zjPz;tq4yx;q>U;py2R;Mprh2za%%JX>UI!oGNU;8MWXC;-6XGthbT|amzy!;QDuI_
z^zW;EF`Y-3@5UV2;B%5<UtP`8b!q1plO9iQj+r#zv?8{Z81A$1<R2PXuS#5V$VF%R
zHoRB##lRAZ|E)*adyZc*e27qJuR{KS6^s-!da_-_W}<s>(H?QkYoNI~j}TbxHvDZC
zi1T)Pu4ge2d!R)JH)}N{{AFag@?1UgGc&Hr8L-ngzwtup=!xDz-J!Y`M?y@zn91nr
zsoEa1^8-uxWqHiRpRA--{=6hv7<tthhSO{1vE|)U>jUs3=}rD`KJu?Dmf^nwH%bcs
z^RM{HxKzwR!LV*Wm;IbRyeqhNSv7?CCBuC%s#BNAidr+Wh-4P76f9zHHQ=8Su}yZ{
zGESZ9O$khB=*~`yJFFEK0wdB7xyP?2KF?c9a@)*>vCuNHj5_!DmKzKs*Dm*EK(l}r
zt<02Sn7*uxthVV~N2GqaSYwOD{Y0bEaZ8Cl^W^TbGkBTKCK}RV<EvW0nOa6^`>7K)
zxzFJ6af2P-{AG6lqu}(=4vT^bpq&N`hr6tRKnE#rzzIHlbENTgxA{0JN-w*)MZr5{
zu@Qe6l3^BNIVPfoWL?x|bWdRxeI6%%MxA*@Yk(!xF`n+J=WCOxpc>YNUkGa`B@`6b
zWN`=>Fhljj4-Z9XOrd%D4^$uPUMg9&xFFK0WNw5py&2rEwsFIY?z%eJHX1}^F}j#X
zt0jcLY|SO&mu;nHd4Uw9rIRPv3=gY;blZi`6y3UIrMD*8!PV%7{jmcR;%Iu1yaU2^
z@~><#s&)@|pMdW&dq@8^l>bbg>FEAg?z4*Ig8M-W5#S=-bEcbJ-<T<~JHP3TBI!Ll
z5Bjv-;}-w|nKDdJ<bNj9ljh^BUvEuQ2}I|vRBJo0*o__76Emn8#Gq7?%K*>uZk0&~
zGmf%W`c{*R?s6{KXR9cc(+LgwajO();)j;~#BlRB!~d1#GW?fRR+9e=Thl_EdH$vc
z--%eK#_~toys>JAooCA%s)eD0e=pNyK#>_>2Tam%AH_YDA9=cVz)KYrq}5+}#=jTx
zpbg9%Zym=5m-mq+LMydQ5AkCuE#>Z1_0{PMkTV+(5CgUl%mJ0MonrNNj|z(7-;@9;
zNm8I@RIQ~%w~E@Hrrwa|{dB?(b4B2vqVK2@a#P*|^DQ@>HQ+RK0+dNhb&;NNyVGGx
zAW{TNa2yA_jg`Y$gB?S)HaB&HokO25>!ThF%rWiGGty|Z9%?bS*030>ri54PIR0*W
zwnm%n2oX`95v?YZ6O?>jCt)M(X2!BK*{i2dC8-S;=Ro1X08Al4nFujPnLc}N$ODYo
zG~$CXrRLrISPiCLCtk7K?Fans)?2mvy88rr-4pHhH}L<NdNcjWy_Mw0{wJhJVV_wK
z3H0rXE5mv1LnnzBCxaZN+}Em{0MKYyG&XC1Uf&9%fY-~w7fttLF>66{OA%CWT;*s#
z&40~Da{@5D_w%qH+R=pKn;#H)U(CGIx-YOK!r2fXXgc{<nKk4dO33mDO!|7N8^&{F
zm`bq7t~X^n957atYsfXYUiK+uStBFd#G}s{ilharVO&|gd$cHqa2gJai@`Bpal#yW
z@+s|5^zoCHY~?nZ8-NoJAy)|8bO=dVq@!wZ58W99`$Rra8h4L84l-5nVmo9t4e0dh
z2>I>jk8zB%k6Tt+jAJVl1dI>9yfEZ+-BsSX<>TJ42mEdM<x}U=;@Rk%LveEA(ePPY
z+c-MlY2Y!_|DIyy@t7HYzn{Oazuo=!^*8drufMCw<7wg12-sLV8d-nVqGSF|)#UML
zq>K#B^!RODKim0DK7Jos%ECtfyR599{bx};I$FB_sZJwr<Y41uZ(!u`+2U`${aIVl
z&Gz$HR9QU}qu=klk+tD(<LH?GUpCJFe;a4}<Tp&8=?<Tb|20`a*v8)KKP}RIwy7wj
zO8r^NNLtUz2#=JS#@Nin$==9;#=yzm!N#7R+SbsR?0**%vo^L7G&6AgwCgv!`?Tvn
zwSSu>?PR5IWRLgR;QzJ$H+TXzmNxbZwt5Cec>lR|pu=PSPa=l=XGcEG`^4!#4-^&Y
zKOg+2Ilp_W$oP5lKVW~}Fn`|s58}V8$lBW&C>S|@;z%PaDEwL2$kp+)r@tR5IO#k7
z2dLj2{6C<n%IKRLecDX(zYpwUWM=q-(*f?Mk6B}j#0EazBkwnA5F6ELx=pP{&ZL34
z>m_$nu4<bN(t^zbSkt`RAHLoyI}HomL=(&m)`J8ef-n%~(GwEBH^+OWc_(|PExBna
zzoWMeTHW5FHWCf6JvqG(c~5<?eO&(9c<f4h?z^lb^Y;GeMt*yk(>uDW@n$o6xW;*n
zx~;mUG5UFHNwPfH3c&e1kN(1h)rpM`7mAKK_&kB-cl2GHyIdnPdV#&m5=*hJWx(|`
zdac4uts|vkD=~c$wvsx{XoCB!FEsno#9*#<@+1A`S5qs(*2gdqewB5da__(m$#pi5
zSJgRXT8jNm86WcdW_oNOujl=7ABiwg+Y8=L<~02u4E!lyeKkBkGQPdURA3!uFO<`S
z#lt&?g>Cqz*rYdbMzVekSs`_gH{l*2j~?ChtyWJqWgT2v+fZ@Zc&B`D>v&!lojwna
ztLSJ?@k}*&XMEUeB<wk6M57vvvTssraH^5$)K98-cV_N>zrQ#YSz75u+&HYbom2A6
z&Z?|(8!mg?-?FJB;n1mR^qCj=?t#2t&OLDyr;(IS1-{p4MF&Up3X)XqZ#a7vr_p<m
zFYCN7O3=D6#3vxPrISlw5HVR*I(#4yjDbRD0cHC6wTUsdWTx@+B$*RYn02Hy>>|s#
z+Lb1Dj=C4nv{)XK3@`dBC+FQ045TpIbgd>(;uRvdT^UP0tcUQtwItJDCo>&4=ZPm7
znd?SPuLo{TYisuv^S}%Xl@HKpZVVgUxj#94xsJfrtn9uV6k~ZVOE~7;dO&Yn9ci&P
z3@05ACQZ%5uA6b*)7t1izlANi<ph?8^^FQsF17YE8C~uj)Ip=V;=_NTyCEG0Q-l~h
zk>^$5*W|-Mf0q`Z0@~FK^(qQDLzN8gWAh(?Dm_DvON{qT<Nj*;1bCRf!lnj)N1J<h
z54Mk|QUo}vKe$d(?pZW}kmDC3%l?=#Ync3#Ntj8jsK<=+XNRY*_O<P){xZ{Uw_sQw
zPfgl)enTr_QnQzHYGOo5b|Eo=A2nZ92aUh(4617C0#&f_pd=&P`iMbDK1HVdVAj;c
z)Ulc*!v_R<K-k>vXG>*fs(##*jG(}(tb(zjXuQOuPfK3*?wX94811eB(U0FRVpi?4
zw72lX5wb<7N~!CyU{6cp#0AvMqz1Ir@pRzwvr4=ijdHPgmg_>lnq=0Y+deE2Xd`LZ
zz-syyCMe)H?TqF#`y*0XU=Gac>++D>IM+1DA`S0|!HH^a_MZJ6{*yoN`O(;+JueeG
zI&Rjo`Q;6wC#5c1UXh5*5HnZHlFFjiRMUq84!+-f^Y&p%Tag=Ze-|L$mThz|H_+Zd
zYRmHp$H)DBy}+%#gJHtOAdv9U{A<LB?qD8Hfy1c`)0b`GuRuPS;OkG%P+PjHzbFjF
zZWpq)uybxU65<qHZ~49Y_>Sz?98Mbn@+&;<nbL7r=Om|%n{7opnHt$&1&h*GX0k@L
zQyV}4&(2uN3rt>j)=oo6I!d+@U;MBf`hXoggXM!^(7W$f9<f=otD~bwKosLSqO=Z&
zrd0DkVwrX?jjprl#+2bk5q;IaM!`wU@kpsQz)Fgrg>uAfxZX655@W@Me2H*OjTY<-
znMT#}*UDqss@F>buW%(mGvZ(X2!3r);DqT#tqICtPWkc5GNQDl$SMQ_x)XVC+%8$5
zxTUy%Qh$=x+Zt#VP9eNyWO%ghGD_VieHuH;q9pwWd3h;tD@B!__3_TYG0w+zP+DmJ
z!=?ApzMh2comxgG1NbZP$45iis;Kn(HUz5UZnXImnmc(EQ3-jWrnsH>j4udg1xG1=
z*-%1@#=x5CiL`rU7CWUn{+mTxNwKTe>vzoij>t6o!<4Sdv{rOQk6Ey^ElD~}SVfmq
z=_<by>9wEsSI|e6YtG`~+s+cTrvRmMjm=iD#+d0h!Z*gS=<RT&;QIij;O79P99HDS
z0N809kJ!AphUj^L`M`>gMJZs#7s!S-W_e>UG5JRh1>ujd2!Zf;uiwWxGX}=7LtG@k
zlNk@nWcG|>>vq8~cr@~440fUo<{$Fa#rlI!bKd00wEpzbE(?5;!q*3%$SC|$Gq)Pz
zr0}i1BQDb*l(CNHin+0v*Z91iE96~g2o+`cd)70>S}x3JF8`0mDimPPQF8R{$se<3
zyJaNV^@*!KBUp{5bw0XYvekkS{N(A1G;Qy8SuWYfXUYT~z7w!Vye)h=bZoCe#3ULz
ze1m3J6ybJ<jax}2dHr^PD*h*c<xD^1<k88K&ax~71=aI7J7ZV_5hV!nwd2*5XZ;SR
zD46Lht?AkHC<Uf(73i<wU|3Dhy0a0^SqJ=Zhcq#gr48VTjezP`MoZ^27Oj_K5oyr~
z_NkYme`ar^8n%*yW}|m_Jx~;27wkaJy$+G+_nwXKFdh#kkP1WB1BDW5Tp3D=#v`;7
zfD3KEU>uYU%jgq}!)3IKAfRCn9F$x~Hvvcx`bFw%C}+PhnzDzA1NUUBc{!bvo~&m$
z=a9`vXHmWqb7Zhc+?|Igjx@d_IAazx-6o>VqG-<K-05M~fBp>C!~x40F5b=Jh)yjZ
z#tCg1W|awh;9ZHe99l7^t~F+ki5O~T+^VHexgb)Z?}HYSK*t>?kCa}h-*e=;83{j7
zBn)R;?LiV-v_Q_o@#rNPwM{ei6=;iv3@a+Uj*5Rq65s$_O~>!@6KRv<1Atk@2N<Oy
zdkkO{G-G$ky>_~(T0T!CC)T48tqRstMgFBM{*wgz%Tzeu&ie_lm_bOKEsYx?PjIQ*
zUg?csy8jjY&9+A==S++MK^;IO5v=Tf4{_D9Atk4mkwWs^z7HY2@L3D1JoJGc3^yf7
z5qLR}p0^giiWo<J!kHsl@GOsX2JG~*7(aomKZ{2a-w+}Mg>;~OB(kU9q&-@&B*3dc
zNGIMSb+oZTQr-}glF#x&I8hzyoGMXn0)Wo&0B|e7wghatzWIkahH}@ADN>+s)oVC^
z88~R*5SN7v=_F9oaHYYwQ<a)%!n?P!#@xD;;+@#B;Z>-L`OZ*_w@@H-{rtXO;TD03
zX~N(JNxI1i$itE)fXEkh)hmsj_LuwW>X?q;y-3B`07y^}PMJImuET5uT?XmUS$|{e
zf&~T$1P?9aI%^EFNK?bzVJF=a^nBsqQRyAl_~eey&-3B}1V)ep!cUvB2S}&YSFl5w
z2DJp`{cua`$O_UiIAnz@i1OPV8G)$`iaRdDjXLB#HDSa)z?m$rVuTB&!bQZEw!mGA
z4EN+XLn!USRnzE5e)Hnwu;QsDj>(daEU)N4dmBy_oQR31qQQdvxi?IjozCn<%2X|c
zvBcX3O*XrcR*8;c3oTmN=v5D2@obR$EO0zv!sxAwJ6Yjm?USguiH7HGiB^r!V)gFX
z{tOIIsU3PP35%buQB>eAvqTp!Q@NQ?&*oA`JPUp9Y4%Ra1&YZp0#Q4hNBQl$%!^!R
z_$?(K8sQ1C%$(wQnsu#&suQzkw4(&37#Dshi7C7p!%Qz<TyBKFA>a6;g-O!9wDYD^
zDR3#P0!L1g|2zZzjQ>0jw@)0EGnf97*uWfto;3f(6dVXuWl;19<?RwINR(=TB8LSz
zV!y<psG}&zBF|098#^crfTyyek6l@hTs1bnujC04ey<Rha_zTM@sh_tYacv;ci#k@
zvqwB>&0_?LDRh=Q1q8CmHgEH;!iPg<HFpX90R<#a9~hHYs2@E3bIj7&MFUWm+toir
z16N<yO?x@OF~#whLUGL<FjP!?#a;DyV~uwK{9n<@BFTMGBA?RP+oBAZxr=5`2HI2}
z4xw;H-vN4wGzd5<WbQ>|C&BY}j(h@LubApV&vuW5`+wR?h)VCormT=T&^lVUiZ9^8
zG0MXVm$I^giZIcI%`T>a1&kXfSxozX1@NYT=QhQMhVyL~INT(g;|r8d3(EJKb3Liq
z%)W!!cO)^%5#462sky!M7(Qo9%IQDv#1mK<yY@6E1N{IjeaYPZq0F0*3dtMGt5$<)
z)yGXCLUw3Gs@vH6zRxylAKCpT|0_F7C`NvUra_6+N6l0!iz;R;8|6I0)wq?4{L4C-
zskw7y8G~Oulk#B3Yj&6%Iw*PgolW@u(=@46Mwn{G;`|D+tCPB1zNjL7^JP4Kuk?vM
zs#V~OYvS=cwWC#MnvVx>TG$t>CPVBgGX}8IGDAod>QlMryo0qc=DAJ6!>9nx5g>=+
zB-d{6R7LG{8(iiQgk+;qqkg>&<;e`<r5UT+Y*>l2E0i*lofR_wVY>oruj&bLXnDP#
z^f1yZaZ6tcUV)a#z}MEzh)OLQTjq*YJ|nH4rVtC1=-$go$&;&QD0rM~poJfL6f%zq
z+_iiNuWDK{;L~E-`r2*^r*WM1lgB>CBjn+stK@NVq}D%?u90T(^@^*P?Gmj4c;N*l
z(zUzm0Dg%TTPU7`z{^kGQ7OmA9}^E0){3jQL{5`7*OxGi+MDYkA8oT84||;HjbVgO
z@ug2w1kkLhSvD78{Dwpo0<jLPMn2<<FQs@0T!}YxIT?oXE&N3BMm{&8MCkMTceMVC
z=ndJVG`nVd5I*WYgB9i%XdJ>bHbn)D<=`8l29#{1GVHDAa7h)63&3y7+(fGVL5AtN
zgwyGruBMUN_?KqPd)Nr<)Dnxq8+sVCKT=}0X?qB{u(7HGKwz08mHK1+gV}#cRDCbk
zD4Q-{i0BS5ITc2h1wjW!haS^Q5jBsDqPFGq6YgxD`)WmvEEj)@;lKgQMo#IO@9e0z
zVR&^xFFLe8DQp9krK8EA&jQy#SgJ05YoDmfr(5lqTD!VK)_l&mKh8mQRS4yWkUcdp
z0k7_Nkfp_O(jEj8#O0c?Do5ZTag<v8@MZRDafnXWBTe&FA%K(X?m)C+wA3F(v#_sw
z6!5%|Z%$7UbBV~#Mtsvgt8LB^U7YLKsYYbecD1O{Xv?sQA;k?3f`&ato7%P&uhDx$
zI`5(VEbjzZ?seLo1$K4XJ;<!46!1*kJDbxWDN3Sqgjgkj8LB>t_0o#D<#nKKMXHqg
zu15rspQwVnw<vVlETk30UR#kT)hn6snRQjg%<|h<1Wi0bR64nl_%E#qDqG8Z@vG8N
zux$y_^f4r}(nnU+m(y$a&KEkV0|r7erk~kL#=+#|WCXbd4SS5FY0-)UOiJ>4BwVDk
z(WUsP-Bve<;wk0!UzA8rdgn`0Y2^YiKn?dG;}K>g`}vJK7<f@|SF409+hQ7eapFh{
z;p(CLH03#GN19^_K)>`wDKW@)u@k!Uf~p#eprayf<fT&T#S)$83hHivchvHI0JzD7
zs%5r=;-_basUK$8$C@)P4*&wQJ_K^Fwyx;I@yvEbG6k~20A)1q+`VG6b-oR^xn@ID
zk4Lx<y49N_PZEV+5*2pIz9i|twTWzb+{G`6Cs^y~nV$m&l6bRDRJu?;p4~N>Gl7}K
zqXNc?sF*V|8_TQzDpX`Ve%_==b*b_LFB1OQtOdnHrg@hx-pvz>u0sE_r~fJEbX^`m
zYef&gK#&Ph2#*2mEDlU1_3MkzpwE$%atE4P;f@znNoj%7mQaQyQWjV!{+B8SN=CY~
zUD6EZ)v7sQn~zecifcJl=_=D3_qq!ix96y}iLo!ESIRkGz~aTi9I=#<-?=(37&h-V
z(5j%7px@MO?5s=L2gGDxqg-u&l#*!cf1z;)R<W@=agu8=Yj?~@>I}M%=E!EpB`ccC
z&x=lze+`m(Lj{t+adR%c4dP#VPQq&TkLp^_HZ5ykr$t@bM<Ql__3AtJK#}R#>c%>A
z@A~QQBvpFSf@2=LoOK$b^7Rg^&vig=)&pLqV`rMi%}i^X8HdI#PcNg$ZbTvt=u+oA
zsoj~{w6t=rxqZ-~j_JyFWI&dYKc|mXv64Q%V+m`4vC=LHa-m)Pc6<obS7iloAT)9~
z;hD7-S@|UonK0=nzHCy&8s~H8<rS3@f&I^!5b-_XGT|BnR^b)s@909FZrou5{kJ!n
zKufIG&dMniZspzf$JO1isAj4uC}t9J$JPF$v0zC9F9joj&dAOLoteh4u|3~30!fR%
z<aRTGt~cOF%OkjzB@kAqQbOi^9R5HAnv6s*y;~mvdcX2c{EqXtl;Qt`^8Qa$@UMZj
z{~cmtre*pw?Ja@R!e(7KcI%D8|2ykA2x6btbxfb9?bp{ua2uRP->=nblt&oi0{#Nz
z0+A@^Rb8c(<h5xGg!{VPb5r^}Ct3^QRTovWWglJ%)LtmRvb0MmOk&$9D>bbVm5$0L
z-WPDI5YOeU-hN~swHacve82VjEPVN@!qeA9bc7Y?i3IR*@vy*hSwC7Cnm<nO;pE{`
z5UZFnV7}etKl!%6qkNhAx~r#EesUktxFTM#CI8cN4JYVYHbQDkPQp8=%bICE=sv=}
zjE42pmVr?t^Hmmm&=_ay40qLC$Hl;@?)~umW1Ig@AA9kebW;77bk^?iT1__yqDnHI
zH#K~8kgEv}gD_hI7|COT5qczn*OS*K8}9b^Cuh&Ng8fos($1TMq^K;fU!wai@=tdU
zeQPXDitnp5kHk%4F)d|S3B<}JWouNKi$k~{ot<`OtuKr?P1Q|4=9k{hZ!zKr6zUe=
zAq%A9C-hoy#C-*%Wx)>ef2K2%g>CQHT2L!NQjT0+IWKM7v9*=r;9P;dn%Ct8N-fw;
z87nj~X%gUOk504zkI#Oa2!nXZscihfd^dGtKtn4W1+twIcHjYa&kvSmE8k<CuTM1Y
z*J)yplv?}McF+*Tak0tt$iatXWWZTdAYT77?fm2#!Nub#WBS@*!3sC+yg842zWC~(
z=sto<xl48;?`hgYach3Q@sgz9rR=3?epw1wWtF=^3(#dR&0FiR00zUE3vX|CKnc}M
z{>Zmx<r2CRm!@g^T*fegP;Ca|lxP9!`@W)lJl!uA&!rj2sJEZqQycOifYv3$Rxmra
zNEJsCLU+IB9UtrS-L8kYbPjwlO>0a<R}Msp*!VKheYy<m%-LUH-Cz~R{JplKIKzW%
zRxy+O2kcbr4&k}p-utVU%m-w>CA3<V&6&DiG{8D?c1M)cB-)1vX8U}k+QGYv?<45I
zMv6{FC{Gt;BSd6)I)`v!P<u57^Z*g{U6^ic)`%5f8e+J6*fmk*XZ6(@B{fI<>r-e_
z;1$Xiw79ID9hGF)lnsQ4yoax#gW$6&)-1{k5!`q$3watf$fXTK6Hwi#?CwrBKaYSg
z3n&B$Jw%cImM_j)W*{msoga)@W3!G8PTsR`{dQC1eO3~)L?5Z$$Sbg6Wi$9*nD`9e
zod06Gg!`b>lryJ5=TMIaev>|sDiX@TDMO-G834~Sv<Gw5;JC9~O*hBX7rCt5>b|~!
zozQz5aAJ2g6f{s_G78UWaCXch#3_+zlGd|gd@@=}K!-OP+^@kY_PJ+C_07(3<W=xK
zWE=u3I{>}Qcg*5R`-_V@4$m!qxvPJF?D+L;BZjcQvybsCCs{_}zURlr77sokT0t-Y
z=?qPG{>kA%Ce*@%1ZXJ0S6EGksTV9eg%{c!9QsX*6CxatfC}8jpLACu<XufRCBA4C
zoaeJdzVQ)6O6{Nu2O)K#jaOkRMvPaHmz+94KAD<`t}um^TtGs))=Mc`Kko^kToz2G
z`~ghA>yWorS(xW)@&6o_5L0P0-|o!xF59vIi(~;|PtlcWiRLXFMjBZ5yBWU+pW<RN
z$Wnt96v3fMZ6i4;FTRv@@^5tyQJbc>bj}`|>GtZR0qWc}YyW9E@I&kfXYCq@JB3ri
zp6Dfuhm{{5I2@WrS*LXwKv|A>@C1D^s1vADPqD?l>qE04)4+B3a6dm2q(Zu$nXdfN
z1ti3k2iY|V)g|N}IJbI>ND+E7=#tO8TPK#dG@Y&kICYOfY-2~ZmXgk_COW@Awn~gU
zPumN=_JUT{Q-@0~hn>-Hiwu4p8-DlO!l4E5Gq03H<!C>oFOJL>r-<^H5(hXt)Y!+R
z7^#o)V<#{MGk`)#+r%7un=L3lXMt319VOUP$uV;|$;Hp?H1OEl>{x6u`|S+ITm|L0
zNWC7_W8p<ck5qcI^crjiGbd<`5!Iw+-+O<Kso6)%EyuM~xazf8l`HcTJzh0WDT8f;
z37=3Ty8fg@P<wQ8jpZRUy$uaa3{R)EbuD?baJ%fGI>XMgH*k)sknYyj6Tmx_U(Iyd
zQMVK2(|g)cPnxhufSCM%uV@gmK6Y^l*Gt}79NTk!q-)(W-(l`9Z-mt6v$Iyd13tWh
zwXD|H-9m-VRA+|Y|4;w{>@CPs>4tMbswAxu%BEG!Tp*h#1V_z6<=fz_|3)SB`QeaI
z66Y*Uh1-o9D;wb$Kw3yad&=viG9_lf!q#pFhCH%SHFE-rsaxxA`ksf>32vk@tSV;@
z5Gr&&4VfQH&{uPn)L)IwV|#CIj@HxRWR;sa5%>qtHgBNJk6!8qi7X?LsJFjvvnm2~
z_R$U*>v+`K<x=S%*I*8cK}d<VPQTmcv@(V;m8bPDZsIkA5woG+8mW^{IaOLmFJ*TN
zqD&ECx&#z@o^3w~LZKg7<EBg)JQv9da#t}7Luq9m#nU|_K|i*I4!q}W=K#TOk7-{2
zLTc_^P0I=3;YH^rgA-uD8A$afrzos52P7w3f6p;Gg=6RB&p5>E*4<7LGoklWwEd~N
z;_-EzfC{s9-k)7m(HtRx{e^K6GO4EDd06L%r>9v3*q)&tu>)44RqgkjR$b@{;xU4k
z?#NCJnB=Q57MeZa1~<*_Sd~IMcmkHhrV1_jgYc*YX9-d^K`>^BGY<OfX(?tgw-fWg
zpTWha6j}Touv5ms^uNUBjlMvS6ItS5ZXJrLQzSJ@26#bj8`RXMR&n;ywF)#G^LoW1
zNf)7|+ls0nTz$Cv(8ky3$|SqSZtdZUtm7_oe`H1q?$_u5p6s0hdLn^&Q24C5Dd@g=
zAeqZ2p|L}MG008E5#!K3O$`Mwnrd8|bl4<xE2hQ)6fKoMhBzxgN>0oz2jpPT9xGY7
zTyA%%bIY2Z^*UZ1Oaq^8fP@*mW%SEsM-x$Z+;wx-&)kzh{Gz}(#h>BAmSAknh3$a>
z`j#1`%WzI{MMHY&AA+W~+)w$-v;bXH_C^Ji+<cDftB5%PzW&$>|4l>TZ7LOY_=389
zpDQVlt4b5RA^|uH5YDN9N<$JH9gFQ$d#4`A6<#j$rjr(}cwzxdX?7$ONP;;!s0E<A
zOG}ZuX`T?T&j{K<%(DtA5Z+C=Yj9g=y#Flj0H{g+sN~LU0grW$r}1kz<19A>$o#1#
zvyx_uzVKb<P;3z(n<~ehVrf~9nOac?4^XOe-a50hhfIR(4!<kKlhl|c|Hp_v-s^l8
zSuv6}^}~d-GOTe%Z+ffij3t*`v17LEjM^?*J70fcdG`LzYK1iYwFjLikU*6&W+)xC
z@Zu4a__cge^UAp$1K6@ebQJ$fVjq5ZZ4%t{kA3pa&lxWR3IubpA566Pr8Dj6>uqP|
z3Mm7CDPjeP9#h`|D@+)hHuXJWC=Gt{z-YZVl%1K?X-<pD5JuULVJ)nOm>6FPyr5Fp
z|Harl1$h#8+k$1=>atz+FWa_l+qP}nwr$($vhA)e*YtO0?v1%IXClr^M&^FVm$g^K
zFL$oB*Gk*jGc|b4^3*Q>*C((+A<EyC*wuWMZ^ZXES6xb%fWXh0iN7h8(-4;XJ`AmK
z{f}8d-*K2PA}5o3FXN4wB3!PXeIWhA4}mY_Vw`P_;~|{aq)nJ=7SLh|c*M>J&_|kN
ztQ2~<4;Au?7|mO#ZosgXVZ5wwtBI`(HdT&U+?r5&s203(dpb*Q0jB0gBXHeg02S_s
zI&n_i`fM%n_Z^$@w?Xq6%Wkw#=+@oC(LX8>SLK=8)GHxSuD)y|7>-iKkEF||)HKl}
z9BX{|<_HtC^u~ossFP+xe37C_!!EUI*Cv7B_Lt#~zeHq&dzXfJ@x$_RK~jNs)^<nn
zve`O@mO86zCdxhN^rfdV5JCkRc}c6Dl75#m&6QAaB-d353NW$1z6iB2yVV4<f~VC8
z%0p`@qxkWnwu7@)PB1^zxKGr~abCI_t+GfNwP6{KX53&mw8_LcF$1S&mp3~!mrzP$
zpB}ZD2aM|9%>g$>{!zIU|2*?_0i9Bdr23UFJ12PD-fsUb=I!})0BR2dI&F@T6gX=E
z`!?gE{bSX3wsssPf+;2T^LlHufp=~4cj<!UFw?_*{?#gGu2(EYQ-J}tj1-Mwq49FE
zISwL)zK3UIEdWyqG^{E-Foune4O@oLFibY_t&HR*)GS1*D}CQgQry5EYb{bvQ=#*i
zZJjt@L)pZ7h@H3<A0qKLsFx2ZkBQ`4upm>9<|D)Nl%*#QnzVXU#WSk5lLGt*do>xP
zqs#+9+sUD1);IXF+8&{IRpYE9K0XD2h@%h;S`ph}PY+gN9tyQ{B-*o!olIX8>Fjyv
zgg(y=9V%N69C1loy}9?cT5b9n<og>XsDXN|Sp{u?ueox+c`fJ<#5T?QwTwN`Ik@Ox
z5LTlHHBo@I7DP3NLRP(8uxblENACXiw{im<xb|>LlwbULfk1kv{m1++;=Z+hR^fx6
zxT-=2GVa%)LEt%5_e9bVTMJcVX}IDx>9=*2Dk!{#H$g*b8tj#8shra+7Z1621@jY3
z1T~Y<VnI}_tbSFSU^p^cf7v~K46dhvz{<w0DI>-`5E^(E;N`_&GW+Tfv$!r276~X}
zd|ddPQ4HOn^I6Dy({b><?M;OBEy-R-Vh1Tl0Dbu60a7mW)$%ZGX5J<V2X{VS_&3*b
z`YCWI$WPp9={zR`qd&<sruakl+HEPr3EQIB=+lby@2NnQnm7u_32MotD|1X3i__=B
z;N<L5I8lmo8Rd$fb{5}@g#jJ86uKXOZATa|A2%n#sM!;3rq;~c^sQf)`2#4)%%*>C
z8;O)z;C-)aT3cJ!i8l9TgDnm{NZF9e$yGq85#UN3DPbVxfB_86VMlt~UFL8NfS_s4
zbdJ%IA3v!N5;hy=cCVeFu<KlE<EPQ?I6asjLhiP?u>$}5Nsi_tR6*~x6LouLg7@iC
znL=<pW!`O_W3BsNWO8p*v2jK;alJuoYid5*4?SKtMt`<MFI|NideEoJR1K7e$9tsT
zND(+|R}3;@7fY<lm(gwrDKHEF-mz>yDmaFu`?8wYqB&cUw?A3*e>D>1<Ae0W(_nRi
zWjTBT&ME^5BGmb0q`_`?+!-beV&3QtKUWZsdihmZJn}FHAw(L~OyLL%<HI}66;!Fd
zFI7n_>sn28B@D=no^dbCIKkXUA2Qxao!EYXQ-Xww072PgP1AiiC3IXIl%pjtSPCWr
z<g`ZLWrp_n(x)tcF@Ezz_w$|&ZLwrK8#WHPrOvynmPx?u*EkMUYv?8sMxWG!W}noP
z4Ud`J4s<Og!;{w#MltLabi<Em^ki{vo;mTvC0Xz7LTs)W<!=;$btW4YJ@bEO>e&{e
z+Rp*6dp-;QHL&{FaP(T$^Y!`zI8){iw=WpqS|S}1S^$(t=NB$+-#OSC411sib$dU@
zxJ?Vczf43?!#$u?Z|Xz+Sq7s&2eV`LHb|4%z#xotg1(aBYT(GUZDa(G%2aQ3{``Xj
zWn_TBv^a{EM4d5+<~Zje*fPRN0#!7G+ZD%$FcV6AmL_);1RkOl(Gh5A*4JS0C?jHm
zZzgwa=c@1S+OezCL*t3Tt#*bSr^A7s?{Iq>--O6&9&CB>l7*22{I0=f%4jr>A-PY+
zWghTH`~`{b1e9fGY6Kj#NbK;RNoPz8v#UlvZn@Mz2n|I&I(Hh&K2|3}qqJF9#8ft?
z{a9PTDK`A{$tR2N_O~(x)xqH>`&16)>RFFYhDMe(n@5%%)>RbxFDJzzd-ih2+$Vk@
zWnj9PhqJc?Dm_|b2l~1`s7T^Z>?_{spUVZPIykK9N${_<^Qft{QftKlS@PWAbK>a`
z`aGtdSh_;acwis09Be}$S^kmCM$()&9ukCSI(5>r6($QcGT<46xFWLcIk0vn1AI;@
z`dfBzSN|z$Bv7mwDY!gOR?@=v@TejkQJe}_4dWyRq1p}!Oph=+ls-BPDTWna9$kri
z+GE%&(Y8E@OmL2GQel{EyHfiX2=t7Qc8LS(CQsdH0q;b4?`cQ-=QW@}1qkGn9udkB
zK{phjEDYUaJ^-r=iuEA9%;tfC))i>;*PXJ`?1SMib4NEkz9kuVtJ}lrBL_m3p0iIS
zCT*7ArySOUE}@~P)1hacMMo}R`&PvCL6E<Qrjf_o0sS}ojN}Gq$Sb&R8H%s7iT;D!
z<37v}Aj}{9pCJ;^`9jOfMuQFX#MXv#<A)KSwH)W#V`eVzbc#c>6_-WVqtNSg6luH0
zlq$q~-Cq1FbXT86Ze1rhf{-mJ$C$8T^$Xw?{|1B@b?Zr(n<};QJrR#&^6Z9Z&2COP
zDbAg_eO={q^Q)(Sn|1a!;3yfjY`IEhiRaT{xgW|A%Ik#FKr;Xtk|FqC3)GMT<Dlqr
zvv@YP#La)Qa5O~>9Nz>$eou5lgx;Vc$u<{G<)~nha^~D)-JsAty!rOtndc=)j^M(0
z$1r}>T+fuN6IffuA9*aS<h0faVZ_4}tv!_Mv(*3F&q^<ltH1>0Z`wgTqtxG`X`0Nl
zbR~mhP$Ze2Apr^%-=Mw#r_D>QXf02d*U?DW5tMsaGyY;#!1l8-K*OO>>5()Mc#@?Y
zv%y#i8;rCEjcO{haJB?cp8E}~!--!u4vu-FKc+upN=vr($rN!fCpIS?=8*U%D-vKt
zhA=pbm#VKP+tMdP7RxJUW<=xscp+9ae9#TXDZ@C1O7U>TL3$V(ZZT3=6R8yHgBeNE
zo24WcY(tPwgl_sF@N;Fy4V<f^Lt7K#O3T?ZHs10$Ms`1_>9W3DDZ6<i+diSn#CYCt
zTG44R-uPQBDa5ZT<U<|X*~=TXH?%o}S;L(IdT-eXkbCUb^tJ)5@lIyW7a3PoBAjA!
z`^xv(vkoK$?O^E6&Q`R9aU!Hl1)XZh!+)E(`#Y5)kv{Q{^deY!K9;kbPgDQ%&O?AZ
zS*FBeQelB}qoN-63T3?vbLP-BY}Tl!p=XL(7c{<pTu%3M4035LND)smz`RBG52A51
zq~b+!HiU6*A7|I8ULLDq{Mog}J$bnO1GI{URuq=a5eH>3oSu28WXQ5otd!2Z%LoNb
zp5hqR!-^%>M2>lfihJQjTIIRj6zcGUO#A04hmTrBer?#Mu_AqXb)jmWhr=aS&Nv2w
z>kF5LU%6E|I=uB9W}!awrj{K1fw<}D<+EbuJX|Gse<68RS}v=-b)?vF;wq<jjhbZ=
zde8Mi<!^<FN?5%=7=y;yzcLzQb_#<}9LJP2#qnQ*3z;wCM~^qZ(8QCYQ>AAl{hnLq
zSY!tX(JQYwrA{$uirGBTVMgEH3zmSDA)y~iA7V(Gi!wS)1(I+s0uKmTqcTnDy&k(#
znyV<k0NyC@i{3{AkNE)qc`w*STDI~!A>M8ne~<=)PZiqOpQv_)6M8C}x0?2afWi#^
zGdj4tQm|N%8G_Vwz7`^TNLDAo<O>B88!M~B6&GiW`Ivm1-BVUpHHxT4JU2E96vwPz
z<1ww%Lh&WW^2x>+7l-|~`y-J1O`%ncobO0O*TV-o6|hhAoh<0&a1pjhnx3P0)Ax1I
zWu(xGXo201iRx=jPt8VL$Kqeh`+vX@&m@l#SRhTGL?Uw!dh;Vp^3VSAnfs`~BvXiZ
zeutv!Evc*=s-Wm8oo*i2oT+P4nc5yUSaqNLzHjz^&;3&8a0`+w4=gp$sh2X3)br4H
z&5%tJmya1qgm_=6dl=8l*0h{f`yH6Y^L@P4A99EhDEkiK9Cn5xx3o=zx(Kt`{3mI4
zsDAZmc2arysu_m{!Za1+5c3cJL{KjYcxcDO{X*1hwjZ~rWWXF%ByuEG1GrijS?x^a
z$&s90NOcm$(dRg#%5gAXXB#7vE08T%uj4lv^-11v$9|($r2T3|b_96$gB66;b2QU8
zyy);C%$^TLEh{TeKp3+_0q)gtmocw+Ks2VQB|^w%%^^f1tS{<QE%jWcR@Yte=a;Pf
z#jg~c6?bj7!F2OEb_2NAqWu|ZcTJ;=g{i3n=QvH7ez8cjnRi%A{AHH}D6P?D-h6cE
z0)XWHAo=7`S(bTCCYD?##s}$<`rd-7`>^73o{VhfE5%zBA;b@28NcIyt7iXyTbKlG
zTuhzp3|;=oa79erER9W-#D)HU<h62yfd8#FW&V%Q_n&0f*~Q7!&=$r6I5*8*MR^k=
ze7={xcL9Z%kn9=93z~3=TLK+SF;X%>0VFJh+)V^r3=Nq|%|vAYSUjBASQHI5ILK%n
z`VmQCY*0}|^kgT-8v3r5^=UWjYg}`0^Q?V+)BMhNy$eX;GYD+RMFTj1rBDOy_G(ZE
z1$BDlF9;SAFoFi~z=4?=nE0y*$jWCgZ)RqN#8~soEq#DV_ix&M1#;)LAOA#Rc41No
zAQ;hAHXc86%oC6l<>par<{z-B=Ts`@FeYY<Lg=Cz;-iuJe+y$yX}Tvf(#ektaWv<!
zdsy;fx)pY_$PS8QzzTIT$o9>PeIQMHRV1^3PX1CZFTdu<05PIv>d%~!7urNJi=tuQ
zMm~Z7L8Xjv_BbI#zj0dR0eO^}A4h>jN*a|RuV+}EoKKj&KQt@988OkM49gxwc*x8@
zx4^|QVg}UPr-=fSY1(F5B;M5G-P~xdom#y0Z|>pyDSz=!czviokYCT|3C84U?%7<|
zF!W*oy^v~U|7z|_RRwCXg%CJ7sFA-T1bPGqYT3<s!Vk02OBy+ZqxhFzcx~ehoNrA}
zbI$&eAM{TP6vp{CbNco}jk^q!KafNc9bhVYQdV9jEiy9$hmbyR^7R+#=V*Y_a&~f<
zHYa}o^C9$HRq;FpIwaDfJCr9-BZ1xoCd7aBz#of^0utLV*BZ^jRUgPVlvANY5^}<x
z7f6@{l+=#j3&i(I8;J>KqOZrIHnHA0p4sdB?41BsC(7<XMvz$f^aU>7#EGnk7Q1*a
z#AXl#B>~c<0EQ)yo)LuB03I&@-~hTy2ow?^fdrZcN-qIoDFD_a$hQFmBgnJ?>=tb0
z0JIY5wE!j;#O45@1ExLz?*I!IAT9tCHYm*qyc=i<6?Bh;UL;tRfKh^&DYS-!s|DpL
zEU3VN20AJnnShie@U}o+fkho$RVb{$`%L13(*>m){9XXLK*$2|1?(GwoB^_I2)_Z;
z7O>gCjRz$@G`%n4ft~}2Iq>^Hssn=$p?wJR0QVk<HdKEo8A@OR3UpCS0}A&+L?}Un
z6d0MvI+3^pq*6310igu9Ggcze@fZ{$ywETM3u6rXC|on<z(~z-%}9!IHN!YVO$PIn
z%?t?;_!d-ZwAxsvK~cl+2F-??9ZNT&W)N?n-H_f0x?y<DjfXHkfPIMP;Makr!)(V|
z2iA_b9@8CgH4J}1{@~F=y^D4iggEGYZ{$PN2jh?DkG~gBFxF3z0IdaP9fU}fMo4Ny
zs)B?Abq4hnf;_~c7+4|i@-OPtb4168sxfXuutyS)TrL?+GK>^ciIgg{B~V4uiddJN
zm%NuKd6LUS+zCrlKu^AoG@nqP3^9pcA%&70O<oF5RA^I<Q>s(IQ@~TWR0+PqZbhRi
zqbpZSzE{Lo%9lYr8Ib;zel%H|T%Bm0dX?@?CZDpN?w+nspHHDr<S+GI_SpfVI4Cfv
z99Z0-Rw#DRGQ=AyDVkN3Y7}9VWfW-?e8@VgNY;}SnADCUUny|WutZi$gd?<E>bca>
zBHO~XWxB=qOPsyrV>$U^^qJti_Zixh%vAe?@&xY$=cIW`31W!R;1!^RT^f@d(;XB4
z#B$m>e>DG_t=>}ar-v%_joOadCzUwWEEPC4zDh>beidysx5~CkeudGB+{(~u)9PcD
zzB+ckeBM28K3AXR=lC=HvY{)|tK;43&+sMhWin0{P9F|7jw((%%NQ$mmR;6l)=AbG
z%Xo{07Hlh+)``|xs~%%&=IxA%8Ci2QXJKvKO*!2nU&&52Z>@1fvxa%GT=N{NZW6sV
zyI{LcyRy5GyflLbgMPi@T_K-her<k9zj(j4|J1+&;g&(PVD?}|VN_wiVV+^}fiX!{
zV)Y_*u~sqn7>9A2W7GrRkv4flWUgeAWbCA@^2W-pib2<W%RHR*sRcPpHEZ{HQNy;T
zW{ucd0p~E!gio<&_8Sc>Z?r~qF2)XqKJ5*yGTjv|fhLtExQ1=ZWyAaM)<~AMuCecU
znAMSS^IX}^X=`mI-JV<jjW2hWZo>{nw_Nx93&IQW2l)pRByYIKKeyc94Hq}c?hxNq
z<g4?8j=6`JBS;EwipFKh^1WQmIjTAMxnfv2%zMlgIxMF}$Ab<$r$l-a`WSr=hr$)r
z->FAhSMM{j>#=8UBeo+u8@!ue9UnA^(uj%T(c>xQ$!9q8uzC^c_3DZ0_3cT2jqa@O
z%K5nXBKczZQ2X5as(l$=4ZlFX+}?Md*6+{W*FWUJIKXP4&tXcy#K6=b`Cyr$QNUfn
zh6jNMyMqWAmh?$=Rxm(>K84*vd7xS0bkX0PvFK@8YRIoWJ5)XVJlw(Pj6_9*N4h2A
zCzd9}qhm3oG2F!_#YaU~#brgkMbky4(=}){n~%j}v|<R$crgfY(Y;CCoGSk=?MR0o
zT_3_6-O>Ye(weWgoLWyRr|0Vu^anK^sqt|Me(fRsM4}E=p2*Za>vy`JfUPHYhkqoU
zjnSONKIp!hekOvYhctyOilmR|MjA`jNuo<0fyfKC?z=YWKL#FGrX-{kQvoU$D`zc3
zT3%b0g~$w}8fbI@ycE3*!z{&&!d+9AtGBACMFNY7GL+7mX5ATa-!gwBVo0;ef;C~A
zt(tbt#ZB|46lai6pO3SS?WTWCK23i3v6`{EyPEg8eTRJxvff%F)P}Cr>HO}LbJrd0
zI{4Ff6>m#uE3tV$EjAr%io0hQwY#ENpxDr7V9|VcIwsU9q<GLvH>ZtYGirlwbF*XC
zTx<0^omg-2kJ0pD)S*1tcGA_Jrmy<j&df{5O>gN->4*Ei8<hL@&PCUgMy8Rb-sVEx
zzHaTw%wy5xzlgT$J~cyaM*~F5c$4@R=8C3Xsd_8%)$+@d%Rrp?tkd30@AjMAt?}RM
z{d>0l%fPXqqmX>~Xm~yT6Mq$~YXxmb4Yv<!hUc$}F1z~8{q_AtZX_NO=fy+COUH-e
zU01nR*4ZoAQ`m-Llg1j49LMdy_WuZbqgG!i0E#<b!8nLG9}dS~3GVXXcs4zwe5)=f
zzVct%7PO+Y3fH#RBHK#XEWKsC_bvjKbAQeKqT|p0@p+DU$;@h=GMAoDoI}sa=FE5Z
zdlVWAeTa_44ChjJ;p=KSUdpX&sN0<mOt05_=ya<5-TU#WnqF;Q$EnNho9o+q6ZRFm
zhTol+rhn~cdC_`j+k4^A{FQc88`lT!d-ksT!La+%<$DtMlZy))4e@?U-{<|Kx6OOu
zyZf~WS&68}KjX#mW$|TveN;pNBTt=I#b5ii`nqmb+53E5ux>E_FSa{AtV5XLC-tpf
zei(eda-K%4MeI_%R(w9@EoR57@p<%qIwpPjD72sIyX|l4Vs*Zs`$w<2(d5Xz_2N|~
zztnC;ALskpi|v`o`SG&5<y~2M)NXYj|4ZOk;fL|_c;dyi{HuIwek{Mc5A^4w2f3};
z>E7Rvr;q=}>c{>+^{)e1|IgE>Zql^XFe8%a-**_gWzhzkGw3k|B@n%5!5zN<+SuU2
zw9p#b&%eFJWmGPX7~{p*S5i}Qv&u(dl+EponQ2AWkmjJX%dA*QzjPre9)-3BN3u)p
z%~teGEbP+%MGAKKC8?5?%<L{Qk2g%L7Uyz#?c3K6Dq(Gl*73>PzAx$Z{uCwZq)4r_
zwyYR$H@`4=k!F^zxf&}H95#uq??uIrCXd7|B>vb;%A}dq!-L<@lTw#nUi#F5bAHsT
zY;$#ex3x@MMJZOzSSzA~qfx3p*N~wVXf@dt2vpiG(V<bcN_Pc=Sm3mVgHSr&0ehM3
z*lV!1NUxSaz$nNT)1vM7gENp*3b0xtf@k=Mw2Ej!SZO4N4I0fxvBW54)6pz3R^b0D
z2r`_}{ksnE{-@wpBQb1%#uhpJ#Vg8Z?uYpI1F(+d;CiuGqJ8ok2XALDHJ=Aj!UwcT
zyutFnL+XF(+z0$~|NXze6Lb^*AEdtj3#sc7NznfTs)GLoRmp##5(lWqEBe{wYnvBO
z><yQ2M;SHDfn}9TFOYh1X{V!?GOCSdm$LFw=bu2iPvcqI>@Y@l&4o<xBV`(Ej9gC2
z@bcboX)~hLa7VAMH%im&jDFbTOo|dUmm!Bi*!(T}tj3W%rs}eTzhtAgF8Su-!;}YM
z7b@z|lavoLt7ic}nM+w!V*7KkVsbpwucWAp`sH9v7hPsnQo|;zmQIEy(OIj(t^l-J
zqfHs`Z>IxH!j6+GB)C#qk}D#(!st5`_{6OSqC$YpWK{vsYT!TkDhyW@hP&h;kzEXS
z8tv}2Af#$M;DgO{P)J^VY2<_bZ}?1op@Bi=^s~+80j+Vj{dW}exTJnSb;r53{~Zed
zV{iQb7X`cE|M2A-hT*qp2oVt?G?8j0apSpg=@(E#_=FNunj^-i?;VFFwd+5^xSPQp
zU2pKP&xvLBhD)}iofzaov&g3xNWQqV$sLEX{09X9uiO9Ti{XFqg>T_Md<mxj{CS=*
zw;xn!xTPiNi?ijjWZ3mzmY|m+yVSzLVZ1GUs^5`dmaeTHBW!onEWD~ebbcUx5Ivu$
z&o7}6ZoXp)oy(O}ky>57P=R$i)lW%ZkMryJC#cb7l0yH`QV|6Pm$HRjV?`t6ZTJsi
zlp50%0*q$6LP0F%{;`I#@wQN)Qa8&d0OUMu839HihyJn<h|8g>5a@529w@kkv>Y@H
zqtz^z05BSr+Wkj;54>ONN7^4UFj@{?+b!O^6|S!SzW;FH6KK6X_vybw;eTjrXCh=`
zXaBbr<bOFfIsZNVAKW;}@ib6Y-MXLeWdF!xvrcA_TrQE`D)|tC?R6=JHMI_=Q?Q__
zjv5sbR6rYdt?FPnf;sAl36_G25LCc6)e%z^$9C0mG#P7+ikc?0?K|71peq3Eu><aU
z?mouTPbcrL|K^-=dV^F$LSUk@Zc2D4EwmT8lOgMGq6duiu~ze*x2vKOcl%6EmC`Ka
z_vIs*UM>OF=>+{><b-nC>9x1Jp}vke8f>t^3i8u{0O_?Fz6kHlyFf2Fn|tXo^Se;r
zMd-a}r1|o@5dCL0yXet@_f{Fe1e-LF7!*gA6hvu%slYDvIt_Nu%<F4S?H>NDA%kBK
z9j}|T1vLoZUJxrWg^@s@m^o(MS;k@w9sUapT-Pb~Hwx@~$2C%q81&}jy#qgeJ(3mn
z<?rECs*+Nk31~_QK`n-+QTIEW$PTG!`@BDGlvcGoOioH9wqYXsxiG=hhh$RyG<od_
zVjye}bPyQ|pCnFLC4>|t_2J8xrjE#-mu8+g8>8ONln?l8myk>7V?+S<-h|^GjZj|h
z=tQ6|OZ`fXazFt@6No<GWPsg(rU60=@g9IJz_1`pOgaIpPz>0h;72|hPzN{6^dY(c
zIuKEpTyjUFBqHaFUJ1s7I4E4xOn?wp17(2d1pXIouZRS$!V4-z8%UuvaTU0NKXDiM
z$h+W%czln9{kL7CYx>t&UwkPf@ZRXs6VM)UpCI07NB!bo^h4<p<Ppq>d8QM_Ljc?-
z+5_~V@rZZ?BC@~eC%7X=T3v{gPe30($!>h765+kVj45OfrgJFp9r3PUPpk)Qa!+I*
zKhds0Pn-w*gZPNxNOgodlD|Mtj0f}svDzWfA^6Bs#NLr{{&31Xah@Pg?CUQh{zIyf
z<cK}u7oxlYW&&}Zut0BQZ=`r)H<H5$aine}L=rb*H$tO`8zysP3&yAo3}=ksJED=`
z2uLJt<o-xbSfa_V2z}$e52U}uw}RWTujq&LGvCr97$asQxe?q*?Z%7kM0TUs?Sy`T
z9oUYjhhj7Cpod-~t`XMA>x6Y;I-#QWL)YrWbpmiiesLXm0G+T7G)L$|qY=@F{82oz
zf^=A9Tx3kbIdL0-oNx}zM*KzuM+74}BX}dEMw~_%rT`AyMwCSYX_`=}oKTHG4pc{o
zLzfY!5#|x45tI?55n>SnBcdYA#bAwqjQDf08Q~ex89|rP>l1}$xe?2V%?PL>(8ain
z(2U58z>K(zFbiQB(H3GYq}d4a5i}8!B4EY%3gH!EauP5Rcq0@e;vyWy(2RhJm`&<J
zU-Sqk5$qx~#UM&CG$I&eaAFUf=Fox^Mu;$^w+J2)q{Qe6K@*ZDB;XK!v)Z5`X5_w%
zRQTtZ3|EkW=s^4s+{8Esq8unlVt7OG4J5S?aKkZ*jC<%xtc)N=VmK&Xq3{J_7ARJs
zPz9q*m=HWrQz$B-pnYV#AmRw9EP)teF{E*1e!@7S@32?=hul|<_u38OcX$YVQJ>gX
zm<O^$s6*J1vk1cx^9Xt5d_q1kpO9Ci{J-lNqi1o;{e%ePw2V&YkP-ajwCMZZ1dfzu
zm7sgxOwzpjx+B~X?Z#;kP(CzfmS8=Ruc(LcwC}DX)*2fGjSayO>d5s5hW-OS3?zC&
zJrNuM9>5Pgrysl+UwDU_HJ^Zp@(0iUXicj^vk#_W<<|m=#<l*@p??h~z!T>I*NE8&
z`9O)$iyIwhycln=_+Kq{82n#7_PRl7gnLLt`z|;F8c`duM|c~bX}DJ2AD2l1dMmt*
z3uq6#%ggY@*}u*3<l0wfdZHcBWoia`B_rPql4LVZ;%1ush2_p&)&uX`ZZxHh)IR{n
zPGT38X)ch-ZuEkSv`$htOsyMDRX>=bPEz-;F4QNR@hCNd9#NQ4iF)XV4{!yhkIy^>
zrjO3-0!|;3p$m{UD(ei0X1XPoc>~Be6*j;p;V-gx^e?b>B3hPp=7YV_P4Fd9tTgX1
zCEO4yCfE`p2J%2X0!^qT>;-HiK3XSy2;72qLLS>C=m&0tKT0Ri5oQbCs?a&_!8pNA
zFbLQ|bV47CCEyCwL3Sb>Yb98xOmC|P>wq^wA4?@nO5Jj}$IOu1-9qj&AC_T`C>c(b
zoQ*4O0O`bPpaYupxc~3&kLQ4G1aTxkgd4etuo6+78Gy+Ss1Q*hoI*B@P!fSI!cs&7
z1s}I0DgsLU-<>r!K<QW|Sb<C(f>J0jVXS3lmC1<t$~nO}VNRGI<OA}^l<~xy;4Zie
z?1_6!m%uLg4QA#EdhD7oE{G4h3EKpDteC((fYu&7av`?z{GO2rALm+;<BVjDY>gBg
z!6ia>X~--jutG>qL~fKk3x!IYYREqSq$A_7_r)<kco0YOA?T53pgSkpQoL$zIBQ01
zMp#BtMzn>bj9eRmAp$6ZW&&S~un<@wVMfxc>47{DD<RQ=q8JL45Z*v$vnfM2M79e)
zjSIkod;>nln%FBq^g(?5HPKGE7k~%;hEwy7K9NpH5cG+D%s?0}$OrTWnD{W*0VQMz
z;6Z%!PB;_D1NVeDwoKRyyoU6IAw_tE((u8Y7$)QvbPL!XtC^22h+`+56Q+&FHlz_r
zCrT^QN+ZM|!614^f<^9)z#jn_@eyG+!Z)HfLMVb=jO2i4!bKKzAsmW8s^TI@42L3i
zLgtLH5y2o1xG%P4M&=7aBNDuaLJ)KmK{=pjR01(UJ0?-MwkGrk<Ai#oo}eN02lB)|
zCQHB+T<jL4Klr+heoOcu#&P<ou{1s&s>LP2WU-CN>30<t=`FMpzJk!}9R%iZA6|pE
zw@t`hZ{c&gUHgMP>9y=7*IH+3dz@2iO>)_)(p+ZAxWwe)aeq!|k8_Qs!_wh(A2t|_
zMA+}`aJK&~$d|W4Q39u?!fJ=tW0n9A<PnFc%mep^T<scLl?6>y)rKVgH;n_XyF3Tt
zWfABM0_HL<Fb@b;;f7#t#?`!B0+!Y)HY_j@z}la;yNs{d-Xh4{-P`jQ{5k!mcrV3#
z*58@81;wOzrfH2eXRVFsX%9;3)d|89cyWxxs=wSDjvd+=$K0++`1eu}IY?1jM7mho
z-(4(Cq%D+99#=&Y`WA*I>?^36NSARldt1LUF|$xJyIti<XjZT};g{wSTt$erxruKI
zGZQtn&Be;X%S6irJ+v!WnO&`|OUPExEO)oiG8aY4LvTpoeKK*?kdhGYQZI0q<4dGh
zc<WN>?Mkl_t|FrKFL(}*=^Ye&x4<pc%OAX6_wR>q+w^VsZ1&93FGV5iH8Y!-LbWZo
zEskMgf*wqdh>An7+OaslR^MmeZN2=u`~tsWeT5h{%gTSd$e-&iJuJJzx_oiz)f@Zm
z5}pf%#(LFi)5t(uzg;%8iE-;r>(`bBv8k+3S^%1HtXY;>VOc)S;L%wEbH*4{pwTHR
z2oGURg(k^TQtnrTsR|*0>VbY=mzcSe{9u70cWf3v<18WD#7?6&YZXUfI~PAcR`lok
z!T`=hOw+|BP3E@eZc_ACTXUUUe<><o&2XOgn=F$bR@ugOZE+iarqR`H)vcY2onnA3
z<{H?6NOlE1sl(T4wQ_Y(LlF=@sS8eA3VK8r+(X|Az8cVjNCy4vk17d}mSCXP;^;6!
znF<&|nUx|21$$~F`74b4*f3WA{@IHDuIGLG`G7<{pQuqcPM5C=c7-@EueO0bjb7h=
z<c7xX{Vs{VgPjch_kTH+M+Tp)pRAvvKB>ME=60KbNIn5^g5sFw5i~}dlU12wmXm7F
zf05HG(FJ_*@gpKe16mSK+K0!>|Ij!C--RMn2a&Iu)Pa~ZF$wG2apU|?@xvmfsg)7Z
z6HdojVGD^1hht22U{06__LFluQ~PTP$s@OTd#oK_DKO0>5H{&qf~yHHXSxmHSu*T|
z=&_O$c4y8fo{J-JM?Il>lI$_H6KiLfj&vQ#dNS@r>@m3$;0?SpbX&>}ly_I~mNYxr
zamJtGbBA=SDWiL$_t@_d=wAKU&Iz#-vG2Jf{}ZC+pV13yh!N}yQD_3=Q5vcjbE#1U
zF#&Rt?KL{-hE&WgA=d!#9RGG`La-@{PvqEyThkeSO%|UxJ{b2g&?FyaNNY0l6R&La
zUOwUX$o<IT8O9@>7o7LN;~9uY$dHsi(U1Dn{h*`)&5+EWpk7e_i`1XAK5>0Ae?t3M
z_Yt2{<QuN{wmJXb<_N0Y5SBYq<zB?fZy~<0lwk#wv|!8KFy>tff=DvFkS4^$VHLr?
zLcF&?(t*($_hgGgZ4qwfs~s4(ZtWF7^Elf*0Jd-~(-t2rmmliIG|li<J9*6mYRL|=
zH_kH4@~ynflgW~1<*%N^u*=|c<dzRMOAMRw2@hZ0!<i`Ws7N#)r(HCvngN%|yLWDk
z<=IWL%PZ!ix*|ZP+diVp`-Aj`iH-mQo|&eBS#I?vpNK&#{KS;Yoa@*0@Zm1l&p0Eu
z4@8#Pr%KC6`SGyh-|)#-!$;1yARiJxd?NiJpGQ_sm~VTcW2o1@fO%zMf4s+EZ*e~I
z-(qor;PJ_c$vza_nln(?;JCvO!A>a@#S}UeLYi=?3RJ0sIb{V>RYf>erCe3vH&LJB
zOqUN>NAgB;$6UzeXw#B~l`CLRrKwvMIIaUd7eyB<vb`+9c@fR=;~s=#;($v2%z5I|
zmiRN*VYaC(+R)P3LU0#49|+5cut8l3X$va4@>HZG#Bbtz`G5|P#8wjsO^G?u@e%?@
z27z7~#%ddW)7uYBo~1n`z-H1bpCY%{`h=bz=1l=Z0ER0mFa~clj7hW$AE$5^^8?+i
zgb!72(yPorDLgiv3?3P^A8bF^Y0Y0U<w;MWqoB8)r_;HM%NUoI`7BQ3_m;NGTDn<T
zWgOhgD=P|E)?{)ub=is<N(LJE@W-bn&~F+2u-|6PIL}(GQk4nQB`A5tr1gXA8%L24
zUPVa(^_5il|3ouL3*Jfs@++W%vE^lvUK)LR5nN=YKve0Ul%)Ywp${o5`<3LYZ=QJ&
z`4nCSyJwNhoB-~@-pbwelSqW<Ted|y=m>l|j~=~=1Iq@w>c1kE@#REY9cG&f!t%a;
z_&arKt8bSW)sIgTZmBpqRt}=gzBKL2*ODqO4x8|(ZO$Tvrtz_l-(kC=i`W2e+{<5j
z_UTw+mm^I@O<ff_wA0NzFs|h49&KkgxLwS4gs|R0S)zTSy-!@lJ`5%}hqz&3^wBuM
zi+K9JEaqQ^xRef#Ec5DnNbv6kMzzgj1OmlM{ex%N?_mNbzQg%~wem0*vSAaSVfIkb
zCbD?y$|)~#|MoDzTS47Cd1>m_MZlU6c@*KAyA|yTV{jRXKtXmF=^#dLvSS#>HDtsZ
zGaYSu`xI<K=nKm~_L^nVbvYJN@FUXF^nEEt5*+d>@+~ws*kc>t9TMsDwjjAka&Z+4
z@p6RhmN4VCVTKU-+9R?UaVihb%vo%-Gh02b7PS!p!91|j+TWoy8(0Xhs9=)u`cCRB
zI)EOB(l0TNzztJROg+wCZ_7rZhPS1A;BiMuLSGpDiO{+npbQKvoD-EUy2T$SKF^ot
z$wjbNIS2XU`o@Ln&P4MDx0oY*&*2dWJgT$MMo@|`4L2J%^#vnOakk%`(MmY53`Nkl
zWfj3FVtQ_hQCs`sq6CR84IwXCW>BX*1&nxCZyhuvFrl@6d@po{q5qRk&Dj8~5L;o?
zBZpEE@+^{j&-v3}m64@NIlkP`@m&Iwr$p&70z)qS@$u(4gFb00fSNLcGg|}q@rlF1
zn@|h+q#)M_skvwtl?=d>+c(-rPw-4+C`JK5SZ=l0TXQ4eE{j@|dr68@_QBE*bW}XF
zy*bBw8X#&1Y+<3@OwCZgmq&a%+Aqf!Wseu}3d87Ie;|2xFlZ7!3_yV#O@Peys;iWw
z3>eskL@upwTs>j&#0vL5jEsc}{{}a-FcqF}f@XvZ^O=nf^SQ}gHIR1Pws)v8kC!8=
zZD}oL<3~Kr+q&WNdYicc>Fx2AJG0x6_NKo(k8yMmxvRX{%7b>y?dA=EGNK$8(j=5V
zG{je1qP?dad5+rwA;KNih{Pg%|2RyEFwB4&qP&Q9#xlc_9v9328wO*lfz@LivY8$L
zV?<>4z+igHS#PzeD36AxHv(23$`-4%M~QUmlXPe#TozI78*No=txpSGZ@9;SOK)`O
ztY?#=LrXyo=d`RChkQbF>6AMx&|Tn$tNH8fC(o03e*TQ_0O#&$C@}+?xs0s}VfZWI
zU7K(Rjhq*WhpelyK7BP<#Gs-%adUee+}N;2Kw=3`RS0^@1UjKeab~!S#N-n6cL4C{
zC+;BX&IbAoOjEcUy*cZn2b|*4aW;_IICClROM%0>LR5W(tBnMX>KlWxg3ykHH$@o7
z04!oKbb6~qU0~MVH^Qp=aZrqegg&?POOEuaj2%J~CYi{j0V73~I1^IC*~2fZTIwn|
z!N7YnJ69-}koF$flp!33cY0~^0CU_Ts|v+^QdM$5fE!^|<|_DZy5NcC(q5C1+1MoQ
z9w#GflT>tklCX=)mHln#B*9ZP(TF-z8upaZt0oeSF@M;U<}_=8`|cjH{PvmlxLH7>
zx?f&A9YT#U%DCP6Mv3+LIPhZU;3v;$yl|`0{X&A!$6r7}AKI3q5S2&~iHMSH*%LvM
z>}PX{82vzfUmv;hEBz9wC0Q*Br)A;ZV11t+#Tn>)c*7H!ZAqkea1LVsi`8jfShEw2
z<~Y9uk52^4Jq<LZ=`PR`G)kb_Ko}O^!I_H#MjepX!L=<p`Rg%}2+RS55vkKFSw@~l
z1cD!bIeBFW36%(}m^zs=suRUEUH%FEp)N}3F@j}iOnNT4x2|2fy&4v}I*oVgUM0ke
zh;Qw?<SdA7YaM(ZX{dI%>Zi7Y&{^T9)RI_PVqC9?^j$!>e8K!(O}+Z@Gyx=oIM1_Z
z1#qc5R3(bsmBY%bl&Sh7Aa<7Zk){(t3GjH!Ek8USm@;(_jN@ni+G;pFu{<_)e?NE-
zBxLoBBg%Ba(WyiJWE#@3R3o72=(tE)*Fw5Kz2Io1A*uOB+SfsudqhMQCUcmP|7ia!
ze~vxI#ObO>^(Isa=UIEF5(fNEZv8!)_kE2`U(+p1r6}P+DU_$WW(`yGchW=ARN9G)
z>86T6Ix5FwiHiF*P33L)GU*@w>l41J>zouS?Q&ITrP9N=YZqs;LT96DwffXcyfv0`
z9mADMr))2AJIN<)RqAT~*$Z>iH}MVo&oT<WRErY6h2Qg=u@)tOQ_{ilPV)f~wk=pQ
zI8wf?%C+UnK#rS#34YQB!tWB6fwAD|BNsy%1v#=dtd=B$!NaWA!9h(gm}p!t-`Q`l
zFx{Wzzo^?uOKaes$pI99CRl9PN`vVY^HJa#lr^nR5!Un{w`2iacRpuHO`?fj;ZkGL
zDqN*}D?J^Jwz{MYK3ko(vC>(?TB%}0oA!S<m1{Efrfc+n^<Lpi;b$cu!f+_%0GoT+
zWsPAzufpwi+wAuNq<c5<L+K{GUdV-BX$t*M62le5e=j#3Zo3BQWnN1D5m1+FwiNtj
z8NY;AR;R1Ag#k5j{ZMjx?TCYtvX!Y>wA3_!iE8po#&UQt>wxgNb>AT&Y?vxF^`OD9
z11hEcieG`4I_b$108%=Z)MUiqBA}S4cNCwqz>%uQ*)*1&e|JK!da0sBRbk%}p;xv7
zXxHQHit8KNmM+AtYJMc0er!^Csc|`vxm^6RqH&oIP-XS%-AWsMR!x4zih52qYr_50
znk{o`=f}}Z*(`As;oLqRLEaL6n(S0m^wu47a&KOVzpUn(a|)X^iC`($Evk}1CdX|Y
zq;hRqz__sFun<wjEMU*gL3;^5M&Z)A;9sVq@N1Nwf{JdiF3gyRRQlb2o6PhxRoVYV
zL4T)eu8O4<Or?}2Z*fnDv2{grq0M1)s4XaLa8|d_6F{DMtQ41Sy?Plm=6NDWWPu>B
z-(s`a0^;?Mq@A9ov5jpRO5|>rwUvF-dMXEVyov?^OD?81f4#f%YiV;ymaCd!HZ`}*
z(d(C)e<V%BL$$!w;0ROaKi$mgvCm3Z0bDgpNmqe@GTPY|m}={o)$+S9pR8C;x1t2H
zP1d7kXEThC72hZ;4H<E)KzdE3WTV>Jih}os8zVf6HKMv&naUQN%(UBiVS%+mOTkY#
zr)K@~gU!<Pp|8)9C@8Qaq4U~55oHd}xDH0N485<s*<3AMoy~+?V&BM3dYQ>;sytA<
z&9f|-c|9#cI=AX4<TD_0O*c(n;bKiP&WYfj+FX*Oeqo5_%7(sIrOJKtHR*^!Ll<I^
zPBSmlIPuZS`O=Z$N32SgCe^~W>}d1zH$=4>bt~8x*jg~vg7W%6mAVXAR%*^q%32Z!
zyF10?6fx?dPOt&vquP6Gs@72!idRoaT7x}UDh^$)mJ&)<4sJQypd)4QBQ7(Wse{m1
zOiUh}UjD({K1)&zTqI2%2kAKrBX5Td#MUVnhE*n%uC79m`JtiUGC5J3gA=)dGO&)G
zi#x+PK3kJz;m7sCZL^`!j{f8+_{!&xo#}{VD4lPhfTg7qv<XQ`M++&K^v<gjh2eCr
zW*ll;X-7p(j=nL>>FF8PH2Z8`(@RTG<ds_;?`#HZXF-|0RimJ-%CySd*xQ%twEgwu
zN1gfMHS<SG)>2)9wt2!dd>55!>-Q-jyR6n~mUg;!l9dyX)728NntSnBT7D`*pZnKL
z%B-<nh%(q;OF&Zj5OsIDUrcJ!Rx+DQa_wl_%276$K}6Eb$!so0*`2mk^pVn*IMhJ3
zHLDH%pBGwAFNbYtYb{OZchFJvZ$CEv=Fyvem4u4%Mpd~SLjy5nOkRD6j-~N*4vPpC
zyX*xgEsKj&!1UEzr?;V-wr-^;)rl;GaY0F?#X(ccVcTKST2z2qWukPEC13XLr7Qpn
z*R8JaxiU7{V5#BUmhU5kk@DvBDr?T_p&QgLl_dSokJ|YUgM@klP|eReg=?vs%I(1h
zJC~uIfI_Jk?rN$gLL|MrO;8yA9xbIU9a&MH)IhuPLaStX(<Vu0(IDDT8}KB3^(T9@
zz^?;{%i}&ZlSZ86=B7-<h~ITgv8hiC6*im~c{bf$2dAFWY_6u53_W&&SMOG>)dP17
z4pwoge^SxqptF>nE~S@XqNjPVt$L-16)#qO>6***yNc~^j?&p=Yl;Xe;H)xbY!zZt
zR@l+!v~;u_y}T3oig~gvYr$LEV9jC)sS0_lY{jjr*cs+lM}x?cIF_^1=cQ+l@I2)u
zH(U%u>3|clNViw8lklP2MNv{6P$B_vTswv3wlP7FOCgAmS~hzqxq{=^p1Dh9g|<?-
zqzd1%4&>cN_k=RY!wvQZ&7yxdpSpvGpSlHqi{1^O{W42#e)NA{G$4cFUH4YX57iZO
z`U$fx=d6}#Ny^zvP3C;;E3Wc(x+yvZ=~XJ;=ZqBMHk`ZMYUQ4*%xXFPURJl$Q*ubj
z?=CQq+L&83F6^1Qoy4wOQ}K*iw{z5f=E`2x=>1-Vx6bb<X>@a#_L;x9Vy0*dAEY)X
zja!smvUIq-PvUBsLLC|670el#`7?k#EIaS3(SV!PSlyRKZl}80XZTmXSnk&QD3>lZ
zc0qvZx-^Q`rC01)iGCJKnZi}1id>AV3ZT+qt@LnJs4vK{RBbW10*yYaTup80#>MX#
zvqz!}z3$v=+)5krZi)o&qZJYVyOo50uPDkn9*QeagL!4?+RVJzky;HG<9teL<4?mV
zCtP`Q(eTXiWq<l*37d)H(T1W)535)d4bu#_lN23>U;LJ8O0M#?Y+`&L-&zHeQs~ez
z9o%d54o<J%GbGMZMQ;N`ic|^&ov$s6cg>{I-o^muH`&c{NyKmQRz4Ef=h#J`<mlPC
z1-~x*Eqn6oDlj>`AU*3c#y?f6D$*5NLWer@!$DIE5p-n-ER0DV^lsd4F`;=Y92-02
zADi;A%>M=u=+bL}{@`K`$eln}4ZQ5Gh!y;~6`kNrNp=wwan}K(K(C8(Z63IXEwT!*
zZ*-k6GiDzdbV}5lF_7MWgNMTm+j#E6?m~V-W6Ifr=n9zM<l#-ndXqE#MUQA_o-w&t
zD>G9AgF;J<#}rFXI(R$PRHx}~oY`AUW7;$0WbCM1S=VB1Z~=(^yBXFOG1#lp;a-N@
zEM$CX5(1c&q|wjue<V=Zp=boSe5xY8MmWi36)v@X4oB{yl__kdM>QpR#v=fI6~X?@
zpe=lz(_za1ErqOY(U{pY6v;pDubtM#)imUF{>R(SMb*?|;xnQ*tmwZ?5u^>rOQzzQ
zSl%B7cBi$i=Hu(JJ+7P5CeOwhYHsq;r!sf>!87s!wFDn{?T}j<GILT}+y&u!<Q5WH
zdM9e3sy%7yjgwe5by3T1f@EOYAYRSoo3wS-jHel;g{VvS-zBB0Kl8^FtO>Ru-+7j!
zM3hG_1GE)N|5CE4PPcs+9h|JN0X6nYqM^#!w~dvhC~@|)aHW;UFr7@zT=vKN8G`Z|
zZT%Kb0`t?U)UlkHTe~^086PlPyE1$uZOzLX7N0C?3<EPH(2ENPPFMj|h_NRiSFa~|
zPH~v>X75%o;mssL!N1<B5u1}Wqell``bUJ|QKr?6bAeitdGcJN&ziw^1cx2id*nGw
zp!0rq!*dnh`F-7v`l@u?RJ|9s%Rr*ViWVqW1&Nf>6thep<!!Pz*%tq)KAYmUFNE}}
zgod7+Vui3PZ0IH^AF)7^%jR?Vs05bF>+;e{+qY)kJn8c_?d0W`OHIp5A$jLwcnsxY
z9mZC4WTQ0e*}H4w;F7m(09Q*s<nDFj7qh5c17d3<=G&@CHzpvR7`D$5ixss~M17we
zGvaEteA(d{-%p0)UBm0gOL5>9n;2_bDp=*pMnQPuBsK^L0SgWf5{uu&BzCZF$)Enk
za0}$yV-h3Mw8b5-g94$meojNI(Z78(Fnq;OuOFFGx}|atg8|xCnzGpDC0YC50<K+K
zp@8+|n(i#6d>GYC9=BqhvNXx{vruKjOgI^Sa|~a4o!hCls=Po^5$e#LbpW+>TQv{Q
z*3LGq`qas(%)%;HoB2t8Sf{tA6K!>~!|>%P2Gsk?=P7OL%5DzToKnNEJ-4g(R9F*-
zYUDW84u2w!tHULqi_aue)JI;^;{(t};Fk0DE*`GTc=M^P#Z#0lgM+2gC!^)xwD=p5
zadS&HRECc?6gwURl|@Rq-`g{djqtTE19gU|EnG76gKBqV*xN{-!KX6x>Iz{t_u@5H
zvN>1iEsXT8J)*zJ`SNjIkP%_Ih%214e65PBJ$(p>E(h`Dnj3vdxVL`8-8JNvdW@O>
zRe)$?egAmN5To^2n?6hq|9n*0h>p*F92Mr{-g^2ZgSpI6NYKAslfLZ~FLF*jK26=I
zc<dgQ%2LzJP|vDMw(Cn?FF7$kN!6-+-$5xBrTBM;p3Cu`B2|4{$`zf+CuA?*c(u=_
zQH|ppdrG}eEML@|EjDjZ?Fni##eeqqUzRlNrI^CS*Gj><a`6n(ncJOH_I^Cr;kGeT
z=^h80ON`?sipmT5*Xw8wEJll3PX<j8unO4MG0-jxIvR??+^3zwgva8Kl;k0VnIAi@
zj0eehm;$G%yR!{#B&O4~lbl>;@`p}YQ1Q53c(nQ@tIO8;w@NkI7}(irW{Xp#P(99$
zq<4ygi00)~BNf0|h>AXZc|sCKN>@`Yb!MLhGizI}+|WeCa1sRGvDkm#Tv|VfH{F-v
zI_&rUW3I!p5p{4%$ne6H`@mYIho*AgHpW!EG<;nFd-(`aqGK}|gn1uDJBKXsuV0He
zDoUY)b}72GtVOVS4xrnKVx?**#N0`23)IdP%-PgUl%Fi60zE8?!>lU6pFZS}cJl5e
zzgG;R+zG-2jIE?{?2uCWG&#LMRizEv(ee68z<V)QV+LG(?gzdP6G00mZwW8T9ApoX
zY&bVrAn~1-k~cuVBM<kv`~}%DmU-<kI_AySD8nKpAu#b~M81#7Hz&-v_^6eyQb<f;
ze$8m_zdxE*Pg5SDalyAr{Ar_gC$v%SsamNnjm|NEMDNB5of~bhQId}B1kV0lq<ozs
z;R#b6@ffbY=}JX*-;a6kebDBD!b-|oo_wq*nLtgUU`nP6ThOIjK-y8%G}1Zmj{b2F
zufjLwE4LCUUr-HjR^qJ>3x0dl9gC8RFJDUBo@R`?3Ija^vuzZ`uwqw<0vMa-xW!&^
zXoUQ&a%h~YD?Bh6!FWQ=C164Lt5o0&>Er0+bW)(?_09ikV3zi_GZ`Kmi@_qz=~MYw
ztWAzh&wqV|#bzTAYqPOIi=V7y){u>`Itzn6%bDy{eaaTnB2_B{qmQ|9g;9r$vDZ_v
zz~*YPZ^l){Y-M8J;k2{@W1TmT`|>d(j-yVOk$6!%)m;9ugJaGyeA$L$>z7~aaT`{a
z^(VV6&o_H44>T>h!5gSShr(3<c1ZI7V(c!1+Kk$L;o~mBU4m;V?iMH%cP;K#D8=1r
zu;MPoiWGPE;7)NTxVuXa&))AoGv}T2;ml-K^68#Qa;-a)wXXI1@8R_0|FJ7P5;SMX
zltSNLbqRLY_c6%;r17y+UkD8rkiQTUob+N8!^7vHZdsePSDIpHEByf{Ol(+|2a7A{
z&BR6L14p4exb}`ej+rA&ZafRePg1fPV~mq0#hkS!_{_Jq<l(bam0LNi!$pb7!|m6<
z31IlZ^NkmHQ3Uhp1#ls=TyGeq;x$qVBX^$)J$K5szu+o~zU}H=J-zO*4&V*&7hk_r
zrbKPC+Ua;GeO4Rs3X#+ja2wva`pJ@7W%`(uyo`_Oz!;rT$2gXLP=jzRMSq<U#p{5x
zWg-8!@Nu7SysNQFz^~Uf`PRD8>aUBBlfHV!ks^N@xnMP(M>B=(R%_Nvky-I-!mj(H
z5}NFEQf?EAjmNX-cMa;bvj$>y`1HH>J2#E8l(CYj%g7m$s4bX&?P7euT|y6Pl%iEt
ztBK)x`X~_=+ho<Lc;YJ~^FL(rRbu-8TQA!GV^RqxHP=V(_l)iT=|$uG$n$?DZo|&`
zBD-qnwBEMd{~`KPOE=o+pdix>B&zNSvkF2d)^KnL!X!2*ExJFG_=Bg;P{^MkH)QcS
z-V!C8CjppfTPl^1UN2WfpBS2yF2?}m^nYGe8RYazy#HtadTeZ;Q(n<A=`kX@FMMl+
z%J+3~b$F~ili9)b`Dorv(J$E%F2-r2c35^R8f~CHmcy{gfj7)WV!pe!@>GG@;7NGE
z;GXT=;WYQ-Goe8}ITD(Jc@J%B)p~tQ@9*}&Lqq$Og3I5gq1@U{j!{OxI>M@*l#Y*-
z<;AUuu&Y+4NMce+)mCM3qdBWi3~z>?Dl}TOjh+0hOxUAeL&v#4I!2qjq-n>*r^oEp
zjhe6|43-j7R<W|RuXql2CoD!7S4)T3`JWURc5OlD$b3@#T^w^)9%}MXBxw`pYz9W>
zHUuw_%!{NpvV=W`9%{UQ+Z4(>cgR@Ecf6oK?w5yp?e6El@Ug~km;fK|Hy3)kqOR;W
zb#TPs-`F1rE=D(tyH$dJ!H7?Q6luGL2jDORxeA2<twaLwHcKo?be!B*3S-RTeJp`k
zCV1ZfQ#7ZE;5H(9`7uUg-`O<k@r&Eh=deXa$S061dW{ZP6m&vpmI@FKTLePffsLp&
zT3~jN1EE<WfGkXx10n>RN2`$m&w*S~YvjSnpmKm&3t%)<mqof5Kmn>ppJtFQ1F(bG
zaLj4|;~+L%vpfKLs10tu8u$@3hDSpu9Rj!ojS=K4gY|)XD4buwdZ01<d>JqaNE4mY
z5Nr$5L{(#!4g>6h6bZ~C0g}Lx&@?s(9gqQyQxbd$N<vekk*)!J0!8DQl>@>+_$Zt*
z;AzkfdOV|aB|s2_5K2rh-3ZVFS)j!OrCR~CVHfC}ATSTm7vvfCnSkaK*a9d5qC<^m
zk`4wq0-<5wP`B`Vfznw3cc23Zf`&sIs)Z5-umUQAh{Haj<Pm`wL$y(20Fi)NKmve`
zrBD($fzC+{X#)AuLIi=Ggiu!C8$Bcy<O_s|hdulN1Q0=8fMR%14WJkfv>ZT%ei;v-
zdf$2hiUFX0z&93%ap*%GAOIH{3u<SCw1HkE!5*QWU%*YFo*H2O(1#8{7ar6NXoLsV
z0#2Y@egPWcKrMkrxX@2PBLMV0=9Lyw750z}=)#8*fkYS~lVP6P;J=_3MX+_Kr#@H%
zBtj2K1c?A4+aM7Jh#XKEWts!x45TE0rU7Kb4)ADbq^kg?KuR3w`+y6T1pY+1)BsWf
zpp2kZ4u~o63=e7q^k;*Jf>zlfK;RiJR2g^%fVu-6@u1p3M;xdX&=D6Z19SvHa{&wJ
zm$bl2Jg7df5(jDr#6odS2I!zo(?SS91|J}nAOjW%J;;C!;t#w-b&dzDfldg_VgYSo
zi}Vm>pgT&9A^0oEfxs*ZkQuf}2ay5tq0|_G-9Y68W-)-WumfDPWB_ZJE)en^n1WiP
z304LQh1wA1D}l9v`k}fs5Hny#m@XXz1SCY6rjsrJT!*DGN`D3;0guAcSfwifE}?1c
z5JjL}Xc|zu0q{30jX^pYkPOm9QClBW8GXI#kDnbj%1Wm#{V*klW{59G5v$4{c87Z!
zQK)aSs+4CaEgazv_!?WND4FmzKI!|Ec0RjwCbJ`67$5Fe>g}h`BbpYvvh^u8nDlx|
zv!Ci&5)2}eSR=Fn?2P&{^*jj%L3G*pN7QzVcC>c%c0helecBbTh7Ha%C?8Q;NjgUQ
zI${qe3``0>irB-Q!<oY!2WBYoMA<N?VNOSbi%GwhFl10(j!D>%s%b$qLR2jw+<2Oj
zn#w%M&?41NYBiGGOhuju8=Bu)5<EGzskq4i0z3kon1bE`Tmp4wL}_!djE3o>v{w>G
zD$@@p37$x%Or|KN#K;M1`C=|v+{XwR)oEL4v5|dxd3t%EJi`@${!@ZgpI(GCYJ8y}
zN=pQE_<-hn!n7p5tVOW^nHn33Ik;S!Fp?WD9UP5sO+ABmNE6Y}+{%}ri#!8hwn$>8
z!{JOWl+3@j!?g_rZQ%Mzx&DN97ES3$|D$<IIEeZT3TZNavZl+Uyun6$%|39+pJY1I
zK=T8+rW}|@K7$XWxZYw8;PdYz-sI)pKzZUC2P*haw9`J)=jy9e;C0~kinJ3>hujSk
z{iA4@zwC`SM3hR&iyfMS?45joK@y;FgEl=X&7qb+6k$ZYeJ$MueBzz1VjAX%@RuCe
z2m34Euua?M|56*VX1d{-X3j5WI+M$19C{F#HkW3MPzKy;jBMk3Cmj$^tL1lo_9Y>u
zh=6b)+~S5sPy)Tv4uJW{5kCR1Jh-u1#@>PQkEqkH_#SBoV);H1{)(>H(`(W{z-Rfr
zXNBr#)UDZ2N7~lp1H$}F<~}9-*7yUY{1AK((c~-I{9~pw{d{|HC4-QJE5Yyf1dyn-
z4!}^^m1O!ijt=XxzZ_%^sWr_e0MdY;=O<0{$p9GIO8dcqZ)P1_hEo5-hTn4I)1y1?
zDY#iE&O+F7L#96227THpUrCy*^Z+x-PjtE!Tt@M`{CDrX>d2h5p>!Eo8@D3YcQhhJ
zZ9GN&PB|Y-eo1*&W>$U{R3B=?$=jN4*9f)&@_NG(tVt8u(PgO2Wy=zwsWD?p-%7hg
z9MMcrlWLPWe{Y(I5O@sDrf@z(9*-1ok>qBU`%kIjA)}UNfc{1l#n-SvS3{adz}H-=
zpCBznnv~A&Aw@FKKN1??U};O~L|SJ7qR)v;Je+1uARD;p2XOXefqH%d*pC#{kK;pI
z!enL)Ln`ZR9)U)CM^22+w3`Ob=67&~Ob`|N=8KHvDCi6U(Ns+fz_q2-Z25}$82LBg
zY#&>?_+KOBl9okkreZAp3Q6*h>fnS35otN;2%In6BZ}Zf!jM&*6<k%3_Xb+I9qPye
z4EGTeT5~ovjQHds5c7D_jI<1Ge9&i=!h$4y`BGp3hz?IqnoWRsWp7u2YUPXqe0t%J
z{)+hx>w&bf%H)~og8l;WLS^wE><fkSFWMK93+4;dZ-jTTL9u{)U~d4t7|c5I8)@Cx
zb86b|x;T6Q+#5<e@=DvLILtYW6YUG(gVHAE=6&~hd0BhamqAZs_%6HCtDG7u&j9px
zxYt_VO+QpmocA`^$-X<XW4rUJya2>kg#%+<9q(Utl^1WTt*g)FZt3?tS8o`*qVOV^
z2*@g1*UX!8o2aAS=i4cm>w|1$9gOUm?Tmr`n*t}XaDxC3d}qJvPk~0%7$RotXMT(A
zea~@TsrQoCj^{Ynl;<iz$br9L?%{vD=WVyF`}Bw-ok`}j_52tsYxj`cK=niZCVcai
z=~z3-4Sl4Qq%kv)EQl;Hr2DozHtt*~$)m!y@t*WA`T1Ot<vM)PbGuIZ*}YMIp$~_)
zeEain-1AOVkAr;LwY-kJwLDQ-_a9?z^w*A)XBlh49#l)OduJwD6ZNe1wDs3RKd0`d
z=BFBIzeq9eDlDl#CTv2cQfM=!GR7yyGx=Emt+G)pv1vJ^$T+1~G%htRHR;tjpnXO8
zDpCuC@Xb0NtOM3_(*f%jXGrN^;}l;*il6vA)yukj49UtH|J>#^<hjYthtIPaQs_sZ
zRWj)j>ib*h+1Sd-mRx_9E$Jv^pVgni)mNV(*Y_<HtS_;UwAqSB%qvP5nDQ<Br85IS
zqp(GpOPvkdqbx-qXHKWcz<e%G$e0?V<;^3Z|0^{o``$B{tQp4guHZW;+|jf083ip3
zm!MvM){ylH&hZfa<;63Gcb9d=<Xj`SPA4eLr^fOtk*PvyHPcfmA2;*jeSt=CXreUI
zt?S?|<XNL>0LRsOU#rIROFM^=^JQcIq}}G%<0y_YYD#Y9uVwt}ztjkh6U+>aQVkwU
z6<U*+6I2q?EZ~`ub_7{k+O<aTK5mV2F~}{{hD#`Q1&vprlGzc3{~ql-ynW%;ZK5u3
z6Bz@c6Y|~3&&(-xBp9p%+~;T6b1&$Tv8t0wdAE|D2EgABR7YluGQROI^yL0QZn642
zgRk4}d_5px{tdUT%l_Y3Wphq#hfSin`R~QW9$i7=sFA?|PjibmPT~Rt^8tLFe*F&Z
z^Z*R~<cC}W!m|-Yg|AXt<xBP{QkHvyR)RJkSgX)7Tx4}#o80d%-Di^FGYOqABplI7
zoI*1S$3?(IW*6(tsHShoptQ?0Dt|Su!Y{Qr91X-QZ$Ii@IKc65M6;LT?U5ZA8imdy
zxxSp8qpR2_@E_n>gF3n?P57(P7g0}O8sGa5D!K_xxT{eYQOc3$VeNx>yX|t(brH)E
zv|&brEW6cn@eW{?gZOd@Y+zGhqJpeUaH;{iFg&m^-M%K2065Y>Z<7zI$g^-RflJ+N
zCJd_ZV=#Y$4!e1B(Mk|l0>7KEd_+Wnv+TAo!TpGn1`~}eAB3Ar%mg<8YaRs3g&~HI
zM!E_Tp(YxFh3jUbCL4m|3c{eKAVz%%!jT}|gm0H%iG!nqr=&*xjDQQn55R7QVcdj)
z!U&tdn*|Yfqv^tMo4`c}!cM^pNub*lVL&xtEhONGkK;@dC*a|`o4WbC1vl+CSvQTl
zQ@e?}#e)K10+7X!#o)yd#b77ksNkt!so?&<8xz_K;sf^u<7RBPPj_24RiH;;Q&3YN
ze-MA*27DL15wa1y5#j_)7oriY5t0#{5rPp+4zfS|3+elx4TVjjZkO)KAnTyN-IIaV
zfyF@@-5TAA-FV&G-R9kLn+Q|b<j9nWKVfBq#HitJ;7m7hHcdByo06L-7aE(en~dGB
z-KLvjn?{?1-J;!V-N4Nco64J5o9>%@o7$U%n^v0)n=+e7o7CS#FK9P~HuX12H|;iI
zz7c$*pMp1lHNY}JGC(uv6)JL7Ad)&ozJn!#UF$Y7!LBA-L_9%ohgk{w+O2JZUQM!y
z;DEpfa~$N>t#5)^O?m*Q4g0^3;~XFe1-j>A+92u&(s!HXlIS9^ArQhSNzi_zN<$6}
zM9QU1L;vsZSuqzW4OSEWZ;-77fhwvd%x?L%xNrKKN|n*y0B^*9eaC|jH4X<R1FV_V
z7M%VUg<Xj?*9+MHVDZZ=S(jwyW4aWUVBJN1B0Gkc7yV1VECSurM7w)WZ0{8Ao)BB!
zsNnaT>~*-KzGoe#h1B%8gji2fAw4y4_OUI{?o2&&)?q9oi9hC?Cca;EdE)*UnkF}H
zpKL5?`!5a&Y0`9bj`P?A2Yd8AFXxZWlR?1#qwK_cuQa@!9>te#!rD*eBwcd$pPq#m
zzc<3===HZQ+BM2xR!FXL9sEXNmt<k%`1AH*PQUSIg(cY{Lu2~ao(-Xcm}x-lm#T37
zx{8ODfyO!t2ga3tcUkeKKPiUbr9Ay6pcVE?R89-{R3q7>_QaZ~PGQPEwPtjQ;Gl*I
z%aAka&kw`lN|3nmc%`X$A+`a)g}p7saL_;W@>|?mx1$BWxxwmy<G-9+hB<%Mw#2nC
z&OVn_m{G$&t?_FRN^5cJ!NtB4oV${vQTK-w5t^4;&D$HH2NR;@_5j_O;mj{T+8dD9
zH&4$Z8hyxKnw)fhva5-IKR=a~Kg-Us5x-D(mu2t8TgbO8?6POP$8qZ8C92ohc@Wq0
zifZ}g_@gV-x_Qzu^mP886-AC&b7%Zo5Q!(hSc^_eD{{uH;U7xJE*GX#An)1WiIF?i
z6V!j;{Y{dGpZdStT*2OHxQB{@yUuUEeX7B(`!Sn?US~vT>UYBAeWm7}bz64#kNFIz
zoML10FA+N{m*xnndxB^<&J~?-Sn?jp3+gCdwJ1SDj<$x{1IZn?yS`Gt`LCWuZ!Ff?
zs>P}$r^Tofy-*`n@qnNyg%g6iFL$jLVczMln7`mp=udy?VPpoc{7XEDSy?iBc@6Nj
zO-zfTAbqj>cD$)G;@YTb*A06mc{8KtPLQKm{&+T%kebdDV4>{pdZA#6BVfOYd3tqy
zkKs>h@a>R3lh0AN%kea0&ah0oQn%B=)>?KYp?^Gz@PmyV2Jh@-MOikt&-_>h$=u&!
zEiLUNm26zLOc7gX=;d$v{!iOi??G|3Tr;vyvYvQZ?qAC19Ns%Wg(_rv9z}|0jOU=}
z*7c#hByWd*UAz`I(4>w(N+~QNYs`h&_KM|H5vUOrV$kf)od3p9AK6ruAKuFxV%Xbz
zV0rDlxF+y7?yAqN#Cehk>l!8!D?8HrGjCA>%L->}JG51%sB5%^uE5?o@@+0<S2UTO
zphZx<YDx2q<D6%Aui7Y)WCnv^;;QO6xt2lUPh1_#;Qh#$$!;np>tS*Q#ny7`zzCX(
zzJ8*e`L3OwsiBu{Rm$!c9GUE;<j(ah4N;xj72Pii-7{O~Hiomr+WPUOvZW`7Eo=_h
zp>?kWTPG9&%7O60eS&Y1Bj37XBj?5_S_ARti&kDbb2x}u&c&ZO?L^0BNE;4jz8Zg|
z9L^NjDXN}j;gMQXm8$1pk6G9qd84+MqFyyz_-smLe=V*1QG5zN<%{PSGtM^JWtt-n
zcTz_`_N4X`>zDj<_EEgvwXdD4<TvF{%GmZZIOpiBB<x>LM+M)1A|F_%Ko1GLJmDb(
zfS&mhZdM=JeOf<zbkdsOw!BKttaD=`_ow27CQ}LEVKVCx*&Lfi1%~iwU-@s*4Av~;
zh<0L{WYKnWPed=hx7Go?@^2Sw>osC3#z3;s3{TPC%iV*d=#iX(pTA9=qKe_ST}rE_
z6A7{Sdi<2$1|}HR75u*lJR2Hdak%DYpnrWfvWq7k$2$It*(tMBz;n4C+@lkQ{ckn`
zTpi|yzauK-mS3fI^)VhpC!%QcDEK=-b!N1fmYY~_wAg3nWAog?KUI2cUYI!)vhbrq
zN&5PYxroZ^5UqmQcF<Di$V8+mL3^$$!YrDM!t?!YQVU1^gaiRbyKwO}-_G99l$bPG
zFV}Kuh9?KZLvQ)~!om3s|08F3a6?SHOLNuSTSe*p^<bHuldP;<A0jZ4Bd__RLYb`%
zKJ42LvjKtXbFxPnX--l2kKn&uM2777HD}e!IXOR#iVCmuP7aeb^Vqv;nMD|<cCece
zUu@fRS_C_gtmN!%m<LZPdPfec>~5bOI{)O%zxA9o=B%4kTN_%AUR|aUiM}2Eqzv%e
zmUgXd1)SWSY`R65^QtTLY2wq@m3H_aUbU|0x_Z3^58&|)_@?sn$XJNjJEkws3gbG*
zF#1L#YL$&utPUkUcm}5O5W$9Ith>+*={Av;sbShRcNm-fiNWn*sJZh`ci`hSbPD&*
zqkcP;_UQ^Y3(iNtbU><g(>N-(v4b~r5ZR;alL`J2P{Q4DAZIdFh)Eheko&1|<QwyO
z0ty>r{5(^QSd>MwNCy)hdmxFi+&yVX4xXKyg%GnFEq#+)!Ho@9`lUr5S}%R+7ErYw
zF%L1uk1+gdPNgty#8?-En_?bqT2Ol9c5&HMX6vP*fM+bKD>A^cuC9BfVr9A{PQp8{
z*UJ#FKU=*dp1d;J+!1{u<hbx$9RAxAHG3`gQ&Vw&Y#6c29~@&39@B@FhntkYey<@R
zm@&4KJ`;SuO(!_u2zkO|U>#hSZ%97##}pv$*>0WPX&Ye^_UaF$<{aHID7vdrCushN
zVd^1fhh_dVE8^P;)DRvZMJmkbA`ANFq0!9T&9U4ZyfCz17q;a3@1gob$jGeK1^O=k
zE#wjXVeHdPHS;T%vdlX+&7aU8Lj56}BCP4NljQiyE7;EIvgeqX_BL&_UN7xIAoMq$
zeJ4YKM%XZ3j77VieCv`O8riif^}0dkf5s;UfiQj}OhZDYK>L+mt63)VG}Z!=O$uqP
z>()&_5|+tCvGJ(VV{4b!mFl}|`Lfg*S|JCeD#!janaA<!2L)-XB+JkH3`PUCwMSl~
z>=(i*p>I9UuPcwZj7BYj{+-X4mxCgVAJz0UChsw~!h%-G`|c~W=T`rkSHC@D>~Ms*
zfxVb*J_~Qmcl&miZjb8>^XvYLHuB<A52R1_v3jT}9X=!%IABT>v+exJkb|aGskOlM
z51Sr@BNg$$S3$ULp4qKJFB0m>8w#^7x@Ad(l!}d51~3fkGx4U(?c|=~^j$MPMD;MW
zpwU<A^?@vG*F6qCKO$%RG2w$@KPb+#4cdxT8)Q`SXsfEh452tHwL2_5>iOh*S}`;*
zXmTUJ#T$ek32Be}h`j|k3;X6#QT2OxA-JGab0IBdug3x5Ii)c?<W0MiU>5r1xnQOM
z*Kl_MoXGg5rlK1gV{2<)ERIQr<)HM(c<!xd&UX2uib`x3WBCUJt<TX=?vJN`1h+aq
zY&xCp$l4f8E-aVsRe;>I&M%(4SYFdcvrE|Tg_pwuUi+6HWPM_(e)BdVY@+(87{pf9
zBP)F4cE?tdd2T0k(DIeNDm7d?l0@;Z*vn(Umqv{_6agy18fDG}ty}p$c@T;b_1VKG
zE#{^~W{iKuScp_S@`aYpBlp&}A;g#1>SjbGW4`Sl<7X8sRfYS65PMVRtPrKtbg18#
zJeGNBvtiDfCSek~;i(l9^U2k$fc<RZk;Psmh5tf6h7aB<YV_zQV=sn`NJ((}sNM_t
zs0t@G*pq6l@a$HxX>+GEFl|&@U9iiOmL*bI*-jxRJ2@}Jm|YAS6N-pK{}FP<EM1<X
z6Zkr@apOTxbaycntHcazw>GTJ`g*eIJ95la<gS0K>}p-rjaZUq?pdDN8b+M?y_!lj
zIM-j2XcQk>(#=96R%LbxL^{+}m6<d9t?Dv+QxQn12G@C0`|B=eYRoGm(WENh<Vwj?
zZ?~3s-i8Y`DWm6x=C|eKEZ?@bU6Jv9+`5u{>J<ZEHd>P~+qo}5Z{5Py+w#|w@{dkk
z_Y*#ilg8DldqkZcdmWq)gzM=RqU&Mh?_^@z0COw6VPr@2J~nCFNO0|&1QD7X6FOZ7
zz!NBb0fOmAkcqWTII(pnm>|}x@;G{-z1ne3C;1c>hM2hPY|i~cYi2R`o<r(ctF9Zz
z!unY*Wta<FVT5(#gX$i}!H(!#tykFcY@u$kR&jD79`rk7(aI4~k;<6DG^=-ZKJP(Y
zWbx0E!$0Jg;p;ijNR<d~VyHUQklFpUJ99bBC17E|SEKUqX)iZFv%18g@O#}bwY_WW
z+iWOA4R7Ype!q|dX<eUHEdRmwNlJO-C-~IX1TT`|4@AklAJIh@g&xue@|D8&wW{vv
z>rjK<da$1y-W&U^{c2bOR;{%j@yPX>Uqi&WALLp99of{o<^~p@1#x6M_Bd_v$p&Q<
zygCNF4#K&u1q)y9XORaQ7nJ)RJ8V%OaI}ndGH45oM+BF5OQ?zuQ)O=5Vz_^vrC!k(
z4xw)R!ur;Id^kaTb)!4?jt9*audaNsW_gkCoYS?a=piwvt@EC&s!G=i*dFy!(Ed<z
zMO+^_V8RE%AJY@JUJv>Sbv|AAkkwG*=up01sPS_J7iyNZl%5mrBi^-r=0v5pa}{$1
z5lDb$4P%*G`CIM&RykjOgsd}@Jdz0cu>8Wt<|;brwHY_XzE)e#Od`1@)V)m^xgdN{
zIAiCfTpu|}J(Vn&-g0^P7?$uvFEzEC4a^>iGa8BG;&P36O`tcc7)7`}BGp}5;u7=D
zTyP3}zS@>oxW4|n(+_vnhtUAzLi9peMctHaExv47@%Ivr#*hhCjBT5i2wN`SG3nKo
zmTO??J&(4?l<kkdVqJg=OB)YEndzpthkN4}BfDzSdVSxl1v#9Mxsqw(JnPYf9=jRE
zsA~vGdwPanx{*}YAjy6W*+do3asq|39N+6BCsLd2?ZT$uZ`ijHi)XEXLkhKkAgzE>
zjQ<)hFH+&(gshZIOPRgvOD4BI&)zEN`OzNXN|h_#VtS0(`W$|&67ZZcH~cId%qX_}
zyGWTy<284}MC?5xtS&9LmsK8qxk^0t=X62LA1u<W&caX}Wq1+w-})-T3Db**-kF2D
z7mG3Q0n=Y@_1VREuwASRr3d9==7$q>S)J}t_wwb!jL%EPwMoX2%HAJ|BVkrlmII3|
zmHx~C3KaFX>)FpYzQ!j86tSd7W*NYIds~*~StBjGDZ_!Fzh@31F47>gjK9<!2q8rS
zht9;)&e&vZ?em0v{2pYd!|f9x`>wDzbJBODRW4KWTwZGyOG4iD!r~iAsc~`mr$W`s
zNXgSk?;|gzVJhT@_t6k1VH7j$F?cxq6U0Ial!%Jgn-oY_lvqo#A)AH9K+`QlIG2vM
zI{y;N=_TZ(oz0I=G;?M2fi=n{bs2rM@P#|bhJOXUpQoB=S%Gnvh;SKwFxqh-;mv7O
zVj~I^TJVtn^<IG!%{YylzRT|cuo+eVg(a!l*X3{q5kuK2UwGU!Zjy+_N+<Gf@)6JI
zez6=eegvx653#|zReo=aV728x$sc$by|{682EEBs=(Y^TYn`x;l)OKM+#-$MvP<3d
z70Bo()QW6O=wKE9l;<I%VE*9XbQ)sKOJ(!-qC=ITP3km^j?p7OQF!_=6ffKP+kajy
zaS$QJi1Cqb#51w+E(@D9cyu4tVrr*;<)v&<r|PTyY8IjHPS?0TDVt8Hz?(u=qxj2~
zlJsjwjjm2@tb6~wz1PTRqJ%%kXd9Se8#ab1x8~Q?3w})u_F`$yufoUyH%G|?+*qA1
z7a82hEU}g!+P&6VGgB?B*_v(pp1u%S5A&~Iemzfk{Lv-iI@%(eGS+rZg<b9i9a+NE
z5p8tndk;+GHMkZCk^RWRYZX00qurCEDw<$7T1P}Sm1K67WR}^_GS0TA%(7?19Io@z
z8X0HoL!FDUL}_$AOWzL@H%RcDp7kI&hHihUnnk?z0~2D%ncQo_qpp6oun=Ib;lZKw
zn_3WYtZo`7Gp(0o&aEyHSJ7owtox_BtIJ|aD)}FnU5fN7m&O8TGicEFV;sf_x22IQ
zI8+=l<3nRZ5-gn^wqrv3L$ifE#d>vf$-*tBy)p%~?D3Na4oy46-1MbZ+b4?uW<UMz
ztZC7kP~r@~h9_u<unb#xEzI}(LnJjFn7m>YKM<X5yhru$It75({njd{zn)J~(c`mj
z=Vtime3y0|K$@O!z~vJ5rAk<w`zwfjKFl`6I@vvX*p4~s`5!_i*F(>=ZYGZlng_>f
zDc5Q_mkgt>+i{Y=AR{poicr?fSa7ak25+s2MNofY_qF#!@MaA#6`414cgt{JFoNpE
zMC;(%L~T>tNin)M@nKq5*gwc**hg{1qJNCe5@FokxJHwl=SyMw!Kj8Lo=*Rrna_)K
zCxPOnP2KS}XJ~;r`I_7O#Qls!?vnd_I4~gmm!eI3S!OxPg;JwHmGMZl>ypx|`oQIf
zhFJ%rllLbBb`DP)d1?=8{Tq)&DeezKf(M~##Zlp10pMxo)7>xUjybjNZwO6#A#ah)
z<%Z$~g)P1oJ*x!vDU<A3)zH@P?iW2g3Za<tgE4Ox|4-Ks`O7tOh_|c@<>een+U)JE
z9n|amG{Ci}f_#7J6!C`U#%j;IP|mPKviZr<6=4p3zUkwSD|qD20xNXS8tO7CN*o!Y
zHM!r^U%fju2F;57DXtw5j`uozMSx%|`RZ$b0knSC>089|N)8rUxbg{lUdrr}ZG|?!
zi&;*{lAE*dU**!el1%rYB&r7kQ8Y2K>TIlw^a6z~=AZ7Rau3Re)a|KvYrR<m3l3*;
z{<>;LIx0Y9%!zvGPS#)IOv=n7{YNC9*0Q@=Tx^n>NKS^akh8sNa_UWZHh!LOaDUtL
zGcZ(Xx5T5XD^9{5Qty;XzEaa0Sx8YAV^N^$i>)UfrSeUUy?rSm>;6NgDZ?=LbN2DI
zmf7Zep;o#Aw`fM1+G_$|!bfw5uEN8p^sp6<EW>Z!&Z%Y^1*RV1B{1lyjhu-?Y27ZA
zr}Akyeb<zy>fA2KrlOK(rlZ5n&aI}%JDyFVLVE@R#8}30QOPT}cNUCY=xOewy?14M
z)&%v2O%@Yxx$B2YpKtm}uv5<~ne5q=U1PHO>A$L1vvA{x&DwkeEehGMm%ny=&7^Ge
z)VFMLARNpN8hLueTX9EZy>nBJB-0W@TK^jE;iTr@5BH!Bm6~fSxQZHyoF`<)qH5p2
z=qbaJ)yMjEEx6hyxOytc*Gac?qhL%`hO$Z)_gFE=S%?umcayl%bM&DoJRVcgJ}&%O
zn4NvU#c{lW^f5`sTaMP2XZX>{a_sX%HNBN#G`ac9M=!!I5?f0DBJB>N3->@iVgDaL
zF2PvDdBa|n_EGvWGH+iDNx02$#ZJsP`Cf$dBINk|7sF~FPEp0R%M{wYTT{OAr}3Rw
zA+SDHi}gs-)O|ih@A$4@1(l#{uroBQE)d$t=Rd~Ro6d~dtH7@82<Ur=IL2<MYR{v;
zudekwF8q`zJ5-yMu3h)lD2H|UcdT4=osb#(9t2@<hvHS3FT1&<)@=K0%uhe$Yb$rc
zYe8T1y$hgcSKw_~XKYMej}F$G8lN`l@0<qCMy)*x9K)`jBYdQ?<HiExCzb;_-fJ(D
zy;t+S#GbMJ@bvq1lFLCofMiN!j0zFY?gVkNK&_B-kx=(2RQ}PHM!dCB2HU~cciUqw
zXWf7|s>NQHvQvrX@04Gpw~WRlp3tkuXdv-IWj@XAw<2;b$m7EhFWrt-Y)*R_oaC)y
zQIvxFVDaJ&w^K%g$^KZq^y)v`2c=wcVSDHPp@FIH<lbQVJ_k+wf~9I+9_yJIR{dt8
zW2DIuj_#<r1f|=2`mUmKE9LR^3|YJSzDAKbOFQBT*k4C3zD}&6Wkoj%PKX`#=cU4w
z9%im9QuRNC=Us5SUUq(%;=zsKhOYJU*I^{-Sb0HczFe(;;PbPnYG_(qSRz<nU*GYW
zihjVZCtkMRYCjktT$|5;4>FZadO1*+q7~_QPug{`qjKYH8$YXK<<vC0gYeJ!eGTV(
z3;B>VGU+9iNlJAp#ji?x^;UJy`xw^S|7;bTV=O4NUbywFo$FvUToMVVVpYwjNi;T=
z)8=wEbhuq-=>19U8;I{G)1L_{f-!eX#QpH2kaTrL%Z2D@U5|X1!iAt``PfOkeGd6a
z;>=wNoHP+9X!HCLxkA>cRYXkF65iLR2Z-m70N3w(&1@TBH9Rs;ry@*$ma2IX$Uq&d
zrxWG4m3x4r>!miyHd*-{gRb9A9#<<cRRtkxCBtW4T(sYNUepg`9%|HabX7NbEonq-
z*zrqz{CqTo>B)g;rZvRzc<IBvtLP-)5QKHRm}TK(gz-J*$zbSgkV24ZAq-l$`MuPf
z>=;!Ud<oqOZ(laKw%l(i6AEVbG24C+eRS*yLHhTM6s3ko^z47hb3bHJENMS$M_3eH
z-B0XxC_psA*%|+nuI-Ii^gU0H5XC3Kyzsoe)GK1zVs?P8TNe2-r$j`o-qEv0KaKm*
zb9`r;H<7B5dyZEqv5MYv;NrF*n(82pzcn;a3p=<=eKOqOqF7oa=%cR;(&2ILbo`fW
z+j$1<SjdO_wE^%YUp)sFrpYpK%rpk4$l%3k-2S6S+tw7Hjn2YuJ`@Ol*VBxjD%@Y0
z=~mDxagg1KusTYz`uJB?WnC}g6)^fa%h_gaku*cpd5Pfb6-tdR#*52D!qv?{T)Up`
z!{;`QPQ&!74)T9KUus$%A%#|6+}CSQx|tIecbOzP+s%)spo?c5R67ju2gvb_kfBu(
zEoGamOpR34wg+r~zvqyyf#!}otLLIFph_n)3c7ZA>D{4DLEE;*oT8IRU~H75A}3}p
z=hpT+ZBjfoe)UXql*BY(E&=L3%K3}+{`e(b&v{^F;#X9I>FM;ERrKh{&9QdH>@zp_
zc65`xKAF*eR|~-%MwdUm=xFlAzrWLoCKLgk!eL!3@Vga;tjm1m4;*1Am)ifgR!Uy#
zkJSGUvAFN7ACJJhhW|gUl>CB%JpU)_m+9rJ`Kj@t?Cg}i!y`eN@sMs!uDH%^Cfg4P
zYzaL9hQ{%@21<ZnLINX#s+ps<;qX4WuF6n^Ig>Y)xROF-R8`dm*VNuO%cgqNWb#Xz
zgXI1xul=PUwD#}fzkY7#4`^?keAUht(rP-&`qS!`*_<C>0#u8S31wVb8*P08KgdNP
z;k#EEnD+a+k^pPRqn<wKhd+jfgob`HsCONw87r=!hEU(Io#+R8U2#`eBjcwPKX&ir
zSh8xHi`|OmR@XNP>*nxbUdfHNY9pVktp8}gO{la)pYF6E`dCpFU|OB!jS}&c7Oeif
z7cOXQ)cPmkcmHI3BHE1H5WGcr@W<adJb0zLy^_oQBeUW&Xli{UmR?@`tGO%UDmr%*
z5o+M04r7BiG=+A*W0U*zz5>J%-F_Y$*643$oTjHE=aiy~;P21reZ^I31CbtRgppIv
zy$>7={nv?kg-O2<7VIA#zB8i8(zQpi!RWz$N0IKez9cD3(|s7Drtl4~T1;rCs=W_B
zf!l&dmatW*SfXWsmh&dIK60s#rQ-67!~RF~BZNf{Lj2F>@D!3F90ObhM2Wl|MpVDI
z@<p00#DMuA;gNg>sW+nZ#pDcM6-4u>sgC#^BlL$+aWJNxHcS;<3&{>(h#7$BDvGK<
z_Cr{`#2(R}b+!rgtWDfTV5b`q{XCosaJqC6f5IgXr1C{g4?M@&04kd<HKjcxUGhTd
zpsbKo8^K_Kpb-v0fGoMJ@6QK}OMXZ(*t|3J;{n8&^ZwoYGxil=ihY8b!%#g!4Fj=p
zsHoRv$t4r}(w@<wqL4PQ2f&FI3%Cw?XW6)+n2=-eLN#6$jgjPkls~6u8vQraOE{<(
z#04Azw#J#H&XFOPI2q*o1rmuE@dI~&838^3f5<j?4Lta+`w8QSL8>`E5Q!XoI=SfI
zl{`~}(1L&9NP&O&It!XyQA1(NJ;b465GtH|nzz7a<g$O1H54_N&iv31kn`$8VH^*W
z+ZCLyPpje01kUL5ZT|uO_`zg2{M3y!m4ii1Cb!3c1sWurE*Xabv`oN%gMZDqm#n`8
zsb0P#n$eoUn~9oHK)*vQ!3|(u@ElkRoD7DAph3P%i$m3=sqz<yzQANRBh+Bj;MX8H
zbDDAHBRk`m;g|u<VDrg1siwmYr2j+uxl->@ThUqpm;E?DO>twJF_<Cs#@I;J(-hI_
z1OC2aex?5>=Vu3)1G7LZr0LCYK@$Ig((wL6r9lv+BRE<S26UpCK=?Fh|AqK{ph1pj
z4=(PsVXTLOe&fZ54M__CNWiYrq%;Ka!PU=-zo&G$diS_%!g6-Fm0;-dXCkYqaRHZL
zflv~hD6ph7ts<By6z3ce;Q^Mg6zC0{qIE@K2ZgB8YNF87V613T@026~3sF#mWxt_B
zQq$PLaE23qdWjYY5r}y}y`+UAUpC(OI7{CMYvzD_qaOZuC4q4usP9;07wu14F<Ia6
z`{zuK5v$9;Dma6_YSrHljB$QF<VOPUIiV#Sc3eARSD&<C#iV@$JvWH7Fh^)ROGvv-
zA;y4n)4%V0WY56*z`%c3Rm>~NaYv9R#U&|J3&ILctyx!Cyomyfo9-J+h{WFeOb}_I
ziVA}Xa{9?cLpuCP$%F$JV?EI>>CC9iIH0Hw-q?JngGE$>MIN-2QYXD+r_v9AKF=>4
zX2?)AhbJ6J9~cOc0wep$EZ!c%i*3_&zk;8A2N;H4r>(Qlnis4ckY0MMv#^>6t?^;H
zWD`$qYB810WD?t|PdseA828R3M&AprAMG8Lyd^1?%zQ7gOdNioe~4i#4!e`YXa)G#
zZ-B6*36Z@@${>pP=972s$wKFld$*PG4tY0&u?6xbsj&t8rk(MQL${W$JH7rJno=de
zJ@8P@uwj?=YxZu5_n%#oxME4Hz!RPKg?@=}$#!aC2}(pSgdNj3VB8N0N(3*M9shUO
z?+xWU#}Jjo8SJCzko!CR=fUd3<`KAxb@e4~MZyuW1#!nJE>prE{yXgurm1L31@%IR
z18fVHg*x#)w@1bpHQ^aX^$*<xBx3}Jbk`1!EcR{!@U9qqX2UC30mlz)1fd68f`5bQ
z!BPJy&R;pae6atUngshwQ_?ITW8M8Fm*%4(H<dWR5eg;DyOdOY(Tq_ACV@YO!U6AX
zbxSOJ9X3;`X{i|{I$<7#hn!LNW#3smUzjVgA)L5A>VTl?cI2xMLmJd7!6)yo-xb1;
zAs})i=;2W2=0^Wl5c^NwgRK9VmhbcB$@G6FjPsC;G#yQ_DfZ-bmP+;NGyY`HD1|Im
z@P$ZEr$M+)e~HRqP6KrjFat*eM+wXfmXU_fr&Rk<@@ba(4~`a?PMXGj{r@*rwm&L?
znYNUP&zOcLsjVfHLtYSEHf7_eBs!5Fv3Br>ngDZ75}ino7&}hyMj<);BkK?&HI<aB
zF`^gZj%8e`gb~6c-Vi$VWQYjzcfgJwKzwK$aJfbu8*~D<g!-K^N{l~J%;-lmdCj7A
zU;*G%(je4PFH{$-8~6@`%DMuDaIOI^I22&PcNSC+>>i5DiN^`QB~uT4hX-4Q(BmV%
zQF8$f!93C|G>E2yi*&RO|08ljBk6iY0fjI_#6$a=iyji|NP-AgghQFs0Z9LaCN6YO
z`$$yoou-s|7VpX*)xZ34EO?I0i#fw|J6=8hG2fzfEWf~8xvh0P7C1VOSs`4j?C!Ou
ze{U&ezn0JtZ!fr;(W-SeCsnrke&)5K*0Fny@0-KsEDV+46koN8Nq_e^{0|9Wmxswh
zcMt43l>l`pHh${719`J)U{vV$pBSnX8jM&a^}MV{Pivz;p4JlHUi>R>G{r@iRa#E`
zg(|x0e!-VzzYg2-j<x2Bvoy+V{95C<xlWzGZG8^+UK{V|=pgfMx;;Bjc05>H9z6}j
zXS@lwwfj)|W$(>~g#Ni1W;%p?6Hd%%sV$W(WJ9bIIuHtD2#3{7{Qg;c#kW}>(A?AP
z!`=7hA)Yzz`+B6-{S}>D+R720-OAa{+RYK=8C^TOX|@i2#jws?5uM$0bZcxb#%^fN
z%+^@bklfgDa8)6(bLAH}UcHraJF|7GpV!;2+(T!-Kmej%oGL7)edChMKZ-t&+JAz^
z4*ZJVe}*a#IFpTO614%{?b)hA(0`;7D~!#jedQE3D-`1FDSPha4|nkkk3ssdLQTB>
zk(~E4*t9L^@7KAne@~|_$6LKxt6X8TEq?qwn>t(QtlZ6PxUTQeH!8ODGUBkw7UUI*
z`9wS0%Hx}^ppj=gfANJ^b4tL)9zp55ol;n<o~X*WlZJ+5c7oA$GFR>n0zJMj0U^pZ
zoawvhC(oSc4O11kc#<!pfccNE1m&ex_7JmheEJ|2xrpDJ;IEa>p;c8!vSC=tdp?2{
zhx25{DM``I)1B#vlH;`uU*lNs%iNd7xQ7uLC*QKcL8lE$<E8b3wV|0{>LPeHrS8Ht
zPLId#t6f&|QHpP{>22gZtVo-z!My}C@ZU_C;TV1fT$vK8qRi({Uj=!=PazS9WHgAu
zpr)8I{40$3r^kD|5^y5*&)nn9IKUhZFMZrD>q^q2dKl)~)$69c1v<HU)rLyac9=!g
z`R?V#ZNvkwh`oYEl#FPc;+;xy{av~;P8b8|0~j~rxT_s^XFqS-JPF>ui6@%t$fx39
z1_Ta)BjUObyDw{y;Rj89rg92eP`@+Cjp!*+i+uc^=Xg@Y`ESvli(op+?RIr^YFSPQ
zS72OALdh>TZns5=jeY&F@a3$A!hB_dOoHl=5#EAVPij74bV#T+$Kl=YvmaupO@ATv
zt%03cNH`uM{4TmA??}y`uo0IzG`>UlowX(AC1q9ljM^iZ>YT<S@oNuPN*CE%n--fT
z{e9f?P{@wyCe=IZ7rW#CARCK3EVcRiW4It!3UiMNcHI5SXKEeUeeB5e3S|lQpV#om
z%lK>yA_&HHUe+&i>bBu+h{~M=&wYa5j@%VK<Pt{ujzn#cC+|hPN&4A(Sn`V8E2mxJ
zP1-0l{gTTotX<xSwkk28c&Fu3TNm9aPCSv{w333xDbZu7ZHHqA<uT4z`e%ZQ$$a+1
zr$-+XXJQ926n#Go?OzGoCW3J6rouMYV)d7tj|L7~fO@|q@&dFgirpa++(7)O^$N34
zN22Yad=F&EsnPT#8>KMyBu%K1b&VH-?;8pv^;7uoa}=3vwQ35au5gj@_7{bXcEV_a
zCm*WCkH#MZ^7%Jlu+7JGg;ipFUM#0o#5nUOqX(f5_-WYb|JLb&=j{PMvBl{F@I?FC
zpK}h{?k6uPudg^SsH5QQw|zJK;oLZd%0FBSUfY&nu?k~6ZdVIu!KiTi17)D-S4*Bx
zbtaD}j|sk?I`OI)hZm}U`6?(&zWGdLg|6y+6E*h9+e5yBe~f>TR+d5tU?|w%nNX@r
zP~$@442MVBWl|ZKD4MX-L;WwwFQ+KiR8wwFQ>sA|d63`{k^avmZXbvI#JtcKLWV{>
zWm+4$lT-#$CG%2}yK&D933i@%hUq#>&TV>arkZIBJM8%=T>F9Og@$g<5qyWRrJ}zM
zt!R~4M};3g?@#&aOGMeA+SF42LVrY6O<}K1P^7&cR{yU5BzTW@!;0&kymfuo833g9
z0}~J5b;kyc)cDBUU$)tj`60HK(8Gcc=ryTVe!C3g+8S^AWZ*yO>yy3bj8F(jy1*5K
z6E-F|f<=$bhw;C+sB$|w4rVRYEsLHt&L6V>%_!zmvUMn_Dyt~1%rFp?D`EPjt1XmQ
z*j!TGy*u{ams`WQlE5|{kJO=DpdQY=!&Mr(&oo@#IOnS0!JKU*7g<sHA!_%lVeWyD
z?DSzn@Si<jvZ~~{<KX;jHpFTJ*P!2lDZS0~b6-Y3>uDD?EL+`n>RZ-59hMVf7dB}w
zEmy4LaIVo6(KDOLz^6l`OH3<%o|V>m+ZH!0f2pgru5PVkVNJv;OG^BjNW@adHC(NZ
zC`VA(Zrj*tnxU=SkC3V@YMMrihS^q;+N9&bexYoCsi~8Whqv;HBAu;qH(BX!q`$E|
zs$<Ifdxe|8b@!&5zi9f#p(;l;`$5L`<&~kTZCn*4`RWd@K>J}Mi__Dx`SfOY*t+5u
zt%e2Dke|HDR9&#Q@~7UJZWqFE*-bH7fkwXy4$<r^++RIH32K2q+lCd|K(=sxA(Xuj
zxOjTTmAB{?VixUWUqsTH5+1Fna14IBb1V$YV};5`J8IW*YH}HM{6)&CXw>pR>SFcD
z?;zX%QpW|Xg)W>WFXpWt?P>_^d)$9?XD6@M>OtvAEgat__(KhJMa<R{%{qm9u2d$5
znC*oV#x7VMU&}1BOt0hy%ACwaeGxSynAP^7W%QA=_NY!-(86>xjnu@h?XJeEZFFGI
z5vAk!<|?pZx1KJ0B`19RgWrw|f&RDmRGmru!i=pE%(YAWoVoH1+UaJed#1Iia8!cQ
zxso_qQwTPKYB{2LTepw}M&I4YDO%YN?(0)F{oLyL?tX1OBt-8jj5@abWJ_&q-o!YP
zReGBq_5B8Tl6A2bEEf2@qa7g^8b!y;>wv=q5@eXQ3zmUrx*+AxlXs}+*D7t{^W{>9
z^G9J?`>q%5GC*4QkBiIVXN-fsIIc*pl0Ch8g9CBN!;;Hr{b(G>+xS{+k<;27=~lOk
zgv-lcKmG`{r6eTZv*+xLso=ZIV383PP*|QAHTB|5@scw$&tyyrN;QaW8UPL?hiQ#1
zL_S_RtReQ_=9wMm_RcQ~4LLfZ^L;L_4yG2UO?rA?jPAQOt(otZu`N5S)w`X~==l&}
zvi;IyDoK1&c6O2uGioxW-DNU0f5aT38+q)X?Zw{aCSY3_^EFv7z4~4gYvo`s#Wcv#
zF?)9j-rDwfk1sYhMCWE=<ZjD?>H4Gwmj<l=(>6UJT~{x>fro+%ZF;?3mfE5~mj#Ew
ztaC*rqC|>zN^RzJU$q!}$vHPMR~g`TdJ#lGxCRdl^lM&j4Gi1Ay36UAaBpn>j30{I
zIjit>7c#muvh@QoeYvcjz5M2nL$acA&kaFIDrd*4_Tg_e{H*OCqPEq4k)H7t1+h8*
zx~EZi^F0f;%~7G$d*K@M#?~|TCZxf0jc#MQbh}8{Il;8)Gi2vh-a4L~nY~gw>K-{*
z&U-ZV>7($XFx;+xv;nd$!s*U}-4<O#<<|gYD7m@;wC~lv(s7FAt}$sgPg|ySPVd%;
z3UGJO$mn(4v7^Fh+O3ViEHe7-hbKjR6I1W4Y97wEios{VN7F*;z5X>M|4f-xS_0Ji
z#q`g%(H{$E_;Ju8E<H2)C$)@_uu#mXrZOIRr!+j$P!5H%tSM^W-P28cK2OdjW*eCM
zc^|E*f+QCMl5&{!pnUInq6f#|3GTnedfe>(Tx*S_jWYALm)hT%?(9x(4XYo`{RnIv
z`twGnQhFye%VR=HlI!Bjdd}NB#;KY&8pBUv@>H~oVnoRoA#{79A8X{EH^b1*9b~nO
zpr8sFO>8U{o`217PYQV?jP)QoeGpx;Mbr*jZP>q*S$Wc7?}#j(DXJmdxLdQ%h*{_J
z_}hyG!`s#C3&+*Z^WTn#apOK5(35*^p#^+EK5w<{e)s?MQBtvPzCWOUL{y8kJUNFJ
zUhs#KPG`imZIwUb-V=*UB`}f1iG0XrS_6(IAnr6V-Jr#q3G4Q3Y{#(g$99wPVY4U4
zF>oc<pVE?g6Sa4$<Z_(<`J-+z{41DEw*1Dj8Sl3TDh{r)IiJoVn#IB;d-xODqniO)
zDe>z?$o|%qooB?c*3py6PBzZ#!F4$9!cboP3Ax>89x!g{?#}o0v6P)1G<6NM>#Ogh
zEx|ANUlLOA+#bU|?fM!y!VQMd+l>gO6u-p(%6vSUws2H3v$g-3By_@{5DMz~g3EI!
zQdU_rter;4n#^R;t_f6OFRyRW;ic;+idK$^Qi;)q+ujZ=nEc#O+!b#(IhLfEy)@`&
z1Z7r9shBPiuuX$j)+3mIS6+q4#3<9wWhm7+e-D!^8!I^`?GT-JRA*7TTNDts9~IL_
zqg=ujVBhNTaHh*Hx9+lS73~|Y?O0WUNI+YP!#<i-%a*yiMy{z)2wQSBj8i@M5@{?-
z)F^yxELo##&8KmPz$%kDt1jf>ync3c|LJw#rO6>&oXzF5gaQ0Ta)o}4>w-r&<IAYQ
z&8YD3$5^z*xs(CO&r8oCnVl%(l2yT~-C+4M#$tiz_kBhAH==<{9S$E8uO;0k^{S-d
zO`4X8-Gt1M{jX`pyTht6bBs!^$b)ML+aKt(c9hBQKXm+!t6W7-OpT*CQ#SSv>zVA?
zFcrMb10KK5c4`0=@uVUn{4+Yge0Jb$`JGQRu%-$!q;2`}z7*f9Am2^W_fMO46W?cw
zqO?8nUzkh2B5FGh#tv%xFh0SjYYlY`bx^0BI-TOs_)v_Ff;REr@1fC$z$Q!jnZ0)T
z>sdGM?1<jg+K2Y?da$L??jkK73+;8SwvooFHhF5{3^P4$vZNB8OVLjM&ri`l*NtPE
zs8uXkEq`oh5*n{izUs?$aL1W#6QSgMD|I-LaZx6K{Wp*F^M8@{&QX#*TeoQ0c9-og
z+qP|I*>)GYTwS*9F59+k+jdpo>T`bI_`dtbd2ihD?q6%?UJ)xIcjlfMJLinG?r2`z
zB=M2Wsb7~cO-G-c>fB=IRhW9FRAD_q?eezLN=B+Ci}{b{ydUkz3@za^<Fc<Z5_XDb
z0$$8f4wlGlBzJ!nSV(3{w$qKo^_P-KO2)bW*e=OY?URX&UYsj>o|}Zgz$AiWLXCz#
zC5H}kt?^Td<XB$+xzrjJ<$*^_Oea26NP?Fv6p4`3Y|vN>1>O3`+N@urPL_<UFo&?Y
zWxua6R=xZ1&-0=Zogq$`;v~!9a7p`mFR?G6fP{o*L!llZc2SnPg1U6B#X1+mMb(z)
zC6%QIP#8&YV0H46#@w1seGxwD{}#m9fDV2k7okR<eAduVnE3cw=%Sp=PL64+Vj?m~
zHeg|_ER(eFt}P_e`j*BS(ieY+5)mZyoNpCXfry)oWI-@Oh&nRSQ$mdj`{bB;eS5K8
z8F0~CLQ5-=AW<hQO}ZwJ11>8S*doSXD6%do^<LjYA(3vdW-wFg_xv;6peGau5_aJ7
zM;)|%ZgWU?XU1q!Q1b(J3To;YTr)+)8Z?KzZ79f9PnOW_kzHmcYeOTKCVG6Vfn>B|
z*<Rhn<GH(wlB%k%*3<TQeGPMP<cJ63iboJMxGp%Ss%Gqce_3&5DRY60#1)EqxKeT4
zYJz8?OwlaO5OG}X_tirySA+x|9$xWul@zu|Jyn~_deQA32o20OLtPFDzJr-SZW3Y?
z=8tugY!dz5qgQYMarU>^kyPgF#A<NE*=cg(8R=%KInqoN+qQn19nv@sOb++rC^kkI
zwQ2`EX^YU$Eb|Ag$!@E@yoGuyT5PypUzA-D{b(-S5Ch~$uqEN4LMLuq5-09uxrZJo
zT9`(t-cND6?+`Mk(vdQLNZ@^Fr2~*wl-8v|yMd~cS90?BAImzcjHQl(K8<uTzyBsq
zV>Vn2A64a6Pfn`xzTWM$iKvyosXGEJwHk4Fex<gYWu&6&MI%C#j|{67IjNr^7hYMV
zSp2>E!$tO>`>|y)Vu@7V+C@+$2~2M8`)nyg80v^g<ft#oz(vSV9`a!$$|v%D?a)sw
zpAKgjujLL@ZV)|VGY}5%k30#T5zNWXP>IHR*zMFL9MPp<Q;ksM1Dng)u*=3;(n2|^
z#NHr%SY;T~csa?sVj0THY$Yuaio%EKsfOy$$e$hL-E~^i7Lh82dDLVJNM&(I{7Ww>
zIrB>f;-xegTvV6dc!!xp7yRej^xUkQ$#u->nR_{i@97MIP9qTKefDBtYd|QW;ps;t
z(AV`mEy|+l{l(;KSv#dGq$NKqf+JJ*UsI@->%y;58eapCz#C7Wy1PQ&VbP}uz}AQX
zw@#A?Ju4=(U?F|GM_VdG2c&CGyYt8+WK=76utHhtgGJgE-^c-d7r*P4Sjm1xr$)(H
zQifKg^0XTB5GRKyValefxy~41j;C`iBa&@LK*dRU3g3~(;rOA7faoNWlDlh!-^^(c
z$t)S5x(RS_4P@4V)+#HTvwdLFgwjxO3<c1T)z^FrESDsv(mw05PIME!>2HYEZ(MC_
zcekETS<_NnS2K?qwV<K5pouITdV8|5Ez!BsU-`3N6fAl6p|0{M=T^l2v<Ol+Tl{F$
z-qOJ^$m1x<ut~+00tiU!KTW_Wlpe8iCtHgoJe1<MK~D(CClWQQU&I+00D&aLut@ni
z?_v)|^85WqS~j!5W67I%F8Y(xw<b(i;6h?1a-#K=Sa4tj+s)kW)zOHEJr?Li^F)>2
zn_nZ78ihJU?4-$nD0~?31Oh}GyUPMJJbFasvR~gA9$&j1E^)BDcwgX#Izwc3Gos0k
z$dAe<d@H3Sh%Lk7xuVf~KvaB9DN&aD>1#0@ykm2RkqT+@0oAx*%-jsgc<CldMeHIc
zE6^b#iXEh<>C?tY?R$P?icGu53<(L%I(J;SudxWvwO=W_b?F*cpcemZrf0ge77%ij
zUvCUj!5#u~kEpZwQB2m^$#|EV4ks(eqLif3P8kw~?J>#G3&d6_*cw=5>yIWk=96Y<
zO~fckdFa(?dX=QG>*5`Mzb4!sCLP|Qr7-{o=2bGOR#Otc*)fkAqZl>RSkyoxSm`Jg
zF_a5wFp&x4+0LItV#IS&DcMG{SsL5KCc#<h7!^$;FfxJ5*)K^4kAOLn3?4fK3M!|`
zS!?<(N6VyDOiPlE$$#gzak)v05dwwDE~OiixAF<Vog%rm_eTHOdMoCHc!+&n(;Q*~
zzI4+y3*n9`cZI?e6q?R&EoGkpYa_cm2o??Qet;}bOgp7p1=G|LzKcy?Dy@ZrJdy>5
zS-$IV<QXixG#qM{Ss1&B6{u4bC%I(WO1#Y&JKOHb<ujv-mTjuk2~><!iY7-yPbq70
zBU)J#_3G)7qGKxqq5s=|ZiwdnuG)<rp%S2asu%Tf*A|pcaZFr$s;oMj@@nFcEEVkI
zm7HVK3!jd+u&jj9M19j;@j<VVk9bXr!L^XZ8ym*0YB<vz@I&-lyse~6bnu1yYle$#
z*zWWWDTZx`Y+JbmS>*-C!!zB4>u#1l{q7*TaX7Za+M$+^6^>Yki8T%;MTh^g#H=rh
zw0xia!#%|_QNWSfIg6HxdOQrK%dbw*s<-PT`ama_W-4lwsqIp^EK%BLp{dkW)A0<t
zh*7BsY38%%UJLM=!`?#>IlN3;Sy!<;rKvh&-H_-=7yc^t6Lgdosm;5^HgUQO?%T`U
zforj;u?EHIY`SB4j(dt&(mp%(bw~YX#a7JL!oa%z)XYH*GS|?LSHj28jvWh+N7ER6
z6)e4&sluXdTqe;Vr=1$`iJ<n$42<L~bTX?<&c5#l#<k~3^&03~bqNt2_rq;=4+7$(
zFvqiktrx?FtrwcI2^d`YF`b-?Fq1i?xIcYNu1QJamx~t}TdYoYUp^x0sJ)VF{~+J}
z0SYrK>iAEbJlp@^<OOYQ?VOzmwF%i+*uPFIeOZow?B5FaU$0sJ))W0}|M9c_<7fTH
z&-Ra>?Qb>9uXb#I>nZ-Ve=GX^wSTiI{k4Ck0DtY@;gtw=3F(FHY@GqNU!#AO^!wL2
zdRc&pg`tq0``3K_MrHd_1h8{5{cWpY==jx?kdfi52;<-G^hy9HI~PY|fYVpRe|oEU
z*aQByGz0vV4ghRT{t6HN9sB=4f<Va5!T7&v4l){aZQ|G1;y$zV8CBK2id$~&!_?!n
zT?pPA!<-y;b>-RA4`d6?C7Ju`zLJ-W>K!fVv$q0+pi#;0w$PKHkou8NAN#(7r@Zez
z5_dhnmU|yQtvsmz_$)_z%p0e+dKh?^5Y19W=NY5#4^m7WIS`GFpiO?<_4K;2b?_-I
z7ya<9>uiq``#!IKtxlJ9)%f(#dE)v#@yhntZQ-3+-L#{N7W1sJn904y?$vaO?c#gl
z{L|C(V5Q#X@3yZEYx<ww9~a<{xQZn7)`@0nSj30fEhAgK1i-3g-aDQS-+yx-|IVL1
zD9Wv**`d~fX*u@GqcOxFxY_t9q`VGmK22LlqXx%jZvD}?R#6g`j>norpXR!tgPaH&
zCaS8p%rs?E88!&msES32kM?}%=n34&?doc$&bc;i+PYm6al2O&L3PGHygqnP@A5sM
zss<4o((BeS4Wgn;TC3Xp$k4CYUTI>e3!<juYhiD~RI+qOKeM6R^nGY5fhVH%hF~!g
zDYD_T73slz72AH`nVW`b5Ij#9Iwvg{4$t!&bT*~-aOenNd|`jhX&P&F$&T|5V3-b3
zh@S6YOs%*#d7@9d1l8qTJGXyM_I_(UX*F&wU`ef6*qbI(&H5G}=i*~wxO4vyT+(dY
z$aCXwg;!31e0Zdzo*E>NH&ggKCG!rtw*oxCpcRe96qfk>4R7XVka@emz#~ghLBE_n
zg9V&~C(m%V4K$xeDq9phPb`{iqW=sv@*3+y3jP<G<$P7mN?4d$b#v|?`ix^HR6-)!
zc1`nG+DL{e)N(?ZdJ&^e4UQ68b}INOL6I^Y`pvAAYw?q{G8qDw-xVmzx*?oDA}h&c
z3^eiF=%f`yD(@m_a$#fAVdzR2pQ3me355J6IpdzYe(*`bN~s;oP@O6pW*f%<Wnu?0
z?3}N9qt(j9mgY%~jP9RNjT*=%2|<j?(QgkCPD<Z~HqM%2H#b+4>0$T^`EQvFpi0r7
zqTZz*T|PM+GOMR9F&&N_-YE{>-hGP&|LObU%?IJ&%SW;*P!mqIY68ANEuYTDvako?
zk4$P{nM!xy=z9t;pre{Ll<KKW6k1g>cN%f{>2SQ;B7f`|Ir0PT)csa@H)rx?C1j`4
z)O5>)6KLDyF^HG(!%w7a7i#E(aoI*{x>_OL^E>%b*SG*OugNDt5Cg<MNw2$QG*%9n
zs3uPgFn%D<6cD4!tZ6)GGLs+BI~(kZjG`%L#o(4<bRoH?5NXQsfvAxKHVHHEoGb<f
zP*c&_($^N>!U;@+p72?^%Bw|pMcQtGN({f_u>r?lYE!4%w5Fc07q0K{jpQ4TZtw3)
zfpvx#yUblpr7wv#6Qb!4fF5#NpSG;(UA!Lb=eb(>o(4L26h+!k@Pazy91*6|3DXPO
zyk0lk>bvVN3h%(*e4vTgOi1iX_w5nYu0IYIC&aNB0(~3_5LsL!R;QmV@f{Is)5nqx
zr_~d&09t?j^0?`3o$d;k)8<ZlLPY2#X}Gg|t!PaNS<?f&9%#a(>04b!Myf}Nqs+ll
zL%yvL!T>95H$|R=RpTUx-tXe~Z(>3=6Q7YqnZ$5O0Vuvy?JF)Hzj5-Le!SU+WBCbn
z1AV%<Zu{-{3#ZU8eo$cRV?`w4GlYonAsOk?fsvor-q3<{(sz?GRqw+SGn0NM8ZTPj
zBn59VySFf;dJ0AJy$mSOA#9|Lwwii%X=bM)8NzG)=DN7P7`xKr>nb|@yjySIuO=7R
zAcODci7vS3wybDd1Ah9k+sj?#4*&i;nU(haTN1=i(t?7b%xF2Bk_~5P^zV3d=IYKh
zno9({b2wQD%^JVk4jT)tw$_I`Aj#G?d`sHaTWV-A|J<@fh0O!N_XtxYTq74gY_|q3
zk(v~4QDFfoDed-Jq!v$Wx(53<-f-xJU=q1=;h;^A=NK)V_aWE*{Q_+tA(8l<mK_mx
zQ{$&%&07!ICu7$nS=0IQ!X!^M<p3jMR!Z(fW=YohucWk$dOnt~+^xIf!^32^N^9(s
zT|WWRe>`~xRc=3-KOhu0ZJP_)wpe&!&6~;Ox+et}-IRNUwdZ$a%*SXNFJtU9#t})r
zCB0a7*ztK1UB{?a%0fp(w-I?n`<^ZgwO%N~azex6dYVE@=PVr8H?UXN?*|NGtjc5<
zP^i^WDz=u@f7dcsEs(WTB3Rfp-IyyYSK<vB-_{tEtZ-R+F`RVF6&L=E3`m$?`0PHb
zwNST8GiWyVVvkjb<f-Mpcb?M?2e&9AUQqEAj7uWV^I}4Q)x+GphI#tAf^1keTyb+<
zVA`v(y7%iL>-l;i81U`2o0<CA)Xl=<m%E<>^lQ3>r5kSp8t*Tyy#e5<;#YR@Z~%6r
zxu(f9gwJr<iWi1%tD)*3mzrzWa3IV!l*A+sH4OFQ2E0;*<5$i)p(i|5Cu#QpZIUz-
z1Xrr#tDhys$CRC97hc*^Hx}zKx5YIUG+`p!$HS=n<Q^<-s{uOTeT6EKBzzmJS-+aB
zG^%|KQM*9XuO1D5yPf%OrMqB`0a5BM_<VF;Y7ld{hYk24u%8n}YsN1v&>?9?n$kf|
zlYHwV?RLO3z;jcuYboJw?`lPa&CZjq9BM6=Gn|!e7(RZPlO4*b+G)UB-dh5#fvNg*
zUDA6X+*Ux7myl7_)DWup)6~xbrL!<gKSmXs8epuz@#Iry<J-p?Knn2&-YuG_-YZ!i
zK_lRbqS@;a%oIdJJcVgD$TiyVd~4jn$@8=D-Aw};BkEgBvSS<~fKadJ*cBAcD<BA{
zm|oXybjPspQFn^ot6A8l;>5_0`_fgbbEv&iAoeVwTB5z&X_wcw3<OqD#X?)&v_BZ+
zPR8SqWJi-Ts&AyiZz0{*<G58p29xqqB4*>aRplO$P!P?@wzj2K<&FRZkCVF#Y#y^r
zvNkG-Pi{9<IZyrsf?f%L)j&LP@%62h+d5@q3SQUzE9o4rOSU2ozb-~%Q!bKkHW73O
zv=F9+viws4eXRbZqS7HyzKK@XB}$kA@hEsdsxxs|QMykIDy@scOEd+(3@u!4o2#8f
z5J5%`X#2TZZHR)Hle@b@P-SF(m-_%lInfJ<D9zG#+8PNs)PT4V#mP|2{n^t4E*1<e
z0&3-~y!&Tg^j04iaJ;9Zi8ukhVF`_c^-vCjg+>%-Xd@{l|4Am7o=nSRxDH-m9ko`+
zO6mcP$PTIC`r-rGE@Sd)jsO(3WgMBjco3<l<0PxV<`LxNtN#)rUfwFRkpzi*)$C^W
z)mIga9os+rM_9>2LTX&`iEv4rHD?@0AgU{l8;ftIOR`$hBXJ7*InrsL?3M$N=kjz^
zu<sy#{H4)MS2|syu~gc!k7Kc(&EX^u_Gcsy#ZVy5$=|rY_LP?mS8o@CH`A)BC5?|>
z7>-RNV_HyIT<&0^Rcc4NpJ3qV*;mSxVz{yL|6Enw-||DLAHee9%T1P)?*A_9!fk^)
zDrEScAy`Jx`s91u3YE#xfs!GQlE@?xOorpmNGsJwVKw?e$7mHoca@eEvpX&5M!<kw
ze=4#Tyb(9lPm@6&!D!f+?A!YD%H&xQwX>H88xaBpXg<U{Ojw*e`w2bcZVie-!DjX5
zp>SbOC(>y%od<Q#6vC|M*PNs_{kwp~!iT{hIlty_Vqm0(tm*CupcpT^t{2~Ldz)1E
z5%?P}LAS{lHNd6ypIuDXMkmaPguc?uBH~pGcHy%^SA)0*mLsgQ2dpXuda95Au(~D7
zlzuZpZ^(z_!H1DuEcbP5c-$36vlQBr@CT4zxFfcINI#vK+OG1<%%W-P4c9wbI}GtT
zRu%518Y2D#<JEknZOLwT_<eidmz|*qkM*eDBB{-NCjScuh^km{lng${{Uj7i%>Y|9
zP#m&yorcfA%lUC!0z=`%;F8hE*-ymXkj$Wzn5ieA^V2U5DS|S2AdzW(tAWN>Y*Ho&
zZXDcg-AJKIg|E75+b<Zz3wG%F(KbrOU&_zlBTc$EDn(Ip-v$wf-&0%G;|7*BfZOOL
z6^6$kYe$l-4#nA9Xpl1tuDg7kHYdK|67_V!kUwWkQaJjoe5N>%k_kN>=Ls?ysx$&z
z1DOCPZgXJw1K5X`rr6I}&;ZR>a~(4Rb4ssk;`nwo!c7TyK>`#ltK-@c#7k^5p{7qt
zg^*eLU}r2&MXBlW@^~U@KIQ>`V)=<jNn#TiZ=kX{RRf%p+w&R=tC;YT9nu$lgMTgn
z^R6#kNbD0-WSS8Ams>$EI<!K3z((&J9OheV$APr?_jgB<rUIOn+yh&u<y%${nP9aB
zy9J-41>6n{h9W?JZ)DUe)X}^ePch-3AsYPvF}8#@qlHH}mi4t(@51n%5fz<(SD-Sy
zEnAx>dKU|&pf)no4Q_?ld^*$JqhntbQPp>yNPF1PumZFS5*qq&8I0Oc%p9OXgL;=!
zUKv~pX2Y^|1<>v|ZBMkwI3;;DSS+G;mels0w!nts=)7rj!50ZT=z9ZY2PCeGv8ICx
zZ5;5!t_<fb8AZ`rNLIoW5`*70G{;@Ru1X3QN0J66dSrL~#^ok_L<o#;&_0O{K?$3w
zzCi6`2?X9C%6hVo$^dLF>DLh_PBYS<zChpxMglr^%2#$v=fB^blY@z)focp<8KM+j
z>(1e|Iur6!1e$)c<2;gm_U~5q%fzw}its&$XGYEh2v4-?x|xaBQwuT_kU}|GUK-5T
z&PJ8^4)2fPj?yHm@o@Sm0i~mv&M$x-BKn6R<%b)B%mAFWEzaCF)mjb|UclUuU{-SB
zUeI{+$cjk-lC4Ufy3pWPh}QOP+{HE-+v_bSKl2Eh$(QW0pyorS3aWc8o_2y99m~5@
zy@9H;rFn^c?4!rcp*1<wIXm73mMAD~=JzExhNX#pu0iRBlP@c$(N`WO;`E7vvf3jj
zKV|1`@x-JPSYTuBKi+u^Z?y*8ovUHc=PfhyC5z0v8T<kqs|P)bNAwZBB8^`t8={A#
z5V@*bkb2~_yqQvHm}BXIt;7@XKRI<;oErP%9Mm9F#sf2uq3ZT*s8z(UF!Z!vLl@zF
zx}p4kBS_nlH{=z)CnSzImh)&V*XA=YWl^YF8`i@7B!fy|fSi>prHUc=At9X`6PlPw
zEzCp+6(qUpY+49Cp`tG&I~<lVe0H0y$B{h%4WKuKws4YKOXgC}Yc3H{L+9H$XZ)%i
z{{RxNl2N8kq2e=6+&qY;LBbd<aaYWVL#_e}3RM@mYq@{RRxmGv=6u1!5+vl<G0i$W
z@|DA8SJY!t|CfcR-~BGW@gIizCk5o8F_5A`Yy$LU>-JFLKe%lN^VJ=Z7n-zfoYp!i
zcy!_`_71wx46R4jv17|8#X520hESWh7i&&i7aqvX6y*$nZ>(*|%C*6yi4Z5081Qf-
zc_FX}e{k^Dn8gsutE0Jhd^;VgiK8Y@YjW}`guNL!u37Gff>SVsOy7aY-cL!l5Xy4N
zq|{A_esds8)B*Lwj=Sr;q)2vX)kIJsRN`JrGG4W43RxM?1{QU2VCzm-4U$9*^TrZ(
zZqHbu)TfX_Pl$36Utqj~t%;h)2Cs?$rusQ|ll+2cZ03@Xq6}#EZTutfN)Z*mDMWm4
z&CxwEl*i0BC+6izmNrfRCMimL53bo`@UH5~Scc4rEntFBcQ7+o@$e%VZm%EYs_G2M
zOkxe0x0hUOcS^jzpS1d%p_Adn9F=&_!9K8mWpxsu^==&`Jv)6OVgxvo%O<Mf+ZCyf
z-af8V=EA^!3!r+G-xh6a3upRqQwTKL4kjmJo1>?unV77nRBMbdIL5SDJLDQpqdJf+
z!L&86D-XNu2sfcC_4-Ya?n<$TB7X(<2n_-T94mMMS!>{1!{`j5w`ZD8LY%bP*_uxW
zj0L8ngSqB-Xb}E$&qllwcR<K42ZAH3Se^fH`{?bgnP~A0ihv{aa*$q#c}&^a1TT6J
z88nQqqvR=WASBbp;pbyAKG>ZFV;=CJ24F7j3Wc*2-PHN)KCw5FUlp`GT&J+=LxzBX
z_V)^Xb#sAO121gGTQG=y84E>ME}Gm9Mb+}29VJauF2zSM#XT}nm@@sUr+mw!Ns>8c
zO~{$68c-SxZx_))hG-O~<cH}5(Jtb>0UCX5j;jH(ZsAM7J=o&<<22h?Xfh|dbRI?J
z7W)+<Z%Ab(fLCv~h?YuqIMx;D7t$=Lj$8e<uBF#fP{No#;u)yTNl3b#Iq57|r)AGh
zFXdZ9m(?m_=R@$@x1P9EGLvaIwm@u-?M@%X#K8BS^zXFO+Svm^qCs=Z&%>bUQMPC3
z<Vv|5jt>G}tm@AL=mT;aGzi8Uti0l!h>CRkDO|9FEv9BBZaK}EMSXImXe@Za6ZBR5
zQ(!-~S-&y-an4&x6hzInKhaCvGWp8me|Er62Yy^sy!8<pe}l%JtKapy^Hy3}c`LJ*
zq;h}@REZAc-V!}+WO7t(A|sOG2;V(U5%ngdS2d9|Wgc3)f@|DNTX!;_4T5I1T;|MY
zEM#?r#>LBqB14=2%fiuq6k?=i>yF~-Bk+8IozyMU8IE;VP&pqXbO-WWuKk2-|Lj&f
zt-Fev0({JHb?B%r)P~(*Vl+>Oeb!5W#DI}2*ezN8OC@o!-S_VO6z8?VE$@|+yU|sc
z6~mk2T=#q3`fvm)&Qv^o4`mPv6|XQtitc(q|DJ#|?i*3u&`uS@CK-~VqgDIm+QCNS
zW}SlO3~o$c|3Ry9xJ+msq6H#dV}qflt1>;6V3tzny0JmQSbjgNfQ&r=bL^!(PJr6J
z{yP>PBGJm6pixk+CByIdQK(q~Fq<jC!CpVj%DGmwcfe3`15p?zod<Jj1dzitjFc71
z3&Lyn?+N`mr)2)i+{A~l-D?ON_Y9O}>~m0p;-YHIu{Zf1$jdo}4q^^7&tsk`TAs*s
z-vJLR`Yzv>Cno`5T1*;%lF#A`(y0m^JWJ)>?!ldURkqydIardxz36-ACQxyXI^)TO
z(g9@$tM^_ioouBJ6m_L<Z^camkYEH89)=2@=gs}qRF{XRtqS}xA?%}p4)4Aa7(bt5
z5V%BPkL#`NTy<vOk<tkhm~2r%z$GwcdsX&LTSmjn`vpIp4+2;FDC|=ecNCJ$G5OUz
zuT}##x?!R_HH#3Gic6d9GL>opqjs~rlc3H_@y><tkWutr*PIbyOg;^~Qk}%e%KL7-
zC*L-vPnI%yVELG7Ym5a6Ysg*4ewtPjHDqZo`4&f}&>g1zY(O%F!X^3S1ueBWcLWFw
zJhJh6*FIRNP^i~-n&H??tr*tflz~vbe6&TsY)ine&c;oa4>P8b;TIAi*Enf!r*Ps4
zWprF0jAroam3go1D?~ETTVx`3*?t(<%YuT%t<IMun0K`hs!lhwKuLcm)_pf3E-g1+
z)#zQMmMuw0o%H$(_IQVD;^!PN8%CIXtK0csL0iu_?7uu<HnCDtyi|8KmG!cO74#{m
zLtcK&C6eG{ZK+f-Qw#nio+3h9f6p1K55c5&wd3VuRDLE^={2~SK?Y*vQ3R0V7G(ud
zgef$oG7^&=roo{+X90^s9R-}96&;8R?S?_HAiS*t5GJAk(0SB|xpIKO&vB~nbEcz`
zwHajJ-UCSQ5boOV(GF<Qonpe1jb>&K&aRGU1g!B@Xmk?OeC-w=s>6^kJIEhJ))*Ip
zT<~wr#X-sMXQqlwryFv;ENSx#?Ju0(8Xx{#KDHBwfbI#MZux;vkDx5;8Ls0!duuxF
zaftXAMm_pPEhX17WB^`}z<K9c0ZC`|md_@dnHR0|sR^Q5TRpM6q`1)V98_v$^}yL?
zR`UYVSln7m9R!4hd<cE&Q^e!V^6Qk5IK**$ifiR_tG?y}x#IRLmbmsESxeNTDHXSn
z-*VP*68xnA%!j=$6*#W<5sUFl7;@sn9Ah(yUODMAyvmL+mgr1#&BCPQU$Q-?oJtiS
z$Fh1giPLZix67bsoHJCbNwV5vGjiPGh0|ODXCJ3csn+QD&s%HnuCsJ9aY@{y)Ne6J
zE0c^1LIwNd(Gn#POp2|#{E7|1y!VDzQnfqFG$SPBz<zY^J>VqE+o<M3ol$P&-0N-z
z6>bT#sJko`psZ#+M06D&!Gq4qkIPN@1rQ{f0|bxT1+1_FlS0b%S3eGMF~CiKBV%v{
zkQK^_W%`tOvmNu)Cz|n{STT)2K+(jx-^5eB&J^*8`+)O;Y<i%b3TuNty#7h_bj}RC
zxy9-aDS}uX`&u~BqSH1MXv+A_KCYYP)G6>xlET?!z98}RmxlBAQ;Y_QVoF=k5)|D3
z47q@LvYiQ&f|@EBF~coNbIr0aNM_1lk87nBHn0{t-}&bK`1FipsPgOK3K8nvl;fjk
zAm<9vT&g)h_Rd$I#QF~`JCr-~ry7qp6gf2~?<st>fc-ZLO08YKw-}PU$+Bz;4B~c`
zu-OX()*&+#vPqsD=V#DNkFprsqlgM~anXbgiPQ!48%Cm@<faW5Z<wB9(}u?(RNPh$
z>2xuw%_)65w@-KEpN%~#1keBm$o0@`HmJyhJoX6YHT{|$K9f&S@X{0R<SoQ_U}KV5
z1i6DJ@%~&VP*7UQjdbC*dv2MC;nL~?BnZ7t&t!lsKQ2<rEzKy143SU$(=GoxzHuy;
zuf6nJNKYj1kvnZUTnLE;@6I4+6N!;Vu8WpadpW4&GcssJ`V`_awXq|dL@K{PBruIa
znW8K^Y5Fo7ffuShzx6jWCPOW%Ead=vl1Fj8Oj+Ta-6h$%D)bH}7|z30yh=QFx=|8r
zmK+Lj0+g=DyBtKFzHS70c7ts@etB0gSJTyBX~z(>$5M$F>@#8PGmHos2&~=3R5D;O
z2>nS@me1>3FMF_hJZ-IDZ$~HT>ekC=0sKSUyh(xezq(NAllUq)+wt;TR}!$mmHVTj
zlzbHDE(1xRVWgcnMox8!<RulHQ&o!_D3^T;x%TX^DhRP$f7^d?D%I>Gh*ckwLQjTA
zl%~IiP6`%cb1G0)FlOT!%62kKmmND^&Xt_ZDwx*CP2P$4HZ!s1kG!^46p0g1CljhS
zgG)QO>j`*n5$0O?>)#6%AJ=#!QRLhAh_HqFOhgnRtu1bd#6KxH8{hRFHY{!`H!va#
zaOgLG5cxSyR>|Yo$6*i?A+m^YTIdooSs!!Wa_zZR_j;~z@EOsBs~4I<I@EGqTA86U
zSu@Wb7*O@H<`sK(?O4`Nl^^YKSeMk;tn%BP{g9oI$~}f+77>UNf!pV@NoxZ&am-_+
ze}|^=;6#0vyIq2D8+4t$_8?5+xGCVC;jsXAXWW-i$YK%v)owtby%QBm^MUN3k;A-`
zNoOx^osQ`oK9q3YH(`_VI)>Le-5nyC5*Bt(-97Gs9;{If1u175|DLYehf}-_#U*qX
zqk|-OaD#A@8vl4G=YWN=gckZeQ94O(|H_JQsVEbz7b0>lX6|}&6;%jp3cfpVO&;2C
zz12+&0<n|>qdtgweTGns%xn6-mm<TlmzJ*ZyPz87I!lw=M<VReHahwsg@z^O`_o!A
ziJSDhJUhr65MJ+}{0I`iaO4P=j*Xx1_~Y*_8{#XxM5z<096ooQH#^aW#(_GKa_eYc
z#Z?Q6e~}?wMp3`>H)<?+Uk}e_TagK^UTH@qDO7IS+Qx=FZty9jHxgJJuaG*yV@)Rj
zv|^RPKB%bp*gzi#Iy<l4ho`tch1S3+jTy}18jmo|YRf?o^Vo=gb9Lwm!>6v?gk-GI
z;kM4TM97mSDlXvKAi$%R0t2fX_Jv44CM3BJUMxzope7Zh;jth7^x>{i==R#ua_=b~
zZc9q<rgVRs10ZMOxQP@|*UnNnazrSMc-vmafk8XVhSq=L@{^4qb7Fx3wCsN6GF)OG
z?4ML3ml$74&h~38PiRRJmX2D^|Cm$SnheS57s>Iwlu7O;5CX11`w>YlV=8u%p@Kkx
zI3bG*Wp+^~J=|gihztB-3IYsu1XzW;1O>|Pq07ojA1H%KUlX!f{bR;yHVY#rgTWrq
z;?B82`%$t!+o5cK?fTR*0D6|T)f>+lKjcw-Zs5+2*d$p=uiC(I&bcv%EVML6MOG@K
zwi>hkSjkmL;*<#Oa!(+Pq8=T@e$GkuZ4vt5aqp6C`~-?i35}Cj_WkA%SnrO=6_SMm
z44-B9T;l0AF1p^?%_NYUEO>`kQ6zZ7q!H6-(!FhJs7UVGzTuguHc6`ZhsP4kx+q8O
zi^M2n%Js``2<B8)-N{*;#OuRnksic%NI=yxRuOp13hPHj3(6Jg?V4y<B57TL%8ej6
zu(ROJPL^IoCR<#fH}5s3sgk`m9~Nb7yf#x9*C)N&_4SbJoVUi@T_!)(tGN?$_4FU$
zVwkhe|HR+_CE)*y(Ee}!p6wq#p8X$wp8X$Qp8X$Qp8X$Qp8X$Qp8X$Qp8emv{Qt(s
zbNsu{|4%-i{U3_{|AmkLJJ0``zR-V@{hVJDV`gIeOZJOdSUUq8zpS;PGe87jY-jSt
z>x<br+Wadb;}^%TBC0|6)e0bIXagXmq@y>rFmrJPIMEv#eRZ+0v;7XRclvH@XX^@Z
zbOxAwcebOmH!-F9r=z5;shx<0u`?mtSGlHti3$D{@2_w`&c(*)YvivX{##$b!}E9W
zFY&?O1Enwh0oy;9hmY?oprf6!GQjyuut2XMB1TBB0&sW!dJBJD$}UFE|57CUo%xsN
zU&k8qMwWoDq5mt<0Vf0J|IBlcaiKOAh02X|@WBx3Mi|e~KQ?X@Id-*5oEy8mkuKrp
zV2G|K1U)+*ymhp^fyb2@gAb8JskB<jSII@Ej`vhLA6_uo_1dBlrkq=tSpIJ3ogm#a
zvpm5Fkv;I^ww&-q5*G&`OPrFJi`D@)Sc-IuQtlmNM$j*gEbA{xAUPm1YmtpcW<kky
zKn*9sVQRB|ucDAkb~a>0rav(-_Jc|SwCpZAZ&x~wva}$x9={xP>_tlEDw4i~*UOpX
zn_TeT%*=ZP;p6CPyUC}X3;`U)6qnzgKzJaLhjlePJf+_s`6~iVg2Y1xJbbvQ&55m0
z<J|%fHlzIT1SJRe!sc$NhzoHwE{0@G^{NDQ&p!9xjKo?+CP-=V@h0uF%Lbc09X)$D
z$0HGuUc8upw%t~<g;JwMXpY(upvAGNM53_3%Hz#E9wix!u+A3w+DWVtYrb;>nz<nJ
z57_sg_IZv|8P4(I)_^6CZWtQ+_=e%?Q{j3_5+T*oU%01mDdz@9g7FZl`IEEBB=}9q
zD};$S<_6r4&@A*{PKHbx`4Xu|T4agRGA_0QZ&H8Ha9v&t(B+w?CEOdC_FCX16w?hJ
zm#CJ#l@T!04BWx;X3B33vjb&YFRWYIFwO+&_(+2-i?yUUr>ltpYOb?px-O^21g7y3
z`mRO=;KIMxS9}MZYtn~=+!NLWN~nN2F1&c8P$C*5U`v2g+&EP&Zn9Zox9(iFwWbbW
zFQKVt@JL7u128w)*@g<*eLbK+@DUSGp2%I0iY%<U)aMXHa!Dxoo}LDo7?p@t&<E(r
zWMhFv#BDtqu&fmQ^dw@AwI1GWEVRMda6wSW#>yezrNbP-8K_*Wbn@#?d7$$*MvD+H
zSN-Y5*hL1pQKtR-yA9{En1euSy*aC+K-f)~-vabdbe>Ka8kSGL)tFL2sNz^$Uc&<J
z)Gy9U`*F;?8VyH?o$%<v0H?sh8w;uyrmB3lyMZ)KW6j<GEptuEomc9+(W7V&bk?^L
zTKGD^n398?H=Eblq4A7!&LpJY6>eso+bz3YhsT=^wo~>i^4ch5TS;vI@l3PtS#(&&
zem1BnW?KQ=>WUh^G>(aG7c2fRh-iwvz7Q*)E&3k{p5@N#6JAqeu#T=oKc4#GC*1~<
zuVfJ*qY;Ahi<7VTvg=c>5{2N<ZHF_*pW53A??U(L5{D4(=q}#h5b|9kr2Yf+{tGYu
z19mYoeBH*(OdS7r;AI4`H8$6`0oeSXqSwEX{NHH!|Ak({cGh-|%JzoFfPZ5cGxHaQ
z{Tu%O0@Z(m8xzZy<KMpr{{lBd=Pw+#{ihQXArs^O@cmx`A0r#b{{#6nWusBqv4R_`
zFZ}#&7kcToH)}&!eLpU&3Sq)<WD4-5<Sl?zp=Wz@e{@Bg@vNjqqPDH^s>QN>d%HPX
zx;olhaU$nnMCL#7YOt8Z=|NlT@0#Uow3UFWa>KtqGrpsFn@4(^&Y-GfwJ-{ozMZUw
zs^#ft4aXVd`?Jz+myx_KWkinTmX(4r=yWR+H>dN2Rgx==gd#Lmqgt%=s%5i0HFkKQ
zU7Gr{cI-*EijfhgdD_8ktdPaJ#lly6olkYp0r`A)|0RMTD^m*n={91>ZPUm1>EvEU
zi>M_zLYu!3nD``gY+&Y>wp*o(eQw__j*JBHkj2bSR=d0R>)Wl1u%11Dg*!ftCajP4
zk2!{$-B$bK#>s8fVWhnX9-Oj2O|CAxS4Xy@1}4iL5L9_<YSojxk4r~-L@`gqP@;ks
zn3$NOace$ZX9qHJ7i~KGb4K#-@w_E4L=H?+Xxnz^(Y+8hA`PQ#ewIxux{R$+LI4L(
zn2n)wrVbhS8xEbjYM`xQ^>*$Ou8E{0m>NYb$UGZUx5EDIT4_uIP2j2+_(^j<9?~v6
zFqs#pD3lyIlpb3f5(&~TBE0hh?ZV|#Sd#ac^RZLqg)*k1?;J`nh0Tb}%vgra)vno&
zs$<jwWDhYod}6~oV7)-l9pW8j0Q8(V&tajFKA!4)r~oCe`Eo5a;PBILh|DB6EvlPb
zVFZ)d5yX%Wp^=k-2sAnS>~<AkAt~fu&gAbHphm+_Oi)y!dJ}hK{==k834%8H&<z5s
zoD%T|)F&#y;c6n9Gnsao>_1&eo9_onT=UTj5nC9@^KqM~Qm6&0iG}De9ZaVA*A-Gm
z2{n*0c6W^0Wb;|pIk=9w*lX*kU5}sCDPj2(B|P#EN0p)0U-#pgO76lOv>t(Fql_T5
zoMku2@GUGHa}O0F6Xn0D00+pkXxWp`>vU_yhI@mTWUiP4X<9YA3C~ak8i?BPK9Pi&
zN2DP6nw*ahJ1btTmB*od<g&g>C6k!owMx@+g0R-yh13vhOV1=J^2hU!5<Y|K5ezLf
z7Wz+F!^$Fq+F_BJkPk=NuQ#KGq35`o<~R@~ajDM0D6G{~{TRp~@sB%a-L5jNx2eO6
zom`dJUR*Ycn$?R4V_%a(kX?`DtXD$O1RcpLU&be?YsU;DL(bTVEx{w`XgWxXeZqmo
z=W={WWb`zq#T?E@$;T9u`_`el5UF>;<f&kVQxy4me7rA5e1FY9LnIU($i<S1n|oDs
zpE7NC;yLpZ-Fbr}9$=)@UxJ4{C9p&@ZDX97SzRn^9GJp#;bLoIrmA09DTjeVXxiP*
z*3El-LbW@Z(s)DZ@IwCe2MuY-*Vimoe1A12y!7;gFHWPO0z_rEx-GZ^$zS_W4@SGL
zERyQv5CpK2j;vAqm{w`230_i=g;)}HmqsvkG|qQGje$-?_EkJE`5*>$S07l23;KY$
zl-L*<8%F$Fpfd{j)Js5EKSgF6oMk!?O59n!L39$LhaxcbjIT6#--|u<uL$AQqDX&m
z<IKqo0ip4k1Zs4`<(T(`aSt-L5^YnH))M+=bu#Ep0i?+-0TE%;XW?5b@Dh>d-*8-R
zIFG|>++arFP@f9KV=vw&mVw;iDPNyX#9GjyEmRB)l66T8zuK>L<oa~y?SEa1tCjM2
z)x38#npjxPur>5sYL5cA0P*_8R7Xt4;i>&tVhDUez+{jn*hp?a8so({A0}3xAeWL%
zvf!WC>noJ530D)D=cAHs37Jd}$w50j4*Pa>{~O~W<h`XhSin%^pJ}r0z{6m3Y=Wx~
z#XbXJw<uqr8_WP4_-<NCxEsZ`k$h%%9o9ZSVj743%@_;PexpeU|F2v1$E6!?mb!Lf
za4c)3oGH_;J^OK1{CLEX?~*EWB<a9nzQ5d!pb^(%6rLLB5ys38t|+zV*}|X0RkO-y
zfRJe%7>|<z5&T;mzFv~}+9l*X`N*Vbg2^^UAu<Z5?z%`rpRvX|zpwKj4>zy#+T3e8
zy+Kk(j|=9jZNwf#8NJ(_*<OnfM9+)E==0~3=jITJGPP#o{5G=(eg+T857vOmCltsJ
zO!22|{*9!vKIdukeo7b}wKdTA<oQLB$_43lORuy2nfSe$){tkVry`#H1>UcYE_ee!
z&Vw!N*LlglHbsA5u7jkA#^=EmA0)EeAxmQ^FiHFy{($$AJ1@Dp;b9_vZ*K@uKZEDZ
z_nzrc_73qVkFNedtpff&9sSoT;6FaA$N+53oXrW@m>K?eMRB5zP4pVaUq!JYtvx$i
zjG9O|{p@(L%;AGA(}<2IJ?uFxg5}!A_eh%u4M(mO{U53o#G<20ZIHl5aZ0gdwHgm9
zHOnu%wz2fS-m%fX;P2V={X&?jzej^&*=P#2DxT;+y<;T-)KA`&Es$BEIC>xLm_|3c
zZ@cWz?3d5sUY+5spO3Et<pc!`5lrQgiV<gPK`~5YJEbFIGRZ~`9h&b>FTzf4T$Q5-
zt}bLQooKsO)a{)s3qEuBC5sQm6Um8{Nh_!NOMhG*gBX;uA`=c2<U6(2sJ|4Xl}`-E
zl`Wi$L#AtjS7lm{PcHI>E?%oPCCjXDAsd*~!VWHg<cpdoFl}lD@p78n<o8n>uY%sv
z@~cLgSbBZpvF_ZAJq1g1`iO*qGgV+8T)Uhr@0HzS9O|l;w*5e-V}tvSqH*io66P#}
zw)eaFW+w0E5?UWf47m-At~}~wAL;KKjr_cko1RY_O?Jn>UA&%o>0vau^hmwWf9!l5
zN(}gPblM@<Vy}<>!uk%!0Hd!z9Dw!FOkIcyuGlMc>3T6rM^Jo7e_D)^3SuGk+M-v=
zlhtwCQb$oR2`8gHyQYrkQ15V7&3DlhvI$#UZ995>!$3tl6>x+=V2hZ&KHmgc;OYd-
zL?|9nWUU4*nV&~0D;-tL#D-dJhFbPyv$Vwt!T0_+Ha{eGF9fw5%5-5MrvphG56!sy
zaFJ{l2?17CPi5${tb;w(y{-`-=ks*2hNxcNORKMsT_3<HWx=e0WR*ma*5~PEXicS>
zl+V(CU(GzG(KsGoi~eM4LVi2r87spn3nqiNN{DS#(CA{woC%wEDu*aYBKt##kY3f)
zTIvJewBypW8UCjbS~b1OSHT8XAE)cyDg${I!Ip}*%()r*lM#|DkOS92ii+4z+GN=+
zT_bI3T%Y@uuB^waE}dO%EpVkwl*J+Ak04W5mU4p{14)SQE19mmE4a&xs5}@<a}cae
zb$WNqR5S*XZ%>UmL+fz3ugV=xra@x%U2DRaYu#zSwpR0b8d^<nkPPa&UJ?@ok)_rw
zhlv=e{=cDnQ>c*P&ZFKwKAlVkay~m99xmt>r|CPpqAK_=c|qgJOiT?KyDR_P>Ax6(
zPAMc>Azg?+9r_yHRZu$UxkexYArHT2|BijARmF10du1ie;Q6=`Q0H1JogpMBso!KR
zq0{B8S*6yn!ArIL#l1Ibm%AQ?!L6=oA&pJ9!QYF)ST18G$X`ZW$ZdNz@yF%IrD;Dy
zBs4cKvs6KU)z+U#Ypv%b{=<Z+=|GS%H5Cg)yVX8_H*K%?AyIOv%tWyw-F8w8O9eKb
zJp=0|m!)+MNq_O^2TW=XXi?WSPiEsfl|m+P?BIFfjr@D;j&_$pTX}Tr&Qk6sM+KJ-
z$GeM~P31OCw)~?Uw$@K~ttXX(ECQpN!Y4%((`L|zWGmtITo*pqX&epLCbGWZ<C0&?
z^aUc1zl{lK%x#{39r}$MLUXU#w0xUL@j^Gf7m&3b)fqALOWDVT;#9K%2I;Gq<$zuk
zITh~6mr7|(M4HSKTzeQTAyal?5#Qm5XaG9FB|gZ)f#}YslJ&RmIMYIjdj)R#=A?gu
z{FXyw(sP`cvgo)%6rq699$(dJ+86!FV*|Ml=c3@?6Bt~`xsEK^)VX!3$=ags%QqeP
z=v)ACjohe%yXfTAo)!=BJ@bc<a-;xUao)T^`8tnbY{KukK}^3eT4t)U`Z+V3uWPyx
z#dNY$b8;0He_8KJwny5<6Yp)l0^a9Xab>@0+Nmwc02OJv<^8NrSP2(FlEfM?;j>|O
zzfBRa!2urZrGGLT2G1j!DcD$sO^y)JpgeyajH-*j-5lVu|9J7agFips)%3oKx`r`s
zoh3~#Lt1<&BX?0?7HAju!9a@sQB%~^hxtZPqiyClbphJJVNNevhsduN20p=I3`hVg
zR}8C;ZW`jX>4Eskdbszbb3_B|1qKs<&k|X7I#G<hQ@T}Ajr;T~9ztckoyhPYkP|G<
z=j`!UZ>#~3>{x&2;LldzYx+?^o4ewJaR1RFUZW{a8g}n$yUR;2YJ7E7uB&++J2qQb
zZdUMz*z9BOeK`eb83U%oBR?)Ibmt0E4Y(E7EwJA}3j}iFEGBPBSYhb6R&|g~8MerB
zXBq^L+E**Zdfp0`8k`xWidE^*Pj-E9(R>9ZKxh_Odp<then4({6OOuVlI^^V_$>9W
zTJ#$s))F;0wgHP^WFQ`1`=UVJ8w8EI;#G<iqz%{$E4J!&RRIy#BUX)Jy6Vf+<!I@*
zv3;JZp&;L!x`3wGxQmNwAOz5HA9AR4w3{~Z1vu8|@?YCPKjOZl85Bc#J#Xsqf%oxv
z6^%L@()Crda43NMl#*z3b-SH~!U<WRwXKk>B8@^Yzu0Aybi3mdkkQ0QjicI$yuwjd
z1*nB1za`7c%!2|Q$c)ac-?##O2o7TLXCCFPOsz}`si($RZxJX&V6*_AEbGOt_NQfQ
zmT?v&q(hZAQxB$bQM0|9PVDo_6{7n7!L2{C>EKgFh2nr!HB}Q)tK+RPRwh{P39s*R
z$`=!)@pKao^7)mIm$6D_q>>j3Kb1kpXgu{H<9|a<I`trb&l}ya)tbZh8BhMkdoJaV
z1o6wxmC;klwA*|2r46<33G1ChXYZE~3$-_&d6)0B@xd(j%|||JsFN`8^*0{9Sk(Z`
zPu6YOhWBUxUcarbSdEe-@yybxwpaJ2LQkje1|8*$8lAjC)L?uc$JS$bZ=Ug+t+wQO
z7=zOxyAyy8l;ygeVsX3{n_Rguja@o&acjUv&`m`Knb1D}7e7v8<_LFe|2nuwpwTpj
zb9_*<a_=W+a2G+AZs2}*2>W5%*z{m=M2Or@01~gTX-y!ol{l%k&)1(!0n~F5`K?cT
zzq$fFu;y{wv;rztN!>vxENJiKI>87{^pbc`GI?q~vUhnL#8uK9^pc29LK4T!q6XYl
zkd`+ZA;_S#jiUXS8kd$X$(WK(tW6}qf#m?{Z2fN1DeiO+@4Nw*ZSx*7xj`y9;b6@_
zIto-_!mxwehFAqR8#)If7LX-5CUG(2VGC`Y(u-d}Z{LiRTEgMjKU%NVXoeSySup!+
zR}RBHUxrfmdwCF8gD%9C>QR>hSnFm@yJhrbeV$@&uDHymlE={&MJRA%;{^mfkO-|S
z9xq@Ebk%NUfV%tWw29mDeMsu?XCUzoerBBn1F96G``e~o>FnWtj*rqjk*&}3ZP#6j
z9{V=U8JmH733428cI(ASpgs!t8H_iY71UC9ogytDtE=#XzXR6rRxq0>JCHIrC;5Qz
zSb@()=lBYAdp9ZR=ezyFj<dgvy%*Y5cNyrbytb!3DYN}FN+n(Jt+6M`c3oM0;D~~+
zP(d9Ci?<L9&S*4rIf%2^OXQ3gk{kxWl$68>tN5fzS@>(;KbiOS{FtXnMds@M^zkMq
z*V*6;?lfAdVadcq2NK&{*{$)le?TUm0#JHHVJLxJ<&c6vWQHIWfcyjQqaAV`4I%oF
z_7jP8ppH_tz{gu>#d0L)qVscqf*ZfVgLcRg@_PPtndctQD~5x9BPquJ!87vR8|ht8
zK6;l6CDQUF87@$Z&(yhfh1KeZkk$_nikw3rqn7)l(kGuk(>@=k3wV@CbMR%+aBAnO
zZeFb*Z&k_Z>FQ@#lU&x<FVyFnth?aWi74ke)psr$TW0&G&$1B!mW)aG)kTDj{68#%
z67!KU)AA%LZ^6B>3MLkF1)F=zEjPe)?jz#*8s&0<W{R;dl2hMmC3|o~d+?ZBB*Ok^
z`AKR~a7rT9a7XBC)$+rJmz}iEC8g;A6;>EQ!8eeaVnUUF>3xoZy^6NjLt0vZ%FAhZ
zp9SdHTC4b#ca%H0U#cy=xWjXTv4~WAT6iyXHGAeG4o)QGN>z}df9p-;{0OFi6(}>=
z4;3uq=wz^N0m{o3+CbK$(v;9PQ@fF&ZKi4t-1R#G%L9L-?@rSyhXA^!$!6_(s;|J!
z4eM9cup8JwZmru@fHA&NWP5yw-KtaW@Gm;{r@!B-8TGO<)rYAD4Kjoq*`bmpa@COw
z_p&%~lLZPvJ`Wtk8KlhirVR$|89<Wb%Xn<R_?DUTvl$`eDm|1Ent?kpiH}q~X$RCU
ze;X#PB6Pmh?`oVe5;DmSI20c#pZLR$>E83!JEP#Xhpd#RgM{-$aNiH~qcy;r^Fi5<
z4dGUm18<_s5UWCwE|P`|5y$r`V@xGyw=fv~;s&ye)5Cd^)dtZ#z$1N7G;z|gE3UNi
zC46dQatQ%@CBy#udU@Sf^M(ko%Wtz@Yst#i?F@ro++H;p6!vLUcuQx(J}hK4t!174
z4?+ZC(ofr^rw|Bd)hAX~Hqf8XzgSX;x+&vipW!=Ze=dPnlp2?Bh6qD9CSP+xWOfhP
zku%4=Up+1D&^7?|D_V3gY}fZB-M*-Ui^GS^>U<_<OmyAq>WliwlNrD}Vx<T&HdRFC
z>r{X|X2<9&@7P4v))2W)S6}{++%m8LGQ>JR>-1ZyDHa$_fi=G9-8VpyDLDK*Y*J+P
zClf3;Q*{wb9Q!7NAr@~S4@^Sg{DZ{nQVwhT$xs~;*vPs|7k)+s^b_Lv>ewNn1NeV2
z_Lfm~F59*!?gV#tcPBt_cemgg+}+(RxD(t7?ry=|CAhomBm3_2-pabX(`XHwKY*Gw
zs=n%dj6Qm)0#vhU+NEV6bO#U%1F-x$Qwt{%^fRMwajrN7zD-qFj`yK)N~UXNgY3N$
zrHP6TjN9AI9Tjq;sRV8dxT@+VJ^B=a83jX|aG37I>cYg2WvScF%|vP{YRt<Z{p|Nm
z=!=fKM^MeR?1FB3H%zDh?ziEBQNW^nvS^na=W)A+^o(LvxR$MjPvBo=U9dxms!?eI
zqNH`O0;c&lum}&6bYa841-M{7V9$Gn$`Ao%)h7j^bHGmvr?^wb_rVoF#TES&4{}3|
z#BS<1t7R}n>kKfliWMCU-fv`Ds5H;2w#BOrL+}A%(ZV~qd%6qccDLtK#gOoN6E_Ab
zcU0L!%1)3wdqR}&zW7%4A>9Lke91mu7@A-d9Lm_?g$6}QzPZ3&Yb)+!BBA6REk(<p
zibG`NeO)wM5Hyg<P=?7>H$=2+*P9F{eq5Ar8>fYFJ2Ywb9}!25_u9mP1L2o+<z*nk
zug54%{T`#eR5DMi-Riby%u`siNij?X@W5!>Gw@{(z4b6!#lH>TgJQk{0ZNtv%DPj=
z++rTyJS8$01g4kGjxPzG0)RT0^|NjS&v{4`))I_T{5nPOJ={=tkPuYKC6uNNxpg|F
zwU+n^^-B*yt%_id3Z!H^1(OvAxeM@)liTv8VjQFLUKw83bPhOADjN=54#0PPTtlvb
z%TN9MaA3?t<Qom(obmN?)X1cP3lT=$c#BiTQL^7uk)hjp&@r=4EMQFrwgq`fY~bVZ
zlu&?kBHe}KlZwJqc>2b=@yUOpgdSn|e;US+hdV;%U@9L2U4n2*qkVSt?rH=Fh`=g<
z!Q(8RfpZ^FrTxO@R{5P)76i_+CCFe)@}-HM7K=w$X6Mz0;rOeOa>8cC246R^OeamA
z1!?ZJb;%NE0h;7!zuRa!vS&X8b7$@4D+BC)f@kKc(1tl$2!Rc-8%)*Jx6-ojjL9g}
zNk2+IiD2D#fBiMJ4&T0|>wN0;U2&|!3XBEEV=J1jYNrLr%1hU~`(zRk?1o{8$+$*`
zwhX_^4jP>(8!8(akITC&J8z8~-CrqE)j%=KHpx8@Ig?;RfeqvA5Q+UvV(GcgEzlg5
z!Y@=5Dp^LTl}}(Fq4QL}SfX1L^5oe0CBrtP282&ek9l$(apV*;-t=>hK4dlr7TzU$
zqEr`~SbDrtN;PV~t}_WQx0b>KD%Vx}dFfn1WcQa<bbov~EaekVjms+O?jX%;Or$7&
z@4fy^FGzAXYJYy<2g9w(-w@gMHptqnyUnaydJEf+bXnTzk3cAq$$%j;Y=q%hL38vp
z5wIz1^Tv`sBV!f_;JImBz<5h5L*5p^S+VrJ1_6Z04&XW#SEEh6FklsiTa&MWXBd(S
zdrv)K6OGkJ{nnD48#RTBM#I)>x&RJ<g1L)&)=qlZp*mUQfQsJ`vH@AL0P_SSgNG%a
z!Dl9kcucawl-x&nVdr3&n|_%;ZLm*9lbu|sxQwJzv~upwc(L+&;lV{#%lkxPE0Q0j
zw5^?wcT$t{1gCFcUna{uf}g?`)M>!&TTd7Uc0_eP5o97Ic1`?-Cky<smnh_De4;Lc
z4rw7}Ib@$}OnAK26iUvd7V#i9hD}<dJ?V$I5Uj;hWawj;UGiN|dL$n>eso9-B8=?1
zG$FaTPhezk0aCku95not38;IO#fX@CywZk@A<*tDB8q^o6Wl#KU7Rie4Xpo&gk@RZ
zb#(yUmcN2;n=K3h8Z?2t9=D^e;Pb2}?9kC2JtXb|m%@oVkGUyR%-|-g)Ic-IcHkV_
z9#<KbJvF$Hq&<b;&UAY+gg*EvAY5o@_7u5P)*0Y1ys(K#=+DXIY-~S5WszMBaL^K>
z$@;kLq@GHw-3^jqZYr;F$kpJpH&Zh7pe}mjp#<|Ws{_xG^5N*LT}7|0Tq;%poeC8Q
zeU1S+>g|DWs&Ee$EciD=fldiWNV^x=fY@LRZpwC9<8M;IrDwbN1+-avuN)3ADjs|I
z&Jh9-QFN(yqCM-Ur2U5qA{;^pk+x7gzg#jigtynl0?}_lmw&w}lO*QPW<@T^wI%1D
zx*~iV$cQ>+QB7sMC{`4<XTNfayW-mirpdbFN}&6#%5A_YQ`|#JAlN2L^~aO!EluE~
zl?z3n5Rg|4JC6lQ$829XO8BZjq^kx(6X&6)a}RAbX;C~!V35xw^82ozs#)J6;hLZs
zt@%hkuiGlorEU6D6GErn#7x|^*Lm1wOrW%33n#h+%YQc4lk{fDnr16Kqd2mXboH2=
z??i0CwoU`(v{=97Hs%gYTk0W{1(yM*wPP~ESdopoZZB#6vQwT8+U1+$2>JU-Y0XD^
zlcg46MT67Yl=N1Y|0|Stv7z{J&&Fh>5@fS*zW*3<@Oa2iLIqg~&i$0=>EJM<=VxC6
zx_ZqUlhH?VsdJboF((a1gK$KQ{g$t-pPC(Tmr%e~nkkR>T<X1{nFDNlfVEJ2n%hY7
zM88k`7UEd`*$uVgYnRD^Rg8yk0-3cGKHuW`x^qBwa<pIR;eXgsGV{YTW1wzs^B!!i
z?&nMKz0+|JM;R6bidIXRJin9dxXq~Ez+^78@2I6b4E*9rI=JJTK?t&103{jjmdh-G
zy$^<vZ4cSwC-V`H4$yfhzyiufVdhWrV%C+l2%D1Pa5e7omW*&h$c(|7sz633@=M0W
zKPIi%@l^ydw1mDJZCpm}BGcY25^|t`Fgf9N)wrZMVV4pn1PYL)!lkd{$W<uOXzvED
z&8<U?LbzcIRyh)MG}iG{pI%RB4>_l)i-aKfffnFD9J)?{uNpJJ112<`W!x@J)07eB
zG9|{Mb1J&Tqu5UWzEc#Lw6d4Pd>MsmM|8WJnV0GNlFsO+8mxBMnYC;|F&8%3GhHbj
z5T&e7B`oN!46G=YsmaMq%?KPygnPVT95|aEO&YHCM1<xXqD~$!J3^7MWr83J(E!YV
zQIsA|`a6hK@N861mR}=L9~Cb#48B1GVP~M?3mf8QOW-+<7K2UDZOHO&M@+F!6IH71
zRqjGm5sSMFB(5w!x05ro>~B1xpM-fS-K>z=zi?F1VMXGcY_hwzs1Dz*cGe!-x0m)s
zHHAyVfwRm6k5z?1W2)?W<m*v~E~#+=p)#P3kSACcXz~aZ;yLCoqyLohTic<MN8S41
zNxMllP~gU~ktm4%V#mV0%~1G!6Jr_mQ;<c>wh=RJXG#g%Z9zA+^fk_U43`lI3643O
zCAic>2@tmP{_`ozCj`ye<S%nS&SZb6a-E(A__tGSz!9v#Pk&iW-D!^?xp>XzZ_UR-
zO6>@EjU)W=r6iAkwCVB1TZ5gEs>45#NAv82p6!%jnIemWAnf{J!5>^4ASWK4V!LN8
ztmqz03VDD=0Kfh!Fc&*DlJQg31xmxhQ&I<VAJ(~P7xK}d3lXxh)k{En3Ev_>0_oP6
zEC$$XVT#yb2Ele`T?4W8XUtg*LFktY%eAKVP~C;oKA`)R02=bfvDUgDK&$ad(%V#0
zv0q%JydWeO8SCyGRav(aU@_e%*%JJ$3`{vvKf$r&!{Ka>QNMLJ8a$B+G#2OD?If*Z
z#At$^N|+)s&VH*SE^{Qnfv}fW%iHAH4~@v98};D+{2L>0Vj~;=btU5bE2}f|s~T$C
zX9wL#sdz~E>?F|pEn<!ExF!E}jyTN??KZJ5@np%7wX~89S&H)ykoQl9KMX98RUZfm
zTI|IH&;UXLL`}FNlf=PayvnGtR^BUh{1J_Pq}0LmrYU$cU9q#bHPp3$a!xapAF}MG
zhiQJKvc(<egByx%BkPu4dDS+Svsl!H&`CugQZPtjf#Xy?Zjie08~hgH;C`MZv+;F#
z?9%!rT<R?$WhFCEV_<blko>Cq3q(GGU#kSnZvZqOv7=OLH)&O>B?X;_Qp`=G;TmwX
z>Y{9CRp;19WSG<z3CXS8y(|}BRt&n39Xw8Xq}EKCdo~x1emV@|Zn_LqQNofxmWx!Z
zn;3O2LM<0was|6S)|%>bLgFyi(a*HGd+dBVX1_B)0lw=^Qd30{(P>DD(427pq?B%}
z^Oe_pHJ5mLB!RjJ=1Osv?`Kq>5%z2Bb%pPy%5MM&=3GQ-wFZ`08#eaHC$)M?n}`Xi
z7c)r9t4A`jCu{}A1CMZ85v?ACgA5^4XNz5ZHDb8NmQ-h<rAo!<;a?T;7mic1UVXu3
zr!QL`9U@Po&Y|1IGb!E+%OB;(hr;sa>hsUANX1D-ZqY*o-0}p>(ToIZFQt){t&Tj`
z14r4*Q&QX{>Hwe09c9NE^*j;rEQFA03_R`dc_9^gwx=Gh1>>ir(qyvvpSoWZs|-8Z
z#+(6h)M|Dcprn}4;zA5#H)3y~l_NB18C(GWa&oxj$Bbx;GbB<*(XQ3+<?S1QD^*?c
zAW&+Z(a&4m4JccViSUHCYVM$Z7zLUsXGTI5CyT9h<x{ROTrrf7{{qcl?4yX`F;(5(
zr+yJ_c6DpIXYLd%4z1+l3tu!!mg!2V7)0)1J@eUl(|WzT+H61y20T?0wqCJ_rV?Wj
zx);MrTW9Fv2I8j>*Q5Q|69Fm2xQKkLbAC>-eJ(V5R$0S7^dmxJy6-fHRJiFS+>b%a
zpa54<_3zDK*>yOs2D8n>Q+|F(1)s;4P+YRj&(T&E^&}%OjH-HN?C`%#?bDtY@Iq&*
zYj5tFJ%I<W<O01Hq(2Iqj|7SNO*r(=AXzAIyafqn_!_Do`pUb$@YcC<;^uV<AuOZL
zPY5`+*adB9xakuoVPql&o+R<(0DGIuINEvL@!IL8I~*wir&jW#J6v)#eD(3+S~PP9
zc}Xl9JSEx;$apAEP(IL`1dTxar#Y>=pB)IdIl^INiuqXhl<ua|+_DHDorXNJ>TzOt
zdCRD{cu+?Om1W$-U@45UjjmyN8}{u<>(A3f!G%_^-=$=3geh{e{1djYQI52?3w8u-
zqJYLo`t*S^mYJjVg%=QshCTp;;{81nnyv!V)uRF?10<G}W}Iu*zJR2l2<l!mwfUl-
zsX-)Yq@LhXxqm~KRe&^ycP3oYc-v81LJt4R@HsAGoCOt0Up}h;p}PftG_$@pKLdKR
zHDpB&9m{A>)N06LMcVnGjIj6(!DqH0WsJaNzH|4He<eU?SDc+MPP2%GAkCkSc|f@!
z)qOS9wXi^r`cY7F8nHPz$ohL0lwwu?l2@yD4s%m&gp96onJH2mw*;>pbfygNE;KPa
zaT_g$V}As)#vVkg!Nkh#6%tBneA2xOoA&PAqwy2Kgz!k%dr|)*k@`r~-*mbE3_4Ra
zy*#}vJ(ChW1E72$DwL6MAQVNQCYUQ&ATK1oKSQit<FF(w3@?-q@poWFSYo>dZ%zhh
z_yCT9CfkO|ng)P{b(FmK#`90Num7!B&G04={^x+Cq8L7P(?bY3WfIy2g~EY#xyU<w
zJ84I?CKO5-@nSt==rR96V=JJ@I=lr3)(Yv8c!=81;VYgdup-|$!sYcN`yj>tDda$2
zR88Hah0T{K3B|we(|6%KobE>TAhD%0N{U+#2eR8y;NVP4_<=a?U!7koRN`Ow#Mcve
zh9uOKg+z`8Pj{MBDll1OgdZ2Fy^in8jFpPe4)0N@!pO97ZF*15o&dkd35CA*uK!qq
zeIyD@Z+2#Xy=w)rNGv{><~gbdY<!<t_0=gp>Eu^!5yH<W^WOOC$P%e6vyEHwRfh%J
zd7d|UHdha20-hntrERZik7k8p!J0)D(8~NA4An<#zKy?Zk_~4Z<Gw4aASoT#tq2&p
zbQ@)w@N;WB;ymBoCY|7YcdoxD(4izBQ&^pC@nZTcYk4T996uT2u26d9kNq3~)Kn<^
zNKH<;L2CjSi}@)7RGr~QJckH1Qj~WO7lWMENP*O7x?3po+}AB_9IaRqEY6R}mU+62
zD+#tC&i<3w3ly?SJ>cPQ*YEL(V4g;?ka2|ugNtLiIrd_1L}QsagV5i^%v$N$YG71i
ze1o|+Vc8NE_svC6(AKFXWR;J<8~+Yb=#uW@c?orAjpD|f)=@zDY!yE)HEYxJnJj0G
zxd+KA`2w3v#Jg%_Bu`h0>dOl^D;>rjbtUR<7!%W&@xe4t8cW~i^3khThTGFULmOaK
zY60<k@%pEx{eN4f%#42@Xi5s5j&G~9d6&v|RTr+3;f#A}sp$Fj(09xJFgpST8s2wL
z_3*pG*M~JO>GZi&EAB0YtE2jg?zzhb=gI!Z>8-<acK%hJ;^$68pgFJ-fYQ#nY{r~(
za_ih^qv1$}+M}RtVimLoBj9?m*xfJ0wU?_&6v#?W7C5WCr=^nw`wd7n@eL(MVWJD-
z&HYU7j3T?RD6=R2W?&(#>X`x#8jIe7zNT#<-rd>LMxS-AI%^c@5mNZdb@n0i`m{hk
zo&NgCsl&m^HwZaq+|F>5x<`4=1jDp=jRbk)jMtxpl+WymYqk&lwOaUxV92~6bV$*5
zPEsjt$^y%`^-T2%d#NV%77=454d*A|x3)LMRT8ug4#m-|OsOrNiKbY-C4yK%=pQ^J
z2yTdRb!bmZ6rm?mp|ES|jWK=RGWM~17m)G6@(f$vWayzMt>U!b95Vw(Sg8#-Mjan}
z0@h>2<1CJ0`w<79xpg7@XdreN312(R?pggqsfzQO7@(F;-6BCfph=+Pw1MsVCTZ3z
z9dqn{1BdYnuH!bjw3QLN-k#VzxnsApg)F`cF8|pH@V^F~;cuy^l7g5e(c31y{j*7d
z%W7Nt`J^-cY|^1o5U}YS4XK~R@jEvfmhm25>Z_PPx@R9H=<bQsPY-UzalI-~2yAzU
zL+P0HmEE<TS=Jx$Qb4j*l*AVJ(-!k^6wkZLx;Eu8nq$Z0bp5izl{6by?>AF0t-cRY
zIdX&c3x<FPq>LcSosXR?rwblL5NfnE0W@X0FS6%j(y(u$8Dbk^eRnlilV`&B*(nU-
z&rbeTn?nx{rO%A*26O~Q^#smU4qFVYMCe1BG&3>ooy}<K${gzf7DG0Gb6jSb27C{c
z%>lW9Aw{Sj%~dO0O=w(>I*tI9)Rhfp+z5u(X~m*uV4dw76k(Ub_hWhi`k?&Sek#W9
zrXa53_Y~>xB<#?fIMpz{T-Tp2fv6zO=0@n?&%*&-bN8+7mn<$Vb=#^GC{DB}bxtC7
z?1@0DNit+O6CJuM44y|JGUi24LQ+*XXTVaJBm1h#8M-<S@pB{$);$3d{VlHGD1<0N
zW8eif&#eXAaIufco@VG#CJj@xyO@X<IbXcKKJH#W+dKmw?*4LlXNPnAX|?#s6PcO$
zZzdt7AW^=B53_6+TADd6a~CxhH&L2@+K!_sO;#q_33{hsC_wBoOtj%#g~ROd%6xYx
zp#LJhDDwD-zUwxgn|6txQk8hC$_YLCz4Zwz45dJ8C`HkG(8y2+fTrCJ1X`!OwE-9+
zjpiP3m%a-8fZsWJJ8$uKw~gFGxQ%ubb?73}bdwpgrh&O7;dZ~WF$bvQvA+Y?C}C4W
zF+#~}sCZ%46z=YLp**6Plo?%_CC9miRoz9FQmuv8R^ElyU8aTx2&}2t417Oc7TOH7
zRyY}&35i{&aMWlFl(9(_;^1y~QCy(XsEUv+#3etwhUZdh9+zk#OY5cm(^nMr9(;^m
zX(68cigIjx?&jMSLPcs7{pNjN$z1%3CIEWgPa(9Gn-g;jIXq@<1EPo{_&7OGwRP3T
z0YzlL&2pVK2}-)opZOq0FwnsuI>tt6=d-{Whq@XJCA<Y!>+K2fzO(J`qXg5`dwi;I
zk-Ku^?+f<dkt*yj4Dxd6MU*wycy0nUIJsTtFe0Rfuo=V&=WgMzFQz?%fSp)co!NY5
zo}`20`~0N}#BWVaz1dY4Pou)|=^5h{u!w$E?7c<sQRN&1{olv3VdTgsZ+sZPQ!Y?r
zIHT=?flCvv{YPz_Xc9^S(+3)T8u$`4yh0!`%8)DYv{In-eWvQQNSMje#-wc5#*Qxr
zmB3~RHZ_|GUEy_07sfT!`nM9?KH6+;8Uk70C&V|JQP(<mH*g!z7-8QV^+!oCBMZx4
zU_$AQ1oz;>H(#QpQRQ85IeW+`b344gHieU|NTE>ZoT0n%W@*Wd9Q-C#@^16`dME(Z
zM&M@U<rR0SCJ0_RsOmNk?|(4gZG~{^Zvm~89E(4zcm`-Z;poT7BE&xxjhG-<O<df&
zsssu*t^trNx}lSPHU2Z+4e>-%ZJT0Gk(2zisSu54<zo4^=m=PWf~h_G5vDClP=8#K
zoP~U|M?5T8i2&I=gRk2eO9yn<Om1i(W$_fe*J9bGfD6fL8goQ~d7IOMjG$xYE<R-c
zn0~g=v~P?x#)K(E#V!47Sesu3VffTK=*_XNXI40IA6DUOM!%Y8+b?Kv4ja|?Ci0`S
zm4W$hENT(S@kxLHM$k=~FP-or(B~39PyA%9Z*we>oRIi20)uXOkV?riw#vrPu7ZyC
zia1ie1#7n6Kgye}6MJ7__~^TbtwCJOw_ssqAq#ZuNz!>a1Yu1>`-WZy6T}?Mhx{(H
zg?cE7LVYC5mmf$h#yA6n++P*?U-rvWnQtrS9j-_!Vt(#FlYik;=g4^PeSMhe{e7!#
znv|kMBn|__@-2lc&b|;jedeY8_nG16dWL{a+=#6}2HGsBRs7jh%ecqt@M#w~sOH!3
zFwZGfw!_o*b9Zf0!Fm|&-P>NyUsH{v6=B9MN1;rI*bY#0Uc%GIc7v`>Tr}7y%j=$>
zKHu1l3~wf1hq-D;B_87_WyS~OSi<){bW87(JNs&uYdZ4LmLBjEA{ffCiO+=DY|GQS
zF;b>a&yZR2duJA=%B)fZ7RCf{mFe{hD&{B@sZv2vhEgu(M9UT1VKZ^!rLDWt7vgsT
zhECct=LsD0kojTGGw^+hMWl33P=~<hI~S#g@PI_DaJ841zR${L{I1I6(|7HVAih&!
zwirC#C#H253$TGWM<%>tSRcr-H<?MLDXjt6r<a3MxPbs07>eENNdq^L#5@!Vab~&B
z{WC^m!aw1wgLv<^wi`PN2s0T{@;;CR^MIKqh5^`N24Jc)y`|}#nq6FDGVE6Roe?Kt
zpTf4=9ymKj;OC>F%M4@=*CgH5%AkB24X={>E|G#H)2NfCDj+v{&?E0tu@Q!yHS@8R
zX26i=gxUOKZn<NI=^@<7w4m#34W+AyI^ZH#k*YC$y3Dz1IB~YpJL6aKyQ;82E-i)7
zEBs~7xjj=*b2<u$m-CWqO)synuK*oh$L{Z~n~!ouCWgOJ@1N{i4?RT7TXwCyCLZwe
zAw!Y-_~o_M$mC~yv8caTAOk&VEZ5HOOXo9A#{DcqNB4=O%($D(XU)NT%uX|9S3_cy
z%<h@nR6FpgB-tgoh0`Z&v-5}^N*)NMpPP)<Nnw6;21=6AMCAivyrG;Ts>Uo@wUR2u
zjC_Ff6cdH=Xn~TD;Gpa@>DBg0;)FP`pbc@@%yRZjuoiWr;quDA*w}*tTXaWMI>M|L
zbWGW9AK^Tl*SGdY>7NfUFyry&&slfBlpZl|bEsagb{?XM4IU@MS0jU(8JrjqZ)(|@
zDY(_ore}6nHVOwm$Dz)3QclsUl8#btd*4pl5vUv>Va>=j<Dz^j@$jJ<`Dxvtum+PV
z?gJ%x?7l|fLByxcVbh+480%58UijIySGhF(rMkk--76fgWg+(6?fX%R%=E8jO(}Uk
zOJIh#Fre_Ld;>wpdcsxVCV6c~4IIf26*NMH8J?HSNpDhk{nR1I<XiF59f8{u6S{_#
zrebH4!{aXEURx^Dq}*e?l<}H_X%p2`s&>LuwVgaQOpS!B`&$7fl6|h>-1L`cHDB6S
zCK_rN)WIoq)8E6+H&}72)}h&82Bx@69K!%E26Z)pcoGPy6BY*b7P28E$^LSz%X})c
zMX>PX8F%(EQ{uBiBb00ma<F03%QOpKR2%%bN?3j{di;P_7*}6XkAE_zs;B$(g3&Dx
zwQa+Pzfc+WI2g>-z<r9-m1ZE3EI*{is@)mtb9W{-+gR+2*o`g*Dsdv<Xn@{=BTpFO
zCuxY<wdQdC%Cp8^Co-mIM)X5ALTaJHX=@&$cC@46_bc61&056`c$Z!1ySw0{T%Co9
z^{?YqN|7&;nBk54p*Y|ci2(8=t}2vpA3wb|b>=sT(BuvIz*iFJ*=apPwQ3zC7WR`6
zZ9Nc`c{y?9U%K&}WTGxUvLvKk7wlgMx}{%hPjMrPmCsf+ZGVeQcbRQokUX`6bGMUG
zf+z6+JwM&q9pGcS&EL6?n^99)J3VbKE3>NU?+W2UYxv5l-#dKwt96wr7t<%Np7ufP
z7RHjWQa2HW3*V6gD6$iu+EAsZrhzMxTfqrL7c(+<G=v&vw%I~8e`i%4!<g`@CY%c`
z#16TVGsKVXXvb7LPUS$l1|eC=QXb=+bcdLA3U@#gjQqIa1u**R4gm`BJERkdsezau
zU_2KFA*T8|brw^hR=ztncyWvmqesHe!nbP!*%xUaJGd!6-*nkrR|XlB9Fn65awcc7
zM50YDE7hB;qC_~o>={r?rn##3&Sd5K+$7NQS&=vVF2&)Ua8tKP-txhM5D)=wMT$_s
zZ+=R&KyDrIqDOP6$exgCODjO!224kQc7*YBspT?4h(ihU1g;G*42(SbApinjYs|7U
zz=Y)szGwo<!G~6UyPgG|;A3_kzzb4n^o@hE;i@>$59tP4bYIX!I2lF;Oy)cwnmon;
z`PzJGxpxy;bov0)dznrWOy1?UnA*?PH4&Ka(mlf6fJ^S(^E=ec0);;}30Rz5VPRL9
zR<ugL_SHSNq&Yo4&b$D_NrK+K_niG`c7chB{_hng|Jf0Q0pf5MS)pKH(^!AB+NFr~
z)=EEQA>G1R81*Mip=-LW^a5Y+^|a_`ud8UQ38cNpv%Ak7(NdCY=jp%hx$;{-@dDl2
z9an+@$+KYNHA6I@1`s;cFd%>iTj5k<UZMm?qU+0Hpb&+Z%IQcgiUCp~K>)2<&dTc;
zf>L)Z((Q{dmbj#Ut5h{ba?DDU%n1?Ws|7OrL_ZBn3iic=B#J0u)sz=TY221`Idld2
zG~dL>ButRSkRP(jGX+l>ay+v+QD}$otvQ_9ZuQQb$nrZ3SF_vRiklA6vGiGORI}lP
zQinMC=?|Q_gBOF<8)WWgrsRqcZ5OKGoZR`LjUbhUYmUf)em70-(HUUn_CA+-?nXuZ
zE@L_Y%@^O7G`8$<TbpuZ>me;BJWXCQwC4J`=&-qJ@phiGs++OR+rv9>@SNnW_hRx<
z^3U)uKFA#<@h2}Sc$?OBNK5J2ckY7du)XZ1fnE?#!UYG1E@;kbS)5?w&vKr9jJUxj
zk$>^j<D!7suqE|8|BYMxXQa<4Z)A&myN$CCIWLt{tjljM%7di5W_n=?3z)fl^W8nm
z177ybz+Xt(upJQ7*Bz-Y@j;66*nJ&YwWQ&0dEj$iZy7f<55QtW7M1_|jWN=Hl;|=s
z{mpTt<RvUY86cK+k=0bbp+LafW)w9YKG%cBB^PCU@3Dem#mi}Y+$(>MtDS;BAP#$E
zt378S=jlE5)NCJd2yb)lbMdwci|Z>z(s9ioMxL875#vulLAwO<bMpP#0o!95j5Mg3
zBZ^|QA)iXukOJ9mjR5G~PN)ln3Xj7mryuyp{{V@Xia*lEyPVgT_8s<%U~!=-zWIFl
zx1W<+S%p5Bt>I{eC&UP{C^uj)D0)4l9-lr>-Uo<G@&o;%P+Bc>ZD8gT$D|B5<+dog
zo$<ftLz4QfsB=eB&Tq;ul@%?C(4JXu7udtS&A$=u)5+nV55+hmnwt+Gkj#Lx`?)c0
zp$E4{G&8tXM`b5jy-3FdJ^b#m?JMdc>7J4W_O}XyiTy>NAKjw5IkleK5nAvhY0r0T
zMZv!D3Lq}W6h<iD=5=cd%%7~5XFPcp@wOVW;opnRNBJkyo6W;tY2mln^wLAT-NF49
z8&EJ9o~V-Yi<5Sm@VJ%&a(|mUnDAsnT>A!`wXblbR7jh5+rnRZ?x`}D)GAPaAmQW~
zYDb9uz#pqI=4Vf*IL1y%cofCbH5F+r0iCJWDu5d7Go`sZS5e5dAXXe%cPz&jPMm2#
z8ZEBFG8tK_T}1$1_pjM-@HY>YM<#(MR+N+6xR<jpCQ-!LWgGY=+N^WcSY12-Qc%>A
zjDP~Ok|)VWxY{9D-T~Wr12!+?3ngc6S<7?BXG~b?p#d}Jv0-4<bBov+Qf6!KdtZC-
za#sQ?+Ax9Y&k%qmd~0@rG4>)*tQVA)c}t+C_Z7H%=IaD_It@&${$xio_*P0GQEG%h
zhM4bTPL$|Qrf>WxoBRN$%`OOruH&Hk>t(Me_6qnD+tAEQ+v1mwooKiBqVQ2Z&BXY3
z-p}yAQFz-SPI5l?nY&6~Yj4+PVNO|!ibYwGz|cFex5(0|XA1%{B=>j0@vfv>UXM==
zx!R&eez0nz##MND;FLUlp+?15n;H1b&(D`TpV-w&+*r|{&Czz8GsO(>lZj&&6gOyY
z1Z`AB@d5x69?A8lLOLy&(hr?@8Pz0}z6BKUNz(VKW%{(%Y166VmmnsxDWQwh7jp=j
zV@mF2R9!asz4j1qZmNWz?fGsKuz@)(S@Pcj1XW}TtpZL8L40y>;vti}LhD?DsXn)$
zN@b!)!Qj7wrZxc6;ql2%Z~=f6U<9L#3_%KCR?#lG)G-#iLA{ze>_CGmV<tJ}IF?!x
z`DKg&Tr|e~7?CrHVLPuYZ)1i;aCUblQtOWGa%^FO8pS9eM@3;QHEgH!uS%D`uNg5a
z_cJo4JG?x;1H5R@EqX5`A7$omwgLa#7fj5IEQ)Vst11A*K;b~%uAX5@g5KyM-Z21T
zK!18+TiV2;s%*euNPP@UHB8_lY+58}N!)RKdN>1WRvyXP#uy4xv>xAugzotKUQht%
zYrOgQ2KP~V&B*X~P0b?azefd+(Ck-59dn*tu^A=TR}1cO=3+&mpT_GLmEF`;6Mc+T
zh-HR_mT;E#WLj0%>3UwZy$D-H02Rk3U0&uelxRN0A!Qcwv0L~`Ta0c@Cy6X$HUpK7
z&hfz@+{`otm}+c49mpv`?DT#Q+&y)W8yF?Z#clDRR=d6`1*DB4kH+1cVDM4Rr3|^&
zj>V<uLtZfL(zModY#j<uLssgqn=Y3m_!}E;2{BE9+sivd30>R!MqVEjZ<Z9O^xHP{
z--AcpwA8X$jcdQ-2E<7JQ4aa<$x)JPj(s~vkM5!7C@fWRWAAW{<w;)GaI=O;aK`|s
z9BUzn6ybP!nDC=J``AzLUv#(BJWn^=V>%mtp@m%T7`es<dk9n~FD$U7447*oLk|{y
z{VXDEIxA+GHzVhPSJJS0UD`G>QM!#rbf%6*E$4j04mmT_#4I+6a!juQc+VJQicpWa
z^YVq>9ObNyAp|KgXzmy7yvudqFU>RB#ub2Jqh3nZ+}eplpQ}{;Bk3qt`MVRbL4oEV
zxgY*}yM1xOSXXtgo)dAnY!9HwQtI!N;2G&Z%Ip~bRf0E^`~3F2hgtFn9matg{CUkW
z=C=2J)vHX9OgfCvTL_9-ieeZM9EX}|4B|_YW)vIS1M#S`C!4cJ{dc)eEC$mt+dABv
zOfaUT`ANqy#$`Uu>b-5Ci*K0cvZ)d#L}A^bri}jO?bv>y1~;5}K>oC9!xv#%pL9_M
zVQ~zsm!*}aJ;M5X1=(gP5`Qr~ETp{>;)ugBMW)Y1uT;W}3Ew9rX2LBIHR&#E4dN^=
z`&WR1J;g{Kyl95SZ?k;1U?t7Zy+Aa$Zfr4F7b?!6H!@slAmr`6OgVTNG=6+A`QmhI
z^!vSi_E93n{`cW%5zYYB@uyNO^Lshl1Ti3^ATO@*brFuBlNVu{>~&#SRkh@Yio@*A
zXjE)k4tw^FtrNc_JguWHwZ9Jn$TPSIyQ7od1EJQ>I(=5(RX-k;H)+Fr!}}<T|MyD&
zDmP^5PY=`bRwFDId~*VFD|G$#`l{}>Y`B2Zm0ShBguykNTg1Rtw{ICI<>2{8hg7<C
z39x%=%@IrrZY;TzP_XsLl*T+}VMtFWcSAKS<NnE^HA&v1AzMJuVI@1}yTLWD@fbRa
zvyvlD^jYM0C`Z#gE!AWV(7N2)DQ7atiPC^m#a<1wT9roI0=V;bf{H6l;A1L<4XhH3
zWC3LKEZl~u8eJbZoWi3Hw+>u$1dC+8k;;`^hT(dL--^9)3%-6y4zC5fcQ5E(04@4<
z?@i8!;WYc-<rPC&4n$xAm_rv(htTi{xRz5f(wUuC3+if-7~Q@EUI^W&iK1%J*})L<
zmiESpIQDwm^z~~C3Zf1qhWmlK`l^L5E5TtQ?DK;0MI_kx;u<l?1s)1tjY%d{;XwRZ
zk4P(wX5bDu=cY{V{S5I)?1kX8Ins2n0kb)j_!afrt@D#E^@=sw)^iMT%JX7F_T+Yf
zs&PT$$@OHk`3#YXB!$rDxBHBOLgy53&Dz`^xfbDKxh1>anE-~5!fqC(f928?hb-UJ
zHh+|AT3G=khxgoSN2U+2bLxtu7&>wt@qLU^6N<sgxR=%(ZK|JAez`$@ewj>Ki@TY9
zaRc8SgNWpSQ?HrJ{H^@@^+s>s?JGp0vXn)-K-HsAi%PnKvv!S&nrHv6s@r2aLkAUM
ziK|)G2yEebTg*jUi>MN8tdfq1YCwh(yBW$(pIQkca0;Z!jA=&JKp<rTkcwf}k6-s-
zbL06IGybHQ8=SgGdxQ9^Y?$gS(&GXA4%-NdwL3I?vO`JpMe|i!3{xWU#uWir^5H8`
zR4ogiXQcI5D0)D^XBsx`f-62FajEeCcz81bs-|lcA1(e`?IKX&{Uq^4tH1Wd6&7g8
z8%wl<F`MnX<h~ZV5=L*xqZrvHrkW^m3YmTGK8?lcZx5C&vAXecnFID#nHj5zon%*2
ziwFp+E%P2z*&nVFnhueQ?f0bKh)~3q5XU@-;-J)NdsDy5Babh{jR~OwIQ9G8)<*{K
zv-yq^OOJhwAi#YjVGnvlPqaWL%s?v7(|ktH_%o3-UW#CQZ!)w^avOefQye?|aucq5
z=|C~5$8U#l2SNcY{Y8eZ(Y35QuA)4QK6Nwgd5J5B|1%qvjB`h#gi3&l+haNt%|sHd
zB4Dm@2P1=+U27xc798T`ba>si3ufsWblpr(HsEBj7v|RW>Nc+mNLfv`CSLQrNAD%G
zuj2f4><;t=7fAcPCH7JF!1#7&-ak>2Qq1SKbnRRDBE8EYloy%CbF`X|^7MHrT43-{
z2M`X=>FRf|>ee2()X=Fc_g?rYT<yyWh3olJ@8L?<T=lY2ia>e3piIrn-CQ{I<c2%Y
z4ungs2_$<H!Pihxg<vBneGg}`$^^2OANm@!7+m<fi%t+pFt?$dxLC9Y^=L;9d+W$Q
z)FUYzh8@(d$^CKs4D6aZbex{Qg)fAb3#lESIm(dSy095GQRJlB#$~z$x;CxY)&4$e
z`9&-k*5V55JqvU|{W#gH<*ULAPtP|%rR(%6xLyq)vvHlpVT>t7C2D7&<Sk{t2kwXp
z{R-z<`zP5K=;)mJ-W+}u`~T}eW@4#Ur1$Pd7N7;@1{Q#T>k}Q_1_JOA02_YqpL`U}
zGIIP47^U9w>i<dTQr&1$pwQ{xWt6!dzG|BVu1Fz=(4z<HA{veOeTv#7ainiNf%kkm
z%d*;duKD6*`vMD>qfdG2>_dX0X5X)hB4pU#bI5^ACs}usxDNtBhk47!-mmA<-2p{P
z6N_A8;>$xyTMVE}L5sk(rjw!_;VrxX^i8uUQFa14H=W4ol~&z`SStrLP_e?Mq?)p|
zc!Mcs(N17@m!8~=Sk0vX#379)OisXGgmYVZX~Aw_8ZHyd6g3QlT3XRMcHn4RcC^~r
zymJvQ#9i!)15dGimb;3ub7nRGw5}r%GzLS4$H4(DTEIo7^hE-Ma<M6a*j-5#Jc?nh
z>0;wsZ^T1v#vYb{hKhDOw)*eTN7sv`*0qXrI1c1s%=aeyqv)LDU#KCH;gk0t)F9n?
zq;r=y?Tj0t(E3VglIln=wdZz*#JlQ<8W>*)MQ=;t?rVVJJf<DANjfI>)>{6kA~s?K
zD&Np$grl#0wW*C<l)Z!B5ewtNbQ~%^#}Bvgn>ggXf&LRI|HF9lP51Wp@&9K#DWz*~
zYx?Ix%0HW*{_QIbJ?$T(N;X=yKffcZYieo#A8SX(KQI2{m-e5R|Cfd2znmifk4L1U
zsky18@&Ek(f4=|EU%{tSRj@a-{xdc@wg300|2oV3xz+NYPncubPS`Gbm?yVTYMm|8
zqNPZm2OR+79zXnZJr8%|Tt<-MqXy&MQMAuey=NX{htY{y=rM`kwh0DA0xoG2FOV(X
zGEX2bKT)_XPzwQ%QOK>n9V^58^v&;p6p$kb?3h?2;9Dwr<8~}U_HhMpUGS$bpU=}^
z{z9lpf6|%A1&WBnb4|&CPaBLHVV>*$mJUUqz3)%U>7b)D#e%~ozOqr!@+xz2N!*;a
z4Xg=oyZT;qJ_^+t{+*hMtolzr(5bEKO{WM9-gR4Z@crpk-5R@>-`B~S(`R(C0plkh
z3#O~dqwn2F?NHNiJ4E87Ad-Hu#p4)o4ld(89%S~`A(UTj2VcdTmRi0E!TApe?h;N}
zIQLkE>2{&E@^@84U$^>s(mep1EK?f4H~No4XT~>sy?+KyNWL?&7ynNQDT8faSdg!+
zKk-i`&q3G3B4rN-s5=_bp{NYernO0l$&RbWv#{n=_+@Ji_(uEOe`jB6rXol^)$;`v
z3xNgKlQt}Agne$$hs4%Nu05@6KwdZ?Cev4R<7@tKcVLdE?K<fM!b7wF_iEJBWkOO?
z@Ui63L17V8%A~EUgW#iBN{|)Bf^y^X9v*H|=>%!==Psg%fKq!IM5JBiJx4So2R#E4
zEO$CO@xjW^<X{`?Xxq}r+~v5Si=gbQLVcYlz>9;bdycBjI=s@=9O}C!{OCb5pFB|$
zC8sbcXH)h-^%GiEZ8i5sg-w8`axP-$aoQE<#Q9He_UbCB4^4EvlIIuI)}LSBE^SnL
z0aQ`<4}5Q$KTHAsg>seT8EirR56U%S)u%&0x{Vfdxc9;`r?H-^MAZ>P9SR^<FtWIB
zqG2jALN&b)Lh?W|{<6}0Ct>8_7(B0u_Dy;B+sN(r0W(LfV^7Z5(1(n>vht(adzY!E
z!x+Iw;jWsu`wzoP=H)2T>p8#OrPKq>e3s7nVZEl=h7+3IMT0DmZne-R8wJwOn*@TB
zWMiZ2T8NKQ*uGoqo-CWIk}VTeo0UJS_hK!OPrv99*Vxm-GRn^LTnB74DfOv_7M}t?
zQWQmCgzBflwTe?YAvkqE9JM+xH3Ji#Fs(CBAwizCO#lnJAU9$Qux?@4P%>I#wEr^h
zFL9H0dNvP<*bAx=uiGCNYl+xAu$k}+?USb}58%IxqFUaY<PTGcf4N&py*<%8@c%r~
z-*})8W#O*rl-OxIs$2<y&+BhKeDRI(2uU%d>V_Zy8RBD8NgEZ}PoH!0e4}d2F_hhz
z6Y0zae#(0zFL6uwaSSEp&(^ilE4B9%SkA%L(Iq_KIm6un5H^z~zB6LRk7ECSGebkU
z|F3{64uTHsIVQ}V_u3BD7rI2LZt4iu2L>|~DxLoIQA*j^NKE$hPljkz)6>fKxyByR
zK}pQLgiG+=t&U++p}73Zw>|Q!&=3@rh5+b_{62@?s~(E@T{#4z&rjc^FUjGqyqo!{
z2=%Oc`QynoeGe>y%p@D?IHj28gJ_%5+rz)=gz#o6dVsj5pjhV`j%{mZV~y8P?z$yT
zJ)Na__Q(NO(}Q&}Rd6>)|6u(oD%$hgjY*{%P^BC(?13!v__3rFV5nSc<h{xHFlv3v
zmi+V4^i_^8@(m2Vl~*}VbwP=v&)!4^wXf~8fsRehn1fwC`jTB6%?i5~ya@|xGY=71
z9!Mf|ZB8~BuuwUcLqK%m&l6msYw<Mesbx={3&8c1))w{<&WpIv!|b)}w-J$zn%AZW
zn|i;Jj`mql($g2G=;@PmW>xpuw~H;p6;TAb=AUH(pa=Fy?nOLMQ^N-(VVXlM{LmST
za-r|3?34M?rkLn1dlr6?(;+(PTx6GL`2SM<mh_#mh3Z$nEA!FkJAnfa>1MB5JUw~!
z-1p|?<4E*xG;bmM*|wJ#;_wz(!+6I~=iHNhtW7N5>6O*n{D=@%SS#9JHJDP#sHh_U
zX8VWj>5sO?aW<RlIrE!>LK@kblWYDqoy@h3!&e<E1{WtT<#1|4ku3+Dk#Dz*iCFrz
zKZndmFZ5nnT(3s7AGVI1I1GqmjligWA=nZ!7|d>H2ZLqvQar5kfimZ9qSvz;+wLDQ
zfFh87Ddb-{NjE(LY3{g$v<as;^B~<1<pb$pPNRxDFEc*Mm#kkJ3yEBh&x)UqVVSJ%
z1wKJYMW7CP?Idyw<D>;o5pS%DBukW+Kw<aee4rA_%05TLdUMYvkW*09+)<F7gFtQ@
zKLzUNZ2-Y)IN#{HmgS?A_1dW&8dJFk7PpC5d~b$748#Au@?tvw$Xf(YU!XGGQ~~Q4
z+@ne|7T=a0@PfI95au}qM&G9}je^m9*#rzmr`IiExQ)HuOUhB1ZV<V-vTQc_S4-U9
zQ*pK{q0e8eZ)7!~n_zK#GmP~8zT2Umu8hkiHuG5AH<&W8y19-7L~b9Ms-hFmvp8}}
zH=5xP6@*69kG>Ry3MgG+-Usopm@=|5F&vRfV`UB05Pu!07*E_E&=_oK(Chg{j@E-y
z*fQ~Utqq0*O<W4hX{cU2oQB02*1>Dq&Gkfv2)X)ur`Vgz?#HCCO#f=hP?8t>(^S`T
zh{A&=N<d3kblb2;asOJoF|Le>j&DR=E`S(ibLFQR2|ni6L?dv}|A$DLww9fO?UuOg
zu14wpJSvGGNZsEHnMsHbdHvpIj5O$V5JR_uWVfbD{0lmqn<(HCkBQ`_2030rEbh%k
z^8pcV`Z{9Fi1W>Kp(XD+Sxps0ivjtoffK@hNmBXQda*OZ@ZD3=>w<g*s3hrDgGrm>
zG**n0pns0B!MRvr96az;=?M)HE(k2qYuSo{6BDbJYk+xQl0=r;sKF;ROn4!5z4c^0
zeO)TL^6So_RXs*Q<{Yz-cyva!Pn)VqRaWj{N=LXWRe`CXhHvH-ymfnOy0$Ym*yA-v
zQ#!_j{>f087WNC0DCf~cR{N1!+ydhvM26VBtJ_^T4#tpbM~f@fRRY00{XEiyn&~-m
zgym{8)}i;`HEIYW^PY(~<XcR$h7nn&#+s%)N7?`|QN7p{T|KZD7d+b+@kq&j9=^A#
z|4AeMH`O}BzeHO~k)IL&6t4e>7`wWCVJ2NRYz)`hSuW_HkSi~}K>>|*%XHX;8H@{k
z(V``N1(RhiSBhkU>G3gI6v7f_B)+X`sSlCBP86jVkFp$=x>A}Q2TgjaLWlj{8KLbq
zu6Sj~hMk)@%X?k3tnu6f@T;Nu_1^G5inAFx{w_}&zKNawqd9vMJ1vHG>Kxq~%qTp*
zn!yrF=PD5g0dffh@&+jtd(WbcL3MI|FKUz9ORfBN*yy`i;mr_2`J>FP`;*$P6~-pg
zLKg4nGvtI(7pZFJS*p&=HR26A&O}}05AUY3b<m2j@C8WW0vx=&%dZGFzhq4zgr~MJ
z8|?TB?fXfMRm6J}w_rPP4PX}%8R4(Z51OOgYLKuE4}O46Qcptcpt3-sC9qb5Ne2pZ
z%aSe)<Ua1Vk_lTCWFlJ(Ki~gMLNv8NY%0OL7~wdmAy&4+F=A8glWxr3No2Ma+NTf+
z?n~fj?xy^tRfVH{LOQ7#vz_ByegD#Oh>W@FCZ!Ygn>r%C3W2<yh=w;RR10f6Yk=5x
z9HBnr^+xVZ_xfdXApX6i$6L?J$2L3z{olG*!%;D)4tyBU@z#QYrm$FqLl^a?;@dUW
zd~q`WXtK2^Vsh^ebDj`UpBf1B@7BT>pTFp<ndvE9X$ohuEZ82RBU1BKm>UerP%6OL
zRf^JUTYWj|J=X9NE^4huSSYXuQq80Qe{YR^6lVY1-}Fy`R^Uy~`iQLc7N{|>KNVV%
zKNVU!%RI{1weXP+09}&fX%|7SfrDYabPLnh4dKk5M~m0hbypSyQvQLL7EGiiIxpOE
z`DK%r0yAd@oIxYT)Q*gA8elCqF13Kip)FWHtSN;DI#uj6f`oGW4cWObjL62wNyiv@
z7}---G9l5}s+#wt;uTtzOrW?Egh&N6kp<*OcDaS_w)`rL5P~o+cql)cbEzVblxW=$
zY@k!hgA)#+1e@r%1KIK4lg7X@VygIAC-jkj<J<eR)S(l2->H(S@aYn;mF!cghGMY>
zGa(E3;OAa0=yqcjbALUQqNFqVMol9c7$t1zl7mi9ca+r=xss%PAmJ#Vn2O@UGnK}k
z%PYtNrHK>3*XKi?rCX6lK%da4h4*Iuqu85~<?jT*o7DUd3;xpwl~Dr;M101b?zr@-
zoyd!uPKi?LYf(xFXgDAmo7u~#XMvH&>#6UHrt><RIitCz2&y}*vbUY;zvQDi0vO(<
z3QkV{E57i;8{!ANsaI;p36?}S2jUG~8~-A!hTKgNMQ*QgcV}hoaJCFf5f;Vys%)zr
z#)5Jcr3UxIHkB-UWQ2=&^f6O`v|uHSGrL#kSE_#8+TFrJaLh;CFuTrNY8w<ig2Xv%
zxs`@m;DlYs1wt2XB62qAs4Bc&SLVQOkyn(u%{{lB3>Ey?R#{Db2Hk2Re%tANT%)Z0
z#)U?s*fIqHqaFAMrtJ2s@++5IybI0%+jpk&P0IDLO~>)~Oj^9<6W;Ptf=+F|3!T>T
zQ#WqR=|`^>lf@PhfgmR_(BR5s)GZLD0xXQ0imQB#bLlfgb&@+sMW|TGX(s)feekl7
zvah{Hw7OroRKfRs2!2Zmef4sfDbEj)ekP@Srw@ve>B9*9U)6Uhd5%A<cGv~9s$@1V
zZj;-b<L7IpdOtuaK4z|R31C1rztHqUj#|tFDoLRg^%<<{^Nsne_Bl)?&`Eb!@BDO^
z6`#DlB=aAe8dqo#oBnZ{QeR%gByQ6bWbgxHfhEwAnryUUQh=ZMH00K#B)9lJ`#uyd
z`$x?t`JnRWEE3L<-NJIMzoty?yfye<;S*`<PjDmb2)CnbL`Kh?`OpPTk!nj};gZ!!
zEhXxI5L91ZG4<$u+V5HVHQ<@uJ;+nlT4094;dY78&*!O2#pN!H{t#}qrS^pod2zuC
z8fm14gi<n1lTkRd#oQ0^(#Y#oM`RIrSY!v<BEzJD-gX)uf9{tF70qjk5%i?l&LyA9
z{XOMtnr!Ghy(f%JAI1Csn&kgV9L8CI-y{zCJ5Yh734Q<V%*Fq2W3K%O3`_^5w<0Z?
zD7SAW@Gce>-`$R|Y6E^kQ4Ay$bUBC~4<($DYYHkFz!NKe@_UQ*qfq&+jp{Fs7V*#0
zYma|gL7sx$Yi&C*Yc|9~CfBr`p>A2AWnN{IF;Bb!S}zpJZxawHd^5yw;WM&T;I--2
zWFA9&&r)#CKEPUolBe$IiU?fj3Zne?hWJs`%J6ne#6QQV6!AX^I^RZtUX04~w*=kR
zTY^qBm6hSmNfz!CsgCZ|H_X1uq9>3+kJkat^{R<z_i$F4e&JbHX(t11=Ag{!-ll;c
zr4H_EFn8Lt#Rf&;g5h|f!a05YxhpcowJ!4yXtWq%T5PVstZ<Y>?+yN=pzU9Xn~AON
zkGzHX?USKikskPBSTY<%9;OlI3I@i9krzUrc-Izi22cq|31Co@HtQQZ9r!Qc6rdeG
z#heQr%Bi=uZ1xCL&-VuOQ5g1rOaJ*|d;TO0L(^_6K?}1^2d6WBzP6V$Ck;<47YCQo
z*!wLP;@Lx-hf+83r(QeTWLq7TS<#KIO%@{J^x?AU&7f51=~<a5woVw7_Mg?dem`Iv
z>moiHcaJM_2@FljVi70Q>2GbxBX;7qfYSOtxxY(5&=c68nu*6+Zt=tS=U3Qj>i|M5
z*bOXLGhAaQ1Rx3}et!mksVH{s&}%@+L5W~{n~=P^&v?)`qlkG4n)R5N@|FV<)}HE(
zp&$-Y$fM!MK11QH>7!x*q1-<Qn22cX`a#TUGRgW#q*lj$2Vo@#VeLYXuy;i5@)`1J
zCkU+Obhr>D?PS-gZv!Gw9nvfvcotZeYEsCY(eR<ZIcC6_44eq^V(hikdkWxUNvJ0T
zLUZMY)Mzc9eW`AJ#q@~JthfMQTh4lqqQ2FFKXynk{Ogo3jOPAx-Uc{H$Gk1-?z>a2
zBF@HJ?Xb=W4W$@-JRN6m&BM+h`eA-MhN-D@fb$jo8xPM>Gzzl1CgPdpfV?Ce#Trk!
zq0it(EM#Z!x0bZ$!)YK_ToZoq=_DMSpo$i9=<_&pREK%ZB;(({_i+WsUsQef-y>mM
zfBI??y`r0w-f>Gsjs@;8ilsZ178_Se5G@<M7)ya2v|_Ake~ePNBGTX7gDADaQYz7y
z#^`jgI@lq=gf;n^fPU37fmMa7f%e|2{3!5yyS?S_Js!>XXF5PmJp;z#<*U$xpECsi
zWYSP8Cy9S<U7H|i0r*iV34HZ01A=N#I*8=A@^$kZ?Z2VP_ba5uxA}kAd&}TDw(V?J
z%xp0;GfNgTlf`T?Gcz+YTg=R8k;Tl+%*>W_<#TT8?CjcKu9GiSNp8*$Rclpity-Gh
zbMzQ<zT<gq^I2jvLP|lI;be<uq_i3dmw^Lw^I>H+K`_xQK%H))KDq7*-50W1L_nuY
z(-qwD_>WckMeNVCh8QrL2*qd7Sj<xpes*(eveCo3ImtMWPKvJ<n|4X784$hlG#7np
zABOK-7x|0k14gFbO}H2s{&i|@`LWpf10M#&z0;3Vc$Wn*{eigk`1+l-|BzNFEM^fy
z6(d{e6WQ0tsBOQBJqI6`NG2WLMcHdydqpl8O6n%Bq4I-5Ot2Ei?`JbQT=bv05imlO
z>$WLajY@|MT8=bvmQ6iw3g6Se1=2RZ(gOd*wPOC={N}^p?T_J@iJ6(<S4?9Bhz$zr
z|B&oWtNu;02Tu+5H^m;BTqd9pWX$j$BLlsNjlHg>J@AKI5A#E(7m(to+YKu=vke50
zuZ@NHSKsM(GZ`lOf1PxFXrH4%2_RP8p%&ste+VdYO}MAdwZB*gM@u_%A`XL<0x<A5
zDCy2xr)hS(E5VrEMNWHR-WGW!-#jCmmYE9ReHkl~Vu1v&^9N($;zCHDZI{q-3MJK&
zCY!Q%mhrv{p%?A7CkjkAU|C+tgPUSKSIjmJyD8>oM?9TK%sq<|WkJ{w!rxM~=^{Dr
zn)Ixd5iK%kbieAORv7XK%OIO(nYwn(GS>)7>jd)2Qf0-C;<F!+rTR=bd7L73(}xj2
zI4tA4`W+fl$GFw{hb^X(^?DZm58A6l`Faa~0ZHD2T@!a11Axj~<P#clf3T#2z>JOc
zb?!U>R-#cX;O{~4&ZUO(HsxgKXZ#!LK>4FS`mStTL!aRTzl%5$RS%qnv2Cq|L%W@x
zD|vMe^B#m}{RMf1@uO$*_hK3IpJb9sU;Zw3vkw~u)y}D+$s`jlx_>jLp>$j(s6HHw
z6I(79BFilI`c5pnk51M$`P2>G@#)*0Gx)+ocY;37S0;@S|Gs_o@2LAAQP1BN4Gpy=
zrGCnn>~R96my4zD18Db&3<6j79^jcwp)_1e0}z9Ta^{Mbd|Xs)@9yJ}A3-2+$DoXe
z#wgSxiAGQXq~mk?bEQv0Y?&vAQ@yZ1f$ai(;1HX~!0Mi*j@43e3KHCgIrmE8>EEP5
z5&%mhVizx-PHf1pr|FTuBi)0hg0Dm+#|@eqAe@jSmiaDfVEaio&@tj8z*I#}MKQ-L
zC4kz6D8iD+i3uw`vRX5Mp9Zb0Kj+!VE?yyhvCG?B)FhgW^=g^NU_b|V{IK)>x;+fU
zcq?0_hRsB(d1b59OOTRVOG-OpQX1nK;nY1+?0#`#Voe%7=Ca*slD_eZfkWuZG@Ol7
z6|A2*U)`{OXrUR7>T<+%egb;|TdU67mfNs@?a_r=^L2B$R&YP1dcamtV!&%;Y60@e
z0{!Lvb7#~<(++rr+#twb&9L816q!DRp?{qA|5(1^P+5kmhTZ2@yQ_bFZy0q+ET4r2
zWP$+}8rzEzY`}vbd6uDJ+IBIEx1IuC8sYH9LLdwdPwwa`fzYWK`595a&{P#bGLA$i
zc%=t6yVS3KCoHZ+yE~U_5o7*h9DYfquHSXxA}*XcE~5x`jp-53Uu%#9)vBtpy}ku=
zOr0-}{Rp%wM*70*^wMVp4@{c@*~2}s_s#M+^N5&HjD8|oJYi2G^c*%&>ka!!IfR^(
z39ilW6Z^59bZ+Z~_=9>0=z>3e(`WM6eD~lMHIf#WEtar5by$YlA(zGwFYuS!2J;Qi
z0A7Kfk~ul84Hdu6q*%*%x^w){uuu%fp`)E^^T_nTDG2Sr8JLd5xzm{?P*mWY&x~3_
z>^I+rRbHOVynRO_asF!Pe>(yG)5_Vejg*g-vtJu26JJ3g0k5;7_Gh2o9T^<TmgGrB
zz@UqF7&#rCU~e}^^<IY}y+ZPkH}E*tX<&pr!@+|vVG58<+{wVxAYHbnEOI)zwe(5B
zkCW2zEG=8-ws-y1YB%i;9L83+BbJ$GBhL0&h%`%zztMP|;OXO5XC&`QT1_c_&>HL_
zO&|kR_45~%McZ~0Aj9=M`-AHkb0vkqhVi(GfpSu@5{s)dDsk;DmxGutSy}Yve@rB^
zubfPI0mh&y4gJ-4{BBOo#PP3X{90ey>^}6OE3YW2?#a05KcBO1IX^a*=Eb7oPxSK8
zK_GHT?FMtq298=}1U+%rqv)isDcpYCuvTs`8wFq&2yaHF&AP%3-JD|Tv^KH3yJ(d}
zx?qsBrzKSrT^6f1c^2ea5;-p+&X0tT#KfveSr`|MwH79GQAg05r&Fl}qir~v2oZj?
z{5wu%&E@G4I`u%@yV%#b8|6@z1t)8(KzaIif$eHsQtKw7E|kdW-s*CGbd^8PsDrRp
z_jUQX-GWP@oZamk++yExKC^2jBBAuxoC`<iFJ0+1bldWu*}mrQrR5}}*cjdJ01ap^
zmZ^Y(NPo?1=~Fs(=}H8$T;%lCPsQIVIph?=-(5z>aa^I4q{^L=vpyJ%APS#$6UiFf
zC$_>Min<Kr82EwwaN7IW$H+?Uw^W4+l^-Y>$Q9Nnm{b34N?$FrtS^x^-JH*#1BF-~
z<Lbxg)#qWYNuV$F*KQhjb>dE}6r9*gH?v?A6hZCC5mIz>%+LmHY<IjO4ZKG$M6ZCV
zXu~vrbzy(EHeq1>vzGMpuQvS^d#HUl6mf`eH*$`-4?5}5e4bSTjI1f_`NlFFq2$aI
zkkAje0)rC~Zu#c%Pk>f&bs7$zktj|Y`M$l6Or@1wYNIS%<rS+bo$uq<r|T6U!6|3R
zEm~D$CRu6Uf|S@ju1d3?<3<FIs1i8!@0QHv$=ASE@f~ttFWsZ%+Pd6w5zM|t4{BvF
z1YFVT2b^$DfnI=n0HSD1{#E7u0m%E!r{<qimM{Ept9*Z()gJ+s35Nbc{BP^w;PKL>
ziM8xLfP(nAMHv9&(Uta=AgURiHiNR=PG=hn&2PAp0#3~aubx{yixa$}<7$HjykF!R
zlX3bV<mDH(TA=ovGI`J&hM9I6s(KZ04YJ87t=U^h(ODAY)#Y1Dlcm}lWkguQW`~Wd
zzV6l@6U?TC|NLA_sorr@+-{n<Ro9}q*yQ_ZpcsP8_;?$+zV5n+(te&i`p!ceqo2|e
zUJXY$zvrpG)W_a%!MfB&?%nJwm7-*sfL?S*K^+?G@D;%nU#!>UGzH13rWy}2#$oL}
z+vJqL-*)!BE2W`-Jl-7I_Y;U|n7n}9J*dK6eVqZ#8~*j1OM~3J_96(VsJ?<2m8B)i
zs(mwN7u|}nO|Bf<=$--^r`eJ1A@sWp&BCh`$tJI&3>Oo-z>6O<9Een(-S7?t39!1f
zgSngtt!P}Ym(^XZCvjZ~yiNwZ8n1`;(`TO{7NGC>h`;C94`7kgwRIo9Ju`u*a<(x)
z=e@p5evjJVjq=up?4JCqyZLu(8paQh@E@O;O7b85cz?T_=M&ZUfCDm&vs&FBHj>!s
zZ%ShsA&DFHRa=!yN7Xy~7CLP~%09Rgg6-$?&T%JNLFn?12Phi_Bkg7L6xXy=r6*xC
z^YR^G$Ew~phe}~jzAvNh52pfi#72sUOTH)}(;!+EeHhWrvQ9y{vx!eiFyv~|3Q_?<
z91yBuv<J;9zUQo6Jm)_Tht2qeWl~lmSt@d<)a+giWL0=xTN~ZK(x28n$#V*lapZq$
zh;H%Zl=aTQY+UR^Y?Exb(iOLGL5LO{B1Kf_b9>XU+8?n<NlIkp1dg+=j%}U@1}RR*
zc_Na+8%r59L^?T5CDw4RwRV2va8BI#D4QXA{QhbWjQMw~CdNNWL=0o3;eZJ~_>);Z
zj%cvFgl<`;t+fvusQi}cMo7C@fE&P}B!Z-TA7B#3r12+T$n&>}@0praiay=PDYH?L
z>ScYgrH5!Gn>iwe`#46Gj6_(wRF2m#^VCiR(QbADx$>wXTxEISkh>9raod4cNOlnR
zkdl_g8aA(-7(=M^Q|)avO4#i8vt77f!XJA#<6>BT;v)qDTvP`>Z$+jzmh{<E-ArT6
zvDFk(Ufc2Nl&_9cmOTUv4>sjx*Bt7fP3($IXt)7m#pwQ3cj1TX_aC9;AI9A5zaosn
zhq3Cf8}Zli*Wi5||3*Yo_$49~{BV~xv~sY=XJq-6!z<wb2aUHmekF$=@BSAZp|Rnw
z8`{vy;1_p^k>!uY*&p<e93OVpOdqSG|0f0HZy9g@-MiN2tDVDdn%91;r~K`^{yVI<
z*+0hY?_>BkbK3t~16ulz;riozKU0ym#$rRT%w(2c%9Y+(v?W>DljjN8y0qU{&xVLe
z{{qOp$iX4)$H%y-`TX$GygH|VqNfVF`{ip_nJ0em#TX1;3)?d0bmPyviL!!Ld1dzw
z>UVC#4!IuIiueBL=wn&W3Nddvy4=t#&DnMKZR`g6*pe^pq2k_ek{v1*ZC^R%8B@jU
z*yp3{=yTwzAsq9HiSk|s<`mvpRp>T!i66%{$|T~Lg&Eev?uXdRxpYdG{Og{``ldke
zi26r2N|t&N?YM8p_KQW+C!5kg;aNvLTiMU<-R)OjKqoBiq89|?o}!#Sv~a43c_7qS
zVcii3$IHRxr;>=rdNaH{mwg)-kO?wq^!9LbaAVHQ$mq!ItQ^T8dOjnWEXYDz4i!(!
z`1*=!-tndUy}$KaS9}Fcoi>YYEuuh?*gbhYo=@O&p2o$wWxdjwKC3v_$sz2Q;y%2a
z7U&!y26V{CX~3l#Me9gi!PqfULRI-^8|wk}_?XyPv$I(D=`;w9*7#?W0fkI^3n9!B
zU^`v~oSa~{ifHEwmLh{q#>jcx7P5*^>Eq1jYqyKeC!NrTTo9+qPjEK}<F7`tS$I-p
z!DK6i^oz9mRWIePM=7fDTLvI?tQ7fO{GF}^<XeN?W(Iu=LaiasE!h}O-zW&V*9A$W
zvMlL&5(7XT5@L&)lntpn<)-#6+Q<2&#0q9|T^K2jPN!fMgYrj<VUA9LGAbj6D131G
zyL3M#c3~5zoN^Km=m~8jP8;Fh*^oO5SHg&fZTfN9SD&iW(1tScu&P%t5ERY{@PK@3
znG)E$Oq7RGvsfC32B+{tc9o1ohFs4-#ia22UT}y>K@JbI#-;!Qt~st0#=^k4TZ|0a
zt}mZJlK29KT=58f4`NKNeia=HbrRG$(MaeIkZh}C3K~-<haU-$tBBcx$XD>r&J5%u
zmdOHvpL?zb3XumYA+9XJC9(bLCXO&?w^ZaA0a(JI%D#C@MMGK8f>^$CVorl8sb>F4
zpRaM_MA0dv7p}$}+<Q%aq+i=cM2@6|!>k=oF~4yiToD!rjtq%BVsCIOf^i>_->U8a
zmA}K%6a4#qmZoc`0`PWbpVYY?Oo%fmhMrsS{Q3GxY46J%p9KIaK)EFVTFMx@&7Hc+
zkDpL5`KUy4Y7bjr^6$gFC|13dyK719(b{j`t>0rRqYsN{%2)elYw8I1m_X0TDnXBB
z+InjOPMqCmeJi(+z_f$u_cWisa;9?evS;G*YT-!hT<-GOkd(94LQPc>1kPu+fUL^4
zq;thR*}Azfo5HQHz_6go2HZtC@VUS)g~>><ueJ^mWsXd|kaaRUSk(;#tUysNPKpmz
z5ok<_Kl(te?V@CcWAJ<n<K1Il`G$SYwjtBhW(D`y=zkJD%lN`#KxKx}6gn$yRs8A^
zl*j1bf4Z<^Jkx6oeippe@(d2&`f2Vj(vQDI^xxs$u`~XO)!e|n6t~J6ckveHm3|Dt
zBD}iUzLaDvqK$Vgfwdk|gI9bU*LupitVC_@*6GC*3jmSrnmC{@TC9fu3E)FLpIUCs
zvp&n_{a#M{#`xIu{VSV<VqpziT6(F`sZq!KY10HHZGq(~@K8Y;N|#6P$bvhml{OCV
z3*Z}F+xHvK4U$antMj^K?;WX)#nLJD_4XH=-qO~_J`1xi7?#%SXVz~m&nx#kdk*F*
z=_{Wrk5N8(2SP8Euk)<0V_4k1uYS3CZuYj2UAej9n`rBteA{<9=V|p?f4hWTb9)zR
z^0Jm~a+a#dY7CBcC~{w1efxQSk`5$U%8)1*wC~t_x&f@(v7GT!4DXN*X2Y`W?8>IH
zI^MV#9Ap+0$b})wNa+g`W)b(QJ{v%vXttErRtL=SN?z~K{pQyJkpMPE<=yIo;GGIJ
zProM9#pCuhYv&OB^~=QGji=g^afh3kM)#CdY;#3Jnh{YKV7j?1<HG)yV%2zHWu`pa
zMKfhIbPs2$(__2bIiU8#Ic}}01EXw5rR2q>XXgz(Q<ZI=lCr|Z9*G(WR*;&F%{r@K
zK=MyzW3mk~CujSU9bI58Zr(?S<MZ#_&MRwCwD3cyykEYA6XDSXyFU*dcY5=`Zn8&y
zrg+T5Zge++_kW}+qy+?hyYzJBntVJtcX{3*a1d8xC<J(0^HlwYjDz_+yXdH8dUkd7
zM6*NXk+@vR(}fIPm~g8r-4{9T?s9kh=w!kOiC$(|fSKCck%AG<pdD)0dc!W}E>{@0
zy337Chl5!5sr`Jt!?lhRD3)Vt@8!OI$r2tbI{sX2jOKMoXC7X^Euwcy#j9d7!OMZ$
z4ost~{B5oqEbm*ETuZVEo$)Gu#;0z-HVx+tM9Oo?XV{lLFHs>xufPFr+YCM;w8qlJ
z@uG+0GCCdamnSx+#~m=Saybr@hh0<d_8-uMqZnfem<ZZziHTXP-foLP<LAwL4w^J$
z%PglWI#ETI4?>-K3+Fj!mrr8FsbFS>syxe!R-?uE7U1lp7@8+=^kcDIEO-P$QcA<f
zbVEYu^%(4<8IrkL6oaykV+ST#T|`~>&CLxqwctH-=|$&TF6gSTt0}dnloa(FZx`NI
z2jKGpmuV1FnYxiD5$dcCfS={CmvLU3t=sN<OV-)~tBTKV{CU|Q_1zCyf5dY(N$bNu
zJlY$WHTts7eX^I|IXC&-zOC(r@7fEAa(-`XrPE~_Y<n}l(eZSBj%SZ0NMT~cv5B8L
z?DSPDRj=BWGLe=MLDV!{-j~+JqCPsB3?H8y^rv~7b=%mvsg=L_s-^Tg!MD|K^U4C(
z*m`>2^U^gD{XL;^Ufx#YE~5oBDOt=rQglagw#sS*H$37ZEiczwc8`u$GNWBiY|`u9
zwqC12N~5SdGIH?{5UcHaeg{4%UpEJW$9ya22YNA4FD9L~nDKLHR6}MPw;L`4<`Kn7
zRLnh2$dv^Jxx$Q}BL@PhrUWhE-o$l35v_KUR#lLU1ZN34F9Rm?1!846U-|__f0A(a
zD+2K;`MKt+hIJU6WNx!gk&uL9%rWVl{F+`AI~QgX2?E(X1h_I&;>kIK`YKe5Tdul0
zv*_X7-o9~H8VM->vwA&1D-!!HG#f4u$w17{r&G=QWM`+*d(bVHRfvG(QWt9$UcrnI
zTn^>|<+OO@%I@B67SyEDuWh(h8Y0?b3q-xy`CLZ3OpgN(p9Q*cDuRzLZP@2~%9ttC
z2_iy0q1MQ@A;ifWIWvhkVyhX~fW1Put@~xw7D8B+%_6tFr0?w`3}ZpV4qiokogxDF
zW|a9GA9i>W66ON_pmV6evB=efTqn?$twm;YWx_QhX*umV1fP@e^N>cThFmaoH~{79
z#o2l76=j4sR`c<)&TCx-_)?SAm!7@68CD1avRQNPOK|vS1jp<`E*&WqsbvBhG22bH
zvjJEwxDhSW=m@}c^0o{)U^l*@9IZW{RNX7T{Y{n7B7^t{2z&})Fs}in&)gQv?i;L9
zbWkv}Q0xs_BHKPZ^nL!64R^smLf_AizrI`%pks*zT!TgVy86uL2f%tpN)T%LHpWp{
z7r25QS=q{fR9he>tPn84=pKxi1eNp`yYBh{5xeAFTXhn_?t|il$acTQj~EYa`Qc!Z
z>cxjXT0(iV(c~Z^`@mvTKKx*^MA4QrapBi3lU8lOv*thSV=y~17@5J4HK##h632PO
zZ!~(Ww!)muNG;f8BfrRhg={K!xWi=~EIRXi;LF2dT_ck_h%V9r1}v7YLFxiPc_2P%
zKN5oyNuQT(C{=rXcvv~#djhpY4xYN(ugN15VZLxcRy4wzRImN|@jMu7T!|1TN1O$s
z<QEv?)0rIP|17w@;C7QiCTt^o{qx@IlNB;42YNocfxuE2LzP9wm0~=J%>j#As9S%F
zxi2n|x@z{c0~rflk1Q!ws|!vP+IoJ2pR!)LPrH*l)TePL;_q2(VX%iMKq;{$9o6Zk
zuRUe>E{+$s-rs?w2QErR^zl1qFINm_;uRioq@$|e=!z+@Q$6yoz4Amf)>9ma14>+o
zs$!#j1P$fvl?NeUhWUU+d4X|f{M=fg0(3P1I?N{Yr#VktLqYcHQ;wTc8-jsJWXUso
zX{OtrX(!tO2MA8K<C7Oz%GpEBj@+g*E0R(8Syn(P&RZ0-*|UN3fy{;FiWQ});Hulk
zf}`9{Y@8o!VhW##Z2EWP<!_>!3L)e4+dkuQZ}!Xc#_>JOq83{F<h?wRTHD<F==T%?
ze5a0tNb;-OSnPZ_7@Fw3V#H8yXgrHbi&;KSc+tc?63MPYIx}vwdTEAM^c`(H2x!gM
zcgaNrNsF7FZ7pp;+X9v*5H22I{>cs~4iBZk*Wex`w?<qXwC`;}$a^wTaqR%`hJ+(`
z#DC6Gb&F4CCr%M^DWatA%CKnaJhg;43q>5JMLgmqXR;Cx073M=-u5+D%ANMfd-GwM
z*f`sl$`*K7j0A(owAZ#c3)lOg;DBvtp6q={<pOCSzKP6!gipEpP~rJt;%<z4wHNeD
zbsJ9$*#ldbOMX0%Gn+N<OSgNL$XFv#aWd;<RcSMCQWWqdnA7{)p;JfO`cxlg$b;*6
z2Fz_Wqk>_FwxKi_ajSHSlbmXtYkY10wv8=tZsH|jq6*kr8FPo#R)EWd-0tuRaP$&o
z^MTHbsHFaV#v7^c&Xou0$SQA_95b!>JzQN7IWT7|GDiY2e)kE#ATmC7)+oN$w&r+R
zJIEwZYVTM|yU(M4MqG4#7cq21rBNS@4vaLscoJ<RKt@WMyPC2z0Z@K1CY%%)eNeCi
zzLpBMadMCJHXy1px;6~6UyuX-<e~ZGC&p$qW_0$&JzYI0So{|%%PLV|3nH!Dsw@Hj
z#KgpBH)du&MT;wuj$1}fUWX9z0<Z;B^iPMdOkrBlABy4fDSt7%{=hF6uJ+uF=whEE
zX(xHgk&Jae`k9e;_6UINfi-R+qfh&<Y%3~NwW!ydWTE?aU^o=*_gpg64sb@YwLP!S
zR@yYaDu0`RgAxh|pXy-cp{Cz39!yolmh3NZDM(ep67M?Ni*Rgmj0^eF6_GJ%;95(7
z5*Jm!B7BY!DiAmbs54njWK4TALmzV;{&j3Ob_TzYpjVavm7b_j+Ay{u-^Swl2L{|}
z8HGriu}E<@I&m?Fh*6<22YxQVbbN@9e{MwwE@HO0x-#`5F^18gR>OBp#C9WEdIJCS
zjZYaE2y$U)>ANEtzy-0_W{T|aHZ46fKu}HDnb#-s1bl}`psU3%R084}N3DFD)Udd5
z;X#eti^aZOVvDg2;}E&Hq#>sD$YS^zdtEnIYUTYM<#yG=voVmM(9^py(1V#4VhY3B
zcKiuI5Ry`87r}1Jt1e*DaHPQ+q`M1X0pogwc*|#S+*1+QYL5@Sg@W-p=5{$iHoi_i
z=za~leW3oGW(<scaLCOj6silH(b(86bKnOA8xxFKV9kx=?ihOyOGvrW@drKzOeq-h
zIi-upM6?lLLYx%_499-3>#B0sVNDs;KkksBh|uh-gIQHE9I9<i&UaE}XkIzj%`T!^
zuo&tI$B^gEN4t%C2M@z#{J*%fdoO0VZ5W*ALC+%xjab;G=3#BSJhMFV<4wic3lY7$
z**on6EC2`IHS-J!4l7&YQL<MvV2tvrc8z~#yi$dtY8X=l5R}zD9-gPZFr9i5j4$k7
zixap{0yLjOnml((U%PLwG7%W31@c~baW^J(;fKGcH4Rs89I+bYJ6cCGDyzo}AC+p&
zsm?sZcm?X$ILL9_z|AV|!_X|A!ouDfUXqkXvXdMeSA`lYshM4C?zA|}z3~Y>3P3?+
zf>{!9#%8FKbawt}qau`?t#<EmH6>2eze8>W;n0Ax_Pq^78Z*^wpYV$s<##o9CN<|3
zT?-QPLNEz8I8==evxfm)X;LOsO(8rXluW9?I(R{i2!n1HB@ofC*xf=1Hh4!pAP}3m
zr<T4)?H532pKS8$XtgJi8`sIt*2JCWD)AcAf9M_Mk_q6~{rDmkc?)wLx5BKO+gn}x
zb-2gj3*^-(@`4D~aq+e3C(T&_V{TW-A5o<Sh^nQfNz}mi4hNngE$DD$QlA-MSf$s8
z>PfoD(S%}wq|kw$ZTaRaZrC!D`uIzfv&js0A~XQE*&9m?h@h&;8zW?@wz~9hn)KpL
zOdLo)<S-_3kP}n7WP6vGi`A`|u;_CGiPTeFZjH>`vdHgK2H#yYbjypkw$(kdr5A^P
zl1mTNLfsA|)3HXwL+X{tEm%RvWKpVR+uCVlCklOR(E-GzRaEi&oB8bPM1xgq%B99y
z#zJBf5yO*P_oj)T5y3tMFECOEtLv$s9O*~8;$i%39-|Pj-J5-cu^6tM7d_2mYfib~
zLJV%&71@`|LoJ9v*DW_?m|(!6@{g~l`qB*Qih#};b)RO(<-o&;u(HmbJ?o>=*;GVR
z!|=0#N3Z-~FbH5zC=fYTTfoTT&L>vk+ac!&sV@JIAZP<8Z`%^;yW<xX9S`w}2eR7Z
z%)_8~!)(_!?^VnDNyt!ay5d9uv7S?jA=nvs0en1>1-a2I%{6PEstc{bK8RYP0`ON~
z7U}i5HVw6+>9ov*`Py^jYuR|`2Q)kh4GBc#6S&#0cf7%C_X|@7;aQxlU1RU%CAsn9
zAwZ#dQRBE!?A#;1eC;Q5O!Cx-Y<!Fz-#feTFuN+soA)>#1y4Twn*jMVkmbDFVtjRF
z-4Xob;cvwvkYt=Q<M^Gw$UDdLz{&P`&@Dh{Xnf9e2nX{8^!}`$(uiCOBLFiK<k2Wz
zyNQu+9HXSao%7)LQmjGN`4ZA;Q8+mMVI<8n!=2=^>MHx>z3K$N@VJU0Mp8^9^SGLM
zgOUkQGU1t!E3Pd*$vwqobcbgf&16nFqO=Z7!B2pIO^ZY#_Bg3-Qt(KJp-8ZZnfyts
z*)j5Sll)T;>!6X{lXv*bNYzPE$n10=ob(2s9$_ETf;c+Z99Dr6>v#$UNuXebx}QZ_
zkF<*!A^Hq$B`aupJ*r_B5^NPA@VNfmW<k7agU>W}o=sr`6#5wOw}cRND(qGvHOHp)
zH8TtW^Lym3RWbl%g5<|R2FN<K3)XDt(jc*wI_x#yj5S6|R?apMY{!Z;tS@;Lf}%jH
z<?Rg!G5GHi-r#wLCkNu9JoA$~IuQ}n9Ac%T`$X_r*;7N3&}7Z0K#+X^j)&r+$kDYW
zH6R3$3T(?{9gz|~OXbKCp6FFOCQ2b20zFN4N1*5|7i@{pk&gZBRWCt<OI&-LMEU{{
zqiNIGBaE-q4ucS%hCY=0trSP9PB1>g%0X9Huy(qU6y)qjbkC1ka_(ox=|qN_K!IO#
zzfvjBSWr--VQzJzU~8JaCaHgm-JrLIg(y|xu!c-<bzAqaS%>ncfEoMDgkp3I)!)pX
z9`7Cn3pTAwsTM(iH{;GXv(F%zazel|;I}&U!^^FM^uapzicHExj=RH4z-f}Q#zY{S
zsW%Er7FHx_P=ele&cn=c%%c_*Y)cDBcp>X<rWX=;C|RXN)HB&1Zi$!vX+N6ii=s5n
zH_TPbg^7a=Rn7V+(OVc!)2eS#=nf<Au?=_O8nq{(C~xtNML6}^uf89@?GsgT((X`k
zne4TAaUN6NQmbyMv2}aD$(cWq(L8-)#`Bt^c#fuXwMU6mtKNl%wia?dI&UKyHWl<s
zET_uZIe|d%0*j1TE}}??AA8=$zf8}sa$D4GDW{WjaM_(vwKs6p=|xhYp`6krSpwy^
z<?E3=LE=FC7LEm4OH|d7i$Qp&Rd}Z_HW1kY!djK&FH=;5oyHyoLZSJUA>1KDT+|9a
zYz0%&FF$*y@&#AsSVA(jSL-bKw5@k+6k15wn-QNtQY$Wr`Fq=;Co)?LTuyz!0@Trw
zr$|I(i7Mh6!Och^1x=ImXgFCQDGWwkfygD%Hgrj;FHVBALFz$mldEk}p`n&XbA~2P
zxGui=Fq#Tqpv54nP8D0*Sjidrt2W5z#8JvN?1!z!5x;Ki*d2sDiC{q#q`c6&t)M<L
zROhsc6bin=pE$PE*+Q#xA`$>(IA4)MGIq<+&3g6_gB99)gh#gewRpL)>1CC3^%=eS
z%;d#YPfn(My)d-1_2uG@g3UCMChiXT-YeoJF1w%CnAy~*cSyo;Nr~8%BA?ATmOx$P
zS&H0@C^ijN3CULy<reaUze+i_5F}fC0@W;u?Q4@ZLLndb!A}yT=>`*ZZ*Sh7B)6h0
zxy9oHua+-NtI^tyoZ>}u6e8@7!#_xk`FcN^ov4sEHH<Gnm5iHu$1?uTI0=RhkF<pB
z&||q+r->j40E&Tq)v3{FM;$X(*HtdMS={V714kyfn3!_OCbED9!B$Fpz_Dj@n(5?d
zSd;q&iet~Ve#ndO#0!jl&o08J+P4}=kYn5Ck}!=(x+T@dq+=2r$Cn`lIhhfVlnl!|
ztMCx`hP)01_p$lNqk8=&U_f=Qt4{0u6Uh?(i?oFJZ6&xzBe!*KcJByUzg}?8BOqo=
z4N`oLgcLoRN;?3SQC=x1gl^d0E6tEYOtB|KI<PWxaoN5f+REjFly`~LR!l1G(V{pv
z*M*CE7Xa&k1w$ez;Kek3QL~}V3=GO+?sO}<DbMDbc#CQ@O&}I(qe8JrYxXRRSzNFL
zO!-IhIOxXkO6t!vgRKa7L?@ai8lcyc$T7Nkjjp^(2Cb*M!{3$9RMY&^VA+3v5_rTt
z1v(iOGboV@Tpgj6njVGk5PSTKKd=Z71f^5a%Oga$($+@LN`?1mj(Jla9&G|V-6}sY
zyUM0Tgo95zu|V8hs=%x#jIVN86JOG#{HdNX2_h}cHzkxn(jvKT9UZwUM>sAVk3Acr
zAYOMLgy0kIbDF0b|M)86quQ@ZpK6)?zJ1<bL!0w8%l3V-JRrgn>_+gYe0AK>svuD7
zfJjZ+A(%O;zcisJe@c=ukA2{9%HjLWFuku8QL;+HN<Uqr-Lu7B%vV_+#^kfhu+OsD
zyF(??h6`4MBmo914SOGLXd7T_8-6l;+yCvmiwtr%ds28!6x;$q*870Qh`?D^)(YwM
zR)$ze-*)xl*X5&Ha^H1kARyb`Yuf(YBqlykH_%NU;0&Ao2cLe$hB%H*q_6e-!EPV8
z)~6!0HuT0a?B|ZE#zd4BxcMZ7pybv{2eI@JW2Pzx=^$##!B~_h6H-dtezaY&G9jMH
z1ea++w|5&baZu6yer6v<`G^+ciE=tgxMSQj$~s(+%xve5hKb!fhb(<GZQo$xaJk98
zh1*Np6AirJEG3d!s?FM_iL%<&U^DLtn5fzBUF#<0FNtFosU7lj{RLpg+0dtv<P@8+
z65W-|Y)K|4ku%mv{XKeIV&#fGVJ-;!f_&ErI37k#N6+|NK_KODO0wjg0O66K_u{TR
zmdQfzKQjiT`c3t!MT)zo2XZg#mEjbeaj)4fWpFWF3g@q&(yz(^>;X-wv93!8DUp??
zs8jCfRnC8imo=v=WK-B-M5}z6Yweo!_)&#~43pwZGv*Lp=BE#C-U1EE1mwuyzS%)p
zY_Ei1byu({ML&R9^n_DfG6{3km^_}QR)Z`Il`efwDX-ccyUBV1(C_7jI*B#q<Au1M
zAD~mB=sCv|BJWDw-RIiD(dEjSb>sz;sVRp~y2hOCHy3oklw#-_3&DUd(07Y=ik*E>
zh{~}T7fD&|BgwF^6~|1GP@ibfXA<xGCSi-9nue_>h1J&U0EHlI|GuS4$eEN!O@w(Z
zt_yV;GsB35oLG4HGlSJ?j$c-+Or&K}3Gdk{yLvvF2lCADV|IaSAjgM)3#<*}!9APf
z3t4m)4nfDxez~o~ZULVPuk3+(EGyE}OqJXeg^2_UE&#_6-18NKgi)%HjtPw<A{Chb
zo|_gE0f(yn2$Z;NYP3jiek*^dw#AAEDxAR+(XgA=W1><y#m%X4M=T(TP+-4^UP1;&
zcqfEda!^{<ZwMiuK`3NPYN2$iTpxX=k5muYMj2q41cIYg-(%QzI4Vq~3-a^0JA#5w
z51#sBixXNXPcut_2mHYK2L<vlZ$0~-PB{9~u|{kh)L5oPND|-!aOX6=9w35*(x{v7
zduqW92XKzRY}0T#W$E-P$B7SwlKhrch5$Vd1l{s+ZDGmDwUk^%yxS3HtO20W$@}-V
zJ_o69taQqDHIS;=PL`<lo#oI!wZrLM(Fg=`C$7DSd*;Bc;mLd#c7Rl@rK=lu^xpgP
zQHmD^>*{FTrd`>iuB-rWbq*PQFtgipP=lnHa&#tf^cHMJ+}ZmZwu)N;6(Wa%HHM38
zpxA;kjk<0k)Xhry5`AfOXQ%BJ0YF!2)5K&HT`;xZYDPT<w^xXQ7y>AW)jH4XEJA%j
zS^OgBnI@i@8_H_p?piF00%)rfSV(0IwB&Ln+qe_lIS{vxRROx8ZB5F5uI&wC!zcVe
za8S|81^Cn~IPXX;WG(m{0PEP-!H^DnWDa(N6JF`H9R~|Vd4x?pNGuIFC}Ls@WJoo&
z%g2MfYhN$;G`ukl_PXREGPAIC!2_D(&1AL|;(Ocm$#$Timj?P%DCi5jg*xpG?O{sp
z7>P(Y41*75C-~Oh)c5jggwh2;hfBGy=Hv&_3qtyrVG?B!si?XA_Z7j{po6}??GV`n
zu+ba`<~&qUiN^xNIR|j#$A}igHi+>c3$nBH+9u5pi)NHB@lKuPFxFN0`sf*>ZTKtU
z!$$$|Y!XJRJEW64b}W1p6+&Xs#L9LK^BL4F7mkxfdKi(2>Wh+S<mqAUFNW%#2_pP-
zKQ6u-Xi3FvK?K8T>AzRxV6jKJf<uZbmz3yRB-?-B4F+j%_ppn>G9V(RL29N9($QB+
z$V0k3pud@Jd4Z`1se4#FHQ#tT!0#?!Hb@Oa`eqOaViG2D<ya&<F2Ra^jZTh+&r6fz
z90@3MIq5LluX}Ne6uZZqT4B?f>4Q%mGi^(qcC8*PXSR?y=-xYU${8l27VA{Kg<Fmo
zXTe=3zg7fjGHK%o)yxe9zl|s_D<if$DrG)y50)!zoeIUNoLYYjUh=*&8L{gFH9Bxj
zdePvkSn0a@3}^!@0jFHeyS8pPREX=NE?AhY{%Uut`FV)f^VHwC@dV+aD9d}$^0fG}
zU+FO$*vng%&O#M?r229RW2aM9uLn(1YB3Y+EJK{*{G&_3K$&Lov1)88pH}-mK)GtC
zH?fG`|C3=ORF73kQSsj7i$2pBMwNPz*)&f!>b5qEXW1az6Q}H3ayo)G?A62Kz@n7-
ziCGQe-O#1q=%nPVz+#t31s$pOR5V?dN8Se3Z7GE4*|$|P_-epUS8SQy*q$_x3m2Ki
z4~6v*ciQulrZRWy`NUB&Q0C%ng;ekH32ix0=f$J?YBw*cu2~t}Mkwad`a{mEGz`}}
z7)4RU8|=L*tPO?{oXadR0M*-j9-~7sv;i31stKtMIROQ$wp+YfWQ+EnL07})N5isQ
zSG;8mBBR4uLRw{;(l|=wFGKWQ?sxV#{p^px4rVcB+&zRxAqHf><_GZ{B><Lh6ZgE7
zV5IFUV>iPouZ4%!(Po9G#%!z-8)D?cn(=7HR*iATX6oIhS^NC#*7y+(usF97Rn+be
zBaw>FPnL6eJ6Aon6JdmgCgnd*#m(>eGRLOl`D7*1B*+Ad$~KCBp!rGQD~x75aL3cd
zMW;4>R^P35yg#j+me!ebmcQrg>&eBwqKeG=Bh2|>lO42izolHiyH{_n{+ia5nh^n1
zWDTG?riqxTeK#kHG6<fMdvi0l?Da+Lo7(`UW~Mv5AtA0YkC=<ei}zdqeE1vxs1vbR
z9O*XyiePj8#KP=5$^h=?i)qiUka6joie&F<xlaB3)w#qO8U%Kg(T&RS-Ed#5TaK9+
zUI4UgM#rh%Udx_}7CLlrZ+A*4-sg$4>%yYtM|~{b2(@HF5LCb3Qlnk7D-;5QPnpNA
zenRnLB#%=Hb07oux02gTxBPiKOYc#YFYA)RULG!aj*m|L&&_S8@cw=@JGBbZlkgJZ
z0%rPls2&UO7+6v3d1)QO@~~U169f}W;1CufeYy#}_pe(Cs%`{mRD8hp*=%+O($$=a
zk3O$#-0_aiyg~4kThXtD=Ki`<<(gWk3+E%T^R5XXJUi@cH~l|&dJCj(b+g;j@za9*
z1;78))@K!r{Xmn(i99_{Ty*zVd9w3AU*%pZ@wM4$JT}9A1B986KE0v*{4J}FC+jn%
zIzyb|#YS#-)g@0EtlyF<e{hUynLqae0kRjzmo0^$@0Z~dk>r|+&tSac!Ld%4x=NCs
z_5)O_K##M63*1@n&)0jRF(q^t)*R$ZKKaQ9@X2j24|EGhq;@7h7qlSeG<e%j30+s)
zg@BhO?Q|;f&c~xWS6vVK&KK7^12!;7hdX^z-@(^}*Ps7Nf$+O61C0NKX8nhuSuDTX
z9PqypLG@va_YYy@zlBWsuV}qy`E9lPpR}z1Ww^5s^uzBB=l_nT)ei^f-yDwrZY`WF
zzbm8uZ^^u5{iEFZ-<s8of11|+#8&(}uobL-RBiv;qx`SY5dXx~{U)Z4^>_Pb|H*Fs
zzhSq2^ospnnEq$y>VJ0UD(mkir~m8>|DW3#&icDaHuFCl8UIH%GJdot{$2q6Wqb6;
z#wM-*f8$hHf43a^XM^W&H+X*FeSYs=`>*4XvHo`P^pSb|aXJ{v{m<)CXZzh+i{XC<
zdxGtEtD=7*l>Zwdls_PQzZYHpSGA9`{ceHuffN2?JY!<|u;Ba`Youa`h}et~Pyiod
zupfW17r^$rl>oz^_5v(pKX`ZeFdw|T?$w;yZr(?(3Qm#-9dj|U2z3HqUY8VO|FAd$
zq9%qqL*l@n{UEY@8#fI83t0$1k!t~;+sO=DOeAyrR8VmYdVG_@HO%HqcpZ0ZmJw5A
zZFd5vHj_T9XtzY{Hm#pL_TJc1PZH|I9wvl%#l{q}z?xKG;h`jAEQzt9D463{+LV?q
zV#JCBzW;!iri(xrB3G0bxlw7wv`J}}qxvAqeXA*$Ao2uMjWGiKs{#1kEcu^+-TyDZ
zF5B<sqfCEF5~LNxqkcK=eejUjVuBi6U1c%t)85`2q=#*x0`0`i^N7PyK95jvj+?&;
z>*40?{fy1?Kuc|Wa_@R|FBYLF8sfsu^}Bh`sTi+<S(L)EVcKN%DY7+U&#2k1c306`
z4d{5}F^e2iH>`|0UGr%G?GQN{l-=0sl1E?wYIc&P<A0S9?%)@8I6UrY&AB!E83aW{
zWxrLvjU{_mo;aGJ?F#`ruX<cSpfVDLoP=9bgFF-$E^)t{fr~TEQdMru6Q0K8AAXQR
z@Ni@n`;t;ahhsk7{X@8<-$5Li0rjH9_j$mC&J=ef9@(--xmke}OS6GG7J+BZRv*lz
zrejljo1^neeHDyh7X#H^I}VFU@CaHcH8cI$#qGwo`bs?$zD9hbye5xxb2T$OBnj#!
zYT~N_cpuxkxtii(GQ-UF=S-8aftbX7F%DV@gfcwyn!EkpW64ZPm4v#w%&A8k6_z@9
zoNzA8_`;ts!;Op^Gd4-X^7%p7QwNvlI~xmE;DFFw*?%=Pem9S1{)i%f3_wbX;!%6_
z5NjW{%*nGPVDL6s8^>B}-YfgQnF-%_Qx-4528~HNj*RYJq94b&Zue;&-uJ@4hb}BV
zpN$<HU}lD%i+`X0R`%eP%c_r4Sd)zEp4i|;i(@-Y!`RT*Mqc|+vx!Qmlz}hU`b}LR
zNF%hzQv@ZuPGoI2@nwQ#g)25R3nu-(bPv#J1VRW;H#lO|S{s98XH<+t&D>lnL6J8d
zM`hiM=AI^N=JV<dVoN`f>Sm^ILA}e4%X`aWUYe{)<`(ED07_jO^#{fTTw&0m@=Jcm
z^?J(UpgJS@nlG)uHHLb0d(gX(@iK-L=A9CZOVH73r#ZEGy>;72HCfSI0;17&xvo-I
zA_LSXXN%3438=C@u|M|I5KLy#6}m8o*7zNzIhU8e={mOyh|7$oG{=tXb6JwwNDlUz
zdkPHntyU$i*yp0N5D)GaA?RB`3A}bId(Q|cMhp-M?^Y=6vxAXi#*DX%T90+j&)Xr5
zc=a_m=Me#`-9)@j199DK&UDWQ;q<lW;C)*Tjd&g!tUObX>Xt;VasvGBm*04<boj_<
zuWnymiz_KEQOsia_*iX+`TZSB<au$#IDn$0R^hB9MFe@-35LsS>7nJ#Q|le@J^5AP
zukMlGt_%J(EmJF^`<FG4;Drb10ZtO(m!*f%)7`gsP6y2RK#*rK4S8~Z615eih&}ei
za0I82caOqmTsyo;8ZT__>SkJzb8MO%5-QUu!BiF!Op#slpIg-JY;J&M?YMP+^(B9|
zGGO|X8JE(Rzgrx91g2ju?^rh<jyI0)-WA+C>>9!XQW3rw)oF_qMXj0NNMz?OznI6~
zXuv-q;TZ3<Wu7?Jn-Ch)F`S+hcUURT1x02Y@QhxL1$V$DyRPTLm}?nZM4!16=Z3(@
zx632+X%^6<m6=ctGM1H5)Ha>zh}JI_YizK&9cxrNY$!2i9p7Gj4_Rcej)Ama!&VDC
zRm&`GKXJsN^z9!!YOv*>z32*L7MdK`X8U3cXsZG9*-cJRu!Ed0@R$I;Im+m&%WRY!
zrH9kZyx<M8*ifMClfgHna!e$1sk-R(nC`-FjCouHnRR9rt$`L$NBFuYo-a)%LTXs&
z{-Nw))KE~|<Hez1z)aQmKJJRpn8LG+@2I|3Jv4G^@xkO1DLjZHU#IY}ZQ=*#-E?)b
ztu;s}Vs$YOmrIC#+L%cuEZRs<^8tO4kx3cjFgU0N(rp(xRdnr=li3*O1Xp7i48RFW
zjHm1Vpaq0)=U-Z5RP7w>JObZl_577v1^e&TJ^yqf_)m5s_<#caUXIT2Cz_~b6!$NF
z{;y2&R5!c6F-vr3cHJ9A%6obi^l`J>KM({mb&#+q;8eCd-PcL4-iodgh`~*%)@D|*
z3n!>MwqG-tNvR~43I6k&WflX>D9TFdYfUb?^O;nyjiPkUcWBV}8>Jv)f3)mJrt80$
z{p`P6TrhvwhW+s|CjCY7!}A+r_2V(7;)bGw^^HtP<?OX7uv<EdkOTJy&nNLVKi)Hg
zPK~T?e@oy14ewSwqxR<;-NFUpu#j=g!IL|6=+B92t{W|Abl}I)jTEAZ6I~;U!5G7s
zpRQ&bU9*jZ**^l}$sf2zE_!B=iiKeo3AMQmulJ^3zv~27i0X;mlI)3#E_I}2layIV
zd@;C(^+<?ymI2TsdE@{|gy2U@we6zX<!aUS&w#Dr2l7W7kld)!Zx`QBSmCL!MX}O>
zHh?CEMgkT0d^fI)m2_1LIft$gK<RB=wwhB7_%yZ?=g##onsp|^izQ4SQ*{*twrI{w
zM#P$ns&%j|ub=D8ALGw7{p6DsRa*a5(RFG!MEbFJ7h-yp5$sUu)`>53?ugdF|HNhv
zT)j!M!j9?oo6_g{<$JM1bKnHR*_;P*YZLS^?BGxrFzB^4tuTPWjglAr6r}sYwmgnp
zSWNiAWe@J^RKxIE^>{bUdrbxN(lf&@)UXjOy;&XixfDJjTGTbzA!Xgpd=@liDz|0!
zE^f}t#>a)LSKFU}C3nLOe|5Egw`lq^aac*=!^Mjp;?xsrfr8P4gneQpf4I#Xt7gz?
zy1b!U1Ulr`)y{;X(8mcJr{g({e=I-rbm@SXE+|N^zw}IaE96D%n>yM!iVG?4rAUHS
zYMC4mz*1Vs-LC4b(-Wj*HR>Y;Y$2QhD&;uA>ggI55+k@S0aB8pLd~pNNsVb0vpGq-
zCePb)#0hsn6qsP_s1kNn-Uah3H<{MwGH?WxO;2-{nR30=VM!!W1WR-n1-prp$6bLP
zLA5e7afO{hpDpX9?GMT^>B=+IXtWw=F|*PzAE~B>SL-<PFgabJ&vt-_EYFNllg$ZE
zIjfVj7I8IYTNv;8sz)QG4Hs`u<<105B}ttGF+!a&eP+N5jM+5gi!q_*-TY7urd}se
zvDoDg{N~zIwezy`2zu2W<N8;F|J&8%e-B@qkH`H#V%k3dZ67AUzffds^#5}F6+wQz
z{&jEtI{x}Me;t1nJim^AN0+hD{~bog%JDCM|Lfy_o&P)F?O%c2{$J?Ze+=x#_BV6$
z|0CFq{f~v%AHZ%5EFa)i#*Z@XKY{G#U}|ajdt^7Z5BrB-!$9}%AiI4yWwCwy{OxTD
zA1FGu50BShFa9$)Z;b4JS}!?MpNPicKwO8Vu7(#H1X?0SD2xX*-ACBDw$_QAlyC<Y
z*{<F~9<0nw6-ys^d-0gFe5hOT;$Dl!md_t`zZ<Tc*t2^oJAU(u@dF!rpWa||4!(f5
ztM0{lQ(0f$y60mBQ}N!C-N1R{Xy={0JnJ?mAy4U+pd+qVBt~+R+l{2}4SvU7$9)Sj
zC2Pn>!K&~riYJUC!~h%w!*c8b*VlJo_ISKU$VZ%7T0)5Jt#X6t4%s|22%|oITqKVT
z=n4=QryvXbQW3X6j~K5212`=rK0pp5%^C4U9QFdT$o~ckuf0x24GbHFpJ|k76-Uer
zzPxU?kw`5{Pe)&CTqp<CL<(CBqnxc<etAb_gHL%{(l-(-k+}vhJ(N&5r_Mhc#~<VM
z!k^^ik{=XHVAqj`!I&u)ro4!o?2*5olNje-i>#g0?5olizJ(NWji!faEjkN_7}cY6
z)5=}~szREp);t!A<tNu|F?*0zeIG<MqIxq;ePqo~NJdbAzN^a&^N?t9nIwl?@icm(
z=J$FvPL{gg7q?fk@^P7IaDsoR9`&yg9^~Qm%5Q^2mMJWHY(PVmLs?}gqv#`4u2q<T
zOt8@mQ;9j|8E{_>WuZ3kd2p%8fH;nVxyMCdv+w2##!<>nlhbRHh_-VFY=IN!J5Row
z`M>e{`1S9y<?~vf2X(Guzx{N+28R5++C?=p;cw3lHU%d}lV&4gbq=?o$=%*>1cB2#
zcX@s7Ojn7R#Ez^of%|%lw(#Ei^nAI1Rh|IULzje@MM82-qwao*G>|J#vR<};_x5AZ
zYF)Z3p@F!aCR#f#p{vp446rZ(WjS~`wrb=3^e$NRn+#mS{c(}#gXtcTf`zMCT)t3?
zusOU0O#{8Q%DMkVmJW~pLjj_%XnT+CCy~^x#2$=rS~#|M9!<}y%Ntp5o)W@zVx<gd
z{}y6%5Bs|zx?ovcZLAEqi?g{MwB!l8Z}4aXfpm0pZT{ik<1TxeOft0}Ln_qSgCj+)
zn3Toh%rqbUISgu9ut|2IzNn7GA<d-C<4O%W&l7oGRS2Kz>OP<HgC~YJ=P8=fiBl?4
zsk_US;OB$M69gk?{|q@6h3BkJfPw&^gfS9_G?zZXR+XTL!C~u`Sf})lb=0}S?|a~^
z0!}Xa!W{TqN7manlYFC~dl&4F`Mtl`IWs1GVbf=^8PT?^AhSCs%oxlFq?LYs6art4
zFX+h}Ol%%nm>H)`9E8;b8K@9JdZdd*j~x)@=@dkzVs4zUY!ilm@xB(sSz$C&L_>L7
zWUkUCo@BCxFEE`muCF*0L^T>lFvorjZFK@822H#-E*br7Q=~0$785uLZNvbYYVncr
zz=1ei9`Z)dQnj--yJc^gGp?U#N3+}BCc(bXC)#k(@#FN2CR`ZyFzn2fvXFk0&29no
zCaE#sn#2x{_)fE}DKwg{>9U5=YoCDnuh*4<&@r|MaXm?_8saC-Q_@*%iRx^zD8eK)
zJ<Z9uDgLMnr6Wo`cBXZ4u;lZ026Xfj5@F%}iqizao7gXQSFwNz4MHFDry<Y*>q1VV
z-e$0RAkMlxR4g9aXq*M7xYRk6hKNeEQaqgzIT*iCK`)d;7Wr`)=Ah0>Ul6$xrk$Fj
zudOL!G5#@?08vIS*fl;Ym8}wV8hSr6es=`=z$z(WvB~62PYwwKsI8%=Jrks3+Hm^g
zvM-`mXm!~*x>~X^Ss!p~YRZogm&jR7F8fcb8QjnOcoEa(Yp>wjRsNBVcKiH#dB|he
zVE_oB00en!nDgosKVK=ABqN3*6LVrg<2TtH%W7<{rl6-jvn*Wc{|V6)%3e%%_TyZ1
z1WfZPl)IWj?#C(7r;bSin1GX{db6QB3xow49lXG9;u75olT1)5{52u1*b}HEAW$^J
zE@FPj<N9%q7#D@Wm1u(3=3B+Swa<u|Q^>0wbJzJ#J1xQmyOQJ4t7}7kZJl-jXLl&B
zqVt!4cMe2Q1&1g{HJ@uM=MXFAz}D@-Z&Pe#?`o(T>db&Ip4KlCz=}JW*Z}e(3?)sJ
z6>N&6AG{QsA3Rqq%h<gmvSl03-hFd7Md&ryJEPhA8!dUv5l~XQL4pYdnm{4yx?8yM
z<iW#|iknTMJw@Vb>uf6gb^jms-U7I;Wyuy4Gh56ImIX)5%*<plGlPW|+hS&BOR|`m
znVHFAX0UMNd%Ne~ciYpW{_|p@fAotGosiCsQdL$~uB^<pBCOX}`JFi;?_3{w^sc9b
zr*3WvM#ubT)-#(f2!)1bT*WInU#)YxH6d7QKFck0FsZB5VcWZ{WfwUf38|q2&o?C1
zHl>$wjbp%7a@du4ta_!p8CoMQ0=nMM9Fy<*C_8RCr&ew|)7HtU2ui7FUEhqZeC2DT
z47(K*?MyZ87M0#oku-4b5Ywk1SM6p9^?uIJ2&xDSrdf^~<*(Ke_scp=fBL{iA9HIR
z;Hx44vrENCrIVrEz`wdK2v{DAV{FxM^a39L11On4?P7(zyIe@<rhx&MQmZG<uKp)9
zzmp2N_{`Q?W(_3SB&l^&eb9$Z2-`ur{)_qi=PlN`)TB^()iJuyZL2ZbnvsMM2pC1Q
zRclMq8co^BIi!h--1~+!Z0xHDqW@+k0YOVfP)LSuBMD<-O*|IzKA@SH_5m#)sN_q`
z()@z^M_ZPQ6w{B@g;wT4Gmgo`1I&dFKPa)W%1gK2i;t;30$~GQTezZOW`bvFm0;wp
z;p(}@uO&h)<*0CFv>J&dCDbf5cH4iLET|Op!L;-%glFUiOzK7}m8(>b`hxpnhniDo
z+#~a+02_1lkoby(kc#=(n(RPZ`>?aeVR7VjxwG?b<QDptrLI5LEUKpxDEjYsLXmrK
zUjjwC=hNrO>awZ$7f}?7lJyog>qScXDO>R^dehY|Tl8H5352bc8JBAh9u@({IDmrK
zt5D|4Ob;Prh2xi=py@rDJmh^;dssD>mGB6;6;8DvH~T7C_2heL)QK^;CNpCPZR)@6
z4e3KP1z>9jA6%!aRAR<COS&&m-P8{|Rp)WEM~)8BDHEi{Iu~uO7e%y!Eg$E^AfO(w
z32!UCdwD%VYxcL%<S-7VrSY2;``DX9BZlM%x<b~L`ac#S{~Ti52JKgzXuik3I`4=W
zS9nHDa|FX{16FkVATHC|QK{EW+xXRQaM$azlXpG;eA9bs>FD6qSHBRTs#ji6a{yEk
ztaC`8N{UtvukqlWrNUIev7dIp=N>7gwU9x|Jor%KoHgxXJzRU>oq}JnCXq1+nrA7G
zuZF|1-El#??M-%CjC%I!K3dCn=-HL=4K4b-Tx(UFXI_0&@$g-EB}LQ0!fJ(1`f;4r
zHI2rDoU0e;iJ_urEo<G7iMz0(XUHu3H<|0{s+I<w^bs`f>j$S%zUq>^RoGpy{PjjW
z8b8TmePB+9oK*Z2I*o(nh-<g``E&BFeHg-2<Vn*&qb^7E7{lgaQZy6~$c1hfw!+5~
z@2_ob?1s?7>^#uTG^CmCkz4E)8+P|R>LY7w!~K<8@nn<&;V2#yj9#)1qiYn!o47fo
zBu!~#j5kcX&9wo%t7kZo%}dcPAHk@&Kkcc$+%C0vJs@m&$Z{JhVcNM)dps5u3F;Ov
zLy6j!rU%NUK^T9wPlef0HfFh$b~?X0AKGMgl4Xw3!#Z*DKvkk7U5>TZY5V+mfp`hs
zTp%&Phic<`M=6H7J3pKoSTIH>@xh`-xD%y@U`_HTlp1l}lGb7|UFm>5(O%i}-H)M-
z{RG*;6^#-E6#CttD+Esf?=0O(E;P>l%Z(pD7Gj1rdTdNY&)Z%==+i-0e~0M)dI#`V
zC;@maFJpME`2HtA2?Gb`HzJ8Yblu;ABm`|NZR{0o^$d&%xwr`F6c`x^SsDIBbH5;j
z$Sc40pTGD8H2#oZetoI}6Z7kfKQSJi0`sr8{0Zd#KplFHjz;#@|MoZrLPmx^!QMXu
zkpSrbmUli@m9!ycM%roc#sF>t>j(Y1AWq2MZMRVR{vp_3Wf3PSitWf2`-UhsDE7#w
zO}2r6acV!^j?P_}W~6#3V@Su-Ibo=75qq44cjQIC&^m7Bd&0#by{l&l5G7w-$Hk4t
zQ<e?tp6Wp-_OvDLJgQ?zxGDX96UITFJ_a128A1OYDziNCv9}*IGoLXcl{!VMHJXx#
z<7J)NfsV<+1&kW!2Ag}Kd3L5E6F`1)Jrq%UEdJoAf`|Rd%f9;dT6MRo4XxX--wk-|
zS-~V?XSXD+J#)OG7dg7C=pkf`;Mnu3{J<Ecc7zh^qHABCMTd~{9h*56gacE<1OLos
z^Lc1;bg1Ar4jxZAr-ktIs&Ig<QR-T?$~Xo)3x%D?88KgaL~;8~IKtKWhIsE2i(=c5
z!^h%AX{EHe-efRWc~S-S@U5I?FsUHEwH5_{5ti+CJ8}vplL14ALJR%q!Dpef0+M#c
z?MTBBcg%9QUe;%c$U>OW0^qMzmeQ7{aR9{t=;noaM|g5Qda8y+Su930<OLAh)f6C<
zQrX*$Zp(SQ<H}Ivtn6FR#MoQvY6&y|F`CASfzW8E@4Trpgf!Yfc#NlmO=Z787MYU2
zVWID^h-(S}i6S23f@Oz`@Bo~Gz4P{~7+Wt3tU|9;93-qDW^CD@@OQj0pdhbdQ%ySZ
zOgM7|MJ$qofJg{>D8u><MSn+DY%(U6o13~^4w#WfZEe>w3>&8YkSQB<)*O*I03PwG
zWTGdVh>7L8l~8Z!djk%kaR^?Z+r2r9RSE`UC9EkT0XQxo$f%hw<zfAa@<vkUu##J$
zTO|+pxn@DN)+xw2gNZ1tvgr_9{vR0IXVaMUm9P|l1V+<9aP{kvq4my=Sq*<<$nOqQ
zfD;^){PET6FgYAcxmT)~W3!~FLz9l}Norlz-Du6;$Zl^dGhTj*NG@_Ttdl&)K5l>#
ztcP|Hlfr0)A)_Wd_sWtc32|_trB*CO-}=kAl_X8V66}md>LU*HgIgEz{nxzf{jF}x
z#hLF`?iKp88l^qN;Ddny6M8G9o~29I-xox!%#yUqXy9*WO>mYxxzVj!jH{l>HHH8Q
z)-Q)DlgCciXeUK+NtWA!7rLc>HJ0+?URDDM!m9|0&vl2={;`+*H;Fb#Gt9bPb+^*3
zpqkp?mgn|vzy&w)m#YbvRT)=XS6zJ%eP13Z2xP-=5ZgG}e!4n2%(D%uq>4v3l^=rD
z<TxntS@^bie-&~`0Cm$AuHNC|{mhoMr!zW{6NEWBd-amaZSnJTFrIo=yU2C`uZ!rK
zbB&pFBc<D*MdbeOZf{*lwzXtGgX^bV!F~LN%%Q@u$yM4JUfL;kQrtV9^(DI5ZM6H@
zLdgbn#1VAQmzbX;kT}7i>axA2z77V$*#4(`xMY(Y=?}yM@I=NDOYv<uc3#imVd|fF
zf9J#hdPnycAI{47>cU^?sQ(Er+`&N4@~!Ehe{-Dwm2?o>t1JF9hxX5Kw+!_EAps<9
zgDZ?AeP_%^1U(O(x|4`&+F0CHR3=8LU_GGm11J>^jEGage&h7A$Rxjsyq2}XWB{7T
zsHKLPnY-+urRZd1#xxA4<dOArdOBhm1ZVs??u&w>H5X1LqU*Iw2f=4}-UvEK)>h0`
z*<Sk%dUOMlJ_cigfqGxb?~KEnhrEHjUlJGQI}Ipj!3cU|C9t(FW`_~bv$Ww$X^m5P
zWybmlWCID(FZZNyWuI~Lg&U*%D%i)xEa&6Tw>&;MKAaD%3EGh(8{MTo@^IbrNrk7{
zg_}%?>i@75s1Dh`DUmE~b{fd5qiw3i{>*`u4)0ALtG~}Nwy}_u+O>z<-jR1fnBloB
zz#~WsJi1W;qiJgc#43UAg;j`&37x-&bbIU5_t`e0t%AIkr3xpb8Z6hJjf%J<$)3Ix
zYcx=+WuwXDMT06ww|SYjGKgo4y?9T0)cHat-+v1Up8kQs=P~2QhNggoVxIw^nSv{o
zCeWi50-xZq?h|Pyl9K0#z}o=P5BYbF@LW92$l%-QYeOSiEa}8-P&F4ujprD*r}zXb
zubNJoekJuhX%*Lbw7toxnt_BGF#<4hgS)a2#tavP0PuG)klC~tEYKHbEkx*SEy7mx
zNIioRQNdRM(Yf7$`h-#@pxMar5z9Y{j`YM?+}>@xBYaQFqh=DdrYWSSnz7Q_)8aLO
zA&O)_z4KGfk_FsFGv0mHBU)HO?W7BUW8ru46SnaL>>aGs2YPnRb*(PRtB@Sj?*^z*
zurM8gW?#vh2BOb%RC%1DAVX>_)CH-T<nbpy5|D|$50lgfO%w)$&GNxURlbcf!uv2?
zs)`^ta^c-7L{C(tVNN><Yw?6et(>KKkd1(9HWxBSCWjaWA{kIww4=QSjI3D02g*i8
zpg!FpaLnQ3q5tz57hO)Lf0b%REO6|o2)qi4spz4<5&^@az*OoRFhzw#5QC|7H$w6O
zG|0YvO(s44oMT2~sb9}xi7=us3<$d(73~k*r0PY04^>d?BHE3bw`yEy&`|cfLWYZM
zbPhix*JWXY1i!S%MXg4#JTt6`1qw3mq3p&h+hFpN+=2(qLbD}M7isEGxI5n+zin3E
zWn%PD!G<6>5tNuM85}EFd$2ft(u_47L_d5)o<vJi$UeytwsQYoY90$%H!KmB9I3{R
zUfrlcrNP&js_l^vMvq+O)A*t>!jkb-R=-4W#DvT&#ehm$lB_LDFpND-l5(~NfjJ{C
z-zvPu-9a}vie6xlQlL<1!-h6!!Z6lf?BgXZ6*RwMhvANjksqGvAcqyWSq_>$yCk=C
z*LWPON@vG>gRNcg+K>WAo20itq{8C~k19;xO*>~m09t^&;pv_ufmFGCOv{7m#yq|x
zG-Otg+_>Q>yE)IKFVkGgkOXUO;6Wu3BwD<xV*<y72cot!E_Ev%tp;1Ih{7bYXZv#g
zzP6;3a`ON)aN_=|hstCH`z&~{K5>G)s(f!wk6Rhl!MKdvL~^#N-Tcfx+=exXK%Z!D
zsNB_H;t|s~8hZhjt-@O8hxlx<!|$oqdtoA4n)1{3NNSrc*(weV(Ul*&-glzlE7-7c
zD2?>^ec>?+XU;&=sS8wagm1;PPd4Dz36Ujb511l-B}Zws4xfR>0f;Q+n#~sF#~~-G
ziA{ZPFzvJs%Y{mDSW%&luIW6^gNrqo`1RMF*5NgZh823zr+K_C_l^X#F&=bJ4G(+T
zZQQfqL{TILW7m(scy*KY>B1#$p0*+~1&(EOk_y$+6lDSE(0R@AY<1ej2D@Qe$MzC3
zLsWC=J^QXepz&oU;3ZaLL&{b-JyO@BC048%#k)QuKG$4G76S+Pt%UO)spAZ#Zg)Sb
z(jjYmCoh3e_>1vZC+q7!=@g5xp7)q=BU-}EY=gTCckzb^6zA<I(0?_PHpSP_Vu6^P
z0&*-uDT5ZE-qBuFnC6ESxKx(~{b*1aCN!!N?mT_A_PR6BHytBa17CKk7R4;X^AJQ~
z$nhob`Erom&xsD_&m0*z2uztWW;XhF)aJP9%k24-5z;k3891+gAf?MU<>+tOV<uRl
z3)~mm>XFl=XCOm11`^Ds6-T-n@fOuR>Te>lqr5IYqM4bC-8$Sa$Mj93_-f1-&{gj5
z7cHYxur#70`w(mlTMcJ1i{9HMy;kt`>A`VmDocGwIgM(l`Uu^@tBBQ(O}Mvk!1go2
z1+TX1hLbqs+HHPLH+yDZ_{=OT-s*xx`ohHx28xVzI<jB6YN^6Trm@@;es;qr%eZ0%
z-PQ2G;ERTFdqi}X+tSl?wYE!p{0CBCUoM!jIaS#VTmrn6wuj?$KOLRAIoVVDZV7&E
zlt^E!l$<!Du?<Qx-Ub$2N-|44b**I&Y@}E@9L(%nAdmWXR>4F}t=iQ#lE<ItEoBk3
zea<h)u@MXr6~6P5BwF0VOENKB&yh5)kliL{xbQiBrabUS8HPKE50N~Y>nTLXNfp!^
zXp<SMu6HBKe5agZP{7>NW&==1s_}IhK>nx&)Y$k$1Mvz0rnK<kgk=uzPP=~U+Sx!j
z=nnH=-{9@&=&Z6gy6kQ!i=8f+_4pT(nFKgSm!wxVdkUf&u@b5>2@wlkio<$bnniYh
zSi-GCJm>;%#hS%r222=*UDHLhdK?{=vT)s>bg1^-wl+T8)x{JHy^x(*-eK6>Nh<#?
zIC^Vs5HrhboBdzQ16sJWA~s*;I4-F}J=IxDQ%JlNUD>6`lU8u8T__SqcM!zO<(gJj
z1T2RtwvvXQ?u+%KP^ctpDIjqnOci5`#Lz>oN2t)pLiEoQRD1Rky4LhNFf<rGHU=Q4
zLXTh+9~ZA_0|sgop8az7b%e{u&+nUPR6}f%RoA-O00&Lp548Nx*H6WBr(mqGeG&%K
zKc3Ax)QLo5sKBUU>gv~My);^jGa|m=)M>6QLtDgadJ2ajKBRE^wZuPjDclw<oD>VL
zuyA_JO5QUM6+o2V%^J)oBPuuL-yZMQezf^0a_U9vcwUgAbMgX8t{%Hj+65=9Uaqji
z_}D-x<el^}krJL!VaxV&HsCPcxN=RY*pck|-IL0dThobl^44|EXEn%mttojI_vO=b
zVTZjv>Dx*ktva9ED>vn1B=r0?%nE;6_9>&pL&+NVWx{W?AR?xgMO_Z2&(4~l0;LHV
z`wORP?#qsFVuQ#}(2yVv-L5?2A`DiYaI4RoU)t7|#jBbl9vDH7K1{KjGO!=V*U=01
zB``AtcFo+ud#Bf)ge$AMhx_!&`s`;m2n>RbES|x2Lxo8%fvs;|UN#;>QCwgvpnmEJ
ziwA4d{Fppfp+#V83Ebpw>fc#f-W<vToju85U>LqP0=&Pntd@8MW`|-*8wo6ppdBEt
z#F;GAaya{i=3HOP$-?acYN*&Hif{bfv7Rbn<fhYOW4)^L!lS!x#CrF<ta0Z|CkBTj
zI|XI<{kxsR0YuGOb7um(1g^3!2fWWNd}Bdo3%+)ABPRsFBkt{>k{OtqvESD@yj&~~
zS1wUGGV{tAyqxvkts78iKHiNTqY6MyZJx)J{+#n-5`^7^4$+b5BlURCUuu58ECp|l
zi9z@^W^A?jC49n+Kn5-q%_4HzSG+K&mv>c7|8rNu7m|~D<n|LBb143{PnG6$e(S(@
z`ufrXY~@c<AL9_OTFshF=xBL7UNSJkYbjA<WVWEb;^=yyJZ(&OG7eCgM&`3|F@I?~
zpCobj349+w?7w7QccFliyEhd;<`b$^PJ;D_Hk>vN=3EK3lBjp5<U)sGwx38PVta|3
zCcrT=h)kHXy(+3T5n^*t=7-YKCU33IZ3*J!D928SH*%rKNpZophfHfmxcF{A{<w8+
z`K*tIAi~`ZAbp|ak49#D4RvaiT!2}vFHt-(Oim^O6VN9#glnGugDRI=J&0762#e;n
zDcq|CC3@SwMqL&1;6S_R4CQAQdm!Zcd1>om5O=<F2iBLCd}g2T5DQM6b(K(usMHd1
zUD~1({AIDG7)F?n(bXC}%DVb^-{38hV^OeZKl(Of6LHG!X)mCn%S@S)A!e9aj_I*|
z3G^a!Fp=ig@-ClXFYTU9$pFKZrm{kq2LrjI3DB9}sSTO@R{oRxeK`X>edw3&O{4Qq
zE70IyN>*oa#)t-K_u;a1Ns@YC$5hT1+zq44pQfwK!&CaabASyhSKS)m)zZTu+2X$}
zyn=)vUGeRLcuRR@6r+s<8CIs7T$m{L*%E@@36@*})~mxrjym{d^UQ$3d_W!S{!zoG
zR6Mz#0n?8!n|g?}Ad$wP=z9A!0(&>JppQ4P?{hpMX$Td{xL}yGBdL-Yjp#NICO8&O
zSg(WOzI9mdBymgRbS=r!T^|G_FC8#?CI;)-%#NR4y4CS`6YbQYr!T>)<C#MDuwO)J
z$~A%|xtJrl2LjC*?7E0UTETeQ?UPGEV$;p^Wom5@9o3wpBdY7s9li&8NFx5xAL#Ef
zV;R1*5}Gat^PLtAu3NB1aLzY@A?d@1MENxr&PTM>@f$pg#O~7#HXxJJ#*g<v>YjX?
z(r9baCc&$rvhu0g?8yYC<|JK@_;X`l4glC)w&^W{f$_MrxHqEUz@(xeV!lApCg5_w
zJ1Orkea4_O+4MTlpzwJhromypp1SU9G4T31ea>95SN3zoFuvb6;%<`e1jMccai|h+
zDt)q?Yb6qg)a^r$WHeuk=>xa<Oq;vR4S`JN#=k{SE3Nw3zv>;5f7DigM*yoKeJCD8
z4~+v?;#aG6Lj9?xS})CrWhFOU8!g~x*(Q!!E4rg-#XBO?zIKov1;&nEA=vyHke1wF
zUCXDIa}<8_$uo>)ZnoOqEvVMvd3l)pOb0kTw-YTK6Xg7<(%Gg1IaVtMPSY%QHI#@)
z=kJ0zO&PN*2V{35?@~b~F^1E1PrB9kvo?KLwC~#;8llginm4-u0YsZnUb53Nk{S1)
z%0lX3coc4s+C2Vx$=rL*_n%EIHe728`DKP(!6vctwd7X2=@nq28HFB5j=65!vVy{D
z55nacHZMWHSE;d3VxQU7o$#y>9zJvU3M$(jHM146v?OCyR96!sT9(6nH4Q@yD|sY3
z$L=kAxqF<vWW;T{&bO`$Wg3k5RQ|-tiy`XJu}f}RVn@1b*u!|mfIa_Vo`X%utgDu9
zGo|e1#z*6MtDwwVfDGx|(sxkF7l|j*Qros6GQo<7H0_*w=!wg9uTH_p_VJ5O<8Z1P
zh_ME#phP?T!QPMhxZ}vQLO$7nO@JQz*<=}MJ&Mby)}wyk0nn=vBraU<LXagJh}D}%
z@LWN0Y!!ZN+=QtV*LN54zG{?4<&gTzhRWbOP@f<X&W6^c6LCn%A||@c7!(WGm=REb
z7ef#k+-C9KPX`-y2xOupf`P_)SBuc<+DqBVAj5B=;wfuXc&PTVZP&F?1cRin&5??*
zT+=2FvQ5_AimP#cwV>*Fj)wr9<$Y54fWLuv5gjP~bE|EcHdR+Mr*q{44{62eouu7~
zYZ6=~CY%Tr+7vP6UR$Z)k*}ZZlbI>GUKnf?OJ=Yi%}BWy@+R~;8_B0|pHZ{|F($~m
z&voH|QYuI#n2u^_1(?l|^kqY=Je+lR-(cVrQ+U|!CxM_Xw3v7jc~S=}8c>3P?IpyQ
z+`zhZ5T0lPu2!XX_?9s)h9lCxmRxAj@SsOh`oaCz4}w{=g+1c1{I333;Y?O025XFq
zL<}vB+-z4j4EIg=O$M%%>7~!jFQ-Xqhgq?}7(zz6?QBa(@6%vMi69uWAwHF;#H&K=
zDuCq~;TA*^fBk_9y<iE^F|nkW2?kA9XFvD=3LvW=j>6}QeYBYIYGxur_@V@YW71wO
z|4>c_zu(Oj{DF7~$|l`<wmKto2{Qfb`8M<uv4kyWPFs-v*<%uOJanEtC5%(Kjd#~7
zUeWP=bZumET<|Vi<e^Z*<9V+gU2j%P_7yT2K<KP(;}(<CbY*;R47s{P@}@%$EBkPK
z+o_&%^C15#5Rc1%-{U+B4~>G@SmY`T<=NRuL{<|)shsKX7g-l87q-&Iq;dE6)i6i+
z@b>{ssOT-5xIMB-i>U3Ai{T;wXDOfz0{^)MleXb`sm^Q}@fhq$1yZ?1l&zCZ>?gpH
zWNP{+$MOfFW|4;?_;F5Od|Z8RBKK*I$)R~MVQQWSMjjJbSjF<}&{kCPYikefbu9-r
z7v~ONkv<YX9v8<cOlC@C5?2Iw$sCprQU4uHCP0s2J0wdEvnB=w-G-)mieP0`Ck!c}
z+s0?Z9s!A+>U2%JVWE4t(1^kHMXIH*U`aV0Y!IYM1EC=ezGIlfZIRUyQSHvY)?-nr
zWM8`IO`o5r0MW7W5b*g^vGFZTWVE={-$(n-Cb*XRreg6x+?=8Bn@*0^56nAGHP)DA
zUD{P$(1g(@#}8IgBV+PpUyRsE@T18xUs$El1aQX1E8~{1(mJh9nmQcN##2cR=)?rU
zTmA4yPVOJe>GLAAOx8&=WhVop5XzxP!DJWQj~0b_W|H>I3rz^&yu^6<cR6fS<*%Ud
ziIX}-J=^9`s8HpZ*KKr)1Vbf4oAC)L`(4u^%Eq(!!TC#OhTJ~Fj|w>|XOpCHQk>7d
zliQ^QGta}c%Bsem&s4V?Eab;ori*LTfuUCI{~Cf`HfXM&nPP!%x!fV`7m?vI!uKU|
zT*lOAa?l?yzuOvnrex^`^BowbEcn>xuXl*Rt6WeJc!B5aX1VVG&=0ZF>xb)<!_eFK
zYMB-aXK<J<yFcZQb;z|Y;TC<9j-(*q@fFJM?!MMF_!VC0vTMs6+^owmYR9sFTAC5s
zjzWbIy77s05>2WMS`I(Gf}yik!r>rrTm0FFnT=HfrixD;VcIldC)=DzJS#9EsADK^
z0`SR)tsu+bf%Y!W-|YpX$4@?cYUDgw+6Q&aORx#_`>CgFRrJM8(S_#=!|9*{sB_AX
zT}@Xl`eJukuU>~!Wdz7#k&o@L2j$fjYQ%{PiR-Y@5%wqq#UlVxZzWW=bz1VOTN|;=
zfz>uJCih??{l4nwjt?xevDfS}S0lVCf~Ed$kD2rB{DNW|g#xts*0|W8PuJR79uD)y
z<71=>C&v5TnBCeim|#_TXd^qEm885kZ@pM#BEK}SUJZr#%2Ug6C>Va29RG+45I87S
zaSXLN#5^av@5SZ&hBTdZ5AC(KY+D-7>y=qxvj$_1yDpZp_7KhbJsM=lM~1xl=CSbG
z(?mvW-Kouqx8i40n_U(p=~jC6ksh7aUNRVZva@a<ad3N=B_ZmS6olj{iYp(e8jE?3
zfzQZ+cUim{5vyBu#F5IhI@nAh<rE)aQ-Vy8Hpe$zVWGeCA`5_T_<?Lg<CPMIipkDf
zQav}{Yb%6~W9k)xI*Lsl+iT`NSyr#rH*8Go6&F;h47S^CcM|9aoAxLj>S`QDc1n;0
za@mI`4!aB979dIQQY4We7ZK>1ICpOXf6ZZb8VCd>3H2*WlD@Z5dQ?B9O{-Gy1qFb#
zj&xg-Q*7p=r&75SQ;;<W+bgK=fbpWmVgpSWxCYm^+eL%(Qb}H(#GdE#B#Ic@LGq+$
zmuWXzuX$bHJH=rZ^^?!wZxMh`CU;$06uD~El--{7?4IN;v>-It64PHtL@lrBk`u53
zpEo-$jkM{UuL%8IDIe#A#vw&_DVO`efX7Y^fgYT7{c;+RZ4l6w9^;o2Fjl`M-op6|
z-uu;(h+SoJFJLDR(NIp0?R&UXY8JC9da21!C&@t**sYM(r_QM-Lq0^zVj0-3j+pKH
zV#~0Q43AsS7I*@~Ue?*1$f%X;^M0q#)mv9gsCyoHmONntKo83TOd5z>qDb#)DT5hr
zDt-)B5Q|-*Q#Wv{Jy|zTv&tJTY`0Cok(%x+Mrdk`cX;?)ZN-eml~YGjpp&XVH1UcT
z-ic>2Y_-$`u6E{>`I+qlnBlC%=vR$IEZQtTG8Fh#ATgGjzQ{|{E~HE(f(x&ImOt+l
ze<rGuHu*3{E#qAsjiuUKjNHi<Oh+-&z^F@`;RE(CjD<-65;PN1A!B?5ojfH7lt1`|
z>e}fboTUmflNUG>l$4ES0XIJytg2W}4VBO}92i$qf=oirc74b~BH*}DJimR~h)8gr
zNv(!w?oOy}HJZC^<sFZ{&h!l8W=NPI=}Ah_lT+!B?~t)-EY=QuTq{#D`#_Mnw(A_m
zwyJ2zh?Ikq3E0Mzm{FioJ3Mic$Pj3QQmh#{7U*n#=6CrP3X>bnaOL+e3<fkK``J&%
zwGIqOG${-c(y?sSAnJ)oTy&vhIMeGrCme3zy~`Dnn)~rQumD3#@>NEjY^zXRH123U
zuAYF-4fq&B$QHOR`4_pHMFg+o6rAr8gERMqHq_w5KAbj`=8;z>sUM-OLlhI5m%h$X
z8s}+1g}5*ap#nJH!);pkOLC?))a@Rt2LMu{cTL+U0VN(@y<3<9`ioe^pH~#pL3hz<
zCE35D28*vbf`&!%aUq18o}zS@V~J(o8`$)iJi`U|tF2Ov#xdL)P{D6uun-&$E-OU{
z!IEZ-MwLqnT5Pmqs<Kb>UB!HJ9-B+{L$orGf9xrV>esW4WUQY#M<Tr=2O~HCzRcfO
z{R*>!BlfheK8^65AiX>D*}W--eazE4SYGgeQB~ft`0iUl((f9TCPC__TLeU8TnbZJ
zunwf6Z~OuLmbT)Co!Ru;w!6)ZVnG|Fv*ht!g@A(+Oksb(arhUt>k@ab0OQWVO_({a
zQ!=r9VyI2Gx<y=qu`L~U(=g)Yt#Jn!M$l?ZMJ(V^IbJ_%SOUMHb=vzrWNd1|1{8M3
z4-<Iiz`jtCp1KE}xv|tfFz-d()1e<YP{Rx9lKfUD_f#VVyP%npBSftEoU|nDZXUwJ
z)ucFPv$WS>JF8Vd??=apg)QKv`nOEWc=3ynq%wsDj04Q*6@)erD71weKPkjHOR*<x
zHU_i6(Dj@lTkRqENyZ5YpuNZ;F8KfGHm2m$>EqhouGS6&IlR>h-(V1jv{ehk_vx!n
zkC3>YF?psHu)N4p;A!fJbVumH(s3&tri%8@**0(6LRXFG(CuB`!PLj%8M6X8!lad}
zBf6OrJ-v6@cG09#!;lzc!w;<>GDU^x;h*Sz+{Fprl=`maP4V%@MV3wreP&q4@O-To
zOls%Qr^!N5^^?93C@MNKbigfldxJN(3IXOjpGF>RXZ;vR*w~MKhEm^J7g*BgjY1m)
zNtT<wsMwgUO*&L9d9*sZp&4gM^9(+PISy?S<>t`eor@jM^t`i5Lg(mXk&sQ`P|e<j
zk1&O_CB1g~!VsW>8_t)+&pZ3&lfQ~7CsuHwZJkF|2d8%h2jPL!cgAl72+EXxJEe5a
z?I<7;!sk-)o15E>Opar0_+y8vELp0L0Xl#vD%)tG!gmzda|1%@ji1iDvdqa-qV><E
zn^}L*H_7wn#0bdx!K*7QyW1PXgaW0<?*AP0nMy6rckAI(Jf56x{%9Q$D+)z`r=e3K
z!+l%N?|n?QCF08eeuYK{LO#Tsg=NzxF_rG<3r)6@XDu;XK<^Rcm`~fDb7kkCI3xCR
z@X`QGS+Cz=O2^Z=A1o~#`bU%b#}(L3U+<_uYpnGV<fA9rW??c;9J%#Qdih>SSXrPB
z3I*=EY1upnP1=lN?rY7$t4hrGtI=^k+jVM*Z1HI*&)~YyjFG;5W`bud=WQmyexU>9
zN$&1hdNIw1F?0Av2hjUbnpJ~KBGTfel0}Q=)ukNv>}8OoolIjw>sCNg2tu8F;Zth2
z$cS6(pO?TMEndLwXOCja<l9JF&T{uecK5&_iY)%FRKL$W!LC0BBk_kq7jRBUW=e;T
z5ZP)VXK(8)tmm-2zg0d&0V4hns@|zo1c+v}{AN?S^B>-$zPCY#(i7bNIK_^0YKZO#
z&WlXgTHXSbqE#@gG<lTd(NxbYZ6m;5=mJ`}L6XLU$Q4eSJJZ5)p*FGl)!mFPnP0Nn
z!yOG25GVD$f_0PBIFqxvC0|Jglt&0M1MPKxoa2_WNy5`4VxLZ9nH%!sWa>lL)`%~I
z-$$TThXhELx)3jmYY<SQeMllC*Dy0w%hEB=Iq5@*Hu@&wksabxky(7toQPn?@1N4D
z#FACX7mnjuQx{82zxcvSLglOFm7@SNmw@NG3r$L`oY@7dt?LO>+nkMR)CN)mmvJ}g
zARpb{9*zbR(tJfYQ1wJdA?ld-n;i3NyZirYGx^Ub8~<C<dj8Q3^A^GCf6+xJ{BP4m
z|Isq^rb+%=ccqa$zcnZTs`&wpM^yq06Vz)=ggfu04Wc)A>Ai-TGej>0+)%Jgn%0A~
ziixqf+$o~9BgLqumyP{XwIhm?vbaYvm(Wl5TEM1aQ7Nza9_3YV5SnUz0Bl))uT#%e
zH&xuOJTeLAqq)o_CE}HLlK?fbzHN^{9Hpl3f%O*)srp(DX~y|4w2f(Pp<22@d>Klf
zU~b81wz)=Q+nQN8<JIqX-4muB&r-d*<w2|HAvzh$xSJw#SSrQDx;NYzRjYtiOHo4Z
zDKd^9id%q&O0`FRw}0N+(+BwP!pO}2)<(G3b^q&~(*Lh*@$A3)vfgBKf9H>r=MR6i
zxnF!8r+VO|k!P=M@ii}Pw1LizP1pmS-3C&fKbjPGt@z>>)MxI)a6I3M(zUwSrNhHy
zTMvQINjyz(1+T@?tf!Pbb}WF_y|=Y;g!;6I4?E0O!*&}M-k^DHcCe}cdN;n$jFy(R
zI7LsNs5`5+&$eA;6{>_L*g5|s8vxtCNA^?H6Fnt#KnkuY$jT3sp)eQrC$(de0LBy}
z-DUT}ASE4&i|$2MX}bTQnt5U@Lo@YYz8ljK=bhkzr%co58UlR<jojav+h5z~{&RQD
z{12<A91cL}riTJ^*WTa|2E&AErkGIPeW~l%%MJ<X9_@tb=wB>PGRcv%A)Qzf_U2R=
zt;A=8Oe9euHUfGrhtZL%Q#w%^C0UguuI&j~r<VS5W0Y3*LEBS6Z}$_DxN&gTd!xJ<
zp*zvq<)4<epgkqD_`e(cUki5sv%$0f<87u@c*U<SZ6TLd--Qlag{d2NrnIA%vdJQ=
zut2brC|F1piVw|D-vyZ&G?iBQ8RpVvNNS~a-W8(bB&C}6ZT2F`LCd}L7}M(Ua;ZV?
z`w(qN3u}FLnkmf>l6fM3zw*10{<SRaKO5=4=%RH+7eR+bcVMm3P0Q%*r;+{(bkVOJ
zpKsgbf8*q4WMX(_k&+u{21N-J$=`tqB#-Zfp$gQ5aDyO(CiDkHJ2W_sz`?b@_g13C
z5aagE0NusG;lJAvQL876FN}hQfh`5o=XsB4?3Rp<0rbd1nDie_fRX;KfziL3wg2hO
z+Khj6H^0UG16~_=|9VI%hgBeS{pl(i1beW`&u^;_wjN(J#8OxQD9tg52;{nYSLWEg
z<%N%61D-Ga9P1SmkshHeG<_noZZa;0I!s?Orh6LubG|!ytij#s&=wgMh6;re1dC+%
z_T{d~7S*`U-(%2Xg=n+7fwCaJC;6S_{Hn}<%iv$B<^DQ$M%LO_tEOjq{RGr0(Su$L
zONF8-z%{^K!NK`3@Ie`n?%D&-04swi0}W`>W}36nK@Nf@gY57tWnbvNpQ^40Vhcm}
z`rUxu8ly12wjBI*L`Dky(cOfv0bFqEZ8`Y2%+rDC^vajEQl`Y=X_ca{B{YtH%ijnb
zq0WOpGzz3#f3nN6IV!QC8(o|HhJx3N&#FIzR;I6SW2)3LVfel8ti~<&fOV{s^l028
zrqDGoI5Cr1f>^h&r8$q(MZgM1J9ct^mx!o4uwE^LfTh$b$G1`ozREU$7zh3b4!i}v
zi3>6am9l_8z+XCoO(*yoSZYA>tD{{|UM(j9?9C`jUc6=<HnzfRvdGp;qahf~Ng8!D
z^w?)8v?Xm+94MH(vY(NJ#-R_)qB?`3mrQzf+;;$8Y5?9L_y~7L%po6;Pdh<mGpEai
zBIO{rR&^T?hVGPV?ZmUdyi}b`@d<+v#@sm_(X{_Wh!1P8jowQTA4gInJ`k2GH>g^B
z@r<{s<ptX_E~D%Ma&0+t@psGc*1+q3gcQav=JdC16TmCM>tC%>Ig<a^9tS)13K)x1
zsKEUClrHoOSD=?ql2*P7RwHWz`B5tiYWbIdz_cYEgbUdCx_gbjvhC&jeWN9`v&&_U
z{P?v9oC!g;U`k4>mUs~~AUhXcW*rP0!xG&2GW?zEw$M#Jt7Rx`iZor`HILs&sc-1c
zRO44eCR3r9bQ;T9Dq>DI=Q>+`oXf-1lZg13a<R!z$rXK~=bjd#Kbr>;+g3$9erEu0
z58nRKGg$o!-U#8q+}nIPgtwT1Q*KEc4=!F<diQ9Bf+Od#)UYy@-%;q@h5zs^*>?2)
z6vn8-J1={I@1Vpb^ZrAf*TDDPd~Aq9r`F?FWi)zDZX~R)DpfzISd5DX3>)?}@fOWI
zF7sbfG6HDppJ+jUH}bbeZmj?4jv1Ml0Ka@115i|8U@u>1_oNz8Pvj6E;s*$SdJ%hC
z47oI5A?V1#Z3Y0nh^>RJrUNKFq9HapMz?>WuWkpt*whaYpj>Sn<ll|ytufl)4`^ux
z$#8HYsAYGUxtQT@0VS?6_oSKT2b(Vu(k>jxgAheP0R9?f-D#U-%?@{EIP>eUNiXcH
z0<VP2dsMSxGXVm{kpd}ZXviu*2xcxWq?GAq2_5GkaxH0!2?rOM&*xw1MY|kG0#Xc_
z7ngDnCRk3CGEIUnzj3o6AC1LjABT%FBdrM$ZYbHdlby7WdsfPb78usLpZ9!F81M*A
zrI=)%xNuFk_!yYn2I8Hr#`2n7bm)_%<|H0JNR+zl!SW{_l<`?^g@x8JX|(CK!&bIg
zO(*Q8J&%*Gw)7K_<lWseb(b*&D!oEIq@nbKh|dd1U0Yq{&H-W}8O8x^4UBOqGLpCb
zPJwyMzor3_JM3-X%E~psi5So-;zUy3cO1;Ru@VC7c66fb)i%hx8<HOKyUBlR=*IXO
z<o$K?YAH6^x6?x{J)tGJC*Wf~-lt!2yyCN2vGABf{Txg%sBCik{w(vp{RSC9PyE$z
zI_V24x9&@p(lsVyf80Fb^|0h=SA>DfBW#_<I=0u^`@*nKSY*w~@#Q3E-!$qx^Rlf-
zTo#aLheC!TqtvA=O$tUD^Aor}gwk82P^*5ySaUKJB5p!obDBt>$<Zfv?u5Ge<WS*m
zob|r=OM<p4jHh2a#MZ~N54v&abA@ucSGpVyWpwvb8elBtJ?*}3SCCR@$JaZCSGd<4
z_iS2mC}_PEC&CfA3+MVZ9d`W3c2Bw6$yo_#w#HYRAbpzi#j4<7(t0@!J<124+T%d1
z<~e)}k_a~n_c(+Iw-zz+oR;28QfE)d+3fa*l7vjUiKO@MkXmDrgr5bo_jRM*9(CRI
zFtB{^T_{6`$qkSU;0o>$%&N|qFi=k`?unyKvEcJ#M<bQTI`1An=N!};2T`oPaQk>&
zCGN~Z#eutUISoNY71)d#Dn&QL1Z&vDdd(|R!@K`L@&v4gF-Y^9h5duQ<t@Pr;BT>l
zayTc-ugJ??hCi*d%NK6a^@p9&S{w5P9Smyur8hXRiC&2=s|dj4n=eMBl&?^d?Bz<K
z>{oh1tY*cK_!&v_Rc(zSGWdzYw4zbw!|!hIEsnoTda1#NZ0wBCcA1pDu;IebO`PSu
ztXWrk?E(2!)BJ{mjqx=D^|nLhU%~=6|0fCyFuuxSy={RRUg`M$>UjPoG4wWxAx6Mk
z(ZatZhW<ZD3^4-UiU$5AG4xNC7-IZ`^y@8W+`lA-{*RRyV*G=Z?JbK8_;11Y_bc`C
zwu9|o?6Ln`_E<*1TY==iX!ieKX!aQaZ-s^bvt*wb{~(8Xi!=J0`hZp#0Ol1f3%kf}
zEN7W^`==J<DLTB=w2`u8LEUF?O*<Irl>}Pnl{cF3#2I4rz@TlIf=LrvpoEH?QLKWl
zO}8ZR7!i7Xhveu5t}!fr?20T4!-p*+$^Q-T`-6h!EkgwSpD$6w_y>8;oBrAV5fVj=
ze=rNZWj_8TQS{$WqKNSilBl<=-v1<tB1VR{-Y@)1YVWO5dyEWky}|gK+q4SfMDXVO
zBROcLhpB6D!-Y+K`&@E#-_aS_j*|#Sng8Lt?;bs9SMfPSwChp!D+^zMtf87d(?yR0
zKA0M`+-=#gL-)&`kHSHiN`kdQS#;&pHRt}w0tE+fC@b0TGSsg;I&X`o|3<j;Ur?y}
zlV|PUH{M^_i(Xlw|DU;wr1c!_%{~!+B>a`Dr2pe912a1<<1ex!IXyFLM<rKVBSMB>
zFaF?l`{O0xl>^Sm!N$qnz{uebqBl8v8v{in$JfWu$q9+PzV{dXkdm3DnYGEkzyFW#
z|Naz0IyFT{BimmCqf`ICf08n?HgPm11hD?&#qY6P2Ye?z+@pK&2i-05!liJZdtD&X
zZa>0veNPXQTn4bBqk5CwQ4CJ$o-@y}!^nh8%%}wOZK8hBfJ@qh3sfs>Z~&NVB^tLC
z`ZwTXG)f!uV-+Ny-uWG{0!n1T9aF1#LThDj{PsoYUakPH3xTxd^LZNVLFDSRN8O2B
zkgym6x8!W3)PaZ*rnxTjG#L7<eScaGCtc+!W;|Ajl^+GoFR~Yxq)n;Ypqfbbzaa-?
z{DYI}-<Re;tKfN6D*bDk@HIK0{Ob~)1uVKZFz~gs#Mt=XOG}9UEG_XKgyWOKgw4ei
z+qMOE(zoaTkQk0z%0xp8#G#9d_M6Cx@qf3H#7JSp8iMHc`W@BXx-!f=lWUBH`}p>G
zZgBm+#!M=*BPv6l_&f(cEuw11tNxPTY5rU|&r2m))PZ~S`n_MhitX+VA92zRt!H(^
zEfa@Tj@d8?pHG=SO}n^VCjQOV*KgIwI(ah{$W32r=%L=ZM1Ivb30I3?={~YUiz@@s
zrJ-b$tR~~^Y9C4J%MLYwAeZB0KvXK$<bUVHSDu2|{#Cj|O*j18RiG9cA2AE**H#qr
zWN54(4VRzm{aarSyf9{4h23dL)3pStA}W2&lB|M)-LMszyXdJr-5;vl%ipQj=3?gN
zEfyX^DXWyE3I<y1m^~(s6E1(VtJ;0X48giKab|&QV}ZK6dLemrJa!UA7FECAL!2YF
zj1$uH6V$z10qwByY5MT}8o@Rs<fm}0-%b9TF9creBL8X#(n^xycmSy7TPioaePK-c
zj7!JZnc=58K)@z`*j6BbHWOx*a5lv{=AkNd+7%I|=_NG8Yf6pv@U-pRLx)_b4o+wH
zwufVIs$sM&#KiR|nDG$T31;rI$n>$pfLkLM4KCX9x)%cHjl;<BX3}+tn@&W+F`jZp
zTtK!pQqO&t%s%BOU(HfYXMWo62Li;%M)Ir@Ga+`{3bgJF@6)DdD69p%GrpzBu2Kbl
ziwfW>(eD#d%2q5?qlS4O{C+VzQohImmyv@Yb={5r8(}AK@T5Icp5P%5g&+1jfS)%S
z<-JF|1{5Lxxfnf^Cp1c#o1^6P&&(`_ST#nU-fO3LiJdZw#joSN;@Wr7KtE9CC`49_
z>H^vKCNrotWj+G;>SyD9`+*D}7>wKFMT0nz$TSoTb!NTJT^aRp!arWiNutNR^~Qk;
z%0iZ$vKK7gGGL|=&<{Th0Hr?DUz*OY-o-bez-^)58F3Nu`PO>djp)Dt`gBxynU2ct
zmZ-N{{w1I0<LBa^ouUPaW)UZi6(H{P;78u4;v;~aHOsM;Cg7l__}TnpZuw)t^br1J
z>X+-RkIGkJwV;J=q7`EXbQyD1h!U*d?@V4O?<zt9xwI97uLzep=Jw3ME$OJBp3jS~
zH9vpWdI4(xeEhq+`d4EAw;dm>|5%*xdgJ}8if5deMQNNFK(9*A#KfpD&dk87DhAkM
z7-yshlK>(5L-tU~To*_ME_Yos6M-<U3w$yn3{gJauZZ&twR8w95LpSP*ze5wt;zZS
zSjsbG{aXLo{6KAAS{(;`dH-4$d;F?nXKY#-S0v^y9tfZ(kLKFhxcqd+!LXlc<m@q#
zm=SZ6@uWHM6T8Dg#m$HmEu(AZHpKyQDp77pe&O^H*Wx^^`#leoa^)t2ZDNQYouRT+
zBuQz12wyOVsG140c8!#35d%LkJ=MfF1&lx`Xh?82nzSm%L<wR%c<}ldTqb!(MtG~*
z(NG1ILDpB+ie|kL)%FmZ1zj`N+XqC?PwQKIqx4S)SlDp{^XDwPyx)%)w%OILS33?d
z#0QR(kg8C@EeubLNjJ3}EEL`AX45jd${R!ipJLGGI^IvwtC5es-}b(pbRbeac!x71
z--M5bQ0(bLJyK~~ueb)6BH;rgb?mW5<w?S?!*17>i4yHuy#9^Ttw-g1+H+NzgU9Dk
zg64(j^xrMRTa)+9jQ@DB8YvA~|B@4YT?XyU0J6iM-0DYW_b+oAO5|9&^6hcG4AK)y
zUsdogZP{DZ5RwPop*f!?6W3yHW}n?5cgLW@*%39W=Q1`_UbJrX_uaLi5>%wE(gZ6W
zgqu~<oIdGPtEzkT?W(yyqygHgiHqGVGDqOQowr6^v^I+=!$&LYimC;qE3;Xk?ewY_
zGk_*To6eY}XZ8oaj|WjT%FG%32{AXGZ#Cmjj{So}@7>-2;VLV(2D8j~fPm9BvQo_s
z4Zqw_;(XzJg*ISHG|r?f07oHo1%|qLfpbPipP8x~405J^)8T6w=Q}P{ft>qSlG`e}
z28q!kttwZ+GVe!8UhTe`6E}E}C2t(Dc7`n0SgCz&Ol7Q|pa*e^O>A{B(qsz9+<h9W
z(+yANE%Dm%QrQEx7TFn_iJc@jGpjHt>MhG|Gr1f$NlmA4rM92s-Y77n)=<YhC=%cw
zQun4dO2dyYBut250yqr%+}B42erE9>C44{jF@}Qlk%B+y7CX@fo3H>YKTq`;Jrl@y
z_wl(9zUL-g$27OTlAG$-Y0zDy_PHI+w2rV1$^!%q{QDpU=Eu%uy>V5QVa%zUX|GFs
zdBVypbPA3g$zp0jYHrWz3=C5#jIw~ah8?VQQa0@$LAQ`l&!@xd_MLD`*Wl|G`f>p$
zi#>3+ZdbQ?6(B0=a@BE~=iU0x8NFrar(<{E&-frZzcaD7!k51XFw9lIDsHOjL8E))
z17SoU^8YP<3FJfmw*aQ-j{xQyy4a2_@U`9<--pEeKLZ#j&UYoh8_HXwe!$-<8l@uu
zzbdtaT{4Irz62vebh;`ynV+<w+Y$@Mk9=l119V&F(AWzqu?%k^LbO1;CLE&ovHMD-
z3a%(LjBtI<$vQ~(e+)WM5L4GMZD#dlOhogqMTiy2!|Q6$_#(b^_MYn2(~07C6!dF`
zHBx^J_h5%snQGiKzr=bx&yb|Lim>Rh(CJR2Y8f`OtjNRShtJ19OH7mtF%EyCQHN0I
z;M?__T08>t$_oeo?!SI3fcU%otdSf$3MdiWp)0skaA+7}^Qk!b%+8C|hbqx1z20~}
zD7}b@!YZ-ZfgsA}wuXrqwmSQ?^=m6ClJ<9ipZ&FU6$`v8Uqgb}=7r)4$#4lJK1QJy
zcq(d{kWHu|g88!?k(U|IARchcO_~1mGa?{!6h_oxPu0Z*&SF;<P%>z<%}>14FVbXP
z&o;s<&5I7&livlY!Uv0^)R)!aH$o+m62_e0?lt}rJg0PP(dz!dwTKwaE!FwE33zi}
z{BM0fTJl5I{`7FoyRT=B&^GIq`!_f9mlqB9WupbO&ZG*+B`mJl+(H0r?Y?!4w3F9)
zrtFXJTbDq)r?%{0$stXocH#@R9vD-Z#;lC!>Ev&yhh;qwoLUkUJnORrg`8HhqGAoN
z`Ao(z(LO0V<3*l@$HF+9<!P%WeFU$~y`B0*AvN(m;8dySqeYEsgM9(wc^gsL6*lNG
zwc-z)Vyq-VRLo5L`iN>hA9uWONA2$I_?F04N&F+_E4hH-I;Rb#o|pw+zeJ~(g5A4k
z%+Em01`fZQoVRAW8DABa{vobZ_+L#?=3tmOkNB$GWUs}Gfg}0BLdNKDuk;<+X^o06
z2<<|QzGcr{Vffuq!D~3Fst$J9JRYJRHQ!|$Rk}@<(qFQ%?IOCrtDi7dY$r_(e|U$g
zx1k6Z&Nf$nZZ_yu#h<FhNb|uJeP9aHY-9M-4NlCeZEzNZp&9-X`!JBJVQsY#fh2Ou
zgq2~Pm0S>6lD|C5GQa9<Av_Xg`kiCcl*Fv?$a_|RJbcLXGR?wg>K_95$~b;-`U1dL
zSXaC$$CV5z8fiW~5Om8!t=mYU&(ucUPKGnphzK!yG5|8E(!&opH9JGS9-l}pek}He
z?M4=X6uS_y*TZfhQpOJnkkv=*+OmJr;#p&>6&=&JAjy#nlU^uu*_wx{8EvoMc%i$h
zUMstS>~skJU3kXyW=!>Z5BQJM|EF-?!>e%Kt86A5PegI)#Yr1YXiRefrN7-BTxgOJ
zzGFS!nie8C^}EfxZ4ut?pVS#k>SgFT@9?sXbi%}Q2*;{T1lZE3j&YOYAH;C<%tRZC
z!Ds5U3t$F%&1mk<RTXosNR>v`ol6Nt5@zb(jTY77n2s#ftRjQ1`&a*P^0y3DKqW&W
zRg#zb@l)Qhh)fA<m$lzqtV#E(p{l4Kte~(t2^kG;B~OZ<c(q-qv>m?V24Y^;7e?OF
zx`yYD--P(P=SR3X&mV?1-M1(mK_&K%zCUXYp6`m`#p)-}{Q&_uBDWS7SYywEMfzV-
zGj560^|e5|X0#?C(`ewL4JO-@Ah(jgk)(tPri=SNWJieYWcbF7vMTg**zJO0={XN*
zyj=Ep;jTbFvJTBWw=VLw??k%)W)m>I6<jgA5-b086^!ILU*!womOO)p@n8ljui3}k
z_hMH+mk3eFgb;fR!!Sux4WmHfePA4e;!V_yU}e209aZsS{p48}E8l?wFdMV4#lOjb
zU`(8!bRJ_^=GUy++XlHX$3B-!ku)U<=?XSu@Got{^$Rw<;m8B=r&S-m2+>B+LmPm{
zGqhcnQJ(e;>FW_<oux_`1l%vAz7XR{AToxh%|))1!;OjjOiai?Tq0@ITh<=HTU_=p
z1BZBwk~(<S42j!j=CooV&(FO;F}!YQHe44jN~bqATB#@I>$yxmcpfl$xHsi>xi#MS
z-E6%TQZT%>wf=Rsq!ot#?4zW<(WFA7Gq_7HaXWm`u?Sp|Mh&9J4Aet09`Qqn*d%kN
zZ#Y5ndOXXt`SDcE>tg>5kC<)n{`8X%8JfCdpBkF5QD65VJ1U)2?M=cy7!)1$Eh}4}
zzH3)I3^`3SYO$#=4>@fS&?^ToGS`}JvQC({$O4GDW?_Qd1Z-{^iOUPEh8?MPHhQ2^
znO$+!`<9{~j8TgYg1fu)loq7wt_5IDsWc(-g8rf$+cHZF4*k=J88~L>Az&Y5lx(B>
zkGADTt3FwFEFuPZi2q;gy=7RP%ep0sySux)I|O%kcXxMpPjGj4m*6hJ2~GkD!Gi?1
z06nwz-uJAP=Jvzwd(P?Z)9Y`TbEdwk`l`k&V~k5~Le<_S{sxl%#icOt*1mA?1Z)KX
zH#f|8B3=sBPcmRMYaOX%zG|9~Z<#kc&bO?G<L(o4_i;sZGz@z2w7*6_c%QF#Z`Pe5
za-&7!yfoRb4wTscx;5ogq~dXf;5wIS@9~I&mb5oM3dv_Y8%U7wo~#5CX`{(xu`j*f
zR&MxSwo~GNUE*|kUnAllrC#0hoc&-^E)}U;VF#-&%+1_%v>E*VgHwjtqI*)Zx(2G+
zq046xGp|AOJWFAI19$w#+ne+g!er03J7Pl`su`7yrLF*0UPb%wQtB!5QNAkGN1=F+
zVIUpl;tzCGG+PXoz==2rx!~H&*V2Wg81a&V`vllj4CX2n<_m*jd1t{s*|V6HvJgoj
zq|R&$HGJvt?Mbc(Qco~w8g0Pezj`O9q(S(bCqgHcn~tx|6c@Tm`H;@!;g7>wOWAZY
zaW=zgBm_tDe}m^tT|2OqK*#(-C!?r-oNVzmN@YNPK;S9bm*Xuz&Vr!|I<G^@tlW~*
z5HDrnCfg9IL&iBCr9@!E)KrO)9POJYehx<LeY$##y%<*38H>XOfo%4XZ=a5y19E+S
z-ZA$8H)NHOy|iAhji{J^E0L-xN+JA{@Trj*O>XKn^9SJ*gI7;A4$RXQv_PRsc~P4`
z)8?3^s<q^*RIIjeeCLLG+M>Y`*_xGK1}ET$(x<UX5Dt)}tD3J<3}!_Hz~MjB4YQr1
zRCbtIEGPxr<m>ZWq00`HVd#IT&?jGvarf&ZB6`C<Lb~Y4%2A8i&F0U&r|QcLX-!Y{
z;uzvX+DdfjZn0RkoQdlf0)2WnB60SWpbHW6T5xa>9QFCcJN2QY3y6D5*7T)$crEM)
z<Q4vUNT|rvZWF<Ma*3|aTTr-tJCih5U3%J!uPaYkBiRprt70ZX<~2#W<=KGG=Jw2X
zdn;n{B)=x{@PM`FGh3W}L6q5$cB9DyJDuG96E_CEOn)L%HE`VA%n*pa*98pLu(rD$
z6e^qk4tS5L0rF7TGh?S@?dzbE(tWIxK?hy*8tOua4V$j1tv$)ksJaC=xchOa8{afZ
zM|&l5)pN9TdHzR&z1ebQ6e&3y#u|I>GdqXY^L(`yyMXPIbN$;q9UU-uE2%}KQNn!8
zMOgh<N=!>~mwxfL(+MyZmJKN5dxI58;cC+wV$M((!dyE3>scjylI85(7p_0`(6xt%
zu!rTv1WM~_@rd|4Z$6W#(rK7<9t6u46V-J9F$p3>G1PyXTV5>`u<03-M42MOFNA4n
zZL$cfp!{l6?D37bYT)cq2x<x&3j(TdW}0CoAChHapxsO+P;{fsm6$M@^WXqIlD^Fk
zp{+~l(nokCGIUq2e6&0wz-t&q(N^cN1KjlF<_otu2@{mlIDRaDmvCDp!w)F<x%G|3
zZ;x#AjEF+KZyLZtHnp@ny^RQU>fC=mVm|{{FfB>Fv<Y4vaQ(Ik_}|L>L4Ui+9{A2c
z<3Dodh2pmJDL@CSEQOp85fMw&mcza>)hU$ytl$`Bi&Lib{O6FD3QqgB+~bNhzjPx&
z&QCDD%eU9bGl)u%)+5pDD<92adPygfIJF(za;fd!zWt#fS6=uBR0H@vsD-P(EU%OZ
zRb{-9zWf%7Sf3Ke<p988gy{!dX~wSc(u2J^rsDo9Y*TwD6F<lVCvqbYwhUT4yPS7X
zykFV<+)DCs+7Kxa<C}!mwdPVumDrns7DO#Q6PsR}q%6zh#T)u*jhOdhV@v1OJzz^_
z3&yzKmLSYoCFRqlTAIsIZ`@QX%AS_S^~L7m;^H%B(Zl6~AG;~2ab>L$T7^V&#%<VS
z73yoxE%NBO-+JRH?b6{>Kpi6N3PV)_U1l(mEL)Ax!aLhT&4gVuaCz&pHi%m&yNbgf
z7DSJ+Z|o7zJfGg%zRkOakPw#jd}%gb8(=ZB|FxG{?X4UFC^1wRV42-8;R8aPbFDfK
z0n047&czHuC_pH^)@{_ZQcMvy+ujZJBMPlsvv;dYFqCNmmd;t4)GsjG15GBS5|i4-
z)LeTZDOAQu6m1f#t{g#}uiy13T*Or3#%q1okq%cq1FMk-AJywq_4!-Q(yNmCsROmE
z+;|EX!L%d9LovuZ<?-j;2VevJX#VAwp6|6W5;MTv=r4dr9>DM-f&-BFvniQ}$-q1n
z%5v784blX8iOFnHc_EBbxy;UBjY)+bzk+UY4sQPB+is_Vh3qWH;f1Xml$si0FqvcH
z3A@gUU&^jHyo@|3g_$`1fH((WYar-z%|6lGlR)hDY~z6h|F~QUBmr)HqK^C|RGQ8z
zI<06?3AP|WNjK4+mUrnlhbUsp`BJwGU_oA&9%f<x>!Yawu-p(4Qs)JFHf_l{pQoRK
zI=|cVb4M)YXE}6g!yi~ag8BMNQ-@zE)B<|~^uCM0^bq?v1Oy~qXo*7Bk8Ap@AcY>T
z3_2j6hT6fZWh4?Usr~@Am~#)|VHXqr_zopiw27>8ctZ^waaIQ?LvqV7=W@0&#Rug?
zS8IoQUzLaIw4)qT;Pd&Xn~Eb)6>8Srf(N*sx1uJqvQ+F;--e`PBGrh|Y;%PMJ#h`e
z_iU6V#xmDVA&2cgIhFCDIxOH!$*}G4*ijPqE#9U?9UL<)y|)^f;YhG#jneSR(TnK`
zsUwN~_yzp>*vLOWmTUyK{5f}2%fIIXEF`y+<_mj-{k0(kGoVfH&wE5o{trQebuY0!
z1oUvQg`46I>c?kq!37lsrFwi&<^|ht$FZ=-O4|FdLy)8!TYRRU7Cv(y$WhiU1xf|K
z!Dg>#PMsGO^ImF-#;DV)cZKwtl9bs=?2$gp)a--+*4ubvw$<j|_JK1%iqg;h9t6IO
zX6dEzzZTT9v;Or&lT#InC;LOF!i}Ip0$3PjL#2xU_~&y+e`$vVeaS=+Qa!P;i~b`_
zxBg*T`6xN*_C0A$fCqQ!g^$2V9>&@OdusMo*}=J}PtKLWM}8Ek+NFk$9qafUucgja
z*;5xpUl#>6ByvCSv(w$ZF(KBQ(%rkHMJ<iZ)6>qH8i(f5fha!Ac0CT0;mO+%-5adM
zI6(j#mV2oiID3+Mqcn6rB6n_(_<kZfGmW9<cD{Ii6%Q~YocQADC_1>MPCL!g-3@JQ
z3zEy`SU$`s7qohws1U}ZT`PkmjYIin<P0@?W$ZJGT{4c31Y^1oRLAX4!0#?^kzr7h
zp*_g0Or=7AQ~0n+aJ0YB<+GOSm-^yCRwe|o_@y?M2gD<CtuZ|G@l*3&4>(=bN0?T9
zr$QIy$;fAq$DIG9)@G}T9_R72Z%QYd?X5k$m|q-poys8OK-K=W8eeeEN82uAI|vs_
zL;|!MHBN=7^JkhJTK8B06Q)~T!JI-*b{WbJa1Ju8J6woY3!gc15_*h3XiJz`c>Gb3
z2pCd}1^ez8D{e64nk6{55N7SomwedNAe*x=L9lXjYi^qM%gXQ&)N5GD15r!y3^)Y{
zg|o1CR0*bNSGMb)hQFanE*ydfeqxk`Q1<#NrPa8xDFK%(KO{Z~yzV==vP;J%Qr`HD
znBBu09)5%MvwpSSNb6%)w#UQ6;u9#MEcne!JM6WQ3^Sms?XPdhA3WL43z%tMS;0Vx
zQ>zx0`)3=c1-TrO)pV>?nq4|ut$dO|Hi6`AdH^ihG<q|ROE*BNwXsnsRT?n=ImXXR
zdWXus!HAP4wB{Qnn!QfDie`kgA(*i?>?Cfjp5Ob95mu<UJRWg_$KASv;+Yr*oC2D~
zm!9FZ=$_^Gn=XMDP_}{tZ1MrOXhAf3|LG<nn$ySicOv884S^8}JubgSYHsgC%1xXq
z^6$q^Bepz!ruIHtAO8M%V7cj&TBb;Csi;Ep)9rFB?EIE5$S#yuizPHy2eDqXq)MbY
zjESG8RDCLCSCNSh12!Mg-kJwgI^0ckKLIYoVH@U=+x{1{BJFr;w@EjxE2>cZ5L1_q
zK0}X3>)6%kS~0ETAMOg|H(s1(9n^(c&PjP*;ocpeU0S{#b$uWcjp_1+4_pE{q<fej
z)(_SYL}C&eqc!q)7X8u$q_B0B&uxJtM=R-Ksun2cx)14&0sD;T-|{Qv74Ght_tG4`
zHZu6Vp&cNf0@FtXCwk*6wu?YsX18!^bzu4&V5iCwN$$9vK<Xi=gaLtoz|2erDUP&*
zOV-(E&(WjHm=j4dWph~Ekgndy2x}&l6Yf%qv7mH;*wN;uJ*N`xQ94&EuSd&|>vzdT
zFZR-SUkhSc0S<_N-nV9eD-wY9e$~hbW`z(Z5_>2I<v%|gSSZ=889^ClA(N_@rn4jR
zXdbuAorjEDN4fd_N+Iignz?X%ij^Y=@p4cYYc_SbA<lR<`T(XJC#+uu5i$l|iqcoD
zzn8ut*OiGSKqKX&(|!d!-EdyByJ2{2E-^{rjEd@0>swPyq$mYj&IOsIKGkBQ&c9TQ
z$+Qpyb-Pdlt}0_MoXAHZHAsfB9H&)`B>Ne!EzyydH#Kb%_oy*@`3|p?kuBs0u!zvr
zHwr6N3CRU$ndrjU(DckfhqKSmrCMGoOsFEQacuR{?8!f9d65sAU5&(VKh|CY5ifg5
zwCInmbF^>mQ_brSRd<k)(5>ZC)HY4!7R)(|%!VJ~ccVDmi$|D2XDwBF2kRv8&8%xK
z!OB%jF(Eyx60II*=068RDlS}fJ-Ef6zCDBOmCmDnX<1$k!2wtEpO-~WVd7V80YEO?
zr%Xbgp}qi6Hvim<AgQ62fR}}Z3f0MGTMQk^+UNa%^aYpN+UaSVD+nzqhiI%{)#nQc
z@{l#%qMbmA<A!`!$`1b|$gsqDt}gSOIR$=xb_j$|kLonm!Q!D~q4ROF&#bGrH0k?J
z%x(Lt8}PwLV;rlM^aeU<EA&jC7`n9Y+TQ&);BQ(7xd~r-z}KSc-<Zk2NcMq5aAG&P
z0F|L1I#k{Sai|*sEktBEl1bOyyOi{zi(ZgB^W2pp^;6L2RT0P4Jb0X1)0ju90~{<t
zUWZ*WZc#jk7z4QBrAq8)ln<O_Ru<;k4Styi+WWw7A!y5A8tZEj@^AT5)?Y=wz(F(-
z22g%b5h%nF$>|*spdb;5$rt_;fD`KLuqwdo^DirI7C-fCMnX>cz%3BXcgn^tEcp%|
z4DjEP(-2$T)0@yERbdjAgGkXtT|#D8gXA2rHf_ek%~!uqFYtcf_r|my)F#!b`CIBh
zZ0q{DMRSwMjSPQ~0cVenNPhC1^cH}H-M_a*@csu2{7a*LEihyS^jH05pDOdZgE2#W
z-$PR=8~bKqGTr1=!ExhY61AFR=P8cS2v_c%<1D`_G<>xn$s2I_&S4I9|KZ0iZ{IsP
z+0C<@4|jZ}-3WppH!jEZ5FpCzc!Zr$?HFMs9?i_i;E@ja^*9&kk?~k2O4#V6vDHe3
za%)n+w5U)Z8}>`ehGyV&eQS&d5-e3-Io9=>R;cdzX|jb;QbH{tW(Z6R@Dvbl{K(&u
zrfygX!l}(V^L&c_jCNXT8DtqF%5EkM-Qb@|s17}w*O?}^OTxpTLFck@YfEaM49C~$
zv;W!0kn~voN6XtzvpKasX{ysA{N=+Z(~WC1{!Z46x+nuL+Q`D<m5Hqgjnyme__0wR
zUH<7sQ1#vsuQvYoswM*#j3T;E!B5$o1+&ghwP=nL`mBVyf|Qt@ZOiXsmYbw|1%5PK
z&wRW2ehUd%n6drRn!Fb5va<elCjlfE03Cr)>wCYdF6dB5&bbvG-yhq+lQJrDlZPDO
zI0y>?#$L6LNi83d4#{F3I9txxsRV{k{dIe%++uq?N4x?ZVv<IxQ4PIw$<US;Ev1B0
z(J?PTLOg=?`rwDGB2mY63nkIbx0JIO+cTki9g%?pdr6EyFp%(BluW`OgzupVvxug8
z1V5FGWGBPF5v?q@BC=hnwQii>&Myzb>5j!LKOsX_M8Af3LN^|w@I&C8zYCL?7Y6x2
zt+r9)-OeT?jYAV_#cx+}vlx0Ogevz{)$o?QR@h2dF8`e@a&KOnOZX7~j__7&P(OEQ
zDGbY^WN|5wNCq?d9`F04)ggjr$-KxGLyg@G?FvIntk~O!9zBdTihVUZJnK5sxr4Q!
zqCrWc!WRFXIDI7Y?8jTqipby;6)>-3YIAh!6{F@d+n)}f7X1a*2)Ek{kX~Aw*TO`u
zzs4bUv45tRpoHa?l_b4?UPC1A7erp5d|sW@)T}Dfa9i4)ew&zG$W^fG>>(_R#Ncj3
z7aD{N_6RA#<?dm8Pom%0YQhn`5h9?$LlXbe@Lr1mIsba=ur@I%1KJr_)tH!pmBTS$
z%*Dh1pMHjaYJE-0!ovx|1d%0!s=|}Gv<LDqdm@E#k99b=&jU1(R==RXpnJ*+u!w%$
zp~&`If3TWLzx%Ii5K!FSFhZ<n{=vV#Uh(++J$T#odqEsJEK=~k=J#Y3z57i*`JCk}
z2mWo9%cHis!R3o~&-u}Zh3)TWT*4cMm5==>Aj=R{K-K-r1uTVURF1{(%qQbjT8<)i
z$TTq9%|Y9w68GMawOnkZQ=_SQ*x_#oo>tEjAGD)3r?gic#YnD7caF09vPkT~qc5F=
z+CW5cXy=Kz>8u5c23z$+1r8Q0nDZK5_BX3AA!iEJ8XiEGjOc?QoPKEJG34eE8i$^-
z=w-gn+NU{Vg=1a2LWREeBpgjgEoJj3usML$YZ5OKjam_fjjGrwOs{6hTxGZZlBYfA
zD%YXiC1Iha<M|VmcAQjogB-JuTXi}=Pi|Xat|L)soj6exwn%^+*#{-574zphb@a){
zX!y;X_X#6`3a*L!=g=vU%FNq=lvvRx-O>!!?s;KT9CW7K)9w#LVP6uZlkAS+M^VNf
z`Hi4L=%IF5NS^y_?l?lDX)8-Qm|@mWed59WV98;V3_x8*=IJ->-3wj5g2o7nej(`a
z>Zu{~zBzIF>5JFP8MXF;tRE|&Rpxbz{)+_v=Q~AB`Cs))P7kW;xAfony!Mklo?B3M
z$ml^dOGReU%#<%Q0_HT|M-Lae^lU8Ldz5j-oUY;JVRYrL+oWw%S!Ag^3A6fq$%J9z
zi*^CVSBe+!PD7wfLMcWpqf-iM#!Q1IYgGc5R@EhD0A{R><+}#I+NbrydefK8fy{Kg
z*PGB2kxcgCSk>DeOmAqXVwik}XbDHu*)nBfEdQuK2UqrZiM<3Vp$OUx3~Z;vHSUP{
z&Kz}o#;kmlKc;D1&?J@gc8F>u&KTw5t_@5@%c~J@`7(Nm{h6s|9hMeijhSI&#|qmB
znhxcPFGbCyynZ*O9|6T^E?$$surf=tNQem;quQf#>pnER>yV-g*+6-YauNEBg}|s(
zofTyG+Qw<sX!A>ZFzxM|(WXb=76YD*l%SW+fmg#%w!cQRcJbT@BE*155TGwYavmOZ
zfm9-WvN`f?CXI@O>>&=D@zXf1ntft}lNms;h2fGcUb_o-sV($vAZI_`fy(4jvY)eQ
zQi64)xVo4f7T!F?iW0K8u9<85Fta5}A<lj2fX!+fj7+%+s{K<DD!T>#7zw|g%IMQU
zZ5G>2{fgTqd0j%|!6VfhA#LuLIsyS2Rj=Dx|Gh%eKUCk?ff679z2@N*f+W8bl4kl8
zfyrPj{*Zjb4oqjlkYs-M;VTOVbN>K4C&Y!|uCa5!Y`GV=u9dbf5N$usOJxL(*P=_d
z-yoD3;JV%cl;;80HR5cLK&o91rI<$D&1Sr)c_xM!(0Z&{RAG67|A+TCccnb?@Sn@#
zn=kYb?`X9>t{&g$=0&W@Ccx;nU|d?J&pnUSuN_iJs%BZyFBh0x7sxDJA8It69jeiL
zLMs-uOpSYN#bD1Y2y|=ZE$15SeNX>tK-D#a&y6*HA3v(rLha?kr2GAFadZkr2{h-}
zoKUlYj;sgaNefpsK^4rq9=#=wNrbv(ju?S@A*TyzKLZL5LOBmwP5Y@f{XFoyBnpM9
zkg?^W+P7&bA#2h8;OMx9a0VNo5YcZBrmB~<6#I;X_4yhSAo6aX=;JesXNQok_4znD
zIMhAH;Guhb%9=y<Ae?;(u=Pfl4Ff(W;HFny({e0+HbR?Lg-{l9I-)chfcLR1v(B4$
zO09M-TY#^Yx5Lv;S3ImAEoP4pvjcz6NhwoTB9L#(y$c$m!pTRF4NI@G>-uT@&>S8c
z749hFA`&E%8|)^V32i}&13w(&OCq=9$R`KqwvU{CpvlD$S1uwy=-YPgNAjO?a}xaZ
ze`HLZ*+kcU`!;iiXsa~?@xnXC`C7ow_FGtCr@|c%=uVxyf*FOq3~VdE@vNV_e*TCY
zliM012AWvug*h?VfdIJR)2In$$sWeIdc0;a&svW+PrvyhQV{d#XFT{KW;7u+9e>|^
z$JR$xm57N%gSiMc8!Zq~3L^eKomjfjmcci~1&rSo`Fnh(?M&=Pqi<@<pCo`8b(GOG
zkJDmnyQZb3Bl@Cf?UUxltKrn0jLd3#@NQ1J8&A_jSGys;R#W<rWGX2N&pE@tb!WI)
zbs^@I1hzmmVG38U&zo*5KZi;)3j!LK9vzy~^%hxZnijDfBe$=&;n{Qy2BrW<)()U=
zDV5}<1Cybb`-zyv{}r~T4y-e_KlOq>(1p$(dh$bV&~XLJ61YUpr=zwaqiv+4#V`9S
zi{RJW6Ao0ci7c+9-Dd0#6#e(=$ZOWfK}%(sGsKoF{d*6>pTi9Iq`8EWbSv12vqKr#
z#?;HQd^fVZ%gdDL9z<mqP&y+c9Fy~5R2xRu1G)nX**aR{6pYkstWbOSWdvPd^ArU4
zV9B`1dKj?XN8`|R_My5>=RV(DqM~P|q~CdQ8tmOZSo{Q<6Q6pC@B{!(uRDQ$*F&@W
zRg(BuYdCs(#8)5XtLBI2<xJwNZq)=l3Iao{0XnbQ{=!j{!+ulu`VPW3eEV6Ro5y?j
z*>%K2s$Xr6@I+^5E7@qMej>`Ih)cOip*)l{02QXoUjy&`5F>0i1*xWKtVLNHngz?g
zVsE4|M`I+W9TuEWBPRhd1$oE7rnCs&rPnskhwq`jDsTlVyDSEV=CG>ULJ<i~&DZJV
zk%48Rz78oF4uPL1g1IS~@0vR6o>fxP-5n60!QPaT;e#5NOe@#^0R}CSna86QMLePg
z2dg{`Z1b%3^MN=l&dQ;#QTpjIH<`H~tRyDZW`mJV7Wg(7=z~GGARTf36CUhG^48P%
ztFL?YW4r<p{hQ*^CsItX9b4Lsf@i`h?!){iE4A^x2Hy|`)Z>j`dgWdl8L|9U2C(}T
z84<&+yTB}^XeS^-XGfIP>Yw)78AEW?h@Y>BNaEQ<nl7nJmHRg?alcn)t!1P+u2RAq
zb{V^;7AYs^kL>{OiTNJcR?KAR3cFB|R#({Gn9@#0DKGDZ?TXI9pM#Z>np{fRswWb^
z%JP*6cMixpmz6;x<x*9_uCU&qRxXbwdvsn?bf2(-$tU?X^Z<eFa#+_>Q%tlL_8^@r
z0byWeLjkKea{T!IgByZD31at$dPJ*2c=5WN2p1k0g8kOAJyF7S4T(iT@Ac1uYtf8|
zdFzkroPoEbPajP86g<;T-=4#oV%o;OG;6PpS^mn+`KJIdQv(n{05}{VD>y0phpgZX
z5E<|vx`JsH4F$lF&?eY8S~#E;cnkn<bb?tTfV3bThk$I$`vhu$!eH=f>R?LgFgTFs
z72(QDgL`en@^{Yq|21a~06VWclbC<&lKmqY_p5VUzW>NDU(tG|$Z7te4kTfypRM4u
zg;2Y+RC3H%DGFX|>W5)|%F2u{`VpsRJV*@5(K`6R8*5=J5gpycmIdy6jn1jDwN#9N
zG0HBxLzzkeXrCpV+PF8VHOj6GKY-Nds6k#@`q#z@f73hurg!|$(K`Ty+t<Are}|&~
zQK2Y+x%avy_+OJT<9u!O#{7R)qzuqyeBHGFmtqrfy%wGSS7j4%y&56^U&tondMyxU
z{kvQJe}`^$fFa52&M>yWRR#W56|nmiV*Jt~VdZ*lJoGnx|38wx4*+zpdwu`rt^L}x
zuMJiH=B@qz=dE$QHYoX<SNtErE9QD_(Dh4S_|FyMUmY&POi-Wx<`w@t@QPn;O8a+H
z{ohUX|5Hu%uQm>5WB;pwkDRKMJQy=T+XCHB9AsFgtE&u|^7c8UJ=<zlQi(>t>WF}3
z+(zGMnRi`G<)&bInKJH<*(&S$)a`wM_)2zK=;?(;J-TwCpFiSA)ns*&R~}u}iN5>V
z4DX;K#C)S=GG@b(3%%FL4O0{(H_JSYL0e^ix#!z2l{5MoCIzYIE*jI<AlhKC8XM^7
zUuz%O4x*>8%)b~`o%5#nY4P3o(9J<w6&7hBSE3uO>RX30V0DzkA_X~ZQf}?JY-aRV
zCrF*a{AjGcDZW0pew6m~5=?_OW>hRaw~@3g79%bFaQG>+4r3ILBjd_?HZW93_X5#Y
z{s}Rc*gaWrG>7>Mm2c%DZIKTNJuW0(8GBl{?Puo+QLNqgL4tNSU^vfyC2LVN!9GFq
zJmTdKg*#V}9Gp*(^y|nIUo>@<Pvk*(1%r3u1(S&Y4&->p=~X^pkG2~Nq-P?foEPBl
zN5hbfv!hbvt!qF`U|dnDu=ZEy8uQ#>CM%cO3lc?w8H`gU<YkwLwEV`%p$-Z2Ej}V9
zYo#=rjeC!y9_qC~BG1<9ZYp^jRXyk%Gy%Aw!xd4`0)Zc~J|Ig{T=!vU&Mdzf=kM7V
zVN7dYeTl91YMbM~JHr0!bcAugHu1s+kT(DGeXph>Wlsu_3Ap(s698J%(lsh1pZiND
zU}72!Vxdq+u8}Nd_gcq3#V<g61E*+k=|P6^j#T^f@J5;-pbnkbd2ceBk<CQiSO1ay
z%RONxSb>I`)T(gyS_!`D*+9*}H)ZV3#2F={ko;IR-S-=J-!gF=k|${0`N2m;qaedF
z0sSy%Gbf*NL=WRgbh<i#I`VwixJq&8xxQhV;hEtkd)sO$vl0dEmPZH|WPE5TWP*e-
zVZ-wQIf9`53CULrUkR#45=4={I5!(uz+&aimgonOKskngTw|XNdIwU#4ZVsjN22|X
zuSL9x#G)2s78xdepa8<+Jp^ID1G|=~V?l64oJ*!q(ZVY1VePT&#{`$_vZT7NA1S`3
z<3$%HX~q~AdpCN8V}NzqnqxsePKFIE-*xw1uzPj2?r2h@doZB4dPul%rGaduD^TLk
z^%;F;_CJbJu&sa*lWVyC0V;<xb)c!9Yh>t_vP{nGI20x`+T{(2PJ%8r16kJm*j>ht
znD~(4Z-e#Lvi&2&9uCTR;hO-xhrO#ur$^B5dmp@BDC@o2`TFnn<^S~d<yRYi|89Sw
zrz{i?_DducW+rP=91MB$V-o)qfJUi4XG4)CPf89YRuNgdW*vLKUnGs&6rHhLmVEu$
zG~)VZPxln1sHM_qy+<Zb^QQN>>Jn-Q$8J=A89d-aYvZ+gceGozaePuWsa_lY;M)Ln
zPJT-m(%2d3^-d<*WGchKobJn83=fPs!@Ak`H4ldL^;w_O*~e`lrg>Mx$Qb#b%zH<K
z#N+!9+{im8l}*e<7*n!^5LNQVWkPjROTA5$FkAgo#F(E4(SE8`A5f}J2ckiMC(((d
z%^_)_@@{P3rhDKgS5^}=XTRfY<8Cc}qli-n>Q;UaZ#%`CpqRtC23EqOK#q(}Emuq>
zE;swF-{0%u;9K0j5Y3&q=P?(Ohlq%3c9U@x@4au=Ow~`{6oZrL=$9Pd08IPWB}4uu
zTKuOGEdU1SuUix5|HA|z0J`A+_Fy6o_O533t}aAuf0%766EVt}nOYeMJNy#I{#7O9
z0Jyzz0&v+M!r0D$j}kF6{o(5a_~^f>VRHibgG@w#fBKi+wT0QQtNLF#*T1-o|4F2q
z8&F{VrQi+t@fY=>#T}gO{`f_J^tPg^m?i_@Q)co;c4kCW42<Sh7H-aFE{w)z_9m7F
zM$XO-9`t68F7zf2_U>lRu4bn6t_}>2rsmZD{H~O}xr3;ci7OE&>#x!QV6cDuq@t09
znY^2wv6(YK2K-Nt#K%X(DB@u2;H=^ZkkI@??^_x0MNZaV`D10k(*ec|n7n`d0U-a+
z3Fs>O*B}0=8vf5Ou>vOdSLyK|U;0fnoKe-x)AgUy;VN#%uD^800YB_)_piCsR4}$S
z1B{ySUpnC|0Gp6M!=PhLIR{)$B)R!gD=kvDwGk)O2_qM6{7J{~&1I0Vpiel^`vnJ5
zaVltuz`PMpj{+wVU5V=YOH&O<MD!Mf5v&g3c=5Hx>SS(D&Al-x?I_wf?>}tf1?xtm
z6@K;|8O+<#@S>LVN3syN5;-bXl4a(Cj@4M(qZa38tlNx%MK*>{Vn~2VC|+csiB6=}
zG{c39t*5pMpQjaS(Q16us@_&`IlHIV8E10yC&uxSx-WKhrHj*mBi*Gv)4B4r)>Y)W
zvp!dTa^x{fT8>^k`^sscFtcK#o=_E{arG_|l)ARZ+ttytF5Eh+lJQ4yRB$0o`QEwb
z{lm{VB2ROpL2Ml}Ec?mlK4*o}>|huMwHX7pcGloNFUNPua~!6+ZUH>cGKOyGhB07-
ztMBfoEN;Ggbf9-=-+ED!d8Ou<VI7k-00&S%XyFqO%E{+;PnPHHZDIP>j(DYV+v8LQ
zn~8r4DHDW7%tg^kTqYEa4ICJfhlH%jW>16*+MWfAY59pO#KkByBd9B!J&8dj={!P1
zh?@eQpYcU>tnzp#*fcI;#asv2l0w#4(WU8=w5GJuU41GYB-wh?xqAC;Xoopee2e^`
z0a%2uBr)VD(YOi%LV}A3*&QClGDH~=7zMPCMIc$4%d*nMHW!pE%H{mEvt&?m(lmP}
zj9?Rf{8Bh-t7VlXUWjkgQTU{IJnd+y5<m{C!TC%Hg&_84dplj0IuH&liB45SI};c4
zp#FDh^Ei_cTh^sjA@4Y)+>Zj^qD#>OM<$yvpvRjhdMM3|S1k1Bnn7l(1<ans!X`(_
zCOCoePVuIzT0%o^?$Y&*gY=T)Qt#dAZBjo(mmFitBsr25MdwqH<z>>GA9wg~TTf>i
z3lMXYkTK|_+cKc!7(xfV<rk7n$SQ!x9SoEs!7N10$N9p!1j8dWuQgB2R&B>>uYNQV
z)1s7PN)1(eL(V1Y%Wv<t5u2rkS(wxuPVW=E_Cwy}`w|9XOzqYIo-}&Pv=i5JUag-i
zd)QH{4us97rDTsl8~rW$I(mKPdUxRY<z_o=<6yIRQQ=ABt*P|NxBB|~v&)0+)sIE@
z5E>4V2_f@E-joFHUsBUN*fy-|l#9+rZW$>lDMuxoo$o&{kO(AK`kdBMzU}P4DQjH7
zoq>qZ!@4%V;p;~CpP1m~Ipw$CiW`}}>p6Wyo%GV!On&24_Ep#3X27znfc=IS-r;1y
zDj&tp181@SEN1+msv|BRD!hB$j*0C=Xx~1uLJSeNUTK89^K7>t=)Qk2E*>-un+*Bu
z(^UI+_Tt`7-{v`o*halshxS07{=OE%Hn*L5^-gAlTxdc^(d$^8BV-uC^5OSb>z{dP
zN$K<~cp);PBBx3dkJT<i{mN|*)h_kMud7Qx-nw>-*lSDbcgiSU)A5+`VvGtIDv`=X
zPzl$jx8C8721*>uZpLJNp&VP6r3RXE$Lg@s{u*yDM+4wOb8(xs3VFSMm%Qnt$B_AJ
z4;eG@z&8QwgPyY1S!x4YPIjeN;1zQDoLpyWu+;#und`Hd-x5NHkRV+{v;jV_|ArlR
zo$|t({(uv=vm9+!;`>t`iia(S@uLGqX1DLT;rl6b(tsym_d+Dx|2|Oo$941?^8gkO
zfFs7A&%+&D8;4ILXPy4w357t2KWg5en)Q&o<8wvgPpBt=xGPqlc%mQ^cu{z{FB)vF
zV!kc*EG3udD10>h?A*@F%6s~?Hff(mx-f4#k+k=Xem1|KP<<qtbeQ4XFom>Yrm|;-
zDAyL+S*R#WKNT@a$BOvrw-|646F)7}81k=NyPH`CD81|SsVvhSZ)_kpPCq%cX#Mm*
zW1W@WN7hb<84ATh@lj7H5o@!qx+f$UR&sAhj7)HiEUYo7E<=$5LQL(R+tKE9L4#J3
zbmGy~PSGcG@OKY+`%pdIWFBO)4Md2N%Qy3eEZO2pcvx$d=eCljat*#MgCUE1y23b8
z@tU5+B$*Vc4@u0PI*%O6C4F*|5NlCm4(j~6tZBd7%%dm^<JwrmYrWCI@#jKOVtuIN
z&8YDqC_-drq4wBqQ^E%@9+bA_j%-v|N}|*TYQG#|?sUEp(lC-)Oai8hwwR{37Pnu>
zS=15~@tiWmtBzM6Hj^yjPyIR8i&^e%E$m5iiz8{kzma%*xSxDxL{1Q_DE`0{!Yo2v
zPf51o99$H`&g2-6DMP1%oQKN$<%}C134@4FP&9B1NXh8kKp-p(6e^ZdW*^i#ayasV
zc(cz057wz+VaPZ_DUT+OcyW;s4^F5ixBLeMWl?UziMP<cn0HQ5V4k5!cuMt(v^{NF
zO^nqs<YziI`T<UeBZvlCI}FUkbi33nBDIO>#9t*eNoWyDjp2^KsJ8q?`}{k^%qL)y
z(pREjKBliN?$W13-V%f1J>z&VP4eSoCxJ@6aV3*#ll0>G)M#ZW<q-O)GpZGckKP3|
zxt02LL*++cvLIY*aDW~+cki5AR-2cazni9$z}nz6(KJlH!<q6*z$QLCBlV<tq6|RM
zq;bgTJc5k)rZk2*lFE=Iax&2ms`4jVR@fP7q8fk4g|L6%u|TcVRU55*(dVRh<VcfG
z4t$ZhrcIRRd7~)}hjV_DOpByGnT}44rtf~XiB~*hBMw020scOJ#J9@4=rsJ^bhh1v
z$}sH*sbAG);o5Rh;l=l?RYr{*80-6_;)KzKcZYNQ3Amr$9(}qAV?>eb5pF>&Sbe}=
z;IwxW2+0=i3b+?PMKvZU+xG#g`+8F?aYAb3MybQ2MEFD$bc+U^nKP1qq7~<BlHP7W
z|NKSt**Ej%;{hj1x4}d}Ceqm#?h}r=afc$fK^ph8xA)&zTam@5xlj^uVhLxEjIvAJ
zg&iyn!psPMT<%~@?0bQOO*<6mdw-fBI6o-jXEzQHR4nJ+@k}r{KDJ7}GtC~+^hXRq
zJKV3{P`y%5qkT44v-9Yf#&wxC%N;x&N!>6X*KWI4=JfY>`PjU=r2aJ(-2Y2Z1KXBn
zK3G|N)XZ`QKY!5~Pt}EjmzUdiec50zb3U?l<Zi^;(NGSVT;46-Qb>43-{6(|AiZ;T
zx=QdV2(A^P9MYRq>Mc?PZ@CGl`DoI@eaEjJ@s=Cu1{kL>-8^{ZAim$etnu47U3VPn
zH+k9-vQXN(gtE_jfLtd~NmNv8x0SD+9v#@J`3U;tc)8|~OeOJVnVw0feO|NCtBtX3
zuAaS0A<S%2U;@S1<Vp?yS-+4YpzU9MmXVaXzGvqraUz52o?guFg2ECU00oOZNe#K1
zjWgB|rc4xk;P`boxb&<CAf%SG0=*Ka5h3r2lhq&*B;l)R$AZmy#{u~@9THt*2hU<9
zd$OLml2h%YzLruq@3UDvcB16a4<ukJ+js`z*`HAflDW^fho7B=%zh5isns4G%o*P8
z^tiE5`J{nmN)>$pkvf^tZ*kl98*L)uFBA=W4&`FlHlV}?JuW4aT~ikr%3uWh2$K&s
z;In+$+rdq;3vB1==mtlSTfE|*-}l8HPkAs=a4IY+%SQewkt{0j@&105F(BaPe0f=7
zoBLc3LK+#3x1lSPN(vf0jkVNFocGw?Z~?Y<ixOhw6LUv^-Om1}t}|e>H5d>rIPD=t
zYJ`1xeFm-(E-<^kzzD2dF8}7uKoe@(G&!@T85);r%saCh$OKS0+vIL64vRRwA$NT>
zRd2ibaKC*q!iP^`=_C9O)vB#0{aEc0Z7EG^sLvcN8|DPLX(t*FI~`}@$2r#0cF;mJ
zXZ?Oz*r2+`1e<iYb|2RhjmMPlN6O(dDAAu=-^n}tFjq_Y{#Xf5-Pg5r0uScDhpVwn
zpntek+Heh2C#TM#h?-o+T|_O!b~WCoHDd2j_%ZExK-Wcb+tKaW89ddMM#2~gw0+bN
zyOOp0$>O3RotbR%{UZ{mX4h&O?S&U2Ty*iIH4p^f^s?4!<^(%hD1|X%jXV9&M!<JR
z7&{cF%y_UuCQ}Q-x=IGhlZmdW8gR!W#+xsmYTJV5t3d3KWBDt$X)bZy#KF3;cXkDd
zD+*d!+<CFk7>l(YD%QdqekVY2-8-y?4jahu(G4Ty;=186N)%FU(`td-pYP#$gxr3t
z#@(A`F<RvzML{j>fkN~Y{}i|w`n2=Tx&77!;Tn;eyxh52Nitj0@zj+eU@r@|w?e<f
zm@|pf?uKIXB-$31cge_M^2n|b$C_ntT)m)$ak=@qC83R~bRHMnO?ukb+vZ;R+8iXT
zZZN7;Rs<;&9X`Wi10g-|J~iU5!;(hA98-E*AzynY9CLAFkqT&R0^>sfmCz#?s<|Iq
zzsWb_*`;uEkO6g_y>}N?YiR<+#fMjG%fca*A4OF#2h13y21PJaN<7YVjIe)7a!!~C
z#TQeR2uN*<K{bUoFifI|hiC%vKoQo~n)e$T*4JL`$#mZrIlWzC`{L13hsb$1dC_OH
za?EqfQG}HVwUxBZkgdnnnM|_8TgKSk(b@^2=u@-)9*=<tGzR&+bH}mVA{0dgP9C{W
z7~Hwy^DMb7CM7wiTUL|<u}jmOd4UB-O3-ktgJGJ2uQ5DLZl#8<b<fgqKTH=d2%l@l
z39zw<)8uq`eCN^qypo%ca+q&DeE(ZK7^r3cxJxip=gl5%RDFvljxu)tz*a-<Fo_)#
zBs!~1zolDq)N}CoM_9vkEUI`r(A<nNw^4e0rz%<g!wERtMPKgpEJO3|G~9;t)D_l=
z5IQ4MZ`~vNfs9fA)=Qgyp#IWM^`xvEdCJ;&_M~>@Oa!k7n(u?g&AikJiIvMJnl-S7
z#{69_aP^b=)ox_EWNtqUIcLX8YRjsGzgUoXwzDZi;zc+RSp6KDVqzgFV9#;vh_@P0
z9_q7z(A^yWKG0eaWL(HPP&Ge7ZrQuOH8Ps#_x;ND*3MkUTav#5YYSgDmR~za$`S%a
zK=;lxK0DYsF0S=Vmos4U8Xjx+V<$4{tj)M-bDM_1RhkQ0!GQ`IA||0ja;KRrvDmib
z>Tq!7QyD1p%|ZTPDHzHuHC+8pgtgnznQkFj^Z2`xwgTbL?H@j}&g%0zvbqToJ_N#k
z^r?yRX>zzsaY!zBoc0x}?{Tx^kIGV07v8Va?RLI=gL}!K@C-@&`Rx5mVD!(O!+*+O
z0K69dznF~CGXWgNSXnq3IRBAO`P*mg-@|8&4PYMqZwajz^GN?pov{37iDw4z0r-P;
zi7ueA7Ts@nbYr@x^6+c}PbOciMiv3gClW3gp;j5VggFD#&y!ryqqLt@Z~gs!@VB}^
z<|vw?8ka!?tvv_qZ>X#Jg42)CbLImSn*Ber3>U9ZuCegvTH}iXJ8Hgw*UiMPLW`H-
z6P8@)Av=9gw1N`<xQ)~9B2?}=N@1ZPJ)E`;-$!5yznaE^bY*+k`PQcy70>Lj2x6XY
z9%>hZ9U3#0qX|MjT%2E#VtuUm;h>vR+@UNF&2IAXt}z|O$_}NY3g>)^`>>fz-2va6
zQ*%WAeZg)To3q#fwM67dsxaFi4T63HzQGB_yl%oyp=Z<GQ`dJioDCm2!?$1Q;!+xr
zsoF^C1>Z*N<L=~-kvY#Ix8*)xD*-ek-+UWOc|i${jp?;TyWf@2%%-J&DWQSSc9)HH
z#3Ukr_tNgDyxHU^m8J}RN4fcyj4H6tRv=0;s2R#O*-`wQ_l=2`jj_t5u6Q2%s`Ga&
z6gr_gThnm`8WlvBdPyb&hc`#V$2tMx72R#ft7Wbrnt9ZaFTKI9?H2yMw(*OHF9Pr&
zdqC3%EYu7{-kzEs`OW4M9HV^+P2y(kR3DHL`SF66Xu#Ovq;Za&)$^8k-q3^H^Tro%
zc4P|Sv8OH^)OE%Hf?DNImQQ6ip3L~;<}6u#xz;)mUDsYMz{k;DxJ8aM;$!_9E;<on
z#iM3i{O9JBGgK5aECMWCS)cQuF*zGL_vKPly45UU_*2CwM0C+al&ALi#csDl>dcWN
zu+If(cy0MKk;$v{uZg#?Xp|vICeR}-4ShjegzqR4;8}1qLL5^^sH}zd5!U+*!|(bv
zvQ!W*fV(LXs&!N=b=XMQA;)=#`Cxl3G;IHUt-aZpUfpl|n{$ntveYjPx~}i&0+^D-
z3?vmd?fcYs&n;WC>Nr?L=5)0pC~uuELp0+dXF@vYMGi-Q2@hIz*PKG^Re9}gyftb(
zs){4dI@pg|OihV;PVTWl9S=B6VEl~gvZ+b-0XCMOH0*+qmHfIHEk#Buse;7h9tCmX
zDsIM{htox<tK=#}OA}0=8BNdB1NopTz4phKN>Ap=+n?#rtIBoYvJ~6xmOZKqxCtJj
zp@kNvXHw-!NT469Pv}Vrz~D)rYd)KLuyW{ohuMy#%j9cKn<8N1Ac<iaf5|X5F`{Lx
zz3QLXFlG^DE3}D9!D7)u_@<fO@V}q0EgREoD^tH6t^fIMqijsCF4+9uHyGdWOI1(Q
zqh|nMkpv1kaMOI4{PS7c5pP&H*u#-0XnL(3yHSW8$J_ED_;#vgqT{Oz3R!vt`KZ*|
zaRMYapT)ia8dvuO`iGuFJ?W11E^9Hw&@s_Hl8<(tLk=-U0~p=H19k7Nx<mXK??Ej;
z(OA56K>fKY^FO@A0K|tsr@Q2oxt+m?;U>Mn8>*H{lD_fVayLHbX^#SB5#bc8R{@6=
z2#YP;7iuNUVUU+Q(EWhde7v?@GB|^)2RRuW7+zTza1c^<m1W!Fnt$gF3+6OBOJ5x<
zh?354m5By<Xd$u=Ue#QHSxEuZNJLNNNI`x>6m$?o?R9X}X;})ce8w*089ykl)cxV3
z<!zvj&@)mRecK5^oD0d$TPKO>AD%*3qE@Ia)$oWJ+7$LOZAHXQSC_0q#s~*P>mSDa
z3kJsp8oJAD(7AmskVl35jcECN#j);VZML=Ekf5!tI>4e%HIviGX6v$uM|atVpj?;-
zJR3@^flf;7!rJ9p)-gFRAQ3Hpu%xAb&NPRex7ocA(zv^$dCpdhenF0f4M1^zB~$>=
zf&M(pYRb&NX8D()lsSh9Bi7N)J1Muj09;#o$K`qqLn(}jFe(*uySom0)+%!htGftP
zKU9l1pNDT{%>CRWS9CG0)%UEYZj#4r-1U$Bc@m@Vb8l;Ek6P}$K6ZRh5Pc9IXy&!9
zj;UHvqRwgKvA)f016kyiFD!E0)a}8KE*PLk6UlK{?NNLSHY%77hM(@_WaM2=gkIje
z*W#O@SgcW?@U|ttbjkS1QKXb<%`fTwP#60&m%w8ysQJ7cLNfyqHBr1Iy2uo5qso<r
zM=c2?-6$fRwjdodE1@`pr$9MziK9~(JC-OvN*Ab6dCWuxX4<>ZPXr&NEqj?b{bUl)
zX{Q2iiq1FF@C4xVkXC!=Pc`l#zgE2MdSNRwzm{Fd@*B;}OzGcznWVw6K>cUL`AeRA
zAx5ItX|%1}Ax0qJCZgqY^d98YEzG49PZ8~1DW`S)9h@JVT~XZBq<pLRMDKiBnZK!2
z*1oacr@D-eLf2>ygRLtaaT~rIqE6XULMG+?X)S+2g?Jg*DNIXZ>^Ll(LZusgXdhuC
z+uq6}$GQ^1(2>&{t7jM`n5XIo=ADV|SZp@4qg#MG+f1|PllJlFk8J-TCD0}&hym6*
z{?2zr9F3BaLtlMZHJX4mYEfeDDf5mWs=9$DYW1gHnw&p}691$3oSFHrU5{$<yePj;
zsbAtt1B1bE^Ils{W}Ch2=Zr9D^%sHQz!pX|hMeNe7UjX1?_`5TGZZd9S13d>5n*?!
z#H23DSa0ZSPmsgURpeAovwyGlrm;DWnD^I&jrqDe#V}}5_soR{zdZM&<ayJ+*?%7>
zq?!K1OT&LP)&_7)|NH{kDe^iG3qpOrLDR9=H8VW(=bGt}O7VE+2(&#Sffv_*7pfUa
zqh?-FS9-lu<a}Dx^M01o>1x^bx~!aDaq;9zxW_PWbL;!Fp#!s*2cLQ@oteb88~&8_
z4NDrXNlW8|?ew|vGrRZYl)?S>kq5UaS)w@v?FVFM5@yq-ErUpi0zvBg4Iyy0l5bdT
z92U+8hs@x}6mQCfKcD1S9f5WBT|hg<QvdLyIEWSk>toBNO**TwI4YHGTc3%F|B?dG
zH%MTgZyE+YLC!*^i+JuQ^@-tOfXtMB-w;okrYwWb6~c2*E0$kyhJp(yJ`*dcsOs*j
zC@w>x^~|1vj0(1c;kKV`4O}S-(I^J&woJ@u+<{6v#jU+G!>>iwEP%WD&oiu-(Elr%
z5j}l^$@9?!Ze{j;Ta~-^+{*yEYO5oLa|VSyf)JxqHeITiip}Ejye*EnwLg48Gp#TP
zrnFpBz^VLfPcVEc&3P%t`^NEFQ3tjI9zQtO+$1E~1>^MdtWsL1fZbiY6*GsA_f%N?
z&XJWS7TF5BJCFQ(8+_8T=yy!hPi4^}YL_^75d!R1EF7%NM-=k7`D4vwdSi97X$NCE
z<6Z5>Lm#Lxhw#h0=F%t?v1RC!GT~06jZ+YH?0(=LK4)KF&E-l^X@|cwFRw-LEC7br
zpXWtPxj%lG2+*B`p38Y4E-KVBn)b_f)y>G#E^{9aWbhq|TSX0uQ+J0Ns|#PVe|ht%
z_|x_#=(WLF=<b2sVqJuGmj4q5E;2iTKSNCV6xZ^85V^C5Qg3$6n6h|SLSC@smR{-P
zV0fXw^B0Oa<onLh<R*;MPb3r+kTV(4<Khw+H0j%yhml8#G+>`q%W5rZhXnX3<WuFT
z9tTL{!m3>rP*C^O_uVm3-Hc7iaeWyXrN`@esUWt#VD8AH@z)Z7uYq%Ih>i50fUb>e
z?z?Mt8Vbrcacl2c3S&hqBKTvZ$$rG4S<2i8H%aZ*bk^OU7PkcbSa_beg5RsUEG>L`
zz290-_ubMcAY)}s>&xTw@%e??6R?JM=!?_*TDZ>q+u>~&&yNtu1QqrVxsc}8T#0WB
z8v*FD0rLysw_o~0!oZ+2#z@LSj}-c|g4~Up?HOx9n7!2+9T!yl@WcBPMsy=s)hY^E
z5qY2Na+%>K(bp><8w#;Jj%5cORpknLV8Nd+)WR)7F!OI&&tKXfuSKfAYcBzW1)Tx3
zkt08tWoi~*a;}+);t!nxxD8|O^VKc&;;@k^m&HjrFw`daVbhEP`$@Oe`+lC?h;k(*
zS<OHElAlW7U=Gh6Y#t;=Ru59A!m7QW9Tmn^TQ1zH8*DNbq2VwerT~6V@)4wx`#bJH
z-v?1i;`0g+HCbAWoVxXlcO8<B-!sptioUwx$9N(O&#-jYiFv7SLj+e_&YSR=x&bR>
zWqQcZd0iT?r;w{cq_|E(TqG(Htiw-W*jrnA!GFYBs2XG#2`{khD>Bn*wI6+NZLec9
zQBQ}c)qUV=d9==y?+O)Ho%2php&%mtxJkxA+{=n{d3wOem|j*NA<2c-hZU4ohAtIq
zf-Zah*z^r3PTP18_Ka3Q`%OKBc9V3?N?!=*lh;7qw})@H;Aj2sUTEuN1Kd@w#8tob
z@&mj${!p|ANO|TqLxYh0;LmYi|79~mkVAuB9c))k0&F%WnV2`sVr++9BIs`tjA{71
zl((q6sS0j1sj<J46}ldzI|Up&pb1IE^dY7EJP@h~$tobL?*vySmK)`ou}64~Lr3Yl
zg1UIvVz9ryWwJnly#kl|Y(ufz1$$M!fkub_euq|(D?ZLk`rR>WnY?H{oF`X6zaH%<
zLCaowIV8>lL5xd(F`W~-F>%_mqtfU07SPl^=v5Lg15zqZ`L_*(d){o}gA&i^t>5;2
zc5^j|61x?3O_+_ENQIpj4hYQi58ki7H&3il5i#FIx@Rruy{x_TDkePV33GmFAHOyb
z_?@4sr^4+F(CPpF_-h{*d-hteRwO>RB?ubep2kXQzJqeKs%^}1mmlTvv{+i{^(<1@
zy0d?p-oEN&evf=CW|QM60Bb&-vg!vuuWbYcY;@XkMg?v)1hYjnrA=FY7e}!yOwf4}
z2UU!vXJ+X_x-3`nMHZCRblLLDS2<hBhnW$Er(AEk2F%#~fi7X3K=4CFd=&KQoPsyt
zc9yJ`@*z@ar9KX0%6jHZp}0-rsMzt&`OK=b1>YbT=7+*%?3sJb%HqV4y*}rKf4cli
zyvhg*oK!RKbi!s>fyt6>dl%i=h($;3iT%A8%wUc8O$n!P(Z|ikgPs!39YQ)cBD0?p
zLrAkGbEsC|_EiZAA25X6ihMGKZ@I0<zlD2c4}_+e&eR2Q^(GP6%Q6EBx(?uva$T*b
zZ;ugSKIRX<v<$C}6n+cG{;7*K%MJ?A#VXweh)Jf7{8KHL=$~S_u2XPueKdip449Jq
z!Fiy2xVS>MyW*PdM5z@C&@iyIV8#M8i00mz7??mmIfyb|7#z!M5%zCJZF+Hk78)K3
z%`PiZad~d(CF3Z7y3gZVa4|Eg3AZn)@30U^F~uB)LH}wACP!q05-a|Lasza8p*uss
zjL5$ll4k_C#kA_@;Jdmw0@ymz(wBz#dYt>$>sl@DU(tB*dy!%6`ZGW@z72@RC9^n~
zQM!^45hx6eF0FA!>MMSNjr%>1@qB5Rd*>U=K|d<K<Sp-EYQPqew=mo>R#ffgy9sw|
zz))#g5i1%?7%g5nGFtpup|Ztm<sOp(J4T<=8<Yc)hV-SuzZT{Gma<~y{D+VzKrNZM
zO_d4sd{Q<RT^a5@+$9`b5Q`v`$sbyxz-l0BK;ya$`PN*FkRL!ZL3V{y3(pN{J_4kY
zx#BSVUmDPBLE-O*0wBemIP?qrL}%aBgO}%@jxXdkKKItLrB5!XS4P&*yM}x!Cv=56
zi>B)k&bsn+DsVWeabTR@oG(YgA0gm0UPP}mHg>R7?VdBO9{thcoqWhSGeCAU>zh>J
z6&{_Q&n``3INIG+LgpcC2cw@nf3QbPJoMi<d&lt1nzm~&Habbiwr#V6jyrZbPRF)w
zqhs5)ZQHiZN#mLCdEdEbj{BHjb=5BH(zW+lwb!|pe}i&5E=!qNws(~VY_+8y0VeDg
zCaejLp#uUCxq^T%y{}{hn^y2Gpv0hfpsiI<ZXG8s^xYU@ZoGOu2F5q@0dY%r)y7~D
zJIT*up{HKMp{=Q7VgSM1RRfHK)HeMfCN=4#eZ-P$6W)Wc5`(Zd!6#UIqBeQ-c{G#w
z7W3L%h!Qq3>(%#uVJLPfAGn4^=H;3sQb$xgs2}!e@J0h?LVV~4?R4&fIGEz9@&3?U
zIYBj=OBcM=t?w9aap~n(;Oi?H|74qgz&!umYmWW{J^bG`sD32(uh-m%aTN8jsJkD|
zxe7TN@3lfY!_*X_@Nl&qJ=Kpp1L#HsZ0M(_F99xBb?@BV$56>h>zasWSNw7lvE^&r
zWrsPz4VXzUKHZzsT#lrG+;C0$d`cx|=Kz&AlSNy=o~Jy{Z6==h5!=TV7<W|}>w7@V
zu<@c{6uJ66E4AaEk_;2vZVdDLbV_tg34WwZ<We*_R=}#Evh68y!Kz4qa}T2ADszc=
zV+w=A(b`~#AS33~dpz1r%OqwciW=%at;&CGD}GS({`YVwME;h=0XcW~8;|=|i5B>p
zCiH8kk5Vy3RJC(!grEuFL#ZIB;ads>)t-11E@0v9;y%`YN1f+WK!ayxmBSpV7FYzz
z1Sg$8Eum3IumtRvl>;la0fK>Q3Tl5Hj^wl}beG3!8Va2(Nt=7i<1<?39lAH&6sX5!
zBovcIZ8}Fz!0BvXZ>fWMeVlR@5g$__I^~#D*)MYGW+L*~G6dhgCj1YY$4nnkvwyh&
zK48=T-Q!<mdOdhBATI6R9A9>r0h8~EnvSmCS^5rWgn}a%(3R0M6p%>2KZI|2m+snn
zI)*W7@h(VT;n>J?Nl{SMyAPJ^=V5>q+O?fdYjM$Wa(_Y(RIJ`2XE7)m)N4Fc$6hja
zz0P}2PWPi}c%=dUr@8vK7TW)l9GU)?m^}kPl)r!92hZb_@^79;cq*{pG>@n<senR|
zkwd!-^mM|OHrnboz#kls7$4-0zKP!2ov@<QTR;FgnwSXx)TV!J>U^B-{`Y8pczTC}
z;zO*sK+VUD^a#jvjl2AuZF#l`h>&#PKo|lm0-)!wRnVTXNK)@~QGoez8#d*Rag*<!
zaQ*bzxY$?#S8g<4f*BIL+6Ro8i|bSJOv_g-`ydhxNzzFh2Pu!sKsu3b8$!QiJ?5q5
zY`965Gx-d|;OhczHiVP$xUAD~5#~?pLU^0<mL0@r9TRR<QX=_!buO2^RNn?&gHuSS
zm?y8C(oEF+liGni)0A1T!uf3ar71ZHCXNy%u6xma35KM+R@$H;wG5jqdaN)MEY{NS
zdT1`=WNS=)1jKpwcZ^)5^Z?3kJ|9z)`GCde`lYO|t#M}qun>-50=N0cI27s2T9%Na
zo${}%0_BW&>N>G<4RXT!wF%o1R`j0+vu>`2Ks%qDDY&-}@$QGD{R3Am6T`nXaG3tr
zMo&TR4-vaf@Cc}8W;yi-F?Igkn+Y|A-4cGq!9cX=Qi%|0YKeOrk@OxKY4gNmCwMDT
z`mF=_{C#JvF7|guwPBy$J=HdpJ&^FH^aXu=O>v1A*}`28pyU$KpL+nBy}|>)W!?L@
zMw7_3SCRlkpg|m2B84B5isjLH6xibr0(S(;fMAGBB^+k}<x4U)t2<ltD8!n2d@$J!
z`vPq3>j{U@FbY=vByptj6FWE7d5B}T2%hdu5+oL|C^Tx}{PEb5>}rbca~t9v=uhzF
z@Pz0AW4%wu#Bs%53u;*2lC`u9c%NX(!zRO-A{S#ptpnv@iDg8;C_J!O(1V}&FRwji
zTS_lnBFb53Z!D-2PDHsk&Y{zzf!oF127TWe0%Ew4E?2=~BvHS#((1-f%&H=x88#}4
zbPKib94>G<KQ^);i5PX<YBx$=e?`Y8aAF+Fz%CEaO`WT#-8(Q<4?%G}WIQ{DJ%_DQ
z<!#QY-Mez_K&kw`F;peEmsrtnCHS@9eRy&n^3fFS`JJ;pe7t@eyi{fY<RAWFAEe^{
z?s>)d@tN+w|6%{<(>S}*5>y539=FPE&Fg#Zh+|yI3^X7k46xAXZlqu>F8uJ56gA_P
z<Bu4NN#Mm{b`Q)?1OXultzCr>TBXA;p*8dM<-WvYh_r&2I$$%4eX6%##1v?DX0uEq
zO`Z)yE+|!XJI)=&zNC&x$%9>CxW@2T>19GSDJyNQZNeN;<;Y?^0Ii6UJoDN=_Zq+h
z)1*Llarf`0n;oSd5;2I<jYo*Z?y3cy!TM>uVLd7al5sG?HG3nm9a&3eHJyvys}_RJ
z`_R>MlD+1*1T?A;H#%-I2j8l~(pL>S)&;tQKi|}vth@R03Un3D%4n=BdAG+$nZ?ka
z;ROW;p)(8~ZeN*%CHqZ6X!=dVw8qVzOfQ0>0B3SCXbiGlrw=JTKmPFW8VSSxr=kDX
z2Jrv-bfzK8AO3NU_o2MWKK>mP67VW5d~fFQ-HzV2cu|&k7!0~#n}Ng59`<HqMCWxd
z%snvs^Exj38a0fNTL`#622Ac}BNtNeBuK}tNz=@BZVg=$@T2%-Tr;z#*{vOKm8uQv
zecREMt<WW=nb6ZcW<vGCf^=&4V_aRFij;(1aq~&}53f$^Fe6AmW!;<wMUm#6SjZ3^
zx4wXChAeR*upwM-BB0Elm~jOaDP=g;7fb$(7c9&=b3Nk;Y|F=!?tqb~3WNVN9{<*+
zX8d2GP#SX0)*W;Z%df~kT@rB6UY^o!IBMV9=S0I}j&-upKp?V6tOqiG^dB}#3A*8|
zh0{u2kvsQXvy`nf8Tex5e%T01nsI^~ygtFuYN}^*anvXbb3`X@Ns6x^yeLqucgxK(
zBXn3qm>Uimj*L=~Fg45{ZOTjFq6(!mNv2c^KwY;p5+e8zO0t_wo6XiCu<wGnbF`^+
zG03DS4oJ{cf^zfe0NYW!pwf;*nJ<*lzR~9RP(OH@Rs~_H=<V=!z5$m&KE2)3yTQ8U
zcw*Ct`w&2_Jo^%nvv{df+iAsrYW144o0OS=Y-w<_4b-o`P^<(BBKbYLu~*^9u_F%1
zY=Of|_b1+F;Q@yb-p&#lw%sy?IAzwPjK%&yC}GHyvvAtL9+5dZVfaNbdw<X8`;+d6
zUIrE_@5OQys2o3WKd#_j!OWWUNnMrH;@&u#WD`Cgc4Q)1^vj-+OU@yU2_U(eD`&Oa
zYB75jat^G;>lrX|a{rdkp%S#SOwfAGthc<vwY-PVgs*_gs6+qYyvX$1_3Pgt_32su
z=QlNd8O~pF5+A(VdvM5N5b4)4c3JmY$q{^R<pK;WiEKHBQtUxwOyrQz_csCq<Dt$u
zCNYnI=F!z^ww#FM$8~(^@57Tx#TS~$^OxBLDhg+Ncs0p7xrlIzDKZP@6&Ug6nl~VY
z)(<O^Y-c#3e#6T6_I*2rv)Qthu;qLQ>{yF;s99EyH(dBLZxI6;DfGUVG`haW9Fw5u
z;I4qkn&SVo^ZxBR_HR1->vQyfKTsv*_~BOge*ddK9;l2kbmwBfu}0uAl0|V<Y@UFE
zcsThf0AmqlHfA8oDeaa6(w+9F>+=n7IN}2K4SKI`n_Uazydq;N1A4r2GIa^qefP4m
z^P7!OyY{I(XthI(+qLE0-*EIYNGUAX8cEQYV`Wukn~D-7TI!^PnS*DB49maoR2|{Z
zB!#?iR#B+7UKg|&$8A<OsxQ=gA@vtPkQyFseXgm#%BQfIBa66o)kN>3FoRdY{*u%6
zSX1O_qd#v^WGVCh<2$9ic(H&^L~Cv}D(uiD{v=<N`@|GE@rt?%&u8?5syo(+Ngwa6
zj5{X^eV-WIS=6>;h$)zC-<@5kyd7Pwe)Vhqwd)JLtn8M22&nMh+(@OxMYHm~A54zg
zrK1~MnN|^9xzzSE!&`%Bw<+p*mx<!_?)fQ>M%I4kJ=5$6l$_4E2ZH#R9hw1L_5|kC
zPFG8+P8Jh5PWbM}ALz!b!M)^}Cy06IJ3gYeOq+g8GTP?OgSRI}5M_>Lrl;)Jck#CH
zb>46fO~}rPe|k*)+dU1#hmy^IPq2dQf3e8#0{f;IrZu_Tug9~|T^B_$d??H4DmN(>
zji|Qw&bM2E6o2TW2)3NfIYb|8_@l|%?IW+}4!0D~kzdhJ799sq&&jq1A1QlWA1DMr
zdOeT0+@A={5*f%NEP5daPJw8Y_M%5LNZb2o&BQ$_z>uj(ev|O^XNOP@rrB>$@;YPb
z;5mCa82Z8YMJjPQjJY(EQpNgNPg;rRwW-eKJKah3qb!FYDSHl5ZA7CRhqOluM%_X$
zLbG`7rM8%<<EIG0K@x;-z0PlH=6l1YiScnP9Kg{Q6;Tc20U!m**pGw~xTA>!`iRFT
zKZ(>Fsw^Dd*d5~5Keo*fUEat4G^YP{*Tg{gKd}w^k$*+D(|(C;^Ab3Jh-_EgucPpr
zB^w~_U;?fK2N4UB@O=m-GsKTQdO@DOjkl$$m&<#09wp9%hp86#Mim{P7H(t;>+fM3
zlra!u?oirYJ<n0u<3~7K`)0|a1acK;gG26w3Px}FT_RdT*g%S#6{uOha-a{Q&`q{9
zS1Mq!-OY61$b~#~Z$w8jzu+PI0i0L(J#B_1*A@2KP+m`A&azhKQCwN`YL%>vQ54_%
z4h__2XH*{Oo{sN`j;lEXV@7KKgIX99<A3kS_|45NKD=<%KHNxuZHm6(v3__J{|*^{
z+3COHzf8Gb;UDK!R;FL}#jp6U1^X-f^?v<^$M&H>`zQQc{<jjzNBVDVieKq}%YPhQ
z{mJ*YJnNtQY`?d-zw-ad$M&JU^}GJxJo3NF|7{=ZuSxwC|J%ObY}z03-zMj;^8d;A
zH~lx~@W=JvEWE$+{cZnmQrchfKkZ@t&BOXD-`{rr=4<?w{<lBBi35M7|83WAwzgmK
zzxVk~T=gse-}1j{hCb4NbIbe+|Mv5*A1~`~Mv7n8|Bl0NU;JO?|MZXbw;%Yg^gsP!
z`#o*H;(zYP_IJM6{`ya|{hcqizb?OQf9H+uH%j%R-rvZ{kMQsOv3)H0-{bfjC-*D;
z@3{VkGyRJHz3*@6%18V+y5d*)zw`I8JNsS!<G|rh__u$5*AE;0-}?Wq8#eks{bc*=
z#Lf2m)6K8?{&W5B{XWQ6{><;6b@$<-{eOJL|MvM``HKIUrvGxRX8$`v|LiNy^t<kV
z^M++-`k31Pege<Bsn~3@MPEF>1P3n!S`<Je69A;$?iHIWHJ={o=9%bt#~THi1<QxX
zD>Qq&CZLi<XPHVnoc5iCfCAwqisGGvoU|&pTxhnuC6l)2r@yhd<tjV~IGJw|ANA%p
zqk36o6S*UhRGI)4{A_>dZESP2vvRw<JlQh1DwjTAn%~r*bwy|r)6;RCZCGNZ4gXGu
z{P?m*d!*H>q)9eEEpw$w_TXC__D&G0dw|>eP~-i!bUjmfS7T4wFT25c>}s#27o&>=
zGG-_ppx)$c6t6J2dvvE{6p^CRJ#JSwI8E?QXm(W;D;qCaU8W_Ke;w>Rcjk=9&g8FV
zh9bxK1r0C@P(2OP8L(Snr#{)1kzLX2nhrT5cE4fRK%qnAWxz&?<SS>jisC%T_{;8&
zGI*L#4Evq8u5_cD1Qz9K5y%B{BR^5#+ZXtW+hO{ePBf^>EX0Rc$W6Ip+qx0Qm*jP$
zZ?j1ooA#XRP4n?rYRWw-?_w3)V9L-P1|Dv+mR{W*w}NJ<%8v~lQ2c(mPA<vw4`RI5
z?nw`6)q|KRiMSl_6~eRj-SEagQQ#$ciXW|nuam^bi&7?Q!W~ma>vo=6HrHW<pBREt
zB~T*Y+%>ugXH;rB=lE*?=d1w^9c@KGqA&^LHiYIL?Dg+)bZ*!o{PaU{mcda<-yl>+
zKVghBQy5QT3{lM)vrB_YV<tMqkG*TWD?)tz(KlJQGPhhqhSShQLviqEhuEW`K7sOM
zYSC?$;G){FOJiQ8HtDTy^aoL`b3`DQHc)2y>HzB29rrkVOOFJ4k1k(?wGqM;JC70g
z#?Dg9UNDMO84BAwP#!m9M#F|Nm_CrU%y;-nim6N+;zT%R0M-3n?+{odY~GT(YU23N
z>LEpBb3R;FJVn>hWMT(ItPO_OW-$xsX7WSI7R1mM9Mg`^n!a>{6W8c<{fd+rW%1><
z+M#fqA)A*}4P@0D;3<Bw_SI+;qA=C~A42O8{UD#lE-DrB8s83k<;``xc@}*G77UI2
zh9ce4OasHw#Ren2@_goaI|W4ea4RN^0GI~094mmi*Tc543q^!-Ds8?@P_rBcw?8aG
zb5W7+%e4(HarEX+7a0ea=!M&j+x5U_ygNaeM9p1|EmsY)97+(8xgUzzf1(I55St)%
zyYL|bl0s&D@X<IZ?zj(Q)u@--<eusPX|RQEmSpE%XzaWSZ0w+^<z9Fti`+%uJ>X9P
za6z1Ui=kR(h;~em^1P#az-mDSeYJxLyY~6=k{=|NatfAz!cMi_z?E#zN^#pN$kEe<
zf96HFY^Mf5Y;Hliq{}j)-(iCokxe1<>9Iq@H}NsmSaZI@S#Dwh@mx)mE2M45_zM99
z;RZG57lI=SM9-#%kfw?+*dYzND6Y?FY1GrB-hlgQ*Vxn<d;Cb-4B1%1oiqgOhE9qs
zPOCFOA_*GzPIjM&%2rLLjTxIp%BT#g^#V(}l9Z-PQc#S6eXk7{;f%P;6oJ18Iz6wD
zUV=Nqf38Sx=yjn=h6a%7dprbdFHWt7w`i2X{4vi-^HiIL+?ZT8#ao1kV+8F!sffK^
z2H=xZCOvIuPRibd>xPRKWQ62f$f>x+2beNvkd#pK)8pOb2fI-*36}PuF(U~benoVA
zow1fM9?5vow*^HxGk36_2f%Z}?dP%He0cST;F{J(+9F%2bI<^?`nKgNytH*G!`00D
zhh$V?TA<VlYJa|0p49zYQ?>aXr#N~KeO$jm071cFeXU?n&zOm6ZkWs>_MXT)U2)?|
zn@2zoq<tE3FCCJgn8kgAIuQL_5xam2{j?zJ-RAh^*EI%?^=Dd&sp45ER!YXP9&lZ}
z@Ye^mjmawhTNodT3xRp~Xh4D(S)nX8kU}V;-tiJ!9Z07I?1AM_+~a_zK}FzKLrD(p
zsH^zp8FTRVj_5w48EGAD6oKr!*RX*kxc=g^e6@;M6(icZN3LWVm8RY?D(Y+UPz&Pa
zl=cVpA|B7<_#!oR_)@AJw@ynAC}pXIe!BrEq(ZI5r`!T{#oUo84sf`>TCHhtnhc(>
zQWJM_{q2|}p(H+X+Qt|=%YsaSU=4kcy2I<j=6rur+Lr|YM#LuGP)fT`N)(g8>R}6F
zYkX1<vJfkMFn9VVDd|eA619P~94262ca>NMc4?0m?+<nGonfNsi^+_J<F6%;iY+<P
zl@#4J@nv70zTYHP?E{+&NWbn6ttIlIsbVzPZEfDmd_9RdG+BFR<DVP8?!8~0W39CC
z9SQ!y>F^==OQmXl-D`0g!t}0ZTM2k+Z=dZ52~&YYxt7lQnmOv-jE@C#4Bi0&77J{D
zfPCqbFk+{fD?}!vY8FDmYaTCf&FM##r*ZwGzp$x|ZFuM5-q}P1SR)QvLhR=70%3K8
zl|Ir*JFYsjY2~|*_VC;^w$^iA(?TF5{m!d4C7?dMF%@4jhXq6TS8|uHmA3BAT=bbX
z*0=HLwa1lU;s#S19K+5@W(O;-@BCbrvc(Yd!1$b7!q}@yO8}gooOO9k#=|J^JY4E{
zn21YI`4U+ZRg?_-EgTP6XQ2`=2{0X{MH;^e4)YLBYYmBSPOf*rW{5Cd;)`7BY><@_
zjKRT9&`XO}`;Q+EH10*r55JT}?S<ped}TZR5ye->_!Bt|C)FPgo^r%~me_K`1;-L8
z>b?CSb1O6k!~F0J(_XPc`?N&c#li54BWx<}*O~aiWB&-nKrjO1?y={J(m|4-mRIf-
z{-FgDmLM=1loMA}!IGdxh5+iza}=Vw?qdssfSOG&!Aq}Hi{jK8(wMWR>L*M9DiR>6
z*I7JI9EuMvDLW1G7&^<g3RYcSgD88|H#Gtj=Ym^qs1t{ILtp?(UyHl+j=VJAQjPV@
z_**hlr5qt|s0o<aJB@Bu(CROnGS9L^LeIWPARWbE@~|^bSN(HEZFuHVAxH6kqp%B9
z*gPu;tc7mC$%>DmcOn{qF5QwTaa3{jw>2ml2jXyy$#YyA1yMRL5X#{PB=rD-uZFDi
z1<pAl>P>?k<Ub^ULVIyHNY6F{kPZAd1fAOjrCvxQ<&f3x8VU0Cs*648MNYwWnF<7-
z$e%aqzTTaHbI+K`e1b8h&UTwHlgA}CGTF7WsSB|vvcDR(eG~PZu6j5GyZJP4>l`8t
z;GbHWpE~(dBO*iaOBqy*MNoKVcopqQSV9B;6zUxZ-1DB#H@E9e;(3i1xFbmCSd91x
zI`%slIZAT?bkp^|z}`L?K}<rBIJ4MzE*Xm2iEkk`SKXCK5_~72wHD;?qlx#{d`29X
zUUNRJ8q7@HW1m1rz`<J%*y|E4F_W+kWxz-RhBgmC`Y#}c0b%%=o(-!p81uAY!NL*o
z_5f9kCkh9czcbOJ7abQr&=-kd9{5(KrU7FlSTzk`G*|Q$CfiP5aH-{r^b&?}v0REa
z$_60tq>m@j=Wp{h&t$^aa8CRbTyHW7WyZ*?fzB@#DrM@hAMQoD2jY7CEaW*fY)kSr
zn9b<Ul+Xb<o8bo(n%9Hu@k{XJBXe*N9!NCmPj<B;-@-oVpBm*m)#LM&>BnPqgqr>M
zIBpfOcIlx6sdPA!Ca$`NP}6W6jy+A-IG2Zs9z2rrTc%Sj{0^S{Rtau*q2$Z;=JAJ8
z>w87hra#>W`608_{pg9Fpbj+drZe?r35NxE#5$V#7w&363L!fzBCZhjw<9gX0K+rD
z_tLD)`P!Qei$63X32ADjqLb1WfeBy_@V4{k4~%P{>vS>a*!K7#If4zbfz+aI$UcDb
zAG(>@IpGoa<)o5fVqW<+Y&F5F14P{N{v<~jQNozA^%b@vjLP&%E#!lYVUuU6DE{T=
zDlxb2(sSKCi`@Pqxt{!xlSt9_RZ}FLGU^A(*=9l^_x>GDU~JJ4_rtDr64hNKQYGe5
zN#PHd7@%*0D#$jK+!}AM?6kT4iwwGXMJe!3KTO`gYphw+8PnM9^KI0G$)1kZe|s(~
zs=kdLK3|P;Me|i6#-D+_OgEo$;<v=FX6vdA1;E358D-he7xxsy;E@!7r3`O^<7rFx
z<cV8j1|hert?mzSpm_)Cjl2J1{+#le;p~_=AmdnFH4+Qn6RW?Y+;@o9E7Dqi6lg!4
zoUT0uxfY<itUwZ^0Wi8jACSJ%Ght<)gOV&X3FU>V4>&fFkWi?>P`RPA*w@7<Z*oV_
zLfqHp3Cgre>W3k?DYg#>b`j4C6-NZT)Fki+)@03U_^J(5^hY?ck^>fFUI(jUhc7Uu
z0ZSiy^UhszeK~DA=RVk1Ir3$4-Pw=BNr5f~>p=_6JmLXdn00J#1_m0k)vfZ+j-LWV
z82A)DOGN3&D@RCz2xocs(9DM$6LgHcXjqJ+>MgSJ{6MoCrs;XxmgCVATo1*n4PNfQ
znKVDZbFl_z@ibgL<-01(s=LzuIFnSwQjezt$TKqaH*q6cF;~kcw&|3Ug^nWFx9eSA
zsW9z)^2kf%{vNYb@c}~CSo`KJGa8qeU`t=FG4dtaUPT^V=I4Sd*r@=z%p739*;Pkk
zxh5#RDW93!?KK7IcR%C)A^1EFphk3KB@rH@wn@g9GXtU|dLd-IRbh3n4JoKkF~#7D
zP}64BB`nOv{#5pvbj3pkG3(~vEoNvOX3|h=os8)7UIUXL*~ZaAKJP4DK(Icl%g<Dw
z=JnAoycC%u;uYu(v3jD(T9Jdp<Om*lvpFn2LpDccQN)s<uzwaVum2*q3>qYy@{Bhk
z_tSvv2_TSuSK4p~aJUK3?uIhb^{Jd5G9N}1HyLCp4~-)Kc3y_&=MGril|^67-Veyu
zmHV_MV>@dYW7TzeX-pe+m_2a9UY62gWF+lt&V0UySO+X?9z%h_K)u22pN-3+E8%h5
zFZI{5InP9aPg=y(SnZAskZ4HN`fCG6$^nRVgj(I}=L0O`U)`Gu$?A3Hu=QGLuF&b{
z?YD^y*sS1{BSn{SNj<NM7Ob~2?bq7e2K|x^s?EG2naoz!s%sXwkFj@iUS24w8_hfT
zidodnGw@eGr^J9tT72wHxceBIFMhyQL0QfME4R6H*}{yJNmfvTe`?Jur@iA6r2Sl?
zug5s$J`}Rlv<8j^Up!SL<x=Or6B<wi%N}OWUvxY{0G1UwC7dF$)-k9jY<=YKItneC
z$f#>l)m$?I_+Igv3XgsSjU3I!lcpHL9t?UT(q1}b);(MPJsI2Ta<y)t{uXy-H&0b8
zvZigkF?b>fySa&g#WUPdG+kVq$BNgt%vGA*f(U^Dfc$EjD67>=pX5=0jRYnVrO(Xb
zs`u&vCF3D!oF0;d&dgphkn2QzjcXvV(TvwEq#YwpuovpH!~tFfPQ|8?wxbS=T}(HQ
zzJsbPbsk$(A*ys-bS$b=dFMz%Xb8C^zTTK<OUQ8o8z@EXHQO2WrRE1$BdjrEE$4W*
zRSEWfp9<r9&EnEh<7n?qsUBpzQ|KHn#~H`MiWf|9xM(dr9+Ug1oM*oy{!hdLcE=2>
zX=C^j*LICu%;E#VVa^+3kP%jbZ_*i8vmi4F30e<{=BUGYRfLt_fN#&QzWkgOFKdk*
zQ_4t0{kAuvK^eLYw*Vz%1MyUO2V%a!%5(kMT5rSz<(@8;YSr>FM_I2vITqKxaQ5Y;
za;fBkNiG=<;bE(c6OV|BDe(mHX9hg1$>9m)W~KX!rTb8Bh&9d6m9%Y~jr`LCzyms2
z57S-jOTMp{v{igPpQ}2uagK!~jDexCK+TPM8st?UbAWze+cpps6LG?hM`Stvhz$}5
zL&v-@83_zVg}q-UgiJYg2aa{hL@v-KdGqf}2{vxF3c3#rPGS7SpJObzYcgW6z7wkl
z6k#nu<g3Xm%~$W{HY6{vyRj507wazbRw<1GuBVhpd>`7J!q8th7{a^3&RM`cFD(?*
zZXENVT|-LEj^s}#w1S&eEpi9Tj1~t&_@FNc3#H2VEjm0C3|_mSm6x|Z@&=YU?gae@
zoAu(<jAgi&J<_nsdUZ&ycE<o?2+CK@@unWaLH-GXaJu!RZkeVL@y>$<lKRg(K4k#P
zhi+J`x00$?bVe`Z2hCZ%e5>d(#~QWdgLl&vFT5Fx?t*}T9Kn|j)~IOXux_>QvR%aP
z8|M@!p*9c?c!3?FGp|-F+!XQ<0k{o)d%4|+Pp0ws((j3<;g~PFKtP#GE6XII(gL~X
zoZqgyM}uOs*!aGN55$LfTM3ZJQPYbB=3%^aiAVH|F4<TKM!chaK}%_V_XrFBzFRvQ
z{uX1qg1zNIjP0`kVODVAkrLjF`;MEvy(#ieh3(MK&ezXJn-*sCR-V88p=f<-en~K2
z4>&npQo@sr*YhbRfMyG{@WE+vDN^|ra%NAm*`#96v|5rsIp$7$s>{G>Fyeh>N~Nw`
zJ4-YGce3s4{$nt%^w$Y^Cr;H~MDBIIeqFuL;!i}7bSo@2KsD{OS8mv(W1Lm+NYZRw
zp^EtY>nt*}(RYM59F$W5YVuOMr8aa!1E+AiA=dmCIg+SUre2NAjWF*dl*t$;y<0}1
zpY33@e`r6!>~d;H)w1okqG4a|AkE`gdS?wR=K1-jlhE&y=sx;fe8xwU7HGX?5a~tN
zYAxxg0~j+(UMx$sfHr?~*IC&0(x}&$qCq@_wlCNPxH>E@`6R+~%h93fz2HEIdDJ?D
z@hxjJTgkUbT_TOJtcHb~TRngHTb`?+SZT7W)U=`_iS%~mO^xYPbAb11j`H{mL_ok#
zW4h5`*Verx+(_v)Z~bp|Ww=;L#KER1EE-Eou>79^Q-!cS;Pz<Y1*GL2WOMMo9;mA&
z<L_)gb>y>YHkH)XhRJ=O=0}(k*aXMVZMeyBl<?oEAQQZ(ubkL|K`&`5sCdiX^!D1s
zT1vd)i_QSfLllwdw;R88c%d9~vStud_ms+l71<)}s57L<KC5(dz1<n0nV9f~6Zqop
z0Hm0hgBt{&Ze1)`#$E?|XWN>eLz`*1(rnSbN4e{7HSwO*@<w5%Xnk@~J-La?7@oyH
zd>qPXhSFHmF2bC%<jr9tjdo?mhsJn101x9gY|Aq~<o4Y=nf^k<w=zx**iccc&FG6a
z5MfsUH7nw0E0_~VwoflXuFN_Ohemj0eO)_(Vh9iTXwh9`=5^PuqwF08l%E>G00SF7
zX~^i)kUU6gmV1`Z>D0D~P#8vi`wE_*#Wku;db-lUuws{#FemDfT3QEc!{JyJ3eM4r
zMENY4v~<3}w&95pNsP(mN3wOMQA@RW@5qky7H#%}W56@6B8n^c+;_~5M|WP}HhTFa
zsGP-b*Lf;JqUF$V)M}T%zS@uB0)T5JQG*Uw|C1Mj0CNu>mCDb}Ep*Vi{G&taDp_jD
z?lbIyG-YNYn<hwK4;L8V<MW4k1{kh`33RMUC*>j|U_=eqNQ+^1QEz$m<QA8js@a<y
zY8y}I?{G3u5sUm;L8wmBM<qeW#hvxLw=ug#w_u%weUBH}sJ#>#Imrq%w^=m0cRQ$x
zfm6>jeLMkQp$CX{;o~Cl0$^{L<3!(McG7zgqCKK}q$AsdTSfiwv^SJQA`XK}*Y~1k
z!tK3U5^eSHu?7(Vs1HQw;6<^;0H8g}ueZc0p5`bC3ca(T>;w@3IrUdu2X88))<VA;
z@#e<X$C?E78Wbx~8X}G3gu_j6xVrF6>JjO5UoM;x%(x8IE^Sc@hmj|;WO7OJ#Af&G
za)5uao-1qVl5|*UtOIOb6t{+R20y(E-oT$&jeuA8p=)UX`@ZtQ@vSzVVdcYi0#_>f
z(iymeE}wP_(-*+)<F3O;AL&-^I!-vAQ9crr#&0HoEJE{2@<y1}sn`*!*9qg0h#R1-
zYNx;m%;6{5%UU2W?=Y&AT<jlKUS!5Dy^P6Z>jDXx3e75Ze!8{_r+gWF)<SmGizxR@
zxQ+=OFpUCaHy@!>5wlcnBE6zAwP(AUY0~%;ihLsfEi0iNwxoWB)4o=WO^C)^c-P@p
zbEG#Gslqu>eQJfm_DL>So`ykodiFa_zN@;1dQi#@l6lW-HLvCU91>x`&V`Ffl)e##
zj=)y9b2k13{>xL<B)jU6uInU?xX~)-9!4GbP-OhmeB|I4td~nWGiVmfN$H1BZ*(n8
zH%GH2*lYs4X8_w*0JJ>O6|I*jxd0cC3Ab#Eb2NEg<9;_5S-oqW1CDYCijd|nLyIX0
zXkp?rKfMR+A8Se!9lfIQkBNcole!gGnMBn6pq_A7u4fImpRK<O&j~x7@Q>fwIIeAa
zdW_!dexhaZ+xB8mcMa`nQ19TJi=5N`k+1zqO$3fii_)okJ%WAtbHA2+52T^B4^pjc
zJx#;%&`b$Do8%2}RYLfCJ!Xr$jkO(`9(;qg9&^ODc%w^DDyH5+$(-6F1eazkG?Vpg
zxH#?=+Ea!NV8EG2CM}R99||DXO^c1-!Zzer_ml~0?AA{5PDrqCNgiLo$l?K4^jZRA
zJWU<VjJzK&ju&+~!6S^_$#>cSh$x8YOA@m<GbvsUF?hQ-M?nqcLUJW`SlV5LzXraG
zs<(nFbcftI!h_F|+7=zc67vUSlv|Kp1;z^tW)4X>x6oQv%N6}3CM|B0V<aZo>*sZ?
zodOdUy>!lzbn!?ww!rJOJu%b053F>E$6m4;z>g*K-XR92_eHM^R#$Yag_`H?CQY3P
zdRPnmicr|`>|(APaeZTS@Qq8o(YL))k-;Vt_qorctZnQl)Xn*Ts(Y`xet&+&pNx%z
zOAa2b-m(VwTC$qh4z=MJREvo(sPy82hPpm=dQT?%GnY&;?Rv)1`H;7|g!0**8r(@%
zz7Z*y+Qhlf{#AxgYWV&6t_{Phxh!&=E#k-^=@i;LGS{hUd6#XI%X&2QoQ!i<k{K2q
z$8wWLy`83QqUv4MvA3b`lcaZ3yW`ndeC#@Kh>_0z((XEI#+;=;!GY9y?p5ln-Hs!G
zyv80Vnt+fB7<W)QKf3Nx_uJJPYME#XyZ$pqEYHC`HHOnU2lZLQ4Tgp5;tcqG6rg^!
z-H2AMngl>!Ea%EM<DYR`G#MaY&DpzOWIOeS21he(D)BvVZeGa8j}*JUBjwFj3{&W-
z#PWPrsPC4v4|(G|^LYy%-9oTz)rj06d`uav4Yf*kKzwLY@e<<PYC0YoTJfh`knSoG
z&zweggl@Nw8?URC2NqF_;l#uxQxd@<BWOTwE@oU7YzsZsNhN&ybR~M81qjspI{z~7
zB1S4G8h=pq$g!wz<JC$sO8VvdtGmUNPFnn`e2s&#dG(xT=ZfcRk#*W@XPC{HBkLIR
zNp8k5Rm%?62>_BmLnjjJvKS0@8p(~rq!;Cex|(9~pkdEr?Tx4`jI0CqKC}52tcz1P
zu`l34ZQ;G(JaWZ=e%&5phs_}{CaD!putZsC%=V4VSJD`oEgpkBt~!qiAO`-KK3LN=
z<UV>CR5NBy0ww!zbZ%a?Hqb6is8`%-K;*2*Nrw*)O{ysOW}m?+lxO(8G|u@rn0d7t
zUY<YRBY^<;hT2kVG`NOnQS|OrAyA&Vy{K0pK8zIVr1gaShuijcx0Vy(XGgNC#IF{v
z5@uD~fO3s)nCA-9?(e5~aK45@^vhI$B9zs3gg9a;<p+`v5GLL~kP<Oyw5Xl}OCjop
z##-0w)47qPO|-l&Y4XQvuzaU7X~8FNY!+S#!4cIM=-$T8rKP^fY>bm8b&JcmSATIx
zhfR&#UkMSa1{BajRgl}Mx3;(lvSr`bQl7m1W)3CH|3;keM>C1}kfTe~83*wUU|(a}
z#{Q)x#_{@tZ_cg&y`qy#D>UrA|Au&p9ii8&pcej_AD_y1NC;y3WW_Sj-+q^y6u({c
zO1UleD*AADanw&74aT2`70-|k*a%Rt*)w8gXO1T0tNQxdjZg|}K4rkAo`h<Gt=>&w
zIy>;0;*#Kgx>FsQeVJ{+qwl2R$&-7`99Eg9YVq1sDoMH|8jaEvL7L>(wE{7J?NejT
z_{Xl)h2gI)tyH7f7ekV!Nj;B+<4PmFSoJ}vNGj`@o%$98RZ4=wTYxLEM0gwy#ozTn
zY4c+;7Qi>Ib4_t0%a&`oQBIfOxhpBvI=I)F$1htjAxF_MlaNRTb2BNii~P%Mu`+hn
z(<oaRE9`Q!<9o|&k2i3kxKn-2_0AJ8td<D%5c`Wt;3OSf&u?FLp(?<vU1?U^n^6qk
z;8}N&9_KYBq#pYz*q7Y)Wo}BttkGJe*-yHu&a2@Z$U-waj}-3KnunRz4=o*8P&6#7
z#LFlc`khZncaxbCs1?QJ$0>4mw;n=~lG?4A2e0bnFqO-XYc>XO<WUaiTSnmfm~2Z{
zCNv#pg`qr;w@7B4QBwn!A{>{nDFdtkBm+``f`IwJk%{!$MGo>{Z5`?0wD}gV1y@Gs
z$&i85m~IrkeuB2h+lFg-f8QEdIBBv-`MmfVje4O0S7(7={Fvt9p3;M1zrc;79cPY8
zc|)D2Ps2?s=W>}tL^PqfP?q!9tb@-#U;Lx>>;uIJN{Y!>4lCX&hD(OJ!*>=4C%93>
zf+6!Q1HWr#n--LB;YXTnu9Z<rfLZIv<KwOU=nR_Q7VZLoc-wyPv8`W!&BYOyQ)<;(
z!=)*7ml3Ni#Cqy=VbZEqHunn{J)I1_6m5NCawT*ahD_6=($?FlvoMYZ`htrKQ5c4O
zM0m7&{oNT2uA*+`7-Nu~eQIN&Yn^8Oi)8}yDx}Ap?U`?|nhSt9C!@==kCnOHgyFE$
ztC61VL6W!GIR<7W9&Qg>{^ei@#g*FufBs1;{{tu5qX>YYQ=S`e3&oMLutE?$^#%j-
zs#N(&8i1mvl2Nwb5@F@2G4P9o4&YA{_a55TqNJ9+I?4^|FFewx&GXvqd+l5AN*(!_
zOg8XV7)U^BHRK*hGnHQ1)VL2GOhzr;fmCd`5iogmRjT_J9q3Y3l^IVhOBe67ba%@1
z^4?s#l`v#$_Xn$6qFl_Y(O#gE=bNMYKY4)i!@UTf;@vFH>WM^|4Y&b)29%nq;o{yq
zJQOO4Etg4+o1{?1UkYS}9PbCjmm=ht&xH<t41NlsMsHdPVn%Dq-`;YNvEIu@5c0>m
z^Id;B3G{J!t?tOkb6wZm>KfO0?M#F4pBM7$JiYYtSdacJr3?k_D*qZwfemgBu-piq
zc6D-*1x}>cWMU6+HL(T2#ig(BDGOy`wCYPyXD&chYc7Cna!ewzAQ{MfLedkS<*pqy
z)>?YxKNIfM6#auo9h}x}gfEo<qcFGd9J`0-YmCFiryb3WzQHp-Byt|j1{)mbPTiu_
z?Mfx!Ip_t5*NBD}ueR$?u*Kom(klCzxF*L+>n3&Xd=YLw^p9ZkOT25<o|aiq<Cu%Z
zQ0LUgQ8B4Z6CN9u@M%$?85cE?VX*3X!^qdyJ<70!Tlx3Hw!Kc67kC)(v2Fd@t;6~=
zjzV}{)8l;mxD?Ch+dAT9CErxX*&RAOF(&jX&~u!38a$xM($ecUmxgcdUE|ciaVts|
zt2*$|261LJ>u~&hj65=$4ZeKPLHgx&ztrZmPNssXs4O!MJbjpa8`r!h2VPDajvk!E
zTm!nPFNAlZ1O|dSrwC+;fdEol8cpmx71UNRyy~xzwR+C3l-M{s+TT+xlo;#>+m$*5
z4Ih(S`>!OA12LyEyQ+Cu%$IvjhS|a&4kc?#F|9@bc|791C8N#dTr+aGf}jVwusLFz
zwj=$|hz>h-M0Q~_`FOvSr*MrhlBamr(ar-DX?|UtppbQ}$!GpLV3Qa%l34=0G*I{g
z9ofo+yDEM?2{%A+#rTNxi22fe)cUoHsN>^!+kb8Qs1=Hdu6Uv7ete+spmlOECERsi
z@QHHpbN~l6kZ!e<im|Ze#gqV-ykv~b%#(l(YI^w<&zgqEr7!<|zeCbGmn>FMgOJTR
zrR9<>EX;ZC!2|ZkW4i)2g~Avvx?f<p;cSvL>DBEzB1?RZzhTcJo!m%I-uq${$O21(
z_q!IT0rQCcasX=^=p4lvVN7>6GmGm4esV*ywL=dwE9-u~=#15e8`<MGF#~5+2$40a
zoF^_yr7VcPOk#4!Nk?@XQ%tg46bvqEH>=0Az`{**sP*gT4&2a4GMVl;*p;gMq=xEC
zrd;2xb589-Yaj*PHZD{i(_DXx=*mT?t21K`HS5D*C&IvS`_N7YI$E9ih1~P+SD{@t
z_$(P0ZP>mVZwHRcC8Xn`Th~YvYMK;09*@!1;)1m7DSepUdBBR`ul~{t=TPIhHG9ts
zy_+sgg8Q&s?Y9;BpLlnGihG=U2%`ZwO-;w96H?^4O1M>WuY)ziWOHH^)}0lpl>FRT
zhf8X3l?R(MZe8Hs$3Y%ePTa!5^9V(@h*|u2(SX896;HUMPLX%!vg$5`^(K{4Z(NH{
zz(s}Gi@ZylClG(O(zR~$m~u}wi_Z{if167YZXnc~h0Xtt2QJ^c&<99%EBy8x_>zx#
zT=|eW^7u8{Il)fNR7sy=-fwvtJoB1@wrBq?7;(5S=2LTqcADr^fL^3u;2ZjwfKdGi
z<2RY5N?`4P4h&}>MkMd3m&sTME`(|B!r722N4NoQB6taA4+?OEoB5t@!MKa!r~H`H
z^WOaSR}Ws8uYvyr#r%cp`VYG5{{|hh{{?ih{{^eD{{^S9{{@+`GyeglvHt~?v442+
z{{n}x{{@w?e@LSLiT?qSu`~YxkFhiTEywZ)M8?kaw;anK&>B0_f6D#M&+-Sv#?JgV
z{|93HcfHJi^E3Y^{Xf_LfZNzv{)GPnr1rNj|35)$%zt|F{{m9`UH5;6@&Aj(hneZ4
z$^Q*fE9EqiTWN}3KQG@{b}mBGRjJdzHg@vs@bd+gvevAZ3PJ~e-m2Vx;1_UzwJ%n~
zSsw9SDJ_-P&xxOj&UJU#KIJ}ha@l{sAZhQve`j;tcbU}OA^F<pa<6qKa9BjN781P>
zm$}fab@saXg3$M#^m_bOrB%P*NZ0S<0c6nB2EziaSg|p0&Yet2N{wr1vksqH?23!&
zWs{Ns!hT3~P~UQf7N5Jz!^}IbgBxGplqHsKc%jwr)1;1gLqyzh{*wk*!}~E!W+GOA
zZC+`18-KJR{fn2}sLp<I+2*^xPkJ?}`gpp#-+oad&lXd!h4Sa7IkPvIV#|6Wdzzug
zLi1Z6b2Q6RR29u6sV()~CK?+qxD$W`%!1BcIF=jk@!KrNnr+y$QikRx->2!>L;BjW
zA${hMl=5mid#bY!2QRCDsE`SK^UYHvg3W3E_ZtCtT4?uP9*zDz8ZJ-=1o8R%lPjSi
zUT$9Bb%-$($nn7?`&BF)EUMy_(xZOh%|-$l3Z6&-3S>W;x4w$iK<hmMTQ}s>(Kt+s
z^(iHW4}Uh=YysA2gw#EnQrzjE)|wk~I*y(-WY_s_M_6&gOI(V)u4~*z(9V6&+dmT;
zGsl&0OBWi8hD309SkJXy4+ky1FX~it?IJ|k9aP>*j3JV*HF}VHFLv<Vyxor!mk6T1
zL&(q6%>e1#rWP3$M+clSazNekjCS=*O2(i*ky|(pJr@~&)1yHL8<VY@8cq?BvKtJm
zDPX}xq*!9JJcEMGU$@g6heZ?<X&ZxeA@Q=&VE&o67iPX8IJ9@zs|f)RB$#RSbL;jy
zr*HA$k}a6;_EaML4)~}H)c#D0NgPT5ldTZ%h?n!vZ|zS4?Wp?6bIz65X@cvLuIX^x
z+8T}p?~Pr;AVOIo2_zN;`Dz$%TyjA%JQpi|G!G5DdwK|8%sorkR_up{WXFesl~rDe
zD4(ZpBjW-F{8mU)dWM6Y7ViTSMk8SeykIDScbnzzSn59m1TfH_8SL`;dI1f>wSWKI
z{_&fEQcVHD$)dVSzU&)haWIyi!|E<y2o(EbMY^v;LrIctD#AlLO=q}CD^;R<kd^jD
zL-8$A*t>!9cH{Gypy9ax!}pyz;(=Awd1+X9%(l|oAJEuNIBC<sfCUFB=>`>e)aiUz
z-B4!Aa$h&f_PNXo+~OR-g7u_9UIl>915afL;S|SQUEQa7?2T7nsRC1l_qlde6P#jX
zpN(pnW(GJ{axe5<P1%kf+}&`6h<Q)@7qJxGdV$f-{9vVumt@={J5JR$N*m{@DB@@8
z2_Y+938sztH^dX%*JqntDW2Ht4;>_d+kxv1LXm`2lcs&w?edP*W3u><zdIXb5Ys{_
zvtV3$d7FaPgOOSky6{4Ci=b-RU4mpW5{MyUq(*!d6Na*NkK)bvOpiEwq@SpJ%WxZt
z4kQ;oM;Bm-HnlKx(tZ8ZAtew#?lQRF0b75al+PE+aGw;Dh>WwMR;>Ue3P|OL691hd
z(}<<`WT1-OQ_ph1)V%=A8Qt-5y*NwQo(`sUPA_tHw6j_UoFGL|iH*lnXRa(5QVV?O
zR)}uX<dQ@yKn#c>Sh52%gL8fGia@J-&K+bNP;Z{V@JTylRT18wZn`OV5}xmneIjrz
z|4jpW1^y;|>ScW3BFUD~Hi8dIXpFTuhA;;fowFdQC^H^hs9v<K@1VLSfoR(18E-=w
zM`QPiQZu<xYcpl`(OXrC-2%QI4ooEN5+sB5npmMz+#MW=fN&bsxg9@sDX!}=1@#LY
zVt+>CWU5BZcZLJ?h8q{-n_I*${`$#-gWCW^g&3A$05&^W6qN{_*ouz=%^;v%L9o|Q
z`-<&Yh!=tGQrCH<*Wfebe8l3auvBed!_t5x6?rE|Xf25toxw;ZvNuV6_PsMij_m-|
z>YNl<&fspbD0T^IlLfV6EsT^>uq03*7Y+2BUacMOHn)`Ox-=F22Z~9~6+yZ}I@Tj3
zUM=ZNu2x%_%$j}_*d(z$5{?sZ`ph?|qH4!@B6+7*Uqf!NMpHrXtfgvBOmCW9Pp2I;
z8R6VS8}IJ~Znm#1&h>v;t_J4cVqZKCHBJsh!|J^ULLKqERB>!%4q!eX%dwO9*%{u?
z$4(4uB1Ch43?~h7jkGrfgFDetN6r2rF)$|<Li*&rFi=#jznxXW-~xvO?H^%)hn?h4
zm6KwzFakAb?gbuz$q$L^Cu@=63aY%Z@s7VNtq~Ld$V#|VC$>fh!*^9Bp(?+NIyJIO
zz+I4}PqXDy3&?br3jdWd(7kWravdcYkPBVhUAJHSC!0ybk1$2S4R&#B@eP<SwZhhf
zmdQtP;?<oBq5Ilvo7}?MOOrnm((E3Ut{pmo@8TW1=AI)V2RQ7H=7e3de2r@xJBeFG
zY_u)m&%Tyl`%o`uoq4tb?@s#Apcqd_!mtxL`{+K~NRPPfzHRW7;-U@KpCic=Iwtr)
z-|}}XLHFLpLw}*uB4Zi6cI+-vvXs?n!9Hckhkf9IgWQG1-k@$*M^E?g{k#qblaLA7
zcDw1iVHFX^Q8y{bivqqrJ=KEIg3Uq6aD#~Nliql;aXJjvOc6bDe{Rsm1Xhg7!Fn^`
zkAhPS7FTyeu)mV4Wi9K1dT=h~u<kg7Ak7Yb3N)0nT2IO6@<BrBXWR+g&-KnTY=Vfm
z@N5)jnCK2SXUhA!bh>NH^oRmq@)XE^*-$W~|8)q}RXLQVQ4hg;8;nPLIZs~^A6Quq
zkB$apEMq}_jp=zNAe(d!k^6K3?chiRr><`^Uqw&IRJ9!1Y#!$l&v8;x-z%T-aB({Y
zAWy^H`~Y%3iJBPGaS3D)$Od8WzTs?x<=LoLdxxZS6uK6Mv==;#G0ifVGWlD3WcCm3
zj4&A(vB*J(kQZ``ebA)pfY2mr^JkD4VDKPYBn0@8jUawF)XOOYg~n;9^G2i{F$fF`
z-%G?Zs267eJsnWfm};a?Qg<NRoXkQ^1NP(#X*RjG`UL&Y=;xRh6)H5&)mU873-Gcb
zkCith-s4xy;Ho}sKwcwyk0PJVA#0?FI*oc2H0{?drDdS?wp}yV5-M-^5My;|5JB!d
zD!zFaPaLD99lQI@JMgb27+1<Y>m2Zr&$T%jgY2_9q?W>$*=fGnW#dl2E8QZrl1~B=
zt49&J`J#d}1|@Z#u^L0a$;P3h1HZ1x_bXo+Ql@Kfs9wX^=UBZ|2^I-##PvFS!D+W!
z0@QI$s@XZH(d5dl_U!}NUcw24AUG6uHw7jk=Hw@_)#({!y{RIEq(M3N?`HAzKD{n_
zDGRxIF2)zz0?<C6&hk75k67K}rHDe+GD?C~GL64Sv0}K~^`WzFrNel<;%U8Lu+U<<
z9oKkj?R5OQ<m!ie6|66v+gIw-Dp@lEb~Z`?Gj<q2kc;EL9rVLEQsP-dAcvR6NSZaY
z>(WWYi<7c{W(U}30amB3n!ODC`Od0!U>Ro~GYe7k<OxqqxPhz!yudeO-B^440r+ze
zcy>C$rPu94sme$nJz4I)&LiD5Xg@&Y0-&X5ovZ?cQ-!elb!jMOhl*c~0l^eKV}ObC
zFfDI)_>q~tP$NblIp>oVla2^49P5aWPY;*G@kBj7bz=VuU`JTFnIc`9`wyl~8DBba
z;sM#^IP;BwvfBpMle`yLY5wO>cYk%(pH`B*NO`~m{)ZVh9O?r|ftfRbnf6%7Sng2^
zD^rQ1dQ?=&z5HF|0SL)r71l{<qn2;h-3AM0?i~h%+4BzDj@B3&?@7E!7+39cc5wbr
zEMGx5S*yG(s!u+>;D<W*T`IPtJ&2L8ShMV;7lHw1Vm!-5uf`vwIKFt1YM2CSRRbJp
zz+Kd-w5`rGea~M9-?jh-7K!OusdPVZY)ObFrJ_>OE;wM(MTeaGq63nJwZzyar|e?D
z2{-`KFa@@hFdXdDHXOUf1%2ZHIm4`n{QaSk_%PuxkGYZ-&AsH7fm9mG*>vk$N$%@U
zb<zfeN{IgbMl!X83yrIDv07CJ6o@(EfTZz*XZIbY-VIDYq?cg9>CV6+A_y!%gH<w(
zQ80Cez~W$;pSFfIy=ND0%#gqm(+LIo{+vTXq0yD~LI9*G5sVhb-)2s-qv1YtGAl=5
zS~`1SZS&MT&22OSdChsHerZh`8ynhRF=~qD)<a{e<j&@!|Lk2Z-B+`dFj&vqbHVrh
zps`CX8@Q6B{d5}n?Z&`AXwN|bJdH_?gbM^43R1_F%)*Au{Xm*8Gk5QvGieZ@psCa*
z)I(U43ku&a`_mLPXm=Q1(c5UrW*Y&f&CGX{CDm37kf0eRLVr{gNd$PC?s<&v(t;C<
z+CDPn>rg4<N>h<30k(5Hl{`~KjdyZ|NaT&gyj&AW&>}y+>r#sM5T*8fEO@X~EtWeZ
zLJ)rgoy%1A&hV#zm~uGo0l0J-ZV;{>PUorxcJh*mz{xToE3YbIYZL|g?V2ch5{dtd
zuXha2Bns1pW82omwr$(C?PQ_}C${s%wr!ge+qV5>w|2kUANy`sb)ULVSDjy{yX(69
z!h>5X(y0f$=?=AF*IacXugz?#EYOo&Hrr~t#in5_DhJR!o>2)AZ7vD{F(IZLRvZxK
z&|jF^B6p-IMvwQPa%f}-{hj&iSmi2ptuiZVb0n0jX982N^vYo3ick{M(86HD1QgH&
zVN5e&<@^?G+1aep;Z|lcBzRbq6V#b}l?4T0r<gyYGSVccGp9k=v?E-*Tw<urSY+h9
zb$gm^d4M80t(`cj^Ps<$aCE^P4X~eImI30u9tEEv7I&}#H>Oxj<Va<cP>w3)R*HDR
zOsH?hmaAX`qHNEIEVA^7B*=K+0&Sc>-bw5n)4c`QaeFYc%Gy6~?TEnse~4C@MQ*?j
zt2eVn^gMdFTF=5ryCPu{kfj1CA@Cb;EaRV6VN{2}Gj+hx3_yXN8Xqn}^dS4#l?}+;
zeih4G6C?)8TL`2?txVZYCbh<-N=t`zDsM)heb+d}yvyCB$Oecfe%%0#FfYCSM?z0t
z>kPz|;rIbvMvPBWG}}B{UOgJ~C9SMKjnH~JV+*|a^{n751iX;);|x*cjnb$<1}-E!
zD_)dX`=N5i5}2`RkyEm7u<vF$xR;+Qzc-YWTS8Fd#Aazr$*oq=xfZv89eFyUYlmU7
zfc+Dwx8xKc=tAxa7tC#k{`UG1lu{=435JD3+|6gxTZD#8Q=Z?a=n%YxpOYo(viomI
zZ55+sOP_Cz_~Wl6=DMQRic?ihihhM<6tg$S4O<R1eWlbmI~v|*_NFl@X+itlkciaj
zKG;{l{f%-?1p2eZ#4M}9UyL<gt^G^ca98QJh}vshAl_hp(fgh$DtzIpaSx9J#H|(t
za6|pQO1O5Ad&s!9pT`DkF<PF?h58^+n3l;QdinSjRZ}auFdWNgWvf23t?zaE3c3w>
zgkapp_%E|fy-!xb>TcvC+g2q3W}kan&~8t>xJAc9b8$ChM{u0!jBuXWkgXA}M|5H~
zj&{#d2I;bB*Tm!?5aX3M5+$miU8~6)?(pb>XM2z|kPhE2iREQGtFI(t-b-g{Ms~Hg
zHVU2R$^E%5le5IaV)@(G!^!XSHfi`4{JG4F74(-=VX}KEZ=x8&zR?-|Q;9SzQL5gU
z$-D`Y{c|WPRzRVA{uq7d2feSL!_q99J5$d;1ZmD&v|#{v-#XGxF|~fThMhg48MeuC
zv`IFXdNXemXt>E8HA!8unz4TVSee{vZu_FbzntO;U@&^wlPp~p3^6zUGe$x969<MK
zbRkb547EV2z^bz;(*kfAEEbm6bk)2!q4HV@JLU;l*QBi(*+-m|p)Cvi!?*Xp*h|~$
z?BBAL_2f7B;IFxP=gCKHgb&mXUg<|rInI8^+_);96*LjW`#|6ZmItH@3JUEd(hg_d
zO6)1<cVYYp#u4MI!#(Gvk^#x((Q~U=+HmSFV({g_jnc`k?S7MjFqwj+7(;GunO$)T
z#%!J8?m_5JekRhxrr@C2{F7g2J838cA(oE=G85A}CgU1%E@M}KnNZgZH9)*qZwvcP
zkY8T$g8&o`{XF=NeDYQf1PgT?4&Z16X44|%N+$&20>4RDeu$)2!7D<8Fq+Crpl+xO
zSL$_K74f%<uSrr)a;*4Z-cmz6s3WSp{ERt!*C`WHXAyR2Un#}W+*bvaCarw$zA6Jd
zbUbGk0glT|UVV&nd=L`7%hc<Z!BvcVIvF1cdfT52qP@fG`Hx7d2Do2eBCwUdtaE@y
zO4esCU{Afdbw<ok&6KK!4C;BoeT%fbVdbgo<``5Ay)#TXp?su<oeoi=;sTSH=uSwq
zsxsIcKH8!hJNWEV|LmcDsrwT9AyoE52ZH6a{%a|Nrf*|9w1DmfL@zT6)?8Y6yw1<V
z<z0-PshvNxBopJa-KBys*Yk==TkzgPTIf~{j6dI@-pF#LVo5|;AeM2!a)yMz)*sJa
z)U;cb*1AB6D5BosV#jS$c%!u<nO~~Ukt?2tl?csJcS;y9dlzuft%wmy$SKDgPQGeu
z-47vf*`S>=z_1J-eL2oh3|xZ4j?q3aK|oQRIaELz3usTxqjQu@J}PXN1zy(WGhrQ;
zRZT7|(BpN3g&#z5M-@%u)zJnuVie^wCIVlJ^@YDD*M$Wp1;^UG+-~05!AHB5wqCvy
zDlvBMqOYwoD!2NT3kI*nDl~>u6>bznP4`^g(wAH+!@EaF4XQdae3;@z@dVhrKh=s-
zRm;NtL;frWqe{{cQ8F;mhS60UGw+{>sO!mqx@n~F!31jqSluus+Ef$nvm2x}lHr9F
z7n{MXH&oGT5tl1}n+ZLi1)BT@5?Ag9;y>`FaXk>~_|#K0iFZ3h&AI?OhsyVySg<wA
zHkyAtwuXDN$RuZL;ag|?Z5_Ge>#qWa$mi$|1Ce8)+Piqb%UnJb2AwtkV0VC7Yzsy%
z7<;xTvdI?8=ab0|#08>Ilk>wcwohCOtqsH0q=i%m#u=y!9~6A&rIXvNETd9a)%caf
zO4d|rQx>+kHBaRV8v$Pc0|lB`QpDDi^qPukoj^UjJ7Ws0^E<dy#wh}%MA`3ND-||I
z&lY*@2o?f+RS8J(GC~qA-jK^5DLM|ys1ljXU=<CBnLVWMgZiVSu!%KEpp-$~8E0E$
z5^Y=ML7PXfSZV%2MZX2W<YBnFdJp&ATW{u*C`c$6yd#(c<B14*B$#8RBD*De;7=d7
z{I2bE@wSjfZ}58lF-|T?fr2}r!Vev={6UqUme~D)C-C<!+$d?L|Le?1*e-f=b-Ur+
z|AXN?-v9f5>2CjL+xoxTvi}(z&7fdxt>XF<ru<(KKrEa;y5|2qY+9b^N8<f+%h|=1
zi1SAc{y)36i#k>=8^g$-*#=D8BpUszZHTE8YP`167-S2@C_Mbs;8%g9g@?xQhE!uc
z{56ohSIUL9)?rd=riod=5WSh%SIe6&Sm)`6!w?@k-=ief@{DClZV6I^w;D`#=wH_6
z;F}ziN-h@Zh_2gprTAao<YJ7JVC2aul%nL(KOEqiMhH8;ty2>IWAwy6MIjb4wCuZ3
zs?(DQGijRGK$G!V%uWkx-+9PlVQ(W-YLHUsKr5=-N1}9f;8@6BwhS1YR?ut^@=G@T
zzYz$hFa$`!Ts!4aIN-dwbX`c>4IpeNA&?lTWL@~F1^E=f$pn7`s}+Ze4PL@shnQ%}
z4CYuWq;yZJ*h1Gt&FQ*jg&Xx%gqU%GHu7cUDOu4nxK2+of-9SZ`-IoB?YWNdz|2A{
zrbY6D=f$M#NbW&Itcncvck$JwkD7)uoz_bjWTrX`N(%dGv8fF|jQh_u<5=708*<tB
z&^0AbW-sHil><Wp^fk%yNE50lG01>baQ0&jFm_1bE7elOC{8g{gIouVIZa4|PYThL
z=g26-6#r?!Um`(VH@q~XVOX2Yxl!>FX;(>A;We?yO6N({Vvvb_24N{h{6jdSXezb<
zO=dj9V55Tfg~u0%<~E1#CN48s+QFTNZ7(iMTHD1P7hXP*phjG5fY=Ubp5xrZUDL4+
zb2yRIV<|jHP!#f23}n(G5(zhj9RLOr^I%KP<;Q^e743G%VBph7E^%Q&ZWO%T@WbPM
zgC4)|YMdqCZ5@bXP`~GTPxgI1Z2t+na1u0$>J7rN*>CM*+_38eAF#g4Yt^@w&u`y!
z&v{hfO;^_&i$#!^7x34s$q-|5pqR*fz3{p7Rchoo^jYeP`(k0|GD+NjQ;R-cJ;=2;
zHw&r>f7q_EbxxzMui-UIw6MMN<+^lK)0qgDY*f@u;NqE}n~VR8XC8E9QE`9uS#O${
zXnh+hr(bmUWvt}!9HfUa<xo*S(F>Nb4+C1zxnugc<)X}a2-;E`iqE(>#R`fD70Bb5
zahDKj+7SbL>I{U=AqNN=#kvyY3JRu$Ku$^uDzQ3i;j%WRO$F<NmQMmQK7iShY3n8H
zTtbL5m-Et_c3}jc5jw_|MP9;oLnt<5^JQUhQPmNXkBMUh#`z%jFl>R7e0Ca;a=W=Z
z7%D^Il8oNF;gZ$rE6P6+GZ7``J8x^T$1KIXKf9w2!`ks_3tqrw>N9hGiG!1r<FctK
zkHk~trX<)YLJL(7YH|(ECE~aw5@>)ey+1>NTkD*`;p^KCS;|FnaFWQ|yedt|mpdOC
zDy*WfIbS^}ZKZW6f9>S`u=4-jQEab_XTy@}8jchU`xQLiw|+)DPVpZ6VY(9!LMbI0
ziKWFQKes}U_WoW@^*nw2_^Q9Y2p^n!*t{Eo#72qi3DXTY_`8C%IUx9t{)Ybi%~}6S
z?)cIA2?_{aH{n+pBakR{(4R?R&b6~GYo?k=t(XU6Fe66nzV;+-Lr3sHd~kv5A$g%0
z%lg-qC{k`{=q$k_bF>rE=!fZ@HL=epWBpDlLSXy{gI@Zj6T_TQAeY%kcP5&4<5)&>
zaAG39R!A;RKe<AQHWAS%+<VTNjOp>QiV8KIWsB{sKezJwqj=8|t~rq7M&gz7B`?1{
zDoHylycf--kkreOPpg%@;3{0POV_r~ywlAPb`WnuTphtAqu}v^#A2xU@Iu$=mVDO(
zkIK7fA&t;TgH5v?!4Epbf3+4yxq0X|lwTHW)dzl!P;#X0kg^KL<H<5k+(RfiWS+`G
zLx6XXkQ%H}TpF?i(3=lYGm?|m=XjyPiGJiyeRCfnd%_n7CxkPYn&_?hRA>P~RP&9n
zNe0IOzeNoU^Xv&$k8$w-$x%OBogkchZD!F$T8)96FigexJXZ7YpGU;d!=sWLEJxBm
z?%POxV)i30TTvsZ)m3wskGmy{tC!YMFX-{9tCeTeNvkLbuhgAM-pnp{mrGGus>hU*
zmM`R=kDCKW4V)`vdV8xUn39)B7!<S|b|Bofixas?_P^Y&-!GGLoeekGm_qGWT;&kr
zP$Xu>@NRI(xGCtsw#Wi}G)?kVgUu0b;PxMHG=7HYT<B?mj0JBGFa2dZ`8}}(ri9`q
zDvUnC3L>L^cDd!1&H29be4XiYdwsz14h&9RT>h(7D{Y1thpr_csN&~=%%mmRwUQSg
zf(p}Csm!wq)N|=b)NqK%IzST&t+$VcU<xe~3k1wHE}Y3NUQSKqYnk@m5!6lNs0Ap;
zBW_}=T_t6}jV7_1kQeMxm%<57c<Zxr`RNMBN7vd&!kEiP(rS4pk$mIXphCIdJhD+b
zDr!ruX=RQsp_E4!w@!x_$2SubuEG(^*|#>zHqkT>{cH&nFKL;p&EW?mT}L6CkPaHP
zx-@hy>7uB-9mnX=ezz68j*e;zH3ay8j8>7*I`ISEl2Rg(376T{6@{J{OP_<rh)y0H
zIE@$@Vg{Rmr2w(9f=MUxg^EQI$oRrIfcjh>cVjPQ)BfOwypx?rhRU`2loub*j1~(_
zV2PV;5f`22ubg5l)Pnc8!v#jZuF`V^4rzMAV9A(dMBAR3Q~Z8c8I^R&o?v00(>TED
zW=XJs=5NkUYRnmfY;!v4`TCSFhGMTTsD4s_OodF!T@HX8@p@9<U!^hfdGGZZQmcX#
z?VKy4gdkqIlEMyQei<FhtvW84#6?q`3&9fVJt+^IkuTJDeAakD-o*`<ivC=S$IDMm
zSEI`F^)emK>oym`8=hr~Yt=T*V`&fp(f@@?h7OrXTzdh}kwjQ^jxUB2vWOQHb9y4^
zctm&@E*BZd>ed1%f;I(mZRh^4WNgIK#m<Y>7HKIdH)#d1B8Ali1T*LNiHQHkKRcc5
zkDJGEAFMxqV02Im6?Ap|+feVC#&#CR%ZZ75kLA9^atPAF4B9X7(x$I5?h3pR<5p}o
z&F<NzN)%L7RSdr*pOl}ZrOzkEUDk{nL8s3;$E6)cnTqM;Srx*gCf*vygy&%<?Gx>i
zq#Jw8?2H9H(Md0zQL>t$an?#qEWc6j7B=rQv$V`Ju3-IwBuOq3m_X-z*?<32zt7wo
zx~Cn<A2VKf>X7_ZYE+x>6iy|L?XhiF#}raBWX4sIIdspGJV4tB9qC>i#c5QZ(M-&b
zGkq+kLL1R+p99DSWPhcZwPZY%53;GRxfGfrEM1_@&ma9-bC5<BxO58Uw0fH(@`!js
zC2sPxP-A!*aA(;dwANW`0t&NXy?n~MjQ-mR=S+&~v02K@!;qpjUFsE~PI`GDN8^n%
z2YYGpk5$6RJ>tuS;@96b-peH5p7uX$!E9Cudx@C14CNDQLAv#t=CRrAFqKC0lgex9
z(MqVym%2BxDdc?fPjaA(&tu1l-n)pG3P~{_iICOLhYY<N`cAJ&WEghy>W5#eVKrqN
zS~5b`16S2Wwm*@K16|F8%|na}<RF8;{w+e<z4*>Xjto-=X6HU5+C<f<?&di_%*<l{
zS&v4{tS2hq%m?;$e&AA;A<K7!8Ouc$fWFoE_+Fi@wqHraJXb?<55jc*^l)Evn|Qh(
zGi?y;KR<E~EYbhhAn=<B!l^k!xF`oNC%bmPqWyBsN`;OGgBXg{Q_an#Gmj_d))`s>
zXh*;y$;erCOLgI{m1?WO;GIAZ9o|YjbNCxcc79^-@0bu>4@l%g5o&R$4TIsB@2QR{
zL6DzNukR_(!JY3Z+^>JB`hDGR%6$ipb}%F-GA!(tSB0WTtVxz(zwi_cIt-mXkHIT*
z((|0h{xN!LK+(S|gImm{9@TDlyG~6ydh|Uwwm`Tb7KuqoNGoF#>$Rn&V&V&jSJB7`
z7eLxhyq1HPJtjkp&!=j?gyyMsnV8d3h%<`Vbei`5>#9n}7OgY(?)3;dC}rpZ1w0o$
z%OWa#BLw0|o2jsLXo-AUGZn3_O}J9#9tW3O@!%M!qMqX6{kzV+{9UMJ8{4dDDFLZ%
zD-bO%ms=wz77Yfu_&`f;uQ7X9h@}r_w|Yaulur=O6u)s0X1%1>WTh`We;fVqYk?h0
zu40Pt)9fTEBxF04dY%i08)El#G^PNaHbP#t5CxzmB|&pT1E_c0XOjq%InXRHp>tIX
zntl=0wk)CX6mN)Q2j5xz)4gsWzpeR=vSp98lWRHAR65r)^p#)5ju}%P8HsYnOt*eu
z8QQl!UvB4i_E<_dUKlJz;SH}q&58wlfdT<76Aaz|WawJUo`(I}u3@UgNVb9$1?diw
z8Nk#FllwLMo06B+SD1nHFsN8)C|5_3+H#?0-?OUY=6l%HYW#hB$fx_LqodKi_rlO3
zj27<6Wpcw%W#$xbRnU<>1`IQFUdD4aey0;3dO9+GClCvIIy8Q#l5lJ?wum*xJ~uY<
ztk`tg_BOrYSB@9kofhM-oLArpT=rokm(sgY+ohOE_V%|7@E)V)QhrnR>np}g*k9>h
zTnXufR`3}o|Jc(*;``GGM;kk=r5~&!*Rlx9?4m-pSV|;t?u{ac_sDHm^Xr&s-w0>Z
zwnK)$()yZP;e^%%E&s@y7VYcU2+LTE@Jm}#<2!5=GfJJVQrxWg$9M4`ROv%Pyh(HW
zMGhjM#NsFR!Sg=dA;c!@JUkxl!##~{kloG@r^Gl%8rwI_cFD2Ry6VaH@R@wmW@0!D
zQ#wwdzaNhEm1oQ#!Qe@}Pgq=ZsLi?dunaDTDdK^xm;gOp+{Bp*nAEid@V~5W3-G=A
z_~+;mrBf|;X<5LDc<^`frei3YHOR+>rn*j@?O*4{KDT%N?8k3+&48Fp>+4*I4?0{C
z$E2jM(u-A$fA$g}y6cf0hflYgUllcH{<PF^;FK1IF~6fJ=kvgV^|=AyXrD~VX}O_8
zklJ)H<bc@1g%sCPMPdk6SANuRl+W1=x=jyLC|AXlX{kUhR(w3Ug{Eo;8A#>R!h(p?
zovSymdeS$7Ns$uJvajY4Tj;Y21yt1!K}E^FZ&Af3L@=>lDaA5WBoydB!J>f;r<`Td
z0CHeONGT%m(`cYR2>D3T+5koXm;#6b;1lsaOw{9l1J(b*x%$6BHT#cw*#8q$v;Y5~
z`o~i4e}d{w9UGVRVf4=}gSu^Ng^I&&!gN`4(^q7L%fV;>tK2>!E4Y*`sWLe6$XLxa
z7p!8wWdveh!oqM~ttKtTbKCE$p^#^N%3WWi>3t-zB~H>jyFn&cK;?}Pv<VZnr4h+n
z5b_cyUR7=Ur=`vYK_?W`K9(pmw1jM`C;t8E{2yp|i$T3Lr}5H|r=k%kd^+-oA7838
zI&Pz+A-y?R6HW!V+<_Zq(IABwDXfy!#5o`U!G4qmFg!}8kQ_);1nM5sk|{3@myw=n
zEGBzgEn2VCP7$T8Iz%*SmNSz0ct1AMRRhYjSuG-Rn<R5RGX3w3At|=fdu+HJc2-J+
z37J2t^<f^`lUa#S5yl`+eOQq!WP$J(OC+Ar_KHX#Sa2|@DyL2)2cv!Zq7yv5q+l4F
z*f_alrKI@{cv)hkG(t4UUKowy19c<0z}|t)B<540s8ZnicO<LKSa0_!d`g8-b`Sv3
z@$?`T+F(RBX;TsPD2!DvF?CV;hrl8{BWYmv{N#DO%hkY5Fx1(3pNMcv?0PWxT<~~s
zP*5c#vIAgPC1i1IT3J!EH1U9kMg&syghg(lzrde3=7Cy<f7UFW?QY>rjJSbiE%zyL
zv#e10EU3gKp}BbnOv9WMS+&tx2UsfqBnAFlK@a<Ou~Y6LXAA5C^T0+0dB8jJRE;K*
zNX_S`!JBX3ByPbKWWr9q9}ZKEZ!|w(LqWpc<>CB3jumcju!%)7J14Pt+c^2q9fmXv
zs_<;xlCZC=RZ?J%+72zviXffVquF_du?S<AyoVeC1^*bs(FdXpn0T?I3|8G+<>w9M
zw3zVN+h|1-qg)B+>KWF46GRQmky(6m;b+Ilmp5!bnX7$vmp_YRKH6#vpam@(-`KvH
zN4yX2%r){?TJuUI`#TKn<Yt{b9oR5=(nD;k6+m<ii<KE(AZX7y0`C_z>he0rX&N(r
zJPvgnwcJa?=|@rY{O!w}-^!6Ko{|vt^JN9Fw<=0Cpi6oCIRi*@NK<iBbMcJ=6B(6K
z69=^$arqh|Jy<5WvgHde#gy5Z`!w*Pn1m#6oUDYR7vznpR-#MIU#=Px3U<BnXr6MV
zdFarak<RN`U42fJMN*e6ps%}{?ra$jt*}kBWJyyc*HAGtfr{1uR@CbL{8@Mi7Qfxt
zcsGI|ADG-LNC&|ZP}I%#lOA*dL8;T%<-@{jCkMuNG7Q%&%+7h)iNQla9m8}|+&F{=
z|1^q|y-R;mCVH`Uqf<gP!^y=A4VzpwK^!i_<j)99wMM0ks=%WXAuI<%X`wgaQeZIM
zlb6}*-)Ir14TtjUa2dksf0%cr3&PPWo!(_k&k30Bv_yEl8lGe~zd9LBLEu-?*XMB&
zi%S;X9$y_*!@=OR*{dlCGc0N{jRvaiO?<fltRW#K8CaUYOHH2v9K33&C3(H&6Dr2!
zK*Lw6sTJ;i+BX<*HGECMl;!K=R8blO#bsyEr6=T`Y6=oHG<W=-k1td&W&EtB_ahG5
zpP9_We`aP3M>k)NEd<-$`M2S3^4IeV$T76QG1cK9>Jz7JLB#k+MLml_H*8SJGZ59K
zl?T^_@)tz~aHh-iYy0@We?O%L?Vi5q@ooKP<>L#^9eJ$e;>2D88Ev$Da$>_>+`l*1
zPL<5(JsPUT1-tM!lW;hTEN{x^Sh%LxpL?hUskOhhd|!wBHt|`>nzSs0^9ab|3nCk~
zdm--rlUQJY+|M&i1*NU~8-K|N*++A<KN!R2mnVsRFQ+JIM(7o+_tR36<UoHVXQ<0f
zcfe4x%l$}5%014;J`&XiY2k6Ius0JwzZJW*6oU+vZGy7yFS6LbAu@OYaYW@MI;s4c
zH70Q-F5$-bx=H#bqhzftF$oKBDG{!%RKJs@A9P6MrJ<a}`Z;Cj4CTLUt&2?Vk_%V5
zrMUewWh@GGClhox#LuN{4gxLPETaV+Mrr6k1?*u%a#o&H?A!1MS~Hk;U*$eJH<Z@h
z(`lN*D>`E;<bQ|k$w%@smmb}cm-m1#S`c}^IIm>c7Ov9GO$ymqE#0g6kj>5g5DxmQ
zclAcj`p|xBIC+KjCJ?JEGh*L%($((WKG<?*yZ$}3TeT`5Bc6^8Eomr!kNhgZOsscv
z5wNuI_hshAQ;31JGN)m#jlj8z^I7U#jYYd3As(tGHuGmM&ux#=bFBUTYPCe70mdi|
z+I?MCWAZGffnddq*)V~zx_NN*<VCGk`zVlDKqNAZ&72_Mlh5p(9mT*JMphUpLH~W!
z!O`B0ovj8aBcQ$Hn!(MAd7}84A4b$i5NI^DvS}4$U0g-H=&A1nS0VUVL7qatYq&Yl
zxO+MHju@#;7%{tW6yP-uYe$c5@2X6vJV=tE9Zsh8YrNl{EYRS&Y3(Dd8`ut&@chaK
zhnNqA7B=f=PP8IRgvEWKP|ka&rJkf|d$;82VL>kkCrD4!KR~v0`y*juzoW#`(PKd=
zl;{|{$W32YwkXY>`t+Td#)>`N&6oINXRR8_;?whIQ~oYG8V2Qewi<H$d3D~s8p6b5
z9wk<KfzXS+nWQXI5sD{puvGt{4r#=6@k;PJX+&Tm^e$jpJOfNQKh>wD$R$N<JECx4
zw^HGZ8e()57SJdQC9aaBh%MjnV7<(`%?rE#PD&7+ihx`oFU>4s+C<AB$1Hze9exoq
zsd$o%U5`*4w9?BI6a_T|0e>!jP;6*S?_2HTK2~5PAR$P>#{QNdA@Vnhtm%N*-bns&
zsB+cjY`68)NEHp%K+>D+by`VhEUl*#afR);wNcn=Q9?IeeTp_E9z&*EML%>$MmzfY
z`D=OJlCHO75O@iR!qUa7e1d2CD#-!m$E7XemQDUxrA@W^4WGq1=-6Ul|7>S}Qa4xe
zxQwfk!duP$YHgx3daUidASf#1`rcQH$l*2L@$mrCjjhm$uNZ`o_p6^WsH16amB-Fc
z`E2He(EQoiyVVLR*wvFMkdL1eH>TT{&ad=L3wpm1EN|}^GM0WAXjz<Z;_EnU?;3NU
z{Z&se8<G(d>VeoQFgS-0kMWnIBm^w3gHFwg|Kncd=O?}VMdkhY%Tf12v^CP}Hm4=k
zZY|zW)f8uNOld_FDDv)GRFHlux2`<w{PenO9u1Y?bq6W7ZW-y{+TW@F@?ld?#fuTs
z<xSs<8^;sz=c$e4ZxO7}yXfyzFQ&B00Vpj-UuiVA@6kzB6I~%*>`Oy3b(m_jrY<tY
zDdmD4r2%Htil7aRT1{G7<+&S>ZcHjN$z6Jcyc<eU6&ezV&nXqHIXiuo2n5+1PB)G@
z5v<;1ksjHVt<ZiCUgu+}nT{5y$&KU@lU-1A&;ixk*sJ<RY__bAjgacU8sRs2hO$J;
zxD_MNt%O1Wzgo<^9)(+aKQQDC>sBq)r-<vpe1VN^^>$t64zW7xAQY(`B7k1y0b)Rd
zx}Q+zDvfz^gJ9v)5tK1(#_HNo(?gU6n|DobgwWgd#d3N_rZs(=1P;+!ftW`tNiqt$
zA##{9ee5O+Y9S^%1#(21l^|PQ77oIh_r!g#3SsQu)K4=r6=S;-Ajq0?by56P`hq!K
zL<M6LX=V$NY?YhmjIi769u8^YN`FQE>Wr@&0qD0;X6ody*LPDfmIpz21Q7Y_)O`?q
z>gS&Vw&0+g-^OdlIVW#{p!Pmo*8<3Ix1=d94Thu^vSzxm;HK#r#;kmKHI3?M$h+%T
zENb-sT2L%#EuhdMrMt-avDo*X2T3h{a98=qFTP&vlHJzgaKBWx-u_CNY7+Jtt6yn;
zg}?9K)b6ccoel_o0=)Xp^shE^4Z`VN|7G*ALlwVn$2JV?&TL68MA$@)bu7w!xBMX3
z*R?2@Sct?K;JzeCeS4fQoNf<`*0SDWpV4GmVyCG5XP2q+;C?Shk;dz4bNX6aO<uBy
z4CQ2%S79ISf-gptTM>*sIeQ_Q9WB5}yaq@*)O(Ln+PLVjV5M*q^J|CB1>abd`=F7D
zUO&24n}XFi4Wvj!Rw)=664PGj)<yW|cARVUm(P5P)+y|CegF@|rD6oH5J*V3<FoXf
z!T}SMxvMpJr>4uQ?xr0L_NIi6qm=H8^C}m)RfA=Et{Bao#p9eak}A1xqec@vHWVcu
zI`xUx!vOn0xiGnHUyx!fdD#J~p40#Dmp88`l?W35YR=@a27c^_gao=OU%5Frj4O^V
zW4M@#<)TVdiDm7AwGE(Z2;=w3Bu+ONVc>PI#SYC4@(Y9yNH^n-9;+!9BOE3KtVqb8
z{!v3+Mm(&c^$EOztPMG=5(VXLYzELCbH<h0w1EbF@)xr*%MFbE4R|xE39J_-@q|jF
zyUJ_hY0f&$8i}f+Yqc?0P2yi!Q>B_WybHD5A<8B>y4$X{gnzt%j+c6Lg&t_-7ax*$
zOeJ;1ML&1XHg^_c7wU3KkCbTW@hgzdBWjS{r98FGXj2~Cpl4#keBOdBMsr}C+Yj4I
zr>yE*tLe+pu-BR$ZL-6&O2)OZaB9%mo$-h*sH_KPQeugfHA>T@*Cua+m|a}Bwi4+k
zZUc4X$J#sNwYoyJP_+J<;pZJvW5{SX|J#lSro{(_$a!%>>}hBDs^^cD$b6(2cW*!B
zr4{W8Z*Yqb3X#D`PA;(e71D+?Hf3y_t~K4pjfpz(j6*j#gG#qy!zQDvr}uQwU7>X)
z9Z~^1aYYyVI<_M^osh@A#C|%C39W5zYn^RLa-H$f{so_WrNR+#Q@$fyQG0Ki?`ptL
z9GohX?C_{I`|8BPcO9=aqz~+)!rzdLJyEjnq5rX_4%&aFW9Bnc@m7i`CN<WpV0?^b
z7GkoNo&OC26}|Jn1rGkFH0l3@sjTd5EdOtq`kx5)KmYyyIGg`Zn7XKI<ATeP^4Z-3
zvb|KM{l~L_iH%LCIeDe5o<;sbikT%@T1i#sAj5cJs@U$bX4_>Bo|Q@oWh^DxmJ1n}
z6~`C1m6P*Xh?^$eaGKg2kDnD5hcHx1q$*`BFauvDV~tORf2YAvT+0W-9REz7k%5n&
zj0W$GXQ(g^9415R6b=SUNe1qeu~0}L%x@mLeT?Ol4jraAIG-OF9A^Z!7>!`B({vmP
z?gU*0V}PfIIHHh0w5)%QY@$)ob&M$*S?NX=SI!p(4W=C}t(ZrbIPD3>7%kzHs7#P0
z_qI})Ma9yZX>u4CHZt%}a2o76sNUTq1ZxKfVhWBw%tjdqH)Ll3Q>*AF?G$;FcaV1F
z><9QjX9OJvINVX7iN1}<vQmI6JsMntFerq&rEC&rAUa0F8F=xkv3Qqa<qe7n)D%pH
z7XuuuuoB@!;KRSY+Co;|P^cy2BF5N1!#5<1onZDO{gT9rk7>|Uje{!*ONt}OLnJW2
zN^|m1Ttf&VlyiA%V*>S4SOujc=lFt?BFrZz0ulmoJZUQjc?#ec=#vZl(sYwp^%e^W
z(+nnIr9<*63aK?=lJKbDyK?$jWP!nZ8<}_~6>+nT&{L*ucn5~Pdf$XPEKRHOv**-!
z2c)9TnC9lKWK^OpS~+Pl9_GB;rD4k8o6rk0AQT2p<`)cN-J$UX1!!|=MTP7<Aygrl
zad|;)f{t-`3vN=X=jmazzefzd$Hhx7wxgEBYI9ajmi@mXwWj!%v@ug4dA;hgXI339
z9Q@ZeaU-VcA||y*tXi(t^{C{_yDNS>iC~n0Q-pMvc;M*5j-jXQn|t8fBiKjnhqTkb
zsw{2Yn=;!-Z_!dLIINt|;dYg7shtdn&y>G)Rx%a;{q{2{IIbgEAD3Z&%Z~P=rhwOm
zClCWN4BX489nV9cs}pwogD&yia^7%ctyMo)vAPF}+ZB0O5-GNLk#h3UsSO`52`yiX
z#tZp|HOX*EbU{_k<RmfLfX6UBB0?JY<kD}Cj)%FD93U1W7d-TDBfQ|q^3f><k<T>a
z#_>-G2)W~0zqoa^lP1t<UEHo@-thfcV`nE0iN>Ezh^Q%Nqj?ZCs{q|&i~U2}(YM!L
zG9*c%WniavsEyeldr!n8%H%+PUo4V1XisLSK&8&!-C(a>&IqF19gIK%@;PhY=Kj_O
z>pu9@-{E8`W-_!ij7*$GW|Tw_jDk}3PR=w+j(gw|vj5E7_;ujcyi;(wJ$b`J0gz}w
zYkQ45Af_i!;Tdke>VO=%P$+OJA0dnGLyUI=ktV)d0b8N)r>;V8{i%w#OJ`mxAqiL5
z&uu>|{Z6}Kc($?T(+=x7(bt{<E}6*zk4r;e)#Nsu(sE@sW%xW5wV`q;wG)DJb~QRC
z?A@O^<vDzbZ7btn!o~67arqhI?Ah5g>+x13+fkXtm6)DES1}xJY+gF^ozYuaeqn8t
zJ**yh1DkV@<U>`Re$~w~;co9E3fsq8(dFCheCg~{&X1{cC&o*%%N9P$dNJzP%M`~J
z1yW6#hOgys6JuI!xh(frW~m%0_-GM9IrH{J<RyWJfr?@nyaC??T~_$p*LW*kRzYBC
z$cPV}weexjv0c>Bhl&*g!QKKLn#*K4QK?FdT%z<USo)$*Y5|HnM2Km8KSWj_`X@!k
zHu`j2lJt@0A&@<PS$z4@z~YFV=|4_*-okAA4PFdsge0jT`+X?J15V62QA=5)e3ppv
zks=Bq=Pc}!%n4wB!SYAPJQ;@rhER$qfOyeDYoyfSxaxWlK;cBnpuF;QSHMx4BZ7P7
zugXmQ$w|9Gy%B+z=W6@~-U%~E5}w~>>Q(<N+#>uN1wpl%{C$xrK#ZUhM=r}yhbEW8
z?#`4FZMgczhkUL6Zu@-BUo*kfwLwKSn7GhGnO8gBPj!+W|BbRIaJ$W+*Hdn;pdXug
z*lB&#!14qQ>ilXzJ2h(7Jy`K(9NeL=ar_J)WyWuyz$m1k-|01^FI%D3knyj<YygB7
z+0~Q7<_HT|6Ak?E(D_j=#gDsMN<rOeF5Bp~1Jhrgx16q<sG)<ddw9})?F|&6MPB7w
zUj288i{)j~C*7O-ug(D&SA0LAx`h*i0u@?}k=Clk_BpT?x2j`GcVC%}rReu=?d8_l
zMS85uOU<l&1!{e|lEXm8(yAH9vc$uLEE78?p{u%PO`!n!erqM;m#dIe+2Tu8mbI?B
zR^hNKsftxhRqj;{WJ=XN5qK(njSt;;<>q7>v<~`joh8r4Q6Bq;OJm{27ZUFIH2{Bw
z27DE2IkIIoUq!c|gaT>0E5!jcD~L*{M|fsXyWq$fwp(Bxy=<heaYtZw&G2R~qt9Ek
zkdAN(0QryI!^A~rdbQ>6_|$}zDpHB*YJrT8`1qIj8To{D+X9@LVS#uJ2*BE2SD=qN
z4+Ps_&c5XOr4mYe_+UgxCrwVYhFP}sXpd*R=G0s0!s`388T?-=4P@!|WEt-TdYOO0
zt<F``Lrud3eOtZRz52Zb0aqf&(3e~B_97*D6SGDq^sX3d&{e@tLg%@5v&@wL{)&?v
z1`vFt9C1ZHF_s#)`jM)JbAG;?d8Hd2ZhtDVa?=S+ksn5SM`>*S;ZR7Q-{kiW&6k-i
zaBb;OP@1F^9WkNp7PV>F*N+$AF+!b-4Hhn@`5GM++5kqeJ%f|fCPT|t;mnIW8|3<R
zmJK8&l>;P2l?*)Q8gT3P1kI*KDyTecE~xAb8<%tiEalPS-}?fnO+EKw(V4Cp)yW~2
zCe!Wj6+={#evOhL|AYK%I<9uawWdkjAU;mw)EL!EbtQy%Y^?*{OVVUT>aRElIFjv#
zw*+zQ7OGeNu_kQS>&T8|+<{^$xp!q3MGM;}@iDWPn<1Y!NdUWd<th7|kitU?E{+&-
z`ygz>i^e**;#xA$8nXULWdz$su9i@>^&K;s)87@^#oLz#P|tjAqe$1kE;vHRWM#ZU
zGq}o^2p;uot~V~tuz&bT!NzYIx>5hwvtjfD$<yOcmLl<S47wCO&*jO=qZWj%`HDn=
z>v_ss8^e)0Gkd2|<r-HWi^Dg(Ct(>61<Y9o#0;0*P-jdo#phsOLgM-{Y-^|m!IHHE
znUWZk{aS)Frd2}B8iilcHr*Z>XB~8e#BqTYZRQ>f8368u$G%hV2jd(CZ3sJMu0B6w
zAq--bo$xHp-j~FstI4ox!qQ8MtRKGhjtOnv?<hrFICB2lUYC=5{2d{PXM4JG0z`S!
z-pd!F5MIC>{Ml6px!x?gN7bDky(&>>SBA40!6(JP^slHux>$*QlFv-c;cC-rW9!7X
z#mTdwBO$ApmQr4KUr26jgxq(+X>-F!mcN8Zy4Y#SBE>v%a=vr?-(<S%lr1|Fl@+lP
z3j+&V1GfrG2{W4uvkJ?y8>I!N3M26~N4oa$wxv{;v^9eGQN-kE<;2HC(O#6MhO-32
zQmTbnSB7407)N>@S5Mz;f>A`tiz#uw%(HvN9V%1*ffdodFqwp`g`_uNEbF|Qb)mg5
zFEJeYT(oEkHs4~3yyM;-vO}i$(xjHBjiSRPJwdO)^Y_PTn}NcUceV$`(0b$wd=nK1
z>tU$gYPGqAeseGbPI{HS>)E=s{s^#v!%8N{>J}aEwR!^PEfts4)5FE)0f)$5#7b``
z(Q*$;XTTz;*fA$$Wdxzbh#akkNH9n^rK38wRcmaW#!ykNDcwMjK$2@yI0Tt|r5c-_
zqP4n;FTwJ$$UFj&&ISlr09I!}QF-9OpJ|R8&G8KGltB1!Fi{DfS@2Mbl7IM8Hj>yD
zxs~GhXb#?<Fzi~sdz|bu{v{wxbp=?MX4*zaY~bBpdr77t;R2j1K2y$0L9XZxwqzj$
zd70&Z+htCTrM2Y|R)F(Hh~G18L1k)j;Rf#y{vD#hkTdZid8`D(L-X&chG^rASMDdV
z{M~0M_EBuckm8kPW+6=?$1ACnfdO!#0tsZJQjvF1^Xd<tA(FiA;Fg+u`>~G2dR1QH
zmudwL>bjJocfbWyvCQ_>=flaJgsFF6eKu_+m9!<!Zl7e`L;3bmsW{JE4NJ*qJ$*N|
z%}&x!@Jxo3B>lvV8`R2Ega0BClarrYvs#jAbdP+Cu!@(11@v<XFaolM9276?-;wbn
zOdTz)8v5cXZyAz?Q|)5W7O_ph06(K=h9MZh7Ll$&N3*0<v(SaREr#Ld;)+T|8qp}z
z-Uz_{FAC&i6-p|v`C@y4N-|U@VWzd8u9<_|)!AG{Rf4QQq$F3@!u8-pZ4kPuenFEW
zjBQQ@pa>Ky2BRtTw=wTm`XcjnNw(hG0gpc%?f{{o$;BPX_P)ZFJDHAjQ1?_$l&^75
zvC1oreVT~-SZIuc_2XrEXI_3sle5UR_h);t5=W)_YnV+^>}~Ob1L7kxkDG+;=lNn`
zlfruQ`5H0AFz!{PM{}{IO^AIck@LrH*t#%M53eQKUhZ?kYsiOvS>9x(vWZ1=f7$HW
zd5UQvgaL!_yQdf7<*AJM3^MZC@xxS(D~UA#w1|7i&Izu#lqRMRZ2?TQu=WD)9_Ows
z*|;ts7%eioL_I={enfN1>y=<3ha|nOEG8QX00Nk(&sKZrL{R6?r)2IgjAKF~2TvHQ
z$XC(D04<_C@dkG9&QN7Do%N+xi{*iCwI2dNPWG?7lNQt%im7K2kra#ktqQ!&-1%oD
zlVel&Yd6q4ja`kaWn;3T^^;Ya_!%DXnsU0eUXkc>M<>>>wl_mLUQ=Np!%Jed%+{ne
zy-WimepMk#rz6dO+OcT)0L{naB(Si2w6=%&HY~}1b`dj3SaSv2Bak(o?u*~}N@|_h
zpzJ16RX^_5)ZM1=#-;dqHU40g7-4Khb9<~_<s+_igbM=`ll1XUBu)i%lfgL%-vrJi
zt^cx#<5N>DE>I({gdA6bh9P-C1uo=>RfIHbU&If0NRsZsH}K=Rm(te(Xifb9)`FfQ
ztPZ9-vLjh|9Bkl!uUr`Nq$-XXl3ACs1Uy|y@~|MIHoLjVKyujg#RQE_HQ3)rHDDL}
zq()M<(~97)c13(xgF3RKP6rqO4W<|a3jtfDPxHbJjsH{fI9ZK^Wsdz^l9m!Z*MXpk
z3-lqGugZB&&Qv~NKY)k<5%`mdD2^((<xss2GBm~71OEm!apgTfHB-ybe0oU>(XkfZ
z()CcdK9V5$*d$rVog!LIzW=Jnk7sCmhYDm8NnqkDzqc?}cAL@doyxTI{Ew(jZ!52<
zB%8_-);dnO*5cu?JgSq*={2hxBrBeSjJ{<$Ew16Zai&iH(xn<e@626G&rZ_DeW1$&
zz$*>dMB4_RKk~GNJ2|aA6@%tNR4DQEfbGotHdjUL3=ib(KUH{|(eLe0XuodC+O|pW
z_Q?LY{kLtu#(z_GXsPntoMyx7#Nl#Iz~9(@{(HTJBI4rgvhje`W0|+dpM>zcSjGSE
z`quuZ3-j4P?|wYNRl#muG%G<eq@Ak!A$GE!m$<1$w$xP{rlneV9nOE$X4@^NUEbvB
zssi~UPiN_-OkD%O=qSS(g@h(=;=cWwiFiJ!Fkuu?Y+VEEq=OMW<D^r6Ey|>>24G!P
zbaa<XFDO~Zlsv<6xrrM@#z-l41G|T_cUDi}b6TXv!y(P7ql`l>5?eWe1LCn`<?c!h
zhPI7P^HyE$-)&}nf>8bWYMQa*FuNo|AF>H9`Lb4#bJwp|`HY<(AoSMLDSTrSolC-;
z?`?1%iKXU$o6;ycgE%Cjl6;&X2b2;lYZM&X-sQ<4@bQufNxc!ny?x?M(0#@UKX;j6
z!eQ>_snDwvR#>;CJ39?N7e*fr7H45*wdN-PDZfn-8r(Q4UVQ!}GhSWTHgjt&p#zvn
zuaFmH1Ux~^+>;6m-&TuqDmX7V5TDXF&3RuHeW}l%UB)%a=p_i34<op%#UU7t>T(O%
zbzXv*wdB<ak10F{9*w)SV~_7E64C8>jiq2lobI^y*Jbw}5|)OdUL<^^KoF~Ry~iG5
zcrFXe$`dCZO}(A9^wl31$BwmFF1H2D^YQCyw_Lc(veZ{Niv6vA)j1%H8-DMz_t0?q
zW<o{|i^#T+7)uG{9k%+-c6}55rjoLu)37UtEYXDwqjTT64*LjyR`!<qVZEwwpgmL|
zO`{<Lu6;+oLCqYcpZ_=Z#D6%`{C8XG|8R<7B4XnDiGuqtodWZJR6iy-|5g5n+s%I~
z7?>Fuf1>gJXM?J+#Z1+7BBdD?4I!jMZSU$o4$_}fv9$y9>IzM<74wQdq{C&k#383k
z!T<Bv&*K0q{anjtn1{?<^nip+Rk0YIwT=ZOVs({!fq9<E5t!62`qCC~Q3(%#=cCiK
z47sS31Ij_f(lU~gQlrhP`tw}@O<RUDJ2%!popQcC+#e$-ay-LB5;~n@qN*DJq$Pp~
z^b0m19uOHG5*d%$JJ>t=x*h5sqYI=3YvLl3%O<$GF*`>9B|~j%alLD4WPUXX{*nqm
z3ubr#tjOHR0XYh!M;Fixgh>Ib!xGRIg4#Phg|TC6VQ~q@*vJO_ksOl-_z_KB38;O&
z-z~6#t_vie06Akc3kIY&g>}7_1hW9Wlo?yVFn*$eq-kq@Td>*-N)YwV4j!=Nen;#u
z_!s-XzNdN&%#`?d<TDn3(5RSeugy3#f6u<o1fK#)3)<x7Ef|zHlM6}&G;kpiSvpvL
zybgfXHZwx3aepQw3F2A8x_(?cfAB2!WYx0NvakSAP67azZ6~L4-#paZ6e`?0xh#B#
z7ENMya>19jwgJu4^0iTLK&Y@L76Hh!ll>SeUkp^}h`)&fkPSgtKN(WkT-_TTAuU;E
znHU*Cu)f|t-ld;ilw~h$tN6ayQ&}2;K~4_Q%+Og$%f4IG-&%^|;s89okty-ef)k@-
zK!#?fkdC!XKt5k8Dt)ti-_hZ_*Lexe#qL1U-!PklLti}u9-lP`V2U3Vpj5!$Wuz9z
zA6h~{L*H%`pWmn1-wyZ%1HI#hAFo3%vE8pdXUX4MpiG!H=l)YjLjuJRH(VS6Jx531
zwd{>`wNEbs7Xnk?B}LpfJ=~xED)FxDA8-=0OOtQgE|$Bb=DP^2O0|yc?2u_V+C0GD
z=iO%p>6-rP%6-#gdo@-24Q!g&Un4B&F0dvvI=P9c0U`GWv0vqn{_SX=a7za@BrJ9H
zz9~y{v!E%v4JGNCTEO~IK#>Y$9ze673mklaD!~0QQb1Q^!_2WQSO3?dylo|rcVCbF
zCuSY!Nys-j0#MiJ_8@dF<|juT3((2X7r8l5*TME6L~iP9CO@0mcd>$8ThFPA%GdVb
zZCTk32NUo~@>j6};<!I5Y=Hiu!`r0L<M!a|>CDac;9Z&V$pM^eqhtNs`oTigZBKao
z?n2F&Kpe6l;s>N(xy}cu0BY?Qq@VQaM|4gmT-T+*jmr2H;R|-u=XRcN%GehRV~78X
z`G@SnF5ydh$-cl13tEZ)PD#Lh&#epi98V?>$T#xaF}uk1oySs6!FQ8iR@5clx7A~M
z{Q36iLwex*&w@+)1}}uZ78iRbFKty{Hac&%<KIXARsKY?_?B=TorV^Z__kVv8?Tx)
zf6v7`1ja0>6YP|LiCI&s&tiSEx!peSo;E0|yiI3K$A>D=_>SoXjQ6CLg<aHsjiiwb
z?HouhWa&&I2(<Ff1r?gJT4QZ3&)$P#ojc|uOlB%^3ubL^?a1deULQu=`#4&a-}9><
zYasCmqMqt`MaFq;yMrSJpD#sBjR+|(m|oGDy>W8}F&#KKOq3QlOA0sZix^_Gqp607
zaY*p1PYkST7z*yq=ETh##{~LO#|8jNkZ*tKcmZ&+cWes_WgAS>m{a#(K%;6?A(`o#
zF_^aI4;JfkaoydI{=BuDbiC4JD|}s{S#f$-RQ0O#IpcXc@FA9;1-iMSC}C6SpF4RL
z>EDtaV9EK2FJ)@Q>RRkfzxPE5L`3z9alg!Y#w^s5_81h<)3W}>s`bTrA_n|;j2^bG
z6W-Do&`jynAsnEQ=qJGY$Y~R?UrlGN`^^&CL9YSdLWu%i%JWy;HKj2B@UHip;NQ|J
zQTtn~|8gyLEdJolmBZk4LO?8uLsO28%|>X9{(f1{Eu?l!A-X?I>bwW=d&m0ZBL349
zybc~^LB<LEq{||3*j;E5dnqLq_2&ukRlMG(0%iptaN<g20VvVTzAPV0n{`=EOk0Sw
z*<=fM)y#o*$#e9`$W2|t1@CM)O&}Axb-$2wR?>ay>#2W8_p=wu<Qtg=iA8S^BpY4P
z@iMz+#Ekw9`Wh8$gwL4CtNhFJn1p2!YsE?c1ebZo0n7Mg`1N-_;ieNZ;G5G4lxhCp
zURXB|^OwMkbSm6}m$6{vR?zF3*-m~}jJElB`hE0{GLxKAa%hL}J{3(IqpWTkC`Q+^
z**p$LXZ3wPiUZNs$he~!E%7!SFf>uG3sSI_F{-Z+d~nQ7WN?tuSn=Ru*+*h6+hC@s
zI#AZKxoSFfriXqfCUTe4e$~<ev+~iW_G1<!V=CIWSLY~ISeQR62`Q^`vzbYv|FRZR
zF7>{kF4?tg*_a1<an_YHjuV6b_G+pz4W09EVu1~Vl_C4cIb&m%Z)Z#EDZk*#))?wS
zf?P>uJEe|GdBs`j9^nr07@#dTyMRsX!iyJ#y)JVWz$#a19faKl0F&6lH&o8U@rtK(
z>2~0h8Bzzv%Zp%>%~a6VSKgPsD6U8}K69=|`C)>9>1*<7$V~AV_d`nmyO%o+wUK}p
zivo>Ry_|>bgXfSeh*6+qK+F9ey*>HM-t?bh-2=03Dwe7cTK>UFdH2h8PU@9~77>0L
zrB}On_&-P&-H#H`mfoODTOk^9H!yU9Cpqa^^8+*KvNMf4K@POq$Z;-&$)P6!{V{Iz
z-OwYnS_-^akT`N{(5FvP@oCr_`9qvr?R9~(c>I!6&rOdc^oHMwaXpfSxmT|V!T>sR
zeH)YANue2YWRdWQ$0*>i_)bl6)&^qNO*_AGl;xXBy9XDQRe7v<T^fy!?DU?Pxi=S2
zSy{V{58dmAOe4H@U>Z+v;OrQUaHGOEuTBq-6(S>I(=(lx-Jy@I_@zjG66yz7tsDE|
z62kfs3&34gN;mctnAZOXJ3z$0f<||1t`_;V2Z9(AwDpYIO)@Fztv~Cy<#|$fJw4Jh
zY=Ai8`^U|N)8V(U=KP>9R4*z@*jOaqB2mtQ>RA1=4x9>zgQUA*@M;;RLT9`N<y0K7
zjW=@8>Je*VoJH82?`02FbOK9ndA-#t_8`i0B&W6g_c9I6&I-Bi58))ftelM2;TPY6
z$Du{D5D2HBbPEF1!c>w~$?zE6c-leVQ?sp2afyb^Zr3?V=AH&D9ZtuOdi_F<1H?Ap
zOc_{Og&;njeTX9EgU~NJybkRRQyiB2vNr0c=MSZpitfIaZBA#T(k?>F!H~km!ngP1
zTJK!|7r}JVg;>2ReMOb52a~!uJ`S<?9C$V2KR%Xmq0mApB4o?^kjh^CQDTosU+tqI
z3uWo>73Ig|+lm&t>XIwd$BdJMI(*Z=oK}zU>Sgm`-R3#Ev380yJpH}^#~$5b2#tuU
z*CL`jAs9yb`Q`Ck4*EksMqkLwi;Vo9i_qS^m(KiEN1`b}aOlV=mb4%BF@9V&;%P_n
za&v-^7_HFb&j%_K?vLF9Znb>|@*LT=_2cN>x#h(h+cyIgz%)fL(4&H;qxD(NY`K!0
zw9;)%n`4a$KZS^R@Yf!4>WTmDM!fg8UJm8>XP)F{g=sK0*unmT(NzsV*CN6towKs~
zU^-<^Q45h9V-hrb$-I7jN16J72Tevx;pHEvl;%9b$r9p;tfh>Z8vdib&0!h82s%L=
zYg(x(Th4F_wq!(!n|UjAhfMOGu5Tt&iZDlf%x4SnjH3JWx@-$LhZjZ{G#jm6g|^71
z(0L`;Ut^1&6?KxY?rjdXD3e81R}%85ziPGElr-Xmb+xLhPCoK2*jAKIApzKxM+2M0
zSvNX0CT2aJlhK!{r-tpG0)Es^cB&QiG-V~}XZ7i%Sj<8MUC3~S7>0>DCV>+l7w!tO
zxf8OM=K5X^-7M~PrH1)p<;zMmxmW$9N*w)Y#)Gg?tqQW7V3hhpg%7qhMMoTq!N!ci
z2;%PsOKN#R4X-fT=!In`VFRagco3)#)Qe@5`62mree#zOJY^Bu1KqQM1#uWktkmq;
zqDBQBg4Vt{PP%H6qNGK5ojI))apf-3X??^v5KiA@=NCbj@XDBMGpHY?Ms7xeD>X9q
z@T*>*Qkv9POj<Ag^p!$6)(m?Hl);#wTReg`b%^3eFC{KQ)U_V5EQ9Sxx;R3S#ADf^
zZ~|UljBcl7r{Z6LLUl_CxIVbE7ETR$gH4OAhW+`y)|6-S*cqBbOX`k83Jh0H(U9J-
z#6#cj_EoFg?sxtAm+Ls^JaYqR>RtYKzjLq6gD0Mibv(O>O~ND3ie9S2!Wnh^@D<QW
z^KWDxU8kk8PM}lCRko+&cEdB(dh$|8qlmnTFPTQao^%s(#;)jhse-H(#Ylin$pa9K
zTy>g!M+uF(C@+u6^1-Q5N(UC^_7Z=lC0LP#lt~8dIMupCFuw&`r1K32A2n7^(2{u-
z+#<?8fvDB)27)FfvOx2y0Fbld6}5&>Osdq`Km+fsnlonTVkjLp#43HRJCoE+^(0ft
zx34apL*8YZ8a>IuQnvKu#&Z1L14^nDyHqwNU7ybuA3GJxKq{JWAi~2#{Q}#;&WlHH
z-3wsko7O3(#5y6lCL=-DL^+rtCuay5k(-;IS&*U+(DBhDe=OXt9?0E$&(Asb>z}&g
z28}zqT)XRZd21rCE+8xA{XT<B+&<v)@i%}=(rYd1at<`bQdIl)l*K(A8{kW8Y_$7$
zfLg6d^_7gi3K^HcdqkZvcPUA9`>ql^Jhp|}BlOt1HbY~{ITQv4=j)i=8Z&GBWBO(O
zK_iR*i!Mu12-H9}mHO<$n`-WYY7L}Gz6}FpZK+F<)3`P(FLT5xw-IgOM!B&1j{G9t
z&#7;1+Btw}?5{XswjU}_qiv$OVH$g`3}AN_mO;qVJ`q7@0~IW_h}fWWA=eI}%^4<<
zf3n$0v;ySM3vg(>H??o5Hh^CP*d_HzSG(7)@KyrFUDrjd#zp8*uuASRJ113UI7|Fy
zK|Ri}BZE&*_cJXu)=1YhS*wHfJifLmmU>A~@vW1_R6efRVolZHenH_Ne-7)4*Y@gK
z{&O8Ke(#kV00Qc;NCUW36)Cb4ha^U#pBD!bqi+C$R`ZMpjm1Ke%5Nzl%9zaCZDM`a
zd#YD=IC|4~z`wd+lXy;owdULTv`F1AwG@GFk}WqwJgf-o$QC0Ml-?Z7cjWIdW&sZ(
zr8?f=)M$@!dIE+ksVQpHR^tv;?#HlyT^ri;K^XB+u4iM!Ng2(l5}tB!P+d4V9lOG-
zpDd2CC)45}<T}fD`wOlouRr2t+BPk&1U#WAqd=g77?x-tgCE=xTp{<}oV^ijr7K?{
zeCS)R<bV~-HB)UZwN}N?byD7hiI!|skz8iUET|gp>>C7vwA!p;4G!bTxjdeKm{;Zk
z`S4J~>Feu`Z&iNYfuG2QIG&(>o}v;KsEVi)aj<=tcefgMh<J5T7oM`TRb@X@a9ny6
z`Nw~&D^^<R;x}OUm|g`3sI#)NQJNA!JJF14&Ok`x6G0J;?CuMa(6k@aP3NV}#8*jb
z1~R1L*NAiJsIrYOE4yvYeaMGHI=42LZ|&5>x!-P}hSOd%*w-UN6tnc;E@0u%`PlM=
zTiOLE_S8p`Kh-SZItx|ceb*kv)W7-d$VHgns_{Nsn(*fp_7zH;3-Z@%Duyw(7k_D|
znOlj(TU$DZouT;v;*5Dnal~t;JQTYeONs2eX_5zI4(k5AHSe_(SMZc=8}6dv0(jE4
z_|VKdl>OD%n858qy&g}Hyt7dh<QYo3q|beds8@=5wzBo}LyQ6LPl^c#TX7nSm`#bF
zk&}!)DGW3Q*!uaWq}{Uq$j1`#c2=Tren@8`-a-`^H){+UoWxu<9v=j2_}XyjmI#@J
z-<-b_+kI<HmhQwh`5uYSYngdUn|{v_vTROqOQ?E3+&8S+)yu$eQx#xzcy?g5t&%eS
z3jZQ!HkL>o%v4tIc`p-Uv(nd-b%fC%Iq6FirG?FuSq5uvu$Gu(BN!t9sHw_KTAW^R
zwM(G%CvM7@(%U7S85mU{7S0*paa{>g*>BcPC}Bis=)ZHj&NmF7m3lQFF^9f(^@ez2
zO7Mgoc$fk?uJQthC2!I$tNh(ubR2Az9Tm7g^nzq_15}__0%ni-P}+0S*ufyby&>1D
ztZ4Z-24u&GOL2;_BF+X~$~jis7QxQF9a~WH!|hbv(1H5qH0>m{sV1wHIkyHkr;C0`
zs*<8DAH}9in8H>Uny)?vqph<$${`r7r_snaiz#Ef_m^{DIeERlyQQYc;;FEuACX<A
zUbY0)CXD{^Jhq1pS2uQ*cA90<W}Y!$#Hh7(@7O(*w$w&3BiK|7%deNgz>{8z;5x-o
zu6cYAZcxX6abAc@|4ge1oof%r&F()@hAOp{n4n^rYOsHLl1o1cmrfAEiWLr6B@R#x
zgSSe<-VY`-DFRPQAAPnTcU6#HLKeT#jfj{X73toviptAXM2(RB&j0JCSj?fE*>#+f
zW`r2-I;a_?%3e(bQEU0C%@qk+EN6;Mm+9B&1ul>ibr9@3B5Un8Xr$m}x<c5W!uaPS
zeWc!2kq7Gx0T)qvz8h7|I&R0Nn7kVAzOQU`HfZx8N?@qtad79(a8gMA!`4!BRW0iF
z<{>0ojdSRDdWs7ILxO!xk}$z~sk#EsPInnQ)I(((NyCf3T|?fcNk}d`6jH)!e<eql
zO$82$PvYkbe9ufo7&jKz?ueeL6Edc+npx<d8P|b2Sz^a9CGY&GN;txYAqq-+T|t+A
zFb&<sHC^gkJX$I7m#Ws?<~S-uE_{7z@k<N7RGL{8q9suReOVCWXPooAW2Jxe%Z(g|
zu~7isX3g4xP#f?J+nJt&fdO^Mg(B406e#z0pP{JXsA7xERL_C!gch?|D2PffK~4n`
zxm@_T;@_^f#L#|FiodXRj>u>zTOyfMhXd>7-ji1qp%GASfJHAKTN_^0(1kcVa4-nC
zy6HWxKOfB_DDK-lH4P{c6pD<YiuCRlws=)4DG>f$S;3xe%_@i#7B1Jo19`s>Kfgu)
z1-1JE$-ni0rw{6_J{ESTimrNCiW$&S^;nZ<Vky9QVU8P_Y78&@1$~LeYMjOR(D$;E
z7U%v~IQC1z3j(&#rk*gr*s;jsLXBk%3p{0sj|@O5Nz)64L%I(a5h<l33Z|l=2ZkEH
zi-<T5R!cUfI3FXOO^G-#uUY<f=F!p14-9vbznSJ{N%e#DZtF+JeoeSYJSjn3x;aWB
zNcP+6C11iAsn2HFP9SSGvJ4XX#>An?LP0~*rjDF#(fxsfQifWr=?|wf3)S$&cqy1(
zJbxLaM{CgK5fc>97XH@87$hG{iPF8e-(u$W{k2cGe(!QmYB;11pkTu=1k4@h=_u@B
z4z`0|WXuc%I33mvPga-4!eGmatoU827t^bkjtYj;(jGRqNh`zTAsX`JxY->5uH>m^
z*ww_0sfR?z8<%ldFD5@}vxHMOB;<v61C51-JI0&O)8Zp9I!}q_tYQjD0VIj<%Lo}e
zwxw;io$+Oxy*&J?7<T<`N0fi`?`@`i^wEdEoD4k_uzFvPcG81`dDy>+4b;=DrWEM?
z{!%f@k6R~u`hvCJW=!cQoeRLujoZ{_4gnQlLpz4r7zGV2Qc@F&p*pUpKO;{3Qa-H+
zoVljP1^Li!txG+`9l<mhB^2uJ<!X6VkugTV=Ed>!N3ep|417b|JI0tZ-T^YvJ`y_`
z)SOH@{`PSJ;ntnU8jaJQRM+TZt{o3Aubn`JAyk7VT6)YL)y4vAp$G?YL&Pqoq@9pq
zI7*0KMRh6hdrh<|P3d|gjT%mDVVc<L>K7^_|9E7lm88OGo(uQ^?&1_+9IisJ9KWU+
znqI_YcJg><Nz7%Gi?O+e(QNMXb$8fhePf7~CS`ztIse`+@f%f!!fc3V<ox8Y(9*7f
z)tL~C8o*T~tm}!4c~Y&5PD56KY@5~jYRcdncCCmLj$TbF&dyR*26UAL2HeXE@z2>r
z<bg+0w6$w*tE39=8tBqR*mK1{uwCbsNj+@HCH-pfF#`;y4ob#`XEf{?N>QcwA83TQ
zwi?qCt<6eAydPb9O<rTkBrN#R>f`(rj`ixjWZ-d?2ECOILoOepHG@D-NxBk~>zpo8
z`yoVkgO<hJt0SC?(<Vm#I)-Dj)CbQ$K?MoU#Ou8qQt{}PMWiUQn$KM{5^;R>IhBU6
zD<H5wHd*C^M9IH5wgX2iUQS2apvRMhjBS|oJnqH-0lXyc<c(kZEos`N?D0gCXzNC>
zw<~9j`WiI0=ILJo@i3dhKyTJql<5X5JkwKZq+to92(w5vyK3xY)Rv5TUo76cNjYif
z9N{(GQic*~elJv_821Z*8^Ba-ksOsyhQ*m{ikQv;d53gMM;Lg-Pp3dlM!3E)P^c7`
z>1%FwHm(b6H4z85y`VZmV#W2FusEl_6HBotBmccP@rG}8(Nvd$CI@D>X#0={XBNy-
zed`VI)MNjGBO?`hQWe%ycSi4!QSZ5KH_g7)opgS-<<@Ura)c9XtE}5#aUF*Nkjb`N
z^StaU>n_roO^>!9Ms$}pW%{sDhO!zBL}XNCvj1fR#?L5Rf9^&47NcQnfB~`Z<};hf
zkYGtYqgB=C@k~x-|3WFQAhjkeD|wf7c~X>#zlReYr95e>cLyUcfVQ1`w_@TET{?K`
z*2rr0Nb!x9I!W~&xd@r7-u*aSVb%kE=$ws5ibRb<^5_{2PwVTPemN@Nv%2v2KT!Ab
zU0zPhS>?YIUag*B3W((Ub6G3(zX==Qj{9*Q<u1-2pY;jj#s8RJkJS((uavW)mf1oI
z2@>P_(>9bpb@Zq+F+qHcMFu{m3#GKqK8h7!&$J6O@*5D3>SRFcP#mrvDr>zZ^-;>Z
zw)ox5)}eV2$E4J6iE8N0ox;GaFy}UZo{V%;gE5C?V4TdNWIqjiBFGTuHqFoR%lc#@
zCOE~I%EbysXFfcB2-U6qF!%Z0;Q9wTo1eytLF-GDdf=?3N7zhrKCG-6Fi7`QF3&_?
zJYOnJ(oI<wLCo%3(}h_~!gco~M@+D>{I|{SOj$r}cT_hIj*4c1TlxV%s_n}n5p3B+
zo>_{gaKp^atGp)eJ3{_+TEl?-SKf)VIHGX*Kj*olxKUoBFHL!J1M5OJ&ru58w6o=*
zi{C@;E$Cq)@L1kP_~iXK?kL>c*SU0C55!eN)=L<WoMG*V)G{)ch4Oj6UDFUf%1G4u
zL9PEz42~c^K=d|ywk(AtO}Zi~idN@j=SEWIirR*TqFk~&DZu70S?CubwTL$I!v?V)
zq|Fh<|B0sX#@m7ApmiBVs2jB>#JsmJ6Ah+1>Q<h|Y7kX__q(2});ru~!zYCd53Gip
zeAig%aV>q2&A%vHJ>166t17cA_<_GLrc!aLJ9iU`w~|(`YOhp&BK;4{Hsb=PZjYE^
z_p4I$XqX?FeAaYXFjW##UWD$0CbDLBX~BU*ACE>a0M<18+X#;Q{Z*BGAD=b@{SG`Z
zYD)#z#8X>z>x%umhYU68(6T2*GDm4o3#!mLNBV}0tT^IJg&)$}u8jIuuR}{oOAQiw
z#X~04AayNhKmF~J*9offBE|+gRTy9KoFgm*1k}*f<R8Q`m*28%;+_xYFRmlX>UgzI
z+P>AyvJLo&a&xSLn8kTg{LxFNLwQz>;aO-UFJ1lCFJ{xDQ>0FDOfHuqNSRceM;UdY
zhOG2Re=jpf`5l=^L?&b*|G;q_DaBoG7GUF#O+y|AH1~JHiSj@T)O@B3ILDtQ{2eCZ
z*;Fwa#}<0vhhe+L#8cLY7~gp_hgVCipWD4hjl>aA@@)pmrM&a_TG4l;iPxvu+ggXS
zjRvcH8qFQ8hkW?iW)!X+@dYgW7WnQ>A<`2>C#w<;S3@Qx!Wb?pEbEQyGfOtru3ALV
zIb(K$KP;}8Amm@|SGNoUD=lm)cUkB2iyNS&E*vYmt9}vM%)P3vTb=7mpjyQcz3g4W
zHJR_kOJ6c(ZeBs0scNvpYt`%#6ut2KH=TKAAH>93`x8W8rrT_hzYAnI+kk$UkIft5
z$s*-MON0C5Itv*!dw$Z{9DkPLEbib-ELt%h{j#+hTDY~R8SKjT3!&I)6KxT1MO4m`
zvxO69T{l_3n3pF!a&Et#u$Bc>hS;z)&z*F6GbPIKkQ)8oP1vuYOpu+aK71FrsGN)w
zu{|5gaN(RXyA$js=%Nqzp2v}DEq=}qe5ed0^K11N^5F4UQ)9B^rr~*IWrnq_U-h^0
zHx`iTm^U2&xLAVI#WNFLyoM8uE;<`&!fen4p*Bcj1AfmUk!g$*CvAGy%Yj{%^#^|J
zreJ|Db3C+()Cxax+ksf%Emfr-Q0m*;ZOiS_a3BNH$}t!1X5pn;8FuOFCNySVNlOdG
zI;b5Qmt5*w&dh!1?oqrc`3m47V2zHa&*dxchcWoysdJKQ)T?0u>abp|2iu-}Lx;O_
zhrd(JL_5-ucN$(ejKaRaDLedpCPKUa=8YoPR$Tt#*CuzgwF3KM7(g;@&QJq+s8p|P
zU7VmiX%MIEc0JK{To01d>;prL>3{CuU~`%17|~v3&nClcsvox_%c_C@!^h3$TS{2k
z%(Y+UT#n~1ogS&>2j;`%g|7-`8WXyW*+a=<)5E9tQZ%c2$tf-1PIlf!h<e!9&;(KQ
z>Nj4LA|yezQc3JrbdL2Y(kJJbEN{t)A&t@Wfm&mdPGlq6By?oC`kPm|mzV|u8~wrP
zs-MRn`wjMYbR35YSC}Oj;{CqC7LXM)Vr5cng<Ur9%bkqiEpuoFyU%VL`rCsQ@U)Sm
z{uI{6*{#>c2Bj0I&*r{)N}~iBN$#+ox0<Gt=ScP18B*lA9aGz^L*{DKa?=8}3XZ5C
zy9Gtu-u;+M{IP&UBL7ZRx(V=|es0&idrUxDx$DnjEYE<{(GPTyA#0RSregNvVFyF^
z`NTM`C{-2&DiWg%?z+6?&_x&~7={6qWB;f=LRH*ZJGrTR7W8)P1`m!yN35eI#oz(s
zwkL3b_{XopdZ?ynUHW+CSp~-1M)W5-WvMP-lC7&)cpDB}BZ}J0+!38K<vA)h1Isy+
zL(X1*hm4vw{4f9bPlunQnJ|8hBuZ-T>}&_zLxlE`^lp?yUN=7oLy%SOIYYjH8c7zi
zpy5grP*f9Ig26?&JBOjFoMrrJ&XaHeK#ApPjKGFw9|!q3z^Yvppk*p|m*MDO$?%tA
z2=9iAwNrEJppwHjB-;X28BmIm=b<sHPmzbWRb+oivn7!(AyA1!ZPBdd%#lXh6jd=8
zxO*|4wChTEDx-raZdUz}w8S^W*A<F17K0{h?k;ET8XeH!H(g=LpJg0&>EdPR@^fWL
z%w$MHkKC6?J!-qmJ7fkix1>9vQvh2W7u+VHD5lR;Zg?iY1X;(*85atb!q+NLH>=a4
zhJ{>ZFYRW7W;Gg(!A8OcFGyrgzx47&V7yb?*}{HqS2k!1^tBz3Ynhq$#)f5Bq?hdr
zG2~|4)ZHLQ<=)66cc(7!7I{m@G#o{Gc{u`mhooA5Ud{?rWaXFS-}~vf7j`_oh)WH*
zC~?rv;`;Rh-Cw$@^>?+P6dF>v?Z<buwM~(Rub%vC$WIwHKjR$ye`#(z)OH_q-HYAf
z4?f&ruLc6AUTnwnvJKUrd{Rc?l0I(C4Etz6rFNHm_s;7DNxF9GUMgl)r}*B$WE%$%
z64DKtE~^}x1gZARL=xbscg+F)W8a2y&(HDezl(S4F$L+dJl)(@Ur<X={OWqSQxEUF
zmt<wg1S6xwa5Xtp<~qNVv9vkO)-_?~sf4hCQ)UeixQ2;S{4&=v5Eb)s3reh?1mi5}
zT3IP(($x0(zT`b7zY|D-qLb?haRq2Ij>#T5(07SN9C-79#Ee|u;T_rCxEIG3gT(*Z
zY>y9NT<AfCGZAV#qdi66E-|CLZ(9}}o)vt{r_`Ro;MJJ_r#F<V*AA{OVYnlhfxjQ`
zDhC|eCiH@3-Q2cIycn}1Aal>vEu`q^yLamz{KCMq#S|COtWtHmsi~y6vKMcMy0RT!
zmV(bqSO2o{K^F=JODgE4wwb1UC7?R(<agv*8(Tp_;vmW^{%=x95DfxIbf<;yj=2|(
zj?e-HP+U=T>hrBpZL`cxd%hQB4pK7130z4+;O2^I<gm)Ny1m3U1!5@ajD+ZPegNqn
z=zih3avOUf8r*eyj5T9upoMBNqz)6rs$&QAsd@by<+rrnruCb3k_Z&OJ!eXc?&`0E
z*HV14Xf}Ul(j0w<K};qi`-tkSo=_<mhHp=@&$0@_)6|yvxT78BMI6@L*yxzDTJS9p
zzzkm;I6MiOC=LlrKi>|gs28_Rn^qkOkHq#w*T@CouZR$MkaiknAZjeFecH=cC%E5{
znt$@+d5&_HAbanv#&4%qGm%5g&b$?O`yD8V(&lh6uNCt*6=^?>-)!o*v!F&|96#!f
zptvwxeZR6CjZAJln~rd_z_QKET#d^gkTo<xV(6TMB8VTG>%CJcr`Ehx+5JtPLd#-J
zQmaYqkcaQq>l8Bb)5HG|W^X}g#-d2EB8}n}I$=19-#vShlyie&6!T1OZv3UIL7BxG
zHu2S(TKI(s7TQ8${BYRr&EIQp#{kn`5;#^|Iia!F7ZQ^_F_6F%G;_#6++kW&jlSlg
z*};|%r+92im&GZSB>krwFz=x)IIJ7a<rSzyW7=+-{N$?GNQdBae35Y+TiLVA=F6G5
zuC0-V6ESxZ6Ulf>>PeY|QpoivFxr8-CCG>#)F&U>17G(YJOcFk@$g1AK%tr-XaLW$
z&ZQp!cX-8VmsKM+471pP)$jQD2wE&r#!zI_^JTokMauQ{K-}<J?2f^S>S_#t8KMJb
z>9kL*IGDb;j<`23TtXk&&CR$azvSxXtn!=Ofy4b*g(hQd1&r01TyF_9`>3s=S0yMs
zCrc4re2AD@O$m7aNhlePZ;nW#Pwe$OTZ3J?dDB$x>NE0M-qv?$Z&~Oi&NdecM}w{B
zEd*4Hhl&H~WGs|nIsNo?!qA)OF53XFo_gaLz~<%sh$ciy)bSq&cz8jL<md%^U*3a}
z9514uzjWh(8ldf5U4*64KBK>Syjf&t2sZoSYR4+}d+4lLD%Um^KW>A39nU?}s!7`I
zSytG?yvZwEvjYN7X(>Wk=Rx0USA>c$_rG36Bg3T&ta=-e9ECvOMW;j6?6^tby4S6|
zdkB(2_;k^T(VHT|v#E?aU4F?r;}F)HHY5P-g6ClL%tS1OEXch-D+=Te%%cnfE|gfe
zPu5&NdR?XOSRrS9R2I8%lcI3P<t(qZsiS%4)Cf9zT+z8V>#~cr`HfkHtgPl1z##RD
z;|s?-j=dCKiBiOXon#j#ufYRxwbJl;Wfpq`{NT?<In<_-rufUFdyjfNgVk3jKXiaG
zahD|4SU>Tu=pVjRdcLyZSJS`ia%tfZ6-E;#UG$J>4M1DVuBnkd!q_29!&beXgNW2=
ztawp1q_<fD-2gcTCd%uUI-PGa%zPAlG3h$fO5QTww~PQnHivi>x+LB7rV*26ZXOcf
zP9<x4>!`#FI)BoOS~@*52@aZxkFy<t-$6p~{t-v`FWko(lLXVoA`d)8DSVNWeTzaW
z3;Gr5@N)rMvAhC~>U7D<c*fg@mW6U#m5yxj@L;yN=5;<_AlR84ih3=WXoZFo3t@Zf
zRr+an^|}jsIe|#qS@uuiy-}b@JwPNK$*{&%`{Wf4qZlKas^zhc)LlBWv#lSaDs9%a
z*G2Oqtxx!@sk2SJXc^z>N=8+NyxY6P4&_#On=XSjoWE*i$EF&bdf^4B_Y9gRV$pmN
zRsqvjJ8v`;4WOj$RCZ;SjyNoHu;~$oF9|<1Z(Fwv^Es$4>&HxSYw2|~Aew%nWw(k~
zV0Iw?1sRp)QB<Xa9siK(ol|k7wGg^`KRnx+mkt%c`u0HddnBViVn89nyT>oefwStt
zcVI<OhGtMmrhV)VwV_auc)VkhcH1m17g$Uj`fBm#6#JpDr4w7mU1d-N`AYr>dTAcL
z*OQGsh|7NBIO_!>*SW<0v1OlJHSnPzy%iKAJ2O&_`7HYAlxsO`5?v{BBfl4b-fvWF
zWntj|oNG;y%|m$IzH8#(di;R>^c6$z>Svy1rVGfgDlBb5bT{9r%)T7cC*IDOtl}fH
z#Ao*Kbhbz0RZ&hRkYS7U!SXF3<w_DnPm}aq62f?xQ<{#S7d6~|aL(@Q;+_|Az2&!%
z@AB1;Y<34mbdz-|lN{<V!f4kQl?Kl*Hi=HR0V2s#JrVKE-w<1lwZ`W<7SxJcp1Rwm
zQW(x)yFIusIDaG}Bd=T~(Ow4DA$@;k3Z`+ZE?Cfgx|bwj^@XIzy+mDMo<iwB43W92
z!+!uew~g_G!Ds^ZLVFGbP{*4a3EMf8et@boe)&_Xl7{b{o*AwY!@W_;QdoO0nlKPK
z`M>5S0zH2!F6Vtv6Qh&Ce7hGn{%CAL2q`0|M9l3kl45GPlD8z?X=$&O<<>;rvPQrr
z|56myD$-=csc-<n4PxGDa)j$`3J-Z`4q$F%2cj(L1FIPJ7}km>Gv4aK(Njx{-5A7-
z@1CWzZW%hmhaH-QT7F4Bj;~U5Vbj#;Rrb-6GyjZpkvr7~M4QK7Q2Fv&bsim4cA$M6
zZzsd8XPBk5x0V^qPZ~j^!$Ac{4ad>5C38~Q9ht9-q&ju|aadvh1yjoSbLe9D=)6Lq
zBsiR2>)Fh;yU|t0b`j1-eP0!<I<raU40A*0DBCCuqlbXOvI-%Yw(Qj3iEkA7btA%r
zWb`p7Ni`G!%=aB9(JW;@38up9C(}tABl^1{WEzG#ir>2dLCkbj+VN5OF?A25=<TH2
zkL{QZck5SbL+^K4TWtZiMh+7?p=US30^A*l)Mf_a=bpV59IxYXB~!{=2`ryRy?cOI
zipzRcgzJXPt=H!PIJXBV^d85bDuMLE2A5v&m$(%(nW<DEljG0SJE<io*mdWFY^<mJ
zXjWclci>`01eHJf5mI<>_uRTPa=2qF*{#2OcWZK<d`l&WPc{%@G>kT%l%y&gSK?D^
z6DLshwb2Rfm{ZvvosjLl714z<9?I)y(Z|j-AZCS`tN3=bwqkL6%mY<F<|(`yVbk9f
zmaMT*4B2OYau<$ODf2wwHLdEmm;g(xj(2>Kq@*SDb-Acy)}P2t{`0zTF!8abbNh8E
z6b}KlMF%95M*Kgj1(a5)T7PXZ-6tKYMPtzt_2@<ZIS-s`J}#UJh@Zv>FFPmuVa*VL
z&><R0hsg^z+q@_KL(z!R9a~IFNnUbZ%6yFcMjKPCn}up>-QV2HyNSj18>$?Pe3bvb
z0)8yB$<xeAp?;b_hnJ|k4wc;*DHfstt6<JHpSkg~(@t9QSjB~6&GsKKd6N4V&)Mbu
zR=R3hm0GW?*EWr2PrbdIl?+YRiW?jkEx7G%PQ%I#N{LJjmMh6!4NvEr!0N7kR9Fbo
z%y2!ZCMeJ!WzlME!sbGhPgvh>%FdyuIwUf>XxVN!64)Sru3LdvW@r8K^@Xo|ok6P=
z_kfm^QPA|$m;+C!&WGntvY%FjkO5M963~|A)bZd8$qIOqzMhE1#%QPdGs5mI{wWf}
zm7;ehc<Y1DH@P($C0ft7-CS68O(^^t^bYi##hFUh!f*7v%qcf|0#RshLg$8%@&?w2
z4G6W?#VW+IB4UM#6tZEqm?V%1Nu(DLi^sqk^R0=<CpC{<v?jDaXiMV*r=scF{AO~}
zTTb|YOSF(Y#%6ZQNh&B=fs}N{%55)TZhsy4XzbTQvBKYqZRZWzpm<GA)Lf)a1V<7&
z))QjA+z_Upcltd@G_pGgYc9GgpQdp0CM16J#kw$&ZfY|->me9~kHMQu?rgRv?&;k`
z75xK(QSc+!gDiq*UX+uda+dGN+goxo5q!h!5Y*v)f&ji>Hap^1)bQS3DboV#uS30-
zVuy0t*ET++f+As#qpTe2eEbVGPq$-vTWe-inMl}cH&x}I%-w5PiUXBjUqUju3VAyW
zrZ&B*pHi_6<~0J@dqL_av_}Bc#X|#adXHNSQJQN}PK|0JUksbMLeugQN#Z8!+^jD&
z^U#3jd{)J~iw3jP8j87WsCR!zl9p7f!pOdcR1}+BM<v82GdJIbQF$o+8cMTbAYQrA
z{q<hSD1|CnXgey+6DkfYWTkUsu!TvEksa%p;->S1#35DXdze)Yu3b2aNh{3y>wvyf
zKO9R*G|>Bam=fV4_B~d^Z9BXz;W7C}EEWdr$K^zcmxsjjGl-rdrXOlv>EoPT5-f8q
z8^=MZUO=m#fJs&%xSY<IRsK$CyX{tJ1c}SV81R_>V|kehBRY$@I{toZ>u1H#`&cr?
z_~zx9o?mvj3*%cOoAFYA^HRN#r*N1xVECv6#OX`Hg-GObF+Rp@V4SELQ<K}Aj`BE{
zrpQR$8K#W#i<lQ^ShtvAqAGSKeF)&^w1)Ko%a=kB+^Ef}G5Pc$qqHEEAHXknE<FwJ
z>w9*mZOnPH5>QBU7KM(zaW_ZO>7X$8e6&Zh7pfO{s^k}lgHJMf8G-FPhIZXfaj$%W
zD~Ka=bouXvh2gOi-+pOTWX+6wY~S4`{l@V8nT^Hhx#l!?A-r^@FC9awe1Q;BUE|Xw
zb#mg;`MSFZnonB8GRaGb+no>>p-$9%8LY}}gFs8XZtFQ}45ZdGW{}>D6N#^9xC6}?
zL$-}nXs{seahdVc7@T0?;Be7L#Vikvu&@s|K85PMr51!_TEqO&(-}(Rt1T7mG@^ha
zKx>|l^Bv;%$++Y45w;jqA@Wwb|2<_J<*Ye&w=ooqM>is>4*e4Ll<$K4MXBh{>BrVo
zo8}cdj~0|S0SSh!+v5%TSt;W2cev+q>g84U*ArvEX)SDh35-;B$ux9<C~}$9975JM
zs)x~KRWDI5!qYJA-!u~-tac~g?=X_mlFO2ah)DD<@^%OVAVL(YlE5KqpOf_YR=-E`
zA{#<2ku&o#%?!%;qG6t}KVu)^;Sw&bjln5wIVeMZHCS$i3~fZg-T{4k9b~7&ZvFBd
z>6gVh0~e<h<g_1a@5d~!$DSlj@O*!Lz6oHco=}Y<ZF3C**jJEpw6{=*^3*&NRv*~l
z^aDTKpe|nZ(c-E|o{GCnP**OZhISzw_D$h8W++@#EY0|~;eL6gYBX|g0X=P1DBufM
zT9ZE_n!W|g?b?Vdv^)?EZ+-1{Xo&AZBl)3%`))S9oaB)g-CTLA=-fo5>;sGX%TI;o
zUR`nm8M+%Zc&W&8NIO9?dDvl(5?@?6BfKSbY93=U_lulyqNc^hqvL%1<clF(Eo<9{
zdzRa;Wef){y{V2HX2jnS9NLY^EPI4jbVAmb?561K5*(YW9DuNWpw~r3vR@RAt<*q>
zgV4pov4mpYD7}>k9IXLi-}XLe%k~?PUER{oSB|tQPdM=$IDPps^?Cg>@eK@OQZu!=
zA#g&v*g`ss9!0s~^!M(~0LqAs%;P;Gu?hBc$+Kk>h%+Z81B+rh=Ap<Vj=hnKiK*5Y
zm<RaR&~rJzD)bvA2Q}hpoW9|>t$svI?mF=a<Zz?qmbyB2(ly)_78gI&1EnZbv?XEi
zF~Yt``$uOvZ@G7o6@P!rLu&ao>6hF1C&LgnyS=7^-xxUzh8lj<-E$%~UkTgI>PwAD
zcGr^Wtdb8c>fzvz;>wo&U?;G8oXk=i-GL+~17B#e^%e*A3D7VQ3P(A~J@IL}v~bq+
zKx5-=+@a_5MJiIq9-;O!aMy|OWnXHhtlGo4M~HL^qr_3o&SJ+<^l?GhhMOOU-4KCQ
zvP$vK0xM1%gKgf`xe0M_4L6shLklGNI{r6fo4ft+0)oHlIQOQ{>(K`7W29mtCr1;e
zD;zjG57Q6*S_QRC*Y{F$+9gN#>y($SO$+4rez{I{YpY8ebz?hlutDhB^n4(0HZ3Oe
zQCn{D&(c$a4T|GOa3L7(cwD=ZrBUL66wA*2+=AJhpzN<_p2GenBY&+&!=W#6JTUnb
zu}WkkNbu+<ZzQ6*gNgiuMf>Wqi~H<0JPHeGCT>{Ta^{b}UYk|D251BEy}A~C^Q6cV
zn<jlFG`v-tCf(3isebUES_Fl!`B5IWRIt~$o%==3jf|RzceLasb1t=#!6?LNB+<71
zJS$|l=Ap2*uob=x-wC~y^h%g+LS<<NY@x#RB*z3#qJ{clHB_NoEv|mF)NH5#J5x3V
z3SykIUGVn4&nHABOHIENuLsY3Bdx{vrpn%5w2~M>|Nb~~sznnoCRe?*0J;~Bb@Z6o
z;lV5TYHikOPQ;_gKz^$Jlz`dT-AN8Uf=@)B&YB7GcqWy!+8+=p@WGr&6`e6Ke48PD
z5gIv|Oy0oc%gK?9Lm1lV{yg-$*e=i(lqDmf*gerZT{WeX?*7Vt>l8U%L!Ey3(xe?k
zF`JRJ^5v`gyRy<p2Sau+2I9=*<QD-_(qEXNpi~rSdf;PveQBW|*)xB>je769bc)!I
zDV44}vAZSPrZ{@!4e@!j3-~zUPgc=fR71?_O*v<I)LUJI5@6LTS&z+W%_sHX3;jvP
zggR?3{}R_|o=t>(YrckVLFNnT+Y$~x*hY~>1?uBzxfP~TlA8uK!Kzz{j_w27TRAbC
zAcUU6&m8$@z~ydD!7u0u?bc9<1FJFmaDps;a%O-U9DdBefj%MJ1x;g+TVRMfJdjyp
z>zx=17%M~k2Hi}pXX*A03)*oeQanJ4AGhVL4SaOsT;aUaHmNPWg72{?M@vEH_x&}q
zS9?80k0X4+iMOZTkSi@1jl?6zgvVEW)yT5k)K<1~f1kw_n%ws0uQz7vKYOn)SB$4e
zu8H7KoLmhRZ>*rdJrf9Uw-TIPM53w9m@N2B4EDSZPG-6H6tprh#b($DTsC6!OXY$o
z*pzdITUW{^E*u2%VS8yFxfITkeM6^fm&h5}?+~eaanV?h8yU@LiKv`@*P;i8wOc}k
zHcUo*LHjmpNWmKQv@YC?E)MO(Y(Yp~IJ+t>ld->*wrdy0Vxq}GbM^j930u!bDr)u2
zke(#@d!t?XR=UPqI}N_U=(~T222!S)59K!(+#>L%qGf>=>I^hzqRw3@$p=W$eH8D(
zx~9uB3De7lzTjU|0??%!jt9O^{6xA4$gue%#{k6_LLU=rd>HVGKe5!ft$#XIH0)Li
ztH@*mkE$2<Dg)1+gD}DmMma0Mu6fr)aGcs>7%_6;uQ&8X&a*RfJg;Vw?&!F6HbHP{
zIWg<grmmqsaNp*HEJXNM9;we@Mzqd5HuX%hQFK#9Xm<fyKfcV+Vs5{}9R9@Na!ljJ
zJ=mGPB2y-qATSn)Tz_4$TQ#L`y_Lubc=7R0NtYL`qkHAO4rbT#M_4JV<WbR_cdI|G
z6BK00S|85~IzCH=#d<^!Et7!^J1tla5f@#%j4->(v}n$5!lRh*Wxsx4w12GrE)5lj
zNe$;RftUZBRF<{Fvv!LR^IPB5j*s14jPebQu;TE;FKdSEqORZk4nyWX?Hk7Tl}$?s
z>DXANdQdVjgUwQmt63|->&I-Rg>}KPuZw2ZPI}=={A8GQ{VP#(4)z^4uorlAZsJV`
z1&71Z_}QoIF?If>yhb!VZ@;i`Ql9%udFdn#Q!Q+7bT5JFiJN#|4_N}qHbB!fC^?&X
zc@##J%F*dus|APng~m>l5wh#skgTL`t=5wDI;xJLeNG*I;W=bzaM#Nmq)ZL=?HAG`
zdRJa8!9xT=9KF&*r#QZnGZ|h?oXc3$ygz3DuDqN{^l`(?$Acsr2qLvajeLrwQxcB%
z-1U>RI=OmxrQDjJ{3R~M-_fB#0IAZnB2@9ttl`FgKl?o~r#?G-S{G1|&gv+hm!4p~
zE8os{Llpm-jlb)G9**KgNW~Qkdg0~zyaCFBN=37i8?g%FNBS$jP1N`Y<!m(!ErJ-&
z&QT1l;;KXpDcSpz-%}}-B%Ald&9aJcn;lC^S0-eJb}HM^uQmc+*7>}Uu~5C|-0{m5
zm-Q#ya=%G7480(*sz^}v!NZWi1Ab00D3b)}$Ge7~Y6-!A_yuIP?cxe7Ct51u&?cvK
ze<%(Yoz%~bpfAskgd$tW`RURuwwCtTCFvuG5qk;6QSFpV`%mI2UB|+rj5LCfic>25
z054lHC$$gU8oUsAyiHFO{7x}AtFzkJ9gJOqk2ufxUC`v5><>lDl-*P2HBXm9=>!j!
zZUkmv@Gyi)Pm?l1tc1ESBzyKk-|sXStkvWqboZlyZnWn)#p(eiEkUwlW;`^IOk%{T
zpHZj5GauD<bldj)T~MYig<AeAnIbmYn;DjYj%PuS^+OlG2r^+Kj>|Ai>iea9;RFw7
zh%H##eSwQ%fdX9;L6|L7sFMR<E;-M!h<|dz=eu->+{J5DJR1ZWEetR@ppp$Fhyc{U
zSsA2VwBO;+yPEnt6Va<I4*5$zcvp0xo(gL#=Ai4uhqt3iUhMGU@l^3=On!c0G-$1~
z2JdWo55xAB+4$P+g`@bcIH14?bhZkJVt4X`W8s;$BY!Yvg<yQ_-;)MQ`e4A7BJQhm
zLW>Cp3C>v*hZBq1=W5W*l}G5q8n`!fjg7B9z*TKFX3~pLIJPuk#X$X&!#@kf?N@Aw
zOY8Fi^>8Sfut=$&Qr!Rh-F-<`ADNv}BZ4|F2vFOfp%e7Y%PD~*0()a}6Ir>`Tds$Z
zq~Y6K0pZ(aWg_|Ydd!dNoUxts4Q$vem8#PCS^pho;i$qVwS*umekzlgZuoWp({QRB
zRS$ki(Hsn+VLJn~f{vXPvSDg)L2gZ1zYTj8CKXoNh#1Q*>~*6oKq<)Jo`<GJ%<Xe=
z{iZ^8GV>>j=nlo-Tq%rCr=Tml2&lEZO%Px{ZkxDHgQ^Zaa~A%-G7s24i_|{BcRq0X
zq8f%MwySor{L1&Fq%>NSI<;}|<#0Y7{5{WC<e-t+i?U=@PxTy!$s7UWp}XmN24e69
z({ts=Xq>?yY65Eyzmwnd!UFBmcHk}=0^MD!^3Mzb2&xug89F^&)p#^p7zVx?!?VGe
z4&`cmYOrw~_FA++0F#fOQd<s^fmSj89RotNMf-VR){Y~`z4;%LbBIDT3fNAQUH8Ie
zY%6lK6z$1s3?xkF<Vs}H*gzQ)6`#AD<HM~17T`9cC=_QozIBQmwKh&zEAo(tYDaHO
zL}YD&;X<(T)8>20clK@7%}mAY!#Ha}S`2@zP%N6mX}4a(a4NkWIVw_%;J&dzl?Dlz
z#|5*DrFii&vF=glx*Fsbo=Q&pEH3fF(6ufJyXrvN{0F!NvD>1<JX@4Q0x1w>uh$Eu
z7b3oabc*yG=5+DrdIdtHEV*wc_4Ug{lqMeCgXtXxt{`^g2|JUjv;Fg-^;f5on@6l6
zAYYlSr$&jB@*lEN1DsDI6ym|l{dvVic;XDz+KQNCAb>9Wv$OcO18mE(0~FDB+!7x2
zA-=Xth}YRNl|#@r-4ov9L^ZOfSAU+#7s_LtUA~Qui4jH80s5x^1SB;&XGM}z@80MO
zXsyq-%{oD#4qei7AdvR0M?(~kv4$IH2sCuQ#r76O%Q4D`6>m^rNln5T+%=W7bP1Bg
zMj;=yaOF@mNez8dltr?IJ<0O=ufn7h+-QlO@udOKDAU@~xYJxBB&MuB&fRj6-#xED
z+kWZR^;N8(3Rp$zBlF@Nn(`mI)IX#Dv^$|q!o}iLHDkxot4#)AIe(X#*^;D7xWwsI
zS0X=H%5pxkn_PNX@lgn<Yx+J;9px9ZHtToiS|QKcE<vXdyc`$i!_LQrrf-ETyaXf;
zm`Po?jS-DrBcHiM66x()_J_64ELr~UEMW97_iEJF)ag_5u4X+w_QR=A2qcduuRe-u
z6RC0Oy|&1Jjd>Z(<5Ylq_(#I4eD7%U`~x&^6a2wu_v7+rWkC`nO3ZzSKE}pIXL=>m
zF*^3Nv_s?xZ0OfyxP=Qw{xGT!GO@UZfQ|z={?dNhH8^<2rlA<$Kfu*51y^conOR*M
zBUN=#QVoNk>39{oCtuy}QiJ=uu0e3P@ok+oFWehrPktT=KM@SS*){EEamaK}SGM`G
zgq8_VGKY}ce<52W!Vy(sr^PD}7wZcECEfae0wxXF^5;@*@&79+9<(vLped`qnj|K6
zg=jO@f3g$j&Fy3tI^A4mR4PNCTSdf=wS;Vt9d#QU@E3?a*iXcF{UivH;g~rz_$ue&
z_Il`Us(fq{O_M}#15U|{uixLu`N3&6xp`4n4^?MEELw%mT)|JF<ZuwsIsGhz!LzjJ
z)>}szE5;d+Jtf8JGqmy~3Gf(GHq>0`{=%-}u%*rC-?s}Z`b?7)WnZfFW8!d%O#h&v
zH%G|;d%<N=xkpzxm^-*2S#K+Gh&lN;;yW=NJ;P?giH}F7<_Yvv)$Q5H)<H1%`uUVN
z2}ecHt(8A14&*EMgAQ?^-yW~#+akgK;ebQtpaT^?9XgSLQ-yy%1b7Qrs6V`c1XdUf
z-x}Zm<L5f>cJ)|<La&SDTn@C#y>qfu+s`6*jgN`<%d=8R{|`pImnWsMshui_;yEM6
z>MyRP8I5KH2%UnM$azAIqpI${@<rtdjPGB&165)tfH4h6g0%b3==I4sq8R&nCp$7t
zMo5jCIjG?QkpU|=sS9guTY26l>QXL{dg-p%Uqa&gynDeHM`G$c2wnCwq23XMc(55^
z^17Dp-0lpQzmILRYBA)5x?m8v3m*Z&8l{7!S>`wi(00I$`Krw)A1V4&n~n&apArN{
zrN&6)h|swVZ8g%F7!ka7frvhXn8XXy78b4VM5;JThBB%hwz5$;#WG=oft3uf{vF<K
z6MhpqC0Jlf8Aq$vGcqr9N8tS`NJgwPax7aK%hkKR$>14LfnriX`&)>xpK-M7G<4uJ
zol65{Eh2AUs_*dq0*aAQSX@UOjawU2B?9eIVcay$w3TT-G(GdYz9OvfZoKLYdB28z
zb)=w9mSI^0{dzye45jv~t^P($$~ejSCW_bS&m{nt{jeqVFXC!mo<xh?1j3{pI`$2o
zbXMO6|JwOP`}vLF5jF!<ft*fYJeTf)H;T40zJ=T{2A!!_@oY;kk<w8fH&c<qMoo0L
zlG!dv9+XY2&u`bi@g2ePKh^X(VEysHoOHge5gf2jnT<nHBF~0clpgIf1R^_$Krpld
z7<k7AXnb;$#r|sF2Ol<%eb+lm{doww?V#R^B8g6o*~bLXBUG8rSXlrlc4v3{9p*3j
z(evg{KZ{IcH{(F0U$0)?EpJ37Q$3lvs?rL5z7v-S%D%Bg)uv~++rgPKwF|Z}fW-{t
ze%KRG>;Bl;@-MGKfFseJ9q#;3f%0H7og+|GuE2T;?~CkJUQ7?Q2t801S*G2epM)gg
zFAIr3!`4RPUuTCOadC2UFUy%#@S#H-JU;KaEM>){dMy=OJeQ%R!aaK~B>tU)0?I+c
zcS;&zEJs7)8go6Um)#dpZ#M2cyIU9R_6o~kc<>)!6%9gnQv>M0b&g=L)<kz!SNtET
z)*%G|IP@60)=DLfO7h54LTxIw{9=Q2I)ji^J|dUnC5w&hwZ7()Y|?y6KXL*VUJ79r
zTXS-LbiMSmMAmOg;B;Vm3H>iBg(yE<4a(%ihU9AY2bpfIKKIo;kn~@q)C9%b!l_M!
zQ_G@b$5YBOqk$zR4hl=)dee@<aUao@&fh!eq?4`YO*rHXzSI2$z#IZBY8meQ=xkEl
z?3SlhqtZhb;-sTUu%o?bV%Z*xC=ykaar$?`nR#PV(D`tbLI+&4<w_IP5FR0m7j8e<
z<L);HeFWy>OW&JT5e;FVKR4ehJN9SR)WH#mev+}anLI_lTZTorZ8HP5eR*xL_FO4S
z%Lw(8Gw(L0kpFx>or$&?%XKT&l?=BMTyT-dh0bdL^aKN}ioomPMSP!6Iy6ytm5Lg#
z+4MeTNbivC#1nQ06j^ZW*?v44D=1i5rg4zzay3$4&i^GV9E}!Hw&gKy+~P~J7dI4d
zg#9IosKrSa&EXKLi7amKpnz6X_YtRM)SE=;yDSr~*$WMF67Gt{t&G0H^Sfuo%@S;B
z!lAsx2c{OrLo}>I&y?ZuXdLga@74d>u0`Ri;<Ma@rFeVYe8`dnc6Oa={SA;D>M&uQ
z(Ne(<CAZ!TxtUFgGIpoNskL%|yNoPCxq8(-V4qgan&^^WHRfBg&WL2tp<+45`#OIq
z3*X-Ty+0?5hV5l}N|z>k+@P@kr?HnRjv&IgQUZtyoDe{La{%9tmJ~p8+edf>!I{ME
z>TRSXM#<;)b6tIXNM$E}Vgfs0dx`jD9SFfsE1-kBS@=Jpp6HH=YTm<`r(?n=G@j%}
zh#XX`d*#gR0n$AtBdDNui#Z7XD`{ank986HFnC86Hoy%*v<Coy*=Q%rMCKo>^4KkC
z3U(N+pYe;zEbn@X*q|QqSKJGwI8lg8byr_=><o~Xdkxz_E!ufun3)!SbwEEho0Heo
zC!KM;e<VUh=~^PxC$$4U2VF$qdU6qbUv{IazK9EsfiP1=;McvIL!-*4o@7^?^nq!)
zsVqa=BmOT*Sbqo7m8G_qcLxp?PETA=tW60^V(X2?dUy{LQ1)zflc^WK1Jf^RB-WjE
ze~m9T>40jc$e7Ut9@}{PF{ctJUmN{Oa(i2mf+vcMokMhJQG={w+qP}nws~VGH@0ot
zw(T3+wrx9kne=<zZ~cQFoWUNQbw;&L?W(WvGgJsiK&m{@Kd^$D^Q1l83GtM=DHGku
zWQ|xkK;n7Q$RoAlG{{_gj(Mp?Txv5i87b>OGZFA6O(-fMDYQ#R$0|k@`5f+C{NmB^
zoH3TI*35}q92EPo^pZeOj`q3xYlg6m{LYgUe@wl0-}l;*l$FCS0|JqzSO+MOE2vnl
z#~N`XaFp4{M|gJ6O424R`$fr9^(X2`8xP*@Mk4Aw1Bor(bKA)x-GeJXpJ6dN*E~j7
zU{3XUE|WpYpb0mVKZXj|D&V;E694|>%^DAUsj-$_?NsEhCjw+*zGO&Fmhp*23cFo~
z_U<Lhn%eDyj(zn!_vFHHq|kWbK#M9s73=sNo*b2(u<6@`|EpE?)|tStZ$+Vj*cS|x
z#;riSuwY|am^b3cpdh4uz^`S1!a3+*DD98(9=a4_4DCj>#!g%9Y6|JIRa7{dTrZyw
z%;xuXbD!=~$!OErvJYG|Z0=!)hTL;&D>QZ`@8d&JxKfp++L)P{cwC4_18)z`gQ4D(
zvDnDO78E<29}jDJKv*^U)1smva>>ZrO+eB=LlnjI6dGVT@LY6r|Lu!K(-9~Qk5I#h
znR!l9#It_`x_@;&gwG##C$%;?_0}TEtgF`=WZ~p?#KeLvdQ1hc=~4ajsGj|-E;)c(
z1k&OxQt-P8!rBaXOPKCeXzZy!Gl|%*bpwB4BYx}qxs%}ZO2}wMbyZ!8)#D$~=Doi1
zyC3c(M+7!Odg7qT3ZW`$gA$n9mLE3dP>J@j6@kQR&5bQOMqb;Cc3yn<Au7j=PR^B1
z7fw+bhxEWmc%S+^jph#u#AT=(Z!{X|X2{vd(w`ur8NiTQWbRa?{y;)zw_jpCqCVG|
z?A=(BwV2bD>6}rFYhw6GDcem^M2M=_AI%d}>S)Bqo;be05v_4Ggs(9*#g;eJ(z&z#
z6JFdOkNp!5o6A=Y7n=?X3w^fvIj@lA?uT~nD?dpC@jUdfLYOh=9q95BRV6R}r$eA6
zu!@(#M+6jrh@z!krE`pD#tx(-ek)mYoYV+jZs#kEG*>E+O(aVM?##eGeqQCF>oM75
z!&&hvg<VOFU%}V}OGzEq;BYm()AhBNLOu}IO4H6*yumZR85k$(ORSE-LTIkKDN_PI
z6oXD8YeJb7dSc%z`?f`dAJm4THMce4>2*C%D#E8(mxj6uz~Y|qwUZKr<&7uSnQ$=L
zAL%OasQKsKDk-5nmsjG()9Hw?G{iw6TeGUZg--2nmj;vmU~{<dnyEnhwqM2zf6UTC
zUWNMw^w2^W5c-_Z9D<(;EcIv-o;{c9Z@XR^eyIZa{&E~o*DX9=hkZt2(3Q+1f^>6W
zq-vP@jk^yzSbdC)#;&A_me<r7LT|DT&WloApoyCpC44wRpuco|?<}`h<=`!JbZ>fw
zdf_4Bd?e?fWal$>k>7bh7}&m~zmC`Vm;;P@xpSZ4{w}N*63cL|nOu(EjeP-U;m$`%
zJ9ipG?1#2ZuuLPgpc864sZ7qMY4L)>u<vAVO9n1itaLc(BzJ9V1&-%1zIP)CDWxt%
z0<MrHrk0HTi2}9<I_aD>xB#y8U%hz&+N0pK8YpO;5dj~D4r`sB@O%<uJ5YO&elHIm
zjQ&|n+5NI`VDVs10^3ZY9f?MwH`9uiB339P1lotVfIyb2it2W!C%MTnMXul89|=WG
zv~mG(b&lb(Jv#{OI=eR9t*{+Z245C{ZRmgPm3N1xUYPG8u!q7miyT`z0``0%0bfyd
z`pII*4`6qEn(I3^MLR|O;l@3Xo5LSLvDzIe<N1XS4J2G%{K@WHRa`~g3vmzu$1Thk
zC;-pk1c1C22Q%G^&a&RJS^{bjv9Mg^@|8YD(FKzWN)$KKCYjeQbU)X?rCi_68s~6I
zVvX#PB7BXfz4p=H5_D35zgZB6|HQdt{a<tLm{}PAi)P0}z{14F{$Hp6j=5uHU}gLt
zl)GYOP?aRzRxu^8Gcf;Dlp@p9BsvQ)$aqt~cu1TOG=#Wog$`{#kR&mMI2A=M6a*Z_
zI3)qD>({s9pKjOc&TEeqt_$9owVCbThwpQfOhJ(qy$M+cJGwtYXz(ADAK)frNMFAq
z!*9mDGanBC?7)BlV{pa}ZiML14<f*RtDiyFu6a^FzYr?}gE$S|g45tWW(os30Mr8r
z0RjM!T3noZ91t+lpRmtdfAc7yKM<}iu0ezVWu3&s$YA>`0-o<iySCS>z9=9%cU1np
zasYy6g#QL{WBfdU$jm|Z^+|-Apf^#kKRco5{~-c@1c%nrQ@;xbjrt~iyMy_M?GFL<
zLJwZN1RHJn<Ll0g8EyXY%i~77C?}x%7LLDw7lG-8*lXuvK!JJS9vJ(<zvHL!Kl&H<
z6LNY)6%t@DbZ6{Cn-mF#6&{pdr$+#R@z<Z*2#`Dt8wV8WCw_c$2N_HN06pzuhIbnP
zW)r>+@Sqb8@E?Cq@3-|`hwdyz(9h1ESd0V)L5+=Jf%BHot9s^7gp#`W2cUmJf)bKn
zSx^zqHe;7fg9DSmY%g;LNB@rk$aiK{sDmi5FO}=v^QUt6%nTwR$PWf0;qJ~@)T~Au
zb5G?@;S&45`9Ef#KyRgc?EetLf2K})C4UMxem~}iA7<mnXmGH(8!>F>>UAXA7X$Fr
z02lG^iT+06Rag-5r!V1W*bnP0(sN@6=HzeNChRSiXVw?%xiJN692O8*gb;~euq~Bs
z6aLr`XoRa1xF!aIepUVxYaBF0aCagjuX~r@HmcOGuQw~bb0C{nfq|Z0;Qa&<=IA~W
zgf@w}$A*GkKu8O0hdHW{A0jH(0@A{Q00HRVUHT_L8h%ep8wOPLkTQV0oi)NX49w{W
zk6_UupuO2Aw*9C758xQ!ehvc+&ec77NUpZMU06v{(xQGG%po~R^*1}o6L`@R_alA&
z^fm^}H|{sz=&SZ;yKC@4CTQSWUzQ+qqPf{nCp-R@cY}WE@HKVEqn6s+QA4;8-Nz;Z
z-2m|ij04Ao8AD=jTmcC}M)k>~2ro|Bo~LAauQ|C|0ZU>LfE*rm&5dXzS;y7`=O&-&
z1Nt8+G#DtEl`6Y`?s=c5_8u|`a`#1ma5XfQg9?#%+>g(#q*aU0Sk=Os$I#}csu$7B
zh4eMIM|T$z$Tto@E%qHHrnKra)0(ex4q*n@l+IK;bEi%t0E&a&^5PD~Z2MC{@jl{Y
z9T8v(PB*U76%ohS@cikfGWmm+@SE^6whIX;WGkG|@;m_~g%h=qob}p#J|ksL8;@#d
zEzNiTcpGPWCR6bjX39-vc_SbPlZ8B=GEkK*M0%?{pieP*pS{(#eH?pcM#pXANM|%-
z177mst>DJ7nhiu9vlj)5j4L_7Z2lEE&(OAAkj>C;zh+d`8jTNMnCoYIxBEAI#s{~+
z6<e1uV(UhOA0FL+yIe?T;$;R~)$G)+zO9?N*)I^>TO-$~=qNi2ARbee6pu#8bOE=j
z5^(b_w>NAy%`A!yEgw8TB});=LkX^D1=<K2GD+t+;l5~aE<E&8xwZ$_u;7sHt4b1+
zeLyZKp3cvDoi1X47XFB~_R)mJ{E)&I+aWG18p%VrN>gfkK6;@*Th!VhJS%Wl{0f&2
zZg>`{oU@Y>T3FIu6Y<rDM$^y6Ktn)R^E2%5Gb>ei=!H!9=-O1O1~q3!dwMnrB6_<2
z(t}5|IQ=5=m73*pM4Ht>5WoN6z@;pHuH@v0@r}ColMF+)1aFRSU<@@Ns*3Uax_C|s
ziK)ruK-)P8iF;kCTzgJ&Q6%%`NyJJ@!*U_OyO|KFm}ComVgrUaYLz1238Lw39a)Wa
z-s)}S^X=lcWP+O7xS%M_7#gN%-a2jK*l5W$T71Z`GGH}#{lp~n<z~UW&2ghkb`>;L
zSLTgv3vhl5+9fg%qrSM(e6eSD-fxI^ZC-lx47f+GT^@&2?qE873in-Nvv-0bVS~_{
zZ6{9c<~w>Cn)R=@Xg@$QDtV@Icfrndj`xjwLs0;7?3vP^tI%&gb-ZiQg+`>vxDSqL
zLq$Y3>z}Wv&Q-95Q2+CVnHYWw_+!(cG5<JSe;C^5bv=0_6>$O1Dtz)8#2`q&DWXG1
zk51V$pm-F%;um=nd~D0eH&+};wlasPUdA1Vumrpgm~NcXI&}Ll)yf9{5rlVK`vu44
zH}`s<qgc?2$Kb|3Lkq%8PLJR=_?zh7$BdSF8g*tfkh-@Pe_|Aegp+M>Yom-g>2%_?
z85>}&BGetvGY7Ry3H6{u0<bE5_2J%@$f#>Y2l8pV7{k5CoNbKBk3WF1{J5n|fic{C
z4+o7=)Fcx=9|W|c$-R}jhliO@L9b0IU!}xEE?b!UdR$Vp@ndHRrh2Delf^w#AA3ZM
zQ3Er7k3yQ4LT~o@z>;3>S{%jr!s~p4IBsW(soad&mVCjd)YNV<Cw$Kry`Q3Q>>mYa
zm%UYQ2d{-j`oK+UZ2mlHPwQ-_2a>1W*{qPQPkJjIx?v%LXKvYw6~6s8J%JHUWBvuR
zPs68Z;Lh=Yadt+BN<@yo*ReSWOLxo+By?DtBHnswib3i&L>2SZQKTy1&LxODe0=<C
zxLHAT0T_}Z!3;_Mxj+srmC5Ch*yf%4A&BBl7BY=Z@V7dFpacfYk{)TlZ^6L09&@Kr
z>@Z_xI6k4Gqu6SIMwvf(3+rKX9=eLc)Re)^s$Y>P7RBtq)%;yxB#R2lxLP}+=CIZf
z+p%5L*(Hc@dlFa*)k&jVn9CAv7EG@2UJyMNl+4A1T4RwALW(m}2*y5nhV9KWFO<|A
zCUi0?<9cRa3Yv5vbWeG8%#n+F;z8(p(ca<OnbaCO52NzBE>AyvdzB$sCX}xKI$H4r
zp-yXMBj#-(N)h7QHfD~vOIoJLs7jku8XLRH0ekx80Vu6Cq^)t6iBwx1MVK-OT7wg@
z2f}7H78D(QcrzW(im&s?%(u2j`H7W4dHcM4xW=bd+#t9CZ0*@%Mbdk}uBNEC{8(VI
z*qt|qCzKm{XQ(W3_7Ld~Qw#TDoM!vft}@HgyBI_J*KSK7kGX_o-1kkr#Z`!R_PemT
zUf?oZG~20WcE4wTQZJ`z6*jRAsIWSN1&oYIL`st|%W?-YRfV>r&N9KZezcQo3rXb<
zOr(;<Z!owJ>4{*4snW>`*ybd^<CIrWh7PgKct%Wv2TVk;&!^kO-djZKqbe<*Ie11W
zmEwAr=33ShU{P$s4eyvP$8VPyOY$AAe{>GNm1glBiippAL=c17t;g7}n@Z;tZoR}r
zEj7$IyW4i!P@M99Tf9Z&zL}v;J+-u2;H`Ypz=`f#xMXf`hD%l~*K+D=k`oz^?i<>$
zGa<$AX0*hZc@OQPPaVCx^vx=H7Q`u&%l-X|Z#k4}HMI(Usz$;j^RtU2=wqy1E1?y-
zEyxH`+W-)3nhgnCQod&#UwF6fkAGFVN-Ne}9+E3M<DjwX@VsW}P8;s=<a+3aZFrpR
zF0Ip7XQFz_!Oefy3aP%e{Co0j7}EA)P&Xj?x<u|YAw4`^0Q9&l_V?of>}+Hd+${A$
z#r(nXAs@RkVTS0&17(TdBcjvYuMoF$m7#y-!>`vZkl|bv&e-r8^m*^0!}BuHUWpOy
zG4(J6f9vAVbu!F|)yq7Ev8z{Ikf`$pNqF{kyL=)GdQ~!4YIE|YGTsKRhcI7DrH?m_
zYS?5U=<iej@64QD-n*Q%0XktaU7eE|Pjz3#7HF12ToR)t;Z{bPk%y(bUf#~M=xFrb
zaCSa4<zi&PUE+~9DSo63a&Tym>C~wmCEH~f^EL!7P+v7tZH%+MLWvwi6DmHg9F!Vk
zj^z|e88g)&4yz4`bL18KOyyJ~_N{mYzIbG4QRpGx1Zq<Xr(;l5Z&pkR8QJU*i306B
z6#QL091}8PvC5FYmaI%jrPSU-Jg#wCkibj}`7`-5RuU>c$UJA#BO(yw-jP@p0`2#W
zQp=b$Ni)tciIi2d(h@2*m4PQ0AkE@N;s+lxhte0C+)Ci{eg?zPRNi>s#;%<fz!|V8
zTM0u>Wfsn$N!b-pLeW9_5C#COqnR3CR{;umhwb=__Blw9&#XG8vjzVv8RwGJYnj)b
zn5I1V*iz;j>8(hzwygzA(MYf@uELHOJ*;3^e_xek&Iy_<e4|C<HuRS#K}-E`+MZW{
zveFI^WhmNmv;h*_N#vKyvY^dC6R*eM`UF>iE??V~j>XpSzMK!BhDzbBc03_x&8iSz
z$Tc%LwFz0Om8XGq##T<rA!BPbRYSsVl#3G|*Ti=o=6#bn)bdG=7hsZuEjR8Nh<NLY
zmJJdt!m+6m4M2=U&mQQ$q?*@mL*taV;`eWjZOo<^^OoZ^V%FmROM_EKKHiZ7nK)rb
zVXH=1mRl{21ybd+_*F!^1(w%!nDJBOj@Mb|Hel+K*|yK+=wlNdIf*?q7WQqKGBU>p
z5$WnrC|;VAsZpgRkK|K={N}FRh^d(KNs&|Kiq)F)!4qrMqRUYN6M03@D~Ps9|8)(#
zx2=?@dVv!nNHX;MTp)I30c}!<aWoM%471(N$dFe7O&5Uy8|B~@lU7P`yAwufQc<?I
z^ntV|Kw?R9WDXy6rb$j!)29Qd<-wj71#`2d>r~5=6SDtbMO<y9=AIrKfy#Km!U(^L
z>lQo2kvH$FTGub%On7-70VMr=Eu$Ie&cAtvKUL8aKS{rTL<|e8SBmrRFm*RA1?z|!
zUD*i)41X^e6z;8%yIj_;8H@GOLc*^xKgs6AV|$vD5I%U`F&iWGAA8KpmPoI34xN3R
zqTL|Y^10*>;?x=z$#DO;#jt*8P<C7kH-7;M7l+iM$qG?PH_TKTW!eMz!x~BY)~(+s
z(<X9WAYmR8ncSO)Zx6Z{Jpf0y?rRV880=3u3iJ}etNPGvzP=Ym8gdRXn>X%`+ZTe$
zDl%?uoPBn`H7AYC2_i10PDrm_uAYZDMCB{n+SYDVk1caL?O9lxO^k`7WKMeOCaL*g
z1o(8bjSJIRRnKXj50_pmNZ8q_O+PhrOM9D!V0z@Ec<yZo@g`Kac$XU^k^(Ik7*7iZ
zs?<y77^LeS)6?;_Pgg!<?nVG-1Jy@eHDkc<x4}9dMj~*@1htlH$geqGm+C8x%A-IT
zhdXpOSsinMT}Xm=ITI*K*h~}Mjjowo*m2j-7`Mh<Jn`1sq{cDVRYhOVM%!UU*_A=t
zmO~di4veR!M#OsQL})KUfJz1;*~oAF)pzevL1x3X_I6a~lseD0!S>LEOu+JvFtMlO
zuKw_$tLTZ8?XgB5%N$@xdX0BM5OHFY8R%s78}KjVTin3Wkze7cp%i7CTjUT*9K7EC
zY`L6taiY~&<v(IYEjtZf`>Io`9PGh-p~oG6LcxY4CUb($c12%ct)gErHgKMQQInYU
zL0&+r9QH7gP8HgwSOk%jxex@VsdFTSuUCmdo5Z|6yTOAeauJ1)?jI>!?ZH5Zlqw16
z>S{5sMgq2kGO2-WH`Pk(B(FHj8RfD3Lk4WCI|itjON%6eDC<$wd*mw(0W~>wXC@bN
zx(7jG4stJKY&w~beg>)F6A7z%xYBa&Y4Jo(=QJ;3&FINhr0LzLGgZvtYWN3n-CLJ$
zFS@T??XMcFvRdg-=du?jr(6T~Z$V3^y=L>Wv~S5fH5Mv62{+F6T`uR#He$;)rg$@N
z&Ad653(0Y8u$*J)3=vRxwlocdzp;d=RFyq&!Bx9WbjmLcS4hvhz=SwM>SQWV-fZ0Q
z&c1{Egx#)M4aS}?YzXzVDt#K-EKuL=H^FD<n`q;kAuBSGYUNtRqnECHKMo^l?zQQj
z)5pvb+)_MEjOd&|i1yA<JlrzVQhFc3v^1^Ta`RlnJ~E>|Lgj@35iHM-4I8^qA?^I|
z$F58`DXLCS1Ge|R{Sfcw)KJ>$_|^YK5iK3IbNKb}0o_HqSTcHLXp9!$Q>*NirgPe9
zm@z&z;s_twC1`iLv|BM%UhjpAkUVjbXxEll2ARjI13_i5&;rk?vh=sC0D8nX^Ru@w
zrq?XIG(DdD4vM8$7=to}b^kGut^Ic|`}Ji;5+wat4`SP6eeQ{4)4)kg`fzEHW9ay*
z4CtOm_Xf)Rr(dugX@r#cL;W{qhQF4<+Q|tn0yk$8GH@SDkBrHjl|?zziJ)@(xblji
z@epC=<{6n4L*=`;RpBmor#VT!bivDMHD%g_@3eYErJk0n@SE2N9+93ioWf%2=+7^G
zVr^4CJ9yu)teW?b+vgR*5<PS}(Bpv(n<e-I#!HvQa&JqYW(BXMi3J6T4i}!-j5S$!
z{nt6=?wGVoIt>{mjVJHWQ>#76cPL#(f{ohVWFsT=wWvKw^?9mDLVQSqt-|D1tS<nn
zZ@Qhy>;rNWRYH#3fn6#7&kA6=??7C|#nH>gJxyZS9Rjm+&VYGMB&C5pezN97zkvtB
zfNSJHpjUND^vj1{YH6&ORs2uhj7PIfu)XSgg_p@C3AE<Vf=7o#na!$Pa+L+t$Spwb
z{^~z~8K6|D7dTwySzg9ec{^&8a*S2=U9jTtTndjUQ6zc4t|84z**=2Kv30}gqhoN{
z0PpcE*cZc5`8vfCMS7$Qn3A@xWBiy3tM0wt8hMcIQToZgXsy#*%XQ}2si<)h3>o&M
z*Y}qn^nIUKtN&ycvi<MPLWciq4>A!jv$ApiC$o@+nVI?jGYi2Ll&xAtL6S-c(2LIV
zMY$vioRaiZ;^>0pkO&YG5CRY)2#5%z5{X13R1l%NAt<^b`bAMhB7(PzUY^0bhc3K-
zGTk4JC%qhdnqSsEv%8-W4_O(|)J6Ak6tp;K6mf_E)d1)UaTP#_up;Lh$+<4h#)1AY
zV1fspfq=@+iol%jU^)euQUriwg{r<%s%QH(kS8$y!j;kuFT+7u6d(YA1PGuQG(jyW
z06>Kge<lYIQ2=;Z`q%J+0i&|7Al*>1^SI#TiSn|u!ueT2aK@PYdx`uIgfJNXiW$wi
z{R0T?`wT1!6)wP?3%eoW0q_JmN5^aLt$NLesP}FDMhp}fBs_HYLJt!H(lak${>wo|
zi_-@Q3c-mS?glD3CM+5g8V2%)K<3!2sDZM_J>dVS{B1y9hl6p?kHCvVT1Qbpl1@_=
zE?RN0xv8L00FDa+Lof$HwCm>}WOPOXFP$EDOK}eqPcee;+5iaB#Qq183?3KA4?eed
zyK1Z>o`WXj(Y2$e8yhOFtHP)%znJiyKKDmTS$V)6xMyF<IB_sv$pHX_h8%o!d<@|G
zhsNSh?6)w|t6c-#G9vgVCGJ`HkMegjJ~a@;S3ObxKmN$GgD`Ut_o|;ID{2OqC<6Sr
zT-;V5;k=*BIp4(Z%B@}q#7}<fU%zmKq?v~??Z)TxaVS&{phLtH1`BZXn~Q+flbt2x
z5&9_Z&T3zEG4@-Gf?Pg|cTe9r%D3fGoL#jF84NT`IFDbTDHLrTJD5cP8FAXLkarmP
z37CC|ND&04y&7;D*!y+L7z*Q4dU6mm`tMKy4-dd<ECN*Ir)U5fnjjv|GNfO>@u)KK
zYU1g?!{(6wKYsKe0*Tb_z!Y{4c9M`ZF%l&JZt?~EYj8kYdt!n`M*xyM5q`sj@W4Ba
zm=FYKkaKY%<zKLpKY$iKq2Gjndy)ikz703hQp+zVTZpoFz)(lgLbI@sdk7JIbVGft
znZXr0diw{u4db}VU{LUFAv;mquCjc7*6{B7coLCeia=Wu%g$wroscjPP7HeQhQ#s3
zEC|H_G1pTxmc!xVTtoUBdTU1{{;LJSpWX*75mMs1_1iRs9o9;4_bhxaF_(=h!=^Vt
zn$}-=#}(KnXzZ)v^XVZf5j7+s_VUn0P?iH_%kH^e8@bBOan$=<iHsCa$E|zn<TsF)
zU0(_tE{|$J+c|1ypi4p>8kM{o<y}f0b;r$><o8rnIkFhrHzQI!I}Y1?w?-w?VRRy4
zJ@g?W2M)5qxNS8lFb!01m>p)d8aft{>=}<-v`YO<RSApwUK_3~8*Q4cLU(wHuai~e
z66(E!m2|D^CPkt<n<d%2sQJ<}KbKhIP|H9cQ(2I5j+!)9oDXc*Or54(3r`;Ce6HV}
z@`-4k$+eRQT}|vq>kjiCe7$9=Ql=Npi;BK7nIGjg-4vZ&gQq3KUP9aFhLLzL{YP<u
zpiN503!k*_1YJQTM4{To1nXLRtKT)xZ{_#0E$HMNnOSJu^so0r3WIPPnx*1mjivoi
z?w*coSj_j?M|>+IF-(SBjpGnwzn7Hk!#h!%r#HoBr1sp+<bq9-CpyU~wwgiD%fIkp
zW;NC`J>|(iY+qt)PV?VDC(O%hIdOy)p3iXOc?g(Yu(A`Y15@NP4)e+<6}|OpGueK8
znP!nr*jlFq854}K@Ks{rgeL2zu@@;<U24$v={{U9w~r6p1;|bbf-NDW;Ir{oW0`M}
zuMh(-FD~L8_O1=5^AAYrHp0)1M2XjS1=DB&MXzBWaPYTlEc#$>vBuNU<Wr$QG|v5+
z?~2Q~ijq}!s5EseF-B3df=6bF{xaQ|)jJ>T&%d^_Vat7gd1~z3M@0wrV{j6?N<?zX
zRUixSK&hPX@jhy3Hv?va``FzZ&`*D!H0$4i^{5NpovWdoG!Bi%P(^hVUY56XQ5%iL
z2}#lIiZ648vy`pP*Dj5^1y25x8c{tjo2|LV3RAdbZBmwtX31`G7eOnh@u~({1lT@{
zR=`hiyl&JI+?%Jz$6~)@hPE2(*LEC38<6QeQ=7#?+F0hn+EQBP3K9s{!|2!ZQhhOy
znW;1#ce&JI<Yru!C2nPcZg1H}N{ya(QG9Hzt04`)1#8Ojyw|9MAk5xsgst?9+CZmt
zMnYES?e+t$PF*jfyCQI_h#|b574m?7JxbrbM!7>Ys8M<=?^WJri>G7Q9~SPgih=jE
zxjJj_%JjokDRXHnsG*f>4?OvIZi}&nJKb!>`=fJ`(cm2t>XX+%Y<!QzI)6SvtUI(y
zmpsQ>i+osB2h3}C93$v!(#q1Db9Ntv5`CslnK_Z@9s&?smZ`PmF{`k#XF+-P4;6{>
z+AB`SewDOmF?xNI$84uLXGZimmaL!#5SM3DlLH>Eky4xPT6MPD8ba~PBr?YnN4@%-
zxM2Sd*$0Lzz%@Y6FZ}Bndl@Mc)08IgIv1VvNTb=!EB)?OKHx9IATC$1Oj`mm`77{V
zzg3Z9?5@Ng6w@y4LPzgX(hR}Yhf_;Xu3Vq?FBPk(+z%&_h?j8mCqiPR%}g#!U_@w1
zgrJUqs*7ca{t>3V$rvG#6|K+4IeA*DTOSOC4D|2n@#3yJu?+8BNngnQy8zYak;GPE
zQ_d6lT9!XWy#4SjJZ+m)lwD4q<K^ntl~i`^+f@-Bs}_McsNq&Fbt;{mxCF8e3_XJv
zuRgz=Lo<1ItDQNx;V)O<m?6)TPgj#%q`4`w37$7t6u^yEA7IxcIe%!k(%N!%d;w%F
zl$r<+w8_R*!Z<^*@^qqGrw(Uz*fVOL3wAeTfvZ@_cJ2DHennFF_X<#lLi(T=pYoh|
z<n!)b{WNpwQj&NoY)9?m!>+}@MC9Zg%m{jg95ncO)?-$ZiLV9}7c_Ye<t|z2i7xI3
z#wmI0ed(F{E&g5eIeM!bsiiu)V3znM2Q32RGCBX`rt*%0BKoPQVU-fTKKF_0HA*5!
z&dA93M+9qahr1tLTe>-*d{1pL3NNu8Chg`aCDom|O7Zbjd2`zvS|{r+y8%3lsh*bL
z#uXBV`}}LQv-aKFYwQ%JQi)U!K^oInyTY!tYpuro%Clwksa9W72_HKV1{S74FT0yr
z?>y+2R!+JKqBjd#A;qb-rfBq#s<SWP&z5iZFm^jOB%BMYD2IxLYsdapDzYb#ze>w@
z+vG?MhhO!-qv%IP?#GNgkE`HF`PGIYXEc!Z+;_FPI_g%3<;I&4(Y)l?SqW6h+cjlN
z)o~Q)&7LG3Zxh?Jr&|B*bW$3ztT5=yp6-AYe=ay=$#-1vXihC*J83GnEQdGjBTlr8
zYc!%4B<Mt?+&0_VhKu2PGqNeh=_p6nG0;ep!!;6w`g*wPSg=*`i5oiEO!!jcN|JKs
z?&)|_^VWaPk4d$|4zS~{DF<~M{;Mr!H*sqo$iXT<I;;Jz+0kU@P0h6+YJ&qqS&I55
zK*6NnG%iu8T{uyhubY2&$Nyt6!&5EDn>E#&nj|vY!2?O(mg3|(719SX1>-%I4xnzE
z<WK_6eI>Z1%L78SzGwQ_>)4nvI#cmtT$VRzmyFkVe098wBB}o2!cLnWTX2=h+o~;{
zbg{*US#GeR<D#rzI(Qbn8g3iR9C7|C?Rk_&XZlS&fIq`OnX;{r%EzJRBF9>_3vt!7
zaZyS<be>=%eujeWkyyp>w`i&&>UwMI;YM>yF8Y*)OaMEJY4U)Y!8(C1zp%VEFKrdG
zU<BxXYbh{>@!Cv0s8pRx$vsaR#S^|$KdXNZI0PX^91A(tg{ELQ*&@f;{ULIcVJ(?Q
zjSZ~Kte1#l@CbOtsH{qmGtd2T%u{vq5f1jQ@$NINA>#t=!HZYQ(@JvSyn+0$P~fuu
zsn5&9#6kj-zpG(8MVI3aqji%HMq-Bqrqe}PABht8TD-6>YV^_Ts=K4U4vQx>SDJ(I
zg?*}BZ{@uxpm(rZ@*AIJ_7-;&r05G+M^F5HOqjx&ZJ2Gu6V=wV9Aq`Un&>RaqwG^C
z2OQl~QiuAU`8I4svluFrSDCf?XY|&F-=6zSa+G9S1cdp*X3!f?q68`TQ~?1CIjJf?
z-M;&Tr(w!|AS6EXo1(YOq1Hw>NNWC}SjJ9!9Z=xV7B{pX=R6u7V%LE8y4kh>Q?}Mj
zJF)3t%@uAD7G2-dZc_xgt3jq43A>`y9W9kEemU&kG6LeQ`Rr-7WYH?oTbX^#l*h`6
z_EqhZV00jd@Lw8TNEQDE)>{xV^>bb<DJ&T;#|7zlcyaofmz*t#$M;FE-#e_M#J9zJ
zQZ@CBIfalzK(p&E*;{MM-h|;`a3;?4A-4(Q<#m%_O^{5}5@j*$kw&%gj@(D&c6Z*H
zP-|0GLB>=Ij&<R|J~MhH{zDb+-<rWT9n<;#Ds><;w4@KWM!KN`g3;df^Z{^t-79pV
zwNuTE3V|kgpB>ed`XilI6j9Y$68Q&h^ckseu~dciQKLHvMga6So|gcm5NZdVm}n&<
z!(lpV2!3&PFkt~mLv(4SDVA6=xD!0sg_$hJeP}R~EIlm@>7<BCvopZ5a*zOkHgt7K
z!XniC1WO$EGLMQnfh|~}F-S6`msjHq#vJV!%{SvxGd)9v#}lhdfg~V)3yU<SC6aPF
z``Xb<g+Y^aqwuv>$!8PAG(5~mv;~jCu{`f|YmlNrF2%`$!mbtoJSvzcBe`?k*!JQw
zFIK>6tkrYLRy;jj_gI=c!=?1@EuNTzuVG%pt`ox$7NndZNM_M%PzTH-rpSH2twMd(
z3|GC6A^*}aXf0P+T+yZZaRUZoqB4(>xVKVn{M)$IbtfiZrW)<Z^%^g~&qkerc^@uG
zpPx+IAWz(-wdI}arxb$s@GHXtwUDjhdP*SMy^~Uca;)a^J!G_r9{bz8?9*Ftt!h93
zcD!X)J}no~v7yBX(dD)H`!Ial8NO;lwHz)SU9*_y^iz!g)j<SqFN&`hDUUDM;lOxZ
z2H-pe1FQ8_$De#6_dzoi!?6Gdwm?QPxUq`<wsEOb6N0&Hh!gytqKcu(lg{gZb=_49
z@5Yt(j?5!GKd`ywofEHSW0+TB2CqYe6{JDf$u7IA0MR!O;BFLi2Nfrh6slVok#7s^
zIGZoAxak59l?l@Wk=v=P$uS$#sarT~c=?NZvJ^sDnYFWh;_C%mOv&?Vp>m5KVNzXI
zcaT3-q-wL%#Q7N7uDI!%wWnR%rxX<(xNiS0H2mj%jaSC^$vo~7U-QzdzMMHyl1_>z
zX3$HX?-Bs#^EC)0YRv)>-7D{x78v%rh%UmtwU=I$#OqI_Pd0Qus5vYeYTPNu9MK*&
z6Qq$)lqTaL)C}mFeVERRyXHyT2AgC$wFg6T_d?!+8|caPB4na3y3}LfUG_J1*GKsw
zNT<+P0f(5{d+9S!Xu;k_*yi|pB+LK3QHnM%p4Yg_E9VC5$0SOnZD{{=!f&e$@*8w_
ze`}a^6;rUNDW9#~9MSx(U9wr_e$`v`7qVi!Y1kiE446!;yrZ0Wh(gTukg`cbR3cF2
zg)-X%uJ4z%==m^01{JISE+8T|>TaTry>K}|RZC@Y>}}}1-2N7WdN4z~aBC{;l78Qm
z;B6bOop*seXQ#TfZXIawU<>r9c&IRB5*ABkrw(qIyR+$9up^8;n7?WZx@^$zO_$F_
zaQoqD>x}(Qf;b%4Tv$eUf1+YK^dZ0Vx|4ZI9Hi5jkaSiH{7n0j&uXhY!beyB28L!z
zBl=JF3j6=sUSVQm{x3u2cXO11<3HLfj2ujC|I=PkfmA_0K~sY^ABe9&F}@p{K>{H)
zMuLzAq10xmZJ-Ft2X&Gl8<R+b96&%4gr-7iZYUEFL<E6qhDS86N3DwpSllX5$Ps8>
zwA2i;#3xd4L#9x>^t{Q+aXrrBbWFY3zUkfh3bn;T82yXBhX?^bA^|pmwhzQlLMO31
z0gfP&jv!LF5U8LO(gihp+6RFcxR3GDj3N)@FFAe!ny5k+E8yQ72VxEP$G#0A6M7Ah
zZO|b{b`X;8Ry0@%Bi>(tQf3qpYYREG5<-QDwEZ76p#mrokRebkkRT92N!t(r1~MRi
z?-UPEI+;}=n_o693;20tqyi&V*0GQv1V|SY5OscYMli9k?9j11h^ZkBTA(PbK?a#9
zAslJ3z*bBsG7^Y}q@>cc3DZ*4pk*xWQ$tA|A4CYkLKwu7)!VsT9P;2h{6CC(+K@OI
zD4CaGksLP_6rt>d;Q&8~Vli}o35BR(l~gFDF~omBL?S#!AN?f$RDGccte$9oi!+tA
z3=ypmBgPf{^Iy9ZAPoGs-o9Tu-OG~^A5`ai{?vjz1JgOM7}hDge?xHm3KM}>Ia?I~
zqQ2!o-hn4Z207A5X(Ezm64WLy!Ry|=`K$Ui4ShJmp~?-uS+j)+(LQ{~u%YY;2%ikU
zT;q2LgnlM6pM5XU6Va&?WvvWYX@T;LlYsajClvNFf%p3q%VeIk8n|AjifBh=R%F9S
z)WDE^D-d5hbeO$28N*=!VbIKm!-sDbNQs~XB=b?i3^ZYw4tAo#5rjevB>?aOE99jF
z2~MLm;!se<3?*b>b|-@nEG-==-He1Rb<%>~;W-o<iGJG{1!(D0dwy<c0_9RteiY@~
zGTJcYln`+v3EY&35E&ks8gMlKl4SHngmBaC9kKwGOKdBjC(p>ENFmPQWbKGWO_$LM
z7t;|%!XYfOuiE}zZC{x^vqh<OV2?23Z8<r0Ka==*PPToB*~uAiqgYi*x92~+_Q{}6
z6!G|o1dia%TG-p%eZUXcMCx)av@3{dE2=V2OC%ao4(G^Yl+!#hSGf%1-&ItcMGq!*
zbbEPsLYP(KZVZBbVfpvDB0IN|)q!5qTM8$@ctE8%b*mr!Se!@X(%zr(;Y1@Y+?OT-
zUlYoy4pT$lY;3u;eq6Z1X-4^e=o(#UkF7bp+N3&S34^k!|M@a8VQpGG_O+R#<i^&z
zTNuuQn|ywhK3i4kSDNaNlG@AgG}FLzJ2Sn2IG|m6dD1~*6HDcRzq6ZKf8?-zJGb1r
zesSQQzKpz~g|t4-)%7%oEUe{UPPkFWb<J<`@sy9uCHTY+^di*X=n^t;LxJwgflBep
zYwjy~)tuw=3iNkPF<u$EGMzil%^JtGb$r4fJn$0B*5c>(Iq7TvebrYB{EDZ~oy*xv
zHL)tG^HS!s8?0&S7uV)~r=hv<_#(o&lGFL2^wpMw_Dyq$qD8nlhU?y8&`bxpbK(1m
zQxu(aNNwj(rpYw-W;bmW0qp=muCm3tT7_@<ZPDUc-_SsJq{&L8Rd^TJ*Ikh~yGH`o
zdef5%HObClgO^Grk*<#<+*@0<L7&9$+AQ4zsugsqtxw19J$GHEVzAy%b`o8*@ZX?H
zlZZeboywyT<iaD=T+~DOMgFBq{8<BanDbImXINcgP&w%iZeQ6}M9!vX`u&v{{U-^?
zpSQ(-;YX$LRd3<Lo88VvPbi(@@$4QB8a{syx`mN>TW^7fngSZ+Q*C9_Y2+rRFhymk
zXs;$m$HI*6k*Y(pOCBP@@Q&boV4UbR&_9Ypb){#PK2op)DAC5)@;fhN?girQ@NZm3
zB6sGy9hvo0u2#HS6u7r}x$=06YtE!IGu9=gZw9~QQ}`L!O#V)TItS;nd+nO?Ir)0>
zN<cxg^_aETy~-UU$~79+J-X~qgbbrfxCobFoAtpzykB$S>yDN{T8}!L&5-}hI+;A$
z_PxIKEJb>Rk*Nx}Ec<Kwt6jt%=FUqh&XTvh@wmJ&G&p_hxb6?G=stI1*~nZL(s$sF
zR3!209FbP$(6o{js%jwz^nCx(vMdg_3(OYF^VD={;vLbw9;Qx+x@=9O;AlBl8$NI8
zc~04Oa-7K)w8BEZNpHKxkg?TIj!!JVW2jE)WHLClGd0hPd1zUT9j05nu{p_f0kwkb
z#%Q-rS}e6WE$O^PFO})OjVOu5SZ*b5%<{clZs<9`JsJ-QllBppr*CQ1YcX@B7`fPO
z)Mgcr<~>_tpJ-Q9{&&qiaB|3>jW4Fz2E~00|A#tp>TMt<caa0`>v#fR;tcL*M7_@Y
zVd%jud*b+J>6wDxFzun+iNU(dgF|(vT27HNt+e&vuF?JCk6!g}Dhd1pst_5(4%EKZ
zQtnN^-E+0Tt0E+|{zgdrxQ2d~dj;9nk}gntIOh{v>88>7KWQ?@|5lSZSXlp`Br`K|
zGX2--zsIAQIT-(^Bzr5l^DKIz$4EBl%A}m`r(RxQSQSDL=3hocVEPQ3Pew7a2n}Ot
z(%EX-5^FZpvaYN`vyLts>W@n_7)Mv#op*12^t|-s&V0OmJ#e46Pdnz^{4NNzC0952
zbK`+#?Anu<u%coB5yW>hj!OG=L|~ORHQ|N?f&NU|OL6;&=)>TJzWQS!3X)jx^F@+e
zC0fUm?D8Oi|6>JYr3H}z&IbeEW#G7!C&~!}pkcJlkwAc6^&kodiBn#OkcS{JoXsHt
zxfTBCY(n~DY0^gtn-;(k*H(K4mj~o`11Ebc!qP@x;eu2GtPFg}BS``zq`G8;fBy<s
z{_0V-E09p}=_7BH)rq*hfjt=S#kusyk9#;8Bu{_^Y^3~Mcbv`-0Laph`}9uSI-CTN
z(fA)`3DAami1*L;duNB;4sPrK*k`B@;2A7X1-dM~cBYQPCu2jefUqzRCWOkeUmt);
zTL@Pkm~tpE*Se*^?M`r2TpGUEpC3xL0ry>he%Q_r#BY|XA0s}858wpwZ#pMH`TjP4
zzfFF#SNWW9e6$a{69-?7Z+x7y=svJd{t)6<Z*9LU($ko`hwogEjUS(AOvvz|Hq71G
z)m|kGePkF+r`G<sO&&mal4bNyV!K#J@Nf+nxTgLO!=7A}yehE3FW|<9!8Y9y|DGPd
zV|;`#$DdF@qb%%g+(6+Q{CqS&5~O&*thz7S0ajLj0ak#<S`jdTdmlShRGge9eISHS
ziN1f|cYl5Gn^Umzpx$2z>vtBid=p(Bh>>3G&UUodZa&N|{nvbPelff3)A>GKnYKYI
z2Vw8gP=QA5N&GGYtZo?8u4?eya#)eCz7259T+MHyyyPykyP7vDm&Y7VaC&v(y*`o<
zE??^(d5;=Fvk28WQ@~Gxl&7eVkIPxL!T4U|pJ&SC>dsl*TITiZC0E1e>8<zuQhXEm
zA7#uXrN$K#%hJ5)YbKR^m46#uMn)R&m*x~tOry;i^4O9v)v&s*Y*-TSbvYM!e=5_)
zCQaWX;o6QtjM^l^K?h{`*|;Z!8T5;%&x>W*t->=pdw{m3<k_(Cx8#zbwX0(xl7-(~
z^ya<lv4nFv-GdLH3<hK9ch}#8j8<_Yu($1XFjfp?rJ|93D(<RTV;;`nvQ7Tg(TX$^
zjp^h<Pd9P?<=iptA<uG+9@s16^t8FTs@&0N@nwaFS)dSrN5M4}3&WRF{9{@lCG)Sp
zv06S2o2(Ok0ai#y<FCX{Taz=&)vN{PLn4tTS`K*Y47-8{{*>3YswPmoP|7Lxw`yPF
z@D02w)$i<V8M;%X3#k{@{q$Y)!!@G@ByZHg(wwH}T^uyDH*Z{UAnf9XhRyg2v2v1D
z2BZ%`HLG6luKULt2Nr^+yQG5Xf}1PNvr0D{_Tmsi4Y+H^&AhcL73S)V`^)}cp%Af$
z5~oazn_1-W$fWuV&1RIPIu6jL^g`X^<kO_f%n-sN>-=()IeMZJlgG$5VAREc*?$9@
z)7F$k$I)FLk;sWBbERP>lEFgR2$_qV+)41fnj_=~Z=z*GkUpZdfYIH<Q-Q6$-7~IS
z9-03->ZvdBRBqTxAqnH44kwKY`Imx2NUt(@nLJG6T0TKsNMwAfYB_!6KPV5rza|Q|
z?CO=?s{bCBRC$uQ51|=44cp1Sm{i5;n?SevDT}N}Ud6$;2w0G6zy8Hw+J~uC|EFie
zX0ye)0_B>$rjCg5KL0PMTeG&-30%?=x;n8ITY@1md|$Ex@{ZoUpw74r)Ss(zyHp+2
zM}@&-(hD)w_9(5C$4%la%4EsILXLz#_1<mF7HRugxe!Bq5Achv*42r)F%)BixEEy)
zg=+;bo}AedJxb|m4ER}(lb5Jw?I@zs^%y3dSgwB7NZO%_lzgg&(>A0+>p}8QRFx$u
zyOskQbxP>vy-tRTry)^#C+0e9CoBKMeu<;jjU{}oJ{QJ6c`8O%B3JZ~o7*2RI+h$y
zRb@eS$UUmKLgtN&r4Ma^7u|EOWM-B%nsWh@zOiQIjtHlZWPrK$^0WuLHb{RN--Y3+
zQ~RJ-Y%^6)$3?xzq&Q>IXZdU|En|a0RtDR5>zjFuFXulUVdyF?!uCu1FI6oxxK<NH
zLnP(RJ@?A=Gnq9bSnk&xJHowPhw||2)V;XN{hswbvB4+T8gQ9rm9i?Nxxr~Z&tJEH
zu2%7;5Q$ZyV!~|EP%Z@ZMc`@TDfz&r_u1=7L6MX|mZJuZN5uSN=)q0oWE76Izi{Ys
z`IJf<({TBtQ?z?u2$F#6a}9h8b!p<)$6c%1qEiK(q}?YQolUnR=Zfa^v~gWgh|Y|z
z_lnQw<FPxd8{1rk-c-%HMr<QL^UCxG3)N|+XcNh+j*DmuF1@wiq0v?6@(~rMXUcEx
zTvXXzsB@Ox+3f^xu;m~|Z)Y60-N(|tDZYZZNHQHZ%zC`<a)eGn_I1&j>4G0Y-+UO^
zmB68qhpl6nAD%^eenF?wIjAT@R)sjhhjy!J$H{&-EuC0u;`f?^Gkh)iQ7`SEG5XoF
zqc^ZP_cVAnmonz2Gg+FgO}I6?)B!qgR1r!&)T6$8cd6OX8<6sY-MV^%$!s$d=+z|d
ztb4EBgFqoM5aG9t{tkTH$f&Fvp=pSDjayBYXs9cKy1H|^KCtu6{Z?T~@Yq|!C01pP
zg*jYRh?+Aq)HrqQf-gyShfuwYn&H|KO;>JR{R5-LPQ`YTW+5Txj$iY|^CnuBit;jU
zll51FPsLMx`8#d8Puh_H7j-8E#Lcd@o#Lz>tIy}msYh11gKRZhf~aH%)M<sCxTK_N
zP1kMt2JzicbEzTQO&+J6hJ2C*7eXJ`+oZg<1_wUPD-aP#-Ik-x0GK_hNoFbLfQ)uX
z9Fub#5ww?Ki#!)UL(5DIM|<tGiw(27ebTU9dAJLvchM&xy)(ojJG0nqC{b8fJ%QLw
z*SpQ?a37R}1VsUn1P{+gBk!%{%}9mqrLM#yMSJW>7k!Q)gspiczhgf@LvaAP+m8qK
z&5DKfm^<&}?U=$QMj+wE>X~3jlJ01&V#MvD-Tb+1xb80ICJ|a5^Ow)N{=Af<sY1iT
zq7V;GvS20TsU_!z_Kk}oLcS*U!DgxU>Y_*AWFk=^?$^g+JQ+9j)^duW%*;9WGj9<L
zUC5E6?7qN==wBFEB|r&GO-d~Z%K9KDRyu5*xx5Wz0;yx5(BiC#QRK_~+d5@bb2lgu
z6EH%h<W^lKUu6DxdXN1NxVZLL8wzH7wp=pk=h(PHdv<vC*#5X)?_xewRzmAFIM-j-
z&hrDz;5#TIIuO?|IESi|9Q`%W8=Pa9$&AQ&mjh>YS+sw5TIv-Z$A6(<<Q_9{Ebrbj
z#Ql8ywaK%cd{;f*JUh;wbuNhsaM)qnz5O8zV%@QG7AWnd#|LjvN4YTbp$G84!{w=a
zT<j}gC)FG+lxOi9!ko;Qh7#pC>l&Ill;bv4MshWWC0TQ=?zAaI*KAvclHb$kgW!v=
zGY;<BD8g6{*pYST*j)TBH9a`hKA@8N?m8wb<5tpXRBKPD4Wtt-R@L#J?Sp&yS5GoP
z86~H0vI(Akj!U26RH{{n132Q6d+pjagl}MZH81<XHe1NB-abgRBj~B9D-}~>K_OqB
zm1Kbxxo2<p?<EP9xkRnP7)|$t7p?dwW`*)uku~|^-)emPZhs2>wd+d;K(KQA$5NB>
zp8h$fmDf=++zY<hBz8GODEq7x;a^1U)5o)GS~lvlw3><}>_ln@)2U6dZoa*Hf}xW`
zbE`=Tg&aIhUo|uwj+xig<W5_1;UR58Jm76U{?j7kM2Rnkyv&_DSu9FG9EmQSwARNC
z?=;b;UJ_Ec=VzfDg%rAKM8Z_h%E+*l>?pFA|940jBvG4I?FODHW09PP&b4Fh_k2<S
z6dxkB(gdk9<`o_*=INkI^-xy4nEGOBg;y`*gNnT3OR6r$Pe<>tUb9{+<iEtqN)8<q
zD*Zl|fdK+jiHs|U?r9Z-MisQcBg~R)McFD6r47=VC1E>ZkdB0C0Q<M=-jcMX-8Qfy
zp1Vst59$H7(Vkoy(v8P&r6!$jZW|NQ;~X$WdwPtPXyGI@YLtqnEjT03^S6M8_R4q@
zN$j(cg^%_&=;NJt8sRqyf&WSgtJJE;uG6xpi{;%`5H(eh>Usv{DIxq_6ec(=7mb?a
zWiT~B<F-&0R92)bYlPutlKktDV!Oi8xz(g+*OBSFH=FUOB`zL}r&x|@&F)<9Q`~Z_
zXDW+}Q8?Rn7j80;YJU*t`@(6db0f3fQXd{+vR*IL=L^+Fmsn$>16!KkStZioIzEf*
z;I}+}`|v<wZ;H9+HWScIeEjA_SEGVQL=-Cj(ZMaDbrN+Ts!^)WASD`H2sn^x?igXa
z_b58R1pw97PPooPJ<1l+1Q$twbjtBI*_%H(MYSH^R);jBYlx1ntVi@9NmEKi^^HtV
zU9~N5=D;U7LQh(qzfdW#o;yBMNA-{AVZg!R$0J8@eK*E!?lbti6Pmov0*A1qjwhK0
zkxYc={x0OYK4MQ*L&~#zP!ZdC?@p9%H>ZTR`JdfvctSmBS9`mV{AEXuU(1vlB{upv
zpM|Z7vUr%hT=n2;8XJ3iuuuJNdS3z7MV<M@x}0>_;&Z|EM-*h>S+*rZE%rO3ktBAx
zZkmDAj#M|@@kMdG<_VglVibr<oZh#LO0r@Zrq(FY^Cgl{UVtCC;~N&FzAT(B+UL*c
zmNc9_r^NQpR}5Bal1-bX(hvE@7>zLTVTbS-z?ixWZPiy9>gaim%D5MN8Eosx0GH$I
zzU^XJ0!ejOj6C+bX6OFUY%TG%p4=9BWe4X8aJ85C<i#|u&JvVRQ&0sNop;Fg*M?X>
za`WfL$=cUTbTRO5Q4mksrDs=RjGbqEK=QIk7$8bf7g!48Gr5~aR)47ZmQz;8;&Yjp
zjI%yP^4X}f>4><i7NU4YU_||R$H!NcIa&Ol_PztIspJV*DGG=n7AzoyVnKx@gwTsr
z1!+<QRMe0Jh=e4h(3B#ARK<3uG_fOs6p@Y~MG+MgQHqFk5epz4Y2Ut31kTg@-`)4S
z`|i`9A<4eknc3Ny+1c57FNu3Zj05tiu{k3{qZzDmLb=gWE9;~BDz=2wZHnCWis%Jr
ztjj1M_KF@-_vBW8mfI8@bM;tL-n<18HtWB&u~ztF8*3O^PHt8b+r!L&+=N(ix6Q(p
zcYE*F<en%lkyCJRk7u0Eu0xAUwu&8D*4lh8uYR?E(T!LA-hFS~9`wA$*!6$#$g5ud
zl8?U<WheY>m&chx(O39XWW;^*H~ZC{6X&rnZzc^FyouOUuUY)IT=vbQ+lLBTZasl}
z%*R%apV5#%XA)y9EUR{}{(fgShk=D&HNLKmlr7)i%3jDGb5pa%8Zq3abu9a1g!T0k
zL#zgSc6Iv&+Lb9R4cv11z23642i*y$CAZbZnDCccZ&Er<(L5i&v8O{Q7M*w5+$<+A
zb?x5tZnM>KEB1Ic*w&)uu6-%7%tf=yTvJXNl3RnctFP)~-_G0oz`c}9zOnpWxq~x%
z+KAhT#1JL!NZ2O+qtA0TUA&bd7_NUI-_j}9HcrM`02T~CB!6j>!i5KW7tu1e1^Y3!
z5BkcnHZDE2#Lx-pCMYU$L#tYg<BYU#a5WDl(BpBS*khgNB77%Sm55){FD|M^qgTV)
zpSxW^pO%POFSNGJ@%od+QSE+OI;LXrTBolL>7h626vW)T7tTS)2v*UHKleP1&s4ha
zc4NVYTYK4FL`87<^E6VrY&7N9P_*QCS(dKLpt5>sZCMbxM0N%LRa5z+Sn$}Qg*$He
zuYG@hOS0HnQ@B#4lb+LM$>qyq6nE*=xbu_WJ&rA-2`3GlY*uTq9ABn-Kd?W-wvY9e
zpF8`_m2!kP_f}KrF4md)=_mJ<(<^#%30-_QVy-91Slj0GR5--Ph2MN(q|*HPj7IsM
zgCnfMTg)22p^9k4A67;5ELHR~dwj4NvAk}0vrO>TtnFe$e6{P?npU!1=M6_ZsZ1uD
zXo?Ed>}%<4+ozDG7xrAcD05p|E)Uf<?@fQOqm?kGQJLD$<5(BR!vC4}#xljqWaa1z
z+yINQhQgaPqmKqJ?+Yo)hPsp(?y6%Aa=D$+yDsGBc(ACv#q;eqcq4=xI-6V=Y%k51
zUg+s)c58#5@L=S-=1Y7sW~@9rei7$dnwxE#^-S2<(fsj-^+F15+ppdZ`LJ2CX7}Ua
zi$sMJo;Pu^9Tm65N=cj%znGWTiFxo_(1TA8q^BMIV0hu6!(H3QE;&RcMg>jH^09@v
z&&`&w(ma8s+QYd7sjaL?lA~<A@3Kmr=zZOrlUjLs^xuQ$4BCFM<WAvda5|n@d6DY2
zz@c>L*sT;I_Q;mJ*NrC>TV2<r@*K=G@;~afoy|9$HCa@2U1TGsM_fb0IEWIs1l*y*
zl`PP7itWU?q7%Vaw`scCh*yN1y>R^VBUxNPOVInFvhB8!;e%#n^@fimU-pWLHplYW
zit1ircRv`pD$x73hMnj$KPT&2fhxEvmEjW9vmI`jLgh1YAvp-T`CiEnmTYvrhiufs
z-aXgwYH=@L@+yj6b*1IA$N~YuD_;_<wp<e;;cRXf9XHUw`?{!T_5IjnW8=s$OM%vK
z>yb<F7-g?M&V|u3flg`{<<UYFp6d2rOh=8Y+GIbia%Vl!Y3N|r-ddiHQt7;G!L>hk
z>|QVG`oa)ik1q=%vMy~Itq|@U+^<pYU^~hh!(kfyEk#8BK}D36Ma)t}M>7M5X5bTt
zE$n&y`cLX~r|;l+=*+D^+!LPE8(ytfb+S6&$?{95%bSg9JKFPY-V#*bC|hL>_hp5(
z->i!W8`yY1BJ)mFf=tTCfsT)_>slS%RKl)%$zGR!nRLi)X`=NWl0Lj6g^^2oKX$~Y
z%D^pWmu<iog^g%o2FmYZXhwbbKuyX}y2tq43!t7NIWZzkt2eD9ba@}m8)kM`lRah>
zS$B;TvEh=?wX<yT;hP+c&bKr@Arp%ZH@Mu0xS73k>7ga`vzu>beIyGdwg!r;cfaj<
z9#N5{aHq^h<SqG*TYI*V?NGy${aKIbj2@AWJf|ynOZyJ1uIXCx+)7Ft&trC4#`R59
z$oX;Qx2x`qDho8;PTZ1m`__}zoXrO54yqw3C#e$r+R1c%Q;%BHQwBA{$1Fo_@V@u2
zD6`m9zhV*bUh&a~-{P&rd@hMc3oq`~x^a@Ic4=McUD#9Q=zH_TS<v2bET@j_@O)=@
zK;uAw`zbkZKdmzyt)ePA2VaDkfTwo{NOQ8Kp0`?tWwF7nd&4Ha3LY3n37^09vli;4
z6C2lt)vRkGPYcdl?^5?--PS7?c;@+H%AWJAanHX<7;>qqYdI&4M~iryaq66wswK=*
zN@a1V4ol6~e@jfU)RPug6ukXQszs7@+KOWqM^qNP7}$`y>s@2anb5EiVt4uDryKIT
z^TNxt^Wp2GUk=1riPl<(!nyLQKc73F?5VD{VhB6BrRcDebl<koBH;nne%8wJ`%iT3
z9aZlZ2uTthQ=QBAYz`LNm!fmYmnVG4O{(|#snntEpM)>nGuY5SeylRwi@W`Ctwc|3
z)27Dvp;dQsoY&SJ@Dv{0*Q8T<e0B6m+94f&uaSQ4&b2w`3Wj*!SQ1^nrQOnhP`l+(
zvmYS>92lu~`;wfV&FdGkmZ_I34{~$Q7x!l!JSiV=TsuKpp?_)8_9Lgg`|3N*<h0ix
z;awVz9=(x3;vuV!y1qVJH~3NRZSZonQ9_RXt@;=B{l)LzJ~;8IwZXr~rBkWi+Q?}C
z{ZIl?c+~23<v_pZyQk4ddq$t-S}S_>eW{M^P8?0jx_BbPqdQNwZJcLxtm^I1^Sr2G
zj9BByi|Bfv3ja1y?<ON-<7aA~iha#p<~QIbkLJl}T7)jV;}n#JT9JJB^r3ctQut7S
zT~hE_e(U-RZ5zIjdDVH@)N-TC#wcnzA?0;Z)nnZLF+IJ8f@<4p{bPGf)pCMr)nfgw
z6hHnv_*Px>p?&(YC@;>{n&b5Y3*l+P{TYMGcZKgh>y1Beq2xS9f1U36iZ@X;>kM^6
zM`W$G=ese*3Qm9JypfL0E5`IO&hsB0Xk$Ce>CNI?vX$qePu&vZ*m)aUj0H`u&0BI=
z{_3yb?-te@m-i;2&)rIy_ioKRH(%-b2tv~0hxSp$^G-fBV-ufe<6EpaQuA88QjZ1e
zUBe~n7V=E%*2TpKZ07MVx^Yk0&vaM9fo1o&wNu>Zqm^l{Zygw{1ghE7s`p1o^LC1*
zFIuH}iY0tSkQoP+eI7mN7ej8oO*i&tZmvFSpR8_gdd7Karr@B$QiOxanqfw6Y*tzJ
zsEe9k4dH@JX?fD(6VkQ<pC0+z9e*K>kB}`q^(kq2P%#<fP-b<iR6(**gJ!rWRi=&Z
zODo%5SXRA0+U+Pp@GeK=@{EJ~)-N;+ckx~y7wG?jC$0I@5yuvEt|7tg*T$+lN;-*c
zHyodQ3E8*U$>Qqql1!oNIIc8@>Z=)s`6W*x7Ihp`z%PFsDcz9VV%fV^AUtP%WcOz9
z%b+=Y&m_u;tVVkM{`|W4$KIi0y;43sQV`(@vOV3Eef>zx>CsEpWr6`ls<e60IgMEX
zrRVBWkn~NqhFzO&4WFgx^XIW0-W-1Jx<&ToVU0bM!~k-Q_YS;8ZJBC7D!TSr?d^nh
zUs4t~yCUP8M;cnH{lC!SRZ5GJ`^}Z}_<9#K=oPW&zE1mu4=>QxPgkx>%&;2HhYR~O
zyJ{^TeYc1@ife4o*B)m*b)#hAw+s<Fks{k1<Wg3K!Oh$#co^Ks=AbFvaq7ehhC<26
z!r(dtA{|c!??en8uZ72waRAZ~l$#)+Yg8H?rhu3o5Y_G76WW}%!m~3GmIVKFbYpkd
zKDPO<u4*s31J`Bk^*JC?yJpX-TB^9)`iTAYozE(t&?`PE?k1d(^jTXXtKHq4x&Q2e
zyT+o`Fv>FG@<58NM#M%RQ;luGar`*Mqf-~XF=ZT@tJ>lb7m5`y=+K_?e#PvKXA99>
z{&q)q6kLO`c=l8_-1G|_Sxs9t7UCt+cu-qhxh*PS{!=&j=?Ctr0Y%v4Uw3gWawi&N
z`j#YV9`+NElwp6edb|BLSNT<!SUaUHFZIaeb3XT8<$WZiS^FrgI6!0h@*ZVf;{rjE
zO&FQ$ygL_Ry%AbVT{&t)yoI?d3u?|^bwluMUH4>}6N?U(^InSVXH!1ArlDAI;+<-m
ziTv6(md^`XY4^jF90oUtMHaXF<NSiTmzcWVzjN>7h3@A0{tt`vcDnKw_?@Lh%2#l2
zZ9I9I#glrt(CqmFxe)%mZNF@26%f3g<|_cdj8tA9@Qy>~9$)jw=WIRE>&nJ~SCgnO
z)(D;^Zx>%g;Y-;7Zt`9x!J=MtMt{A2uxVA$R_`0E9b1;|Lh*StC|$Q<J0*sfR?KBx
zi?+%Y%PlO|Vp*4p8d<wNHcaQq`tZT!VwlCE$}2e?mY{6J<JI5TEG}5H-03Rc!du5#
z2v_pg9HSJKA6Sf4KP)(}qdQ^iLWEb7X8xL8%`Kvpm6csX-XC9O9ri~P8yNY^UNxC%
z-LWhrz(V*P<XIC!eqH^%C)uYjHF$`}!8`sUOaBd(Q$sK9q652ke1<0(d2jVx_b6|?
zIl5qVSV?3gy}JB!PJJ->ep_@NmVT1!gZo}F*AEZMe-#fNKYj(R`+*!)d*3&+KCg3;
zo`BQ+lGn1YtTu~WOh0j5oRPsG1;_afzLr<iUfo=(RKCmS8cBe7nf2iSd00=-<ouUW
z+Wu`vV=Wu&IZTw?P$C{@_uY-wO<1+8aq#smTHMAJcfG1CLUv*{q?di#ds>e2;g|HI
z_g}~fJ0oDFr6b!GymtREfA_L{aq`iTsD`}#!QBywV_P2O-BoxwNK%pc^tt<GqDvv=
zz1N;!&8t#FZ!4OAu$HVP?HOBO8qhu9m>#RNCAQnEKBzl*WWM`xwGrL3=lkQ_RT}m<
z-u2}<c1`besv=TMqtoqpRQ>~-k*c<rCkMLDy>%VG6WyG=*0cNA@TJ}L>AVb=^x_9q
zpDvAb>>W@}f=dp*&@eq0lThdU^3tksP3!nqnChxxcaQxt9?7xC4x0Bd$_4$i;<}fr
ztwpUCtI>1SK7CP*vx#1QQt!5I)XJW;)y{3^3l7~p5y7?bz5fTtnqC#2i@3rY>*wt}
zQ2LNN>gv({RYx*7ba%Mh!U{9@q(;2l?aWAB?c8_Wdf+zU@fXXExcRuqd!Ajx-DQo6
zx|SVwY)8ZopAF+P3mtW@fB4>b^qJ6Sk!7t%^k53Y@0*Q3qwtJ_I$NzhEL{4Wtk2z*
zh-kh(wy)z@p{LJzKAClFbv5EO+U^A<3xs!*kiUNDEW2-Oo=_`>v$xM~8m3nCexTLc
zU8;DXKaaKI!J8=5uG^t~YzxK${8Pq}`5`R0mvI(DLe1yTvS(~)U*#C-!`q}q?7X56
zx7ThkSCKQi@XEuSemAGUSNXG?HE(Ivn{#cs9YLQmYhJV_c<i+(zFx$^f3GUyrPe;*
zVo3!m^_kGe*J_PNkJ=Z!&Uv_L_{GZ&R%p{+R_?2QwZ|#i?(#<{qt}`<wy^8kl6D<B
zeE96ZOXuuFRJOWNRk4AE)u+d$*YBQ>&K3G1(ak%~rXJ{rI`Zz9%fE7X62;$j%AkV!
za#hGJX^z_j<7^k9YVU?6ISQ(YbRXTexQ}}mQvLc4OYXj$tJiY2-#6#KUbBL{q*$Qj
z)WE~0N<zu!-X~kij&=3gR;Lz!^b4cb$7kI<WZGZ<DdLi>Df>&;je<T#t1sF0p|}or
z)<qI&t)q>1%H~n(44l@bw!A*&C#1`fzrDGO&vQ?~fIG<+)8m0`3BzQ$S9FGFOQ;4s
za5~7l_R5lE?J_u_y-~&LqgqW(p9t!4wyYOJNfws>fqY^(?UhXNCx^kD;jHNRPc_?>
ziVlh#f*I*wRlYO&`f?XP!qvc(eobe~wt$O`hOo1u8SR`O$xF|^{V3r1?iFvyMUI7G
z@`>-nJ&guiRAkApD>S7=j_G4vrJEjS)}OQ%JkIe(^doA1eQ{>tUDKEOUEIPM_`>!3
zS7{BF_{E#c7au(AyDMyuVw`Z9wIpw8mcwvA>7o8!;b7YS0=`4`l@#<L`3o=8q(Bw_
zOQWESTl(`|8yxT3xykHPudNRCkEx4>ACWtRzMq?wxZ%B_p@V?@0$lt1Xm#gXXK1ML
zgjaVywXZ`ZOGzq;rOH(8U&JO?_{GdK@bSu+*!*yx3eMq!4IAUmN^eZON7Yfk-o}60
zCCg!@Yu`Xjn!tetw+9sFa}PdV(yP|%L48^tQqI$jlFJ+Acw)YL{YQa>H4YnnD%&*J
zFTahnk=4^REQ25TCHsA;*IU$J(PKxImgY|Xn*#4k%`W)7Y6@ppFQ*y==4fyA-a7A+
zOsS;AR<UfF+SZ$)wOb?<&hPD{Z#oO-SrK<McFeciisK>5<HAs&j}N=my*=&=mzr<f
zbS&ZEvDobgwl3NCcF7qBY)#U=+Vzib5=jd_U>0?HUCmB7d<=0Z!&Zg&$w7sNX#HsM
zRNb23Yi$qx^&hQnV=ua{mKN$lR7<FA)qXDeA-*Y6r6$(r=)>sXye^~Xv;?2KyF1^u
zrLC{f*&Lh7SjX;z5!20I8vptZ;>D(fRpF5**QO`3YJ_NuE=n><T^PFd4Nm;xv9#8#
zPw$Zq57w)lX?ht)i|$(^DDW)Kj(Y2<b-lC4&J_cLRlL^LYl9Lxo(}8k@+N^FluyS0
zG8(_>&T;85g~pVaivATJj`8&eA3guj^@M5K-q#D-FLqSd6~$~E{pi-dxAI+h-{?BA
z#ZRewMBkTR3%XVrIkZ{m1Ix`TvBK{Sk{!~rZOqrog_hb@uMooshc_C0u5O4hH|2KB
z9^ZO@m8Rjs6J~|@G5x+Bfhi(I&+RE(PUhTI5+#Ha#0<Ye8oP+o+mlxg@fs`IEnQg&
z@@4zN5=FA2b3GQRl<NBLt@VFPDQjIC>aTRQbR;b9TH4dn1zoQ$q#5Z^mF^eRhMqbt
zeR`ZNZUe%|=WH8QI#M9C!Y&$iF2*e3v{bgoTJvWI_UD?Mr+!Ha;t`EVzjcQ~>_uBh
z1yq#o2$ou%XhrBk*R)@DSf+s?6=ww{7;rw3ImGh$Q<Gc&!;V)S#*15p2c9JtYK^wb
z^Sx(u1SRk7rBO<#>47>eYU$jxrhe^ig_Y+%m_GGt5UrIFxheOiO(TQ77Nro+z4um^
zxB8;1QNsNZ=5K}rJ0JNwlOHdWJG^2~k%Wh&QA9Q;j9d4NpxNouudQtP+(ft@tE_ze
z6umiwk<y+38<Z93G-ce(9&7LUFk<CLu%|v<zVamENGRNu>jY9`gdM*p%(DML^SgY*
zn_C;gxx!hzuO1^wb0o@S5ZDeJ5E)@{YF_m6rpZthJa_D<IFR$1-h(-~tC#jGy!;UI
zRDshrx#gT$Jdr=7yqxOgdt@A4vc)pmbn9}PO10*4)0Vfv3b$T){lbRUD+nYy?Pt79
zeqWoLF`{U&CgVhmf=9uFH@RD{rnd06`Eg!8V`PckKkA#ib`j?7*uK&_VS4+%ib^s4
z-b|L%q;qVW4fd{Tjf*Zak_9IQhLI&gy!$ovUbAGzr`K^i9BwjMyT9)&hsgWA;enh%
z3so;PRX&C_d?~*r^gjE`kk2j!Nn~<#r&n4rf%;6&lPH?a*2&QmROohhGf&^8PYI2}
z>Hf<jO&|FcmVA!(PiuZN8q+V2y*O%X6f$}n@!=%W22-;5lj?r8^(~>5>~7j0Gcxi^
zR-Xtp@WhK$1-JR-99Y&8Aa*aaf5?34Y8vlVmUVW=lC>7KWO%K-Mm=kKbni~uo7T54
zYCiO+nJ#SMsGuUF_nY_#M^uO6SJFD}JSkXwQj9-oP2RgAXT<GwNZFKz;-cGH<INnr
zWoAt)_h&4N*5o-h<n?Ua)z9vXzjx+Gl%g}MC9hQMfNIh;$Jc4<IYsb?R=&x4c6R!4
zL#C#W@7y^KYZz4W%v<#8-kK=Zco~OnwNJ|rGT7}-KT_w+*KJK7m5+T__<H#lj;Kvy
zLXTB6GllN)_&A+A|KZGgpH&WbId=-kFr1ev%W3-xKJ-#-9pDQ{$rQv(8ECdhG=I@@
zs1(~M{k$i*;K-Fj2~TL_r5h|$gg$TN39#<CT=}}^QYO3I=cO<F`EMm=SC#4ZZ}T{*
zH?+6F(3x+==#HCKp$+-&dq1_1RvJFBB&kG2QS;(&cb-S&<yfyda2Au-z{l>YGcvw>
z(CiW1C~&-idbvL9<gmZvoh3m=lAp(Yb(}btnsM%2;NccgS^6d<V{4Na+X4N8W0^wB
zZYve}dCSC=ezB}+<Ks);_2nVYh0=fk_SRp2ZSi8Q+_HrBt<9IrjLnxR!-me>e_0yn
zPi@5v@N^6gL&r>S#*k=v`I(PNP*!uLV6YB&I?M)dM<A()c4p^^!U#AOQ46#I!hoWQ
zw<m0Or{YcB4b8Cb4p;@8sG2I5va6!2BgGLQhq*cuNi;=Q6;TY1Y=c(>pP^>Bs45o>
zrcA}zDw=5NOag&#Dx&suIz<r<cX4r%azROvsdjLrf`S4ZAq|(7mIM%zG&d3*<0?s_
zi7|0ZV$s6Wuv7wtP9T$D5LS#0nL$?(6$Mnj@o$1D$_#oWniP{kDJ<C$4lclvQYiR$
zdxHU*5bW&fv}vAa;c&%J01gD4%7pnoDjaqi2Zcc;GDnTW!tq4BBc4R30X)d>BcRxm
z>13KcnKF%M7BAD6nH>FSRNuxiHJ%^!HZb^pe@Dmf4~0h8b_NqSsRpx#F~tH6N+ZBc
z@H8@mip6U?0~v{Zmn|@#7)WJj=oW@RaAe9Ex&|lF-~`<F`2ui^?;&CQQ7pg|zBM?2
z-}T2z2SLpl35kNIO^w9$4~>LMpgB%6L4m%}=ok_XL&Y)ikT8yT8Zdf14Q_*>5wLI+
zP~-2)_aMf38Xsi1Bm#}hL`B2e;~g<HH~{!Vs%K_wH;w3<Q%{Fe?7q(njjlubL;9mb
z{*l_~Qs`J2VCI@+Dt?+R;A5~8W258XGa;A*WIC4bGYBc1wksV^q5)qujTREyZ*&qr
z1@>c%rc6nHAKk=k{Mb~CsbmVCN_YD{Hp(Q_kMTj~`h8r`y7Xf_Is`oN2UctgflMt7
zU}=~oY{f}+gqEI(f6N6)17r8KWpX(o5}2z91w*CbC)l5IH<OFbGzN&mgzzWPtExi_
z9n2UkYZL9t(0VclW|{*C50lGD926?vmf)%idd%uJ+5EfRrft^TL|659+zZpY%)&aW
z*YDz<n&_EAVzLdbv!-~bx$Xa}2q#3z6vC9|DMFm7no%(n3LZDX^6X2qnEe(4XAF_S
zoH<o9U`2CKe7*QXJXny8wj)#BR0$-Io+e?4b5KoR{~;#a*9b*bmxLpLo=~ttu!Yg>
z@h}`2%YYVpm_3FDLM=QA=19g7fI8z~bTW)U!V(!EAx?)RLLk|J23s=Kk%?grLo><z
zh9_k>G-pJ@+$o!A|IJ)Zpq|#u39m4-@3-(VZR)SskEMYz%m9xgU|<Fq62^`h1N{Y4
z0uJ23V9rRGHa1H-Gi`8|S$xZwrUDTV%gjPNtK;vY|Hte}Yf{H_wdUvy)7ob7`+buF
zPG$~<f83(X&2_b4AY1|VLcjq#f=q`B14aVF5Q#8nJQZ4PX)qAxz^Hg&eUR<ZU}Reu
zX4>@T4Czl9(%<I$bV*Q5hQ<H?HCHqW9t&m;3pqRt@U~13`R|>iT@z~cm*?o;xI|4k
ziz(ZgVOIYtLou1MW=$f7Mw`Rh|LWMji|ilwab_S+aKw;Ez_AfXFc*6Q)_#Wjf)Qv;
z*M_J5CS>|kuIyhG6BwK5ni{|~pzSD#4JL9{6LUQ~_MWwf&0N!`;%aEOJFDZLiLC$N
zo_Q9Xe|c;G(q0rI0a|fDplwSa;{T#0{Tp4{gc41yF%yf+*Kxx@Tm}ssink|hi*650
zYC15-;Ov2E&Gj&U%C!ErD1pMTAx>^248e}+-!W%U*5Ys5DH(qqAq+C1IYazs#gDPG
zqvGwDiUcJI=J58vE<S&g$^2gvKa`}IGsJ&Z{5E8=gZ4xyKZmdXg6Jnl2JKOx1OYVI
zugm_dlz|IK88AHo&HnFM`u{fn<V+@ltj2$Ea%Q@vi9y0h3`ZM0b<SA-Sp)edOaBGi
zm??e&jmE%FN+0Gz0E;#WM8)6Kynl8!C?J<*f+5-cC+z`@4Mv3q$IQ9Rc25&?0=0p_
z8KgKTvoVloBhV*Z*F-k-Uu8W&u}E_m`Y+gyuBoZv^dvDS1mw(^%g0nkdTMVudlvt-
ziws`(|AUDFwE$Q;l}rNr-~X5Aia@jZZ`zc`44ay<Wtq;?{6At#I5Ocs=<>7(b_6<x
z2m?2s04sv&&ORWRIW=<z|IY>tpcH5hKmY6cV{W292g9F9V*af=O285fL!ZvD%sBbP
zVo2cR6D&;((%duOe|8>h+~{~sz}4Ji<o|Uxbiom_-EX!Ce`ZGh*28FZ3dnr962NIP
z5I&RuqY>Qk&{mU-rQ_-UvV<3iGylU=VaVJ=LV+=~S)f6a@XfIKU+c1HpvIIy|F>k1
z|5nE}bs)BZ2K${+{wXi@_Z_oLV46|QG~xQSr;5ntmOnwqBZ?r~k7Ho*RH)*}3~#vw
zHhHEALrEcJkZ1*ISu{#gT1r+DDJ6rDl19Nc0w|b1!5I&eMo1$iU=9=v-JXUAJMM|Y
zP?)R~N(#j!{T2D-u?&;q4!oNSnTn&SPQXlmoe2YqrzZJOMM|M3k$r8O0>xn!C(2+{
zL0QaHA{?r=QigxMGy|BanqTWzn3XE(MEcj3uZb^E$frmI`&kuHJV{hllMGJXuyiuj
zQW2((#e!g*3bMYS4o3^Boz^E~aL^YWD%p|Q0@WeVpmPN1vMm*)t!c15W_YYU2;V^%
zVuGiTsdVe#7SBwy%;1PQj#*qQgMl$O03g>#{mS@v3fWZEX*4pHFmc=g6+~!)qaFs6
zdjkv>WJ~Z=x8GxBmNI>dGQ<w3AIHz(WKJc~WJ!=J&=_e+gn}eO)=V0yh(amKNbmkV
z(lbynr7)8UL>0<L&!IYl+v)l=Q0p|2SD#z>G(mSpmkC+VzzR{pQt=ot?Q;mt;B6)$
zO9F=M1}TCCP@GM_9oV#XsaoI(ZVV9aSTMc|rbi%wmDqyuJycc%cY87erfH7{8>_j4
z{7TV~fOUZFrn)&2Fb>~?)3gV?+mK;9ze`jf;|O8~8cc^scEErL;rHoo!-EojJYbLP
z@;xv;aP&xm1Oljk56%q0xr3oj$oPAZ+6+59=|{rb31-U)nz7wLhQGx&(K2JUnL08@
zCm=PMs6<x<w;TY=lA_~XnShh6GaL})Q5axlpQBGRv~Z?AeQQQ1Sens+Nog)#Wl;2{
zs0ryV9=IU<?-<@3pea6~W&^1B(Cr6(X8_IWJ9$3;quw*YX7*?DO{SWW$wXCs47A)p
zSzQ<g>xiM!nX3*QfrcZHFlVHcoIDIVd86U!Oos*l2v{QUwveBLf}}s-`<OLh_5cYL
zl-@GY1OFrmeo@p}P6~l=gl&f|fhncKhy;?u1ZpN*%J69cPI5bA6b1&0QvrjnmMVim
zz$wb1ZE<oK6kgI+8iA37evVX9!3HTWDKC#h;;?vIX&YH-CeGP?XCwVu7dC+ug}0T%
z;AOCq3TPRmq>MaHPSOSt0hqx*BtVRmm!Cp9qwj2_lWQ$t6gdU^wP`l!><SrG9Nreg
zAcBn%5Cvd+&ef@|%z6pMuSe}5=zumFs&soQ9?FJ8MH%0?JiGghw3i`RQK5T=W~|Tv
zB^D2gMoD(esy=m11F+7KY{7{=C~1Ig{Q7wVQchxu<Q$Y!R;fI}(45m<Rp<n6s^{Em
zvss-ue1L>GfobylY@mt5nXf>T-)93s+W_W%M-?eEh3#wG6f6)vxN}0$&=}e@Fd=8R
zFySUVht`ZLWY9d(2yVdw_iVwZZ`zs?#6%V7pZGh;*q`V*(dB3VKP@_D$Di{1DZjrW
zfuH*GSEL7n{gmHN`TZ3M{Nwub^|o(NUacbP0^QX8t^3Q-Gwv^E#_iy?3MlS}ZPZeP
zcKZkggse0YJmE`vw*(A68QH^>ZSl6Y2!sq4fsh3c_(IEocQkmHM<ApT2!xy*_^trn
zq4vo(2u>CSUO4aqpXC4`bRB|6fj{8V#5=eq4RABR1Dw;Jp>_zjEVu@J#)Ef22Q`Tw
z;z16g31A>z<RDtmJJb&G0j|k{KC%D+!ZVWx<~0Z&8qZ{3CJdk@3wVKeWzvT50D2G%
z^j!uT2k6J71>l(DgXlo*Q#7G=K=)htWFVT*bs!UnZ@Ec+=kh8uDKjR1i2l@AAb5Zn
z8aER^pvxR1pw0XaU}wn$f(0*#fACOHCd_YS4`>0l5Gd&S)aOZ=F=Y>ZhGY-HfEUC&
zL`&vdv>+KkJVMu|c!Fd+#lH<`2S}K_&XM(RbxRcn2OHMkS59LyZA&Q~29anpQDVQ*
z3@ZNx|Nm%abnooc=-%JUjRHfM%DTcf{$D^2p7X#w=G+JfnL)|;X?p{*V(JT|$IuI!
zN6^O9wMjjNY!HQ+oD)bNpgzzGf}PTDNC#%>D1>Wrj%A=Zo4N+xnR5&EgY*=_2VI|<
zzo|Z8?wEQtsmshhbMVMc(VXOEYTl=K|7M>lybxW;1|VGm{UKO1(48s2Gi?{pI3V62
z8c-j=Hxm}34fTceby7|cT{I5p)Z|U7;30(=A`K5cC>MB4=y``SXxSOg5z11);FcyJ
z#Q@g_`74mnKq92&e&@M|6VE?1#!ww;FzC67nou1jxL*zY=$A3Ly@LRyqG3pBKn(`B
zfbD@HVJPsjhQUptqdR%%d5Yk6xIM~9S!rmzNLd9uQeGB=Kq?^Q@zUTWuON@Zp=DK-
z@hDj&7LAsXm6nya!OP&KF$(gw7=(?qE!IW>BV(g#J?q)OpMKqMUx{B{9Np$NP?lbr
z8R(c>A-R6D=_N0YtOU^|+DEy^_pUODb=U_UTg#RicED0=-2<N?FXAQ)f9%nrnAbT=
z;JrHVtAR^`g47KpsT}Hk7oNIxDM)ACkUG}g(Nx$t;@Js)TI|r6@*=}AA9zG}?jrVP
zKb9T*AxpEz1RA^5x(1fNOYsV_u7dSuce!xH?JG**e(L(s!jHt;Z_$O4U+~6vLum!S
zE0>V(FOjm|)}@3`uCE#xBY7IUA1->1%8x7>V@d3a^Q$HouAr!l@hapgwYKKnuMhCx
z7uvCZpr=6_(-BT-A~p_|w%<A5sY_cw)@7)u5Q(<RvCEYXsI$H8ASV>ZUE{Y|cU`IC
z$#bTT*~e}CkL&G1#+4M9t&Gv@KOevI`e7xzn+5(!v@Vw`_e|s$%Qlj;$ir<Gfhu7_
zhe+3xj>MQgO9@gf$<gOl<0#JEbs(c(ac#gZypnuMFe=7o;8DqOm!#;%5p+S2K!I!%
zyry_Ks#>{pG3N&2nff=kR!G%poN!kSGgK^0JgDz=p`m>pkviZuxOQZtd49dm{HN5O
zw|eio1~8@rlof~g;(gTeZL1$CMRxW#)i~bl67N@V@!~32@X?~-T!E8=-;k2Twp)z&
zHHW{LmSZ;M9UNpCcWhj?GHKYargLYandLCbGflmkcjrs8pXU04?ASt0elK|BqJ<{W
z_9r~WqAq3;#O;MX>Lb_ktkqEQY)u(dIv!2ndexSq-<Ei6;YHG|T(c_|I|Y#&9M}!e
zSoWO{5_b$eSbX%fV(6uH+8<JVh@1nNCE=?F@*34nQA1x|jn;H{f3n)Ya5!c?<50h~
zqT890EY-eHv20^P?v2%{=X0&Yas|W}bPnx$7z2NBK~N^SFKm0b>54lW3f(HwhfN0_
z)Rd3X9=9aiyuD0^rqNDl#I~4J5Jl4!gph5^ZlTgcZv}X+Q@tkY^sD*mO-%;cBMYv0
z<&_KH_bGEV`FJED0Q}%|RF_c}0bQefLa@;AqmjuIr)=k|=TV!VD>*IjcrK2xQdC!z
zI3mHZ=28bO%DD7I)W_b0%qOO{l}-+J536<t-@_?Hxg6hy9$J%Ed98|$PKl@86c8f?
z@^<l_m+Q<IxiS)BmMvet&9vjfvOD99boncquQ`jt2zpsoX!`g&(hCWWW_{nI5@Yi1
zw%ZgszC3R)ppJTZ*DbAF?NJ%CJNxMMLyQh0??6m$kdl7~wXpwi&f2lzW1q*J3vq++
zrdT;w#ch_i##c-6pC~`H@af@>+r^nt#kmqsN?bfzmzI@#j;$KrhT(K(uesa%D`Jmv
zVf{y~JsSoNp3)vu`%-o)^wLBBbGZ&J*p1y7oYla?V&j%8_w(k{ud`PDHVFJHaqiE)
zKPB)}0zW12QvyFF@KXXmCGb-MKPB)}0zW12QvyFF@KXZ+CJAtX$5Bz~uAoGU3#1dd
L)~(Yv(&73)fU4uT

literal 0
HcmV?d00001

diff --git a/assets/cache_overview.jpg b/assets/cache_overview.jpg
new file mode 100644
index 0000000000000000000000000000000000000000..4fd4330a409c001e7f86808e05e24b6f6a657536
GIT binary patch
literal 45049
zcmeFZ2|SeD-#>oYce1Bq%93S55h6?_q>>~FF%`0fkS$}T$dWaLqKuO4CRwwMok;e5
zA6xbr%NWe^ySl&6_Py`>dA;uE|Ns78zvuNl-&5BZ$LD;``FyT(o%8-I=b{bKrho&N
z^$hd?IywNj1pWhP)4)?*U&jXkU}y-)0RX@XFwz|Yn80r!37}1P_}{+k(a8V|ztz(N
zK&T_Y_%Afqz@NVg$nCc_fBVUhM)xn&AfGh)f2C%qO=I}i@AOB0HKVNpXRbTAJ$CbS
zaC>xAS>Ysb=7NDC<1g-D`R%*ZZ(k4eiAD~`0ACmvpR&DPAzeVyY5`tW`Xdar40PfE
zJue*tFCDEBfPkZ5qWi7<)(rfhqi0}bVrF4wW9I+~N)7<@bPNpij0{Xnzq+9d0RIj!
z@-p!qJ9VC!-}oMjxVwPTv)K2n5*G^V1aEZXC6(`c1hTOU2_F<WBz0U`Mpo{$imKWf
zbq$@1x_bJT3@)48G`(eZ+uXv&*6xA5gQJt@V=r$XU%w|o&x1ok!(N2P#lK2OOnUt$
z`9u20j8B<a**RZ|ic3n%%D-0BH#9aix3qq1>*?+59~c}O9+}3?%+Ad({9IfjY;10A
z6L(0vd%xrY_4zlkz|X%)_B*+FLAmG|85tN^e#u2g@AFG=UPh*4r<nQ98?)SV=NDIc
z#wu_j_I+U;n}qTWyx@J0ZgwHb)6-IfU!wgc*<TYZ@c)x!|0dYK%QXt<0QA2V26}o1
zCI$uuCT1qEFtalMDy;0RzZLd>DV)C*?q7xH-wF+6LI?6-WMpIk{~zFB<2dkNF0^rQ
zT58fp08R!va56FQ0x*C={tzw${4cr~XkGscW$yl8D09zWk$JP)A2-+l=OE2oBst<B
zyu(AjnT=tcnT|c*N^y%O-dCL`*UAQ21n7RgGS&qI{)b#BTJIl~gL#Q{aT~#0qQup3
z8_gt@#@rxqXDSXowiIDwQyG=Lzp=Vo_4>Ln!baMOKBEp|JvhBU7GUnyK8~t8hkCFc
zWHILK^S;@|i*40*Uft$v-{Do(hW9*zFHKg@agsdu`KSZ15`|C~f(<d9)L-CxZ@WqO
zRx<PJCZ_7*oI^_8AG6(D8}IHq^PfC8QMZxaMLxSPM;${K2{$ToEuoo^a(Bo^c=_h{
zF5H-O=OP#16RGE<<5a#T%<P)T*9b=&4jn#X3mMXo0kZCumz8t6%$Z-{%P$GK8=W>&
zjga2IMr}z|qGZ*GFGk^D;ToACRN-OAMZuQPt-$+<8#^7b9}^7@zQ)_w8rP_wDqc1H
zCOrioDWkHjPQ!<<Ov}@NRsQ``q{>FI!vyI->xp?g|1O-bm~C)dv3qmdGS;2(l^th>
zUmDLun{AxrrJl=mymV48Y5||)H31|wLIFgW`rTTDv@^q3+U`DGzWvVl!yWO{s#Lpf
zT`d76b>q~x53mwcM)Cnd5?Nr!l%Uu`14a~^ESgjBd!l;&5FTHD!#8)MZYUM_**+dV
z^riU+|M$dmjTO&<r^sD>NskZT_*wKsn68}{YsQMv0H@Af0~)Z>PXnx#Xu!|*oGok+
z9B)Jegpl7+M;=3j$;_mLEa?Wn$aW0L)9h9Ig2cso)#puz>Q^M?&fDsr<Cc8XWYmVn
z-*}Cb9Y>B%GCr(fYb&LmsqC?yyz+*~6yjK*AfXh0)Q<l21H?=B$f;BrhMlku)>oEq
z1TNQpz8clY{gJyo+nF$UodyKzkd)2wb`wQ7NZ7=&ex$-!;~*DK#I=YG3yppK#=?Yq
zjZJCy_3X+0^g-BE5=>MxfPk8E#Y}gGtHmu@OOa5y1|JQ4&hEx{xbj*ns_#|4pA_+o
zt2-}QY5-6avU+Z3D2RJ`ii`{$U3Js>=}bV)pu>=I)KOFk5wkDh%g|(&%1N@H;&_a1
z-0_ySYnoj$L)?4D7`1W2I9>Ev!kk?|P6?WjOJ$3HkKiDA<|6J>5;fg$Mm(g+y3!t}
z^v-GnzP+<5N^Oxg(R^P786(%CVp_k2v;vgk4>dO^;o4eoY7eX^G#Gh&IV-#1a@??!
zzkr<9T*~W@v8KMpGW3RNKxJt(Q-I|;NHh&7DO;7_KSws9yceg0(*T?0l3tYvUm^H`
z<*aGzj@!^n5vn|~M_7N_#wyFkJ~s$q)GVX{b<(bwJXEpf6#@-tR-?+=o!ATfe$m?5
z!?Hcj>{TQU=zWMb9*qOFeR;&(x4i{bEZjWW+Bov562ofqZZ}pu)j8tpP5YOksY(Ht
zc`j2vr}5O&fMEC`tRrd&MSO(^=gZ9gb>C#8Lu5_D+xkge0@G}iWZ`b4M2PX}$ex@R
z?E0E~m8?N5dP8*aI~TBG*s0=Fq23b6Ft(nm;9$0Y<pSXZuZ|kwqi|yHi<e?`6Ed%9
zKshuS98!X#*oi8V1m1>Nhky8`4&%!lph5J$byrAU_inQK5r#;q@9v+@zPNOnZr@bb
z9m1vQmyR$d`A=iRsA4W7J}(~cyIi1qn_&5Rz%Yv1!(S45pB3{BHng-x1Bh=ZHOQ0H
z-gS4$8X>$#S?HFg`i3pne%QEroe8HRRPn((qYMDq-RFKqU~&G!vbb$zHlytkG5z<L
z2AR|AVQ{=j%m}0<S?E2EVpNZ%*FH265O`MW)PTq~^lg=8#DTVsV^Oo?;%B0j!m>n$
zbI%gvDB&uQA^+O-{VUYgRMo-L{utJF&WhAG{*RJWcT~T$eoh+UQ+brv@I6}hQJcYy
zjB`gJRi;OJb=(dcp3QU5lzRP?r7wB+iBY%^4LFFkvATk5e#iDjObTzcx*Mi?mG7I)
zvAB~B1>e+Uw1+VbG+@Y#c$KiT`UXE}R7|SF1sEBSl&4-4xNKEx*Pj<i4tcMcuemX=
z8>`xA%Wf;vLN))?BYB#Raw<J9T$I)B-pli?M|T94$Sjmnlr5TMi++mYMoJ-s21?HE
zYV-NNS-<7HYdRM`c_Udm#wRZJ{iT9?QD=<NDn*O%a@b$F6=~cPHS&d&#40=IeFrB<
z$&pE3g^yhdc|tufu3ZnmOUTy5CZF9(&FY`_wJ~QqaYzM9biq0ea72$T%<!yg@9<rj
zc4LA1qI4S2$InfcNA<oHJXyc-h3MF~XQumMYz);f>qXKW+`vxroG)`9jVZEBeW$Ux
zoyIeCD9Y}|M+eis)~7<(_0DN2oduUstV>KdOt?mo+O5q;c}`_=?)5d^uG9&@xma^c
zg?IFQn}f=lv44L5z|>CZ4WCw>55qegh9s%j5CE+o)WFvBh?3BkND<EbhK@O7@MGp{
zuUzTxaT;qtKiAqmGC3AazWWr}U<^-&e0FO_@lpq2UuZzMCL1Bd@i;*tdS~Kb|60w>
zL>xyL`^SzV;4<%sszmPbmANQCA2J`T`OrkvH0%Ys$S5)cHj3r++I^)rJ9n?#KIGy#
zRIq~ltPKsYV#xwUV~6f$gO5%M!kzFOR*H<x_C3-ekF6cGk|Ww2hR8v`tx0^f_c%ju
zq&mTOHa2Ji>reI~q&K7rkQj2wh~fm-)BZ+0HI+`cr>@1gER3eL_!;OP*}iv9tWy_h
z0j?)fnrsCQG@vLtop7bejQ`HkB;R&!weiO{FCGL6?Q0aWRJO&{_~$A<G+Q$LZ;5<R
zw7x$<F%58%9EUYol#;0pAp3eO+C9@9lCBR=>{^}sT)7WVi0}Rs;uwf3cixe!ik}Is
zg8|eoG}pFK@Fed_$3T4c)4G|n(xs`|_fuKwMkVcEJ~}UQi^=@e(<iFI1rAi{?uVNC
z)BEM?TOHR}*IWvYxpcR4=7@-1S`xV=o^L%lwD>t7*SI`-K(sAo?oq_oA-Tvxh7*mz
z+4yJhaBDuw3mP!>9$RF2WjbaUJ);`$H-%L-xLedebF>8;r}-k^btXnS?tZL}>g}v=
zm~;4+6_I^Ige74<Xa+lKG9yivOhg{83ZeF1=&FnE$b1&mY`LS_t>4=4s!XB%rKG3>
zK*^x0A-g6I(g5c$)P4ByXk#~tUS6Zl&5Po7z~FKA3E4*%?de`hdR!E^*t)X*Jv?nN
z8aaUdJQ#sIO#LBth7^TEk8m_kD4{QXF|aM_!+ca#v-=c9Zy*r&Eur0(tL3d(FS>+f
z#f%Wq2!j-_kCYM32vO)@GK#6ndvIXnwc8h~kH)*l%1(GPR2(QQb`$F@xvliM!?&yv
zGn7tTp=6O2vqq>r5P`@3&i-c|GrPCA4xYZHn9bD4<u5)OGoC&B_F63;|2@ermKw5T
zkDJOmN$TR0<7jjVoUGn|H;gXM`pVg0V^VxL_;fHv6PROism;m9lQJ(wdA(ms&dA4Q
z?<P7baJ8+8z6iH%DG5OBE0IqQBDs;BR2GsM?yE~d37p$8c6eMX_jKZ_c$}q;hJ@h4
zk*qzl1rX+~9NWK+{4vRo(3!yw*|dzf#!pZ3eNA0%80pf!tnN`SGuWCeeS0(P?XHKo
zXi7?4E#!+jrX^;ih<XFHuYwwk#O^6ARdY=3tf2SJNa-{15b9avAc}u=+gwvrGJa8m
zIqajk{^>%^v$K>w-fZ?3DH|Uo-AlTl#mU1kyY(;#FAaEz38DeTVxj(@8m6&ymIgxa
zxf;LZ&lEbo_LC`8I;nkkzeiDL^(9aBGGUU+rb)jHE57jTsiyTK*p!dpJ};aR*$Dfx
z)5tSiX-q2gnaLejC4gv#xo-tkG?#cIaX&-i$L9SAXY|QOm7y%j0J(%@zpw5HJB*r2
zLlrAFtP7Gh;dtv@p^Pl2QkM@_`EPe_ZCd-K9QmR;7p?w5j>Yu}`+n&HmCbzmO1s~~
zb!}Dh#Z<QL^f+}Dhc}`J?<Kry2xOfK8mNSiv=a{!c$#8fSeSwE8AfU(Ym+b^C5;2J
z%Q&tK;h1iIx4GrzF0wI{5GxtUI((|b4}s=EO<^i1g?JFVHlmmvUP8vd<&0k7YIwiY
zomF^LRpXw7M4_ky!&>KX3eg?!vr>X@(iS3#QTK0r7LK2&+6!vlJY9BJ2bFWFPlg@z
ze0@{Lq%D7=viR~hO>$BN9mH4(3lXjeFU(?LJF(-zy3ac=$zIK>bsv|)P~K0s-{ojL
z7Argl34!4aQT*lzQA$pY7WF$)dNgxMcqDJI!lJc~vA)?aA?_q{)4=Vt=g}jtZk?%}
z+0nqBfjx{NN&kr1*CQo2;C33&2e416(u?AXiZ{Yw30_1GPG%bsbBV+gK)ik;JAJ}k
zVYdh!{3Mk_#06aRS?kG{@sWkW8_ijZ{8xq3)HS?uLu)qjV{f}ylxYCdBLV`=n?Ztu
zc$ViuI*tYiEWdQ(JAXKEV2O9t<$0~WQ`;c-u9lE^OSJR05e{At;UQll$rg|Wuym(8
z;Q9fw2P1dSMA#}lqx^ge#Z-io+KE@e{RJ_K;3rTPS}>6{vhg_SCc|@WG{Eg8Y<N}7
zOBUK}d)&azR!XyFM3Bu?cL{Y_hG7>+L8F|;;ZrdybcFb6pBD?N+8QKFf6wWCR`bFW
zZh7sJ#w(pt`I*Ak{F!vc0<qV?HSZmokp@ibBipnObg$ptP(kxHd#zsL4cXjgGK)Is
z?XcQt{F%CuOak%TQ*cmlQao;O)fX+a6<~6;gyfFnpulbrnBSc!%IJ$5opw!>i4%H3
z-ewGSq~n4TqOry7IpMs3sqs@5fbJaRJ9dR`U-Bnbw4g@D*S`_YS7kKK!{@7Sc3Z*a
z^x3&${&bN89db&i9`NZcU0STw(nINZ!AX)}zbYNtF4C5yb^^oo!mo68fior{w?6{2
z%=%BWMSu;c&J1P+Lb%Kmt%fSbuK3LiAsA+??B0|(L#HN(2P2m>TXw}?LsVX!j{PPO
z-h;#|eHQGnLdb%QixE0yVxk0ClOl(&^i|aOnDyc*e#Bx|v7L(!)aS6&^Zn>obVQf+
zdK3?WlM+*<gHNe16IQb@3n4>uN9$B(pq)omdt1NH2?|TS-ntIV2yP~k`E;mPu@`8-
z=TEsbAcMJPuwNVEJP4y#pbEC<tCr+nnf`kER=;8dbbMUpO{tnm?EFb3*bmZ}pOz8)
zASJj4AaxQQDXGQSV5D|MVda3lqN1y9fVP2D*{G-NW4es!<C5H11?90WmMVk|$@wGr
zVTQv7SIjeIz9?Rf5TCVg^Sd54$FSdRP%=2Kixfh3VoO{xczq&3`i8G;+)ROpBIK*T
z;wjHh3?-@!*u}{Z?c)Y|BQmuDKg67ecda57s9g~J6&k>Yu%KZ0aT75)j)_=q&GV?t
zCF`TT8HtZ8;w%yJJxzQUx?!nlFISHq%Rrv$V_1QZq~UcilJVr1r01vohcu(?8{Oae
z-(b8~MLBOeqbI7P?<yV@y7OwVT|=7u$r4Tj3bkNci4)j+rltboKu$Wq4ba!H_hP{%
zR|t*2E^k82Ox!Wl=Bw@!zIw&|1lCQMUgpC*4B9^YN?P01JzBYoVG}ef>#EgoXtH4Z
zEj%Qm$|~1an@4a_sA#dQ!mxg1TsX)u>Y}U!l&hfYN^G<dLn?FyL-N9eqJDlw=z)l<
z3PpZU9Yp*=3D3hi&UPW3rxg#hPhnqJbARhm@%3RkdM4rioAkyUzVj98yk&akVYj{s
zZjNcwf%B(sbc6=fD`0sw`Q_xETiu&xzFXexox&-^5dZp`k>@!G9N7i~t;DA&TbIL)
z7G{AeQ6?5B{yR-xUaHxW*QVd!GG!HyKB>LQcg;W=BZxP8AzeaAf=%TTk;f}zAJYIf
zvTOGn1xcIIgKI<=*D5zP)xuL+Rh!G<lw*`P+QMX0k`aC>fM-Unks~H-Lb^|d4Kt5@
zeddyoZ4^@;-8bzU0w>B@l@?f;5R2eq#Yc%onC@GUr0XN_OT>n21pDXPY{vs#E|}j7
z8y;(B{3#itejE1Y$O){1wn^)mG@cOb16a@wqy$q38EKi}&UAXvhm>~`PTZ4g)wXpx
zld^AWy|1|w2-~-d?w{Jju8QO$E`n-tKxlyTS2n6M5}|{8jQ1-We<4}?Iq_^3Ao@si
z`Ah)Mcdgu=2;yausM^ZhzP7K<wCL97J5Cmwd|KpzreqN}1v|fanIBo--@naCyzc$1
zb`ky#!j77HovMJBUM-kBysdS`AZ5DdO}^8iiKNV?6Y~VA@-brJ>tv=Eh!-N)rjNBo
z1^5CKXVSeXE$FmQ1DX?YrW@Gj33)tfr6Cb1Z0V4wwLr;~@D!Vkx9S(TPN)0d?_#0#
z{}D(34-W}2&<6e&$~^dwl6eX#OTGx2*9bL&V&gh*UYuji!O!K`cjCY|@!H_3;%^L|
zF9ki$eG@rNH)#w{MYGZX2cuCaPQq8QWiPZYUmOyuts3{^roYug?cB`8vbn21y^`VC
zawi^2+UjzfeR(^xM)7Z?9>$mCO!}g475B)$E6pp5Z*dK-X1H|Ie&nf|OkVRqu~$!Y
z#UP&RwElcbx||=qb|v}y>gf7g6W8r=exqJt3v8eKYB7<ue%{>pnD|vjalK=Yh7bEK
zNC?p7>e?=8P=h~SI@VtTb(TFOE6t(#P2|)CWy#m~wQn9Ndd!f21AdUCOV+MAVd&aa
ztjZKj`WiMO$W<Jxy83#Ib$Kux`1vz$9BR?MJ+7ezzgQD={qt+SB%zIupUaQ%6+F*w
zDa<(}9Z@BVGj~0TpD(e?`R3sLy)^06k8X%QZ=oErJdHafTqceFFI~{hUL0&yXJ3bB
z#HbNlv|ft|eF6(Vj<1Qe&%I-qwd8VtE$O_k(aTRdX8`^+qq}r_!nz1kJcL+*B?S@A
z-XJj%l4=KGoZ8ZhrJwe+H2kyHT~s(uK6+48c`ibM+u%AYpeho62A;PK6DAqy_PG=X
z*jpBU##Ye)V>fqC0h24}HHps;$aHDk;o(2}y#l1qe@-$TRJ_}pmj-;(`X0e~iLLg;
z+J$J}*}+h<E9GO2D1w)yl1+Ztr;t9l<xj^OF0YDXldM$gJaVw?#PpH(FO~0=Uw2^m
zc?h}y2}cPbKm^SG+;@Q(5Oba&R3bTWPAAvt)TnujV4ca)IJ;O=JJWl?6Kq-xM`U**
zs{M6(*Tg!n_qpV|N<1q_RX={w>)Ew|S0P8k>ZVFhrEbyX>)JU~5JPcS82b@gS))sd
zH~577&EtGuN2h7<WkM|4wbk*L23vx8!cK#p{V$JBXb<v?6b*`9TLpm>;C0&UhqVeN
zvqsdHXC~=+4WqNiN<YHPIpDFvcf3^o%P$cf!yeY>e)cGi9rl|UC|%QZBq$lh9D)U(
zP7xKFneHG4?rb_SZ=*`Mc9Pp7xIUv&$38X8GfJF5x<6%Q`D%P;qHso$)%VH9<h8-=
zc2T9Jb;?yWvr{^f=r!nP`QFd@E;=`RPe-_wE|onRwp_cpDIIHL_`^GEtdX<uDBV~W
z(-M@uvq?;(PsJb2Gvq|{(a3oDofvyZZ-<xrjc-B(2FK*u^^e|aSpHFw(*pbE)B||X
zK4o3jW+vEWRd<){8|1kilf=AXsy{fc!+GG5@6lN?eU)A_H2EgUei{`C=h;Sw)F_*$
z=nsnDo>%QD=6@eGaC<^sIKehn@Y$@b2Wx8@Pn+9;+hhcY3LK55Eu(~+VfaES!_t$E
z(&)zlra*u3GvC{3C2wE@Oze$x&pX>^3$8>LP1Aq|9y(;-WNBv0J|?EZ!#77UWW&)y
zJ1BkftV;g7jPFXCMR|uy6BE+8%7X%1YR3G_LSR#96i=R}S(+~z2Z<p&6Et|(#-t`<
zKatXJ?|Y-2HGNOD&xXbOe_~ehj%|=VVrEZpBZ7dUaq@){;y&nT4<{SqC!3SJzu5<5
z`&t?c@xe#aOm)BBiq`eWNs~Qn#PM#_41gp%XEfm#rUzGt@eFmI?P?7)fZ5V~+)=0l
zYAA+Q$Z$JR=1nLPa>;2GX2jb_lD``ejYh@S`ms~5#Q5$h-Cxkf-;J1usE;}g!A*+!
zpAGSk)a;Y&_GQSTBy)UOBaH2FE=QE*WkSqIbhT&B9hDAht`zRzeB9E^oYWg`=GwF)
zpXpvm&*e^%q<reMoa<5eAW}+;w%WkfSs*vv!rGa)ojLr2X>3gsTiHg!Tjt0leah$o
z;O-H?15ygF$8aJZQp#cW=#UB3&5w9$_NV0yxMc%WhnST&BYc6y_E^<dF)403#)3!Z
z>kgt0P}#`P0Wby`4Ef?hjS|hQhjWsQj0q}9p|=c#n%7M$s>}J@toA<+2OYgJ1b<Ce
z_!`oU5=5}!lOk$VND?zO=|28K)l*Oxy@6)d)KiXfPR0i_lqK|f_;Rjwe34<v(t^fN
z(olAA0NGVW6(cBMa-66FAT*uO>nU018K*=TmzsxmLSCEpr$6*ypY<$xrR)ljjEKu5
z__W(_649v~pH$0r9L}?d6{xcRIOHs(>XYxn7U*lcX%k{_MLy?;%S=@3?#afJ!wGpX
zF60lmNO24p?_nkT<I{<LMI>4KX{+-t+sl=Te8X^s_aDX{8qAc3oQ#2fV79ZV9*)rr
zw%hkHpoAe0WY%MZ5VC|4V%bbN!p&WDK0n8KB*@CiW2{!-yxg^%KxOXkxm9a4)b)n0
z4t{}nCbU*tu3J+VMF_(2M4TY29gS<a(!X6O|5PqmxHDSDM)@Jj+}My<$W!h1zY6Uz
z9oP`;#w$n!Xp~EVp5nbDf_nyVK`?F=N){%-a1$AXPop@Vs489@*ZsChBXF~LZf_Q2
z81C<Xmp&agK6`Y^*6(#IBjCW$NL9aM?i)j8zqhaTvqtEiLfLeHgmuk8DsOfEih{gt
z^!Njbwa|d2_c6?-utqi#%M|LVrqBLm@^QjKOx5{)tvZ5HlbB{-$;~7%mUq0UsIqqf
zB6)q(@>=lfK-W}GAOk1Qw*O7!5SfjVKs|u$<aesTJj*L^(>#wkvZOJP>#;NPZm8Ae
z%N>K(J5MiXUBAQ_sOQ}36*B~_b0-zS3Hl8@Vc;Z!^MtRZ?%eD}DCf#&JRelrl<aPj
zR66+4voH59w}1?Ao#i|101bG69r0;G75UUcNQRnPjs%uQH2a#uaRSeC6)s&yjXw6P
zswo9Nr<Dx3Dhkw!=&g#X=HSiRXX-#t<YmfJ?Gw&eZY1cTt;Z6CpKg~&5u^OrqG$95
z3S9H#U6Tbljrnd%+{Ql>SXI}3xUdC=`_Nxp6L4-^Bt_jWZE;d(z1akFX>w1mNw12B
zqQZ3fkezVHX%G22n}ZJ%4r-mj<&r#!P}12nvJfGr4*Jc@(4zsz*lV?1@hRPBVQFwM
zF2Sw1y1BOIz7q5}zw2~d-W6L0+~lbKG^7FY9Q&D(h~=!(a-7}|u)mHUpBpN+`rtR>
zp#QotK2G;Bq*$#EH1Noez;!mxm%k2j;6w6e!^||f%tzJuJHE-E=%VKxeK_Vsh%ch!
zi$E(=tY>ZAo+Pp!$yq}ZM&VhSkT62%i{i8G%h1*WFL}MgDV3*t+x&zEz7yxqOwpf8
z;N6Tnf5c`&h3A<zUmp_Yh$_Cbla!0olD?4CK(NehK9M|Np6sy_qI~S7@&VSD3b0Vk
zE|vyJky;2@3eQ9Ap}f}?A)R6lnmX(vtUFj!ThKi4!-iG)+o3`!I?l$KQegTfPbUqC
z)=;Yt@F(6HM9LsLAw}<q&!*og%pZQIh7(=OWjvIW!bNshX$>*|So6j%-h;E0&ZU+f
zt++OyvadygTqAv(F^Y;(8K20Xsa6=g)OTXRccjtMqM&XrE%K5`-@UR+wVO|&vk@4Q
z)I#0zB%2jkwSur74XOQPVE-B10f_aYYS&WDl>A;c-aQ+xEOh=jp6!0!n-^(3Jft$b
z*)*h4aWrL$fz(@HdMJr}LXq34Y;UOzt&r~JlF7gs_f*e9EB)XW#-;DH6|@0{H-UsA
zMZ4tr+6{YZ1UsD_T@H-Io@d&6am3-QTuv}Umst(jh4NC9i;(4e_<DTf6YxpZ)WNTc
z$xE1bx$*T-&tyc2$BKS;W%WA$mPt#`yGVBVF?zVNUIX5Q<v=(jnGdKyczsRkm#1%A
zY|N_<EcL_v$}4PyQ>1zerDiAIzmRryVAxC|%2M8Gb0P;|Oqxc724Z0M3?VeC$}4Xv
zH_O`E@EF?g61qKnVkiV+&wE@%_31e~h`Xu&kCB#egb@x!lFVo-D9P!}is2!Za!DKZ
ziF`}Ea@a}_c5L7p_Bbxfv-Ua*V76%g0yUKi<18`a^-VIx`$TKnPjN{%$G3atJEV&B
zH+@R-JF&ZYyB^<a_Wc_-gUiU}EK^*ybMxdE;d-8f)J`I#$nc{Y@(BLH8>zg+#ZQ+b
zG*t3H>xA*!qj+W|gT&Z3S5Dpcj86tgXJ>X+M!|La4(Y|d5~+RaN6PUC%pG4EaJfr`
zOJ|kun^*S8l5Kvw_1ROKV&@J^1BexX<0;H`xe0md*QV6mj-{U<ecB*)Qz4}2mc{|`
zj+yiF^Qi{W>g3khabD?pj*^%Mf~z+HV_kuN<V8pOXS&z_hLlEzKg;6!tDF13(N*o-
zA$`TCHyrx72YG>T{NSjOP&%nPux?x$=)05UHGU)xsxWuALE`24pU%=$;mO+0J(-##
zpf|G`O#?&=!lva)yjXUWrL8&iC7(12&e8yU4V4+yt&3lva;?w+(kkTl6|n4ERQ;Wk
zdrh!;xZkpXSv<HE?vq4lfUa-@nxs}l17?a*f2aw#T($xG8ae>F)0Or+Z-1yl|6w%g
zf2>(D#l}*;YZn^rCQbas;X!WXlVjHIZHJ@2*K7{RV5Gq`nH{_`HC!<ihIg~40WBaH
z`hCq_g4-<0lPAxFYPXYGsOtwKD`KCaw~P_$G$6<yMm?+lhl;*jl*In)fcxl8#j5Ra
zsI<=DmLmV+Bj?mZeJ&*~stY~|UXDsej421xUE-A5M$Iq36=Rji%6D3LW#Rqc#pF#e
z8}V4Mfblt|Kf46Kk<wdgnDF|;*y+;*v6QrcGE^+(y&o4QWo~tHZnvPabj@n$hmvxi
z87Lpe`jkCI0M3n?n)tOf4&WPZ##P-P*-}n$kbcnpS8q`X{5Q?r|L2YUyBnK|9|ZkC
zGiOCqj98X$S**UganRbI<8{FYb5k7wMSi6a_O?qu9-Uu<zR!~q7Jg82+EC>&cyBM&
z|0UPZUv(kLr1AV&zQn(+1Ai?IoB_W{%%=hI(S$*YcP|at8g_)k%(`GDZsfN<(b(lu
za8dZwetEZz>Ug(olDTVzkamKN!9Vy1ov89MypOE9nm9eVBe5$%csmRiHbwbS?b@KQ
z_I}g?4zj;7N%n|QG^GLPFw}ZGiqJ;<ini&Tv+7{~&q>tLcmI13bdJJ?+Np*u^^@D9
zx4>+?cl`l6@D~tHtP?f@#*PrYHwELdbVxdcd^^Z<c-(xfs&TASs$osmJN!}4fs^Tx
z_R`6FMpO2yUIaJ}*3`*G;%_Xq5O=I-AD6^9I(rH%&zg5W%CNYSZMJ@qu1$>Xrypj4
z41#dNQa-{me6}j1Vq}%7zqo6E;NDx=F2hZ8`HB@}oUyLpE@5l>PooZkF*u$BKdt$@
zUCH{mfD2sE%e`Igo<3gUO^m0aF_MuNa-wHnvOEDuaAF?~h|L9kB@{nr?4I&9Ow97K
z+vuUac9X%HBTgDFjXvIG8ptw9lZ&`ZvwHE@<l5R_)<&OaVXiU2G;4x^8e|N~Y(Zjk
zY?HEtQvAjw*y70Vn|re-uLM?Ru1jpSNwFWAb*Z@@(v0j<j@)i?prkaxw|K$4s#;mt
z?(rI@8WVQU1ogpi$6>NRX8+N~wZQNNY6lLp$2yFf5<rvV^@pp#d2{}-BAFiCP2!wk
zSvP1vS{MbKqO-tHnF7?xgdA8Al|-d8paI`b2mD<JF@H~;_a^j(U1=aA`daYxc!g<E
zxuU{MY?aEiaar0(Zp)oiC(PgX=HM3q*<%eIhf&Wx{4e#z_*lRUMsyQIb?LR!0N^7y
z*ktX$6RS@a)pZdGhSW9yWF)c)z9B(spf;<4^UEbTAQm2j;-D&$O-P0rP8Ry1(%l8e
z`V|eypVp1Odh@+LR#yLd{W{Yq``ZK83>FSD3{|P`o09En2xg&=^KWR;Uy(Pt)%#HT
zz>rmwOgM23>LarnARfYT>}bNh*jAN&q)DU5<7piZ&I_J%&s`jsp)w<Ds*~A7KW}$E
zf%k@Go?GGJGMM+;uVg-i1OLeDKM6-M%yf<{6B7ohOpX)$c%KGCZbg3b6;f=LsA9t&
zV(rG5M)0PqD|>?WO{v~TV_(PP+Hx8_CRlp0Q}3;X37Aj}^4JoUi;x+-eKrd>Ape+j
z{BuR`z4&!QXUUX{?T{Og6Ai(4-ZeDS02i(Y?bB|nG5bmg7s5xhJ>DwnM`8N-c>6PF
zJFhIu-Rs|=Zy8y>PuzaX^djX$GDV`l%6}?~_2+WlGEvA7CxR>Ky;yeYeRZl$*i0Ey
z5meQeEmeK-oS^100<_jzyQf6Uv#w&U6mu`#YV5YP5yRRgh5S<sjSEG`^^heUnJt*0
z82m&#ZjV%2OHwvYxLekb=-hIYa_snQ`p|3hRpzy{!G-k|E!;Y%ul^LvDwA5c$`uzm
z7!PTo$p|^9ly`sJ`b?nkm@nsfQ|cx?^Q9(4aNfBj7+x2`JZkVRZs{4f#&ngw2N!^B
zbHtXQS4Q*9o%a%x2s{QAMfmFe{KO1RPuGwM98oWP{OVH|H<j)LbAub_=gTx9`}$;7
z0@+&jD`<IvlW4Tg@>-F*Xnlmglncr4_(T2AyKb8y(2Z2*DJ)3_TW=IH$%(qpWz+!S
zsZzH~yPZ#bW{Yg0*Oh!(=bd{n@tj&~gTLsH+ldeEdo;dvBgyPE7_lS7DX$Rf)39I-
z=A`Lr`h~_3=9FBtOr49u8&_%HkoPA5LrL+OcKZkShws;}KkQ=p$<tso;!g}9H5GJD
z$AnmG^;GHPj^>`Vu)L-@e{ugu*yz>puXFK7pY(|-Q*vPT@X+`rVyX)1*~gzd8iIY^
zW}l7D@awvtKsvR|J+(@?H|8DmY*3IOI=RxZe~Hw9o2<jUNR=)J9nqFNp%ovMEx%3Q
z-sZ4Osn)*!!BU3Yf2zWO{qsdeK%}tlXeH5=WQkvHMwjla8sad*B=2_1zO4Wq-IAg>
zqG0&}T|dWTZ^bXM(^GHI4~;)Pcjg2uOF!xe%sD1_k{xBgkBQzB`})Z@ux*14_PJl7
zHt1%h=>s7`+cPREwv5y6^2>ALW!mi2zDbrEB{CSh2oCz>n|b-UqlQbuP8k2H)3NT4
z70+9{#|)1*U61^tFkidNhQprFWSCwRA0^UJ@--E?B5#1t4<R!mf2-V_A^+_yg2l>#
zK<<ubDNOE>XcKrk4PYUQ;N2`Kk!0CS-<p=IW%y|9RJHWJ(}iz#j05xauu}`=k<Dh1
zQwnzk)zz7wYJcwDj*@89F#S}S20x$eSn=FItE9g;_cVXQ(XlvvalV2`)?=?;>K`45
zaz}F)8!?jHYLSpG?Zd3X^@&2N_(hc6>#_61)8~$z`fmO`+=Nm6f&8GfdclvU>@pwz
zaKU(BPLsQ5)<sc+E-)Hkn3%BXok;`4zJYnOX*8fa7k-J_kKJ&e(4YYYBPeQ$Jam55
zh^iG&tvpWy(r;n2%l)akuV8hMR<bjwK}0rHdN*0{nw7p$ppL-KDZS->^FH3xC;Vnm
z?RKiR8x2_g46-#IEIYncxS*@>o|2z|>YRn`5KzrAt1eI~>KF~cMo?AW>k1`3s!#^g
z`-?HV<WMSAk<|SkXp3b&^sEW%p@^jkGywLJ223{5fJ3l<CmskEu&}EC*-0Jf!7gk-
z_DR?o{l6#f`VeuY+zPalMn=rYR2>?C5+*zR2XYGmV@Ds3blAS-We`KPqSnDIv8X38
zbzJ%ly$Cq|bDt&{Wn&G<>F~Dg&tJ>G8`l>QGDR<0VQ>$ADlBqc=iSi3`>dNw(3n$o
zn!0RVu5AYSl^7F*!m%5<hh98fLzV{QPCM>TmWZXH*0iPx<h-UQLZSF<P2-HZ0$<M=
zv+$CDzgaC=j`8P@H_MFLhPURr*vWz6oahf&0q1QVq9v*GgRjw)_p|AJEH^2c>TF)3
z)$6#&{NCSbbekho%&PHZvD?!jm%K-{*|WUxV1gS{Z~G%c{-J0y?~(Dt6rS!4?W2hb
zxtTH+ZTowWbD-t;qOWs;lsy9~-fh5U*E}3Htz!+TCcv8QskoCoa}Q-`KuB1Z(Ky~M
zvXjz&=q2?LNb>%1&<=w4S0j%(Jk<fZIkUt-6_CtaM_eYn0Z%RD@XP_}Q~`E$H9;6;
zG$V<UX@cOpp7`z8F#IC;ikwBA{KffcDa>bj2jpBk2k8g~AoxyV%R1uRZ%k&>cV*J4
zBAZ4q|CUr`*v?5So>^T89{Y+i8LAEb&LXkf3i1fvk=@5~As(RC1cG*d$N(VMCp|n9
z1T4t)yHCUJ8IZ^1d6<8*HP}XZNoV)!uSNu4<az^-2zo!%GG@W!SIufRx)P58M?3bg
zWwS~EKs9KP94PBTr0+CfY%rH+?iW>v2ma0egv@U;R9ZsXR*XUGuhS9~LJjP$VsU17
z5>$^bDU34t92_ID<qD+J_!qA;z9%W`e7?VU&0%8Z5YQhr3dk010a6scw-L$Ii!i~Z
zK&w4|T)DkaL(r?v8ok)#USny1`EHW6JXbz4&h<o*tgtQs4$%i3B3(MqLJm7@+S|95
zG8rVM42ymaOU;vE*bHhyeZdByY$<1Jk!<+r!klIJ!;*ndUsH@L{3Mj}l97hhpT!S*
zNkv~!nBPUT1mx&zS=a4@XTu2B@^Ns6b}umRY{WRQ*PK1cE#38%W}=Af?9z?M<K30+
zCYziLn>L#{zj6!-l$fUJsk5liot;vp(etNXTooryem}t(-EAn3O>}SGJrMM^>^wZ)
zz1iwkjS85j%(2unT(d&DGs>ayI(uW+%PMvY^Bg;C+KpXq8wEWV`3~@<y<15|``3tv
zVQObJ7lpJ&-QT)OoN4W_CtacHS{<fV<zu%jx;<%t#I1MW!7MW{Q+TAtlK+CBvK%4X
zU)p#vz1v{jezb5Zlq^*v2%^=FBr2mm4QK*y5t~~u>Zh_D4R{9T2NO)YjPGa<GSL9-
zIj{ypJ;#lr@=dbSfUXB1j-;2M0k|yC#amX7-4gi)qQgKpOwLc4^pPp-!Wb5>LIYaq
zKs&$QavHwJ2_oo=D6*-=7XnWRX6@Dhm)kWn#7n#Cvfwi!>VBd(AJ0g~*Upz@y}wll
zw=e;@4blMUA<(Tsx`Kd$m^($0%o+p6G}C`Sgxs_bG0uVDO62jkMn@$;<M4Nbf=$cg
zF%;&9SiCrlDp$cSLo8R^-BBcSp*8?eQ}{%Z88t{1PU3~o06~k?BZQdecfo7z)8Gl4
zkWqN|gM^X!qlHaE?-^QGuH2QAInjs*B=K@{g2RdPw>4G8Q^ikz9Fxp&_3ED7Wq<zF
zHe-n5@au{DJ9mzA*<ZEL34t{vN;q~_pAbrk1h<AyqwEy7&@*3B?QT6z*R5;T9Gu7A
z%y%`N#OkanjV+lj?W-Mz*n&pbwsiNOx@rE*b@LbMApc4F5<>(j2)|rADOd&dn~Dh=
zktz#2eHPC+P-alg2Jw1@Z(Z^;yCGt9GzhLvK1m5g*>(m^D3%cxo{|}u3clJ>?ed#C
z`p0*M(M1=MOfHAjz763h_ZF|I{qR)#3PFEGabM227k3jpMp$Jy#bLS5Ykf_j!2DCW
zP?8!)Yofo(E6Yo>vxN?=_YLkg&Q}b>?2MlFkOc}U?>^$c!FaZYpW_{|E>&%p6f8Dj
z4x3e*`wI{1UPim`Jc9mwBE#@QTaGMALJ`X9Hhnp8u1S=__eQ6MdE6E{+}^mnH4vF(
zXrAGut9>XIDqg`OLQ<?p^J*$)k)SPyOl!*CJ9Y1x-SW948Gf_%-peO~cSUaB%>`-$
z=?YTAfnApA!4=59JQ+$rrp#cNNf$181@N{nc6w$z3C9jA(|>FbY-)_nuA54b^cJt4
ztcS5_LrDD1Vv2<I;9_i{bIsZ0ks0&y&H4D%8zU0>Y{L>?^h<6>>g8~IcsO_eOyfC<
z$JWB1*Kp$pBQ-_e`yx+wBLYyU?B&FwD=Oc8$}B#d@OfBoACN09!^H1Iw{z3e+Ih-t
zD3|C$a-V`9M5y4Cf)5Qg)M&nt-}bl1R;P4^z?5yBC5wt0`8zx~A7;wO88ii$=mMT%
z?0B~js+h07K3+Nqbgvd|Y0(crq0oSJ=>$f0USUM!k0FNKQ_|UzgGPTIR-nUYHcbxI
z@8Cik^F47~Wl=UgW){vqs+f$Fc#*&nsN433HTlu1{K-c)XBI>-Z?sjY&3mEs=#agn
zm`uV)i!Y9zx99sGmzFB|?YwND7LT`=xl$${EgYOthkWkeSXfP6gshC?vL)~46gggu
zdjuSMS74w*+~pB^z+S?sShAydaHQQi!v#~gIh<$^O!R_!_z$@5_^*$Vt@HL3NxN7O
zxHW)Fs{ZfbPmE!*>|9MEi#hM7gLX%Q!qP=`Q5V%e^}pG*h%gxI`w$Mj!Q)Hv$A>nE
z$>K$K8X*UL>k#sp=1a1f^baMg$Dz%VjJww|^mukI&E(toE>D$3YC>jO@IomJr0B(|
z=(X{!pVl^7#p%$aQ938Lw4SZ$u@T)ukVm@^%KOU873eSojOB$(Qe&6g$k=6q{`_G(
zx!IO>8<siEBb!!(&kzAK=*S5{Qj+_$`ukq852C`!eAK*E-quQKILyJt{55Z}ko=}+
zW$8IgXnu-~?5*5eJDDOL%eDz)H=ZasL(8CxB{AtC96TD2LPwqUtk?b5Kb77pBtS{Z
z&AiL))An8KN#@AJ<0Hl%zMThFCwo)hL2K|WwQesaWYE^d5f>{ym*XjsNkzIoF78L-
z9@gC!H$E(se9rUG5m#Vpa5Q!aso7nnKV>MgHA`@devILAI<QR4Ma078Ga9>D6I^}l
zS9zm-r3%Y~Hkq@E#}8X{)yR+<Y9|g7#Ik*|oUNIYozFrk=M22;v%b<pP2_4ORgcBx
zzs)J!4JWrGmkABHBf@1zcB+X9DQoc-pZb&iQ%qVHGxJBPD_t>emOoc_Am~Fr4KZO)
zs*+wVY76%(+V;+#9LrNRY3;gPedAo#<<D!GEF&33Bs+q{^<-yf2)k1m-{|GL2{wiA
zlGOv*I9=%x1qVV#{OVW^VtOIL7DCvM;Ik9Z8RqJB9w(}7*8d>2XJBtcsHWn|8*yLP
ziFsT8xlq#wGZF>RTC(npQ5aQ-1ewt?EpR2D#c}Dk^fY-(ya{fUBSxsbDv}+4YJAS_
zjND0W6N_$K&bCuqf=tuMoywY3c<&W*&sRYui${TPM@RPktS2&C5+|4lC2KKiVGqf$
zETas|wM~VYl7uwFH{%uOD)q)Z<6EBC#RMYka~z6D@rGS)Yg;LIn=M=O?ff6JwF@QO
z%o?4Pj^5sTli@tF<t@fYP-}?c7$>D)3c3(TKd?9JZGrG$9k!2N8_|`qz2Wg=Y?gc3
z+IU)2tx@bG>6j=w?8G`kD&5iIR)$xmvxe)(2s=ssB4tZ!%h1Cwel*0!!7Ah5gdQ|?
zY`Y$Q=Nsbk5_$5$PEACoS^DR>m-UOXsw)#e#x+I;2C3Yc3!(zXa0H^(Y!$KsB8=lR
z({6jKxv0e-OITs(HVg4K$sA{N0KwIz5~28lD&2Lr9DNgNbB_{FbnsqMle>s==>3#5
zFX28e;c@NcNtStQFhWz_3mP}%H``<pDglP4W>FYE)S$qPR{|HbQ*-JUimcsoCl}Z0
zlV#QqfFS!9CLCR~*>$YPvce3spZ<+nI3EP^HsGHoia~1wgw7wlly_?6el;K6eoeh~
z|LMO{a`_^68fgFshr?=N37<je{`XiujVDb81HzB#bJ_coyuYxvlKw^{2&_24<5pnP
zUqCwgGAu3}*rN~Mr2&6L?VT3q_b1eT!_Cnol(Ycd7L(v64InGm1R{4Lt3ZzSeW4q#
zf3aMiPT#4r{AFBtTIazMTGQB3V%iK#5D^s~?j;Miu=`yZUH5CkUOcqeeqcFJ_K;jA
zG{=6}eY~i$6k5-+VvO^8;6>ODvv0<omQ`}^g%M6+K+AUeZPjt)PPiu6lj}gsMy0@?
zVDcEjq<hOHa(y$$i~FVDFATPQ-afu?W*n=Ey!10U6`k&T_-en3^XrwB)jatL^NhQ(
zAHoJteD?)>q{BbE9<3xCPw;dW@8B#Ij*Nb;^yQ6w*wJWK?UK#44E%a+>T!}2LPOKi
z%gzs#*}|rFXl}Oq;>uG|Vy6dhAbLtdG}nJ>umQz_IQ6x-3n7)?p6^;*;U60J^J)&&
zu7>^M^OggyPdH1pAGoAL67GNT;nWkadKFJu!#kQcTTHrb!eFmtJ*=)+4`_#jOZjHQ
zTj(O32XTsI=l;Q0k;(@hw-B{#Mmn7vzzLOx>n62XEwy7A6Mh;YUP9+{_Cj`W)q_Db
zM|`<Q>pd1Xo!l+0**^N>$}5U&6x++xPYE%;<=wnrJr*-0eZ%*8vcY5QNO-r^W2_05
zZe{Rv&cmdoXcnq~QKMyt{>|d9VlXR|BS3Y{{}e1mK-~UW_`3*bwwCg<w~zCTxXBWv
z7r64wlndRdk4wJ#t4A0JSl=W({Shr`Cjmspok~?sg-+H8lm&k3-hv4(X@n%Gg)wJK
zHD{<6A_#`An&WK)1Xt4s?jd8oV}7j%k6;^l_!dokS(=E4taCX!0%j~zo(U*tJLX@#
z_<}yW{o)<^!wIcN76g}!r0eA_SGsnn*-4EoA~d}H-+9y-UpIy1V>VZ*_A$c<MZ(&9
zTm+ig;^#(bp>5@-=U-%^9&yim-+gvTg2kI#PuV(jh9^j)CN{$ta`AJIq?p`5NSeYF
zU+CDt2K{r<W)*tnxbw~GD$B`9VO454Et_U-(V#}vTS-XquC3P9b=z`dhAZ^*w^OfQ
zV%l*zx;Yr#fBCj1{U%u%j{$Qy>~lsPZ|%J`Gdb@Ub}_2BMIbJh`4V_0h5u<=)g$Lm
zBFBYJy}iHgV>_0JuDU#`hO}}kNo_8y?YV4lcJj(NN(mlNvAcqp#E?%A)<fJLufoiF
ztd94i+lzTMJ@YzWs^(t&u4Ws})?rFOHDC|=^14_ysnU12apYaRB9K<>JMpn`HLx<|
zd{clrF8|8a&)u5*84icAp<C~aj0S99b3oIz-eKA<7w0vlIG*8t#BAtS*1}pPEgzkb
zGphOq@?zcY-S)w)h<JC0+LyO(sI#v5wU|t5IR`=FrWbp2Wz>8(MpnH_21cq;l_X^}
z@3YK<-<nokYf>$!EI;~;brJ7pnF0v=f~eM*8J_)vlb~;^R1mNAhpIhT2x{F6y9`>5
zJyZT~wWu4_B1Bzq2`)hU{v%&7gQER|()}?Fo#2~LuAOaxZ;u**kq5gB<n&-YS{P-+
zF&PfwE9neVoluD}uyV{F8>vZjz50N|As;&sQC{Y{Q5H}aIrH{GP46>hgf@qW+|U~f
z&HRTGWmeTZXxvq<J9?rQ;wr1byjG-%G5iA@ziwzo4L=PdNxD&u(y5}0psn7m7Yd&9
zjRJ!<+j|S-i$^l4NH9zSTD1~jJgOhzwt<9_JAaJ5z5h0^wXQ4SUaLePbW7*=ZMRSj
z)hh5knJ(}wVk~x7JBAddZbYVlT<xgmskt+#cmjML>62S=CiZp+i#p3&iUapFxwcW;
z^X(@3&fw2b^4VT6!1N)Chst&sjDP;50ijQvuv^CO!AuAV)J6b=aKHn-yAQ^m+Q~tb
z+bt+*9QONeQ3I^__}4UF&x`oA^yv=aMvm!Bztine7bXmjmpVeepOF=(R|E9)@5McW
zwrZN<0&JR*;(eMXn9Ikpee;f=?y45duK+)RDW3CizdwlJ^XuH7?jZ=74-5!N4+=pd
zHsnmaWPfzf0B<X+NkfHg@1@86twpj;7cMXQVK!l!jB#>bpa=5%80uQ`#cWeF^IINx
zmTB4#3hqH@0QXiu>SsFWRty9WtIh7grYDjy6afbm{?a5FZH4_00!F)S!$ryHa2lYz
zSsG5^`-3umcO%8QO+cR~YQr4$5|u-moF$v>qTiM5>+g%8zLk?Ksg+KXd!7}T6zt!1
z34eqTB0U5>mNkbKVLTuELJCG~tkf$GP~Kj0EwKA~CIV6Ey_<sE{h>U`FiqMCKY4rQ
zgzUXc?~H)tp3VyGh>$M`J+b0U3spl)uW_*qT>-P%h0*`i3P+--Bj^nk1dIk?<b7y>
zo@4(W9cU)|l6bNZwtbpsvmI-WMO;WaAHF9pRp{LR#?4~9Xk*Osm5fV^_m8!q0?iio
z<>@8kh@w{(W}8<xH!b+HLth;&7{{JQ+I7S4q8bEAxzuo`Bq}Qy=bMXy;G2+g;EZ|(
zLasnC%4q|SLp7dlL1`j)K=%y#FeNmcYSaXQ{FSEqWSuIX&6af(ISh3Vhm9xbw``dW
z{h<ea@+o*Y_Gg+oYAW1_db^tj99S166ZXNSN*prei<u=G6DWd2mOqejnt`EK86h}H
zJe~$5p8gNx3?+&|cVPkuly1N?5c&L$?)M@SxCxV;5b$~5IQIWjyzQNq74Uf!heg6x
zY)}-{Av2!ecdxRQS&MmYhGNlF&vi%|X>*QWs)%>uI_>?bgWs!42zN>(+2hgC@k*3>
zGqd{M1o!k468pB?z$**)FC{zk5i1qPpM2Few@z?<68oj>vA-R-LO%|0_y^|d(fy+i
zRQwlnIR0Pe#xeXeH}SXEEixn#0y3i%A3q4H)hIxxJ2my?H)m$HXInmp_+33PKCEst
zTs6h=$hi$ReT0&Y{rR2*S`)0}pf@=A^3I+NL+zi`|4G$9N&l&Ve`?^L8u+IM{;7d~
zYTzHBfgMpLt;_PNJ@OBHT}v24RK6xp94`wo2z(~d!v77b7db2!qAz!nqfkUG>n|Sd
z{*{;eCvRi@uVT6a@O+#WUNKM`H2&B!!?wm5Rx8Ods~oK^h)G3P8lc$WHD2bi*6bde
z`k|tY3{nLKgLa15bSK4q0L<fsvJ-t#(A#5nnkO>spvyl~DBPUA2k~1{=Fm}cXDN0%
zfDF1yKSWG-k`E7qA?Oj<A8N?_AFwxQK$wX>6@~qZdPBf2=Ns)3Yc_X^{+O5lhZ;<s
zhRnY=evK+9fh~;ecTRMY;3x*z&krO|&`m%@k-cMnUx8)(nNB@s2-&4l=cxCn6@6gH
z*?Ar2|Hl#ju?8G-3@P|DYGHprX*YCl*@PN^siLg>Aw>KqL1X;2a2QSiG@{V!Yw&r<
z{}ov)Iyp!?wKZz{M&x5iiC!=8H8u}7!Jyyzv5JkVj#14{*-_Wk{IWAYxHS$@{g$_`
zP}#s-(PQwi$?X;}?Y0ZE+<?;tGN09T3LeTYagiU-*h`HzY20iaj1p$VAZzp&6F{@(
zHRSGp=6L!q93wD?qiH~CCOHZYnqtfCR-o%9*~@e0)a782fw+or*TIq%Of`Deeg0sk
zUSy7xKkCi)AJ0Vm{*VMbZp&<8lE4q@zY9dbzj6<bA_n(5Om=zqK-K^5+`=Dg24|}U
zP>qJ^G~iq(4PbzipQ7^mVX=_>KO9Q=Lk03mw?6se2y6?S_rIk~u>8;NwhzsTo&5@G
z>HZ9A@&2vblL8Lib@$!Trf$Rkr@i-pYI0lGg|Q+<vCu`M0;1BC-eaQ+QF@OJ5D<_a
zqy#}gnh_8Xq)3+<rS~XRK#0^xFOeEb0tf+;_)qrv&pFHG+Gnk^@4n-XeeNBD!C*|j
zeEH`5W_jP|ectE2s#{)SGB^kyn5$d&4K8h{*m^~A6FM0=<6gJEY3^%H5cvIj`{m8T
z1-jsV$i~TAKj>0*0cJ+{LH80;fowdV11Kb#fcy*)cWnNz3-s5PO(n4IoWNf31$=b;
z`wzOdJz(|2wiw}L`X6)-K6n1gv}j!e4{|I-l@<sCd`C3xCWORji~It%uMf~|7Xr)g
z_n2QcojMrUI1)9WYZs7YMdXU#&eo+%^9THL5SvOd`Zay&mzL5MA22n48W4KQ)r6Ea
zRt%AaHoVpF%NF@-dJ{StY<&VpQB=kh8Vj8A25d-R_j{AMBLuZR)BnqycBgTZJOUN0
z@14yVr`oog7lmG9!rpOV>(#vQ_HN*$)y<E_>Rg=%6q~#+S&VFpfmEkB6lUQboGJm(
zFrb7X-!oa`^KkDY?XW;;9a>NFdLpl#mkd&I**CVV${Tl#XjasAF`wYFsu??6HaoKX
zdD~qn0Yq~)iYNb(Y?gmU#tI$!^BDOYoD%2@lGbo19DmSVeTVM3@JA=$*3w>(=TOR$
zLW{z(gg}RLy#aRT-lfb&74lU9IkO)ybPrOFDV-T0!y3hhO}}dG``oRVqx^c~aEae}
zH_LC&@f5pK61*O|Z+?u$75fZBFCu9->nM3Atu=f8)^(iK9Dem!yA<AT_r;652)I+B
z+1tW|L1+-|;#b?Psj1Sy41@9y?H*^E4o#Oo%KiL}<rQ(i=bSkRb_|N^)sa)iTPd#V
zkKuu?nmJ}BMkbl18DcQz7a^aW!lQz2e4E+BcSze8Dv=jqREcHr;8d1(MV{!(UmA(i
zzc>1^;n1v#q(`(ZweEzY&rw|O3XGF-fc$=3__W(HE7@1mbT{Eh41dt0=adVdPJ5hF
zKXvef^W}Lb^XFmP!ro>zI0-Fj^KR{Eo4gTaht-nxZpEsqc&_9l7az5A7eAFZ!UM6h
z{u|uV4Um15E5*GvJ{g4aI+^McEd`?yYQBH@*=wH89A^}BJx<p6?-JlzR4~pbAC!bL
zf^^yzlkDJ>X7^Fv9&XJsmeF{8^}9fvPt#}K(~NJoTaqtcR5BUQX_V=&ykqT^(QApW
zN+@z3km~X9vahYW6Eo3MgYFtA%|g4!=|!75R<7<Z-j?>(eNP(Mcv4buzLdc}*7RA{
z(U07U2^w8|OU*iwjzdY$hk|eL=o^DX{^ba%Es8Hkbb~!LM>4-WhpwvhZa=ZAdFjAQ
zH1qtW#6;qugFdJU7AC|stzMeseBJr}wWNFXw9`?8vmN%n%DF9`o{zd(Bpc5y^0coc
zg&vm=LYyg<EU?;WKpvJ{W}mNm9-nEG5Z6E$ay$gH_U<fvvFUr=Mxy;#%~U0)S@NZ*
zgDwrBPR|_@WzD1dn)2$5Y84m1_nBIH5wf~l-=529n_sT#GA|r8k^la6Qv|o}Nbd3~
zv{gD$O2jKJMNcs$4x8qy^_+^5JSO2UWo1Bb`<|Eglz~z(QG62p%&pe6p~~UOsk$%m
zM>nmb1l^uwY(L3}?_%)H^Y=KUqAIy&_z}yB@Gu~s5O`t$J5*MAFTZrvgdF8jR-P;n
zX4}phcE(Cs;hqAWvmE!L1d7wvSBNwgmPU##9rw{y>ErKt)0aQGIbN0^b4EwxVfKrt
z4t9<At($RvGLkq`Xp3%)kxa|Tie0|`Vn?n`SxjGv;p4=$mCq9C3}>m!k^^()TB4ZL
z&5iuot+?P)uMQ?-zajYCs=~2GHGaPE7|XV(LkH#=*y7F08^e%HCWuvwGUAQtnXAv2
zZrPl^yPZZKF7Mo+$nY(kC%Lo{H*{xSwkLc{FU7GTb+zwKyENMu!9TEwR?F(XP{VvV
z$&QmJ-{W&6w>xZmzkbX(@Pn>Ml4`1aa9VN6yDQ7wl)<UQUd&;rbNK$uH}5N8W6*+c
zgSdc(YGwToy5)D9v>Q~{w3<CMuIvdMbsxnV*o<SLm`xj1ia4wRy~RWZM=2AA4Y|^d
zd5!I7LH@OC{S;}TL>97DN-%tlg9K7scY*{{nGj+J^blrN6c43{Pyq1Vu0gl4B?wT!
z1m6?LFYsn0*_;f5L9s894H6W<e1C%p2Ubfp$?ylA@VPx>v*;aGu?-m*kXMjgfJ@*p
ziKdx=Bapd=NTB)CfN52~+ytkTy!q!p=X!yMSr_F}+87ztDE;1M&?0VcoS~s^#dFS6
zftsy+&k_3id!rC^R(1QR?<CE|P5bMP+inSelM4(SO(|$S*i;iHB$lq8efZO?Mp1Gj
zk72&|4eAT;V|Y}sg#ghiZW6*aU}0BfITbEGLT+d*U++?PVNyX$W^BDyR<Jb{X7x)C
z&tpCY--ifZ*CbjmL|TuhFd$$ieUhzin&x-yT9;?e9usmlVjdbqFBSAI$(Q*rt}J^D
zR;&~+Z*YU5iu;BYQ20UTmeRheVh*h3PWqWt3&I3^FGU)>axXhPoM(7G@^y#S+8X;w
zb-l(r4Mm?apAnKWl3%e+=&z*&E1f|HC^3G`igMj9Ftc;62%6(fHoCW>a#ro@l<yrs
z@;cg@U$1hSVA3W$j~>eG>l|hb7Izuo<%Ls|y<O}llT4L~rReq2*rW^B%Z2$2CKA;8
z^>3&V;u!I#T?ox~0bM`<ce~MJD>*KGb_M2<{wdPD*+OPeATnO>@IvJjjQ7;8sLRu}
z%M(kf6X;`eqIk%$c{%f$&=iBCBTA)+b;7=?+)1_5D#}*JFPpi3u%O$WMuLXA-o$W2
zwEGq}=8J5?9^6e5cTT&?f5hG~(O$rJn5d0FI~3juc&YC?7&h%bZR*^nZlB&IKyn;j
zPCgW%k=7+Y=NoJ9x>BzDaaoCjyx!0xMPsVyn&NKi4mlHO%qho1ndl3(=aiLychMzu
z4R)Bq)dy$<1lVhXZVL$OJoo&-^{@+VeEvpED!E7E8N~KrE&Ar_xJam=dsRfAf~9gt
zJ4tMygDbX_OD{}5p3~FUZqIhn?s11^nf&5A6Xx_El-P;z5N~74w+FnncsAg-t5=me
z9J(%^Hah%q*HqGF#?M~ieci3ZTyZCls_sP_;((%bA7QEtAH*1?V+T*@acnWiGLs<n
z&}Yf4W#!fVYaY)9b7DuBot2@>ua}yyYk#}6a7YY6(5o>f_B4;um-uftZh3s2s6+}I
zX|cX~ad5~;WkC<0$Ya>2#8*Kqi<n^QINp$e4ql7TzzJCuNf~B+%eOf<;PS})Rn(jP
z_CS*q&_YQih`SpN{f|d_tJFymeFUHEZT8t=Q>^1V8clijIh=Fp3SV^Bqt9YOiWgj7
z@-0Pq<vH}g521@nZjd+`AB878&K#rBZ$iX?-9nlPXA@`;-4t;FMFc9wwv1v<s1w_1
znu&k{FCtBg<#(PzuJC^b?i%1uU0YO;2fN%T2L+z4R051P@?P3F<1FR;#GHaweoK~6
z+JW_ws5VaqZszwbb7oT>P?pjNs2VQOw(xFAU3qN3Iz5r$Qo!buHFVbau*lImyP$NG
zjgE_kp}Rp{#~RFPOBe=~$}!-yjY=i)E#ioTS^1kiHOD-dOvo0KTjr{t)h5-u7|q!2
zF=xLpe*ZK=A&43i9YYkLw&hg?@j?6TUpJ)tjXZL{^l=NPNguGLbzy6CMxS)>W&hZN
z@N=avYr+GAj3QA&yIK|SxLS9M(-mJNu*`51<GN(l(FUPMgRmL-#)6F$7oPVgoO)_~
zb1T?mMVUgIrf&wF%#^9q*LErk)zQ9LvfSaIw>dtj{<htKX18snm#do@?BEn_=nN}}
zMQN1}Y!#p+VY?BrgG@e}H+u%<1rQri?G=3Cbo^I_#givXYwiJo7o%=bNv3V4{aR<}
zH;+Gl&(OlhE*idZro2Yq-r5HZn<Uu#_AQEV4`&F9F2CCCm#+F%M9ig!C%m_ud*o%^
zc~S-%dHkbGHjGEeav$Gq)-$P{3<N(#!k0#(fvO4{Q9L|mo}Xb`!@eZdq^BFwkRk-<
z@99(W$RuXJ#-E)qmLyge8jHN^F(e7rA`fDfN{G^-%WGYECN|6b#pm5*Z+=d%N<IB-
z>yVeB09;KOJv4k4l|LIjORCLGxZ2?(m_ZcFF}RuAAc*DUq3N$C7I9g6s?k*nKk121
z796Ksn-D4&$_zp<7QIgJu+Qem;C}fqCfeC9ZnQM6W~6()NC<o6Sq#jcwV-USzyf7B
zV3(b`!!mpYxz4sYRxC>KL~PTVB>|a4CCP&K7gvL-zorbB6agGR=x(ooi%MXhDZpuT
z0)7pggBC45mwPS^^M#j4{O_V<;QBp(C%u#|4WkGh&s3lMLC4~~zngZ6%)K&=(<R@T
zJRxfCS{{$*U~jz`q?Vz7O3opY>&aew-66^GF`_Ou#Nr|;t^pR5yo-Dy$E+y_(JINp
zF4V7Eb4)2Fbq@Ww!CO@(@;-9_RQwIy7y1Q$woT=2ZEtT}9WU);3JaRT;JscaLY{yI
zuL-IPC$<QA;0n?1xi|gk9^4OnM%$=B8~0n0J;$L#d+L3Um-HxHDMZX%CELl{Ov``Y
zX6uMa>{dCA;5$`2T$p`S+<wZ#c^4hzO$^|bK9;KFS$z<<zV+0-N3o{B@qz|#0u*zc
zRlu&$Q}@%7;0llpqvk8gd25n$NXP1xq={!SZ*2maIo2c1+t(!m8l*mD6a@Cy=Pw^I
zJ6gS|sD)rz$k{fqps)k+I_M#?%S7BW+9_-XdAad%XMs}mQ6_Vxra?&q&-+k?f^VPd
z`MCx&W>|M^qm@0e^`fB`tmFaW5FmE5DIDR8nyuq4<2dY@dsMH1HA<G1eHY&C{%wZi
zFUKQ0ymyhZZ;_vXl1*R5XsuiHVQ!-P5cD6agye7`*<HYAqNO{z-u!4={8pI9i~p+X
zwbj_YPcQ7+3RCvJMciJ0*oCoFgu%(L#{nM{QEg1jj1BYT9}6rjgcuoT2RtMwMqN52
zBGo*5`2HuegCCer8uYBs^+_Pv5t^Dn3B|4na)_dcPf|G{pwagoT3qB)G()}aaZ_b#
zv3*NQ?W0WndoaF|@wo(05rS2m;IY2t?IF%zqvdqrdXbjEaD?UyrZOdcp5(q2R5NmL
zzGb4NvD(o;g{9_5zPC1MAr?C5A?JXaI%71zK3HT9JI}=B5|J0s=MvFcjYki?#yh0o
zQ3J?{lqP$-hAK<|zPpZZcIIY}o0smv?|C+$w$o}$EW@ah&aJp*=0}Gv(@}%c>W+Z|
zTTWjQ#go`zB{szJM0SW0PY3>$g8*@4w4B+g<!wQg=kxH~#)h+<S5LIW?DcO?ay&^J
zpw|F8>nwpO2b7N6jj>6h_GiG*tr?tWN_z$^N8foCR~#K?+q<bI{zC6W+sDgF{b_Zo
zCDan%qj1`1Lrkeviet_w`QDA2<*^q{({0^1c25W=(+6hg9YUQFj^Dko`H`1x4HxLG
zYzfvB^8=bt&%M~=TDF~|>#RxcH{K677o~lwlsDVID@dD#>&?OW-zIzhk$X-RL%)JP
zzz%fc@gprkOZGKtbr46Eg89SiD#RP2%=9Hh`=M{h(xj31*se#(O0gUlGcBr1^p`ef
zao5^9i9H2@NpiM}L#wKjeQaC&f5LZymm?dmv>|7fX_}%dP+<S*lQ6Ahz@d_VfbJ3{
z|4h9Cxa051Q<JBrpsO1{==kF{>9^1kfXai6-yBl*4fzum7r50C`ttx(#%u~<K0*JT
z;1;exPtt7xnu3GLM|$^_aKF&6^f$U&5p+9#s7h8J$1AXx&JGGv*AIKcNgTRihNS0j
za2xET19y)fJvSNRc_6YmH&k{(b{P)vkKZ%le(nqI0$w3Pe|=sv1;dLOvwN)s`D~_`
zR69D{Huje~fHVAwqzCy9KmNbW6x(@Qd)I!@y+AiQZsF6AvxdLt^VLODfl*^EkMfH<
z$yZrPIzxU^bGb}yxAE~y2a3g$SFzO|DYQ<h4J<^wndeU2<jU5|b9yyN`T6}FN^iff
z2!*j-W8;qDy^rp5_qFa>yQS=V!Po!qg5rQ6zHN*A)CbOaT21K~l`GqDcAxhQ2|uos
zN{YToT*}NM2MIHp?-!hX7Tbh2u&lLn$F@5;+)OP$F(hAow_=q?5FMPOBGP%w2Hqi#
z?RcP_b@HZvwL7J2Gw!c2seILc%iZ#J{6ECP`d1;D{S0jz;!=Lkz0*wfZK@LluQPP4
znH_mpDEa$B#1nOi^EWJRz0gcNcwK6-p>W||`Qw?-6zP_}cBcv>4W7R98b|t;7VWm{
zRJ$JqaThX)r-q^-?jlS5$Q+Z<wK1}FN(f|4VGc?@Rq<~wJQjKsI_ueuBwlga@!)B|
z{|+&pd=4fy5xA0{QhMN|qeV;IAQF{qsr=ZHB93iDZJl&Yp&T{?C<5x28<GSSZjGkU
z_Wz*UJPh#Xm^k;iVa(^%3xYk!iDX|s<d;>zG#vNG{~Io#Kv4tO`wW;lANRHFzyd#i
zdobmCesxLR6wNyRmc?tZVXu;SX~9VXVC8W@C?y~Vd1g|T$|47&9T0);pd1=lR*!6u
zeu|-8hfeZaj%03#t}3+sm5xIv4G`(IP|Cp_A|TlB1Vt7_LA-EU&oB$@PJi&6L7wDD
z;GlFygQz7F>Tkfs(c-2PbD(!%KZ|4`hZuX<__R~7VrU0yJQCmDGPZsRO-qoNpTYco
zBw`jI2b8$y;Rhu;9EJ@0PxlvouT`685n_+9=0>Is4L<9aN*+&SdejuQV)~}ZcWRs?
zz_{h$bVazs-HBE?ZKhbQ>Z+Gh12zwe@iJp!7b}CflX&Djbn0>kom)LtRSS0DVguiY
ze{b*juiBA+FRSwjId5DTIvLjhW%HKqyD01p%QBzqY_zr>y!)U5<;r(a@!5V17j!%U
zNqp&TMa~n+Btc-7uqSnlVIQtCG=JN^u~B~f)gFqb9m@-R57)flhE+mtUeX)p#6%B?
zU6f7VPj$yY{`9s!`QEw-X<tpm#PUF#G0E!vvDP*i+wl9d2`$jZqBd)o{#_rZjq=bZ
zfbg4zIJXY)4;#-PblF^XYi1XMgy{BFCC{){8@ewr<GGeY=_v8kC|^-B2hdWHClSVB
zC^UZ;#S#yF#<7(gX3byF;8WJW$gSrZ$@`$syJRHJa_<p;yCU$8eXbV}9r6BhyCIX1
zuw8rIPMYmWpo&VZFUk#<*jnAxlf6}Oets7r^yP&@cRw+gmYg>%e#r5-y(wP}C$g5e
z0Q5CCxn2XCTn-UM-a`*X8&WfXUa!Tdw-7lqb<n0NIp^NP4PK4jhXyi}c27|Pcb>Dg
zaNX`GIr<dRpQ(SD?J}J^YsT)2p8Nfvatc?ry%DC9j{Y@1kcFh|`8w%-itI%DqRxq1
z5_zxIJ~^Z^^7?^Fj#28LT+UqQJzak!8Xhw$OHP@9gp3|0i{@M*MK>dl)p)o~q7IFb
z1GH+wo8HX!C{$Y-Jh8v~{JeqnN~)k>(D6_8G3dD{&O7B1;OAb%;|qRoeCV=T?Cn93
zzzck^OXX#Kdw?5{z~|r#=zKNpFl?ZzDZlU7*fEL+X=0{JftRFvy=zDr$KCH0rXP31
zU*>Fy@LmV~c0pOr@rS|@^P13yu<(-{<kfAcHy=58yj_#*Du@kz%q&%8%U)oMbGo{5
zK;%pW?H+T|&3AjB=d!SE4Jg*u_Np9z8~dPBtT6Q@KJw#a#)W*kQ-@_Cfpoquv;je2
zVqe-8P^15>aO-XO#;$_NPZTHkp|eTE?QzVaD5>EJHJx?=F*89=;a56SN!lOmkvcYP
zH21hPVzuVYlK<%K)vKH;>Zh0=Znr7>(%5vaoH{D!r6<i^hKt-Ze3UVJz`igwNcCF4
z@J;%e;16hS-wsI8#zN#IJRE+|jpYa#H8E^b(46Ds>BH3ec4T<CW8dpmM%am*2Ltto
zKePHw3l#W}Cg4ZrXcvjisL2sNwKBPpq}sLJ`U9szrzK;g(ekEt%+H(4xsLRvzqRDu
zdn7W{?WbaQY*<8G(<m#^GW>CNxMZF%W1I2b^NQ5Z2Ja>EGyUmfVl>$dPFc(BU6=fV
zs~;-|31LwwAYlBpg@yLQ0+$&*&MwFXJ2dh#snGczNhE?xUt`@+32bJ+OF@6|ON$-g
z7f`MLgV$gU5Ssr-iTGcmf6RJIlB6dv;maA_6v$+)fO&1GxcJ9AK8|h|8uM8z)skMF
zv%0B$DT>|+j*an&***Z$LtHU{bKwl~Iy8msTCoapnNREW8gmOO3JSo%xY%Bi>qcmf
z_BULGTD(mQrM%s~{P!S<{3I9nmzqnN*g{0yt+H;{A^SS}zTwurN0x7g0Rf@hB`ZcT
zPrgH0rFqjp;AM!WCRGX0jw(@FlKuIt*lC%BnwL|OT~Z#u#B_gY0K^4&0;rz$8`i^<
zl@x*`?3*g#m$>{d4S;b0?2;o=DC!<?LL*mp(TeqG*M0v$kn`7w_NJ&Z<Y%r1<bU+n
z8rCR+JfxYY06<*_R+gGb9y2`D)#eVta4XNZ^H@@C8ZPQ+3??{p(T-rhu&&6HBApY~
z)Kxzq;;AA%I@}>Rq&Y~%_M!g@+W@m0*lUe|$Z{1JT>-csbmySp=>1n99sDvuy;Hz6
zk$H)n)dQ9<h^tQl&cxxYZ0bHy%AOx|<x1~<*$n?+d;GSwW5E72AS~oSN$Bi(<T!*{
z`91irP*PMW+We3$HYnvJX7lo&lTrQ~8wiJ?F)@IqnFTEAyVJ#>sz`#lPfHM(BU@(5
ziCwMz7ISi;z8j^}<$V0m-~pA5sq)4GFM{1k(Zi3JiJa<_BW@z5HtqJ`Vky|#b){hd
z$8YJ8|B=j%J^zd}Ky)Am7}}fsN?c$!d=8<Wszq1XO*jq#|5qIrgj~2640<MNH(Q}e
zQ_+JqqD19?(7EQ#V%szTQ2Q3u+*$m=m)-F=8LLe6HwzQbH*d0=VO>?gNct}g#f+eC
zgm2-B$vxxjk?9C{qs3XGVfY)83^B0VWWIm8)AW47z_*M3sRNAx2;NiUevh;-nW=t&
zZ3-(fg4%ZlXj+iqoIZK%jm-}_4iN<g`-vfzgR>mT=L~_WL`~61X~DpQQNtG#yhrI4
z-rRQH&sydSlWoSI4!zYd^0rAG?cM=59kEyx6m%QjxXAhVXxfPRP|@S{o_3$*FXR~m
zqCmvjK`CKtbK-hxwvm=!90z+;6BGMfup6VxP_k_={9xVb4jW4(BuG-+E=P>NWbAHA
zdwj;Wztlj`$PgFSb{p3ii#(<vo#}lals=zVfiv5=mtUN1RqWPc-4Oev6<-?W^6)?f
zA6>=x3->5Nie*@{n73p#X(QBBmni*A!baljQ6~FamOYYMg}HpC&!zcKN>XRq_S0`X
zpRAFnD9p$_kje3R(RHcxR*|NM)xx5eTj|<tvigA>snO7N+adT=k2aMhLcxP*I?3Xv
z00(&_R;ig-q=(?sve-_BZ$XPSrICTv61Mlx9cN~JbS3{dItX$!-=QGi(OV$ziVNcN
z3zc>8ytetwfqOdfcUjp_S<@Z+VmLQBt0Y=M%`63L*B0kNUtbmb#7zXHV5rfSd#d=k
zM@jqQlMN}4clwIXs*({8y*2GgDdS5ad?w+v6W#dU$p9Tpwg2LBA$RxPrjC-RH|NrA
z+2x<{xl4XjjSzHJmSo?QO|JF4zesSiDkXfKPhshq_R8$AoO8vPX3q^%`k{xEPDL0T
z1a;kYX<b#pi$_d-o;%7;2%Nl|HPR&Byl`(c=h`@$bJ(t9;(>(VrsT`1{MbQV=QqsX
zn#vKJvfo_M6|_AFeB((4;&P)~?~<su`s8-H?HALQoa4t^h58LWc}o%lrp}08x_^29
zp<(9G1<V95InIN0@dJnuh$wxjV-JI2O1XPQ^Aul3ztaq?G>@3so$Z|RYQ~B86fV^?
zgd{QFn<?j1W4Ov+5M5UwZ)aal7>Y`UX*>$Y3s`>}GpK@_i*7*@s>)D#54fLJX;)h+
zCHXj9j$(Q?c>ZQ&WF^mjE?|&$7v~KFf%-9)D-)>Ds^`)Bi#-Z99}UGuZQXHlW4I)`
z#2=&1+!fA}MPEs5+gjK!ICL}6ay<&^IWhTmTP`Yl;43IY_*Ipr38E*|u(+`;<9l#!
zTsNRQK*4s&;eEIAT{lHH7on|Ia(uu9uf8pibS5m1e`RPf7I*$#bV|&%`z)`y=<D&Y
zO*Y&b_14@YfPPIu;a{i)|E}p!yiq6iH%*6<Ta=RbK+^#fbOg!`NTA#>ILEtblZJVP
z#bN({1qKy6pt5GNBcxECB!d*(1uiczqArKl0kyHs`_Pyd|Dn}zZ44+wsDhhJvNvp+
z09mrD!{DysI}MR6Qx50$%rXkj03E8E*Qv|TXh0l|qh;k8FkTpUAKR!qz4JiB4p%5I
zZqk2YH3Vb~BDPF*8L<IAj>qlUybJJ@S|RE(4|(UhCImG4KeZq5*MZtv@{Zb?E$^lV
z=uMD2ac+B5l=K=o+>?u%dh{P(Z4G6D)J~$g%BdYypJ;|x!A&9bpal+EI=N?QhCn&V
z4;>A)5#=BoHbaXyLL4Xp`6hOU2W+eKGaF2_qYpUT?pxF`y8l(X^~e+E0)LiU<|!0$
z4}Ty4#}Yn7n}Ho+ner7}MT2$g?@N|me@w)oe8nMb1n#kClC`#-4<@8_l`Yw7M~n9e
zc`$Y>#1*As#D?X8wNP__XMe`J>?J^4%b5jsN;Eh`HXl(w3F3UY5%Tp)r@DZP4B>3|
zj`ckmG-_V9|Fqy{=gl8<1v-Z=%7?C8*uXwLDfph4^3>bYO?*IcIJO^YRaSdo?oqwL
z@ZKA$@g+Rtt^|uLEk?(~F{aLgrkl#8<Rk<?$1Rsd^tVQm=ttAnVbmiuE^4~bdtAN=
zjlXhbBH=(+47}s6fx_<gPE~=EPf0F7@+sJU@*G9rEU1(-7=0OcsgW<_>5I2~MKV4S
zJ#X%M-IJWFqbDh&8ZoT%94W^{?M+PWCDVF@9jv6dJ>6~_oV^rNKa*&k;?4M-fMP}5
z(;_)O9XxSQJz!h@O7Cr#JFZ!S455_B^kQ}%>TqIm-<sY^BKv7CM4eGtEWs{g&1NXi
zVznoAPL=*@+Iq-<R23yTNq)&Yei9itsz`J(%6{e=BHWolGp}n_FK_L+y%PV9Ld@Qa
z%N+D(!MU>RL!jZL=@;u!1IA6lVVkpGUwqo*V3fF8@|@Ek#jnOPb?zh`vA1f9;wTv$
zt}}0xaCtSevV1dZWd(lQS=*`I3#XqqG{;RJOcStx;f1C3l+IGANu{-e?Yud!5msj7
zN}M8H(SBZxi6Vwii*pNcg6<A-UIm1-x@wdDv$01b68oz>Odf3Xn7e-^nvMme9F+k3
z6DDL?!dgq|+|#Aehbq@Yg07WZ`RsQuI%XUcxbjG0Qt-?s-$pcVXk46Ak(plQHVW9(
zdGU5yn0DKM@Ae{9kiZ8$SfiLqehxomD|fCKLtJb;+_|xMHpflAUMxzLchN#cYFFYo
zo$Q_`Bwd7;KKYI$HbU|Q`?gWff_-YY!`e`qqa~y2lEbMJ?kqKGA7)ag!&O-(CfIvR
zZ#hmHRIN@8tQp|y-nxm+tII3ekHOlvmb_y?hIUgjr~Wbv^3&!7bc+gL({85R^k1#)
zFaVcE`byJk3_);MR|ypW^40CZFZ2uWiOBEzAkzFHc;lH~KT*@oi7kJRYqVGz%HSSA
zbAr$|9w`HZNm;4o9s^d-%^ok@{z?^0r{{LgJJ9bQX1iQehk24@$j^?)T<ek)Jw&Fz
zR%Oqk-|KiNof{?gAo5_1^O2-Xr<!g2+H_?mQ8aW+llIkgzf_i}ynK&GT=>#Jwfm(-
zbJR16d@5n978@c|bItN#;Mj8fedOBHyRvY>9ND=~K(4gqsuF9D@OX7m)jOkaJ#Fd|
zIKGjRCRwfUA$`>>#XzJ=O9SQPomc&-&$6{64#;}R>gKRcF%61&tS8P1%44j(Fpt+Y
z$45O40uOX1X3AE(oL3%@w~cGCo?5mqH^iGD{k?T_ZN>)sr4I5Jas~~D8i|_ce&%|=
zAeh@%cfvMKO3om4qChb#$X<yd`!@cp_1>~C9Z^otS@pNcLN%J{52VW;PZcItnZF8p
zFco({=gcAF!_Gt0++MknD02Eo5m7w*dV)8@`BjxqiFtxSvh`&b4=Aj4I89NwB6Wh_
zH8yKYva#lRX?Qp|2TQ!EJpT0F=icb*n1atqiv`|8Tmo3F3_Nyer9I6ZW^P(kY)}e_
ztsQG{dUAB*#oFe``#s9X?S+hQIuJ@Ycm=*19PBG-ifN3Eb9$8(7+Q7lqrr(QX!q_?
zAEniXvUMpjn+T8WQS520tJk<EGK8X3uF*X@1jQ<8P7cj|7d<j&Vb;30=+n6P(9t{g
zxg6(Aqhtthwq}JBvA4zYr39Hwbn}!f>~(|QJE$9<P2{UInU2};t`Z<j85f?ZJDVx@
zLgT{v=$5=lRaWVMcc(K@y>7#1FcOpwBU@d2kPBx0$hBh4LhUN-Q^<<B#Mm~6WC~TN
zo3H^(hf`u-iE4~(-AyI=0;Ky>T6sQnts=z%C<4+FA)SA$%l=<ii2bLO;rl~-{v+lA
z+&_xqMhtpAfsicy0@v<M@7=p->(H>^|3IPE-^eLNUcTJDSr$Jqv0yI8IWL)8ts*S-
z$m%7(A<!%{De>k03nCudn4jW<t3XQP-vfjtJkIC-@!;yH`PU1@M>+f$=GHQ8_}ui}
z`2^^Wy-<qzQ)vs3<?)}YBBypDy<<C(UL`5ABk7ts+4}A1s7-8tRZLm74S&Q)=9-nM
zXTj8|BC#MHId`SXPkA&bxjLV`s@hEvORz|J^Wd?3t8i`X>to6s@uH)V?bXH77S8kn
zp<9GM6D6szY}!0lusBRzq7<zy)|OOu7YVgq8_3Mg-4WWTG>!~7eWBrn>MhvOwj$5m
zZ&33OtJqrK;6I5d<2-)bKi=0=!+#Sep)96huK%pKq57-J$+Li$Kj^SylvwyT2*AEK
zp=>nk8T&r~$GU&k3$Yj?(y!mD24(s3Qn<|#?<L2eTCZV;&nDVSZT4I_|Dv+;wakiB
z`2#{CDPY1$n%nYg;yx2rTMI3l^yS&d#;Ponb9e9PWVphrK;IWkfE&pSRbl)sMc}u8
zZ(`QV0Ac80AriL~1_BbM8e3Ouuz320R^JQWioM<}`_rm!lot)Ol?(5x)U%U+Tj+O*
z;fxSxQwfC-K2vreW=)plI-H|@X(W3S66yNq+8H=J<UhqM1nPg#{of(G@ec=lEr=Tw
zRPr%!L=T~;r>fBTn2FFG9<%c9c7UVmAXl0*i>Tq=ruXvZwm!oT3*Fdyh!(n2a^9UC
zasO%1o?ETQ?+f_Lwmb}Ie}%9|<veZd3QzUy&ST3P)th2l_bTz?QS?IxwM>xM?kv?i
zMfW|-cs;L^RxABW)bi(;Dh5pM-vlECzDxg)h=Trk$5G^%<a5g~kP^3}8PllIUabj|
z7(HXy<}k$Hg{h&xkD$IpHs+I5A0x@ff!TG9cE-Sb5bg|C>F2zB@)f{%>Cplpk&7`f
z#X3Z)Ais}VyF(AwF(RTr*2%%R5y6f937E*NkvY;8yDW7}RB4C3pjzifoNUX0A0w;J
zq)W5l+A_Vueyp<+Z-dpV85Zk(I_uGnquDZff+9t#olcJ2<D?44SGE_-I$B(-)TMDn
ze^Za!R-nB4M@mxsKXsD7sgwL8IOD(4XZ|^r(?U0`C(%u?kdr6Lk<tMah*Y$_rG3WN
zvFfp}!{%)(BUq0kbWI))b92kupOi$Y&%8kkC}JOZS{%x{^Ga{s^^Sv$i8d}OwEKdN
z$IGZL#qVF{K90{%UT6+Hu&Qk;%-&j8ARImKqowSv3KB_>_!R2i8d(4W*kS)hfcRaD
z;WUzT(ToGIB-p?;1i-9FpGEe1kI|lt(e|;>)V7^N$tW6#CAUDg7!V+kycd_U!|M38
z<t&r`54zdA7@|3nrU#kdseo{K8K{Z_h?mc&@~=G&0AY^p`-oh-1SgAt0NMqX?-1a!
zz3~8ak!#?b26%QIF97*5BrMI}f(I~CBms`I!$|pqrV#&e%oZn_!T}JF82T*~K-9kg
zc=<yrh|WPAZo!X$+?6ph`1}=7P`@l;^>1vKUt1bKK7v!34QWhhkTDuSRRtOFvnK$7
z1OOi2Q03>)&p@h&BLxi1n>bMBP0MqKp#%N3W%71~C;*&62~->iTwI~0gJ|8_ApkC&
zL$0U}y)<k@63c1eHGR<prR>hu>=1u^juG!Q%PpgnP7WfX8`HkpYI)?CwAu3_Zacmk
zgW2Z4Z{^Fcjy<I&G92A0NT|?le27wvQM2UC)UWT<jLmqMv`DHyzt}w!7yr%ZGj~{%
z&J@i4?)uup?{eqT>b|U8{V&UeQOdfZ4<XMVXT@0NZ2IzqExu@x!Y&Lo4^5wYXuW;e
znu`$H1@NsR^2{7a?Ps?@uGH6PP++mTi8<KA(c0LNWCCqi0roxM;0U#4u8D0E^@Hx9
zB?;RDx+k>Ly+8=DAI?Kn*qNH`SelUmoZtWs_A6kBcBO!9Z3toi@#<|<50LbP(74<2
zDcN9njdz9@$p7cp$!_gT#(i-qly~V=`!>uhKXP0gyplcC+YKH_r!6OC-+O=*WbEy-
z1_}x?i9$E;s8S^3TA(oSvWs?JHY>8A(vZ3rP1%p!$?oQKSYCo^pF@8}lI=vF`zG(q
zE=w>wguv|jshg<p<sh}{O$^AD#R6&}%U|!}En3+WeC;TP$OV?!F50_0)tCyZOd19t
zZ9n&@!10i8ACk+lMt@>NP!DxEs$H+IWQd_rio;3cOl@`ONSi!dE!F>%8o$wf=Yx(x
zlQ+sr)w(jDY3tbVw=0@<3Ey+9al*b^%y_+x>b`I;tu}h_@0!5BHHZHje?$KXMd9es
z&uF4MvGQKbf>{@4tym9TE;tDd1EXUuDZ0%e;Ybzg6C{mga8M#WQJGLGRBfw}9zZyC
zkbd~q_2=5aqh9HyMKMNkT2+8@M=G(ZGWs`-L)Pe=ZRNhR1Q)K$!9(1tCHK>syS!tY
zHRuJrP#c#!d^i~IJAHN{)@ysex7D#1Eag<ujfv?SNn0o^TzF)KXbDc6&-6&MD9ETY
ze4LE*$(XOQ_?TndVKePBCMAV}YJIROCRBg<uISh}7?Tx}OHDT`6O+JL+msc{sC-;C
z<=3-Lc0xT~c2J;Coi~&_;6EUN_i_@FJ~A{+&17s0(&mW{s>cs03KEL22j{JNr$SpZ
zhFQ~DbI)cBJ$fE>%XK6XH>6WKCW2cbaZw%>>5=SAr4a*pe4`z!4^vcXut(p&uj(zF
zeD^-QU15QZ^{^Q1Ve$orw5U--f6F1hhx);(^m`5SXXEPFD@XwM56o0b5t6R<h)>Xu
zy7Yp9Wy4e{QE#w0ej>t48z-{nMgP90NAyg1TX*s1sCOoVrGlue3?#`0)?j4tp|gyG
zgP}J(E5CA4lF>G!QdCRnekHo2Eh(mOG}r7h-uP<f*|hFO*C`QwFZJ2A!R1Q)OG6An
ziHT^HvOhHw6KOA*S&1l2So2)D!7A17_kzwbyXP&M4xNHm+TZle?T#vkOluoBryM#(
zI^^HhLi7=}lLJF9XC&T7x@0713=NqstT|F}J4GwKjR}E1kZk}{w(^yN2wwR!=o-lr
zE(0Q_&`HM#R|p;Q{v47)0X8Xb>I1i6cxz-v_LaBUu*E&RVdt4Qq%9Stw;bY0&t-Ou
z8nSj3l<;W*OB<4iYE#gqonSHc4F>zLAF}=%8O*@z0w6b%YXVM#gENUKdQy~nI0Y=*
zaqB?jrVo6C9<Pe&vH<bt-~UUMA_9AcS-a|O4bH4&aHdXur}Lt+jYEi)N@swy1p~;<
z+>bE)K^NEi%QxMm|JS}J{4~OAeV9Cl+%`ePjq9cCl>`IH@>MBiwZ1>#W;gqECs#Z=
zGiV;K?dtA47xwn+X}Tq+cXZz66QY}Ju8vzPz!&ebGvDVzI|>%Lp$hQ&1RbgDrC$tJ
zeLZN~aEcCPU{gkaQChS2`|FaPwJ>#bVMeRbn~2QFvhc(U{@V0s-{NX~JKm&(uAhdt
zpB-F1m}pOJSWU5Q5UI~4hq{`Ui)$`RH|VU#@Y44sD}w0R(vvgS3g^n@T%&g1a=3%g
z+|}zhZdD{mAW&7c`atPEY|!K6{IMh7b4rn=VuLrnWmbg5wQ}hAc|tGAa+=N1?a?6z
zPap#<S{k_1W*<FR#ZGFPpIzz4>DZA+87gnDIPmjvex&oKS8P^HNR&Nqp~shCFjg05
zsNSNvfr%UvDy^<^RHizVP+%xQ>&ryi`^g9$VU8<h(jLXZ=ec9{KGj)lKP+<-X0oN)
z1Zw7(zO|`S>ZV*u1%>-gGTrVPDeaB+B)@7oQ}R$FH~h}ysEg|Kr?y~E)*OSC_L0$9
zWXAUE@!z*i*<a2VIDb><HWmMr#k_FfX5x`gGMw{$2nVj{0?yvIm8Kf=R8s>J$EDi7
znzqasX^BjJyF%(<+0ZNn6>tt+pmfYzmWX{Op>-G$UH{;2-{5_@nC4vjsTV=FF_xt|
zOo8J(0nyRjx!zDRa{M**xM3+uJ*>%s_kFMRlYGlw?q<jLjTia+ME1PrO(YFHr}S1h
zm-KQ+ZN$)U_ZJ;ZYu8FYr^jl&tuF9Ewy#vKl(I=S+B2_QCB2I0%u(5HyVA^3@z(Cc
zgH``B1#npMwgdp`z!&7&l%vu2_Y<hilM2A4ymt~H`PqVxHxQ;Y6$E^1lZATz_#MFY
zfav-50^pR&?3?jlv1tF1{~`ZwQrKTBi~2X`=Z{XoaU|-b01=dXlCwb8UjylP$Opvf
z$SI#(#Q0dzs_sa+Cs(tIQ_mU9S<)E2>5-3{fjkO48GZ76uN^mfM?>t&vb%})4|F>o
zt-kFxj77uV^D2c-LMN<ta*tEdfXn@18%YyEk&Q8cOg(D{xaCS?Kj^~HtJkPnI~MLC
zG;J5iUrEK35>r;Upk%Nh#mfuESjb^I#6A+Hhs#6krK?jV-?cuY$A-WZs_!5>0w2O6
z8ti)OfXrwPAr||Bm+}R-LnZeCwmgS<Jo3=YSCcP|6Yu)&$y8^hO7v`p=S|CSzjK|}
z3xK(~(X49)8Y2uwr$_DO>YJNRS-G$teyGlLUKf*?%rL8b&5gul@X|;)rl2q};bHRw
zgHbWROPr_t8xK3X5E6)(-}eRhD2@%tE$+1x3QIYFYY6k!@ub8z6YVA)V`}Oq!)Q&_
zk^W1MP4$vzSM_;PC6-wz44%t{)wSEnb55k)G}9r?SqZ{%bz$pm^}~%fHAN1zCk-gV
zoQ#~vu{1$plcu8=6B;911#d4IgtSKlD>!>igVNGJf9EXlOkNYmXhF3C05VwwG3Tm@
zCS-wI#*9vk)tEG;I*N>M6;AJ$gRV+v3l%YTCCd3^c8$2rephU{Nm`uFaXd56ZU1z`
zx$%x&S+MvELx+W>=5aY5Co^HEUq@J#A~Xi5LTi#BcK`xjM-y(pORUq$JCeFw!FjSG
zg^B3-F_D7r4vQO7^>>T5m||npGHLuYYe(h3bTbq!YsYD!2ZtA3+~x`RAQ`qvg-{rf
z@k2P^3lzgBQJU~=CInc9Fpd}!_Lrx@fs6L_l`em*W*R!LGdYUa#brEK`zj}=ghuGc
z1n)iUd|*73R=RcmK4SQ+;0Ymp29Py3+~rhPG&l!|BgaRi8zk-1ur;Yo@Ik!+Fb%B-
z%J+Be+K4luQjvINgP3wzy4@Xql}g!k%v*F9G|ufIBJ1HR7iP!4PuT-yvi>T@@tRAM
z$b+V2J9U2_lWy62B~OgG5e<R|dJkWD2;%Cdn4il@!Tn}rr7qzGB~{?8b?r+ORBNYy
z6?Pw@MF%88LY|epN==wPHx({45r63dt1M%i^DcbCD)djQUIoSKqO$pAZY9_`x`E^G
z=Ibz>=d){~42X1nBK%o?4J_>?M=Z0kLeub5v6q&2UOZ}3lR35evE#9J4ynZqQ`(bn
zFQFxPqpU|##_a*V#9yt!tRYI8M*MaODt+zC?n`hv<WGgWAV2rYT*h0(TH{cXoD0|;
zzyriZNoI%S99U_Z^<tq2MYwd5?$ea(mN}QCk%E(oEAg<HRZ?q9M>VRmnku~>P6|r2
z7r_**<t1qh4x5y&m3?-|e4?^jA(Su{9e)4Ga!MR<a(-L03-!AJDLB_4m9>083ps?Y
z_Ngx4h-0=iB5*-e$kurDGm3cT9JjNLoJFcgV2!ca$WSqsQO&t6zpw&(<4K~vC=1|7
zdCOqk98+yLxcw@Ur;oQ5#22298jl(>lljCYf6e;jci{8=X??U?&mUIWGt8A&QEF=9
zhMA7*n~r{+D|9$pT@gD!QQj^tUj4Y3C%UEfn%Q5t*|b6&(1Dl&G!Y^PP4)a2gO(uZ
zHw4j<8vdAtmRLXt{-vtf7}4=r4b%q@9NWRK^X}!xFwfS6-?xa#C)!GV8{e(|feY;z
z<m_$cA|#QiqJF+%0W)o(@)bF$+6SqS0J&%L|2s~&ek$efag+atw*OP8kN;w0v*-Ux
IQSpKQ4=1Abvj6}9

literal 0
HcmV?d00001

diff --git a/assets/cache_workflow.jpeg b/assets/cache_workflow.jpeg
new file mode 100644
index 0000000000000000000000000000000000000000..5d702c1df0cd87a425a95cf4b7bb1e80ecbdb151
GIT binary patch
literal 66501
zcmeFZ^+Qx`*ES3Y5(XtAB0WP2NGUBK664T~lu9EgDIo|dB1p>!LpRJQprlBcq=1B^
zC<a|hm%zI=c;C<Sy??;>%lG}F*Cm_Td!Oez*E-g59BaaLwbhT%oTMQkAvvO{p{h?p
zLS{fha^MHmLHL)il7ieMB%CCgs>+7GR<m`K3CD~!U*DmoA;WY~VUCkCUDP`q%qgSp
z*?8(qcJURXGml6uluanS(c%30QdcZI-#r{nEgM}vpRu)Ty!$G^KB;(qx_EkeLLsbd
z2HSh&QxQIBysz%JaOt(C=(-2NB;=eVq*O{IWON!4O7ymZ0&c_P`~MF=I!$UDK}kwR
z_wTA)B@#S_l)Xv?uHOGA+X#pM{x{YC|KtC!EQ^u`)$N4_X8X5yDeM=1HrRJ%UtGPD
zD17;N{I@atbI!d)yQ7NhHaWY!ul-l1@z<hdc+XuSf7#z`7)%+KuZ+an{WqTp2JN|;
zkK0mZJQ=D}T}o4x%Iw?Qf=Lfx!;Z3**7E&uQWR%Of04^a7pxRb@4GRUSfna!T`%9{
zuYK!crrXz7`FD1A@^AhAMzVk>5g%J3(N#b~xr)5f^^3jR>usN<L5GZnVgK(Tl*t`w
za$ovYI$jS|xTIuXeDtd5?#uxto2F>CRqvvu8$aHKs+GkCtj>lzS+320ZFjBudOY~}
zgd1ZlVVEtz|0pSyEf;Cvb4>2e-=$9)Gf$14+8;c6%5fLRug85T;NoLO^mCs%bBQbO
z$hU6v<ZH!!F|Tm8o3EZ==gHy~*CD~T%6mHBhjSKtEQBLy{cXhOWGNT!HS3^_vGI3@
zM6pD9w^l2%<O=_v;e2gECAADw_m3A`DqP--X@>JBSXN6o0&%6JPi|an;nX4bTRsO*
z%{O1Wq}`LF9+TVpEB_|liF0nLet#F5c+#8(o@cSh`8*TQ&()BYO+wcx<(JxKI`YEZ
zzmU7tE;KfuB$V2HO#bmcjJ0lvi}MeBVA7qxzc}dW%wvO=+Rq)}y+<BPIQ%YO5J?Ix
zbiO}AncI4F&a+h;mE1C~a!bSN4KwPKnI{#S+}748e&s!Ly!+e1lFQA8e;V%}NA~t1
z-TLa68|_9WmP{MJABolvSolxn(cM*ICyN)*#9iIpUaKnEI;ya&t6>*RB90?%HYA0F
z!)ZpAXz7FBSZLyyn``2@Q_CXbVOx69-MX22_FLVTRKIb&ecv;)$^teyAIaUn6X!2{
zo3Zht#nUuOchVq_>PPkW_nlpde#={yqcb;Z7akDI%6M}*bvZ*af;I*0Zxt}qI45$%
zS&=mx`fupVLac=3Qd@YoOO4Nzyslgm3j3^e?rVaV*>I8^x!cPh2PFbGy}n$TTdiH`
zyX;x8q_}bnzep|Li{!om=8)g7cfVP<H!#IrDnG7f)=o`zOznHk?|O+u3lGgvaW<I`
zWd<iIKG(-!^BQAnxFEykh6dYbDQ+(tT&}EqrG6t&=ThjglY(SJ<(d5-XwpV*ZLjo)
z5$`C^92RFPr_WM=4ewwac;)@n=}V>S{r4Zj8O_$>mvlnqNEiehm<yv>J$yE*g+iY)
zqJyz$OvDV5#BCqGq2#zthYxq|&JFj2^C@8{(R)8!3C<HY%Th+*s+s5dkFYR8K*;nV
zai+o_nPNy5kNnzE{H!nH?LEq-XLmwq$r;d@6B=?#OcNP*6hG-@e~*886ptZ0S+!Rp
z_(FQL<=U?gzw9#3G81Umrl-4k>3dF$qPXk>jVy^RuV{`qc4UEH>I?2IFqNu<yot7e
zgFP4F-AjQ2>e+!8?^At$hO4#6GtEw48u=BB&5IF6Uw}ousb$leATa)xlB0ZWWxDs{
zaM0FV@yG86sieshly_5Z)W6u3x%z=B<zmL4bU5z{2AI7wB}vNW`0QR3Q!7)hlmR(;
zJesb~&3Upj%ea&JH#MihH;Ft|Bsw%1A6nfGYGS*Ul&%oKYkB;fijv1po5UwmI%bQT
zq#o({>STBfqiIAaa!wDE+9{Z<dNvg5<zSy07sU%a2;j7#u3a5+8UGgWyJGjXOMh|g
zS?wOr5Nsax=>{YuG#)6u4%%+}+3;wtsHA?AC^H&+;otA6^8LO(Seoaz*uuy4_#mv#
z$xM9|vO2cZskawf)M}m|%eb>sE%QD2K)kSE`I^(MA;^idKD(J89voq9gP%D?%gw*c
zlx(TIkb3a&37g$Jb3+wTrBjUG7?tvC9Wdd@HpX*5w{JhWC8(xXdEG2WUirf=Pi8s&
z(A@f1qIL4-$_%UB%BmbZy+Vq|_kxTdaqsERVvqTBR%<lHR^UjEj3*dqzpxfEE6v?l
z{}pqfxBj{0K|IYzjc!^vn={mqTsY1eRH&4Rl+-R_`qo-zjyfvfeWa&xxZ@_2Tqu2J
zE8i@c<<1KS_zZsX;NuMiz6GvX8WdYpbJ`p-VvQx}9^p$1At5it2iqSh543de*5t!C
zu?L(^sd@aQvc$Zi)oc25OTBi$G@+ndKkSQ2)%C%vO+tm@Qa8UVNd&B3|5EhgT2r!G
z)XC~O?tW$!68ukk_&82FIx_Q5i<3DqLw$~1o5EGY46#or3Rt4C0vn^vaXbgQp1Xdj
z#P=0lrZmnkuHSTCYGAfDHKtWqj%7Ok?lM_(LY2J0UV7~&FYlR#wSr7=@$MoSg)sb%
zgU|f16VZ@x^~q_ot7mU~OLgE{k6;pNgAy{U{Q-j$9QzWQcPTL$FX50p_oXW3;E|I_
zQ1F-rjCyliq?Qa`c{%k|dpdZ&qvp%4m6)p<36hxUFF6;*dhRS5lW@kaHKC>FLDA)^
zp;s%(SP5C2kV$2Yu*>JdD-p+qol9t6VUMt$Z7Y^C7{2-bi1BCY8%R7a=1T6zv+vHv
zMEhh{&fNAy+O72JY2wp(k&ho)*JcN=DQ=81)_fa>tSyB(y}9-KbxNX@f6MIGn*MpZ
z$A{Z9&X06F>m?d}bQG&Q-g#@PyJ7hDQhUB3K|hXnYGv%!NT9=m!z@=LjtN|yf4v*j
z^UO@b^NVZMMe>WxE@8uvC2jMtB`f75mht%%lgZRb-HM+c@3+3=%8O01DGRxjz5MDX
z#8eEb$}nrXEZ!2Sn?44?^`cw?R<$o(!#2m41t!JwShR%`Oosg?(u~#q?{}Lis%leM
z8@~3tpECXNb+IWjg;#nKdhrF2V!zNl{-8E@xz4|0W47#5+k4vc*UQ~BN**^xvM}PK
z;!jM!&iQoW@ArGO&n%`6e8Y3GoDZrE+?I43mhLHcGWg=07j{C@F*Yrv`+5XpM+Kod
zq0hn+3RGN<(OI`)#~IzrX|Z1XMQ=PmDL7ojWSL0|k3Uf&jtp`eB>zY_CWwj_HZT7(
z*^+r8j6}Sl41vy^oaB<1J;!h+Lw%D6KFJ(JakiJe<H5JwP)M|oC7P7DIi#dM>~PO*
zSfOP1%}g7N$13cs{~8~-7E_Tp9RSN#x6yQd=ZgQ@yzA?HGufi>__kB-AL!%6(Vl@@
zt6Ki{n3B1KkC(*xWxQ16_;k*1du?TOL@T!+c7AY17V5A46XDBGjKuTs6=NS0zqs*x
z-?KmZf32tK%bQnFZ?pSGu_<STr%Josf4$z_z9Cn}MeV+Lg}~lEprKp7${!S!U|(|V
zRg)QWUT#W51XG!{^>dq$cIFi*=U<k|60L)(w>O;%((D~-Q0D#><M+!*6mWO}&3N&9
zE?ku;-Df!$N()#d*`$m5W4gEod!+4p+CGalox0}GbIf@S(s^QZ6HmcM)qD^C^(lEc
zyC^dA$T^g0!gUD0bIQ)?0vh?{v0JI09pQf7CZ_Kz+%!w1&^GW^Rb~4AY<Zz;{&Rhm
zu9xL_^6-Soo3_&*7<J0aF1LIbuJ$ZaZBIG(DIyd#pZ!Rrbf)T9vR}^{%EH_L*Djvd
zPGVk_UugOw+fLgT@YrIy0D3QHCkI=dcWO#iIaFT}aGGB)7AsTIP~JGz$a-Vg!L#D|
z7QA<r+)va63@5?lj=#cWbHb9pE=xn2rK5IMG&V0e?9!vg3R5de(x+PS65Ca%)z1bx
z6*Yeo9#8#wPy5LkpDcDw4Ml(bF|XEQvy*Om(e)dY;<z~;jV&&c5M6rdwPDXW<J%X5
zIL3o~Dmn4y)gF14_Y8~7rG)r8?z$EfnZGG!yJ?P9bpFi06~g|t$`>C$so{n?`@422
znxLDdlKX|wn$T)&{s4ktNW9{?6<MLwMIN=t=Osd)6t}K#t+<rb_3i9VHdprF2D}mk
zkCJlMb+$wET>vD$HLL(Vf-Aepmp3&%vV8x%rJOshshiD-*WX%B)+yOS-5cs<W}}t=
z6KvURS>bF{!`n89o;ZEl#F=8^Bp=)T=*X_fM2X8|2@|K4bj}`lWxt*9X$C6QLrJ|w
z|3(&v0h2%k(N+Jh-<nl%Et2Yvlj@i`|Ftvg0%e)c+z@1ym7kA9)x@WS82y(IhGfc{
zTydlnXL_KQOAC+XNX6eC>}gu;^K$BfBL5E!wV-#oQo2Log(mhz<`tzb=_rw&0-bY#
zo6F(3%AG^}?Pr~;vbz}_x8q0kW*#qBxD;16&eME0=SVXsY?zLh5cW0sM!2&*V|}*i
zvCl#07q4s$TtXO*R1h3KrTds<m;JF2_a4VP41K0@zGpv_(4p)ykf4^O9>eZKTIC@%
z)%&!by^iFopRix2G9{k&{NFRYCdS!wn0{~n^i&CUG;x~mhXSc>Ye0Si6_OL2$dWZX
zpPp$jb4X))h$o-x>v@)7^~1^Ccd*p1$Y%1MjK5Z5uEqx5D@w&L31ylb<zauzOKsTl
z)>k{PLeK5ZmAN&Ph<{rC#gVTyx2hh!uehf}N#$}-lcf{qYVoKSt=meC4)^Go^z=E%
zOJ*saXC_$}VVHct&al5jp)TL6TfFd8Z;^#5gHXlAGRLZK{!f{d>YTl7F>5;$=Xb+L
z-Qx>aevgct@)@`iF3C67KgpCoYLHcH2UScbAg$VzR2=sxM>_-J^bNy0z-pIJ)gKLU
z0{Hnt`<n@}HvPqxYKNM0dQPfVT`a@Kmri#2=f|TjjXRazSF4%!s<S6bN*qhm`>Ms!
ztBB*0>6uOJ^X!EUk0)}yI^A9>;C-*}F5AsFq^p-1UOM7E45~Q#W#t%+s_efdpSv-y
zE}>%0C(g9Vm46Qc;VgZpievj{>8xuOi*gboDVqr$l^7q?jqv+EM;j-iFr)R8E~T3J
zl7|Yt^=Vo%t*RNOxByj#3FZAe<HuEYH)l##gV^++(%$60Lx#Y!uGgw6>b;YHUmL2l
zsCv)aEGH8TTQ5!2X&?9N&FT+OmPzMN3tWAA-L_S9@$(_r&`c7tE=u-GxhTW?yW|P1
zmt3-s-KgKlx8&y-)fLw-+Sb4M#@%0?29FW7#)JVb`JVj7`p&i;v!>8;gigsO)g5Z+
zy;#*`QY6pP2&eb|+{`>J8B_3UbjPE<IPKw(t41!=6C8VS0u2&9XtE*tO2;nl%MZjK
zsF&nm2sUmV)MU`^RUYbK624qnUS08UnO-TsyXi?h(p;dllvv*33|jCM_%l~jy6xPr
zxzTsJL4PZktd(+hFj|O-VrIU3>oBLm)Yzq|eYlt@N!ogEd2Qs*m#qq4)9P3%q=gA(
zwtCp6IyG==>@9cqC1890y-uuTh(o$xBkxB;N4}w#?!V$i9<h4f3tn_|I_?Z$z4ARq
ze)@Fsrz2!L%MAF%Fu4k3?fDae#lvS#Frl9q@=LsYe6FxFrJ9qEI`WiEx8u3OY~v#H
zxSVhg2DO87QCK^=vqnhsc=M7HN3>|&vi|7Vc5SC85y49GAu;E71}5dz`IdJp;zBge
zLr=UNNkCXBB@DSp{rc6VkD{*!#LJn^n-}W~CZ$}spj5KrWt_d_uS2OdW8=&%0S#^2
z&HUs0xG71><%tZW-l&cU1INlM&?;yqHbwp5$u#3{#|j{5ubj2~_Qv9m8Aqjn`&bGu
z8^_}aT6ZKfDA1OI^|~{9X=qdN_WDiEG3gNRnLhmG8+E-%1*2zxyzpFR;RB;*D%QRx
z25a}^T*V&SksLg#iGP{q*p(fs;H)M=uR2ekB;%Q{;Bxa@tzTRRK>UsI_)8)!3MUlT
zPT&{)NDA5E^@3T+Frx$$X>G@*zNvx?w_6)b0{S1c^ej^H$P)svnieaku79hQ>3)Rd
zI>ke(<A4wG4%$)3{_1m|@msXbF_G!g%Tl2bG6W=HSA@lQ-3wS+9Q)V~{bZ4b0O2X)
z#Ye}b0Ps~gjnoI;WaU_V!ezk4Ve^WTl<NND;G^e*fIVpg)?~>`mvV^x_Mf+LciK$t
zCM2G_^ox|;{Gk${mb2qJSc=wBckVBCwO(NZ;4(Pa5?g)}Pt&5*eFS28jf(%v3J^WB
z=O=VWhjU_66x@bizWCZp$SsDW6f3aX6nuQIx5U5sa^tnDRluB-#I5<^ByULpW-Mt4
zmoD@(J(<b}dP=O%1G|#)ru@-^6ZfzS$B<v5Vj)GlS=9Qz*e>usdnFQ%cI#g_?3FH1
zBgDfvf_zWZI63z{bF%Jt&QY%R7*iQ+I^#uyr+LrcO^JkqjGE1dhx9&Nl~<c%xl+xN
zuKnUDpXWAEW~CoG00)tTER;bhpXTBR3KmrGe`7Q__#8a<4Qc&|e}B_Jd_emh3ny54
zz|e@F)Rw5LYJp%w5;A3;U@V2Jsz;4Nv!Pqe`8p&y#Nr?#pPj1gJPXS-*V!$GT=)Yz
z`OsU}%U(D%8=j3m>G}Y<@E2To>JAB6U!bj^%>flp<UUH7H=&9A5&4qa6AA1W`Mk)l
z)BSk}T`|2z#KL{}n_7(q>5fQ3u<-oinklbn;4zrg9{xr;?O>(vRGbDOtnsOCbmF+4
z_c{|u4zcBfgC*A_{H#bV|D9~<@*(8HhY(U+?8B#LPm1G0@2NdTE*zDG3;Q#IZB{t&
zG=09EC--izfp9q_D3O*E@Y8FB1S<G-67pK^V65N8c#m36_**$neDC==bKtonf998}
zz+=dBBiC`pdLv81TB>{Q1fFK)Pq)n8lE9*edRmlKm^2$!MxUBPmW1vq*`-7gsT;4i
zD>r_GaV*Y_LC@XZiW8b!LwH9xzYLxT#?XQu`2zM~F-16uI8$y{rtscv=(uk7nK|GG
z%N+Q$M(elcC7?Uh+6;2Luaph<SJiZ9+uzEBH_%zNFMT?n;gx0`xMI}3=D|ZgOsAAT
z-1*ad?|qw3gq+`5f1e6RSF^YO`IQS25Z1Z#W4u%^VI!;2jVt@_B}R6SlJ=~GecMgT
z5hfFhD;<E$`q$hKkjF!nLSKjq*k2MJax4ESw1mf~M!&aKnryG(Q{(oPz+oT>V2xUI
zf3ff1lqv)cEPiKutA_a0YpQ!3x*soZTILI!Ob`-+%P*PtR=r#M`;beCl-u#gYe1y%
zOOcU=V4+%wUrhGjzncJ=K|WTD7C72>YtbjAT2BQocTrn^3Z>J)!7d6a&m&Pv5>n1!
z`Z}m?>RVmSAhfY6D=+a4m_j9yyGmRT|LpX8k3=OO^2M!2ILliX>XM|6;)d<_tqTX<
zUnIfP^!s+RBG+W0{s8fS2M!~rv;M39Oi@0-s!*#Y3c5e>5UXgd*1P++qZ_CTsG91|
zdo=j`%6r9+{UVBU<2;<Pn(%JCP6o_-TZ7WF8F+rheyH4u;+u7j+L4@wX>xLLEnrzC
z-KX#EeNHabZD5P-;Y3q>3jiKA`J+h9X+mi=H5mbRP(Q1wZhvd^$N)WxK{T~jb^Ie2
z?8+4k50b)K`5xV0DHkevq*=q6ShZBu<*GI(UpZ`fA&$^_M1T!>XgVvh*E^d}t0%J`
zEqXnNB#RJ4M{YDtnPtMs31MeH37Hg@V1c|tcIGtj7_&*Dv>b}V<u3h4P3iuG!s{RM
z5kyEQgbtF2vSi<uBqmn16d`JsJUl@Gi1JWG0>Y1ykg@QbxwCUy!m%?`Bhcunu~f<H
z9skDZ0&c1gKm+;m?mzDg)#S5!`01cehF7=dcvcvD>np|1?|<OM-$^`KCWrV?>Y#i1
zckyF86f2vpfVULPNx=P0U`M7L|3Iw0Wo0zq7l5`nGjr@vI<L1^Q|hLnvyp0z)>e8W
z3ax|nC}BU)Ea(R+ToN}v-PyUegasl)Wc(X&-*|}*>G%8uK8QMaGI6cc&An%P!xWMx
zcgs8^UZcqRbx_6{hNum_Y){n<YZLFAV&wV=YEy{`KvIknrz^S7?7$T?X7?wWsGTNj
z|NTvf{nqN-cwVBFxJ%!&a3}TlWT_&<m6?7~*SQ=UAPHjy(kb>M@)#*~JdYmh+3OFT
zzHo(|y4oSX)Rxrm2a7Kz`ucAvj@bLuq{#va9wDRctu<Oh4kzqOc=aDAb^MX6&*?&a
z{Y#}Vw;t;`x5%j`SVLzt5rhVc)f>OR)fpF}jJ1czCw@-%KD|shdB#SmZ!zn~TR8L-
zx2`*~AUm1L`5bV;Lsi$Ia)B7tsr4kQI{)gcKQwwFO<kJ@Mll&DSjUax{LTdXD-@rw
zUuue}fF?w9>)qMizSUL-A0QQ92xR3eL5ZEK?fO$Az&u^8&wDl%Pn^U~3mAQ9mqDU_
z>PNv663*f}N(^JU(gU@Ap4bEMXbxy1oU-(@*cDCU6H#k+12>$Y(RB<(ZmYqtjL8Xc
zoaY7YFl4RQFDU&S)kwH6C_CL>a-(0>Pgrk3q4%ASW-sUjSL=<cJ?w;xl8d-GzdwO!
zeR86IuY?2(k@<&CjD~k_7EVG$hT!<qDiT{x0M~*e0wp#cCrFLk0l0#Ctd(7Sniq=a
z!uKvOWPg--GaE*=BkuWzJA+n%D+DEHV<?oGk=K-9UTUj}l@l}~+J<6wfdiX%VI|0~
zLt_3OLod9?_8O5V^u3AW&y#x?4OF06_%vXX%uPx6pQ<UwTvkLu<7X%0h*ujTD2VNn
zybu$F?~xS3NF|KzB~P&FiQ`9qi;QlJV!a$b-JN$Sb4%K(8zp4)h*>n+$sv@6iCf>O
z)^|Z^Eu_&7IA)yR_~*T5&XC;e^CKQTSu$SPqjIxng!CYeJBW%p>GFe^ULXUn4q4XU
z-gsz;Fnngcd?!;BA!BV0=!+x4pv!1l<z}gx?RCPvR#l)uxj;LuG&v*}<3c<xVsWA;
z#$&A2jL>~lDOd1m*udjP9)on7TsmZ-sxR#CXoZUjwkbu@>FScI_w0a}p^_C8Bq5_i
z$4@_;GJ$rIM}TQ{<j$_{3cdrS4Uj#R$pk^)%}!)MQ%6Ba)CJr+{0NYfdARIcd5=oF
zBk=6T#PLrV96g`z9hK$hHUc)1O6q`YVj^%_2K(7&3k7^~@<Y|R!7{$_A*eIM#o;tH
zstpJH=PLT283NlP8e=FUz=U~ny5%vB2bTI2i{mS5I6iNLL*Rg^_o+5qG6YHQnX30>
z=UdkoS+9boKNH}-9cipRB?oBb&y?zJ2Ol^}Wt1^>Si(U5z+O_;r3!)UbrIzZCr!-c
z+>LL;7(+PsKTcfyzS3`9r7z{sk$OS|nA30#BZ7XO&2fFQHf*Su%@l&sLHq-aj3usc
zJs?K<CzX(1LApQj%T>?m&2!&;-{%`XOeDgttLI{NGpLvWrda&ayn&>qm%PufHqZ#^
z$(D#HM$0d12<ZWM@U(Oj89C!RBq?N6=I|-{ZRVhWgBH%d=;2Kymx@I%lR+*Gb|L$i
zC|bpkw>0(hS7A<cDMK$1RQ+Qf?{|6rjHlc%CxF&xeE4`#j>n=Qm(k$v2Tp^*^ADC0
z6b45qo_{R7+s|tO^wUE^dXO&Mjd+=Vr@VoV!Y*&R<TW9v``v%M06P)Yx^g=S>jqcz
zF3za>0In<b9CnmKUb~+hC_sCMY#QYAWXBQ=ED}E+31^HobjsRn!%JLq({~e8Cnl6d
zG>brB`b04oAr%K&R9KB7)hW7>b?ME?9M{tJ$2y9G-qpjg@*xn(UogGUnBdiksZvI*
z#oD%%2tI5KH%5XB#G00Pv~jjqy~XWQo^4{r+1j#GD0uICx5&TwO|S_W-TAwqj?I!y
zZj2L5JD@?H0w`>DA<G-tWD7=9K<tn)_?S76X4WM;mcQS$$NxRByDoXt&|<|9)Wi7Y
z^o`(Dl~;zmd&~z==~J{ElCH=j-oS}_raJZa<+}9hz_lXPG|-bmoF$^d(SJsEclt5C
zfDMl?MFA{S&n2pa(%2kAAnAY5^Goz|=v!c~MPaYy=B0)7pl<nGKHa~i@x5;CTbcd}
z$bpUJ*`_b9(i4cl8O8|bPCJq{ANzCwInAfh&u!k4!LM_OC?Ya1dip-2c60Z)uIu!^
zKzX}jLVXE>=H-qk9VY#;-Lkvbjq?Y~{~x=3bHN?Nl*{4Wy9__LfOO+9C2WH3a8=eQ
zS0hdX6AH3IXu*54K1N%?j|U^iVYRC-+3ft?@Zl9aAKra90fmv!SM{a74N{&l5zs;$
zY*6SlXa`3{gM(KO<7p<}be=}?$I%eKrE#<HZmw4gT;ci=2a2LRSX&$G+`h^pMELtS
zUbm@@fNgb-K-;`&5c@iM=+ub-pMT!q@htSQ6%0F=QVcgAyl68&Tn#(z=yuytxf+G3
zSss2cdL6`-aRd{H*8aKM<?`MkBd|}>rLWCZ&*HZPsV43?ad){#$Io2cv6Hi=m<Y&R
zu}b`JFOR_wj%)sqQ*Bv7WIV@B;o+(mvOXV#xP64-t-LYfhQMRbUL%u13xgqQ-v%a=
zq)Q^zAG~Jzgz?<fd?e)gIvH+x)1VKx^(2QJpfo2Cfkq%PKiR<x_4|~GKLva?R|w#H
zSl|uU1+IlSRRK>w!39JG18u!q#OB85LOsEY?l(xNZ^J$q6N6wO<%?L)*aYK<P&X-`
zj}3lB*$UP)#q>d?<KjHy(svq34Z@0E_UR~$!=xX5e4#qK--kW~^@~R2Mv^eBk3QCU
zW*7(o;AdVyG3~!nz~fRXAo6OGy9a_*=`0JLX7qU{KR^p+Do4_nxoQ(-4NU?CsaJ1J
z_@NP)Aqm8+`0i%^>+69!@(cG7^)Pagso|3$BA8AZ{VKMs!Pfb&U?Jr#vK<w+8maay
z=u&Y=JMa?rSpIG$_zwb-N~WbjfID=mk4eb*gxyV(l-i-6uf1oCB|OKmO9;_pCarlt
zdWfKx^T0K%FIq;g%wEd?N-mE!K$3{tb%3+f2AguOeM(nQlN0iGy?5{k7SQ<8@}<Mx
zZ^}1$=99hU|NePDr_hxZU{s<aZ&ax=u^^!AKwJQJ!kn-<U-MgExOHtS!+%=9wslP}
zlN34aWEwWsW%^b$xXRDFh(JFQv{l5Ean^NcfcAP|?1=BLs3(!5njEIkX5nO@KD7Zq
z5!DgdGdpnP+_242*-6f=D<x*MftDPf5!rvv&tu4}^44!F2`KtPHt`Pt;WugMmtWTH
ze_Dd@%~PNT*rHJA7{$#(g3;3_W@YwKU3aHNEMFyoh+M4{E_D4wZzIBH&3nxZRXj}#
z>7tj5=U%b)J_U^Ao*7^}-V4Mh&+&&m(a*Wjdum~k+Du=zok2<0=Oz$Szo;fNG+Yv`
z`wUuz%&LE&R*94MX~efOdoTproc919+Yhsde-Oth33W*SIxN)IVV)0sVdLuMDPi!Y
ztmbb0{?oPYXt9`*CK!2z?sW{7!rjo35y>zl^aK6=0xgk>UIvz;dGp^qJ_@U;<04tl
zbzro;5Wj+tkK?=h)M}Kof+%D2XF-rcQWkzSv7*Bh<i7^4ef9BC6JSB9KQ$>i3z9$H
z55l{s(9ty-l>_`$<*D|g6*oq{A(o21k_!P+m%LVbO;W_JHLBX@sKv0m?$(%;SQ+!j
zhs*u0?df=?8JlWimMrx+6|??X+o4kHF3;3W+g3se0C=BqLG%32ZgwemK-ivp7MH8#
zQE0{yo`cd|0h>dQ@jx;_md6DkqxRDb!0~f)IQdCo%_3km9i{K;p>iE{M>bRT^<c58
znT8KqZ=)#1`AcPyQ-5(<%adnQLw3{42k@9>>hH2hDwEMx;%GGQH|*s0(ljcS+gL>#
z$X41SD!&a%yvrTL$w7SHA<^1Snh+I<bMZo&VdTQHC{{#P$CXYZN@-E*6w|eE26P)D
zUpfS$B()27&H0NuPj`k;vQJKjcb;zh{`OuGN&2mCeqw9RRX-8%Yuh??xfVNRWygBU
z7E{9+016$8rdwJpO5x9&1FKTmjapf0-pLEyF729+dCf?pj<%$1K66j-l>zUCwQ1Mq
z>(=62R`G>r<|ccV9$?W+k~e9Qa!obB5*?VQ9&3nxe2tiiCqTjZ*80evELwKDFp0i1
ztkynuc~g5abA9dguB$b*^8-wo0O)C*rxUDhFda)4==KH$xuZ-CQ)WSfE0X<s-|F$y
zB-7ZZh)*eK7Jb2olX!xvT`N6j`v;jaALqorNY{bqZ(FnOW3&1nf!iTu3esc!VM#gO
zD~9YZCM|K!kA^0F4(c!RhPR6LCv<a9dS9&^PgcnvmfyBOxNj1&4F>+x?ghE6TB}QU
zZ82qf{tX2tSaV4>Hgomdes6QnTyGQq2BTQ46IZp>ErKQD!3oJB_FI@c<gPmUe0+M-
z>JuT2A$3yYVt!*Zn~TF|UY+#XPoc}<%?ZVN+<i6kuRhjuL-h@42Ou+xO}1b9=}<~@
z)xh+fwx(gFgR**l?Pg2nDdbV;p3mG`_0Gj+Pb@N_43Y)9t|#@KZuk`GC>&$|7RBcu
zSilxc(UQ;?<aAcm?*)6n><cpW4nMYn(_cHtd_^CanSJdqvA%&iKcp~$!^*f+m-Aw0
zqF0$h+hL!DR{?d_SbB-R=zixrx6>ok`cCE0XvGCl=ID6ke42oh>xz5(2Y9jMeRRcu
znG9jod%#^;eC)PmnI=Qo<jp>@DO{@J2PSv|eX_|y*7mDTFMR&apo<i`pH@Oh4Vkgb
z*#-cDUL2M0o{^w_(82D-*g9WKvDj}FP}IIWkHZS2eK^0fKwER+_s-VuPd%uj27Max
zv3ZPYzG1Lcd(;WBca;VVK%!Ksb)OyWcc`mBwre3fdIImUwCpLo|9IS)OUsf5=qus0
zEeW|84<?R|<m~mYx3%rPT7t{GN2*Oqb4>KQN=8>J>@hX#C>5f$gp4*jI=t^!%z3w%
zV!dRFy78VF#W}a0<Y$we*=}{K9yNUvK$n%3{FJQ8Z}{3((uPuL4PdIX$878GKA`1r
zll7T(Ov$wLPbTzS&#X78@o`N#fRWI|xMwPAoJi~3ECFXyrz3Ng{Tu^Mpl+x~NU!~`
zQ($6W<{0zPDbDcjyX%v>mK|A*R%7EHD|GhXui6S8h$SEpTdA0_^K{IpI>+WhR)rxn
zzk_Lrscb$vo^CSr^<?K=_c`uJ>!#c^C-Y;)6n&c{Ceq#U8C04o<yPv8xw(n{V|+h4
zX9U{kCyi27{L;P3qed^174|#C9~Um12MJN%g@73AZt*xD#Lm?EFHc_S;c`q&^+8R~
zbcv%E^sSMW@5_yrC!-f7f*BOryQea8wW)O~l&lXMx-E^jM=_KT<?V1LWICZ`68Z!_
zRM8d<NZ^*y8^WU|DQLY`OC~n+vT+T=%3NuU)rn(x%#%}Vh$?_I59abB1bvUz^-h02
z>L{!JI?#xWtrEQS-(_3g>YyyGFQ)a;e9UtQW0x80==eZWKi5p4C56Fr+B>Znca#79
zOGZp50e{kt(`3>+T~#os5?eFsmG+p$Vj}}IMHY+~m(T4x6;HM1aHdn<Iq~k(Ov(0b
z<w=U>`I17C*9Xp|*c!|vp)!XC3v)C4z4;VdKaRG=I#phpd4Y<cL8Faisrf8J8<p<z
zvKVO0mj6)*+J4ew-+l(;i?-=FoIb=2R)vdUn?E%Sp?9`8&ok(IKpYp9qn3gIbz2!y
z^t;bKTX%CY-HhjXm`3c{zd1Hu+<p32)6G-iVq!tVcYmpI+l>y|68mV$_q_O)-|J6o
zAE;jC*VC)Ra1%SRMzvTOyGsmcWB=_!U1P6_`t{9<^h;L-MP!qC&87^h8RV$*y16y7
z%cC(a^*_-Vi9iMcv|M|hQoe^%`IHb+OoQp633{SRIQsKK8GpQByD^1A`GC1!Dg$+R
zQr|hIV_WeA)mEJ*spQZeUq}0CP?{bRR5qTWbQuKLwjVzV!H)eb>~TQy4k=Hj=X$D%
z&Vp7Cx2vX+m)h@OsS)-b22mD@iWlHSUB#IzXDuDXMR0CPS?6y(-Ske+IG!2<<SM&t
zk=cvMPI~ER)hQ`w5wHM!%+VRy>t!N?Jx*v6y=paYPu5Cn8ZFDXlez@8ws&FE#N&m2
z(u!(V-(;qkJbj+cG1ZzsCb5iHupiy};~uu!_vOoD5J5ouTu^#ML>qOyIMY=Dis3tq
z5rQOpk`4nevF0C@?`=aPT;D$<HTV6atz$uM{2k}YGqUA>hU54h+KqX?Fpa*7C2+<Z
zbw!v{P#b_La?2CkIdk<&*Wm4;E62|g7G0X981ujSMYqY!b&}mu&(=2^{cZAETu)RS
zN8S2)pDYld?=<s|Cjtza5SVD@i7D4N8dwkzkmCGsZYJr3W<s~BYFPJqX$GTwES`>0
zqt2z-aQd*ozOh_fRY?YqGFlk?WK_2(sYy(@5ze0)Y$b%r_EN=qC5Twca_epGs{R0m
z;T?-R#a@OZj|^TsBcNjxq@Nc#5--Si&+kq0e1NCboo#O+y;fx=Q9bQ+{&oy~IPi}Q
z4h^_HYJu(yS-hY_K1Ne2=YoD-=ydB*?Gpit*(hh|Z^WdRX+CMX>*|u}uFpZQ+Q3M*
zSNP0ylpGdi^z)wm?8>sxj2C3%OnsEa<BigjeFV#xG;GEgs+zZI%V|JZ_~o`&o~Y<Z
z(J5ZJn5JUYu#U9Hh5`ciBKJ|4rh4g#-!g&5<_FZXQ$1HbLeyoq9%Azzi`ebcX`<wP
z#g?qlE9Wt@fn-~u-}~a4y7kbLd5rhBEa*CRE`~8&mu1NNkaGVPP@TU`^%?%H#2avb
zaO>yYyOWaxD8!iPb=>NN$^`4Qw^gm`RIR*vwio%~|7}e`Liu^n_9oC(121^;y<5+S
z5T*e$zcEiU^@O^79qkN;Xt8q%qSlJsda{v88XV9*2VNIo*$X%_HJkSjju;aY5Wel?
zIk)Qug0_zgr~ayFenyxuev?97E^fVsN6fSXRQJndnhm9!a8`Ti?u{Z97)Qn83!H(_
z5i>dK{J9xplqh0J)}lMX1iQ`e;iZwCDz695qeHe|-VgEH3O?hx^cn$7N}0OI-mQ&*
zxBF`G4TLu&LQ8bqT$@*<bK`z|;rfAxLcsmCFdCIRc3~w$Wq%^l62soU$1agWw{a|v
z2#r4Ql0}5+zM>S-R4?`{lryw9Vk;&@LxDwE+VDj?M{XRq!OmiV&%dn<dA++M$8B`E
z@_M+F8MH&QDl79}YaDVLlEogY0(EgZzaA)Ebrew}j+@2l5N`H=g$~_Ap6Ae<Jv5x!
zRaXZ?2awg1T|C0WD7{w33ecC67N3Gv6<1hph|SW3IE`0p+EZ>h>3qnN(>(eNo%(>1
z1tK?(2o{xeo6e&bG(RI8aO+d^3L>sh`QAZ4ecI6fZD<NsYNm2z!|@oITQji%fecXu
zZ9uMnk%?b?Aut4u!`6tqNbdmUQ7qBIt@RXatmiWV_1?yorUv``mGL9~%$x4KKnuTG
zbL+QCKs9t)HSBvdJUAPTv%!C=>nLMEcNmDIGmRm}2qFtsI!>?aCRq36v8h0viq|QR
zW-epm=JM3z0(Hbxuko2^^z>@IXt;iQAt+Z4^wi0M2%kc_7r;uKny|GKD;cFv)z#Bv
zy|1SWYWBh+^DtDv4U=Y^!4Bz=9b1T^<RYo!G9W!co{R(p5EEKT>OIo>d7dOWIbbJJ
zlOyYYX2!U*0)(4+I8fQvKDW~QBqSOn_AjUV6Y&Pd0C@B(fN;M3s0cbkTw#6SmcNnk
z*g7^CFOWeQJdGq}CC=OA@OgH5aA&=^4p_F1!|d|XBNc`}cw#RrsN{RN)K2XKE!$Wn
z=$yGLj<AT|m!xE|&1fOU60qI*B75P}EI<ZktTVEirXe8gPR0@bL<=kIDO98xAPy<g
zDm@^o=ZljkJMV=!2<4mx)nely6GuwaA#67ZDF^(MqS9Ix#<rDm(hwn6felgy)<4Q!
zE#Ko>>J)l!4cB2VXOZ+3tr0g|U4YrY`w`e7_#|;0>o2V6-iy7V1nq{lGq4aW8l<vD
z2#*)6<OXaed{P`?_=JQ1{v8zIpKb@wU%(+(6BzcQ!{Z+C;jF(Rv15(WJ(u?G@FxWH
zfCF9}L{+$2dq2m<vO=1MPqGy}*NC^;yF)N7<SUNMEnPHnHF597LWV&PhEL*w7w%Zz
zzr$_#rwx*?VS;gRwZZ<2jUI#uJ=e&Byl{Tv-f8}R05lWINkzkOxH?U6f5*=4EnUa|
z%S(5Y`WW~z${Mvm2SB)_%34UPc*r%r#;f1z0u+QE-PH%#{XY``N}RUjh_M&W@bO72
zV3<FG+Q!0dD=2+U`O<y}kihDZ99DTEMT&1NCC#bc&tLl^3lCm+*$PJHU^4bEb%O2f
zp7dB%vlVm*OOM{GB1%Ds3U;Up{;c}&60wkwkgI@51cG{go@cY6`Ez~#y@0V5f_1&D
z-tpRp$6)70f&JcoQgMcOwS2DiTWV9LWU~b+CCQ^iGb&bGMdy%GzI=n`mHnrgBZt8i
zW@OrB2@J-A#R+ggb`1EddO%ibhgyWKaPDmzcyaB}+<d_AI*0V2O{X%TOqal{nFM42
zv%k(2W=?}p`qtUCI6~WE{@MMTOOv)^HIubLKQ0U0@>yE^D4GHv*i`NhzTR;#VxB|f
zPL(>mq*HwL?#@;m;l88Y$i-&E)hHHW#1}vkBFS*mYU#)+>CU!vg)i7t>8{UDO+<B~
z;&ZYtgz<ik2Lf!w>SLRs%FEJuSoE0(kq7q|O_o|(Tnczf3D6a9+c_ibS3mk>vtf2_
z>5?pBiHI`Zzc88V7_R|h;Ql1P6j=>W-SyBiMz>_E60GVlnsTjvW1Q7<bE+T(xF%Ke
zqztUn*B;;;uX;US1oZ_ObVA0P+FmrVyZnCqyl(yHBYUW{;{ZC(962d@#>C1mk6=+<
zdZpbk`QZ7Mt8oO>TX)vI{ks2HsTQjMY<E6nrpmI*Rc=xs;J+aA`Y2pAP~xP8E8YMr
zWg9e%Hx##KB_wQ{>6So!7`iwe@z-|x>#Y%~^Sgh`syD_{c*YzHtU-dBy))v~qqR3e
zW%u!kPuCV0742r&K))LV`doTaS}BG@oGJ5drojHGJ0IeUckaoL(sIh|ob5rRV^H3h
z;{@8-HB(VC@oWwcrsCAu#a>l$;^QNocxMO&>EZwas>%$&C6Qyft_agKm%o9jf=3B;
zoru^(&sf&@T+IJ_$B<iCDW6R8ge1jYy#D3W9dJ?1!}@}&om-sg>rdbd+k<pUeoOw!
z?e~GcntT>UmLw63RB|{)%H_BKW=&AkXt{rRNM{!jA%vX#>omwAT`@(vXEN<QJq!ti
zwj?AIy!ASUcwzi#B*+B;I@VoNxJ(rB3_kuaLa20LosN9QJES`mSC5}GcxEb=)9@Ra
zk^l#+QoW(61XFC-*luzNmcm8e@yLGO#d6Z)Biyq46a}>I>hptvzM+F3B<T`eJoI$n
z9+}(594BrqZ~g{TvN*!XmDH^!2YR1igQ1?X5(+$iaYH$r$d0G!Fzsa6KL;css!LcI
ztvMhf2vFz!RtFvC5)-tQB`zTpg}>(Gt1zNA4j!j-p!wBp0LwmicNMYsA7(v!x|Gwh
zA0d0N;2`O^3f0orGzmVO^FJSclvF)m_SXD$q~T=`TEEf*c#4d5AV;0H?E0WMm{d-r
zRDQ3XNG~HWlyA)gx%t9jp>A{fsr~w&AFI~jCv-JSZjZe=<(;mwC<)S7KtelYGi-@f
z-E6;T^(aG4&W-Ul{5Z%+FYX!vvkbW{CX(%vD^_>1!u8Q{VY1J!cKZ{!<$Pvs@+>*S
z9;hL}5Tv*<ulU1G2Q{*0Cm48J^n$YbZzB^LgD<XyS)K^`>fMh=oXl-$a{W+=2MkNB
zzD7Lp*^mNpFlY{jRjLTI2^TOWt0;AVYc*3}YpUA$@;W;dTb}s*6+lGo`T8xlo<cpI
zMJ&Z^+=YCyvz(HY`@x3(-iEDqY5-s`hmBjr%5YUj?EGF|EPrV6sNJN<9CSv3Yaqzr
z3NW~8@M9Wet5R<Xc2OVCtYJx8wtj@o%Mg?L4+PRs%NPHuU@O@3Va*cG&a;I~sr|Df
zLE4g#;<>ikYtb&~wEg%e%qB$REirj1=FdCGmJO-=14PBggmp0c*nmovDiTN@5q^`&
zhj@@URQT>gRiHa6Xu0o_v4QG*SM2DN8-+N|?Og)x9w^8{Klhr_Pw99wc${OT3w`Oy
zz-USYAfaS<_y!9Pge}tNxqn>$sMle9Ylw3Gqy1d2NQS|m0gRR_^b%a!tN13tsk_x;
z*WiAUS^3=i0m&26m7|`5OoL4o2Lf5FIr1^;E!1j?Yo{FdyD?h<QuK!W?%$=y&VkSy
z%w1_x^#MRz8t~U~ZzPk7JUF;C`BReEd+$rdFMrZ_LQL1x$FSZ-OhW%PkTt82$(q~%
zU8(qTF^>yC#_>%>H>%@Ms7!w;yX+UeL)82-4!b+smKC-C%l$<87!G@zdzR7uOWBco
zy?l|<FbaB!_=T{e?WI=T!+()>fO+rdB&4)dSiE?H{QCEM)QOT{uJ>H-Qs=v^z<dzo
zZ>HfFS$6xMbCJ9cn8H`Le!IaK5MKA`*S4!@Lr&%mH2_;j6qxpF!T{B<&lgwfqI=H&
zM!eqlZKuxBisQ;I=rrx4E*G-jb!+L>zoO-6gpHe;mmvvu&b;K5gGU+^(=OjfKc&HM
z0Q71>JJbe4U#o-Wb3c3B6uD2qR@{u_se?j}uo-kG&R$Pa`1>*wCet2tUG?UchoAq6
zL@Vr@{YdE6p>DRva$TUg-U7$iMWkl7l%za?*B4fLF#<KV7pf%WJ26Tbih*sQ{w|G)
z`OKOkXTvlU{DVx{Z*ztA-W~ux)TNhxFxIl@dRTz|u9%utB^iD(p4V=#nS;4OvHv=s
zo;!}z*Hr_3d*zroz>?;J3G@4h;tW-)cb}R4>g=Fc6pP~Rmq71Zo;j%@BoDC2??L?C
zy<H_C+l|>9w?QU&?%g-J{o}R@ymhot-Cn>0SZ;%frNbvB`MV<^ERtbj=Iey9UZ5;2
z;8Z3C|8G~X&6))Q8ZSMK6oDmZVcw$u?}PJjC${eU-9re|f3NF|`40hrk_M^A4(=Tx
zy7k@t@kE%(qdx_{K&iE_w>W%NG$2TSWOk$XPQ#y=H>-1BT%!fHADz$9QEy2N+MGg)
z=#EruvI3~oe$feJ`;e6Re>_CPe0Trr6%xs&vCQ}%{}^J>gegxK)oi3iHSqrW%Deqd
z$bl%;8Bk2l3Yio~ZUh0IdS*Cva#Ji~_&;6%?f_^Y2IYLpPwl0#+o<PI#2>0|!yKQO
zFu|lGU1q6GLJN@0wR(}P?$@9Pez<Mv#E3HLA{@Itd(x-|jFr{ojbr<P{)HT7+fK#t
zZ|_dVstPRm#jq=^Qcs=V-H5>vVfd!W!XyvFBxJOyZc7WNF`zNx$v&`;A(z}5J$)M7
zAYPwKtVb{ji<oL^93R0P9J_6<$TXXZH_U;&6o_^S1Rv-IdAjrd+Q?C9WJ^9qEp+`e
z4+W-87-#<sPz?I(D`W(Iyr>Q1JPhucuI4kCL5pX5<MABVY<TpjtmQt?dq?dkR!xrK
z&Z8LZ>H-Z`NDr1xsFsu21e<i`Ev6SH5f(LYOPeL&w-&*Sc4Hx9iYwz~_j8B~6@O94
zlB}pz_DLycTQm_&GEQ@!5JR+~uvM*eemYb%wLU{wv(rVcnSVaON{5&I+;6I=#7NNt
zUMNiXxttvLUya7uue_$>^~hkrr&PZJ?v~^)WLQWSM+EPIL%EjWlmF$Xk<qdN5`aFu
zoBm9f`@oej@GcEkmz6{!Km@FxdGdR1hkXxGeWh5Ukb1s{-}00ka_&#@K8L0iyg0+v
z5)V}2Zs4hz{w$z-|DO|xStQcQ1l-Ns`V|0;DT(dXohNJsnbq)$`#s+MHvrb4p@vsI
zA&wv?24I((lo(UQ?ILhQibKagltcY5r6&mLWvgax(d9RC8C*H3wYkrMQ81W-P^_Bm
z^ZQ$xdUgWeba{{VN5Q-Cz@#LfzY~P5p_QG?)JPZ172LiM@jn$YIEEYrG+d!V!0Lzc
zQ5cA-YB?+CHTnJ8A%l|5ihipyeJJ3yN$-xz|9PX4PJ~U%x1vXn!qCCbxBKZ%m%+5o
z-y5a#8JekUn*%UE0>+##RkTJU0AQW-5Z=x&x3$H<`wc1Oec~tONtm6!ua|jbFRH(@
z>=}uyCcuRREd5+^;d4zx`C24-V0r<HgR>3D$mV3CejdiJQNI5WH1^xnnY+j@tEkwF
zwc_Z*BYt<&tDm}pM%<4_G;c7@z+_nMl{{x8pPk!dCXIlZbcP)KdENcoKS*c;{1sx1
zvAliCZ#2$08<u{;Q)s&=2rR2$*l15?>Y;1bmMPhlbh(I92ftP{>#cn`;L{%cipER~
zHZ<v}v)Q4EkcGfEVcPo|ko(y@m0ClmJ$9#D`z0jM>R%1L`>!ey0>>Ym9vj~O<0M+B
z#=R}xDXRKbst?AgI}MVCayuv^hgA0m%0vc^3$}vp#uoqDeFoE4UIeh?m@spI8>Adp
zXrL|A&~)718gbH8;)pQb+9+vNO*lo+?-0B?g7lbs1~ob=Nm9*(Mb)X>ul}Mi0!N{F
z8&z84nv4nn?EcJfdt)L)Osls`GC42aRG>yS4kkAu_zvu4EHX{RKeT6QksVLEc0IlD
zv9_#0tm~&fHBDl<?l#n(W*(!CWW+o40jy5G-1~=Dm;AV>)pax`Y_n1Q;}hZkn14J6
zPA-A_06Ykg0k6HPgr4EzabhAcnAg8*zdDa}$}f>&H!!55o&$~pKgSKQ|0t}Q?%97<
zOEIm2_ut&v-Le)k0(Jg!8xDGx7!4zkH9XRJ#Bob8Nah8v<Ru&E*#6m`ZVkKpT#;cI
z`+WjYF2P6wBm7AZjzQkwHiGQ2TotF-7meMZ${-?HZ&W-44jMRK{5%%Ah(<y}dVHxj
zRYZ7bEJgsx2f}^-E?&ZZ0fOLU91&0(Me)}u#Ge0Oh$lu4j=dWY9Zd~QFpLfVwR?#?
z5t;b6$#aI%DHe4azViW<ry`=s1Te+{_hb)TGyQV``MED-vG8jq*ylc+<@y88`Jn`w
z1^qmBX+NT%NpY$I8>Td`*)ab5OJo|Fgq(qg6Zks*G+Jg3^F!$H?je4tIky2Q!Fz(7
zE}wQ&Ul95obby?x#z&}UM}^rgF_RV@=`{3-MLHB^=cBG6!RRx$<}KtHaT%%t6(NXq
z=;0r_B*nm2I3n_$3_1lcFm3Db6f8U^(~s_2>%{K)sxjvPFZ(<vN5e6@7E8#CJUB=9
z&n=Yo&&o9Ri2L28@1Ryz>aW0`<5QzhG>Z(uIVdbi0-tgi&DL@ZYL!7Qf$s|y!Utdy
zj&?=S+6g9t9Y`iljvQrVUbq9U#?h%|=*gcM8kJZn%!F_nn4Q1x#n}TV8p~KvpUH>}
z3*q?Ll36)qC3G0_?mY}2M*nHy%K*<7G}}u`lOwNR<A_Kh5$3cNbP0=ou!TUaNAfEN
zqxJ^CV85#Otv+ZXSof7(&dx2wy@3II=e%jKyM6450M5vaKr}1Mj}gWeJKGA%xDDgp
z!vmaRzx~RM8d!rKOhU(vM=^+FCUi{W812V;s@s5|jfwT!t6$_3SLVL-r@A+?n4yh;
zRFxyQfa798_G__|4(UL_-d9_>?g-Wj9M}_O1tquhc&7ONz|p)+*aV7T(Xg*TheOB+
zKnCW{1^s6~9<aJS%nkJg*GN0$zPPL5Q`L3NFi5tVU*L!d4VD86QO?RDZ5xt%D`Vc$
z;LjZB<BhYyHrf1aW)d2yb|`-B;F(U={gMb{^9Y7cKI@v?xiaY61=b!durMJ6Q$pAH
z9k5CGtXV7T=k?!#FurL%lxuiS_N5H}3m~1#pjeelQsOa(jA^tU0Qq=WYQ9B{3~YsA
zY2mFp+1d&#hC+JE+lOvj*RH%Rx`2Z}Y_p(k)D21e4W_9`j`QEx19Pt3EH9pTa@nn=
z@yF@s?VEo9uN6e~NjR|$!+`h1mzO(WNdnIwq{s;;#N9oYOoW6T(8_^dJjNHQ%qd0&
zy22Uc%MI#$Au~uIBiw_ver1F8fi(gK`H|a)9AGHv?3w|T-?sbIj0{53El-;za42av
zq1ZPtb?XMnYN$~iB#$ChD0uQusWJKUb!%2R_=>=mgq{|}Irn$QdY2{-ONiOr_D1H&
zj~xtZO?bZrV{PU7&~aIh`E>vnZkLBR;nU^sH7D?$5FjU;r<%;&LZonHLLrVeVQaqT
z6BejQAOhNuFH_LCS*~UAI=2EXod(}i@z~7`w+#bUh#|0Yp$mp^L4r?~Iz(|yIJ@6J
zRn-o2C?D8~q0ZKXgS{IH$I0;??Bf6I15m=t^}U<9!g80f+y(+aevO}@>$HBfnb^`9
z77^qN<9gj16${{k_(gnLERM{8n5Ucrd)CsM1GKpnM`=D;lKFqb{rnCffR>58N<7cx
zo{4p!l=xVW0Vknb#k=lcBw$W|Qv$|o?(*O5<^-L4n2NVt-@~v|l(+tTe=BAda4242
zJ1=9tf!J(#Grj3dg{n(7N)PXwRxoH(qz)5_IZj|g7qEQg#hw7%iUcwuga{xbJ=wm2
zR3J6+ThG2SewW*CB3K4ye6jw9kDsB>itKxc6Se+kRZ<bxrI&<ta>ezrPW8SXD%@S+
zE?2Umym-#3`-34+K{|2f+L@kz5Sy)6?4K)PZ1#!lqs*_2&89(gxOU5u9js$wi4C8y
z;Tw@G63=oCi!EeE#2H!SM5U$eH1bhKR`oj<@@r3VwYFl&f|?Vem0m(gU)n~G){Z~g
z$?r22AY_T}?kr{OmK#jT*39OoxQPSK6CdL8Ld;G5e95hSGb({vewPvyhN#n8i>)~~
zLyKrrV6vsH<2a<PjY)g0oSwQ)i>9bamSXGI^&1e<MJT7fHH5{9EZ49&&lt~AadE~D
z`R1S;ONUL){(fYj??ifx!fKKhjSO&xLKZ-hzTV#G{)Fez>=MtrIEe@t@sy#qlU?c@
zQG*J`VDVX4O%l8IEO(N`y6$L#=~o!*9|sGphJWgcoQgz;>;rY~CHPjOBq+oqt8eKw
zdI`cCS3Q6o|6;~k$G|G(oZvM4(jEJCbDOK9L!8_)hb`&WS8o&5`cwGsp)<k;oeUJz
z#XkXPNy-*V%hIsc<jQ4yikh-WipKiM=qKQC<k@!92%WZ>INyBZoVBuq!RAxbLzWr7
zKdEbaO-ryS6^u_||DDzs*{LWUg_VS_M!B)R+rKz=pa1MFx_oX+%JtGNd?m(QWKxjd
zr4P%Ow!o`Ze#hOj)BTmY!nxKF6Lx}Eu2QGSTY^EsPzD7XyNFCT2Q@<$;xh!&p&_CL
z=3i%j-bnl5Gvrh-SfM?%%=M!4di;k>C_g^2<=-ydnRRSR^Z6!F&Z;xRY!oeFFx#A9
z9{}H-<Ql3<U`W5S<F}>$$b%Ij*5ZVhfYMaeV%19R-%0+_T`Uof@5?}!X_&h*h5<%b
zyRR*tWp^N6+ri+`&U4^>E!)&c$F}07r*B0wPKWI{2^#{AnoDf3xXY^?&o7WVa&0J!
z@cyAuA56Mj4b^&mr~Jz&d^^T=wsxJ+qS{Js+xjRjJMtMXofqEYdwSsNppV*A`?--w
zya<5A%|mC+^Oqm}jSwn+*!&rpsS696_YR`RyhA9_9vDQ}N<@p}dSl$bpL|_%c)|)j
z@tNafd^8a3jcspaC5n;*yEy1+s2^L&Okc24`F?*V2~2CpAIvylvuJO(B%FPC3jA2B
zF3HN(JDW3e90EjxAI*jcW#q!+(C9qVS7iK7a)~K0Fi1QvV+s;<Kd)F+$H&}FwD)GU
zQJtI0ozs>#-%_l4r|md;sALm%`(_h)&Ldxcf~%YK&M}umz4a*VDY2~STipPL`FWYI
zwqv8km}c{G0194=GQDw-db_ym_o;=x8MSlQCh~uG^%E7_OPLb5EVq{h@qFUAS$=nG
zM=IM#*eTK0YR`#e7@Ze-5Xdc_N6WlzRE!Uq)YU(Se$gXpWh*Ed<CQ7PZ5G>^`)lBY
zW{lN)C$+QwfpPX>k~P2+hCh@hux<YNe5J)dZ~VTMrRHgrK7%0N@=_*VB-CeQdhLEt
zANV3lKIPb9xZQzjXu8?|><`jkI6Pf$isn9#?|%9gD$J;iti%6d@6F?(e%t?V`!aS}
z%916-*tfD9LX62aGeq`6gt9M5mSl;@zC?(Lk?bT2p+(m0l%z<OLR6Ic9q-TQ`hLHU
z`@a9V|G4kR@1Ng4*Y&urX2yFt&*MDL<9NPa2kdl>{%-RPaNIGVw{D1?QLQ|to{k@W
z%qhR0!Qe$_u5~!<Bgc_wt0IZS>}v+=gumjhzfd0T*ao}&>Hz&3E%DpoP$>&g4o>_&
z+iIr##VbH!=t~C91c#(JZL!HazlaTf;jBBy^gjD;d!viOmJSUCI2Z<qdfuD8cYPHv
zk;bG{K6zm8)$xw?6)Iz|YnehvP?Fa$F7$k>-A<(+B(_neLNj)3#3{M^Pk|4#1{5w0
zx17pbE%>_Be?aLo8{5Dhj|4t^r(!ZWJgCAZ0S0~W56=mijtG0-(*{me$1d=gP~Gh=
zWn!xKe4TvjkIhzjkTs{$Ns^cwRt-(rchTi);4XaW94_W=eU?Z6z!djH<fmV8f>HNv
zpTPD@%<gv8su<qRl%#bAF-#DBpg4ZN(tT%pO)~T9smbNk*_dNG56KUsZrqZRm$bSr
zP1P!l-|GtcQ-AaCE32zgpLwGre=;zX6?ERWZCKL~9`NspKW1v|#hFEh?B}d4>8A~L
zcc&`__c@hmK*E#vw&RYcc7}3BdIiq2FwGrZs%!kMAn!Gwk&jFs>~B4u*Ql+wiN!Cp
z*8GI6R<*&(9WjhZT}rmpK(gmEtWudx{I4WnG~qVB<GgOQxj*hv)Y<#-^`eK^sJNxs
zl|4c7WL>!9?HA^xZS4W9=P}j7Hv3zZPmB1Td{vJwewnF+28pz~xh_-qz$cmP@v#WR
z*yGCP1=4M{m}OY%%ycj9l?TH{{nPZbb@lV8YZxxdb<qq$Z%6Zl_{<dvMm0EfeSg_M
zeZJ(>A-f(yp_!E$8)>`Ik47YwjItnNzP6wL+14y6kGI+G65G)a;6hX`m)qW7?)@^d
zKWt_oOP6Y{S1YeDIMl(DZ+d@QPe_o7SFSOp;?7kci;=3HW&7YwB~?(fwpHkKIJ`jH
zXi5s2CH7?&)Ja#=*gcm>w0gGl)8dS{<;<nDME0|c=L6-MfGoW*pb~({dKy((^054N
zD7gfT#koG)OJv%@8QKFvdpAyB9bc92S>6%Zs~!F#wiq!oC?+c~E^o14zcSlWvws7B
zW3cIik&tuW&nhh&y8|WDl>0mPX-n?sEqL^>QO!J&uYA3f@KX&W`qhLcD0#dieYTzS
zP6~ePX(Sw;ax-|v^U6&t;qxq}dP+OU8Od;Lq-J+p?|!hM$7b+HV_o^ZZlm`yn4yaU
zneI~CS02X%9=r1KD1LCV@rcD!D^NQbJB_<HnYV4dxfXeJ*~7kOy-`zrFLE*7szYV=
z<8Kj?EvJvO<@vXn6JejJojk2Gv3m8T2l%%ypS;>=7%<VF4S~X*t2>^prR~qcB(Aq(
z31;o)l}VW*v42Dlv4$O*<JlmmXw}Q!YTA{>$QzRgc}3>?ayiD*f;S`Sw%>)v-EX&d
zeV`jTE>xX0{x$H5Lygbf=lG$@VD}X^`jnQ2Ly&U_GnVR<rR;FS>Pm77$-W+sk0IS{
zI$$is$&Dt|>IUxVjjl2?rv6FKJZNa%av|8{O!H1jiQ&@Tli;Cc`Cx~d3r%;;XEU;B
z2qhgj@k^YF6S&qZUJvIkQ0=J?2k3y1Ny~7x`%L|Zwfi@obcV%MdpJ>**c?q~m(`!3
z?@0GRZ=;tVtv+b@Tg@hMR7@d1%o0UAz$w-E#85W_{FQ1yqsESb8ADUl6Ve^ofzbO-
z9dnVPQpA|ZRAVi!{F1aw>M+tDZI>MF8l^9tP*xYQ9Ercj>9*qGq}ks{eQF0A@unZE
z?&h`G#?vLeJwsUM;k_b!;n}Izq_~~ESW}^P#1UmbUuU?<8e5~*^u(m$Xnt#YCN@;{
zZmC0f-(B&;dxd4&40aU{hH<yWL?f@iwGAoP{RvFV*_u;<YqxbOebObx52mo~4`vu}
zH)G~jKTSvtRpTn<_oy+qcbHB7^w<o=m_4^}Dm|{b{G(;=^m2e+TMaj-ZFSJ-{rf*x
zKb@>;SAA9KH%|34(BKwW8rDjR37%_c$91^%Nk`1=-eu$3=f3ZBY482bq0ak{wsR`~
z_>Wh99{h1js>UeV-%7j~c2E{+%sugC*qY+o5nh8o;6&{y&5%#DG)6Tpz04a)uQ=~+
zpe%{H;_Rtde-0yB-mxOC1oni9`|P944|Hl973^#Jwq5Q`^R55H|JsfwP0L(~`rO^m
zfl0jm=jVuSVnM)MLF5xyi`>04i4Oi{krnm>#-BZG*0VO$FYt~BUy%(b^~s(Y&@!3Z
zR<3zRAMPO8b;FFlc=B?75dOS`MX99YBQsY~5xfTDzS)RSpxyCu-Mz7peGwAd7f8Ap
zKB>_~jSDS4<MeR23u?oeY0{tb&2LN!ET*O^9r6n^3``C$ocK_FweQUrkB3=OO++d6
z?cZuQwhF&ru(t3QlEvH2k_VV?;y&lS7CN{`ZCiSu-N}y_WBpj?B<XjAsDJI3TF}Iw
zi2p}bJgSE|*=<a2ydk5L$!)K+AT~YrW5?yL&Ea&>fiKT$4q!<s*cz~!n9e;T&N+CY
zZTX^POQsHuIC@YfWmZGnWu;}N=54HF9L)o$9ns2N%K2R}Fxa2JLcF?Fz%lwY3C{M@
zd9BN<c+U%ZXOAYPw|gFw)e-AXuZX!>VN$OB@=ZZ9&eO<TsY+L%v|ODd?{&kM_SZKY
zzrSb5G|+M=NXpH_E-}80zWh7Avbbbi-h>K_BZ_S-^VeUPlLLPzf@G0@DQ#@=DA(?e
zt<XxoOW)FPa=sW=Q}phMD*<BY!W%6aE;*iguOBH6U_YxVe!Bm1Ik>?cooD&6D3jr*
z2wqAxw?HH<7V;kXm9Jyo{v2k`Dnn-lti>b~YWNFx?Bkm7LM!3o*(oJW*6EV#tjVmh
zCt>eqfbNLRj~$-Gy~>;z^VGf*aL!7LdO$`(^Mu_&b9WNzNao#lkf;uv{~T=1Ioup+
zk~LVB%vN2VPB8p>>{XxH(&@WFMt8*erUgC(I^B3%sA{Q~C3&xU_hsf@xvJZU?Z(~s
z=HkhSna>qHq?I=JJ6y1YHSX$}=r?^QDz}U*l<BH9-b6ciia<W(7v-tOHU!If$V$~E
zQXHfSIA$-W(9F)!%D(TD4qYXMMcK;)x`EPO)65<a39p|YypAlOC^OCVz=)g2sCwcv
zhGaBo<H7pn0%4DDJ!Whne1Egp@OS#rxA#<o(0EOQCOyoJ@uqC^n!jR}`MqZ;!;fjH
zi+CORw=kxD5_9I2IB`abS7?Ugo}jrgvGy=i;izPyf3S^4^{Bqr$<lWFs5^;sCtqc5
zX?q46E0y>D)hICcubGzk#Bk{42x7X{mO)Ub+Sy-@Ey+qFsJE$@mXGmZCrgw?vbYGE
zVp+wu4MeP7Nkp{WH#DR6r`rMEhtW;+d3`-E@F&68qqmzPdhKZKxtE;ML~QyYp}sQU
z$K8XT>QeQ+g)ALk?eg#g3?%9Q%JCoR$g3p$64A5b<M%jOX?68uORQC!qPUMnqvHa}
znKGQb-TF=y3Sg>AzEK!w#^n=+R^_(QKZl)urlSifjnCbTayJvR#Jckd?#+jYp>=2t
zm+U^BI_3Bxv+RX>qJC>zqr1#BV2k3<ulzT@$RI=cSmzc&ol)v8Ke@Lx9qlH1^z}(h
z;t_F64eO(hrMJ20=>-EV_W07=#8*{|0tSn3{_sopqpRkZ!LZFF(3F8m3WhGm9V5*0
zPcA$}lN%CsRSN>_Mb}pX>Wu|&h$g<?R2?ayeSOnFsuj(FR0|ScctO$8noTGr9;5&7
z0RM9D=ZlM!m-OTOEtx4zGOYxbG2fRhB!Z5bXDZbl*oESBs8W4CB$dXyPks=YPl~#^
zl14BT3SQ$XroN(zFYkVu*u%K&t#6V!sFKWD{mXB{K*Tccn*j;s(Zfv%YIfStOXvA$
zUK=2F0&DWNyiR7zNvrbT7=tdFK+<h7?57^Xlfaf9;Vl1aE(Qf-Z1Mpc+Ds_04o8>R
zvcI7Cr#4ZB{^LBgG*EDIi`uPN$`&6tXfl>x5t{gVEkpT0xvkVwL3lla@()=5TfaI_
z{g1R7zBv39DhalgE5jwRY_d#dSy%(9#C**VU))`wl5a^?r;4USi9q~$N*fh;WujhS
zhMA!Z-w8;-eS#;wb2~xmSECjBV?IIZOpBNoxDY8GDQl#=Y2bP9@GU;boT^5?SyzTX
z|B13VoPj1SYS1vCtk0xuS*5{qlmw9R{gb&TJ{`uELQeV)5Y1flX3y3Y05N+9nbTXO
zqDCmWy^hJ!7hy+HY4D$FAaGXwY#2loVdZ4-9WPm~8f7dDkW93zb=JdmWR}0VRq^|#
zDkC?IkVfo3T;F4)Li{{EU6|eaAM*DOYi<gwN!A1bDSTD6)daAJTf&Yr`E&f>s{klL
zD7cDhL(+8nQu!D&Vs(O0mF!ehz~ZDDXR#Kg-0Wu6?8g#64Hh<#?`b@@;QXgt7mSn$
z>LpN#*uQC__|G0V7Eh>*mUGA%o)9jhIp#eDwLGXeJ>RZJs(oar_Hi!HnL-WB3tX=i
z*YAS~pFwF7ul(U<ookhTF9^9t%JjctaEtTBqizhL2F@RzrEpZvfFc}MnZl=9Z#51_
z=v1$7q=SWcxOc?uAQ~zK$;N~_*WUKZWGhY>TH?t`OtDDOd7)xhg5ex*G!*O%%aFsd
zV#>ed^FNLWQiZ1Q6W}oVk6{AWtqP#8_hz2iKM=_4TO482dv~jnomtc&3WH(z4Y`<G
zNVb0*Y?P#la6TG3e<6sq<R67T4B#W2i1awQIk9gGDYc;gXJ)V)QxzP)c(aT!Rqtks
z<A<ktu^h3L@bqa57Q&W7I*bROD%NM>mo`CX@lYCa!_xNl0xB>ahmEd%#|UfDh*_Bx
zp&6|MfyEnIs@$?86Yhw4?QSh9?!Z337duw07yFc2%|Kg^q_2|OI>ilT%aesVCxjbd
zBEvTyqmpj|Q)pMY0-7~!N;>9W8;m{#jk;18Z%}^i`1<i9c+ZnK+Rw<F`<JI5p=rF?
zcMC0RmwNLAoAwwMlKYSC^+rqmO^~F<e;ha}fUS9iPQ9@Yz9YNcg?8GARS`|PE7V)B
zF-oSy93f(B*yV|Kcm#x|dNtb?Qu8+NXd;NdiTy#qRkv`eI(J50o9&MK1M%dy5Vc(z
z6-*r3&^KV=R%U=<)D^6>5*=Pv11&Fb;{d=JJZbkBIxKC$S@}N(B$i-6VqSUb%^H-}
z`-HxXt#H79A4%f^OAs)1`v-77a-sAtBz~>QjZqGqO)%|qzrH__ul8Ro03;wsu>>$5
zPJeKRe;*hGL~$-m3-186@sJyQp)#XbEwc%pCmq`fy*A)0Br9zRMm0N)EL=<f&p#S!
zgqZumXo2x|L&}D;oQr;>=C4*&ZcGHs$ldEjNss^A$|*YVAHyC`sJ@pi<IT0l5d=+;
zXh|A^5+Q<9<KZj+(y!6moCg(MuZ^^ZCyAW6p0*<V_~8|4!GAcK%fK^l#fZ8AG4dH+
zLHP~u+CD>4jOyXWXX5ZI#1-Vgj7SL!(6glPJM;-s#0m3WM+h(N#m0w#Uw(v8Afo*D
z{clw|r_fjXnNZ~UGbX<R=fY$d%t}eKEq!TH?}qVpyl_!)^rr)z3*v(C=mlMs{l9F{
ze<~*afPVk$O!d85>0ICOZNeHYT)@BnJ7qUuwUDdtLi7HMEakwj<#av-{^AALeWC9@
zyi&#de{Sdhyq*7TgKdNcSeb=GX)iO57J&5qMfPOJ)vLgFo*C+!gV5#SW@+&sP@(0&
zrl$zIJ{98shX`&0hY-yJ_~kHjC~@DeD;76_DV84f3~bXnbpV0U6844v^iA};QVbI=
znva!_I@$t0qOX{IXq`qW%km9j3E53vD9r@NEBHM1|DT^PGbO>k$pbM5z{Ap+DU!h_
z;&!cw2O@Y<#?$|H1H=4e1fwf?caY03LCLkgP!=lP`}Zt-?*Z?d5A~ru$fV>!nw<yr
z5o-9#;H}(f3zo-W;AoA50Lb+CUM&;I&KTUj|9U}i55pHchiRW0Z6!b>?5v_J?y0f+
zF=GILumLF5d4m{A;Dr1C1y}EpIF)}6@z6ep7O|TS;ZVxDa@Od^UF7+&g8p-o=JsR+
zh;dZFVCL9?qh>0I?>#={<9SfFGZF#i`8s<cFAvLLGvROz=k_*jWd6U5Naj_6<VC9I
zupDI7;J~Ek`JnUv4O;&Tx~-&>AhO%Y$G9jpMec_K6gHF#DdrLDYMYqww=Hh3cpzoP
z2iBGEa)IT43*`;**Nwl=VONVB!xp*k#%3M&nK=hU?^(ol9>FCp-?_F9^%51>dZ{3#
zSfuLKy45Fr3bqj}7f9`gcgFfokgPsDf2#wFV#Hwzay*8CvFFv;*;H+J#3J%Ctmf9r
zZhc(Rn3gyGH}>-<2%q!ipZt8f2JG%q!;p^hiR;XY|5&S*Az4SnMgAMqu?xVvLEY+R
z@E+{{UjF%ksQ8h5DWGPaypQhyWY|0h>cax4h^NNhq~2Zw_L+}4e*x(fP;@8+)|Ouq
z?DBX>Ow~!TaOGdwgXA8rEqEOg`_o4fGsI5Tf9O}x-g<Gw=m(D&K3#F(oc7Kbo)o&d
z5FCso-Wr+S-2>;5SNz)Hfn{}^$Hs$@RstYF6U9@8r`@WgV4*wZ2iDU5L&=%|ii9X}
zcThM;9RMqw!UUXQ4(Jy;roVpPDRjTRJ@Wt%`KY(>FC^GXf6sD(S0HNm*>SNv=}*4n
zug~vHjuxI1KUKq<_#e`@v6O-e%*<+AZMSnABR3(RJX;wQ=ih?#QBceQK^lKELTuP`
zNO})sqDCJ{diZ4g`2~Mb75x31YnDNyz)8%-nOp}wg@*^Jk!}Tsfy$(PK#CM-JVq9N
zXaud~LS0+<U2}tb-*_5nAH>(|36<a}xECiPf^2wR_b$sn0kM?C72V^2l(iZn+`B|+
zlQ}k{_|SbY?3y}M4jcnF8gF(83=!`=c6zBFbjR_pL*R&^I}GY2g!igpy?YjFv)`M9
zmGNC+a<~5R=8}r)jAhd~&l@4Z->0*7Kg771`3rE+{_&X7Fp_{M>{X9LSxwb0xY$C2
zc0h*vm~#25_^BlL{|gY?gb1))L459;m}Z<1|3vSp+7~f_4)><_km{YS3;^guV*ds-
zTK1nSRW<!^B?VkUJ|acOeC(`#_=Dv}S^<qf9s=Xpf&n*TmvIWNlIa@c{r}%n@p}~6
z|5EW~?`$;s+##Zpz(?czDw1z|J8~Q`U_q#nF0^euTu$-x19_-n=i$s4M#%$p6K1U`
zh-02T(AB;dKZL_JB%V?7UdB0NWemzqH%Gzb<`&cArOV4D@%;c|tUcXWeb6@ehf)pL
z8s*RpXFNc1(sp*g080q?)dV=q97)H56-4$K0{aj`f^B2BOr#nc%<IbquO@+cNdaP_
z58QKt7M}95&aKKQ7KVYBcRHb4!n%`>?*|xP$KwTqb7yA}1<?x^s=@wDej3e?FOABE
zeaeg1KBD(JKD-*uw~#$HnLn)L)|U&(yv0f@H#xh;7nzclPoH1|V`!IsjgIb5{(Gi6
z%s%|I9|0ADOu`L~5i<DF3E@Lv`}~9#KH+Gw{ebygpJsMuraKj2=1;V(L`KxW#0vGs
z`u6!l_OP6MJp3Pm-q5%KJLvlnhUE0yNXKhD_ZukQGNsRDM&rV|Z&@i}Fg0tX4V1jr
zixAB(%z(4tlv{)l@JyJQ|6%G6RsR)x3fvv)UGDYflYMVXyH6ZQfoiFed1SW1*TsMQ
zM*iJj9{jEJuk~EA=p}F>n$nVqiwk}%*5LfO)_?aOCy3*)92{?~|6vDM>~p!JXC8d^
z-}gt$0Cueu0LGI%!H3=<PMT@fu;H}Zq$6EAhgLYDcY;%-_yac*2$#z>j+oxiW<=QH
zNZ79aF1yqE2vkwv>6*$QIZ}A@jHD#1+B^l)ize0U?m^^pFCnm|d*qx75yeld*foxG
zhW=V_@!^?|(a%e|_;|<qJc4~~6hh$p#eS{~y6YGz;1hFb5ObwK_X#+%ZOMKIe(X2|
zu-iFAtAD(W%V0$^ae4Kq0P$c|;*+6*l6=lc*y&wb+o3QcI1v@YQXiwl`Pm25>yA${
zizKKJZy7`b^(`|JsIUUdyGG@e*8j9mnZF5t`=(8^Be*)Rz8LWxeSG=H3q=-IR#~&J
zqxaYX5s;21267<@F2<LSq*XQ^A;ko8gnqnrvL9@MU6UrOI=~aJyb9ZgxRkM<z<m1h
zne8E1?nxMuV5lJzYY6}V>`J6B3eg81{D6^87v6v<kO!7LD*hgMN^bqY6QvoLyg>+7
z;V`O}x4{LwK%ZpDVO}Pzj#XxC@4s0F9I@}OVlk~0`|?!XU9cRDl`R3YATWV1GAU8<
z{l_A$D9XL3NlGG568cu`LKlmS)~w4^1~7PF_HzB83H0s<Qt|x7wdsa?t&7=b-tayZ
zL}Ia(Fti;x_UqU4-R{9tme_CpP@{g-8h3#jIoHn@50~{YG7D;qA)>+W*AdYmzwbkl
z&4N}$3lMdZ2FMh5P>d}-Y6Kp0?DnOnj1Rtkxb6&j4dhrPp+^O*;0*-L?}vZq3WyK>
zS%`4xkQZRg?)gW(V0E<k$b-g$DW5dnA=x@-NAMR4us=_vqyfV)7jbfJ!;ip&^<`v0
zVQT;JRpg+W8E=8*|Jo|#f?5wLyW^ft2Dn^;Enk-)za5X^JWR}H&Yiz?A%};pxIFpg
zXacgm2a84BdzmYY*=fXc9k?6XmINkm2M;hh1h6v1lsb3bR`gIP5$%#eqqpwd`(86$
zRFtQwt^8J5a8BdX;mx@(sIN9qb+>UMwn}N&sKFt!;Z^z#TEFj~N1yAD_es~tXqQKE
zrBU5N&%ec^jrG8CtL%`<d5bjDpi}+a?6}@H7~7h|vqBV>2yhh5MdSOWdDfQ%*`@Cn
zp+`+p>w5Dn^OxYOE1(C8BNMG{#aGkG`&Jl~K^esjm(yGaRQ%5W;xv`v*!FkeJxfc2
zS3G8xUG=P(#vqI8h%gzHBZlJPKwrrcvZxe_y}*-fpuXL!4X%hos&fh~CwuB!p-Iha
zL`ULQGfMl?0;7<{tm#I|J|KasW$&H7{HG^VkeX=0E-GJ4o*Huo9De{J1E*R||3M5(
z7L`@81TDf<1az|;&m1^=uP|5%;_m6`)j&NZE_R%Fw^?P4_<R7&Zr+s3qPY>^s#DDu
zvEffi?2Va-Mr#qv+wCiP9a%D|tb_@)I(y4U8UO*y8OUI{K7IbQlpu<M^xEZlPjifv
zI*96Ho=-1PB%q`R6Msq<_jMFfE!1UbSS&8oa7tI8<!H+=-P}`v`!Y+X7GP&MOWwPq
zny6wbEfxvxdfdXN1rovmIb`zvJXv!muA;(vzD|j~0v()f4cwLtp}Kj-ORu1GwG4S*
zVW@exj_uc`rsR4+oC=ua9%9Jl#*|%zq~yG7q;}Yl^OP0=OcS%>FF?&sta)7W(;w-v
zbwhvr*sS;25-)h><}vrlcj31bt>$5sKL$AxdD|m{n@4&uQrgIEoqct><s(?Z*0b-x
zq~smT(4$ZA8hfy~Mq(vsgOwp|&@4FQ$P%jSp7GU9*konEBXUHs+dF!pQ)!O@SQ65X
zzCSZo7UfKq*bNL&r*(|jG-R^urOTqEraPTr=Mu-==Z4Se0OD_!hYb5B8;d#XGd^x5
zWbn`ms=R@^1wS~A0&<;t37XKzou~OAc(&B)5xlnYS4DN6EE_#hl(^jk?7ckna5RYU
zURkYXurS1pBf8j?NigJWD~~BgXOr;dWf*TR#0$Q#??WKn#ToEo9{>sGfr4<d=zB@w
zT-3>vi(7wD6qYnjO4XmtZ=azxfF?)&iNmXfA#-&WJ7BiK6$fL%Zss-vo}6w~EP}cX
z#=o@hslmv~!&_I3U(^bV;>MNtq^0=M)mZ=su=J-9v`BUdcEQtb{0;-;zN<i=$P%={
z+Ku){fSj;JZ*(~p=7}+74b_@Y2*jvQk>el>E|tzLx7&i5C;sj_iw|YhR_>rQ9pWX>
zsAy>tC)rVp$eiNHif5m3ou7k5Clm2Pb(8gp^^&JBj}vmJ&iJ;L=K)V!%~cf(V&1(_
zqD2#<Aq)&jC3pD)-{YxDr{w$YsL={0*tzGqSxNN+rFF3+=>&E^G5SD-9k?dpr-N0o
zDC6ipE@zqBAOwD#xbD<mMDFu{J?>|XQQ-Di?Wy%$Bd{9O1+?n2fK*U_?6s-9V0V7J
zQ#qJjcj^=Cy0I-&u1rkC)%y)*KWU{;O0iSZ0?_Pn;&-amD9Rqzy;dej^Op8XQ)={s
zjX1SEca13xezX3h_l52!k{B+J<=s&bSjia3HjP=;RbS2I{sjxmdN!)JIH~YvG&yL}
z;dmcf@}iVQ2yK+qcNcs*l?%Fd<0%vG+aig6rP3Fs3fysIslIQZkgaF$b?N%kQ~3!q
z2JZiPr93w8xLDO_$za6hkoMBOz{kDB>+#M+)f0-hQnaoxTG2+&j4g>Y_z}K_X<$or
zj?Rc?w%J4<y%X_TpDUjF*8vL(1F&~<EakRzUg$~WA%jUSabprrOJiT~;uThtCXc8b
za~Eh|JS-;IM?;v;rR6!@`A3r51~JwC&K6U7{&Ipd+U`m~E48J!U#ClFuW*tqD-f|Z
z_h!V}4i+cnqJ#CnA1zMG83GCFoi!u!_dH@J8~(%d)S>%4UZFmy-=Ijn&OH)SITOh2
z-{Oo;z^dAJV-k*%4;s8Tp)5s`;U^fUA7^E0Va8$0$z(8fF5{F8!Kb#1ZkpRz*1Qa&
zjzPX`b`}qAd`KpyGNI8OuP(d-M^qWf=t?bNGNi*fvY?j^=!(xW5dlz?JpU7LLGKbT
zh@<`4l3qTp$QYdntgCwHOpcV`z{TB1AaP%j6;MO;y=sLu{@CFpAw9y2(!W=O??h}R
z#*tyDbre%%n^6<_eHtxQ;-qb)*wf)k(ykGX87UAu%wQ&(tU|xCet6Ei;iKTgmlaz9
za`t#ae!V9)8ZrlC`r{k#yP4#uNm1x|tO=^e5{9-wb$Y)BBWcCsco!kXP8UKGPpMk_
zWPzG=Usx$}vN|jE=rJEHBHCsm!ZdX1TF3pOB;u&iCednA!nsKqs_72AU4;F$qq$_O
zRj5MPCM?uC>Kbsc(HaB5Qs4I`=u9pu0!W`=(>PZP!zc|VN*baI`a!#wB}RdGBmB{1
z6-2qneLV$Y$pnV$jKC$en&VLXcuJQ=ZD}e~XAsxAvK20gbc=v1n7e#Y&(FJ@f>4LD
zFhQwU!7UsaH@BINsoa~!D{xz^LbAjzVL`$1Vm^fM0QM#jvD5dT%2Bn7Mh@}%<KUZ!
z=OX9+Iop92ml|e(Wi`b@yU+~<kHDsjaHv`cNHxvEPw^Gd&+&P9$%c_^^OWmOLoOC|
ziV{W_8O|nc!sfwN^klUMMkc5+JY0eHxLJrTas@UDMEzCh>HzZ^+24iqwtpKeh^;W>
zb!d#twlcXTwE?O*y9yvn+E9J-!fwS$u~}JV7;Om4<0lrqGevUAcM56oI@QmU51kcR
z0sO!J*DL7UkpsWMV_O!<V`UPApRcNUQg0CiJ2sxoR&Z@UT`}W&Lw3blh&%HX+|G34
zWv*%-oMDOArWP&!Z_O*HFq{)vfgXr`crSPjLwa2FhUjvqXkhnFSCs1h90e<WpAs)n
z>f<`ty<ASf#i$y5C-9)*Vr-S!@DP}auXy^0J~-}&YMnibWhZv99=ezQ<j>v(CZdei
z#=WKqyI1;Ing%LnJJt^A)er@yzu&;G)8cm;jNDzkKu-!|N@lWv$No~6fPrk|u>MZN
zHEdEf(yye+qBm7H=*ydF-%8<%r0QKx8^tcd0*+@E#RP98zrTx%J?>s~x8FYd;`c<V
zip;Vor)bDZOv`d(^|*`3u%k3lld{NwnUMc+bl@=D|IR9FUNl&U8rhm>3YBi?s3*93
znVX<8@y<ZUs8{4Gdzj5FLPHW#;h$B|ZMAw^?S`;!-@LpvE91Mvjq4o{eOa9f1G3pv
z8;95^@|1#VC_{^w80*h&nAV!kRY5=k)5l`4KmOC#_84x0hYb6RDs024?Hz%&f!0hv
zGbG25sBFPVT6l9god|Ple=W-{mrvclEUp5kqKf&cX4OjtKJ{;-;rEEqkWP}IM_il-
zU-_n}PSjd7!G2@X4k!AB7dP%J(M4G2L&yI`3+IxZ%#8(ch{vA(7=ZcN_eA-<H4<Du
zoD!E}Z>GXzF%h2sdVdNA$fG#2PxG|In(NuDJI>_b00xrRq=otz8%fP1MrRf#iSaqz
z<>FXG5#T+C7(2KeSyUs9b&f$P?xM&FB(#P`^X@td82Hg7r*kFPMZ?x>LZ7>9C9=ZK
zr)gZ~AFrSlFBP$?aB=la|NOcE6JFV4Pz6Hmal|7QCXh!zq_KRVS088MT1=(!IobX|
z5bE=kf~N5HkCUu|!LYvcV6BShP!SMY)GPKN3~nWTlD;X+{hE$w8zaTjP-`ye=NEdo
z8yizun@P}dG5@ChYpp>&q4dt9o(Y9dMVEcWVwgyxw|1`P&B5M;r}UCy_$cg}Zy_U<
zyN)CCiZJaH$W#gtkX%F9k3jJH)*pwBIKO1gL#IsfTs}}NBeZXT#57pFuA|N7$=O+5
zF_jO0Y<(P)XU+|WiRMqSc=a8M^k<Tn^Y{S0L7h2Q{Af5HsMi2?#9sa5_IC-dzTK#*
z2amkaGn_$3BEeglX~HF(;pu~KU`3G@3-TFvZVdP6RZuE0w@p1-$`Q|<fs`X^a3j#Q
z#b<URhFjM=$I^roM=Z^L;De3!a!Crn<~_R%o0|d1lsQ<R3nL|)Fyr2WWy!<=B6H~*
z9(q5gbcg1Xd}pT)ZXsIOFi?)Ln0|#cQ@L=9+n;=3r=PdOjah3B4&4Z#`u%3<4k8_M
zBu0A_li`f&=d1tnks&SK+vh3PUMJt{l#5TwFc)rj_2GyS|6;rKqM0>>C9n5eKLT>q
zYv)ty+$3WEm?kjnC$lL#hr(%6`UN7>Y1!2OJy|^;B(&+h*U!v|-wnOZzpH1@h}(zE
zwtAE(D>+>(7fXSA3%gpLQen4?kkTgl-jO^Ur6Nw13sx7GV}Ix?aQD}P;-YCk>CsyK
zD`v-NF)=y~dLnGXE;we{*t&5u5#f+-rjPdzia=T~B5laJvU{l5BaPSAX^c5d!JJGp
zVD!}SET37}!m>2G1$}|-x7V?^fur?5GTVwd6c&Zra#0@*2M(qF5z9q;bY1#m=G4Qw
z#?b=CmU)oko7xaqcpnMFa3JOQ-1)P9yK0(1VGaOle%fLK>25T2J^sfC5=?)bKJt#&
zDPrUqyJBw#DEabW&gkC8f)g}*E)~NeO`*$ciqsaw3^=h}uS9ZL`eT_=_$}{Q$fyVy
zh`Y2bdTB`fSbO;4=6Ah86izWp8v;x)`PhZToO`k8zs}8&uRc?;0@jbB=iYbIokzm^
z+H;C3zI{{DyNGY60>IC9Hpe2Zhn`!W)YzHXF#u<fCs!(|ZM@%$=AvFpKW(KO$cxkk
zuVNf@P5P$P`+;V|33>t3)r@!i*{Pw*rGNM{in?+6-dxY&_~Z{|Mq&M?U1Kn^a;POc
z?w0bo(c%@aNj>q3u7D7yF+_r_^h-U0>NB$$ZJ3jek0K6jQRyJvVBN{XE3f>|(i4Br
z7EIOMiB>fB`lutr?_C?c&*_o34Vq;ZAw%ivMk~Fh=)16|mopCNN5lzDE?r#0pM;#K
zh&>@Au(fg8$%z==s?{8|#EwXIKDpRW!xbxKBkEX*tfdN9p0{~cmS^`7uYcNsyb2nH
zw{HYm;&jc*yT5-zzO{7h%jO%Y+^XUwZREe_cy?w<$jPhv;M^zIqBgs4K|e0ssYGR-
zV=cG|Y2>l?w%q!zGb86yX}>tpnYX(@)}}dN_0P4-Ii9Q}#cZd@FijgruZvawySpw)
z^hG%bo@Zv-N%deAV<vW!O3&In%CEC8w7)Fn@w&_;m`&U<vwY=5;WQ@&|JFOi!e6GL
zUny+#QV+9W(3s`1@6K>$u9u#j%A4co@6H)Tq>$QzxU1Zk)$zx-@A*D_^Egp_4gAB)
z26CXyiH=6L#&G_)G_zVLVQRj~KG~G^t=4ckbD-}x^RHVUFvpMo6m1Sy1Lo?!EV5H8
zRp@QRisQezbaM@5|2=n&?v-_YsACi&k$tOo=X8;g*aD$Wd`L`lFXN}+kP`p+*8McK
z>>Hnw4U!8qT^WTxo_#nKYVt&@21Gjd1<&lilzrM|+B2s3t5MNCG?m)*_K~8SJq;fg
z*u$Q@D)i@|A#Lzb8{U3t((&xDTvlu)G-a8s+Y<WwGkzMT_NuSW%I$4KS;vt^PmfNy
zYc@$);eJ$Tx@#ArXHpsdiv@r_V37{<eKhB%X35}6@clwJ3q`8dRzmB?bklzD=kcV^
zggVOf;A5ou_(afGtKr`QIKO6Lr`Hq|u{4*0!I;+W;HAXqIJcQGmP;a`f)(>mP92*r
zyT7NmN~1NB=M?&$woRAQ=|@D}drPW>H&M@$Oe2TpL!g=Ov>J^HO|UVu5i?dS`2KTk
z)(R>Uj4=Bn*iz1RI6=2~q=!yj!P64e!z|V(H=ABC<ppmo4l?BwzeME5bQkeUh~Kxv
zH1k>}Wig1Tp6MUba74~yIn-_(pD;o_%@{79pzs`S#WE%VV@2cm{hfnW+y(t40o>+7
z`QJypoL6!_>o}fn&&`|o{yd30R%%aF$Z4CAB9E6x{sH{<@I<Q46~r)!;w(ueYU2c}
zdJnrqnpmz^nMYD8d(k~OSHF%tU0ipANgpzR&sJc$>ARGsrT1M+Sxo0<=pRIEuX*MA
zr|05(szZv!#>2<HJ3yj<dGjQOTgZIvouRGPhtSB4(|8_>m$|`^E}2bL@1r5SAt(h&
z2o-I@n*WZ<2`|Nf^ZScfKpnoaZK;{9OrnXF+ItJ)WnW#dup-kdG)BAj;o5l1Y<x{S
zEuI@aFh*fP^d=Aa^w_#&6P*T43*_aBJH?+UoR$lRK|Q5LZ~c~I^fh=JzIo;r;YZ2*
zM?PJ6*OHZ5N1n>jEP|V(qEGHCt3+;9NaDNq?m_r-Jrv9b6*`~t%HMXavTTo`sUAfd
z+<bUQ!TM>3>V6cKPPY9<C;f2Gya_XxqAtK#YUk+!E#<ABs-<S%NED$M)8pDXyWz^N
z393WHtHLKsiu!Fd@kx5L1RZlH$Fc@g8GUTqafdReH&SZO(>bg)BfIE>5^P$@%s=He
zY2&YVawP^^IAK&*uF?0c=R3;yCh;1B^GWFgqk-KIk2{wJm1&v3#fZ5`H_}JdN+li(
zU@4${9rBZXUR*nT`@E*O9-0o{sZnIM7yl~0{;kbVq{l2$49yMhxq1I*x&0p75J`8w
zBmeq`=x-N!>`&>u>2B!UmeJL!iO9UgM~jchRg~R<rbWtMYkfQE6fov%1`8(={HB@k
zj%{HsD7FJXUhBB_8dLD%yF2N^K8!5gjc2oLx9$`Ws-I#__z<aMe~4Q02e`w($SCwn
zdZ$_I+b5ytlEfxoe5>a<f3S%95EuSxa(5%!GId#K>ZYIZMp#<vjMpzS{Esk~B%SNp
zc}gGXFJ3*J_yhkqW{v;Qv*Ap~x;eg*O5s3yq9t9)x1iqGmz@JvHaS1F*?6MjcxiK8
z=a*jn1UY46PODk}d?Yk6n|?<-kb2?mr1J24EgcFfYNpRfMnRtb%{+#xNHIk4YKW5+
zuAnu#_4G*wyQ4q!sqF;3AO5z-QO+Kqke}0g_DeG|wJ0=ggYThsi2&}sx^Qrx_>8gU
zLAAG?FEB=zhYvdkCJI|njCN)I+D8PBPQwu+3R4+LpI^M<X5$xrmQ!uoDOr?W!MWd~
zm-&~LEz`L}ta>@%%n`NR1@YxQ@w6AhgY*e73n}M&ZlwQN)56jG@|UkXi1X7el37a%
zp%!$4R(}^x6dl^?=3n9LG_nn~`?;}cc7S+c7TatjNqh$K<RT`W5D`j01`NF~1y#}U
zui46>#Xl{!o^lCY(Yg_t>+1bJ?>qbt*U;I|-{f4Fimz`lc!W^orsDfZxW6ceC??I)
zL-UI|{SVm~dNdDze9O*7dJ``gv=rNUrC1}^6?-dHP=KOS<8Xk^rCrP$-?nw^^~;3W
zA2D+_zN$h(V)qxiXP;fZKf~ol5#AI;{&A)5y3|o4{Ol363bGj8k%|`)n;UV@x}D@U
z4HxJHNlLkogq?X@L)ye_((lAp!tQy{Oue<|RhB$TLs!n@30K&|{l>u?H-xfx!ax1o
zUx)WXaXmUqUZq`g?wSoHn}Aa`g#sf(D`bn-CsEW5rlHqDM<|U8e46w2n_??n_3|AZ
z^1R9;-u#U;KHJNp@yn%eod4@<NOk5^#WSVRt!-$fOA0*>>v}(ZX;Wy?+iBq4p>08f
z-5>ebm1c(J`FN?T6dL%Bb_n`mO-HO#Iz~dG&g+;N_d25}G@;&I9g_ZM{q4bw%Xu?9
ze^{fI=x3ESj&qVK8fK;5hP`XoP~js94A<Y)oD;dY(4C%o4|dU;d_%2Q`)(*^cxvj{
zN3n4VSuEqde)lTB_!FD#B1g)uOMAQ*BX^Dwg^yChu(ogB`lR)(*Ohdhp0B=|UMMtl
zlEPy9eh8W#Keu<OdRDaLHSuFi<-rF_7sw5&O@8-c$qL86tU=P5MaR8Q(O9%1>%uPQ
z^CP`XvrPD`k2WaM!JeP4A1}nn3khHU`za283T1b+-4f@y(R=dJ<KwNuC$(rg8IDQP
z<C$^oQ+-`rSC3{V9z-pOGCb{-?hO=nx*|tp!iQGBv60>6!EnjD(wRp20DKYs<Wj8H
z*I+&Rve(Tn9_+abd~{x4x%v^x!zoEi8OKOvx#)~K=$cPI#3e6ZbhW)`Tf5yglog!m
z+DqL%dvx$o>hc23m`i$Z%J*=0UHZDD4<FW1cp4++{fwS#=t^3^8@L$7%Fvz-yUop{
zbtLn{Bsa$$a!R{E&jo2IQ#*H+;w`_cr5wfE^%K39ucdZc-EfS#DU{`C!-(7c=B}6(
zD^1Z<30wbzIQ6r~g5>VZvS=qCal53fyzxk?iKKC0j%VRw6pi)md2ZL?ji&_hUD`OQ
zcAXx9(0kO<Ve>H)FRQUGD?Pm$5B)a|D{j2k>mH2_5oOMOn$g)P8Y@vGGtY5`y^4bt
zH*%Qb6Kn)qQq1p0&|Ur0VQoxb`lgxQQyVKGiQ9D=Y(Kr}T(`iKCa&{90N1LOF!?@`
zF7iwF2U-ecw`i7qy!KR1UCH4hDeLsjh|TWpv%_QObD#1=N&4yF?!?pLlMjS?Bph*V
zm&t)A@}t3xZsR0ILoqEXGbFsl{*ayv>ik)a(bZc=zWOUHYK7Ua{<xV_b>`sJ8d_5O
zV#9fg+J*SfXRbaiSWb~<z5B)F)e(--h;oD8@>iy_LNrM~p6U_HXQ@M9iAKh=&>cE`
z+Hk>~hR{I1DeT=YHs?upRp3_9?SsLI_@X#)d}4Y1ed2&Tg%jQv{p#KI;vmthZzddb
z9=&>XifLZmzm9#pGgJ5UyRd>OwV`UqWE3g%C1>rI?^u@|vC)$~Q2w!d`D(aIag>*}
z^mn|#UEWbXPxX&eO!&p`dH#GH=CK~ppU<S9d1%Q>dU*J}=w`aRMoubfk6uXSyxINI
z5L-3OtA-d}X>6`&Fhi6pdWiq|!R^K2^SKML4Dv#bT%_-hMYx*GzP*3%uE(H2^bX=*
zY(3p7tPp2YR9E!VRE7S<TNM}f$FZGU4J<wW@7GJ6!hGylNx99zY41~-P*yDp4;Yz9
zzk^(`b6wp07pNQMBz2R+k1D1bbY~v8EpOpCHy4oolfQ_Wo>>0<vRB`EUs`&(aH>Ht
z7xcWWPOTVA$)-?r)cHn@`d2R%`h$)wmxh10D;R2}htzO6(nO>jU}sc$6e@15^#0Jd
zM=gwI9vZ{6y={-E8GxW}@nN((%8SExYTI2tuy>&9BkdzAg<gNR7>mcF5f7LB;(vW8
zzI{CTv}DNI^<Q4!&GpnasN^0~&X&89?B{&*Q|E1-JY}>9PMlJ49SilmtjfGqoN*^s
z^83`5gjNoQOImd_+rFPG`Ztb+{rGd!2L#vrysq4u;AYv*36TAsp=$p;8Ctrjweg`d
zBaW3K=Qw*V#%+(Ms`8B}qwDw6Bk{7f4k+hMtvE{jc8Jzfu_C5Vaa-oGHeMf$y19a>
z{Wtr5J(j{f=dAj;GyKpq(wkD@;m6KbZ4A$=pLVwm9Gu^O(fy?-+L{WVX&AwU@5QKJ
zDIbeJtEj24-bW8~uV&s%KviMh+&5}r{6J&n6zg*4C(`c0i;3T=LXuFV_I2m?IPv_+
zGqK@WIjCHJ*Uj;lrnfO}7Z)glEEZXo<c=y8(JaWnNY#4d#};~igYdA^w{KB=uyg3u
z!5Xf#?x2Xbt(}H+)3EK6|Iyo%lM>Rc>8KMi9oFHWaKJf>%ZUybL~(^#u7_gNe=9i9
zQR2<&_i)sV(Tc%rg2UG3t|^@;PwqZ{r#f89`|_=e{`8j?UVeLk3N*btec`%1=E<?$
zN1xs`-kA@l!_CBgihd{)`Fv72mg`ZQGvVuD>#=FtwaZQ`p-QzvbCPtIwy7f3*f@-X
zqd&DrMcX(^>g9Z>?|Y%gC4b~1)stvR?}CYI>%*BIF+H#1bzXh5k=cCeW=XZ5mLpkY
zZtd)PfmB;3zxU1WsS0byS#rYEF`c62ubmu41|(O8xubRUY*VhiLWx<o+NU%Emz_mK
zm~&k_WLj2a&i`d_{Q>VPD3HnU;E#=icZK+<rDggy%|lwpL#Nm*Tz`MiSY!IQ(cUn_
za;a<eW=`5CL3z&aA6l0_3|B`isf(Js^Yn#jzv-tKs`+uY;`W5r-)pW4g<l;^a86~_
z$r+toA1D>^m{#4^)DwZF)e(&Wx<i!3r{*=JyAIv?{hniSh4<OJRZ6_em@-RP8H#jU
z?_j^*08cEsr69bu(9gk9Yg=nx>!4O(C&yu~C;1Lqbms=UuU~$%9u#{t_Ol3`kafqV
z!e)#A?k4e+MfI;FO7sh+;)U`BN2~idYJt!&ii^zF5n*jPG;BH@-{@VpXrJ+F`JMbi
zYxBU&jA<tI2h;fl+Ly0VqLXQy)lZEGnRCc1(Q!IPc?(8|q;|#Siahxk>gj(;wurx7
z7gta!AFljD@gUxbPJ%9=-6T|CiXnB1?@3W&p?{V8dHQv?TKD|KZ?!-3%jRhIsm|f5
zDO)fiiMf)+$<YD@N(YrX@oeo^Lr=G#QOFEm_N+Qn_{r>6$fVUVb~vY~vBV~{unZ~_
zP1<U8_a|1hm*U1Uj~@~iy~$F;(Dk@C`2A6HeTtt^TXNNGOeFN%m)aE)eo<1}&p!+{
zB;QQd)w0n#8p^P*&@0NJ6B*@5k^4zdO(K~>a^XYVL78W`XKv5r9*B>4yx>3IeKYFd
z5NB9=l)|$D5~+JLl0)<P%A#;$sstucft7Q|U#NQfXuG$}b?1o1)}80`N?$h3oMnO(
z(~^Vwud{!6iPCYt<##iL)p62D3=+r$b8%c)3CcX{?=r(uyC8u!$b5^Ndbw8Jt<vY<
zPi(K|N0xBeMJkqbr}DQ^!g@1(IfTl)M?)z$44u5uqUQ?_YUS#G?1=aruV^zEmGV5L
zeE3f^lkwIU(NwuHRY`XGky~5Q!rnIu!@8*57paCeU#KVeKlca~K@A<mGuoPrcM={q
zL3l1DhX^?LHKiz~d>UF8`$F2@S6F;-^jfFSkNH43?iLh-aydg_rbaqC;n~=&RK*rq
z)3nR={wa`9&o)!VsUMoYM^o{%;Qc8~)U1_=Bw>6=1uZp*+7P|OzIaDT^z>nKLbh<<
zG%7dAb*M$*7uB%9GZm-YpsgkDqq$oxbpklUaufXSf-L>B4I}AAX(S__`ho_huI~2|
zl1XPn5BNIJ6PqGL#)rJom6oUt@pa)oCwd-!3d^1eDU)a~?gV9AYcEB)7Jj_BHT~BH
z_JGGrF229+`9+?ZDR1M@C=&X!ZIeTRRIa}jM=A}WRsHgh%M0fO2;-Lnnr8Yd+U{CM
zRq6`&U1q*6oiU{-Os*teu$(mCy>~KNt((g)*IVbaZu`TcmCHjfyP2@V>N}R4IMsT#
zbDX5x^E4vVL>i6D2b|P=cZ3|J%h%8tW(EqPH*ZAq1&Y!)R$tc0W!dqS7y*~0P$SoL
zhDQ?C>BW)F!i?eGrn!6UorBSjdlER8zp(1DH6%BF6dxk&%j9|H`YU}arzO<66d&g}
zxmb)&7GB-UBZ`lcDUjm+AMK_WIou~OnVNx*Ch7w_xHi!2Cv(%|(kqdoTkru~Sfji7
z5iRz}3fJ-6Sh82J%7Z)VM5}64ZL}CWaqS^f^FxYK@>`b26OTUs@rHVT-}S=P5iHca
z2!Adfim4Q}Ys*-*{qyzI!)8IkZqCZ&&^fdeidGFvm*7h8a}`SF3!Q@f0*1SNc$6Ac
zXI7Y8plXOReYv&EK*}FZ5cJ7gayja)OK819o+>*f)rw+gqB7u~y?foEdeeZhH2uOm
zu?c&HEQ6}vhC!snW~ji8xe(k(OIABDR4`RCtw*dpr9^$M#+0v^qK)goX-DSLDTl)e
zt|5WqQWh7HdXTl&<3*&xd8Ug%YZu_nXwkbVG1tS|;cH5(N2HB8Hg9#4m$DRSxT2WX
z>Y7Xm3km#C8I**trda7*Swt#>_$~ssUBHHfMXyWlT#uq8D_QNHiIfiN(lu80-pU_;
zdepB&;XNJ(m=O#~uSVL}_$NpSi3>MgtV;i$iue^gZ5-upe_AR|>Q2exyGL>PHHGEc
zn>BObs!HN2AmjYdkDKt)s`FlyGuA;=2L8B<l&y|X7a=UA&vA3=Y^rTVIDj_a9=L@#
zw(O<id$LyUQPAs9TY?l{UNZ1*$}y<bdv0T`gnfZOS#ZDgapI%`QFoS+q(8O?G+oOt
z!fpvtg;1~X0+J~~94*~Jh2g6Drj|B-C+es$D%UEV%8v+)g3T+j8b{<w;}p1~CooWC
zL$v6^A)hM2Ui%b{xX1BVz%%vek0o#%Nz&)~WuRDnPmFfq0hIl|@L<jM;fXh7IivNf
z)t{p(!U5f8!up*-Hv(?<l&?&86>v1Djv|G1K2sU4B1t{M-Y>m;JIP#ZhARIo4+Oex
zsCntF0xW%|BK$+jaTK=uEY)em8j@Aj#GC`MvSi<ZL<5&f5-|+!U^}x6^BTdC23$9*
zYmleTfg3l!@C`a1+Es*u<sB1tagmJx)WMURs#r%$z}Oq37XcgCFB!hIUkcy0Ldx;u
z{+m@T@a<#Bw^!{=5NDn^GSc*_c)Kuo<|SPf6M3ur{f4J7(sqG1zYed?-aEJm5BxJK
z)CK+7$8!I}-A*tT@}4?kDa8jbaAcWJauTTi8U1mnvY{RbDV<A*Ba7$QD_J;tK2GQ+
zMOOgA%d2ur`CF9a;4p9)o=_3b;xT<zB?z3ux=3!4^*dP6Azk%P>0A|1S|*~YY!jil
z{k1<wyeYLMlxCgvGN3@s#AJy8BX;>!!N$?IsbZvpu1mr*F)Ug6yTyewth#8}N=*zU
zLxylX=2sNjm7EQho=ID{nO*@276WbQ%4jH(6txfRv8LyM)fM1j7;GuOlG-5u{;;c{
zMvRuP9O8v#-*L+?fWTiUS%F-s)I+b~Vm%&mwyk^K!HM=gv|p$SyDIQ|F}UV8{-)Fh
z)le87=PlNRUo*~v3N0Z|c{7Cr*E@9$`t03~Bj-3pwiah2e2zsERDGU3q+P6{GpOtB
zg1Wc;B|ngPtp^qfliP1T(np;;6@5eQ(Tg`guQX3@;oJuHHZRmTqa%+=Rg6I5@?yyf
zlzY%WXTeqHe2Etnr%W-Xe{6c8A~>l(b|h8H%Hk{3ift2+Mlz){WqnvmDGOaBI*i(h
zXW0OV;COe+eiL5b>56c0ePderr@~NS2WjZD_;;?{K*NW~7^DblHqQ?s{w?fHOZgX`
zJz^o>1_~?%eqcP5zk=>B9$sMQ90iV&*qNov0%=VBag_9Z_Nr{ZpUR4sy~18q)y?(n
z<G_BO9=FXxAgw3JbiGg@Gl5gca;{Qdrza?~ESm#R)?(4LkR*MqF;3t+GXz8#U#NRE
zvo}5CyPyJ!b9<nSK0+kL77e_%Kifq>-8YTW_(kB3B}0$rxi5I)#fpVX9>ObNizRCj
z3JIDz_9n1%x`(-<ss~>+f=KRlZ3W$s3Gan#hou;0&Rs>ZUkPm!dC1mwp5?}8`dtPw
zh$_OG3u3r))427GM%F&$&u&AA!*--(jOlj~((iNEK3Fq{<;RJrSmC;N5tvWb+%vVW
z)Y=avghTO?$rs$D<98sE$9Ps&0e>f10|Tku=uv4T-1y49ptq*3M}vS&8sD#k8G4N5
zl|{6!taKEZU^dW(`Wx-8ciVb1Pbsu-JB>f|$QGb4sd;$Z<vJWk;r02|8yN(>@7F~@
zihWP`WP?T13c1Rfpn)uYP>Gg*SOd*z;QN8g7M4YiP9xuECjhfyQ6A{<AMPSIlahjx
z2os*5mx4HGl#m4|DBUq*;1X|}b`qqSG6qDHyW*{r<7x21^x(QV&)sJx5EZg0kNhey
zjyPaJWKIZ&-isxDx~k7JMMlHQzfhKX6)N=?OO2hA5~d{+V1SihdL+vUmwf9*elpHB
z?0Gh-yd8%bhxW&^23cF~l$I{^4M$ICk6R(H2TJ{3WqasZcv#pgPbpyPCiUuaXT(eC
zHLE3r7trPzAva=yrR>VwGrA2kz4s*_%L68UA1Y$6^^&D(%y@J~_(h5tXInx$f+@lU
zaG$t)?jcmsnfW^iqv}-d@2>n9*w6dmXr{GkpqIIq1Rtw|_`}VQuMmB9uq*SCo+Yh{
zMdexKfqBrX81+tTOji{+qc0z08*^nLM4x+Y2n?QzF=dJ+3#Vf*53C*KH${dr_YlT1
z5t#^T8Rd_j!n7}F*?Z<$Om@@+NURLAjXIy4<ajoV-5%b;rD~<1ayl|D?@US-@};xD
zeq^rz`(foXx59rfnjF3!cn^MWM7mfJ9iBqezXVUPtEq1+i?2e-%~#bLC1wT}kf>}+
zmX^uIHicDPyiG@5X&Nm=INF-1XBEq;){I>c;Atn(cpI<czRcF~(^6?_a6{sQ=PDo6
zI-|#zs-O7rRgfpmLLe%zKc?clTRM4KoCZc2w|y1Pp)wkcU$Q=1j#=OuKKQ@krYge_
z$^poV+vGDp5Ty~+#(L*EAO~9j<@b)2cF@ebL#-o~{B<(rA1ty17J!|^|KM5r_n8#9
z?};I#7J*kPEdn0k%NCb>JD9{7s@gsrxbm@DuWWe6)-aef^#3!ML?&RPRhrv}(2P?E
z=T&H;<RH>Tzz)dgVk=$7Wnfr;%(D_oD1-nql_z!^#YlQOV%ds}7IXNQq<aqacGB>9
z+5fLT52ZgxcbJ~;fFvv3kf~4Dg=fLS?}wx`-J#H=qPxG1_dPOzbYhSJTlx1~_M*J&
z%G{Oh5Vg*kQHGI}Jho0BKdr!h;TyrJ70B{Dq{6lh?xZTvr~&C;D*%qU?wwJTOJx~m
z^@lnDR{oxk6xo0oDcO5U^+qZeC7dpYMD1F*>rSiBPc<Npl4D<_NG^bRDPmq@@?hCj
zp;u@V>(e-5L<;ycc*`2FwEwz>F2WM-@G2b>$<?Q5MfwNy*3JdtbXHs?EC_Z(pd+d#
z%gb~Y##B;>e&&QHOa-A9C6gt0KNkL;M#7r}(chHIaCRB<LAqEVA_>I*(4#OY8*%Sn
z`zr)~iAz8tsvv~-Xe^>s6T14luJzlX=K5Ela!mu~qv@CO!8B4V0BG$zK)`b010zV+
zifzE!|2Qa&CpZ=>m1DwT%9Kwwn|S9rqZ6%}EIwhKQI}k?8=#V@r5FR)LKzBO4bYPz
zABeWOHQ?ObL2#i6<{4?SVPGVEJy&L-4tz~iezhTW@i)*UcnKU$RT1+fOz`_S-h4y{
z#4Mm@p}^hg{>T7^**pZ+m<#37cae$r_!)~-31@C;41gAOaV2mAL*77|wrVJ|Oo7~8
zEBEQEv2xQK0UT`boZLY^q1@wH4Q*P#J6f{_uTBg!`o5jff^AJq<@IeUZZz#{fDF-(
zn@_pEqQRRq+C^#Dpzv^EcUxiO(NE2$<(zHjRhi_R^jZ6O`6t<&^@GOuZu=)uJ_O(l
zrpCW#7L&yT*Wo=V5RzRE?_8@qS`_*;yd2IAhZ|s_<{_R?#4E0ek<+=1k<mfJFCRzb
z{a@_8c{r8t{y)lMnKNao5Jjvdb3`FR152j0ka@@)WsD?KglG_1=AkSsL*|gN5JH0?
zWk?F26p5sW&il6a{+;u?_WAvLuJgzDpM8C<-Q!vJ^E~(P9$o{X;APRF;%vE9z`|tE
zv8%KpA>2T{mpPzHdHAs-Kp4@2xd+#8gPUMBv1oS+%zn6D3=pk%_Df(#mI235LvB|A
z<u~}79^Ip@%Xwr{BI%gRJm4k{BjMA>MSwwBP^Os>H)AS?SY5fu=KpwG9A(PF{n4<Q
zRT?aw*4!?0YoF+CslykRo@FU(Yk-a%yaIW~EP!NzT3I8H^fo7iX@jO)fK@p@+f&Ch
z{=65deZP>~eA5ydQVmc>JdJuxs17L!a~d$tDd)ZvJY0+{{_%FGuDhLQL;ZsghSIV=
zFBPJ^_hQsul2yWgumF#Gghc5CH|LK1t=!Nqs~$M=^IK_$pZlL*-w|Y8IjDF^!AEe%
zm{<kQ4M6+^2nVGPW&x-ya7MU&HmDHHhBzK`@XpcUUGN1$2K`Bx9VQTliF_cPH-<e9
zw;*u!1+lE3{<ex>@GD*Z+Or7%<pR=yxbB}2c~-ux>r;4canbLz9H|5giSccWE&SO$
zhY#F^SHkm}MQViub%e@H@gNzk>C?g<2)kVge5ra%O4ns2FkQdM?$nhaZ*CJnn);G9
zQ1Zk66IjO657_a;F(QKP#fiKisz(1<yNqyqh4190Zwv<s?$|jL@&m%mjv8?)+H}vN
zke^py;yx_;bECLr%WNP`&O-ZL%4&dN&w2Yxdge(Obk6<@>1zJ=DjMWYGuoed)1#@r
zpP>^Y2eSQAm(sR?BLOgW6x%#l#;>rz0wzgXSjy(8hty3p|A9!}ttu|)Ap&96^yUVh
zrp4XngnKc|6Hica<lfl4s6#8I)dLFmPbA`lKLgy`9c*)j#iVTZ|G(WgT^1mYbNvAC
zv#pBzdTro9<~Ab#Klv}Q#T<nu+S!<+Un`;}{HrY*KT|S%A5-*|;nh6Q+z+EuG6_vt
z*be3H6t+QH<hTfksC=rMK79ZmTr`~zD^}*7kvh;;3a;KRYy%jaR}8z5WiE^B@5-}<
zN$~beMA%XIY>ypoN8iUz(#Rfd1(4$PZKyK}UHUd@;{gvUf_2P;oAJ3AiEr7#xEhZ~
zU_ec@d6)8ei^*?ForO2|!I=Ji@=<R<$d#+PjhOxlP67?@5k4<LP}M~5U$?psw^F7U
z>GCKRXg~xuFrNW}ikryJ%3G#>3KJ*3{k{@mri_x0^Kucu{KsS}H;P>WZOUPj0JG|c
z^(s-hy|etUkn8NVVsHb0TcKcZn&n#Yb|MM14t|$=z51{>9)J+9IHcorL|-QXK&3;Q
zuT24TeffOxJuz+g;0j-pQ!H61RgUhpiYD+;@AQ`R6=+7FJTP7bciSBh^(t5Y{8D+l
z-z)$z9MXV$;Y2D_AtBbe0_bDclDHv+RG{kf!4EmN_x8Box7U+P$(-C>oz6mWbm1gP
zn8KS@a9$ieY$hj8jt`Yc^u%IKeQFctQ?T%hXDfVt-$|0W3F3v1x=JaL#pGQ&!#yaw
zAfz4rnaB&Hc6@*Oqor0m(OUZcWoIoIHD76FrZNi!;*rl~@+HOgcozoa00l@iA>O(f
z>V!3gH+boFy%`)4=Ff|4&m#U3R!X8UF%s8K^u6ra=Yc23r)d$h2=MVCuycBE(VlFN
z|Cx2DoR^2tIjlf6|DVVC|JBza_BzZ1QBN6JuATMm5#RqUp%omlwwZ!J*SLVFjor_s
zNNtE&gBmCh+VZ&z{bxeog(*0sHH~;C1#+w4Qk4!c?=+~<^nV2$DGEU1O5Y=k>REs*
zDMOX&0TP++2gG3?;?bQA?o`-<qh%XCntgd5hiLxWMt%*m=~AzcFj4lUn5XHZjZ4!J
z)<FRe1>m!?e!pi@Gcvpzdj$PoYTbFl(=7Du4JtFV0QV}UjVIt2L_mE2DE35WI;*L%
zL_2YaMJfzuWC=0n(9wSnS65=s(ZEtwh||A77w*xR_v17`o;`Gs(-lJ61?Yra0gJp7
zTbaz1eW@1MQxQq%X;smm>&fw2hK)lm-UqSn;6?H}ysLgV!1r1{)^mo)-rA8@1RV=>
zaj-;4u4KpE2{fNU^&x}T%p%WCqP=<<MVe6jO9Pf+XKBrAJ@KQaroVryn-Vr5sIqdo
zqsxaotBf@OS2iTjeh}!J6o^J6j{2&SF&c=uXQdJR2>fH*CJDPtUO?D4VEYL2?0al(
zNCaY`_J(vF`7GeV`#>%!!5&}H<DbWKsuZ(~XfDO2Kyx`GhZRAwj|%`f6+BBTV}gOl
zE^Q$gG!=pPvJC?PP<0vO^+5$Eo5Vnfs?wF-SPvozfneHUt>u*`Ll9$ndINtLN{a6V
za#1Bk0g5uVlktxbx#iEs`@hOSudQibL~${og_VH~Q+n1u0^6%WQ((_Bb#(K`U_V5=
z4gd-^McZ{cD$accfNo4kQ^fTD217I#nFQL!EQ)r&+d<*Ut(?6kq7h)-&s-ondi16V
zYAJljnIpqspuHoHMp!?kQAt`8vREn{Xr$)AMn#lo1%%^l7vYmts{&Y-0QAZ--nUiu
zP{&aQsDE9h0o=Ym7|6-e^_+8uE>3BNOaN!j9UUU9yqW?yx2x<Fa0XCi6@(MMdIsY{
zct$G;>KK*%I|Y6}JGSKjG~9bDCv5!sm45!+0I><=Z&KC#P=G)y7{$n;jB3ljA-qa^
zzAbwX0e{w8KoI%1=Eyt6d>$;k^%;DIqfc?SH4L6P`nGWaD&P$phN?3>bboBZHdj?S
z-T;6XnRT&ENs{rNGBzSuZp7|*HLGtkgN3InM(XZrs6P3*<?zJCr#oh&`EBK(9bb&4
zxwlGZ8srkr@%q>Ik7cRb8CCo6gWTURp-$X{8D;$n$!oOJ1%lO38W=!MY;BR9ZdRJ!
z3hJ;18MY*>sQE3pTYV2>t^gs+Z$NbxPEIA1?mRzOO<26DrXN07<3892g-CbhcW(RX
z2=WFe(}KR98rYz_mJNCvKQ9H<{e0&s>$lX-m;rSAqYuxFov%)`8D4`e;KWu%uOe?l
z2VRpU8EPX11KZUkcp_l?JOS1ZC0Rd+ntu3#x2)4Qv8Kbw>~G>-xHS7Itrb7H=#z{u
zZt8z!4CvrGX(7wbsRZf?8LnVH$m;ljMv!~Z-=Ndm$3UJu|E{)V^#K>>;`=pbw~mht
zYP5I6E^NeI-==}|Bi792yi;JZ66tV+Qvj@!{IVa=NQ56C<KGPaxP-fX9%fKao!vVR
zS#rDpg=zM{q8og|TAH0=m8Cfbha>h-{x0c#h-lwwdirXCeSDC3lL@;cd7187)8GxQ
z`OmFg9HyE(zT2Ol>N%0Ur86#IdJ|?|cGemHxX+IvmYQIoe!PQOZ<32HOvI@-UEUH2
zwD*AgdSs_S00`iEM5na!NW$mVYu<kbcA|YTIR0nV5crQ3*HXAm?K%!{wO)G@!|OrV
zlwX~-rzZW0e8Lkk_BClShrP7s{<_0FEM+-VDiy}HJqsSUZUGmDq^yDc-Zy?pbIUsh
zWxk9b4ko<K%i^anWk2)O-9WBfQ)y2!801c5(VH4emHvTHKrd8e*S~&!pu`EgN0?_i
z1{iu7ZxlzjreFtrWF=w^!1h4=4V&jj1Ln^?TzUF0Akmx_h`D4TBUaWrQF~tDqwyE2
zdJY);oOc|&(jixw&SAK7ZYFrA{5d4(F!6P#J$?OB%jV{{u)|>+WADEfblUf(XxnR4
z%o+rt07c*mQ6Fb?12(kb{OrXYRuH{($VInXbTTGPMIbm_KWrDS3rqqZBHo4l-CRiK
z8}z0Rr6UG8p2`e<#>dcxy={E@Y6mZu9sL!-%m3sxw0xvVwEqT4`@q&DZTzv8_|}Hy
zW|3Ie*ry52RtEt6u68CU-J(Be$oS;UsvYGQdFwG;d|r)j=B4cg`v%rX*N|8wlr#Av
zSww2bo3pM$8yEO*M7!R?k<=VJ2%pclR9t7Bk-$!)XjP-m$RGjw8nhJHAa+*6s<jAm
z%)n5}nAWd;t$cP~jc3qIY)c*7HLDjJzgW^Zafr8Fci#HLF5=iJ6hgrE+#>mxQdTZ_
zX{zzHFHQ3LcDM_Hhjt(b6^vv@7nny6t;9)W%R#8G?Onn!-$TjIeEMv@1-ctnMbj-{
zoG}{GWGkt5A)Keu_V4c(Vdn(};#O9c_8BuWUJhCuy>X-X==_}7%m)W65YJy2+Us1&
z!Dn^ywuJmyAi3AdT}BQQd)3?tH+;{$2j0ElTfcJmmhK0nE|c6+h%l?TKSv%xNfsT!
z!SJX45daD<P?E$bL*WvSUhHh$FN_Sqs^`XNX@jUVqII$~-RnOWJk8(BJ6p&c6JdPV
z59y$L9%HV<U4nfgZzMr_n)Kvjr=Aw~)Cr*oCGIfBiXz56v5h(e{&3xvPbY0?Br(0G
z5#=JW71Mo6lW}Y}vUNKyuqV~zm>D>^%2dvC818QWNW+_}OW=)~4PBdXRX1)E4Ri9~
zelY^|DHo(zwDO=FF<yrGICy919E`==iNs#K9nQ!W=2mc`zwRbPAj8a*%+qPYPo<u+
zwgP0R_wm@_H$JyAgnvx(i?!-C?zG3aArq^S8)oy}{APW|Ildu=!Ot09({x7jS$22D
zesIR$tG{`rnTFA=9}IS}snyIlqo`*$JDP)v=kGxG!|1H@sfcM5XegpUgE|1I@5d6E
zS_r7A2FE6(vHu}y9!9$nR4F!yF3UR!&Rs(uZfualb-t9`Ri1=Wg%68%R)bj6+RufL
z3pAzSjvmH_YcXj5kmC)^=_Oo^Ebb#)?numo4<@i%{3#?H%oK(3O;688d#duL|0A9v
zM75Tl|2$a%H->8BqG?)>p<K!?(~`XZNBtT?|Cq;NUIx%4q~t8#!_=Y*oUS@(3_-Tj
zP8<!zEB=NXJ9#J_ih)r$x+SxjpN5R3_u|^avd_T!{V_OUlFJ8AQ(IIR@)Rl-;$)V`
zhRz3$wG&+kWieewFbcNBqz`yzSopgZw`!Ga<VYD;8?9J|AS0#nt@>XWg&RYIcCEPY
zlLWapp?LVE08GF5JYxlGag>2PooKD204HwH@RELnCHjv4-ZbFfzG|eT{h>Ealds*q
zTN_3pe@HK;L<|xq=lYE|BmV6~ul3K~Xsd}Vwj3I4c7O^XHz9hWP~mQlJzkMwrtMS&
zD>~*x&&3q<LD(++eU~ot-ychX!xRD!ztMDjD;rMk{HWa6J2*{8p~@+vEp2XEpy`A%
zaI>(K?1!2Z2fZvUmTM^SIw+oUi-(B<|3yC2NY#MnoWEbKce(*alf1{G|Hi+oy@R~H
zVg#fRm8N|8b{8r|&qCX&E;SJBN5I(!*X@<o;sQm}H1F2kve<cqHOTfTDfMMJ$4=>G
z&Tsu|PP>CR&kS{qj<Zm{_o+McbN&FiH@ly%)`E^ClIDL0l6xrUI1#~avr-p^TI|F_
z(xgi{5(EDLRC*_3X4&25MrKNt>x!l{bg54run~hCJ_<_os03812GMXk?@LWyYbhJl
zb@;_{1!Nm$Ar3~hQOWe*P*-%IfMV9)I*@|M0HXAq4N?-wa89*R{u7Toi8Inc;k$G^
zd|8ucP-@71#qt%Rd>5dtlgvMYX^lMe(M#5^PDo-S;Tjeyv8x<bM&Fc2IZtdJ2FX`7
zfLRr_e3w;|<mrgZXr5m0Wj?4am!f&UxYtC)nWYIb02lByqJnE^c_S6sUzaqRA3hzS
z2Tx3*TAV27CpdS!^q}y>Heev`%n63rSE_slp5lBU^l#$74el_>MZM<XqI(e`FkR)U
z(j~Fnxotos_mF`oKHl?)V+Ye9=z#s7ul>|>w;#fGJoR%VtBjj47@)*2zUutX8cCfF
z!J6Wf%hL~FxhZW3XOCw-@C{tWRH0nMJ)%cC+yk>D>3lQO7a4NAk+rilylq_;w!IqT
znNT8%_|^c$(LO+c^Zx?<b*u-piAW`pxMn-K6qBdavnC=DEJ!1Z0?j{UG|oia&}*`Y
zP#DrR$xT4@i#z#n`yqK$+PaH@lB;8`O3@DG(Kc%khwz~`&L`2r<L{F5RWjfqknX21
zqUt;z+jUdO^Ni|Da@E@$5T~I)TN5dun1~SIVh3tkeiIZ36)5TZuqL@}pp9by##;SA
z)O>l))1vd4hXz1L4B^UE;?Wb%KC%A*>2K(hXg<Ins+DFrUxCrtr{U}rg(EtLPB4&2
z4>TEgRG|Cb2cEZjb^bl#sfXxGq~MFg(xpC{md6`jkL~IfprQ_&GjGs;%4W-rsMv}U
zAm^1=Ff_EmI!LAG{_&4>i%ck>LJ`rP7lLCUw(M0$D4uyM2p#diZDNwUh*qUc@D-LJ
z(fsd~(H^LFC5M#(cWb|ALYH`&Ev)v@4;q<AL+=oO#b9U3eReK`<Obqd-0fiO<kbx?
zMQCSWgz6?Qd-_4X?P9x^`K18-cH%2_<$`(6SEy)(USck$b6Wj{#>ROhj})%@j{=Uf
z9JYars|0IrcygZurqKnOv%K|?BKKD~JYDvG$zwPBSXUbh`wDR@h^Jgz=c5DT@NuYK
z*|S^$ZmJ8A;d*VxL0>`9_fxn1;V*a`CzPm)nRE;+@4+42`AiY;;2&`PJ#!6mym6>h
zV!3r$4iR8Se)`~+VLM!eLK&C~uto7xeu5alQ^(!^H(1AI2F8yHPcZ)62N*=cetW*U
z-#1KRDU$~9K>q>t{BPH3MnE;<>7sn+3jhnGu3fs>{0=s@e#r18XC7!yz)BppSq|bW
zg2!>^ABKJyt<zPQu!1^V_g)gAX;5&GxC7c4uTMubqEj<t=)3GG_~7qPQ1f`YlQ1Bj
z*Q+&zNWgD?fB@4#`9H9b-}iYvns5QA#GSQE?CK0u;07g&_Y93Nz#TkpFZmoagFC#!
zQ}6P0XJcrRG6psvr(L1905rmmj6ik)Igzyus5J{Hi!e}O6U)8?dbtbIL{Jn_2{}&f
z41n${>2UE~<J<7*W3nK0y?p|U+#dyXAO|)KHn0X-*g>6DSjOiDBk<wzIY6nOv4INv
zQC1Q(jZWY9_b`n@2gE3ikCZKprGFpw7SAa_3=P5Hy|qvgXTWm_xUp`5;C_BUluAC%
zPNkg5N?&tT{xuGJC_U-(H?sh*JbP-n@3U4pp?$l<_7umMh)A;_!Arhenqn~RoK^BH
zNHMG8tc6O-n<49EhEfm}_<|{VVmdQ%x*0^b{3tL8=XZZP_dL|r8OEVaz=XD~r&H&*
zs0Sbo>NtlV+O-;$Xa;KzBZlp=*B~V^YwP35(=0?JDq%TeawP{|L8Z^|A>2z%EcuBa
zXS8{5h8ZFhBaPw2ni!~r7Va=x(<XtOrk~L;xa*wylG`^3I4pdqa#@4!5uF+r=9CCn
zyTVwe1D7~;uOuHXYn-R@<-=j{xX~jJa<a2UP!4#w-0KC*W_Bt7L&_URPDhJF37qKb
z#qZw#`-s1OLO`tB0~0Af+-*zj=t!Fu&zMk<>2-D?_zaMW=PjUaqckxTYE8kbZf~oc
z*-`pA`SJ*L=@;xH@vVuwO`b-vAL&M+=Djj)ojs1It;JnJ^KSuw3-h267F`622G6LW
zn!NHPpfu{*Hs7;wj1we+oW?%005j+5`<k=%@v0keJRH&BGcqvA`%j@cHNLKh%Ouwl
zt1{oI#dEUlmuP&aG#Hdql{Xs4F9BZ1q9|Q0*w;1~)hwd%btF#Wa3@b3UPmrP(yzGc
z-^j5d+f^f)Sl<mDAA!olNOUQ%x<6YzWaK_RFU1GccPxw6K@MqU+4_8C=RqS{GbD86
zHiNr=4jxgjZj-n{hEp;=PL!C~h+l%D0BAm}LzcJFi-1egI$i+q2q-fhjfQ^;<)eZq
zNj0X(*9s4Ek!lY7C4aan5X;2#PeI9Hr%Tm3Db?aSEagX6u?I@U%p?OA-VKjf%B9GC
zEN)c7Ex|;d6+uq9!NEv{N%;W&Gv^Gy8`3ABS}c4uKvf?Zirz<Og9-er!>kbS#Vxia
zmNwZ_@64BcJt4USThu4V{67fIBf)Bnh<`f6^JcS1Kp}4)nsz->eo$BI(He%-(EQPQ
zQEm`C9F*DbOB|@+g9hPl15&x(wv>d(wv@zkr+%e3HJr8m%45WoOC}d~gC2D>70yJJ
zhs;666F=U=tIHXhEuQ3sa07$_MxFf|V4)YZ+z!N!dJdEgWPr4Vtse*>o)^V`DY<|0
zrl9*;@v`>taaQT%C@Ki)h%DHMuPp3Df%jidqSW>Z@wXf2C4<x?FhT-sKo9Al4wUiC
zd@h`@`LYHmJNWE}+)Zp7Kqbqbo%-vM$q`tQ%#_z}tG~R&w-beQ%(wzb_VYu<Ao0;U
zkTYT%;>BtVS^q=NtR%BhI1vvL4Kh{aAI=9Aj%$!2sSnQ9UI|5&{pDsIa|r1GGjfLy
z8!q`XZn~+_5rK9fs?yi@`|_F{sjYxeu;fFv=_2@B0v2BYy$%SWh145p%V2ZT^yl40
z#n^>y)~@RCMioKL=h@=UnYzDBwNq@)%J4l{NqevUa-bzPXa+=%q#$JyNL0QGkGH*J
zrR<h$i7!9BErJp|t#%~L5}3R&!vHy^l#-XR!W#r-BUq2{zrkVld$5e8^AB^AQTPCT
zx}W0$LzZ&9bo+}~cyUYMe+im5e^kRPLER8uUu7pB?@aLxDbp$7tyUSWLV<K{qB|ys
zojS@y#GQrH8wv{ZmGaawB$s4FN+(VsBTdfEV85*z*#E}be6@(7M_+-9;Xxu4u0n#b
zeuomH@B_3&J?K9}lB00hgUu6%5)NX48n)%vG{FBdW#<eL@jki;=A|`N$tVKqFQdnY
zp}d)4&dP2aXoRG24p+qBkHl`@<o4Bk&v=-TCXb-2iG)~T0KQu_5VBgvzJpV9+H#XH
z@&!2Al~(v)dB_`9waC&jPF$hbfP1$zOhECxoUW>yk;NA2;)5w@T}$iuT+KX&fDe56
zNO*zZ$+OmVOX%px@nOhC?wSvSB=X$PVs2vRi+J=He=a*8_W*)eY@ULVfk=F4zKZNX
z4rp6BihA5NQ0@um{_H*twR?C8a6SYl!nWGryRq$xrM}}#5Qtty7GJycp^IcEH>|Qi
zS`Op=1(m&0B;@4P^u3EO|JOqkU)~^8UnQa{H`ZvzkqVMVDdP;32eW7ZdX2uD8KAk-
zI*b3_x*emyEI#)J@UV3%ZTkz7g|Xpy%rHnU^f#SA4PSoKVUTe6aY)5MnhO>I_lWaH
z(}|jPo``ZEJ*1HAH`^CynzGwAbsHedbA5h&=U|W~Po=TmXVMh(bgPY4K?sWH(Cc6-
zKqT(k(mK9VKogo`qqsG!x1aDmWl!o4I9fqz<h=j_ZbVBCgsezldLtywKI5EEMu5=o
z`0-&VJ=nhd2Z2&Am!M*pkk;;T6Sxnx-A1mV^9}2E*FyWH`w;UBxVcA))blV<D}YCP
z-=8!3jwaTzRT8l0OC3860qh8{8WtUaZD=YI*f!5SQfmz<G1b&u-%j56=@4kicnC-$
z365&`3MXZ9?eV^Gbo_GQo(hw0Zr1R8)oJ?%5qw2vTKz@n-Sbfo5XeR^CqW&+s>lQ6
zCl1uO>Fh@<{=|>R#N=IA!iP9}qfc}9Zy8^cI{zOmfJW7k9lH;8BSZ2#o(G_#F<phV
z_Y;X<8T%9W(KcN2W|(mjrhq31lrN---{ofw6T|`Hb0ZfYxws#uqVCJGsyogWa;s=h
zrkRI^j11>PKnx?uNuo8eo%o46^&mWWj^u#n$~KSwI1eKi#OS#!YEUf#c&&+1bfE`?
z?riB<<x)^H(~~Oz=PIm61a3NaNkcyIqzF#xjUE(fQW*5wykJ|&Lwk<oS9TqQI$?H;
zqY9W~v%%qtl?2+3piRWcF6dVH7oke(&5p^hauW*ZDM&J@x(&lhMq*A5Sr=g2jCrbB
z?K`BU1T-}|&dy~QH508Qq)FD(I18F2pwcM%Xln>uLH~vCt=c_PyntF5D(8ZudCi!H
zVn7%6HOik{KsJcUKa^Y6<A=Z|oQD=g_}R@#pJzhSL}_rpJ)Nw~7r;jl7odzr%|Wc9
zT<`b$Niz!F0rx?Ab8{7TATsFRb;=pOV2xZqCoZQfNvJHHpyiP_P67R)g80t0b-;qW
z2X(P`>!#qJEv-`qX1w3MG}F?NAkR<hHmLjeEM5u#C{}XQN4WMd3auuBk_}FMPZ9(z
z?l`ZI%J^pv2|wSk?x7`(cIQCppOKY>%K6l<Mz^{ER>@}Se;c)_5HPEJ%8j02%t$F^
z2axl|MWnP4x0PT1DbJIIf{-vrqpvekE&7g&&kV6r$lia}TK{^LDF6MlVr3{XiJ^!<
zg75RR#SqF~)e{?WD%m^FsN^NN5U+Tp|4h3KvB*IkpI9&XSjQVtm&2Gy=WmA}rZIKR
z4yMquXGG#sg`B!b<~AvM<oM?THhun@yb<%DALiJe!wAi~Jdd}|sXN>PYz~n1R0yx4
zU#QLr`oS%g*(gPHz?X8nA70LNtBRjO!(l6UK9_NHdFRODMAJEVDSx{&PH`T(Uh+D}
z+8#fN37l{_5`Q1Rq+<)|Yz)qZ(bkys6`DYmOZPr?ybb<=^<OQ7II4GX=P;OkiXE=Z
zT?{HZE6>M6iT$klwc@D>tEtbf`}zS@h{}C@m{qpP=;G<WTbuCJp}kT(f8Y4f2~^-J
zuu~;BLSwWaHql*r**-5i;13^q-d?ZtRQP^mvS95h+1KtJq}TbVm>qS_YE=o<!CBZZ
zl^v-Tn5c*C(<)Z)i=PRO@Ie&yo<zwW7x#ujE(^=iF3d6KXs!o@t`{y!f3#|{$L}NW
z`;{cS4kzP84QRl*afn=vw1_~cp;8D6#UE|Crbiq6VX`<NnSv9zupB}`t<w;J1MN8l
z>@DX!ZdSo`Ir$j(2?`Px#<I?rzeBL5+@U_D+O8krI*)SUtRn$c?S<Cb`$V$b_myWs
zXj(2faLY32L-b0oIOlNLL0Yq4f7ykOd|K!;X!)lS6m>FCD4075syc`JGY&tRNn*^V
zRg<n!EY%U@*@MU2azFj|&)hKs=+Y&wCA2uo>4sFQ2i{aD;G)#Mb=k9rpCo&mWjRyP
z7S)klKyA5Z_MEk&#FgyFj&Yu}2eP%Zi&M-jao-e<5jH_@F~<E&7ft!vw^=)OiooGm
zW@jJPfKROs4}6^teU!<b1>l`P7rx8wZ_vy<*E9LX-HA(QxD3T}sn+W4#BMp=@b55M
z*U<uj+aH{dzEE2cX!$fT)j{krJ}KnP$j@NLPzZRb=Ym&%eL%I1U^B6sGtly`lT~Ht
zk}9u%!cdeA-oFiuW9>XXjOTxzlvBB_a|9G)b_g?G*e8&#7Qtm3&z8+7crpAfbd@oy
zBKLd-Wdet>mSoJnx)}F-q`^|&?V#CdwF<XQM|lSvtr~$#;y3>RWRN^mLKK^tpox8y
zRqYdPrktCCxG&NZX}es5VL?FZJv?!Br6)uWFx$L}D){L3lqexl;#c})musd2S!3#N
zT(hWr+3~ci0y~EO*~dTpT(Nf4@y3j;|L}-XcPKqbrBENY@DLhOWt8b!$gh9DY29)*
zzgwm74|u=JH9dHHG%i)5F7G|Ep0|dS7`3YFn7(#lVqP5kJKl0J_$@bGceQpagXKqZ
z{DOkbY4z`CzJEQb+G)P1D$&LDm_|`;58?AtX5~EF<E6)tUmSaQ7QqZ{9A8*qFIN8D
zW#9d4R-}j3ls?Z6^x^AdZ~tR=B`BCKQ@@>O@DsQJSMNQODgSJR%_8f{a!-tQR*8XD
zms{_-gcEmx$TKR(%WzI^(*NtI{7)zUf_F5AHHN04DfqS4FIZF2Cp=Nz5sboa&5GU?
zQ=+J8?cF|8{&=yfmyW)TjV{gVNMDrxNd}SeTz@F=?YbJP{Uk(ppDp$_?QI(IBxnoi
zWOjBC`>ifCJ2TQbp6MQ>rKhccu4u(?n&WKgLus_!G@l{-zS|s^a=3$G2UOv%mfaDM
zJc~Upm>7k-`r>Ji=DdBc^Vj(=_AE<u9ZZge8bf=3Sq2P~q_4bUx2@_MQ&f*Uc`bF<
z?|j803QHziaD=#yotYBz5fI#Bc}bh2Db*GPLhojOJAxJu@`j(uWQ&*!my7Z(E4HQm
zr&D?1AgGs=?KJAIp}A=Ip6;T%>}F0&&+|-v<;?`0zxm&M1~QM1OruWk(WYul^40Lr
z;M3K;tQ<NPKCZRza_?<K=;T%r$9ar+13{ByPEhVc@XUU;5YP~O+I57ssf}xuK^TRI
z885E)AdwpL@mI2^M&rJ>ZHyl!KiU66w2y|_N}Ogi!RKJBtF<49LCax_zKgbB7iQ+*
zk9d`E_(!wHbWr5YS63uo=QJxjSz`o|JG}L!*pC7>r|kl67m57PBT8L`*j$Y4`0_oV
zwaTQ({MYo`X#c)QO^Mp8ISbmrm9o5#WO=?zuyGPnXfXi4EE7_JawE@1^grBfnpf4n
zhOYnUiNY;UMO<Qbv%kRA@+Zx^Ls2K2hVi6nJ^d(cP|$$D4}Eclv$F#cnNkm%6uv1i
zSTJ1tmOF2@`pco0HZKa7%H=g(!o}&p84!2mV}nT8x8&l-*$?qeL@|ayhM;fZFTT-I
zQQO@1<Q9FxoAgNU#PGtG?I|lsB$GfO5U&3Pj7ZGWz_i&sj^Mj=60(F3cc!D~?OBYv
z%%C)FuxO^X_lNnq`sUFcax=Tly>;y@#`Y1HGfgEPCEdQIoLWI!Hx+elE~ew;F1cve
zv|BvfZGFZkC9?dJgse`%mL?JIwdQjwjP}XWmEec645mRvYvX=~kE5>vHn*2?KD<Tm
zmId`(f=m3aQKy1D{SG!-3-1dRDmPzgJxlSG`u);;Y(G6|rS%Q)(;{({UI8}1aQqPb
zbjX=yc65UOsI6#AphYwNgQ?w@Y=tNbG?kR3l^?em?ILA9oN<+VO5(UJFEE`g5q4pm
z)-LhNDp%MiA)`&_W!|nIdj{n|h}V2F$A;#zv|J}$pJu|*_pC=zBhmDdW)I4RrBZWA
z4A>Uoi4%F{{ccZE>kfZ^ebF}3<hw|UnueA`Z-#`tQ&4HRl&yf4iM2y~qarqPAiVN0
zHUejx(7}88<Mm&^rmnmDzRNm5_FX?z`-W$)_K!i!pXt<3s)ZaFW<k=^<aGTX#u{5R
zxbR-_Z}riPe53XWPww`eyvt7scj(f-ke`E;nMbTT{e?hp=EJM5jfMA{S?*z1Up@=X
zWC)I_rzFXzUwy_Q63fV;PVQpJU7Dt`^bx%O+`avo(l`1AdD5BU-oG+r0Nuw5eeg_A
zRSj7J#Db&%F`T|!;w9IM<R~12C}l`M;5qhsY9x+9OgO0NOoyA?Cgx&rA^-E?!Hr9E
zt3Clgw))$XS0cYZ(o;7D2!U2QZ6AkexafMl^G5Pp*nl5es)=c8mKE<NFQ+oA9I1DF
zDRb{Niz$JmNYeg$@ZRg17sSe+O0}#<lo_eix7g;Sxh6q~*|HTcOrJg1v_CMm-mr-f
zG?PY=Wi%zMVBQgg6rwFyD8G!RpB9b|xz)b#DsVb9IFR7_hhOeN4hFhI(<&!YU&r_`
z#J*mf8~&NSytX|-_>Z==J*62UPJf9}p_vvV-<<yPEaDa&Z%boP4@R3Hq?`iagF)Pt
z(Dg#P=a=sOwf$gE|7{2gbQza2qHq^NKQfpSE-0w1bXplSMcWn1*~2%M;;&Ra)^y5x
zdgdv<qR3QS-n3k%Hi)vMGC-Dpdi=1D$)t`o+v@52uDutYQ3mEdYTx+&AZg_{K6pSX
z0;d)ebk_p=jJVhI`v5D7#$3;_B;vG0N_hwns$31MwxUEnJ+iMPNq!xUgbL0cL&$`@
z)YF1N=tS_DTiE+28k)%iGdC{(7&?@bwZgHV%c3WBSH!GZ%~mR%{4q8SHa0f34hH$P
zZ<Mh=ax>HVv8))!KRu5RsY6(v9#5OVuh^corDG%?u34&GdCmOBL)!~Wj~~l0%XJQk
zl{^jSJ=|$|W8rBGF3g6!m0Rw8<iWj0hK5H1gi3{5(ue*z>fIi3_@RlM?%#bfx96Tq
zORPO3G-$lgGczk`>_}D=X0x?D8;*P9&F3(c<?^mCC)S6aO1>$T`tOH7eT}w$!LaCL
z0gO!XcZI_TEuc#ec5IEFd=p41CJUFJbM}5IpRVx???mB_`{v)nVG5Ji#^(DpopI+G
zJIza!z=^J=nf1F{!USlt!46<sdfqc!pDgQb*4@ytWyE&;N)KmSck&)t0S5KM0>27#
zEz0Tub!Iv0SU$OjwbOhj?XViBn3`^f;%_I)pTR51{pNgjn^(?WUJ<L$9L3)|5waE`
zYLT2O+4`~l(~Udz;uMi)t!dDzc}#a?@Iooebo5vC%hysRKq!b4zaXj9f1RIWt!AyW
zZ#9Lm!c}iLR($Ly^M2hOpqEgYq!!=KGnFWjlA0TKOcayFtm!JA9i|m&)fsQ_Dr2iJ
znK?AIJ`MOJXCLxZDvAXLN$jPx1aZAQY0;i8PWG*H)D<)8tRc!5O&2UqSPX|5h`$KN
zk@rz<MaxXOYdo5Ix{+{H<;hqF)j5e(Q<hIr_oYgh#86wAkqn>W%++U+JNcyRo9DW7
zj+h?%Ca~v04x`Zh397E6zD=tOOLj}I$~0e7hjYTux-5C_SbSXo<Ij&-AIx4eydu2W
zrZ906L{;UDWH?i0Pg$?1{W_o9^G1*kQ|@a!ugM~1MV6uC`Ss*!bl+5`FkY=Ye1}xd
zQa&fSS6I5~0TaeKg#J;@sDa%Fp=t4%q>MpEx6#J%4h6T!6A}BTZiRXm?f0A4%(&#F
z&#0Ze5ct?717rOy=wWwinNZO04?_Fpk~d@A_*b88beZi4-*1;5G-Hva&8ZwE{-$F3
zw*5ta(c5YK?NB3JZb|Qs;!ikSpH){M?rW<ykTL5>>CTWn`7X}Z?b@Z=5vmC(SCVsF
z$kS578&0g;l}AUf)28Vx$y+X8S{J45)~vSjic@E{p6z@(O~c?Ll9?*IcPC+`B9%uz
z>dL95cC9DX`mF_q57b?#<8u8g+V5T1mLxDgBB&<U;~7H-f&*`<Ofzkae>A?tJhuF&
zg2eJdChpc=4VqnVezmnfe_r27?)VmTFW9(xPH^+u=B$9{xSmzl;qd33godh7g%}Q1
z%Aw|yJm2M+dE~CjQ7Q^BPU15d|CFEt>$4CTt}BP`x;?l5w$C08`AQRl5BJed4fmk(
z-RdVE2hti}vshC5z4N2Q3p;Ro>J3ocY-WHWBgBb;QzbDG5vg>hq4oK@)C8EU9pjEY
zzxi8XPCWWi$3o$g8#&>g3>;eq2|GFBZis$}j^Sq#xftepluk27MT9}5{DTI=$)9PC
za&0$0))~}8gF<?|A>4IqfS43!@51R?VLwG_5nId){gX%vhgx@0sJueB!fI?t=JEuK
z&OF1fJjOA_muByF2>1vsb?V>yGH$;(aPaB=Z3#wM0lGaK`aZ|x&jqQzj80Xy`%K8f
z7_n0TClfW@dtfWJsY1J0D4`@c<~5t?@IS_1g{R0G(`LF2{3UCa=UMHm(}y1WDt(cg
zIfM}o(ufBoXRX{`FVfU-?YJL%(NuHSa|6e(ZFiXjX-x<lD@{{MpTIC>$42dUHQHvH
zos+xG{#4@c-qLA0+otrQkj@9RTd%Cp)i>-v9Td2Wafw<DnT?KBH@~DS0Rp^Vnb(u#
z<KG9XlTv;Ti@<pk;{BN85ChMv8}ipQdQU3KKTH(9|GUCj@EonFeC(6#8M7#JYEHQ<
zVzi$Fbp=Hg8s>sXiCw1ztea#nX<}uQk7Zx?41NoR->=R@gE@w4zm^NGgg@Q;ab~$A
z<7wN>!<}o2qnNlR$+XFX!)6R1m(e+1@t&Y$m!kFVvrYfAR2jRZ8rk?|dQ+`~CYwr;
z#a9->!6AX&q$$j~SD5od)RT-zjky$yII=R$+l*hMeuIIN?^j9{mAX_us8foPmIWl@
z#y+aLtlC=?j|=SRGj{z(w(|H&T@zT~laTjXH0-Fsv_=+HT-K|&LT}2|PL%r{KpJH^
zRI7A+)VW{>MUOUMw2_o#$LB=p{T#*5ROHy(o5RFKLme-lnOW9bejjn<xMZZ*y0S3k
zfrMk{k`AxuVVX|E%IJNkFI?iDm;G1mm!W*Wj~yY7XRJl^;sIJ&!X5(le4WgVI82ad
zIG)nJ8ArOONfOv7?tIXI9ky?L)#;Z~vR_WuKG0;R>D{6C9L6=zwTQ*q3wPhmJ{Y!w
zB88r1j#pKSceGt4UG`J&B76LK-4r_|7EZYx#LBE|$3Ema=AB5-qwelc^5xi=rZxWh
zV#eT_nM$nh^%#i)1NX8*RNaqnF|fvJRhR0Cow*i%)hw~nQJy*qeK>sM8IRpsSMDEu
zKlonKv3OkX!_Xm>&K(YSxH&uXg)i(29M(!+%Y4nFe}_y#z@NC!r9LGv25&y&P^0ip
zye4l*!|$CXTjBU`!hR;w8Y~q7Y@D5{Ws^E0O;M7U*xj#ql%?lx*9|4|^k4;(SPIAH
z^J%2cM&Rp&mn7;0XsE9_lWq9r_sd*Up9q(HWDqTN(;(w))-ygvhw^g?^{Q!ow(u5u
z&pqR~5AFnVM53^<lo30XiRdb;TCgtFcA!WzdF|jC4_X~n!(<WaR$wtj2UUI3uig(a
zsi$j9NcYC7oZ4f^d$Qrz&OPrjq)gf(o@NY^)US|gI$T+p5+(V~$L7_WQ{qEZG*Xi1
z-rld9K&Bu05$COvLBfy(bruW-qkzr*q0HnL%f(nF&d%T0COa1YLU(9SevBRKj6n2u
z^MGd)zcZMHqTnz)q@1*qEgXO8eEg%l%vwewblH?@7aqDkRjJt>J1t1O;P@tp(YWBu
z?IKrolG*BZ_hWc1JK;TWj)E9ZonBG(7b===a|oOMYLwfX^(8Ioz?-sNnT4kapx&-B
z*{ek)&qa@vIpB*lQS(RdmTn5%gUWN}QKt#*z)L#nc*Ms^y>h5U@=;aD*2PVj%p4}2
zP^kI`^ZRKwM@bHNlk{$F5Bl<DzbvbLWNP&kzFdZdkfGdvocGvP&4{HZ$jQ@_It|)`
z<1~i=^SmNs0nh_K&d%19*GP~<E~UlRrjQRrM8s<1-D5GDytep(#vg?PSx2pkK>59F
zx5=Y=-rnD_nnPd^wM>m!>si<tZLWuF-hSNA3lm(AKux2vtyhDOg^;76K39xn=xwt`
zAQNLH2~H$;b_By8LwVnt#@PFaA!kZrwkRw!=lg{xUxL^QeLnvAC|(ZeW*}n@lm;xa
zY5_Bvon!0Q&sG9i;{EX<@YqO7m2UsUp3kIU-g|TVi32Z(bW8IRq7N2T>0iSj?PzwY
z%ZuzR^EsfMzSUd>Xr@@cbc$Kh3VX!1F8wz%(52_>3}n=MYbvq==~J#4mP*?8-Y{!9
z^$dJwyp$Uafpm@Z;FTFk0I_hj-F#!=w1brd?QpN@ccjuMnji`S;^VHtVJ=YyjK=4i
zij!@y3Oh{SDm}Io2AE!P1uyC9Y2ztqO+D8dhH~~D^958YJWhh*+uhfhO_zO79pYRC
zVB_3o_W#nL2Mid;sR&L$(?yHqSDmWCKruCxor<s+O?9ZO$Va`rI-e4&?0Z#|Qz>})
zQ`5TdKNV4u?EB4<FlQnNPl%NUpNGVkdC77Pksq#iyyE^NsZ`bm7AoR*c)FY5qdFbj
zAoiy#Ng3V(7dy)$@MXGmFkrgrIBN3Nc5v%|s#5_9gzmvF<$6kH5q<4Mr<pTnJ|kHD
zhwJoWOgu?WM~8_l9a<649uS>_&MOJ^_leNomtZH=&h5k)Z};Rwktd`m%Y|eSJRc?A
zOPt=cQpvzc>HyiJbPI38@<2BNUWq)2pChsMYBQi0J~kxX&y8PUiYS6|e-%gt`P;6{
z_76I;)b2kHTMbuy#-~!O>FK)cc^T|<A&pgBy^{xmdo;0>SM}n-od6*fh?(xEM4<HF
z0ti|tm^F}#fb~)$6JRX*84;`4kH$>0v=jeH!fOLxE<qmZ=6>*Yp{T27U}hWa%t}Id
z2^}eW_Skd<XFc035cD0;A|h`{oK+eHA)*@>tOCBk&Zl3v2MLJewt=>RpHXLPGjq{C
z3Ki;<w7&Q-<~de)4`G`Dlb!#P75{DRAN_Bj`TZi8wE=AK`}27;leoj1*WUnG!_r+G
zCf9}5P!fqY_gC7H0FTK{ud%vXPTh;(#=wO5ZvuFV90!PCBvKEYju4QdAvQ?!#y(u8
z@S0n{Iu1Uin{>4_;f^^)+c1~+2<Bo8Fc;?JTQW%)Eof+CNq8qHMJTvjR5EAj(4mbS
z{7$4bE2aNI0R|1&1%%Vmv3MMH9T5ByjmbxVo3%Bd*I3EICp>WCjDr%O$qso47ywW+
zFMk<f1p(u6qTS%{?>tl$2PF@XD<^}P{qy5I$2vt=42P!Lqe{wR7VlyrU_N7$a3TB%
z%IH^Xfm~UX|M(kqp2(f70oL@c$TzMCCbR(r$=7G*ph+fq)4(Ll1c5-KPwcpV`d=pn
zAStgE(9CVB7EO1jJ0i98Do&+~Q*9OTBn=ah+py*|6`a5AYbX9ZU(Tl=Att#5dyPd=
zBh<zHhHU_i(FZLR&%kk?XJUu60tg7C%d=Z4;Q+vJjf{g4M>z#!)9Byh9164@sd_cQ
zb6h}_qlk08le&?`U*B3w-@}|XnF4ush0L;(&>ZgZ{ajjNkIxD$YaoF+hd7Y|#;Aja
zecUG{pc6Jm{Jn#F4l_}z99(NnSj0&18BL^92QITxUc0|Zw}KYr+2hWLD|!vC-N$2o
z*1Qw|3ywWiK2i4gJ%MIY1^*H5`CJM%KL7JW|MTjQiqrp0hW~HY(U55boFC6YIzz2y
z-yGsIc#M>ubqj`;U{2S}9!pBEBntLSE=<qwmLyZp9G(DPw5B`uNldY1&9*(!`U(%B
z;C&aV)<}+YStBv-KUjd2^NpZi@NdfV1GFz#N?SQSrZ-h$DH?-=MG_Ih&)hMC?Z>_L
zeBuH(VOTQPI~7>+pbB(*7yRF8@&V2}cnKs*YWY3bjGKVAlk(=2xft?lQdr;%F2kDM
z(J#e3(42+c*LmPmnmfqAC{oHx^CF9Tf4m-sohlje_-yyv+(D3^o*Ju9wJ>IxN|xK0
zG*b~gc^%Zn`u5#8=!i&5)s%O;^IVt}(<1EgcU@%PyKNIVq5(3Pf?FD~x{wA4f#=AH
z<!4tXpH<)1?NP}U*nST|gD1-!v6KMa+v}nM3P*m>Tg(8=ZJ#xmxVV6wiFAlz11r7h
z4A1NLHvk)I(kh7}cOh+fKNY-fir7O4ZR7$keiqJnMWLgCeNx-{9}o;y?NaqUmplCp
z^eK?lD+>ivTyP^Fi5sL;F~2aEOSwo#T{jVlVX1d-5!H?%$L*9zM`k669*R}M-UI+_
zy{5FlVeialv+QC`-_QB6@V0ct&cCkaC5TT%Qd@aqb1>`_Xf#T!fXozcbTK;NF50{l
z12BAY`3<C4kUW1t<w83#GO>`VA3?@Li2%HKLi_-9k`9Jc@9M&FT9ge4GWZdxlZ+4q
zNJ@kP#Qg?7z9`&uHh|38Lui(vJ8%wJl{0V%pI08gs2#GmEfAa%$f)7BjiLwDDEaGx
zzOn8TjkU&oM8Z+Sz7n9RH$?0vK}Yp|vU!7vNHfbXhk4-GDkHxOuO;v{@c@YfZ`yxA
zJLggBeoDM&cIeNufF)cZBW5V-uDU?uN%>S3k&Pk@NU{|`?~tKks+`IpwR!pHSNFev
zp_3&a#jryGL9cdPeh;wT^9>01kOuB!(j6cOs0S~Nly4SO&P#Ca9`&H|6y3#K-KGXk
zybiy%<_^~Hl#sPWRq~S%dKFsLwwo(*n_ukyDvVpPP{QTa&LVFn_gDGRt7jm^@l;;g
z1g2HRZ^Zd*Frz!49MFp^Bx{7O10;NC?`tA(Zw*G+Dy1WfIXj7FFpn*;y#_0l&QAbL
z2Kv+~3kX{f=Csa!Yv*7fkYcx0)%$mQmO2!&L0hQb+HCxJ3vu$j{KB&rNYFskAR8Aj
z`d@T}qWhQ``*<oR|BPeCufIT_dOHq{vcUM8Py(k45@@v#zrRwwO5mca1$mHk1fNF|
zJDh)7AfibFEtiLG&v_L|&)Dze=OZA#3)uin@QNwRAawy8xZa1{m4@f<w(+qbJ9OcK
z2s*}l(YVwXh!p<Kwc2RWY5f9_OSYZt0bKXU^!nrvh!5YoYXM=yP6{y$iXC?~*vh4F
zX_us#<lbbVpK$FZA$>6l1dcJ^V><#_g6{POZ>wAbKy?h^j%FbRQ9`PJJKS0U?$CeM
zH7kYn)LbJ3^X&;>xOKS_2)$o<a5zW@xwT^^*nn&lk3R;%svrRz#Gj*l(i-pw6st$x
z;?c;56l{LuL1KbDQ8xw6xJOpv73<!&)PGjEen<FKByv)B3?lQg{x6^oQPtMzFU%aY
zTgf9?z1IbhL6k7?M_GesZnb%}trUbz6fq+JMw1|$n3q|=>gr5#{>acyRQ_6OrWbJ;
z-<Ex*jZ;{J`*98(q0P9m<IsC7zqLIiNSF2qTm`Nw8KTfWWa;Yysf8jEz0U2#w?Yy-
z_8tM|{=S(Era5gK;PoqZ-Qk41)IJdxo#&aIY%GzqiU-;<>EdJUMVL+`oWh;ptj;AH
z8Fwf|sfsXYY8e^J=a&3>6Y_Vy7+^7J*$baPk8NgBap%^4HqWUQI!`u!ur^=URC-WT
zBjNJ{fb3(?0RLzHbdP_Pp`*UU);Vdbx*EVAjiZG<Pw4!8{DIrS4q|-LE@#QuVoCSc
z{PZFsnD#!Rz-|(W<V`shK*8Lt@BJInzf}`wozagDAJ_{rrNMiLbw{yAA+UOO>{0gD
zkBg|JRVM_x?cvlUe3u#0qml2tK}!pCgIpeY-dc|6b!`IgzK(C6`@_l8&2R}jm{(77
z)dK}`9Cs}3-j;u`0z-rzmnMM}f91(DXBYej<|pb*=Q6`Pl9iL6`**TA;y=pjL_a-A
zAgR!v77~_E8S0zb9&9XbGD-~oP#m|1c^NC8l6!87g<hnBleU9LRyT=Bgp!n;NdG&M
ztY@Tf5sN{?V;4)Oam2s+T%73_TijdedX7mmSB}<&!lIb3dxf6U^n2w`53!D9^UqJt
zGM&2#m-^uh{o7)TbqWi82Sh3OXW4f|X(FD$mC?Ii?bE=-7XPvcQQ~&&E%E<wkY3>=
zjeJT&vcwVl4r2bGsp=f3X^PW}Ztxv<fGeLQxN+^J?I2z$ZQji+KSOG~$cIUTm(pw9
zyHiN+zem+UbU0BHdkY4kF=Cr|jl7JvQDKefgXeXYnTcZ;kWcyN2XR2PgE%v)s6a1b
zM5b}1%I&x8fI;x?^?Z2ZI3YMiCNo-d7G8ux>aq@F0$I=hGJa0bk?Q+(*DegFB!Nbr
zMCOv7hC#&Nsx{v)N@>#LA2==&K#!P{NMs6TLJH3qzNFL<A%Q^JG3AFEhn5H%JcfYf
zE{_}JUZW~zUJSGN%Mx?h5YU^_`{@n3optbW@BLBZIG$?(5AJx{xm3sz@5C%&%_Mfa
z4R(GfNOGlns>SbFJVB82r0f|{rfcHiAXs~F{{olkuG5Dcj*GO@&%VgH0EcZ2D6xsx
zq%ORxt%fc5+SQwkB1SAQ0^E?o5=;)d(+6~zf;4j>^Hm0}$IEP6=uFoEjW_21aOD(o
zAcC6AwVywr$iuP8#-W)@gmIem6#RkL*}Ibv#JLn3er6RIrI&O=#v21X9|I`!hPR<M
z(@-kB<raF=bu~wPL7ezOrl3<ItrVjCVh$WfBLE(AOn=RQxdU@eH&Q+{ON8<|)pTEE
z_(OVhtb*2+-m66f)!lvA+uA>5_wn2om`bbS<kxdtrZ|Ix4q9!d7-TFJ3Nj7YW;;;q
zSO7N{{OC;v&e$ZF33}<cc~<$9{Bzta^d_42usthZ`Lz^z2OXlwYKZ^*NjfH-(=Y?X
z`*~KQ$$G{L%vcOgL=Gf4z5wH={S@*P2c62Z?SY5FHIw1jjb9Ut?P800#P1r3+~!8y
zul#1<bKgjaNn*mCu5)z|p{VIwSTF9QOz-Pgfw^2se<DG^0TTP->fhjF?FbqOGIdAa
zX^AMnJM1>1l<e;yHZGq&#CeJ?0#Jr$3(sWDv+1t=ss(M@9eLbQuJEJT;s<3eahdwu
zaS;S#b~aisnTMXZ3vfu+fkRcy=bLq$vDe^nxf4Erp_fl-$>ipuf30Z`QNl=T*x%^m
z?qE)yD5$EiLzFw}I^0h9fHZq5+|I~_4Q_WZ0%}$h(lao5Ng*|G>W_e|ZN<bZ;s5$B
znwCt~ppT;LJznqeVH+y|#FUzArv$TMl?C6cs2|rQbn2%2h|ok-(1Vn#_?NfUu8WmO
zqwBz#Oo6&R@3jB>srN)o1djDX94gB{av<ZpBTNj}cgMwqZ^1fL(=*E~hd244-vZvG
z1?HqsKr)g8Q6B*zG7m+P!$!V3{k%S`OS?#1C~S4FJGjjbF#Q3jo3c|E+nTW#<xu)o
zBFlLsk6~73Ss+iag4yns6);i>Gi(&7LgZe7K~5e={Eo8+wb^2e6*LR<nUe3cfnDDM
z!bT$`tN-*4{k;+33H%lg%nK-<t92hd5K4Plkjt_6<ENCtfDWSS=huhn^F^27RlbGD
z;*$m-`fgE7FMp40JF&;>95QqR3dVcZu)#$!NBqJr8F`HkV%$^^8%CZh2&yp))ROY5
z96;*kahY2<U>_agxx#04zLMPJNS0&<6#Frt_Z^Z*Ui}RMb$s(JP%;{UEo2PN-TQ*+
zEyuYv3DNZTQf6a|OV6dNgo-V}8yJJo!KQx|^qR&HK@x1<D#{>=)`*FIfn{?0I|ePz
zufW-?`MokXXL;D|WgAd4eaC<ZZf_w9Q<EjaaJ?e7_<<|a-zvQ+NEm7%4nNA@qI_Vl
zPY2hTQ}T2viI1iMR^XSf_f2bSs~%zhnprLWzy$lQxaO$Sk<9P@q$h#vWtM+qhD-(W
z30q(N;tC2WmR+Yf%bBjg0`!jihH8JbNP%Vn^bIjaeemb<bZgEk9m%q3PhOOA20>`x
zHPsf;a1pkb_m;AM`dK)p|Ab*c#jqA=Kch$zMUY#X7R0OvMB?wjGB`1+u_KzijI;Wc
z9*8le5Go-!9^pG^F?D<xR}M`@$pwd<c1#$MX~|C9du&oYFHKLHw(61$ecNSas9^83
zx7>S@P@q)ZF|$8napLh9ytygs_sE75%26xwY*%FV)AD+dNI{#pG1&9GK%3E7@J{&(
zvj`<<uLtbQ)1Bd(3QXhvg9gJLgTSYB0-YXrh0LcnbhuvjCA$=12E#o0c1j(CP5Jk(
z5LJw0@AH}u{=H0pV1AWLI>8}wqx9r0;l&|ghKNR{Q&%_uFt=$bp-wtM_uqfSwnw=S
z<s<wlF82>fMQhm`(-V1HA);)UX#ti~<Bi<PWtbi*sSh7D@24~w2;D5a79Ouqcj5gc
z(ezXx5Y{ZA$7{kZ<dA%~4LMjM0m41tAIhif*b(c?e)7Fb40&3qD22u`o}UhrBAz>F
zfq#kfd|Oo@^*UB7R{#U5EUCr*UEp<Yz0wl8(fAf$ih_d~r!N67VsQ@#udm=lauc7n
z&vXK3vkq$f1tR$4u{ThWd*SEUg-cJps{552(x~-aFW#xZ40dkn4&pM^jm+Og->bQ;
zr{Q!{wQIErh3PU%T_T(@h#gxZ&3X*bT@==e%4Ik|Qm&V*HSeP|8H&;d5i|=c4^@i{
zE+>>Hw2N@w(*zEo*Yc;H#Y#93E9PVlwsFF-DQfRrjB~{6zdbPWfa@O+ok3N^0cmF3
z&&OiY+E;(=H!e3}u7dpLxsYR9uQqHl!sU}|@#JNVX!<D}+N()pdke%hq*om{ne?Y%
zE_M%#TS1Dv0HV(<W7vfoV&P;wH*q9glu~uiXWD=z0?ctoq<gxdqIpu8T|!(wd)=p7
z^!g|$F3dE&iTMG1?~vW6t0qnm#E%~1U166e$^T%>^uZuWrU{tlH=jU8>jh4WXS(7z
zuZA)qD(X*29UEn8`U+<>4qk?3`%fAr|6~Ud|N0cCFgI$j`<aLT<6R44)32XOUR1@=
z|ImP=;B|vv*Dlxk=eH~WfmxgHnjSCAWm<e{zgBV_s*igC=j)*Ux5lt<aQ6FzasUb9
zCy*AZ60{57isYsZ0M}y@TM{Ca_W7XUB$w&ThxyQlvAA!hr)ZqTD&XuNGtrlJ2FmvJ
z4U{<FNel!%k9Y9!v+Jh3KVTo$9XTxIe5(z%wF~?<{&!fLz@1zf3d3KuVnrQ0h-|k*
z1u^n7P9saI>=>Z0R03rB;GrSdNIzXmaY+I?*FuubtIZJD0s?@C*QZ#ARG-HAIgU@k
zCi@6!ct#+9^sk`8O0TyI4w7CPr5!f=D6enpI!ZD|q!+My?D-h>cf-zm!~;4d((iUm
z6r*-T!%svcYz9cU?lFDsV@!YGc0XZ?j=}clb=k1j3%2)W1f}vO!;5(fYF)*?9BDmU
zT&8J+kPo?B+hJ}7eLR<`Qco$=9lX2r6wTq;%65)}D$v)L+8hC`c0gx4-$#~zdoA-x
z5g<9$Lx9aSF|3Jr!S27yz^lAc2mj$G{8B?DkXG!$i1XaRk1p<<9mIQ8Li@}*h)foT
z`gtNuI*1w~{VLe!5$~QRT}ZD~0TS)REu?Y22LuEuqZIW~XlM*?^Ax}+){)l~Wo@6E
zQ`F&j9D$Bt&HbC|a0q?v-V~^ykY6ABDnKt{zj$K_pww|}(Jr|^{-$am8XL06Ex)jk
zr8mF2_hVOLH2}(cps`ibt#Ynl|1kRo6rK3EO)a+uhh>o@@F&SLDj(<v`^aBGCCca9
zZa!()=4#YT2d!GjdIm=H7}{G*NYb`k#_07|fOJ<PwH8p({ql3u{sWVsU!VL>Bo8h|
zSzr714WE+gq+A7B*=YKyo@`iBv2Ka?N+jd&5xd@rQWWl8d}1IN0YXvzhwgLMBIJKv
zJHwt)kZ<!u<S_(%Mndr8a_OSRdlpKdWT9KTsRU>9BU3~5VMN%tM7sh3o=f6xr7EO!
zSQBhZ3Dr!mH96+7cNBW4E|3CVslCWIbHjzEgi1XRrLaq39xl!hLHLBpj)<M{uQJ)w
zEN=fvd+T#ImX)vmt)_IVyWLpTa~UhoH}PwOhR2X=_6x7+5u3Qn%Jmdo4tK$n=SFr%
zzV8|Z$8}HSCBOKsHm(@J)5AY5ECP+dgN}i%0@dUe(r)x7mq36!6mSV1Eu);={(rT1
zoo`L%OB7-#0Z|N1EQm-8(n~~oDAHm`Oi)3ZVFdz@Af2W6C8(=NF+@?yCR9Z>u-8RJ
zN^lj7C;^d(q9`gLC@e(~*E{d^)BPWok35hv@2|``Gv`b-TrY)Xq2bBG@6Vw1EHZpz
zx4g8oi-X2%u%|!MU_ElK<0IIox~z<Y^eZ7_TGq=<hQi`!lA^&S{^>UJupp!|h;)c^
ziv!vN-a^_Dv%Mrf@si<Rr9n>)oahzZN{mW$tt1XG-n3qM4xza`0C!2e1hGwX6;QHu
z%Wzx75uNLCEpsp%^c5W$jNAn9gj8VAcM*7|r=_{)9}8n(Z1CotRzpn1^6ReqVZF`p
z7hv_>dXHo{m%vBsteUOp>^In+mQ}U4HunaBL@UxM2}W1@+i8{Yo#{Hpz4bTak{r4h
zK<XF05iVajoutKDJ~Nf}APY#jF-*NmKvEYFZy(!#2KiN^QqnaXm)7pUqkwY-`)@DL
zT5KT2a2||R%kdxzdw*_S1p4plq-!7c07NVt5l2BnDUDisk*T(kQ+^fcSx%!!P0BAy
z>{2{Bq!K{>(<(Qm4PQEdRS^~Q`t%xa&bO|91B$?ysWSV9V&cl&gOM49?2s;{mQ*RY
zYCrDpTCJ))3U(%8A~U6eUxGS8Iz7O==0KFNA0eK`+e*<J&Kn`(h9&TJu1GF^Oc{=x
z-BtXm=v0wCma)oXtP=X81axK%x&l20BH}mvVsv?KP1$X=jP>Y5X6q(&SlLtwl@zTd
zd;R7_p&u>_n)~)YQIy_}AqkYjwcUASQ*Xs1y=!cnY}tHSCT?jS6lcEgA5|a%<=7N<
zHQuDet*l=DBj^>jF3FdF+H6v~dPGbN0<jgfq(l{kDqemk#QJnFf@8=*6wm0cityv>
zjg8lGbNQF}IUa^@jV?0&JXktn5y9)0+55I#I=6UEYREQgl^zcI<fkA)^m`8Ob`P1q
zvgsb#h<>1tiL<?-8@Tw@fyK!8{3elr4B$kxd+i!761plU*mt06TX+m#%#tCZJT)lv
zy>}&9A@!QAn&tqSUb7>{MUYiownrTFzLtlyYi8zX5io{=++js(@-j%#bS=$Fjkq))
z`<rjA3NK5gx!HV&<9e=n!Ga}mHs(yzN*=3kZM(xdd`DdrrvNwGR&>6oU@(T_zYMno
z``4C!&DH>zvP<qz3UBhMvv_*62a}yDJab`rXvk)A3HWf99i-uT#{!BaP@X9F6fR13
z4|kF1-|-<4Thv~;f_QQ(c-ffj%P*@lzr^MAI3D@pmdj8j^~bDsQ+RIdgM<3y^gCL!
z{ew-1L8KAu-K|u^4}t>qSWK<uP^)h5&?f7TuR=E0m^15w-cflBc2!Tc4s7x(I9o?C
z6i%Dm#2VE8=-`mIe~CMao%O!JP}XK`VWJrRr~@hC*>BeJ?zv~P1{XrB((L1zID=R@
zRa3r!Ek5dHYSC+t0)(@Vd_duTJAw5UWvU$=>>V1ar^e<5c^e-#J9Tss6169099O`B
zy=WOGZq`L+*>Upfgq|{USp>IKkHtuSsG!jK1iZB1pRk-imNh1g{vO6hs&m5wx_7*P
zNJ|6Wi5F3GC#0jKmQLgy_e~e-SD=~877XDXeGe1P*?-uW(}S%owz@4<P8%pIyEx5u
z@K_f1r+nEYF3l%Z;!QYIKP<)fo@{K~UHp4*ETQ`V*XY!24YO|=OBKaklN+_NJ^H-m
z=NDV*v}^?zB<LQ!F7YMy#)0t86Eh{Rz=CfU|6-&Syc^on4vBbNA+zhHzCo9VB_gnm
z?CB_zsZpj{&$bp{vN%1MeY?)fV0T1_-03TT6_UA&(&Ey;u`<ijTgPhHuI$mru5IjU
z(~4xFN(a%C2z<(!h8e3B+|;w%WotAi_wD`OW;o-Mq!CI+MS^VVA;t#5qp)#Gkm#9y
zOV!LFL(n~s4diTd#Ttvg>^zD~;UW`u!M!-9c890`yGz!I*W*7t?y8U(dbt<F>ZBbe
z1lQf*^yyrN)|6oq?H@>qke1^1(QYVo^w@F_u3+``+Uv(3#95IO^&2*oreDn16?`(D
z3qGI6gt!CDn3F%98wCHvKm2x+E1VyW=O|BF`g{V?V`*RJ7a-rr=tZrj@|ty{*W{gw
zVNFK%CsWIY$1?q|M$^z#o(Y84mtr9smhkE2i{UcifQ2>Z>vMD2n&7W%*_)Rm8BC(*
z33i^4X*sK7^`SC{m=YU@4jhQ!diLj8?X2srz(!yLtj^X7WAaid@k?;Vj}I5i;5+sv
z2t<gGGctigttFl2Zz<7!O!N}?Nw}D5u{7y%dX#EPTN`-hZ#&XS<;F;eQk3+i!i(Gc
z%<ne?ZT2T#l)_QS!49!UW#?W{O~^_zw$pVrW3FapSRX4NT|%uw4uOeMA`fG)PM>vu
z$gIe{#P?1+IALRXsxnn+;_&$V?+E48SgsQZE4v6C*FXxaGfkU!Y0=+fvM0J)c+%8h
zr-w7z47XOkyn&(5+%rtQz&Lj{z097<@liC0t-qZW?!`!O<;9s|&=`UNlkqc=r*6Og
zIp<asS;G-U%m^$o^0JxFJ@%5eOOIY}rx~u9Ny8F2a&a1mcn8`rzD)b2<`bUfB0W;6
z4_Q#xsp;GHY45X-&0Cck>6?hb5#N1{w{wa!u`YTFRaga6%x*!4yQPPiyZQ8r9=~48
zNkEs3K7B6a^G{YK>J(*Z3#R3_fN$ZFxVjbZ@ryLGLSJs_)DV}nk^V#h*t3BWwcTRk
z(j`O(9-%A$cv{zpelR)aFBiKyj-jC8gOx&sTa&=tsb=~W`%VJ`tAcfGZ+GENzoJ}m
z(>Fa+&BkpK)G_b}=ii++h*z)TjA{t*Q++$yFop3?cQ}kGrrgN7TXM6P)-mLLzO}A$
zVcUa@((~s7fB!`-Syv~uXW8Ye3w(<CeBi3(-L{GgCeS0biquNe<8yCFj?!Vx$G|K7
z@;(u{S=F)02Em4}J(}e+#n2ww=kH={`_iad*8H3R?EP^gPTyMc#T!2m-QGKJ0?O-_
zXU=s9r}mXEt1%K}a)1W1I#sFVQEu2A1<oeV48sC7A;T=H43iXxXKjcQMHL5<4|zAn
zYspDw(J^mTW`>j;yYkoRS8M$(0U@2b9VUnTr7}u1Q!NZO9S)TVX`riKCfwGkblQle
znO5X)G;CP5yOArI$?^!JpOQt%-^Ys&|9;4y(`n9=FHygbSFJX3eg#0_`XBa%)YQC!
z;qNO2^=oFoNl8NlPVBDKxJWoz$Cl9VH&w6TW@m;}-8;AI6P;q)vR=4YFKwJfQ0HP<
zihkK*ND;x8yB~mTtT8QC?{21ci8{Hs6Wp)-vj#h9oh9EACNsPsV4)ACe*~;j<|#~@
ziWz83UOKq%1uZ7fh82m@dsN>T!6lYYpu8s&N?kkqya2AI-#Y_K!lCjf)T+{xVdmW9
z)6)$_7b+&YoUzh|{$;VySvwO0elAzs0)_8@0z0Xyr3P_{N5_p<%w3QruDqUN%Wp)9
zi|-^qmJnu5Erx=hkGP@&M4MQtDv4xJKQJi%csF{)1rE6;s1D6_(>J1^G8)%5sH(?_
z29g`4eE`C~^|+ZL8koUDn1@i?Lh87FE)h$RitkGFmF+haH<*NrOH;}r@$*!uh0)1J
zhE+)#uEgG+a*8^9i=j)MKtDww1On2BHZlS{ukY;Q;X6`Q8;t&k(@4$;#reLOG|Q-O
z2KFL=e_mT>3zgBQ-2%^~UdK3XEl#J-4p5R`Q@i2Y8$Fw1uL8Tvy+SD4Fyx<t9MRxp
z_HL3K_TY#k(jYZpdZn=US60K;WXXIn^zMt?RWY#*`tHsInmTz~7O-a41f`EvGRaR=
z7(k%-aTZ^J^(!?3rcW_8%+p*jVax6l`@bLsxEC$|3F^uYPe)FE=mzwr1oG@G>3TC!
zV)IT=+`*Cw2mF;x!O9^jxO09G6Sm)LWscFa|F92)t#2VT4p~%7+Lfa+%mx_A@${CF
zm784_kOkIT+JG9+86Q29RKV(UtHvn6?z7K=nz;x{oxx@y4^MeItpR{8pW1BGy9Lh}
z<Qt4md!@BLNCneXQZzq3KcBT=7L|nT2iR$u4vv78u@|JrU~3{#cj)v&72xdu&L2V6
z9`YMaglFE(?3DZQ4`S$bAUXbh2_$&`#^V3i#pevy@!;p4Zn8#V@Z;`6a=z{ul>J{Q
CeK$k^

literal 0
HcmV?d00001

diff --git a/assets/cx_cache.jpeg b/assets/cx_cache.jpeg
new file mode 100644
index 0000000000000000000000000000000000000000..7f302b29c662d3fd7bcc4eecd49cd18efd0b1d26
GIT binary patch
literal 318965
zcmeFZWmuJ4*ES4GP*4#N5kyju5b2NxMWsPOI+gBPfHa6ADk>t~NQrdIB2A>bQ;|+d
zN#Aj~1@(TPeLu(d^E;0B$Iae1n{};g&N<>7=QziFa7|H);4sBuEG#Sn8R^T)SXhUQ
zv9R!l@eaaoRyVE+U}4c>$y~m8<F?-HplQg74_iNW9?@QBm<Xhmsm3~kcO2((Fzt1R
z<FywZ6oa2J+@TGI|Kwv7bcN{6cif8(!OX$W*Gs2=%#^y^43CYB?Tw6c?G|*mb1BQn
z&>Iw++>zHM9o^m8`hib?jYA}X^<RHfv!b~0j4Qs#rs2{0V4?oo4<BOMkg<#Z%k$vd
z%9$mYXRhdAuKxFLhX0CZ?0WEjdqFI0j>ANCZp7i)#Q*D8U($^GuZ#WpLe-B@ck}h$
zr&#{4d*gF0%=CX<1JU9Oti((*`zeb5^{Zj~PW`WI_<!5?Z(IKVw(oz~ng3^f|Ki5~
z|8U;wv%Wm0O#!P;n=9ta!(CNBcGlzNJneH`aFtVJ&z|Bj2|0R-`|idC?P9B;3eF1p
ze-F_T<k*)qsqt`#>|_lVhAQ%Jf4kLNWErkf;~4bg@YlLfIg74L7E)HVmEnur-2bv?
zU|%R{pKJU+HjFA4t52h%FWB<moPFbWsG?QWbMu;ndW(fXhCY|!$Cc00uX+DHS@^O^
zFrV&O5AUTLDfY<@h~+kZxV<qEueADYb0#O+;dPgKs(fUFcg^F|-E%YcFHCU@Lkhz}
zy_ROGeGfRS&ku5v$wl#|^IG*>6Wd;tY(92p=)Yu%YCNL4C0bgaY86y{I7c`!{Z*0G
zWvwC$nYq5AvvOhQU-sS@8E=fvxBGl)*=ejUl(XQaO4<|jY)@+{k73WhC%o@D5Z8YU
zoxbYtqlANYnhiX~L)onuMC*%xYn9cwE=24U3EAosAJV2c5!W_*UzZ_Qse=R*40*Rc
zEHz!3BK_BF;7fagHiY19bW;d%fb>Yal6WYeWtV`LZh{2%DIxUBWSQp&3$ad;3)m%O
zY8BOSz1!Ycjy4F}qOQIWn@;y{=YKf^E77XZ!I2ARTV0~Q%m40OfrA>wR+^`{jqq3*
zch<vP(MHdil)}v0Qw29WB-Fga_^q{`>fLYp_l?E7ihZfqpnRs`lrIwwuSYbWW!Pw%
z(@a-rQ>^gl2_uwTI6EI}QkGh>H1R26XR9C<PThYuD-jOB1g<J>m#fuK!p^fnHiH<!
zj{}L4hs=9&6SKyv4Mdp|nkCZ|V=1ZlZHIJL9{K+lEHZzDs19RW6N%TOH&PeM+V=7~
zeW}Mrex%$~TZ(bV%j?DQWF!GmK4Dy4o$YGvo%tAxu>blve0bc%M@>AOyAoi0##?K1
zChY0TDZ!<V6SDb6wWwP*@@Fhin3_dcxdIa=Co`<X>+?Ob7hNo-|L%}P$pAAhx{XHi
zqn5`TpW~A-3eckYzV_Qz5gbKb9r^O%k#dfnXsPpD)JCOFsROrJ3oZKJ4@07w0NndR
zivX^#1kp?7l!x0p>%%7J8l(80cV%fGdRrLbcL*1Dj?$#+b0m+cY_?9R$ZcHArT-yg
z{DVMf1ps~djf(Ne;k?B=ubF@O>QicKuP}C9A<YUmzDsy_SzD5%2zv|7pKlDhFH|t?
zY^_Tj{#TpE#?b+zb|MaZM~sK#8^vc?H`Sijctgl#{ybO=!CiB%LmYUNLTKqIe(UK;
z*WK-nU_MJV4xI<={|@T#bin?qD@q!U`r6^DWoez2ynl?ZN-j>M)T$@<;;r`qz9&({
zhtbm=GS0I-H@)<WEL2-N3wZzC28rzSe6Dr5vOc*?ON%qznZZ=^go?+}yuUb$*Sw8^
zcKicFIn&}hLUHK~wJb_9@SaE(cLmA6cJPJd2)JWvUpwqE<&U9KM<yZmM!uL6x4|43
zB>j&Da~WQ(sbW!1wp+3~w*S#Pk`Pk`=6MP(SL0dr7dPhBeS>ItA;W0&!=wAhP|pq*
z+6-!~%@0~WX*a0SEpvVr_YV87xa3oYisrWthG_O_q3Q=aA+?BI$?2x$M2R~%_+MAM
z^~nY=O+CIawD@OK9-#sI+qI`5$3?ZCS)59XuY+T0D1sl16osusc2^B1nqu4X45b{+
z!p>_Ny}5(i6!Vem@2{0Zv8rVTeRxDBd`_ek&3$Mqt2!g6(&BAzTZ-J)9Qi5oy%aEF
z4c2LUq+J~4#jrT!zEE3a+1(Ie(iFq8u{5@v)XH_jn~Yhn{PjSkXa7;hrWnCsQFmu=
z8t&2kJwi-B8gEkAKRd9(?(<s}dPO*Bqq>mVkdH-`!3;9Do=4)=aB}EkjAZ5R?`}@S
zd&fm>%W+f~z3qh%aOlv{g3Eg+bqV}=Nr0A!0d?pYrCnyA!gI#QnYv~C(k4y3qGwwQ
zOqF_H+b2yau18pRynL31Nu~MIX7H4K?-SC<R(b6h)rYa&#6j1`_7z!1a}XGtuaSJ8
z$*D5>{PrHBm3Mw;x=PLU$F*KOhVS=w&Bq<~e7@BFB&wL?`}T6P@%%uk$-riM2eqhM
zkIk{8JtZiLuQN1qg=5X}`l*Vs)BV`?PJe!RZc+8d@<fX5aODzwlhAk~&6(o2J+JLY
z``o;a?*70>yq+<pGe_8EUO;2Wb%N>?uUXLhhonc&?LCE-8S(2c{5&!^mseC?GAYJz
zo*1op8h-1;!#8()<WLuE27&-u2sVM67bVL_wxx&(kpJb^*L>r>cYAU2$vE`TJ{~Kr
zQf>Lhaz3aV5+(0W@mYlYOiGeF)j0<XC_c9DMJ!(lGDvDG!VTL*M9-3>p33fQu0Fm3
z=4k|0_L_DiOacs;fq~(DOn-&DOS)QCl=hC@@jdfFvKmfKHAJ!$mxZCF@81j$UCPm`
zNOoJDe)H(~WuABu*L?YC{zk6RLi6^z+?($h)U$OiCRgA16+LLlabeNlvUw&FNLrK<
zk5LJAG?YP59XG!3?<0&_o@fqlO_GXMVO4#_;JLYCpLV+G;-0m@3Vdlv1>Dy%c`Z7m
zZHCItaaR1^ZB}ZP-~L8Rir-{DBUX_3gZ~+isbVC=EW2Brdxaw&1q7&s(oT8a2;7g4
zPct1kd7cv|OS>e@q%jJY=aA#mJJnEykBvSR=NJ82`&=qjDW3Y?kicKa;EqB9gtdH^
z1wEcQ`AF{C#n11q91zr6#GmcSlZ5a&tHHJN<`9i^iOt|0!aJvar5lMBz&r;VvrJyR
zIp0$0>Avy#KF!fLrtzMP5F(D692=*`^|kEImWkvxmM8r7<->F9{^Bc%7Zk7jxoCsq
z5kgKD5robbr}{4p-KLMgi<lunfz3aslk^wxdbM>_JyV02Y2UDDVUG_i6?3!Tygh6d
z*$Y@JnkHK#?-I9310FHT=12&Kz8*XHXOn*UZLa3${lPH-zjL_6BHrv!MSteQLM<?a
zWPl-W4pht2pCAYO&D1Gv+ZMAKc%2$(521)?KPI3QA#RS?u#jA$&8+UsP*1sZ@9_Bj
zZ=*Hg5F{_&l?cIEdCEjbN0<5(K%ex3<7Z!V&@la(ktGa{Y;P@8DOY)UmfrsMBJyRW
zB%nCPT&Bj^n3J~`M|?Xn)Rmr437a&z&J}eVwI$0a#y9)!d$TUM(wsvYITOm}@b>r7
zr!VNDio^B2dOf~`_)FYCzT9!5iBETOH(w!&_kpZS%%k56#zJAU6Jf0E0Y4ZGmAeLW
z8`ojQ^R+u(8A*%x3I;qXtayskz{f0<kz&sah@>HU_@XaF9zlJ^JFivv=^OsnbE>bT
zf9&qqU!s*oX{pK9%bBxk7iS)&77>u$vFG0V<WK*}u8tLUxm?mw>NFD;nLJM;+jH{u
zy6`!kt)+U7F$mk-x?qG%4ZH8IPlY?~r(JI#bymZL-v|&b2K!WYG{gwDuMA<FEX}(z
zBg3;Vm%KTXkddQZXm&GoYdRyR4j$oWJl#O@XT;Ds(PE*{B`o=bQV>Za>}%DZ-<+`<
z{Yc=tKIk$AE?`pk&Y$2pL>=7vl}M&vFOB01h?Qu-D3yEw1py-rESLOlwr-hhtdP^4
z(|3ENG)KIDY{mC3NJZ~nAB(oFeBcm|{tN#4GA%-+D3D!)TyEk30q6Ppu($XkV_l#K
zBj?SxI5ov`Ips?aCl586?;WW`0^&Gzu}0K*muWfeMkF+=yec-bc1tRW+T%{PC~Jjt
z=!Z2#@@x?__ZFCrZLZD)U$E7yI`#b6SNQD{@#JK=aK$h-?Q!){L(aX2B8Lvy7Kt)o
zo6&C|YsrLh=+Dy}Fg)SKY6qZ{b1bVS@D%-(M<-YNzj1T!xl}bNWKH!#fs@#$52I(g
z6c8M9H9NzEWrt*q5pgYkn*nCXVL?|PQ^)`)@o)<-l7Aky+~%pR6eB>#XVDQ9C+fb5
zmRHi-h8(4wDt~Hu^!)>pdVhk`+ZG;25B_;d+mZ=T6gli}yYfWL50=SgX%%f78U()0
z!G))fF+1wMw!0~nyU^`tVz;+29}+M~MOu42l=Dfm_SDCd)Cqlsvr37V?#+r&<pg?8
zccg<^pCI`Jz;l4L+pee`{5sMze48tzbL6%3voj{Ld4@G%;H;%WqEDp$3_e(7E$i1j
zX*$Cg6(}^zoUMJDBc@zsY0*xMb1Lz%U}f&F+&A}Qv<D+p4?J${ff6ftyfy<GXu@mO
zm~~Sqyk1Pa<;T>O412LwxUchjbDH%Prt1fK{DL-BM~z9P>!k+ET$(kkhbwize0)4Z
zW^)wv_r6H1AB??V8+R%&JE$`>pBE>F)T}o@WwyVhnQ|yYodYU?hXrX4lzYxLQUbf;
z<!(t%j*2602@Tt1QL)B&Kb;?yJi=;lFCVH-5`w&)#JQmg?Y<J*g_1<8-hAURuu*@D
zL5x%Ic};F_1H+?xd;HUQm{5S1!k|8jYBiJC>e9B|sQpClPlYqy5J_)X^Mp^5?fQ$m
zf#h6okG(Sq-1}rT4+Laa2_if@Y~j24HBV{6SEkzKVg&5J!gf5rk*+LL7s5j2G7dIr
z;@x@rf{ipdD8tRScRvsD=@Mtw0IXATm}p{4S4lgzE-<&yEdGPn{q$I4ba#kLS7`oq
z0%IC64>PgajOCV@8K*e!-Ho)53GVs3-)d-<1{|9sXPBges<-pbIF2_wF~m1Mu<b3M
zdjEF-l)ySNxuxcJkf7n{>W(!)ZEO+k)NulAPpRDzKSKF#jCB*_`$l2jeUdu201EEd
z1!_a7YJ6;OHhqtoF1A+ES2Nu?;qhLZGDrz<;LtH%?DTBRK<-Vy_kpKWimm$@ADv_i
zp6xBD&#BtAkma&Gl?2u=Wa7QGW(}VAh(RIh27>j$B9Oc$4JBsWIeYZ?#hWUdF98%G
zh#i50n%`U(M=lm{7hO-fs`ygOGr;TN`ebX8GE^0%cAxJ++PL~kHN#{ry{ND1$1dxE
zgGYlHWP+uk+L!;7IaZFYykI-TJC>3)zL0o+?9rf`ya4`hEAvetiV$>6_1G8-H_2Y8
z+{!*mCB(}--pC-zx(KPe?isz5eA>JFgy8`3-PTYm`_<}Y*b*yVKSx2F7upi*GMx!3
z(Um92&fQ?f+$Wk}-QAd=5kyZ0txUGQn^n+CS3b+4o*jdKlP|NQ?J`9K5<$d%Y&$+6
zWewAGeML6`q1bqF<c)ITCEWHB>WnvY@O2E9U76#i6m7s5L?{_qzRpmPR3Xsi%O%+1
z?k=)a2h)AjpP1=&rv$KAsz~9%ioUhkUV8EEML+ap%Nvgz#}2Z(3&S2N7^j(W&b+lJ
zouNe(vs#VulD&rrsUuv?+Lg{P^cB@}#IYRo{cRjrs9n0nRw<fVj;ifj2T3*u8^y2I
zFwdUhghFfsIHE>7R`qPFb2_bi_!3(fYW}{Bc`j$17@`)emUE<hZYyRis;@#wOs@>n
zIZbzPrQE$waN6XOW`=n{I;#R-q370I36*&FqN-$1jG$wbYHA;Ep>Fx@yiCo4t9rLT
z<1X{W&OkBuZZ;_cyXfE>ifxMsGd=>x)lG^7e?8xs%sU5j0XBtJdTvF9=J)YRbmdKN
z7b?UGsRDO(X7j-}kBuckOqXiKrh|FfHMM$<a2A!14RrQj-kYfM?A!FuV*46)meCCi
z+We4zrT1Cc5Ijm8os-|80!)#4&NyBUkTz=FeIErFm_kwz9v1!h1j4V@aSb^f%l02#
zr0KgIS|v7Y?(6fRP*LCOJ)q`i#3ruu+U_&w*2l?n3cAMN;X09Go*2V(PpL(@Gt7&o
zWcz@1h}bb-eO}aezli2>_Tu)JM;vd7%uX5ayw562oQ0xZAtCc@q|<ORAd+a$TaqOR
zjkO}M<9C-&ac3t*E<72QS$x>IIYy8kO3%tjJq&uv2&`gvMVjm6ULr#x`(mQc&-mHr
z@bwcNK;gyDX0Hneaffb?611*+S|e1V`-%N}0lN&EI(@56TsAl{Ct668Fvo91hfNi!
z*$BB}x(OdKhr|Nigs&zU&fwK$Kn-zdEv0kETrPz9=2`#*X*K3Drx`Vsw%3{kCNH{=
z4rX2}hB(Q1!zs<Y=hfDS>B>AziFLe~C*|2-r{=zV<NCUKj;ixQIW3J(5;Ny#GThg-
zyp8ZH$g+i<WBmR!OJDk2hcQ`|2h!1ASgIvY6X`~>B_=(Mi%_b-Sq#oST;4axcreJ#
z?US5XIOVJfTc0dyb*w3_S};#3vAwvaCbu(vB%J4LINu5c|CAHV*CgE5X3f`vsDzy}
zdy_g38)xO$VAd_6#(7Jmk(im?kfmQ$*)O8?P{U7i@ZE*0f#fDXv{%KPXCpdZsn%!4
z4OV)V89vpn2%?hIjMayT7uXJn?i^$c=l(#FeJ}^-L7R)SqH6^us);h@o_u?%!U4-W
z4UAg2D+ij@RyhWTKJ{@kYaM#?VSgQjP%XRR1=|oUs$&z-157dWPdjV6wK_AQF8P=_
zq%)k|bEAzk6{3^3MZ-ih&=$)2Zc}HMgLB?YxD0zvFgtA<F_*co+n5hmRv0zM4SqX>
z%4mP-pRYwB2rTK7;18IREH8>}h?+cGSsx#eNIfKFHDOQ7kX`;-I~ws6R<!eVE8(JF
z10~wFS4n)QBL`x|Ux!jjV%D7<izMWu62n)Df{6*RU2shrBIrn%6nWET?#GI6d?j%y
z`y#SukJS^9qQ$Ckk78jj9G={L1%Av&hM(h+?UF<7x<Gs{zdKv^InW06fDDYczkgeT
zlq)FIUZE}ZgpviE;=)$F1!n~F^)t&;z2Co$Mvr1#7HlqQdAhPHCkNo$6^ZY3Yl&Jq
zy*wLSR326q|D|hYpv*<-oLc52`RG8YV<QbMnlydhS0(8xfuPs+Yme=3HBVGi-4-8^
zFkMz(7;lR0&zvoaB0V$XirMUrk7|;eNK;U6SgLjL#s~-E{>~fN!-pr`TSHmZ8)#P!
z!~&PQIOp>klZ9K@7ee~}<av!2;+8%)<)hTUK5<74>LoK<Q4+$F*lcs!5axMw3C_FB
z^^K{kl)RN46z4}TzVhpkaO^8IPaUugJ*V0*#05)!28BZ%QauVfd<_C15uLmG_TCZ3
z?;e2P8`JV#W_#!`>*-<i>{^8{Pq6D~z&Fz-U46`rogH?H{l?26SRM`INM~p<W?F4s
zR+Xb7wLn3#7XWm0-t;RCYoI@QhG%H#R@|VA!R5YbQPmiIAsk5>ySrPq2oGU~wPnPd
zF;<Dz*-Uq^OerWB{kCRLp?4p0QvKw)aU?5l1+P5)(^2_}@OF07`%5OvP80aP#DfU`
z@y1RYl#kq+B{sS@FrzyA#*l^>!`Q?Zyvt7|Qe;EFE{)ZX-$IBjB&j#wi?<K0+TE<r
zEbjPb2Gwsg{tYKWwZW&I78s^^$Q559YmQ3+of(c~0*Ouwh_fN~qaPy$r>WC0Zagx<
z3?}itQctNPE6{wooyE|1S+4Daa2JK8>SsV;#V6spP_d4L(O_0}_HYm0kj~DM%{wn0
zTU0A|H)k~Vv;Y)GXAT<=PIOsd&ZxgLij{kN7hfSlGfk1oyd}YxKBO~9^S}_q<A?Lt
zGcIBde$Yx~ab5b#{<vQIP{y+`-LBNJJRak^uUT@f9D6_&DVBPqN1!NjxzW~Yt&QF~
zNrAdf+OqDP^&$ma!umLeUinMs+KoL#34IPcW6!ruSBL}jum|N<@6&j3l678dv0*(;
zBXZk7Er0r9J9?_^9=<i33;|D3W*)U6AAz{xhlj?Mmo5y>sES)h1EWCFFzrg=g~=D<
zM|-<b%}Ld`uFYx|lw{6xofgtLCdydh45!qvsu(MDw)2&$yG4rCiWps!zQO@hHnJ=Q
z{kyC8BKGmmPf5Z{A1?vb^^nfg{?}%!^vDvJ0p=tztU=AQGk&1{dMw$*9x<{A(d^)`
zsOiUx%n2FNMd%!UUA|Wt*UgEKYy%%>lA~p+1)w^qP`Sef62bM%tuGesN|j3SVuPm`
zpX}EgKRF?y7DDSaKvoTffTg+JRwij9ie^+g9x8U76v~dDi{)9N(kQ`dlU3gB68k=K
zK+tt5`P9kIsO`CVPU>H_XLkh%XHvE&SE^G{P`?EyO5TrZonewkfJ%Gh<>p+#NLFi6
zPN|)ln(dirr;@2hDU}9drD>UEJFZ*hKm`i#=Dsk_+gh0#os(-5|LbHgOQ>^AZ-wxC
z>La}(g{#z}?>a)?Bm9l1`<gVMv_^iRN*fGSkj=6qK-*SAs+nTp-7a)J4cp@^1#$9B
z8lu$wev&iL_eG<+h7EYHneA34uct#k5|oph0RprA1GT__HVTuLz1w=Jo*QyjpLX~+
zjVkND!e>E2MD6;}Gf6rj?QV4qefLif^`cA2AV>1aM`f_$slK8N{lNP8gWrG;lZ6bH
zd@b?P(pb3u=7$#Epw5R{kjYo;uN52Dho$ls7eg^J(DMiSL(syvY%UX=0iqVNFA(=5
zcpy-5e0WIem_(-dEyQPDQrNQVd@tll9Sph_jTBLlJK@2M3e)NJw+rLJX(NssskM{#
zKsmQG$v1iQk0^^X%L=awm4O9g0$sdKJQQ*X3*KY(;TMeWFeyZRB@-#J9S(zz&6YKD
ze~KJgFUBb&k3!7jb;x<mHjV*uoV{}yc?A_r#x2UHJ_@)i?a2r`l++zu)+Hv+AA9WG
znr}6r<YXXs$Lru|UAFT+9FqJTyytz$-i_QxB@PP<qbF$zPV=w4yT0ixt;Vbk9kxgT
z`xmx{mc7-h+}E==f^w^}L*|C7svtgn3{)GIfoL}QXJKon3Wlf3^+XB`4<W%lWCh{4
zo{&*QE8f4kC6Qp-9QR_2z}&L)RVc8YpAIFB{QVj^sCdt{$liDWW$axK6?VITm|=vr
z1E;EYQ=BL(u#v&xdTuNYoDe~n)0E=Dqw}R7o?v+!`xcsJUxCGRSQrwmeMW!3{QH+j
z#EPmpNi`Oek(@U#xgx>Pto23e3ELZewpBZf-8uT<K-J0&ytW?$Ozi!t49M*W%i(fY
z6^HQ#78aG%5a^Icu%T~#3^aeTzJAU5QxKgAhn}@n5=khN{~nW7-3?K`vhsiqjj!2>
z7BX>9>`s2iars&xba?e*<$84`>NU+ZS*@X3eFoKHzo%><&7US9!psR&MkJS^|I~Hy
zPrc=?j)ZITUg}S2#QC*rJfM`wH>^2!3LI^FcWYt1VjSQM$>0%nN!7t6srC1bL3Dnw
zh%3cby=O?z-Qc`v0Ms|-0rCqrF|)%}`a(|A3|zO~bDnit-2o^u^dv!ra2M8^tX*Qm
zIMC_v0mJdizruZOmWx$|Nj_qvD;c^$tVhV$L!jo2;#8}rtpVIrxjD@$<t=2ov)hs=
zX=0qdtLN9)lV=!hKRJ*oxZ%#+4`f9z6vmPLfToh+b!<xQ_bK)fODHS!hq1GtO7I@`
z*qlmxLYlwnkjYUCd<St42nEbGxU8Y8#qW)kupbqEnr0#{@7F@vC5x$BGgNQ8Wii}p
zk{Sdnytg}jZip8`S~Kn~bxaGS7VY!ED)QV~Gl@QF>6Gc;uvy_B-=)Sr?71F`Z(bC9
z?J)&kL&q=V5DeHr4p`B~=K0|&TeZV84>bl!IxV{LuHzd!DfI!t7G-Z<W<Tm*>R%L}
zvnwyROD*gykB-+TFe;jQHFEr{Yy_>=gmw5ewS{`%vKlGTe8qkLW3)KY1HS5N-w}p@
zIhN12zkMm~J)MU8e6JlLUkaV*@u#GJw+(3vs{te!zYicDm!k1l^wkucR#Na&A-KXP
zUo`YM>)X^rwZUmA^(rj|$wna6B5g~o`%Q+DoKmv<^O0r?(CP2Kl|i>y4r-8O_=|B<
z%q@)r76ez0oM0ZARFV7)ltfvDvRXZH)y`T!<BhJMUJHajBoyCn@z~mnkU*TZLGOpN
zBmuZngt^ncmydLO{SFaExtd+0?rV>a<M?=IFX&zdmh5ySQI!;JHPYTR6=TcDf;11T
z_H(Rgy7q5{K4HaeN;kC;UL;t|(@ja=e|NtOfQ(f=jzX}F*Uo07X8G2988>?JT2)kQ
zx4yTv?2bi5`dQDcR90!e$&L!m_yI{Z^>&MP$4pN{8c{by^uR4H4jB--GzviLFi}t!
z+YI(?>&VScPiqr678&JsLT`Wp)5dp>)tJv}2b}0iNkl8B=K6htL0;Z2(u&X4+R2IE
zfQ+&tt%Go*{e)W7BK4D+kk@L}3BSF}Oa_#fF3zYO&MbSbMd!JiNA^o!Ya1)iV-6i7
z@D0EbgF2w#M{qGfo*(H-A@qOHQLsrbeZnF-Nt61J`a|vcrV3P<J98z&m+RT?v&&HS
zzIM_F#-lrm_JVm^vPq~F)J|72j+zU8hRu&8jm0SQqYEzezWlxo4OhlMQNZ;g>jRFA
zN4wY_X1ciR;%8R1kEpH35Dd<e*J)+AJ5ggOwAFckSG>aeIqU^<0*9GtQw&$d<dK4~
zq!c=$xN3j~4Kyb+fk_pq4P!g4@n=>*q%E7fi-5AD<ExhHSYOb+6fX(@reh#y9=jjj
z+4R`PPnJ*9Gp(yd5D;l<a$cBdG5p1>J-{7fsMl|97F^QQ9TTz{5GZk-AF5zA{20hZ
zm-0kLQg263eX(-6Nf;<}Cunhnm2WTA-^{*Qb4~4l4FRTT%3_vG@Aez(3yS+4Ru2~7
zW92-vANxGTImw}S9!VCZm@q*t!17P8zBS&_O#ncgZ{E(xBR^R1()-8mu9(rszfME!
zcnha;NkeNGo#a8yQiqhMSC8)+(;qhe0VTn5<#V8gNgSY9WReGnBtkUUl>#|q=>wU5
zL}yOofo3L2O#*p7hE5+e(EbReD&-A)Wzhm;TtTt(ThQ}~rrm%VhTC~oL&d-JqTj(6
z;tM@_NgE3-jR^2d%m@QvNEM=F%9wcgW?%W*1ZO0~`oSI#Cqe?GLRa(;7Tp_KXRJ=G
zMZciUbzL@5IbLspp?MZI{^IW-`5Av3jE?bjhj-E3K&i@c2I-Lt8c=8oNwDc>8V8={
zvtXF(FCpX^M><ubA0M9u#!5LujjeT2(@&F4Dbu?3#g$uBNm~^bmaQ-DO&-><T+QtK
z4C_aFpvpka7gS|s0JUtn1UXW8ZN77vkVeevoPjz1DDa}S&=NJO4L+-!YjAM`+CA^A
zG;e_Tr_^ormGxT44j62sXltr!bfFu`J~NdIilI#11<KK@v=31TQsHn=YtNU_5_{n9
zb6BVRcB{u*UH$JxQ;)Vr-uS)QbHIOqZ5&I&0x^Y_MLVJMczt-Y?fcAJ?(z}U^#BMr
zSuD8Q<I%QJqBmDP&1Sl?mY{tZU~?c@Vf{&GXHHJVT2!G`uQJ+OU6&<;RbbVWN(jyA
z9ycwl3TOTmy0na6vo!Kv09Y62c3nc4rbi62A=1EoS<4bIDa8$#(^Iv>`EnrL*3g_n
zbLNbBl{7^@!<Nu0)eN;zAjo7ua{zVTIY#F0wyI&Tt*i~#$?Ab~C7H&)tM5v83y-U+
zYZFrN2COTm#S<OdGivXX&<L9-d)Gs>nD3K)rz2d-dh>xkfd#zQ^jJn)1r<(VLuh5P
zWxF`DnK}E~T;97_!+kCuqRV%+1pO*6#_jf0_Z$m>$r)#0ui?<b7`rND0IyozktN_(
zNtK@>kE^7a31jQpO~KTu`)TP?ou<Ef)Nue-Zd~nyy;MWv{S&({pr2?leh2d5g=+eW
zE=Z<&91wo`#VUXo#>tL4Ns9N*Q*9sa=21jUKh$J%oV9Adrl!7X@n8&AE(68mSlL1)
z&sca7Z(iq0A5;Xq*jZ1msINk^tRAOUi?9B$@v4rl=c_Gj%l7IL=vW5}yV#iC|Jpf<
zj@Q}IzQ;e9qv2=so0U`t_)s<^`0=sNAsi4F-O?Lh(YM}I7I63~O}HXY=6o_&)=kr~
z#q$B6z*`e6z|;PbS^^lcb*VDWIu@DB3_@0vY7Z54Jf(ZxZMuWS_4{I?QBzDWPSj^U
z-PKp0Z6;H<Dn33UTS$M$NB;Qqg=|4R^`>cARhN39neT;!1g=he+4C;ZVxF6Je!9A=
z?n_@~3e;_Y!)biYi+7Bw&h2WWdj(LcS1(<<)PP%f84YdWau+VQeKC6Zd5B%c1{kU8
zVccTdVRoQ^T#l;9v6)|!JEDlaQ&^ZCTog4gldS(YB&a@xt!w>?^-57`ne8i{Zu}5K
zUfxckp2#rh0x*aB6>BqFK34Zcf+2`D(f$t&_m^J<rPXSE|Jwwj06kw|d~4wZsmMBy
zE5>^)$*df^ld+*=02vv{wlxB1r_Ai&l)qz3(_w_&$opXdTWbWJ)TTI!keVs?2rt3*
zrSV3j@#Q?;g7*~R{?o%q-IRKnohCm#FS_9f?f(W+H0}~~Ny=~Y{nq1`BVs&H!)zZP
zHV`%@s~(p=qyyoCq{Uo@L2KlQnQLB7<z^k%bv9c*aKVE3^ZP;LC!K9~Wn|E0n3QcH
zV-DJ~&qQ38UONcYxXDNya2(`O>j#C=_O7Qb1S=CIJ!>FQLReJF86->gG8**oi0ZCB
z<x#&_eG&yw=A`FTULR{t`5DkpacwoXpwtao5-#Qg4O@e=JXX)N$%6tJ*hIsh6`Sqh
z$*uQLOf{U<Dm0^`@!rn6z#%oPhzH^nS$^w21|YS#q@c*r?JKrsg^I-ai`6h?8wlEX
zOsqknVUlrnc;I06!(YgW8aW|aMqN50Jk(}wI~<@uYB1C)>AGdb8*ObWh1J9wg=Wvr
z>%6|E7$fjG;szX-0_|yV%IZjFo<BpQuNi4ixobgELw0s>XD9R$bx4`jG9!Q!tcl@w
znb&ds_JK@y?#}2wV_S6`zB;4-jRDajp)b_FwV$5R$5RB7Hi34kSNvcdv(Cxa(9Z|S
z=?oy!n@!zY{pl)9;agvE{`4;i+Cra$=9|9FkUg8XHPp=!sR;v4%*hr}Tc_x=)=*oA
zB4mOm`=K*?E%e=UU<5fX{`PbuhS;9iZK?&3vOO&raF3h}0b)!RQRr56sY6-jDPqA+
zqcsBE#TWWeBy<0m?tUu1%M5i4!GTZ)nd1mS1wsl!iN9W{njQtTVi>qrbS1`l?i?h%
zZ_-uh<CG{w3;^B!h}y0k{oxR;KS&7B5EX4v8Exa;)|9AMWYa6xI7Tf(J{1aLKjJAa
zN+M5GS6UlA=9d4_Q^^pr##w;`ZoR;n{TJ_m%|V1gsXRM##puiX2iW4KjFW=C0Qu_f
z9U+sy579ihThG1GF}9s#ziOw4*hcflQ4?pDk?8pGTW>XIo;Nw479ZXDfeR(5`JEmJ
zsc-gS_D`^I`wF7qTml#?yxAps(Q&M9EYz~q+yEcZCPK<KW(@sBMH(ms_5Q*a5-k8P
z4$ftne!+XqlyKG#nkt5snLmnmA6prxx~qRZ5327pMK%nDT0Lmo)&cFHOXQmN<uE@Z
zO3ca0!Lkyw)w9-{i7mbd4hg}T9?X#dNC8}m7Z(;NQJ%r+2;An15d5`3oDgUtN(?G8
z`uQy2py+}+gSFK93rwFbaEhXh>tx&!^8cq}|MR1o%@-s|_wYN=Pg{Urz;u!^;oh%?
z7;<@?zUw3?eZiU@L)2psU~E3WC%_s(#6i0!c`kzfTy3QB!Z4ch)mYTN?&6oDT_>4@
zmh3F_1JTMAZcb8~eJ@w*dVS9&WZYU`7`9DS2kI8u2%ZUwp{~DTpac=JXP*^J>+ooa
zDzOsJD;?ZBx1W|gqUj4or%aji9A#`acz;`((n9Z}7HtVU575%zj0*+!{Gm;~<o+(A
zfRp3DHqWpOx-Vwv;arUjI`-%Cv3%2TfTOij(=M{;Oa^9<nQk#e0%$d=W*MkqFRN?r
zLwa8c@Lq!CvRWPJyT}6naQ(}u(O*tLtAov^Pbp+D(_fNvBTI{v4Tlm1U?2nuF_rod
zQ$Q<%Pq+6G+63TV4@^6ApTZ#ucnF7fV?}`MPm+QtK*Qks;^+KZ9}YW8fI<w>7a~f^
zPeeh0ykwxqO?4ch<v@o{yWc^<iGe3o4=OW)m(0UvVpwZj_hRwSbEz)Cr55)(4~q*H
z|FPXp`Mr)c=Mz+Y1lmDI5K?2hD~lCq6#nDjv?mA__YYNq7CD+Py2gq?T!jIe)V7NG
z%M<Yg&MrdV?UNLZ=U0JZs4LqbcBM6qB~(MpFCU|<rVR=OV_+(SL4aEwbH3o0T-i4P
z5fg4oVPWAA<-(S@p8V^8pr><QBUb_>cN4DzvV)K6V!F!I(_FlXZ?8-~Tbb^ZtK6Cw
zu0cdIXF=nz9!|%7Y;T9FN8yyHnNlR-!Tb344_ykjF#gJ1zdEFlujCGZJ&h+@5|8tk
z$O|j@<zZOtpaduRv<uku2{pw9oAYei#pnVl#eLJ7rITQ`e7g0XnOK6B0^U0bJ5p}H
zwD`H@XO?~maVbyY9zMbO#wv=}d=cLOaX1+m+PLDUnZak>cLS0dadm--#ojSh{~&?k
zCmF;)ca>nUMGE_Gs}S=An(PxqZAvmIz_XCS35(8Gq@I2wvY`EizHJ@ULdGE1d6Duc
ztLq;DrdDB~@1y;<t3=T6D%Hp)9OVVrBQHl*a=bqs4d+2Mv{8+|etLG(B%0e;_GfOC
z4WhjmB#kr9>vSd4KX23N$F64$!)oO*3SMc5xF;h>Ox5<5ARz!x6*&q2xB3U7&t=~K
z>Ysnn%8~0hp$HwW0G%o?(S{GeqS&f6BH{g8D6nUfG_>kytr0*@4uBa2JvR#}1syJf
z$ZEHv6praR^l0QjRUA7Xeqb-Pf=(Wc=x*63N?<nVkz>D^OtNPOKaafH7*YDxK^!-R
z+Udm`y~_%IS_J0cpR-GR0&m<=h|yon9I6S>0zXTEgo7w276|Uf?R^KfII?Y{(eGLy
z0JuR2OzMu#_#3=^#?J)89H$V|7Hs0}dk6PO6ld|}2gldqkMiut+!wS!+~A5J@=SO9
zNj-i<qYKj&_k<ULGZF9-gWdyYO|n9?nx4nEEA9#rt@}y*=ic$3>;c-FQq=7RY=NQL
z&FLzoFoEK4D=3Fa42>P+%7*Z4v!>_^IpxrA!WL9#y!R^{<Gn^Oz$@|^dLJKaTxd(O
zg7UYtf0P6Id|*r;=avPD|1vZQS_{;V?d7NVrV9h5Bt=g=Jl4RluB^9ps)2@!1q9wt
zrA`#pGs%X0x|@rCoFPC<D(3Otm*M0>9KssbNrmptP282|om$+rgIy)I`sq;bm8CgS
z|7mWBbzC)oS&n@4l=AX0FkzuUY0>WoHCmz(I8tmczexDlUDC;c(gH+Z$`%IbP8O<x
zL80*He+P~K3?;rJ;8O&Z?oENjcox2pB@kV)4!?9bd+d4b;)bzhfxn#$(ghPDxMJLU
z?B5Rny^1tMP@N&~m%ui(r7A=x6dNx6JfGh`;t;WAAbrKY?K?vPDQX|Ql?iS~><d<m
zNcVK6Ek6dHLh7;brq2d{nJn1tTO<^e?%U2ChzI=N=LLDL(oP}+Am@>Cpq37l)+wWc
ze+#=|1p!Dj<^P{n;O5(3Vk-xreGIhyikc@l^mJD4MgHB0qxJD&f(M8uO4IDE$)^H-
zG3Qi8&W6IfEls;}#Lh_f7&)gzT{s6#@6GMK&h*|lVyD5M$KLuvySJ)8Q=XlgL35nw
z&m3{Ad&d;<!;U=4zcUK0kAx8%{4@M-?)#5egl8UDh~uUQ?4djY0~{d`J;awM!Gsa#
zj-7q>ZvXp#eJDT&cFlqQ$^JH?6yO&v^UTYD=F@N)mEz79m^8YLe}f7%4CrW~L8jlx
z`PbTsBEg=GF8y93o(M9qQkK?$hYg|@f!m7)$-Xlk=_+TvcefSSKHc2gvpt8n%noi}
zN-VW+4ZaA0YvvNN0UIrcqVZgL2230WaU99<<6o4$DFgRD`0E4zeJ3tT)RS4B8eP<a
z0@w)fGyBTN#Q%?PfJg(t9{t@FAvdKsjMcHP*1Y+@p0UR|@1;=`Vv&pUEIg3S$#9X@
z2Q)TZr!!&74QUbS%szg%A3uK`$L(SS*zM;VA`dv?H!jVQTqrydx?Ho?Gk}-mBjTYZ
z(mcto6F~Z(k%AiV!m0oZ)qY&`LMq(#k^t;8K0YP5it%D>$lw}Ki304ZFm+`Pa*`4b
zg&+U17Hnp_`2j)AN{>=X0Xy1(-dJ&Oy==V-3$Ji~Yb_b*aYc+CJVwck%+yJoO5Hb1
z92gX|f~gmiCs?RN9AK)b#*JN}_CVOU!2h&7JGlf<7&?Idu%xN;Iig<#eZJ$ChhpE=
zFK|1+KlcLcaZ;eF;(*%Z2ZkmPw7eb+i%=4L0^!8yYd2}>0EB7%kDWwaG}v63;&z(8
zQIZ;r%yPjHllFweeiz8c#~U!)=7i_X8vv&pQJeT*VKgNogHbU?gWsx$sF8le;XgLT
zm%(nfhpRQqe!v`hk|(kzFYn_WB0NgO;!DFD7<_PfIR^^ORj`^{)>QzEM<sdKLklb!
zM8K6aC+O|84WMgh6JP(}uc!N@;Q*z{1Os=DrDf0)s)vD|uS>2mdo?OV#VRm`U3XjZ
zQ>bIUQ0~-$B%2s~lnDnxr9i2=e33r(X9W(|53uGM)gC`3>Q-1!c2kZjy!Lk>Uv!7v
ztg5<ll(PpHN;h#9T}&a==1e^-5#lIC{K+^4q%S+IaqRE8xpEemNWx9Op5!m$@x5iL
zKIFWnvOgis{K_}V-y;qNgz#+l0j8^`-lG!Ng&ILgQV5nCz*jE53dE!gsBOx<>9R+z
zV_S+NwRAniS<$`=v46vb>%>TTXEjvbJH;-xv!VjHF0j4Ek#^tWeMFIfYadT;OmyTf
zyY4`yCXYGDiis?5drz0SEQFN|xz%rxeK|}`(ju;LUcYi+MI8*jRW#b{@13v0Ln_tH
z^@W8MJ80FMgZ_cb=Iwnp6td-gK=h*XBuPh=eVOFQnj?9nKrKv_Od)^TcM%tvJu3Cu
z!EBsOdE_elr;%3=<G?5fqR4!fp`LS9h&L;U&vvL>`spa3`Mr3%1rV@rA&%<{?eW|B
zXz+kXer9X(q`seUo#*<_B9!nUWsHCW$L|1*d~_HO(Li7SJfTV7!uALmC5*o4p!)l%
zIbhpvq2W!$0Z~{fkCMh~dVM)0roL2H)ie<O#xVd4TL?pdJU!c%-Vntn2POWgDSOJ_
zHfJCXC%HAqbCr?-6~cZj_;e$05(7Mk`P<(U7nh$`!{9=)UWJ<jcspJWIn>6ji+_xo
z5=DUV`nu{zs$$_?!w6v6oKabP1#ebSCpYouX^h<5;|1wwi=d;*ZBUIxs2@7Nzg;-n
zh>%2o9%ocy1Rq<LY+0Ii(F*zJ-TmAF&-01J@!FhXG6z-7UCAz&7|`bTn9BzKo;Rw-
zg@uvj3Y_qrJf48IN6R=;2_LzJ>1lF#n)k=p3{eb<O{*{nu%O^TEgYTZaYlLa7|w?M
z3oh_b;P$kyYvo(LV1tT>MGfD#vcd*Uu8!}QEJ&^zIpqsnK`p5H<EPIn#fflxZlarY
z?&|%qE@fC3hwTx+!_KgrLt7-(+w>&xYJa9x#Addyj{q^&1_&+9Kb6%CMu?`LN}9<3
z-b8AIM<Zewq#a>_2f51zd!aOa+CKPtxI~`b_Z=*hFI!8gqiHWxKoK%c5nPgpMfZ@H
zI`2J5A_y3PgBu5`S9X-(<GU_O<j=hEVT-Ef4<-E-X1Z}8ADn^ncaAv$!dpamVi{}q
zdnVpz4*b;GrJmd_0k&A6Wg+)R!va#jK$EQ&u=tOobq}7wgYg;u4qsKIEiQQw6zf57
z*+{+`I}3AwYkv-nU|}}{f9m$}nI6$%02q_#TWO|dqSxL(Dv_dCEn9~LX8wXG_$;IW
zOj#RWow}tx$bRsz$)wMC9hsUckQJ@HR6sNi+BQNc;rAQ>8-XPw7b2#5<zNfeF#68a
zb3mvYL8rC&h%t+<)kNBpKg^})%E(ZKyYs16)-@ZoO!1$9d@}nu3=>2J4q+zx*lZVn
zkI<e0==xYbV3?lhG1$$MtFva94v>&C0Vy5|e1m9I_T+%E^ZWn{$Ycw3ndPQ#P0Vvh
z{ShFENU^hCf`TLRCHhS%9?s)xFo<MOXI<pcXWS!m_lLu8-+<Sr9$R_T1f!%Z1QfhM
z(C(9l0i~T=@?Esf3qx#>K1zOmO_f_9`O$qdk-$2Ph{f7oTzP~Qb4uk>^)d>gV>nd%
z(hz?{h6P1`;S7mtL~S;}W_-z+bWwHcOMz)~9e523j9G=3yDn3R?Pvm!hdv@Ja_Y-G
zo~=lAv9SQ~v>yJ~=naLEG<26&Piz6slt<=<gJ1~o-qxKLJHR~YK~$j!eL(b-l-#b!
z?ZxWW_{tszxv&P0oUKGiUsdB(tCSVRtaEE~{SFY$YGVWoN<Tu9Y*>Y}GTd~}2Le{{
z7>(F@EetDQxg`*P`@5IYOFj7nd6ofG;=w?_%R+7YI5sSyO$;i<GtfGFj!Y0i`)#2v
z=pCi|>a^;{@Q+<4nCuA!Ht=fCQ;PJRBOK+ln)yc0Kz$<alnDx6S+cU7NxL)qTZn~H
zJmLZ43EaSWJBpmuj5Tqbk?_pva?wMHmVEbc3s(J7_AAiEKe_klSMc%iL~@&B4!OC{
zk;^VqUqF^A2l<`}H1k0~MAgDDkrCv&<E(1uT}K~ZNQS<j!?!P23Kk}zHcWvW%?;xN
zj%3Jy0*^@p=hpCzY#qUdBcGrqGy>Wzm4@KJ1?xT|)O)DVBJI??e?a#i0Tg4%NFL<q
z2Ti(LZHubSoeO;AAWtk>nIF_1a+_gu)Fn7u_5I6{*5GPH_Bx7AHBTP`I2*954J@XL
z;%%@<lk<JNR-K)h01oZYP{0fHR(V(1w~!f8g&)iiii_YfjLLO_^6H~}6%B~Mp$FO)
z5z3-+71SAq<JrS7(;*F0&Sy6B)$)yGO#Lax$q8N~>OhngK~txaWH-{~g*p5Q0X5GK
z%>$-<?Mkm_V#GHm>5&T*PNj8%=s+3MGbVMP<acx>veTqRPkjO7l>>o>&b%K<3`q+i
z_5F41n-fjr%=-9<xO|)7%ITCxo=#-1+5b7dHAD(H;c3``%}6wu@(9f299Sp+=d>`t
zqNsz95CIkJSv03|baq1~fQyK0YTntthVXZ9?*gfJqZu0D1xY$N{#ja^vVKZ)ThQ@y
zm~5eQ%=XGJ1Z!7@Lun0tOCk1zoa<6%^|g1mW=Q(F$g4KSPnWtbr{XijS|c0-IKmYG
z`(|q07Pqy4cR_ASaP@_Ws(5^1=<HZyI$BDg+1m!=+$uxr{lKiq6J^#+=8>`MaK2dr
z8*a2PASmIp>m21huXbooaw`gEBS48?-TT>JP_Y8JScJ!fz^Q0zoA0~o0<179NK?IL
z`ca~u_CiJ{?~QnV>nQtUJC4Hs`62AiGsIsQegh5Ytl;TlG+1}cG}WL*y8Q#?z5VUJ
z>u@(j+qk2@{_eL1?+B_D{#sJm^I6Nx^h33bsfQYDWh6o&qE6ExH!{@b(xG!(52XOV
zJaa~3TDAuPRkFp%&yJjr*IKXXlh7B)d`pHX--*s^YqhC{EnF4}-(eb4$SaFgY?V@%
zZ(6opoDn_O*BN+4y+UgaBvB^EFm*T7Q8N!mAeKf*sEU)?WPMa+C5Q$osi8=rd4SHV
z8!Uz|oiX_rK-HqDs~RKj?WOKNBcLXC-@I3^h+wd=8N{8S*t^5RlFA6zs62zaV<Ot%
zJ`D#A__q+yzx8v8@5ByXLY#l~`(MM{?DzmpbzpRA3V3h12}e$pFS~)~qUMCm)E9}W
z{szK-&{#7hTeqPQYGSZcAvrS32UNP(H9_oHP{)IA&ws5I*F6Y3(=q+3gK1r_)6*Q8
zM^p2deyCuL8J>ouqp&f|^iF=KqUgA~dV+=dO>58x@NN}=>vkHCLU6BViubssRylpR
zr=?MgE;G>*f=6Qxn)DT^#*7mmWmg`*WmiMspan&rMfxp*q<AYe=8Tl!qLn=1IfxAW
z8Mlf$RtloB+d5T?D8lZut7J}?z0PFySgo9iDC}hmNkQicD-llYCr$u72=3Hf{xUg&
zfSAQWN0WbQb{~W}5>1!U$9qkO_*7P|N<CSLWjA|6K+^HLX%TczB0%8#nhz+5WsG1P
zWU)iZWM(J}IKWUCJB{A4b{baK?VYx8hq)Kfm-CD>DS&3m)37KoKMb!+HD4i`KNL7?
z0rrK)YijFBo!s>l&Xx(3*V|QdF(ACI%~)TrH5u%N96LyC*8lU(Gn7Pt_S<I^{&;f)
zki#@k{N^?EVmhbco;B}FnSWaIZP2Tj40l0_d>EE`c<=?RqE1=YGn!4CzaYoLh%Nt`
zT64EUxmFl5H`WHi#Ma;%tzz|cYx^Qm){vs?r0y0=bJ|Q}%umWPl2Io3eF&_`c@W>&
zv@z-|jD_WANS++rDuH@{agrJk*4>Gj>90^TMTcKxGpEEb6veFo)e|9lTQcWKu?hkf
z!fB`!_X-Sn>uO^_f@Sg_@h>t0Hl;25EdQ&Q!hzr?>`-=MyDNy<&AiU^VTG|s6Q$mk
z6dO1Xi(yRuPnkuCXa3#1UA>$%W9K44lDZ)nBb~kP27`sjJw0Z*eO2Dx>bI$C#8^W*
zxtl1~EFOSpb-9jA--E6_O)0$Pro|0VVCkzL@&aDmbtbEX0aP3&IXz7EA{kHTH=^mK
zjuoh9&p#4IG+!XSjF6l1DunEOR3)rWG4VWDlBa{fpA1?zF0<||=9DQ;IGCB=j2Dmg
zKZjEeeTNwW)y>P*GQN}Sx|#3VluNXB)z@!#R%jL_XLV+hCMB+iRG_DVVMc!_gisGy
zfl&?C>dxUQv7Ell3OUfyn5jAY>$PH_>n;-`kSCXzxt8u;I-Pc%<gBdGT9_w{$G@GN
zex)|Zr0!R1iipoD4sF)lht_@_v>nYcxq5}X5p35Id^RGB-hQt=UekO|KXa?vVq+A*
zoeYd4#d@53OWg%GN%TSl*Bldq>AeSJ9C3mY2eemrVYYtk9+@8J)&a}h%&j$~Hj`(<
zDCLIn#ff`Y(x3NMW1h)O*CufoWq>2~{mAkgt>V3=m6*B(MGY@A><(o}NvzC2W<6pL
z#m>{`ZFHz61WeqrG(vKBh9(~aOadc=O1fS@c3cWvGQt`NsOqK#F^87{cAMy{5a{r=
zw2$&ebaqB-O|L^MGXy43qnE0*6feN6q%r_zk~7oiR0f}S9=0t~BDe$+VRjNmdCrWB
z^cIl#Ik#Q`eK?SL@-axgA|ye~Y^64G^4yJ2#IO9j!%6E>rJudM`yBJ*Rk5Jsc*KbM
zfoV`u*KW(NKhcF*bbKGa6FUI;8z?J(?7A-(z*QE~Fs;+5(J@{+5yz95cCaQfdJP7v
zPN-<ThK9XK%EBQUkCE*IXKn=oBVu_;gWzLP$TvVdm)Emf?JW$_71SFoXfw82yg&wK
zLZf31ZTnDY4n-R1)>!jdu37;-DBnYc5wx6cyF4Hg(e}aSt^L022Lc2;l&(Fv=Z_J{
zA{E-0wQ1Wwn|~W9)UMHFbb!w?lHPhKA`g1N)kxWTouMy4W6yo_)xk7SFx6fIq+PMp
zYZ@O(noe=G3mJ5{ZQYjq0RJpVv#blGviw6JY=?lrJj$@h+|_7K``s`O{_zMOM*yab
z2A!$yEzr*^YXk6^hElgI$F!+P4ncepzh{a2a`T98ZN?kp+l_~fos2UMe!yUEsAKDw
zI()eMfkIwe;lKp;fr9~F#{r<Qnilao!ZfnH^efiKk3a!>$GWIBH4%*rLFr_sro?nA
z`x#S(XInK!a3w7he)>U$h|#0+8=*zSFAhfh7~jZg)oOALx@l1eKUf_Bx_3QTkKz2&
zgJpea(#$ZGF05UklT7#=E8JEaDEYp3jc2CUlh}{q{NGl~j9Bd(0g*`@uv&CU4E`^x
zMXm(M$!%jnJv;LK1^V0bq_*5^>P1=?KZE?^iexSbA7{!z7#<;UEjmoROK|dB>tfWw
zIIVM<?`{wnCbd!UTQOrW>$Re)Sz^uc;<lGyD5^!E{3OQ19>z4rfOj%6&M3OYU+&m(
zRh{I%4Q8q19Nla~3^g*}lVkEJ=uPCic-O$}%Uv_t>$ETYRx2$MkYXr0zX>K=?Kk?G
zA}|B#r<uSe2zV9$sEC1EfJORzNW91b(KexcPW~5Nkb^|qd!dTN0Xo&{DUag$@;_bb
z{bV|}LBB$Xqjl>xbQFo5y}rE1kAw+nd}DeG;yIR?4Px=K8mL}`JY@!()znuuUkDmb
z&)Hwc^z^^|a}LZ059p`EM8F@zKQH}4zMz)9n;#dPOaqrvA!V5<fr?z8zj|fQhx98`
zcDkM!V=hjl8QFN&aHRoq?E>s9nN5{en+u32OcuHW)aIriP~4f(OV{cu0epL%!tjP-
zaUGs;`~9%<O_4llJonvJ$W0YQ-CFI0jsUP5EX3jeOCco!WXP>%w>Iq&pbi9nQQ=5N
zQim6-44%MTWE&w&dGxLf8>9=!IB%q=N_^3DNA!gS&{~>!Yg%JytnVEry?kIcpbz>v
z3_z$oJ0_#v4_B3_ffnT~&<;;lz8i>DYpU3u{?APznnhTvH7454aS+~mB6Y|K7!}N7
zbADl)d^2YS?if@;<l$cA;$9vw=uohsjl2K)c2eNgRD4YrK@_^HhWQSRMLw{Y$i$0=
zZ;XE;W|J2aJ^$tvt0qzxz=al}@J?cmxS2eo$OUn5%~IEFJSd~A5aQBoBpgtssp14V
z4H85SP3j!qr{QRS8NNs#lLr(B%j*XRl_#N6Kt#g`)n54Y-QW?ZXmkbl1TelxpU0J*
zXwlb4JdAw}`#|_*+Dl+`%XWVvFi-f6`)~wn00@`fS)D~g{n~#I5d1j)o&rz_VF{I=
zR}$G>s@9hy6Xrr6yGYxIxS@524zzB5SrM%?l22}5(38V~%Qmhf((<Zk9grK30mG52
ziU5u(_ds%@e~PAJM7p%YW`uGkSuAP$;Jj>D{y%V!)$4FHYdfNgD|r6LsLmmGHXus7
zc3r8`DrmIS!90vf#<j4v57#T__U}4T0tZ@>M%a4bOib+9O@(2J{qtd5f3yZqA4Y-&
zn8jBp$sM4Hfp7svjZvy_pAic<{&V2q>H%Ujcw4r6N`VOK9A<MFg2A!R$UPA+E<cDn
zUIiEA2(kmv4?c6{VVYOY&ZN`oI_SxAkjAo}*M_l*)&;a&1ZU#=M`X?0laMQsdzzMq
zK?w9rBkxuzIt{s;tEshgl8=y5fEFZj&!I<uxBqE&gNXf?yQN+b&JoqKVq=noFABLg
zBoZpDuZ_{_uyRIZI;Pv9WU4|r2|B5tkl|)1TM0{8SFf)lHw|r_YW2!<J__{H?0oyX
zJ^c#NGw2&NA4Ii6H2q@seq6bjGy$DwZA*3F_hlow4}3Ue$t*jWb>D!_+?eF#d{5rH
z%xMv*y;f$rl^&9DutSJHxf3*wT&)I)6S=-AG6>|mS=?URw>N-ixgtKP18M($p?`$o
z$G~TBBWDDbJt%?@Il$CVMHz#1kOZVxb<Hy8EQD3B3u9xoE&t|UIt1#s6ojRK_CX{d
znW-F@HbJiaL-NVSE;3)aQ@$}C-3DFoc6}oS$vTkOd_pKO@tu|DaLbPduwmwv-k^~c
z)E#z3Q>(SO{<_x!KM^h}pe8)U{XQ@ULc(~AX``gvfgd3CUV=NqqOYyMzlDP_oR)Km
zqJY6&Y3Rt>UYg>l{C-K#b&M459+HTV@BnjOf<LT>TM5~kMb~2{*WEl<p>?4hA@@(2
zAgpw3ufX};ZWKY17vZfoRf)q8-)L=Fpa1TcEb<@_v>b3G(t*L>giiQOOYYh!Dj0>r
zH!f;~Hp0gzR5N(SS$<BdY5uW^lA5}j{cwj>q>$4qLr}kxcP_xFq{W>Zx{+HTX^YC`
z2j*BAszMU-X${`*omd6XKT9pl_Adik$SzPx{gGOx#&x*3@Eqn&S7a*9$1c?}QMZ*K
zeXorxU}X$Y|MK3<^>3uGvY32DXMFz{m3%n;)j-bC){Q9(73+U)zE~6jsmZe@$#*TF
zUX=y7Y7D$g(^0+wLv;2gAJEn{4{v(vLI05j>1!ZZWw{dg3X(2%o!2dyZe6K~r9&#Z
zq#}UiYjjpzoDrUMc8wmo0{_IO#iNkcsR?mjTnA3FHJ~xY3bN!a?IHey`|=1{1K7Fq
zx|w6XFudZaqUHkZ-_2xb&~O0ieAbdU3u&tHu##m;rqdnLqyEQ?;RXbgOM1H3E%*p-
z7R_ez?-&$@33Y`QQ#e?Rz-?EzRQfKU+ecKkm|;R2-!7{dM)Z-3PVn#OS_2Xe2AwCu
z5MQatN_}Gmz=#2)t@$wFP_U^skvgjU2$}hyd_`BBJ)%lT;9MkXNezN6IIPZ$o9V)H
zkU*5PwD=0zRMnSZ3d*ENO`RZ}??#tkD7)@vdgp8K4xS8;qU8L8WoiZ5NU(H?qiy<y
z7kocKB&R3&vJR2~grmKa9PM)w3TBC6J;vWdA|r=>(kALY)3Pm41<F8neut+)Q-@{>
zsQ^hVOLR0uinO($&K-p!V0WbvaSU=B3a@ov$K7`n0%E-@p1P6(1pH3-VAe*kkq)^b
zh|U-YVBJbb%rtmbsfl+tbhYmZ4r|d-Zfar9b@vrG!);sKaCuaLo4R_%^t8HlbJTs(
zx@p-FrgyfchitQy^+2QedaGA!$4nzL(H=}S*>!pRCZ=08A8tF~N{Qk_cU9aj>SaOb
zfdZwYHNWU<pA5+T*$?eS;4U%9g$e?SM<^hUA3`p1`(4e5od}q3`=Hi)v%&@n>~{?!
z=MpmyhEc4DmLBI5>HBm^Q`B^Ix-+$K5vV{@HScM$9EvlRu0u@fT|$mqaqymEMVOjQ
z|1^ph7VSii&<HZ2(PB&VKqd#2`GsI;Ca<WYFq_g#t<+?Y$pxloiTf;rvfObkPnok3
zW;On-I%8em3hvz;H2{JYC#lDdM0S#JP&Ns!lP5fTL1LOdYTP0@*!K87Qjy-ghWXtR
zmY}8lX~y9tC~2jfkR2FWN&%Q~b4~E^q`xppodvTNMB!40v4{BohrKTktMLujRTc^<
zWlB-eTtd-YLP!&7PGwv|gXU;bga#!lNh*?Pq?P7DC1I6PsWj0*nn{x+&iy98VeftR
zIe(sWUHiYKvcC6whiAB-`?=ra;{(kW^pW1pEhnlFzdvaNjNy0vd)<^#hLtTgkk-os
zED=tu#;t~ihN-zL=_kLWFk~xejR({fxQyn4)gAOG0LnQxAAP@jMOm`blLkn(!iS#A
zYF+3)QSoqK2|+}o?q72F6Blyg5L$%F&h-{1cFW&OM|KK+@z|5q9(>OCKj<xyc$FYQ
z7H7wXMSuGbm7*QLlj_=<()aGeflI^;G|R5=@Ej}EF&3E||MmP`gjcg(=C5CZl0PI>
z)zk&HACK1C^!gTi!qMY<)h{0ZdTj~IzK3y}u0iQ;lL)8iy)~jWan};~RcF(KYkqxK
z{(N>|Os?`#gR;fvg8HVI$=u2d1>KKq#s6>tV%j~G$K{*N`zBk)himspBsn#hxj21F
z?Y&%ox*1^^hk?L8!8P>6hlYiQ<H2aGrh!J(Y?C+874r4h&E@=bZ1l!3_3N_|uRRk@
zNlv%TxRZ@0{?xOySkmHV*3)@ZGa~Pb(%22LkK!AZvOGXh&qQk0=)=rmYJ7}3axyCC
zRbEy=RW?fi&T+@lRPOI8vl!XDW>I*9g&9;ERd-h}V%&i&yyI+p0_6=1Xp7CkR{p9;
znJUmbkAM`_G$?3N@K|aB-2!Q-q8K4NYB{5FrV-q+6tF_$9Zo-9YnbPn@iYg3uFYlW
zP3Nu3MPf#aa&CI*vWYZT-rW9a=}Q#1ddljwy8t5RG(46r7>xMThXz^APpe+OF|fRn
zMcAuoKD5BTmty{wEB6q}UFCy;GRzgZhtP-G>M_YPvIw!UtIrqK-!CwWfe9>DN)4j;
ziqOT06|d(n6@6>@u;6;9r>5~8Opim!z{cm?ooss|B%einL^r{HA%E9+H+kxHu$+pb
zhDC>c3Iil^UjXF_TdOMn+~DISONfd-5>9f<g|u^Pt6}d?9pl6tEo;YP)`0&P<nw>!
zpdzankhBl;P8v2ki@3pMZqhf+XhkAq`l;+yQmNh6j<4WPCZi-VxZ0`W#>U-dskvJW
z$C7;74?VpYK{2n|G!DEw8QFtG`gnhORVGeO&gp0G^AfGnI_^3+3beQy1PhCKn>ln9
z&eJ}*ct^i#PsbX@I0XtXdE;4(bJ$fvKQel&tR!)Hf5G@W2bs3-x-t#9jr&B_?nw^y
zN{FmKU92P1MOrJ&JVxsV7se<IW<PCR(KpxZ<1K!F?VFoknq%xnXN1DEYqU~rPG%f2
zVVyPd8JJv)D72gIN4qAj0xHhD%S<M;X&t&;Pvu3b4y>#{&oIDda7Jt*Y20acN~A;7
z69?>Pxgi4PIS!LXYiUGX<FmHrCF{@Eh>tXxczB7eNo3tzh??bbgk&hU?(O5dU{gVw
zXN2lcYAYqPiDmft>*UIcUOl>MdRP8_#jS$DFr|m@u%sdaaEvs~IAbuboYzm&=wGc9
z>D;-)n0h(WvZ1o|NKbzaCc6nlEo)T2NYl6_;EB<}*5;L)jvqw1BMl;ZxpF~@U)3z%
z<>zq7IsFo>-rE;;rUV*?fvpAlTf3+Mz3z2H7Vvmt;4^mX0{f@z8-}I!goZs?sXKm(
z-A!O`pR(@wbtnqB6l%oP9W$SBql?_nUU+~SA!?b908ygZuye`dMS&^K^c4nY4%yXC
z-BmT&A`O8;m(QtgCPT?kEJx>W`9!MQ=~KG2L62u@KYNwy)1gDsh{CwmS#`GYR0hAt
z{;#B}6gv-pYBW6H@v+n?FsV<auObeU6EcE2`1I_ciNcpwePyFq#RmAFU+ZVlDRqGn
zl~L8NGD>w@D|+KK^DLZdInSO?rfD^CitE(mU9Hz@MaOxo*5jt$c>QztY;2u$AJ*(<
zH?14=T^nR8^YGo^;ejP%Zc?I83M%#w9Ij_cFKe)|q-LD_^vK3wbnjMH#{5XF*6fqd
z9|_TWomwBqIM(czQ*DHrN$#o&_OS6L%k^22MqAi#Z;n>o?^o_>duQH!^ujpxRlmxi
zoD5vP^sb|w-kO*4Gn<#Z#yNFf4%EJv(S1T!B)D-$NXI26URB*mH7N_AxgIEqqNrFK
z>FW!$UJ+5yA3w)FP8ii3V~%I}`Row$+E}$_^?0gx+#F1a_82oZv~dB6cyJ1~BX3e7
zto>EF-W|2^YhSg-4-N@l)g3=ZSFclgP}=dMf`eKm+qtmzd&X8n#-s4WQE!tc4_D<|
z9ZDI3sGW0PUHsuznZ9VfWPYaQnTuNQ`bQbE%RL-6Uy!G~`TYZ(yDeRv(7sVf)2nbg
zC6PHKeWYw**7ezoWQ(4CKr&!EKIZyLZ1M-fUip|M77;;9<xvTXY7?vN>I4v&J^FFk
z=>@|X+3)W=+SzeX70F2^lVQ(+(|prQ#UF6Pw*y7;>w!!uYiou+=#H=%c`RjAa*w|K
zghjGVvVcl&1s`*=WLo}MlchswQcYl%O_yVB!a}`MLa8#DLiCf%X*NqjHdF75au_J2
z6+{(_w#KDjw2ujlvocK)Fb~!D>$n>vFM3H>>;Nf@PF9`$ncf<qG!fSSwMk<|A$pTT
z%(QQR$A;V6Uc~ule7qo@vcG@{Y7us72?%;vZMRNRe=A)hw9buvo&a6FH1tGgl3|m~
zcy`mmlzv^mczKDkJPQrM(8R&GNu7!7;ky;}Hpg40=9KBH(yKbaYn+`%(O?dnNZHDn
zp2)v+eSNR;zVY1eyWf0>EPJu;wqVnHOQEx&QKsN<DqdOXf9gKV^QKKH5TiIf5%C#)
zx>*Pwau<F=8F-?{B-vWT%rse+bK#6j@K$8vrP~{;@IC`3@MHbKf!MmhB*_CA<<jp6
z>C3r8-LX!>IKrl+Aac)u0qAp&%S8)DYBXB44^{CuCF%{K_LvnAkI4+rQ0Eb{qzAV`
zlp#-Nq=LgI!@&)08)*$wzO>aG1EmHL$EqIZ8Rgx4woOy9R^mvQGd<uC&9dBai~4d4
zc}CR9{+hyI7K)@!ZuW-MIexSYqgr*7bXq}gVp1{^$_ec|EX9yk^3!*sCmr&%pvTic
z=a<!aJTC23)r`p5kz=8KH0Vc@nx5gD6o)FM2Ijm7NqoP*;_$ZL`-gUER;<-n>CLcX
zUck{DwyjqS^+567Y|LtK;a+NdZ%ZAVXG7F>1@MycK3vmC2JoC#EVYiFnE!}Et@7U<
zs&BkLMJh|UFHCn|&bl<;bJzg$b&j(9+Z?~Fc{azc2dX7v47c*!?c|L`xeUjR+4=RK
z?b`K0I7xO(?IinA{kb{3!|Kd^`TAiWU-=Y#DOnI7qpG=!@-ckXEwx{<kI%Gu&oiBq
zcr=Jxl%7B2fu%F$=bZOv>CTa*^HAZvfTg>|VY4+hxw5Rf(x^2QF+{zdXipi}DMx{5
zy%M85XZ>yJjd3r1X?qlhR0}QU3fMC*2^9$tj$|s%Zzd|Z@aP}k5f@y-y6{@e)#!h`
z3)>52#;tfjWUll^GSCA33nEiW955d;E+d-gB`|9|616oCeP$o~{3*s^2PG;TKPS2w
zt!lq3rI+@DnV-HXY@vwRE%n^XEHf+YwQH8nbxQ_D5kfS(WxIf#3N*sAHs|3U<%zfx
zmr|YSK_KLJJbM%COM937@*<axw6Xo1aTvyv*^;7v+&UR!2QwwbF)iqV4s#o;^0%TK
zW0YYHH}`x9*`w{&<`|Sf$stiyYW`Psg>P-=13sLuyihllQW;-2k=}IBy~9t)1UXGI
znrC*bjI2ypi{ZRUqk{1Id#n5u@DeVso8`S^@omSUv4g`L)Mx6f%tRRz(iM;Tx?9<H
z-xyV25y-RU-C+K3<$yZ(a=pTD@sT$6AFn`3V=G+i?waaKjZm{Jo2ZQA)g|^8^u))H
zDhCJ{<d)659}tR|@x9I35t0I3yRer%zrGZzho^WEzCPa3t|pv+72j|FKD{2nY~Hu8
zOK871vvMmh3t98IFEkncOzBz-^}=66RbsFYH*>ZVxRa=t(6O>du^t`Q%`nNyh(HH7
zM};S*yDpOZz?RqHFJ^@$OdY93#i7L#Nn<8LTEe34j|<VJp#s^=bt?Z5R9;?eOe+J#
z700m$YIzo4+YyM3Egc0(Hv6Y&LbBN#l*t{ZMs4q+x!xvg7)71cT)M+A!r`H7<(>PF
zqv-YsbkoRGztO&iyc*M$55b6m;;$?hs*7TE_ZpPY<(w<#PzPEq*T%!D{Z0d!g*ft>
zYtkx(=cnU{Ra8H9`Li&vv5(l84)=6Cdi1oapG4#RzEVj(2+}cK6mJ}GwpcILt7Ll(
zJni+P(X9}PCv(U&pn!q6Ih|#-;#(AuxcUfbl?%BFf<D7RCu$|p@sP-FW89zXn82Y3
zkhe?q6)IQRp1W3`i4$YKcUi9r0L&q%HrpTWj&>XDsl4BM<cbn|VVCERp<P1$>PN#)
z^n-8o2F(fms?|i`uizan{^)}sl-QYjQdezqJ}#T=zI)}?m&ASghy|k{Xi-T*FL+9q
z*hJN1eq}^NW&qnsyG;p_8`fxKN)1gnZ!q3rlGpX-w5!>ghvp59x$==}4i~Ed+Lk?N
zm-_oisJvyuiLiV7t^L#p!Q;PgJa*ytVTLTLN+^pu|ChD<$lh_0?JQr8oV0<6H%sm>
zxZIfUnxJY6DFOR@fvtM6HnH&z?gkIdt<hQU7Hj5zFRJtya}~WK3@vvr5xX0TAK7(?
zO?~+;KL2Ef8H<Fy$om3c&i$dgZ9f}ffime7&HKG*Dr0#3t7xP2noWd``R>uMg06Jn
z9Xs6wifwHCuvLNmGrzGrX6^Xzrm|~IW=`OA5On(i`Jvvqkt^~D;&v&OB+n!?Y~qOS
ziv8!kQ}ux<A6^t!+KY6i9*K)3bPcPF9_yc!)!~ASk(k`&rR(v3m#^Qm^Zf5!GW`G*
zb9{4!6NC3T%+(Ds${)+>h>Sr?$hwO@A24*~mWn+}qoFK3$}Ld|u2?hbv(ch8!>F?#
zPF?u-j$~kpyN*%lmWNkAC3MR6D|})kZN!fB3B-<kyXN8(Zz1f+{Ou#99DCkEs7BMG
z^tz}%T^mL@WP?i)!#s*|ysS|^dE0zNPL{uCbr$0pn4pafb13ttAItXVu{Bz=bfjBL
zBi4V#f8w5COD|eOW_K||&8mO?Z)P_9kTLl9wL1LSt-5xLp_x4a#(wB4CTGDwQ8Kfe
zX~{{ln2BuJ6OzmR-cz$EnPl7*W=n}Ia_iY&Q_in8Hyo{GJ|+>0H(szqb@rd}>{G#b
z=IrH^bYuPiQVg^c`Y#mI`GQ%!L2{@m(1i$y8*UG2qx|jbF+WSB$l6Hl<$2obIXRGt
zCMdTLS9iIO#Gc3{dl>KcR|dNn!JoXB%0_nI^=77*pGq#Ftl3R26{rXOS}iqj$JXDL
zdwSpShTv^~te--mp&qB`h(iCP^C^(uCtzkXaA#|*WvhfL-Y4r-%$D~VN#+H)o2}ly
z7S((3$Sm)`*{M31gWjfOqqGtf?OBtc5_e|X0i;3Jp!XZZsxmiQXSH6-UE(?Mak<Pc
zr2Z{2kZw*GNPE6|@O|_YZdb{qmM<Hxf~@`9N`=o>^fzXO?q`w%-75;_P9$s5XvBJM
z-gNwR(L`TFnHd^n>r(bN07eLTv+`VvU(K_vL5m7!UMN-r6PuexrJfMHUGq$|JQvB(
zrm6}@HYOo&z(P&l^H#6W{xr1mpR3Lw@C9YvW@@-uSALRS!ZocJWu@EE@s;bCZ$fb{
zzhJ10OTuy#J(|+gM-oPliX1<igO1k+jNb`Gl`bF3i@wynN+L$GYn4+d$;hHzdqvz3
zlic#n1A!|N`e9mt3f_5)o7Ki!1>TolIh@&SlTMg7qaiA;-FGfQrukk=pQmP>&!$VI
z?Wj+`MX#9VxHd=zE>BUCd0x5Ym;1O2bH&O7p2wBI4M^ZPK`P~W<L}%CKvcB%jJ7M|
z)ON4SMj3~OrgnMh!?79Na%H%7#Txq9jwPR?T;81^-9x+G-`PE1wd(x#MRKK8l8mh=
zEO{?t1qwSoC2Pn*scEO$_3+=0<Q31SkXkk%g}`+O0XejrX{srnLIa+f;xny3dwKfg
zUcv@{MGX+0Oo!yIcAOOy*Etf$8!dQ*cB(tR=>xWI`}t+4oXFyRpWW)Aqt=YwWTrq(
z>Mi_reZNf_5<6pzy#H~nb~-G56G1XvTAjiPLf|}@^C@?HwfmRiIEj^h4}nVCGd`l}
zLE`9B*96$Bw~m8gb4(}~2Krs#dY#iCb#BzDkJO9E1p&j?kG9g#_$jb|TgLQy!NrE0
zg)8?QX-G1x8f$UbgGQ_nkh(mHz>-X=k4fOt|BzL-BV6DrywSc9uofd@?x9l<$h7)^
zrj+{!mtCCkqkl|runCOd&+vy7EozbaUOmAF7SX{8bftF}TLRV>zNKbDyGp)36?3Wm
zK>uQb1rB2dQ4E#E0UDJ%mxJ~cA^PewAFfK|Z89GI5prBq=S@2JY|W@Oog#Ygr$YKj
zCk%~RplSRtrE~(KFp7e7*N1LYxA#c9l0b&F>IdQLEpnMtK&jFZfR&k#H=X@bJWs+>
zdj3u{E2v)GJTu&q-B{>bc26ytRBqp3=A|!_+I#VzCVv*CMjO^y?y3tEy~Dogk0q(k
zcZ;_#c+Tx`c>v2Ku~t8xz0~}~5o%Ln|1c=mn)iY~RYY`B_BR4}?WG+I+t`fWU~UfA
z*kn2nsuxqcpZ@~k!zm&QeVfq!exfKHB*c`o$qxA#w*C&|D}FS$0;~OjwGdOBL}bd%
zYBxlvqyS$k2380bWG{4ybF{k%8vcw?78mjoj{LZMR{5n_l%FJ27W;>T#dc;QHPKI(
z4|>KXn?#-N@RL{|tvp*#z%%SZ;ueAI#ELZ4{M&vs#12<D!l=&#=%Td-eHH8I<^<Vl
zF{Umsgca_8vIg_^`cm+mnR(kr4#=B!R2x-pXCtv#wtRP)_di_aEQ;g~%$r{TO(@Fo
zT9~j-NmyT)2c-1`8TM_lh&~hVre#qhxR$=!W29QpThUldTz475cG@om1?bQ{vzZl@
zmz3_b@vp-bECJu$v*wi|o0rOMtkYb1McH}(_6pnZyyn^T^|}Th{RD3HTA;5F23cOA
z^RiU`?emN1eDQ)}bZm?_fsx64bU}^OHqTHAZ5G3w7iPxIYlmm}rN;_Tc-ao&<KjgU
z8voo2D$9sp?1=3L9F_w5fHZhoBu^Ls59%=la7}P@Th63OGH0Punu$AEJ_*~IzK)>f
zKD2_C<f_wc-qNU~#XZdZq1yQC=lByGy((k(_+<M0_qI=2>VcnT30BPouNj5NSQbF2
zAUAQiDLs**KFsczPr|@{Sg$m|u%%7A65Kc53kWIX?_rvm1(l6(cIyO#7tTfm5s3&Q
zyYtfc?=ABCFJ3s~V7~h~{|n^>5@X|VINbB(Hlr!Ck{*a6wpfx#l4J8P2<Hn~)r0*E
zp_IW&qbZ2+w=~j#4hEFR>A!4-Z2H?B%gv4gsHSi1!HyoFopNch+ZEzvl6H8<BtrQX
zQ_udvyw901$W6px_kr=3Yza<;71-y_Ag9Y08^!O-2jc6ntv4m>U2j)tcfR|CeI!UO
z95(@TTccz}^yM4TGtpmJL!xcCPUnEYl#R>QnH(i)-)7_jW3KnLqx#A1EzHl5CXA<F
zF3Py)XxFyw-1eEHkqo;P>BMJIj9p_+VWZ|qOndr2PT%{{bZmKbSk;(0fSnsL!C+;O
z(qMMyt=oxGR3+W`A!tmsZXt2KPX#Jja(B{^`$3sy%Ot$@z`byD8lJl!L9nSovN|_8
zDAJX%0sRpc(P^uk-xf>cd|=m|o5<t#G0d<ZKG(Lx4$yr+8dtLj*bw?r4jOE*4*}%9
ztkhgE=OT_qbh$w@+AIc7%2CEeMNW)Ks&DbyZ?zQ$J~V-gT{$Y(?!%#JT8f}&^~P6X
zI<Dx0aG2tfw(9P3>rJ?S>xSFgLzi+!)jqJ?MIv-r=c&c-V+3&_Ui!}U@ySe#Y-;DQ
zL)c$;GydxgQO->V#@l~H(C|{EX7rYLP88lN(w{<8LTezjr?(M48P^io7j`6Hdrmi9
zcc3u;q34bh$>L^yG<IX^%Wr0(6X)NBBObZJ_H)Lc($3>?&ZQChKvgavi2TU@Z(~uS
zj>CIqmjqC>`V)eh_pX9MJ?RsVfRHwTkIWhOu5Q8Z9eW;7|7T0bUBp-ZPVm_zaa#En
ztQefZY-ScYh`h`bHbot093%rMmRvU7xIX{OxgMd#wZ^G3Ew<a&Xr1UhkH7LLiWT`2
zz=|M?kKC8Pa1oBt1w6uN&4rjh&-|SQC=z?>q14T-7j-Z9(9^jtK__t-vTbQ3yiMQq
zMf?w%tb$=NESxWaN$3$`TTjQK5^ImD=ot^?{AZ$$koE^@Cu%;x60m%ICQA5?xO<^B
zQhrw^I!o%&+2LLl^6{p>1PQujaKq8>sEth;Uw<fI#ZSDo2p<N`p1g4Wzm_vD7z5H}
z3cs^<E580J)7pTU3`3R7-O+6?w;?l*#d55huk`)ja~HuIoaZ<+XSr!Gv&;<+MsI-)
zP`ly+o;UpYjqaWdpo4Sj4Y~hVN8ax^Tz7en7{D0ulbD`CZPULO7)7u`N4wkHPdS+=
z!9~G*+mmsg7)BO`|2dE^mf>w0*-z9nBfwXK7hCWrz54x1OdQ_dYMveX%5{J*n3)lM
zL+R+|43N4Y#SkO+XEJ?BxPO?u<H2LTG}F2NUbY)d4;+UOMeqoQ4{Z)ALPWoO(h$cn
z88>Hr+0Ew-stx)oFSv95iHf~(cO6}@%+CPUqZB@8r(%)#Uzx?sk@8}~btP}el^LIO
zpl6y4tHtnjk>Q`W!dUig#e6K)<K%!RUWJn2>kA7n{Tc9|gzq|*<M{SVoqr9O_XK8R
z_uac|;fe(CQO94<^4}B6%Vve27YDJvn>k`wN<A#4)*SsZL}c3#2uM5fJw5c72gNSK
z_PvAM&DHd}UG~p*XH&b0hu3s>W9d}=@G&&@rO7{rPd-wJJ9*T3-sSJ{EyaTCZVlVW
zH_Q7qW}U_Ch3$%eCKH&l<CwCG(vGq?NHamhH9_psP4e>CYC3B$j(f*x%l`as=8?tt
z6R!SmZL9ts-yBSu-d?IE&;mz1b^CHj?u-A5G<exeFco)LRt0VU%d*Ge;evrdK^R9U
zv3epmljr=0@jW78go5(vzr%?CS*rifmP-1G!@WOTfd4sRuqOX=!v3-V|1TIrnpY9-
z$qIN(Cn&>+ZZJ^Ws*#Y(8$FBPw9V%6eDdwb%g<R}RrAt8KW!pqX*MWay#Y^s#nU-F
z%3CIWd>9U?+EW<w$%VydYM3u#QsO(r)QGQLqE(O3jh|#;CmeCNz_huHyIh2j&^RtF
z&#~w5caazTKLo{oN_rNzd$YQKo9Y-Adh(u8ndh5(+pu@lJY}A1&F(Kg3B|-5`t?J+
zhGlgW9~%Sg=whZd8rVtx+Ou>ryBBiK<dS<^DE^{!P+dRP1DIfJT?uR-5SFM&1Lu>2
zR$shXpB!-i`C)v2(WlultnSKRCh+0?mf^g)-`ssGKRrd70MBTx(Q6){&E_i#i~eBe
zbtibPLKx@oB|DD%b^|IVOr@w%dwp(Lq|m=XVdVAp1^q-CauQ82Q;P<gq&$n?{(It(
z<iCe-dK(+zH=(h6$$y@>o?!+Z>4auY`5m|5#!6>be1)t0+qILa^LAwST}~bS!Y~ui
zs9q>q<<fG9z+U^caocS_GPOW@jnTZ{Ua5%08QZ*y#;_7OqQrCE;EWXyXZZbF-qZN;
z`Q;pn=cd291EJY|MQ+aD?&ll<=Cad@(<|^DuejZg!Id$p;%6$wMN5BALeVcI^yT+{
z`)eKIuj^jWB&L7&1+!(pPUWB**2#1!@y0JgKdzjKA}H63Flz@9tS?MHD?9hMDOV$r
zp5&WuB!zIohxlx}@BE5pf#hxfqwK&KHZ?gcMd;dNjBu_C@ntOAL%%GZ_LH=$_>a;%
zqc#(t>Z^=D>wbP?DG3r^9K+KaxjpL5*%(xfQ(4IuAEn!~%s6>Q@`jJ@6#vfMg&FZb
z*A(3qo1Pm=G`_TLyU%$}xc^ALFPaMwTm;ODm`3Gi{=Xu5w*}LY2HOsN*10TdIX#mM
zS7ybEH!xDZB19+;Bb6*KP2<!VkEL>ucysAZGw;2F7n4po?Kqv<dl!KNz~b&}y8+U6
zR4GdI2}CUi7xU^$8x0k4{hstcHAeE>ScIR_{yJ2x=|QxS#WwL$c}Esok}P(xNcra9
ztHZ`5j@K)?IQRK<_;Q;Ge-kk4O6u>?pT_9DSr;!l<~u7kne_|!&g0dtlkuo6ZJJtg
z6kvhm6#tRS2R3Z}R&@XN`-k}XTl9<d@S^p(3=(>`X0K>qZD5V5s{Z*)EaI0-57sb_
zRHI#Gr4~$2XIwb>*BL3UfBkF!X>z7~>tG6c?v9RW5o3Vrp0W24#jh{c0<`Fk>pJw~
zTw3uw<sY6y6Cv+UF~qPoj!t~RcIO}cB_4(IP(gtHg)YZ_&tL3fql}YbT3}&82QBiG
z3c1}r<LUsYQJH{zyN<g&Wsxxg;2Y3IDVPau|12;UnFQr+dU`rzB<lq`c$sV`SUI>|
zT1PqmdzMJ&^2;pBU)sk5s$zb4F8JpDBD(4lxpIh&8uI<-Rw1UNJ}N)PKmS;L(xP-D
z#M!3blwajG@WV_rwNp&GT92Z`+yIwL#7)-z-nzWOB6w)TnyUP*I7xkLw+*pgxVBh3
z<Eb4$1Tot(@V2T6UG8bp*+^JNSd^G^o=*tE+vF#X0`E=K`()>BNaac8QI5Gg^lN#n
z)xHB8yD8q6$(dc@DmWc}dLQQ98yZ;b>N$dL<7MZUFC;q>$3txkw#0~(MVT$;aCEWI
z>iH91J9L?RE*GH+e9$7w>H4rM?vBbbG(RJ7RIJDhCvP!^>$f+Sg>r7Y*XQ@eesiLy
z&w|%kMnbA|0`hovmsDPNYyiOlcaPrVn4Sd{-deJqS21+4!k`-STy4J-%xbjhg31f5
z|3&eG*$ce+NfgW+WW)A?jiK<Y1(Ra!be5-*w)nM<$ji{Svw#bdL7RKlHE;Gz8c{<4
z(Wu7}Vw(7J57mH6+msJhFJa^(2r$j7U4n9rA4iv8Hg_xUcFMP(QNIr{#`|n%8)^fY
zsQ)#OpMJ@dQz&$2_RKhU;Hz{g*AH#qGfSs_7t<Nx53`qP@%^2(^X|q3>^^swiz2Ct
z3E*U`dOUrC_F7SZX4?Qw8{7O2WfDv1evH>$Dx3c0EN@;c2g|-qUj)>qhkE`$4b`3f
zG@v6blyHZyWI$A4>LAjAFU()26uxaN**?8m!ncYxH<%uQB!X~$`>#`W=tOP8Yed_+
zt(-}S&#AS6Zh#K-%sJJY-Os6%k<+D8wVjXW(ee4-!DI}^MYhWsm6<Pd%hdq2`RM8d
z@$vuqS)jiRKmcBXJZlJ`{(jJmIc)a)9*dU>8!=)VMZblT^iO$B(SPv}Je;!Afr;WX
z>;042>`X1w#@~C*Vz4$+GC<@&<L3Cb=Z&Z`_k$`W@pu)>OlC#S0@nyr`vF1n0=Fyw
z@4uTPyC*)<3gm<fLA6kb=>zV6XW;lB3n-86etQ?wFG=LN_47svv<N;x%N0Y$>Rm23
zF^LQ$rE6<zTS@UJrS^>~N12$8dg0UD+fsm9@jY=qMWDZ)z?oj>*#CUBTg4*THm_~X
z)i_P$_1GLS8w5<E0<=or(+dyxn4oJG>u<t2{dq4QivLc8EXRLzvv_NggSzBQ*KhOH
zA^6CybEg8Sj)VO=XOWW2U`t2z&7qlz;Uw6};(pDQwq(+0`v~`Ota!!8#*TmSF)y*%
z_K)4EiL>#P;h^j9tz*DAQ@r@7&;=^@DQGu~)yw_iO8sqw@cw;L^7wA=YHmh8JdNv`
zO1t1c4$@O{j=5*W1HgyvJuI*RJj*`d$Aw20am&8O6)F134w5To4wEkV;~mjw&SNn3
z7LGWijCbWI+qPk7{N5#6O#I{k@3wV3uX2$&PCaxA9WPoIW9Zy`s;9k=lp$+frT`%u
zA$lY9j?{_|5_$dC4$as6O{mgY^E%Z`0he0qL~B4r>ZU$A8Pv<E>!w#C_!%CaF8fVf
z=>VCl^@~)EV~UP1@(zZnW7&P%mV<FODTT9hxAL;hVk8Ar4h`Ky4{@)7h}iBi++DgK
zz>PH+B+?d@+-@lN-P+rHe-Do(LPODb3uO2tyx7Lbs`$k#5VCf8VV}|1JBH%cF}}su
z7f#z(9e#u`m&&ehMhGJ;adq=nUSjN()A)X$3m+eBEH%apk!)($@abAxH?CG?Q@bZT
ziBsJq5N_IGkT7o!I5R;h-yqbU0ra?uxdhE&nX_3HH_X~(`#at((QXUbqnrkbQLC)W
z;4nWZswq2kK<4K(z@XwxwpZ%u^d^D|30BfGR6|FZFL$vqG2<)*Q|8O?1@q$*e{nSn
zBLi=+y3QEtJdYs^^EyQ`OPJI`$wd~{Zyyy)6n;CL2WH@GmD$Uuw<8GG{B-qOfmuKS
zjepGU7fufOU8+(U!_2;V_cs0OIXv`x{<i;S;b$=&RS&JJ(a$^$>Sles78e(8Q@=Ze
zp4}#*K;$-%5zb-dBypQ|yi-H`;ejXb3a7^QyR0T0Y%|UeE%D<h2p%zc584J1u}>oe
zH|JKThJmJD@p!Ou@|>|ZvjCUnrk`?XCRYpNswO9E!gL{09|~MD?+6nFt!XYl9n5WJ
zN!Xg=7}KtK(U&J(w#$DNr640_{OI`fYUB0;)yCsxVfss>NRV`~>DhyMqONTvgFATI
zU|!kC#@ZTeyBPT4OhkumjkgQCeWu0kc_U1FC#4Z|v_|kFtWdRguGuZrxOf-$A(>Xk
z5Nk-qeIFaJ{1oL9&9U`!cIP6Y$Am#a?p<w0ZFK-OSG$gWa?dUa_1!$sm^U_3yQdk&
zP#aK?Y=^s*@1h=24@%?;C%?jJ0uCrYLGr!Aq@z=5^o{P|p+Z$t>Iek0o<bG=uxO6^
z@GF_Tp*K5^1cB!Tg%Tbia?ew1Ci=9S@f0f*L$V0_eZm}_7z=kr^pJ?@=yC?@(jE|r
zt*XCoIfnMk#yQ?~zkM}9vUbYni>H#{(xXTLG2D@q#^UbT+;E|c#7Hr*OKkf)^n9_w
zTho`uE-zqH2qLStp8n2SaJ2eS#c@7-49!iqR1!4}(bKpO47h`&@@t0u;Eala+{s*v
zY=~+`35#CUi(goe=2ddrR5CDV=SFIH&bYuEDBDF1j-q!zd;BQ7TNp#qxDug#6No-F
zO7e(6iTby&FHLc~ITTPEwZe89L;0W)v<Y$nuj8jBiJRiXSM_;FsP_{#ffP4&+T;a$
zP)stdP9XBKU$Et4sBVkksy`6-QoNszAAg^)4LRh#Yv|v9$5J@jFBmW8v3=RCa&M>p
zn67||{>sPbO;p}>TMjj95yl>NDmJF;IOm;;H&x1$6;#@4xBj%Tm|s7hht0lTfP%V&
zrT(@QN%PKf_AT%X(smuH;Zwa4lKNr#VmeN5A02W=6(%nWt(>2_h|&vJxfF92;t!XP
z!2*<W$LJKA4Va#*EE~|CClgOQqC}W!<uv(Ew;VJr{bW+M#<(G&ck2HLnQet)!!a;A
zJ{T{O)7@xcPBwm{3hz(TMmWoepMf)xS1d8%gsA@vS$+LH9fWlMjxct!e?xW6RBjJu
zhl$nO(T|1_veRB%t$G~S-9N%RRiV~>efAp^-cE*_+WSR0)f=Ze+U1K(Izin<qHps%
z@MUCbEw1>yk*bt^T5#`Ln5bDoe*+jNr8mXyj@~#Dltu`UVf@#7q{_vtlZUOs62!a>
z|5?&LiEVSc{D%Hmn1yJ9xSjF6Acq*fBrB7M?;pk#6b+f8xA8)!S&Dz$LT9Xo={<ck
zVld+8!&=s5+Kf%X_j);hyRjcg60avQFrGnXHfl$OLHqZ*{%yP$va5v)E4YnWiJ9d(
zdW*e6<G}GI2s;Wr=+$g25#OR?FhvMa;d3T&m(JTDg~9HNCeVrqT%}MyB~q+U4MH-}
z=cC$42t^Y4U$%uSC5fA00(}=T_|ZUj52!q6#7x<yu2LrjY<Z<(3xfN72qdJb$2ny`
zkRwN7!)l1%+{O#}dg}IN8(J=?T*Idj$}SnEqrNJMPtLlXyLa7iiH-sFN`cfd{cYJB
z#MDCdbB=`Vh=v2@+PUo!eNo@13aKi`hazG!Iy&_V4P%fE$ih7>OS)EmhEL%mXn5?w
z_LF}O`y%8KGyZGY8M5`a-RebnYkCJ|s$hyYn70w?-=>JE8a2m_1FbMRgHB;%;3n=3
zl9oR&`LiO6KmI<lM7UwppqLmXREp+#>z(~2A)#ZSak4cx0~ZOEMD^V?6ge2x+#4kl
z86%vu?>fZjA5U^_JnSQO3AMd>s~m&jBRw|Sd#W0He3rwRZaLGmzF=gZ_+&ko6`Fv@
za7}rR95Q`gQ%c7UW9#m{BKDYDHCBeH1NmTb$Z#S*y+N{7Hd4QD_h0@l9$9=cYkh*J
z@Q0^MNqD%MZExcfx4|4Czvy3mu{0l0c}~?#k+Swtf);cg@tVi>Wjk-(`zHnVrC(1V
zO*4R@Wo#Ae)-?9mbs7}dfk#glIlPyFyIRiG7iMUlhMwQ0qI4p4gci|L#JQhmRet-<
zeOQa!HL&?aO=;9}u@GA^hSO+MkW=UW<Px9!{egQLrTb62(vd*X3+`z4%5!l1{dV>N
zG{4Y2tPS&rmN6C!*n*3*hCWwD@ibr-3W;TBo%2GvMY2utf4-U#^m5&NBa%fz3>rnT
z_1VnHGz6}Swh$t#F{Zk=T7TII()&aiVCF?}*O}2OzlZxR(v94H1O0~AE*HTbX+lzE
zsqi^Jog}99E#;vD^(m1g$td^<ExNoXJfIe&`L81NdoEpzdiCTKm;unYTB8J#?k?wl
zkXUj_^2DWuoQJ^#dZBw-e-ceQU_CZ#YT_#1!O9eJ8~gwmx?RbQ{Xa$z*DZ#x<?`mG
z`MgHV!D8KQ%Z)YVfTP~zee5PF_lz#4>1|o^wSB%8kQ9DqXu&nV1GOd2HR*tRy~e)t
zubC0Yk^Z;K9TxUX-vombKfjl+Y(tQo1*2H!=;KYe`OYQGLPpTHO+f*!dEz?;AYbi3
znoX3fM@~Y2f>4suGTC*UZ2F)8)oO{j-!V3k2Fm1m9?MUDG|*~kXrDC3BDOZBJzwQ=
z%QA_S?Hh@zTi)5kla~t1D}cD#6pR{#w>Hg`?V}##drrBAUu{M)7Wy+N3m@)O<6aHg
zr{&s^E$k<&Fwxw@6N}haAr}8D<M-mD+e1&7kxlppP$)yDX%wojlde{WJWAsA68vHf
zgVLk?fy`$2E3p-!xSj0#;4Y9^d5vHz&M#%n_f|PXDfvFNf7`=Kd;K!2{1tsEGCwsN
z(XS_W$jDltql@^+O&QH#r5!nS3ar`jV;iY0B%O<|Dgm{(HqZ}_qMhJ@@7}hb`G&CI
z;+Bia1aVl0nSS$?I`Rd}HM%(Ok@AwSX{s<-Un#gOuupRT2yg9`k4|$VV}3qHMkJ}B
z(rEkrDsMFehsJSxAY-u*TixgPL$OvUhMwbLQUsdJNRo))L&XW=BsmiBJ{Ez@`6|;7
zBol*7OL4@%0eVWllEjzDdcmFdwg_d-)`PgAOBzMu1D2f7@Pk8oVaT%*wyl_N1Mb1X
zC2ye)Y8KM27P51nZ&ySu^XnS&)M#M^>!wXfCK;l|B>M?of>()qRL#uz4Bjx)XoDmZ
z4h`YuEN0zMuHjE?hn0>800ag^Kg^7$3Mb-6!Afp00W#H>q!c)f>|xUyD1MpC=*RBc
zF@9=b$*GxW8w>{0BCN4w-T(=<KVX}e&tdTX2NYYf9q+A}R#H1cc6qV9KVDBfCZ5fA
zAwyKTGorb?;b!(UB-iz5cZpWhZNipdAWQPPsBIZ#J|A1g=l7`LI~z~p#!45l200=>
zmVrpB%Pm@bIWtM`ejxp}w^reGz`l@r9vy)Ze<4xsp5!l^;A^NJj|OqN31e#Nv;doj
z<9(QXHeN<hY%VDQ$Y4I>_y?odyMHBFJy;#CitM(fl=*AfHtS?Q8vUwFQpGL!uBq3t
z>nQ#NB^>&CbQ3n?P5kgKr=fxVCQPaF1n%LfLFhLxrr<cLw3NUiD5|9ZV`9!Bef=PT
z?%QU4f`Z?K;43zCo-<?<zKl<Yd`|QH0|$;KXhlTOtYNJ7A!0f%3b!B0C0Po8&`dIY
zka0*xXCfyD$^Bd8LfmcofCG4gnXuZb!qsybiwV4xf1_<N-jy5QMli6WJos&YfSedS
z@(&UxR9#+OO#nTqGK`(%(hP!Mie|IEg?{AxkuTRYB+}4uL^-`Q8%CL*1XGLEAA741
z%zW;8!P69PO^$AayD7L9IO?hC3|Fb2bUYC;;9pbke>EbfA#Sbm75Mw5Cn1D>B3xH`
zORN?Bwd4lMe5~_+;WaCX71*F^3`IyQf@giw_x|f8(Rk?xyL?ZDRiJ4#j534yoK!54
zAJ$jPhuxZ&jey(50lVKS-NX$BZ^MJ@e)g$d6-&)7aUJVFL1=LbCNDSyn;)MzGJEbq
zTX#~~Xi`KOq#gvV(2Yp5qM$zf;Pnuz(#Y#=&HS}^NzRia-YP?Q!n)N#mr)Z^CB^#3
zo#nmPFsFSX`$cyc4-9(rr#-iV-fAX*kWbV2%%Zk`fB^C9Jqf>SPt^%*gAY4yqbmb@
zJ?7(rOY>YzW!QY@VkM53Ue!M;#Na3KUHS6X+p<iis0Edc=XLN#L~IO_>sm31^s*n}
zexO`%xNwq8m_Reh1KPZ1@9XL(JXS+9Cw=eED=RnC0R}E(oO^K^NjtVsiGu_{d~Cm_
zEI<$A8(N9%*_G^0&ing9M@`Q_UCpYk$a^pb@qDg+s%awxa1MhDX{X>J@Ma90V0f~=
zTDP0{mK<hb4g>1tVHzZ`nvr$PAzPjiTYfE@>h<6Zd`Oob5iypHwNif+Z@t%#mgtxc
z`tY-^ianubxSq2-PV3{vW2%jhFGTzCvdLl)-V2x)VF4M)_I%{krhSlLXA5`8t2UBe
z4acB+nt5vK;S#Hczy1Les0(o2?@d~wa_24wrVoN&zzsCIv}n~=ibJiIOrx<y)c<Bs
zr}Kp)6Z@Zq%2wVE@}imRUzdG{X6U+|CH-i_H*+4r_gLW)xHO~_&1ZiO^SGf2%^K*T
zGqCr!5WGD_?&8(Dv7xwt++m|I_V&n;T1|uit&!^?!x6Q=84XxM3zIr3VZvi99P=+*
zNm6r8^Ra2+Evqk!C85OPkI>9&DD7z6abo;9s~ml45DK|xcDnsSWqM0&KO%-?_}ffS
zp7L;W^#HCy8p&b&J@L3&s2ma?Ije3!+z8czx>-1csw6U^oO{7eBLtWFi^>8Et}LhO
zid?@}dS>pc5EakZek7Rvghz**(g<%efHorgbBTqW?-6&7;kEJ-Wl6#z<{%#8mE>?j
zpp6i`2QzR~${gPWr>+XqzJ5DtVIw$FX8rWtf4Bg+YjyPNh=^GOrv?41#=k8*q2qAd
zm6VSVlT!QxFppo<&`r8o9hwL24XFXpGCqc;6+4;BG@uK$q*13CZ6dc0=Aro~d<WOr
zpY@P<9e^r~)5l2Ih=KZR%_E+OMNA{^qtE3gjS1-ffo3QXWLYMi&;3*t^SKH4Dzu`i
z+g(}s${P7dl67ltT}E|k=a!$}o<;?7ooXs3{KrpcMawlNm}IoleT#6lu@&xDk~2uQ
z9D@4ai#7AbmoiopBz52$E%!La9_Z{|TafGMN9{2;l&&(|8=stQYFj)<;;H^~%Cl41
zZ*;cersX4xbPOV6-A1|>b5PGh|J+c2mj~1%`Zj1(3_wetfZ}K|x~^D#zfXR9=&LTV
zm<$WT2Z~=?^aCFMHH`RNrETBBr!lq{JfLN#)tif~;c4ZtF+mgk*5T~VAO{6Uffpw&
z24@f$n@^t!{vw)_3pzT9x4~IGqfII33{trD+62m~wSmnr69YE90+l~e6H0XqF+YI*
zDJ7&c&Im+_T5XFWyR&{_0?bg_X0?%m!Q8%ND1kY@(b?6A#<Tu}`_c9m4(g@)J3r$d
zlNO1iVW#!kM@U0~1FpBpM7}R;H$fPvIFzlPKPN17jUW64x%fm>voY@AyUoJz-K@H6
zZdGVX>ZNrgG-n|v!FO%a3vGO8<Q&&akvBVRocP0{Wq^5!AU!en%{2jy77vGffi?8r
z!qGdIR@>Jlb_~EQ(UivCK8-pR8Get<;zt=q#t0aUNVzfG%gE$IsE@K8KH)vYcbz{I
zzr&b0id`l{!!WiNp34e#voWwq6*dy>9&KLz_#~Uv0&#@rUymEX@_^w?=Ql}Vx054P
z{bJd7Q|Si>a9wXgsV>;<1GI7phtGY2pMftpK1}Klc^9&~Xy4rAcjJU$Hz>Y3L-$y+
zsuA-Oc60qjy)%6Ux%>8ra)5QeQ@7D5jAfX1q~KB)yIY1O=XsS}rVkQ_lHVsmaX`_m
zR*Dr)`Y>an;2rv+#ILt|Sy5%z9J;&^Q1O!G@ChAjUdpZsmPlLJ)Uy^ar$L?LV}|dr
zR3jO;9nCCs*r;c}wa+tr24u&iaK&?(>uRa52IM~({<4TGA1T;pvE)-KCBCA+<>9?@
zp|0J;-H)Ul6NJsa1ylW$Qzl<qi4?XjOYzZ(p28plO;UHuWWQASOIP@_Tn8(?MMh&p
zJRw=1IfH&WaJ|M46zUsMWHB2{vY_kf8>Fb#p}f_I#N+cj;?E;3aQmx`colyOq`zCj
zwqIuxuRW7V&t0YD>X>YXT%`2|J!n)@CQX#Zty1pOje7P|Cg)fC9{>e8E!=7Q+P{FD
z#$7J}Px>$`4wZ7)Z1=WEsJOW2tq7?ZJ=0cU9T@q=3;X9os<o#NFP*!mR^a*t?;U#X
zn)ig0#En~rMUyg7DUu65vDV%*W=~IUWr+m+<lQkpq3CW|^=}fm3wK}mz2*0jBz=r5
zxb>!J!tpzyf8&ai$E0x;&4_)ei<Qb>Pds&nQlHkK9Lq9mvVDWrCxOE7hr7W?!aa}D
z%^a~-4XI{Pmq^p4jCa!n=h;O;?<RpB43MBHy;8nBOd?2z`XqIKRwcEd45n@BnCpgh
ze5048Ds4~oBy&gcC2{3VqeOi>d;W<Md1o3n83`QtPbg7uWw%aQa%Ibqra+j0MA93(
zL8+r*T4K5}EuNE1%eDC00*VkW3`%pIz9`(cfG3cTZ6$_(hk0qxHeP@)*8}dzGRJ9%
zi)qJjCLLrXS|eOu!%3N;2PO{tdC5x)dET`jl%hH<xgxzd>qKqYDxMD!gBSEa_S9&s
z&p;RIsZR%UQ_~*>&^q2i0(<;N8w`%t_kD)99L29md!qfPdiRyi`*#h!HS5CksJq8t
zCmIp&3`D<&d%we3nTaI*GM70*iXL*1mFp{(5d1>9BaB(cK<2`k)(_9}qJWri-2&z)
zw^iSQzU<h9AFcO(YZCojU1}A`Bh@S!NHd}KmprL^E{V>K{oBCoM|+n8yJ)b?IydF)
zub(~9*CrUXRU%pSOq$bmwdDlbR(G1`GCwf!5}kjrof!MUZ|xpqi`5#&KliVVED+NU
zH@aTnQ~ShTKcHr6kXh)~!CzCK&t^HOaNPh0e1Fze*`M!RQHF8`Dw4PMtW9?NT$d+F
zqI*Jw_GH3)%Wp)PoaT(kA<utb6QvayaMohui1en{30k#hjDJsAPqqnv;b%0IF8g&b
zTehoCXCIL(QApg)RjpLp<zOwiEp*)?dhzPnI?`{4iWP8Lhq23~cxEdy0n0b$vD@9S
zoo~;hP|F>QsrqAY6^<ClgkLa5w>f=Pk~qzoubiLKC#XNu17e)x=TCc=y05hjk=*?a
z4gOOe6Dh5a2}tOz%6$BjQmj?%<8#f6ra3cG2u*p--aok$qeQ6@xK3rQu1L{~JdYTK
z>f&>yGRUxJe{0Ce?RG@Tv@U{(SCFhzfn9BBtmCgn@bYie(w#jpH7U3c9P-Qy#yugw
z+G@Au<ikv&DW@QzHr_)6jFh)<KXdK`=0i%g@!Z2L)KqigSOdm@Gl|s))NxQpD?TDN
zxf1As8bnSXGZIz1dG;Gr8&xjOxsQ?0Lj1(CcZ03KUUL3?)|#<i@Q0v7jb6zK#5gw3
zPnqBIa<WNsiMK*e4xJ;3671>N6;J2un>&g|6&fl9>vz7sg6-8@tF7<~r58iDo_pbk
z8?)XWl#ki<>2X}*2ph8R1xQT2yhvyoxBwKVm3Bv$Hf|>qlnxCFt#G5cJzv=NKI8T~
zPWKNxo%HI(cNd#UbogmCW`M#~IXv}k42CBb&Me|W(21{!_I@9+N30<5Huz#K(c6jo
zmfE}do!#!CiqVBzt(WjLLS-!l<&e}WC~;Z?n8*UqmUATH+UALbwK0JDPfb4gHMwP6
zb9<F|M@#@=a$Tn#EM{~uL$}6Tvm-k;r|gPsA9cSEiQO})yZRq{u3`~5(0S#4&5tcV
zzMQviq&>@t9S_|texUAoIz-g=L*~;yJL&WrT!our@$<)oP3<<Q&>XQI$)(Xp^I{i{
zK%nenj_Ip=X`wmh=mpu9^mJ*MapL#2^mu>qPS|1{Qfv)VqXl)48tnPwxvS@&`RMx*
z_;Gqm(ED@Aw_!sh0-S%IH0%b#64I$Lgu9kIY}Ds-Q1NvqMaLD;;xqoNNx@C1Q1eQm
zp2jR(XyX*b{(K@zBx%$Xfw4{2(4S_QG}W+e26DntcO&NqET_VTj_GL@-{2GY0)9vt
z?aB6BN{hr!#_#SP01sPyeQD2_q|a~XqaR~a*4@s_%-Hk&XOxenBeMvAeJbCx^Ucpx
zdCeM(Z|pD*3#d<@o3fQLhQ3pS=?6C6011F1;@JmK)7Ut!i27*Z29GPvs4}%qMj!kJ
zZ<pt9?y6ml2E#nmS<IF|#Bs2!UTS{SWa2`LFs`xav)`CAq~rU{527{;xv>myQ^xop
zmy>8$Y|bByfINriM9Kt}{rqVE)`5_XfevV0&5>+nmplNXyWvhZNXE%YGyC3+e)`}t
z?OV@#cJouYJ%SB;1P>V>*}dVqZA$u8fg1muXucC1QwRt8r8_k!(VI?Oi`0l*`Z$&3
zyD1vRJ+97cb<cbOR;N(LegPOJL)O)^xZOI<sK<95HB}?KE`9YXo;Zu${>F*YAB3LD
zS1W@ib1fFs@Zc02tn|%alk+yfEMHjc@3sYJOmVTEu2{gE=AMX{q<4WgoXyp}0%cme
zyA`=xRgYhaE7Y@eiB}&#DHG>>*|m#Ghl=H^TwDQRUcYG9lv$q6DAgpMU1g>2fd@_@
zI%wq?pJOUByU8wL{YR1;PckYWeZdxqo3EowlA6Z*8*4odE#Kd&^723{(=Cs&MiC`T
zY4gxJtqV3r8<>0vkP=d;bMfE^Q@5!klILejb)-#(j&80N3Qqm}zFO$zd?nPV%6X$(
zDK$<}7mP!vfOfVx%vU<~TCN}(m#`o5zeC#~5PR}zCZJmuu4AN#jy~H)C5_<S+@UMJ
zff1P(*byz9G_H5d<nRC@$rh==qnfdI=q4JQ^f)c6^a4o&amJt4yLO0ZU}?LDR*BwA
zNk67<;|4j)kpcfoC4*&IrFs$3&%5(KTw3iaeBB$@b{h#@?EU#Hayz3Xj)3X)aUz-&
zz2GIkRiCl15Z!grnJQa!)PP7KAuU>+{7I2LYAHv`FCunyM1!~fimY2>5q-6RX2+G}
zn#L;j=K{U-C1*D_K}xqXWa0Anya8#m!2u~bDh$U#$|!3&4VLNSS_rC#istBczNj;I
z*Qe0m)K2izaD{npR4}e8c%SNc`CY?u6fKduI1D&(#IDakqHw^9`ZqS*)GDl_-<U9T
z@0g;F!GXjK2c0~<FoF2>ttXSXW>t;M*)O9^gRjnUZ~-=8f!2|vyq@lchcO=C+AnGA
z)f;c2zW_NTOrdj^jBfPqzu@599C^4x`-)F%HJLZ>2-RZZ2;>bO#c1!kkg_a#sf3#-
z`=+K8nnsMw%!yapx+RY}u1|hJx^SNvAG;~x9^DY`EAXt?`22>thNV=NVX9F?l>AzQ
zD&ElQo(M^UQEomIu^KbyaoeiwTYm4mdT_<M{$9?@(Mcb|M3VN=U6-*Rn9zvGJXJ7y
zy_`SrJ$K9l-46ak`iBz@mz{<V=HQvD>LMuK-Eye3vsmj^k|Hw(d(hn#x*^5s#fO-t
zkISe^8{xC+45}<2`<chmq79!t)Hs(Ly;X$6u<*2CnyF=ddKB{TT>EE<*W&qoAox|*
zbfzRHdKak-`*kp>D!{Y(FbEOPhQyP_*4B32U9w_rtdraMm<yT&5~8jS9ZtT)`%}}n
zb>u-oQ<qb8(D&}Sy9YX|JQ^X<QTXZNhf5|3iu$o?tn>^i$%n&-+<ipu#QV~i55+E~
z&`6=jQG!89rRK`ds_OH6Gvq0ssY#bF%oZ`1a8hVj#KnSec>2WW$0pO1GB{BN8I={~
z(p~cbvf@XME7?6F+Na5T5!<Vq0??`JazR<^a+LemmxGPZ0qTcz8efPGS3CGhBQ#7c
z(f-L$yp^%Fn&AX>mB7b_$8(wEp(kl|P+u@W#`^6O@EXMnzebD~$|k;f6rH2C!XPt|
zN5`O3Sj-tLfX&RsLtWIClLd2DZMm0h>i6^#x4l}>&%;SPDZ5@$4&lIW*s<UMkX_Bi
zd*>|Fe_4vDJ4*o3?3J-U_X@*KM6A`3R&5mC6`ry6_BVh^%XrE)uWSNP?s73qllnDZ
zaw=jhU;^K8j#+hTQf6q+7UC9q4sc4%^;1EhX0?<`8vZ1ADrtlX_xTkKamK&96)ha8
zU}+du_LZILG&e={NYt=A3a9VG`#@kDr0G~x+-Uy}$r0J4^pn&?6GF&rhQMviC!M|Y
zV|B+)d+-=^?X&ZvWwqD`a75_O(dw(L((@PqMaKTqkDbr3>DhPJgXI`UDwCo;lFmlt
zm3&R#@XS9G+mCColHu5uU-&!}iM9H6_~LW67Zjv)ntS)Wy5&ntXs175Q`_wQ;OsB$
z&0EUeN2}zPO1`y_@kXNPOZ$~q37;E-?qu#=iUO`qy-dPk@AY@Ar=BT`6rv|qe1&`F
za1+BpsWWkuNTF#7_zGIem+OBj6U}=J0n{-ljF}*lewBABr=M1S*dnv6$__D86KSNo
zYD`~A>Yj}$;9j__$tnH%qhd1ZG)#y?=z8tz+u6SJ(dY8b|AvwP1uPV+*K2*wMgYg|
zJMS9GGe6<7SLJFQV=j-E4-Fqivr4vG`p@*j6ULh~#~WQKp_xX+eOkQq_fK?R1q}@g
zlC1b=qZV8^XKeqk)btY7M%=hk172_cWNZt}p~4dbi-g2{d-ok1pTs5$eGz>+iX47q
zAfU2VzwuZjp^BhI@jP;sT?7cI9S$U&x9FVHjQxUqrJ(hj{O3_r$O5R3mjQ4cc6J&}
zEwzkdjchK&bxcCO%dfwj1nEOQ?XAN42ASIn9YG(O<rt6R&bFD}u=Y(rjYk=bEgVAs
zsy47%>9%qoS8CcUQY%N3Uw#iA_Y=`VTyLN8cdv-GI(Pf{TyN5E&K0!)?=GKqRG@JO
zKIC;o1=YoCh-*AIxv@5zc(fh6Ltl9ao-ntdlcdsGaL;4+H2M@#Mx=&F<0h(v1!V#E
zDhmf7G-P#|$R2<K)|$QYefkecs#8}|X$@%}?rnJZxj8&3HCJ@k&eY0FN`xE2nSMq2
z`-3U$T~dx|MlY%rBrr0ED;1u1?QJ|9w!VHMo85+ba_u2Q%kKA2&L$5aST!^F;>9rA
zl&9*eg0Azs{4??WreW08(pERzu78NAoPYgB3s@Ya{W!rVEs?gn6!lYs<W@*<wi;)-
zb}bX!9?GKo_{&n%JV<>?^Qy%=UV<KSMgbAZHM?e%je~Ge!Sggo83_HgmiN4=IxigQ
zT2}F=C$Fx5wG_Z4XWe6?B<AL&M>|x?O)Hlm7$mjO!491{>-`=kb}v0JIF??eoDRA7
z{h;V+u1U36J#Q43svPfkvQ}<zQ7L$bLZ-{=Bp;0}f;u`5y?1D;&tSc8mbSx%zX%&h
z*?Z@l)8}`sp?;#pIt~PBOtAp(*+DnK10X=F+#~QPhNL`_Qz$C0Y7rrh-|Uh_WxpSc
zge!pw>1Ix4Nu^DI0F>$t>t2^`J?kH(897W;CVm($vqbtr6o%r{PYK*sx58aYS(~9p
z!dyt2{5i~@nRs+q1FHvS^)SbR`t>17@VG`u{JG}GYZ_sqA8%^phxsP`^hbj8d64E2
z4j><z;mrEilj|{EZ|-RdAt)$^H9TfqWNfnyE{3CI<kVV1GGuJx){(yLUA&HoLMl*2
zjQc1qGhF)@yjYWkC0DxNz)h_2zd{vI`yDtp0-9^`^AcSruF!q^yy?z+>La*TtHkfD
zB=co?R{eWEVSWky8pc59Z>>mJSdKsxv4&@#s!~|Be%*TJI5C4{+m9X%4-b5X>?~*r
z))0bK+u;98T33G~we_T;5=RqI>L?XgaO31Qj-fBsX-&N9ZswbG(<!hGTW<2JrJ7{W
zC*p=JLN=S}BFEV-u0XH`C&s>v2J^_Zb}A+5s`W(Tkh!#XZM*KnGi%a5JtYB`s&3f!
zWiGGMoCi#n!*wS<`I*vh9_D+!=hsJIX>wZ>YiGMKx5*nC*wx&u`vqcU7IL%aO+DN#
z(BG=|>y$rY=#0oFuc1TAB7_<`=n3%z!Af^Px+}<5-FWibt&;@MU|tK_<g(XY;E1p+
zwAsoF*?j8kWx;E*&;M?pP??KAKgQ;%cK<r>nyXtsZWxvf8+-GVFM@LGo2VK)tDf@k
z+ap&pkStybon<rcx0KeGEj*z*xvrxp!^4dALSCE1YjP4jnMrQc_B9q&Z}fC8Siki#
zXsr{OL!DKSAUFZ})Vt*-b&ZeMjS%8Reqy6<Fc?cKZ3D57RQHFY)IHThN1M8(BpV&f
zHb0cKhU|Bb`>QIVv!gp<k-}G4LE~Ay^>~0Vmyd88Xy^ZtGE54Fa~{jZTB*!F52>jY
z*fCyn;+O{Eco|lk@da<iWN`ZM)Fgn#;9_X5cUI66;Imey*c5LYsUMDSJN>y}oZWd4
z^+rdkM?kY)rO~|`9BJ$V>P8UmU_YTAxd|3QOUgDL_}ey8Jr6zfv}Xyi63i=f>V+P8
zN$(0}IeyS~!JlH%lHye}oiUP{DiN2zFACbqtHTKFf(DAj=ISoFrUai)5UCI8)evHu
zZYgqG_n_Y{Ha>lyQ~XK0X3{Q3XBIllPSsalv0ydcsO=f$3IdITi)B$UJhJFjw332R
zWjnMH(a%yZ<o<s;MjOa6n#b!?+n2n<<Ncm8Og?qFnWK)RS<h^5%$TvnTqe~R9KMkw
z74s39#KP3ATe-z`7oh@Fy#+V#zuid}$xf1;#TWH6Ila>Ulic?Va3oApOfr5r-&La6
z!xeoz=cO`&zuLK_ESU|2ij^2p?9g2oNBr#j<#nKbA7ro&nyIxj5{}kE29a|LzO)@)
zy9}9*f|y}-aW-2`4@kqS-&1|dA+U_Kncw4Yr$9Oc&M#qc_g29rtn~PcVt0WKR1<U{
z%7}KY1C`yr^Js;0KP+Fhy~OIrCI2gY$5*mpQ!p@7Y*cvL$gx<>%QFa;F(InW*dTUx
z7iGZFeYn$a{V9k{o*<FaL*-2u|A<Zer6&uo`-h#r%8VSm!$h*G%%mzxp<&man^3w(
z*s<o^7B+&RH6APz;Cu*%*`1v{OcYW+*wDeYbG@T<Kd#TZ`lt^q#4Jz{q}#_f`KWke
zXgSin|IL#Eg!^V26h(rsq@Y6Td3C8~&Csk04!%odl`JlTsv&%5Y|}ZFSbP<Sz|tSi
zC`;WX%2z*sPM#u#tQ2HU#V#vZ!Bi#sG7I>O8NnmYh9&c0cCqNRE_ra=2&H^uiN*i>
z4RVES5U-_Q5c3zayoR9baZnP|*9OU!tcLQF4>wT>wFbsB2AsQT>%3K=dwEuFo#~93
zZx~5hf`D7b*vbWFvAwXz6dHRnEIBmM^w_1|*g{}a3GP9%L`~L_5Ei^kNJPEUcbt#S
z6Ms1)t+tOere(NuD&^xnJxUjW)tBrgvm=zn#w+wyeV)rH1<-l54qL7v<(OuuO_>R*
z!UMDSY~y0$CoOt>ns-k62y-Rcwu@7^$?N*Wvb`RsgF*1*H6IH2J(CNYw#~b@wVp7w
zn_j1X5nluFct`QE1lZkucxXt;&impduw45BTj1cFd<4oH7#%@RZXzXJF`Zb|ZHq*j
z51~;1zbJbXXsoyQZ5&CSBC|-zEJH%2jF~EP=E#s)NfQytSSa)GP%>1aWXh1zU?@`&
zO$Ze-q@*&G6y<+yb<X$qTmSF-uJx|fI%}PC<oP`Nv-iF4`?|0Dx`^t-sh$^%blV8)
zz&z~!$N0YliKRld-wzeXXS4eeQ4uhhC61oM*jP6@zVQn)6aQfw93)>pZcQ(6>}yEc
zNJ7F&np<iEjb!?Ru9wq9VT$%V%q6~k>FZNNGzC!-V`!CQ;e_H+TsaW+cs&hE8PN*)
z`XFX4U)8y??7bZQv&U`>rpI*<{rY0M7O-ljGK;|#0jWRZXl30hYr?(Ir)!ljC#^)w
z$O{d401Dwi(6Aepp?D~aFPSoa_-FOssHr2E9~q{_72$-ErUY%PZYZ?7A?~+qI1g2*
z3Ovzc*oN$f{@LSl&v9~LNba}?1<~7bD<B86gx~LCD?~|MACCS)NVzjn0L4w*D9)b6
zV2oLzGyA$`^Pyf(!rl&q2o%A;ZE)$ozK1L?wqg(1qI`!iAlKctr>Yv>5Xn5qzh<p~
zG)~#RAlz`mZr}fGL9DIi+}h%#hopr|L}@JV9NoA7b!F+)AP9QpgrlXp7Q!g5kJtZ@
zu))OK2ghs!7N!n`Tl)fGOLcTGD(&~<1Ltk_=R-M;@GoOwit?$e%YK$%&L16+0$)*+
zca{Hm=izoOYOH-bo9pEjW|o`>=uXVXq1#(=2mZB4t*TPL9A!TM1Jn$eW9P(|k$g!b
z!P==4mrd(WeHt3<HbD{<v;`726GVO&16WM8Oa06sJG5Bm!7GT@j{%jt0Ue!s!i@tv
z<NNCxQQL<`Ti(*&h2;v)zSrkIb{5eDqElKNQ=+{~wVwS2GLPE|drnM*!{p!*l{w&l
zQtdf*!420HWQwAyZ=E(qBBU>7cL52aaxfg<h?ssk)Bu~zw;NsAiWlgg%qm@K`oI|k
z+#*PP6LxeLGMBe)OJA(In(4cHZ1lxSv_Lh|RReC43f`z6j@?l$H#=5>?fkx{8q&9)
zzhM;N71Db0%N0;LCqI>f(oj6d$>dF}GqSV)Z~-XKai_{tvQQm*52{T)-eB~e(AW+@
zYdEf;`6F^SJ0nh_zW3&+(<aEP2Y~jO2?cS0wy#+)15;2ewRuqLBpx~qf!rGq_3D{0
zzwKW1iR5udY)c$M$rM1`7yQaE?=0O;)AvCM>W%^XnTDuV=#;rg$^~{<?CK^;Dr1vc
zZ&-+GR?7>2jMFwyxwfTaitF;~zN1A(eJ8)#ZQ6<haE>U$fAEU*FAGr@)9w~CJnuql
zoyr*6&-%2{_kh^h5B}k|uBmL{hn6ia`^O~KNC&&I$dET(x-bGrdnjt{Yz>X>IXLiE
zK%nS}+WegNSw#t2Bcc3yWy%?LJE-7jenj&AQ8>{^=u-V_WVf%X#6ry;T;=y8oG{m1
zSisgPfCEMZ`&aw4n|x;2_DiIiA7nA3m=r7CJ(34OS~c?Pux&Q}rfvO2Yy`~f640-@
z$cW9m6u*2q5zTz2Nys*(YEe73fU<dOBr8BBRaJ89b;#>({tbeIt#7fmX^{n;8*YLk
zySu&zSDk6uonAkLBwV?V=~bA_u@t+5@FV;%rPX~uOIMw1zbmi4NQ$mD<~nZMoF#hc
zuH$;I+txKlMV_+1o-qZ)un<URTc7)dz|M+Yt9;_lm!1E1ar;Mh_ty2aR=&6?6xl2X
ziW;X30>33pg1pQ;bLi;kYb~nb>Q@G_F>BK$CLb>g9b&|UpyI)=Jz2F7a{5sH@|`P^
z!Nt7vQ7Pn&IN8w<*5rRC*9G*+5!AhCedQ1dt_c(W#I{!6i<h(_l|m;;f{ubueEN#E
zqN|QxrMX*y{Ms*fzo^|>W-i))&%o?V06T4pwS?m?F*dWXE2nHKc2QpYC8Jktawccu
ziown^m1r+wYWt{rOJn+p;}}iwK3&$FmC_}B|0b9biakU@%qZj@F40UK>10`@6Eowh
zu7B{M+--hfvHcpoTg?>%OV>BeHQ1(GJMCB&e>*G-6e_*hJcW^Oee-bxu(wmBsxe|}
zt5CLL$+ulM3*<8`27Vyg_)PgvSa@;`zP{qK{};KlF%(tbTa9|iZtfn_-kSaKngKwv
zwB<%t0wMaJ@#^*+(7KxfFSHy`%Gc^UDaXhuj^t(_=aCgFBN-^~Z(>AB5lV<ShFiVe
zn3j+&d}M%3v63yEzCj%c#x24NQ2_M5>)qyFb0Mpdi}|k);zYl;L8^XBs#MA>V)Qhd
z@EBNyM{~of%B+>*EqIHXADCOeeJy5UIdXn9qsuSZAzKb?s+8g5INT%er~a}Ay)Y*u
zV$tLG_5CwnTnr<7uWvYDvE4d1A*D(xIZyh?ZOCt3iCmlIA9jUaFNJ@4zvR5MiAA;F
z<Bbt|t93&REvYF9`ALlg{9At3oWXi4Va!Y2l{ULl;B+~r8&&ziTlB8_`hF>u1!XVT
z-=<VZvF&m?5ad4o)0M4p8tP3kyL;6NzTOHl7gVoV;{QuV+r6TY9*Jq~_b>13<zGmd
zEap70x8=a?&AF~UJKx1K00b<Xu!zjokhyDliCHjTLG;BDMJ2Z-%fv&0y_r;R$+$$M
z3?a|{mC5=E54h|73zK@q3}g&>A^TEXWS)Tjg8k^6iEBx-NCvEpo@HtUkWOZ~m8b`U
zF4e-fP;bS@dtFu2JyK0!sv71ad2LYhJd+y^Y2@N9@6I`&u<N$(eoF>UvH;ns1nOWV
z@}x^`dGCi?J7yRDgvr@c*R26*4Mb^k_Ey`aRySN|Mqg7(iy!->$v+q@e{i{6&yp_m
zJsXmVuTJM5ab2T}k-T3ItBy|?`Aa(*eOnk+JlJE;TsxAEu8NhHcFmtW3b4ej<EOPW
z;kW)L)%-=Otot!!{C6RxYNO#2X&!xN{NTd(T0PCnZL+GMiP}lnW(s~xsbNl98-OvU
z+vNvD>)$iI@_Vs@E;HQ*CF-v8R{M3r*B1O3j+8g_u`hZzQJ9xj)_ama<xJfAJsB^r
z+Y4nEp6IZ?!(Q^uLEXB-J>y73!`YRTnd?4!B!W;nW0<gMF-W>JREXqAiEQ%ft7s1-
znT4--a`awAezgPZ!WdJ7;l_+XGW>@b^nKv$+hr~D`!Rghx#>sV1L`eG&;Ap*Si`;F
z`u){EpP46@Ij2C$0vTr4;(ssm3|dJYYR8Wv_|lc4dww^@6oWe<SH1NypZ|$L&ys49
zX6KsUXyZ5>og#St?pIs;;b>8wo#_g##kb$B{D|5zPEn=wC?3JbHQn_Zt1ArPIi>tF
zW(|6>qsmB+<b#;ncg5OXO&_tMwvu(bifu0qM^~wV$(cg%5MLy&cf6iDCC^Iths=Ad
zxEp|`X52>SMMBLBw9bn<7!bD;IdQaYn*)HO&kq@%EZ;hJH~_%JTl!EZWTZA@I$DbT
z(1w5G-iG9zdSgD{-W)aC{}|=hMMzD{dGcC=)M&!;N{2Aq8FY{RwA!5)8`ZHe-VDM(
zh23Mb{NJU0j<HDjIR{AF(EYw;p7DKT9%J-dt?fnQmMNQ&!M<aguPT{!ava-~D&G7V
z6~i<rjP<KJ`ckU=0T%Cu8KAdxEr+Y9xrc39<EQTOs~u=PQ;H|1!7I5v<vzH$bxzxQ
zCsqH-iPCrNw+pe(Z$20H{Dm)XDVvc#+cZL~vc_#3$F@)Cv-e0`&2Un>>IRVV^QJGh
zwiW)ME)^n`DitOEXv8Vvg*zO?4Xi876g?WOCsGmuF>SZ_{VjzJ#kf`?0wmqgcp|D^
z>Z2%xuVfv$+4>aZ1wsb4xtU)x9w`2*IOJ>L3KIp@j5^t9g?ku0RFl}{Q&ZGz^k>>i
zU7!#vRku=c&PWt7_QFw%AoK391=R9g%mwjg0J8N*eG7}de_g%yyn&rj^yfAD>&xBF
z>fH6{kQ7(YTif1!`AhX|aUeJ>1dCP%8Od-kZ>aPqJbk;eke_{$;rXHwe(D86o|1;~
zp#MlozQ}dGspCYvMSMB(%U%V~F4<#Q`R}?hLP!LW72qRA(zQ&ag{5j_S`%62zPp~!
ziHI;Ivzg%=gjSi__YC@VUf#j7%d}Z}f5(@U>r9~e`HT3CzAdYNPew^71-GA2zcp`*
zE<a_G8E|DoK%f7}Y8#~V%7Ydx99%4_+8LV<WpS8ru~53BBIVO76n1X>KC`yYDy?yG
zn*3$7=e$SOD3`T@D{nt>{{V`t*IoU*^h<?UwM{JNUpl=NmEHSP;JcmWl_<%c+Q{(a
z5c$lL9vDZDHTe1K{08?n-}ESsZ<^LOp)PE2LvdlQ00i++!pf*j=r^W8YVebZ?jP(T
zeS>V4z_kt9qCB4=eQfl#5S4($ta<hY_vU`{&OGf_GN?q!1&{Q1@K`40o}tBT)0%Pv
z*DT7m2&U_-@-C+}zj9xqTJMV3UKPGJ(bOc0T{Af<_=<t9;D$tEE1Kr6`TIiO=$jE3
z7J7eC{P=o9Vb%9Tfok8AKck!H9(W<}%bR1t-^)|;H`cD-ZC>h>CZ=O*eli<&1DeLP
zyNhiVpKM7;$twwekBsal+#Izj4Vc9CbCJ%s2Q6I~K5iz?njQyxZs^Lpw@IH|!on@R
zH74o}dJ}n3OU$FQf8IbQrx)hr$>_?cH>Y6(32Qj%<s}j8;HV`Qm3cQ+gXSt>Y^&9J
z4F^Xa1dID+b!XS_NyUuMvefUO=U<t&VCH6h1jf|as48INdi=shdnBSGPvtQ(EIYl+
zTue*Ix#lGXXC5I3FN$k=Su(f5MQ*yFD(KgpsAViy#}!Mq1pmI5pR~<Y_7p6xdh@oZ
zPiK!R7}xdQXB|DK%$Hl3TuiHHE$*7^eT0LSBUd_T2SzkH4fpli>eg<dt9-fn$6|_}
z^`J~zB||$%QWc964%YE^y`B4YEr5SooR(bxe?s@NU8KfxTgUBpr=ymg@4ig!pm*DQ
zOb_(K3H$0wK;LD-^Fg9+MSA*u8#R43XZ%}sGwv`?{AiwZK{db<Srj!#;H&ETdf{n0
zq{kO>5IcqnmYH(t{~V}cP47JtsiLz~IgF(eb8D@7JeTQsvwL<m@4gx;u)U(B;>L#Q
ztA>(m9xkTe;uX>Smb!6_CFUFvjY)D`<t;7cx;k0!64l2@Mv>zf9@A%6wW19>V+u{K
zXI@U%6M8z#0h_LG8C59cZrDyIqE7z!im6NN9~qOICf}<=L|>wS^7!dzYS|f%<o2wx
zh%4)h9oJcxi40Bc$}`qD)1kiZ9F_Tp2;11{=2z37UbO(4x+Gd9%oBD*%cObb*`$(1
z*;Hn})hr^RmF%*1&FAl(@UZ1*N=}9xpH)XGwakR>u_HjZ0#!#T-b}*#E#SJ;r4vF=
z{?xY7uXX*Dq1wp5jx4Q<gzKhI-kwZTg(FTSH)OO|rLs0w7klb*>_x@=(63~kMbdjw
z1<WX#Ye0t+k#f~i(_O0U#7ip6YgNI5BPIuy$+b+g;FXWqQmAEZk3`)E)ab0j>v|UT
zp6U+3?VgZu@#ZcEVOrcPw1u6{Rg4-Ee1W|xS}v5MV_haeh<gc38a6~@K62yG?=hXf
zOLm1V4+5p)Ip9^E<K`a}46P(fr@iw(OXob{2ehHX{;KCQaajyHRqR<W@*dof%fSz5
z+-udUx-M|*>kPWv5LeB~p+`v=39YPm9?+F=HGHh+Cuh<e(G<HQF@%EkFnmboED$=w
zflU{@oJV7Z9+ja8qVmCqi@@`@!!!q{SFo?hpUp}8g3-A7d@5U`^HO~4Rs-W^54sIE
zlyk?np1E(IgLZJWgRVW}o%Dlubm1l;Kp-r*&Axm()~zf(woVzt(ALnGC+@a}R{;J!
zFL!^!`DF>;a^BPV@VC%`z{e0+=?N<SlczSsILDK%<{{ylnXKPdABbmtbJn}<96cRY
zW7x;hoen5R5^jcwjp6v}EjZ^|qb){%cAba=tOTshHq=!P7>1ZyZdio(UCZ>zNMiq9
zCmwDJ&-M`0&XQ9(0;}}8Ico<miLjExcEpHg=T5o^){E3lB5X{;o^+u5CqdJJLA4t5
z3D0YS=P&;13SHPrA@l}hUwirT*r-sj3Qzao+RV{Q(OWn5;g=S4$9y-z45Co*j02B|
z!xlVB9Y+oue{Lazw67>_9TstADr<xm-4P*m2|n?0l>_yR2AN705lp=7M^&V~PXJR|
z{HbaAKi@?jzaY81u4_OS-{s_QFyB9Xs6r1XR=B%kBOd&U>#2!^kTk4N>tp>bCV0JC
zu}ujfyyQPTTy$9=)Q`O0V+?-3sq9-$%#^4=UD^xtL@tq-XsD26AUl-A9$IDmT!r^E
zPr$~7FO^H}2yyk>MV`KXT&I>59~B`YMCZ6l#m^Y#SR!crCBr~P7x=2MtYjp9#c5cQ
zcUu|1Q`D(FfuDXia+-}n{3)z<(=eEnv|7qMPhhYqo<)r{Ac2NL{)E74!<Bg_Yh5%S
zz9jQkYT3#XrZ0LD`~AXr_$fS^cuxu1+OjbaQEmq2AiPB=QV1WTfREYB@oq-MfdwBk
z{gC6bK~`;sqIV8pH(lT3&>zadeNq3<iGp*4#Qs@MFX)4+OBB$inp!SOeQPJN@WH~g
zTI78soo0-{>C`y4DvI7oJH%9B`$hki?6Mhni*G4Teu8XU0)O7P;nAUokj`B)zq#*(
zFlJ_0_DTEVc@`Eg8EbYvV|63<PCU}euZS)VyuB%=o#XU!D(td<w!>)$9%>oesYjP|
z1Q_TI?#%<*xDf+~@m4iKK@Fv2pI0qnS6PgO$(6oNdzF<37c=%n#~~%OxRQy!l*Ef6
zl|RwU)(A@jdG@OpM6htN(RKBank(Oy7p$N?Bw+&sg)%`r7KUg&`>O2%i(pPR2`nm^
z+KPwlQ3+-0^C2I9h3fOh^&y4t&oax#aB^7Te5wG=3L1ndjV9)tFAPj5{&`h2lymC%
z%u~{`3>;*8xHSBakJOhXo0Sz|q1$+ET3@7T=iDkeP4;myhk;+4@oh}lPa{xv&m11H
z7T(zpU=k+9eBBr+%DxX8nix>o=sAj_(88Xeq11=sN?CPrih5H3?<-M^W6jcir=AqU
zC&krY5!>cHI|8Dpn_IA+^@gbjc{&hl5$g>$Yo0tV8ajjX8_RMmYm*ZF_81;Pcwy|z
zz7JJ$N#q+bZ4^bxe?H?JJ|iY{>gY{D@)?r<en#Q24kesknhu?pL<kaJn_p*kh3RbU
zKrUMX%~|DJ^Whp2`{!4AF?<$U_-=)Fi#6IhSCQR56qcBiQ46tz_Ua)^?DYghP}Si@
z-t>Pq$UmFFfv1rKbe%J2Si(0xaNmXZ<iZFWcgs7zpYo6QUvY#N#LzZ6k$!dj(&Yw{
zSBLig`Fct}lLm*FNZ>i_#k1Rr9<x7d#f>tIn=p@SgUM0;&MhjZ|A|i`_%SC-o@5f_
zH<dXIXbHxScc;+n2=L;!-c!-3?WQN@$}^QnZ#M3Gt{qsCh&Q~mwtn`Ip7qpqzU}V~
z@PloS3)0=u+EKnAWw>{>($NI$*h=0dBSs5%6`l|=fa7&tDgN$UJkCmE$AA4KwV&^W
zcP>6L(w4b+jVE@>I}X{2-|5&SA0yb5lJWO8OpU&?2IORjLHx_CFiYJA2!OJAu>ZC0
z!sWe62U{;xcbIBwfEc*w(!WcG&2PU*q#y1OWyOZ7;s?F|ELG23w$sc_QLMqMcDciA
z=rA{Xb{;(9WN6HY|I`COJlr?``<CDQXJM7UZ>I$QFV@QL@ufSW@jwjLe>Vi47VE{J
zQ(J+Bv`as3^!nYOqqAu$`$5)Q40j~s>e-=Mi>&=2d|-18(&QzSUV;yptCJ{{gwYnx
z*um7360UEO_PMuBf&C%xGiomCJW(!r8>PCUs5_aKH{i+O`V$cMBO2Wi>&VDsAOX>e
zLZKu{T1bAAb9>B#c#juYdz8+$y6Y>GoEp0hFU}NoV(^&=>v}xpgwUZ2QwQOOPLNsa
zQm1h0IvYz2gm8W9SN0hdL0|4HJTY`pG}kHhVVlwi??J_AA@H+141u4y?X>D+;gbC?
zWkj7Oj{KN(t)aotDh!`(6LAUt3?zm6BnVNG8qvY!c;5@*`wgD9XPtA*W^S_0B*5+5
z4MnfZ{+xG{v71PY`aeAA^(jp^O!w*IF}OJ-2&JeQOXG?RJ_%iw5{K2eV~&6Sybj_8
z+&cC*`|;~fZg67pW|ZDjZF|OQu5kQ-qSugdHrInqJF`?qTR<@#e`sU=d-f(o?em<+
zCn<b?4|-QPUZ<UW!xm?9eI_g97K+LGiqobePE_b-^N3MS;lC>w99D^;AHe2PXrq)o
z`mi%&iy#_9F=^CT1#aosdl=Hgl-iE$KuMd}of7*Cj^0-2f`X02?Wo~Lfi}2HQ>+?x
zn0^}TF3)m}15VZdvIvdt(HZ>XcB-8CpX1`N1}|y)5tnf6YP?&+PLh;#Wzu_+@GEx4
z>6{3w7~ZGs{Rvt2)7XsNTf}R{t{zLGHcVb2M-QSgEgU;l9Fv*q#SHYiyAHpz{z^eI
z)owO?e5^~ZhPFgoF5d~z`lU@XATOp|`~|7Dxj67m&bjX!MA5Z3wx#WFPQfaLM=2F*
zo$5M+)p5Itmls;9Oz9%mlp%YAtgZk#{f=RSj{oFF>PwASOaO&jKDw~AMxCGD!|K5?
zB+4Ea8f*?#S?E#MCJyl?^Q}*yHmJqnoF`-YSqB37i{b*_J?5=&Sv&0^ZJKi$Ig;cM
z?_d{cydJu+Bjc8OC|#1A^LCAfS4ib@&>>1fCK%#;IT&^w9WPPNh=5g`;m}Q7hV}7z
z9b54KnG|KjkL6H(ynH_?-a>&R!K;j>LJekn&bA2~CeL<rH$Q$^WOH?B3^~Ev9rtGH
zBX9n>RnGt9Imy_y=c&w%PX9?`osY4XQ1DjLMWP&&)X!nN)zLTA>D1ED?R%cX_WES{
z^X>8c>%d#Hcq<|zqJwW}NNGL2ML=o^^GXpIyPF5B$$q|UfTQqp)pz@yF|g!Gz|nt*
z`M@F<5T><;F;I3EJsh#-V`~Tf^}FFOV@m|1h<$p}6?h7z>L!cnVvt5<L=9D@(wgFR
zjIWSU+n*T(AYt*SJ7;Ah5gRj~N1w|Yin*?vu0j%^8SH}W>A2Tb0k?=k)FgV@QlWHj
zGt>f)`?OjGXngK2-w{X};9kFe`rP-rx_4%MT=?UN`p`mDT{);io}GT(sLZI>?dKjc
za*Gk|85X_9Vl)w1^e$<Jt0Zj%3dj~7vBLVWJ>%{<&#wop8dr1Ow#YX>^WI;P=kEzS
zrF9V_6Ipe1zuK7G4fwU_jL5Z}whepSVa$k50T=B4WNkSEc1DDH&vX5LJQN<1N`#1<
z;-MRINmn?~UUnA;-EzmJ-NXYR?ADN=AZh~{h-D?Lu=mp-KJ)(2XEU#Plq}wYksGRd
z#gJ>>ptUJCS8kU(o5hux@1WueLvJwwRii$jfewGxCUn&#(Q_>X2)%mLyE9Ng`#oAX
zS42E6M)(>3>Zu717Nzb9__RsXRdAW0{+(lAWV#lWfj~s3XnW06RMc4ZI_OVQN1`K!
z4F&Bnp;DAnD(X71NynOT5X+t<-zko=PcTTh%*LGYV$vJ-Y`@Y6x89CWrjHXHQuDSi
zs%wMd1i4Qj2Yd77#EkzUMPMB-@|qrS{LOyRzDGuLAVJ*$hwc0>hW|@wV#1Q{S7+B`
zazu#C5Bm!Gtlm+27m?n$VBlc%0c&LJ?^)?~qqVUs-?AwGXEq&I_6=milW0ohJqcIJ
z5_K)5mmezbC^>o<h0{>+-Or{Ynp&Q$6?rZdEAuT(9DOH;bp25=FP_~h_LB7_+PNyG
zoujkhpFvqq-v!@D?{T(<2#~rRzxbwZrs{0(IDot@nOX+_C*y#YvR_C5q_0Q#v3A`(
zc6|q&Gnx82F|04@j0nUNKi>X?>!J1B*u(*};w?%wo(_cbDEz&8Pm3bjSv`MudkmSk
z<p!I-fsskD1az;8$1fnDK)3zW5@$cw$cRzKFI#t;?0Z(Rf7dnW(Fm41@*t+&!9x0+
zDcwprr-hA`VM`yK1O9HlBzMbChW&Y8H4i=$fQ-r)#OGX;@A(6q>)I!zC8C$wnD^{v
zZsBxhGOs1&_~?sxmC4gMJw1o!d+>vgkS<u{9x53v!+fMVJm|lOy9%ZVo^6WZ74BuZ
z#2+-{*nQjkDtjm4)J82D39B^BH|0*L${Tl`U4v+1&s-`}0<=?9xzzUdp}P>gq>j}u
znQm3M<QROg;5c`mRCQ}oIe3)ml(+H>e^z4!E+!w1B*lgjL@5sk0>~aO=XL6wjf`q!
z9n(XWEl$T;jJ~s3Kv4LLlB+9HlSyDJ5y$5Ryo)tSrXhFopwbqvq0_IiAM}os_O#&Q
zDz9NZGQLcoM6<sBk{<W$Ri_X3nG;D#Wh-QCjn{XO!&I7gzG0+9`*7ttTZw4Bn@DA@
zy)bPaeQ}lA;od0xl>(Pmv#Q5;G2>fvl29)bOT|9<d|tiQUbb{ddb)G^0AilGH{(sA
z5H&@9jlX!t8B`0CQ39d0ct@LxV{lMkyx`N%gcLNTE1HJ?YirsD@xqIDeLh~vckM=X
zGlu)PGt1w(U4(|*mzB$nDN#|zj88DkFT%HRXyvr)o0{O7-IhES?p9$_h>6oW)|nHU
zDP?(W4N3R?y4wQMob4V^%kI<*y|`eiAiqj6YAfv=Q|WZ{FX$TmQo1<6FZAM|l=$1+
z6_58L6AbdcGn{IpqR)5LFg^7wDZj`cZIphV^@(2Uk$4{+IwF6I_eB(Gs}l83dw9Kn
zw*12d;5JGJjet|iQaVG+p9w`RE&XzSm9=@?wTphBKIScN&!FAQLr3A+i7z(8d5xx&
zi(ay1{BSVt$FM4<s#kC+cSVCgEO5`dYl=WgBz6^NjJ}g{^=VvY(LA66agGE4!E3Q!
zclSjMN1n7uXwYn)M)t%XJa;5OWb1Yl)8<CT8_`BnVAx*E@4}Q==b_G-H_q!!Y*7o^
zm{~*3E2(_yUF%f(4rJJ>Q_`qTibfvw|H-Z&qb%NUsm2qlNM4bb25RJJJKb7!IzOJ%
zOOAy01{ulNO54P3by;{lJ84?BIsMQhhj*4FQ9FxCu5Jw|A%A-yRAfZJzLoT2v^1}G
z8cxJys4fPzhkym`nk_^7MC052tm}vFO+@tU;F`Ub9j??1hU_q0OxgNWU5n5Nx^+o?
zRoAg;bpDOGsyg|vZ|MVRY8WgD0})rYS*XN{f)JFYZDs0<sV<L4ZUv$hR|_}wskf}q
z3hTdTSyw~Gs<i_?_KYk&eK3bw_H6j$m1h%^i(ST`c{O*%?xH$vd`|t7MdB4iC!zet
z1Y{WJu5?x&ao%+7;LG8hLT?$8B(cI7sBFUd$%b@-APH|J$V68PJ(FliWT4;st1reA
zzMv)aQt?zE){u!*8Vk^p2#G&xXPdxL$%VMD-UFng=Ig%s|DN;zfh4y*s1z{9uH@32
z)R~txzjNz9Lc7{LSDK!p_7YsNitPK)?AKh$G7^aEE(cQ7`FbxsI;(Ho_8OivKb@)K
zZ%X(piohavFU~~*s>eS#*Y(nOy#IdI-~>C%PfeE-a6|L>Vzcq}3MZ}<OhenlI`Pwo
z_}ehoGo*X~qsS(ZUuvVnhZkrwN&N7z$hPjNN@yqCJa;C~<df?*u)e}3T9-FOB&(xZ
zKgF7Me%htp{4RL7nM>5kL@w&A<_Y3WMNRk`^i0UredG7Nb1^rkGkuhod6(BeTmV{s
zV;g<Cpw%XzMD|mqX|qSI(=K*dYAuF<hTy){9)&8!(e%2#YLRnS8cG_HY`VP*H%Y{e
z_&;Ega3H7xnaao9=&Be&tkGg%;<-2^vNAO$^3=9(g&ie(#%e<sr5vuWj>r>f@DKxc
zgoCjYz@jcZbJ|TG-fx`6D<U;T864X-spLRY#cpW)ZJj*0i59n`BPIj`1U1l}D>#)e
zDr|bysAxzkm8lKZm*Pe`wIG10m(c&lJt%?-18s>_-wx@#fs91{V9D9fAeyv~9AT35
z6-*aAViFr2xcV9NBxJZ2O+U|sBjt`pO}dJGFSesUC(OE|@(K*%MDS)Ule!MhT5bQx
z7iOxk+a*&~rn*m>w`J6L-gYpTm2vki3ufin{E@MRMPwptG8AfZZU@<a;$mu?&lxY+
zVYB_#zlat`zL0SHO~`wY@0$0fJ07b@vIqw8$V-W66)oT)5x&>5lzj9oA~l=EIs_B~
z&n{_@>nv;PZ3>sS-<$aB`b*47bll|5)BBcM+B;}_&(GxWLG#az`Ij_T%=U(@uHX1-
zD_)?#=zG?FwS1);+DK2chYDYOf7x;QLGPbRLITNMI{R^z&PU``m+k)-XXvk?FAS{J
zr1e5XXolE~)`w;_{1pX~$D9<A(`Fz4gP%yR{}&s&^~%~LZTW2=631(vnxw^h95=6=
z3XiN!Yj{3t=_+Txd*Xmq+-fH4`-g6QVQSPT*GnmoJ-&c<DwkEsWjXZd4<sc;NvI8`
zc%l+kI{KcKJsyWqAEl}0AAI;7irr0Hcf=&n-=m!Kn>Unb*-xb(z`0dWd;RIKrFpqc
zKn}ms(TD4Ypl~Y5W^>hOwX#9eIUa<aYxJMMOZ?>|iR9U7sYbMDKZ%G7uj?#HekkmW
z1fLjemYukiuziNy*8STqqG||JeHc~&)}QJ45^)r!Asg_xO2Y9O;Q@>bkMJ?;WBi6q
z1bDFiAuG6Y%<jM=E88{It@%+6zuP?DauB8b0YWgFWeyX4zfO^_#kIHY0(1NyVE!~0
z$)6J6`HunEwiI^$&tAF5XpphR1Udy(E@=+B1?T`Kk&iz~K7MUlMwHawkB`!iPu>XJ
zu`pEkjF}D!3(KU#Nc)1=2!1b2K{C#Nl`+%52kj8a&v{u5L9ePmq0?<PhTQJG0nI<)
z1vhe#b+%(;LfDBbA1VBgMQ~_}Tm2m6qf6RrJj^5*K#Al*7BM>f*mT0SCddwL+H5t_
zs(CE_2Uq*?l3DmD3Sw*bcbnR+0q3@waor7^^{uIEKD++<DF^WLv{onmdLVN6!*kJ{
zGQMAWKW$#h|3G*J*tJWim{86yycY@j@mb}k9^6K0YeqEa-jd7wqT9c_v^G-xx_y-k
z3V2;Fe<Xn9A`;w;n{5f}3@F1cfZ{yF5P>ZJPq5WWPfJiHznZ&eDS9_vSN?5ZC*Oeb
zh@!w*!@ro044^kZLDZYuz8*JjGc)}G=uBlF_Fb;KkQ_O{OWOLyhWeQS4ZOIMcm4xw
ztyvK1hYQ$7T^TEGDJWA7p{3SOGNR==LRb6s{+#eTlcqyC%ztVFC!PmbVCooQH}+Xi
zY+mWIMlFg{g1s)!FF%J7rm?!i`+t7@5M&1_i;=`~Q9Y`F_TQ8fc%+X>nPNu*QniQ}
zz50KTQ3wmjq04n}7tpt?|8bLaN70hgaKq7Cj+6f}LECF(vGAW4_EAR5sOxW&pxN<p
zrt+>wRiG;T%)AEgO@7{VL9K|jJ085P6FmI&y~&g3jo1-WeA(#4N=71WWODaI<w$~x
z!v=gw1$~~nSW=KPKmG>-b6gjicVx@mBpM2jPCwM0l2Aze*alo+^9LB4hq7%D0g`$c
zJA0x1p+1N2(zta=40<)B0M!!{TGNE=K~<k~u)(^|5)=2LlaK>g@gv#0K9B7jG*z2F
z0=4_qW&-|gyhHqMnpNi(wvfPQgtoyfItB*;JWp#*&i@9v^c;{;$vf22)Qpqf8A9`>
zO`eUwZ!Z$OiG$~Ea)=;)0kbZBodE43Jl@KLQ;d-%-XliwG3YSm_q|7cXFL!We0Cep
ziI_;Vwr@8RnDAFyhVYK%@fmRUITRy2_~B2W$woG!&~r+$dNsk|-D3ZK!drTyEENe@
z8gPHfO(_{^#g=1=&v=Uz`#st5ml~=?9G2thy}j=1=m_+ZFO(VjFf$k%pTLo%E!TGu
ziO{sp9bhoqKIg2G_)L!qYS_AG21Rht#70Q;3`1Ia@<@CN?cWSJ0vWQ)7B5bB0%t!K
z|69HCvHC$=Z3s!kH|^cIdR#w%DI8!`)IzBGr&SzJ|5(W34t4mXb9wQK?Sm)iKu|SK
zuJ0R0n@7R-K^H?q4+odc8Y0WqW#!Dvqb)5db_*`p$9jM>NC>`!C9zdRy>~-sEr1g$
zwW*@yP@h^2BPo1~!%-|Y3MyqK{dspu_^QIX$<B%d1#}Z5Jzs)zh0vs$97hjTHPQF|
zQw^AxIG%jSi}r&$T;5%^L>q!c9Jpy;AR6D`VWw2Vf4MNwD{yAqai@=nrNra`lEcxp
z&5l$Bx;5#T={W#k8U4xlHEG+k>}{$RFVf^)^*&tlQ&}h_)K}r1H_|HY+y{q8>sC$^
zG))QGL`y53X^s@=_R$YXQPY^yPsQo&5%7vY*NPSG%Wh-c(lwNGI|RUB$(L-S5?@$e
z2){_Ym0iw$7!|Yi)QjIxZkFsO!*DeY06*R*679AP!SXS(qx8m$<43LS*PHBUU4R?Z
zA2a%0=X`Krz$qeAyo{DSiU@fWZ<AwV@ekbg(Ct*2IJIhPkgcHuX6;OGdRosKH4Z1P
zSa1J&n10JIb*ziOT|!78<(wGObhA(T?QasDw{aF!L9@*iMaHp3r4wU@_G+(NTUJDx
z{y>Y7rI~s2Ylp#t_)9yYYhe$L3ah+KX*X3-hOA3H**%_HrlhBZ30Sm&fJHK+&?vbU
zeWmSMQivQqI@iL8dvap@3{L;<UG=je`%Eo22TgB|4*6auXs)s=-~3S_4R5S4W2Iqp
z*4E(Oa&5Wqj6U_Ep7kQe`(j6}KWlhuEAh~i&)kcfzhisjB3mG?mK&ZCn8CI^)3kHj
zqj%=9B!&0%7~tp0^?YqsOQR#;i7@1Nc`%d~?{BgUt<76H)`i@Qk3_I|QU+fkHvl(<
zNPatqW{w<Q8w!v-fBzT;OefPFKfk`Ms_!_`oYHcMe#<%%WdAMCcU-_`Vi-iPLpR_2
zT6>md?^g4T5e~bSaEzyx*{XG9ooSrZL7ckfJ}wjAvs*2LwD~mUQGyRwXwXfQr|f&3
z#-o^9c*gpOy@Ao$GSEDBB@uy@phqo<!jVZX38j^r-GxJS*t&pC-1%&*3KG3VjU(I_
zE)}aD+{P&}uqu+A4pU?c3a)d0H@rzK86tG~uV3xq_|cd+Hp)QPYkKo9fK=(&6L(&C
z`t%0>Ly|l0$Mw7Xo}1cv8(h7P(`aYXe=NDQ)^&BNu~Cx+c8Oie=e(UaL2V8@d*E5+
zi6iYt?oQJirIg{mHZ%1^4H|TNo!y-q?4@(cT@_~oABzP|k6G^wpGNQGR~xwHKBDe$
zsaR2d&QIvi?G%jna8FW4Ko)y8R_Y{a-Y&aq+I&a$Lk2#4t!u2#$q9}B(vyyjPou?U
zF^9}9b(f|HzT@^Ju_nE!kmQ^(B)+P2C@GwS%#g<1O`$0;xy-Phk^Qt{D57Bg#|_4B
zwM(5E+N0?z)i!`8Jk{l=NuK5~T(7Nf?V-&GCeYocVrJ5#kr~sI`1l~lyLmfe?It1S
zn-n_zOuL$(HwqK-#`s&LMU{vb$7h|jYMm^txK200th<RAYK`s{f?3}Mety42K$HIF
zp*|Umm&82XdnPi}xCWttbFH!Zfk(qPBDh!&SG8rSzB=TA@G>cV%`QiW?W*CMO;bPM
zKH9MR&EqpKOZKxrI&&uq8?4}Y>mv^m`9rp$m~RP3v)k_6QKN1~tmXEc`wAL>h{P<I
zsProIRuV1Ig8zg`(QUPDrqh_CGWH@<xj`?aY%5EWY-S!Ni7s0o!pK_NCqLL2n~X<f
ztp9-Cjgai<e8jn}!PTH(>^NBc!!7hHvZy`7aEVI9&8}$L=H#==wq}NO&)2jdH0OW3
z1r8(I@Z<aJ9OqzmaQu=pkdM)2R=E%JEgSos#dl^=(X7)4m1qbwd0p;4g!m!&MI?d?
z_7Ei$$<;{5KnR2>#85qJK9MtmjU>7=`2P2o5oX${aLwtW$VJBS-{~tfbI3+GzqV<a
zcI`nxUep9D0DUQ7!Os|eAfSWLGP>|}lk^}k3*zcMi_^8kyt&xEYIg|>%IuS>8Z11r
z>H?3)%Vh-x1t*i`T(mu{ogP^~+}mdfR+^9DW?050oX%XqU{CWNf_fKCdDpM@+iYGH
zgwY-#5Zt^_Q`bojejC2R<$l;=0Lagr#Mx!x7hK5e@4)$v+@%jGXn5CpIf8nzLM+ov
z0shH_Z2L+KS*c|=b-5Oa(ryd+-gl2xh~xs#wH56Ja8^5KLv!}s5TGq}m(G6zF!=on
zdw79SEAy>Nv-e$6mf;@@{E4Q6wt4gKk*)J=b4435mBO;#Tz%`0q2wfF8b2Tbw7N;|
z=_&5@_J#CC*Lk%20GGBPh6~_Gqyo9V6ShNItQ#<ehO6pyMm02mTuIcq+R*1p`W<8v
zBPRipdf;Na>S^bU0oowF55dfr?M8XNn}2+dzV@1DmnYW0F?I73H_{DTc^j$te>*|{
z=a**F+!OoMaPylX>uetVxUz-_^^G}&-(s9_U65Kc|BQNdAEs|SJ`5lgqf9UHC2gbh
ztH-%h&U-!+9>=%TCv=LGvWKB<y(Nj%vaa--aNK#ei1lP5a9u44zC~>++nN#duf(j0
z_mv@0=k?^J1P199zPVH%$LET!!X%4JWOzjnDnPoqoH4sGz2AK6GQsDF3Brcd!No!j
z?h?^IIM?lN7j`TCn#adCG>kk|6oo-p?!iTmgw1&ly{<I*6n{q51`QSo(5zWbOLh5G
zn{w-~{POy?83+<rQ-hh?VKT73VyASy2fAUu=%ogBBRSj%axBMuZ&iTBLAlRFlrXsm
zqniPzq$^9domH2Wm_^TtQrw3ji5-i}0=^%-AJm!G{~JSf9Th5v`_&&|5?cJJx+!;G
zu+<f1<Q8G0yUbNDYrgiF;a`pPVmBMj%OK3p=HOI}2Be!R+<8f}L!1_|WY|ZYE|lC9
zw!A0S=KSA+3MXxE@Ra81jYwj2IEMW~3A>?F!2zn{$GV|W(c|8J%k^P`hQKnx2_&j+
z>591`#^zs$CWT&qdy&nqGbYl3uRuor0Iqb>jlH-tl1XEOXs<~aUkougzfpJkOW*ng
z6RYA5k4tgxy4@gm=*<8A)nT9B^>Ibg_rdtBmh2rK7_whs{z&j9^2K~tf5FPbwx|u0
zGSyOp!(SiAUNPso{DN<K)3)Dqc76B_<`#9RS5lGWDz4sUFye0EHn_3{_k8vW8t^W2
ztB(OnE6R~Bwv$fzjkbyokRyu>q8oAi(Oa}yr|UmSxlRN=#W?!6Dw?zaKz`qTft9`{
z-`VJb+B)I|(^JmfC(c?5pemVxd8H0KAlv6(6}@#&{x%z)Qs&!|r96l&=H9FLu^(IM
z<c7(w{r^wL!+U9{@Q%2L?bpmwYL}YpTGa#vin><?%P6~k?wxuM)zti(CvTMYV0mQF
zbxVSXr7lX4A>4y{LK<7FXH7o?Wz)R^IWo#mn|0KQrz=c-5uWu-L%pGzMsj+KK}_R)
zk_XND$+?+TscAt2XT;k_1TF~N5I9mZH>q#&A;TP9r38ZTa=aKxdjYAGj*1vby*@XK
zu#<{jt=y~W@=P1PGulh5S17F1mdqK$X2;B_y~#^u7Y`Jg?ca?M{LO1XTFg7Uil~n4
zJX~$+i=N)-tQ)#erm&9cz?4(9Szr3znV^R6x<K_*oYk8L!k65eGcIws|K30)>hkgH
z4{+mdd%8-=iJZ!aq(zD`2&3CIe;Dihw*-Q;HpWAj(9USR`RV*-rj}QLQkg;XrN%CZ
zR@?C>n57}jf~$AX$S(_1Fc#&VK68q3ALhjd-^Jzzp*6S;`Hn@(G0VCU*tZmEugm`~
z;A(PdNg@>#&^wtR=2~=Ws=;T$Do~~!t7;&aR&unU!bK|I6J9x&8+YIHE6so2;MKrd
zkk|grzULdEL87aygV1GB;czkHgpmDEXF!mVuE-F7vE2#v!?QPW`%1ojQ{t#~)u8*m
zzZKd}gBS-j;FL<`ltHK6{fE=X=!b%*l<Z};fEvB~d6!41r0aw?<C8_>cYoo2))ncV
z5YoM7np+=mXbdAs*J_rmf$*DzN%pB{b99S$NbJ8$m2+Ub|9$oMiFdi`bfk^rVaxVk
zkN%86Njpcc*!H?LpJoV~Q1${=uJuXc8=)L(g-s*RAr*?W-5qnvJrF5>geOYvl0p4H
zbBm(~suY(~>9=#)l|)27?rLIZP6>vZ&RL|EJ1r_PabO>4@2;ZXEMs%ipv3b=hk*61
z1Fx>+a1V6?#Z5Un2M9f7Z9Tp=qZ%eS^HM#T+aU$E^&o~l!VI5S?rE~m?u@3lTKe*q
zV|9OYl=IClHXWnpfd+;Xs{;ftYcvkbG8C+Qd%nphPI6=@M>_80i6;KC8UFk719@>(
zFkNWx%6s1Ma-1&QY-Mhtnf!-he~@#e`Z5me#h%g{%sCE(>;Hc*44y<9sJ4wMfu4@N
z|JUaAF*>L_VmF$^jWE!4R_C+cND!-L?(j&k&&#gxzB~VW7U`7qnN$PAgKBx64U_qK
zR@=hIAeEb;(>xk;mP&2tJrCKx^dvK@C@%eb1M@ZWzXJ}mcX1p8vfa~^cAQ2sQP4TC
zK$dO2WT*+(vSR<qAvvF=adA?L5+7BM+%pKtt(3CJ7r`jZji2l;9&1gx1FzfO&Yms|
zZ{Nlx9b`1zmTB|pddwG%v5K)*CGDH1Id9rrUU+ZoN$H~`Kuc2amAe-Ix2!}~jS-x7
zvw9j`0Ra;BAN(8k4+@2d9xsZj2Y@tVxO!{3;Qf*>`K$RPKMG_P<%T7v*8vqChER4Q
z8hbj(>MT+`aPP3|{%Pi=QYY-+ZQ<;E_=ZTjc1J2uoee&10NGizw`6nPAuX9&_JFan
zhO_E<roMjx7=kpQGa)JY9;t{CF5I)8xzg2fq9#SEQky-y1aQ4kp*pHJF25*s!*;H3
zR0%WoPivxoU7BFJAGh@?Fp&Vmsj;`nz?kFt;=MpJwT_*0`ocU0r{nz;?by2R4nkL5
zo#kNk#0o3Yc%?C~7WIeTl9Pg=f1tCd)mk9l@d>T<6%G}kFZm)_-v!in;AOd0sZ*BZ
zwlBGUhLJs&w3dW+`47f!&H>pW=&j~Es?;tc_?!u1bUNqa<PA6$=I;@Z;2ZVZqGm3k
zj7gDDDzS|jhB)+O^bv^Ud8GC79jp|5_R^U5G|#6yXBX<3_4E$cP5L5!ow(21k?85h
z3N62_IXG~mypobtrE|U)-E^(TXrq^QWBT19V)<&xt2-~GqS7oFBwPy^@Fex<^RBUy
zUv0|0_2jtpa^`_0&iCNlrB^wS5%}|~iADL0eHG@oUE#Jzh7dZM;?Nw5vvz*`hag7^
z+jka;N<JP>ss+zSmffvG#86VXpOICHRf{!@H3<cWKV><C7M&pBoAGifM}XF+plv+1
zolcNFgh%6>^w60@5ZFlG(Z(%dDpJoj_>v4%lWC5M&7!|;@{9$!m{PU3xq2eQG#8c5
z`Sfy6a8bRq<kVA=TkM0>9(y+2XpAo`^HKR)kt01l@y*_nt0M?a^b~~CwQ}LtohgGL
z1?B6JPR{X=1E9yAS<A^ea}#;K)V}bHu4@{nwC*kL8QBa$qpXhw+Gp5(&!-MLH++j)
zY9Xx=LvX`yzfA7>9;mtPyvD)y1!M+H0v`L0w(CB>y7RioSkbLsNhs=@%<jIt<sE2P
z&mmMthO^qMOVMjKvuS<1Xtre_fU9PtDB{a2lGYSfMVM6ef+YQ|%B5+$#Qvs2Ik!Ko
zM)Zp<r}9w{(7(&Z%!G`d!c`AW?8?i}9X(~q{)-4rR4>Eg`iE+t2b_{~#!H2LCbIVa
z$t9{OF$tp8MY!ShRCc!{pMS_aa0Qq{*|9J779Eiu%5%qnS?P%p?+-~&^ZaZlE+<Z|
zV|nV~(%WiK%N2;m3Z@vRt!Vb+;W$A`ApkMDH<n0F*VmgqW9`GPvKaaDJU2Su7&Dv&
z`KjS55pxeri@J8bxTVKE^`N@uG)L(x4IK>`t;X!KXNbO)sU_~x(==}04529R3cjo<
zczdVeyNM}twm8W_CC8C&>H=S+^KD2Pn#tPUAUz#?(;HF9d-^q>a&BRO_mebn(utiK
z{eN5!9RnJcJ%X$gq0NR16`Ck9u5%Mnl1@|d8+W*$Rn&EzJ&7?TAn$RVeEweGUFH@i
zFu+yLUQQ@U9oLXt?-D8n@=fNg3$8Eb`vRk3(m}k>Uc47)(aiZko>%xkT!7(6$vZ3<
zG_$iE`wVm(&6jHyBU9aD!ICY{%3Q{GVX8Qzf=25g%%Zd#Vx!E=&dNsEF4}4fC$h1L
zyK1#G@;4z3u-#snDT@9dq&H|Ig7Ef}l1(=V_Rz|NZYlxoP#TJ+n{6V+zR3q!1s*+X
zXS2Fm9RX_urhDrDl!p8i5km(Q4|*lwd(~ezgGyOSMnmM8B-Sw22RG1P4jWMqT`3u6
zQsnVy_t(&wuSMn!BU-#Wzwg#`6&w;xwOMZYE2`31?zErb{ye7}F46;E53n{@8WDH6
z-S1-}>7Dd&g0EEimoXx2#<J=xA6$zEIR7E%|GsIB>8#GnTw5}r!Q!@reH{3Fi+&ir
z(@r8*ku_><e&MHrep{-HoznFEiI^k8A-QJ+Kb6ks9jYsP*2&%gg@$;W7!^6nInaeV
zb3A2JjTs%n7ZpJKLWru>6-jSPx+xo4|2MuzI1c7YG0YLBon7s+vh0lH$=3?`J|$!|
z!gmmOKwm<=Zo%gN{;6QiGo0&dl0sm>^1a>Qy(O8^f#UkG3p?UxII1{_or^c^c_=Tj
zKc;~mUsuc}RPG;~{UAQ4Anm{(IMYbtW44QT{&uX*Cdt)}3|a(Y<l&*v6EujEO?mGE
zMAJ|#!n%zP1GAaz-XQ6IS8iE%>-7MeH}1q}C(cz$mh{MkK3_|1>^oFl1W;ab1Wp)H
z7CI^{6rLS4`u@QXpQa6#5wbe*#kTr{bwh06RbW>AX<Fzt(SP5P;2<Vrc5sy^11ATb
zRqp=d<Sx?bb9)W|EA)0A8Q*z?eNoPdkh^VjXji&BDk)RUF0ZiD$ndB{c&QT|DIUc9
zP0FFRPHX&oX37)4ClRI!y}bQDbOq!>(Y{%04ce~C){U&oI-fV9RuEF+WA7?+jc)!z
z#Lrf!W?i?|=Y%xd^N4ciha#;0bcAT-`R2~1u~1OR`KC)%66pWgv{`1@@g6Q-kOd&z
z=ZdQ--&wd~1-m-#<FmJcvMh?0kSY9Yd7-c0)%_XvJI6O1hP|aJAiI*Lx1pc$N<YS_
zTs@jfEt3#^IH)TSgugl1)O*GqBM(lNisIs|wfeX5q~LK*rJDlMO1U^(&J*B*xyWF1
zd0zkoL9{E@8rKTHDm^BRMrG|h;|a(kOrn~L2+skjMIN-!lDJ_F5g0sxV{)-sE)$eS
zOW|nPQe3^dxliRe%}7!)wM+=zK`M&%WxpLFte9`TWjG4RL>{^#kI>estQ+5Q7F)na
zH`{EBA!d>2hTe*>?!YfRa_UR1nOU=v?6r)f%ZzBrGzhyB5wRM=z0{>t0keE!GUfZg
zg&+h^*c%>aa>zF;)}O3}z~3+)a{0&hovPocH^AmDboOVZXaisJ+?eNOAWnANLm|Ru
zB5+2m;qyMQPys;1=kInG{!`{-jN{%$FPwtgzMswywVd5KIr3ypv*Q@ra}G3!L5q_5
zFR~&Jq8b=AOwb3x07P`J^?`l9`STD?i;r<lDeu1RbaYxEgzJ3?d*(r+fOwHTGxnc8
z98csvyp2urn*Sh^moFS0+W?J;^_1z=+0<CILw7SmO*>`M<b~V*&i%A9MwkG<KSc&}
zL=46_g@7!uYLxO(c(nVmzs$T8o>u3~takjQ+!CnkoPNW2dQoFmDQ^6j0}d*Dl&*|g
zBns=+>O9?t!~tx^)c30%REx0sV5LoVJm%=4lFD!Z59M&XL@IY|KB*cDCt-ijFT0>0
z-BJ&K=Z{m!AuOCKAV@@eJr!Jk#?-AST+jYgIw)fz82to;s9J$Cuz)7Rb|u9M^<g}~
zbOk|Hrb=6v&BRWD0JW_5r>gJRIS|DRypX!*u}rJpIq{?H=c?*d)c{|vHF2f8vsC;=
z5P8nTy{Znp3#TW^>5^jy5eF7;eu~<%)TI?<sl_ecZ=lOTJ966Fu@IvY62&vu`7nLT
zSI+-CL&CMry-8SCfXvDaZtG1O0iNJyuPAklb<2@~Q||km=a~Cn!Ly=>{s5Bg*R&!=
z<#Qkfn!8H>PW^U(D2+AKx}aCQZ;(@Pr#{`ZSO{0v?i+grXI^b;?}V<SKQsljKD7mj
zu>P-LvYiAIEMCE@+%ebyx<JZXKKS<ui*OKMHu`WmJW9bB@k1<SF3h1v8@=G_=7n}z
z=-2uYVxZWuB8g4kJP_jVlc4Ao@HK-Yu#12ua2-fq6Evey(qs&E4)b}!<VY0ScBA+v
za1KVV@F`7~fmmW4-h!7Q>NDD&RVqt{94Nm_BFF0IweAUt=}QypQ)~sGSFUB#&%$$v
zz|=5id@Wi=t6`E%5;W1Ai6*JG@F}J>YPN*TrlE2!{u{T*^z#Or#ICa|PN>cFFS-UG
zl?e(I!pH6(11&)BwbK(j#{DH9`)X={N@zt#awy@z3PzWvFUs{Cvzjsxfs@?5`8fJ*
zac_~hq`q84*>aL5^+SE17cBX{rnB15Rph%@%{O{CJ|5f<jr_+yb!~*~<N}9M=q3=S
z2}**yC~YJg1mPF3V!<aK*fzx{_&MbTd}Eg33{*Od=pI;zJGy`C@;5TBCWcYXFA#F{
z5ouISxyue?B4Z(ijvR!TlrUInDFk5$uCrL*L_=j@miQogp$Q|pqLh>UoM!WG=1KNF
zk?M$68F^0|y7sbWpmH*waD9BvB=9rPMGHA1Q)LP>?{A8yYcRcPo;eS3XycUfy%z$f
z)7T4BsTBjq(FaJ0xtSv^va$X%IuzIQgD09i5Yov+Dhb}36!<0ko#CvLWp&tD6@bz{
z_=l<>AN81lyiGF@-kcnnl{w$wpe>NMop}1F%0;$3JlJGHCQc?|&zdS!&-weZKNYQ=
zJ!I!Jwg&Kyr>y3j5@D6v(>3-PhYmH6F>P%@`gOm#U0;ZYtVlHBie|aDaqLxLe%Gsm
zcMXFN6P7A$wN<u46?V_VQ<$XU^V;Jp5^6=#8LoX<O$QfZRU@YBN^HA2KACb$M1~Xr
zAQO^^exh|xQ;AR-DLV=@f*=B_nRR?rVjm1)My66vGl{rDhff>?8OGVA`yn{QUXXCD
zv#i!?Id4ii;ev4$!EY_0y<pc9;e$oVZ&{upZ5KbkWO|ckMzv|@`IDlqatx_1q&>B`
zMRuU|p!x0H%=$+(3bWZ)lv**T+_1WN8&YF<xf~U?69m%h+Oru$Ygs{^HdNML5Z^t!
zPK@~p<QA?j=dL*?f%`AZT?_<?@!!g;JXFLK5&Z6{>C~ptPlEwhk43Vd{&rx-W+@$8
z0c+`E@e+uZHEejwpE9G|nN-^KATk!iW0UmbbBya#`mIe$NVfy6gPmbMgD-Uj-eH-X
z<1)l=5Y9%d_P@9YS4H18WGizy(%Mdd9O-LfO2<G#H(#H>RnSGyttdj$;^8Zx(Ojee
zW0_s5)gf`}17ySsCA|XY*Y3#ufawx)-G@c`_A<+_=(uxEJk@l2MSdK$!74AR6%+36
zdu;cgC>Y>w;R|Tl-FGHiaz*f}`Hy?%^}gmV07J5C3bGYEbrh5nOgr5u(cYE+O!}S&
zXkSE$d2<regv?Q=SL@Vv(w7`h5OptYh&yx_#!^&cPv}$?jqt|yU$?va&heIW)AAZK
z^*MER#{hoNUqjz>kP*$}&qS>1qJQ{lT)-8FX7>Kw+j-(87Pig(Kiek7RN;g~v}6xa
zANKChHfzp)&fSq0&ArZa<fKb@Mr)F2^v`)RYnXc$LTKA8<UYPKZoLCegXq~K-fR*Q
zvycsI1`BraA(6{Yo3C{i>{@T(9}{@2`!~s)r8EdXVfngg3_o)8|2j73?Qo0H*d(lq
z<@=YuHL^$VW!%DT_N@YOSr4Uv>MwbhhZpT-U4YXaW}v;NvrL0;Z*DH!QvFjEZvN&z
z+F1C_J+vcRIx%)srLPkJV?#bbm7gc481a=$C>KrN+zk=D7CQcG|A8v5=|_G76m2rE
z$$8OBX9vkHbcFxKi2`)2KR&OwFHWe*lUWB)GG^r_y-ypyzDqxpU*&QaE(zV`9kX5}
zfh*ioWB+ODIOY#_7&K?!;Yz8?JBK#$(WE{NP`|jwxF)f~#dcSBh4*=7NtiX?QJnqh
z{fCyWBanqRxq9c%X_fEjFy^3{Be9hKl>s`Z0^6L&9ngXGUZ6ke?zl()@zuZVCt30L
zJlcdAY7rh;B^3y@o-`HP@$d3T_teKI7mu&Dv0j}2^H%mFRJe1Hc`0Rya~BC^MQ$2F
zbH>h=uzQ3*{R@XW3%d%Mz~zm5n(HR68lsw^^m}Gv@Hq;5!j0~k;_kQu2c|@1B6biv
z7KQ^rT%UhQpH%+(!l+Iii{@$|fgUWZuMay1TlGaOp#WxCw)+tgOA(DO`sG!};CgwH
zgzEun;g*P~C1VSNn>`nJ{}R*sf8F|_C@=Sbh$eudShsW?SlDIA4i=JBbvieWEyus+
zT@~UCUiR}Qh$fP3)|a<4my0JocrV~6crEzH@QRv5G-KW+mRhNXkfUBrU-Do{6kU>s
zRcjG=029nfa2IxA>>myT{+J#E{=hwwrrR$6cM0ajT}wHs-)$c1ev*hD&H>kKkS)8@
z)p^~XnA}rDm+VQ$sbH;I$DP*qo~<&fd%hlB!|_#7`HExWr&QgVV)?|aCYJ{=*@1@&
z-&HBx>fgUMlr>botpc7$t=y)y=Cs}1#BU^u{y#ymxB7J{I^B7db4AWHwP8&?*#Gz7
zM1J5Jq&`N@5sXV9xpe({es-q?#7FXsO^JiX&aH<T%*G-=UfC}3@rq~U)|Y7CJS@Mu
zX`18fn+-~HiT)yZ`5P$+k>`(QDo>-mHVl=SW&6Xrq$bd#pnSCA*G3k+hOVoOA^18J
z<GR=HEwnvVLz#F>^~Dux!4<8zX3OE)L%U}Jqigno$S^{c@a7lkXQb;a&(0A$=|soL
zRgxHT4dKDCm1!`FOl>g#{C5erQ4Gg6C$F<nsJMqH8T=9WxG<4Sa_Dv_(2&g5<SgT&
z>-1pF%Cl-nss`O_`b6*UJGant$ZuwDS*MXVdIMv0dT2}yBdN2Dv?E+D45az+>pxdt
z>m0u;Mipd+C*!AAJ1v<<cl-L!In0>Juxy<xad^b@nAZCOWNlFAtkJvZw5N>Z5a<u6
zoDi@t6_<{iI0*O91dI~sf~#qMqHB=J;(lf5{q#ie&@J8w9y;P2H(2^*oyeB_z|yTf
z*!p%BqRaTHWlDXtpFinKeC&Pg{cc(emvz9%di!UCYQ*)?F_VA&7l0^I3sp)&$S=nJ
z@I9yXJVggzAw|AaFYV%rlz42jA{)#YBhRl<8`ms5RQE*haVcuBn;C0PiqURnC2jV8
z*I(+)0dA2tH~JZTGo1e+|JADCmRqU#_D>gW)EE2m1Tic~EM+aq8@mU71xfiVj%RDE
zg-em;qwS2{Bz)ZN0;_P}(~F@!PZ;PX5qa~Mat6~Nj2aP^_;2IJ=harz*(k;J&W*~v
zSXO!$aOh4S>469bc(%BwFjcJ7mKWI%t<R2E54JE2a9o&r<2*)EBsph_v~+BY_bO#y
z1F!{i@;#2I{GLb7dluB(e6#+MN8tEg(2*S6j%-WLV~_RWlcyRc)>qGDJM3Ij;7Az(
zOJ<o<y=mcI)PW`hPV#BFC74@iBcEC3Z@SR277O)b!!2;{;j8(3R;yjX;_cypB52XH
zoC*;^`At6_Rv@~5{hsQv&6mKHm+(JR!}94V@iW}CX0G-9E8>2H*802~>Eoo+*jG12
zc~uuVHAHzdY*t{GO~YODsN2zVg5Vq){Q6;6AbSz0o`Frhnf8``x0M~Ul`rLiJW3(Q
z%t>gaCt>*t@-4=gm)(!5s-xTVu<y;?V=Zs%A}vx5c^%p@D7FY=W+#W^eZot*7PUn$
zjYr3@;QwRo&Eu(VySDMjJY=55-sWwLA_|$?h}dRjp30CZMH<XAZQ7_zB{I)Z#>}Ka
zDncp}A`O%wQonVo>%QOTeV*rj|M`7B{n6!W+uz|l&$ZUEj^kL?S3F_FWhSsPidBN;
z>i9Xi`2=-vUeoV;_MA2t<L;a-!DAv|4++yechk0!%KLDH&oJZNj4~3Xtg*J!SC1&%
zA8qTs>vWK}-=>_|&9;laIm7x*Q&5>hFr2GqHGo!3+<D5w1lwJK0$%;?1itfp4GqWx
z@j(hj5)#>;KF57L8y#^GhwF3CD(1{iEq+E6`<kP&r6-}E!2B$JNudV@!g3HC&eU?j
zMh=~kvL6B|PNM3dAvq3Gfh>iKr_?t91@=s2XzAwkgi5984#f2rpBE1Uo7WHN(yh|i
zq{MzS<m)D$Tg_RqAC?fne`T!^bpg@AJeL+=#unvo?wd`shz|m1m|307J29Fr_)APh
zy@^J<9=RAIv#T6Tl0gNZ;sdk4;NaM(_$Cy_hIhDpV8Hl*^AAU*Iml>(?2T{93xjut
z$qcBCFTl+Vc`Ux)%K(fPSPC4=?51`Avfm_b)(HbS`ykDvuA})N)ka8!MJ7gd$+X<M
z<|=uIz!hT6?H&#@8dV<Jdr{k!HR|?yG(b|z>D>p`Key3Esc9$4380HA`RAhkBVtL=
z+QB3RZVmIqnDz`7lnj>09R&XBy(@pYgMD>EiX^%>)Pm>tEPgsYan0_@b&5w~)v)tc
zmZ>SYY@xO93gwYI_2UnC4IR6>(c8%o#wIVJOQ@py&v=}OArxp_cmvuA09gWn|9GRz
zv1A%DvVUw?c0l8<u4cTM!?5O<A^R(zs$=%@z*SDghP9T1R{SQ_N1z~|{x~9|urrXI
zH4fnu5}h+okpn^5wFCe8%PB;OVn)0jYRY`HQQD5{U#FH~XdtE9ckp?EX37G^UniJJ
zBS!!N44%r`-sxvLvdu8$1BRiLG}3b}_m9FO+e{uRx7iz%0*u{QMRleCu5fVDYVzvb
zmF1(Q6>-Cv6OB<IfR%9U<ELuRk&xRlOR;GG7q8R6^)k+rojd%uGc$Z>H)6^naIicv
z?QsdOE&#2?r@8qU3d?IsoE$}%0WtA5(OD!igaamO04@lT3bxP`d8)p+ZTqCZ%{?qS
z2O_nyi?0DdxcUAhfNI(iaWgMWd7AyEwC?{x`h6Ft_;<+eXP*GPYZ@54s`vFQ3rfJw
z)50`0fEe3wlVkdrO7s$!{vYc|0v`H}xKS)kILre-qU8G~+qDX?o&m72)=xpia+o>l
zF_>$iz%g7Go?#5U|0dQ_P_WVmS3(3UnclheND_#NMaxP(;Q>3WpehJ*8&^5G6S`Qu
zSJ`89$l;BH2U8YMuCFFGK?*7{mR)KJSC(uLThjsmD2ta$k6aV}IhAhrE=`&vSNCY@
zrSM;Kt@^7!=}$$hOCbYCczFifQ)(|x1KDaq*m^KqW!ffx9q|z_0OVY@E#qeyT35ch
zNfT^1Movk0k7<X;5psVKKLpDmM>0UdQsO5|^g*Ex5l-J4WTLjVJDf8<u6l(9>H~8u
zQ{?*deJOBS`{U#lFa|cl&pU76F(UA<u};oKt~57nKLHo&Xl);y6H>Yf>{x9$J6YrC
z$W#rrRz3ptYpWM7t1cTTwO_u$%KIj5dOTkzzPP(b^Y!8OV*?QVEFh7bRj0|8r|ph!
zhv}4Hpd-GjDnom9TZSV12MS%|{|kl6>hCK$$q&cmG{M<b19*tHqcu}C@bCb&JG+fF
zX^<TRVEzj)>0iDCazj5zn!+gZjVFP0ms^-@x|^?<L(&{?(c>IH4Un3SnpkeT9ej8j
zm6nFvl6qu7a|;`;jLc!ez%A>)GnCdbUzr&mQbIvt1Y1NL`Uv~g-Kl_Y{S~=*+0&+C
z_PF#iga8}mXN)J5e&CrP!df(m1jZuFtYj0HZ8x7FhRp8B;Zcms(%$%FihS4^Amsv1
zGX+SI3~_uvC7qb=ZiB4*{sCG4D`(6f$hd=Pnhmtq!_&eZ!fI*yNgns~JIvF@tW5-7
z1{Ie4P#nU&z&k?sgEW5(dJNxbq(R>e^g%Ij1$%Lj*s6~~`Y<PrX{-n{7XAi2+$NH8
z64DoVilqKe99f?T&}tf$a!b$#!#`Sfj$;oe+ey_A+l-a5&*!9&Zss&VtnlYwwjJVd
zj01eQyz;nl9)id4<o|<9`j_@45)J@szu8f>86KF^7!l!?{4bFdBYIy%w<km9+n0RX
zJ}XIT6@I38_1phMr1&?%4%lak%pByScZWO?DHFD|isanX4fJB*k0UR<zUK;^!4m)w
zXAnk=ULKsgj@b6eQc?f;QNV-Xg(dI1-DPhC-?RJxfnA{5+Wx(_QQJmFIH}JFE)fh|
zPPYaEqR-Myh4@6zQg?!l1Js)b0#dTsX|Ebg0?1``6ZQXQA6;|tyqfe7?My0>a4a#5
zij3{ceaO;ffGRY6m9qJ|PJ5Gw#u3QjQo$_kLBUt<M5=H=y*$6WgB=hul-h0pZ);FN
zh1$Fk?Eajl8tP5qztXN-M_>o){V?axg-VSUzNckh1Y9knUYvtCSsfB}G2+nFy*dqf
zURFPzaA1TzgrnF_$;&wN|D=BJqb&f-59va0gGxbxk7yV1{@C|Nw#DlP|7A+`Xi6W0
zdR$nIfDkS?RUCF?w|)Af8uMy?7)N#x^^$g88NflT*2#gW@Pg$V1%lKJYz%BJh7!YI
zgIG@6{uRW*FMVTpQx`5=osQyb-vgkCzUYVjn2tPjrlk25I4SO(50;jA^@SfWcJ}{4
z8Fu$B$q0`pLb`OFDUC%;$Pa7_9>7eJl2Oq7!MFns#lmvND}6)|O1=aC8KuuS#~rd_
zlX|$s(+;rj(eMc_k6bfon4z1sivE}63Tj)8Znz%Hm3Bc%$i~Iw;5AUQAQ{+;H6>f<
z6b(}&$=VO3P+d*0{Tbr?E2x_$M{@_$_iCm+KoHs+Fkl1wr#l0lf_KO_Z;{ErxbOe<
z5MX@~8PFSsy3iZ0;>i;^kGbQ2J)YLiO+R{s($6y&xp!}W9k{rG_8kV<fzjY>#$I7E
zJ9OpUN1$kAQActpw1_ceFHykqSy1uM`fIK<%f-=kR|Y=y>UK&v*zx>zQ`^Jvuh7Oy
z1N;li>CX0CQ>gO@f+MVPys>qlo($^%S~zl<;-%FIgS(-?1OPXFCj?k!jX9ity9r!D
zj982llJJ9$quhtkqp|xRizfWGcg*$4>a)<<Ke_L+^I3S1&*3Vs=VE&g|C1N1UZ;46
z&QAOHA@;0$katvwijxj(yj9ewtvWAni)2MXmg*{etat<}8lC%V3-KTPa>9zl$s*x&
z<0Ub~Xu-K)2-n$ggfH?84g7*wk+kQSa2j+rN8urmC%x8h7lWPclO_?PPws?JKsJ6R
z;c#U*_L2k1gU_+<iG$11eBdYnm(>8lKWq7pUF$guNG+rhI1?h;v$eTaR`HdNQ~K)i
z4&?|RT9aC`-S_|D0t}2R1u<k(2*EP6WW)UjbC18iLzDCR?HIUXD$&TBu#QI4;K>g>
z|3~-p*LEgySMXFPC8|wX?;(E_h*1=3F}t&oX~MOTnQ}Y^d68Xz0f*}U=I8@WJk{<_
zwR^b7=eT2owJu;h3>K3jDHcJxI`U-9WfAUH44#rv2q$DG(g>%567DbrM3&R-(4RKE
zETAUhGk#|oAO@;WgS(!H!tOc-S>;hJt8(k9iT45S|7hR-!#)2sG(olqf4pG!P{1-d
z2G5>R?E*4sZ2>rJ`O)6NsPoK{PKcrOMo98~<k-;C_F=sHQfgqt9~#l$Wc7csFZ$cD
zY-dJZK7Y?+c(#Zx^I@J3;M>JFt;f`1NC|P*IQW)8$JE$jNUN<THB1iH3>;xre|GOT
zTUa*~y`M!KQR7QVpS?>Yd=D(@7}}KBRB(I%g&&?=`yYiLMGOi{UgT#oYT+0r!s%Al
zYQqGci9m3;f;tb7f6QfG0ovt*jg^lU_aO&H6gW}n{axHbQa&)-GQF^iUm1hSV8~(<
z>Me93ft~?zMJDth^~1?2Rr{v7laLBzr4i)&+Q`2KHJhP}@DS8wvisiz-*SDB))UCk
z3w?;Y1xNGV$fdw@q?-klQmGM$T*HLE@Nwinzz^hScK$j9TY~chYTgOG6m{0&hwdf&
zquq>oNCbkUVTc8-ezuEoe{itI@#(d_yxft6z6S$mlX&;T^(OEHZ#2MQRjF0W&%`>g
z7og3!)L;v<aM^|Ty{B_H-1W1g`@0_GNM0L?1MAL6)*iV68RQGOU2!(Dx;M#Ez;l8M
zZAhXBh~RM0#LprRRt0VLA6qW8J^si`Bb?Co$OwB~un41Bw$&lXD#@Y(P>i_<I?H~1
z{{hv!XogQuZ$^rXA3Xb+gb0DCjR}4(nIH>z06susg6F@6r`=n(s|9l}@TaVFyfkWM
zAEKKatIqum2B}@yrp6%@D)+Zm+PiP?YEmI%q|d;imQ3NL-@g`G5I0C(KqWv2q+CMC
zZ5qh=)-VML1C(_$he(m!y&lFwC*yy#ZY-1;FuW|cF$2SD46r>@!P%-Grs3S4J-hTy
z7qwAbp<9<g796&-7xjeGT0k_uf`8#BYux_^vK<>hjBjyoLBgIu_PGOC(vpbHd7aO7
z1;|>3;8}zSNkOGxBvQ5xJuE4(hq(gE-E&%D%3vK<%uCJCaT6$ro==E%#8JdFIlwhb
zmx3gJ2dtp6`XaZre+{0^unI`U3g2mKKjNllK#f_^6eC}hT;6uLl_Ylt-i@L)SYhYn
zzFBwcLV9F$)*$0sE%I=bR5pPn2%Mw!zMr{OXm!x}C2}%A8us;m*6J)$Pg`a2i}PTk
zMmisPFREG^n8vK<5p=Ne6Z*YHZ80MN1Zq-Bx1Ca?F*mQu7o?C7k&b!;eGAfJGf;wO
z5Kld>4JN^q3f+OX82?_lH$wU+(6Zb*qi78_YzdqWq0lQOmG3@uu_dkM1os>qT+bQ<
zJ;K9QGHQ!Y>y{I9nY%3ON>4*8s#N{*+Y7`@;-F)AFnDYFm%uQ&pKpI}<uULn9YGTF
z?i0$4te`kwT{sSU&ou@zO*+#p$Oa^Fi7*|*GM(NRT7Z!&kaXnfKm)5v8KA$s73sMo
zkNM!$n4eDGiL|Sqbva}T{Qh=56X;Vet-U_$1}(dVmbT4J=(~X#$AwQ%QFi&sFGrzw
z6a}ZrBY*fv?e1tVWbBDCB)?AaHC8&~YNueV^*hN+zkXg9u09AwG6LZLfKBcwRh1G<
zf?}clBE_PZn@lGHbu|QxuPNwS*xE8WGc7Z-vMaDNMzC01D;B7?g(pBN)(t8j#_YxZ
zhGALQ5MY?HiLzN-CDsP-N}@aVC1&6$xIK#C+^~nS`mKD<<6w~jT~D`E`8=qXMN5~v
zzcc}c*$;+fC8efVjUm+i6iseD6x+sp?L_eg;~i<g>N57hP7n<2|AD;AbjyZKSQ1OE
zd~wYHf`v?mQ~xX|@9AzPtb(0Y8XQ8!rS@evSsQ`1D9HsTHVv%R*5lmI_~&|6U_)g|
zxW*m(s-e55;0&~CUcB_@M|RkX<ssD5tjSeo1B3y+>85vAS5cLox*uu5z<)srHRS4|
z<c}lsu?+R)H<@COoWOvLsKEe-cQ12;W)Vy^sXq7B{nKuDlN0_-J>zF(K8JTJ?*N!_
z=NwX9^B-=nBmhL%;K^iT?&_@XRAzV2PZLyZg{!A}(z;Kq9~-nC=T2|1UgaWZ4)BG{
zAa~0ax*0_j;*##zt(GjX-ufwDs@%%gt1;|J0H30KU5m=IFe%{{TD$QD(orHAVlhv<
zpS8YuT)InFR7TQo$i$z{KY{<8Z;1!(N96eSX{Gde^%40eEGKfAM`2Ae9vjGy;IQZ{
zPFOirEYSP*J@ZU4m7aE?lznzgH{%QG@MHs<q{J9Wr#LU^v)-B8$8M%qy1(AG{M6-t
zdOClt*}79<+wxEKt-lD4+d%3SPo}uTUqpAf@F(~ebwwUl)zC|4$gn;Rjuig#dIvFo
zop?3Kjm0PT;S$d~eK9q+*E*Gdot4po1b|-2hFp|XhDz_V=G%CipT>P@511dlc_@AC
zWuB-G)**H89Y+G^8nq?I$>Nta^^1EXje!e!?L##QZ!<B7#wZzFbvZib2)^LR^{Mo!
zF2^U>)D{*p88v#MzM!CsWb}RX5(hgdxsjU(KLKymvj9TNPR{1Eu*a}L#-*JYGATM?
zRq%-^3+RFAGT0T|t$)cygp8{ALg%Q^;T@q}PB!f@#V(pKLM>H#{`!93%GJSJBqJH%
zAEiu0_oc!zz_(LUWJ|c!@XKa=$^pgW07jBfLoKOZoh{2-D%F)*3lr~%AafRLQi!k^
z0M4u_;s<@;ersT3PK1{2QHy>s))N}4?NDaEKka{c-mZg}5tq2-k1gN%c&{jd^B5I&
z6(tIy`H}VTO!`~~ZSn8HG@*FrCf4;33`cO(=35CuIms<qJQbT29KF2jM*pe;kn>PR
zCN=FnBqcn!{K)1&Y*_r-TYz})x0SmsWLx7B3)ySfg)%1Ti_}1#y$n=0(74?uG0tsF
zAu#i^7<zwiOPCYZ(OAkC0gcwIcLDd0clEqSXaIcJ^Y|CeBLgsPS0Co4WtEe9xUg52
zYKOrP0t>WzgBOCEHEobq#AobEi6Ql*^?_MP2I3MIrnY998po4*T&r8YK~y4<R_r>t
z9r}J$NA0x*HNxf_=S#1^FS1ze#JBekrfq(W%Dx>&QRhsfC6C8<^hWpm+e-vWCpdU7
z-2ygq@*}i80c;v^qMbR-|Hr&`?1RG@V>s=<jv`Y;!1JBL3rH3D_oh1JrQEujqJo*B
zzDcB2HX3-6wg0I7xp`3@kiD4$t&UUL`o^kb1^6C~%W*Qk<Ba$UOyBqnW#dyvZTh>R
zymx@me#7$9*HilXV<;#?B5*LsKKpI6O?oY4R+ffe^QR~)fW@!#sbXUya8PvNa_ezZ
zjtvlpor`iO5I93Soqb3BGUR#{28zXc-}bkK4x<Cw?+_JBLaEE0TZb<j02i_F#8AHH
zQL8c=axMox)!^!lJN0t1I`3f~5$mV3iK1~3GWBF|iSjj<q%W>TPC;#7zxFhF?XEg1
z<XfsVbKjz{%-i^H6B>*VWGa~u#mchuzr?8F{pwCBw&1P;P6NKb9+Yn;>z?Ow9611|
zqBDH5MF`(+kE+}=w@5t-r&0a{uH9v^xya@2ZFH3Sy*}{OA(q-p09@({sm3HFm$#||
zE)<Md#;Tnnw+U`@Pj>qqS=`?Q&N20uCV&-RTB@$)bB|glh_Sa<{RCjvgv}N=P<0J4
z11Mr)$iOLSE;0EOWw3D6mdr%6MEbhL1%0{^K^52?kVr|#j^8%|mfORuiR-)>bKfd$
zH4nr121&m6REDAppGCPO1<f}6kJ^|ibST5BSTtz=Oc)7$MKf{5k)AfrOxi6m=I!%!
zwfMI)#QNYfb$~$EXG*V%_7GaZTZ@o>XQZ_kacDpeXFwuM6y4b141JOBtO$e}gX8ax
zkEoYhUknD*s@!SmhIQ49aXWC#___J^x23}+aO!$NZ&MuB3NCUl=KQL5VCiibG|#{C
zxmz+golCu0q~({NFzg9;WwFNX+q#lb%C4)O4N61HK8@32L6_1dRuWWhT<1t*=VyKk
z?OW3K?ycy%q#otsuRY)PmamgNxOaM<FwEr4S$hYv&WO!5;EI(TpZrC)=3DIe1SVi0
zZ1A;%%`)ejJojE8O(ggb)>4%BXPmnT%-~_mUBt;VUfcVr*`3GtJDiE0)rx;W9)Kb+
z`EP8y8GY|PUi;MH*Ei)4C&3cXO85jnt4h&E86rdIyZSb&kGgYRf|Y4-s~yyW#j)3d
zcX+BPcXcV7humPL42^?fibv4U(&3lq`cK&HyqV;oCPC?Co<7+j<|;J~{Y^P&RvVwz
zccNA8j-!r;<byz98)k>m$JVu(0;@UN7WAt(KSH{mR$T1b6KUUXV*a27oF$O$R!2Y-
zv3^~RP-ZCuspnZ%S~K%-KrQtwu4oj44ZZoP`&(x;>*;$V%=Ln#M>W>LRoMpY#igoR
zSFb0qc-QRb6_9XIIkZQYgYN3;;+R=-y!*Cbw3s?C*e@ZrCfF}&>B3qK{aWZ?H?W+I
z9?`jgr+YOUS+k)Hjn>bL-47ksciV#tlqhS(+thx_)vz8lvT^A96?TiQmI&@UK}?Hb
zzCBvEg5;5FoW#`i3ztPxS{;5OHp}p{&R`z;^vYm;!FOyfUjRIAy#bsj{!FM0>doce
zbzLnM(JlM{g$3ns%e`2Qt}QklZ<LY$M&mpl=y%7y{X*;qJsTmPgO!s}E@f(M6D-MI
zw36E|cB<|AT;=yAe3Sc2qqCq@4)~ds$?xy?uGW=iF1jbaoL<X3;TX9v0S#3{7=S!{
zf&TL?j1|klD5ZdiP~M5VH|2Og$L>)Ih~avGIgMu4h&~?jdwco#KBy%g;3hA!uUR{u
zyt|z`-1W*>(nBB()v<s3Vhb&FSinB+bccb`<JFgE!qL(}hFrh-_mHzb#iBTyRUlm|
z@-@70)8utnOl(f@9vb-sYM&Fq67i+9=E~NL7W~AtH=#A#2BoH{$fUk3fe0-n$)(WG
z6Dk&NP8J`vijA|BjC!J}i-H~F4R~n?s$s2w)TXt(H>r<k)cgr`%HvW6O2J^_D9rR(
zY3E`xHeE^d<l56-8>f6ofacwl@b&uRLKL#4PESpOA{N-bw9a6HmcBj<wb7MQ?mzaZ
z1n4cf!KSS{A0+vkgha-~UPG?lNI=~~p%+~3t?&50w*;h4CD&$J;AnByg`<UYjVJgf
ztyJF4jb~>SX%nZxrNI19OSP+Fxem*T!prYRZzXWZ-H2{t?Exs!e5UMFkED+5>X9B#
zAM2A{2R~ce@x_r@RKTY!i@IAW?fJi@*IKH^G6^E}amnxcU%h(uULgB)Dsg=;ZJrU{
ztC>`s(ohguKB}{zinelUQ-*TN77C5;pZ?3O2~5wdH$y&<cQCR`aw9LT#lwyOMn^EU
zY`p@S;7SLSY>w&(i+(NSR+G(7A(|0e=5W7l&bgzj7kJAOEM8mEAc<-{w;r$dx;(~!
zInGwvBlh-QaF1=x{LsZ+eC7u@49@@uG#$n3!r#oorS>M*oD@~dwTBM_hG?E{81M<~
zBfdVO?i}_U`E`PL!<u}^)AG_I9**)8#5>BI7V@JD<c!13qrVx`IOOxeb@ZiTX<P-e
zvQylj&1P}uO<vzhjJ!dHbcuR$aP^UIFcY{q!%Qc#T&JGMk$AR;_~Y%&&BJ&c-vOyr
zWPcW}L6MDdYrS+-;bA<jMyaz~iV5#$4io)sb9ym1ZI#0Xn~qHOc)ONrkG@$zfmNNZ
z`TQ@2^<Y_NQWF;I-t@S6Lvzg<jpT`wBWp1Uk7Yg)+|2oJ3$Rx*1kQ&{Oo%y>>fCt$
zJ+FOm2eqVSHG@EgMDMdR%r(|&yE-kAa5aAbB~H0!E)N`~17o*dV-m31HOKcz9&Ih#
zYf=(HeT7HC)g-<8fg+GXE)1QQ(zL9yugIY8UJfUgS-t{MhAk%#2iUpX;T2H6N#J69
zxT0wiX$M|*1rRhBzGaYlSO?MEl{xEd!H4qB`tKYcr`1|h@qDYhUjLGR)CH#pgSKqM
z-O~fn*bGs0q?M<H7e<VcvuV`JSklrKY7V^1l`M%FHX@gC;2#)GU5Na|Q*FCD!?pMR
z5;>oxkiLGsPk}SN2aHPbD_-Je^+T3y$t~B{P4L3!VVVi+x*VA~*JOCcscFF-P2Hn;
z6pxVIma!~1EqG6X%|AS>)nO|Ki_JvM^DuEh<-~Y(0l%d6l7sovd;&*kvn|2Wqon|N
z!t(EBdwXj;*~E>_9||9Zv`8kN%h=Fhz<J)eyz-rto4oj<VC;g`m%<qTQ;*<-PI>zm
zdt$0wlE93a5S;-!*<UBEYxh`N$o1k42DBunounm0e4FNP`<ZZGg2wd{&N&QDs2H|t
zNNWZ!N>5$hvckTvZjn3oo!0T~xt8M~Bi+lR?C1FXDEA~oa0lbs>l49COl5a50?qIc
zo843VuV}pA&PM+oJtuYBZGXv{O9b<=5i)>p(4GrL`=@LB^^6dn->f^}eBavKPAkIs
z=<s`93NcB`B_}oM$a~*2Y7b0DOS)C$eQJBi|MC2sj@H1taCrgy&u{NLRP>VLJS~=}
z(ojiZ5;|$i7&_~GNQs}#d)~=lOfomNuGk&1bD&W~lY>AoSOJxm2W??K*>w^7_D(w9
zdwqD%Lt{@*R(oK`sdw?4gf=*5QFyb3Tc`kLt6qN&U(RPKfcl*8AvQb%!-9H)_#BWB
z<ka<z>SK_iP%&5xs-r_`OaF)Knoj$;pzsSKxFE;`U+qU{2^w{>`iSoq@~vOD+i7jj
z6?)d`i}jaQ%ZfN;d5Net4=G>(pg9P}uHyG?fU8ws*ZNI^F@P3}JzqfkYyiyBw;Tba
z!dr}3Z`M%d^Uy+3<WzG+LGo+|g^UU=k$Rx`YrQRuR(>JiXGvM@o6YHUJ{Q`2N*51t
z1iQmiXl4U&ss5mE?@{tMaOojxfDT%td#IvpiFf<NQ4k`5#u0#41UwkbA3kw%NHF33
z6<h+c8VS2GutEZ-TR?`zqOqwOH1Ij?F!n-OFf&L*b0|IyCu}*juAR|!TSN}^;M@aE
zO>$A6nyQb*rnk)ZjaoGTj}2f#78@|<0F>2UYd2G$3)9|3x7p^R@-NFhU}<BX-gqxh
zJG%62QgLbfn>ygp;mwT#K>z`M=9lLJp`3tfrev#6+op~C9q+Iza~-t0O&Cnv$RCWi
zT?j=!7#sYhN2|@{H-f(edC3e~fs1YZ5eM*SH@~#_Jh6}$RI}4OFVkuPc1;Hw#kpEv
zeZTiR4aE=E`2TSJ_x?8+LpIxZj67^&dluLY$g%OUSNLBWxekhr)lX93Wx$B*gakF_
z#pN7`B9EYU_Hwu9=Aiv~DAa@el-cm_B|#idqDa1Lsf4cNisdtnm;x*IYr<Gw#gk8U
zcyZlc5<{4D_Vg06Xe|-#l3$FoTD&GAzvr6Iy$o4X``qeL75GHmqoVcx$B@rvXo6h5
zx>wGHwbyxDn-x0n0@zsSR_B<nBgZJYLZO~h>5>*;IrRgHS9xF<89UGbh_<`(naOJ)
zauaT9QKqkQZ<Yz=$aT9SVX#O=-s+xw$j0p8>=gy)?i(=RL_`VSDkt-K%C^C~q^;_?
z{`8l9G=o=+59q_L7e;Wc!dUYf|L09V>D~xZp9C=%8G9tG>L#e#?V)njkH74x+l=a;
zeJ7r3)L)J`VW;ycH(&rK*($i2qFW$sJrz2tbPIyFWQ9C|OPiq04PrM!p^V<S6RvJ#
z54Crx=zPkF{q6iQ3Gn{8{*j2{NmS;1)0F)fQKP*9kiU(jMJfAYXFuU1sn&*k@HsU0
zqL4@0iQ8#A{ZW%O@=CAl6%Ay>#@Im^;3annVy(W~4lnyfSC>u?-;dN{*-J2J!VytQ
z56(rm3WfjcSrV&)!xAsJu_V*czA82qZUl0B0Th`vS6nWc>%`<|18dPhOGsfgoLYb=
zoT9Atz*r|%%=75)pFLa-B(T4fY>Yc$m(8{nrm+S5#Ps!^U-iT?36S8JmqfDMOpM5L
zx%~3E@uv82g)H+U=B~Nyz!Ws(uQfaN3|5=PE@5BiXdS~^9R79E7Z*82ole9ZsgA|9
zU6yb<FSyyGbz5j-6--Lg0fIIJwSf5r9lEpN%h$HGdW_?7C^)r9USw|M7S!3F@-p-e
zmhn5x=YAn@ig+1lOJ;MR5Wh99PHoy3r_;-A;&&<GQxL{oJ_Z=r#b1Q$=v`~A^r)K+
z6kZ-E^qxhs91Zd*1O`0`nJJz?Lcw0unoJQQYNE%GU?x;}%>i0#&<w8tsxEqH>$_Q7
zYt%hm3L1KV4VvNMzXo2g>Nx!6)74A;)v!xSPaM?=nYF~2Vt2P5dRy<62|`NO`wJJx
z_wN1y*tI#`6sxEK&9fcauCtaG*QcmOeIiHGsGK=iD&LS_`((5?DNnOHKhM6V;<Dz2
zpFfLlr3|E=86zF${%AH3<8P@V1}V-F0M#Fh_~a&11i;^B65!;2iq^qPau_nU$5Nc^
zAuR*%KD<2~>E}b^<0w?4Tw(r`A9&K1HwX6RUfJ=U=W~Y-?tq=_MkHQ$@!$Y7N10W_
zgK>#8Co}2tuiC&a$78bKSJvt0&7~X&moTvT(mDt(l(*U_lrOTzA$a*X13aO2>l_Mc
z@f&ND56iOfw6SW<*6`5@=vRMS{aLd%1b^ZC^keRWz6RS@1Dlt{r@y?hLt|lIHa-4@
z7Btf6^ox<Y{6V)Y4VD`8899tde229+u+erbHzv<uYwy~<xEa0G79a)Pn8FE2?lUe&
zyoPXxN9sQo?5}K!MWEGreVM5C5FzTrYr9tPI1oC~QK?~814wU{r2YOXzTK9bW_|Ro
zZ{EUN0M))tcy^7Gi44i>4TzB?$Lb(Qt*L!xe|C{ySUa#)L}Ad#@k+JbFe^P9roQe<
zim-$9vL6jKcnPQ)Fa$?lH@Xb!V{#~30Lh`sgWW&xtxjw}j;`Zw1>Tt8F$q{BSh6aT
zqAF<^2nf%Ry+QJxF?L#jBnTsp&w$=k`o=l@>deJGRFl@}@Fc@xMT1S!jtwypqy@>F
zffP!Fe!Fxg&42yEcWWd7983>n9SuG9CX~rw?9Q}XBrIfo)TSlpWx|Fd(|@WR=|*W`
z+Gt^jeN5W>ByRY2vHXs{Qm~B;NBt(~IR<`bXQ_=NxuMm8kl@Y0eij{ACf=v#a)rgo
zP|LHD8YLF^<aRhfb8L629w?(gLv2TYR5dL~qL^v9*>y$y=na@xa>OB9Rb4=z{0ZWF
zUey9+sCBskc?t_RjM_@#mKQo)1%;FpoO40mB8%YqsBww{^}j&=MgnZm0DzYQI58>E
ztSi)@KP;B;S|mISGAt^FtB)aKqd0EVo>k8xw>uApx>>Ge<_MF0#ywQjAa6upY0U#+
zyBeM&zc88<aS|kLDfTd0=3@X@NgY&TJp)`9%pr2rO<sI;_c9TdDnGCbK0bA=DHCA^
zlFitTsoIn1b}?ih;cIOV=`K1VhMFubY%`+}M&toTWF&?SQ=sM{F!RhV0M>F3K+V2|
zU$ueo29WOQ@wFuy)_ydT&U<jj;8F53@K)+w1V-C}R;>Tw0?==NOZX!EugAM!I#~#;
z+Xr>isZ(O@c$>%{g(StW9(Ylha3I}31ZxWOLFhN)z{|qVk9|=A9^FOwqDGKw$&f3(
zx#ZHk(>pW_<|iJVAF0SXW-@k+)emi>TWo!&{yet=aK!Vr-BX*&fQ}A~ckTcV<v7pX
zrnRw=pX)rSXi%@qf$B-88HKJRGT8t(!r`Ab9yy{A<+M$ToSS(tCIIU)WJeeICByIb
z+S~g}FDEQ{?X9f-7@!4abX>CDuN5|+BW-bpwS{8tZu#*>f{&DGz7FmE*y>y?S$QUC
z_e_8saU$5&z0?e*4(}a=g9mlS#lyWS8}*RW+<`td7|JQUDv82YB|Jyq5S4cfR0BSx
zxn`rdlLF(0Mqq^RU1En%{$L3PN3EGodN~mh)={)KxhQGx>9+T7`dSq%LZ6(p-o47u
zkPcn#0bt8f$aSOPWln4AKi;!(q$6*9`t>>rZAYM0CwzhCf;hAh8D~XscMPD{tSSI-
z7+l>XqK?fK?FrZkM34zmV7of3jSY%uPbGDBg%9dw?uZgYh55!VGKsKuCOk`p7LIQy
zey%!4)Ny+2E<NE4n(XlLHJB88&P-h9S0O-fQ{#a~EWdv@3+?7Tr!J~SSf+)bR3*Rp
zkd;3i!iWK=?zbIY6!&+mxc<(-x$V`@n)@?duo}GppS_*GL}2-5#W7zJut0BfukXL!
zW^kdjS&{pW;2lNnJ0HEh^xJNi+V`hBY(1`MvOUFh<J=;}KAqYm)qZ}mJ5<03EumMk
zZh0ZIJeu9pAcf6Y(T&8vhMXJ^c+UAX%KKe_Q(7XgwJ$E#@~spI+C%L+S0u7;310fH
zl&b}ZA`Z>Y+@{K*6Cmg!o$!8WoAn#1P%omPZbwau-T!rg-G*auo{R4En87_Wngrk4
z4AenuwrSwn6OITG?t{4%Pv9}`@s7<ZA_WC6kFMZZtD$^!$0ddiNmaEFZX4%F0<;ip
z`I2E({1bR1yr^<;0PEhVGC4H(2ZY5XTOdQefTb@d0J*mSCZB;NOJ4gEr|~_7<v96~
zKO=T&*kGgXdF;Ng7rreyWL5&rMC9F5_pb#f;kI|jwIWQoDjcZ+C*L355kc;N03k>w
zOXN6VA8*o*2LJY{BehP&@VNqlt#E$*>v8cl=wY(D2C7Vk?Q{hYe;Gjk0Z`J&K@Ie(
z>KAP5;kK&c*ezY`2M~tWIJ824(-KhysCS<xqMb9W+Y0lc24L@_BEx_k=m{MGqfW6s
zDZgQhxq+q!c`~fDg6nk&jm`NlAd)nH8)>cA+%#!_u*!QMa6oRI2L*KiG}ue4CJJN=
z-hk1`i>s!4lnV4<{a-0Gxv7P_glS&{H%(I?OK5mVT2+=SRBM>HEXMKo{=P+$wX+4K
zUtw<|siWz{#ibl%)>nG=k$hkG)t;9fqbY#a4h6=lYywdJ;)}Z7F4eCZIB>$>n1i91
zF9uCPK6ZN+p9$qq326wVZZ+<gY+ycJrUc*i3CrpSBNxlNu5e9NPPehI`ANgl`HkAM
z)x6&4C0w6guzU>e0%Hssvp75k&GkIa`-5eD@X{|~G*=jLjc>Q1Y-3RzZL$i&86eCo
zjGuv4l>y}ME?1g;UMXp=W`ID6mSTZkt_1_eQzTHx;%uxy`K4(tl5ZQNIl_#$Skw=l
zz2-3hrSA-&Syr`NT5JlwpjKN316-OX^zr9_Ac1Bck-T+6tJ*e7k@pf(EQ=Db^snyv
z$|2&&!b4b!5{R%1wS~?_kk5rc%-NQe6Mn$)WNxQ<FgPyq8?u#K;YxdY41gUOREi7)
z5WqsH-b%*xBQU0K=ASl2IpOec@CR_fh=P9Fh9kAvxreTP?G$9U!-IiWo?JX6%Kh@g
z&@GNo{1jMmO1@Fv-y8BoWln-Nr7c3OHwIdWCx@yK3WCY#SbCQzmy)vz{&-i!bAz>3
z{2^+2o`)61F|h`Ql;*UPpeHj#LOI1uPzPA1J|NzkT(7#cW%zi1uMP5}hB+3_1l~){
zNDEQQgnT;qgI<`{d~+6f>e15esx9e#I*Bmy#nV;oPfXhb5r%QPJm%67QtecpOUhF;
zG?i>GpCBF2={$?Q!0uAoNerQ5?T5osI#chTK=$Vpl5`8YUtJ_EbSOwuL~QjcP(+Bn
z9yvi7$3bFlkfD_#G;^r!H_V_a$-8+Rp7ORmK;FlIHz9NS;9p>_hBse4h;a5Y7c2{(
zqGv&rl#t_)n9kQ5nvw5e$Uu5oWs`wo9q3<w04Iv{UOT~=#sF_)hhbSlz@qYMD|9X-
z8WW3+@Y+=*T|q>mI{P}v>WI#C2UC>z_{#{}!zuZ)I_?0;7eHMs$+`x6IurO0I2_2B
zz7(iSAOef(>Zl7if{5T8+Rm3V;!ohGk=cDmJoyiL|I)(p%AZfQnQ*C}(re?&qjh==
zbr0lQ|5lIOL*0jrfKRHy5POR`=oeZ{XDR#VXM+gFAWC~3+22)!13wto$KAp4_VDZV
zXEiQ|IdbSvdTZY#)jM&HZf9zkaBs-YA9IG}?&p9_Q}T4W#tG%ed+PpMxFS-c+$Q-a
zI@m4{!vGR$`Q2bKAhaSUWQ3(*vEXs2y!VbylR~;%@Y%vbz9?2lHcFN*O7z)}6rR0e
zmQ|3+8N3kEvg9fd(=%|T(Z$>N4iPx>pYug09st=~I)t+sNw?I`XMxM4G9F>A*Ij8f
z@Q#e>nUMB7A;OESO74?M&`>LR_8rx`g|vF%+^@l+I<4)1oqWFK!P6fwz{_e#%e+m=
z+Jr!rPFisZ`2`suSz2|zlyU=2XOQCOU{KURw3}s5TZ5rMNs5Wz`-!s>#L2kNx`LR;
zsTsT_8<&;e#qn=x+}S5&pGwC|&gINY+2>RVqu%O|KUe#xNU3s}=7TraKj|8ZU_>K$
zbYlgBf#Q(oE7=67%05DAwEJBUj4WKXI6u!GM-^M=NdZqz&oNC!#|veP2Nf;RPDnWE
zD2{JOXWJ!L<{;)Xf)~D<rnG7X(KBDg=kdvnVsKa~n5ZEO7FwpmsbbbeN-@m31IKkp
zTAxFr#kz%lCBJA~5;8FyLkRrRoD4pafh_x2fiywbMb6fDsN`%bw8)FJ*z?Yep9JTa
z{w)pc09)vUkf&9VwjKpeME05V$NXrBPKt;I^(*}MU9o%@|CEW|_$AFwF=4k3viZzZ
zS=+-87M@_waZ{GWvMeP<;H?%J%h#rp1>;h>0lpA&F~yXpD)7vw1WGY?pJ2MQ3HEs}
zuNpNmK_0x{v;hhelo+wX`pI-pyfBQCQBJ%g;!wwwk#ByVWOU_Z?T0Ky`Xwc;E97O~
ztE0_+U}MJR9)Ce395pI795}d+`-P){#4r=7V3jjjE=1qvMdTeFc4=3Me4Hsp3X5BE
z(6P}{6-urKgq<Z1e=Lc{j;3!tKUzY-QOHN$;3A;`qPk>#^~s@Hw$#ee`@_cwskO`l
z%nwKT?!r+|+nkOc5aL+A|9i_<bdbd;`Toh&US3=-8pi9jIXcI6k~qEAXf%2)OcII=
zij2ollR}Z941Q4~@h6?dr_s*PCxS>4UcMD2)TPyN7Dc4w(Wt<Cmaxm}Jr9(B1SmPk
ztaBF-MB(n+_LLZm-sK1_2jd+p2!IW5!++=_SwN|`1~Ayo`)=+oc+_JB0cv=S+3w^O
zl5VMc!ArFnl9}uG4?~;DRz=rV^{T0`ZYx`dn}pq19@Ae-Vjlt@7Q@bHB7PvBY>_Mp
zKM$md0e$hDf+*>Whh{Cl1{P@Ri6{uA)!9M8uC`P45V{GXh7vqw_bcjyInoeDT^}sn
z+k=XvY&%q1vy>U*_-bh9{3;N=dib>UOCAH8kGG?C3z0d%&0cUKq+`ab_n$ab61DWL
zr9k=_n{X$a1M(082SB+1h=7LRT08uvs!2r3t*ZI+fq9@Eq=diEY~!9M0Y^3O*2Pov
ziT8mJ(YRRq@I6s`m#Koy7nU-n7n?VcR=bc)k5+3yNKsxWA@J1|rF6Va0mrFl1@Q*@
zN$mXxB5W@ELLwz8X?u8XBefP-HyI#grza@7FpWbRU)uPj>^SUR&r1%AiHWT~|Nq{%
zJq*)C!(Ay@@|jOBiOS&)y7V&4zpTnbax|pW2WkiBPvZ)!s$A8r@6Stl;$9ibwVES=
znQ)K)#n1sEUD;JtcsgY_a_^qNZ6a%6fG%AQb^g}Y6G~nNP>p-DEu$8cJLV;4O{?c*
z#`VnQR-2>!Rx&`UU#4V#VZ{Om6x$6`FeGQ)`1x%x)Ac!*@G?6~F$`%jS!NCWwh-~6
zi@EoWnj0jvvPf6OIxt!Ja2p1z!aqpb*Clbz;W*x>-^W+;z{$novbE(EVK;x()yvV3
zdi;s&An$q*m}=+W!%+*f`+mS|h5)1ZPnUvj7l{>mpHr^o*pB36`(Xh!srZ_HQ3M%>
z)sDVAG?cw72wbjdq@9OxZo*1a{FTV#zvB9?j|afa>@}%cTVyh8$7<UnpUdWN84DWo
zjS~~yfx(3X&ZFTso;0shAZ0T6j%{KYA};9~+W6+dAdk`wWLZ{b-XH;$N~<UJGqz{U
zo5^iJ@${6lSu~{Mv4%{SLqD<A7<^BUaX5vJ*m%q+7aHG3EOSvKmO|R0V_?EoPc7|=
zd$ug3RwavnnK%vOf-6>Qfc{W&{Pd7+Ey@NHW+06l0OpQh*>A{~@z6vt-!~sPs8-Z1
zF#vN_3xy*6?RSfA0@Q)~L01#2^ptY|P!bsBAZtJn8W_EELrsUJ3b+RGc6TV%5lWo4
z3ML){ShpdMe&g>P1m3MMZjhB!oQLEuVF>bcxxU?Jvz>QwDpT8=Xq=W>{iXXGA|B5x
zFUxP?Q86MT`~iIQLJl>02v30Q@n~+>7RsjWyR7N)E<XQDT(==dWT)K;p(ap%gkOR~
zino&D|FNszqFsH9U|KtBwhDFV_!o?f8`c}Z5wG+nPSe{!h^|cN?9Q!i!uTu|=wEqp
zC^dsC?JIKkVP#n+9AeLgk%pyaFuz6gC`)7ME6sCuG;d)A7pt9Op+zd`hiKp`)H!A+
z)3E2UTNulwvz+hcF6L>sY2FqR-J5^lEg*MSlXUk%(%@r3XU~pz(#g#~9`HbP;U^-&
zI9|4DWs;0i?3RxbP53O;E!-`md?SpdcQ*OVinicTYh1?gCv%uitxG+9J}zlRZy>)F
zh-RkpVeEa%m|J(f$Ao~BlnK!Q7s7x`jQFt#K1_&Cxv*_cnZF9BmX%9%{{_ScZr2TO
zp`=cduZoa(2clkFO|Dh=jgioSg%igQNk^1}<-3SogV7&k0+}qn@`&3?1R}#jMa@4z
z({TWrV%mi)a|lY#Y)__aLAWwfI$vG6msC4qM0-$&ybT37JyBv(+>NMi?e4<6!Oyu|
zep~4H2_-02Nw_Y4N;vnX^~l*z<LSOluhw&g#?Jr(A(^Ilaqwk}UUZyg(ljt1)(-ix
zjNLhT1w+S?zXn9(CkCe#30p!I0Z`~zyu~I4Ua4K@Av9_ZXr<hG-^a;+2?_^I-Z?1Q
zez;%b)9APB50H8NEg~t-Q|DK2k&)7M(mt!(B%{41N`J#Q@(wM!otVSH0%_pRKTylm
z0K^Ci&YA^Kwq^P4dMOD(&C)0~C<ju^QwF10)~_I98rd&t;g3AMU^rz*TZR49^_RJ|
z?iI23m7eX_4%@)R3Y;r`0p#t$(jWRZhdxo8&H)wLVyFRsGuuk@v@AjL5D*Skgo-0S
zT-MJ5zr;J%+bT4eu>z~KOX=2>AXB0D`rK9FBS^4Hwtw+t6uW6K7=ILV@9QYVB2LLN
z?d;cbq>Ebl?%Em%Es{L)Ghq~I=qD+=<}ao`Sp{-D*H`T!!Wp1Epu+jue%@4JdzkOr
zk(q~5$!>!9oTXssvev2IBDvM)XPOo;3*4LEg?je=5-cgke!{v3N&&N;u=!1^-}$m_
z79EVjuIp$+p>+qXD-w*{j{kPP1R;azn9EF3@Gv8<_54z8nq)f0$r|@}y^JB*zuKy7
z_BFytw2iZ%KISYu(FYX_i;9Q`IACFASGanjN4*fw$bhv%?(4iWrfsyCnXk}mDSsyU
z7A#>Ge%G1yCh^=_<<;wW*t1<^g1O?$O3c<bkiR1z<2%Ov`CX8)T5GC`ZwLP{8F-RD
z*JxL}5Qcldz*^1|e!%Ds<70MM>XZRD`t&;$Zz(uBY~>k8&N#!V9MK9UX@aXtFj2jw
z{(@T{l-8)bVC18#aR<co2GH)j&D*J7i^?%%Bq+66d0UBhe@ZWX3lPwdpKkFkVFf5i
zpFD$3XcE(o`K#FIvx}oxpn7G1OQTy0)BFK!p?4F$cK4t7!iD0Cve(e(y@lR)=JIY0
zX2IL;07F;BFpi;8Sb#afyI#?u1$ZQKC1)K#B8nkH1QUD)*fhwaa@35K28jxYr^l53
z-1R4P*Lm1gxm=WbQqaB!t<{L58yt}B2`4NJ#^Q`sV|^&$iAde<*f9Qs@M35eL3@&s
z7(s#G0UvMN1vd_V@{!79pzh1;C`diC_pcrZh6|xef{u`*?j6ZOZyoX6t_IXM;CSwM
zK^$UWp3oU0MF2BkRD7F(&UwZpWUvI$P1y^sm<Op>$of_PjFSzkhcBwg;XNb$2iFiG
zqGKj9-RWQO7-Vic6pm_=hrpfAJo^e<-Vr9z5iD6K4PZ@1IIqDC$D@C=#@`+f{mEM2
zLl^5I#}v}OzI0F8dW?4W&S(Fv=tIXCksLBY_Q@p^)_!s_zAyK2Zgthn!3M038_t#6
zJOWI39OR10>*RiZ>o8%?n728b1>OEtpZ|i)7{6l&>RuX%FAV@7xuSeM_MTQ)YHj5s
z^D~?JxGcM0st0MWBGfL6FmjsHCXeEoHvI4Tsea2p&v*hZ`QvPhZsSXkmgZhaQ9Fdb
z<YO1ut5Lo77-m4|_zu^+BGk7@0@xJU03qFtM{bCovHB0!yu)?Z6X8+XW!FDiyGBs@
z_9#S;6(5a2X?xr;V9A-s^tnLeg@Lx*w%%a3Dd0Y6wAs|qwTfSPzkeQva8YPH-Wqzg
zqw6$6^3WeVl55t!4?f-io5LNfJG{2v4NvWV0R+b;*)RS2QS==o8|u&#geQHf(h|hc
zL9+_4d=17PEzgeOF%}3|4K4I8ot|ETHSho`2BQ?d%YQK3zuh>l;asx;y`Wi@&wskJ
z%ReXn>)m&mseXT|y$qIL(Butx=(++xll7@TaIA(wQ6b5Q*5Lya%=Ijtq&NMJ=0H23
zEwak?=du3^>Jo^7*3R~Eiuh5`!vbw!hE%66IdFzJyfr%jga5ky;LAGx@2`f9L;lcj
z1*8~gIE5?Ng^_A`+y(2OhnUfv`8Z<qwFf@zcnGbbpbhiQ`I^{97Bt>|@fDyZnfzxb
z{3&K6$X-2<-Fu<t7JcGtF?0cju<dOR$S+#9q3x#er);Du>-^W3(-;hV9<MiSgZU9Z
zpuapEc?;a{k3$72epn!+fOi-i3i$Z!&;$y|Tr-fh6F?+Iqie|39)3EYN#-jF^ntUb
zr@+pk5OhwPrtp&Qq5+^ODzn@O`gxBKXSSoNrn{$QlsV^g5s%HqS9ABd4>tqa$*4ti
z1?RQ^IV%8A8pRHMxbrnH>iZKzMR1xK<Qxbpz^4kSEC7m)w00SC4zj@Ov*Ztyx_A#W
zzH4izF9~$%^y5?>zGE<L<~sG)9=@$5N`Azu>|sbkJXe(uHzL#C&8SJRaM^LWfabXZ
zER1yJagea41iIv48TZj$1W*>&alKu>i6nE(5@2GM&Hdxu>TST(Z`pVQwE~CK;`~Ru
zNR)`O)SlRefP>`4AEe}^*5c%{O!h;ZT$rDk)H(w5fv~v~(u|L@^nAcbXyI3CG(`j)
zNqiI*4cnt9hX5ktd);_8<URO`4+?AwY@Z&ru-kV?<y$<5T=A|R=+%**qd`5bjbg~M
zt7rq%?IHlT=B5!rFje#Y(<>{CFKQx)-p3&OVmkzZ4tpN~wkGJO1hcN8q3LKQA{abf
zf!tBz#~2Va=b>F+8u_IaWLy#WUc>+bX^<=ma;%q;W)TglM67&^wE?Lr5-<hyp-=eY
zK8z`13&(VM%mRZc0}deG3L2Ux5DiUa?@f{e^Dv=hb=+%t^_6d#|G6Hq-plexil;vb
zK0~N*oq+~Svc8s#TdF6s547*Z#Yn!5Gn|0q8Kty|zN>|iv+3j<KAQQ6Od26U|43~#
zjO__6%a3lhqY{<CfHx=KYMje`h*j%Yg#pIqK9h5hep=OD07`g3KQ@+I{+s1$7v&0w
z<8~uC0cuSkczne-&g#+Ldtgts;}K<k1XwzV!kf29TZLtAb>TO1B8A@S6|jb~Mlf&)
z=og0vpT4OZR4>bStjVap?6D03WBrgpTfI_^-rC}rFqeJs%>#l@{NZVfE1oeJE2!3;
z1sP8N5k+cV1+X05H5O&Nhu_t}8cLxB+QM>5Hr98tpi~VGP}#SA9-wF-4MJ`+$eywk
zw3L{&&@p^v9Qujr_G}ISw<{>8S=`dXye2dN<9r!PCyAlbThu7HqrzdFizPM2Hdu=U
zpvT$!t!BsSJqv|Swr*!$zzbzZovsAu=%?KqdURuGj`DSo+dVl5uE(MmQ+XFb)N7u<
zi<SKygDDm4tTfn3l0V|q=OY~M5&MZHjk<5eY?)AzyOFI)mG4+?WfzpLQ4Y!aon*P{
zp|@SZuoH@Oq@tt}GHRKJt&aOgXT!giRN!FcOYL*KeamahFMLl79%(-;%*A^dP2=%z
z(A)=o&@RQeewt{kW1S*aeBhgXhvt24X}L;r-#i2WFX1gRS~P!);Ef)oYwt220@Iq*
z4X|^j%TOzGIcQt0ScZ@pS3<UK$5kpO0sbqsO%B&9GHS1`K_gKgdNjjL-XP6(-eEi$
ztvFg}$TbfrvG)mLjj~`=XlXP-$s%G(J(r*~@$KPIH0rwt&nX=fz6J2@j}JNEXnHR2
z2@7iAY7pV5j4XKA5D9P%AG=M%M+J!PU1QoL``Qv~#-lw8yIAo>B)eMI__SkaID_-U
zW6bGs_#;)M=>BW~5-);)NK4BTmnhM9>G$T_00fcK=-XkAft#*Vx&V*XE=rcmpneRj
zYFQq*7<y6bgccP77!4*DmWK`tf}4q}odV^BnBqu=7oF_$J}fHq4-!f3+&hI1EUDRH
zj->8dLlsshn{HwkvfH6Gv8%lQ>l_-vK^egMY%GdCUlrJP=hH2DCQfUfR>(iYqDik(
znpo)oG=9-!)9tQq#ReTVB|=`?H9r}wNVso(dq`Olg^iP^l4)Ccz#N|(sO_vBe5(aI
zrKPzkq~V}?ikAe-OTV)NpO_AHFjoL-EaX!Y`wD7}3L)>Ha8fkC!#%&7OTp6!wd8Rs
z=7Yw>%J%?2EUa_BcMl#v1Epmhg?a=8(d5a3z<vmu|DplRw?p`+ipgL+h-C17%aA;W
z>z1E8P*~1+gcwW=c|(qkH?Mhsw~--$t6ve}(Lw}!Eio1t+$j%~3yk!lJi*VCv?EzA
z&N14&`yMs`d)gEeH`E8r62%gZu#=%q?Ei29<h9o|PYG?w6IeqNQzmrirhsxK^fvGW
zysVMBCkLb~xrSQhTE0f8F82!?EME81yrU4Mw0cCBuL<*xJ7Qd_VP(+ol+NQe5Ea*K
z+>;-Y3qhdj8}RYw@cGD*FScVVKy&;g-m~9P_3C%dIHx#50iT}Eo>dAZPy{?YK`qDm
zA)+-9+k<V#b_R7cwg-ZWPE7l8y)4)b&}hGgRasn=8A%Tu!7=8er!r#na9N^XSyW}f
z2SPkY8-?_6WI91blW9baMo8|t<2~vGCrHc{7#f6-qUSibpz$ftG)S2)$dur17QN_}
zs8x!eKc7`J0=Z*K*RRsiu6iJlNM2`UNsBwJYkRx^V|*JEz{<+Kc|TucLh}hw1CDQP
zLP=*u&L*U2dhR{KB$u?Dg${6k%JO>v%xd3JGtSNL3nyIEF6vy)z?tdM8vFi$;9&k5
zFrQKyn*wWN%YluV2=-yTL$djRwa1cfm0ZEe!`BzUL5^3^Q{r=z$$;25+9~-5kaily
z@LtA-FG3Rh_!oav1vPl<WSNHc0mik>GeY1un0nc8c_d%BO`74wY(v_-m2`hlm|SCA
z;s+z0qgtHc9v!cOzb)jp(iOgbx~<VDT@aTTHvsC@hmg;t-$1${jG8P#uE<u*IJ<aN
zE&78RNc(0W23ii?9+l$^eXaFbb9u(<r-2QdEL77v7~zT<_#I1Xn~Qbe+{&!DD~WAc
z$p-f^lRiHZ`xqLOp7TSu`Yx_lAC_H>88#h<9#EyLfG@ap*zmcBUjX-0csH|;f^`t8
z-KeF2TsO=LLIhAKh@*m+eBx2ysGdHKuYqSK_!)x2iQo^9knf{Kz^Tp}jr|tGcgiHx
z|D2&DVHLTOHGgh0<W=&PfHQO4H>TQ3hA=1)x>)n>FyPfWN?cnAhbaVVCTc~Cscmxa
ze>Rb?u`0A%!POTU>B9mIP<@&yu$5d%tyO9RQ#m2A+AVau^TgUw?G<R-J+ATaD<zD`
zap~wsK7_a{g`ehk_)brDfK>%{iNCOr>Tu`xo)T7uwI%2|<~pRvPEZgR1lJ~|MTooL
zZs%|GEB%DGx}qH)^r!Op36<@NVZw?xHf%ApX;MW3=zQ&m;DIn&Ar9T2n;lkQ*{n_B
zS5Y`D=}0pSz|{<_v64vaAk{8@2`;<SsX~|4jIpu^lw8@XlLb>y2PJD)ppQs|=Bq-V
zdKob}E*}9==ho+~2DC~Qf%yD&m2LIDu8x-^r4aAXttJdFmrJKW9jN=$LBVgX8{&L)
z0@6FxKJKR;_}8E^F74`=2KNCoTvlu7000$AQ)zjmp4?iXMjqwHCEj@eQymG;oSUop
zkg4qVY-?vWEqz1Y3m~Iu;8m-ohm>AL5Q=J{UcaV(p@{_Z6GlW<C1bw(f}a)ZU5VnI
z@)yV4GI3Me=&>t!aT_d8bK3>Hg3ZJMLgOEjLZex2+#hG*qRc}F&aEjMyKlih(Uv*T
z2fZ(kN|k3{p{!wio9!N`gIZ>S6@gICc(tk6qV+_BV3Ma%V;7s?fViC{@roX7%5A!?
z75u@N=1H~87Mb?vN`6B6?O8QsDBGw5K)*QZl%z4dMed`hM{PPXbeU*BD#iZJ2iUn0
zYKGu0frBj0%;7M<e-tpwv=BPdEj6w-UvLEp5KGnY#&}(J{!0+%9@2_uV<0&jJgXE$
z5?fV7zrtYe+om9|`Qfrmlqr<LK(^IlHLq89P6`JTW61qgfi&0=Y5SrK(#V8{DDIf2
z($Fv}js4}qPaHX+&DHu_(p8v3G{HeOj;i-f6}~V@{lhX86s2vB#?^wADGMC}jq4ZV
zSw&qzU$(G0`W(~=0%t~@Jbxd@BZpc1W4YA_(Ij=K0L;4;dYMAvRdk!2Xy#ksH;!K6
zV!$+GD}yu*+*CC>FV$F@U=ro+zYAXI{dE`dS`fojUD)m0Kj3mgZOr)|dNQQ?C{3&d
z*$kkAiJsq}#!1OxI#~&{V<8~dS$=efpVws49pPdD@=MK$VQ6EGoDaM+g%XO&ACFc~
zZ1;|aR1N|8Z}z${C^>*<iVAQFw_M>I*cs3DulPjA1K=^`jp)XS)+?tCY;JV5<uaGU
z2(zS7FZR>~=0L=d-G!s)iSO6#SJ27OBE5!niR|Vz4c-9>!{mX2%sBIf#4XRWU*1%>
zmw?T5090!9LTaWc$rn9`4T3Pq!pL*~ensv(<l<4t6|)2Blg+M&!~y4Hq$l4cRgY_{
z7l!q4Qcmwy^du!T>Aa9z$276EV02doYwk)#c>qz3^hjqnKlMC~O@hC$Xf0=Z{5=dS
z*AbSnc=Dl9fF=>JnszPk{Brz;`jg0S;c^5S?Ox9m{I{efN7+L^ziNxRW8a|0MckyW
zt1qOb<^_@$V}3*_+k>nECWYxe_O};h;rimw+(#@YE?e_CrtBM9w?Dse(l2UJ@4(4|
zj9z|h09UPmOV1LqAr9Zms}cUS=hvO9g8dh(wHsm30Oh44>=4yHF*01Ei$8`&GsY#d
z<I-Mi+$0&%9dq3Uqc0wr2j0LUa&o8s<99@OK{SV)i*EnvKW-;0FavokjI8d*9SBrL
z2MJ2ttSED5i>IjskHBJy{a<u@ZqQmXs)V05w3&=3kN7GLTjz+S=46kdO)_Um5O(%-
z6m;TeMH`vJ<0bI@`|!%;UtH<)y|G7GLauv;_v?@(gtYJazOCHI$oxPlsN*f<$<bGE
ztKf=Z{x3`u=g-!~z^uLBPeKJ6@Z4yB$(_D<Si{A!-$#f8aYPu?=bdZhVy8K<aNtKp
zh0fNuU;IP$%y$97xc9(mbNDZI0h04A_Q0@zva(K;mF-Z=FDf7<f9MVz-M&#~bffLH
zWB<y^wt+qJLFMTrYoCHwuGsKka!vf$gv6Y<Tb-g5{!n78W0^%+#x43$L-rD{E%vwv
zP(-~tI*cE=22hE?vE=^a8K?~%VDTQIe;*?$CZGiV_<3S%G!O!%hiLYNe2~Jo1ekAs
zKRa0q#czbyf)inY8fC-HaS%3d@H7Z%&+fOYX0(K+M&ttTE79-*NE^kXlc{xq6j<IN
z0+eDv9*2+U+Y}`BJidPR=-3hAz908tie(90ok7PYaE$r^Fj@Q93w~@C2aX@2B&@=;
z$FF9J0YU9tTAU{fYyuFJoSrI3_H!x0{Bzv8-Yl8U%Q^s|@1fwF91>8NNdnA`w7FG4
z3c9pQg?ziH6CwLqF%A<t(nV#)6yQMnRgopFDv)^w7RbrN160~D^L)fn=ntIfDF(CA
zw!DY(qlK~`XUQyHO4u?>eZsfd=*%?klA<D(zgO^QHP#jU^Z9?q^Q-Sfw5`mJN|(#C
zU_IgXHA$5NN|aJKBg{m(E2d#)mNbZMZF8^LR;y7p3}|d)8lU8t-JSu|rUE@vmt)~N
zi2{eSj8SYZc+h}iGKQBz0GJZjl>MCvkutV-is{}sV#$ud;~ZCDTa5KVvDrQ94}47}
z;|A>{qiZlQ8YzES^hzBI7%O2^R&V@$u!&M|?xulhE%%U36*O$G{C||a2RPR4`#+xB
zZB@8YcHCz6Dx#2?+bpwWk2@KOLdwX>jO<yIjBpbwAwsfOLq;j0Qnt)c{m)DF{f*D}
z|2_Wy<9Lqa>5=C>uIqZA*Lj`iYb+`+gz=BT^meU`A#Hqa9g;f62lek=mEGohAj(L<
zropszX!u#FOQJyAL>=6$hU-tJphq+IS!QNmmY(X4Ht@?x>b|2Gj>RBGG_{!=I|hAk
zNd#e6R3-^ctz>BFv`hMn1kilSnD6!}Z3mhBF{r=9>8A_42k~$}B0Q4zN&x^gz&153
z519u2c{WHY;UCa5n4v8RmDY>nR`##<oxi0YN3>$3hDx&=&SdxuD+~yGH!pyx{-=ue
zCp_qCOGG+ScLNN;y>7A9kuGJr?1=&B$0qkzC`Mxc_cu)B8T<Lu?t<chfb<vk@BhX8
zW=-^J4^UCAocA<X7UVMZ*;$|!7wugBlnFXr#~F?g;CC#^oq2-x1Ol$?fcvg@*G%r6
zXj+%&0_rasM8Q9Un8<_L83;{!ovzgCN!9gzM+UyKnh6HqMh6G|^w}rizBOR`1?KpF
zuC9ZBCW}TTHhedm{mt-dFf0RGnJvfT9TNonHkb)K3DCynNMmbbJ|j8(82S2MXxV#m
zy|niVe>|#Tvw`8&U-<p{iT3}d8FC4{rZ<G`skGsWAFf_h<=3?Z<!-PEV7c3zCF?2(
z$h?M^(j-01WmrL<-=h1Ws&OL{hliu`O29hur~sJfl2y)LZ9EeU!vWQdNe|FbAvKYp
zicCg|gi`T#Y%_xm_K`h1X&#$TS}}f3m#9Jq1)DD+gljui!>uapugwcWSwRfx4Q*cx
zm1!-x(K3N@GUF*I8a{LzHUbgD`7nLR?Q{S&d#jvFG+w0u#`R35eBb0w$hSf>z*U?4
z6ho=bA6RlJRQ_CB4xV}!Rb*Va^C`->BEz1sAV$kiuueGln{#-i8Ngc|5SRikc|vLb
z>2xJ84L>iALih>%T!VG}A|thUFto-aeB3zG_hI7`*8w)HKg5<Ne$0xQu{@y>0ImV`
zmbMO~!}}Sjkt-dUIiRKgv#;~$)`BwYETGoMVy+>vB6$6(t8s2~A7QUYZk11KeNlHA
zQirh;3DJZgZj51kC8`eMiGsUmG@=@z{3h0?xTKdH-d%Afsu6t2^PomW)29qU0L2=n
z0S5}kc66?BJ29zn4q~aRl=|PgCO{YtFLGAxg()gcr*u66$cEYeatHo+Ni_4pc{*co
za!CW_Bq_TCkVMIS2$i$DOTsy$XF#N;nUR_Uua>%-v~DyaUvywCMt*2i7{AW64*6_8
z0FWvnKKl3d=y9{<uxGzOTLPJwSu7HJ3@!Td-_Hq+j=5`L_&z@Pow8sR8u)fOE&z;o
zzhWC?9iM;>q;u-VUP7Z}aJlX<0*L}cuf#(twq(?_=}H;nLcvt)d<p=MY7g&OeJ71U
z5K~kzxxC8WR}6gexuJVQ?}cFD#=dg9ND72ivLPVA3;Ay{N*L}#2xa5!K<Z7x94Q%J
z<j+C!;W|MYdc7ai%)f*v@sKfL{DohIF;9OvX4@9G?^U(ug#X<iJNJt4LkU=#EK%h&
zO_){Z6=N3YZJR=QGsP^>?K;+tXDpy5qA2EEM#|Ua=1q*A`(5C2y~~Gm?j_l?gu}1{
z57Y=dL?CeJ0PX_RA3g_>(@7~tzqt$Bl$^+c9?!RkG1F>ZQFt6tOey@-Fi5LW|7?Z3
zHMX3aW0lxdqVkrGRVoOKXG^iqB#8AzF>rplTm-Ll`bUK{WBIj4aQ_iP#?0^SrtB@w
z2ps;2Bw=8|979$cmQ+gKQzi;fW4TKn#^;S1&linb>73A{@i_iD*K<h{p(D&Ljp394
zR9hq9vr&d$Opdg*EWws(czSoA+di1N{~bwXpO3{ZNbRG4vm^pX!)hQ5261jbqZqM1
z!2)T%A|QO}%n&QhklGm7fut<;9+4c_S0GVEJd^w820%yKq42oManPu3a_yD*Lm|(H
zRd9TL<b7u7z8m~OHt+bKI!isk5!5F=v>X36?f0Uly*>L74WkrPyj-ter~0IN8}Q<l
zAgE<|wbrqN@d97)Lni76$;7GghmtIEXNAe&u3q-M1KX-K=ZaWt%Id!BAaOvxW1-F7
z|9Br~P~Ve>_<ur95Xf}4-?7vIn(^v=Oi3y_FhR!8+Cr7E-=k%UKwew#rhEbjQqE$Z
zi4iku<!8ID(Vo@`DvA-ml}_zb0yFa+KATC_A7JL(;&-1@RgANe9Iml1o!>`#0{%do
zfEZdar@RTn=b!!%w7*N&=aH~sR@k69Wl_-JeaU^-9-+n`7cXsKzA5Cp;ZFho$}tSO
zIh^=vDkq*`6Kbd}sKFNa(1s~e5tuR-BKk|G7~4}+P61nj<zkc8wH?MRTEv3)tdjt*
zCW3mr!r?AGZuf4hWIuE0<PI&cNLaEG_i!Ge`Gi7fH6ES`@dM>G@FaQz&P<F?3Kjzm
ze-75ua(b9xNXltBJsk}oj8d5cU_5T|AFq>*lJo2r>admby9y+FN7%<RDs^ET9(3h6
z^=aF})&a=gwxL6=Z;Ax~Qo|?6SPtiC(wo=Ky+pK&@c5&V2X-7C1NC$$Q$#_Kl|b;n
z%s5E}dBu}!ab_?nLY({#VCk0Dm~M7}oW^ypE4=7tq@EsS*0Z`f?EU-!@dmuH(+#D*
zn@7m*kGZ@qh#k4mC9a`~F@tA+bmhuWjTl;BVQ7I}f1};VgRu+n7=N*+9QabK5K<do
zRN6681HjvDERyeH2<%f`0%?|v9P`eFx2kMJ8rvJkRLJ+^S{uaEYvmV+%}l4%(0pf5
z`|wf04X-RTQRPG3k6+{ex?xZQNZd5N>&HF#5EHG+1S~RsTj^jaW%&x$Lr;!j*kG+?
z8IFMAKwb*m`?Tk=r_%GIo+HQQzIXAQ*kQNzE~F@i+)Bo6gcl=GDDex<=6Rs4$^6ps
z<SR{EXrWXT0M|hb{-AsEwObn_2HF9|kS(?)e#rYkt25lsR(Z_>y?FZIfnIq&v#hKl
zjvxn9MvpKRR_>efA=$u7Yebn#T>5@IjC`1RCy3fT4)%0tu3<tZurpNjiVH#D0~dOa
zQ!psvRaL6guX9cPEmdW5tD^6*mIhY4g)M-T;>Bm@2U|HC{spKK0@uL<aUI^FrG5s&
z-45oG#Gp{@v-Pp(P0qGy+ISp>L(UD!p>)Fbnh)GNBe2L->1{rS$c4x8BqJYaV7-Er
zc$wTGh9Ad(LCC6&Tkftj@6eRHP3t%`ywY!6>4!G%H){sB8(0|#y>b^xmjxNyk&pv9
zINSeW(DCD{sP@wtkUc@`xKTYCHZqDpu56U32VkFx5N+VJj(m(?QALX<sDx4D_k94=
z2Z_sb=vS5PlzmAW$C0#SXz(d1?<b2x`2<ovxmd3ulPVfioknydw@aau$N7Rm#HkCu
z5Yreqm|(jK2#rW{iZTgGtvg~&wHsA2c77h?V|&WG_;K=R$!+UN`(W%+DxsIcQZEqQ
zBYf($@*U=b)fXoX6c!rE->}43V7)r$Aw28AxvX@~|3987+*f!Lnr(#%bXm}iCmaff
ztj4gjfJ5XRA8=<O!`8!XZ`A^1R5W3;O;Mr7jli}3^I>%}#iLzr<rl}derW!Tvz8za
z9H_3m?u?5~P)VnD1Ajp%hq7`c&KAYId@1!4&Ai>lK~J$C3?53}(yhk;f?<Ghhh5m)
z_34lWBLStZ<k5BkLXJT}rrP*^?6c)D{(h#GrUaFpuo#Sk+SIl2yRgr${GQdf@<(Kq
za=YeAm9#>BvP;yc(JA9Grt-#)#fT+Bzf;D$;z-Wk)q}E_vO)>Kd!74r`5=uWkS*Ng
z?k(Nqk4JLRlv~Xkko=OBB&ytl*A2gNMM0kN1l+0ybaBNocJ;qk3nb<M^J?icOmx@Z
z?Wc=j6MXUH(s}c8+u*|`yNY6(1yKlZ-j!Y0#ZES8%mQ@2bKe%8^T!{AIm&yvsKV$0
zKnhY*|Fsp!crj)I!6#5SMC})ZQvu2*9V7L`&qKy6N2+ndpGk}!(%zowc@T%4ynifx
zV&lh!qgBdgDFuhiJSaQ4WvW!NF?t{g<|fB$kVZExn5SUXz!O_;*|?i5aR(o<hLX@I
zjj^lyeP+tOjhW|3mN!PCK!Pp_ZEvKj*rDLv48Bk#MJ-lirz1dt`kdjE-SHyhwIBPO
zaF%tpTP!vNwT2GbRUOBy!t}_dCrLrp%Bl?G^c9U$V6=h?#04n$leJNY0j{MeW}ija
zjQaphH3T?4qf`juzZh((WHj)*i(-PKjpWpKg%|P!AB2nPGZEy}A!MV=lK$hejnqu(
z2*Ux+fC2CYA6WT=tOzcDfAxTO#ZT8brH3&=B{1&1Fz!QTedK;joWbRJFu}C$vE@X_
zu~pLZ#nNZrKRJnx1Gg6{tQb8297Sq+cx@I2>jezf&Hd#dR0{1&8%KcSUXCLI$w|hc
zb@$3rj6^Mg{g6B9R|6cWfGwvq$>y<x9|!8}X%di#3$EJ(L%2LgWoWJe?*2=*jq9yu
z<D34L+pOU%%KyjnQ1Tq>q<m~JBtwIRv!Wbzv0D=8kHTgtb=1yJ$WhA6On_{XMhx`9
zYQatRl{~Pe6JISVrbArugZ1}d+mz6RI&2n=t+6?+qFglAQs0V`S-7je#c-=%^J2H1
zww0bRN6$)^;S+>Koc-Z2uZ?FztGfT$>WOySudrR*!M^~Z3@}>rHga$tD!&7Cc%dTX
zd>gN_3KMzeD%}t{BOzQReXarINRs)yHy~=}fxt(HEr=h2Qzt|&x=^%m2>#vj1O^)8
zDSH4(Ix~6znE~9#Te*_93m&x8NJ4Dq9--S$0Zc^n;4c9%){u%VfGnU25t&yD`Q(ju
z3Kq-w?PE6qzlmP*DAf!Z4Zk{md%+}`lPL;zqCJ6=a{DEJEo-{Y*y*5`EPd4VG8}!n
z@?R3};vxA)U`dTUuu(uL6;`g6DcC*aaO=>gMl3;X@6Socl|MQi6}|vx{27#^v?-Re
z@Z0MAxs^T$(%v;_{0!kJzEaPMbLF_LS1We``p{mQKjw5sP7vWv5(<or3y9w?S@e70
zE>!AUr}%Bz$TaHI%QKS!5Yy2m+2D48dK%vJ6cSskq_Mk1XxtxMPB1T!SXKB)I)?cz
zFm`3ieh{TqOLtlKV(fI$+oYs)d4{7;IsHtM0}t6%7>b{s(Qk79>lW>%dAxGMN>`TS
zfjs&46K(*i(B+^JKq4|dn~M)Rj<HLC$DX<P%sdwROBd~9Wx8<BFIv(f*k`G=>2OpK
zO`F*LhtVn6riS?iFSIcMPEqYqkiD2;K(0Iuf%TE>|ESf?gU*S7DSmS)zzmR4<!ELD
zE<WQzhs-}Wa;h?q!2Z(uUpFfJ|8}D@804H=2gRPJwUJ7B`mgtGx}>K-DMSXDjNh%k
zEW=0;CEJoXR>gjDmodwe!xv{RRZ)lWcvp07hmc3#FMrTuqIQ_Fm)b(P3;2ufbOLdg
zPk;^YJ$O1BtWX+*;ClzdY;OmCW(mu)D%W7&7=Zz$olN@{^GCFTU<<V4R}ELM+9*Bw
znj7N?W<O7-DjDIFUk|@Hdy8ZBI+l^a!wPl`&s?@IAZ4&WSSnAVHL`AvD>Aj=OQ!41
zbe94NAN$Oqj)OS#G`3KhZXUN~;*VE_mB<#>W1J8qfNr`UY9=_=lBA$(SmYeG&G|q+
zJ3~iij`}rGu<(=GcEU>aL0P3=;Ls7!Q3#qwuUhj|yYadTs}T#801-4z`9S|F@}S$$
zi2&0w%i-N+H{QZ@lQWitg{V{+vmm)V0Ln9LDk8B3=Z`?rX1?wghLu5GXNP;2c^S)*
z`@lyN1Y1LLD9Me0tC2+dn9n{008!isP+MUur-EVl+~Ea$`sn?%fJ5$K4nrV4C`Xgd
zK&?AvfBkSIVfe2=g2M?oQ{b2mBO)57*9+A%jT0^hyghZ+eaqFcZUig;L90t00DVsi
zeG4gXf%0pFhk=8-pm1(-rMBIKDu28z-09DOXaLpjZrcD1XY2-7r1^ORuTViyEBLyn
zv*jNafY8W@fhMD0*O!xsUaQ)vig1Z*5VC5IMsTWn(Nu3Aooc63`Hsh_oHAl@SXL#N
zJ1z`Ew9EDYqD)yBU9Q#Q<Lk~e4pZZRLF)p#i4YJN;ywn&zXNhzvgpa)JqfQ@c&0%Y
zQ5Yzpxnq}HlVfO$VvwH0kC_L3-)~Y9%>A=D4xYuMw0QnoZt_ZOXJ#}2FSVyK&-LsW
zN=SwmDG0kkl@yeOX1`!|TV28$&?ij^+qpVNFj53S%24pd^*wL}Tyr9D@ZS!2uY$hP
zwnK?F@~W|=AxlF+VzMC;r)>$67KlGAP|{Q8uEL2FB3%YZ&L`V2Gy3qR<c4y2q)RSP
zYsd>T0J!{T(u3Ya(4!T&Sp)lExW_FiyAXhKX(8Ako5F=WJcdEC6VJ}dySoUr_LAbY
z(?$OF3i(jM!~K2jHRrRf4jn#I_FnP{$+6rf2!36+)N7nG$#+9hrcWA<o01VE&IS1F
zIzeol_@VAH(2tmrK6~XW`s{=ME0`lZIEl;?(l{h}L5D*{tItsK?0!%Pu$MYG2{Z>M
zl*hm~5Jin}h;r^DLP+P-kO4H>k9$#XEA`Njo!lObr$JDXE5vqyQ5;1A4-~hq-}L|9
zkxG(#QX8B`4s!hkTyH_u{aslv#fvPdd<n{IH{IcN;lp#)6DH61h4n(mvwU=SxVZNs
z@M**ct^G<F_u&%24V$687{RX!^s@>o1vT|M$7?qM(AExWtRlZR1{*Nzd!D?^gQcL_
zY0`P+8vwq|dI7Vuayc$XSI7L&0MC`EQNN*+tg7Uo9MEl1>jxj8doG+JX11$pTK~=t
z_;Qd_U5U8jP9a>ja1n7-JQy0)cT$s~wS0-XS_Gwz^RnR)HzFgEld3Rr>4%V-wL@1d
za(ZUa;{4bfA=i-|F6=Fh8xkbezYeK)V(_HOATKfoKqOk&2<T@GIv$*Z8GwFMjp`86
z8RkEldFM!XR_%ITl7W%rPU2l4)bX`(y)0V(2=_<>>rCT?kxFPdil}i>Ff1XBcR2qK
z1<{}!x6)_!G<290_P^T#cP=7=@j*XJ;GM=ZkN{=kwWnaDMs=M~;eW~;)WJxDApc>s
zB<#DU=M7OmCM*W_w(2iQccUo(&SZl!H<D5Zdu(Ci-9_nD*-n_Q)}VT$0hS#xBG&{Q
z;!`Vq$E*MYrOBF+7%v@VG>}V?_OZ+t(%|)ewxj#<-C7eka=@yX)%+MetGvf;e>i7C
zJN0X0FPKYhml+1O531~cmtGw1#pcxWODtC#4>`Yjo?uv>1#9k4ov-BzzbzHn$$3cO
z<QGwwv0F$-7Pd{+i<8C4r3f+!T}cCpqZ%LYL!AUS9QN>QWTa-^4Dh4&qd>uKT$gMG
z-A{jL*j@k?fP2)<UdaGoEMmC|)bLBHZ@(g#?ks)j8d(c@pp{2&D82Hjc%wC7NJR%U
z80G7TbiTBRPh<<wd=I^@$=c&mt#Rj$NM(-(Zt6b;B2r5(<Tb@bs2MM=6sNrL^=Ejr
zLxLHX`Q385h0*m8zi&_vrpYa>ctgKo0;&^Uwp|2{#iE!47hZ{FW0&Ik$au$B*r{`m
zRFz)#pL?<YyaE8HDI_=SdJr;WN((fD<DrbdKh_Z{EKr&CQ2?8dd`Ng}0-0ajfTNt+
ztz8Mji%U33;^HPQ$HMYKG_!c7>*$uhnc*btW`={@j?o(pzc-J{nmHa@NJZUgPq2Zv
zFPnU}f*m|yY2*362vnk8)zwi6j^|F>b3&6UR_ExAi+&ll5=k}Lzu?F@bvSC8Gdi1_
z#Bu&*->!u3+-s%j&0DJ%4VZUt!_GPXDE-*ZS;A>hN(0VK?F^?tNe)s|VuPo{@q9ot
z9gCx)(!<!nN5`?s_GSIqvBo#xVr0zX(05J|I|8PbZ~ZC&p1di(zrTsA(D(L@pEC<8
zPc@<#Yb2g%%tGr|5#JnO4ukN9{P{>UH%~&h(++y4lOQ#T#d6hs4CdxCQj3P#wsGu9
zmY-6L;{j0VoqC7ce~-gvOYvY!4Ucvs(*^2t2;);xfXBT6&1&MREB8?Zm+bGupIRuF
zdRonU0xhkjvEt+w>sAP?I$!Q4zi|Mf{=TNrS;!zQX~Ms~E)+En>1zjXSclE808TVX
zj^BfJYd6<jGcPX#g!r?t8Y3-kP)NfV8L6Ukk$?o~=aI@7a2W)xI9JhE9S|x{YV+0K
zmkXN#kpodA({`8^c>F-UpGij240<3?4qe-V=Lh&PuSR`lh78{{t$nyMEuJCm5RP(<
z_+Dn=BF}U6vsLes{nHgL7IbGTS>%_&De(zV@P?2{^-nsL;$@_?F-<q+yC$lMm7TJ@
z@-08a74JBT$i<+@=frz(U~43+R^G4>KO7=v%eh=7qN>&Tw)V^7FhbsLkb=pS$)R>*
zmUC{ax22066^%zcnrUA_b#TJ@*b~Wyt;!8C+gpfKI<+(xTY%-*;%fYfU0rH*q8cRU
zd<|UBp?NoPVujpd20(06Hb$mamv;$#&CBT%DLY!tJhl|)WL14$_2K@xd3=~;%_l}A
z?1mlGv*hsH_q_g@!sN}n%CD`R6#+G7UgukZujO20ML1V;syW#8@&p=eB)&3L+gnt?
zQKrb1u56mn6Fa>>doVbnV`b0gDz9#r7Iy$YVr^%}fbnce)k{hL`2;O4!)da$y!1W<
z@XN4z>~8fa71x+Br}lqt4rS;d%?k%<ej4A`yD&Sria(yofR+#5A5w_sLxr4%)il*m
z;5a>HABj<%X(QKFOlF4;Xn&cN1$Y*JNcU=K)=<PYlZ(w*L`0bQs@$lJ#4R!(oplDB
zWEfBaEP&^AH@D%$1zpih0)c-?TV)ShYvk7q==)pT;(kU+KZ^S(XZH*%K;%J7S6bl8
zf(kuFE>*WjU*tX132Uv5|9VH5)uGO}TK>|Ur9kikj#<%DY_)C+Y!4g(HuN3-EmASw
zGlubup}PB(o(q@D<%po$IeZ&E0>O+`{Vg3Nt)p#Y!O|KI#T2~U^kXa8l?a}FdRho7
z5v@*pWSDZa>c)aFMK3{R6ZBLrmKiaBuYf*?NC?i5v@O7447|pQ4Lw2Q1rKfpD_ki~
zL}<M(8{~(l9?%XK-L3Q5X(div`2m3@pSJ;|$1V^%lZ9QbI`8{N#jw*nMEp|u3SDo>
z+MO~mzOFS;e?ESgq9d^1P^;*7Tk}=RHc$^3WU{2<sXT$Rq8i>A?%P3qm0Mj*l}q)^
z9r0wu;&L4aY*EhcG7{&6zST`qyza?1lp6{x7>lnf?J&$g+PA(B<V%#^xV<nM_#%5_
zWi(fFmw?^kCbO$0%T})@`w~>I1+Q_h>8{s}JqQcgq#EJ-_?glQFR{qjiu`dmK|T9c
z|E@jN)*l6Md;H55j&P4N42o$~O<XLX5K?|nyZ(bTz7agVbFLI8eWOq2Dc*GP39~ER
zpnu(|h$S8)?pN$<d}p~Oy>E|E(D`#?SOx`>!T6{6sh^FPG{x7nU1g#}t}Ndzv}V;`
zsGXf)4}1D`nlw5sY#pXD>Ny{kX5GkXk@@j(Y~V)<rIEp@hNF1Wq8}z_KlS+SonT|?
zI4nUkgwDUV?*A2p35+U-OCTK<k@Km0b3NiTqS$;ymHwv+pCg~?H@0k^A2ed&Q)964
z4T_+;DCE0vgGvKTu?$1@P`q@CoC@2~Pw~<$GJWBL){k??Ap-l?jYo@`d>WX{xmw2M
zq82&+@pjz63Ln4TQ5r(?VAVN`m9g0Yi}SJj=$u2SR(wy<C|tutMgQU{*4H)nw<#Qn
zO{<LJ%FI>fqMit3Dk3bF)4%ctQE#2M_?_hRuXyzFR(0=O@R%B?+g^a0S65MCHkj8#
z%cm)3M`XBa&SLy4Sh21BEd|pr&;K;Z6H^|I4?R8dbx&$LF05}~bWBmqqSU@|3WhI>
z^gTRG9zWYbf?;sqyc4%%_LyHJqdLE-`^)(sJxRYf)mXhin_J5?(pqE0FJBD1L&LBx
zxuv3-86vvt-mp%9qLn?*lE9H7m(^?a>-0i$CmAK3@f6<v%ZmIWdDl;N@>)r2Fz~w7
zXXN4?@I<_rNBzsT@!CAiJ!P?9sRB<{pBOi0QU5ZTQYp(cp>5hZeu>Ij=$RAycYT(v
z`Xn0R>1Ua3UCitCk!h?@tYUUphWxxZEdwX(a@s>OsE;@Byk8E-M+(Z3lefo~Fh!Al
z)rXX1p3?JB8<sq<SLqzLZp<pB%@Mb}Z|HF}tgmvkPb5yYU#aYT^`&MfbCzYQL9Uw*
z0KQr=KfO`?YmB|1FUFy1XTqA0uPWUj`7-yQ!0Yj}U30RYJxkW-mur?Ez0P{mG{3Uv
zoJ!re^3JuK>R(eKEQ>g{nE-QjUGou9wE;>~K=bo<`Diy<!{Lzf;so^PLqArC&}gLY
z;N4eul`!7Qbm;znv&PauOEmoB9d=%69zQQt$Be-Ah_p8+7H-q!dO*dg;)?G&wP8$z
zzmOn`iqt05$E_A{OfT>F%7>qoWa6>=?yPcf*Q=f5s;ti|B_fku;XFep9FxN%LOHRd
zW3FL|XYUau>T_lCzQrbRMXCfVMoXTKgDK@b7C(-A`LGs`p-&J`-=*;jub-=n5x8Cy
zqd$<V{oWA-LsY#@+}!;N#+PoGq@h?hFilk{9caPs?}PJ91+S-So{RMqA(YO~y_btR
zM$SgDUDa3RsP5%ulwcFy#S<zdMUb24x*z#VT|?BU(4``XT0T<w`mTu>Ny1XpJ#(Nj
zJX8x?6fV4(c=s@G;o>zCjjsaL;1P`!)eye-qS%wxn^u_~U5-}gr^bDGk~#vvUKHRX
zCfIYU;c{H-6q7AFl9RpddL{xX;Xgfsra7%ohb%mww`zauI4Jd8Kqh?bZS-dTdcd&+
zu6>eMY<mPmPIu-io$qw3!v)t{CIoB?SiIZ{R4$R{uJpW3AAh4d@N3AysmO&lk``a*
z9nM?ksoiMcZi=yu?A2=OvIbuZtb1jH=+=ec^=ms?f0XBkKgO>tfWlm%wMMfpkB}fJ
z#yeME)jVu}-tmC^#Oa7>j^|>)U#T914$rCFBE5}Cs2|*&2<9IH^$tJ_T->gBL$!cc
ze@BtSf|mGB_im5SR-oVElwl2h%rcG>8o^qENe7&oxCrAs++5{6DNcbD<McL>yv@y*
z73)HFgx%}+tIBv-m@k&=w&-EbGUG(~F;b}>e_JmstfP?ZoCBxt*FtXjao?F~YO?9r
z<d!wSVJAft5V9iMl{Ma;{V}_bJXZ#9QD;;IdH+<l>HN8pX})~%z_yR7e7WB(8HJ!+
zbM^BE@CpnLi&R1X|3~%?qb8^~ZhWTnPxbP;%~hUSxgkLBZ!<5Pm6fcy%(80Ut-m0c
zDR9e2-kLO4ZIVaooeKMErLp??WMV>PJVzww(izqEY0heE-p@yj8u(tZ*DWwcinc(}
z()J5P4i}D_i%(wlU5o~Z9m{~CJYS0pZ=ZL+z;pgzx7;!>JftzFVv8|p@-@dKGD?bk
z{puAt2Kt|ExkF2v*FQljV6r%@u}9QMGRxm=DY0^cok5aVp(Q&f=~4Q<z~Weg=MAbm
zv85u*lU%NA07RGl^>y=e2#Z#HEvw{v-@A?VYtFugxIv4N=6vJME1GhkD!ym_QqWrF
zwdL37^ZgC@9@$eg5-9iKDk&iBxVpgehCL<=yHIs2kTuxE<M6Gtth-S@_Y-8|uVKe&
zZ0{fSR}~s-y5vsZppE3il`&=SuRei9S_b!xgGV`LuV|_V8GeQD6Xma%X(1!0an<b9
zO2OIB0z~g()rYZ4eR^RU&&akOhZv;!jYsV-Uac1}6?XmpqTd9fCaaODTJDdUQBT#|
zQr;D#rkls>w?J2jUVX$i;HK9r?WgQM(4L|!y1Vih;BFY_=_)+^e*dAP!X<Z8D0j2o
zwtg-pe8t^Ezv)p6lG=&<+NRsQXijlq+Cs+2tby=J|5oN`b%Op5d*&inp4;)v%xayh
z_7+q23!TS1c|VIQ_Z=2tmelwmo{?B7LAor}9N0zBr>lv0_@Vk_Q<rWa_EKPX#iWci
zzxqMt-1Cc@Y`??#H7If2p$1AfZH@%ylRBJa_ZcxegtWJ2za!Y~mL}OG>u%FJy1mm6
zS^i!&qs`>Wy_8_UX4ukB3h6uc!iZV;SwcPkJ;pBtbE)Q=c1jg+P~SqO-X<51?Z(I{
zSz7Eex4-k*XnpuAe(l@9!<?G+K@|Sm+-E;-`o;`DDa1L0qU?}v<D<><5Mpj~kL5WG
z#23&q+_$z%IQhhP=!OuVKTo~n&Rmf?qk%l72BQHD!a6a8D!_Lv;^8%4k8c4(w~CWx
zFQ0W0AugWSCA^Fujb9x)USWl1BFB8o<`#(W`q@NsXtZ3ppB8B0jrxR9XZ<2i%ySK0
z*(xwH+hrZe;oqyb)5zNX{@MA!u#I)tw0~8pequLDo?MloTrJl8B(hqlcdV1wbO|bu
zCOf?~lv`Qy+_a+Cpw?kX2cYItwI?;$)vPCo3^Q6W%f)gm?~GVNP3w|1U99}Gy-mb;
z#gl~p%uEk`j&2@(+b)}SmEh}~i+&QDL|V3((b5g};6A0fs|)sA)?%RqEs+&uF}U=R
z;=y_)l;VcEIAD%O`&<%uHNWfGxG@TsJn;6lIS709#^>BMa;;j25!Wj*Pb1Vnm3`>s
zK@2DFtumTo=%j0=&L(cxrD?ykJ_5|4y2G1;@bT!AYsjf$grUTt&tMx#Uzkk0`02vg
zJAz|xe?HbNimC7@KRSTekyrso4QqPZ1PK;Hfgy_*9Kvvj|5+8Ww4PEasP=3=!fvq4
zN+g$}C2L^MZv)fLOvQt;DV1NjjW+E1bP2=jds^2Oavc^`xcwSx@F&u1hvtia7ILjh
zTh@9x>y6+=2A)veF?Y?)b+IzAy1vM3&opRFEvE5{FH@K0r!6-lrSL7o@6pMcd+75H
z@s{I_^kSYC@D#fu07)2qm`Lt3;BHJ!QhlJdStc8F$kWhVeh)~&($(nJ7%7};q}ft|
zU)!%T!b;pS$+w1|O}J#uNpYsUxqqH~{%P}&A48Eb1MLyNRkufNj}N`u9Y)Pdu63RD
zPW7;*o37PvGeS-5D7o+OF|C&I`C${?f;`eLSL+AQy_qCGrwSRWX+MQ#%3<g3b-i)x
z_9y2LtOjc8*xn@1VVSuW-AA#S*>Y9XjC8LzB8_!n^9i6*D_j#(E7!%iKyR`l@SC5Q
z|7v_k&%D!K+E06hOBB|%ZAf=b>j#g|e2kuUKrYDheCL~DI0&C_+6*W(SR&J`SM3u-
zrn-f%;?;8F8{YyFo<lM;`{_}kSeZ9Ldsg4(`lfiECEXQz7w8lpjZ=)r-bC0TDep2R
z2$Sq31;HTPJgz_BIO?LOesV}75sN7H3ZRjdsF)c+Olm|4rNMFGtRD07&5?g){L2g;
z-+sM&1lvNKAGc!qbM=EW^wR-DHzGD8e>HOD`{JpcV}7zj8b;xls)lp_P-nidu$w_S
z@LlsFjv+Gf`lzv-azI5?ywnf=Z}kgEq*}ns3lYe$^n{7E<TnZKz)IQEz6+?>RrkD#
z;&b3Uesc7{<+D>j?O6t$X_H6v!UqDkd{cVQx5x8@M6z1p^Khl%5t|a!dkQ4v%qxEP
zxBR+%D(l;jivTo-Wt#w>u(LIkYCSUj*@u#N#`t6Ly>J?M8jWd@oq-;$886c}y~Q2Y
zEQ((v{DTe>9=7?oAE4q1cIAC8V8lJ4s*K%T##XI7wrMRKqh$Z`X!rh47-jmQ!M%gG
z5rft<OmdmRi0WsEujUiNaoUQYRgc+$P09)1Eh{fjKe;!p;s5d|75z+0$*w^9u?<=~
z3IiNr=n~VWa0pG=f$D<W`pe{letW3hw>Sp5I9**Uq`fPC?Yn-kWzp|UL8r7a$eGB_
z6QhKBpuTN+&e<4{D0$KoPZ4HQr%bIj7xL<*Xp;%wf-paRjrj=*;VtV{C%WG)D?1V%
zMv~rWHarYYdr@b^mE%ol0^5UKt9y?vE}3g8Ez{<B)}5Gqe}rY&&|_}B{kWwrPXGEQ
zm8J2CWv+Lu$H8s5AFffkt`s(J1ts8UzPYIKwR2FSqS&k(|G*!3^}Lc9lf>a9b^kp_
z%hsxYKYOI@bXdA3+r=(+y5P_>wY5%D*R|@=X8|lbWs>nrv}Kpq>kTU%wNp}0H+)K3
z=8ZlQZzN~MKTJncjbt}$%NDAbURjLoYB+07Xw=19caAsF0>H%M;;lF;PWRZiKR=A$
zXaZXMy<pU&$x)4kW|UB+TN*Y*U@S4&Tim-MTS4O#4{iPja@ud}3yrk&xeM{s^g|0L
z7;+gy?!du9BylJGYB|`Cv8(rM{BtbuaE~OX#*C;>k4~&V{gB3NpAS5);;g`HVI400
z^n!~jkcyvjtuAbAJ{|c6L=ZP)B4rhQua#R@xn)G_wUA#`Tz;;8GEZZ5^M#2P8x;Sw
z%URCBl(&(aD2`}0{S^6vdD(?K?mHIU&aNob5+L>}Dz|z&_Bpl`G`K@c&Q-+s#SN-2
z)v2??541Yyx0GPP`lx1}@HYUuWFB@B>Yrs?b?Ry=Lilk``t?O4S!LIvI?GsB3>H%+
zQ0+6`q*RuHV~>2crekjDuy|Q>%0~R9`_mt1*p#k3#0y9pWshg(Qb^~XPdK*6L9@x5
zbyF!DD92Ny>-(_MWJNI;)!mdsqs)^b@|wx-kUAH?XzrMYc<71X>SGr1d#iiz-nQ~T
zuGKr98IpDZ6g*{imTBT1N1oAre4DW5@)+<WwQXO|Ng5k5Pd@bSnQUdbz_hlnx{#1>
zJFBju*8lOX5$Tll$`O_|nGcge>q@bG^46@XdlaYaeiJ!kCOdtLXmf-uAD_U>ERL}C
z9bD*Ub8ay#UlT9WkB@|dfG-WUZQ=v%8b$m|=v0{vvPWw9bF(pf(5hTrP-tEAv<aQ(
zE0vp5Sg7P#y%FwF3O0hpH>P*KGULnSUQ_q2pcp(%ZJ{wbz7aD`Ze7<^!atsSgZ#kq
zuJ5J|*DF!~#KF?3-moR`eqsEG?+<zypr7m;v76Rg){T!?B-6*PDb*!MVzgsfPI%<(
zmaEP#eDa53#|L`E&}Qsq_;t4JS~^N9f#jkeui^teyE73_T%ACr<Xr2J4dZ%5kgm}H
z1k5Y3A61#TKG@lq=e0d=mTljqxDaC7Pf@h7pu$a2bd`Z8xLrhpNrhcSXS~TjcXhdM
zF=!V(3&YRg2z&Yc8^QM|2uzVX^0E}c8N6SCi6+WX`2dd9cZjkhI3hn1*Az-n^thf@
z=_^lTcReC)3}Y8^mR92(h~0V?=g4y%)m?tEM_7wNAf{ar#2xt+J;Ly+{o<c!dCx4w
z)6q*dVR)H;J{!I3dpnxy;m}E1iqYmi9-oz)+uO8!hH2JQhiCD%^4XMOP*LQ2#gwzl
z|0!-b`DCzV)8yWl?j3WIY@>1-80EWA?vBx{<hvke-8nVkq15PYxW@GDO+CZHhgE51
z|2ZDoSHn){ZSdYNeYUzfs}0oD?$F~nst3ldq)51bvl!ld><E1)d|Q?_5KgNrzwk^f
zJlU7iX0p@TveAiokTufOUvR<i@O`J2>c?vJcjFF=v~jH#!FC^8r(9C>Fza1KHGS0R
z0d|M)I)<DPeuwgsBErJE^-Z=esHT!RQZ`=oY)G*&dD^jZ(C~NN(YCFRbsskElO~uD
zNlGK~=>A|tvy{CFN;4qdSPbHgcRIeD_$S`@4#XR`LF2*xG}XLBD}Z*;bJ3eZ&QrqM
z=H=44emI^bzUo8HqyTQ~p;PTvD2@?F8@Z~vLD(u?gQm?rLK=!7P&_dcI3E9<P2gxS
z<FdLjfop_{$6oH2>YZ84H8|^^yn1CiLfG5$O2^jyM=0@2<K5a*XBqO-W=UjQ=<9*O
zcdQ%K47VZ~xig%Fvn+17Su9mwZBoAH%d>k;`a?*X(880^<4xIbz}4eBqB!A85<Zd}
z)*Q~i@(ItcU<+NmrbVeg%FrJ_86vdr32&WYYJIr~m%VTfE-7e!+Y9P3M`UMMX+G&T
z?iHSPnHrZ8Kbl9eVu5>^b#mE~S9p4jlazK8kj%YvI{~*dew)C%YsV{}4dHm)k8?I*
zdOLjYG-o{>I{t)|bU64Pv`?iu@<_C<T!x<sc5zCnIlkjGd&%geIcyd-sciyxzJ0d3
zQ*4uo6>8C)dG>yXFLF%AAt<_C4gr4(j^5$^$R$Mc9{7ob31+E3LSzTi*LLTe{zyDs
z$9@+Wi%#~I1$bL3_bPVDqI_Q5Xza5YPCB&SZ7Di=#gA^FD+l3lFI@`@h_x&GhXsHD
z<`eZLz(-^J@!6MZri~vG+K)9RDqsvD>8l)0t&}5Ob{uF-#Sju=CaVeiuFo=j@5Cn7
z>}C6KfTvz+H4hxJAg$`Xt`#3NjoS21&_=|a3IpZ+V`nQBOiCaioR-};;1g~%@V3aV
zjezGNn|XQ7&%;6&g8#ctIgX#1Ao}-qKMR8_2z>P%V^O<mfChCB03g1s^XXiKlDNxJ
z4Fn0Iv4*XYTdavG(tgVRL{CBTBj=up`J*#^)&P61fyPQ69IBcm4`&Bs6Y;n+!XV-Q
zo;3l)5(HHvBH~r#w<DG)Ae+mnk-q8+$BXy=>8s9yzUm|6=C}kEHB1#k`xwYyGcal7
zB7r~0P1Nr%KPlRYd<sDJA_1C=3euD(4|nvp4Brxlhn2XRt#lEa3*fwWfOCD&bs$0I
z{{`g4d<RM1WxCP5`HP-^gwXRoE<@6c1VW<^LT1qv#_vTuBQyvhwo~IX-zSF;XyK!a
zVnCe#@l#(xMgj|<AH5PBkMNJt!E$Y`LD;7M`O0VhTp2hW|9R!&KUZ%3&nt)4oQ9s#
z9-$K|v(BG;qTF9#OTs~N*e!B@n)-u3U~vciNmzjyJAJ~i*J*|jY-Gsy@MV?fG*Ymx
zSkQV)JKC2G%Sj)wSy?r*tuQvV2-p$B|BeUR^stF^zhQH_$xu=cW#dpjb6JE%y(`tl
zc{djRaPH>b%?&_SjovKR;vY*3>OpXxpS`@(3BaR=@qQv2{1?&A8GNrmg7PD1P3l75
zx6qaa{F;=Z_1YagnE{xn>uB=%CdmHyEQAUJH#}%>6Ow<s=|wmEU-ECzk`HwosWt?c
zbWw=qNkBfb7<B^4HNqG-rb-9Fz;+6d9l!w0xmEQ2Bj|Cz*BH(&#Ui(H=NGqCNq$I~
z+k|xL<-lA)z0DsMq&EHpe8Iuv#0h>|0aRymzVqMR{lKk12xx`ZHa^Kvm9a*1W_gR>
z_86eqdwlbs$QiQ~0=xY|ib^uHVGUq(tTJX;w&mwiMMJT<h~Q$|yG^z%2kkhdoAFmW
zZcGof<8Eb$z;*4hZn1zkw3jeql;UgbZ#h%<%IaNKtuLrJ8-bRYS5C-mLeO4p?o9x?
z4MYpH8^i}Oz%%n%0vGKL!um<YA_NBSDIn{GB=z$ACF^+<09mhBZ|@NuOmtA`+NhpY
zH-!%749wBc^^>)(@G;j$RVrD~Xh6v!pHwQE^piKZ4kZoV@hZq1mc6^Cl>XZ8@Wx^?
zIEK^WB(em9{o&^qE~lgF)}5AG{`de))d#?-dae#q`i(Jfe<1!SeEnFO$>75QP7hpp
zEL;_tX!2rUk!~vhdLSldljShrkZq|+0I2=zzH%GTwFHFVI~eSEfIprGUAe7LLIV1^
z;gJgm`Nsr<k?<!vXC5AXeBQ?ST~%oox#z<{C_R3CUh%FKo10zB+6Wdo`@kz%S__zn
z{P7AHBpV0ll42&Gxe;@~y(ZNpQTZ3Zj@Q}?Xq9I{eXU=#8~1Hj<B8Kyjpr$M34&El
z9@bT$jpxQ(PyYN}3K<!y#dvE2h!d33<BnV14A21}XSL=SAZQXVeD17y;~e1!OM~t>
z*AsUQSR22aKBrV3+hLvoeNGgEA1G7IfOupWygJ#Lzl!+e2y!fCD|h^_*x&zk8vtVW
zD)X#@s}gTeWE8NO;3jS8CUM8{Pv*1WJN_LSZ8Wf!Xs5|oj#x|EV$>>lxEpQxTc9}J
z-XyXA<%wVZE4m*}1M7zAG)WgTjLZ`*r5i;PuZABO4TTnNo52+*93nlx1EW#YIg2*G
zHvn4T<ogT0sOHAYwIl|Jd{<vg%<n6=rQr^Sqh=>`u5&3{{n8hDB#(IkCqO2^Q@$|u
zE^ja=dI;vQSXe%_eZ^!50M06vwg0b`#yXD_Fs_;g;aHIe5c;YAod9S#edp5o5^0B4
z0#NTQIWU{Lps5O_vhyaSukx_IeEc!P0XA5q&##**X6T*Z{mk$9L<yN0Z?G6{=*gw~
zThNv@mp^b^8?y?lRyLgjO0fT3SV4voOuA`9r51;p{&xms&4BtJ9YuXa3My2)(N>El
z)GAYaRn{DqNk`&@=P)4Iv-CF<AD5!{JQEJDX{!m}_snm>0MLG_^j)-9Sm`(Zd^?mb
z`sWS?7vPR1!Vc8|EpxUe)5NuSB%lQx`2>(`O^D%vIf2}+6mq+5@0k5S;hijeQA-Bf
z^dW(n6G14ds#LqZ6+toXjaT^rGDrz&sl~Er!RyEEw(oHDUGyA+asQr!)DEykK@bQ@
z1S^+zz~7-Jwh@%H%mKx-@e5Rr#epA@1QNK~puoact+UGg9V&;8&`AFd0yH|vR}=*A
zKiMPh9qyDy31kjPHgu9^;n%w#!Vled{L#DJgM%5Ng9mvO2V-S{9##dOgdEd#h8!w8
z975J|b3!P(MumzY6PXRQxj<&d1(=tg5v}(deu<=6`D7&CKixULiM*Lcyk6@g(J8~u
z)&MULrC_ONvf;v}J@-YCY)!5&Hs5WJ(=7)&5VRSV>dv)tXsjOqSdVF8bs@>>V)KW*
zG&Esp`z;=zKfF6~XvX{sgtG$pNf$6Lhr2z#n2#XUb9o!+b|;h5$u}+tnccv^U;Xa6
z0D?3`Pz_Yb6AL^H5)(*)tu$%d&0RR9K7lF2@&VL+(g5*kTm}^PnyKOvjKT_p5fki1
zU^io&k7mUhf$I9xBa;PxB}&nIe!fCD1lRXsBKlP^0zJmUDg39-As96S5Yu-;(y{0#
zolurW=3+BIY8db^h0yya{r#=)1LX}O?0TEp!^qd8^#=F(l;od)^UnvLh3|mjyQk#w
z!0=)6?CZiCs2MwJwGJlRNVnPuge5=^NbBvpKA%t!Xvro!)O-A|$sG>vlj_R*9_H$`
ze)8-v0TwuH>#M@lu);V&8qoRQljUwx9uB~|KT`)Be3V6MX?6yJ4E%TC{dRx{xEOeo
zBCkOE26NC^n)^_1@$|<Rj+Cit$PSGjo_(o!68GWZ2GD7VKomCu_iSOKy!JqEL#N?N
zA`&4Nwx}Xaod?Yn`xSsTiXy-$Er(n?NSfz?b}Z7=BY*~@gEvBM%Ub6V%YaV^#`0pH
zO=IO6Hl{@1+-EY7R|PgfE-w)pIa!C!GcT{CJH#b`0Ntl6zmNqIvKjbt7jP3H6`>ta
z66b;5IFhX;fQIQO5EnGLcnPE)^A+hV*a4<Y6r7o($|t>FYW|R*Vhux7BlimE268B?
zh(((xIst^>VV_n#LCmUxN!})8Zc$5Zt4XY)+`C!?zDGD3Tp7xr0d2gL5%o-)yv8@Y
zOhq9QHJ=hW51bPr^4R4BZaABRP#O4a6Oc=4B$uY+{$BG+#}3Zf2EdRbClTk7>IxMP
zI<Oda87vcrAD-8%RT~-~LSXh@U_WOZz4}z=*7aH>4e3JvExBS|JZ};Z$%06V+2sLz
z;!~3d40V{Ee-hZiST**90#=*K&j7?q2B#!#$S)ALI5FdZQ}NGBJU9MH`jed7Z8a9m
zNT&=toUT6seZ&jkW8V@c>+X)6W5M5~Zk$3Il>B}_xFl$MQh%1)nl{s<RVcqBo|mmT
zZMPx6#?FMrE=>)BW*AO@?XKav&?{RZ84ZHty-4beEFoSI<CTWM>CM$2^Oux2ZwB;c
z&v{$Tr+m0H`)IH>=jWH1fcZ&tz8--8xPnoqb2g0B0T_)Vm!jrC^e+q6o{|$W@xbTA
z9#6us+gE|fQ+aL|?0a-3G<OJd-1iN)lO+sGX#^{LN^Atlt=WL!xzT>4GVvPN9+ugO
z6+DQ=$U+sK%|xXF|Hlq5gA7@+JhuUAHhefXzLF~xj%U<js_!Qxh!G$;K=JugN0L71
zA-XvVC<z#ig2Y;u=G?*iMpXcwlVkE4e;#!vM!c%L`K%=|PRCMt@i|ig1pL)a<bGrW
zRL%!%IWB;n%()C;^mBq|bCd&S)(n(ZOknugMXhf6fI!w;w^KB_h1wo2$IW90LD;f?
zO+Z)RplsD@Lh9D+%exVmfehXQ3XE=_?+pqXihV04S!!*$?Cvpt_C}oeh>G+}8PK67
zJ|w;r{!FUfthUFG!X|sbXXexrILc%|l9KN`18AuNV5hInCsqRFsP|j;BWv^ZVQ%5+
z{XOe(*OFt;yP2DB(R}^gJlDszXd^A!EdYZe@lD2umAYD&Wz+EU{@t$jbU2}?Mu>by
zN3Q@QZDv=`LF(rzJB;MY5@P3TSK))}A78$iMoC7!mA1oZU?L^xzlKs^zrb3-@to{V
z%X$E)bpyKEJ^RX(urWx?nmnv0m}|dA^beh59mg&iYugaJe{GKbt|Eq~7+wLJ0FIQ2
z!&CR}8d;@$dkg8GsC`OsaY4N~^f1m|%YO}|A{WilR<BGxB0}CifG_3Uc~^R~TUtx6
zEWQ{dC8yp*HWL|u6`w5GOw^T-1_8u7J&kWhZVJ8(fVIum;k<v>$!WvYk`G(nnL0;Y
zV_n$Q^V9dT%)Ty>W<Pk=_G&@Eg_I7`ZaZ16PT>B$o)hPI9G)C&p>gp6SDu@DwTuY%
zyXp?%Ec(t41u7#sg$jcyo%i`MNu5F7`)>qUmk-1Yz(8fdK=r<ioqQW#xp-Z)q!ZfY
z1AOXvBrRK-DXvSxB`1nMg>hXk7IrXUD+D3I%KQlW!(VTs(HREnr$v*{<>Gp~_vb)^
zUCzRUcu7FRH1L!_1QP7BU#s-yE~&KIcr{O2EjAUL0;(WsC}8r|B_pH$gv!o`rp%?8
zGFJuE9|`WicyjbNxFPhw9_#{y*qI;U$8#UTS^pT3)l_ZxJ%5zI?R~-}j{^ikP0!RU
za3Ld(s)!G;J*UQWiimESZH`5M2286Be^z@!rNFE?$BK<{o?Aa(dd?3}sA|r5pn_+C
z&#2~h=7@AcWk+m)k=X~dSAHAMBV~B2je%t3A&?Vi#^Z6W7{c(Wh(oC{>Yc4JB(Y8^
z48i;cE}@buSm2%?V;*TW5FtQ&zz(e&P<ZZZs-^{Qaz<vu6(Uxo#OJV8h<UVt$aCl1
zVll~RmZqe#K}4J1InzM63<R^@DkU!$%A8I4TwHJ3l~{>9toHWK8TAZXcN(xs@1K4w
zFFZX$(DBlBv$@zKTL4USV)m8ikql;xCC@8YV@yGwLcpj>FU*Uu13m;yNH?Q{E`*DB
zFDNUe!02;G!8sc~jG8asl5bLC?(oF-9te4%ml~ylCx^G%ecO|88%7~`eDV{IAbbTl
z&M2YTVIk@1Us^5AIImdg;A&lSV!AcBRQQaVcBuX25^^;iE*U16r%afdThk;#igLSg
zZ*KPpAoAaK_a7Sde=SsE%69*-6VQEi>oZLRPYsuC9R3)_<TeU0_Xirnq6|*}_CFjL
zS7&(n%&hvf)<qp|#F;4oX$*>RFBzijAkZH&0MW`8Fyu3zU@^d%T%!miQj4l;*dV`v
zZmy)!({#PzN}=yd@=Pk7tqQdy@i}-4&l?_rgAvI+lIMHj(^lDm!36~!g`fZOa7^A}
zQ0e?~L)IypnJkYK;afCw?=`>vS)2z`<dbBj-&;$iinkOlo+-||&uwHDvIZ^`GRV?3
zrC{#M%$;JHry$aHs5yfE(A!N@-jg9!9>&5pQKl)ZW^AJ{^=*KEeE1610r5TH(a#Nn
zBy~C{+Vnm=_ikV}mtuAMW!R+b&|yC-CDZ+)j`V!(blDjQ$P{#<V#He)>R=gEZLWZ#
za*@i_6vIH!E$(jkwIaC$`XTAi^&HMA(R;uemC~#?dP#<8y7P2?+{A#84d>&?FK3iM
zSjvNFLj5TezFO|&q>FTab{U=>+aut~8<ZStd@!kkInPaIyj!Fm#_Ni0c=E~)(O|0y
zG2$S}+yUV1XN~V3qZJi{Lx2n4%uJgIgD)gCdAW1M<HHb--z`Hd*=dlX=5vTf+ta&q
zy*KCRsHH~}h1pKmt3!|i<=2WHFbe@8zcMpUSNFF}X6AJ+jHx0iTTs7cz4e;m7AQy5
zU!JR(-08UKQr}sId_=lIu*i5!QG}*Ite?ZZ`cC_Y(tNAc#A<fqtIWM(W*LqtoKHU`
z>R$i!IJ5Z#qp8fB_a@;#V4HZfIW^Vr=CQ%8!$lH|Bj9&aC6LpiBarim>YQhO(!@eZ
zbaJfvo{J5X#DwW<JBee{*QnO!_2&9|+3-7p-Kg=z2Y1>kuF>E@{|EnPjBt^>@a62e
zn>wSwM@-sx)yzf)t&tLP;b}56%#&90PM7;eG%awNe5+(|14O#Bii+y39%+^6%!#-f
zGnxdvd*tfGFSlPW-8K_gd$sH!d*X`xjd{&0;#kG&BBsDdfe5J7b8EV$HIA|!F92N5
zp>*5S`6DC>7C(eueg`SqcR!twSmRxpCddz~@<SjMb?xGEl^ljl`E)`JNRqtMdke|(
zy9+IV-IRu&)1%8jR|fUrAas4z8GIH<O7l_sv(K(V{<Q>J6&Az7Jayn!dHHE4su~~g
z`g%h2F#@n(1ar(x5OnO<u_jXJ>WOBpRZqk{@E0g)G5)=Jw$#43-dXmj(|vQ|_h?N>
z0*sbG7x;04A{Wq>er6lf)xa^|XYO#J{i7bacfQu@tn@0K;nE@>ZzZj^4m8jnq*lQn
zhHvg=l<A%`FcoUa>3rC~1N~>zbB{rIdK4)=>JOjf6@2V}t;M|tDXa+CUdj)-Q^0I?
zA!rpndhcYWwhU_LRhxA>&x<+lXRb!Rd3q1XV~+*AAKfpmJPsm>PNI83Y;Cuwk^q-!
z>Z$K<7;Zz9eB?mrH!Cs{@Yeih$yoIEq?v>EGaXDx&Z?1jW+(HszYEGfk<6lD!7NHy
z4(L7lUA)?61ue>yPFTsZwCo4VGb%E3GV=;nGfh)VGe6Bi#!u4gd03QOE)#=jC0V5<
zZZ<SVG-Ckt&vLk-G?2<=mb9E2HZaovP&w*!%K3p`11=&w;)bHF>{`RmIw?(le1;G<
ztSoYgL=`VGU-voHA`|l84AA><sttRwFCv-NilC;%ljnA?x%m_Rgcw<#7)y8#jA!60
zN3lO4Z3p%{WRO{suWq(U!ba3UkTDp6Wv!&K=kI#8>J-UKEbMGFDJXo+FSb%{Vl!L?
zl(*Ms?oJ&i4%PM<`?~dfhOPCn0AbgB&D1jD&7@S#<(wZX=P?Z&{<hz_sInE#nWB~0
zpL*t`%r1i?v&o5fhDoO8S2~AMI0r_an+V*w<z~A!G_?s+#TLb{?NHkG{<)3A+0w)c
z#tK>20Wle+SU$4S%F=6X?PtX8<e7yz!i6-P=m^7KpGRk?sbJT)dc4OD!FM*Q!A1{(
zdIv0$V1FD0=}?);g(OHhj%QxqyB}VV{^h4T@l>a1W-_tDS&ikX)t^9B|BaYswUju2
zr;BNog!myCpPG;CgN6x}p0Q%n(V}F^SKDMOn@V>Hb8!0g?*6+MsC<Fn%XlyWH9b5r
z^kc7i^YI<R(>%u%_k2gu5R!nMwW~x^;ZI(fd8E!muP>;>Fmsf7?%ONOG1y*NR?RrJ
zbjgyBW282|vZ-RS`_Ds@Q9ByI?<pLK+Z_%en04-^>=xXI%l^4K4}Ce~&|Y}x+YdgS
zfL9CW-JOtuHIkFLW1ovFM?-M!|K|`yC+pk3Fux!KFQCp4-mZrc=Eyi9Z3zEaLwP|B
z9)pRrd*{E`je{U}ad-O1fc>zs?-M3(4TDit$3xy?D^M<KBp0me)NuzNluWD1%6ot&
z&&^S-MS~{@PSfo)5DyK?WrY5HxC)RO^hn!=uib(xT*}+c%7o@6SflewP)cJNVHit!
zOCTZy-hPiA^-q4F@SRzHbb0B_YhaITYKHE>K06-NH~R60VgH%P<k-{C(<T317<Q-6
zha-7|fqIe&Ts2M4sctrm0v|kYP-=wQe?F($QB-BjKw<FmRB+wXv$!CYb()1AN4BJ+
z-|kMRG>l<gx`vh#8Us*rz?njlbMIK(<;g^Na&jxKotOW+CyuYYL(jkzrc$vzCm;WF
zS>lahZ&ipGMIRy)u}&T)^GYNy{WZl#9ov(Tb%pjOszYMU5iJ!K$VeD|5fMoPvjJu%
zEO7ri+b{h8*2=mbEV%<G!n=0C5L-)KOpHW9kopuLNAzkge4a@&#=LC)=oPB~f89;q
z{ap>^a&KRRx!4niPh1P_P{E(W)a}WT6FFR<4bv?sRI7^89C&4%2;2(&O5WeU5Qv6X
zcBt-3lROXJy<>|)wflo%if9ba#M<%0tUH)IJG4K~ZQcIab$mP>-0yJm*NJQJ|LhXq
zQ2TdLX1Hj%M#yDfSQsm6F;BJ8zgeCC90uZ&^-q+WyWB&oac|rU14{I$Qqt7PI`Hlk
z<NrB~f4}Z5xXJn4>nz)Ov>~h_Z0hYfSVa_B`Qh-;awZ?CXB}ZqXla=st4Vdm--mI(
z+|twWZ^K@Qf-CHg-<@<44e$6DM~3ak68fJX3w<Qt;nA{Aj@;b+H{_7zz{3Y%I;1WO
zz!DdAH(+K!$$hZe|M*ZU8CV!n+hw+!lw?QY0zYrJv;LdmPw;kfqt6v=s<7J!O&sh+
zJwEbr5h^J8Pzq-ho@O`|Qp=KB2||*D7gOdU0LFO%3Vug|_xTJp0aTuEsKaCR1S7-?
z88N+`7-v`^1=pesoZ%-0G|}$=ZWQ)ssBC4NVKo+zMM*@#tgf*7{27F~)JmGua=O=4
z{?5(`eVCnM4=FZkU-;-&!eV-f@V{M%+Rl>E^3jB$6gnn8eDPSP;E`XXr;cbGPEx_q
zuN>>G)hQ@6BqsY1=HU*l{uq;bCnXm~a7XZU2r&nawFS4JYnlJQU5iV2x=Xg)wh3cg
zW~uO`FlCc_uMMSBd^=No@=wTo_!{E!B#`pa8L0I7{5UfEFbPaDbc_r&0^dV{IC_iy
zRM2m@^REL$4eC!ZFuXQ-6Q0>XYs-Q_kOk1A4CvpLwC4hq^7sSi*Mgfrp=ix!Wn=Jq
zvZ0yoNVnJYKo3}Kfbiofihq%(0s>#GCM(k;>O8mHXFc{xIK1%yISFW?@^Acrd%zW!
zCkmtDgYmDX^$Sbq##Ta9>WSmlQpXcur10Og=0|`(eh7K!A=4I_Y{j)JY<DMA{%z71
zG=e706fj-oD4g}Mou-VFM_J_#UZPTCt|*rGSP=bVhFz?$uLWsg;2S;E897?*dAA4z
zD1q)3*T(Rbj*J?MN=18qe9d0_l677VayGAH{|{r|9Z&WD_8+MzNlH?ZU3NxR8AbLe
zoWn7aaqO8<5~X1m;n<_h>>Mi;GINYFLzIy{8dehhu9xa_f9}Wkz90ARpU=ama?bnx
z8rOJU&+B>Z0SPBUIY0*@Qc-vR-iO<A`IKJ<dGst8#r0sJ%Gp|;UqVKo_FP)-E`7KA
za`lv7M#Rj>%qwVLgOvEMpXO*H<VXh-q)8OWZc!{-C%ZzzK0#~|XtCZeKInW`5&)wA
z{X1^R?6v>P1^7R{5B5vmnQ15J@UuY4>iCGxwVCc_)GC~$_gLBngm5R;Bxtt$|CZw_
z=csYbG3vz68Nr#FxWi-K2v)0C{vdK&9rWb;*=zjY2kZ!$KF=Z#`#}B5<uC;~Tg~L>
z+cizY#Yq2>QQR>hlkoJ#2IOLs(}$(x|JX7VUJRFGWKO!$$iky+q&4fK>}Z)*19^oD
zdXx$w+m1W3A3Bw>$CnzNYl<dQTFQWJ$<^D*kKgS=V|+4z8<2!e*+g?ZGR>#{1{M&J
zorBF@d)zAd6WzfGF7pOtq2xt9PktghWXwt{1jp!seoc%3g)sbsHd-eCb1W?6H#cc0
zZ>np)2j$r!XfH0-TZG#X4`5*CQ1ZjS*IbUpgyOm*;XlK@NaP^@j}`e;e1J>+6kIDc
zuhXD|tX3&_>`!6{j#GvT&P;N#Wb|=3Gd>qBLL|V#+z8-7ZtcIFP&tG*GTs?GMM<Fm
zj-1RlwAn@vhNc0=<pc-GXd;M4@)NBHjFuN(?;!hYS>a^CqMW-pna~eAX(=CSK8Bnh
zYXyq8g7awu4wK0YD)L=XXCP;UFSew7SjR$33!&RC3K_*r7+_KWDU=?`r~{(zR+uQO
zYbh)B*TQV`WkCm?awb9KD4YWODHr<$*fME_=>J%h8g^fRh8exN4YQ#hu@VeN{$4U{
zYTfbFXK#@5t0>HD7IcjRoT&nY0B^)@O#Mj<;Y<RC?wZ5$)V1B73hMhEFz<)^y{QB<
zdEwT<(fp5tLl#Pbq;_B&kwfUrhnJNbDd3(*PQdZ}(sXi8q+9+m$`X*S0H<aNB+e5c
zr%bu74d&&~Ri@&CFQnKdTdSr-Qk1x^E^P%%&;0h=#n;>UD$cW*QG9nkT6kN?nDRP0
zXp|ufw3Jk^Wd0zimfSe}>TVm%$5b`C0PLzZNIL1iVuZc_8l+Km*bbM6jyK-{B#2N{
z6b>`@ef|IXXh;{F1YUfprPC7vL)rz{Z$Lr#^xvyRYejyxEXdVutWqq^{-${gNf=q5
zntY{D<_u7RTWR6;of>hjfT)6%3$8EiF8{1^HOTuPXA!2LAV)Fiwj1hNo^ZwDq1Qd7
zuLlx5!HgVB+}~SJe}CJXyivMli@fdJ@wwNF2A05?c8x{OV5)9<>O48WBUGv57&$HF
z88}mZ(&t<Ek@th!v}_7ZWu-j`vCYL#W7j@F$u{N@yV4<?K6E3t1?*=ZExUrH_!}<g
zq7#K3QExR1BL-5P-m?r5<SbcK1sH7d)H4)p=aIptI@opZU)KQ+^ik(+W^O;=^bA08
ztNeA)kJZmknm`CYoEMq?_qft3q4hD>9joR_v;S${x_b+Tu>cqb?O*^Ux(FN>)erpZ
zBAkMUt|1HPpN91?1JTXT2lacPFrW@%(B`GuQQQAM^&om`$Nd_OH^PX`0U|j|kX_F{
zV2C9$d%}WTVuj^?su1LPo<#)iN$Yc$gCHXY%PmFzRq7XvMQ(e1?yh!lcnBdf{cj+-
z&G*>>u#<i4^*@8ab&Xftmb<hS3+#Xo^@R`Jk3KYjBFN@nCiuMEV^FVHX;3~wLF9Y}
zf)%b%F39kMoA&@FELoS<T|N8vh||87Bug?JXA(N`CAJ32gvm!-VBus!+ns3x1i(c$
z^|Ai%D}L`bxD$$V0UZYi_xU571#;8k!+8(?YpM0nQrlUKRSNt*ipXy-zupH?*Wn>n
zkR1d=to%5J>tBYLf})lM54GfD<aFw<_K|~{f~Rdvi$G;7#0-6*ri|<q6rdJ!><;eK
zj^B4l&JiuTxDn&&YjB0i&0Ah~Anf$8EDF8c{N)sow`KD+ivw@_*Za}ZQr?Xu%t3YA
zo6;J6&|?X5V1)^R0ELwEpUYp!375amPpotg0L@~>e0*xK?)$be@abP65qPaui?9Al
z9W|xgx<{O_2Vpz?Y|ho7964D|nEKB>lFGaX?w$p|<;b>9NfOw3l87)3Wehyb@HXck
zZ;_p+Y=g>Z!i+Rb>)fZ*N&mmx9S+}TDmc}&ot~$i9VriT3`ZVPB3;FAool&4<Ubbn
zKm7Ou3I)O3yx;u6=WSQ|kC5YwG7_n_L;)U@nKEEZS_YtZ%u0{XK!9}+eSykjsKoBL
ze|Hfq#4q+!097qQ-MFus6<^M`wKgmZ-~;JbDVv<Up(Catl70<x^I2bZ_`d&c7A=&A
zq0k@%5L){eYZ^#B?;zuHM{4pO<cTc!y5sDYlv|6kxqrBvaEp(TTNbu(ZKM^KqJ*52
zB`o-}solN-`-kfs>d713Si@N1Ci)FaP?M9vvhAcy){$qahu>kPq0xcQhsXPf))%tk
z7<0H{OxrELzusEkWB<d$LGr;WL33A5j-vM4n&JBEe3R-A+K+F#$T4isyf4QJJ1Ic5
zb;gwG;Er%|4}8^!M4j2if_`%gxIKch;tX{?0NFI)Bx@WvIK)Eh0$&@jD{T4%h%U+8
zV#go2HeEPO2|ibmMOl6SmOH-5UgOI9@uKj>Bsdw16meY&4^e#bx)vNuUF0-C25Bl_
z-fZrq9Hn3bIOFKoZNeM%`zc!{ozm<_1*8u#k-?WxQUr2uWrnw%U^~W-s_rBmfW=9Y
zbB%kwmB!-q!6U{98?$cn6{UhZpmEXdE|B`*Ffz+!BukK+uKj!vsWF(|bcY?4G<{iw
zE^NK+mj__oZ^}2zd4gYUJ7BGOKoXsN);%qNq3C2lARfjAHgYTb34k!#zJB}br2|SV
ze96_1h=G+$`py*S#M5$Q{NCIuw7E_v8Bc1#MtPFA*|2SGu7xSYW2PiGKnOZHhBuva
z<RR9Io_OR2`<S8t50q{#q(^!9K-8O$%D8+*%6p-3VQvbUDsFk9ursg(gN67{gD5cd
z<4sjeMr%l2_pdellajNfQ2b9I$nWPJsm8{beuL+YU~t8v5R#=Co>JwZkK4N{AR9me
zlQAW5J64`$7yL2vW54kyVgB4*a6y#;75lxU3REEcK?-4(9%!!urKUeY&F|f>yOnpU
z?h|YWm*7P1Vc31SaM*wdrj4omV=zXsPiS!v?bVf|{~V>7?PS+*dr1sl+ms*(Mh2Gr
zoLLa<Nx$D8Sbmlj+IW@wzck!q-0~4}3-Iu+O;L|rVO8VLl!h=Fquna}uiY9(A^V@3
z8Aja7a%z52-Wy*O*N#%7191YllP2mh`?p-eCpd~?*X$W3|1qYJiZ9bvGE3ixfs$~)
zU?zpxNL`}z>{;sgnH$g^bl98Fd-%8vr}1$k+4Nt%>2*!~_@Q5k?Vnwx#unFGJ_}Y?
zcXh70^K>?aek_1ljxj(7e_zOLl5pv;1SPpI?B32hi4o^n=wN*xQ67l6w{?sE7a)KK
zXapU4DjLL64pYP4tR-2!|Mu;E>2;GJ2Yzz)U2%PKrics-_TK!qzW!0#_@!9&t?Dr1
zWp=q+loYT~TSz3hR!Hl&;uCbH{$>l~zmr-?tw>l|?}xph=k=gU*k<}Hhvm<O^pyMi
zZmL$ub*^n(mHoc_<4i*PccWyZ<bL>%?545o^v|jr8{)S&VW%C@#?%omvC=|t)i0s&
z==5((T>)=89iCzm1Akw4aPI^iz&f~O_9x#0evs07vUHlJa*7+jf8n0~G5mvjqfFqK
z%)+i}q!OHIGUnDexf=b^#OGGs*I!L;J|@x|+vTj_(4xRpQof~zHsCB=$WQXG$+s*u
z9HuP?uy-%~srC6+3g^+qO1W~19)3rk96lHDki8zl2@tLQPWtXfj<dl}s&Mtk2e$sm
zmjfMNFn%~Nelmp?oSX3fKbpcH0Yn@C3#fSZw)*j{UpG@hVMoTzwQs)pd7xBc3EFEO
zG*A>01EJ$RZZZi><g}+ixf1g`q*sCO(9kX(E9?aZo@@zixXI{#9qh<Hcw|{7#vSCe
z0c7yh)OTLf{q{N@@Q#IhxcA(-EeJnVU9q6uGFK3=rP(WxH;C%MpBhoqo`ec{6z_I;
zA~@xMG9BFdZ3z7TIp?*=-1(h6wQKA5Uo*h(S1G$PSHr*FU~86efqw{9dfYw=mWyn@
zz`1Gu3FT)r6{%rm`dxv^%(}cEHTPSqoV-$D7_GL??QatIS_D2R$=6kiQUSo--!TVT
z!eM|Ha|I7Ga)iPYdfscxVnawmma`BJcHt;F;uVyCsohh=So>_(dF*!yWGB$CLFvC&
zgs8y$?CQ8`<vS-dd8B-kL*NK^eEriROZ4!~a5*&`=Ta-KrrGPVH@$Gx02^Re8?q15
zs-PN}e`W{c@De%_9!kxe6tRB$IOO3t%hpT7=L^GYwuKndJ%rgWMMwtEbL@e5EA$mQ
zLLJNs)Ds`wOD|G1r`C>Y`JJ<e!`X>Xvu-laQ|`ZB{|NIP0rs*wig07ks}Dc%XBGy&
z3(4BA?8A*5Fq;~RO;>6EhMBQ&W-J@|xs^7c7?uIyo#p1wHRb*^ij7;d3M4MRVLk?U
zX}MZ3jt6|m6rADjD0e>Ko&*F`OfW{03SyH(<iOt)0v*d1Ybn=>R-qfG)PH+?Sj1bf
zuxsYWdPIgi-aA;rY%=A3+Fj1jT$$nYu?i(URc(Oufs4F@tc&kocU%ZXdOijUiXcdk
z#!0XybV_pl2ccW7D%1TlfG?Imzkf}7_(bIITlB+mw|sMIfgLXHu@N8_cPxGW_|a!m
zk>qy<+e)*wZM6s^{?K=-XcXS1To?kL@grzAuTX)!R5SHavDO27y}zR(xAZZ2xVpdB
zmdNf53g?+SW5k^<d)&pl07#bC_G5W=p7PK2X)!Av-8Tfxb|k#m3XkXr)lD-9)bLRP
z#<tK5cfzX%>bi+i&!AkN0f?I=j6Ji2dzbZD-1=<|u-OZ1sDLwOfyj36uaymXh!{GS
z;~!D|1PLEYhzK)4>VE>t%Ocr)M8pU%AJk}?d0`7|XrUv94zqb>?a$)^+AD#nn#wR-
z`rh%34lwW77T*I*me>Vgn8nJ_H4`1^)*<)ay*2B&4vIo=fvNWTDqntj-36~+Tc6Rq
z6;y+Mz~8>G0<6RL5&=%|&A|zpOi0nQMLh&6jn{MlZp<xsLVPZ9;;jJ;>G3MMv25F7
z0gM}dXGdczp6z)V$qq$rVv6tXJ#-nMIWu>~7ADmFsBG+(sRErb|BVkoTjS%MpPsGS
zxxAi2jeD>POEypy6nK30gpSy(S^(K^dvYEQ&HmkobV`ujphR{fmT1HXr*M>V%J&j9
zEbHu}>moY^LQq{Wyuz)bbJy>CxeZ`yj&mec#|MlejW>axl>tx&7ORmc)f1ElSm2u%
zFkcgUz6$chiR_$w;qWrV=lZ6`_JyE#Stwk`7I>lJsLitD7LeCkL5J7IW5``^5%@8N
zYn~k!7?2Rv`<0GWkaChtRd0mZesRF(h?^~_{t(o}oBzBv*QmVnEc8W`eul0KQ^e}i
zsq}DIUxnp+w>10i%}K@WJE_0$WphfPS;ej(>D2#5ADCrANMX`A)6m{_!=SFPiP=uJ
zatJD?mN2YY2qq|-tI|nndjOloBLt3;G-u@c(zLlI%xNRnv%nd_BUqw1swrFnw4=+)
z7b<33q3(_E4~S^z-tP&tA%pzz6}l<l%qWvhbC;sgE63zze*taU9KQ~e8rrai4ur2x
zs!~Rx-$NKhS^?d)hV465)NshKuUhQ|PkXzS;Y;er`XFI>VgjnnV!t+5tMk$lVR%#G
zI!wf{2C)h2hq9a37opA>3&UeuH`T{L9$sE-5B6Or0#c!C#OjuS?>a2ifSt~}Dd3hl
zAVNju<-}AVFESPkNz!u1pFY16-AJ$lV3ib4>Z|uaig1-x?(ubS#QD@<PaaXAw(j*)
z+=&^x?t(NvR?2w#Z<2pI6grdePR~bnE<*3MLC1{6zI?;7b|x6ZtQZ@&&}tOeiKbD%
z{*ZN}Up=<ik$b&UO)wTR%Yi}IAF*J}`657KO7G2~IycM_mhk!jFo?m|_n=wl3Pcb6
zODCv!TrzfXqq#9?2t6S*E}|<kojZ^(*1%}R0T=xW#yr}o^{ej8w#my@Wh<Pq7_+ta
z4t%gEoi_=Tr_vNmEvD@ek*+5*(IXDcDRHpO<|q{oZD?)I*YFR%SE!J}lXEghXEy4o
zE*H>SKG>zF=4+_*0z~^R$hjHYrcwBIQvEbOBk0kD2vD2XUjpn=+r9x7vB+M;X8I}`
z*PU0N1OvEuD)sJ^01hk0ZXkG!#}%t#2V|N`ZSCIJ=(^rV#GrN1-@LMPMW1mD4PeBx
zXpW}aeE|tMkpY2voA5%Z<a?FLdx1@;(fHdk|Bc8B0CC}a_ixLrA{V<)e8^45z|INq
zv;ps~BVn3<ViwA@3oHxTSkBnx+w-v2C1x!{k%Xt}>Sd9H*EdJ*GXyE)j`31WE93Bz
zNpQ9%Kzy*2F<djk9_ES$@Q3oTW@bcpa|m)y7B|R`NXv4Ha^8h-OODq$QOv5HiTxEf
zE?T84fpdmq`!Un(Z>6LJ!Y7Q%mArF|i9eFMIMgvTt1vpFq*kYGzd!V<`qMwwgh9X2
zo*<_6;8R*!5rY8fn>|1;{5gD%nmQgtq6gs|ujGtq<}Cn$^F*-`k@GN!F)`=f^SEBV
zM_EEU_a6DgXk1~GKsse`m%S=6g8P8sWK@0B7p&JzR;In|37y{QS!HJ>lGMj*syEb%
zrN)B@HeS6rt62Gc(%qJQQX1OWt2Y6~NqT2EK&Ff{aS=Ye<-zVHfH(a_W_IHOii=LN
zT!dJWPj4sWbIRlcU23rh@2{%z()ckil^_4YNq0Ed4_y+dNywqq9lvGOo?ye7WRX;<
zqMWU3&!yeFKWo=9w=jO8Sy4h5;Vc-XtE!Dz_C#UbGahr+JFG`CsIe*+2n&SQgtwRo
zmR_cP62rGc@~QK1wOUto#zQgTeM1SY8ZVX0fZG{$gGPzO6I=ph)2u4e!ZBH&7l>t(
z*SB1Ip`S!IFd%|4m(XBrqU&}nod2mliS3;OhON#90hg_gFER01YdE{uDkAp2mtW!K
zHudOWlBSxr+D;f9`Lc$a!;e!H<EYR0YT!U$P9#CUS7PC1(sH>$ax7;JXKiAJYv3ew
zILza-@GBQcQGo$8Tjz?F9isNbJ49I3&XKq{-tu)pbeC&o!2~N(fB&{HMX`xKPGkL{
zB<CV&rsd7w81PG|++cdHj)(qx4&}%SLm(cm$Ep5Qp^+N5Q43PVX=9tF7sFSa9X?jQ
zY|H50%p$pAaD%n6CDV!~u@T`l1HUjDqncNdAkxa`Y-=`O?nee#&rjh%f%vLw#&br0
z%xgqDJhEr7I5T%;+MW0y@iecO8<cO#?sN@px%M)ksENsA1$SEV;Je0C=z4fe^0Y}6
z?YqS%e;k2!dVZbx%t+uYWsNV0rrB3i(=Yvrq9Or4ZRy#68s7Tpg^;z0KUok&!L(B3
z;dwl>dIsQwhjzc1K3;L*6zlKEMJ|M@9vCiOI{gvh_r2yz^n8^q+3`w%x^ukW9lglE
zpsfPin)>bD0nJn3NFwNq!QLcY@-&iWYAuz9qL#-;oxl$e=){BEaE)cWZMFWqJ8$`k
zW<3KnJ<^R4?YKzHP9o_@COf{Q3OGWq2fbH^JdPP;esahF?F9i6O_XT$@SQ!a7Z{9n
zDUw%S_k4J!86~DI_MSI(?9ZN*qhd0@iQ=2RWS9q+(ix9XuzW!kOryQv>&>XFO$w3V
zw0{t13Cs?Ai{`ur;_GYw{PH<Epd|Ke#t--}LK0Bs<%0Iq1E$DMfT0tCNx!Fo7cD?{
zejbz4Sp>48mGHi{+cNF*C(5B0vI{iTi@G$=;BR_b5AnF>aP{Y0eI5Q1g4iOjKH%sN
zlGF*B*x1S1dEnq_2F|&q=Q0TRDC6dz+-T;EKG-KBVaOdXz<^f?Zb4jD-Ntff*UOa7
z!jD{m!R?5@x88r!WbQwWrv&n2dngaWi;ricuvSA3w}*7)WEQuVoL6ASpM;3^wJhS3
zDskDG^dcbs<PN?kKOih)=+nWb-{pMc2!78M)O-7GPqn!QwjfY_Q@uX}BErJhyjwrN
z`a^!<wR^6Jr~fG*2}pylA_Yxk9JqP2JO*8w7^U?)Hp@uXZ5b*Gv#v2+kq>fC+l2Om
zJ9yg)d__x7TdhHeIO+B8DiG81FX!tV2<6tv=nHRKkjC$c7F?-K7v;{8#$z<nbJcMK
z4Ic;z@?v_bUfRM{Pk#`7c*ZrOGVm+-dk1PY+v%$vC0$uMCyGq#b}rWL5sYyt?dLk3
zw!#y&1kNInzRY%pUC4*TovA;vAnLFx1Uz@%HTRINp!Yi1b^0=!u0~6W$`*#%iZzJA
z=97pE(hrNuecbr8#SHH-K`sSB`XxwKA7~fH<N(y!QnJlA1sx!II6x^>;Lgru0Ik14
z_^o^@)WJ{0?F;t*V>(rk=}egcp=sgl4^LhyYMuS6Py}S0MetKNm5k4`MamE|+aFGt
zQ&JI}r|0>)0;lZgJg&mJgUuDl@&g4Rf6xJ9<h5uJVvyd0N(eCHA&eV*c%qp*>uJVV
zNn#zui8h;y$-g3xIG#|`S&#FWddr%lmI^&RTTzq}vuD~dq`^_@)eC(Q(-{b)@}g@(
zVJJP1?z0V;=V4#OzwE4Zz6hk5N|PrF+?5UNs52$k3sl8aFJ`B=T<EU>t}Q59@5+Rs
zjJ@p_ggShlkLF}ZUtQh+iH{g)1{wHlr=>SPUjZ3d|As54@nmbP`B;wkRnBx?Otytc
zREbZsT7&MmA7|RuekHvyW9jF2nHPN-_Efw5ht9j8IE%vGoHe`lfnO`A4hW&!%fup8
zu~`vUpdHvpm3+#%Oc?{A;CxOgh+Y_)Dw@kc5|y<mx$hB7-?b@-hX$Rr%RH|q*v@a&
zH@7Y@i!JOE;vvzac!G=~2t|4r*w4Td&h3(uF>hqnb18R8Grff2c?aI?+V(r5@O?}P
zRxK!JWjXQ+;W5FY`*JEtH!=pKbTMSyIsQjTMv;6vmRSloa4&5!Lgpc=bjQ7yI<Qfa
zDH{D{0|hH^SBR{+hGqGTr>@+-l#w}rIu|Y!q~*s^6cSnYe0G|x{{=3mWc)s-T#jy5
zcn|)`u3*?N4SZ8}Nd83LvU07|K9^$ge4+qhnOBCia8OX?($}|d2!%W&{g2OW=N0Ku
z`WWpN$=6eXq3hpYgLk>al^?@Xq@$6tr^(iM+cuVMDhlUx3jy7+gk~_TC1P@}tV@Nq
zpQz#~;bWY2){V8wQz}H0z~Ne1wE(<#82^Q*2qM(glGyAYv7_8BFYNn;ixAWGaCCQq
zdvtw+cS3z3M^4&{{JlbYvDV%N&TBR<k#kr{8$uK|B(j_rS5Pu@UBwX3F?-}<#Fw7U
z;-FBA>b|T*mqtd#_qTNmE)Om2&86!Of9`+GBZj^nTz%WjkB(Q${ki*vf8Q5{0Eke|
zzcS0_1`8&z^IsNBOK#sh;1YWG>S}zqdwT}Ue!Wfhr!xFHOb%%OZ<Vns*P$Wo3}+6<
zm)&Z(U8$<GGi3e|PoC11aH<I4ukh^A7S^E4hbV<nu}=RSpJ#S!mwmiK22p{)_yf9|
z`pO9$HyV@}<4FcRLO!Ch<&me4<KG2U$9ua7btOP_zsnUW-~+@ae2H86(`1sN8V|4h
z4S1E4F4o3+;Y7{k&ip*$#N=i<(T>v*CbEr>Khs`k!+Qgg{yU)fi`pMTyuOs*g}nUT
zkZydX01fk0Gqw7x;)KO#B45L{{dqOY+j81z_Ab_H5k#_kwMp9JRwWE``IQR>S9TAm
z>89It+0aFRSG1NgKG1IkGdxP|ON3o*(gCKpdVdR9kPC-UFXG_*_gtV&ChHUF5G1x?
z-mDCk>mHT0RuS~^W@4W~F4gzV0ocO7(TF?jVHVsuR|`q{ZlJ#SS$XOw%!Cu$qWNC8
zYK<|4j;<=UuJ2GdcaR(ee&!tLa(7L~J(n5fWz7-pEG7c<(PF8vZ|m~{0MN6)X%?GC
zKu_Y(8wX`Y`--%wT@Xjb)ue{X*e*bp-+cs(+Re()Lwo-u*}lV+92k=A$2Sj;oiX?V
zwyF&8b=P{}m+pFIl%UCng~@DbYf!*ET(3*#qDj>cCAkx3c|Lpq^X$6N_&dFOimEQ0
z+O1uHinT2Nm(AWr5hC;lOHwO5EMghbw)@H7dMhoTFU*b5=RRy<H&juA+FujT=Zok;
zhKxf2z?SJv(n`OB5ql08m#5MxVAqPk08v0g++C;BqvIex5&!Hud=Gk_5L*u6klQH!
z3p#_+{ViKoxR(!_Qh@(-6Y!yBGB$Zw_^&L(?TsUK=g*pvczy#EKPbYv@Ttdzu-klp
zqAG{Kh?VbF-s%kh=f_Ud%H|Eh+7hlq1P4~GIY>NbZ%oat&Bf!Df(-l#6qmi1d%El4
zR2*nm5za}Vdkz?*2B>&ny+O0{w|{biU;A*q<0v^I5^AWX;ZAG?{BQ}QX8*CAZGZ7m
z%ERWxTGP-~O1=lq>^+LO({`3{B^hdCg*eepH$&M~!{aAT`hP@^|6Mx!@g{OV>qS0a
zr|ON~1i-G|!fTyZeGF;wM1pHO)%0A<A(Wnf0%Of3zLLvCo(_rnRqy|HqOYS99V$WG
z{R<A;h7~D*_GHv;RR&oY>$YNrT%OIxD(STI%2$9s*0}M6^`4G}stnx}OezC0?V@8Y
z(C`r{u=0o>n4;vgUm)1+6$}sA?t2}+sgXA+cjwl=sUl!-ci<5?vE6KqHy8g<y-$3l
z7)%d#s+i^iQmucz2o?KnU|DZP9U(gAnlcBjLw7|h0BcT4>28H@oEZ@`2)IEQQKr`7
zBxOCaa*D4kxVOy0MK1XC*nlZoVc5*D9rvd1A?C8^lPhd4To<3aeVyws(tsFY^o2$5
zPT#i&o<k#XD{v3y&T<<w{csjK2Yc}fKADO}M$KQ28-6lk-um1y4){Ed3ul<^E|418
zALiEH0-O3PR+x<fs!2u_-vN5KO$Wg}i!Tggj0a|3NM{3C<82*8BT<G%JTYVKrMq%O
zWIyPguzOHxY#KgYrJ6jY%qPu$$*eJC5plAQw<mCpP@FVQ__F8rxIgF$1j{qfaUmkd
zV|{Xn_nc?e2Uew@_Exytr83;;etMlw_n?Fz#ct$@FZ^FyDtEiH!3e7L$D#SsUy!Sn
z5*AX<1-&E#{Gft<IQoCQ?QYt~ZbAU^)?R?m8VTA}gznHq*ivYqruYY*1%rDSY9BlS
z|FPGF=-v9>7JUh$d+g?-yuGd%-OhvZEFs!aa&UM?*xzPq9d`w`jK7oF)&s)l4?`(7
zSBr&_3tcf!`L;kd)Mo))p&{%2@F~Tk4fYY|;CT>91n~1wMEgUBnetN{to*xsjK3=?
zf7l@jA9>;9^vssDcEefGW^0q$&MG%OD)-D)n=(=vEfEu1gcMX($h$6N_=l?K*^YK?
z8~GZl<1*N^kHJmOHQ``9;Rp}q5`1zN)QezQd6?99lKa7jQ2hQ77KnQdx?>z{D6T(l
zUVh|84#=8o=l*9tl=tq)0dGJ93K8-`3|#y7lHc?TR7{A$pCdmi?kEb)(d2vJ)luo_
z>TS7)lou-`l&&xyBFDiFxE%T-aS(0ZHu!EbxzIIk&&Q05+lpQYQ=Nr0&~obS6Z}f*
zcEBPG$)U&fJZa*P%ben*i2B_5xPTq3_yhYb4^2OUTgrZ_LY~E#T!r8GC)6t9!0u-T
z2l~*yJ_@fgx%c!5gd+_fg%^d2^VBW$3h7~Pa1+u@$Z}=*;LA+|72GCXS;e5%hfP_8
zfNcL87P2T&Y;JtM6%WdU{T+X=H&Y^aS)B}^XsAal0|;e``xJSBZwy=)(IP-D4oQA}
z;knof!U7u5d+&ONThU)`Cpt4^qBQ8J(f%P1jZDKE*F7e3Xi*GmLz$v%*^Ms|YV&iH
zFmpr}!Sx=rY4#p`5!XeNO~Vf_PZcn7AKf@iB>%_2opRwZz6nje@i2oDMp87!KyX%2
zKc$&0Gc>hx404Ro-M8gVQo*uEnwn~(%~VAhAo<t$ZTmzwxJcJ8u@6TP0g0@DmM5+5
zsG6Isv^a9Gl^oh)#Ev~aqc{DiWOlaJoPpK5X34Z43`YO=rWpF2ax9wZ!N<7IASfIt
zZDuyA0|JJnt<;B4v1}XIp|u8RaqLK)e>@Dj5&lws3dSM8hF>>(rH*dOU$Xi%?Xa&U
zu-Xq;!N*D{MVH)%{spnQ{kvCxey2XL@cmTfpNh%FNbo;7<m8epw9%an=XIhYHvq9~
zMNl`wpP}YK*dF)6@5OSjVH<q2gNT<6tuq|97(2vvloJJikjhwg>P_6PIMatTt}VOZ
z&LEyC<v}P|wGbZdC6lSM00QJ)IH-Gr&Q9({WxJTvx<NJ-^qyUhh(J0jUjt8__kus)
z8>9;|V8J~E2T=7I5{6a~E@4K*nF|%Ox4KcU{CpXh&lq^PftU7s%D@%$xn_q7yS;-x
zA`hr&p!fjwRTn|N90yHcZD_RCTyd8sqlwbMf$#8bg^PJc<wQhyd{h`2yAHVWKxbR!
z95FZxXo=Zx;FEJ%JPZIf&>-+&?8{RibWX4O2#J7Bp;<%s$I}y_aijsn(l+p@mLP3l
z2IV_bQnX<53`&WMplDOs2sm$L&6~l9?(&0ofg=5(yTIh*ik4Zbn+siPdmJ1@)JM_C
z8Z=_CeV=F@{XWYGwEsUvCPQF#0WUm6WUaA^LFCShaEs18ntWl3xNEL%F@_ve^;vF(
z<QEMx=Ai9X9TZL4V1l-_ro_lS-4|%g8*0Tz;gcb^B<P-|Quk`ftkv6pc+tPRK3K4-
z4`D7@<{ZqN?ZqeNS^b&J(9o5|KJ(E2MF7p5VdT#&;%1&gx=f5P+US^;x99|a*`Qex
z%<c9Xgld!>u={WEN-cXA%qIf1@W2VpV%J9@-q2j9o~}yRZShgHc4i%-uG4VMM0oY`
zi(SuvZ0?*C8XGp5Ubu8kMVH_iWkd+`h8VvUhRn`)7aw;5MVVI6NwAOXSc7sz+`kJk
zFtzJ=1}Jh)An2C~(M(tQWkv(obDzO4Whc%;&uUzFK3xx>L#4t-Ob3JEpTx#HRy33P
zIZmrGoZueF1rkXB7%CV&eB|ei>yH_4QpcQo221<u+vMDzSgOcaI@y%S`TFZQ*qfc_
z5?%d%-x)KXN9?qjoeg(P;v(IJb&mB<QK-cxk*-Js2HFOcD;wx*!wWngCXZL)k(7Wb
zF6$d!pI^S)RM)7z#Q5w-d6!#VCyW$%uN7Mu{wzEQO&^k+dVE(MG)>w7Q)z>kqYZ!u
z(;|aPw`sFmT&8h0XIA>m+W=*=xR4n~)ZoNIu$Fj)2(ZTlYF_*1fz%8>Mn5JT9)eQP
z17;89Pua#U4fI$JhKX(%S<IUU{ox_+0cVPXqEU~iU2iMN2G1x96Vk9|$DM1)CXi@4
zoa@stC(qbc02M#zE5cu(?#drET_C#C1w&=MLZDc^7$Q@{yOXZJeNY&GFn#Q#G1C@P
z2pru7s;M39*Gec4pM$dc*|)8J%uR@|E=F_7V(%p|g%4~$)e1Su)ZP0XJFCXH#3jXc
zLZtZ%1tXktHA>_zyvBT@=_)WKZ+#%-ja8CoV>k4&Q#J#L*JgPYrgHaN+5o`*1(Gl#
zE|rd8i^ll1P3f+gX1dQ0^aL5;A4_SBUfM^;AzDyA5l24Ry;&MgBxQ4FC0xagU=^X?
zp7SQ>?ZlPuW1&aelr%=sL{2d%*C_`YW+ta)P4G$zKFXfBS@0~fCl0EjsgaSGkDz&k
zBjdYF67z^Y3XRKU4=kQF>WMw;TJom43XP2}Q73(%<=w%L*cDllGiUgfNz6W`ji{mO
z8ZCfTZ<kr0OXEv)M_jRh9dO?GY7fU<_#!8QLQFCUcXv`Gb)Bz4(U0(Jzin{dpe6V3
zc~eBoxBHUW!$+*NWt|P=aNaN;Im9yv-C0%TA8dzC&r1JXjtoP#>;!u#TF*1*@u=i-
z*-S->VKefG7dZD}cH`iErS-s2o{QhXYdQcSGkK<4TCT9V|Gwi%U)@vf^$6#BnK+a7
zd{)b$?uO!X+wM=0MwQig){ml^6Jr+18MDZS2VHV`SCH9>hm>%jvthvl?y5mE|A>Ks
zj^8(cTx=(Y9Z4M6eth#d;4L!dGMA*nIvXwp9dbooXuqo+(7t*7@iaiDLBHFK8xzK$
zH|%J%^3Ea}nL3KP#3IW-4TK@$uvRa|T4uhfvpA*)-!Bm5_Cl4^@K*p~UoM1h-EiWO
z)v46bQd~Ugo15x%w)z*8&9>}Nd!F425;Vb!0(j1AoaPt<{q#V3z4^phi@faILRAK>
zSm6d3C-tlbld)lj+0>`Qnd$8d-v}q7*=h9s&?Ip3D=Df^1}d9*7kiV4Do&9Cnm_1k
ze*DWw<B*X)u*Z^)8lLjhpd>E^urpfR!~St@5ZNN8We7R^{lS!aCiZhI57UD|(||Ok
zYni#CHU#6_gX^;ZW!0_-PY`^$6fUhfX8jrCo#<Rkwc<tk-l{;_oHh9+3@Rih*mrFp
zgJTNApEMW2;Kf3BAg&{;diK?`2-dSue(z4oYi}-2wgV=&2H;I?@lI7XP?gcfiaV3s
z=$)?N%vaC5`&bDYNIR?C0FTpIu&ozx)%xF;llsjOFn>w<ry{OUa^OhWabXLBNW_Bt
z3nptCxItyB9_@STUMZZoX$3>05@A+v3DW8N&c*PGkrmH=xR_QW_RT5Q-8*$uP|<>4
z-A$DR-Wv4*y2_)szK~t4-VgoDJ(j@;Gqi*@AwKd_4(^=z%Yi!HLtq+9yYorY3s868
zVPTu0T?%%{V^BTLVh;ILsNT<yB;WiN2vJiguKa5H&@R38Hd{f%W(&fBUZx?9@dQqX
zRq$5bN%=l1{eT9)LDUCJTHdbb&g*c`+b(;}<5$a3GxLyFnKPC7vDD5Ml|G%Q&W6~Z
zJDsUfuKNWpqMsnwrKJ7)L{pihCl+@3a;V~lDm8#K0{ZH^umZ^Tq;v<r8n~)xI0L8W
z$?MWHK3^Wr90u}5@yp3X(Di}2U9RfTyqHoEd9m#%>M&Dq6owex=rx_JDNsiR$+ktJ
zPRw*NpfJ=Ix)r{S<ielOOt5yW-ta(CO8hZ{=L8PC$<419pmg!8J1G~W%te95Rpi8H
zSFL|K(6G4y(Us%^$2wOc2?4r+A3-ZA2Err!K^#FB8<poJt2ZB<Q}Xm)p`#+^YB^&1
zzyT76>iu=!#gj!VQHG9%qov@9SFC<iRtW}rqXNTc?se=pENA#~5mbUQnW-aDb?X_u
z-MmYVER<5MLN7I&NgLVp=EfSYgHVC_Quyr;O9;}`0D_B-E1GlO3giNe97*-^%)FHq
z4WsX#k#ms(G^Q70AjRG0OAP^x$n8c}PP$=VE(WDeDvnDeo(Vc)g_RQw+*Bn&iYhf3
zsiP?bsg8(t>0803sgBeK+49rO`m43Ya}ZG$S;c(X|D8JG)0C3yymG&F;{)6z5Y5C^
zLnP(NDeFtz3eW3-ZB)#1yn^Pbfx{|edj#Eo>s$*Ea1+Jd!u=5|Kw9yq=)+Gb77h^0
zwSjhx?P|C&$aA()4}o2G;F^a5o266Aa_Is-+88^Wz%vBqoRARChemYqujaU>zvsZC
z>MCdEr%dRJ7B+L&seq}7{hw6^RDYC@=TsG3EvHKeuLZ4>j5XU2a8FA%5|3^=RjoDh
z85F;Mm?wxoS`Boz3FLKPQdlN^&H~pZZ%AGZFVp3Kvn{+ev)2-k;8Z;gJ6bI~%j}c8
z#4v!U&03h9fOKOC_b$uy7f5TlLXoFm(io&jChqJJP-ehPtzW8;SYkE1gA$KUh^;mD
z97ycssM+2odai@Nlp>r5zszO}E+SYNx5HqSh{UX>(sCE>LeOD2+IzaZO4;Q4$c{?-
z(1q3IQD=d;g;he9(Q|T)Ks&u3h{Bi#oOhdq2z07ZAWH;VAWwhGt>l9Ul}P#3l``!d
zOMZHA$r9*(_~eIZG*{I!rv8X!$Gb;VLK&_I!t*}5Oa8}wp3`S9cwZtUW_Mn)9jGpW
z@TF9@6A>}+=?de3YT6a4E{hdeq!G>B7qK9~p&RM9_oyWoh)Jya^gKvaNR8%t;t9Ui
zu#h)4>m|thyoYhRu27uH^wZ9mh5Eb2c+Ny2s?n6YP7Wliy->X)r9sqZ(`Bp;uP0H$
z#LzO(BMHG3n%(EW!1s!0Kff<8XceoQChBkoCUSLT7ee_KU*vFF_T|?+$x2VvLDkOe
z1R|6T6!M<y!Sv75NfW5jWw@X}YUmmw54Myk<@FJiXCd*VDBf3E5cn)X&)bDZa=@c1
z&FT;nzb}HPmmgA_#^YYHRD#5=A6u@bJNLZ%Y}K2V$xlq&UI@2D<d0RIUqH`OG+dh6
zVP3F0U!}#RwH-v#D5NqnM?}=sw;vtDv*OK}jH05ToMOMlRQ$zB`>wOWzz{0i;$`7C
zP_H84!NP=qiBX~1g(BM?9<Kv)7GZ~~d^kG0wa$0j47_hL_7P9C)8q`bgR3Veli`~1
z<D{V;9mcg=g2aKD$Y-Wxc<08x1`l#{qd!gMfY*oc0gwWk>mv<gS}Yve`$qHE=Aq`s
z`AyeE=of_H{MX7t+}~WX>((D&f46^Z`rB?hS%5W83%BlpeDJpTZxHG>NZ5FuiTMCb
zYRHDm`NB0>9%^G(^?9^%87?ogJ>xk@UnSV0NZJHNn+Zrto~^ooR#5S3F6Zf?G5*Uh
z`hs*{J~teES#Vi+6P&*Nef9^L4laYMHAwV?k(eF1gji-e(-$nR9p6x2ePU=|cpqu8
zZHT<ji1sPbbkQB>+PI|`OXO6+4axgJ8t<|9#;daDD-b@%Bi2}z^-G}646K_DedJ}%
zwol9R)!nQ5hGxlZ5x|1zBN=JtMaEWPP3-u)X~#EQ7a6&J2&oV320$)YVpiiHypD=u
z)TlyVO+by59ZK3eJ#pE4NIa2qo;&_cu*z37q@q)59HzxN#ECm4VLv{1j}vo<qi<=K
zd49>{czSRu^SKFB?;Ng%Jj95~=fJRU21r5(+ER>i;W3X?k~c8;sW5pOA>c$sc|smM
z_i`F0BtF`$#iflke1Y^BS1uUi`vt)NDaY8hFyP-+eD>xP1u>5W*-(j5N<(hjneHr)
z%i(dFr8&Y^K9^528%nCYAAdR%rTQHe#Ibj^@o5kt#)05ZLy{hb&@BKhS0MQ1y-rtH
z+SBo!E-@~YVjj8>=dd!dVh;VOdH1B;rmmR$>^UT9P;F6`&2O{Ll9@&9f;`X$@xh9v
zAMwc8s3idZEB!J>)Xig%K%%DJwtIw_V?cXF?YkPN1r1n?4ltd;V#kU=<(ydq@l$cO
zF~QwF!;ZQRG~-SwuvWMZi>SMqM|Xo^i8$ifYYgf|_PBfBB`HWOw3BcPD!|~3Wrbh3
z!K;r;y{~q1dhg|VvYdGAi5$?=s(9jB{Wb1Quq_N>R5Y0ueYrPR+&7}v66z`UbD0m<
zKLPWJ5*1`VH-SXjLI61mX6qjskzZ33Ssb-jP^QV4$s;`{8YuYEo|kM2<m5os>WCrv
zrK=q_165XYeT5!5M^{(fk7rT8g|j5kqsO)gk#K1^=6z4@<(C7hT5V2WhF_H?3+oWL
z4fJoSHrmouG<k?0%Zv_8yjmUpeBhhnY**BI5L@|jQ$_WQZT<k4()oUy0UD*+9%*qZ
ziw$G5zUGI7klv5(vfPrnT&(<>*;hWDJ@Yo|0;DC$^n<qHL<6l6X}d1T-bFU~tKc9x
zd;_LL0pRJV;k-TovI4u3)1$W(3CMl<sOrlh1_5dAriJkt$MC!xyk*WhCNE8M$_$q?
zo;jX%XU{tN3ku5oYMo3;yySF5Q2lA|`QmvTa3N2nb}Cfj{S*RUVr6~c%&C2%2aeu2
zv?)vO5<zSauA{rHIXh62Ltip*pvUHN`W$ktTv|!?B2ok(Uky#F=Gq3wAl8ZFNGjb6
zAhQxDT|cYjd{!G(?dI8|t6d89SnSHmR7V|6);d1$E$S6jy_Bg!%D(v-=56bI)G0S>
z*1^A*G8~=qCtU==stkUzTxz2N4ecdhxr!Em>ZfmKt3kDdwF8M7tAoSit1m-FoYi%6
zZ9LjT1F6NOa$Z>mO(SQ8LSjI)poybMTn`iX`ywl?%Cg+9PRZWcBXym}xsOIEE4VU4
z9A`Nge%3C{K0Ni!fEuv3$A8?GJ47*hxk5rmw1T@Up2*{#ma(C}EH)Qwm4utw%#2M6
z9b*~hlAAWm-{QJ|g)+|rExtM;9kaC`CtWN1NwiixlR1I}IxM3J-h&3{$x$CLQCUU5
za`d=)FJ*6-a$@&<-jnmKj_x7dBf1nM!^MAMZtj<XfjuVfT^8RmR8C`1nryjLYTZ#A
za#UQv{b|}9GT3X09+1oTQ|sd6E8=-}Oxq!vDamoUb4fiFq~l73?`K<-$8!`3-v(%4
z?dicn(s_mt^4MCO2BApzp*~|R-Rqtly|NVj*oOO(Qre|ol1iqTX7LY9XX5R+*P*)d
zo?+(_aT~u61st#Hm`3jl%KgukVwUkpRf1dc;oaLpD~jq)P1)0R%K&DOF+c@FjvS&w
zTA55lZ3{!1YfN$)-^0$nRsX)D=9>dOJE04s({EHjCm2ErEJHh_0GTRFXpjO3rBcrZ
zhHGi(fEK9OY>)Aweq1Fx@A5O8AUh~J1!841V@|R1pB;$6coXKcsrvyi;OFPgA-+O!
zPNA#nY<+_pRLr7=BJ}8Mik<Q*C1+niAl3$g^mvG&EkrB<FF4W#VS}(%7N2RLC7yv-
zM;})PPDuTjUU($NpZJh}@e}KO*dA_P)_iKbx5{YK_^MPIE47;e0JjHaPrO0hLffsG
z!YSd!6z;`d*g-2`xa|)YU?NCvP>o?S=;+va7Ci({^Abb0iaLkkA76Riw3d7JZ3r|C
zmx$rLdb2StNG>fZcsZv*gOoj&uR1+53mmRzF}hE<k8<aD8<fz83ZKEq^flYNn?0WQ
z*7ecHUx#$w(d6wW!1Ap}onAZ|kS$5O9{39dMGIByj$OqzI`JdOl^3VwE`E+y$gaHU
zBKEEk@t-+YU|^#eH0zpNIjKYnasbi)Rs{4+3}5*15~59y&&CA)d>D*^IDx^Df&vNL
zv+60u=0!Nyu%;iJc*5FzKp#+V-b>$4<RZ)8xNq~79YV$L4Wd-M+V?46CddQHZ4)}g
zqH@TftryVgtsX*24yd9q)#9yDm4pmIY}=$KGC%oRwr*!i9nXT`RI-PoNVgq(X9dKq
z^{_c15s`$m7@QGdzDFiavjt1CWh%r{S>TJsY&z4nEy8G7gYuJ?xJ|P*E;0xhS&wIo
z>ORk6`i%0w9R({+?rN`5fVu(>INh&uZ6bc2xr`H^t$Ik@>BFFIp26vPI}6Z#P-J{w
zxlobQQ8AeJ4B)*0(7$rnlD!0GJoyF+z861ueeSngf~6CJVoZ^&9?qtD_Ul;F`_85x
zI&IC7J!_bmKAUN#_!V;bULiy7bx^D@V9b#PodC?-475w`sR->F5eW%B#mMtdg$lI>
zJ-H&(<BTd)&qrU`vmnE<RYCd+*5-kU`rXTro!))8ZBi?`hHMwp6+nRURbHqZ;i)5n
zcb%rOS#MAw!3%UPOlNP1Bs$#Z*rp{l&9MmPuunVxp~O-}W-dpHumR{F+qSG%#IN8m
zICDI^?XPZ_13YlG61s;YHi`fRFRdIs@gY27Km^-~jm@Gff+JNmkLcC|FKy_%AdZ)C
zkAu=n`@-Jr)Aof8hgQ}f$_+VI&d&|bfCA$TielqY0Acy%hE4UxN_^X?-ej|>55aEG
z8dCb{nO7B$Nv?2X_|x#Lg^cAy$b%3hP;7@WxfWHn@&SX*R4D3A+i(LFyOGZ3zeXo8
za%1@JzT5!JPmmGL5stna$$#LI#hEXRT*N18OZCwENFy682#`jU+V+1RGB$L`eDV5Q
zhYWzmos_Z}nG?R25Kq_P30(N0mY&NQbj64iV*~l@Bkjuj9rY?Co(O%A>y*XZ&<p?8
zqi0g$)hu9K(H-;(VfU7uQr~p&w>SkcarzpZ^hoj!1iN)ucvpZ$QG6bIbrsr)iy4z_
z!z-a)PaN8VWM_f%^@?XYXU)E(2V1&SxOo%8etV+?Z!b{0wAWMVLHz|$0#VjF)c~z`
zMu|o#MCrP2=FRjMWe%OV_Ug`#2~bHELPNcghH%!URKKBj7;^potZ?^%>K?VITvrE)
zclR1!0F|oEcNequYCcBn*>f8il1$Xe-g40sE?vJ;IT;%?ISGWJ`MJ|)fLZRvU$M%E
zk|G@7I;aOpy5zT}o#J?fyQazr$V(AC?R9UBcM*t)u>l}o#Y-98l=o`#q#IA@^FZl8
z5c?u#{uX5D<#a56D@Tl|{<QP01O>SyIKNTo0>1t~-tcr@{2oCZITHLUyMx6g+&4@}
z%k9k|Hjrd6XAt^!l29D^Q@1f=MFbP8M_~2%goP5HMznx&u739_CPPo7l~a$iy*pA`
z%K9zKnWRqzX`h#-yYj51$3jGQKgMw5mk9~o&%<+XJTmN00bs1iTim|y%6Osb8`W0T
zIi8|rfRTk!V+LRu1#Rj*Z#bd}J8}!%st{PUTQ6{sZ2L}q(@6_$wUimJg;rca^==-{
z+__;O#|;IU8q3n9k;ol^N}QO(o>6jbVXye$6`(-bX{CM}perGLckj(U9e7{(_UVVJ
zbOri_wMN&5+&u~`P7}_6>~`fPPphwVviMt>uDS1)@2B6g(e{8x^e{0C)W;vNs@TP@
zEymZeati{FugTo(6MxYTr1g->AY#cxj(n*AB~XJ(y?#iDd#%L<s)}Zb#(ZF=$=-mH
zW~pxE3VWwvQ@P^}>#*kd-tr_pmoc3R3D5~SfC_aBuxYMuBy6mpF4)P&JhTjq<sn{d
z>BN2|CezjLkrrK6>(5nid3vklP<i8f)|8dJDjXh48r8*qgS(Ek5X6YP;yZaNJ)rkQ
z6F+vSYWL}+1>T|6;)XUoZT&Gxx-RL5!kX34@MI|L8ShZ~b^LtvCyZaAMQMF*`xCpy
zW*(1Z1@G$hg)^yM-N3rn-(1L;Gkx%+Pr1={FG*WqP_&(hZwXn+a&J^#)i*hmIC&0;
zWkc^OFXVpmDc#E*&;RNR^Bb#}FO7b&ge~?o*<W7h>)XJC5V;-Iz)DhwK8ci<xQ@Mv
zs$BHf%wrn3Ri&4pfu+RhRGEE$=feJjx?SbV8N`Vc@gUd!rQUC-u%&j<=2vQMo2Qqa
zlXgyIlw%|2gKDirfa3Hh=$~k!!(0y3ls4(Hw8U2%a;}g~Y7KnDIo+dtTAcGyL;Dil
z>;1B%-R{xR%j-8oqHmE0&DY-F(<N1y_KX;8vxdsRJbC<I^R@eZ!~)&s&DDcXkWK#D
zo2nElcJpDNRmfN=52{O%Zu~_2q`Pe995AaW_%2o1hi5&^Qa5z;wZ)PhpmnR1I!aYc
z<@K%}j&zvmrP&2C%j>0H`SJR*Mm%lfJ|{1Ke*wKwB~F8(&?<$*q|1}Ag=3X!3~C0T
za3ty5dN<;C3p>g;H@{hkMhs-`KLkm8A>+e=RNd7>r0nzy$+v}XU@9aNxwy~x{QM4m
zSWUagd6M(IFx8y7`*h3$D8Z&Gp0cJ&6xJ4d;%n8Pj*2<Hay9J02#BUpAAeX}-39^i
z^dtNJA*efAu%G(@3LcR|l6B0`$XUoH{BiuzP#310Ykm?j{4AgE{zVf({qBPt6jY1w
zslj&pWWGQ4gi<1T1Q94hf*(Q<xrN0Z9@#Wld1-R2J@Ub(tv(ruQpsi5d;F9*LVlU*
zxd{Fxv)V1n=g2ZKr=S`GL0Ra{O?bA62(iha9q8eh6kmSz{NOnm3;0y45kP5GO@>>S
zZ~~0{insmV@2Kp!xv?G(QcAKHxxJtb4@u(;sJ5RHRe6Urw-Bb)H%-Bh2R4vj&OJ#u
z8MLpDkr4)3Crfvf8&a|R`^pKZ*7}(mx3c<BfN0G5)D5u>Yt$$=WT{|+E-%Kh8x)7$
z;;AXqv}*YAAcreZxi?JMT6Xih`FeV_)q9jh=Yy!1z5mE}N?H&|ptuwHg}b7l1A<kq
zgq<z^HNOz!@U&dbcHgH2fe*zt5uiyQ*bg<Fc^=vIIT6&shXl6cfh&9vw>D5>*QRvb
z8_k$7KO$yt9SZoO_9GuUKj;}Qku`*tr+!oaV{_MeSb0se<Glzk^0d=~`r*o-r4{H~
z-YS>(-<ZwQfF4t1i&Z0uB!LYeQM4U0v^Pa$=3jjIHdROT_Hlt!wS93xcwAblu*K<i
zfcNdH0Yu9qpZx{+=Um@H23<AjgL_qhKNE=v!Md(DJ<L>qgtKi9>P|ZvT~{6;4dFJF
zIyMb}NWQjr@w=Rro;)c0J{sr#fH=wzT%hZ<6-v;CeA^3LFM}WBKjz(~Ar9EYz(Gb4
zYi_ma(U4mW612$Vae(b)-_ONGMMn8ueHdERUjz2+gUb0UYQnuXbi@H41!#wIeS4UO
z98c@4)(@4xSjZX<Nti*uZ0WZ?@C*2*pR5rXlM)D0=kmXbst05yaLT+Jny&}}?E2u+
zDV*v8l|s7PSLjeR%}|du1NmEe-a`nNh9+PZ6praD(>*0Mx_ws5=Iem)r)g<n=)J03
z9wt2iqo}vON2T>8kOeKF&A}4<KGukaN#gCv_j2DpqprM&6I!KCm(@g7wP!4cVcA!i
z4mV$zPt1-FLv=aNsk7m+K+Jq5ep0jR{TR=CwzU@!su`5?6iQvGxlKN+(>w-oa$JO_
zR5MAR@E)oLVl$|CcU(OnI&BiBc{upLixXwYTZ0lhao+``<iC!1$?x*7Ax$)xJwP1$
z;9R#Cdt~;o_h+O({cHu0+xM0uD7(g%(lDRx6NPx%2-;B~8ycy-?;&H595Yj=2Hd4K
zWL!hLm@J`}$&Ed8xjcU2q+~W9p2}v!*nDa)PU*0fu+=0J&+>`>oYM^L*xlMB?TWs|
z0)}1aVg)b(;PdHx<2?W#j#FB&;g?4zP+!L9yD)PAH^&G3J_>(UmM~UdVp^_O9{}@h
zGO1x{J+8Y5+cYv+@m)_8j)Ubm4weJSlcgwwRcLrBG+9FlyH%(_ka=zb9y$XUE~uq+
zBDbhr7y`l~PU|KZ<MC@9j9B5QCQ-xN?Jmour(A_O;+cY#bHZRqC-q&jh*C&}xa}Ki
z4Ap=LyVb7XrDddP&P)9h0BVIsQ?x5IO8F9$e?l$*(nDjpk-8CX((}b#xfk8laEV&6
z#hT?7Z94deguU5i@<&0yK2#QJ{tm~Rbxyb87^CPaG$TTK9)x<mF(`awy#O6<{ZQ%G
z(Z-JIjT*$}K|^aHU*s`9PyS}8CM3rJtoc#GYeXeu1sYO~{)nZoM7D3={~%SozlS4*
zu>a=UbGvXZbD~ts5TtfCYT3bo2fNUnq}JJw`-~bsAz8G1Cjzvic*$A!_5~ABDz7%3
z$v*dY#(RF!?Bqs9uTR!LVM|!!1Kh1ezqkWH$zx>;%a82Y7({^tjr7t*UURkV!=L!}
zg7g842%&!e7dHH!x=THR(t2-;m@zKAS->y5hAX^6c`phw=;9})W@KQ{b~0_#JPxW&
zzzCRry6-0`lJLB9yGEw5&)T?Hs%|*0|1n)Coo{B+jcgd3;y=$7n;Gxbtd8%O(n!J9
zV$<C@*@mDCQ`&2#*sH~|Gm<~sJorE*>KLMHzoDk9F&@MjLKvSFSZ80$il<l6#&7ae
zVj0swYORd(dLow%1oiK_KXT%cw6V_h<n7I^@-&iZw<CMb(G}1ogIwh^@_w7}G*S?~
zRkL#m6qo8$am^Z&dG1sWZCc-q*l_UW;pKFB3mKhn&1S*j`|~yD5Nk<K-OB*}9Ox^b
zoW!>;6mpmo)_AG%C7v6GX>S!Iqg=KMlGad=ROG$fdI;FD{&F_3&6rhNO>8dD(e(FQ
z`W441ex3+>5b6F#QINzN+}oVy{#o`VszvQK+9HylLrZv!to=9^0ETCZexCOq%IT^y
zoEeTR<ldk4(iB7L8{)9wq;_YQweLH%&Q7Rxsn1(6!W^0hrjnt8gz6|y#1bTOW#f0y
zI!0f<ktGQ|#Uepae%i>h@Sb|&Klh<*fy*U}`l1q8@ps0GqnE^w!5`!lAQ^ZF#G5vi
zUA6rj5G~<D;exk8qB$qNLE~H35ReFt$CuBvNA|qoywB;r%vzV|vJNg`U{UpTP*K-l
z2<I9E`gW31SB*B9xOu5^J3AJ*7Dhiu5$Re`izfk8xUUJmH8C@`>-_0nlo4W9;Oen6
zLB_j+{|)LmJwg!nD0`g72QlCe`mrs^g-0lbHhLX%3h0U3ePOJ@!v2KZK5&IrZlDIQ
z*au=LRkUB!NQaU_E+<^$$h)lI1WkH^i})>-i+_vu9i5yaikTn-UsyB+cmn%oadH-E
zL`nmOFU(+ZnWQjG`EV`nad{MxRFBCr!{<mrd+C}ADIcaDya3c;#gHd2xAhHTxwY!s
zwS^aggmVf1bozBwGg~LU%r$;I;X=-a`H+SgCbk7d3jLPx4)#&Gs?xk7`fWLpFX1yB
zRPfhu7OQLZb6|UmI`xnHk-~`$ZMZSOBU+-o&_I*C1oz)-(DGt#8jxB!mP26p3Mtux
z0pUJN=lluP#R-7+K$WEFQjmud$?`!M8B3UuuaQcB$ccJigoIxO8yPSEocfpzoFZla
z(B{ctxo%a4U^O_AX4;%iNCDmz!Xkr^3Q0YWY|_F^o+_S|Cr9+7_6oQPVN$m@q`9q7
zLeXQXrwidJ$yGNwjkj-)7k{%`{@U7Tc>bPw5idv};@~2aKvJ-Ip)#%d3}bD1BvC4P
z#TQj)`Au_kF$B@5Vt!4Mt?W~jtJP=+wM1f6ObLgop!-mJeWqex_{~iO58RBt_ePf_
z6-%V+*9^3qJbMllyBH>CP2}29138GU0NS?Z>H$9<CclxT9b5Q=`m>c9F%r}K4!Eq*
zfv&(D$xw;l+HrZ<okp8JWuNTNx4PN7%~jThz06e$5z|S|FbJvCHp0v6iSUVoDKrBM
zN`{>DdY(KHHnurWvN1W9SFJfh&yf^`?bVM!F!)FG?2s3HbDw|Ajvwb(Y@t*-0Vjue
zkr3OTqbKMJ70vg#x*J2r9uk1=QDf(q<5aqCB3ROo=9ulOihEhDc4;nO2XezQ^%uo*
zS1!AM;QRF{Ld)KB1VH&C1UYQ1)oDo94Dk<#_`AL}Ead9U@5}MFI_~*te`?uKk7@)l
z&!B`jo;s8#!F|T_n?+@H!AeB<6@fvf<~&!2^6@A}H5`=}L5CU2Gm_xK_9SpoqS#5@
zr&0ou@&E8T#Vz-Own+r4ZC;+}*+T@WeLk^MH})F}R?bw}fQO#|>mdRfLxOLwLHM$A
zU+-mouEXsmvuC9dDw8`*2~lX+-;kNo`_}F}!*?j|(S@>V0)y%kT$XA_u}xPiP#EW0
zI&Q3qzh8l{J04^*8r(o6wTe3Fo?oQK`A8f{=nn%}c$NPj#Q-Qjqcu%KYif@9rYDX8
z<XRlE3n552(&&pw1G?)#e{9RjOtMYSsH}If84oVmm$xG5^7&ER&JX0qON!s0UP^5R
zPJ^A=f|Pjejhye##~z9xCEXz%?8kS>bTy=>1kvsXd0mnFvyYnK-GLF%Xqk8!#-L>-
z--7*{2oY(2#u<{>s`a2i+O8xscm08t5~(*w@6AHVtc;S27is1N4`D8fXvUpESJb{Y
zGbZ@u%0~jNURQh<&we8bd7Lb-CJ97)-~2!J-aM}6wtE{^ij))@Bvgn7LQynsB@t=f
z&6!H$PHCb!WQYirA<ct^U1{1)%5)K-R7!K^G@@Cd=Qww`?)!P(-}`*t|KESEOSSj+
zdk*Vd=NgW6tkG4}!;9|1{$s4nt2bhpE-$kx^P;w8L`FzjwB2kEzO?f7%$ww%28fSN
zd44>cctsP@nt{YEtzF3^GFg>9yJxzb=*b1jf)skjug|dqKqyP`$6Eg|+9YXgiiYP3
zv=MhwwoZstLSK;@!m9^7<4QpG7onIvFw?WMiC|Ecc!-n&WGB!(u&V6yrvdx+i@oAj
z<u-IXRusy<pwd0R(0$#<riR>$F7MOYUN!4kTs}$|z60(@T8{`Uh1e6Q_pEKAp+Ip}
z;ZnT1LhC}o<k^h$SC?H9fjF`I7<XfIrEz2Whtz*kT(*lV8>^c(M@l)+2X{lcm96!q
z4^|@TAb+c@dw+Vz4I1c1{M}6_%a?h)+{(UfzuEp*C7u@mi@9HLxU)msu>6=ZK(3Q1
zMGoQ@JoE36q;6jMP*;rt8lT;++<CKSmbq`fc2EZ2<z#xtnZ}tMx1L{4CMg?-M_+&f
zvAgv#LSq0yx9*n-C;YigyDp78qjP1<X>D<(eq=oqNDihME=gb09``(L@nesSb$ly(
zUO2||CZ3bY8>+Wxs;X)jizu{2?=*`>)0A_MEK<&T?opwHCr9oep-bAV+?DC|ON0hw
zw6fwH_AF?da3|r<_VVY=OEXCgw6)<yl~L16ytBk$VOcgFUZ6(mg?M?el!W*P+x%86
z9LO<W_44tIESow9pLAp6s9|+_+0Kd#?Mnl<?#LV4)%izQhk6ZYk&Cn=aLV5|XIW%w
z*UZ<J?qSGVI=z;gfs<*+Atk)D3lymC9%jP8=z$b5%88Zr5%DK&De-ez_19R@#kUwx
zW%pdxoh-=s5jR?SDI)To`;ELcBaH(DXZDD|v7Pd@Jcl;hR`Ep_N?l6p+cw8?QzUES
zA|DOv$KZyQyT$d1Gb`;rn|ra%SjtFCM3xVzSIi|#QHmSQf;^XSBW~i>^JeYOKQAc_
zuIFaBTxc-qzc-VopwnH}PTba5z%0=)#oO~{hjY|$gHBOBimQyJGe-n&YcG~gGCe-l
zY!|2V)HKH8@Rr^%>u>s!Xe_e7yj}WfhQb-+LG46SS;L=Kfy;J5%Ma-c@hhJ7=?aA-
zjKY;;b5`Hn*U6i0nwwZI6oY0{VOQA-9!DKDKGaXVH_iMDSB<<z+Z!gtgWy0PmZlls
z*ya9u?51$wQ>S(AUd3t8^NS^82YMfWKUR?fd!zi<_F7UqLh*o0m?W%p2*lM;mk>4U
zlMO02Z0w<h>p0I0@OVxo_3Ru-HF)SV=R5dBb~!EaUfmU9;N7s&*sleKeLq7{-=PHQ
z+`9vkKyg{cYnvDqAHBZ%4<kLHv<~xOyB?SgyW3qe%I%;AIbiH}UB4f&jn%#(b)_Jg
z0qRld1xuf11T0`&4(gUat6zS0%`vI_*K{TU>+26tsuDG>|DoNIqt$D?Q*zD@?>T#y
z-r53tpf*a`Yx9mKZ65&_P=q*@D)d{wzBTyFf>vl8{LrI9$~c2>JoZz%>CxtcJ7mp{
zoAAt!C@(`0<!Fp`?#~f{BAX#p<%Zfu9mWlEVDAH@=V3}LCq*`A*KgQ~yH}m<@=9BD
zBR%5FLn<n+E)pxh^8>zTbEsyEG|Bw3C->nheGbdWcCT~evx*iCs?OLGfcI(UmtIq4
ztMWV<)wSn3Lr>({)h|s-Uf6AG**??poKROt`vd=x1B`)4&zkg2ipCM4!ubW?NZ2qi
zG-jaIcx`5Ks&6Zbu{(eOed&zk#3QfzpLeWhG<xmudAd0pJ_@>9$S@g6r;GTRMGGv!
z1{~V}GK(^5iOu^ycLLG8e%0IE1&CT+Bbd4RNY!J@Mek>>ag4kzv-3=s1>Dxny7#*_
zl8LJmzO&<^gy&S0%656Vt+D6M1x5{_Mv-Z*SM*-R-mXe*pekIxRCTgJUcqOB*}9aB
zEgvry@`o`Z-5wiUw=!O*eM_>8dYy4O!RHut(5Uq_$+;XNL_wCfy1M{)mvT4lH&jBB
z)Z)7KIzHfZA2MVkr1oqP4>I1rV{DI)gPC!ZQIuK3#q8pDp|7ahtIyU6)vUDz5Z^gv
zkdQ}7>n!zrrSGLWAb3ao_#@MGr!wQD4ATcAG7S0026Gt;&4KykZ}Le{ynqF&Ov_t^
z1wwtBSvL3Ys*b-4l)R=M@r||}9$+=ybbE8AU$*vWYW*-Zuk5C)V&%)#-fY8-<M*Zx
ze%W&`>&7p&3xUQ`8g)UtB_l$|&uYuAT=3NL%nqCLRoAYEC!R^3qh{!ynmBj9zRi<G
zi_hOpJd>t(YFsUDr0AmiExC68>SntyV?N7x2HFv8uy%^E81t((&)lmvwkw~idX>ue
z%ePg_Nj%G2^)SQyQRAcL%K)J8Qbez@p3J+yM9@5B25X2kZ=@b||1GZ{XFFv#2fRW)
zK(WZjsB_HgXx$|_f(Mp#9acB{5{q(^k|fZcUB5E=W*v}xA&H#p3Kw3bw)<$Z+z#Mr
zbTs%m;0Kpz757U1CB4O9WAk}J3#KQIS|5EIGLUu?A(zq|$(0TBH*;<&kEC-tfZxg~
z=gy#Z-<I^ou8=&Ri(9vj>T50i*x{|mOHM+`K|d4`e2mQsx3Jg<OsOJ6(F=gBfho`P
zx(;?fh`*IOw(nKI$cpnJdh+L!wBvXw@oQMr%|6XyP2u9Ll9l7#A*z>VA(*+VC2_~y
zafeLHn7GC0BO@D}zaoBZX~7E<WO=pQ4R+mqBB*A!GmdYp`rC^=na^XK=n8s91)5ho
zwxJ)&3|5YlCP8}gcMk5V!P2R*>d%=zw<yb@0ZAi%;cKnS9(ZF#u`0eTs1ee)5v}6f
zE5~iif2PMf3dUgTPno0@hhmYVUtan8^Oyv!J#$RtGXK&SN%Bs@2S#e8IsHba%)@$P
z41IxAZ3U}LKjIe``h7McK~=<_-x6<?QI}rBWs6j1@^ZVkq!i4>PMjv_4>q3CRq1OL
zPwmJ&Ql8jQ+|hF&Ygwb4$~VpZOti_&+4D9YJDtm0b;`}Cdm$^w$^|doj!ejf9tW>3
zCss(9S3)B`yhtV%uz+sC6)~-eq$ooPaly7*E|MI4c{3~o1qVOZdJ&=VXHjn+eo;J=
zg^hQ|N+L9G<J2ix&JAW6-!v=pmEjqW;<{=A!pr)DZ%auxEEnnA<?`)%RJ&%!l%C2^
zN@mL+EC5Pc5MT04NMndwlfad;naX(J)MOmjY5oq!5SP4n{^RC$Im_Jsng3Kqp<Kus
zP(JT=LXp#wXq<({YenD!d#w6AM%&+7B9mvpk)Lid{OciD8~Uh1(&tAm7yuHke^$<>
zP$f4swg^ZFeuujc-jn<yLRCxZsgL)sIhnVAiSfiq5HYZE*j^Xmh~N{Au%(LXouY^x
zwt61FoOe45LuTIlw7S(~^0_k-*2uA8>R(Mnr4s1Xn;YEL5L&LYR!IeQh8FxzV<Lxp
z59pdD^nv@$8O;_o-_%0_6jjkwdDY={em6H9JVmNe2Ckc{WX1$mtBhIpf^(@5?I}`%
zN4@6NnPn+vOPJLjD+DlQQ%r7VZ>R4Ul_K1Aw)N>bbiGj|U_CQ!_)qqJ77nQ(v|3i6
z!*4_!#YX46{}dvXN9^7>TG)i-|G&-bTh=)<+bW~2qIX$+76xUV8&aC3ycCmqQaB^Q
zIs4JEWsr3%GC#(+KQ5*A=JaUiyq%Z!kFZ+&4A4j1dU>azL}tTH&c*L{DPk2)_c!Gx
zDYbk=W4bj47pwgnzUQE<Fvem_X2Ts$SHra(;|>;Yz-_bY4h@Mtnc;Rom@Fw7E5c5p
zL+QcC=g)@Zb-%jmD4_(_>7u&Aarw%p6Q8ppNbgW3IfZ|Zwdf@*|Ip0f%g|fTIoY)5
zOH_Dn*uf#nyN2cG<!o9$8X)1Ez7-IS;2s;VQ^JJGDMsqe#Bl;Ra6>f0B1(3fD(v}h
zQQhY)-uR@2L9_Va8*nnOMb@l!lDH^^Vigh+4QS6h_E`9^GivOd&%WGTOMls8P4g!7
zDrLsS!p^t1UV2uzbP(ao0md%s`mC2@s0q7`oaaj`6Xgh<TNOqcX0$0n$Y+5osjayX
zj;T!Dc3MB3|2cg2!<TZLl)Aw=gQEVQmT5~Lt4jz!)=$yp0R2^vUexzs%1&snL+q?6
z9RD1)n#;?|!KS+pC7%q~6>K^C3plV-lzS%l%-${ObMb@g*4PI-B0WrG1s22w>@5bc
z))`k~BiQ(t>xh79DGaQ@qiycG^?^?8=~cv%SgPo88?pWp<c4y3eNQhra;AGTf7THl
zs_OWgnY~EKmhJ6ta;sc=t}SusAX>7%sYvaz!qt-d#-Np(Xnh*Z(i|y)u+|Q5v;@<v
zPHiZ}WqYDk;5(_4L5W6fVF|SM=ySQ6rtQMC4;l5N4>%q80~n4CRR&qQV?9f(V=6QC
z%D{`2`^jNb9(4ds?we^f^mpu?k80u?#ylDap!}?tuX%mv)ek?g##i+P%1*`y#_7p_
zUa@Tw3vd_<a91;Z-CPL6{zaM-Z_0vH^-ED<*x8%%U?11#g=N;?RCg}v6VS@{1dh=4
zusoV=&0t}Bu#O@j{A)w%X{@(JaN5Z{QgpTyG(s-M4&P`2{MkKpLz*0&Kc+>-M0yvT
zhTdPbUqXCz<AJww(aiXD7s;Vig(%NPx}a;+rX!$?D9fCJO7RM&vzj&}$+_Ixef^z!
z9m%AzKP+W{1v5Jf^>*pqZDxffbUkX#E1_I-oeaWli4}Zd8J@X*9Jl0=)>YE`h)O5v
z%<Q#2=cu=&C|0-k1<TcHH$cs$8pXwa40&3)#Qi+i<??qiyE0Wr!1?L_9R-fJxnzp(
z6>0=VNuM{;qq`q0q`5oTy@*9TeiW#<;{M2o<{Y*U74wF<SlFr-K)<<&>KQ=P%z|;N
z{aC>}^*D#&mdL#0M1v>+>>Rd3y*2goDWZPlmfLj1Ts)Ka2q;L!XBk-Z5jKZWX!jN*
zo%)aO4mkrS)}wX6kv)@jW7aj}@SdLmM*+$)MHRN?8=<?G8RIhrWGp`)-$fIlC-P?!
zB;8CN<(Dy6GxnKSNH{g5{mL@PKcrK1*;v~03V)VYgZ93x3k?E~Nyz}IQ;ae0<)<n5
zAu?7fccf6tv<qCI2V>+i6`lfO^22oV4Z3Q~ScdT<&KnKL!Id@v$M%u+6V6#p0WFVl
zu#vL~4MyuXZ5>64Zn;H6X5yD;<3Nx}<o4%1I7l<2>zS||G382dHr0v>5DTK15#7Sg
zrcLfeX$VYkAh{PfnVN-zZ5J#6)Aw7QU}Ah_Pvom2go{~KM(fk~6H+2k@7PRxTZVGr
zvcuApR~cq%q13aa<G2i8gLX5HL!@~YwXdfXIrnz<tKEEA9F3f<c`bB#`;qkHMmhGL
zE(ja7t3BG4H&N#hoo)Ok>mIdLws-tGSX3j;LylX~xcyP`71fgM5hwhrcaH4|McD#u
zX`VPmB6_V^&srN?&FY~4zA%He0^^^k+G#sI?(yaE3SkSgwhw+3Gs30Mv2B~Eb^`sB
z2NItHH|vmhJFT{hRk5;An`+nKXq>Y*_$Z~Uhq~8S`gCEWd())wE4O$n92a30TJ9Hq
zua(ckw&+UE#mgQnT5W!I2J04H(TEo;vKPtm!X>GLzihl;yaYe&5alh@qw*=9Ft)qd
zarAvyf^~@5nT311`g;5<X{~fx(nD)Vrs{)X9u~HDkh|+V91$`UiD%ErqkheYs7g(X
zC9g6b`X+47TJ;&h5BSgU*eZDsSQancng0=pX*u>Fw2Ip^v`3~UDu_{V6R4nm=pia$
zv{G56H=+uogdV~D>debUxD!%w$;o@BmxbefT*rp(l~_5(r6>};(yJrIh?yt)=G=?~
z`nvPXmD(IUt|zbn--?^jD%e#MyLtuqv>_4h@1GlT>IUgCzCJ!LfZs*oclm6)3a8gQ
zLIZzUa<nZJkK<d2S!j#$lJ(kmer6U#s&5W2=zF7Xa9QAEw<|9;t^g?q<WBW~0YBc4
zL8#&r6Kp#-;fJ8>I<d+^r&$FSZFb#9A0eHkHlgY&$ai6XY7yc*@~zJK_A6fcvhi||
z>pSiA)#}K9U;h@zo%{9CI$><gj9^y|*nkI@bhDGUP`<Oj>wL3pqkVWGl0iQr4Q5Wi
z+l=fctCaC6bqG7(!yT)kY<Zw;)%enh(TAN0#LE2~NtS0m^8vqT#M-vpq>tp0udobB
z^6!Qfj4@lIl;U|TZ0bbcPKc$RU`~u(f+ArNbYlCJ`DBOlmP2y+sZyFmaGo5;@CEeJ
zW%;la35&KXLOTUuz!M2OmNLJ~F}|92%5DgF%paN8ZZMTOuLK1zVqLQF#(5&vMi_D8
zOx>a@kp5NT?^xM*&xGQkM%!-$EGJvbM}A5;&)2_=`N9zVBolFL7MXXD2;LeXVW71L
zlY6*1V|We=n=BUZ#hI|^=~q3ufsZ%Zr!OLl5I=)RkLyc&S$vsSAA>kEPq}>$<S07g
z3>OZ86dtE9<S>Eb!6B+AfuBNT4GI>L?}`etUbXVN{sQ<!6-U%DHKLx|QaQ?QTGGQA
zcuk8<8}EGb(77Aiw}F5LUw;}_%*tH;U`x#IlR>l{Q(D=qFz4wj5p%*RG5f^&$M5-{
zwHH1*D2=i14UC1dz|k(nOM9r6LTm9-`!I!a%^AULc<F8)=7yse9X65vEuIJ@Vw%|U
z7ddLWT4WV>=<Y*Z9?`BT-V04u@E*Yv!g<!WYs?6Kg*7rPdZ#`83=rE&M0453l1t}*
zTM-Ig^?c_4UFrTG!;ZzUeXK2)a+6`7mn+9w@j(O)DerJ*iG&@2yhUp`FN2GVeL9Md
z-Q$_h&D{Po<X|fP*G&k`V?@4%Ju=0R?l0ysKfzp{z4+pfi6Ia2(BNUbp?>IHk3EEQ
z`@x&t;;bCWqIeDKf~&u`Py-)da$rb;`SE*jLT3e>u@}V%f+#m(!q&6=F=2TrZ$z+V
zsjTF0Gg$AF)7p6S<znU+e~^8C9d~O55#8j~ctfn9i5AYb{Nne!*Wr3*$7}e)i-|vi
zVJ#sa=Z)5y77J^9?5oDMnap$c4kNxk?~iYT$4z1Avi#F>%@Kt~y#4q@BXjT{h?9Hw
z7t<f0h^pWX!*_}m7h^SQ7uoqhnkDho)S!RFnFHqdU>XmqK5Bw`$P%^4%4z-iAG#VN
zld#%{3WQMqgCK%kFBWu9jffRHM*QD1$7XPMTzk2Edgge?r^=XH%tM<D1rl8$<h|{G
zo;g<d)1sTxuV<rT0=G3Z9x`Va3Pma_jzPfOxjt>~{KqCAC7Ud~&>Zd`&H#3z`A6}P
z5pxK`kllKP_ZR->O+H9A`NYs>=Ev`0@n?D2+b?2n@&>Y}Z2!|S#I+%R^q~4V<^Ts*
zV0I$jvE-@{4X?mfOdM*P|3Ay~8hreq>$212<GiLA!o7Li+!{n?C01c(5tMijy!;T+
zX<siw)(lyurQ;12V%Fi^_Vbwo41hoky{|T8N=KcbXoODZd8I@gP~kAQ)T<Z>(Z!rQ
zEQzrIp}l~`aGzWKo;hMxC=TJKgoOP}33x<AYr%iq+Ryt?@RSSKrP`qlxTDdpZ~8#h
zuznM{hH5YCSc`}6neXL&l7qJd{5+<}d`S;BBi+Kywg68|+SD;D0Am$bk*(wOq55yB
z!hM|J{HyO6QNKYHAAGg@n46~u`KnywFdqxs0wUom(=X>BYU1nTli<6<d_Iu%4;)n%
zA`A0Z!WHp|S|KMN?1SW~JOXA1kqjE2lIPE0JqDlh#n6neN12;VA#3Tl*?unb<*a10
zXaC1$AF!)hK!lDtagI}X_xi`dROT$$hzu`!PmyN+@iOFgmBPDFdkD{V_qOg$#9BDh
zS#eD-s+*}LgDC4UqZ1qE6);slGPRJ`MYGMBe+;+8vr6WhY%|3FZ@k}=GoJz>-$JH{
zC3%A_o2j;KBQJB7r}4!t|9nDAVEp-`fGOzY&?S8D$L!Obyc}0B!ppUms0v@Zw?a8-
zLk^14Xyqe~bH1bm_*LByeIEDEI;Fe*Bnyj7q8kqlHQ(*Pz1;~|I5)WS*CP?lpCvI<
z`olG!dAwX;pWP(K@#f9h%+t$eiqYLWp;6DAu{PNiNnQy_NU;r-@Q|kl%1WyE46pxr
zB~4FF)%FF?C*5}@OI63e4qb_h`}qC)^`~*YZBW7`5YiXrTXdPKn<E=TcC9=W#oW-}
zAsak$bV)I)68ce;pfjo3?uwjVGx8xZUpvqd)G&}$%<r0-tqza%-m`&g-k#u5Q=6LV
zx)s0@kL7xcEf5%Jsy#wBm}Lr!_fsKdJ9D@HT5Bdjk$F2GyG#ss15#ITe*5^76&E*R
z+{y^<kZHV%GvyZXt2^eOg_LMPNUk>Q&%VpMWZsTM@8kS7@oprtx;L|!n*Hfw^;)rr
z7atBUYCAzek0RR>asmZRB`!LJeflmk)10}9e=p^wIOZ!4TA`m^rfKd0k3(!KnxcuU
zAniVv<=hE$)$Yu>lDJZv@Z}JdfP!T#MCtKN%ilQkc~mp=d3rm@2R51)Y%;+=PUe-|
za8jNfOd;2k&r$m&tU~zOp?@ChaIk4(&-5N{J;;2-AW=D8EN{Lsg~tION`3U`(R>)^
zI_qEFnZtL<gr$Akz2{H^vp7zYv*mYC`(onid!3a@3ZI6jttDrolV&poQw$FfsI#wa
zw8TFaRDE*H{<egTbuDzt=eG%N95yTQw)w&eV!RTVHHCY2*jA!Hp5$Z4V`m3dPG5$^
z;}H-P)Y^v0>B%oQjB#1M54q<!AQGNA!;2E%Trtrj?TffU+iUNp{j-&@MdvJ&azKeR
z7rQDUif6MfUUMUq!WxW7op}f+|9bUlJvE56xfI7bgPauh6}RE0KWb6*9%wu6punvu
z+KRu<Ir-ftfN@J?WJS0IOGq|pHUF5W9gIhW5wmJMzy(%F+nl+8|B)jD*i_L7AV2_^
zUMo92v=XsH;~>38lRZ+?T6-TE$};5}#17lG8_RcK<{ocD=o|3}onv{fVyq!Dw^2H-
zgrW!8f$azx(GON$5bCT6gO*kbCLJ1L__JjF#$BnUT^C|ki@hm>_wps#=nT;Vdhr-9
zyQ1qxVXWbqc&s7Y>=>C_WQ~K)M&?Pr5R*}lk7x548=#?lxH|1c>EWa>`Kr&><Q%sV
zgQ79|mRLCP=$v~D6#i=isYHFY;Q6)70)6(vYF(4CCWnV@x%gMor46<0H@)J}-oqkV
z(bKVI%njbf2Q5rbZ9thn*cp1@kVd2;^B&;Tha1GJ6(&#iwifZ%uusMHy~O5))oVA$
zM3i@VFiBL=_TNGFp}?mBBs^eaFfku<-SD64{4P1Q0x7D@Q>#wgl2@0K+KDnG78?=9
z&6^;H>dmhXahizXp-$N)k7JL0x?bQjjH7G{df&Rz)8}AV1>)V`^ShpMj6*JaizG&v
zdWJ6p>z8n0N&j|8N+Rqr;qnc)D$|)_oGNcv%o)r(2hA|K8sU}|_yGEOry#rQ0A%;?
zH5Y&tok-saUm7zF!MU<{f}Z7AgkXC-WxLazZW_4-aSzrAWN#B)$x3h+C>eBPz{ra5
z@jzUqDO^m$pfn1`!@sw|AKzvAfGxsgAFdA_CKvx1a{Fw2eBC+~M$|5e=wI}=^Vrly
z*So%<L@OUVqODTWof=I?3|`Xe8OZqmbyDN+u%e}qE}hdWOCo3081vNe5ho$xqG&&{
z`x9Ze2*>26-s+y7zrw-d#lhhmq=wdKq$kqgFhRCrlXSbyWgtuYu;H@~F0p54{YW+@
zM|Ap;CwD?3b|>xJ3r!R33Qcs%*RR{^6LSr&*DM>@7JrW&htC<Im17UANtSXHSRa9-
zx(=$WwJ;gOI<D2fcg3ona<}Ye`p%R?`117<H$kSX4iLlTaP>ki+`CbFjP-}4vbKqG
zu_7LD@#omxDIL=x!sZ5O<nssh=?mbHl8Z^ls%N{XHy%@x|7j<4tM23S;r_L#R-GwY
zQ~1etm8c$Bj?35er`7WEq1o_tCB7muW{xb?g3;Xx{RleGf6!4c&h~()w}Edd-nH`)
zy0|i;7%6A>zH`wI>fUc(3<D2r@ca69B=YFIHz#z>SbzNZ(6w4kWc>TRn$sRrhki}H
z9vYHsQd65_D;NE`jX!`X!Cz~R_?&_6LdjAqs4ewA@u&Y_=h=rCz+Y1*{47N=p$|Ci
z$l>{5%+>YLF%#4aJfQgZT|9vmHlteW11r9EajB_&|NgY5=E0BeTYQG?3AeY^dnD$f
z%~lt41@mHkR|y$Wt4_H#Vlwa83Kmeo#Y~;2_*qm~`RICU=$Rla7yD-WjY7c&Y;|*N
z4Zmxu#Y}`MoSs;ytN-_n|J&@I2k^h^vU~gE$8KA?Y&3gY2<0tPmIONJDUUeDC2oUW
zTM4{eyRyE4<31mpMlF@M^s&nyv?)3LkgZk{%SLSXHh{_>duo-j1Jjotgo(~!i98Eo
zF)u5fjdm@#v7c7Cr@=D({Si?m40)%enPha#S*<J%ww>`PO+%lJn+tS&aFx)&BgSE1
z=)eWnODvw^1s~U;?S2YV9H#%nMm(kBgBs8NzS9UN?~26ys#Mvq;#t8D1g-%_f#Id?
zSWPMy2$W^N_xZ*ZylzmZXLM(jUi@uca-1Z3-)5$^_n)yH!PsyOMGt!{3VuiWP32a{
zD77N4K7X<i@c%>QzGJfx`QwCf#R!^xF_n2fnHFXQF_{gR|70o|NZu|9izc~ijVs<<
zxrZx~M(l<L`6C~8ICb19(JeIO#)1;FRHR3l8J?KF1}!jx-+AKcUnnq#RC3)xnLRj&
zYwl9TSIc}pCzwjVpV<<m5c3J4Qz3j}H}{|Qoe{hqyLrlCV>gzNIi79M^YZu8zTnPc
z+o<nn{IY8Y=W_%>z;Yn_dJIbx{VNU*M+k;&(ez%cciKrHR&*#NP<F-Nb$-CS9Y_3U
zIfc9hTFo!#D(CzssrOKy;9Q%iIWQlojY2E$_D#_jlUxvETJJObnf}TmEpkDXK+ls}
zmw!iChYh<f_-9Wk`-wfiNR3)`NWO%>s>g2+CsT>Ius3;?r70vhyL5@@GB0hWW&ea2
zp<e#!By%?X3+5e2|KfgLuhH8;idd=!aOi(tbpY3a%g7`G<}@^S%>|Q7s?8IqTc%Y;
z{=)`~Kt64SM%mvfzQV|GjG`qSEHx#<X9--LwP)XhlXJZ4cCKd6w%W)MY{WJSqB<j)
zbN_5=$-O^0WIz7(EyB6^JBFk8Fb!|!)Bhu7J-v&>k;jdFt$TPuFdsY8_y<7{wC9_n
z48k?>SmjxsHug-_$rMdWDn5R_%1z|=4l*wYT%h}&Z=3c({`a^g=0p+2&}VL#yKy>N
zg~fRSDTS5x{^>*5EdP(wMW~I0l#DJQvBMna^o6kiSH`M3&gtd#gJCc-|4PQ6Pq47D
z5`Xo~{`mQSR+93VIXfZUWiY|Wu85}L7h9JKwfynpU^As-*HVwPF&${;V3=2f{35wa
z(=M9mn<N-e7q1!p`yE~m99YWSnPI;Nhv70M@Ws(V*A>%CvlZj#?s@W3=3n93jk`xK
z@;%cWVGf3PZzuCK*#ywJmvCy*Zr`7E|60PdZwGEDteYI=y}-Xu_}4W5J;QJk;Cz<Q
z2fxYgedWa>B#@d>n$TA7h{|k2d_k!H<Pm63J`vH+MNHsmQu8-hCCvbbKB?NGqcLK0
zz?zY1g%J*WsF_}C05j^hFj8VMiXpa|gMSZS9DcEoLMX{{zW}YAWBCERaJRRfm{p=k
zFu4#P85942&L2pDnS(*e%9XAc^*d}JhVvxw8#nNKTmSpSJ$M~b`v(g!efosdvKD2*
z$tlqyV6c1w0&ExpAb!??5a(}umI4Gm3d^zyW&QdCzYJKW$Ne3m@#2<h4YA99A4OvK
z$Qz~qRcKFQ@QVdbch$|<V@MIVZwsh1Xb-s+p0`Wf8ebWb2cT{dVwftAl!{4C6*tH}
zava<(?SF^lu|kwj<T$jtt^TuIylhy%l}Wr2dR~YaFpzviF#ZJ?PJE~+kvFiYK)u-{
zihBD&-s$lgVf&XT1hecZBpqnVywLNY2)yMMxM-2f`I?c;&D@2Lkgc@}V*LN19?12u
zZ>GBYAK4Gy2-%vstO`v8>Ijl=667jvTM7sTZ0oOal<VXH>+phavF}H;M#)DF|1%lX
zT(tr{-$(j#rR=)ea(n+nIt;bkUT~VOD??#aA3`=o<c_sUl5;1d0jT!hL@V6QbiXL^
z;q1e9H&oM-)rJ<MA_vt#(jNw15<tkGH9xNxwezn+<0C=rAPuvu3o36<E~JCUxG`t%
zUDI7!=NIh<xFycBuW7^R2r=p}fQ&~8l%LLT?gbB+XVF!<ldsTm6E{Mzntp<}BgP*r
zC8M2FzZ4knMnR2JxKLNQHp3`gU848BlR1kbJ3`s(Zo}>Gx;wu>w2PI~2CXsUhPnnR
z|1r2c5_{%0?wM8#81fMkPW?wQu2qm{(fWIYUc(pUS>y~|EHpYSD;@L`hMY6esd=`$
z0Cwm<&HpYIp5B0YNGVK-T$0`eO~jXq)JVpEf_{?6K<t_iyQG0Yq{@UA4X*CT(Q%2C
zBja2hALlu7UF$3{(uN=3T=w_c-j6-!9{OCT@O#W>Nc`=xezl!MCdIgQ4%~oVO@<`(
zN}*0JV>Okd74@yJxw2+u0IfNBI7UzjfKy>bkF<UuP+g4aRmLV(wk@B=QT%=z$;R>>
zUx@7?IJ}^0Vytd;#7NC$^dKjy#IWSS-HXU!RfaG7SK59czW2=e@4j*(NhSYu{G)V)
z@n#=_X@I2DfM^#tCmkSL07#($8E`cW$gEL++Ad|6w$0=av~ilzb}kXAa#T7<GggNG
z+|>A};{~U!3Egx*Tuqriv!(Hkm8bKZ;}*vUCrDo6{mS539TE1A>(!Q>>dl`osHiZr
z3uG7%5X1kCkYEZJuQ*O!(5XBCQSy*FDdo@O)GOz|ZS9UszD|*j8-9-j+5UlNP*kqc
z`$$2s6G}T;Lru5t^ONueiD8*>0g}geAjO$GzVKH$3foj~9r>a~@sr4OYePxj&&-?1
zFU9X>>7VCXqcT?fWntBJ??iZL-hJI${vQ7A7{>YwQvTC{gBigRuy<B1qOm(#Uq_g;
z<kKT)sr^LRWUkQPJcfU?=qR+?z>t)S`BsWnszrmI$OB0Z{s1Pfg_L#z-d=c4ru0ce
zy4=EbsE}3qIb7dfm=cmlfIjH!q9u>2Nx_N7g6hpjxZTnf7FJCh)(+!HCRwylgYg`(
z2=1vx^%{TVUQ`?EN`EnJf*D)J((Q+y)LEYqa4Jtxa1>;DuDZMUsyc9)xQG*;;2!Ed
z$B#}(qPI;|3ev3Tv@lZcN4PLZv=7W8D+QlB8eglji}U|feG{i3U1j{ui2<jUo}++S
zF@TLPoodv!<S%z?PtcfM&uJAS+3T-z{)*~V|K$-cQsisY-yn}-cId>IU39g@t$!s>
zly??c%Ja+7Sz%iDN-!-ke>II}QjwPxWPBZD#x!uo<*o)GsdE(NSgnL63q>in+fm-j
z_);<1f(Xnf)@IVn0gXHY!0L9X%ntO1sm57~att6%2Ar&awp<>EFX0XdRkmaFJ01Dv
ze`pTq#9|9TZ9g5DtL!~7X01tDJl?-RVs)@xjkK5I^2B*Ntn}rMd&FMhis2Z&M#1e;
zTSaLYbHP*fV>6{~HMY<_IRD%|XXrS)Hm74R{65{39pna`n=Hb-x4Rf3v7kDGFlxTF
z2Qp{(e)<E$pGgWA%D<F@hKHJ>%|A9pT3eyox)tv{h^ylcmpgyQGH?@nK}S`Z-vyev
z4BZz9zHESQ%Fa-9_d<(V)JR?|iOdCsuWP4abU_{ZpmuuF^kU2(DZ$v!L{QgagD)x_
zOV(dCP{r5>zq={0UdJVONJ=nvau&}r=W_yUj|5i#4puFSt*%}8N0ep+@4yGQA8G2|
z_*?u>0;?o{f8WIXs)<b|)EsLXAtt4jcBeLi4P3A<it1rS((fm@<<IzA1os03Wb|&3
zAS6Nvr$pgo>_9_?Sttp#{4z6G$l8tgKxz_ywG+Wy4OO2IQS~cEux`!Gr70$VY?B$R
zmk@Led#+cn|9e~<#F#rC%xxecT=!jY!exHdsem)x`zYjgR9wHsSs=lAUhXlzKPNVb
zvIkq?{@}UBpKB|a&h$7B(T?cn3MH(`M}rd#<Wr@}4qfpG?mGLI|5{@#YWVI?z2td+
z)`S@)LYyetfBsQf1lDF<mzf1rjePjS%k|smSAB|zKFtgpG3ERNV)OE|pD6!p6ep5^
znX|wxLF0v0va@-gAX(!a&~{=NfHl#uS+wbEmmG($Fi;zLG<*JP<U!nBh~?aE77Shu
z#k4QH`+z8!@s>4PXnYCIdrFQmvry9({5&$_py&TOPiwG|3#tye`RH#-SmXZxPx$|~
z!#n#(lLdZh>h5DFQ5B<*X^^5__4=0kTUakHP&N!wCQ2<i@^N`l0CFnCL}^AG_(nk$
zN<AKurpRb(qU*C(FoM8E`~up-etT6RU8?HMU(buH{JYiTfkZ$4P6q#u=<j^IE=F(k
z?CRLtFxQ&VVy(NEeiTZOR+qd}9w)@2%qt7MzaA0>c}|DbU<d_|OD;+Z>J&YDY*3?P
zd%Y%B&hA2b7|2&s3&He3`g%GkrPGrkf%&ZeUnO4kWFBh0t`e>5g)Xtl1qPe0yoJSE
zNHBDaBOj|wC3+j&(Y~ws%={IXPvw<bContA0%IZ`@xn&5?#^jFd7bq#TK86CvT>qZ
z#f$$9fKT5EdI+?xS@;`lf@nRm2hB%L<#F1OKER|ddBugz%QN#6V4;oza~i>6yBAe3
zuTR-X+cp%3a0#~Hm%AmR8!k;09YKzE>(C;$={)doSB&b*WVKtQs2rF7OxR?9HNkOW
zc7J}GG@a&v&Iy`d6(twpkE$N$wqm!`K)W*1B4`wl^hgfd!nJNW*5$zbsLT+0r7IE5
zvbad}%?UV;JZHqx)Pws_3!(9HVd-Ck7!$K2$NbL)r;ZrnS}h4?gWwI7OAeyEGZ(?U
zt7caiORRzVBl$Nfg8i~NlVBF0J-sYGVA+DwpsU3)!U?1zq^+kFBo@Vy+Y~iSG!Gw`
zLJus>mfKHPMVn$`?XLrVeA6nL*kMb23?w)NCY;2i`&UQ2;FOMB&h#QB^;gP3nf|lB
ze&?Sx5S3-6|DWpha<K6ZGwPeqF&`&D{MZb*kzwL0TJ%v+OEiORqPO}6ik$6es224C
zgGe*{i)CfM06Q#D8Yq5<4=7FISI)488(|dmwie~kK+Kfe`(vK11;g2a5T5{0Sz_0R
zGQ;epz;>5Qx-NtA4---A@Yl6i7I&mdl8OSdu_+?HPI2m$NO&=JC}~WXKTWeZnJ1LX
zKA1|{u2!H!cPr>RSesQB8^gGb5)y-aefsSpVm~QjbJpywXu}|v`r`cTqA@zonIY*p
zX^nfY?etW69%A7)IutS>%wnF`8Os3|DW8h2sRJ90pK7cf^Ew|V$uLB(Bz#Fz#2?>>
zXn-{^?#~kDOLu_f@50_sn%xr$t;r6Un9c-SYY{SmYR0mLbd>XWTJZd54MQQPN$@R`
zA9HQdrp*=}k5>(7y4Ct%xV!$;TTjorMtT;K3=-Dp1?@WhHo?}PFVysZDO6fYmA028
z6%GQwo*#u_(B5l&cTw+1Jdd&7ae}$}v7t(nYmTjZ!gIMlV#mVvW5G+`wFE=vu)1*f
zGi=k6){krI6^ntt`^CQ*oaF7k>fa?`;=7+a^czl15`D5!XVsgDt$p`1y1bNcTMMJH
z=tZnb>#99BO+WZrk8kn#tOv~)N=OL?u7n9%dFc0*k{%`Ky}>p%HSx>?)<9d}q)?SS
zyx_+dmI}9Kn~EK|wI^nGT-BXVH=O!ly?EC6f%nF;6(|80pi0jd>UT9srS-s{J8I2s
z_IVD0hYjhasIE-l*(DMFabf7OML~0y?ZoLb=Qs@G_icQg_+MfEz&fG#15ILNdr~^~
z`n)^4TDJ5mkX--5BZ7kBV13Nl$e(u17QMMNvtJ#{L@fPwYZSa35gGkwV3vDBePj(L
z3|rN$tqDD)Xq^$cS%cb|oY4j>BLhBm$<(M^M1zz`!_vKcw^8U*_=M9cE6SMigBYmb
zws3}l?^a|9$gE5;p?Cjz^I}5gIX(F$8W~xYo4QE9NV}VE+czun4_YHw>KA0#w=BUq
zRL}C%pU|)<?;=QHa;J)%BnrbFACDaxR36wW%E|gI!C6%`E$*V-_WhRKBnlP24r-EZ
z@T|Jo;Z41y73ZTGftT`fiVLZBx2^rYJtC7}m9{6*pmwPS8}U})`yCpDihIUDWxmkq
zLiO|Vx2J^LwiGLL`sFJf9)(8n&I~$txb-HTM}JZ^!FlucHZEJ@mne)${?3SeObkJq
zMDLT(zcyL`mxQI&ouh6o4FHp$7&tM-2NOnDR5hZ3`k=+&+V9X12`tX}uplIl;HQ<Y
z6e6DF!tUVr9WU)i`mg{-ekWM|t7YTjb=6{_VMye&8D!*99&_`TR-p^xX&Ki#PE*?c
zzDU4;>o1_$J5e-n*$6ca!E`$*iKAS@`IFqXw^O7V1BcSJYZ(*|?Rz`uoHJqepA8j6
zhPEZj!tU!G<UAUS-43>5XAi!Xyh(_I9Qb|Utz{7=Z23K}dj#LuK8q@8`0A78i1xTu
zJ%#ZNgHpn@f=e_Ik`LUyJN}NVzFexs%kSCRqBY;<()cU(-De#OJ_S2mg%NV}8yCVF
z{VjTBUbIXE%|wEBxJw~dFh`*7*&JI9#oHbT=uaP1j*=kNAA9{+C{k9jO5QF~SKSb!
zPbMJ@1cI5t-IWM8>QEviA{uDqFmnZgUB@6<VBPI3H1Tv8=_VxfA0`RoAlgVx<s-IU
z)^H2VC~kHEd^|V!wn@&wp#0l^HqW#5JoGfHsKe33(k;Xjx@<>u<$0llq+;CP+%RDX
zkpzCO#LLxr9DDKlUvEg+E|HArU;gMkV?i94xX}i$PN|k^3%fpN<a-AmvVafCy-Tt8
zhuw=>!scCIZq<6)Ni~x+#`c2dE$e>(dTx!eDNftMa?<|IH2D&jpp3_mg@qpss?mYI
z52%<ZjW3!G11XqH!IEe@%?EB9hl%9mDnuGx6cx<HvQ?kN^MA6|-<<63fN@DXp|`p3
zQWezfyOg<xly_vfkGLbML`Bt5eN8y%&Wm}?TEnDorX&L?6@A0-TFzpW;CDY<+;Zx!
zZk+0XhA>3+ua(WYm2&rLk9Unn6{&@uP+AXT;Rlv|<n@&nd@4ANxTx1yo~k!Pi?&$@
ze7B8O@%1`OF}@$p+JJ6JC3pG2a@nA=Gq@kQ2wT!e2Hk)U<;EKaHdEg$+{-87@G(QM
z=a5oF`G?E9b_ae7goA&uf21YJ_*~0nGcgaW;z2Q^S9>W>CtzUgPWv#1=Y4#zi*_-q
zA=PKC!@y7674rM;%@`{ktUh90;a9?CdYW7K6E$Ml(Ko>|UvDD&R0t~EQjlC;R31Fj
zdck7Ep&_dZ8{bud?%a!u>Z}rOg&sF37nnpOtLIxNHLvF87CC{co?i3*jI~woHO&02
z#4=Qy^pqnSv@NnS!uEz_+r2>7WLS_ku;)B;))nr`(fo4f&|%H;2loD(6AO$VbW5L}
zng_%7qFdfFM}^s6l#ep5X{SCK`x{VZJH9I3-M0L0O==wjTiN0Nm1KQ>!7Z8S-AN-C
zHNlN8d>&+z&<FA9qP~)psHLWV(`>yK>o@pR=A<!ia@P4m)&bOcc_cgs!DOFI;QKIz
zJ`&Nei0wH>n!$6$S^IR07cF?L<V5XM1BGJy7~gUN3eT;SbS_1SjHPG_|H-qV-U8X`
zYiS|x*_Ao36`0p388QkK`TQLC<EecP{9@uIP#{N=>az7_WQZ0ZJmb=kW`f9M*MmJ-
zmc~yKDMqb7dOVXNQ_M>i-<7qJb{JV~@FsmI{QWs<x|AO&bK1=k8ye8ftfD%-wm`c<
zdLsTf>)VcU-!dM9H2cCb#)QnWD#t>)b^W&ldPS<Qr#$Tk<LN{xwXMhQIQ3h1p)z_z
z3oCg!_cfb;Ts^ydlpK)d``r$e))wO)S^WNH+Erj@|7Z@#rMkdNmqSlG-k<#vrz%S4
zkv9Z<n}l5gRnocfu`?uVeOxGfO+-T$=#o>x1(5biZolWUWYzSvhFelCsitqwQEMJw
zCA6hhw_JB>cI}gTwFOb!wy0Dz7rw-Gfd6xvJ$p=bf-wh)ZMR~UpBQcpQp#Cv_5Qf!
zrSk2}x1@d5*0eL1TGOb8>hWCUYIB}X7W8LeM(ZXzsyfr|23;OOEzfnm?#?(=9Y$Z|
zG(r(*)p9|Ha|ir+)iZaF+@H;#7243dEBKI~kXpbUi}V0kZe}o^Lj80zZ3-XdR_|^+
zEnc8*B69NOH3wUoU#*j_v=!<t8w9f+tnH|HSN^)!r2l0`(|F>LQ$saMLrhW3Bc~D8
zWOXuczVKIr(p?hImi#^Lyb?CSh>Mqwc@K;Iw9%}b{QU4Aa&zs4^BrjDNCL-+#P-`a
zY&gf3zc|*j(QIJuZkm>*xqf^ie*kA#m6SR6tw?W9>w-M_fJke`s?RXj+ncXVJoA;R
zsTYdl4CmjYZvf1K&WrSMW0+G<udFU>$Zu(}$SgCif+`%e=u(t!8llEis_l}t8YvY<
z>DHv)KO``xYM*e|wNh|hL_<l0qKTP!Ok|$cQqKqyZW(yUe>Py&=eeR;85j31y?I^K
zdp`UOq%~*$dnJd+#CO^jUNO&0OmZ9EZ-cDnI1I$zyONv8WugzqM`!&+`pLY~pWq`b
zkTT9V`D@)h^YTnRM^xQh7<5{dRk0ADFaEO4`Vze~aeCH6!ujTnGDkXNq%rE=#G8}V
zscWtI?p5Ft9R>MJ3!-)h6f4a<GX}=rh2+5+ykxO9`|=*d(IZEKx%|_%W_Iq9R@9|t
zeg?Qj%X^hfiXRMuk3(D!+o!9!{yI+EEcO9#H^7l@^AWJVLUf>8Rd)UhDlTT>3qtX3
z%;YlVIx#0!X=NnPsU?n@vDGJEF&^xfBqeFxbhDq20uU)<)}rCoTN*X+F<At8oDHiv
zZOik+3O$Rew^JphBSu);@~SNwo2$*AX5Th?>kR*{?esjp509@7p2{OJe$X%83#n+4
zEjdbfXQ4w}yhzg+WR3dOo8MV1>RlG&*@^)^*IVHwnBe@+tUD0{0D}H?`jD@;dP6cn
zl}(?=8n@ZvwhiepZn;R=N1``M8#j`~lf({U#XXF2l*p9wcw9+>kc|&#FL9-8-E-<)
zSYx9Caf6K0^zPFR(}%V!jM*X_x@WR&j(YQR$}>*e5f%=b#+^q37EMnstvDEYm7kd+
zidmSMRmx9qOw(WCb+M>!<fR5rAqZWsRbNv<!CCuV!k4|)f^pueH>8ZvgvnKJe(3KH
z7@b$s{?jF|f50VKR@TVnI#Q0HWLZupZV-7i=^^=~w!4M4#i0{PGZ>%>VvzRDxa>Yw
zpKUCuH4n~lPb`;3Y9iCRToG2SVW^(GW*YC_?GnQ8?x#5Ykx$A=w&BT)0FgDBpEaIL
z%pmt{9sxx!HE|?$A&I1>V&8}QIjG7A_Ha4Nx-uptJzohBo|^Sua+xHweEv0;En)%v
zs&n;FNoG<D&IQYR>2muDWvw*tJAs1E8Hv6E7yzbFPoc_2ckeis-5Tw0Z3PM6g2~ti
zFG25HqUVvB#W=F}bs!HaLmS-i4O1W`+8K{qW_?En$Gt}RV}v1rN)0^Z^vPB&fkiD?
zCh7?)z)@5xmd-Hs1dCMRrxz?)iG<YA@;0e19s7c?e~15>_qci7YfP+KRFA<uhhy*G
zi;`Jm*aul3jN|)4?p#mb-YY{&FT5Sf#UpIz{Tm!V2|Gk&3{j8g*@V4rz*`IF*M=bJ
zl(Juu$o@709=QKROC=(#=iGyufQ40uQoBR)%vmz^j=(T=mo_X+VI1H2#qwZCym`Ve
z6t))6emV(Gsv|7Ue)|3`2mFwc^A7%u#-aVN1dr^k?`as91v65;z*Csk`Nr9n&E`ce
z{nQsyb5+5p(B9JoN2tVNxDDQVJ3E7fb746)XW2A(J>qocFGl99Vql3GdzNFFYF~Wh
z2#SZ#cJFS5yOi~0OFpLye_h5N{*b$zj)jGT7|l%~d$upjBf{Rq3--#AkmTRXOmr?Q
zaSupRyP(z3!4@r~NiUrB9+9e|yyTov=5d9Q><cHs{NH~$ze=F*&b-|Z0hJOC9q&Ik
za`uh*uBhUM%#P6J-Hyh*6R;SX&`B!`-Uj1iltq+T7=xecn%R)ec_{GvN5P`V+pKkU
zp(p^obz!m*!Rl^?cw<$2T@~pffXNnu4YlI=gh!nEXXG2Iv#yDs*9rV*4(bHBT9-m^
z3F}WV%SDLt+Ges3tz_k0+KLy<AatTQ9-4xuVpoLE#JHD;4spQL6jdi`YgV+Lyn4>b
zHJ*`r@^Vdi)e$e~@&lm=4?FW|mD|V7`7c$zfBsSADEndRNYus{>Z&yOjP?mdxzzEn
zu>!g#{A7QEKCz(g!<t$pq?mP{0EX|+ThCoXFo=hKAuO0@b>ykIOKV4FcBxdpcCmCF
z#&Bs_!0TfOmi%=(gDBV7fSTD4wxD%&DL}$opj7q2E1iksls5<{&s12sk(41z*u$_;
zZ$2J-Z|h-YJb%T;L(dlp%i5e-3PvLNqhH@VmwKDM1BUW;pYb`iLIHox>)@Aj+7Q<8
zLOG*A_iLo$HD1qMvg7L?EP$@!Ny<yS=Y;(70s`tH5kS1>LF|2&!z!qdm<fZ9rx_es
z&g3+u8;C1?2-oPt#ls-J*3YWq6?tS<OD9Y#%_RTxlIOT`k6caA<`+HFu_dXUzKC*!
zTVYT7CJaysD9TG95xl4JkisoQ`c0Ps+9ZMQ81-y+E&)^28n(X<L=d<YNkScqjfQ^}
zmFRV>uWZ8Cz(DYPGDzAVrY#+E22Y^ytM`p%|AEOdr+nFP^dsUOg=p@0s`ReMykJoR
zkKE5^PfGB3mth1e51L8XRsH%k`9+?vPRiPbk~BC9{a2U4f4BNV8jb?NnTOc3FDVRf
zLgv1wBKxZssr&|$S}VHhJ(SCw`D&qh^9=4;I%gv=zT{J7&#R@vt?mY>Ec&B;vE?V#
z;hh_cX6_@njb;MG$zE4TqFwsLT9JJhvY^VRy%-X2`Es#HRgW*HO^x!<?o4pc!iaoL
z*n~)FEjRM$j26etv=>wKv8#IWz5giB2sXgYc6|{*P_};(%rNdrs);luc_pM?PojFO
z8m|JnWsa@Xs8>+D>>mu2FQN3j`g3+j-<*?qV#0c*<Xn9)!zq6{gU?)oP$ZhisrqZ5
z%p(ZderO4Cbu&+r8Z06;!^_a(u@yalhLpu0jvQ5Qb`4uyF1ZBD`ametnGvBUA6@z?
z?6<Ioh`ItM-hv1LXF__xd|W<j(7K(+6y5gne?)vW)|C*h*pQ+{PL(QVqajdL4U8)c
zKfe^xU4)LqopLH~`OCfQhXn~<WqsVx29KIm5!~(JbqTBpo~;cJt~w$&$2NcN?vdZC
z&TAiB)Zufk^V>`nbu?#gn}gn-HA{WB?}W7}?=LsNv`SGYsV6U*&<8V;2J%}HWF)K_
zF6Idq=A`u?=><h_KNx`L>&mOUHOzkIHIm+>hy`xh+gKU5=yye_1Ieug^S|4LFoSZj
z2k`>P3odio_r4?aX;$8dj+vv)$d!(V?Dqvt(OJ-;_W&pBQ#R;%Thi69jBZin;%s$u
zF8w@G;fFXXiJLZqHHB!IYl}Ev-H`>@nZ8@Bd_Vo}N(8%18dG(ICrK;^ZLx|DUfA;3
zKe2(!is)Ej(CQh}O>1FgqSeTA*Gy|P)7>su?IT{VHwv@TwN+RId>>w*#X6Ldqff_X
zg(mHZJAnc_;gkAL0)+ujQkzxq=aLv)&3o7L8;qSSwAK3VG*@>!sXtkQTxsgqLgS{=
z&F%p(jrxn3K%jVJJe-f4T{@>X3ISq-$+tYoMsHNpUBlgl--o(d<F}rm!>wfm{PY<+
z+qg@n<eyPcU3tf-zk>nLis1ihVf0KR_o2T^y&iQe7QbQun@{?d9nBgCs=jyO$_CMJ
zQek{!pIG@#J^AFByNZ6t6hzZ0KN=r_Ix12pPF1B_#S$y{cK%Tu>-NbrQqESE6>j1Y
zYvV+`nSo|L65(0DB5!FG={oH4><zN+j3<q96B7uASn9Rj-mgKhT{<y}4J4ZC)KAcb
z1bafr7f2h$qAF^NazY<^Rk*CH7*Dhac}Cs*>qi;_7?qdId3O--s#UJ5HN?Bx?Qf1X
z+%kT=@zI1o@yKiE7vs&%rA@cqu8J6$Q&;KeQLy*KEN(w~?(NK~$VvjY?5;~e(Cqz#
zS(CR$TDA;B=Xr@(?o9dI0tluV@bm^H${(F7evVocy~&0!Np?OAA@I)VeLpZU5|nf)
zJHVcOwhCQW-dTS&=NH}^Fwwnw5>TWp1j`$94{D8N4W7(H6waL{1b+xpVI889KeNsU
z2#~pKFV3Kx()q)wJKIi=Z2thli`^mzdg^aooD5(1H?@NbU<*Ml+vM)mDABs@nHwl~
zLa$Nn+2E^!1CKb1xQjX_iI#1@n`Alo)(x~UO&|>Za^XN5+*;14DZI~J=!_SCZS6co
z**y9n{@9A3avum3k5uX|gZJ{Oa&|j<9rOykA(7RA@=P#$Jo4JH*3@)yY#v6(n&Eu<
zueV0*0a=R#g)3vNht<40oDxNNt=T`$u`RS3JUM6K?zeQo!Bpid#kY-c->sU(`W@=y
z#YNxn*o?Km%7@+%I~}2UE`uTaKbTrkK=>Fk)r;5iuh8RVb++pJvK|@vUbEO1YPO{V
z!461Dob!>8uC(-RL;N{4ZXL<E!0ydc*0?_A3$BU-1Tau`G4*oE=b0>=Nk2Jl+2h;W
z3(jTy>L4KD$(q1lSG)xmqxc_wNi_n7=!hy>RA(G_rfJ^^Zf)Ax>MJyKLhncZMrOSZ
zwQ6A%A;lgr6qyi<*FCFO1y9o=K*NzDx)2Z8{px`yPl9vt<0~D%EnG?uMt!rC-(;F;
zXVlwh4r<HS9HtS@saEx?dZSa~-<~*cckt{1@Hy&;gp%*5bJ=j+E`NCXN7x^7p5Z^L
zKx^5UU+rpgp9#Rp!+QU5*IdBOLu>=>0vp0x4wOeTvTg526-*>7{J0LbC+nt-yQMnU
z#Hx@y&cO4tFn~+nta9fS26Snnywi_&a#u7j$K`ui$-W!zkA>{61ytxKl4|IzZ>dGU
z)%n*Ph?tx(?->UEKdJN!m<FGyB6;;EiN}xH$S2it+ZKMzy^uKUo<cVt2+1P=xM#r<
zwLog?tS2ivazJ>)fs@QAawj3qaSCIsq0Y$U)t$`m1ijTLqAX?pj|h&b)jlcgKvv^w
z$qbX6fn5@rBJW_5xQiV|{ZisL&L>CKz1L`7qZZmTpAt{_2JH86<3AUa%BPW$qGYX?
zj0jPtl4R~RKKfNN17V@vf#{2Fk!Q1$E?a)rD#u!dskfnt&-hzu{iKn2>=ge^2f?R=
z;07r^yRpJ|V#$oJKY{*o20pJ41SG|;9%lqJr1&6J^W~S-owQ~B_UW`^p5+1t-Q^Qm
zj25Z2Gh+Bl0p~B0PNk|wjV_yn^4NVYcX+oD=|B8RzWe^uo@Y^7W--)OVqRq;)OKl?
z%@|Uj7HBk2hkxeMwlON5kM=%u$ee`HA0NA-BQNRJiW}I{CE=UlxAV3p=Cy^T+iA3y
z@xiSj8!PyDY!NTD<q}wPn<Pr*`9z9r5}c*nch{Ks7M$5O)qw=I)j*P87f!#ody_Ot
z8AM;iWvUYr?!-wDm-mBgl_DB`jjfLHxICGVw2#mv40ICUShpdKRPZ~sW0^jWK6}kG
z`{$e5V>wWIo~_GzXKR8O`e6ArsAo|4)4b5Jp#?=e^CwGxxhf)%26UW!J_(Ec!z1u>
zU%jK1N*4$-rEWVcY5N4ov$wOonFowt6taF(5oZ=dIZfZ#iDcLG<5-5($VT=}%_Yiw
z81%_*nXIH`so-bH^K}=(0Zgc{@@z03CH(r}oNgD2w&oo{Xs3x?&=OQWU-chxiHU#^
zsrPkGoIk9E)UiS^;PnZpJeqA`KAwDg*ZrIa#<Z=OWAAe+CLD)4#sXm=wE2E>tc*0V
z?(V6h=5cZu6GUk*EO!Go_H*VzDP!M9D(-Zg3&i943E%Mxu`iz=z~yd&Mc&^L_<B#|
z!N=#_lx!TuqK>fSB%8-|E=%z=3VsjBdRvo2>t|An)lzg=q|5`!_UyYoy=c<W`<OcA
z50$*q)3D+jdR>;5#K)WO?<SqfARwM&Jr56I1B%OWO{FG@8h?Q#evVzS!e3`ds^W<^
za(cuP?#jL^>|jlbL2`GmRE?n3CWdgMcp<Djbnq(d^G5<NyPa%9^3tDg$e{u2chlnN
zYgpOvn-ZhF2~IaUPVv->R$D`neVgB%Sz#%WxupQ{m6e_!jz551tFzvk9AJC)EKcLS
zh&Yd(*cQjO1&NOK*iYZOp7+cyRX6_`WLSG^6JLDK>2s>=$-X0rjUqcHR)(n3JaF$7
zixQmHrk}2_L}a93jTKBjOhy~y+zw<U+V9BO*8gPF+pqJzjnUYux~WL_qeB448W?^*
z#lA#pEj#wlMaT3Nx~$G3v8%_GRROZUIIg_-w|zIb3es{csp~!mn>t9oeu~UeH=Ekc
zpG-j1GNQ(ddidFO!3^i|<@B>wY0mAQKRQ7<cX0m=^&MHowAa}&z85VrxeM#`#BMMG
zjo0_^`_lj>@D_^;?Ku6~_akTLuxi|cy(;fhqh0bq_}{>O!l%YE_&uiZL0#D@Q*={6
zS5@6M!XxM%cHAoGvr0fiQbqUY`vmm6)G+O3qlHZhWe-d8g?2?0XC53&HHecLZA~hu
za45_^u5LS<Q;GkSZvtJGYpr7aqGM%2Jx8}?-7t=iO_TW0&?Fg7-I4D1{sGrIkD8bH
z^OXA57de{UA3-q)9a&hHwuUYO!L><l$l?qJ%%FSOCihRf1qXo>_~??kKN6l_$s?z4
z_iqVSkrs1=U+{so%C7HK1hI)rBFo{MMT&N$<<e=vXrBV|p+r7yt@V?Pl9Y<ip7T59
z3pGkEROGZ9Ju_z+=#;*410>86(G+FD1p3&~@+ZTruSVydWy}L(T?q7y_rOBofC|wX
zr7y~Yby6Qv04^z^X%7pk<$PYphA6Ydv~MD9{s*b~ivyO5+J#rgDG8jnJ>9&vU(jpZ
z`x@?Isqt0P1*Y{ARWqRzv{5||q}Fa86p)fEHeR$ygevuq0dHD-0VXsM5OS=A#UN9F
zzp6W6E#qai1IfxMY58ad$7Jh=H{H?|8M9q`s80JS088y4qHAj^1kY1s0*~@n%B4p-
zk2Lwzd(7Dn1B7?p-(oM}5#w?!49Qk+Mzgo(tcX{>0#YsWOt&Vf?+J;KN^iX7l>b)0
z@eGfMYFkJYav3dBS|w6V!;dxIU$YO%WqfHE<BuJ{na<U6Y@kyajur=0c4^+ve7v3I
zj&ixISD$H7kLlKI_1*kgr=p5jUw(QKU6$ie;n30D%Q<L#N00h`5HA0t!9_0~5t1ha
zan4!pHJ6C)SyC_Mwl>=^Zez{6bJV5MH!twms%X5h3u%b>%CrXREl=frziHmGit?-r
zzUHUpneIc)t75|_6>#Q;R9KZof(P-zsG5sqzcW<vU)h>Ui<!JWZ*GwbJ^lM(qzrzQ
z`iRA<OMUsQ8Z(tXWm2q&W&y1*soFIP>x=>!-Q%h`N5ztl%g5~P;m^u5ewjK}T*!T!
zs_V$^g4ju@2Ss|#$VFCF_H-%p`CGtH+6#8O$x3M~Ntp#pMxc|^$Gp&qZ@>+dQMQ=X
znq^wQOwDrQ|ImRHm?mqbN6)iUT4w%>(3*^^9*McEo<6WLOCB{^pTRDZzGkK2Q6D%V
zHyHCSsJ%C7-Q_fr$4F|Fuan|b<A3h7hJUWFrpUHh$3rS6_vt3@!ua1v8xgMVb0-I^
zC47-fj}Gv9ENHuu_<CH|`Q<Ys1gcUMD~I16M{uv9Kms&ZE}F3^Syv0qi;qe~J1_h8
zlhk18tPju!6skO1l{-;HK4s|<>!$kX#uecu1W0{1t((Ucp-R3BFoNHn=U>Yt`GMmZ
zh~;e((Q@1xug4AtO=*ReL~l+eb;=<n?YIK_UQR0i9mn3iG|9fKMGcI*Ev3d5T$NYz
zpp}weg=&W!ZpkyXWAseLp>8*M=?*kz^8c2(<(x?x#Y}5~kF?Si6}_zq6RG@n%*E(>
zxe)qXUfGz5ytn$)$z5Ewo>{C%Y`M%wq<z`1PaKO#v#0ZKf0h8i&zu|`fhxxlw{Pug
z1VyeeN(ywiM)>bM&N;b<uL??~!KLJ*K#_Rfag)e8a2s`9E28C6M|?89%jfwfIOjDq
zJ^jSjxo!=ylHc=>>QTGudlrgMtehY0yuaMlfi?<p%Rl^lA@3jlDN>P5-0<T>O>Y&R
z-*SS2LbKA%z8#RYR-fSiMc9|eL%F|ymsDsMNsE*%V+$c`T8ObW%rMrXu`gLGYn#fF
zq8YNK>}CcThU_htj5TZaB4kf7LU^vb?>WEadH#6*I@{}<^P10n-=FKc-rLm=qsJ8P
z<)jKWP|v<<G6L(WNF`A&9r3srO3KZC@YIa-8_<9QJ!5aEFNg|6?CTXoVGawUpL_G5
zbILneM7LJ-R^lnXeSkv?BC&)nH;JRhxRaDAdhaseuHIw4YAcCe%^t@c@EZ0TlgH-D
z2QC(fCmG@>IX-+d2(5uTBPPhijb<ETGz06K^SldJH^}=A1nJq$((Vl|fp68#u?Q{o
zc&NE=!{mtEHa(<mdURivxU2VCnktwo;jgt)&zbMl`k%-Ku$1q)uS^ZUKdNjN3Fc+!
zWggm0_y7UyjyPFLbFOluohZXFrL;vN#)Vqco3@f%r6qbHDHHkS6It9(lnNGL;t>19
z9{Ai5R0m#S-VKKtDBX4Fl?Nu#Td6hSxV2f3dNbjdn$8VYShCF|Ju`<J!zs{DUtWcA
zXuj<{K4+!#cl~7o5KNK|ona0+_q%Xy>D;ceImzaT5(onJs;Y&Q+OcBpK4Z?1blF{t
zY?Fzjq#b7XjrTeocFZxuiAoUld?Fp4Z34fm+kf{nxAQ*=<MPJ1&hZW{2)Q7ljI-X}
zVT7D|<|x3T22kkAPP7li=D@+!eNlmYtiLb8PZUzCN5{XieY1pGU7)}U?#uiNL>Gl*
zO9I!_T>IqMoUg|pfS{280Jp`gW;VntgI4L^ah$GH4i?z_xhZNh$RBHqq?qTC8qo9o
zQ>rTr6pt+_PYqt>;k?Mmi}F3g-UZZ!v$_^@cn)C^*vSLoX}<Qge#c&7zE9_z=)@QH
z2AOQm$3>E%P0MY9dq-e)>kG3`KZFfxC{!{Xe>>@d%X3hn&$v7GE&6qTSFzkW4~?dm
zm>JZ%q0ehd$vE?MBq%V$B?CfBfx`3@!;ch8bp<yVkAHH~ap0D^*6H@jPn9CrTlvO)
zsM1Z+(V5^LN&0*36#AJ`oD>GUjk*uy3@(N(DLrz}tIXUZ`Mum~>)?N`bzUP-80h)=
z-B(9)wz5xxK;|6)Cc9=ox61tIL?NLS4zm4MN5Z<&ho^VdP2tu#Qzignv7<xa<Eh(v
z4Ot)w)PfvyZ-@s-W<4n46lmawzart7pg-vabe#ap(>117%|2yGICI|x;=em^pw9}o
z=s>5wZ-bk=uM#vrJSlz@Wo~|ymJ0Ot)3BH-vNIc)odNQUJ)KreO)<m-{s#NfIPO7_
zV|#5952f`M0F_TVCz7z_m!>|Di`oU-6MTwm5He)?eLZa7=!1^tDJIa#0AAF|al{&e
z^tt9U+1O+h2LTDP=Wyxt<qnBc62NZ0=4ku9Gf&!ZQ_dfatL5j7L((~vkxbe?fKUh0
zp@S#GHqZ6o#^=%ywR!maJ^{@)w@uIGhv9~txMvZan4h)Q=A7AN<r}%H@ncA2sqU-S
z%|8)+aa565L?=F<e94~Sr_rbH9B}#t06<}Zs-23yHQXj|Yz65*O*V48ygMc1CNHqX
z%f_d|KA`IxQhU|{HGV0sZ`s;&OAh0l3wPhMNBbFLe(0YntalOHW`xH}ZnkR(wU>Ql
z=^vTA`YZN}fm1dWq7<yY--t<_A%YX;905!@2fcF?V&4$BX*Tf;2g}ucaC=Ng3chk-
z2Kcy*x4yby$v?rpHG^Z&d(b5S*)Hz_juf|WTN2VokaEqmv$!)jRIps-qNj~-XSN#U
z?Fq3qqmxr+qUoh=J4(4`QHFm&Jw^qomoErAOW|=JM7bEB`peY8hAH3;$+{8ndX%{O
z+k+fTsoNXoPY=pf?k>2Qx#^eIFyFK6=@7@a^`Q(TJc~@9-B^CoSBZb+N?W0gUN+kf
z5Ve0X3*P((*%ItgkIhHPhDH=D0h_A1>xLB>cXP7EEQDlsG?D5Ml2w%5MK<Jq9A0~A
zBrOG-@e@4o2K^h(0fl$Xt}=go{h-%(WU3{&NocKS0}S1YAAp+ptgk$C4IZ869mw(+
zusoRe+UQp*DAnBpDwfmKO~t&qAE6>lPUWWLcldCm`ncuZ4N$dSbV|g;*^)1<wGVX{
zRurt8f2~-TOu25_XD()O7EqJ^Axo~GVlO*UHe35)36y^A$E6*}U|bK<=mVc4GD_I~
z8}k&|99ZfBS+KKGtt)~yDF*gq*`X>B;q)Ky^M?liq&d$J^fGSgj|V@yf>Svz!^~$9
zDOm_06Ru3+-^+y{S+iP5HloS#=kFVa)2Vs(y_}ty1qR&0weCj~90NmVjh<$_HSUuU
zGdY>_y@I3S($^3e`oF#?_EcDZVLYi*d@RWC<du%D_LU`&F^;hKhCG@N)ag<ipg>5<
zCz$p6&2a-9Pr{S!#TtG~<W=|+@}!OUsjuaqMU%5v$o%-0wm+>UCFvE`=|yB>*Pw21
zohp*brYFM((M$2K3%A`ta%;xW@#FkYRX1;?!3^CpxFzdvm=pp^Lr{%5Pr|KN)BmVH
zMSU)E^*Wh142$LclnyZ4oGQD0r1)dwCFPrTXOJstbp)zJpzVvloFSA;nBmaBk}6L;
zMX*DLvBjhRr4B$Eh5*h-D_u1<x=6p$1WI>{;Xmh+AMnpO{cTV}QgBSn-jfI-6>D;8
zdF{W01NnWRHxa~9iF$!D9zrZv;aBZycW8^v0u*1<=i9{JbQc8nMgH@k1_7(OM;{7R
zE|G%_oW6)o<3LVxc)RpLQ2o)sTtIwdQT7_qP0lJM*?xxKizz<Z5$ETZk^70m($yI(
zcoz^{OL_G=0uzDY;Elu~dXim+#(3+5iW0pTVoi%cavhU}7W49{eNp7rwd^-<uP`~+
z!11UeWrmB6O)2WK0QKJVl#;nrkj|yfY*!Qnzl;}I{Q+*l6-<pMY1qu7dmV8>lc~+z
zx`mH3Yt{QKk$XDURZMnKym}Qm;Z)84b;9!X4&a)Z7*)64_fI&I`d6sS2i6a^ZTaVQ
z1?nXyd}B!X6S@bq4&4Y73W~*hqHmcDxSd^Ld9%E2?M@yv>>2DTyt@cJOA&nEeOn)K
z*p%Lw<14%LZUk!HWOEvVj8=eAUmkeTrGSu>m9lXFJf`8Rr6c+(a0!f0w#$)!L6&sU
zM0;l0D&pcm?36o{78jwTfpK)dh`zV$<%7zQ@PkNJqdJQ@t}ZUZ#>-x0{A+$~)W<cP
zeGInB#yQ7Mwrz-A?38ceFya0Pr70Zo3wED|q-C%5v6f_am;ejFrPmCMl0CAw4XDj#
zZ>Hr?W#9}X;$Ghk3nV?q6_6^mwFoIV&Qs8Q9Nb~aZM+BeE{1&dY&Gr3vmQbm$2`rL
zXh73FJO$3?0t$5@O6l*1j-<2-dfhRM;o0%uNj}%%gL&YrG65pizo0J{()(>JX>l?9
z#EdFlf7;)HHpsc63i1kMGiw1nzCI+x7Z;5>QVwCd1KkgIADyhsOnG}*?8;(b-VxxI
zyI_a=jU-$x>OMB>H&7gA0E5mz>sO4R3&={8_M47aXE0WS?C-gq83GU>iV@4!>=aTC
z2kz1nzM~WxSOO9DhG)?2&DRIBQydQ55kQ<U5yF+{8yQ)HDybzo+W}}0j~O5lxc<l^
zifu@&jb8j|kFSL|UW544^&y{O1}wIOUZ?1j=HVW>Zj1fSI<Qc{;w9y2F#v`c+;xCe
z(GfCfAQfmb6=lfP88~?IBeORq`!d(8?bL981lY&i5^o`C6MMOl0Yabxr1RC4l&T{b
zPzn4SO?Su&{@IU63DtiyD7?hZR!G=!6XoDP8!Zl!GDL}*^E(mPV(1xsg#z?d<}VgU
z{{qX359M@4is5yz34(<2E}Dc4{W;$|m>;a5riR00&(bNz!N+|Q)e0&+v2Ycm@jeu>
zb5)PvnwjXbmkygjExCWAHZd8$=STErE?>SL0QLVfj3|e9xK&JX#gi)#G2spjwmgq}
z5214$jG3oENZJeA^6Iy~{n_SZ>uNAff|+7~Ya1mfXItb(DU0V;dT%ZM+&rA{00$w@
zp)(gZ#P|i6?~P#zH_Lyu02CL|P-HGrkiBmxuh6W55IcWUUGGK-6CX1gZU>$CC(Qc)
z{fv=bdc#MXi{a!$!QDW3+a!`%c_OGtXLsU5p3fg2MizcTPhX{+iZ$n?oIJfyB;N&6
z*8|v_SvgPXTVLN8n*>sM4)+dqN)_P0FqO6)1p0e#xZ8LQ+##%5{-aas-SOe^Hm9xR
zq9W|=a%4l)tw?e3YK`L3oI)sQ2;qVMfjh|j9~=b_uiMn{Z%;%z1mWY(DJk3x5VUx@
zK9Vxirn<&*OWpuuylwKy{*PTXC5H*;d;0N6VwgJU{Xr?B8D}WZA+>qsk@^JuW#dj(
z4w$O`r+XXzzKi9bJe?FnM1|*TzD=yUYu>m<2ZVaL2o2It*2`I6C~E7JfA?1rENOa&
zQltoeqjSv{@F8U!wsiXIBH=EwNm9}jXp=zuRQek%<*+t)l6#^EXX3nS8}gCE*C&Hw
z{c0Ln(s6ehuu9T$8}>D_aj`@lZ_mKU?1#_0v0tVH^r`#hX8*d|P9nkC@A~<PqapXy
zy`ddURc0=z9AWWG^@PM0H@OQy=J(4x{+IrmUmW=%b6Ucni%c;RQ}(f%6i#r#*!<of
zLhD7F93KaUaBkK}RmmT_@zGjCObz&T7(J}ZAosgL?r3+8xjnKTQ5ClTW$Y0^eec*1
zyS9j9dvZt)<!eV-I+Zluo1(D;F{~gamXOY%5So&$iJ0Z+(W)GefJ=)3bK+*MzjW($
z;RTZQYWN1yEZvSbfAfWq-6B1#UiaXR+s*O`hK|RxpWA<3XG;W=!dTMwyqOW;HV#Ba
ze%kR*F?m!DwU{S~1-?&Y6G6^_B-lgXO7Fx8jp-u_N)g<3axg?`OcwQa`j&1iw*-gX
z&yIUQL+n6{b{MYOAi!OVAfchO4_O`sz(j)!WW>)Nu?X=|YQSBk7463z9tkh<!a4K-
z0QxyD7k&*8U<zxJIo#D|juz#OFuVg1p>U)5?^NGBC{Y=bKl`bxJW<q~ISo%s*Ge&N
z=)%c_lA|~N>Qs<KMZHsEY=m3&{CnLt2d3bwo=);i4{KC?i$r```0-!gbrXKmkd<Oc
z$dwzv-$V7yND=+<<&*b6zgz1h%(NP}z~ccWtPoJuCe4V0UvUo)NCB#fAngc8kuQr!
zm<z-ghFB9}I!gJ1`#KDD!2DYH$VGbw>QTpmsujzhRU2#WnzEMWC})!EpIf;~JSKsk
z4%C7^^@Vc_LTmVj&j;l#@@0_dh<#;;o3hX3w@T_pcQ>~Ul9C;$M{$RpBH`Bp^B|Fb
zb}AHBZt@n<y5?F}mf&c{XFtu#aa>6_?Kr#=1l>vxP$$#4c~BfDA=i41II_JMRLoMG
zjLC>0C^BkY4<f#t_ug;LGwyrp-a(ksB8#wjz*FtC1%?)h-8V(L@g3FeKT$8GH(<74
z{8`Q_NhzpY9DfJvp}(4&KU3{4-p=iyfvmm;K|O2kVubmr2XM)~JA-7UMMLlnP3UF8
z?S&mzGBo-wOvGwKfnfb#;jtj?J_b#*<m7X3f;@DEntgK$7Pi4uORwH^^A+{3?$&se
zpO^VY&W|4t4!d2qMuamKsvJDrUEp^wk_S-yM$9w_{{|SX&=i!B3V{rMjc7uESF@||
zTSWcTg*7$Mau{(Pa0mB-TiKAe+7F5$6WAEv<C*UbxIt*RPZ=7d&%32LTr>3&aDoAy
zbh!1icbwto@E@NhS2*1ODb2tlFieO9^E1#@j);z&V!q)(&#w%EI`UjCi+V+_@?@48
z02+z0cRLZMS+FzIgC9;Bd0{L327&6OL2D~++@2s38Yrsch=c5nV-!R$@_P4Cr8n|P
zkYVo&ai7b-&ZEAVLA5Bp#{;1(h$GLZ%t}OwY>xy&+}pMCBNS&441gyhltI`lw>vlE
zrC9u)V9tj7NEWMYO3V4a_%5!^_g3o`@TN@$@l`>8>kA8Z;s>{cO7&vDLg<puvFo33
zi&7N}(W|oB!Ly`HL4UVfladSmK6b0H+TaRoNAd`6o*X(Sx_qP<WP_^A8{C0fF9D03
z{cz>7Byy31^qnEKYlUy?9YmmLAa8Gmw1Ppm(m-YO0};L{2>)l#2lV?4Dfo_rcEQb8
zY9=PnZNp_PO`f~;ippZ1BiIWvuK{!`vQVMo*3n=|GFT;{DUnk@){6Z-k5GOPIk6Bt
zowTDLYqY)*%aA)Bdoc974C)Z~v(}SKWoXf22K|sWFX`#!6Bmz@qD46@MPoU#&k7e$
z49m1vgof=rUh-ILquYLYMs`)Pr6d_vO~o$xRrq0B3YL1EE2^dvf2piiR1Fc_<8_Q-
zYh;-`#T$AtoF+;PC)1vkl$P+!Ky{H=@ikY~UFcAOBWFA;$}F@ose0m+XF>Rhq%URw
z=bE2OoFFHBh|W8736|YA!J)ZUNzJ3!Cr{Vggc=gqbU1a`{)|cmOFvOt$?AFIkt(4f
z{tmTI!jT_O$r#G?(IW}^#$TkYL~m+6c)C(7ue>d?r^#p-7me$rbO=5Ya;gc0hA4b7
za~?#4wK2*uzq<~m_Mf!0`15^LgW)vhr#De?DS0bW6a)8O%-g4G{OaMUg;EX1f#AnC
zJv3^(VEYAAmIB{5uTS<Q>q_eCu@w~$1+3cBFP;8mzUQAxFV}3T*ck7_SSk!v-V3Va
z<8QN%d%mj82y@OJ$w=N~{5TazC(W~E8YRaGMi-BX9v+R|=JkYQ^O|9bNUf)%Qj4XX
zXsp_q?JRpw?u6yuSKqXWvGOC!YC&ctq&_kH^G~}rp0GoEGW#3lT54HI1CI$TV?EiR
z5tpF9&GApCv8G9#_9G>|9_OBQt1R6p&{q+op2X#f6Q<B9P7#xr;?fxXq;Gm1h`=TR
zn^^^WmWKMKgq=~&S(T)Bl$eJ8#L61W5#%>wUMS%jLHg^}Fd$(&VB2w|GnV<$r}}0_
z`Fr2QGVlERRnNX2ExNVhs0LRAt>=*w%6bsSzv$ftEI2~tV(WdG=8lEdP!#-BokQ{E
zlCxTPEWcs)SKW9%%qRc5e6thq<xO){3>Cwb&w<BE{U{YG%Z=^+bnlGcOH`1uqEz1H
ztV&>m-6;;g^%yJ1-4G#5;B!{dGM_2td5O0#m%@p={8)L<vbOEN&TQ8XzSbkKpp%C_
z+X_b(%&E>;k(G?#U_o}y@goTbhNW**s=P5c`*N7Yiu&^+eRgzT^Jk3lq)#{FYQMu}
zC!^$uq?BtvkI-lPbPnP8xf`0*-W-oN!x?$RN;Xek+|9gyI~mrh4kn8GR8%?oOQump
zt~O`w5A~Z#$k`brWu}I~_4Jc9znoTml)5o>hlTxoUV^~VaNbm>&w^DRW)VUd_gt&@
ztJ3Mg)b0{p?W5e+?ctg`poPyHL{DsISr>YFXaiM}CUU#LF_gKTF%}RRvWb;LXOpP8
zY30K1zi$GpQ=DfvEIlLbb%`;#EmtOlSWl*2zL9N_l>N|&zJ2=boh`Qb^hjdoi%cZF
zbN-%FL>x35YtOXX)pCpbJ#~a1KA3#oQ($j?JfVeo;p(PgNy{S-mRUV^r$42ct%Br=
zp0}BF+(eTqLqG%qWyJ+%<;2dQUX*MQc>O=?t^_2Y1*I(Bv`&LJa|{`{co$KR4-X*{
zFLMs79%gCL;FF{b^cK{^+>E7hBqeEm6~uG0j5d=#SSaKgYI&ot{8m8@+e?`r@v)IP
z5V;a(Yush&?|cl=>;e9!ok@xCC!BI}S!Nj5oEz;oP@Xw$&QS$A+FMtfFEYph^xt8r
zHdPLvP9%s@0^8|%)UHQN4U-2M=ut{qe!)!q?@)J1i2<LH)yDh3V0yRjCNeg{le&mx
z{Vc}aqAi9cYe=e?-HOw|=r7(J|4OrCW;Ym;2FANCI4>n{{K*`svT)YwVbtGDpOUg-
zkPS$aCXE>E{inL!a#+O^-KHhBU+dl+Cj^J@#mLtv@59K)7CScIQUAf#4=FjCRo@8h
z!Vtm$Qkdi>(IY!HvvEaj!W2DvUBdP6_pEUozUS)aKELq(C8Y^&Pp3591KRUTr74Fy
zOYzx(7#{)Ld4YA|;LCRz8ZsyNKfO%&dD(rot)}Gl$D&4G$!@myialz?xfe$H=~Nj`
zY%`8`*zfbjJx{eT=tjpXhw)0H0D-R24F&zNOape(A_wBPaQ&l)f@khXyh^Lc7U~le
zSeyeIwYpU+%t^|zz8#J|4%zP<c5X%_N2V|ON;K_IHzb5jTO_vS#)p3!i{O=QoC{h~
zE|V%AOvaYtegz_iyWg=A=5|XXUFG1*(-!-=u%0u8RtXP@Gzl&}_Oe1ODI<)PA&9f1
zq^0v+Z&mAu)$q2>7J`rDcF&AbmQLPcZCZpjqIrVwRG)$VjBGQCG$(wuzBS4%Fx$I*
zAc_{&4vK`FryDTKh(Cj$(>MR!%b-oEFQ(q7;H&tu5}+F(d~A`-R{?lM798kah#zNr
z*22qZH43*aJ0?)AtU=aZX?u<Ufhe}#D`pi?*jyMyl9*H}7mDdsu!^fW)Lk9Ae@1Q0
zOt$yfpko|!99H?-zP-KKcLpu*Jhf$pcUndFRS^Bf;_Z;GoFKPPxLdtXaC@$l3>as4
z`9}V7?te<F(qI!!u+b186a<!d0lck!1*BvdKx*K3S)DzN+(;Y9jiewSvGd;>sUL2n
zGYW2@&25kI1FXKxP-9$}8<*10w`F3Gxl=CiMbZ+<(J}%x)|^siW*V!Y`vED4zqQsC
z6}uyPIX#d_8qE^U7x*fm7_Y@ZPde<Gf%%{rEyQk2z#`VPF_5}7C^4e(4C6#dPU4Pt
zVq7tPU<=Uj%!ZKWB7fttjo+8Vb|qyjnLeHeAy;IeB}OMMopWS%O<ssc=<rcdu@bQ;
zp|51=EO%`jw(MCUvig{+i}lSS3!Y)Y^~6qI8g>U1S5s)H<{V8g--~7|G`Voea~6=S
z=J@c{`@pr=B8K0XD47%V8^vlm`fAJH()<HOO0S?qDJ|mcZtQCH8kwT0#&>(7XwBVn
zF91jBuKnJoBh_>(sK-LVs5v^tjEBMWP0O-L4b-H&bqdNp+{ue^%j<U$Ns-I*X@f+$
z&)LJj^McnJ`axvDyt6g)Zps^{ifrwtVdg5`x-0F=evfmls|FMOCbP#Nf}xmqHa>4G
zEqcVvU%$P(P@f*zS@?o@oZ4N=d3RX0PWI}T@xLE7KYZ9|O@`f1nel^ctjV`ubhYov
zu@0Em(0uku>bxKA$+pdGzhgIHx~lT8Ui(jx+01s$;C5S0kL<`!w)>&Cp-9Tq5qY)6
zcHhBh;Yr^sU^%-BdnYWz%xb)dozbh`8k*(;#-!;=n*Osy4?g)@D-)TnJ%cXstcVyf
z=MC|#@iSA>>2`XD;D+F4(#+%|^YJt6q65xG2U2MKoyPhmoLv$Gp{w-ZECE82v=YW_
zX&PuuBfIaMw<a(2kY|}-4(^*|S2E#ca(XiMVh`lEuY(udJc^njUJuQ|wR=Ke^W#4x
zDtbknp#)nRoj2bpQ;*RXBFOm?DxIja(XI90C?**Bgef})-or?k?5~P0pZdDFuI3D;
z2;=~oeRZR4g}#estsi#5le<CP5ooz*r$ag8Es5A^W+-1eE08^LZVNlMJ}C4$U3axT
zKbjW*%-?mw#|u<XpBq1eUK@YB0_>s*@2D=$q(8p#R_;ogQ<w6pToRH;9uU_g;<b9X
zD2GH7W^`VR9N%lf;&&cxKqs`#z8TrQN<6-cW$zEE&1uwN+YcZAX_WSUe6cA#yuiMe
zcQ4!i%{L}&v^nZI%skkL=NaVtd9-u;wX@&d+ulblyNJOF8DO#R1_V!Ioe-6w0+Paj
zYZW}?v!N4h>bV55!BWK{8Q(}U)>yYQL3zy&j|F|^IKwVQ;=na%GLRuy3+J>Zwxw%;
z7)s_`$Y%C*z41w;nT#wwB}Et+4K=S9;ooU{zD`SEO2vwIZNYL@_U<uHk?d3}s!yYS
zd(n)<r!@umDv*l1evio7R6M1@JAb&Dfx#A$nSwFbJ66K16`+zk=K<TR7?KWPB`(sQ
zW?v>l!D7tyM&Ai}(yc3GEQGFi(k5D>Xo#UAu5C3woWUXHh6<<NM0r6=R!bPm`gVNn
z)8fD${56*Ma~>BM>jyN_T;e;a3R}lD;_BbS8xD(LSr@!5!CEVGsQd-ab58W>C+#Dw
zP`OA@xw77r9Q?O(Z54*f#j+*CpY3-doU{(lOL)6QE_5Vao!ompjaqh}UXbZ>LR8FA
zgq`Tz^{P6Wxe3dB$)KXb4W=&Z;a{%=V1!c`Tk8}q9YQOKUcfZ%5T*QVVyIVqPYGvS
zds}NA3}~eM{>%8H==Po>ut+q_F7Xak3k<AN56iop3L_PrHNvH(6&d|h{B$N7`r&$t
zZa&i(#ysaZqob8bTI9@-qm@>VOKyUMeW*VB4Z;(YIaXx=-*2UbC&WYeX3uPWqV}`K
zjwvl(3MyaX1&HX<Zh`ZDW};^yR+oW#fCPc^cKS(VQ;XKmLO_S^gXf>5gPt75FpE!}
zAhe6yr@3h6-PnCs{Ulq~LfDHGbSF5duO{21oC6cP@NMGajevtk|2?p{{V%;e#;9jF
zS*{Ag(Y0yPxiDR#)?~CR<D!qkB?j8*C`4H>&9l>}X~g?kjMqy3d3HL+=>#OQItH9I
zTWukak1E))9y@8Y)G`F&6rQ1a&Ev7;%WB|KVbb7dWs3hoc6S?VpTM_Uy$wrdelLd{
z4_Z=@1TU5P?RSP6vJ?FNS|Cil@;bP<59kGqFO4zcH22e3B94f~J2W8)JV?PJl)^)d
z)=l(mRC>EZG@;4I>#I0kf|o+419}q&F`^WU<>B9|mIdrDt0%!qW`j`tp9ksn%_gH4
zNfig|D>8`bWO0{bVpB$yZaS5Z*y_xnaQ4P04<R44D>s~9d3+SDr+mOeob|4rdb+6b
zx)8Q~zwgSc+sK`o0C(!p{8jJ&x>NPxPK_%V)?&LKg}iTvJK=pBNREeOgMnhX$^geA
zOxM2h-Vd@#2O~ssrr!ZeTf@AFm8TYMU_u9ZtZu%;MHwyk00+*n6Li{RapT!^DI|q9
zTr2cDP5_YJ$*j=fYI-IOC8v2~6<nN+Fon<jCe~A^xW@zt))4nfWXS65E-gOQNT7?3
z7;)lcaBy{mlj119(^2^8N}P-+#l@0f3@SoO|9VLX5x(N?`sdB}f59ROU6_uhJ8G=q
zT685>7glG*KNC%OLacxY4OekNe<9P61jb1Pht{_-@m+k>S!bbWS{yTT>Kck5hlD9g
zItmx_IU%A`nciog<NkAo5*V$X({qJdJr-(VFf6_ke3|(yw{((Bycb)z_Tkw2-bQvA
zC$@`^-h!X05!Oc9j9y>R*#~#!-%)5Y8!K{-_YTU{?%X^FO~_~En34r!4pGXg5hJC&
zGJz3b1iNIBxJNr^Vv49_ndOdX0t0;jW%LVrwIWYcUxxSvcEhEhTuz7H9qpnyDo!0I
z#o7f^1osT+?cs8u!h-cMCr%P)2AEE4#QTg_%g|luD`=*YMCS_{YHK-&z{QM(!fx~s
zc>LpQDftuUTnDxrdWJBjtbBV2qtW6Et<NeU%W2g<yp~UDnQ{x+uA(^_7Q9q86bD$(
z^Iy%%QesgVmGJqK9>;v?9NMG0@N{|P*v7%blxO=Wv|5IRZ#)l1wht*>jeyd$$&4n`
zttmw$qimN@ubBxy01bu3d#H+NmZ>vKQzz7Jmj+X0>cc{r^0`(OrK%VAaOuX$)P!A~
z>6ujdJ!Y4M3S+3m>;>F{sw&mK?oAaSU`OBLV^>O<Te>SynE~?&?v;+RZ%95l`AW7O
z`2gt4^r{))Cwfkwt<(FZ4mYkI+_>1s#HKMqOa5LqwL1t;6C<MCwZM859u3>J&1)>B
zz!hED8FTskrhl76R@S?QrN4owk%MSO?YK`mf@k7RUEM=veG73e4Z21r)Xj&u%8(Ec
z-#IOUm>ifOT<dFX9vdjU5{ffkzwB>t0P+FKuIUA|$9ME{Wr8uA-umH3S}>Z&|E_eN
zKKeL8?#he+`L}b6-dY)q07VynfSu5}fr2tJrs+pF*K0j)p<*X2Lz`fIPHcm46KfdE
zzh{MZ-T)_*e;Dg)W&ugO%Rj058Yog8GjDbJ5a+Xyq~2~0Q<8%3Tsk?>y>kvOA6Hoi
zlHxMx?E7?$R80dxk<?R?ot86(nt!g96$F<rv(#@-S5R8CDwvom5Oe(mOizwIwDhA7
z)h?0PvsbtHS*rk+-vk7b>((m>Wzy@6TXWit<kTc6xEBez)3;9m7w)2?INk<t#-dPY
zR^WpgbBtBArGFG^2cG4!^F?u?FFt|n{xcyIX~(J_3v>DI&b2n(GvRSEi36i)^zpo|
z!f)B}zYOno{Q)_wtwu&yi6C`MVl!3kbZ~K+Z;R2?`JXo+P*mR5%o)8}GkN?Ds7vZ{
z^K`MQulc3PRL?-QlYPcQA@prNyK(|^@}U7em^kfGKf1>3lad#o(V-;ARxcthRqGq*
zgUUUfoCPa?%pksxn_d!tTb6d)&6+mtF8Gw@I7oU*E2(t#;)7{I-9Rl{S2rc&*mukf
zc3&f}tP|UP=so4j^9gqU032C++0IYc4E*VAx+XX9-PkTv#>o4_z!N=Q`PqcD<;cql
z(Ly4^1}|LH02Da5-F~AwVAa4kDCL&JMm>Va8WHO=)((XC2wp9Gm|UINUVX7=aHXdl
z0M{Zx=T`~2>5Zy2nms0^ukwVoJvuI5!sn+a45CaX9tkf!7u?k$7=Ahk+kmP6j5&?w
ziM{LB;~ax#kP9hlTa0B)H)2ecAXO}f)p!CMnrx)6SYvl92$&j8UW(bA-^r2JA9l-v
zDmy(;0_ESi7T@?Ft2(vX5K!Kk!J_E6Xm?I+hKzSS?H4g;1>zriDhw8RPk{kwl`pOF
z@{M+9H2&%2r8b>(f}AG%Mbg<A6=Y2g^-t$&+)7tJNn33GyX1E2cALWP8Q|?_gihaJ
zpZ@JxjX+;B9?_LfrMY9RfHfx`v%1_xu6}*d5;1+gi~sT27=sfzxr&v>Q5P$H`aSCK
z`kdc5hng=)ae7AIF%uaUwo{U?EcDLU()_J7@=?qE0<{FeFIXkh^PRVnNm@5-D2us`
z*qmR8lxyv2Qj2Uoy8h<TRJrVyifelQe9o5Ww^Lr{0!33zrP~KTIz_);TU}CMm~~#b
zV3RHGT!R#BdNOb6gEZIDbv3}@R<GQpWp;8MBb1WMi)7q{Zg+yE<yu2DcsBd2tml5M
zShQ`?aEhKC{@R?_blR%fBPcvUR`Q>h33nPJ-xsS=cY*&i>q0|3+E~!Z&&=TLrgnhF
zuIyE3Y!lFr;QaT}`G#CNpQC7{^*M)=OYGRWZI7NjJOv$cv4UBJTQ846n}MEZ=~Ik+
zk4oXuCo&No#1O&y%hZg7dQLG0S9_^XJgvjq%d)8+gLz<-ACJ14eIh1afUxMEgU#8(
z{`q&Ha8mxnw(|Q?2<+i6dI*a8xr%8y9U(%}Wi2)BYv|VRYuIR+PNqt<2jieB^f+Dz
zB4?ea7GFtcq3#Zj3pF2k#eM9kw!whOvp*Q79j!a2`Pu0%|GQqgYP{3&1$-P)M7^#B
zzI3X#>X{U39cWBO>2HX~k>%avoex*P0SZ{>w3|^#{PyfQHj$)_|K2hH-C|@xSF}y;
zL%YIU`isKd!wD;&;@dB5pU;ne-esR8Q!ixPE|;^5z5U*9rIVs!IhGZ<{m#lg@r`L!
z-nL;Il{VR`iHoIr*cioxptS=EkB^G3nzKgH9C0!*K*cK6o##LD*G``-8R1S|o*UiY
z`SoRuIR6)G7A^cn?Sm+29shpHPhY6-Me_iANbJ;eBgHK^8$F2SdrR8uJ%|6^c~e9`
z(E)Zx*p-Q;5%uKu45Z;gbwb$(vh=-E`zXt`OC!cf(F?vh_yI25vNoY68^&#S#`(uJ
z19@mND%G$_g0L9;_!iJp^3GCtBjH$DJd^-YON$8Z==DSCF|>(G&zJWd3;O-4iP?}g
zp<2O3_$<q7e(*{CMaGz{dyVCMOPaPW`o%JR!b>AP2fN#}C*!Ky)v$!&`_S9bk>1WJ
zigq=~+}3Tcmae)GCec%)d0%gxdipU304}ey@e}Ut7t`eU7s<TEa_*!h_44*}3{;;+
zx)bRtnHGPJM5}pzNiwenro%X}JM{j1TE5Fe?O!dxJb-QM<tid1A~qw2;o^Mu9h5Dh
zau?Bb@$~Qt3-*#FZedXhJy%sx){)c7IK1ILQK9Y(hRG1iEA;=4Qa0YRPpARi%p`}E
z4JT{2%VAjt^Yo~KOGtWL)$UIP9wDM`%~tO~-=SUV^V0rHz#zbT8n^ow#}_XigG&8q
z+Z_mVO+fHN2cw&rj#VtKrUv&mvEIF~N%U}{sWb+G>yanP*pJ-EkCozxoh>$G`EPEe
zEh$3<#LZblWrcO$k)1>CDrE`H5Rpt8STgd@oUElVecE5R=|gCsE!8-$G6NIYYkk=o
z9MiEg8;Ea2j02177M-HdZud6m>ERPf27h#|dzG4`ts}8$<3yAZu18Wy)1QCxmG#WL
z$hm1Z)H~6u<ySv!GpAkl-$bs?WVRWV)EWOW9EvW|Zx0G&ct3lDE78f!4oJN@ITe48
z<|G$1!^=Bl+<e)qLoMpi6DF>6@XjnI8X>wq;m)Gi$%v~v0Z*P5A}L{)uVgApds<(b
zI+uRmX9T~IYm)b(>9lXGebU+BptuspBdA-;UFPmR`4bz%aalwM0DU|ho@mav{{}Im
zu(&fGEvhqN6C5COUz@RV?_{dhMfEv*^3$(wNWSY_MInu~T=M9yq4%7v>*cc<$rlz1
z&Jz#A!&r!-T@G?QwUo8L^@YOhu?GuWG4c+X@BzI$ew(;UpL$UA-`R`6&YJF>ubHIF
zAeX;nPJ72bz;0^=`Ugo2b6E$Py?1S1u%mE;Y~*CZX|Vcg@`Wx?e$(ss1vDdGuf7wN
z9fOXg_%4PJ;FCIs>{0mPU5Q@uof{mOmB`9a#leDeClF;H>r2sGopT&Ak|Uh3E8|IK
zet>jYL-9V`PcP70WdLrC^CZ{AN+DIxRq-oySbaMoDna-8sdpUCSO+KYqp4o<KT0mo
zt1cLml3oR?Q5>*bA3ZzdFijVRG2N|APIL$iOMvFrG^jLV9j6Rga@5yB>&xRaYEe!$
z{IA59DH+MBK9Mq4Af&;q0cZPM(JN!1$`Ie*tST!V%Nna<Vx)roX?#8(yvfV}c3Tn6
zLz(TTA+LBP4s@NpBZ6i^jY5IjA(x@Wq<uMz#N21xE<K#7s3>D<i{OVd9|qdA@!I2v
zNw4<wWyevBHXdqypn>@4##35)S_}O+P*wMzKwF}r8%6tS{-cqNC62RIYOUA0*6~_{
zJvwrP|I0DtwyVAy_0KoL|Mcjcmqf`fY8y!kS38%P9OSh5v|ImYMipqt2ha-aW^^5?
ziVnLw<ZP!X=CW~*F5wD!;>b)7Sva&CJPoVvM>9t{1)WHEvP|KMrT*C+<kK_2fVdWo
zA*S~y4aEWZXeA~5u_Wai@(47*{fbk8(QE9b^LHRDbQ|d9(9mv&2h=knq%L$!4o7&%
zghhSjFrO8je}<CFMuKgb{gBgT9+l+A7oYkpZc+=sC=iEe@%qMLZIKNkg%jhacT)uD
zB*)1kvNvWe%p*<XG7%$9(;Mjf+?%vTlCG7YC96PIm9LT0)(Qb`MQgzU%Qk_QLnhD8
z_@q&*Zy`uv@AW!Aus)7~RG<i7)SG$}q-X`>=pwOax_WW8W@n?ThUbX3omJfXZ|H~+
zu<w5(F`1q!L5BqvjZp9{4a-~=p9p?R6RK&c`TH~?k*A>*MSEpFr_08|yC1Lv1zi9a
zZR-RGvYK^w_WszqdEg^R3e%e^Tb=O=-{F=<_%gVk`A@Rm#gv+=0OdHNlNF&w2ZT={
zCVjG*)p#re{Si%7;xysJ^u#$qg2O39XtP$Fmhmkko~9!tk(42BRxd|l!!a`$BiSnM
zN^x-$rG~e@6f`R}WKr|t(Yus|9tl0(Pm+rHt5j39^6co@G6#ar;-0+7r(LFq$fYm2
z`SP~h-i3+wnMC5b1UEh;A6Y25vmb-wEw)L`sOX0c6t)`@^`br58PSZ=7+ERpb8-YF
zN_AoUm}GsnJoJc0Ic9RJbH*57h$bFG@*e6+(y8Rjjx$*U5DkKBB}<sTe!KAf(}(rG
zsL7RLnr%{qd6Q93juU77Fj*Kc<v8aykw%Rqxx_g5@^M~Iw*LQ~^2x~CFVuYI=2%{C
z>}xe@)W0PXh^>0l7H06a1aJ69%&X?*{#Lz1<5$C?1TOVbcOLrprrOKKa)+NJd7#B5
zjVhq$GYHrL^{ID!HAUta$yEt5z6Bh!hdvPFvWIpYxg&CC?AqyC9X#Qx65;7UzP^a8
ztR>IJN_UkFp4uDEgyp-TGY=DV8OS(o2XGpb)6cZE{twp<!Y8LEIBg?sduhXVzB0zO
z&Xz(@v^?1*HJ~CBMT?H;y@YL&&>i5dW_-hj64r7!TN%$u>Nv$~q{lcTW-jwFwn2k|
zN?inLOyM}<OP3#XLOJKqI-Pp+OnN>zxrz3{Vn$`jrIq$7Y&@P2J0P)Nlv44~C-MGk
z|0;_`BM#&()wPbQQQR$Rex%uAE0jugV`vMEE*=s+Oo~0{Jw6d+qgcxIyu_M4Ya!-W
zN0D{i$2Wg~0-YNAd`jlu;)>bNhMBM_<}wO3CnY>~pB+*jz~IjRgp2d>QOWtqpo6#*
zM*h#yN67v8ztlZYqGH(@Kg;JOk{TPm^(rAbU<^^)J}e7)wVn*M;dE{R51AH_)Mz#y
zk81Y^X<i>n3RNYxJaM{7!}{4ytd7E-yfms;AYq%>VN-k^!zKvq8@8*9V`7AXxR<j&
zuf)e8ORVl-77<aW>_8D}ZonVMAZw~Hu5%Xm|NYgc;a9&`h-ZCHA7V#_-27<Epkrbq
zzm5U8y<zkI(SL#45$aE&In*q%V}Ok{cC4^nKm6R~&>_U=6KG75BUfk%UD*!FoTF6q
z3YmmqpbeD>fg?*;Jz)ZNWeJ>NuWh?a7!2JmK{8#0@{LyJxTg=K%avIe-26fCcamNs
z)>6fl@2Rd66TnvYy&8p|XhB@2z9DPtTZ0~!ImFQH>N*cdp!2zOs+E`74WM~4NG<>T
z%Em#la33yAk!f1VZg{uvIKXs~@kkaUe@N<XRx>6&yzcQ~`^-Gfv)Mt?5h#Hsf3TS3
zXGW(szB=f&0e9t$RIk(QT11$KYwkWZ7OkEiHALQjTH_RTeuwmM?q?S1RP#zC{x0kz
z=;L~asvuFrLFYF)f+C|W#J0vyz?v;1-JZ_n)i3B_?IUENXSCU59n$9BOoQb6I`}|j
zn<mr0G&0EE8WMijs%Vc%ugs~s_$9tVlq}W7QcfzJdNG!9mQu2m<I{3EJt5hDR?%Pg
zcmt1ub64XuM4OF)M^lO?!A1v4;OblwpXgN8^HV2~m-8IJzk2&r(_Eg$%G(-T;>WXR
zdyi|(td>f@6p3~W5qT-{KFRtnblf)wuU4^O<fr%91^qL^U*}{qo3PP1eppl)VzW$r
zr$NJF<5oH$d{~RnIO*TJAMvpjTDK3r?lmxe-zA|k5J!Wg7sTMG=OX<Fn4MxgX<pAi
z7A;9u<jqBr5AhH*jO)DR-HaeGu>Z?u)syDG=uRk5gM?h>)XGuJh6$1^>axe=(kW%3
z2yB<>9vvM&gg&%GlGe^sT!$(LEFdk+4x#{y%Jb8%mEO9Et^6!H{+}&5zDIidOr{r4
z<-{u+;rf~ptu}KCqFQ7D%94Xjbs5AbaCaH5-pCqbX`EMG6(l$0uZ3W95z80zIiIRu
zH8WO%NW_XGQSeAoc*4FTLtzpyluTDG`691B5HVHHk)Hd)9@UQEd$t!V`Cqm)gJ7eU
zFVS-kdg{`iO%q>HGgExl$B%cjyYv+`{aGE_kcX(_disv$a5j+AgsBS<1b(6(eK|dl
z9u6ur7jRoGvSF?;f&{({I)}E^1cmGWsJ%zrWz~34`rj+LmNmya-zMfUF~_p3NaB+C
zS3lV8&=;secPGop(nWI28RR)o|HlJR)Xr$x_%nXiH}nYP7U6n3K_MS@cCCLLQM)~d
zIh|;Zo==a?do#>oE^N|fAoQ%j(LilEjTiPcsip%ppAo#Vt|{{y;0-wh{#q-oo`Woy
z>Gd?mI#zKIX$6A}ei^5elY>_3k@c!!6Ob`!CY^N__z?>CCnqGaG4Kg6Qq9T(Djjo3
zzF7;24LA|X+7hzm>ocx>m%}^`V6qnz17*c)#n)cbPLp0u$IuSBL&Mt$dHQxWl(AGK
zO4z*3)Qe~sYlz!#fE|fG#dG*Zz5T%NuC?t0Y$ol8TK}BhKuTAhV=x|IMtV(a30_h<
zCt=ztGOeo$yJE_n+tDx6ADZ3u_<nIO1nAgBDovgoH)p!f;KgxZEWhmtp$u_z6K88;
zXhca#p1aY(n?=ok?ycVTa=X!jpGiz0K<16$a9Wc+qdBa&x!y>KJNxLZZ&AJm%zJy(
zKCe@WS@796>w+COrs4*=O*uKUdA|3s)oLottzVge)@Pr5FUWwQU-1bN#HM*R*uipA
z_D9quzWS0p7lV$LOMdF-es#9Ukq2MpxBk)FB${wSO$#3^Wu+ObeCKyt%?crG+Z_z&
z^;m~CsWl|#O!VOg`UQ0u@9y%;Z2eCKQm<xX&G*hfPkap1okQty^5I8}@_y*+sP~;A
zeB^P_{bU&emSGZ?!tlc~$06IuW@`@9VgSUXGt#B6$kCOP4UU}m$)%~fO}~AiGmQi5
zN1qhMn&6F^lIzRxSetPVE>N(P+dlAvWZa=DSl<G;!^g0%phO=+Ys<}uig}3UPZT1m
zzgcOq{Ok;us{=0U&_U%)uK~?HQ(4McFuN?6@KE^!W^F?A7t$1qI)v^ZER!9}5p5=S
zCd1H2Ft;*OG2)=~dj>vf6<Mn1B`D(#9%or-IK&>+yae{JX!<%h-x>jL&e;SZ8+j1t
zb;K*81Y~|Wj}F*3)i}CsrW~G)&M!Tln=lRF;uBIG<74MyBK0a38{OaO1Hs^dH&z4J
ztZlDfd&8Q0zs$TN^BJwT%Cx6EnxQZ1v=o057$a|wqP*JSBTtADyT^6&Qd+hXeoO^!
z6HO4MU*XGaVZ%y0w55fvxiHcu3iOlRd-qs6*9<JYeoD402a5~ym&P7p?Z(Lh<-YBO
z!*wY$+YssM*><0y3NAgY1TlNcIQL}D!8dkxtWRm8XO0tO%`YC|R$(DZ?zU=tuV#bh
zd8qonCixhq=yzkuiGM%;<$Y{66E;m}4vUIy7W?`J!m?8nau^RHT5K*SGk!l6H=Z~r
z;;&IBR;IDX!)c?%BAzvUrOQW%`O^_KLZNbzT8!<c;VYfCSeUz}=ZRC$6|zp^tZmK*
zX=Fj1HOi41{8znKaON^IGWM62JdSjgYYsT1c+ig5-X8^&rxCDa*9@AnFXInZm~!p4
z4N>d5a9I~9ULEl3@Q`su<A)C~`M@AHP<VDELN=n>B}E*+XrzlYSpim2A<8_W=4XmZ
z7N`%sh-;C=rVy*w%^qn~6kFCIjSRTee3^Fyu{PHgR9Vvm_mb+DN+;|$)n5s;JJZK=
zGjLa+rqgb+OjMSm7%O4s1ffEBE-)DAco^;mrOx<?t8RwzPi<SoOBMK&0#rG|d&Zw!
z`xnPDbYM9rZYeGtNyLsJQhn>)&sJYu3AHDEU(_+eO@a+DcK&*z=Ud+7w|9g@Ug}OF
zLzqW(tQ5|dNQ>W3z$tH$`uk$k$LhS_%uiV3=1HSg4S(f(Jm|jo^f6!7&y-OB6*t8&
z4wjjNbs$2<jGkH2-4sRpsm-XAxL5}CnakENkTMEQ^NE_XO@>VD7frY;hABD~9%-ec
z1FT~DXiH}Uu(Q&Xl)dm~guFy2|2zJ0g{d3r@Pt1UAdq;o+wvKku)JpM!gP7p-p^|q
zoyMFBvC;2BhWV;QTuZ0E-;Cd2&!R5C#q4@(0_0{2G2Ejuv|cZRIAfGT9941Z!stn`
z8(Fr78kN3zdGpug5zz#`WOS^Uk(JOl5<WR=Vll&(h|P1_3i}C6+aiq?W3?EFCm6?T
zNZ*X*)#@-FP*3k#Tuyr^O{*U>kZ(n{H!?Q&Qq0pA_Y;=I%06Z9e#KdWN}fAiamjI7
zAHsG^2kZmkO)HwNXg3agt17ja{V;67r%7i`0m7Da7g_2r&v&WNk2$B1xh98nBpJG$
zOcsU>PSmp4T)QfaaV#pEh~0@GB=O)~YrvVes?Cz4U#d2C3hL5T@1~_kV(SCs^7XL;
zCkCElKiNXJ>)V7->oH#qgbA`=smrK#th4qn!x|2Iy$M+dm}-mAH4v`nVlg7-#!qP1
zXgoV~2|B~An69%sNKrR0!Sfi*PZM!R7|Fwt3z(Qqm>BNO{{n?i*;wh``3I*m@)$Fq
zm-9q3CNuJBTt2p!XMp@tKmyGaj;ys7ie$?c>DE4*whI;>_tc$d)AAN%-0lMIt3&N>
z>AAeNn$UO|hXDyo`5YeERPTHqt{v^$G4hHgp~5p$;&CVO3(#zs&u0(S!SufHIka~b
zyGIe34;g}iV~$eu5G<J;A>NpFwwTyyH8QF5-Xza)W+F$m3adHb*z0AMtPD${3T=MD
zMnpQNUY=q_k(Z<2XWPk+zuF@OWRG5;!-e27*@Hr#7Zwo@I-*M|@~-^t@Wgl~l+w1a
zvJ+!H%pa-*YBn(wp?!;La-eBbR#Clp;%m<2L)e;F6!!wkJB^f#$n;k;(GO5l)^oui
z5TWn6kc~>ZpVNF6Qo<s-XacD_-f66sgoUp=?2c|lvZgF|lmrB2Jfp==K_PXhDY~B}
znB5h3G5e;{>KkV%?=_Va)tS!BU)P_@_!(i*T1E1OL#52ZSS}N}t)a#wX1Cf80FDd%
zJM7BVU-(Um9u}+7K9B#^R#oObVFRha7tANltxd@yNnJ6SHgj%3P+K*nD{dD}cu@A@
z#HR%LT`X7mK>=~<qI7^4Xd-^wOg`j2PFUN!we~+EXBY)DSnryZp6UGK?S)Hcdbjrs
z5aUu3>PqkE0m2$2pgv)<k;|IqGW=P~&k|-^WTcN|HziOI4LS2_EV2u?QKMdiU7Qq&
z9c8798bOl%$vdbxN{nMLTttAdo~-)uen(DLbhY2t5T1yOIW`#?9^Q~#yfEF<e%i6E
zItbZf#9U=`AiFJ^U@^t>#o_kBSEb|pjv2yn)a8=&Y3uc$JgJ_Q(7;`rKEzpw=$~aw
zd*YkNU#jgV5da>tS4Z*#MxBm|QdH}GB4nmW-2GryRNkX)Nb2rB;$Ai*pYXU3k*<~J
zmj6VHdH;p%sD>7aJ5bL|SU?7rToi4!`W7**07RukQT+fYjJ9^Yy|hPKUUde|d+|ps
zNWMHArEJz*P6U<6*KZ&&8N;Ne%`xm9v<TLqTw~z945=VD6E}Qzn>0N$SW&iCRb3!+
z+h_(KPHd7R*PPu0Peu`nUU;<Ffk@B<?5K-*;RT003|}kG4~DOWh%+qzutJ-I_p*5c
zSiAQc*IqVxxbat&gS2|8=XoKG1`o@sNRhL`pR%V7v`s>#>owWWuUW?>IYko!SDAEc
zlcH?1j5YW_ff>VYxH>dnhhp;q!RN$ev?8;$J+(WWboJZso#(7W*#gS6REwUmFXa$=
zLP{r38xZ=G5VI{#g)Dk_DaPC_U#53oakEEs24_rkO|#nQ<RyIKJcdc8<kASY;KbDy
zf?hS65mwQDr46TazG-iB4!&^%Zxv`67+#FN#B*0iCdh0DgQfEz;)Xix?tvL|F9os^
z<!`))_0cQSQgfN*$q<mQMF(_u?LzICIUR~^nu3^-aKagT2Hs`i%WeOPlRIvL&@KZh
zpq!CJ(xdJzY@vrR@&jQ%Tb6+GvAF~LRc#1@%ZT!4edokGa~6>9t{g|7Rd410vK3}}
z9<GTk{~YWc8{}YzZGL<`w3ki!@4>!D4mRq!3bF<_K)0JH{oOc)Sl%}H99$)$0>ZL0
zp!H(B#%AQS8%LT1W?jn_2m`CrHDf27wU+`rp8YJLXN=ZT!Ww@u9=%WJZtdKR=vVRi
zKOY62JWq{OA~({JcpLLdQ{LQYl2eaX4-#r`H$i@{sj><n^I<|edMw>3WH@><o^ho!
zKqyV<h=JlLSHdSU=lgmylxSa7aIkr;qE#eWDpYr-{&4cXDL62{%SAc4Gm`aG&nCu8
zU!5LZMX>@?+x9~T_N!X(-<ffXB<dB}=R|5SGW<pUuVdN=#}xGEOxY<`aAO?IU0CTG
zw1a6d|LpXXw&6_odHDAK0YHKT_twI&_O0<b{}&VJ-<ZzVf)4XwiUI-($J1r_u=<P8
zp|+g7&3N7slm&LNIXx&$Igh+)8U+(lAavU13^mb~X2hGnQYB+gpUa8WyQ_=OL`hJ8
z*2ULxn^^2?FzZxH@3l4VDd@e?F>vIT$SV;KG5id$O)~nU3{n$p9**)ZUG`jtLg5<Y
z6<{RlJTRiuX*`DKEo1Ow!+ECW$1|d7sN>?FR$*Kx_T_<EC~>?c**c>kAe~y9w|0j<
zmp2x5GFLytw<wW*0NJCWbCoh(OtV|;`Eojq8k_f}Z7GDPw|`5T%LI?8z>f#;X;ysI
zk{X0_%D*8#Au7F@9j_Xt^FNLS+#xnqnh!kAy*z`Q;gRNLi>;#OFJ2V5XUb?`XO3gr
z=SIoVOi)LBroHFXhvqZT_^4=tUT_>5Kd|FzhZ2NoHxLz@?Iqr{AlrhR8$Lp)eY@ID
zN#0D)kI__yZ$~0H_xANQbSavQwB@5_#2rsAeIXH5XA0Y0w!LPElr<bGt4osNA@Cua
zRz^>up{OuxgS~)FFY2H%P&zN1t&OEIqJzc~@NYr0>cTz=HR+Q>@YNe)F#aF-31FFv
zM%n$cGDX_JExm8=@rm315x|XfL%(C{XqN^{p)G<J?!nn?PothafJ*(C3}^GpUTe=F
zC!9^O%0!OJ<}`82e_dKt@CD`%2~_{)H#CLUMN-^a%I^{*Ci9KY6s{fIpJM!2R55^O
zgx$!ci%7p7GXt^gL-Qkb39!hZ@iZv2_;{oU@b(yqQl?JYE+SeS*eQI{<h|(-U<lm>
zgGL|-`>9Ja(ev*?IWxiNP;l1_GYh<zoY#0W9be55_Eor~E@u0=XR1pKDgut)JqbD-
zf{sp|0`{`;PL6j%pPXF*r7gNP4*@6C0AKV0N<3Z|&IxNrTd9IcYsSpG_`Ej0#;T{=
zYzb_W7IA_8Bk3;kQwBm6i-&pvhn+bMEGS_--Nk$+6!9O|GKmnd5yva<VtPJ+DAjxo
zyF79b6i8>Fk<K^d)d+&uB=OkUX33q1Ms|(guX^7luCenAhwyOie|+#F^um8gOqL7$
zmEQ9}b8tS-mo)@dAeg1w%0Fk|lA+$J3lgokp+E7?2>zYwGi5jC+z!Cb@WQ%u*63f$
zLhqD-A}O28F4~8&dnL1Tz&}_&LB5Hj5g?P^pRG<HbNgA++bvtUki%RiJ|c=^aT)RC
zZTg94KG|KL^ov|*TO!g+;31?*lpH?mPq0UA>8ePcLNpu}g*;ib!}K94Gl>*H-0Q1A
z=-SPv@)?+dI>g!)qyv`EIZz0j^O@)^$yVzNMPp}+A$piOmCYn}@|B?|6je95B^YV@
zyabmJTj!9qv0w3Ci$ujqGbAi@bp<tIG)lxymO}lq1E{xUk{*X<AW;wBpD?G7Ld_#p
z?k)yBLCdTVHTrFH_o6DH8)al--9lHK+pZr|-2SARJeDPXMdaBTqh^Ln*VI^}Y)iy0
z9cR<H&wdg|!K5JHZozI6iWX58IZp6;>@?qUfst`Fk|?pB@-1u-d2N?;C#27^%nQXY
zToc;GVzpnL;ipGj{}&1V5se7UW7pbvSo!y=us}rLX~<gU7<?;m$_5%Few_p8i)i8O
zL<;)n<mN4;Z`iRc8II0G@m4qo{AIColt6VM$wj&P&s%n%c{`gPryX4C1{n*D=e8fc
zCU_%hY+46k&eh)O^K$IQp)%}B6}5t1LQi}GXPlL<yuD2|dA&kB@@$&)$M_j>rX%|q
z>0bP^_?0fcQnzJt-VksrzEwu`Mwbq%f&9N{VIBxAw<jj@uP-KDOs1V9xl$B$oF=C@
z--j}7vEqf@lQ6Hl_@>Kf3B4fE!5ie|1*<o>BEpq$p_WYsBZGjeh_6B>gt>Hr&hHm(
zTmIDofMi6-q~@Xr^y=+1FDm`m)aOz;<H5C7Ah9M^Z%M&PtOm~;;;-ghE`Hf!=fa4<
zY0_3cU6A9<hVmi}J00aqyR)UW8kKqJan!Rl#+>H(QKUyd8aeiAyH8<lXJ&5Zw*xa*
z#Y6Mnggp_=X$OV&MOtAU=p25)HR5~6)92rLW%wwRZvVRI7t!#bXiER}m}HUf>+F+f
z`7jrUi15E^2kh#-^&_!s2<~*G2j0OMzUR@=PSKQTPsR(Mc*Y`Xi#J%iago{HxiY*Y
zEGqN{#GgK|0_$T2g!u?t2BVrN;+<egZSfr<W5v8+U1D$ByJ#B**gO9ZWA7c0_4~e$
zM}$(5gh+NqQC1`+E3<3~DYJApNfDt*B0D2AjBIXERMJqokyUalCCSz@3dQfZ?#Ao=
z`Q!I^eE)jCU*h?^p4T|9^E}SuJkFWud&tVgE{$<5O8PWrym(-$JVf2lF5K~($<z%a
zHKQDvd6oiKx3v5Ufwc0&`2DRyD0eg%`E=)V`vDY&XvEv)%^2U7dHn+-uf^9)6QhW8
zE19OU)@_!tw9%wtr;*>fkryf{)W*pqmYb6nsyCio`D(busI}sI;#g8xK|b}xqOf)a
z8%3)%^;sFw)B%!mSdFsFWXFZHMr-$?x0~bQRt4uL7`RpfDppmRM6Rm%k$LEz0LSRJ
zDTc}Yu&Ofwavj!7?R#?<m+I!VCc5TH6g%Hge42Q$buudb)hXt#@v&D<$v{o%<+n2i
zNwuw8{-m{u<hhRdGRb>bj01&`^yGZAT*ObbQG`pEz&y?`9&U68%(L;yi3CxL)`jLf
zIsZob65<D6TH7+QG23xRRvk3z$kFvEpl`Nwj6D^mttCLA`Cp$PIqd)w3E9$jndua&
zl--RX)1xiwp|o+2W~WK>I8AMOHX4PLuR3r!?7|Vhn4dAa;Qt5Gs@8+LlrL@k;^zHN
zz;!N6Lqf5j-p{0Ubh==Q|M?o)ocbeq&beP@uB*iz8$BP^ldewM9n#NA^?yay(W{G8
zu8lsm3#3(Ssix;L8O=3*zSnWD>F#ONZQDQmWO=A{sl}YU>G(eD<+L9@#@<<$)!twj
zY(2INH)Yf+|BXOvE<{n!I0ZRe{X+bLV^17JH83B~BltG=ZovlB(0G3OpL50aWjRxK
zBuO_t+#2-C@wQ8ziT<x==|pe6Cqz7=rrRvyYfuoFuYSJJ5D^~TRyoh@yL)?VY0l8z
z`>N@APU4m)9Pr9wZQ2|UQKjZ?ys~cKiy-l7SBbq}w(x%mizLH*o+VPp{K7gfc@?G|
zM>8U{b`{Q`4rwXgDU<9d>A9y`w9~+DxI+Ufo5^FjLrt!B&&n?tP4RoQ6HV{r;i0Ex
zhd$_E|1KMM$EMsp={^V2h>zK120vHV_B9jV+fQG}+@IY08%Csem><8n$4M}5$pEV3
z4+I{JaHb?E{q-vmdG5zx$`5^5$=<DlkKZt=#>ZUF(|Bq;XIB4ySl64!=d_#<zoK~-
z_zBk|(LMPW?EZgV=s;d5|5@5;IB9Ren&&6JppB_A<n<yH7xers;l!MCF*Da(<zk7F
zVTqVkc&F;j1txOkeo=w{V$u3)UhIR91QMC}`hoHp<(_TFGe;8=0Exu?g+$0BRPl%+
zz1RtsU_3%ZH*^hQ4zn*Hk5E<1jf-;E!z1k8cXf&p7duMJOW;(j8zfHu#&qnb!)G0q
zrf{Pzs7TeIJiEE`1#&D1l_@NC{&P>abUX5gHn-Jovy=V9QsW?|KTD?8`7cR;yiSm*
z+pJBD=6_NP^Tu`UF+X7*u$-G^u>^dmmo$SCF+`Mk2M-<OCN;S1k>xBF@hX1<e)1LD
z@fD3{<3lGBW)*5IXFGS5K#1%jjIRi)jTg-l=X%*({rc8{wJ1(ifdHEdoA9xn0w$!}
zJROCkdm687TIbI?H4W7Vmv{xI{Yk3(wioUFQSO3`r@rpJpkN~PeVB~W$$vZDd_|DZ
z`N_FEr!(-`1&d#lOJO4fe?f_!nA@W}72@klZp6vQA54LWP9i$fk@Qs^2r2uvXpUKx
zz;#sG(=4F`;RK?plL+!?5?D060d9AHeyepSSPuw3N~G&=A_mg*)NEj$MaAtG+#zqr
zqNq(_>Plz-4P+MvGWYoD#I)rcUn)jitoV7zKsp%%Id#WRz}JG=e5K=0k^mFjfBV78
zZABtdZp*ZQ_NYLpNfy*HH3?TV%`@`qyLwLFf@V>Xur|*bH_(z~wO9Ye2VBz1Sfr~Q
zEgQi~>pb!_=lA+4;J`#tcNDCc{Kgb~BVK;VB)CC|p*$<%W2orJakd{-!iE_`s0!VQ
zcD%xNgsrvwuDULT-GCm#db$5Uo;o|1)&f0|8k44@EXO(~<Rv)SvBk8mFrFX0ql&X~
zeK2O!hv(Rr2W%vSGT(xLy9}79WE>SyT3|hTge*5C&wrb3v<c<Ta|axF{_Rq&E0H*y
zXVQ(|fm9guYMI>c*!iwRP^=!!uROJ{mW}1)wu)_2Rq|-={PWY%`z6hacBE^8OKYLi
z0ivfx1hx;KLoOS7Ozt*$+srfHk$egodkc^6MM6+nHYP9g5JN2V-MXzGL)Rju44dta
z``IJMD%&D6P1nK)vIIS#C{dr1cJG-eG(n?_`ldYt3Y7{03d`m#Us>J8CG9wrwOiL?
zr2)O~aZ=)cGjxN@kYsaR%T_W&GD|Nom=9ktLoJVsw9m}Vbgn-C;G(ip2utvlIC;=N
z!pc$3X)-qO(iC!wb*Ry+!+1<kuu_-kktz^IheC%d6k|Lk4DSE@W~>DHCohO!5W-{<
z6z5m@I8<7UgDS6rX1ynu#Y_jFac*L6VP(4&K-wKTU1JcjP=WMbW&Pa_wA3Z}oqA}e
z?<T<z5)kfh2}Gdni&jFU#QS3Ss;JnwS;ES@Bkd}@vzr!9w0qe^`=FnKzSjgY5%ob#
zv+LA*FUP3N+qmi&j-AZXCV_bts_Tl~Gyh(+S|YN<-iIoWjPk(VpEy6qC72w4e^A2G
zDPL^YD1~r?)X_znmk{BtOtf?BxuEpC$cu>F){zvN(pK=q-ICRFC>9)zYh0c@rn+Dc
z?VC~HZoeNm)An;Dj=E(tG`=n-;^gucp`Wc@UZ7hsPH3wMVvixvCB_F)5_EL}FhM=i
z>x(oB(9gFA$cQpZNX&-zKBMs&cX}!~Y^JSS!HJk+$J14ACA;2Vy2P3h_G?jSU-)bp
z!FvfxE`NC_B3wSi27@&_5e4hDQUA;uhV_z1(mAOuN=EQa^|I<HwruaO$Y|E1F5;+?
z@3(Hnt4r5H><eAI@*CeEC5UD)0TjCr&>*gkK$k7h5j>+$Z1Hsh=fr5XoQCzQ6p;Do
zXly=I+VebRFKT++A*x={wr$<fPZUzfN!q_mCApU9<|_uK#GB9v%U{)AbqDQy1H`&&
zQ4F{3hubg9iZ+F)khf})|Ibz^Gjy4S>g_NMPw|D@`@1&&>ffp=H;%eu<E1%7Wvx#w
zjw#}ujt>Y3<9CB+vn3H8O5kxxx0jcU7Uf<jqH#e%ptvmX*|s<n8v(a0LMG_D_*O2~
zFt?fZ{axVwrVZr)t0Q>JJSU9k6ubW!qm{6OWV7}8yHH)``0gGd%<IniCl^5Wj4LKx
zWb?&hwm4jTSM(zeG49S4WYTXV!Yw~2U=3=qtYe;u)iB5LXOfqQ`4ruwwyfz*q0>ft
zRW-*E3mTCs@j381X3M%~oC1oEDQ|8!x!*KuezG<+je|#O8<RJve}ZuvNmt!03sw6i
z{o8myOyO>y<5m!LKIn8F?JDT=|1+pL7}RRrD0P-_GAO+ZU&-nJvX%_$2L^R7NT6ee
zodsI~XU%kKeAslPr@kKUYozi8!jzER)P7Zmtp#E9&G+LLv;k*l=-v2{OzfTedy&fD
z=Tms+9*UyMZc?W&L+fVTKDvH~F=j3OjP>c+e{N?<+?w-P{<EASCOC7u&P#c5%w_sM
zSb%)4-tuv@N(wt+D$mXs`x$W%Rvs;pvA<otx#2B0p`gS~kOs>8_PitP1)$0IIWG|6
z0UAI(9|8%MgtE$LM;X-gHW$&7W#R|$P(4O22L5~`M3^;$7!`z0=qu^SVI>j0x83*c
zvxJHZzLN~|J&%hZ1YFnLnPS5(GX)-vNA<%yFXN7Hg<G1k%)<}9$Kd?Ue#A8VncOdI
zKukAwRY_mdtNK+TH(n<h97V0pd_G2gVKMSVs`H(omcl1;@3@YLK}J}LfU&pH4OLKe
z-oS%)N0*M`chN<04#QBnql1xPLQ0j=y|U1E9`&xYS(b^N&r>v>rWd@ju$j7@3UQRO
zpZx@l`W}1a77<z0bO+CO>6ED5hXc@ZG!N|o>q1T{I%Zf#!{fP-7g~L{<-I`xn0o6k
zgfn}Pj1ce|%)gaHR16C}9z9Hsi#x9H=kqq>^OhO={pX8tNo!(<^t)8CU&FusGcIRv
zxtZ!9e_Qi$^Sd3yFgklYhed=G+M<z2odv}i7bG`1LFG_Rj3gqC_i22->jL4){SvlB
zFS~{6W;{Z|B=oex;M-&Ad&|&GV%&e&GM8eVWtzI4PI>|9CnlqtW&PZ#&IhOJfuGbP
zhiQsCr}pv`Ze;sJ;2%D6R%5?F#iy@1&{p)|(<%lmVA2kkIDv5B&%1}4e_rJ|Sz)AZ
zn{82zI+<nTQ-m(QD)}y2pUe3}UC(a>e4Gt(OYBUkv)GUVon_XqxEGjFUeqDxf2$l6
zbP<<ffRNDHCEJ;yhb7<t#>iZ;Je{Yfi`*dEBwP`zTBHTudW16jk0`B1BfdKV1=~w$
zKgS9KRpe~)ikxf`ojL5>8Y+^F*amN-n`xWEXBaD+7e<Fap~%P`W~v7es4|qE*U${|
z&99%0D{T++K}NzR2dkdt4jx7+)uwkCAfCV(%Vr|+r%$g5O`<IstngfM`QS<38<W9~
zC#~HQ**N)k65;0&Fb)NVH|F|)iJgq}Mj~YL=re=IKRms-mee$5JKeAB*lg?N2R-0A
zG%s@BvaVl3&h2G$am{WEJ++YLYQ3O3$!0iwnR<_z{#})`n3=>tWj8D0m;E<E24J8h
zJKKr4`PQ=pYjGL#J@x8<_ZycTO?{R`H7{)#BIUSBdpnNbS+Z`+yMXU0bSNUk?C3$=
zdeMhNpM8n0`gV@Xdn`j;4e9V+=#~~KPDV=->&~IT)~qYR8C1O`rxaiPk8>}*1begC
zz-!sR`_7CX3%A$-QKg;t=)kIAk$Cy>_*wTR!U0EpB{`jvq&-~H$Z=3)Zg`pg`!n>U
z=El>{ul)6&OVow;iMfT9G~YJb#LiOgeP~lqW3~dx|MKk$`6+@+e?!UPk4ATTy}(#D
zMbVvj1Iw)cnW6_^9L)Fm$*=iuipcYPd07&)_>K73_&4fo)k6HUa^8Ke#<z9<1!Cj1
zjr?r?{sv!r7;|0EA-Li%bzv6MJI2rgO85l~#u4~j)>L{fy%KROU%bLS53&>0<s$wk
za7OiJI%Rd&V`&olFv2S>MdH=0EQ|;OFnvgCHs7~hmKAE<ObZ%EBdJVtm*_y(=dXRM
z34sX{HzC#be?l{V&|Sk~$A-IHcV;8_OW^HVi=cAcUiX@&a60AYhlZj5Uc`@6^N8QN
z=kH%@#ez+X0*URPuO`W5gz4};H#0fgTz!?@Ww%st?0i${MD~Ag4yu~Ls!$jI9Z8T@
z5yNGFu;T&uGR=%I@ukPowk9`MZ&+yd`0TmZ@NHFz^8fxgWEMV}<z(IBzhhx%#IC9@
z=B>|*x$b>vo4DW`U-JsJ+r{$+YfuyvzH;P0tJfqM6dS&OC{g|I<KBx9Xa1~<<Yvl}
zSow%;RkK$+Vi83QxCO;5RGpbTD*mm!2s6kU-0X^$e^)@{1%6;aH&ghsdP_ue^{xw^
zUwU=>yE>n)rYLFA&aS#v2T84eyIQ7p>A(NaO!kl-ZO(Dl%?C&E+MSI78{FW&uGivT
zCTyX4E!d;|-ye!R##=-e$Xou6t3(ztUTd&&bhT+TUVGkMtw+1R>)_)xl#>64*P8O&
zpUW$ofFkWV8ng==l(El*lFZI}iUF^(R?|@uNT=-9ey00xZDz4d1Bi;x_`AgrrvpPo
zoIXA`qODKHQK&eGZD$2EAd<>a`#)r`7hzB4)->TDbEU`9*w6Z+v^ws8^Pn4sO}G84
zd)eRbBb6J7*ek7<bqQeA9zU4h_W~notkT=rW<Y0WNtF5T<c46^=&$TF;rsKr;70sF
z%uVOkjYsQ50kf%4AEff3#(dfR)fZ2IIO>k9TMr3Fz{y-=onyr@;+-h?cjXZ%vS7=K
zbGc^z_DJx98;osubw}r}B%zG3M~mwZ)}3jtejnnJ;2|n{2i(%tTcgVVJFX~p$Jb~-
zaL@VoHPMW(p`BUw#1LO|!F>MsWqi%h54~NZ26SoNMD_o^rjP5Ov0Z%yd?WYnny4nG
zDwDrEI!LREF%TxFhfVw&GQzHN_g<;TQf~^|Hu@wiHhf22;y<=17rPS9L&EjiH-A?w
zgqZ<h%pF|+#moDWJP~V{y>Yn|*8*mEQ`sp7AXAV#_t6>|cWzl&RkJfO&;A$yfB-d!
z;`L8(%z_We*sj4r_<@+)?8?*E*Z3dp@7i6LU^geUikMuYH=Qo3)EYuoS)$S8zsMOP
z0A1B#;oW&lKZc1fK9>2f@D3es-7HUkMFZOKfTNIKy~?f@!!8W0x~nrhm3wn=74C}t
z5fC1bHi=W8a{;rvlgZ`w-`T||_h4dL#JXnvHCZB^_Qc}l9pGCrdn!E0Qf!HEwPX>6
zuGj+7b(<dW(TT1FB3icB(|v+Y@)lnea}!^3FcZ>Pf4*3Z@GFBwl=S}oK$~F$=MQ(e
zJ9E{Xt3of1omTO$P)O9P6XPXnwiFZAe6aWTf`8e_jO#(kIDX|b0Yd;Ib<jYyNd3G-
znZ6@r+LGtgLjRvXCoQ~DWHdhV!#CjTq;o+0_=x7~GyyeX#`NAr;TWKVlIT8GW>GlA
z^X;?}w{){J{6}Pc-QlfgdNibFLN_$ZrRp?ee_R=5`4&fAB#$)07IkjT^=&Alx-4Zp
zlU@9PZNrHZ0W#}QL%4?E>&;pdzCZ6)9t$Ym5H>PViS2v&gnp+4<4cLs-%4=O<id7{
zavfww0R<$}mCzzGs3GLNj>vWvbSGW<!S(h<qC3q^l%&X?RZB${#>O3le{QlJN=o+}
zmj24hoU{B#U$5c)%1Y471~eZweCQpk9t<0^`_XVTXY<EzE!@3iu5pi%7Z%A~cq__f
zhFJ`n6R}IDa|Rp2ZZ2biJJ~P{xkF+cn~0^0T*!2*hNesD@mlp9mlm-(f<r&nAlD*t
znPLA97Es(-gV$p}jIh-7b4jnkF$kSq^^q}2aM);6E{wVm|9(%(2rLo^_E3(w)YknU
zpi7-)t^r^lEwrW$7Q;4P!lZcV_qM;lJ_O&5q&@_e)ovmKY=*JP6o333F96CIUrMH=
zDv*rDZYJMIpM_~T9xy4w&dJ2=i~rZdbkXwnSdgc*+j^*3fJJO8K4L<0)+}~c6I|wN
zWEYUD#7voiL^LfC<U6SqiTOCSc-51+!Qb%Yyt$0U`Z5oZh?Cd@H4z+Q1Ny<oQFdBa
z`0?-6SL#&A(zwEf2f1c{^+9D8F>SmgN=vD}5p!@>^`;4t{?h8ib7%7@&f#Qo!g-!t
zx1MtWbEW8&@8?nTC>Tmdc5cGmfs;gVS}z#3$2@TU>Ogi0gadB7v{1esNqrEp{Q5bJ
zmrDv`SgjXRu7$0L61<B{;z3$m>|ilTsMg(jcS3_*$DM)aiUCoBwR)`W5zSRY;w5`$
zp@mF=n8ryt;R|!fyJGRK>p}qls6Ug1@-Vu{#V(G8;=fM2jD=c_c?2|C6p=WaW&H{e
zJ%wbJX<xa4x9U~bS2H%H2z<VkwLs>+!1T5nCylZ)0M)Z=%j)pqpbQaEx=k*jN#}|d
z{*ILyO>w0c;S~gyX3VYuPJHqbZZ_;vJG{@GDNIL{YZtzeoh>aJ0e&U!YEz!nKbPj@
zx)4kq*Oyeh4d6I?ursE4NsQ_%hLaI&g?HpF#KthjqAKh`n)D$aFZi}iQ3*SjOrrsP
zXW>r$g~802hb8PQJG8GDkndrxcl-T4lEFCbiO^<kL)St9mp5w-HnCx+iSS`W4mS=h
zVELbTO@wR$JTT8npCecd3%f)>?b4~Br}(Mx><kUY=hcK_=2uWI!%>68Ypk0uzB7@0
zr*^0ddE??Va%I{7w0_Df$~6lwnZ*(+sx87A3`$`Ff|&%;&JH^1PXR}=?qHnMS;5!H
zyOyc*o!08Zy6G%;mSShxiY=!3z+eUW6|z_`Y?U|qxIn&xVbfWhsPlrupl1K;vQ-28
z2^(3+t79V}@^t!3xiSm0Q76QCiJpckBZ8<nvbWq0r5SacQ2#%14>&g|Rd9<?2g!r5
z<M<otN)*hp9A>%D04?b8xC0nT%a=T}t0%M3LGjiLi2ieZL6DpGS?BRA(MYlZSBWk7
zeY%;+`1x0N=!m4VRDebZ0ztya5Gi_T0eEn^p;s3({sYta;G(D!{^X${!{zCvx!Z8n
z#NbI=gDx-lp97Dr{1~qnubh>zf#tBoY68@|)<g<5s1h+7g4wF4HH6}~2=aPrxsE%&
z{xqHg&*ynueV#}p!H`mCsV`&RfY}<`#Klh{)Zh>dQ{SIybpU&}K_{X^B~UC1ni@*z
zWu%su$mP>hpM1q*YcTgZOUyE7<FRKMk4>ts(-rBI#OGg9?w`k;ftzO4{G$cGZ{iu;
zHEt@{2<40VTCy(sqHT7`hI=3#==V0`wY$k{HKyxuNfDhh%K0`S;AzF5<+tCgxo_?Y
z-MOG%%uT9zh7SAU6s%!iO}PkTMIU2RQzh^S2adWVmD<tI?=}v$Kyul<1&UyK4IfxA
ztq%Cp_vcrX0BU&%)FoLg9_3amz1^9Eby<jf<@a{GTl*c$4;(;6jXy{b<Ad0V%4mxu
z?^PGNB6T+kgj|-YQrI1^{#kg|hWVV2$l>D>C1;j3Ia|BRg&C6Y`RF|qheVB+jb@Bh
zB(MB}vs$}39K7mP$hA7&fV)~-W2+RjpHSb0$H<7CMeDG`?svIrBC1ID3%~K9#16xP
z>l!{oy9?0k{r9f8Qp6Hzz`OR+UoHUk%tzzTj8hQ_lc1_89)ax=&BG7K+802clD;>D
zArm0=CGp{dIu|U`TBZ{#7990Ygisfk2}Zma!f126%%QE~s?!NfdoAR~YI<VZifK3V
z(dT|k@8LzbBepRk!<uG?irE0!Z3~@VAe~>tmwuFS!h^J!aSY;F$)y=gSuTNAgUR&}
zCXZ~8REMj~&W$AuIr+>A%hHI0pUEz1p{hK1IaEtTCiqY0rAIe}YNo#Hg9Q8HGeJfw
z>V-`xwxJf<nBVZ?X1pT=2inaPJ7$6_(rnM`viu3~pOpsO$A{>dKwp2~ky<~nyB{rg
zafd_A^4qV!Yh4>6+9^u3rW0}tDr5(RamM!xAL|VMy&FIr!!`E4&ic3UBcYreZlRh>
zRj9gh6%PFQ^=1d7@(oQ*jE)PjVFXRs%Hdn`5>ai>B}68$Sj<vYZC+xOw#ag3Qet9P
zMzOPTB$k5+<J+Y?dVmx16(=O@X_6end)GRQ39~^k9;pyq9mbc81jV|2Yxx|#qsqTN
z5o{5D3P?oD8-H<~XRkYs3=1xNRlPiz1G}0Fi!lfMP-GHN@wBpWB(lElSeu3cp#?~=
zoySdVzrNLhgW=y<@StzmG86RktRiu;hzBz%2uHopF51YL#xRsHpI$C}K<vT~yzCL5
zr8|C&1qK;Jf+*?(r_MTJtGA((XF2Lkl+<4cdo^xiOH5SqaQ9!&hESp!%d%>NSHbTH
zCKS_eCxE9_vOGb#qcG}{VmnrDzbXB$_TUE07Qg{|Bx`IxCh;oFj48K%Iz_rwEhb1y
zpQXZQ*mL^p#XwhYM&EY$_Nh(91RIEjJt<RuQ~nzfiY5ENn(Tu`+prnUeY;#uzZZg|
z7xmdqZ8<iZ05)3<GtC>D&5W_x#4S`8@4alOB_hrYrjQ~i^UwO)AgcU^)U5s4H+%5)
z#*b2R8Nrd3FIgPy=1$gN)afOl#gxQQ4$Ag=&~tUPOK}vb=+mczsJ-AR@0V~FRPkIK
zZMSAV*`^OLI#X^Pq;>ezlnASv<l%_D2;64+N_t*g1lPNBTK$+M<K?r_mzw;^ePXc|
zVfQJp6X~rtC=lVe<M*k&m*l|i-R2Cy?}&;vqVam0$=efC!;y98_uxm6(jtbDU(D^)
z{i;MJ7OH3?WZjVtyBnKzb9d9jH-R(1=-#!(SPTyGakEm4e}9}dK5oez#>W9beS8yK
z>z_DEZWXWb7xn1SbN4n2<DCSEGhdxJ7wbl%w8igrX=gq2l?2$+C9h<K0SJuzb{k^l
z9R!o#GeshzD>reLNO1|n?d&A3Y2F;hB?<lIFl?GFiJv4qr$+lfyp-$%G{Me+PcUG9
zrc4Y2rXiDE#zNJ5Fok22h-9#7vT7m$7U2O%Xnq1OXALRDm%yXba63${*Wz4A9Jtf?
zIPt}l%(=nLJjYPLT#xQAHa)V8YF_lDo9pjZ0iW?CviE{FL)PrT89+9Ux<}0Msy3@-
zv2(Rn{y9{jB@<fEjnk&!0+}M)$rIr;<s5<XFv{DzbkaV#2fZSn4c^w;<XpsMpskfi
zr6riYSfJj`1)5hw72Gj)0t(GK`Iw7*y6$NlAhBTgBra)YrjGkfrydi)ddPDgpZv|^
zwv6P-ZE{i;60`jiH+!;_{H7QxX@8OD0B)tzaNSbn-8)(L`M<6VxKj@O)H>`}%Kg%o
zEgJMiYM5`2L>(o~=V`Uc=9@&0GlOrbg1gi7m@~Tm)PogyDIn`IHtGMp8YM&;QKMdh
zu0K;L$RYB7pKlRFj8V-Qt->Am>IMt%@88;iG(p|Zi4m{<vtC$~NX+!v^;IUAX?BE9
zl%z&hQ%3qo|Nak+e3TmMM`t5IadV$UVSEB<j!WsNP#GUX8YzK@`g=R<bYkKZVm`z&
z+TMqrt)!V7t(Ztont~s@3s)aY5T<I@Cg%_`75~M;ixaCz38j97(4IoSKNe?+FN*`2
zX`l;~-*k&$X@Vbz`ZcEKDcXZ4K}307JX+DTs0G34=@Oy!$BIBjNcy#ddSQEjLd%D1
zKbW1Lzn55z7PO!;q#us4e0Bgz1YDfV1V*3I$vv!#&J`DgEw25+Sk9Y@7+KhCl*_#!
z3ug`?q^4HhJvVTxbKP<2Shvk<)?g9Y$>H7KENLbYNe!OMcM7qhm@Zk;HY{n<bL3zt
zGJ?Z0f@u>=H+B%lxj$Ao6Nv?VFVj{<O?mCYWtmHznL)pl{=QlV39&k4o|bpnDXBnI
zB<OVB2A(~P+kIBB1$RhNtaZlRKiUZ*6c!1!()pVr!N50Ya?ZnHAP{Jau11K3s?ofJ
za_uW-EZcAG--mPz-{3S#2-ZM&Rp!OVKHSODWWO?9X_jOm_nxaB2230jcrp0TA0(2w
zv}>0cc`@^E&$IiXTO;Tc!S|=f3VYBRE5uR%<JARfok7}8@zdD!3$dX!PaE1Y#u~{J
ze8bR=#@Bn(M2&-4o%;v$6HNg7c&)n>gKag$VOFVj+?{MuShA1!%a**kif+DiEfKKm
z-ciRbeU?r=)Aw4odT=Lp;2ez;7YJOT#m}y5NINUKqmGGrlh_w9k`s}3Qa8|XC*RJE
zhu;1pH6FYY6A?wVTgkVeKAs>!C7NeG1ZeNX5PATwM}+r)z%ur%hF@Qvg=C~__gv;V
z2pbo~7WtlJRN0v@JM1TG{sP2Ih(hP@Y~)wOUg03NaMy<MHW!z7lE(6j3fUS~WUGv#
z((m|Ng=Mg@i9ENv&db$-J(fJdAtXQmo5s`8p$wZ%4$)4Xr&YvC;0M8o?B;v_;9rmD
zI>Ro*O}ccnKkIDlssK)YCfKPa$JroMJV{Mt<az%^;lKa7N$g;~%Butf(62WF{5jv+
zow$mu-*U{Em|MWz^`|x}--^xf_gwv<+;7a&5=tvO7i{Rd?n6U)-}O6Oczn2~5{alg
z5!>0_*FAZN3=(U8ZFA7O(Cd6&B=`J-5uOdsSTF75uE-c7?J3X?@9C@tsU)2=<vr2;
z=s>BwVtJ?C3@Ue(h<=a~mP{?um-81A%}S*8$yV0ys4{}fxc1^(HD1OWL?Q(-70~&f
z_xnH5sQ}x6FxtucNlm5crdUn4dpq_w4K9=s{F#8Np||L3DgJ{ew2c!m_`G8$`*W;f
zN|ygbR(Jl(x!ZUcJI`z`rrW}-H;M6Im?r?F@khvf{X<G<T;c38g4cE`#%bZsnIr4K
zDgazaWLy7Y#!#qO>-t6f=g5p>C?cJ3DDpg{`w6or$OCI)VArsOXIb2DKjexsev<M2
zQ&z5++pop*pD^Q1A{Aui{!A@i9h(FP<^^}>BzYc<u{geti%IAibg+LZvkdmCov?vj
z>z~7SrV1_Fc7ol|ed+z`1!S9$zx#`-Ahjf7Mn*x`TGe)CKH@iAYj2C->712}E^nCq
zKiozVkKX%ec;N3;xZ)B_7FZEMVihxZ{@8A7UfFjSoQVy0s7Wj$;d8*EkVOk-%h+rG
za9GNCEe#K*iV&kf#_@mhTiJMg6!otDe*o5EjBDk>^p$&m5BVp6putN9f4>3#EL_1F
z3b+skb*hj~UB~0WAj$Y6v4pJ8#G?7*Uw)%J3ki+npiA#d<WF`)r7vf^yylYDi;N+#
zCk`O5>x#=a(%<|ryvpBW6Ig^wX~Ur!g8w`!QTr`7KbMgxST(vd%zMUwZg4K`*`?nR
zf572A>3Lh3AFO8lb=6{R+6geU+<WR0_1D_Pv0k@90O<9QV?_eY_vFb*(gFZnGzt--
zNApKl(6)QR4(SDO5p~iR+`y@RoYabwwXQ=$sP|#Tt3wVF=u4@f4t+R?p9TczM{e6w
z9E?ddHO^HpFi%$(9MF%^p}C(9J;fNq6?T@nqHZa>;DNlZOJ3Vxg$^gvj^&3xiq%Pv
z7-IlWE(mM3&!v+XW`swbx|2l;-HXpc6uxM>pC7mQg(}?JQPjk%T{ncVGF~iC8TZCq
z0`xH#ola`8I+r#ln1X*QkwnOj>Kcny!H7+tSY-se`_}l7DSj_zW*|cZo|I1fJVpfg
zl@4|3z6(xP@`xz^7;jHZ+TH?aIlK#3I6qsProU#Oj(!o}a^ix~?I)*W=i9DNoDWMT
zj3cOA{09edJ|_0u<h&7r600{3oXl&8_c{9?5%Pp6d86}V_UmcK5mN6))X;lL=IN97
z26RS)MieL>{Sej_^v0qL31)NMs>`Bgij3Hr4yM?>4HjjtyF%*DL{XzSRCsXnGGmJ)
zGt?G6zx5#Em-Bqr=P$%oI_8`>XaZT$=nv}|TM0!3v~hVm>SLd5i^@-e={p=&ESH&r
z2b4tQHi+j*BsYeDaTuPv=|6Fp!FNRAWwraqPxoi0IWAhK5v5zfwfmLlFI8Thqn2TU
z6aZh-c;>=evBPk5%sD8yrOkwx;l1k8mawVVuF0%x5Nbb_O2U1JWs~TKhfR?brJPzf
zH=SZ8{`B@KoCCp8_MVL=(kZB(V`3b@Z!0=&Wi%k^G=iK(B4HxAL!4Q8@_zad>5U9i
zQPlPrU7gsxAaRuh$0UigTl7a(zXvUll)+<Hgy!!K0WEkqt4Vt>bx@>Cp-#fs(3O(|
zawAaRNF;F%C`TU`#tMIf@vRpWT}Gls1N!BrL(U6WYGUh|mS!<b0CB&T))>&m@*Z+I
zG0O;cbt<a-fpql*F7M~eRZdX!0U6YV&<A4&5C0C|gMyNSmS+q>+~a~GWd-zDiSw-S
z2F+&PIQaEv=x3;;p|UnvJ=X_iJ_)E_O@O*fb)}SH?uBH+r0M(aRtm)?`+nJ7udnHa
z@iV*adXAnlGK1GIp^|#@gPqb*fRtdzjMwc-rx<?qIz*<~5WBr)<pSiRQ~hDxMy@_B
z=c)l-q<Yk6*E&mW(jI<S(jqSg=O#Fa`%5yk75CzY4B@gl^Ostk?NMr2?~*aFeEJL9
zovr!pgv<sgvK|bOo$vq_PL+a7)vz9A7(Gy$Q6Y`ff3=fi@)m6Vk(udtGfFTE=f~s{
zA#JnM3!YyxifQJo^m{KPZ=rhmkekf|0#52*eyC`aPT3~*Y(3ngA`%LPN?WK>j4N-C
zY@#i>wAS`i5Rj_c?Od=WgTJk-k!jTd3mZji3+oTiz|N(0n#T_jt|0W0_(nk7Wz?^q
za9XHFI!R9-hayN1nx-lewX8Z^nWi9x)RU-!M5m*7E-D`E*oV?LpRKqRvTeI&3NFTu
zZC%N4IEs0@&NpK5oL|P?XwpFto05PRbmiRHGPSiUple6>?>i*Vav1kveTriO+SHtt
zNvdNdzqgtL9gN<B8RHHhITKits*7r6DYWMZql%a`wY6T7dx*#oiAuac6=~OWmOQ#l
zMk8?A|IX(j1bus^AuqEcmI|R4We}R|&~J`vF3x}&d8F}ftuu08P9c%K;j{^+g<XbW
zYtxNiFK^MNO^PqLAm#`A)D-4>O+ehuj*W2>nt3vxh@qm6q_D$y922FAa@JMnHalB4
zA3>)p1}75XTAbz<$#BWTV~yXSBU6V)DJ~W^$DezCrq7eVUG>I)q@E*#g0N{Qwe)5)
zuJm{aLj1Y+17zG$&cu48fP?q~z<*)=f62ZNxlF9G{?kyd8j^xm@V}}qAS0M$rpP!T
z!IGVPGIyX@c}HOgZqwfH$E=?W!n3M9q=}%Z9)cM4BtVmegb%U6B~axcf_o+4%C>*_
zkTG<UbsiygnSd{s|K-TqEdMpo7cl0R8BE)@I=T-VN?)NT<MJAdve?mbRot1u-Ix~{
zn{&7qmaN+Tc-={@R{X$D902Jta&2=wsXBTxcD_G*BJoOst9Ybu#xC37f4kmuUt7^t
zfwlV`w0BIdzYF593Eaw|L+vwT*i6ccGC@-hPq|L5mUZ%P-;-r`XbR!%YfblDt88cY
zhSYsN9Y<`B!vzS)PbZ@MrudKx<JX`h<Td<mi=j(a3ywX#vH%So<c{shz@8$W@Fs6e
z-F3k!i#nly3~4P=r@i<>B(<N9YjZkGmfIPvzs}e#;*2ffegZIBOT>?5?kcyb@1GBl
zLP655AahH~(pq=kexzpUD;+Cdtj9s_K_IcFed-7*c9fJno-5C0Tc8Zab459BA?Hm|
zd4iA#YkEhTr8f26a2@nW3vmCQ_VO#>vyGG`!{0vE?o;m~U1*f|wZBLO@XjT75Vc!A
zq$f`Th_(W8#x|MzkgBbhyyW2geBIzmd*(!&b@+nj;$DV}HRrrxCn=ji6niTW$uR3W
zW3N?=yUKu(#QMl;p@m;(eweZMPZs5$V~ZwfQfAUJQ;_!DRzBGkrm%e?N9w(-3{=%s
zM-Z2{QMPr2SX-9WC9H9AR@-rWSj7uBNLwA95I}F-Ek2!F>C+j^_9Wssl+_3?b0_hy
zh{&?{siUA(P^an!)&)+Fq~#Y`$1JuPA0p*BK9E88f>MC}E}+xfywEp3N$I)TBOxGu
z84C=%3opio|6DXnivtU1%)as3rJkc*A#+mq{LN-@3oE(>-1C{eMlGEp^6;^U4w9gP
z53jhZXApau=TP4K_QEIBtJF6#iX!0uo;ST>X3-kv+oz8$zIUG#1%bK=1bP<v<bHr;
z{&6|~lrmH(0MgN$dfG8sF83hU#6Hw6C5!sh^{F5Cngf%lBYYIKLnIPW6h;1p+JB}C
z`}-k53OmoouBy8hW>E;Dgx>4d<(_Hs!(TtXo&ET=-03@O(<!$<BtIL9efD99t?<_{
z2^*j75h7a*hUZIcP+CS_7EeY=6`nLl%8FC@G|rPKXHG-b>DV#fAbw#uMurTZTY~RI
zu~c~MswMpg9eY7HP=#GfB#Kx>eeRJ;xmf)i8GDJw4V9c0txq59VklD*L_zTCPBzyZ
z1gR|Ncb!Fqt{RJ8*y)kf$^{EgAz>{B9}CIOzGj8zH=$H>s5NyP+Ig&ne{iZ}O4g1;
zInIJmtg*&UCi&Y-hu&@vZMU6CyXO`B%F}51jAhofe(hZ$+S1;;WN*o6%YTU0l{YUx
zZ6NBs$zn~ov1Iw;myvH;60)Q0Wh9mg?UKl-S@r5X&(#+bfvICt_dnn59e?}o-mC3X
zcQ&ML$n+ZDG3Z;_;Fny|aI~<rwLqo!K!2;}<U8yf+a%>Z&eOtsiHXHEAV2**zpR}$
znmr7*UL<b#<Qd1TEz9WeZD^e6{rav3Tzz?PFYi#G2^#n0ihb@te2$;+E6_g0u~!NK
zSU$O2pAmrewnhLuR=uW_gp)`!aJ6_NkA*6;-j*mai+J_lL4qn4r`?Rz*??q~H)x5h
z$C3Kdw)u!_I>kzE>sthP^;k8-oJZr;s#_h`I_uDScC7ft^bHo7#}SHc+?#7aTk6iv
zN{vRAj)wXHcZqz}xS|TZemEuF@X%B|T!=AiE_T^0pmy*IX&LVDoiK#`9VPo<3Ke9J
zm(D~-FB<u^>C_xUIQ#W8ts_N5O0|SFXTPLByq_BQWBV$zUR^}h?S-rv(nft^5{_Nn
z+*fdq1s|+K$%8teO{Dik^|^8>DVoR2NVh5dl@|rqZjmqVUSuA691vUW7L8#EC?~85
z+z1Aa8#)if5fjzD#hBpx0XCI8LSx5DsokvD!d05glOvw+3g67T9C8n{Ge*sm_y`5L
zJn=K%q)pQEHdjmV;@1Q*VG<d-G(V*V9b*>6nv+*`&KcoEhHHhF0=c#&evbf*r8h+A
z{3p)K6|9!COgq-ak!@F!IgvEilJ`~xvrXWH8A?>eEjM4_7X^2dIs}jDFiZ#y+}i__
zmcGOjN6Xle4|0?vr9)tkO6lq8>BkRv(zjWD%?d!ur^Vk;@)LHlJP`f!g%Q^8a|3Nd
z*P~ueJS;6>+>WSp)vI7f-R3S>`i_+LPFe)#deA&)V8R1Gaf!FhwopB(r*KK}-_|H2
zTf>5*3(OF^9wwHDgbZ^rz-qHTO~3S8_k1SyHWEmsuQRYq&MFWrM(uKL3%QY9a|<ZA
z5_jEI`ZWnJA^gV6;Xv#79mw+O`{n#Jp~xN?n<g#;WnSJes)1GIta$EcI=w0;joN)t
zyp)c5&aeBu1$Q~7XdLb~Al)H<4*Gq{El3T|f4B?)rn2V?1E{6YeyCK$eIx4G)6?h^
zW(ddr0)OkdHN2q4f4^T#Nz8jyojydYcbR9V8-uE;^zIV^P8;)Y#J}xCNS$}5bY#up
z^t_AKk}GWC*Ewd#ZajpmGFvi{#3YyjsccD$*0fMz8z}?&n;IuHDR#fp1$7z8;XdLi
zJ@lf*$}~gVOYxOF8X@NGcv-R&G^hQQ-?8<d;eP4H^|OR`ZE>dDfw4=AK?c5rKuUS~
zi00H-UdeOClU91!Wn{eH00buuhnEt`Huv0aWXZA~3Q$o3d#_x-Fg(RDH`n<{ZWrxv
zm?0fKS(238_9Vi|a(`ZTO9KYaI@X`W%(p>o7~DVXe?drQ(8c=MGhQs6t?b9mm;Dyo
z?%9)lBVpCd9mS1`67z_O-j9e}DqGN^wcc=_<qLdWPE&?4Up6XJ*Td`@YBawrt~gSh
z%6A7_=TiANERK=~bwGUw;T77YBpEUM*u%)C#r1EteL0|hvqF=)|9IZXF?>nH0foD8
zU{MF;)lJHaUN6h?G@x6ZK0LL-LUrwl4R69@$F835CN`*QAqKf|pwAe+FP&r!h2=4<
zift-KUG}4&!TMvGZ^M2Eh(3(Pm~GJ-VK{JjF&S>w!j%X;?~t7Pwfl8BIsM~R6{bb0
z@BFHm*ka2msHy15v(cPqb4v=HT>NY-#!+H$i3HIUy}aHRP-(Rl_W$zW$F|8i*Nm=w
z>bO%2Q7Q|mRLJd5+e3<-svv&@mvC*K7EO`uH!89OL$#OPB!r8lc72f6F_^~p#TUB}
z`$^lRTn2>6hdmTUm9Mk(aDhy|O$AXqgYnWVM~U-CK)wZybkhDkJ)>Yt091!`Z)to&
zH<iReXOD`3vWKMM?8FXLIXCMCX$K#2d;_v5Fp(p--@58aJ5U@s_>*_((LYFA$`_;r
zObC4bXhg7<q&aFO2A%?F|0bArYeTs23CajIJzS9<9_zM%+{Zydt1#L!tCMQ6!2f(v
z<A|X?a#>y-1%`0mI(7IV@{Ac?B<JRs@X+UJNNj!n20#5F9AP)a%c?W`-rO$kH*0v@
z=p;qbX_VzZQ95NjGyN-rK=-$$RC&__e+@d-Qsf-sV($%?y{;R79JkLYFTj&?sU?I!
z>+On=zmrpn-|v+7njbMvd5_TR$C=I(sC15j5NngadLmi_pA~e4IaA#AkVXAR=P9pK
z{7rYFsNAdkwcBBaeglGS+9I|xxeBZU1qx?8ArO7tAC5EciBAwKx(?k@m8Iusf4Knm
z?kkeMDG1ptsRfxu292xo5v*pJU2Q%fjPD<r)pSjMwB!y#pA{W;v}*^&m(R6O{bng*
zHVc8&Atlo4EchloHp?r``CE?Y3C(AwW0Kr;h6BI%DV+3H8GuVHOD<Sq-GAEJR{IRK
z71yagSQBM8ZSo3rP^7j=LAHN%ByX5BmdkaoJ)lAgkD9zxA?qjQw`Jc%X6`Nx6mQu)
zju29(KKwp2k~YJye%GybNmKja>{kHRTv1$i7)__2G$bJ~%NK$VZBgQGO0tKn<r?6%
zl<=1H90%}SLlC)7SsCE8C2x>(D%7P-ZnyhJz|BtKV2AV}Y!z|Rf7!wRYxUPOw-G(9
zz|0fho~`%@Uq1?^f~M|u3A-wYG`$-{je0y9QMXY2^KLuhJ)?7u_fOm-N}EDFROjls
zBPTz=Z;mVE>d%^meZ?BI^x&mQ|GYF6&7NMQ?iDo@t5c86UU25UA_0%N_%HR63=q$T
z{Uo7cwi=h_;@weH*5u<+ef%=X#}miuf01^|#o1KLcX#h2zo%=PA(g6>`|da#@eBT>
zU}p$NK)=Y-()<n%Q}T=^s%}w&bljDsFfJL(?%%TUmv_nBaT3zM=J||rPDMzV5-k1<
z3qV2VGK1D>xxJG+*8|Oyk&#*RZW;};cIxJ*>g9eVrki~i@9lQ)h~0MsCu*I#I{IZ#
zrD`5e+AzxJN{lw3#qI@4+L}nMS`Eos=>0PZbC{85j3bN%v(f51kDVej&mVw-%Qs}L
zpFu^)eD(Wl+BSh@`vEFA&^#R`y>_E;Q`bq#M9OWfodjG%i$_q2f-T1T^5kc6w^h>G
z!rHh!Px+qx3GXO8HUsQtnL+&&|IkG;gT|822(K<2?uwpX6t&WHVkh8`o{P6OPzH>c
z;$oh?Wwyz#06r&fdqgnnn>}am(kAHFNuZ^hX?yto!k@roLQ{2eElLql2`tR@X!NWs
zUX`r$Nu+BnK5YY&Zrwb->gwt_r}wkIg{uA)hUox`xFRw?_9fqs(V6>J-AfJ+I`e7}
zfkIZ9+$*D!n|L3gW8IG95Kl;qE6qcUeBN!nh=r<)YwO#CXzy5qDz^^`Ker1?2Up`P
zC30?piJxPbTuh8=I@zozc>xGKdmP70{+XAHop3vZKB<ORz?PNJHrqBqZF%Kqh23qj
za>c)m**z9&6xHwaIbp{`@ZW2(+V+jzqt%-`mSz4lvRh_#G}DgiYPj8kz!~vipm508
zH+p`|@=B+iP-|}tGoqsyX*;BUj|e^#J*x~;&=T}m(ibjHy`a%La$+KF$sSdUqWY#B
zh#KUS5iF06DU!rik6$d-z1pf~|J%Fj-O~KONyFDnL<D7~P#s%~7PaA=`3U(lFjwzJ
zIc+tguLC``03={kX!#)bPR)xvyB49Qt23sQGttz^!?F7V?lx?gGC*l>m(IXE%L;Lm
zy#BAk#Uq|7Hk#LMl6z7<FFSB;{X!lzdG1l=*)Z8BK4K>;E34RBKH%`mw-O0(>%L<M
zq}?lLz!h1nc}@S;BnIc3IOzR+ZyM0sODK5O?3XttD$qZ_-=B#id;nBIJ9%+#HK7eO
z+^aZqEN_@vE8oMu{8t?cg^qqLv@MNkfhN<gPY2MDf&vU6PP=&xWI5d?UtAI%+bz1C
z=%*%r?HYK4sq^~qw1ePCb4kwhBr->4mI_OMiMd@j_n_Vc=cu(Z=`=T5r*IBjAOO%T
z=1>;JII8SEl&r2qAGKKUnr!BJVaSRBliuoR=vf!RMM`&n_HPZ0<`&m~td}XAb=7`(
z?(GgBXKoKpvR-TU!Vzgkh4Zod6HqR$#i&<6E-qC-CoL;()91JM>feEGwvQ)ku59>T
z<k{Ub3RL56`^~_Ybc2ZFVI<JkB+eyeRO(hK$zXk?`<iQ4e-yvCUMz6x^}BAUB69u8
z>tBB#0`VUS11!z3gJ$1w>I5WK>Uy^owp>~@y8YJ>I4P;_m81`&e*1uj)<&gCb<(`D
zPIm0E`0<+!xW64CukE4^z)FubN4Vvx_77Y`QP54QAI*QAx)6LQf77&c<L?3k#a&5D
z*^$KNaVYm1BYD}yWmDiFLsXsVPyBJ%B8l5~No=$v`zcd(Qo-q0ZQtAXD)@qp_Ysgr
zEWx-R8~q7n91=AU(trAmm}`k*jV#U3z23Q9FKcT$#oN;~(+2=pyY<DQYny0i^->Qp
zvacfgB9<~ls*FE0`(*FQdGa@AeFGorT;K9vcAIS<?70Kq>4HH&<O4aED%bcAll*yZ
zzg5z1QX!~!Yn?U66rA4Bg7}vB12V5scG%yVpM2BvC5?R>uc7Rza|@TF%e40z7h-KG
z^?AATtoKWnp$V=5D(+T13bG;fWOd~OLalrpexrS&h;EakZpd!6F37oIosIH2h%D9D
zvdHeTzCDoBj1}4zv2pqsX(Si!y-dmdf?e^6CjuS`dwHBH6Vwh}Bh;b02~j`Bh+M*G
zM%onc8+0~369)Xc<+6Idg=#C2Toga$Vxc-dhGSIE{!v#Z*TQz=UP6^23Xl#t0YqC;
zzj8pJseQ+>_pB4I?oYc-=Qr^_oKz}%`yI+&&rH{LNT422yT?r25Bj0k&McJK2MSN8
zz!HM@lHBX!ph&9!*~6g7)t?dmt_^mI0ey%*;l0A5HOn)49$XBjwH#>kXnpbxgb3aB
zP}=EOE0HfZXqA_9MSbAL^{#hQ=uzPMrSpOQx68-6LJ@$Fz%n&(+P6f~GjBdBmh-eV
zk;Kqz2zrUB&n;f@WJ&F2+v?}3n)cpzoc94Lj)iX8Ql^a83Qv;?D(--dsCR2e1}`#R
zs>cgtH(8&3p0MW8<wrt$E9UyZi*k3%*>G-mOI$W>yIUVZQG0i@ln?Fa&OcA!d^vB_
z!}b?vAS%|0k0$PYgf+jQYWP*5lYg~uUWrSDy1pu<ZRZZ}5EaMwIl11o#&jZ%MF|j!
zp;l0BY>Ng}YbHN$&fCK|dGuG^fU&S_^4Pl+(n=<;^P-BQO0ME|+ZI^4>vWy)wiKvK
z@UHLnj-rb41-&Pm)C!kjva_d%+r&^eP}$^pnxD>Sjl&qxOGf&)AcOf*g70^5Q)5NT
z={BQZmHXuUdh&_l#n3d5RNp7;F*!-Jt68ajM(w!XdKSg4o!oqDT}1wk`dhInDtm1N
zuIBVQ=D0S;^WQ3vw|eFU$1?fl&GrqyMlC@ujHUY|+Nd$sZ(!d1iVCaV14AoahfO!y
zR{T0Zz|7X__Gtujg2g#<?k;J;Z8e*P4xOeu{~$O=iD~hPK;Y?$Xw5hheWudjP{)y1
ziF_-;ykw#S8>O)nQmt6`t6JFHTHYFWKd$<cT1Y{~%a^xgLwFj}TlZZ$!dhAIB0RKj
z=$U@+7IKXD>0}z%3Fc^V66-5V!ns6V*%!{H4TD!Ui4Z9^lh8w&EZ+#DcX>p?_mi<l
z?wx$Rki=X8%!x+yHqTZN$ZQutoJet&RVtJvS}3O5Q4B5nzOS{aVy<<yd5+C)ncNS9
zt@*MMi!!3818)|vAe1VlN7&u61c?UezLhIdye)EyCQd9Mi|{Ddh~{|_f)qDNLL&q;
z-%_-CN@M+Ha^pq*kWx;r!;#Wl+Twssn{G+IdRY!`&-nw6LbX~Md8q<ZxT>GT7#+>X
zD{y#a{e9Bnbfu8FbxVHum}Jzq+*2i4{KFbhO(_U$q>H<ql6roOe04LfY}1DvGRbcx
zx^i-e`>^b<`%o5sKDIPp?C~GW8&?jwRP2t}BuY2E%tv&{<G3c*KEmcDd|mNLi?4uJ
zYAH?*^s!9_^yyzyg60|2J+QkW=dMO?zIEuO((WTFS7<AEZ=tv+;;k;nYL|4%cu@=#
zw~e;l>TMmdEwz?(J91<X=C5w99dEv${$A&>6uDo$8)xi3p%GKbvL8e~WwK-cone|o
zu7#?P&AuVQek{ZKM(d)Alw;PzgdK8tTf;-^s|K~i#anygO^N{1FJG-&vadEycJY94
zg-;$LnNkbL9xjV{@liUGDsOwS%@J__k#fI@Fi1IWj2|V;)>+JSZk&Mu)eKqb17Oh;
zfQ-hOb5cLUjbh*OjhhGvG!xaZ!c^<*-faWE@gI|o(#WDt*kRG{vqwD3`IgH(mS@z_
zYK`Vluis6(mjxi>am?pRx!gYNuAAo8w~J(D?m&5I&%4Td6W4Q%N+n-cZrjM?r++iG
zI>&=5Ro13nCu?M#FrZ$GlB_izFLLTkDdh%sybt}h3?qPWdtMoy@?B_f22A=G_$95B
za6$%4Zuq+D)*Fl9XSPlOl7p`bFCp9Gu~1d}C~C#5D8?2a6WgM-xj@;R70iNxNVG7?
z)Ott~kIjMO@J1FY@#7+rw;t_({gWWR2Ur*KuMTorJYnT<n1TFo1)F3HK|e6u`yMoa
z^*)<YaQ@1O)JTuR(_)vW@#<bgCMFISffmV4h?{%Qb8)oJT67f1bm-CRGw;CtRd_Nb
ze>3*wS7oV=c)JnVcSJqV=JShO+lIUa@_`EqbTWLTtguHia*SwCc4RhAyg|b>B`rl6
z!Q&6KHwq%5vXUpV!22a1KR6O==rHN^veu6IIll&GT6xRbt#0;(308cw**H>MID@+O
zIFfMa(K|=v-@fi08~Ki?A>s3I#bAMcx=(+zo{^D}?9byQ4OZgpWZOF!UssWFd)oeL
zZ--RskzW8JYDso{M`lQPnr6rDH=(iN`YHQpi)8j%s)Uf-B%=UWDv`s$Zi7@gY)Ow%
z<dkUSGWZcbZ~QCd%8p#`QHH@k@odoY&@=J}K{~{Zo2<3$cybf~LA=JN+t;--Wj8`L
zVNc1&?CHaS7d6Kt;p>>H9(cRbGHXkCntJv(8_5FN7ROb&9;Jj6{|%mlAbrtmF*T`R
ztn&faeb>IIBl{E{nN3k~ny7O2c%O5nY1pQ8kNncY@vFIPaxtp1r>$0IYqh?-_tADx
z-OAHLTaV`Ml#_t&3#FB6S4~+nr#~}vk0Da}+2K}C>#7Q(lQ|Nt>)c}9CF^>BqDN5t
z0GetpAKAy7RxvpSMc){?g4+-MO>LtGJ+>9TEZKcz<*&ONzSW5LGyvI4Kl=Hte$_zE
ztG2Svit6%$_*cB;vc9%(hHc)ALlFEYop_}nS}FpqREkK|%vR9r3tLRw(LOtBG2gn;
zY7XA#lL9tTci@vI4lY@_ZRZZIJ@|uhGjX34C~0QBCE}Q#$EqiSS`4uN;I74(aHOwH
zyW{|a<|SG43-u2$2O9e~bexGD%TDShoT@5E*l@dgt6O|FqSwEb{uGFobvjadIaMx~
zISawvwQp7*YmuZsrzXv-4g#-|J@a4zcRP%|)<|i>?nI5F1>6M{G@IAhMk`5TFDiTT
zh~{jY*Gz0eJ9Q6HM<lF&ya91`(Q9qH57Usi4ewKjKudJNwU#)-L=HEWKbkwN-wj`8
za51j-(k~<r09^n2#7~m*(!V=k%v#}RrI%Y^@bc1vGP=8<xT5uGsnqN|IqS{gOWk&)
zHhRU4d1a?fApd_pBBrhK*SLLC!!vLb>wE363Q3s39duybbz$=-C-N+_B78ULOuc-0
zhk$-UK<*BsMur4jdbgGmhoN4zM%Jyg|NiVr#WOUwaHm_UuU0jV=|w!wbjiN)GC!#l
zF30E4={ws0oMe)!|9LQ-;V?`9r!dt<Ux0?}CH0lakmqUGog>A8C+0tl!2kHL@`Fnc
z^Bb#$8~St0D$^spL#Tk*E@SXZa*(8CkSmBL6j%;>)~LCbj=rw}Cu*I)rf6f^1&?TT
z{@2ku6HNsrsnF(%&@d{Ylq^k&%0NA|lHAs@Ga=B}e16v~vbOb}?0$54mqo~~BDW<b
zAT<!)amjGeiBF~d_bNQgsF`U2yf=$K&tOfy@_vhRybmTLkB;@Pe$5J5TiaKIbNzp<
zJrg&a*dUos>8ZOdz7}8k=EtG6#9C?-i0>-0dXHnnY|;$qyI&?#hT)l(W-ZyJhwOIP
z`VW5z|FZH{ovzJRk$pyLj)(YSP3k2o{T*{(rw`;fIc9I3$8a5=Tc^k*2V8t3pn`YY
zuwMVuAMO5L1+kOB-s;!}c#<DxhTU{?5opz>*Ti8D+n#*0Fn9<%yyQbqi=%;ET8^PS
znbkK^k?5at;fP);&B#$N=~Is7Ys3E5+~Sh`M_#`~t=TgoOA?=bb0_)JUigv_v(i43
zUtRJ!PUAXB1!j1@j*<g7yp9WH3bTTBne$>z6_>;F-gX!Q1NCtt-*rSZFv_9Z6W)CP
zdEU1;T;<$U27!@S;i$VmkEwGDv$AKegwJ~T0V`j^LFMI|^Sn?DUUr%<6mm)QIJ@ez
zxZ7T{$?0@>Cd>&o!4XxGd@}aWWa87iNjizc5}c(K4ln#nVyQ%>?nUzoC-&1uoyg!R
ze;}N;yoXox7^U}PQugHBtMb(7(b_NDsuuSr#*z+&dE1J$f$S<k-anEEakcP%cO}$#
zbv4b+M?menrog+q#miO0yH7;ZZ}dx-TWDSA!OdmF4~za#Nnu~i#~1d=?5cAajw{{!
zfhL(}Ae)#32{T}C35U1`70pq-f28?LkP7~)HCC)q3zY3H_tj)Pp!H+fMvG9a*qZ6d
zW&8qDf8FNm!I6Cgm=8jh=8Pccbp|O^>oO^Dt9^Pk2#;YsZTyPMfK=p}nx#6PjUCIo
zl1_ZEDim<qoeS&T)n{P0FwDs4Iric@OIZbGR3)10M`Lj7aR%`pYWc&4GGzfdn%vxm
z6)YrxE(e<2b?F_v)&94%BTE+ToH{r!%%U?AFPmfXo$+0fC@ZD3-?+V+Q7<W?#KMvT
zKgrFL1v4fnvF`~3(;)>Si)<)Pm#1~RjM#tZcY@CrgR604YJ6%nsd0XTvv4HKMwis&
zRUO56-^mTxoG`GvHK2F%1VZLX>#eU#HqqL5h<4$(uOSbReC-=@w3n`3yLRLG!f$7_
zT(KX-?fn*gN5w;HjCM3}QkWKE>NKUVZI;3R$Vz3a5$PX?XO|a%jp9AQPHOrf=(t2?
z@aw3Q3cD*o#56TNoer9h*;KU(<|oHV>k7(ksK>rK&vwSrNB@{-(WfQCiM3pPLrLnl
z9z-IS1imlwrT}3OYfa*hWwsUn2G+Q~glb)j?SPll9n2>DMMm>*aL{-B!rMy;EF`Q_
z+f)Uz4IDXNs1<bw&0Y`*OIA(46dz9mgG&UIzDQuibpKxjz5v@m!#quT4qOQ5m(S?G
zlOo*VL`>|4k{#^FC(M+XTSs!KE@$v8eERI5Ixa40kznvX3=IuKDRinH_Olep26XQB
zMkbN$wi}m&1}zv~7phNc36kwP2(7zxl*4^PUNfn1BQm;FpW*F<c-fuc60wF09+wy}
zmV4gA?Qwf{i6WhMMo%=o2K!1s^M#EB-2ZEwEQC^jg`vL?e-Wm^3>7vjTbP+Y@tBF;
z@f~sh&LcXT@&1GHc)!hqLE|k5<dnXt0G}NsH;n^Qe$<2SA1Yed+&>C%%oup{M|gie
zWj>X2A{hDNk9d6EJnL^O^r22wD#3%jqkz4G0&%4z3JOWFO6!Bu1=&v%PKTKP+22J4
zI#p~kxxVN&VHq#)xLuz%@Cps_Rv<<=2w3&q9UxEj19bFAKSSS%a=|>kYLVC)LR%{6
zzAAMgc0TXMQ{?R3AiRg_?oJcC4VqjbQrG~>gIikv>{Tkm+ZAJSN*_WhP8=?Hwusx)
zi^~;2b<0I;(E1du#!0UX<P!Ff1Y5f~+qFLr5w>YHpcmCB5t$bTHwuoSIQA96KuzYc
z-^MN-JTd<nBegWh@-UtX{OXK9vI)&lQ>P=yk*&_22`u+~DT}~2_0bN*MRQ-diMy4?
zfGTJ<{`U9*0Tg5oW{gUmNY7iFA;Hatle27P(j!rEw`KCeSMhN~=^EXJQadHs{?K%v
z25=Pt9BxhB&c#8-bz>2`F|EL%+=9r!szV;Y^$${J1VV=^fIt1{C+%p6Apz})OK4wX
zOtSG40BS!*8_RRY6@{*{mmwLHas)#k3Dz|P9Mn8zj?KpuX}7KGzv|{Xi}SPp*s>F#
zV-G9;zLDOBODN-+N>!XV^FNCjNy?izF6%5%mzeJ8>T;GsedzDnSKef+d$@nb%5F-K
zG-j0m^DYBA&Ou@cWx4;CO(?ku-9-c#pAqIn_aFo@cU6v~sIKPz^q2zSTBYB(VK6$g
zcB~RepfRb2CUIQX<&romYNujxOy1<hl8zoqM@G~eb!7&<QoH9cy~b4TD~z1_D(coz
zC@O&Cb%LM+*|;DZ47b{F84!SdnUTY6raSn};ev%tq`D`BIrvHj1$pApPaXCIAQo7E
z?4VHbbl|n=0K%|6If@KS40fa*QKIN?D|Y$04uB0P2`a<aFK$RGiG9g?$K&#$vzNhz
zIt;O3{j1%ry&<usmAWka+&Bawi`P9?MzNdtq*w5CqS_(nkf_zl#6Gf1V0dC~6S^2_
z9JZn2Dv?gu>bxlx3C7_p;9=iR8yJ6tYc3LXz~<5WOsCM-u?BQV8Nx6Hrmhs>i%tCv
z>>-+s{XVy{Wf7$mTiOW(lTr&D^RL?rv^-p~`uO<Jms27q^Elodd^G>-@grm9seGnh
zF+uwk8pf;lw?5Cf;Vb2nz5OxFzwQ}Kkzs}%T9IC4^3}c~2D4GZ%)Fn6A5h~;h>PCk
zU61?{TG*Ap=HUJ<Jf&tRg2?%yX-56<t#|SuTO5n4^WOUb#2iax)<kg)n?6&um&x^5
zA&f3|J?rT>c^N|I<}nVKcg7Sn|NlSA-aMY_Z+#n&R9oYwBt@AsS7b<$IfTq?Lo{p>
z$q=FxMJXyWr-_i*WS)vNn5QBn(PRik0}Yyf*V^iH&i8xH?|D7X`R7!hz4v>)*Sgm|
zUiWo3X`@do4!GlBCPzdpxopgihtIhBqBq!)OlRM!MWvj^>crY2W&)@6F#E#Jp}X4>
z)~b_~RzmQbzx^a3Y7b2nisiF&j=ckYYitxE+CZm)%*qF;ZR;%>EgO!&e{L)Db_T%k
z46>yn9cvH6#U<#v#wAc3vLs^}vb2jhgcRcLu{(p>Dmv1H-w}Kej58JjqSMtIRmmJC
z|5ETha0WJ@BV89)Wc8tUMe!L|vr#li><0;@TsM-NbYO11a3qcEYI%jw0l9V73<)!&
z4p%*Q5wsOw@jY=WHQI=z{Ff|TucFB>h_~kuU+<#9zYTx#XVp_Arv4)?9+)*=A4rj;
zd?g%#+obD-FW>{jWhW{z_Y7X#QhP7FXswb3l_bKiJy%3%>b!Saj36;(WFAB2*U19Y
zPwIm|%29`-L1QWK0MBWDb9?V$6`WEJW8`2!4Cw@PlU(#ct!e{Q`jEa(6_r99S@R$B
z35D}jQ{ql7J|3HYcrQQI9)Ee$dAaE)T#w0XXLl3ZQ#FUR+=i6fg40r*OHku&i-7;M
zu^{x$<$|2e&qrwa0hL+BpxV749cpnqvyK?)CLc7vMIsTQk9fYxXKEhlLhKBChQyjV
zH0St1nd5U7#i2lBl2bk+F$@SnC@+DKYrRKuTL{*g62UT4y$T5tnuFxl?NmZ7<F=!;
zO_JzLJ6PoChX8WP7L{^CpaHkA-<$%C@D~$SOvN$o?IS&uS@u3YjI+-P_rq{{QYwg%
z=($X`z{lXFd34x5^c`x${Z%s;tv^ZzsB+{X)V}!bJ7P%w-dlc(KUEM!ld4X^(_-*I
zdIA4hj|wE8gMC()-@B(43zgsSmjN;BCO*egt;z+<z23OxJ(U7?Qo*BtK53!m2Va64
zr<QJa%qLuw7t)Ztk~EP#Cc#na!&FjGs$wBZby*zzu&uD&X$TiA&ZFKM4b)^w-^-_e
zu>hv1L$1bU^bYmjQ=t6=%>Z?ng*bqM@p&8%y=TD}XhC*z<L2PGi*c3)dpt@1STKn?
z&^*z!UMDzc7d~*7E5bv-7%_RA_;kk}w#=;IMD+_)`{SXL?Z^c{qr-g3`8A<Ie)vXT
zY)lBLd!x2$YGbqatiT><tGhMH)AX@*pjBEbp41)ja_^s3*-%kKX0wvC^eLj6J<h5<
zPG$W1_yvW4I8>=j5f_ZxRZx~8YJk<Y<J);W$ewM&?whr3;hre_yBz2`nGsB3+E1ZP
zKlS)nE%0aAjr=d*CNp{_g+SUfgH@HZPX?mEu62&}DU?H?gix7U6>1hV$p$ql)#Df}
z?I~FfVHh)Y{3AHtuB(V^@`Dk;ZLf|U3ri9)GdT<Mn8sr%8XUX#Sj4*tP)Sc;?rok0
ztTIHn>{NE5qwX*QUTrif->F}~O2a=pojJQgz!6L_3@$o9h3SD&IpCS$Wp(3&F4x|M
zGujOTq_mP}m?7~Ix#0`rz0lfifY*KX0s5^C;q`%&uat5A-dJ4gJc9t_qzbUt;`&w<
z0X~mbxuM-htq@0d&0>H4Bq>DRxp1C?*c&S>+&-JvQ<MK7E6OdgApLB_wTqj4K}NL$
zUnVyCy$lR#?~mh4=akQr&UXx81|9nynxPK0ZYExEC4bv2HVs593pi9Y|3pD*fN|5w
zfbnsl@XiAaaEy=+sL|O#&n!W*P?jEhyK?v(^pY&*JVTQ9AW>h2;(DN0cu$zMwAE?i
zqumj!`6#K(9%wO{<3VY7qqwCfa*3JLA|Kj0YqdS4Ke&q2G68s`O+E%}3!3Yo<rlBT
zSSUC4)L~M11vUl=4tSxP3la_ZBey`FH{DB>q=cwBqE*P$)Kn0oFQR|}C&)RCuww$#
zMZgg}&*TbA|Dxa~_BWl?K%B&4YZP85A^X!JJJjU#j71T$(+4vhV5ZLrL$L|zR)lQ|
zX?k;5zY(Lc2&AoQ32f6v@+Rss(joykE@|fZz^*n$tvg?pUD783pRD!k*sE8sBF0~m
zruc1G?dDN^OB~~OEJBy|#d#f%+SO@%iGDnlf*?u3@x^??y)%QA3kRFH1iP!i)_3sr
zf=5R;%esJqBMxO!C$D+LYOREr1=!h{B2v4^ls;vZVD^=)p=jfmUP7A+RrA18?&dj7
z({E)!>BJ@CI`7{40xj$@U^qz){7yU!l+O&l2gtz2{lL#m-m2V<6%eRhc#MzVXU+|T
zU1nF!{6vh@CH^m008{s%{&BbhyG!I$wu=|E8D7A?*CEHBv}?&T*p4Nz;l;+gho`CY
z+TbM`#xLo@T^e8~DpnTk(1mwVlrbZ~>d%vQ(1u^py*KI?SdXS}k9Z<4?=r1!%HT4L
zStis8%m|iX2QR$ZY!DI1CwsSS*n-B0(~R*U9oVT{yz9SsQP6*>ATN}IQ;}Gm3!vU3
z=avIDz>oLief5S+b8xED?UfqQq7W%w$ou*8d|q_|AI6t*b8ob=V?_*Ox>yN??E%d7
z&<)%nVzmiGK=A#;8Dj&Yc;I{TK<6gPbaYNOmj`LfevKC?;WFn*Pa>V0$QHu8wA*Lr
zL0i2caohFI-Eh8236danJK}CpxknoOD_GGR9}Ry>Dakf8UOxX`jUkmnuEN^Ki0_Cn
zSP-XCo@v}R!Q^<MI(hx=P88d`04PoW`}>4gCnhfL!sf-RjUtR*kteBDk=7mISsD#C
zs)yJYvHJ7pBE~L*&mcE847RaoWVMA}e=kMr8HMCvl{zD)pBPK@sT}i(44Wc-z_jA>
z!wD8|;;S@iM@I%~(_*<*<kmhxxSy0Ns!RJWD#f9GmC6Ph8*vOUXwDcV&a4r}yhn_^
z+zFeb#0r9`sDZ}#q>^KkZ{MKmF-K8Jh^SYb)UVCZKxSA-U2GNX79FTC3*Q0+E{#Zc
zUm0Ed43)iu@Qp@ynCL<6co6OzJ@%;lme&28L25Q^h?dWPu#_S2Vgd)x{#AwsUdrVl
z_l_k!I}hIrVQ)ig=ZoWx;90^0!!SO}t^Yb~XQW&(!o$;*OYAJ#xv7UHM`AxI9l&dS
zC0Psy!+QLR2T6G8Er`k=+vXt~q^8UUUUE^ig!n4QUvP!^N=-Q$;1<4xj2D$CXpu;W
zUmx;elBs~6{IzVj6dN~S5?Ct!*T#Zdq(|79=gKKn;2IlYr<LthkHLs+BA3L}I+by~
z;Bp~C`Cy<Pv?h2jA9zZpup^e;HZ8jvgsFpl(|zK)2C4BtuZXe{Djrr0;D~|KZSf`(
zPJ&*ELQCxv!d>zQHyg$aJxuPE-oB{(Uq**zkAwIGGj>bSXsRr|mcRl4XOPHtW$xTG
zNGXB{5wsDzd6uOinrT>;lfTjyCm_KNF7ecRKmSNMy?2cw)^h}JGiC3PPm)a}<!q{$
z%1Da7kRcGcAQ-)Wc4V-`qgB>sMNc-w-pG0V9qXTlnL6)go{JdtPGbbb!Ak_L*KF_p
zv#KSc3W0g0D6o|Iw*G|jBn(WKm&O%B_O8RwMaQ5iaN?QhK~UT|VnBv07*SHc@PX<@
z7HGwY?}O02{MNVyj{b7fL<;6mGmUTYjF0M$=#lvdR7dRaUij|$K;8{qJ2Zv=L~?bL
zxf!Xr4N4?ol^O!?cu0|*kjez;oV(l+%{a4cod!sbQzNDZh;SdoBVHuR2@(TLF^4f|
zY+^p*1&ZVGD7e<%+WWNd2A(Ih%Dx>$KraMXdIz!#3m?CwbfI##NKROU?7+XlmJJ_+
z#IA}UEJ*<)CML$byZTScsC(hvKx~~Fwt^+tX&H0tbcs#n<lx4SxNttalth?la#Vpg
z+Ko1Pm%e&BzVMh*=-MT7`6KjLN}TF9B0#x>rcBQT`Oy|z*5hh-DR1;?_UmkEXdmb$
zjSmt}o*V!xKtCJ|g`-l#(=<a~qy%|pl^+~~-$D;@-Dp4*f4hg_2&ou*|AORYj7e+W
zVlu!Y=n|HxH*zed$h(b`i*2r+BN)nL(aoTLQVCYKA2|uh{`V6|l=UMStFVoKm@xH0
z1V|BqM}SW&q6(RI!8p&UVGLir{~;V5NMe`@;5wz~P2Wy&D`-||1DX8o3GLNXF_I$`
z7;a;h1Ktwx$VJcf=DgCytT~(ncX(jD&%P4lOXi9jT;4=ONIAN9?}G)wx+L|K`AnGb
zbXM)fjmm1&^oZj)h>jGJOUaXxxEEaYoAPEuWx(Y%3s{RG=KqH*sW3aPlnvpMnp?)r
z&AsLP96ik{ZTu>CmQE9SwI4*h3UYQ^EMp}zqo5)ehYnxdE)Xdc4BgUz;ci}ULwf|M
zB(Pa~k!KdU=jqr*@i5HvzGP~*h~*2rlwGN@3`Szeo+7+P5O(V?(Lyu-<zN$`h+F)o
zr{t#8_S;XiHXskA_hZ(Lf#k(2*)#+^(96{bJLOta34pogsbF=1NZl8tDh#-D;u-+!
z&Si%uuKbh5W+fyigiRpj1@at$g1X$SzpqrG`&5v0UtFw3m^lD~@KDg=y_jwy5i}sr
zzl?nf*zVZYC>i`9JDhaSHJ}up)b(q4K5HW9S0q0Bi4|&VGxe6V<#yJO9KBCm&S=$L
z#O2H&cD(wnTEoW=!D{Q-=dV(=Bc$~QKVmv?+$G<q;uqG|EoWWGX<h7=i0e^@txJXa
zGesl&oC5x7h2nwk-_FUooJS+sI7=`dsY#9wq>=i<R%>d8+6zn=i6Vq#Hw%2$Eq;J9
z53Nf==QcLmoEZ|CB#!p82S-retjLA!^Zv22CAyiiidz#wgv4&e{e5oQQp^M_D8jJp
zGfutr${Sfv*>Z2YsAPiR@9JCSS27UlD)>lG%9XZB4U7JpmIyw8XP6o9OmkCi4|B~F
z%moGb3nhIutM2N)u#P2QG#=X{8j{WS`I+}NH7(E>pn+vIoq4JdRvSy|y}Y;?w%oS1
z7wTr$bXG@6S16tmqF0EE5ayA~_=q4~C8^Cf&AU$EWF4wMZ|9!g!%tnuT5;%09L$5Z
zlxv#>UKqVEL}P_ODUvGSb1qgl`?vaODT|$7byiE;6h;EVCZ=2;eS;hFw>>6G7@sEG
zFH!j`ja(0zYBW4Gn<sdR@HZTAMH8U=yLy<Jf5GwHR#$aa7h8!1e8}_hoY*^NTZ5{D
zguW_1vIakh2!1d>)?ZkkR=lk!UrYS>6hfg?V5P-xzGnSSc~HD)OT$yEq^p7$wWWQ*
zldM$jssvf~Y&d9+qpu!ElnPp7$-GkgbtL~s9)Mhas(JEKR|KVH`GdbGoVqdjfaIJ<
za$YC$SdTcM^{?A14*8WthdE9_&E6qYT%y3xvaPQAy$!v(y-%Z=wB5EisC_rsJf9c@
zWry#}F<QTC*XXM~oxLRtV3enOQyiG`QrSe8{DiZi#YG&O0<JO*SplBj`_(UT4Nf@B
zTp<Xpfo?P?0DdZgnC$7g^0r+F8#L_sD)R*;*T>U?!E?idjX-wN($WT7(VZ|)k*YEs
zf9a6@>W&bd&+W`4_E?j1Lah?d{iNOY?nq?5d)K))B*yuQa^$EcSAB9M+mrIr$OFS0
zS73iGE|4F~i=EN>pxE+6Df~AvED0FaO~2<|-e_9<B8&&ANn|Ny*P(M;=pR&x8pa_l
zT*5RjV06XvgN2;cYO&C~U9-Z~O0n(1f?LG2Q{6&N8-k%YNRD}=&Z1f2!Gd&q#`1OF
zrx)Yhs9v)7^rbnQ0kLpFzr8!37tzqfQJRN+kh<!*HI=-6YQsCNe8`_xB1P5^|6#ql
zCl5XsJcB84EJh`77J$5DdvpC0(9+U2j!>P@DzkQ2j&wM)P#$1266X=MVaqMI(T!|u
zu|>$ie=4L<DRsolG*$RraC+rytkqyPB?Lk0iiLhjI;c*XFW5;;*FT9av;UAV;x@kI
zkz;aYlG-TvH(GddS_!GuOl!Nj!J7!Qgd_c$y#Sq0ns)~|xc8B2Xj@H14rZm3jy|>S
z3|2Q(bMDrsZIGr<tuZU_!|huTznNKU%wVQU8dqNn!s@0=jm$D7PG$~szpDN==_qhG
zj_yp#RF~4n&m_)K#e=7;Exb?&v_luQc0;-9$?UVM#9e*-DJ{FOS?9u&oY187XGamA
zA!Z@xUZqYhyyK%yixRWLRn~ZDwQDx$6uwV|IktvQ2#+ZWI99%rm#IYWWMNe~mNG{@
zh3KC!0&@BU|5V^hu0Y<Nw3e4&<g(?yg|x`c2sKa7JVYd?Pj{okc*eBrAcYWGyTL}5
z>*xHL;-k*?^$ka`y6>*$Zz!0xAZqZN*hl_IqEO0HOJyYRqe>F7zN@$OmX~52n9g>W
zq;<PakiP3nY+*}~Pv3)l<Bu#{>|@O22gRBICsU~eDfnC_<v)>vG6X4D7Vv=NH<^X3
zJ0p4uW#puv@w90kVTTwV@o!7w!>jr}4i+QtNH_=$Wmluz?)Z-|{r7S^KfO0+)uW*+
z<czO~s|@Pka0r0h7svCI#+^dywB-Fiii`2%4Ow2c$+Mj&(Va?UeiIf%95STlJLB}J
zCl`?YJRw2V6l5uuaZ>$?a_p!py&mOHV$>A0XJt)C$2nbzUp4=P1Ue)v`e=qa_y60k
zp*lOoTda&)RmXsU(m6=Bij4b(8v^upwrV(zShcb7Kdm6^&@Li;>JGp3o2ml~S+-)w
z^3p<2d00aoynJ=&va)ICC)Q~6Kfgex3`wQ#`cVzcH{{OLikOztjwUaS2B(_vEM`gu
z0TM##m-;u|IU&)Cql4a$A&}la^$WxsdC8L<K~;;NX-OQ`GY7BrT)pKjux`p$`M2lX
zMh6ADU80bT)I}~i73fX>RmT@He|HA!4d??ij#uAJ1fdB`GK*J~<@@BV@DXg7MrhR7
zlNb9-8N@qH85Dn|Uz4~X9F^LdS&?M!h&BhuT&8-_BA~^+T&th&W=kpe`GCkt48)qr
z1gk@TkD*E?eF3A=8(sv>Ohr{7+2As~nr|<TFG@w@Z$1DQCpk3}j_3P$CQR_$dPrXR
zkE|0oA242u-ldY#P<e%GJvrDul73FVR3qQ87@vGMHc~^LW*%<PliffKgJmYu&Nd-G
z@sZ?tk=z%Rb81@41}bCwMAg7@GN3P|XQ(AnZVOm;5@z-`?f(ftjp6)qQ&f|SyfDe9
z4n>M+|1Arj-|ehk$bIf%J0!?(-ePVNjx#gVvpyoByw$|S<VENXwawVdpBX~5QW6z!
zZ=TBmW(lhK@H7Gc-%`qy0e_|~cUEKt8k|y5cJUO?^6A{AfaHNw$ev}Umb<<plpnwV
z`}3jmxG}^Jr_uWRRb&#eJB!FYdx8)K3dh?ifRl>}FF4_ijcSQy@UsZf=N*eRn$F?P
z#5T=$^t{o<JO?zI5hpT>pI-Fj4;1`_C|&*pvibFB9pKdyZ|tnz{ySRJ>u-mhD^qcI
z8X2u()ohqD*7ov<!j-Ge9N6pxP)lN)5c9aF*|XN<e2!LIQX+HK;v;BjVi)o$n@iAJ
zHw^KT2Am92-)Y2iVVxeWSmyJm=gadYwg$!KH!)Mb<kE}Y2%lSIEh!^YTyRW_j@<IU
zU$EJ@U~)m#Y10>siq|^km}XW>DTR2U{2@RFKcX2?1G9Z@>E9S_O(G;jJsfBkG63O@
z*<kr$-R_%}Q~HGPZ`>~{yZAhM(c6Fg{HL`(d)H`pQC_-(13cs(=+FaVRpk^*Ts*Mq
zR<+^SFHmh4{eY)3*eH**u$<A`rx@Vb0Dg-!<o5D0lse(})2C2FoefkgRczZQz357E
zQp|9WeJi$0)W-Y}sG-m^%||dQPq=b-9R_&Uho8wLZ-N-^jMrqnicVEgcDU8wmJi>9
z|ErKq=viv#eMh5nJtjra(S&;*9+?B;J<YQI^INs7s%mUhQyC2}NlNKJo*Mdz`Y#_E
zJ5`%3dk{T|`FkD-etJ%dami#JHWTK73Tg~!uoGi*kvCP?fWnu`N(Z{BFF3zsotl=3
zOGuno>^peh?mL-nX-C+Ix-p?{;5kOu-9CrAn+UEuf>8qb-4<G|V{pb*K3pY2pW3j9
z6@E8u>9Gd6VAa5>up_FI#8dn9Y-2AonWaWRN_uqy^ny#4&$w~D=`w2kggDrvv`0b0
zw6pj$mGFlLGih3G4(_&#3vvZxV}t3>XR2rl1psDobd&4N3Q<B75p@%V`jBr=0W07q
zTt596h$s8e^yt{*@8%(WC?0qb+OpA)0`#I)_7wrBK_%wl6@|)e6gnrmx1{A=Hp$vI
z9dJ|2Kpoty@)UuoC+XSm&MZZ({=*?jpqjlmAhD=j^7V`!tzrjJ5y<A6N9Ic$Mto{3
zlv?x?l(Amuc1w6hCf(^<b)5LNVaMnz_+Gvb*$#>>yrA@&yt^)3hNKX5Lrt>1I!!2N
z5?iT(58D+ZK$^R|rT0cA7^eGfXWQO65=e$NH80hVErKF_vS~da4xK4qpiAcrzI*wx
zN56WkLoV>ZybQF8*KT?P3Af7cy{GqlVdosvz*{!Y4IWz){;)oGBR4W+#J?03JI~l}
zM-Z@oM7Au+4zca`rn@?C7pA&Bn7duCe9HHZ`<3)76)ZDn>jE7gOhBf8RUL|Pdw5vl
zi)A{mtT^;#Oq%daU?`%Jk!jkAU-nkPBXhU*F0@X2E#GA)gqE%dhwGAhKB3t;>4BhK
zXzuzXLNB_Bm?beblVsq?jJ4W#9a-@-m8{m9r`!DpxG+n&bmf7E>VvN3nO_j$#DPhm
z@4-q}01OX-Takx7NsK=E?K1{>dh>{9ZQf7Xhd<(4*4B1a`W%kEk7Q#pPggp^JOzv6
z*2HAl?zuNXdL8&t9qJZt!bWcs8zb4Xq+bya_r*_~c}3{UZkK&WP{T8vd8e-JUCvI!
zRr7sD5eh2kom|M*4|JGZkB~iJ;Z8|ny{Gk_A11}J-RM*soPTxomBXee<8u&7@#dL@
zmD-!=4KcF&DZc^uU$<Wc<;{+|CxrHOR1}rjR5wvur3!4DEFmuYJb@F~-!k?Mpn6eE
z=UMl`XSl8Ub`j&lo1_K_SI`do6{vIqM6lgyqqxcy-8<>`EXTVpPGq|V*8N1=YNYCm
zFnhqStnW(dSux{=n^%UAy=5hN5I6)>B`BH~bvzGcS!MRwGuF)c0-W-u{g=@^WO3en
z_(l&az$bU<EruP==7Hi?S5{B@YuT!%G3GujXi?q@HMsfH?W}iqe*e7b-`A0_xQCD}
zh2MEPA>tVL%Yw%rz{om4Uzgum4<a@&RtlYN{LRR2eK<9=?dViAN4J7}u}txe<qu5v
zVCyv&rynJPMCb}ccbtf6KCA(Cf&Vb!6ryh)So-+g*@-iD`!KjYnitZNvM5?Y(Z}aT
z&H)u9gqwOQr+hsa!`;iKB5&-UH`+CMvV~BhoNPuKyKR%yXwNM$xUO3iQNGXY)p5q>
zYp+MX0t9?RcqOPtHmulUi(S7#={)HX_@*N^drCC_*Q0{NQ(wl{NbHkW44nBLDH-{!
zgBJNC_bc3grrK(_v=<yl%E)W6rkl@OTtDYuIi4dtDuoTu?1?;o%_HRrf;Lx8t}p>9
z)*Q0G=ySclU@+|otm$oixALM70LzKP-_R|;73~|jO+4%84f8-?<eTPImtV?ncmiHv
z8k+uo&;2k00`%xH*0k34a(zoH)-R)7YmV&8F}1v61@yw+Vsqc*JfFOI7J@a0VJZis
zMFWWrsUr-2oM!=EHpmx)vu=2EDqvwN+OC&xzOvdkzVhcSqV21)_OEyjTCTynR;^>F
zE{$L78d;P$CHjfvv@A<ALpsuJ<3=Q&KDaqtlsCsM_Ns*bu0>8$OZ{H0s0sLWrs0+K
zR=;_xD}G`8;d)!U8(Nkxm%Em;9t5VU4e3l$wSVPs&i-hh|4`zm(}lx7%g+>4hVn5d
z=mzd>m(GB16u+`R%pTz=5mW9zzUmB?74VeyWw5Rb(XL9%4v#f?`^+Nn*Xc{GHaxeU
zgy#p?ow!_afiYl<&Xv1Uyf<1yrk*X^_*-G!?7+be?t_ye4zW1_eXedk`zzDj-a3zA
zs$qP0r4nO9{9e0a86)km@$ZQJM{Tw1L8tvb7!Ii(S5&^L!3PiTd&_<r{lx-++^E)}
z_2r}3Yg3k9`M%(>Sr$A6Oh|n9E35HS6)%&-)F<CA=ZY`SFGT+SLr&|aPX;uQzH{6~
z`;US{*PN%MiPKGhA#2{6Ed5+IDxcI<2v%@#hpI_tP2bWrM~ly1rf2o6xdJqllk00>
zOu8>_OWiLYzghD$NFWrG(ZrA)<ucv#{4decP;+2qU?8FNOX?gpR-qSdoz-)-9Vnd^
zspYH|v$Bu)F76>@TWmx3LgzJSn)SZa^;4F3PG}1Y8qJ`$KUJDqo~wBD+HJym<xhXB
z60xzqibILiiNmzOm2F%Vz{SZvmyC(&5DJ?}a|t}r;oSYvur-xXas4RUm|JgEt%fKC
zd9Kam@?Je9hcIPEFyZIaTP8p^+s2=xOI+`O6Ob&$!DQ3cF_Tj?i*}3LDdXpaC!j><
zbhetsx8*%vO0h8=7KM4<v`IUw*u3&d4*(~di;XdKcSqu!4~KPWz2(-=jbzr)cMWk5
zE7VQ}t%@$RP<fUvy5gNAz&ts3oX-6Rcf~Q`7f(B@8+4f9o+cB8DXEMs<6Zmk%Q^=#
zAKR9=U%GgpO;4wEr137F@_{gi>ub73=DvJ+|6~&PsZSNAmUB+?JvW1C#Vl{j(B9|?
zZF=txz1L^<xo!eTg^+ZJcsh%|%gTHgK3QfiQn*s25VQ!1KPCoVkhYur`wKUQsUCGT
zQ_r?tHY#7<-XU}AEvIv`^NW$Q#;16XUpzigyK~y)TVum^L^)$128xqJ^Cj{DKdDSm
z;_0Fpl9oOLnK{N4U?0l7{SveuF+hAJ&an+VPJ2!<a+{i+qx$wIxX<H2y3%u4a<O<;
z*XYcG%c~|}|JvP79Y#^}!kyZhxuy-M#;&-Lx?g4V_-1K299YxAZwKYUl9hQLPyo_c
zig=r`!eof)UGD16?C0I!mHI8K@;!1)wkBm?3Dafl^>xF`7GIk>oGIvsrdzqL;qW_1
zB*enOO;p`k+nS+fp?;&wwSB0WppYnie^E$<!K3pU$@GLZ(zQDcZ_^w;!WD5gd>e1)
zb?VK$x^h!XzY}dY?Fm_Y0x#E%sh#;XX=`*x!`t$F2}^T)vW4ns*XFM;W_rhEk7=c~
z+0=Fnc?Z^i`%@t9soP;M-Baqh%LJ*;5pSBCUuNNAsfVF%_ICWa2VDO~3b61gL^|gp
zxBBL~;5io|y4iiWI@kOQtV<5G?>k4hnPnA+iw&ku<fuL#`D_ftNA^VWBnFqP-7mb_
zo%>==j0MjvbWxC^W7CtVsvCk6a6jS@A0_S!DVilt-z9n65A<$Ar(8jFexeZ$Lep_~
zj4UzJJo|zR6Hb;^*fspy4Tf>pDiS87ON_(CIx=o%u-nwCc4Ww^<ax)w01E}tVifqh
z!fXQ5J7C#cy;ML))%?6@6<1EV?fGJ29SE6)(C*36ypD7-U)P^UvEy6esa=cE>sx0U
zdv_qI^6Ms$#F7!*-KS|*Etm^n0X|r|?+MdKnYR>&<qC7Ib_~5l9%5N?=0@ckN}bL-
zRAjbX*<f*d#8Z=y`K>X}QtPyyJSgz94*{Y<UqHw<KtI{H@Vx2bv}&2X;kU$!@a*vW
zIWu0*F;sK-+|`=;D+!pTq^l>LrzvAI01r~Ae~jWoSv^6-sT`a747nYa=mM919eShp
zxj#N>+iNsT7?1)BtgWg>;&h!a`NaA28@OTCto;6ugfskuw`JD({JeJ;clL0P_SE}<
z4lz+~Upxj|uhd;!lC2LTbS5iPj?N9H;VFZnz`W1N&P^i<HDvBiH>X5ib@641HF@nq
zW4|ph^~?351ZGW0Xb>bLJfUMG>vMYj>n9pj)!E^ayRNSpgQMKFDcrJSf=;tvkd>w7
z2MacL=;6{#QR0G}lBTuyrlVUaNj5$s=#0w#>x+|4yEHqT`}!!|c7|2aM~f2o?I`8F
zL?QL~f$~Lfmlw+{oG(9<rln@}z4pSG(iRkUaq%|7$VES95qGT>_Spb7+klSt5+4iG
z%#dDG4Vx@$rqr(Yhz)mc-NNS+GpuXXoEh2Sy@$zL1+3(*%A7@U5(YjZS?<+KT%TTV
zu;8l5D>+N*DVCKZDuj-4|HiDCj*>V`Nca3S<A&jQyW+XY!#2II^oYmf;s6k-LXW<P
zySO~4(F*2TS<QKl(Cve@1r?o;Rk!ysdhA`kLzxJnX0Etje#EYgcYP;JX(Q^Hd;4~$
zTQJMB|Cv)&=g@stZtW1(VR30aB}5OoyZfoFPj(>N^p{0Im}CO)%|SEBYQPV>C)kf5
z0+0pgijZc}aB+piZl6iForrEKB9_ZHT%@(bmnh(C19Sa8tt@@(eG-1aF_LCMd5r>u
zUV~D6plxt}_qMyB*(bn>p>G!$Ze^7=vh=Qm$tW0gi!ZcEmzaO9u_?Dz8unL_@WvUM
zwSOVrb@7b=OyX_UclbHQ1O!Kwlc^CBJARhCCovqlvQrOymk9hs`)(=|;C@b_ccs2|
zc3;+=7uWv(U){rh^wrg6>x^>Qb~+D@WPs90uJsuP5M!@K4~5oaB!maK2YLfY0i*Ks
zN~ghTdpHtccNse^#FH2|QXk8CncI!{7Ywx8HSgZ7vP;wI;Yjy}^0`(eS53QZ&CShS
z6cgQE#^~`{*k^qhE-NSP2Q)p#(0JQ<m=Iab|HxTxp|TzBE?1&hMsUnW3UuKKxoZS$
z;_6@+#w2Ga)+S+&gi9u;oPhu(l_ap>AZh+dD2{;Fkrtn+jadQzf;L%^l9`;)Ked6s
zH;9CS|AHxwL_ogf?p0S)>j-OopRsZe2lAM097;s^Z&D^eu0^Q9z1m(&a~@S6u}Be~
z8T^~%^AqP5le~P7gvKUyh|S-c6*HG~j9Zc}mt<^bkBWO74@<BI9&-PsdwT{b=8(rH
z%S=H4hqBX_b>77?XLokIYe7z);MckEmEzpP!+fL=OtK5Q-EKn*zoZemfZ4(_!D=k{
zt$8y#@?@Y{L<2rgpcL9v){YhwZ>gF0P`t&mSK%Xp8G;*9w_=^`BGo?XSm~>)=;=Iz
zA5^dmO~8jJ9_elk8>;lXW5P=LnY|=4SzjVQed2y^v55tth3PKN4TJBA#ZGfn?u^dN
z^;s8PrGPSmo2_=(YF*q5eiyl=cxLbfd#<U%EXh>2spwOZk~l9}NlX;PmMT5lw}MOD
z6`v=+r8a@JU9<X>;najgZT9U7{{o-9iXwr0f=oUBvPq0QP8MYn<VlsCOI80Q0L7VL
z>7*?Q3;jZ4d`b_7FjM+Kwlb5%;v|!=uVqJFOJrx6(tR3{9eX_rQ+AkDh>s@!I}1O}
z9>z=!?0`_7uxF`RbQ&Tv2gS!W5mKo;|4P{bZbx9Yls|%%9DE3st}FK~YtO|Lm2YAj
z!c<5`ZFMuhe5%{*+|ub019MT5u%$8%?B&5yiW&SNLT>g=!a+e4(>NOTT&>CodnW8-
zGF`0nwT#SQAaC~n`g4#fChcXFC3YZ{k?q|cUOHW}<wZu@CwI>*3Xiz$jEn=*G&MYs
zPp6RZa6a-{XP36T&h0LL^7_?zo2UPy{@7l5Zr*gBo?z^ByYIE+hJ863bLJ}>|Iddw
z9!<^t9aX?fG^np-3I%CMtIyve;Q|RZFT120mmPjdY_a-mtsv)DL27dIiCE0X_oDK7
z47g>QvEd44JM9()|A3SYp1jsr0iI}`xHS&$eREf?bqrd+zwg<=fiNQYGuU_`0zQQv
zA(s@ek47uFxbdsm;WJsA*Bas5$|j=6fMO&#1@NLiiCLsz{|Bf`NazQT0SUHo(UEB+
z*uPOf!G!W|m^qu&c4y9R@%Tq<n8V%B;DVQTX0Erzz><3=3TxK#J3k}x>O3hi7zbKO
z&=`>XJO)(#0f**ALtuJn@nT!5A<a3eWmZ^G<87>;-*FmdTS*%>(Lzb?w4Q_!PC?ls
z=NMafj5NhknR!)%=R?5c*lGrhh%UL_z;((IYLJsIT2D6aZ^D=r`VK_c>pN057^K9g
zfJr5VJ(wXt<qSsZ_))|&Ootjq^MS6(TDO09*QsLLuA=+R^qS6sDzz#mT;bF0QG5SO
zhGL(2Gg^bDq;!u@Psy|k^a3c&4SQ~A%EPrcZ|TPPmQD@M_)Bb@X^cx8fb#r+HJrRt
z6H5<cf*;5PiJ-sA#7iWy)W<U?&~r1}Ty;lOmD_-7(Kujuh3Y{j5hR*&h#`|hHd(kD
zoSSc=jjx)cZIevPteY;UuCzZLGntW)%4`Ss#1Yoc)BPID2@}0ci*!Mt<kt^$d%m>P
ztKff%)8rt;v3*hb;;Y%YcW>h_-e>e##bY%SALn*GZqaG?$>12DtnFG%s1F$LX;-pV
z^gcV-x#0R|v>lvXbhu^1kS-GK_t+l<oA}Q@a8)<N+L*O`bQhCiavz*T_1Y9~@*Juz
zvlCX*vLStQR4FG@MEM;TLjf3e@Gm8wctq0QzCY_%vVId@yXPT40nrY7fugAmINrm)
z+Z?cATiDQX$ldCM;lwNHIub<ApW$nUrkep}k4|FN^#6<)$yQ;`g~>%BYC4Jhj9iEk
zU#*3~SMkpO&KjcKkgjM}ig6S~>|TIIo}pPSXinDj7n5^bjntS~?m3B3l!%Q#$ifb<
z@;xjKih=L?Mb|N3F>D&yv2Bq2kQ;K@)0`uIcwBEbUz8^QzsJ!;jhlI7Zm%d`!o`)g
zB|3{(6tYpd1Z#g<mI|06{v`~0&jtVAPx^x$goo#_{(>5va@Zw{>q}sRxMUl=PfZUb
z;g3Z3S={h+BZ30;FP<qx_79$E!3U0+c*CW5L)%F~8@O#yK%#*)OeQ`=QBtOHt$^Dx
z)hs%sY2*6(8suFr5}inDYrzjGnEFLSg<2Rh7hTiVMF7}GSPUu^!FWLCf4=S-HrfwF
z)FNr$+4$MFxOhcbE47%+D+GzLQzkcX-74mR<2(;B;h`cTBKaUW1P?+Y;moKI4#Uh2
z@>pCMpUM#78Nq7o4EtM_ge447scq+Lknps(VMgRMqWKSRsP0ny;-8VfPVzj=^1=)@
zt%%5uj@j#(TN|YI&+RVV>WKUm;pU^qsv(Cz&|&4!JhI&#Mdu$_^JLcL-B>eeD#G*?
zXN73eV~F$Nhcb&BCV!g2`q${4#A^(;T#_Wi^CaGb*s2bb5DLoUlkkl@IOU(2tGn@W
zLLm!2*~I4Ef70py@~H)}*Wstt#i$-3LGJd?id?O}A@eGC_A3gOF({+$KD>$m?SDc4
zO<9@Ak~K0b<5TOR>shD87A+`}^h8dwZT!^f;*#TGN~zupL|?IJqjlyz?CI%Q^TmS*
z0E)znD?TEUu%>}{G`i~w66Q1C@1LeS=F7T4<K#+KeWiLtlcAdeU~3Z11{;AaMz$Nc
zzqG;kr{NM?_hReYaYghR`~abPaHp~7gi)(E0qVkpQQ*wz<i1Irk8P{Mm_u6QTn#0v
zM_3ggW#SmUp}X;w<jvcrWTfYR1-IjljlC7|`g4Sw_<{6kDg6t?TE#lXS&FI{{bPT<
z%j&hDgLFaI|Fp|n057XZ>Q1^)NZ-iBmOIfR%*ne8v6q5$KCq`vqjsnDQ=p~Yw80OB
zeUhGU6%eYngd#=D*MgqASZJCJ<_W?v>tf%i4NvR<<-Gy#C7Wn*JOz##>h71i^;4Ng
zFe7+9`+pecP0bt2rf2W)M{dT}{>V#RP0@;~(&n}oMq`C<!((s*N`Rqbt3Mxsrapoo
zp0TW`2Y;9c+E1_zH3lO3f3{&Z+kvd~C;smjiyA~C-|yt17|+Bw1F8$51<TU}D|%uN
z_D5~$hb(PN{Pp$2>w$-wiwys-emgRsr|Oj{^HE~U;Dg?M*tU*MP~8zp59EAHV#)|*
ziz&KAV!Av5ildThJYkT41E9!s0Nk6*Q=p-UQ0+#FJc&h0X4+mK!^SV2FU_aPFUvN2
zA+H$vXm83sCp0Z&dQ9DWeiPg>NM-i~&65mZ3%<(yJ@sb!8iF^%@3BFTtXQ^pHo=F?
z2wuVl{##L0WP?bWE0{qceG=dduaOw%gHJSp&ho6vGT>?6Cqb`{Po2kT*B5Ax#%VPt
zZhidcw1gqM2AB*@^zR=`$sDNH_W*g;gI8JrDk@g=J?M-Z$P^<dFD<w+OW=<cUp+WX
zFnns3Ooxvlx=`_t-f<&dX_@i^Cc@nY|MgL(Vz&k$|Crk+4*W&tLmz~V(eC@~!mQr_
z8{k2jnJ?LJK$xg}<WjmFaN3wS4O`!hEf6x>%Sm?7kqk|q6cJRTSa16a4xZ~tl0L}Y
zI0gP-Lvsk*wyUM3*7{qwYFE2~82H$tAdYFb6fKIhRH;?Wah$lZ|FolFSCtS>jk*m}
zcv(BC1pG^;vy$py{3(}d8@$@}l`s_-cqJ>;W%!%|6c!G#3UQJ><A9>pZqWH5gpMAf
zfL@TUP(q|l{v$zYm(vteP6X{^BY-(j0a+*JVy3g0?f#0QeaW1t?>e&J3x8Q}NZT(u
zfE~$U;MZ=$kWS{L3X^7wDpZST&Re&<pyr;gLSjw^NsDu}j|*MQ5&?9wSjP#M*%2iX
zhDs4Xb7iN<vCvdGrjMCr92;37Db7yL$OG1UI!<K>c@Xw`bm|$}p}YAa$w!ngV@K?h
zOS-=P5{ZzR@8W}62o%#YGQtvxNh2!+`B7y4LauOQvc(69ci<naw}_R66NT6$G=wxn
zD4{!e7`3XPYjR7lIhb$G*xDgz2{|X74`7UL_Vb#)9RH)2(d!=&k=W{K5K+;l1NT0~
zRH3t32IZVH*So)6>4c~FN^c~y+upCY<9Dh`^Lvy+Nn`q<3w$mxJIvw~nU<smOm+8?
zf@5e;b^D|02{}W#m7E|k|9_6mXXEPFe58zgH?pUk44T6>*m?!CZmynHxc-kcYb6p@
zv|`}fwz28M7XL474xiSWwK4DKpUyzwKmnC27~8!MUOgjF{)4n&Dq}yF2&R`+aTB3r
ztnp6V^k-dkN(Mm_$(jH8dotE};>6|PEdEF_I?(Gfq!Wk1E0ha{D?(E4R@7m6R@<m_
z(Wdu7{+{M5Oyj;86IbhRy|EkLPk&MKxw_j>YHWH{|6q8hlY=Ck(nE=f&j(f_Us~%`
za8L=`*-amH(P7$Av}PSyv49{sZsr_`foPmGIeX?*`^Nn9I8`)QK(;PPSP37)O-N}H
zb^)fJkrw)4y%c&>LPapIq{^T9qMxD@m}(3^5Q~M$u3^3<|6f~6CO#%Ercy``!KTk9
zyuj90XGY86gqX|~ouU5v5!2Ef9D$F@>C`M>{xuTrdH1H7X}6|F>FCa())7d!>w#wp
zXsvWx`mmIVjGqCC)8k+Dw|{Gn@xsj~j4k(9OvbIMk0g9KEGH?16ndey?N?C4{I9mH
zok;O8_HhYZ7Q@PQZajTCbUJ3io!MGsKdutXjs(zV9tk=+`=h@c8OB6yT;TJIU(8C$
zKMX|R&j0hP(vB+Hq9gW~!9}HYrzv$j<Z_X=ciryW+YIo_QEjm2GlC1T(NXy>hD&6o
zEkG6iK2x(<%>{}ko&9v<G_eh<T3TZ&+d-2=c4kbZI=wh&ksj_LK5@R;YFATJwI;Zi
z<kjpQpK(=AtB*Z5@Wb!Ov;RAw-ZXyu&uj2Ul1_Urfy!0uv7Zkg@GL?<2k<HiYy=Lz
z-m`|Jdn3u7vkSGv7^(!9va(iE2|HXr?8e#a_fKm&NNincB64+&<pb5)KXzM(YnJ~s
zWH}6PDsa#FjXn{8W&a2O9|WMIAsP^1M>(d|8vLf`_OG6|U^VjgcboX9g#fWbocRAf
zCEtGVpIlq0MdAW}z_-B9vl?#WpC;S?K@cK=^UaF=r0AZ?xKkt|_Z@3_cQa}~2S#RQ
ziG72}sxp;xU_x#GjNpGHEf+h}ndwDkCM<LpXIN%mAmb?8=Ii!h-W~1GUUlI|*eZaL
z?_*TfUji+nkzkFkU<3hyfkAl^z?{9F9y94wfbD3BYiX>)l*72#R9-k_KB>klLot_Q
zI?g2>v+&KGWTPo;UIIwN*}d^x!}gYhT{lIwh_&F)#BU%)cFA9e{*E!vL>t;%VYyGS
z_||_#oxkzS@R)%DNN_GQC-h%Tgg=jxX(z6Ej1YeB?2?A)wc+96X@!O6=1s*e?KRO1
zU1safzjdneFJiM6Pnr{UfQ2O-=OZmKJDKQ<FapMSusVo740dlx%1bRGQKkb6Rk~rn
zt9Mx!?lF1ufeJCgYJM=&A91aKPgm&^y8HiP2Z!juimqwYH$6+$wQA@?-!_6Gp>7Pq
zPD7{0ht2ScJcP~e6_N}Lz_D=sX9S<dJHR4xLtg$b-WSzu^e<;dTA;)=5VF{a`g2^N
z$L+OlX9y3XNH^<#9@4YQoY;<&B-6S`asR(L7PseP5(S;6*TBJArr&LS0XXmT*Ul>I
z6H-N&?))^N?!`_7>Z!hXx~MeFRNCff-v;_j|D325Y<3GL$ZeSBKZ7J6PfZ89#SqE=
zF`XpxR17Nh*_eK#v-5Yy@1JPHk72I_w3INBELY!3dijv#Vg}e7+50BXul$PzAd1De
z#USOFS{0VUGSgX!vIMQh#Z^JW)AZhLf)7jfJJ4<)%qz1jNip~_%f*Jz0~k~?|HS#~
zfjLOmrApGXM!dl3_i_B_Z(A~zTsEGd0oq_z=L^1U6T@<Kk{kNrr<I~dGbv>+BgV(m
zX0aR_P}5>`LZphaPSfqhW6+%ph<#D|5;mg4_}j3iD49F4^+NP)sd?(!A!<3M3Marj
z;-7NN7qm2<UVhI!PxAVr3L~I*VHnRz*F5D)gozD(c^Lh8q;s7hn-qfiqFk{MwqRb0
zlx?vA*dlj>daez`DL2rNwy?sJa6^#iO_QW~TD^n_&#P4!QNgr!y}g|b9-sMoa57>#
z)X_J$2J8;;H}Cv<8qrPW`Y5{d{t%$TAEe6?iO(hEU)uK8;;usvL?kHv@WB<HYYi`A
zeK}3KH28j|04vj$h5-QWwtMUTeXn$Bu3KNbIZny;11Olbucz1x(U(%v7HaU2S;OAj
zYbqwr+XYT`e0WHcUZKU+%L8b<Q8wW1)G&x78WwEiF1raB!{|ww&HVS6ng7LdXg61`
zPn)-=GJeZ1l(-)&Y1M#w(g0A6T=pVl#8)F|yjMJaZ*(>q<jK^UvwW_5ub%11H!=!8
zHVb2^mf0v1XDJeSD?I2r`-5icdlD|h>z|*)_6w?{(T(`O7*hzvNeZU%WG9TwwTY*W
z_V1Z`OE%Q+$wn>%fIKlmLQ6)`qthVWQXrL)V~&bnLGzo9?+T+i2G&!=@RUzX7n5`a
zijUm;T<vRQ2jQ&5uYWR(`NdBqG-hAr`I%d2f@htXnxDJoDDhYF1X2i<9V)>hfcf0w
z^{8Uu2}LWwdY;WkHkm3c*c%!NgiUx(BuH2s4B5ymr2LDs@kH-`o`|jyXHgS%en)r~
zLBVpoY^=ySESMpyNlrFMjRX^-Vf(POVJj_q7f2t;00vCJS#bl`FHLc@^&*fiWrx8_
zPV$)&p$Ym0@PZo=LG73#%u8v=tun!^-=)RHIRX_7-KKt~qzHDSVt;B&QeO#p5aY^>
z#(!d3%5JoA#}gOV&a6_}q0$b$HZm7_z~HfK>fsNWiV4%jJxB+oA~%uWtk9zi2uu61
zP++v9%QC2@mft&K^UHTy_QZ&rH612}pnrko-OiWu{&j|WXzHZt;3H{@;Ep)J%8~`a
z&z6{Tm#Mo+x1?~RyH6WJ(*`*dQweyS7dI|tv)RbfilbBQS9U)L<3LAU#lh9!@n`(_
zIet`8k_(_d@hLz1w1f8-C_We<ecl4VgGGk^K3B1kr6BLeZ>3+=ks=|&f*ca2M^8zG
z{?Lz$39DP4KW-~*az4;uc2r8CNsO?>BOMO?joKoO+q&sjeot0>zto=iu4#kZ(1sye
z-xr^<%*3Ix_^vOBdk5vd`~(yllOcacp^v5>xhOigDAM=;e1gtUgDbUX`J%xA6yB-V
z^XAdDfwLROs4CU(z#x%+g+LVjp8@MOcmZwkbr@M>;IV?6+u2utuhI|rFc&;5?^~+0
z`3^M1reCR#UX8|e``wuOlD=Q%qviOcqdDd`&f9s_i#YW{xzA+}H&zf9^^USgehV~^
zL158vfggB0PpFFL9LS!L%y8Y>h{<wQFIhwK)#vJpjlRF0G%Q3tF(cV+nYG<%L{$_z
zpQ%{-sTr)4QtKe&&gyEPH*FMpyUeq;w5{5|-yAYUYooh+0#0EQZc^KAe{V8X?AsGG
z>>5}TQYc;UZ#35~<W=G)P^Xt8;1e}e%G_utUm9`lTs%NiTfuYC)S|P%>?BAz&<}8F
zxb};jSZ{S^;F}!FOZU$x_Px0>f#gclruEhxgSU#0{{HoA*GV5UbugIq6KE<BOzIQ8
zH<vGM1!?-*lxz(0Vz-;5W!RPF^NdDqS;-N2-L36ITPJ6M!r3(ok*YQJ#T-#t45yT1
z&kh`FxulsywJNhwyAm1_!uDy)@1L5QGg#ONv01WPq%yVP>1zS{Qi_&lkg>w@hKOLb
z1G6afYopD3DEvV)SnKf@e~GuEYGNyH3odsg=HIC#dCYNAzE@ir33QTAUBBmH)mv3U
z@SFx0<0C+hA|n&H@QSrFToW<{t}86qF8^cxkAx$3$9u)i(si$>1~zT955!zG3(;IM
z&9a+o)RiEBfT}k{qQyxyHTZqf{z~yRm0weSFJIs|cKegjh68UR;j=$t%MB>Z8*6*q
zTS(%GB@*Uhk1hr#lkuDVCsw#qM)O2s7F=q~yp$i3pWIdDYV}biuS=pOfJ3c{od`ju
zme^>>mV^z0R2~+M?mDHmd91!14|nw*@C*KBtbepFZM-E#0PjsfLm)n|CtPm34Ze3b
z^nmk?F^!IEj?uH@gZ(POmN&R;$Is>CU?od2@`-1xoX4nLfZWpeK_$nZzuPd<Gi>GR
zk)B5xio@&b%RgDpr2RZ<>3}i93^I}KZ8|Q1UvpGFW_QJ*pR?}mk&azqMMZAireJK^
z>03R!`2NX7NgsR+p0BGdm$W=5(MeTw`4pO8KF{j8_zEMTm<9Hb`~#9X5fM1W-MquI
zaH3(U_%qc|qgz*X??h-&1&;2W{VJ!EYNf0J=F#JU?~xHYpX6RH{!FHHB|fh<BY6Hi
zYJ*ck<U&Cy95Ao>^ZR6&3k`6Ie$Z8Sgl|C_31&N5K=VWbUx8lISTR$P&&X1Dvq@%*
zrM$zm%oO*D(nq96`Jv@G!_F`FMh@)(MW|y=yMro*BiS~$&>){SXN(o31x7b-6LYOt
zCnUU-KV|@3u`FzFSL3;<q9OU84>=}suv)TH8*D_j-l06ufix<NMVuxl5s8}_xB8wt
zIS0uUmW;9O9laS~EVa+%KDR=#g_jRa=!=M+IB$RbE`~tZHh*{U8FC5GpsC2x{K`fS
zxnS0zh1}Vdv5fK1j`Z<p+|<k%DO%g@RSMZl^~Js;o6!h)y<%x~O10If`(YV{u37S`
zp^idr(5Z>qPBuz+F12CyBjK1c{nvCHC{JvmEBYpP_)<b7@d7!^x`c?#SPQ6$xrRyv
zI%#3`rG3cFYCX@&96#G36c}BMy-IrMRexSYHeg~8nZ{>uVZC^_&y=c-ipG<Y*9t1h
z4BwG?rzZJIfU?PpShZR8ku~A?MGH-WvBEG%O#r6X9of?-o+TY)Y&o;jYoH-?GK{0)
zM2oiAigGS19kOMzXD5zfAzG&RbC_tdoA4_6DUGT=?A+&^MFpDtc93b0>gm(3k_ZM3
zo1UHBMT_3{HLN?Z_p^tl(3R9Y)&;k=fjCC6?7vn(If(+ipY6YG6zwS@Xh?~Jq}!sq
zL*(1Xflm(CYnP6Gs7AVe-QDcs#~QT2p|?OQ38%ddpRB|czV|k=IZir>{iu(#n`4r)
zPv#!60Dw6gVJL+mV86DFu4{t)ED(?BcxZKQOJ~=SXXuC8p<;#`?2Y$xua1r4;Ey>I
zAyh#$Qq&Uum<1_%Vk_#moT;SdmO#r_jNX4srC8ye?bhXNVJbI$9FPQU%J3Yn#M8aF
zOz|Mt(T$U$X=$!kS@{(JAo<!^qn-~c9r7POG<&Xo2=Y{qe|<M@eP*aBahLDSr4r_K
zhY!QZw_$#kI3|gtTsz@ol{40Yj)}@QhxVH7ooaasCpy8ecjV4C)*cW=r4rJy{yGlt
zro5GY7gY}V7HC=>e?=M*8s)VJ$FJd&+ejzX1H_neWTLl3c?gxpMnW}wSpLAmv~PVk
zlWcN%^;c~#J7L@@8C%?{%uau2HqVJ1=~tMl<D2G%<R4Dvf5FG1K^uR3AvOR?yK{w)
zQ!I2fQqvUrC1a8CrYK{DcQ&qHGX>Hrtv;hINi?Lx{w4}XQ6Q@j9Z|c#b%DtK(wDOr
z?-}_LTYk%8vt_C-hj;c^<)uyj`Q7v^L%&y~>qYcUhng=&+lUIoa2IrkCKV2U-;G9k
zfki44#;2p7R~#zYFnAE=W$+XDS`^gx!6#`ty!l)IV*d}-+;mXr41Ss_$U);oZAg7(
z`WAlI42)SZ5#N5h^v%L&JF8F6swN0%!z-i(95b)BUf$%N3JjK$;{MVt{MYTd{Or`l
zM$alMyKsf%8)Yu_)+R_F$mosr$qcK?`PQphcUJmWq9U_E8>QOj{Q~W<^koqBmTW#b
zA_dQ2wML6iD<4uJwqV=+2ney^Ty7b+vx|(fhkZcR5dOBOr1fn`1!y=mRtbklwqDxk
z>^r<29T@62e<8AxoU@R3?MA2Q6SV^Kg`8V2$08M+G=9>h6YH>ft$$N|9;sAva&l_@
z=CerFn3Vuk!NTSyNR%2iBwxW_KXEpz2^GT2Dyzv))yC};+bOpMIxR@e7-zVWx)HbT
z>5b)0)vj3h_N;?$UA7pY`<o3E-qfD@waVn9K@QM=#&K)ruu-YL4Iin5RZW9dVi7Y*
z?n4U~e~gd&yJt$?8Z<@ASosawkO}cvui8!Q^j?!Kmcby%UCbXN665pStobzI;@n7Y
z53Z4>JRuHGP4$kw<Po(H9u-TEq&4xzorAM>2IN3R`}p|pD^b#*^~8p-6PpMHLzXd%
zjp}$^s+C}E@ELnO8WoFtVT~o##<j#QULE5@r_o~mxK{B7(Z-!3p}TqT5oNsodi@I<
zyq%y0!$;?~9;2%9=V3Yif`nfxnQ?2RelOX<)v!v+WdUPJ8<QE|_colqD1?K&Xj8T$
zJtW^fL(ml;QG`C`Y$*Rw=440-k;Z;2@F?;-x?&Nw@h9uaYA<uVd0LbO^51HP9|9xJ
zuQN?s`E!kJ$%be08r1B<hOd-77!ki!Y{hHVwVQ~cIXxp;Dp|^bm%?B5p?cFyN~saH
z$VY^(PPRx0_LPsNV72Xnac9Q>-BW>^Kc>h(*iJ!3gBH&fGk}k{Vi(!z_Mg@kP}yV!
ztBkrMkS=2VyclC$R`tUZ_Ii157F0=Lf6JwwBhkBc@Uz%P{EkoHDZUal>|ksJ`z>8O
zRJ-~>l_{QQESw&OcY)3miJ9y_-kQRpE1@RVC>IRQvh|TFM}OV^zO?2vQ|x%jE+v@y
zJEer=Uly02SCot`T@e22l{iO3d1<NC0v0x2?9^7V(KmAv>V>G{I1XLCwneO;p<Ro%
zNhh$AbF{z~-n8ti92Jcz+P^O$@jKqS*J0Pj>`3EIqYg(IEV=3qwhoF&1*;#A8Q@W?
zip4+VNJ)lkK>B$_u#5~Z|DE{AWih$%!W&qI;k?&vE?7okuGBnyWDRo}Ur#2?;-|8+
z_%`ThM5$79i3n7T+;t;wvj*oIkT>#qyWF&Te}<Khj!iw?=M$3en??Dgjwk)Xx<z6J
zTv=Gyo`^Tf1qDfBt@bp_rJ>N5O2h(~419dBo1Ly=;<VJo3@?_nv?i@xFviDa2W=@n
zvK<yfmmQPQU;TcIo+Ca7x1~6b8}o9_;;zpGqYJg6{AN0X0$0i70@l_pG5G5ngzioa
z<6$M<_;dD|70x<hqcxfNqWH*hB0P*0mv?mrshz+|<P3D@P@WJ8@)g;kK_qC1Trw-K
zo;3-^ou5T^9+M%L%+qsUX(90VdKwzXzAaw0YX5y6SrIsARY}ZU?mPUECeNyeZ~6-p
z;;ZQ!LAK~R)~B4kbL`6gHsfL_r!j~1l3G=wtf(DDBMo$+o4^@RtX>?I*o?kopa)#1
z+W2$8v&k_WZ**}@)t3h?Hw7f|OXN*w-w?0mzBL}~tW8OU-fS!g4!XrAYLLKB23~&4
zenINniL&%(MQWDEvAu*=MuWB`rrs=i{(QPhk;l?-jBbYCBw0tsK3Z+}PlJ$eEL>44
z5rutO#D=dpZpK$MXx~+0n<&A{ph9bAToT~OHC8*S`Rt48S1`qp@m9NE?m2LVJRwM}
z0XwjX#}{g*$W}YyoE0{;J?94*elYd?5gb(SAMQ`>#J8)9B^fEXlb}Y5c~6Soe@Jm<
z`=d10nXzd=P8MjNa%J8U2KKzjCgIn8u7}3H;PrUfS2L-=q2x0Xb5s;7h(#g($!;eD
zA-iB8wNJhdZ&&+{QWzP^VOrvDPxxC)AK0xC#KLBiBmIeYKK?l5b@;n4RkA{C3{L#I
ze%uj`urqKx+@A4p5kDJBE?H_Dwm{4DDh%JRu^Mn<les>-zf24mv#hB!vpjmDz`a))
zIZBK#Ae5_mm509xzju{RnW<GK2di;hju%@(Jw`lyVU2F;Wquj;DiQ3DjJR;4+KZ!P
zr{-coGZ4<y#fV2gsIKm&D>u!=Ws_R#@j{I>zBkQ<Lb0o(Z0mJRehat;lZq5$%5>p6
z3#OMH`r_`=TV4dWRL>oi_pr$ojb|zJT{l{v{5=cx%kwp8m2TAcXCa1udz<wu;P8%~
zQ7+IY@=D?>qYO@OEwE0*2xpiTI`f1Z`yzJ#h$EYd4;W61zrdGHAk!%W+!E%xbC-zm
zJGWenLI-C;t36_RQ#c~OeTcxpH`HmlvUv?!Y+}JmZR9oBH2nJq2+O2Iw#Kdh&De4f
zz;ZRh^Gg_!H^E(jpX@8A<JkV~Cy)qUm<@TVMLIjZ%NLU<C+hm)gXzIn6#*BS7rc|z
z<&&VaOL>{y;_&;;(bw;uAyTsA8$1CHa9Gm?rvA`@M`*e3f3y&zyBTlfo+IN*gzO?w
zaEyR;wrp<^HMtIrJaBi<qtGXv#Yn9kzMVcY6aAPp6Hi7wfiPYgO{nX~W%prd5xb#0
zL&b0G;%zYgajsgm2E4m#?=rUE0@YCc#SI0Z!0LV*(6M%snKAk0@cb6(6VcPvjf7*w
z<M?xwG$E5A%_KJ|%IHwDs%<L<fmlI%(Vj;sqU$>^4Uh?pTUPoDn><V^v{C*AZk?vD
zu@V-tpW6MpJ2NdB?WPFaz-*g}NSc1^d1N_~j(i#GCAgw>8xg%@BW!pEp+L9eo-8m8
z)S#_7>XPew6B;5Q`xT?>9odMRYe$(IF>RJ{!`{kZBfiY7b~=KM@JRz$?>rex4wMNU
z*{WaFqqP&>Bp-#~erj_iNcBl(ZU7xIk(g$h_|W3!qe~1BCa-6CgEYDnGNuZ_8MAK^
zVkBIbZ<@4s2AbXI^3cUff9_x$u{)a6o@KR$43#<R$7oH*>B_o2$-O$O?S<uYailj}
z8%SE^jxV~7Ql2}IwhyQ5rw6QVjxl<{(@VQG{yNW})pVr~`qxAsb~+YogwFN7u-uy%
zl}*H%Nc{oZ_3NqQhn3Jhlh$`>Iitk1IP6>sV@y$kBh<MrZD$JQ2`mUS`RRJLcqy77
z>4Mm$=>F^pTiT;N<==}ye&NK;7~6w{WfqSwHbZnRX~{L5G3t6wbt<EK!y!b|NsIVY
z0?gfk%ppz@iI`Ki@Xb+B`Dm@#`&grUrAk18U*ptM1XQV*3ebka!0*}vtM?P4=FP7B
z7ct7$+~qK0@qRMOxXEXE<;X?Mt#|VMJbR@Tqjp)AAKdDGl8o7S?A>DtOU9ckXFEe6
z=upRt-~jOZKw;HtHb_y!NLFlp4A0EqH#lsa)(cTgeR&MN*vAkk<5XxmA(7#nBVcRW
z>JN{mIb|Y{5n$j^_!JBQ1ITGdgF*Vju9HPB2XEB!4An*54=I{D@&v6nddT?n1Lm=9
zy?iehGXsw7PNG}G^3Q#U^lqHUCo~ZdzQpfF7nOFL<)}nkd~}88XGBJW7tr|J#_NC4
zhGaih23}_<1U}z~kfAB62B|qCUsqsH`tfsmg}?T6UzcB)>}I2Jm}EDY8kp**fq`c+
z5vSFpu>4)gEeRBBq#Rr?Nvkj;_7IYPxXf)O6r?r+$=<{#&c5f(LBxXJHmB9HjgB?%
zDa6|9(3$OeuN`5|h1XtSv31cfSa5Q(&QV3#`nXYV+Ec`RTJ5LJ#j@^Z%uby;+l6+^
z&GuWjA)pnCn|$(0*=OXdpU@oNobklK*Jl({VSxw3c5Rf`pl!4`UPg5GZ<1Z`UrwQa
zGgSu!I3&OChP>n?4uqjN(j>tF6TKSdQaM?_i38YY{OOueUIHCBf~G?@MTQA$@AA&$
z%}(EFxfu$PR(ZG#Y$I#(5or!TzjMcb&0EqY4+xavmKmeBY<#-h9K*5J@ogRBEJ;Xl
zPx+j`JUEZ;qj+;XY=DqFOj!3LOQd(%e=u=(Z%u7&BZ%UKJ-XZjYKmX2)SyX%W(50N
zR|<JqeuBh);|f;=f`V@0iuBq$SPrSc%#U|m<RUxl3w>JTN>AWsZ6VRZ_U07%T?^DF
zFWq>0da3l@WA~7^)1e>av#Ra-a?8D^*l?mZPeeZ^5-pUC$n`gE#LV1Dt4|+NrG=8+
z5MZXFQj^|@ezJrwJtHP{<=*l*j#DR;kyitrfZG(A9dpCO$#0Q&O|vWW8Z1YVAhEXs
z=>_>M>uRg3Mams!+AeS><mG3#6`Kjg6q(5<%)@1Pf0Mk;wwdt$Wx$h+YfZxHK6nn3
zM%grRa$TH*bL?+5kVcLrh<YW1H}e;Lx}CU!mGZ<4AHVFAcb{?KWag1Y6W}FD9DZX&
z>s`0vj4wR?N0-Wx5MQj~^H6aN6Xxj0Y<k}kf{X%J1($guF&&XKzn4=NepOViD#m3Y
z?asez1IPV3u3FCQsY)Ne-SMRr$p|qE&cH=Em5cmP^&3=j+84lEaQ51cPb5o&Ow6gV
zuHGu*zra4$0qeJ9!B}K1G<f3ac@UrA3<y~IT|==I9YaxfsbPtD*`_x<%UHJJR!Hwi
zGh-$L*Wv*0v%U6Wqf$tWF_Y7POb?1#efi+Mqo*nxC&BL#h04MsuhI?Pg9#3*bDz;O
zkB@lXTW&cLRi&3SyAB@Hb$0p5x?O=oZjPS<w?99ZHC{g{|J<aye1+BVHZpQ5B!ifD
zfW0)=3wL^0A0NgWC;oqYy?G#4Yu5%`l1PeFG9+nI$ru?j94Tce$vj8M6v_}8OHzbN
z#waorzYwYX6dIK=bCjWyIV3|7zUwx0&ij7v_x*D^&vUfxeeZj(d#!6-*R{@~A9=GQ
z-_m7@8Zw87SO9qGC?JO^ra_hq7#dx4h$n(M$q2np)5k{HHv9N&f16h>AgKuz4^d;f
zF<h<T^lLS6r|~wNHk-eor(Hc?cXe<M;iTI-LAPF(Jn2H(L?kYpOcrnCi)3iX;Mc~_
zZodYPNxBam&%O{R=hM>nsU{_V#mE_FlbW`4fMAw7CigUwKb?P}{9@&q@$OU$%-p`z
zU)6T>WuvLmSb*4prECMOg{^(Yaj0$+D@gz&35hjGZi%5jaA_U_MWf`+70&WvF~vH`
z7EC(pxCJqQAcx4riw|H@sUV~!p;%2+VsY#HaO9Cgt3ckVZ`W|Ly@P_Uqwp}W)q%yi
z-O_eqckQtQ5;G&i>+`KDxvlHcZsa{a^WzKnvYOkpDN%WvZoDhjN!9*&R&lg&)LG|#
zfyyI|WM%emIqlvGdMdiztH{TjMYg-Ye>S`Ko2~^5l}JoUR8?K+mxZdbZoOgE%qlSl
z-oTGh(0^apxs(`n0+k5sU)&|25c7EP@Lki%pGfSsoO>UaJf2YtkD4HEPESlM-oL5`
zyK>7WCOc$z!V6RS1FjseF*)>}S<5YRi&tg3_o3EfXZt@%vSw_V^vrTU(U!h2hdcVF
z2EgQ7I22#6)>$hznfJhmGl62X<K<JNmc0mx)_WELA(>uzY|@x~mCDI_sgZc`&ou4p
z2}=CoXpve%AGGJ?85_KmG76;C-MEv7Uv{Zy)~t`P^&v(*pXG55C1JM8DF3D$1)j?^
z)Er0nzjkx{0DoD`L}wT6uoV|aSx^3<qqZC;dNO)Ee-A~=A$F{m*{(a?#qz9REG@BH
z717PA{)*m4*oNbS0mw2Po})mk0F;Mm;UyJj$0&sDmrLI`ld#RU^a)OZuN#1yy7=6H
zoYgW!d9Be``FSpYT9d-FLoan(kAyWT;UFVrhJfc%-IX+-8Mq`Ii?~A5q(@)akIPm;
znJxY4<CB)x5I%UkzPx&<JM~rxCRr;OlL?^YNZDXgd0~{4N+xPiEQnXPXVz><U-&o1
z#S0zqf<5k3P^t~c;gYsH9bg)5A75LFx_0Z)JeOW=xtxAGBFYyTRnH7U;|fpxd%)`A
zt#!9dJ67%RLj!<}Re#BC-1;(l_}7Ol>CbdJ3|$kKMxIeTO8lmz4MYDhB?GKYJU(DM
z*LHwuJA%L3ol!Ey2E%Z-7#%*qH}Hf0&x+$u&cF9@6!ska+`HqKsP78ddkjy$wchg2
z{ycSS@hp_CsE^l4>9->mKV3d1V#Ds_<dpZLdG{78b{<ou&d5(qO*ouhHbf#Invhoo
z7EW$xJFt-HxL6cZYPU3DFP1xkKpx51)lKK&|DeD`EH`DqpgdkC9|P82{;3;Fg&k2}
zxXZ7f02&8rM7&VMqiJXtR;_(cWAok%)A(kqpBCcdu{OTmw0L;^&E@Moe~mAlTGn<x
zlx=F_6fCiwr`;kr$(zPEb=NmmK`-|`j|<XHjdbmu?{GGz?MX0p`}5054_*PEa6=k*
z)f0kGotC4?V3BYiO8SI;+9~*-hBee;NJlq%rf(ZgC!Ad@JN@T0>zkgduMZj^Elfs!
zIwd!5tQR9q&R9JiZ6xRwfQ^_mUIqtbkGBLo)ZhQ+_H-NdSKG@5ok6Pw>peAC2VWG*
z)r=2_-kL$g<#|@poMg1vcuWDhL*|$wG+x^=YMJr78H?T%$As`5Is)yzdGF(B2=zfV
zN@zpXms6b;_J_9I1^F?Y@5qZdMk}p%w8Qj0GhIXzcKN?uM2bvL5kIQjH#FlP|ER_6
z63%&VehWjUIKHwA6Icyt0RG`ygL{uN{-+~UzK_;9(p*B?WUu?;gMHdB-&QgI!k~#H
z_~1+>WFLRWi-cL!2h*}kPN@0`+ifY@;bo`IoI+rSK>7s!(1p0%VBwt)fJ9c!#woJ?
zyxS1c52~Tvah3*Gx&c~%WcdYjGLAx(9^T<%*k-)Y%bv7}+EHZe3aZ`Mam&4fomen6
z=bzAyNWq(rQ8Xkst7rsZsHc4yl6}`zrm2*5=`U{n{Y6#;oXqzw<Mz{KEQ=9S0ekgU
z$1Y+bZVi!kOoNl(*~RcaH*4A0Ym2$+BE_p~o)Ylt`*@BAx~{2+4l=zjC|EB7Zyces
zl9)Y`5at%)|KR2mQBf>X@I#_=5PYZ_uFpt5uOkvAgH!)RNB-~>PRK~T+XZs2_;vk8
z{5u%+aJR>|3xFU=n@Ae9Vm5RD;-qn(O?gsffc<9g-4Rbn5$%0LVad8KkAwsz<<5JD
z4z{iy#|-ul)+J?|OK6Z7g`*2wF4sc}F%0nz8RB2L!tKi|2FWvnw^s=o?@9T2z<v;!
zw=xbPd&$QK4qa9kzZNr0AUDN-J5b9Brg>&zwCw!rH$6JvY*Mo-eu!u7ry&ESpt?$t
zQfof=5w@@Sg6Dth@ewxsK}72^`o&9Eg@MXpAfZ2)LG<}=8r<+<ebgR~yxv!fk)KO0
zAx@D*74r|wQ}5}Cu>E_yh2doe{CdKUCIG<r-U#LF<$qV%7^^&*wj}2tOn`xNwNP<Y
zN<GlOt*f_dIyPlTInXX9oh{-RAcHut&$8ks`}3BU12)97%c_El^=;1~2kD1MO-e{@
zAH*iOrg`&6l%uR1`Og4xK6^n~0g!+XzxGv{uoVgsk|@7A*v&luBIM;2v2~YW2i&0{
zkO2rK$sfvb3!+UjW73B5i`1DEa?wsZ2rUv<&FbF@X3fvnl}KN$5p6{6-|VUO5H5>J
zAE(EA1>fD0D`cP$&u4|ku-YdCs>DPUoKUk#Iv2{D-Y3_DkNtgk7Cd|iAM16+qIw#9
z3pe0oF4f2di;A6S!8{)M6n%4q#+AteldHB72EIhm|H6r0^t8HhJz;Y#=@GQsv}sdd
ze}u(uFWpcEHj?Z|Aj{M*QRxIaxC-}>s(IO+clP5av^wkv?PpOt@kxEaK@T0NAttd#
zobUiwKZ?Xb*P9}zFDJ@V_UbWB!c}@}W4>D^!qTB#%WA)dA7!){8)y|Ixf<cQodTAW
z!smj(`WrzyNj*V9BTaLgB;as__Psz;H<KxrAjp(?s?DQAKLwiAV<HtAQCEx~B>k18
zD;j2Elj1-4fR?_+@IabTg6aEQi2`42Hf*&i;z71*Uy<BsD(461luu7tMYEovm3OMq
zBC^pTyNoZ5=D{)xA8bc=I1eO)0H{IH71qPl@~$J#0bi-PDh{G<I1Upz4NxzCWBlW{
z^DAV-kn@#dvJNj&>0Oo_1+s7)*LdQ1EQeM5d?Sv5QjnRF(BjR;t9A#YupKpJBrKQo
zl_U7K!TF2fchqr(#=EjH%Vui%FaU%6p^I_XJiK$z<V?_AK%<S5Uq3<l7X6vSMPu=Y
zT1&)&>(nCx<S7b`z}*hui?RTXmK;|;8z7ZALDNvQ@!ZI|tnte6euLJ2-PWgwC!5Gb
z-!Z81dg123=O-imc<W(%GUJYXewYbza!PL&pz&zYQ{gLZAQhFbJOu&Y9D;3}KL)sq
zro?5cH1pp898(i0y~-u$m;*2QavK@K4DdG|vHTY`$Pt*ea5UrjCKVp-1WG_6Zt*(C
z6slu#%O5_>6ugT0Qz~doCL_vsd_@r~l5c`Y*;{xLWf@@@{;X_L!pEw%ApQBh(IZdK
zIQ`56f3Os7^$l9-+G5jvj235yyN<Q&oFP&u1=-G=-xMTpxe7OA!4z>KAIT1O*8SvI
zCua*6!8rp(gb(819KkQT+%HjEfA8qlZgfUBc9d_rzdCRqU;01RXnF!w+b#m4n<C@z
z_ny%U*;^0Y6e?77#4Fr#_F~`j^GnK~9hUu_BpGrB_iQ=#9e!8*=qg4c!81U3xp~*e
zgfF&9+V;FPYl;2@f3@_?Qa0g^tT~<Vg3rjKyjir*^3wddDj&X>3Pl&{VBtGGSFfPW
z9Xzyb?Q*|YG#nA{Z|)Fs?oyv_C&T}?>15nI&Gz+2v<^l`kiG!R1zrDaGLMK@@PVC_
zgzb8%{xc(C)^8-UZ5#@Izv+uwCvrTHFbJ(PBxPld;}L7}96z6PH=*=XpY^1r{~2Q`
zNjZ2zfc}q92otBczbmWG41q?MV1kmui*WMKb*4KAcsBD{NvPl<^hSnW*qM0$wg6f1
zDO*Gd2TNA2Z$QkU<rajl!7lAe*=1d=$PJS=#rgtua9~cN)Iq<sv9Axd2YFo+mV2#{
zGhZY1DVM=bQL95Bh8kvn4QkxRX?RUtJbddF0{Q!O;UL`KdXoh&HUP^g&cF01=~K<V
zSllF1KdR$6kaYg-DyNcsYxXwc1t}6vBSA>f$=G~??`&Jq!k@AvaWEv)f8GHFNbIeQ
zm)Sw4P<HiyhO$l@(15M1Pe&O$kqJEoC%>c1d@^0U^^o2=lTfMUsZO3w68eTgWDQI&
zVE3<18wT$zguo((@1lg}mWIdlEF#Xw$hW6i(O5z8+nYC%f9yG4&$S={>f1i<BuSMv
z5EX8a7SBOxnQ$4`zNlSxAJm643BAYQWZr9&V1NKo8!r+S3s@(+*EfKPvDTdFh?pvq
z9rf!YU?NCEH{?ucXYMq7k~Mve3_OO*(x#qB_*4=6$bE^uveMSn5k;T|n_qR#ejjs<
z6D;H3L*(x={_XksCD=(QUGkv0xR2NLK@ltk`(xC#?|Dwkg7om12zj?_rEMZCI7yos
z?toVotb)T43}fT6Fm6$3;L?4K<jZ$2Or7%!r~%Vtw9wWSHQF^ikzz3yjsO!tgd325
zh_4=6chN9WkpY7p6WNdM{Y+9Mz2_*2N}%&Cdr;!>G&`0PEv-B%1u4)?K=r-tJ;H7{
zk5Qo6z2fVhIV@+MV6J`gx6u?y`)N&y&G%uxV=`vHAZhH-{et2r*4LR>F}^ixzM84D
z!j_oIU;@IY^{Txm9hhul#ca2rKPJ*ZFnrov4At2^+2!;G?v*#-+N!#A4gZOZDj0BK
zR0itYNPtuCKqhU6lPu#npBI4OY)l~2!!)(%^nyyAMPC7xD+2*A{Jj<($7~A!(uK5!
zJa~q4yxFvK;M*G}sIccx_Sqhje=|zr@7gRKUpFt@9gwYGh-CdYbdTjfUZSwgsD~Zb
z0hp0qzoC;!m|WjL$<#oAyc86q;(Vn*Nqd46B@E_bfprVStZTf7J0-^Bo07cFbi+qQ
zTR|@#zgoU19$(QYg)v6~uJz>GV!sJTlDVz0f)tv!-!3=coh^cmHn-KQ*K6%NRb>VM
zT~jpzT$T)y3TR2{Eu*1NBBY&Xr#@Yrj|@cIlE7aX@So>E3qnhJ)OK_D6)&bJlKY2U
zBR?{8*qMbqBQs4OVDQwA<G^H|%oQ8ta$y^QZ!i1dl(QK3yXJQFW||GiPXg#)Td=Tn
z)!w@<sjol%s<>Dw>97<5{$~Nr*){#oO3yx6ktK;7JLqdzK-!?8H6yUG^x4c1Pr!R5
z>(Gg;q>``10KcIrn_m@gE0Hu3?491slu6_&pV0O0o#K$Tzkohj`r4l^*AWC_)4GFm
zX8_%@l?!Q~lJDrgM~*%%^8wH}B9zd-n_F6*YTUuqHOYm+_!X9#VG}F|3bBvJzdsT6
z!hh*L{Z)Xx8)cIFxpZ^l%$lVG2p^fhLXj|jE@ayct1ZfWz0n#u>YU_ev-kvVtxTYl
zGL{YDuU{oU!q0hqKdfTtpW?hHvye-Wr(J9I24XX_m5RT9`I3Zo)1{1iprDc&4amLj
z4KFK~nLm;+3k{9f5z{LBg5zkqvjukN=_BCRearp!h2FwmZ_O5z3*1PxMt&_S8e$o|
zR)l8mw|84_sg7MU$hFywKyYAe^3&hrf~QS}R1eW6<99ZgF2NH@Yx+r^(ZVIuZ-h2e
z87$1LD&LZf!v?p%2ZoPr?0$q%gyZ-dSQp*;KM6gQ+MA)$@a&WS->ufBhD$lrH)o`S
z>i~>8l8xX=>K143UsbO+9x)ZiC4I3*LtOYXl@=JoW^himsr64Gd~t3rR{QsP3DPlg
z^85EEr*L!H7bM*Y3FrS{aJjF+A|It848LV-g?ReJT0MI2iyV95pEdB6ZvI6rSm=Py
z$|HZu)c~Zx=It*$pKijwNVX~Vz7N1Y0^fAiOwa1UEoRY~{V7DAn;y@-ZQ<m4kmF-Z
z1`4OS>!}x4tQP<sfU%cb;BPL&j07UW3Jy0QQl!zH{y~@x4coatj%ZVKtK=3Q@(!}!
zxpp1)9X;ORH+NjWl0o&BtdTJQ_N@9z^rqh-XW^=sF%15@lD_1F#8@H39!;i>FJf5N
zOszeSdhyNPm%BqsgL~*H4cTEGJ82)CY~Bt!9fNzbj-k^9ek1BG01y8bM++8$<iKBf
z?*H#<c-lqeef!E2$q>pgrgsEAAgb}OjBmXEE+j1ta!_~fKCGW@s*MoaTp#m+ks!MB
zlkDU%@sR9f5ou`SeWu(|Q?7V-9KenS#ytP8YvD?CeL%)-8%l%(1xcVwC>hn;m_YHe
zd9F$_4aL^=@u1i(TuHt}TN;8_KSWnQ$-?17)`q0s+45{QQ2NRL?Iv6#z7FUn>|5%m
zi;KQdh!bY{rG%HXbwdnZQdO-bKd#5)ys%{(;d%1<`j*ZZ0$DH4fc7d3wt;ze-}smO
z8!0%*-%_^>cEtO5S@lJqmY0xJ^$vS5BHJltC2YdEmc=n`U_p!hQ0JH6m^&YWJVJ<|
z7^^H_GXJ}|Pm&bHU|(Dznm?Tl@2z)8pxpu)MxAxdqvHks*%4XQ*4yzr_i&I8Mg}YX
zU60KYpZF1Gm{iLp?F(9S3QP-4C4;<E$?cW5<d)_fqyP6EJ;v6c-cPJBS&=~bY1<XP
znrqJ)b@+YoOpFagLM|X-(G*cplcw$pi*-y!R}giRVd1aU5!0jUN`>Yj29~K5k*oQw
zBJWxVOJ6fHMU7(oOlseGV)|f=eDd%_)|tP*({C6bSW0V%^nF0dxo>V5Pp_5$znr*>
z!$yoBtiLcE_@oBo$sUZ$CXHxfioNzQz5^W00lR4~wV2<kPtR|g$s_~gaTmiBb_Q_&
z__8pvja}GG@v^8b1|2*1)|Ut5SStU!nuoCCToi6R6;nd+sgqulUZ*~aiB?xZZusOW
zr^Ywou$t1e?IUK9R$VW8NOUOZlyL-Ai>8!==46|5PG}vT<1gc*&Dsz20^*O;4g+Ne
zk&C~6ow=u;a4ywL_h0NyejH0v<4_zoPh5Pr7z_{2Dih}|;gbz-E+f0XQ~;hu84qyZ
z8yGz2Tg<W$=SS&zQojFpv+VODHvUk>WBPB1+a)uWwK(c#k0?jNH)9Oy8QjcLvPG~B
zP{mF{RXAP}e()sdrr<Z6zN{sCx+A#nQ{GW<gSMg<mfKzyE&93_2aTX4HWldnZ~x4|
zr>LQSR&En({(SeV?Ja@?VeF%>fZ-D!!rGi3+L7@@A=|1_Kq-`4ZJ6=(>matsCr>1%
zT^JY`EQ^zjGu2u<J$h=lRrS)uRvhsW&U5arzL%j>jLyxic6i#a_R0+%_phP1xNfV*
zQiAea8$&Ej=_U%NC*-2#e7q$rzUZ@Ii~NT+*V{ED?2hEozldbY=s>F0Y5}LTfZ6@k
zu6QU`XTNI@2oNE9t6qFO)99Z)y+-MLB`W;4{muELOP6h4y!>Y=mC(B5WzLT8J-~F#
zsyt@%xJo|Yo~z(OTq>YT#W}NOS?Tqyq20La<c_a|14B~CU43;^VxMYLT2G6^gG+89
zlPdAZhi&WBMnZ}i%fwuI@spoUys0m=nQp4YT(2GQ)4#)@fw$mAYOHRh)@FTR41gCx
z3DKZqDm{a$40~#ajzPc@vFeWiI1qL^L0&)udgot6@Ic;um*3()3&O8)tg;tqJ8|nL
zWCaFKpsO26yO#9m{c{q;6&l+$t}eI8?MHn7vEFD8YENR4a(D9=sYtS%PmB10jd39y
z^?s-pcEWOo`+8rW1UIP!>b{-<0)=<PI&sX`LfC!Xq=%5nHKvEuXd;tBrz?4?UFdUi
zW-gFGbjeOCR00o;T>)l@0aTE?-O+#A1T|ELImde&$8>4ax?QM@w|K4-HuI-o6gR5#
z%|yaaJb;E%Kc@xUp{7?ohFe_2pw@XkdunMe-a=w#Rh7|$rt#75J9-;3$1Y|UxVNAH
zw%mGOFucxJ=VcSdXDdSsxzFd_6X1lFo!=2D+ApvfhoQQOVkQOFmbXSg)ycW}Fq5b!
zG7$D0j0f%{^rNL}C;Q0#r)4*C(8hP^lU@3It^Kp#-QZnU(v$NWyrEb>j1-VMx}JkZ
zcHtzo&L^{L{p8rv85|eJ7|6ZvF3Lf;Tg%wxKqF}Is7x*h)kdnvQ_bMilEHri&2q#x
zmjelVc0m#1b9oYju%olI+#b>OudEBTJ(KW{J<63bfg_U_nvu?Io=7%g(i-t*lFP?*
zknuWoJ0Jv?WK-6UU9chqZPZjTwqjhQ*vwOUdCVTrKuV)zEV>3iD+`1@r7gTd(^@7_
zQcUdCoBV|;Of`)1xf_60k58J58|f^SFV}Cr(ra7Li(yuRGjqGM=qjZy5^pr0I65iP
zJLZyde(PUAO_vDY&lhXBO#=;}GxbvCancQP^!dm4x^I8xb|s$vcA?!rv%Lq9`{&MH
zo&XwjmorE`Cby_%E9Xlyp<VNv2woT<=&q{XSIQGUnHoiWG>cc;X04`lhg1<<X%726
z;M|RE%nQ32<yGg1zz1m=Edh8Mje2aM;Q5X|+xEvT9_hcc=n|+$wO(p4d5w78K4>73
zK;f3AC~Y^v2>MG3T1*zC#BDG<eFbCwB&wJJVeihj1V6}3wk6v_g|*)%i}S<s^|E#?
z$sZH<G3J30w0Hb6HhD#Om3sYHS<jKW0`mth;ULa$t*R7N*v`!6u7GTk)xz>BGCUzX
z%*EBg-5y8VK#yrLJhMvYexda^_*4^0wdS`^RIGk)UNn4H;O{rYtb#H~w@1`f8Cz%i
z?ukGbLV#o3c0Hzhhy8GuS@W^9&(@|tzsuK+WdL?f?N~>#zL0%1MfECa1UR1t#_EpQ
zgyl}fO_*J|oVB9ospn2q45P^d;J4hk9*`{+sUrAHli(t!U)`g7GcGK1aQhtye)3H3
zCQxKK$3>TV`8=2!0kvdzWx^D%e6>;NcxyC@3d@Ivp9VC@+gTG~0S3t(oKowIWVZ~g
zUMN#>0zNLrdIG(QJbP)z7cKE}Soyb;5txhfmIBYHgZK;6ELD!GZr(i;`Xg*oM{N<4
z2?wtPr_G-M-4Ubo&r#k3PF4HZqQ^V{<x5i3>l;GrkD~}aHPn7E4@OHC=ww)qr9C=u
zA^Y*CQ$dZB9Q@&RBbxX1wScu+yN*~s#CgWHOf0;vbLZfRFX1*$(D25tYaC~!+l85T
z$RA;WGAm`WEsPP`NPCT;YxyBBlV!Ny>NRV3oe0~7p#|R=^ZtULS%i6SW=dTF8PVwa
zYzV*(5JPnWc{L`)JOokDD5G%7gB`#dl9(ngH;U2(oj8-N*h8j00undlvWXgJdNSK*
z>US!GY2mLgjD!UM6V!%ftIO53i)-SZ1Hczfu&dq}Jo3{cTy!9uX`-~kXYVG6bCx(_
zi>t2fJ<H}aZuKheB<a+gy`Z-qytX5_txH<w74a+Io7=!C$$L6x<iv&;7n*V7h&}E@
zy1N(181OQmc{PTNyS(ak1YZpy#*h>tNlD)AbN7#wU9^1wDJBlD9$xq0$B!R`(D}0g
zTFIEuUX}tI%|~{6c|YE8e#6;x9n3aDC@vHDP?VxHB|B1kbjy<wugZ9RJ~HEBCXNsO
z`U2W<l+UPGa~=`sM4Mmhti0tQOPTDIAd}O7-xO!k+qG;8HELO>vm3-mP)FUWaVtUd
zQ3?c{XNOwd^N}&;?9lC8vv!>1QbQf(Dtxhig6)n9jR-wQfXncasV=|o_+*YnBAhJ}
zZPT7-JF)>cBAAQ+c44K%j9t@#$p4zx0xsW+85@1pE7I9ATYX`Z{Hf<ym)toTKRMlM
z^St3D47=tN%_0GObFTMje?sih=o5dQ$b|+bpsKMy_l6u>g(lk7f4KlX8M>1N02=+K
zmh5kxNGtrszP6xe>yl+_dB#f<h}Kt<s{4^p%?d9z6fBzPYI&9q(&O`|qS|hEY-};h
zmgJhW_DvP>GPbVrJ<kf<`~~1Dwm+16C)O^GeHusXHLxt-BHvLAT~gniKc0%l3CT&^
zF=wQ#su(tDgOw&eKXi-VMvJDp``mZP7;n*-JOeQO8@iC9>*bIn6Hpc+MP7356VMuI
z*vSz0ib%m*ur%7<E|>)RX3Pj(|EA@?EhCNB+VJ&Of6Jl#rF-Mx+J(Br9gdNC@@-YG
zA<gRa+OVdf7XtF@V0-HAS=y|mA>Vo@$GT=q&1NMwC5?!Jx$FupY+xYjNudW&GED8b
z_xw&kFz{=!{KKcem28Fse;6?h^r)nGpTz0B#j|ds`Havh%ckbG=3W(h>UGUlrgSA1
zY$6ko@{XU=X}&~eS4et|KXf-q?+?2Vr^Me+<Ac9_T$lblH6Wb;^B{yr$&ScmN)@9=
z)$nwYjt_&D+%!hEza?aos!|TV0f>k^RozByYQ9FhAcz{a9v%nVF*dZ}-chAtt7RO@
zy)nCj>r(!4n&C1TF{O#A*ME)9wbo6aQBA34#cJ2McMBJzAt#pao@?!B2rZG%f;jE<
zCnxtLPz-k1wz{yCG(8qCTLz4XWKYdaIj5G;Z<3+v7CxwIHA~*$TO>zA>Lnnl6Ot0t
zsIBwJ5s~iNKE8bBtSoYjULPdIKfNwYoyu@vvsONQDIkr|u^4nR^EzUd`8Z@eKk>+}
zv8=y=s88>Ndo6UR{xNdGjOm0|W)o@8?DV<S<ug5DBI(%X+bGPbytemyCgr{MVLr|n
zR-JwOO~I$_IN-`;ITFb`D<2*uO%<heQHyD|Ep>DjUO`9md@;E@+PR`(jyUXY>pe?L
z$(_}Jd>(Do1R7DO*xK*?I5T>LG!*9Qrl>nsxWb2=WUJ2`a7m{?b;Fqs7=A(+vG@wR
z%%W6$v!&*Kpc$b5WHs>mDucx{U6*>m6@Ra>m0aVxg;mutdR&8O!RN4y`D?J23@zg^
z-GQ^o;Ks|5>l=tdM~??FQWG&U;evTnKU-Uu*;qr=YD-n$J3*oy#m#e>7c<0pja?F=
z$|q?0!kNl1r88%d<9n&rxT+dKUdW62mj%EaBG9oxp6AH|CAObn+0NX>e7}S!`Rb)}
zEtBVHJ)ib$gv3iHG8aeXb)0;0hB6)f`U^t@T<xv(bp2^1s1gcc&NJ!^Tqt5GCd+Bz
zb(*~)!@+5%d~2)yy1D!`$=A1wIS>svyS~0>5+Vr{w)Bb^!20t9{^6Uro3k11{1U3T
z_;S|Z(piFwJkJ(<f5OMC-t*wkJ>2xKK(!Nh9W~~PR<94zvMNV<LW>pKs(DG$;}BK_
zT9-9kDe{DJf$~krjfrE|0gPwovRq*pGPmCJx<EyVCipKCm-!&p?|@CU4$)m(GyFi&
zCC?*{e}CX)rAe!?8q3bToc0_ew$owyx#LG-R`WJg0nOX9qqf>ML}@Zn_o`eJVxQA4
zdLU^^fF)7?uFkwaV->ET6LDkTK6TvU#=wI*b1%-62$hnbI>#@^4LIL+Vx(aKP<@4Y
zQ?ozdBhHnqY-AfA!FhQ_N^%h|vmySvy8<)4KvC7}JsajOGS~Pnk^Z@9hB<m~63hKv
zhjn*lpn83IorOKt=r~y;ozT2|vPMQa8f#V^!#alu@iosh&VZpL<8dQ~s@<jVmuIwk
ziqM3KD})`SlGd9i#$F7eB2z&sn+!@+{j&BfV+M<L+CnMlF2xgeoa#NjyR6s{9~iXE
zLLT6WzaRq?pIfbY&9VUyYTI0)$&F!DJh|B6Vp7E*aP5xkEV-dVNDwGpA6g1683AB?
z+e}!CmU%E7KbcxmZuXr#wQDBx&!AjvmSQSRaOm6{{R|8%;LhvZDt!7^0z}Mt!m?+s
z{szt(o0qKM9(I$3jcbm1eeV_Z`rg9}deI)vCrEUzNLlG=8ZM*0ylXjaLij)>RD}d)
zxl0TDqEJ4*c}lCwa|z&JC@swceCxSyyiqR_o^y>m@;M8LXHJ1Us4E(E-s3xpEASJd
z<dB6dkC8k|_-=C=vTUg(435qZ&R>45Y0itMz=l?zJFsDNoM1;c_@s`M41_A_7lt>m
z*KFxTA~2v5pvcEbj~P~g_fVC8@Om;r=haGP0yR_j)DsGf1ccZ1S1rt|Pm*0m<e2+3
z$S%8g&}2S5FkyF{;1k_1LF1RucSFaRz2ZJ;3bL<~@cfm<CF4;$oDG2loG%X3oo#o;
zMxW*1gPTAe8RWjJOGxlKzt8I3F+7KpuHj!GR-B+&2RB3onD7XNUw|dRT%SVliYkGR
zbF@KlgT#??bo=W)MmzE783KYqLB4o_N(-(E%pbBn*nCH}S{2P7)9{G^!>esn4+Z@H
zBDXY<g(O{kUVdDSg)UioZXpBlYwR?m*f%Zn1NBiXI6bfSBn?Oe*NF<=`U;n%21#)9
z)vo^b=W~3wInvS7DNx%m!W(Nd{LyJEHmWJ8rxdO1;UM`y><KR3Rgv!6SV<WJk2SNg
z!*>U*h(*aJ7|v$sG6o^7_^{L&oEcyvc3XsDesNFtftlUbS6#T&zp_wYCB#h`{WB4;
z2n-Q;1kvLq8M2!3E(8jl3BSw$#O+QTGQ8m1KnrDWJH!nj`ndz1vO7>Z(2#k{?&G6!
zLuoL9@?cN8ml_(x?3iDKiuXAB!5YYL9}9|6MnHwcm}^{8p2XWbFUol6lV$?NI(k}i
za>O&wt&}7AI<BV|e`3kfz6}~@Hs*9XuMjyiXle~!6Lp|-KkX-;EVI{3*~M(aQPk{5
zt7I!FpO07EY-Ca?9fWFNMrnv&^$HKS@sRRGdVlh(ctJe~gM+p*97^_H%xNn@OC+{c
zLO>%akWgq6<@VfpZHy%~H(6vkd+=ZvVvm(at#{klX6aXS)UP_H0{ZI1p!P<_8{{on
z*g%g`Mi=?(cautFqDdIplc8tg!Ir2L*Bj!=WVu80Zdl97C%||RvtM8z&1{JmEQ3Q;
zuZfQYaps9M@!ke<+YMx)0eji1Y>T0VyRdY%$ig3x8IY;WBJM-&fg%4`b+aOD4d*$r
z&4sNGz{Klib4|C<e^4`p+e|eeQq~y%kDw{;#Mp~tPaZqTK$Cm|GOKA_2cu7OmLQJJ
zQZJ3v+oV%>gYwh=-EbyOnL?CE*_Y)UB+o}<EJr07ZikEn$6MFF55lXm15I)u$RY+@
zM5mSFz+^t+qb(*B3P-kIXPno@<Ab@_`MPdy!_3GUC+hs!H<)hq1OMk85~cN{;Y89C
zEp$xb!<f?|nv<;W*Clv(J{XAP3RuSe<<aI8TZq!T&Avi7DqnO8(Wdkg`vSjk>_y$<
z@I?^;a@LImzso^9;N!5@jF}I*^cT*iPme<=bI^}w@$oOOE_L^x=e*B??PP1%J)<;4
zluIOFzmdcKy`Z;^2fe^Y$9T30cx5<nj*DLFck{Gq`ysd}qZV$aKFw-?dj!!=lcNpc
z<H}Oe^E_dOMWsq?6T3VU?69Zzy{vNl2*$xq0=@3}Stk0qrKixiRrC~099T<I4Bk^Y
zC8-~z3_RvqO#kYK921Km2_n<uPyHJFoRyNf_3+{Vfn&{O_%PZ$@X!sBQH#;f*o%F;
zPG2JByXQhdZX?RTyWhZRkAvcaCX8g&MoZ^ZJLQBv!rzhmGkE@{te3uWq`*$V$1aJ9
z#l^+3V}&+yphK*gJf?G%ci*1|L{ZHGScenO7_!whQdHSN*@*q^361TE>2Wm&!nFnz
zI0V<Hm>KEeHG*V~QCW2|YbHiGzkwR{77{W(qHejhLVSPQaTl(220rFTCu+U%_rBc<
zHBJ|&wm@bQE16U~90SBJ+Nti<?!%ovVo6VFkdoP2=*?~17Gx14+RyZM(sZ+&>A9EM
zjtkTGYAZBmJ$bSg%{BCqkZY|4E=s71VG6=(ZVYFBbeS=6iT$#Bf7@@>4sBKKOyiwU
z!bI9NQ_0+=&G>*u*xXCPw;^0?>HhdQlfj@Ewzq_JurPxz5d@kWjq4_`ippqZl{+ly
zoiG{U)UziTnQEMr7QuYaHDT!Q<(S?h#RT(5<ca1PLlbC-h))v~E+l~)-O++7DJttH
zXdL2`pD@u!Bkz<20fWB5RRZHlL&=QiYOcMDYSA)~$6%v%ztQkf^QG8U=bgBl_B=hH
zir9~xD598KFQD89SpUv-IjC|Mhu~`zBjkqW-4MtLK>-mQ+w&hdIX~b`FNv8wh6dy1
zF-DwFR4qT#^0lPP?by$w=?B@|0d$gBd%pdV-ps#EVE>Frx`iU0j=eX5ld`FBf7$yB
zG{(|YUAF+6E-B2=y{DBPQJ6TsoQp|d5vYX+#eQ+k5t=&mTZJEi=wG30FE{-s2fk&R
zC-c6o!LYW7!b$|rn6@!!Np~O15O0o4A80zrG1Ze%12XXev{Wq+oTp@6`#)_XT$Iy0
z3?5M!>_ASlR;W7JOpT7qvA&Y<Jd>`9NI$>!F8@eOeui@$T4jmE7S<rz!@t^r0F*-9
zVd>iM+V%dqr*Wujy<4+Q&4RN?WJE9^j$rJKTIq6aHDNjvnQ$HHEl|c;HRnfwY~u{c
zHb@l%3xwOPU%ST&LHSw!+t|BmBjE!VT}K3t=a&w`;w(W{CUyIOYLypRoF|~AWZQof
zuWF8`-l=PVEsB{dWwgKfW8v4+NGi94*TrQ}_iDwqq~;rAysU5@HcnYFWQN=_dtiL-
zbBm+IMmIfQZ{(tB6PR>N=TX?&o;zluvNOD{GIO?_!b1Q8GPSVp!$_{<o3)Vm5L<H*
z*FN1m@L>LU{R&B~9{WP1FjJuu84X6yINExClv6vvkyAm3<WGaOJjKiSbh%jenIC2i
zURUQ*jk)~+uOrIV(hB$?MEXu8lK#c|p=bWt8;&|9ETJX%1VO+Gbq`O>bW#aV=5Ntu
z$lsQGCun517i33vEgw17#@k$S*?pJ$AlKTGo?-&jyZYN840N>;D8ncTU~epd|2B<9
zWkqYw6!yy+fg;t&ke;tah_}<p&lU8Tu7cDfh_f<Nk}6@%=n@Pkm`nY^&|aQORIeL5
z^a&k<Elo0%d_S?UdZPjl=j?!5kKmks`U+@6eK@G4+J)Uux)Os{-hanrB840{V0-pF
zAAlHz#4kcWUaJlKvsIIe`_(xU?Cxq9cDnk3?H6TIB!{M&q|tXsFhw&9hCDWgkBqYx
zjiaK=zy@%=zwGC!`@Rh!0;At0n3idJy&k!cJ>JhHQ?WbC{?n7Hrwt=bwwX6TpNclh
z=D60AVPKC3ntV!^K|R0gaQq(2i+zh$>|w4_7q1o8V6-3rT!_&jj*<c#ja!Q99Qd4D
z#$&5F_<A$Unsa+Eys3I^d{@MlkkN6napDGA?uw=>@@No8@9Th|q)xaI2)=czE#opH
zUa=+PgojOK;Ti05n3N1I*k1B~)djg^*M4v-%P7bnfsvw`rj7|;y7WIFi&)5}4pg%f
zl}LzLv#<wp$zN_kDXU7f)3wW=+KOda-+gTQoCZMSWkbw*Bbe{ciuwcn;Y=>UuqtYP
zkS=|(W~l`%e>RSDzK36~5EN?)U%Si%HKWC5$;)lX*!3K0qqTTpnK3CV-hEL0-~^ap
zr;`Hitfw{Ha9eIibxnn*T44xjbLvobZVW;a705kC{(3#ayS|l5CH*GW!KSL$O9#Pn
zIY5Mrn)ft1n$!GtCaY_oS7zdOx!8r~iG#q{y3es1d<JkN&ADFN0G6_;Yt3k1<I&;A
z!MXdS!kMgsA@~@0`ZJ_)GersZZ*LBMBrufpY1k=!y__k5lV=~h9&uYBDczsLghYhR
z|AOTg8cWIO#NTVVR&DF|qWhLDi{l-9Ip^ZV(MFSnQY~Q_ru|(hU3ON@Kl|8qBrV_u
ztVTk9S4fneW}5!Y_bxM|9J+vUx!2=5G8sCpS9)wcHVuGZqZXLvm;MO3;5&46)r8We
z4RU|GezbX;b}ao7QO{xq`gOapURb4-kNA1n_%t~{ieH|;&$HZ(_Efd0j@<gbxa`lt
zSM?!EeOEVDl9GFL6g~@Y25`z)c4k%7H4x4p$UN5}3(fEF+Q#vzH|Ak?PNHqfT)_-v
z2W>(Zn{QFOQ5n8Bv8gvXdFY-Dj;M~a2Iz!rVta4$wlZ3D>#k`exZjS<;Pudp*j7@7
zc0?{Ek7mN|H9(J6)BhkTGPLdzsxyk8qbQaVPjssEa7ygSl`?O%&mV2xMvmB+&=E8r
zXMBak>hA<$j-2Iqm0NMVwA&%?-{08SF#&TGpL)@7^7PS+*7q64&-Bq|wFuc&f7ZDS
zq?LoHD3hW5gCaCh@o+N)`^Qn$lFSFXoMVZV_~rcV!eoj8NW6Y}j|0*R#J&HVIl^Xi
z7+K7p^$lb1dd^w^CT^Q%vSxA+dsPl20fxkpwcL|TJvcDm`cuL0a4pwaro@(?63#yl
zy(#*uM-<~LeX)9QQsb2J*fUf!q<r@OxET^G-zB6_(shmiY8FBm3yRTENu0D#&p11o
zHXEP)F81@}O;S&&Yr1*%96G?n*;|*s6+(s^a46757JZCHmB}7T(8--`Na+vad{Apk
zd)`5O!2|><Xs<ywfm0_tD((?S*CcX)j^<oKiej+LHJLmX6%a?X2}@URe@l!CcIag6
z^4Ybj0=5<m@*{kFaSiA<ZK4LbAw#fakeY&*UZ>n4$#7w3CV~dr5{`kM0chi-<u2kg
z<(U(Ufz)>h=k=#-^OE(R@3|T&y)%NAo%*#9sS6m}lT-XwL&3xD-CxH0jhLP^SL3AJ
zdE@xHxg@`h>>E8)nU0HxHSa=wR^;ix`C<61(j<2T!5{s3--8bhrv@RP;mAqrnZGp;
zeqLBIvu@SdJ=63y68BqGZG_T`2Rhzf-T3;BTPThyBw%W_7q~yi;%iY{U&C|Qt!;};
z;{HX4C!f$|6r{A)_MEwDQ?+)ZV+L$q#5QDSq#wA-d#QfSJ+ar>w~ForVS#RT89je+
zlg*rPt!94teBXRSo4p^r7)n4}S-IhadV1k)Rnk0FSp5V@(oH!Z+1k>)<umo#QpD;b
z@|N_pnlNPfj@GTn+VSP;G6CfIrU`m`n1lp!{U-o2>+M%t$j~b)wUOj7^DBcLhA7^^
zumv$GR?}6$83@C9N6A}W90C@&u)q$!(g&%&4WR;$thAzT#1U+2&Q6Hj@V{n6Eh`BQ
zLUJ)e3YmVf+rFutT668GmX>yq{4h4<9fyiQ+=l#Lc#xNeU=Q+1j5@#sAEcL-ewj-V
zD7XcL-WM!yv*b}PTHx48xrIK~TO?khpSG?8(DoR``7<pCZ2&M8WS8%ci%Nb;0D;eo
zkB>)?>wSB*Y<@|F38J-7YA<iwN<T8Z5+-?NHX!G0M@QT3U5PFoBv2r>i|bbh6A;!P
zY^xc<R+s>=hC^(eyWI~E1Vhs<Vis-2H#Uc0a2rahgyi~id!ZYVsC)SQkD6^+ZUe^9
zb6?4u0AJ+>VExpbttW$W<x$|2Io0m^AN0~{P_xxO2JT>f8-~)<DljxwhOEhqlx+4K
zeu-DWE#Ms-nUT<kVd3mw^@!osGVVQ52m<r4E<wR~?gC$1K~J-WJp1b+=Ycc0cUMma
zy}4~gPm3b)+mFA(V8{#r1+zRLNa>9|U&)bok04ggJf;b_7lS~Rh74u`xQ1WdH;b>#
zas`<d)9h`8KZ*(>gS~`GN_a#O4v%lB3l8;)$U2Dnp)awQ#2L{YV34jZ-dNN4)IEnN
zj_7hA)Ea!7rnd$A#?%LA^F%`+yOb`LcAep#6z<iy;Sf^A&b~JJWs5&-<J{{Rx*~2@
z_{g(cwO{!|45o;x33Go>eR}##_A{JCP=ifw2>daQ4p`T%=NNKgwudud274UD0Y1e4
z|NS)b%(w&YP+k1k8|8Q>7Um7%-?sg2P?L>XLRN^KUUw5-$(rZY_if4E7fU`q4;iCb
zA!@o8SK(Z9VVgVg77<N;^j(3$!rp*m3%<R-MA`cQM9eTgrEwiWNkgQvm*Rzy_X`O6
zkY0S)-+LhTZ1R2hR_39dBmmf@r~Q2Q(SY!f<q7I{${4X&z{zZ0b-+2uSCs7eXczPP
z*$<qDnK0VU7#psWL;~<uubP$S^U|!N#9lG<A^uC!zHWl?1kRg}`YGa$$`<*_J7V!W
zF!_W86qtC?&$l2VAZ0UT__OdHTYV*mIYB54eD;q$!Uy`e*WqFvYe`eW(lU~yA0QOP
zqkg`NaY4I<;E5{Zy&7p9S~K6)xQ9Y!=)@~xa2YWk{N2Sb*gqR`o2#IJm7))Pa>@`s
zL)XCJx`(0W;esYDy$>mJ5OFm!Cp<y-j5!c^n_c*G_6kn2i102d8OBz30*{)QT9D<O
zcbjt}ZgZ6Fwx=%3@87E@W3(aJ6}CbLVdtBK68sbvQToDp_cx%^iqmy1BNoE`XgqP!
ztc>Jg4j~W`KyYIM0}E=$iOt64dB(8-VH~S$j=IRUn6lJj(N2ShCpJK^HpnYzyPSy8
zXg3LvH8dmFTjU(z{1}(Z&o7_|e8o-QblU4N^V;!`IWv%xahpk-u#|d}C+w>FD9FES
zCdcdKAQ~B(o}{|;9!I5pDZ(VjQjJ~K^GSPoYy$&-neb(7%p<QX`N(I#3@apr@tA(<
zq>Z#{bH<Ns{LZs^;}pV?#cy&TI7NDktHI8BN-}<vcvKC}m3HD10j<Wk;Etmy!QebK
zKRp`};7f8(tN&4WacvJ9?)rjB$`uJajy1uF<vm2tKAjNHJR%tq^?4Tro3mRw5M)BT
zWk1-P`ZDsNw!5MT9K!<Kj=T7v!fCN+UNsGlD4P?e>Imvfl#<DH!omMh8W|G`x>=oG
zjs=Y$0+BfVx{Zk2Ku-y+(=eMO0&>6E-M$Geop1L7lkpq*N7z61(r91I?vVx$PA~iT
zr33-ptlI<z?28x~KhKs04+U;gnf+BkoVx2fW%&hQ)VKGIqV|B_$Xr3fdUIZ4@s|hy
zvw@klzI&VmgH`C9@o*&c5pWE?$D{+FqwYFLO}jSl3sCwdqs5i9)k3t69l~AuLic=l
zAsSNe?*u6YuVqPS>DtmnL(H>~HC4&=p>|mRecPFnPjSgp&JQ}%Dlh_ze1#Yvh;OXN
z{&C&PlBWB-WyLBqRrD5hKVPnp3!j>t;B2zZ$lDLjYu{$edJaYTz2ijPy;WA0d&kU+
zh{e~|l*Fuxrlr}AEMhkSwS~`0PI0@y@BT9^@!6eN^aIZoBA9T84G<P#N?v4C+z~E=
zHZdXEov^5kHzGFvSWu@Y+%=)$MZlig5&p0Cgm}-qa9*<27b;S5xlWuPQiTDOxgdhV
zJr>W<y#34l-!of~Qg2LCwba6;4(&wZAH}}FtJv<+%FTTjp4*ub{j;bC9f2Y>P!fFm
zOzv+!)t%j1m~nucB~pt25Tu#Q)gPgyLqs?^zJ%TfCmG)SwH~KQ5@D`V{0i0dYy33<
z0Rff03;f<AxWXcs_@2$)rr&$gC_4RRJF$Sg@06?q*SSDTK52`RRWqU<0C+RzH3_O$
zZTH|=d;NHG6p<#~#O1##zwyWAm--c{k6zx95r%YKUwE0<Z1qV_u`|RGa_{R$pEYnO
z=&nj>XZJf1FcbCiPIq#AB<6uAB4oanDV+a*b&FsH@#;SzYUWftBhLeV*Ge|FPQM%3
ziuw4m=e7n6Hqst>H7N7hwl)cgV)ta=_S|eMOIYN2h-{#ke9m)kd`@L73Z-wOdiWE%
zg>z5dFo+d+`SXhnev)U7ioOgl@fj}lUF8++TrU}>BWU_bW!q&$!OxXsid=*^`~F3q
zUDIs3hzO{I?MF=v<_B|11phVm$Upsa4ME(;frGfCPF`)il?T_X3~3e7*IsJ2GYiy8
z<l)RS-3aF1ZlM_sdeJoQYSu1*1t+xd+-t*SvgW$;%g{p>N8tOXhy!Oa0Ch2EKOz+t
zY(bx)Yxk+mBwEaOW+l<;o9#K9#m@#2{I?wZia0I7-Q^ML^=fs&efogdHxk=3Aou$o
znS1;sFGuJVq%h+3t4%%0`dHvs#bb5kedA^&4RbMR4c>`9t;%C-tWnCr_D05d?{RC;
z&P>`d&hQ7tua0r+jEi9n@-8)%z)EtwJRtD>73n(w)c?yApV^;tR)I;2BLCszG_LZV
zo^)f?gosfa9(-Xv<%IAKiL44qF4s?T9Bvw37ea_3hM+Wd93>hyl8#~E-F_&=MAu70
z@kBhgFP+?}|L|`6yX(cCssnPcwfjA>a<lRQpl^Q~dJgGKdV*P(eEi+Dj?9C^9=RQ3
zFo<kAx?$v|gp&f$>y7Bn5=AkQrUrA%G?ke&uuyQomXw(kSC67BjGf2;Gi5ML##t<Z
za`Cc#O)|pRLm^d|i0&bBs^3Zr7SJ-!BV_Y0bq8L=ef8u@b^N*a$jZjN)2YGhq_t1x
ze;40|Xil8`ukADtXP0t5k@)@xNKDsL<2{rKH5i{>1hDKP|NF!*8QzFd&%I$l<^K5s
z+i~DmTlkE!O#SwZciqYMns8;!vgt~@1<&BeCmi!hhYpqg?+N&imm<3IL%b*A1>&m~
z6*5eM3}Q;43gN7SqfX5EG0Eg2`0fW}$GbLG`MSa>2<}y4HI?MJMh7U{d(y-G%cZUD
z;M$3q_dJuD1{hfax&C&P9&AkZuulq2ttCDo<dpIx7DKnD|0v;>HxajM#Kq_b!{z`@
z7@3;Pby!L~C~e|~0>lvZML79{|9%DdEa>K=7#uX2=UsD$DgP+9tvIlAZHNHN0pyRd
zql*%xwMKe}!4QZ9Q7f8rR~BAqDuaoM`?u9U9}vR|GP2-7G52*O&@rLihZ+Edzk?cy
zjI8MRIxfs~bfgI_OcGm@2uHdv4%$tIW9vP-Hgs3rx#)9>gT8RQCw+@Au}Yl&%JGP>
zuD7hJ3)79I^NKV)bqR#{*MEMZ*V<k%(a+laZXC5y^tw!r7qY+GuS3c#koPUZAPK&E
zAd>&X+IA>P=pQg``GK;C-GV?<TYXd9OZ05Y`<vzlGqgWnvVK?oNwJ6Zw>>~1fYr;5
zhYw_27bj4Pm!5q24Vx{CPZhEbRDQE6p(z$5*N185G6y6hNjM2M?o{?6v<JF|>bN@`
z=Zpa~iXaJ?eobAZIj!fGi0KgTY439=a!b3al36{9#jAUTVFtBZTxmHG)n5}dk*x{s
zr^-NlX$MHw$M8WwGL>_bj8%n0#(43^LZ3o1Gh@rJA)x2NX>6xT|9B2&+nTSJfphF2
zeVyq*^T}VtQNZJV#RH$|sg9-}UyDnD7~3frHNWHh;63%*inYWhEX~hGU#;_fn%0if
z!$Tlq_7-}=J{yJTDilSbdTcvq%t{siBi^UgSVJBf<t+{_`0UQ-O+2Q4i0O;(I<u3U
z+Ht#=pbh#p<r&p<OdLrb4+0Vp9m4Qcy~8%SZq$I8Er6ID%2?i#2|~Z0_J`FmyMZw_
z)f>t!vz^S3aksip7vpDN<h!ur?bjlsRE{?`ZD~r}wy`iKXYh8QcBd$g+5AfPnHrd$
zs`P)`1nU(C*XJn@#ZCBt1ZzQey+5Y%y2B*LU{{EbNzK<-mp#M{D0wsL<8PP#uc8dc
zA+%<HAIKMV$Bb6g;w}Dse$Tm~mtcOFPIV2qT#CmJG7KhUXZ@YC=w-$ANqMcG8MOkw
zv3T(sTgEjdJr#yt#kQt3ZjXBk1#KEK>|OJE@@;Zki{dD-?`h7Z0wvvbi=5unAi%B#
z))nt;*^t%T|1xSIm_V7dc@a#$MUuHll4$n7KThyF7Tgfni|1iFlw3SvvmnhckuK<7
zF1XdLTvilmO<3AQACK&w(C#dcwF+UcA1k(D+#OzbHfEPKFEP)c80J+!Rnl&??)~VV
zeygEK$E~F&L|;ZgQWs8i_c2oq>AOsM=eGM~fW|h~l_e>^PdNFJ%xBG_8X4?>utPZS
zonK7KopqyeFwdQK`eVhvL38Cci?rA+d7Hv_Emac<3NDUHx>mONhUDrcObQ3L9SL7{
zK_D*pF>kVBM|iqo_~$<+g>^my6_OQMm9l5g)O*PGjtrfO`?<{anNMhjS3#wI5V3OK
zxo{M7!Q+GJ=5vlgm|RfU(%M>Op@21>NJ`p-VGpqka$>j35gXH3$(#Zp+^bz`iyi_X
z%ZAfe8}|dh^I}<bZQ7A+1^v|CvdEVV7K=7GAzdPLAwo6K9OFPguq<BYV;@WU+1Dxd
zQXfaNO9igeEMDsW(9;Pu2l2Kn9TKEZu!~Ua=0<`U&uO)fP~T2PV3IFNN-}q2lUN=s
zrFBu-+S+$_Nz4a`Ha(p1l@V{))@=+ge_BTE>|N*fX#=&v7PVQ~&~rb6y%Vl;S^T|s
z@7`4xc%3DNCda`s-r}g%*i(Oh2e5L{9D~D>-&Xy+KdjIQ>UTN+;hQZ(uRSWrnMz^=
z(Yg{#%(9Q+_W1Ecm9=CWY{^1-fBJlDeVgX_&qZrRV!@5}a`{9=m+a=+JMXBA3!RUO
z&hBPhSz<YI{Kw=8q$m3gqIyX#@frC?K<67hAS?+*ko=TSVRT8~!N+6p4H7kJ*q!tf
zr+!ZqR3RjopF2ydC*eu`R}ac;j!m-m{ONp6Y#co~W>{v#@0t4bwL_js$oY~P(*{rp
zRM3-A7W(xGu+Br9I%SOC;`%v48tSJJ+of4=+vsveZB9Ry8ITDc%Yoe5EaMy;F&a?(
z=O{XPsEtv)I^*0xf|0zZ&`|UM4SQ&K8)7DU?HXbAS4zrKjLQ&Om|k(ME~TL=>=&*o
z`p?Odl!QzHBjBFiq!QL!swc;2dmz@>fa-jYoX^`e@0wb!S`tI|Qt;{EIn*wPo!1EN
zgxrAtu;Noh`maU{`w4+03CTz4byScAET9=(_$|bKvS#-UD2>?ryKnw0W^WV4+rPE?
zlle<brMb_8cO>#TsUoC~&Dn*)l!;wzP_+>RO<vLuGpUYF@#q5urYsmXz3DNT15LT5
z{0tPqMYc83nNp>rfQz?0scU@HwCgP)w~@&=buzpD)LDdy^{Hk~qP-(xTC||*wx-pf
zP0iWf2Ime+#iKgCY;rb4FQljl*qV%-wgVUFd}M9GOpzY^3FUXy=Ib@K91CoH2w~!<
zJ=2BUf$>KD33P~0vNHGTVg?pB$CJY$yx}7U6J++ND(J0XyO;q2Y9?00%gCE9)OVVe
z1Q+UVbqTexfvVkiX2I{-tk|E7Lb$xLcm@|eo6T|8=0KXLlBg|p=vqK3$2ll&e_w-z
zZC^8A(47_Bd(LR+#*VIHGI<P%FfrdinsLEp`j+?jJKD6=I9Gk$&eIwl*iw5o{8)1U
zSi7J@SLUl%ug<t#oR|Sv{y-AXABxlYm$E4;a1r~ahjyWQk$&SCES2rWy>%Xe#1FuD
zpuRA7?8RF!M%5ROx9Q+b6>7H_e66>rb$NGcMm~cPgMf#RGI~HVE6l75!w2WC_ZvRC
z*?^TXJkTolvD4|_Ou*L%D>7+tRxtRcdOf4o?G@gL;v=@-o{60#LeKLp<d>s}DLsup
z3s~Q)Yrkyl+tsYp8DpFAu3{V4j4{Z}+1hrR>>9ZRPTaByb~hP|zIze>u->7wmV?CE
zfAKnk4V@#)unasJ>4ioGx{<;ahg6i6ODaD9=Q_T=s5h8j!JSk*e*DwN0sIYbADXAa
zfG`|t{fx=|Y{Nafb0gTg(O~mlB^04O{Y1@U3=}Oav{Qb*+{14K^EslEhnPS7sO@a=
zCi49W*0w7@Sm7+Ve3*z^=8~jVM)D~^PR?@eC0fT}_nCJm1)U;OB4!@X*H@4h9k9*l
zdW^i*Wlx&L;8%Ej6~trv)O}39gHZ=I7G0pv{L=G{&i2lbHCHMsra_Bl&1Bdr<ygtn
zDK{Y(OW-OIp1&mdBvA@|^9uxl-0o?6o*<2xcgt-#mG||jhu0G{rdD^$p__a-$we9t
z!%rJE^S<xK4+;j6s<xA9#)v${<MoF=g+c-&A_94`qbhdDgL5KWz*p5wK}I69Pf5>T
zjwxG7+P-F|{;H;Zl7H2&MAtxG$;uxD3Xj|~M#{;RmBiVgTzml%`s>)J2Mnv-8nA9g
z@7Uq@qKkCO_MfX=yyzP!nWE{3UezB}L2tyh67x`*HF3)wLAjkTYC7?%;shU9Ex{PG
z#_IRN>*<A#ig)g7fg4<xs|IPkjeh^w`RAN${tM(Pn<ORmc17KXK||&KN=H(251^Fv
zcq~2)5HyiL3#u4)AyfGjH&V3JA{i`^`8@RRYG&Yvsrq^Yp+V~P6Jm)M`|-c`KYj%F
z5`s=BBhB0BvC(MTeFQ&}GY1;)=4Mlo3`j~!I^*njb_TgfBKl!-5+YYiz&q~ul0T5_
zgeN=)nQ${`1qEVeZU6p0Ny0mfUT<{~ah0=RofU5w#x*qFTx#h#1s}f|z96xICotaw
z&PkArs&UKgG9C~AOtemid~o^dvO%Ho%)8Sjq^KsJ58+o1<`%(Xg-E@+ISid%uNHCo
zqG&Q9^dA}cO&oI_WuZAQv6-1#Lqu8L-t+BEpcH&6KyJoUqh}RoVHxF(QC;`Cl*9Qp
zz{E1;51=+eT8bT5y;ENk+3o5*Cu>sFG%&SA()-VoKVyZ{H+&|0O-?mgr!Fp>MkROv
ziAMP?(&w82-$C9cCRNr|i5G5q^xW&<-WEIR0DSh;^Tlj|qdU`6ib3$xa(>rNx^@<k
zMqBn>UUd})kjYXm*o5$`A2spmo-RI{i<&N1WEhq3A7JLaV_SWHY-~GC7$JmTP_0Gu
zL7&bJJd<TJ`}LoN21rnTiMz9djHue`aWhE1g4S?_h0AZ#Nxc$${=`XB1oHwUzXppQ
z2gyO?_*>?jQ0six@2V%#j(rEbNL(YamldN)Qf@i&fl$8)1=IXZuyBsCnCi3cl-MM+
zZ-+4RgfOPd3ht8T>f)-_k=NspjS>Q@)eC(l=Mm#3SV7oWQlZvr@_$3xzvRFrhEJOR
zI5hS2Ou7W^c;<soM{U|!@FO(mEnHOKbMB~hlR;O}fJo+aGjaC9$6{&O=kWk5@?iTg
zNy%oqFxd1aj9qg5!1cVUKi<4NgmFW$KJCaYXD|`+kJ+J7k`<-k{@Wc|EV<rqa50uc
z%Mx%infsK7X#y7bGXLS9jPV{I3SZ!*TYilYhbZ)~dEpB11l3Kke}+eJ#c|Bse8eDc
zRTi}YH!Vsm?1|Kv#H#1&+JY$wlyQtB*tzyiPlFg=KMGzl0Zc+#TSu-&t`#&WoZr5x
zjA_sB_irPU1p_l~t~o*crO@>{fGG;)y1CsH<2XGs5<qmcsNtoL8Ltm!e6_3PA%c)W
zD$q^voniu{rEmJepMj9<QaE0Mp>VS0ZPH(+1b#BZw_=zWl1du+@ZB6*lJwd5`cKe{
zup>0Lh3w@SB93-0^&KcC&FB(x#9ivG_+u)(pM8Jyv5a4L@;8}HQD%Sr+BH>E_|h+8
zEuzy$d$qi*5eG-DXE!D*Xrvxm2L^lSQw+pQR9Tm5M{R!)KxK!6J2kq0C+7)br~pf+
z5*XpF{S#BsZVy!XcMct5Fk3~~7Uq&3)fN=4pSV&#r;q+7x>3=yM+I~!rE9_ARUhtD
z0_{*l^xU&roX(m|<HXS74~aH4<YZ-g|Cn1E<2*|KX+2f@So(itBc$<^!PU7>fybUN
zJz)t1nr0gZF)kp6J+2A7!i^}&Lz=D}r3*zjX?KpMc^$C?`FU*uvn9*2UpDP}TKg@S
zaTTBG3;pKxWUxhbj@4n3#-?R-Q$C!okW>PB^4WDN<=8--j!E1xzOxuhssffqnLE;b
z5x-#=r+8L#XA>f=WCz9{ymc0PD9@MvwMxb!x7+)1dF<}pDjdCxlh&~rPai>*t@$<d
zhL`r(hVXLbzyXrs{2&-#sI(j84517U9a>xd?3H>S4;z3yxc~2|SE0_g$&k1cdm**D
zQ<<6D_Ueu8FAikRQsQY!=!1Kn8qYmZmE32r01*Co*&4ObDI7U5gU&c6EvFj*3&t=X
z9Sf`5eBPzolu61ZqK7be(j2cYwHWD?<Ou8G&ICViY47I)V8v~YaB2Jk*Rg#-D7&v`
zq)(I~(a!JK=VSEcg9;QLDs{I75q=;~!{Nw;fAbA&ELM~gqK)ZyNpx_j{y#p(Ab(O%
zt;(aLkz@;W<x7{T<<T57txHKr3b_8jM#_AI$VZ8*0`Bzq=NA`--tS!z?R89$+QsV*
zjI?}Z5mg6@CbdT1)g>8vIdA+EQN%F{e7o8FV~K)ZTsfz%nLF~}#8O@pkb{Xccf9jE
zL^OApN^bf_Y3^&;tzXPqvR@^lmz-qtXA?*<8)?uW4g<clSn1B$+wcE#?{A??u{$&@
zu{)K9qon5%|1Rmp&Vnj&3)xQqT1<;ul+a+=*m6R^gz}02!Ymv2)8@LkcEam)9jjM!
zy4GIZ=2or87ptF{qwY{(hi148s`tJhRFE`(jy&ACHNg%b2|>L?BR|2Np|MpvQlUON
z9a!LDmmQP&sGzo^;kiFxi{Fe-iUtgfPk$n#5c^u--w>4?1)wFi$CJrU>`9%Mr^}=4
zNR9+bWZFL_cm_Wof-`X7<W!;|L|9l_>>YNCjh!k|81rP<)olA}RGaE-oilb>fJO1I
zofUH+5PiG8^1O{S8T4Itd*hDX`wn;~0*B<A8wtW8d<<QEx=hP+yGu+6exf3fw@KM;
zqLUaR&X`}KNhtt5KqSz-7zYrgBDdTvN61i(6)!J~QTvGg_lOmz6yxsq!#=&0cFvq>
z5Dd^2a(`&mI<L=UcT~Ljr}o&boktQC1GuRxGWst{gA|p+l_PExqBj6vd}6MKcz@WX
zpn{HwQ=cM|pDNjws@N<gy&Gp>$eLpEa*2-UN}QORLXn4GX2H1f)X!VfZ;?o;F{c-<
zm-YNG?vy9%OVCb7ZMnBMQLbS0u8br`j2NvK|N3_=z7VR%*vj_{X(>qhb00Z7_5MP4
ztz6^{nRb)4f+M0Q*uD9ySd2YL`&(!aNtS93q?R(+>fTeKNwxReTrXBz+bQ#%@tfZO
zik<F61J%X)ruWR^uB89d4V+LdkV<IYIM7cVpnP@&K(44Z{0W(>WnKei)TG!6Q-7n_
zcyW%}RD7JRr%TFS)H%_P|HclBwusJMVH~?TT^qJQo?r5a42-z|@9vlD%}c%xw9eaF
zL31xbUgjlg*{~#SJ-_qsO_R*CQ(|Y1%0SHfv2!-e+fL(+9Dii*jg4||$lPZ#x_Z=A
zt<gEa3MfE3hE7BxvETRS4F_#+Umc8MlBtiT_zy<59Lf);PI-1Cb&4c5H(Z$;dI$_M
z<EHQvAVNFT#f$+D#!sOpC@(KFF}h5AH3$Sw@cL!zq%<?0jW)HpQ|*TQ7A+~e<+8#6
zj(ey&0kW4ke?kQrj=<Y+(*Q*OuXhEX*dDD!&n5c*Veieusa*fI@rV+Ml7tdzL?{_U
zt4M=NqbVX|GEYs$l~U~_l?;VKr7}j8A;WGUvkDO<bH)Zzgx`5tEVggYe%{}E9Pjb`
z@xFiTj@53h`@XO1zOK*p8P3mn4#y6@wfr2TTdOWpO+EJH#bSSUE#L2C#kUfFwlXkU
z*f2SpNcqkO*^kLvCxeUGV%wvq4-AJ^HaYjG{MFfs$6YHG+#5L5?Q`9|uFUQSGS10v
zc|D8ZJdDiE7gE7%*|za4X99t4T;FpdE|O2A%^{~>v?=pB)wfMVm-LsnzRuw*Ma=NF
zaOf@XeR&IV9tc_F{~%fsQ}&uaQ%n4u_%~lfTSxh$fsD33Cyw_h3<ujuclJrOpFL@j
z9i#R+8R)Q};3SmK<8;o8LDTN?0!`I;v~TR*DNZ10st8zQjQsUj7>+SHod^V}C!uWD
z;PV%Ei?o$If(6~Ps9QXlP+pKqNTBzU{%|4AQphYBINiVbXh-1OHl*|SHke6{xr-Ef
z%ER+1%=eFqVo@cq4#)41<bP)_6Yc(4`BB>7<xJOjDGhSsmalaE_>7TI@M!1_UJD9p
z{S@|E8q<_*fFBP%kd53VsLoL9r82b&zTWEche*qF58komO{*cyE#DcQH$mEiz!1$m
z{QWyYO1-v#y$QvorcY8bV{womA>vyd*{sGQN4Smkwl>HJ>NjfzvK>SkM(3NX|6Qs;
zxYde1AC%SlDwW`nKVG-Bo4l!;aP|9R>Spp#3z>Qredfy>LdGQLS@mOE+rQsQl_+v4
z<`U6G!@qTEr!Osa`fSE-<~#%SOZr?C!$>+d=T@;i5x*79{rN%}eD-w~_Y~4sao%nH
z7H?q?Mxrf1R&!ksMhW?ac}{a6kT_Im!ye^YX&NCBHlyk*1eMmcsY;;SJ3c8YR6_Vm
zp5b?<dmX=m)4iI6^Sgt_umE6<zb7v)3G+ryH?K%Boy6NS%$zUrPI$PVn3YfO?U!ML
z21y<|Mc79VaX6ET2J%Y@B`vDQn6daw0>q0Co5k2{zLS&L6?ziZFz<d;*b(<igEXIq
zL#gQa=wke3VsbiBdF9$?KyXK6$gv_kp_>F17}K)y;MjTbRO(#OQ0nz3@l;u=kXCO<
zHetbrHE>EWfcq9e1fC(4p;)P<Kxf)}hb)k#`kmJ0@Lxul-qF`_s8-Ls1YlT&7)SY6
z`h@QM74nRx@VoC%yB~cM&7#f@$ctXT*?V|}x+4@YD+c+bHo~_BtfV6IdYLiPVvz*L
zmYt-Zg7C)ZX$8iYQ#8%hU;kd30McaA6te&Zd}ao~I^W>q^|MjSMgmikg_sR+$VI_r
zfg7`TQ$a+6=2OcgB?bL*k)|VBRhd(k%dISh49nJS+gN>fm}kgXynZg`SR}J)XMp0H
z4YTw6<C}fZuaiM4kb`_>Doha~U$Uoi<UtL?rptclS4#n!28;Gcuk~PUO)5oNvaZfq
z<ItcG0~}78)u0F}GK3ZdfIH&L&SucN*&U>;_qqiBg!c`2=qEMD8!lEUU*f9aK8`ss
zfnS!xAamqx9#bM@(H)PK`iLPshI%O3TrPO^AEIX{ZN%2VK|5z~v&*fe%a#!lGNYp&
zHjO(NY7I2|g4rJt+GO}`8C5zbNvrBeGUm7*X0w4g!iD9zjv;cp#1S-0=jq?LO2XCT
zMo|?PvN%F;z&-3-NrnL-slvL0)8^4yBo~m&(2!WwHEawVGsHl!A#k!a-0+gq`5TC0
zPux4}v^0zn5#p^@hnLk(=Y?wxQjnSd+A*hZv{?)%CSFByqLmXLHHcLaRb@nXH&45k
z;5aIPtP}6IuM1i;J%<!qNC)}URR9=~#T_w__xd-<igou(fmQztp|+Q8-x$w%E{%fV
zzyzqmW@SwLyioS7DuRLpOi2Rn4rsKv-iKrTI{lcf=jf|I9GD0!_>CQsvo>d+Wke^`
zHFWWvQFN${Ps1rBw5WvI#n!r~0+qUG-d3bx?;v^9#c_SMnMeY9kGJmJIS*I^tvDa#
z|KZ+l#->r)!;(g&h%v+GT27SJ9>1-+)bDK#r_;EKxyzKA4JL81ON!sNBt(()EYYGq
z74~M+*y0$KfMQnKkR8p~za}P=h0ucdrQN&v$vFi&p4{({^dUxbgAW1~b(HTK{&GZS
zk^lq>WAt@hnLx-nC&PZvo;|J#Ir<}ri=8Ar7EZwck<Pg3I?(yptPypq0IdH0T~wj7
zi*J?WBJW%nu8^JvlyP{-%L&P~VUq5S#J&k<Q3O#r;i(qmAl@3vNoxuk<lx=&J^384
zuNwJtK{&YQ-q+z8tDtV@hnMizP{&qt=Qs5T(fAh~>muM+6R>&RxW@T$bM|T~N;X?b
zczciN0TQhcBs=6~ws~`{WT@5B><cUpSa-~(%rv=JuEA%Eepvfx77>VD0u(YZns$z&
z%0z;3B1{}m`2czq@EF$89!tUTBw7#6vI)J^%ms3iab7pqT3i_sl1~&%T9~y5u+5UN
zbtJY5#tHGwRS-G*Q0@W5Z^64CgJTTU`z|R4?;HA5Ea+E=-wy3;*iqThW<SQR_Y-0f
z72O(B8a4~ArDBb!lWaJ;fl7K#W1$g6OOhwd=V9dYJi_^4m5|T|G}X<mv~MpMCVBs)
zW4$di$_`J+tVP<NSRS`^MY}35FZwv-h>(EcZr(YJyfa#3a?$K@!?rzU^WfQUK!VJe
z&lt=qruSqQf>&c-d2r|yS?QQ*eJ`cYQ8+2&G(X=BVt8T%^MQR^bLVHz8;zz%Z+3dI
zQEz!_sZ^n1)d2l$Twk{hqPTB%B?rj}^OVMjJ7ZN2mg7X?>V|W;7K`epTgZ)lBQ#}}
z?e9;6OX#nBw<q^p82dADP|2DZ5@|b9tL|dIGMk=sm_4ub4u56r0rR*ANkMytJlFpH
zxZVNDYtL+~xi##;;)vaXmEF>&3Y)TAo_p@t3KvLD{OU^YHUY6431$csI(X%c-75yr
zi5krNiAT?l8sc1`^LY<pi|pxE0RZeal0pukt4d<7BoG1Qp8`OevmM#cWvE0;N?bCR
z{!|D0lAEN<UQffLvOK$ZUAN+Qb1f(hMPD=3L(rTKL(<88dzj_)id(~5;`T=Qw(_5;
z{&2E=6)-A#=gb|0J~Epj!6U5ZBRLZ$_6qLQAA0)hNcn-xx(+-`v#rk=P$^Zr1)G_O
zMc}0Gq<PC`tE!6N9g3n#6(I|EVx-{h@5oC<b5hxq9#A*NLlo<o6?N`m!uLmPHOT)=
zkykN$O~E7=Uie6@`Usr>RMGY%nrxLKIsqWZ%me-Ia*|ypE(Ev~i_{zXrD9244kAHP
zddq$R?Y%nsxrGN>J|#d0D>G0l0AV4g_RE_ER)31SfC&A?gEi<vwgc|8;*7|eX;3mM
zUFzGj=tgzVqBy?%*GLRe`Yclc!Yulf#`F;!X+|H^KsYmYgqVO?yWkD-yj9%CNdUci
z_3GL;P8JO$;7bo|Jf6#3&z%pzQQtBrF!bEhLmTS`)4{5%)8deq7z{o&q@#6_rO=nX
zX8^2sSKze<eIMaOJZ6aWW3xF&HOaxGf@q#}n>Uy6<tw8FS*TMd`cpemP9I8AXh=cN
zyu*9z$FBgBFY-AMdLnxLM?3qicF<EEu9s4T)1ZmLRlhE?XG&atYuK<{mNofvm_VA(
zOm=Dq3#mSm;+NxJ?yYHHr%G~E7zqtWPRLBehqQFP{Jhc<z5Xgu>jG$Q=p<hArsz_S
zpGgF>om9aTARARdEydqaG3pIHQiMkkA(fSk-k|q|?rvXlrhDaDLo6KD!DuL^as`Oj
zXBZMnxsw-xy$I?iN$n8?OY?Qh!kbgWt+4QmJ|yZO+v>6dRA|CrP6#9+Fh}LkV9Wa9
z)dO<rKNImiO^s<E2`G+kUMYplr1$(6wsMhMZ|pPVTXQowYD#UW{)>8?&W9s{s#X#_
zInoDD-l8hekIB#06JXfPyw++Pe>Tzvl^F}vRRm)xifC=z2DIl25~-7buI-9APmD|c
zw2f6b8iVhglgRv8fAxpoAUSzbH59*|)+yg%p3v6u9!C6?3Ww4X0@4J_cvPA@g6_j5
z)sK{IGroFPodT|9=M_Ic&fh6EWw#GVUtGAZ!s<<<uCTvzY=jTUZ1s@oa=vrLXDW3&
zQ%}*R!Q7~n`WF{&46Z%QVxlG3#Q&b8#bIk!qzBf~Gy2(DaE3BPWW6>C8ZlBiS2i)9
zoylwT<Kt~1KTSb_@EGx5(FMbIL){*@v7IKOlWUVQoiCY$t{!-2d}%AhdJ@HMiGLhK
z?llh(&_efz3hh5mv5B*U@qFHewEa!e+$2-rUUd{k!kRlW3kHk_epuGN>-PP+l;I5o
z?P+X>^Hm+^nOkR0-7}siXmur=A<c~aGFJH>jb}af7t?wp@ycr8`Zy=W`LI$Cv$cw;
z)((6_n^Mk!RR=S)3Fm9)0Y^7B=K9(BnaI>Z;8YSg1ee>ezW3iUVl4YzQC81~bt{}%
zj;(RNOO}5d8V8d}q1~*?sJ7b~C*Sf_1`F;71IrP<@3irV!?PGiFaOG|abBKhnVnt*
zqGkMsKpVd|p}sroqF$LHc1xWVdeON~54GYC<_sES)R^~^@N(oxc~1IU4t}fQVHjY>
zi6KlH&3W^XVis4By6jCk$@rBB;cf?kx8JA(7yRIWg-R7+PeH5mvX&4>-wfmjBL;+{
ztopy@!1@!)hX_$8<{!rfk>Vd=(L_*OE9MrHWyx0PUp~;jCs!vqCO~2tvY>t=Sy1RG
z<1wyW*JES2#M;{N4mE%qA3neLNz<6lPPJp|Q7Oed7Tre(5eP?oc}RiXtg$$*jtwu&
zz(07yV)Qn;h4+*0rApGu>NUJhM7AM9lkK^%KWRv7LhCorpxf`CUmbeOwWhQ8rk1xn
zhG~9{n)!F<k&<f#=l*AJ{dbtxw5hY8*;z8lw)Y*f+S547c>X4NA033GjRk=v87tx>
ze4-vZIh;IGxWd1@>M`F6XnPF)d_$;>vK8<^?c3DO&dv+VM(cAEx(nAVN7%brGfpq~
zDVyC|#+6K0u3RacE@}<xj8xPNW-J<W6sJ&UlGNSW`juaBf?O)`_$o%3)g3D}9p2Z%
zjC?dvIv(G&^HLNARx0x7!12?G3PHS5W_jmk3llY2!ZLDSH~9g<oQX*TdtjEd$cjL?
z4(9bMLW-`ogNt;cVypTR&$)04c&rcE#aEFO-|r5QrZu@~{RG%)f@;G{$%F-onK6>+
zxOdcGKXZXwG$8I_rgoe}P?Wy1jz>!P`iA+EhMp%r*CgLnS6jY(`3-}#Sl*F<XtYas
z>Qjo~5k?4t+^I@exiRFW{gLyw5NBLAQGKRzTs_0eeFd)K8JCsC^t@XL>UPeV&%*?6
zc_%`4JSl2mOAF^0FV8s1@+bBU_t>QmhR4j>5;&(~skie+PjPiUbU<+V5pqwnS4M-s
zsNza7)&vFwupXf_`<2wi4N5jdQA=>xH(MH`q_v?FH8``l$O7K>d|Sc?N34*sQ)<Jk
zg$j8%Z|(qP6d@r-kg}iq+hVE-J#wboK%<XTvE=$iZ*&iDk+-g1OJsjYlP4({yg62R
z-MbF7C&#R{iKRoi2B%Zox3UvViStTjEqiyUSodE#^dYXO+DCW|Pib&vzgo0REyuE^
z#EtL9&s|!@gHr=lpW|(gwoF5_?d1K-ceiaX1QsT!>8x~6xlSx$PKNcp*)zZOA<@x6
zQfVs+7E7Rmec!jt&7_yl<M-FIBZ3b~*WSoHEk+Yok#e#{d`?my*j2?wTK?*2g080p
zggAFI=-=Jcce(totsu}=G7*(6MnhagOo8xJ&eRKJb@*z%XL$d$*`xjtg^&nEhUZJG
zaBtzwZ=3lLIfgSQMRHH5Qp}%NNbW~k`BKk08<Wk32>hGvDpjgFg6yoUQ0g{rFRF#T
zLO%+@@Yc^~5}Wq~)uf^i3#*-YgHQ}Et}iQfmSAZek|bQTpa1I0AvIwMrwht-=QoTT
z-g;YI%flayNW!{FyK7C0K9I*0VC`(W-F^PqIPJUY14qy=ukzxlyc%E;6=x0t+mc0)
z9Qqz=-BTGtdDBsHlzNRlunmQ7SIHyZ^LJ3O5p|&9ZfjEpP$M{E9oO3CCewlKmiT$>
zs!*<l%l(}rd}jVl7*5sMTC^X7qf2zfGoUw?V^E<hguN(&##9hW1Pv-YLW!cFqiTbS
z;Bv;%3PF%MA=@GGbcmj>BmL@8%*c7Za6h(F>s`7R9^J;eHFyBWURUKi@7VyX?poRp
z;RJUw^aC$=<GY!V1YF*KNbf!2tu_yJ4(Oga-_C@Ykj@kBB%bmXO9YpfpE79Cx77l~
ziq7|f0@%;&sz^LlrXNKfS0pOgONivQofd$q1PDauCr?0e%6$(-&)@JhrWpfz<^X;Z
zMlXsl69BnfBO=k#PM3^ojRWW>h@c-*&te*C8MtP{(h@gX!`vvekFtoo^0yd`;%pW<
zF*~sF5c&?@Lm*NxLF!}HC7GV^PLwB*>J~v`^vuB}zB5^4bdyD%T(W}7Imwi?(qBJ|
z3BjvI&IYc8h7EwJoK`RKkDz_Q@T@X$D<DBgqdWI}Hlhbx16c;M(<3ehc;7#jdCRN~
zm99y#J|Oih2?>Jm(C54FGZCke5U>8KMqN(~)dP`@v{RBi0Wa{t=u@Mgmw+Ttf3mfz
z_fP};{pbGYT~T4bLSWOg14Q<31Mb<aeRH~L!900D_?7||f-qtlDLdSO(rb?WXMRr-
zC4kju3(O*sG|lN=DDUuGEPViO%2s4R2<d)KQwUK{cGLq~kk2)lr-27G4xn6C^mI>3
zVShy5o?$}jymy2Meo>yjQ`x49$~q(_W-4nT3lvruBLAj;^=iQDNAlbhLDFzrcBLsz
z2O*`|(&v4%L3>}ov$-Td^epMRxz4qj7^jC=85fh~`cy#4+%J@YT3NHNd5FC?qEt!m
zW0z`TVK<kMD4*n^;b|@(!v;pEKWu$M!0<#V2suvGk)X>UGb6?z>jP7`0)Gmksk>4H
zOTZA}{uBZ_%Ort6iFg}tU@(V^YsX<XoYMthuqpb=_hBbQcxqa3ga;Bf5luIO8E7J*
z&_Ew}iZ42V5cL&$(FtYOvbys4s?6zxf7FuE+M3T5ZS|`hUNqAw`#p^@a9{4X5uebL
zu}>_mjb!{CmnPd#PA67e^O=RZpavGR+n&STpEVftA3R2)!0by@h{Ipd6Zm@@i@x_S
z<gWa{WP8r{J~B&?JbxU-scHUv7Qf7P=o}bstVH7QL&wc%hQpvrGy%H|P#1oNa<Snt
z?s9;D-gpFLdu#ZH*sj$#*7%p(9`TFqV@Eo<cT=}CM1Q%yA^GvTXYbVQ?2ZGy?aRSx
zveqR54M(;4x`(6CBQJ^rVeMcRp*qGvUEzDimmaN_k++p1Sy_S(BT!RPf8yPee8@0z
zYXw(HbTA?E-+l}I^bXjQj!LyEiw!beXQv;Hk+`is%L6X&H{=v<BuJI6y*Hw9fBb>V
zi)q)3ua{?Q2F?saWdF-S(7zKEtf~Vtr8qjw;x5a;6-qp51?0_wo4XBq2KX{a^_)-;
z<UzDyPR7~d6>jjl@4%PIQPMHCo_~G-TYkF$q|6-e!|lySiEpvJP8>o{+P0HJ7O&kz
zCwBf^h-;ZfT=hjLuAr-Z!5do9yC1fS5Lh5iTCFCt1oyd5;8SlhKXwGImzTk?RH*BX
z;3^+4LY&YnK=5?2oG)d|J?fGC(qHf<%{mm+<v4v2_lzY=GSrT$RQdEr@YFoAxC%AH
znv835=#HyXLWpjBqVe+P?Sj!cF|j)WFLyzO{d1;w0|}2}Rl+}x841chW~ZikweE0s
z(j}WXwnUyZ7Wef$2fHy}kP{4+RX?j7TgX{-Vh-7ZwiwRIB=H_r>bV(2@C(b#G)@*g
zbSuHO|2%GCJDcg;(>sILY=Ta={0SuZn*L^!D13C_Ad9K<JZr<d7BTF?_UoN1s`9Iy
zj(&~2q|A4|fS^Ta+dCVbzB(=2j+A@Sa{kUV_?xcWf{i+C7t{h#vEacz$Xp@i)sy5|
zod0&INAl-6nQ8v<v49dEMP1XZIcGFE8a(ULE}52c4{XSy4^OLme!U(%F#(6Mob*BM
zn~Y1WU+<0)S9%H%>-ib$@SC1s-4jawA|{LDzq&n!-&fBzpPN4|;0>t|ZCd~Hwl&C(
z0-$Z6FQOSUzh-X=Ao&hZ7GvhP*!1m1N{PQ4Y1#pc{mVF5?E3-KlpmiW8t8LB7h5*c
zGk@s_mOl8esk29AI#Ug0Fyl!xUVg$?DL(j?F;kH>=efY_s~XBHaV6=;-L>hDK~S*v
zp#H0`Zc?lx!jz<a0peP!D2a-KV|nI>b~xW_fEFaR{Kn$Y_hO%7Ty6pFeX!>w^#{B`
zb-3hrAZoM*Vg+@TVAYWz*}#ve{v7_&{;6YSI!KT9PJOSUqkmGT?`ydXa9CxMA>+p=
z;SChi*rbSuZMa|ZbdZJt6C7$-?tjsPy>&z<3r*ZaC(D<u^~#I1j}KBnDZd$_29}-Y
zh^8X|pQ{_T@@BMo!hAN}2|TzaX9S#1q719*M_ZK<!VuEIefM_d__)A7LAY-CBdk2$
zw&uz1xXk_|L~VQqk91vUd30d#?hMyo4!?#5x;J@Mp$RO{lVK`plP0`suVN$!vvFmq
zOL5R@;nvtBb>{#J<g~U2Sy=A<h$Qs&F46@<C{GTY-Iz7z>5Pcht6dAcU=H=g0^w7X
z-^67wF9{un(Q4XCmTd;v@kME+qD+gI`T6@VAt8NbIt*PC@)5r8l8v3i!3>yl+Jl@L
zkHtXJHFB`0L{Ga-l>xm!T;ab6ps!h-R8?m{1v8dUu^HR_b-2oO9pHWEifNY?x})}N
zS=0w;gd^8mNDt}|4NgFX0uZkP!)9&C_@00h34%RI)>h3;C;e!w53iKkNK&Z?3HEIO
zew!d4x6H5njz45?#ZbY&g4#gtUy??BWx=^^w{}dmV~^WgA!sC9Pxm1_r((a&np;*c
zgmXtvG0lc_Q1&i;<UR%GPM{wHY7LR(WSSRnNQjg39Z(^`@(*@A%Z3<;+{MW7XzvFK
z6#!@6;h(<@(N=I6UjlB~x8xEjBX?UM;T+WZ6)u}&^{Tfy<m}8*G9l6o@lSu~-ivZr
zK#!Q$!7zNhR<n2NGXLIv@~u84<gnAU<Cqn=tHNtjxH|U9sL`r}zr4R68L;5XZ9|C)
zZ2sO9IYtE)xrCl?s~*=F{b-qxHl!iwXOD$1S!~bO_%BpEo<JaD-g@gJE8`75cK`Od
z*>r){o>oGvU&>minbf=)w|^fh1)C6|ce$J{r}gccr+9ZvfvjaaJaM~<n0U_lVq;Iw
z83E|Rxm^q9jW8J{IP7NHIOm+{iuY;GmQ@LdygpZ=V0#C%B-DG^t7ZgKE}Hcjm~z#}
z(+gUOX}o~Zt`eE2ze!M!3fN8_=>XbkTNxJ$w)Ist>h@tJ%t%u!CoPIk0i(k7zQA62
zwrBJv)z^T7H07Lw=(Ck#Z|dWZ%tqY#0_)xN&>FOgWMdl%&ka&#zd~<*9nQ)|)=Bl|
z>`B;j%3CI<MOB0dzg;UvdpGf4?$uskOBYQ5MxUrP*?AH+9Y8J9))}hNEkxrk<VenX
zhJ*>@Bw6s)ehs7ioOAnEqytG}0r||&?aVxSoUTIaH;1;Em}8KkE0<11XmS=G7m6%X
z*&rxP1*hUREY(KLbu(wEbo8(`3fl{*K#Tn4p78c)k#uDqWW*EykS|q|Hr%MAam}mv
z=XQv=c7Vl)d!`Y|Bf`ji4_^DM2&YRx3!%dP0wWdEcVy!w&U1fd<4`&h@UZL$5rhFG
zg#X%r-R@(|Cwp3jurg(*x`I0J4p2^AvjQ&D1L4_(m1WA}Ko*E8$XF@tR29r+e8^%7
z_4ge~vAb@Oz56ZRV^B2Lt%b3R^b_w@R|8^@{*iK*k+`6({QlJsG-E|T0Y;fg^<zd7
zje}@|d*x;!Uxk$WE5DL)IDGac>^%3Fv|}&9tQ)FZ$~8Pgb)Ekpun|O+HfL~S@Y41y
zb20zfT>0J+&q*bXLJw-s-N=^6`hDfd`chK)dT8{bzG9J$RbV#ZD@F69RA^@774=3i
z13$E!(ld{NNq{}$-53^tc37XgN`X2V3F7V3);;b`!VKPwE_v6miZgcCQH1#s61DB|
z=m2Ft`%0|pxK_=LzUBVCX8Nt%@PIH&6(4)edz86ap>0Co%F>bU@K$c4!lKM&_~a97
z>-UlB&Kn|CiKH_}-=6V~mQe@l$6Lc0rW)e8=rC-8KO}od6TumwqW)a5-OC3*x{z7p
zisLt**F5BMm;Gkn1((t9xs?E+`?84eRMvMMeW%@Nxr<P|Aw<)JD-a388#=z#XW^~p
z0rYKAT;}qb?JZ%w{H$^-6s{ojkw5LLtVJ?81SeUuW!CUedh5;J57lQWZ`#{}dfnl3
zZ%Z3|?Si(Ct+<-`%ZRMAuitJhNk_%F=o8!p83EG$)NP=4-eg5|Nw~7`BDbE)GmLvv
z*&dOmAw&d?52E8(@0cuTkb>2_$sO`(v8N|D-nFLx`JIb7c^PVLO&~|wY}C)u2Lz&O
z^WS<eEU1vZ-GYj<mvM-U^>uPweqJp_S9J&T9oPo0G%8fV7VKDcS0b3CbN4*9(J#AY
zgm{&p9P&}g*n1`vXH|H{?{5VTwa%5nc6)|nHV`na*Qa)*@SBjS3_!BBfY6eX%;t=j
z;Ds}ei#1SBt&H-HCrIQfMzwhOoHi?apvt%v)hW_Ed<_+wJx*Jz;oe>kG?d;xh+Y^I
zK>QL>6L)k+3Sj$B1&<-uU|HL+8LB+udWTa)bW^N?TT`U?7F!yS0vTb~OGVXTfCQpu
zg)5(>H#V9Cql`MkT6)D0{Qe#D6%DhejNlJ1g%nr34GykeFMS>Oa7dD95#9&VHMZWi
zv^$FZa?-%e_pYuxH&(&cT{qu4)rOGkB1(Zj(Gd4xEz@fxE}BwD4tE0Zd3wE681RZ)
zi|Tt;sauZ<C9iwX*HHh1t<^DN{khVk2&eM6G!zdF-<nUn9ul+&auTCAe}m(Vt1xH7
zLZB`^rt0xoMvQ<lf4zkJC4q4LfzF0)TGL+NmAG}p?!Ls@z?FMny6%`-Mv!Eu!=Y|1
z8y+<+kYIRl9B@5qYq<>wO&-#nw+*t~2~mV&C{imoEDNtotD{|JDc9|3W)Is2r3GVk
zlJ3f@scd&UuYjK5lfxu3nj*)UkHQ;;^tO$3Eqb=Uy>Gm+1`Gq&{d!QUl#wVqGMxM|
z@Zib&G5YBhdRkt(Pc?5@*l9yFylj8+BfuAJo6VUNxV{tmSiakCPu7}L?0-TSs!_?k
zO3?8gwz|-AB`zDlqgrrGM3ETp>-<<4;tjeJ^S4eij_|r}1AMd0iXfD-5k#pPWRwo?
zY|WoSqbjk5fgI`Pp$5%polf@mjREvl7H6#7t|BPR;ARXU;@uqEc8)ncDoPX3ENd~{
zr6F=6->}v_Zanasc2VKYe)EKB)c^)9A!u(xn+n@s6!RSE{#Wd>HHK!fcdhsyARF*j
ztROlkPKN!UbkFu*(t~N!(uvqf4@eJnLGS2WK1Fl=1xrCb78j%{H#?R9fd6vAcbvJ`
z2kx?)PW@z$0J2AY;3=}#gt2*s=F}az52SQ>ARvf5wb_?;YQy@04k@n2&tmUk$xFn}
zyFle=`Xv|0wVMJuvCPE1HT>)vH%a37NUiI`;@|+*JPECm*g<QOTnDQoX6HY+Uz}ed
z80JmUWZeH?-wc5({{H^upIk>^fP!im_3Bg2GAze8Q35HfVkd69z1F$Z&jA1DBqJdb
zKymhlZF!vjdohnq^eh`E3y=dcPNKd(;27!n7)Is2H^T52AscyDN(DBP#C4Z3LAMpQ
zo4@+t^k#>d#Rm$@gK#r|BsY0o@=xM(4mLrtGw1fSq-rM}19l1<w}{E9orBxKJ=nFc
zFV6-b_xs{5G3vA0t;#8HGUFkDMnIxnJco(aa>1&0hupLUNyYi)3G$r>Z}TO#N$6M0
zOM1x(ON9zW%P0s-lsYYo_x2{O_cQJdRy*+JhoR;kk+oKv<F`QD!7O)a^P2l4Kn2a)
z!~pdkYpd1f!8@G>!~KE3{I;Qz=$V;X3lx1_ptHAgHAlxi`ti+Tg2<(SYYs`$Wi|C~
zYJ^!0Qqlr+B<PSlqr`3HAMcFKURqVp3!*+?i1A*ib0$&Y!Vk3V&pfCWs8FGklIDL;
zTso#;j)7ecb58eW5&!bw6a`0V0Q}u{Pp!SA8OU4Vr)fTLWDCDdff!oWO86Y+<a;0B
zC`L7&#7BhGZj_e^$zRU>3~rA5KNgm|**yYurMP3W3clyrB}x$1-<Q_1Z4Io8nDFpG
zqsh1&Trk3um9@$_C93#fdEjN~6@~ZMp+(lQ^gTLe>I9-!UMhDx;Jj#m?OD=WTmVpe
zr7lW!Rs5QPt17BuPnOsPN)#WyYX!lquIbTIdd`cg{R?=^TV^crFVeoSOJ<$MoLn^(
z+>7sl9^t9VBf6Kx?5T{5nyj~L4ror71YJ>*;wt20kB^4E8)mvirz2HdHz6NNS^;ku
zE)ZBvCVS=7o7PSm`)ehnL91~_;%U#Gq>s^f{E`>_zvQgn3?9bOTUqDxz5_)#H%(`G
z1M7Z=M?XeDyvS$0`yIEcLdrDhI&TKJ(z%p*R_qddW)9i)hO9X7z7J^d^01QIZI|0g
zR(u3d0{o_i;+H%FnR}+*7q_^*BT(Wx@<LSyyqj&QM6le=moXMpBN6JhWurL>{0{Yc
zm%VKte5)DN!_2x_7hI$esH4YwwAxe@x|a{iZH6i@3AiKNA!`;vz2C(ieK5_f0KRz9
zoGip#Yyv>>$dol*uuW~6$5nHr02MeTbKJ*TS%o=3LI7tQG+K2L((z`Pp>e9vJpmYh
zNw+sHKiVrbx>8#NfF!j2@&tDO`cnf)?AZ2m9_B6bXOB64`(`^>KNlz}cYb@3mK7s@
zD8?nAjg1s(ZN6wPyy2@d%pahmF5y3jqr1_Y-{#Ap=2pNohaX>%5++zE-pz5Obw!mB
z!n}^q<3Oy@qY~vV`5VFO_V`|}Hz?DI@iFLMeB`OjMzY<?T>U}^)^DHCGm!{{&J8!I
z;&aGJcB~J;X?_KO(``tX-v&sHs1a~^Bi^VH+Z-Zmd(bhVODWo=6p7W?Z*TW%FiS`p
zznn?*(_6bq{nDV4Cq!C17UH45PTsP}zAtr%ka{Zc@4w-G_q9v=o_y+EiN6IDoVG06
z9%PvL2nN>zs#7!e^eXD_`3cwk3UU0V-6OJ|1pVMZMAzIbqy;~Ky@G^wL?*h<xt9+)
zo2RX9+Q`?ly6dYL)vEl!ktXR<edJAou8QT;sIEw~V_PJhDME_a@JCjWRX_)t1#H~C
zZ@FzvW%@QMARxUH)^bCmz~O>8)fJXHISV?#ZsN7cbPKjK8c1TeOieghPD>Ch==XWH
zw=4vs7KvF5ag}oP^qc)4NX=>SNm0FCuKBXh2c!NzN6$KZfjxWnxS=ovS*ju9d!M3<
zH7ngr(Y|N2QJY<wuwf@Xw#>hKDB3%MWJ+c%JO;MYQ`-i01%JO4bcAzg77#1LF6-R<
zVA@l@ysi&V-!p|Gh+30m*Q?Dg?ksP}uGOokq-LJg))Gf~Qy#r`$%n_bH+8zS``pTT
z%zGV!e`pQt1yyNM{(eE03e#)Sc1p<mH=)F^HpjuiAyMawPD!PkQ`C+dW-sFy+EDkk
zwLm!f8JYXvghWn~At@{}maw;5t~4*c>&EA-QG+G9a~@o~%sWCUU8&J23j8|ef|h%^
zq)U|tVu5Fkt^dFe`iYS+42GNpt%QD}Y;a@L_TV}Gr5rA4s(YZ3Q1<n_r?|!)brV!g
zm&(-x`$XFRT^DCd(x)$vun2tc7xji&cL7S~io*AOfwKWJ_wWun8R9Ne4e`<78PQbp
zo!7gBqx;@)?t7-qZsfeo>g0~8COFUg-ZuG5-FSHYsylOWId3}39Ma)Z5>09wd%CO2
zpr5vuryVpUL{V=IPqPSMTG&X7=bj}dc{NF9ua<kPLQs<x-Kb}uswK&wB8MH+JHZ*%
zw*A)}sl&fp)*}zYQBS>FVDy>4mQK+&1+9PMZ@#(4PZW)Eu(D4aLU>lfUT)dyK!kS%
z6Nx+D+jxXUd(|zMs@6SQaUpJYFuaJ_sygm9Bw~V^PPY&b6^Io$zu6(1DsQMp$J;(9
zLAm$4nzkhfF9cYb>WPs2dY7)>k4ZL<G?Py_ie#xkEpArxnU8D=fp`&JZ$k9;*xkM%
zZ$|6E4W#h-3qq(Vb!VJUh_Rc*KdJvKuhvJDem*H<MtbePDoHw_Z+|XT{3pRdJ-*Xd
zm_5T(X)mh+F+a4vX_VcrGNGT!%q&kp-eF03A4DuofQ2_FOd5GQ%f0}1_X_Ei9rL4I
z=H9U)ZYn{7nsEqCK%tw!*%ofd+y6Iwc=nQuNl?qh1fr8mZ72T4F(NmW1j0S|9BE!~
zZ8q8z0XA4eY><@s&a{RV$S0C!$@}g)N`|=#@l@n0-|rn%aQ*pZYosC?Qg5TU{u-GZ
z(pqTDI+HGWeJ&oiaUC3VKL#+)dIq2MV@>K~?e-I@7{}ENfvj2s7W?n*Nc4q$=2`eE
z*mGJN-^(_M+RYQ{l$<B<((^!xJj(U9g=sO0BK#J+;{x@mM1s9Dx<|{%$mpm>%Lx96
zx&k?CwHW~gi|ei<YMZ`YGTr3W9I1gdov&ZUU95cZbuRja3Fj4Izd_OJ;|n2zyCabf
zP#}A;s=`Fhb}Oi?XivW)WypbxoxC?+xho%WQX{Hb%JU2%W#j4DhuM3o#dY#D!cv@K
z(w{nzU@YwJH@^-tZM5N{JzJ(geY!gUC~uy=*+8fZXfe@G5V%!L-}K`PC*Hl@g0$ug
z7|HKTQ;a-EqgzkU(afIrI28dcnBvDwypwYbB=ox{)^MJKK)coNj@0ktJ$>}28oL|K
z>8Jy}PR!IzkB+l|KZfU0+yNX{mTogb=a1QE!MY%PG-fuH8x7n>ZiqiVkVYf5g}<xW
z@Jcnq>|F>vk+3SDG)$!5$LC?v9nX!WMtps|54{6#mF3>#)@VyiZ`}U3#a}^nrz3mv
z;uJ<3*r_yq1GRCo4%%2ZW2|!Z1HUWK1>rGezPldA+>l>VG>jI65i0cw87tbm8+n2F
zV*x>|-S(R|%WGG~-w|b|w4~ad@~Nnrr@1-_;2SWk&W{piqGx;D!+}W|!qa_?ry95*
z;H}J;vY~0qvkrAVLxeWo$)B})K4IXg6N2sF;P#3eckD(!Jpr(*T~o=LkDc^=M#RTq
z38iW79(cJIzy-r7^y_x;Pf;Sc`~UVi{AB!BLCVKq<$PI2``PbOtZ$^+-c)uY`_KOK
zRM}qaw-^u0k~|cJ-s9On#Bn?w4{JtdWklk%zFy};uYY(<lS=pi%q8B1^RJjrC>kc;
zi9{u)?g=i_z-)GW(!2i(^KtR!(~sTAt&z5N7s9kBdhLtWdcZRF+p1xC{y>~sy;t<)
zm~7wZ6%2!MMN?+Sd+B`nU=t|~pS^l6QwO))@bB-Por+42iC#v2VwnZfj)c03<F7)_
zv4d;$l^98s-cjcv&C#h}p>VVWWjW)I{9Qm)jNHN<@3>d}4lfj{-VtHN120-7M)%j~
z+ZfLljjX3STCv!ag5jRSErrjR%%3z|nm&wDEBpVuh2zryvlB&u{?8HuJv)E?eDTFg
z4CJ6pL1Cd<SH2%MVd9Iav%oIX2s~R%J51{yk>orv#5*rt&Kda~wpX?0>i$W_(vT3J
zlj<|=Vxu)_-npRrfJbC`g5mQBALaPXJY`{Fp6c+7HsyFOf`K30W%?3JF6Dpj78l3N
zXhlz;?`YeUCsFgTd3$*`%<lp6vHWV;BpWo!RC-I4Hu|50xODRivwJ|+U&Opf--(Ev
zILT!C|1rk@ja#T1lG0>Ih!|fX5R+BQBh7+v3(r0>s|La+$9C@MZ4F069?wL+r~O@9
zY!@+(-7t<~0yFeU-KK_spC;0djh@gd7_orJG=0=a$br2ae;sX;YsVXl73Ez>Z)u_#
z_XJ|L0=AWD(2RWzIUb?{e4xMZKX?maMv_zlk|y{AkfdADit$!h|2F^V?9|=DOPU-*
z{qq$cB)~G=O|2ZX-7-YZ>CK_MU`KriU)Iu~sCD%}_R%P%-rV!zv{m%~Zt;I`qQHse
zhur*k(bcQV7I~TZlZ`OKXh@&_kwc06G3jl^u@FjD-$m=Y^6lnN#~ZAp$I$=&{>g!;
z5z7l9@OQ{*SZc(!j%k9A9f+H-Q|57Bh#P(X;||~d<SpjrT@wu?MCcdvBQ?fWe*#wj
zvlpg^VXb2Ek>;h)XN-*JAOOd`C(pD(EuH+;24_c_juwgUj>4a;)?Yu~RzVwn-67(v
zjZmf$lVA7$`xad@Vsw(!u3WteTm{NN>9Q0x(pRgE(8ki@Q|p+f>)2%f)9iU#j%2H6
ztz5bCRr06R0>p6X;(;vHH|I`rd@=}tq?fg9{iwCVHg}G{>%#(Tg)QzJ>FYz6uOBst
zUc?}ZvFdN68AN+rH<zvO%m3^x#KzpW&-J73+tV6bdjG<NmqZw?(heLLub0zikdx;B
zJ6h7F!4+xC_J(>XCwPnyK8T4bP-&Uyx?|{8++X&tNJk^64idVtcOpjNT_z$#5GMNc
zXb1HahDA8&`tQA)Ii}M%dKtl^jP7ivTyy3aoh=BZ{l9aUJ*S1Fu~T=TIqU9`GA-Pj
zaJk%kP^3NSrP1ilkJ!*UtpOB3WUW?khJ5QIxm{f2O!O&Fd|<(O<aRola`QB}`@W=S
zch#mhq1!=rCXT@?;BEa$df7O+7y=}GXGqDCvu+e)Ka+FPg#;MgSxp;06)4UA66x9X
zae=l-&C4nm_ZVJdH9-MJF@psh&Rs+l!32K)jpW&zM^`A>1tVL^&l-`I)m6fvXF>z`
zkoHn^D~{I7J8*y-+ZHdJG-Ovop6<0+N|nioq?C>AY|he1x##)X0Ezh>i?TQ{h+))a
z8N1tak~<e@tKnjJjLX)>NkpokE}K?(0tvNWpemSuzhET0GljYU>!O*{@6Dv!a&94V
z1})eFV_AT+p6QH)%LL?`>FX#X>qr~PD9b}-t!u`{NV6T|zKEwa9xr9T&(PvAe4jbq
z4hm~P2h)*wBijjoL|~-+%=^U8dzRpt-G-(}x-uyV9lbS%1xUoK-C!4+MWl_55a{v?
zAGR5%{~5V;9jYpz)Voo(m=k?3RoW{YIVNuB|H=;$COdm2Q!OQ%gqmmndbMj*HiMc<
zx?VZG5&zFW970bmjJ{fEse+H=3i58=4l8oW{~T|I{4$JdDzcIT>A%Vq(8HtS;3lgO
zK68tIB17I!5Uy4nTWX#?x_oF;3%oJhwTsu*_HD>sggXq~lZsRooP$r7cQx|is}vK=
zopAfB@`;;(%rFby^EXL+VF~%d{a4AHc3PC-1DENJWG!{g8oZqBHJE||R<&c37DNXQ
zzT_y)p1BPC*mc(T=D4XMjwiLjql;l~hZaUmA9+%cf&@$-r_HCm+zGiN(#U^vUf3aF
zza3;hoU$j>v18?H{(tP<DGbA8Qxoz5>R~*-+TK7*;W}`$#H>p;S%SlbXgwV0HCa1p
ziUcr4y}MSovNF!X{!-Yb>g`D(eM82cg{v?vR7re(MroKk>1I$cKpJn;d9;lQ?!&X~
zx+6D>!2`!!fBKLQvKbj*(`v7+E`?42?L?rBjo|`wn$zdSz(Yt02LU8-8>%lao<+1{
zRCL=ah9^qCr|kq==t{B{(GF7D|GWy7CT4SeK(KBRW@z~B^~;O>xbPGqt@h$%hR~Bz
z)mr6X`p=&+EF#bM<mb$V6Q+2A#{t2b7^yoZf|F+GAeo^((yeTaHkhHb-J8{@lt)+>
zk*f-O@!qLl$P76)fT-agBV}4cGUW^#rck%wwraZm?Lu{giQtB_=|1=nAR~<#ltxnY
zpQcX$U4OlXyIbcl2H;n^2PtWn#&M>&nH65G8JEwqNehmXg)mCaUFwV5b>Jz@HeWEF
z{pEil69eAPir0UaSu-h;!|YRisWg)!%td>+Q7JbDB#3}j?9!OD7yVIp6Id0aNT6zV
z3w9Gpg())%;mN#NUL3-JC_b1T<C(>slV;>Mj8gk01*vUJM!;tBt6O)S0e1{IVGyBN
zxr3LYdL8FUBH%5D^hvw+23~q+-l(mV#Z*7tJ^durQyupe-+%R?Ag4Z+Yx&MRfDs~H
zxZ+0Czx`H`&0=p47ESsSk9->Mcjttty;ZB`g7cmq@u-7COp@+6NC5|o;fdaObJAnS
zz^_ZrJUw&Ds2=YUCl&@e;t-2;+zptx07jLL14M;K>0`s}h5g*{WF0r`30pcRIpPkp
zIl4_+HwKu;{=|-%d~}GbaGgIMY;ThZxOe``JQ3HJ&+4);ax>N!%GWX1Oe5d0JSQtd
zyrX6=>{=e7X`MbM@;5fj3A=%Aa3-4Z@gCrRJZg3p-oa3;lJI6Q;h>GvzYjZl&sv*T
z(#ZVL+L|^$#z&GXi7F_l8@t`8t58ptfQDPwMNb#TmH2gJ^qxC^VSj1as-31hVeJ3-
z7lM^C!xU7hKOOWY#7sC|$*F#5m-wW-tS5y6&b}LdeuDj8ukEf+6X(k?sd%ES%&W9W
zaXpBhl4@I^=XC`X_TN9AoylYsFEMy*pxgFQ`wev46t7<=H&QGRq-oqWU756MSnhdx
zC-#e$f?re&5`ye(%hAPNuq&Y5Tp+*ROGC}$m(}pVeo%a#=uEC$Gib|Jvc4oMx+JU9
z!y~fR14_<ARWG)ZU9k_VH}dcNO_TSooX#yEJrkjakZ>4{V-i~W&in7SIJmj4IY~M0
zzGm3cJpGb)BCtkHSsc79?+zODcmMeK@o;6}E}0mQqxN&iVxl8hC(ZK6Un7>^O6o!n
z(Gi<l5>|&3CXjcHYPhJB{OM<$Tfl=HFr5G~M;3Mh`jsl;PL>_`$1)f->`dUUD)evK
zK;Hu6XW*Z{PHU(d^T6K0&Rc3dZCy2a$Bw*;(X9T+mpx6f=mNNXx+eK>w2hv<T_<ep
zX(`#_Sa|7en`|e~_sAm}-km`0KbjhjOrQMfM=mS5H^6*sl$`%Q2|+6-NFZpFB(P3S
zD>;(JJd*KGm@MA$$s%W7^g)8?{KK0t%l|f$euV%W^SYXnX_HcmBR8nypb{YvqN;)B
zrRD5DQOXWL(dT+RkHkTOD-LZ7BAN^6wr=KFp+-FLk?T$%8>Zi9>`6i44OB5Z@4BN_
z@1_!=>6!B-1v|dW&!#`Bpab5?<)lV>Q`FdHN3Ny1-H?z-mMHa|c6&NXGxWFeO|J2`
zvY6C4<<;Zplu#3&fuhPRaH4VcFW}^!rI~@WM!RKX#nUE~(g^b{Y@5$LezghnckWy^
z{7tk=2~}kVfHxH!bmjw!JL$8|InG@-Hrk1gE<f)lDyjri48@QfEB$CRk-P>WoK@(v
zobm6Mk%C0nDy>NgKH5zHH&)oIX<ld+g*>D>rv6&!Ub*p?JgWTF^m_bq6FxQWGXy9W
zY((9D5_=O2HvqwApO@<>NMBB)l9z=GCyaS~a4ZMvNV5WnsjHGLwYF3ewgEyAAhfVx
z!}wij!a!2TXqij;G9P_>D=HvL`TVvSvtR!L;5z^cGN+xyrqj~i<P|)J3o9d2T*FLX
z4HGUwO<+dFTNuqOY@dIF{@KsBL6E+_sqe6mUlw0qH-51R@0~M+0&3JokUYKW`CTBM
zzWt!<*B1%hIp@cpybK=bMPE@Z65{;F1PDejUR|ycfV8~X$s#DSQV3Ul*?_}p`d6t0
z!!c6H|IfV%gX+u>x->e;RLYVx+_H&35o~k&G;RFmRe0+~VLY4Z&2r=agdfXN1(Z(a
zAtUqVsRx=WP4S<7JHPDs63NqsWsRa+*728yPwGshxe@%;PH9h{qIcxB#!ck_pVKyU
zi#J3ZQmv=Ff3lXIFBpMH3M61u>@^L(7r@osMl;yFOTKaRXZ<hI8#EJgi<0F&XaY8>
z<rmSDZc5Y=r*AIwqtEaFc3fw?knlgAd3094T+Rjzpa~>h+okK#r?&@SpgLh@Z+a!}
z-wZt>*&!g#UkyJzw!BUzU|={m>*X5hd*@y|&AhYW`r68}C5?Wn8_zF!wQD8!jw{Pl
zO@*(m*(buje5uLKZ7)@(Ze7YdXOqc~EakrLtcv6xFH<T$SRVK8bJLGI(rvC(;+B=k
z(W0k3F!W)^^|cQH%2r(pUN>`a|FERaETH#fjK(cQ-|P<q{2@XJJl?~q3JgN|>sbt%
zLk^Fx-{Zuajy!Wncj988udWXDI)d9r&uO|Xpw#c~YTTSP!U{HGb3nKOYB0S8cj-ME
z6Ly1V_6H`j;t&f!g&aOAbR;~p0+fg{;l@}_70+HAI`W@4_FTmL;Y7<q^mO?zit4%{
zZ(EyIj`q*a<^#94%qH5vw#~(=No)(yNiGAX1MSga3)aD=Ge}4lOe)=yNqN1h6jCGu
z=x2B{s2z6JQ-WE+snrmz4ZTe@!D~mY({ohw`LnpS=&N?ZqjhYq18v-6fOV%WheFC;
zL$DiZf;U<&zL`YTWIun2hW}~+Zkj(Bb`I8i&R>Z*k(p+s8hd+na`bd_-jJ1qvbX}w
z4s~KHm_z{@@$Cg?QtTt(gdd5|+EAoJc(Cy@uz8x4{_t)&w_K-KwHq-ff(CC}_0!a{
zFh+D^J=(ido|$ja45yBFWq4s-W-%UFU{iKo>vDH&QJ+AZR}{VA<{xH?GjEw+lJi%z
z$aJ0)_N9P)d?+j1z+=!9phTaOrD;K0G!sDmLULPC6*0s~pY&{7?o)~@UI4qb<@5I^
z^61?^4!R@@{f@^Gs|le!ChH0Uwi`>fOwR9+g?C!tv*N`ekEz<jLrjPDGu8`b(wKcH
zc35p*2M%cdVYS`ff!|m}Hg8bozUBN-gDv+F?Hz2nf|%)wVCrZodcyk@<TPW@<v9yI
zP$dC;$c=n1P5W0SIFK?=l1)t~ewnr*DAjnN5Sb$ajeGHvfk$@R`A5c1U4mm_*^Ddi
zCocby9WsUS5FW^0TeKvtfqcl=qeqJa{&g^$$Y2gN3n|aTU@l$Aef!@JMw1LC`CH7o
zgJdwGFP#7T!Q?YzFb+lnQ0Ks4GCa4_C}96}Fmo}6`JkfanvD;Ob@gZt-M<b-4})2`
zyqQ6n2ZJeL%j@~?2O~oU6I&l6yBi;ti@fap?+3Gu3}(+k8-XeK$@E+2#Aq3+e;o`L
z#_&$0_#_v3GZ995{|n1(I~h!5(@O?2ehTZWHMEugZ_8{M8O;6a7-<Q{N8-g7_-@j?
z7QrVlRynb&ME|e__bj8d*ZY?_G<dR<rpXDOG2x|6z!C^V%53$kp$kZjZ#$L?Q(`YX
z+hb7?tcClv?Ds99Sz1m#MC^4H0oTS2FMW}&B!k$dooeBUWxe2*QQ~OA?BDh#S(=CL
zuWc`k#{IsF<c<~(SO~Dt&axnXvL!(J=QbM#@%eU*q#-6?mi7jn(G1B}ShXE<mOTE0
z7x%XyCO~puuypfg-0xReL(+f00$!69;IzkPz9d-zF}K8MXu5w}0ULN&PPW&hU$+{~
zQn3iyEmk!Fd}f6vilg9?)ehfy=5>F^yR+8s5=K-LqhXg{HrMq{f0OpEo7-fF_E5Kp
za+Y&S4PEMY!dvmD>^i_x0wxr-O9IwJ`e1*IcA57~-YXSprlzK;=0rTN0s@JTl-K<@
z1mtNV_@b+b#2s`IPrhva)Ix4mQf}NedMm&kWs);%MkS0V+FceOiXUzT)i2Ok8Jpj9
zO96yaGFJMAg7bsk&u?<Op7tGF2iVXXG9Zgu<ewhFCHRmZu<FLc6F-0DJQDxm*c-Ht
zcHZ2_@vtLS;uzh<7=NvdLYzGnFLVv?urcU-kul8n^nYuG9=#uE&VL7%+iO<_a$WW&
zuLwgcaxGdrzq+4pujj-{Td+lsmSCrxgCSSZa}5~De9?W4k#+f8l=E%Hi_5*6H&%h5
zuY@`3{(QnR0I+x=QSjMUqa5dgq(eD6x-7t5`4C`HnYa?W-L6<$z9r|QX%EVRlh}$F
z-Typ^sZ30#-lZJ}ke<kKz6b52Eui8F(eatp$sC#kA3}_ud9$Yg=(rBlt(`%}z7L_B
z)?rV&p0~HWA%xdE6+SO{55CfCAgR#jk(d2}{<9R&f~1xNLiX_FC4k1?!;P+eYMhHV
zyZz(db%zEW!3Ly><>Z#aGlWi`4!qt(C<&Do38k=q1xmF86bJU^Ergf%x{P&O+&cJ6
z5trU7Bu8qs7s~hal6bh{7rH(R{^F6ytdw0*CO?e+sk<lI!>+487o%3b;R<}6_KwTc
za1L#y94Eloq&tU<Xn&>edHmH=mg!VQnzpr>vwORJ?!uO8ZqY6JP+?>fm3UIe*#0rg
zW3D>{V92m^@yIdY)sg{MGfzF~T&ZGwi%x|11jydoUio-`v}UT55&zo5hJ-I*m3BgQ
zr*G(LWAAHFKq*%IzWrD{P~0`7ZyY2ZAv=O3bA|@HJq`e{TAKuF1AYE=M`IuoK{P_m
zusAP)TrY3#^&><UlR5hGLm={bo)E&IxK$5N6^ALg=prnS#awr->1-sFuaOL`GnR)K
zB7u+s#<(hIxYbs}<*@;Csvp}uVHKemU4;_xzQkpG+xA$wXh*trZ=u&Lg%ui(xJa_p
zla9oK?T%&FAqHzqBJEfZ&wM!kt09Cr_Cmwy`ccPjBgx>^*C(N7I=;1Op9BS{g300)
zHX3Jwt7k`3R<HShE?t-AVDrQ?iD+4JqBeoA-kOjUr8}X!u>$N$kE8c)h&lRV2pUZl
z5aLC1USEy4COdNmp`NqoyZsW4kB8yURW}ssGG8See(2OlqsY$57jbn%Uu#WOJS1@*
zfki+4mJ@<Bn-A5!3gGEzwJAq4V1Di9<UNOD!rSMPehFzl2ND1Md9Jw&kG(^~dVSp9
zI>P?cXLaT|>o#K*o!AZGy$5Wcnt~U|{$`n5cgFXfj}KP85-O8l|Fh1^CO080>LGfv
zWtVq~RLnZKo*jO|eceJ@!IxS{a`rDnqyFG6XU=BX(@rGB%R_mI@{2Ya&myFE6&Nr_
zKU`<Zz0n<g&oV~O&$T+U&H~1p^#GU&2(P3#dUklS^S6ZGJ++@bSzL1qUsVy`3{&J`
z^jy#llT@z!?bo|qnmjAehxs@j7bQH`JcHYB@8}|t4dMH4Kav`g-HYapzq<4Y+e#-|
zG3*Z6-(Kag#J?Om5mp_gN^@uBdM8#ZVG~zcSzd5e3x9C5@MW>YWqI^i7m3fTFh>((
zvyG^2XUP6_7V9s*t9SvTPrKOg(PJ2CQ8c)Tb^k|+0h=pZnVD>^&ST|mTAe4$H_EMf
zR7|@5*i6f(X<J()i^?1&+)`b7<@`2Ja=?YtUTj$IR^IjmhMyb+O2r2*o=zlmMQmq`
z&sO(}I2G~ci|pE;a1wN&skNz>!xuiS4y}fgPdYgMA`L2w4<_qWl=^BVA36x)7fYoW
znIgW+yEN1Fxc_=N>&y$*XuRgmIRWK<LMkz!uc(T{HY?e|aNBh*#d66SbLMQ;Q{`&9
z)E}Tc>?-(p9>;)bRnTZaWPu{Wj&<@JbbiP2_5WL#^LE9HBk|FW2a;7ZKN)wNJDtcX
z&wcdB=9r;DB(5Dg-TP$c>OH7UIO^V}rxiLiTL01I%YW_qfo>wl?-yn=zo@oAa#}AP
zt>HB%9<gry&Xq5+LbKf{wC}+eCtEYt$Ib`i7(Wf3Nqp!C4vwtaU&%+xV(dW(oo)x~
zd}W~F$6FFn+;@=VrEN<^QoXBsEjgYop~oeH-x)U?(a&)DyeA#B9G&3COh%%iTiS46
z-u=2=={u97drx!iv`gR9z)K`W+02}~Vv4stMTe@srNPB5E25LElGm+0+UOi*WtE+3
zQ>$S4J|&hd1U)?N$Gl^77e!0kL4xkYD{F8UlsP&JI|i1?w}co^Uts6C<EC=0lGJ5L
zYcBeABrxu%WOPwt^8qxwAJ0>=XOF$0w0qhz8sCp6(L+-*SiEc!z>l1dCTfC*V=p|m
zs;WPlb!2l3p{&J;;QP1Q(R`4+xv8Y9f=J;LYKg0SdfhsG%WdAF-@M9KuKwKN0;AA&
zw5Vu2e*Xg<56KWHlH<#N8K%R3;`o}4RnWP4aV82B0SORQd2*m-UjBp5FJO4~?|e~x
zV8Dnu1A5Cz>0N0BZ;R!Rs&4E;Tk`6YT{eruJHSrJrNq?-V<j27d!1#47-(ODox5t}
zr6k-=Y20zPKV_&#JKz89xNlrWmeFPBHY?3e6K(2Vw=pch{&Oc_v{VC!@z6Rrk!!1>
ztMA_rmw6eVHI(*V=z;!yoZuG@4x?}KNy7f{m{Xv)f2@mKL&V2LtBp<*k0&uPvBqZ4
znRL)ky|-*{R8^_MsXM}aEW7+nUVCNyu~-lFYa&g5H|HsKgYiOEHuO-meiq;LKFDu1
zAN|s{;QhPVGfZ82S`Wcc9R1i2U7hXecaVSRIGXd)mq-?eu8*$!k=7pP__11R#SO>e
zv=mf4Y}hY{|0qB~<eKGG^u9|B)XOf9z2LTc*)m%0+H*N-D&y~cG)^2nwl(U|pzgGe
zM>-9q51azuJ}lu1xqQ?dst2!=msi;AX1-tDdGCu8=!wMN?bAL1_3_lB8LUTo2chfx
z0rtcaiNjkvLKVtG`J-zS_*j*>Kg{A?^BnZ6ZJ9C-ja&LYvTktJP|}FK(CfzRKYgK-
z-^$bb(m$aVx$Yyt`PD?VLI3hb{WIw#=OnJ5rkWKec>=-<UBCBtHrK-M(RVD8PC@f1
zkFUtPeYI;#K=@wVsaT%GEhp-yDH+?_14EuU_~SsIb8HkCSMLfQEO{*@tkRO{%PY0)
zz|RNWwV-%TIohdvOgTPgZGC7`T=~Ef%h2!94<SLG4!P{wBs58d8k$Nu%Ew-iYAD`I
z^WwflBE7OG`en!;oVvMeOtH@PVwFgpZ{HAkG+t!;z5)F+UaY*_FCji!z<lk9V@$<!
z)|KTCw1nrp6)6QH?URA)8+AJ4_OCNxj;Kz3uxsDC?c8Z<-WzwFNluGD+D3W`#UCw1
z3Tl;3;`2_sa^AQjTrpC*$&UN2-JA`W@3XGv7U1BQDeNpPKk>NQ`awY6k<~H!QLI~|
zwc@+t);Id8)W|2Xo=#R~PQgn!F0S{a6q0+NPMO9Uth0hzN*iNqq_0B$nKJl4$J+O|
z4nW;3?aTgjH;r|jYk62L4+qAaI>H{i^s>CAFW7`EosPw9Yy`nwH9U$=pA6;0`W?Nj
zt4Gmo83c3?ds1>Tz5=E(n~QOSm3|1<QDpOvW;0BGBJ-S8oZCt5R7FUo$nA>W>O<GR
zUq{PT>cRw8Med%q0R`g}5MQ{wb->24Y3axeyLz);RIwJMVCfzvhizEpj8%4qI!B*C
ziQ}>+7%ZMFT6q(!{p+Gghn36D8rk!ylJyY6Qy4(!c`PW*%RFTz`qcZ(5ue%EhtcvM
zqm-2E&FHMn<1XrLRl#$y7xpr~*r6hdIIuJz><ldp?6(}jtm4D3LVs|?o-l5((O*#W
z;9;T@E8@-2YDHR83e^y9%Ctz|m`P|qlCVSeY(5eU>=*dY>_MCvF1GFhE!{0>fZ+UB
zeZ#Z=^qwhSNU)r7Ju#w@+$S}xhQ=B|l_cq~@cfwZ8WXw2h?{tBFRpIC(O%~;V$=oI
zuaoR(|L_fO?S_Q1^0>}0Js4tA$4_z|ERWuri9q|RZT={1jKvF)&HM+2e1F&ka^&jE
z=LVk9B!gL{#6}C>{%tUJWH2GRiC5l|OoMb>&8TnpZ-Y@GgAugfdXL<$?OW0)S@pjS
zhD7l>_m_%py@<i=ZOEr7IB@>kU<UC(L0U}I8r-Fje+-%R3-yztO9D6lP(NW@jJ4u9
z_loK5u_O)c<(=M$n0c<L+2udH%PvHX&FmWlk0E97-FtKeQruymzenbp|6z)!kZGE-
z$z;Y#k~7+NB2}IiFoy$N!oDe3X9?}E6K|DZOD=v?&@UZhKcO<}LJ1Ne!Y}T|?-RdD
zd;6#<U~hkCTr=oTGAB*X6=@5JnvLSmw9MyXlYoolU*A0@7hlJjM{=hbLZcV;n~D8m
zvciGmKle*^6o&r8;#1Jkv7F{8<nk80kg56y=S_wy;FxL@r?eY=;AC<@CU3PZ%ji&-
z5F{e+Up0Ry41Ed5Q@Lrcy&FQ(lTp`hjC8f4)^r%pMF|Xi@rR_;z`S$T`g+Lo-{Yhh
zN|3_PF#{swj>wQjcx)Vk8koHkMhz-|n7v_UqXRqx9?~)3U1f#5aSj6N>(yuNj*b49
z1-`qLp?bmJ<Ie2ZC#oA;qm{l7ScMwJ3IBkoL8jvNv0G5W$g+6;^6c2R$96ZixCfi6
zZeqU+_ovW7WRi$#oG&AE-&SSJx6qYemHCFLh(=Y;$#M@jr?3?y{^24_r$oO%T~!-o
zrx9!+@{VS9JmdK^>J(ze=y}Zv_r|aU^)MZu9>_+IZHr;7l>RL57`g?T5Vs1N;LAdy
zas^{w{z$%@d0Om`U$(-R4@Jwhk9|3deEI3ALb_bo#49^7J`A^lUuF%S_HZdfdcoQA
zCZ=w1->T-Z^26Aij`%*F!L#$f@zKryXr(adPnE(cc$$o<W4|74@07gzCs={!ly#;j
zrqid{g8&Vq4;GHsu_q4qX#TfZ^aoHT4Iw%?L4Sroboe(dq>uSGId<buuKqK+<lV}G
zb##ONlh99^GaILkJ^erYzJ$F2$LJ6A1(MG(S#2+@{?h>Ay&Fb}b<=-4s>km0`42%j
zi(vLnoe%VtGOEwTlQi}!$2QZ*eLX|}FP>OeaY?X_0w<*(rnwvZ@CEt#`MpUsi*C9-
z70g(lI-K%s`l6xVjU^?L!@q)~hK>KG*?>7Dfqm}6g~_ie?<T1zcOpMm@@5A_erEE^
z*%`*&3{`TG=_}d9vgiY@EAV?LfAG>$*Ds$+N(_JhO2y3;2R%5IN35`)2khf-euwG*
zctv<m^>cR3kKQE{-%u!3@(4xQZdre8r0T*1at0mE@sMZs{2r?AbMfTxQ0{K;tSiy5
zh58ufD3WF;`iEIu(fa^nF^o<0OSW;=<c0WrDJOrvh+etD9w}@aY6c59i=RW?qh47T
zdNnT4!ujsNuM9x85XQ~E`=Ji_XOEKx)T^e4_Ds6i20%jDjrQwsF$R+p+h?7|rtA{j
z*F8?aaq|?aATeg)f5l9K5swnGa$QxO@QKz)KK&|CqMQV-nb0aWDbp?}g)0Z!x7=r8
z+Ksd5+<wy?EVn0Q%HN^AyJP6|&q;lXQy3>yAcXy!mSWJVIQ_V|8=$~N5lqEZU-dTH
zOd1+X2UuVN0&(13A?};l)-ErK9Fti|7@=>KVNQau2uE&&4*JIg>p)ARbBX)(XS!{n
zU2D9=c$;wi)z&L=;0Osh(HvaHOjxQvUO4mv-}KbL)41u%-JRUYxt;)s%ORmsw;!M4
zHN8&=jj=4~2zgSTz}i0BZ>u@UEc$K0s+w8<{V<d33Q0tQkej?hL|R-5-LXJYNM5iP
z%#At_yGzuMoN^aBKcrT@C@y5BuqP!E&vJED{vcTz&&e#wHgHXznMP8d(y(%6p_Z}|
z*;D93`M2~wK3w*<0?0XAO1^IZOdarUE4w4Fwjna1fiV|KO)4{dAx+OEtS_BrfAP%r
z82Y|w0Fb8dYp>#gbU+*Ny+?;^lN_=NHI;Nw+WkqyoNhWBS4?^!Wdck-R2H;`k#}Az
z5{6(fQq)KaQgS&OrksmCEO;ERI463gC^~*<NOZHpN$n-@lK>W8wcw4Kpche6OC}88
zie4AQ)AEqAPd&Xp7iWxM5V=l_Xf&?#UmP^qx#T+H0(&>(I*7!QpqV5S&Z~%&x+X+(
zPAflq0l#RxSm#M3YzOy>noT+~Ij4a8oK+in->C_60&u!~o-==q$vG60mi9b>RH62(
zD@(chXY$~UO(>TSVH2XMEof3F8)XV^GIf_~fG6cTbLQ}nizRADH5y9&t&yEb6rCG5
zDXuz&T1VW@td}uxJ4XcqSF8NfFj1%Abe(oDNQ{}fmi3YK`wHaZxhuKA$7_K+?WJ~I
z@r_fcb|gNEERLCj%b<g%y|Z6(-K5KSlFN|F9d+%D43HxKfSG&V`v`(TMLXr2{GY@%
zEye;miv=XtRwx3P?r5)m(xe(H3jp#~*{t~voLjDDgEz6W+A=;Fe2txb=fRu%p<7xH
z6ZeU%AFcn7wKtEadhOoF%i&a<N<}Iu&1jTT#zdt-rOZ>3F|)9R(5^HiCk>LMf!G@v
zwlPCWB$3$I<|bsUOqqYzZ8{x2&*$^`zFxmSp7YvI_I?ldu<o_4b**cqYQfJKl>|3X
zpRj(2Zp?Hu1FgAi$GIEcKfbd6?pD##ReH!nm0+)L$~%u5pkIBP?d1FB##(&;jsi}v
z!hVs_n!D2T^m=yL{%;CIsm(sHiL@gx)wTCpU-Dx4EIC0pHpo0iL*Xt(UrS5ttLuh?
z!-Z%UVf21%oM1uFi)(U}XAHVuFd#@*jJfN3BJaC&r&4>dGOZYblRMH&6KwQBPu{yA
z>m+Kmcd(a4>RA9#iUEzNd5$sKz>pTmq~kMHhP@;GE3y?khV#mTq%L^=nfmAngYkjq
zo3;>5q+z|81vA_j)ey0$uF_1fu8QF`g?^hjPS6xQMuf-EpgL6fZ0Gu@Evub8xy6s^
z%}VtGq*j6)XbV+qBgZ&vJ@YR1juLKX5H4;p!7a&ok^z+|Yiv13`+1Pj&AQiiv+$BX
z3*e*?;kY1arj3TB-I4+vF+}S)5Z%iC?^$OS)Ii)J71%fhlK3n7wPa79zQs=Toj`)B
zITGrCW2^$Y`ClJ@-N=Urxdu~n;qr4;Jcu72<R1uN+#Aa|clwsXFi=`o5ENt~M7q_l
zMzbpcN|}Lw?VD1uppze`VX6D4q6<q;^327%1dG_pld2!>nWF<O)I}<VeQvMjn;N-X
zmWI<TjWWlk!pse8v5-+fZfUmnt^5T4VdL7`dS!K~Q-&3Do0Q&Q11aud-t2j&Fw=4E
zwPg>{E&(kpqb-|zxjvw^^6S7$FxV?rAA0ao_RSB7CMF9aEfUT;bJWcZbJS`tDWy`t
zJWvLqO~p1fbQ4~!7Vg*AMyIdghuH``_2YF3O=G>&5o-u1$I585YsDB{5<q%}k|&zI
zqoDY0ht!MqS!DqkfCUYq&QrIj<__GLqgWfrbU-{sf-ImsEK!q^pwMx$-pJB9w>zUC
zm|p$>ihrB5BcKh-0=@1SD2^0;mE8_#t(F``WQMGtecv^V%RhPOec63isrQ1-xlllF
z&|X1g_)E~E!U75T_=KbAAJ+wyFV;>zJtM`1cIRBJ@$W4_fa8EXm4TgQLo`F(FvD2u
zQdp%oxQ?&df5!+ijj<pv-OjI~qm|-6NlGqT=0@!lw@zm-@W5D5LqCq*6DRZ+Z*zYp
z0BJ^;W}hV6o7B^M9I{Z#Ci>^`VPCuT+p1Gjx9Zj52wFtU>h2}CQ5tcM_#1JLO+QT7
zHDBj`QxMXjsjp3e^zOq=<~MqAmQ_Gj-U=*JRu0cOaR}}6JP`3C8k>ElATM@L)z0?f
zH$`$GO$ND|b(5I-f4x!YZY_Lxfe0>E=}>8DgD_}Xc-YEPo+piWl{}MdQaf+<m4Ey2
zA_8RDLS^xdqAlm#kVSeBOivpGGOUd};#j)AVF9JJ@;EtzQrglg@+F(rbUU_evMdVm
z8felVI#HlJFHbJx3LET%LrVTKg>7-%eXgZf>`e}!1E3aMh`io*k_m+q^iRk#8WF*6
z|6JmyHZQE|iEl90@L{;rDT+cgi?|9kDZMv0R-1xX8w-^&7Do^V*W9bs3LmT>@kWRD
zOF@25F+EZ*7J1Zq;f|_Q*MzT@71s|)z6Nuly1}t`pV2@<W;Fom#He&&@74(xMxmCU
zk9nq*Yw@#$X;EMd09P(0oZALB-f!b6#?nm}R!1ggLbbJxB4FOV<d4bgIU6p_?>IZd
zR}{y+)Q_BHsaw_lU#7Dn#(19v8X1Z&;E3f^8`dTITev~B;v+K4Ii565GsA3%a7Vy&
zS%;d#C_kuq?;l5Ge+6taCbzb8o@91uMx2FQ>U9g}AG34sK_QBeCw8>aOuzPUJ}}HC
zV!;qAeo9h=3^^0Q+MU!P&`i5>mig=medQc;gg)C|9z9ii#pJi0d~{U2>*~q2ylejC
zjChWe-E?;^ttAtVAVv261-X}Pkf5R<k=UYk0*sAFnQv%U){F&N5MQLeSb6nFNaCi%
zXG%sn>MKYMAn(3}NR#QEc)cP?eQkO$eehT>p3|Yeq*00W)O!e-d;`7Yw$fAx<u{>^
zr-MMWscfIS-4fjlbYWhQsTTX$fwMuWGv_wI49UfBV__=@n-ICvD54C8$NlF&$7g@D
z7Yg7nM87dz9RtrD<~ya)AkN9!(n#nXkx?g_ab4(|;2M<Rf*oGvA6KqMi#=k`?~MHL
zwxLr_Ara^EuQT&ma}I2M-ck8<29ppu4D@81b^!rLF5^<XN%zZhw|5A_Z2h67J{KkK
z|0U8t?ZI(|JJ*|kOa2Ur&)iaI@us_^_)H?W4v}A;p3z`zEs;cmLSSt%@^ByX1JISq
zwc<uHL?bH_?H(cxmEW59X$B3QT)6gf@d#auC`<4Eam6*he0lu}ztq|@T$SEcIZsfO
zfMze5GOJCw4E4mEe|*je65c1&RI}~iZD(7!WoK3Pt&cjVT=Ir#fCz+pE;im%)jN(8
z;(R0Bj5oo}Z@1J~nj5Dih#4=lEk6_{o<%wm5(<W!mefHsE~}H*3@j)I*`N=ZRI8U4
zXBFPJhfySY=VdrY(T~PG#CFq0ajSA8coT6lV7`QSL}^6bt4Ip#d%b!ikq&oirBgne
zUqx3#(yyfZ8PZIGE_&b_S%C<<j=e-8aRKKM#~PeHNv=E2*FB)TA*=@(bo;Ru@cj-W
zU55WH3|H=gxbK^vZL?NhOUytv<AfF0y`KU-JCfPaIHq>dPN9Hx-)*;DP!_N3GzIOi
zb~*wan_{ZgzZc8Yb8;E9V0ykr1Uk8a4^kfZC0tC;@Iq!WglTnPpd-u*9~4s3d+)HR
zaXdvAZ^~lQKcvc9lOgJk9P-2Mrt0c9rz0=MId@G1+hLB=5S%AXH<S9*!&P6q4FZRY
zLwl*>fs{eE9&|plEfs$DjuodU;ON&^O~_&pj>0#En_!hIWN3QH=D{SbuLB2*4yVj|
zk+~YZB<oH}9nFHMDP}LUzslvvyRwN6o&KhB>Xb!hNE9;APO_Ni+n;VPTm1qNjKv!K
z+$SfM%G)T~zk(YQh+1<1Sy9{r*N(A@1$V<m*&e>qVghCETij_rWcjy}Xio3i{P~2?
zgsyHWlhjg<pd+^>r}bus5?cN#wZ5YaHrcO_u2*_9cWZ_tdZeEpWJ|=Os58vfx@*vW
z$>Dh;n%Pu(G>O3xO#oq8N~ekt;xkoRyw$iqLHC}?5rvU)h;Q2Ez3@1CW;&LBolhKB
z<VcgNqBM>;KW5UkiacW$aJoCD<|n6qxv4`(da1Pu?IvO?+-TP{6fD%0(PeLnDR;+q
zp{60urYW<~X1R9A^PD9IfhH5D+{8|xF5Li6aVmO5ST^WSo-}Mb{`t@Q6}4H);(8W7
z(u$_<L?$t3l)}$%v$M8rJ_SnMmeufMB2%_7xYUC!(G#OmaR{?xX?4-CEi^F0rL{V<
z1e%>yID$V>^3E^0>Xpcy8`9@AsX(E22z$?Y&U;ehKbov+M$z9Jo$;nTqbpJF4!%f$
z-H$}1G2k-Stli;w)WZ@<S_?5tNRUi}b-Q*9`<CYqd)I$QI;d~wDE8iRVo+q`R3oC6
zTEtu1V?d$@i!Wjc);MEX?MC>CAo|R|N%@zZgvFFw025Yp@$JJdP##kBm#&i&T!C8(
z8+-{#LXh>tg*>7^4uZF*rr#b{5FfdU+(kULf~w`>H8+TO-m%M6g47sk$)pMmt3$m8
zez2Q-<*?b!@lvaiS03Ms{lHV!*szU4JFd5b_6qUWHO5llPG5#Qts(MU`k#p!{v?kg
zTK>x$`%HY%a7UPT&h(K0t?}#^ptAROD<NmbM!5GsXUEEoj8x2rr1&u|!1%@1BR+Hq
zTaf2TT#r%ykxbsf6@Jt0JGDSvJV^wKR^K?f=$~U{_|s^1#w~U?8h`j*zVs)sSn;DA
zozG7Yt|US^N;=2_r#2Xd5bgy#kw8AV*?8xKt1KegleTv9TQ|$IxaS70a7ALNWRCIF
zs^z3{5#p!6s*<%x{cbG^8?~ZT&p1ysS|gdLuD4648M~>7tX!}Gi{mtJ@v1jV{5tmp
z-(HD(6F2hdV`GB}_dYTw5o{DID3)4lpPe!@zO23K{bsbEPAH!|W#P5R>@PhM2tlHe
zhONNSYt9+dzL5gEgElQOC<e&l<Q4I|rNcfbb}ojxUX-f?SqQo!*PL(1XXXC+EMv_~
z#3dO1rk>fNKxoF%ZG58MpK2uOrw6W_*CLs6>y#Gp)tXQ5hiWZ`Z@@2Ra+Q=TkP^Mn
zq{h5wOBBxEt|Y1ZP*?T=1z4)64NdLX6m*T%bDEuTtCTeQjQ<WIoStg5(GPEFV+Aq)
zl4wK4f+;Z~37Mb3H`IZSF&&j?&Mtq190)Xb>+OgpqW1YPDbiKT8Wu10o9^PN6{LZE
zk*e)~v;YFrWu3<0z}KR9S*xw|;`|BcCi@OSmEdMLqQ_CBV7vDE01|D2U%Ik30&oLS
zW4;__X3|{dlzmJ6I=B1YMi~Y>*{1Kl7~4&pnb|ozgi^plB@TWB>>&m14_q#tO*%>B
zDgW4clrxy@Fk_ZjnwdQ7>aEk$uz_>%pbCR*Pftx4?T%?iOa0WiYN1B@nzUm?%v9BM
zjJI;#k!NL>d4!Lxx@&u;&vfZ0Fn8mjdas3`E#g?#<vkWYAU>GDFTH|O-^J%E>3@nI
zYR3q@LjdxeBu$@sz!~u}N|X0W)!jCXar1yH9@2JWtxm}pJC&om#$drnFy4u}3Hq(@
zS@)90Ydl6<6Kz;M;h86KK9cey>;NXZEU!!Zd5oYN-Q2{1w>aL9gEVmi*=8Z9<Du?p
z7x+9GjsIN1|0C5UPsQ@Lz6ksy#jJ3t)1S@g6=GqW>n9o^;fo5s837Q}=JH*2@SY{0
z8wLt*R=RL`hWW^J-R3$>n5sHYk5U7=BND33Q4n?U&rH;)Fwn#(p9K4yix?}toNC-k
z10$qts-+PL2MmCXK&pj`v^PP{;TSx^Jw~}{X*ZQiO1~KX7!{U1CD}=&?FXIopId_d
z;Fioe48D#w88IZN?5|F%?Cjl6LVZjP{Uqf$JS3<lG?_>DPW{*;1^UPEspm@k{>^6Z
zGFlF}ee&9(`}9r)>H1kULx&@9L3wI#&`^K&K)b)`Jv)OIl%U;J_Uvc|8}-Ge1hlm+
z141-=y0K#oX@-DqOm{7p*pK=x9PfO;IpYb%(ViA9ww^G-2wVV$C{qRk#~&%3;?|XA
zqy>deqHQqY+gP`t32Y3Uf>oPr(vLugvNTuJW;B^M7%+qfm><}IcIyKPlS~L5fgP(?
zoFuv@yzwA6dE*it8y1LJEo^%@u16~vG!jq-U__Y3<c0GQvj<h^Va8Qb(4C-r8f{Vn
z;6Tdj6}L2@xcQ*;c<9%cm*zyk=cGW`y)J13rxtJgtMf6yjA9T8Ws_EsrRLyGHUSrv
z1g&=gKicdvpB#GO)&!aMr;yM!<udMcWH__}(&Y;0)l}Stb{tjfs>bkPX{T*&*OW^R
zGLJ=WCm`S9%>&VMAsbVCNo(n8xu@8BXZ7^eCnUIQmrxxp#2l3A^s87~p6=mM+PH-x
z<focqz!2~jkjz#~Kd^1Up)}V?-w+8-6r;(Iz|jgNZG~@m%w*x_mVjhOLyT~*lkuVx
z-bTUPT*6q7ta_SRf=)OlDGBnmqz`n<BekdW?@&Zfez%ztN>7W_%OLF`st}if9vsl%
z7MG&2eUJMeU!>Pd{;?Qx`ICStK?D5&G{nQyAP9INw!6-68Wa|92^L&d7SCZCTfxwc
z^zFXvJi*ZYJR(>XY-v>51O?xg=GcP#x>9&veXz1stO#cTbH{#E8zkCpdEcmM5IWe0
zP}{z~xX$tOU&ipAtj?pxKebe%>2BGS#i!nN+{%|+rLin3m@fYX0Ju<;N;k6}22(9E
z?jQxeRBLyvJGXpG8sluB??M>R&s$I2`ias0l<;vcjE0~ZoRqM?zoboAQd2(<uPLzW
z%7G7kEa#%VwQYVkqYxW0rCr6af^XH~O&sDgrN5mHJo)ib*ULEv%diF_K$vY^s1w+B
zC&*XK&ns?U$qcPPPmL$a!IlX=cY|C}K*-`+|ExAmQ7B~y_*83+P_sru!L$MA;Kj}F
zW}e*eH_G_~7Am&RMm%cSudYkHokwV=D6STRZr~G)+(NdmGmIUN(B+FzB&*p{&WL@x
zOTUOk2k4ZJng>VM;=N1i$;pew@rL2eITwWjpU>zqHlmySm4_)N?d@#M5pLgkHFOOK
zatfVsZK%b^RLP!jw?@974y>Tn^;}FJ)K8iRy)xai0ROaV`!>-{0$F!2N8@<ue!+wL
zXoy(1y>^|Q>k_kudXFdA^8TAQACX8|g^`sN<|&#$)cuw&m#m-_I5|vA9mjGDCF+$o
zLgmWh%%4wR%!noQY;VcNCk+WGw6_d$>(YuZXok8w+7}r^?fc4+?n1@IEOdm4z^b<6
zReb&iobxKN?k!z&b4B6`b!`$q{FwsiHKs~F;tKP!R(;kW!H;V8ZSr$NLz4X;TC2<X
z)}wG^KJQv>2M;WkZumWFkyn+(XXn0Zl|R_EBd+L3dN$c5Mm6QJ-RS*md7Mp3RGyV_
z^QI@-7W=>vbyHn4UbQ&7aB6MHRt20NgC;DRI0N<G-L@xv@CXJ?@Xd;~<O~YXo;`$s
zD6++_c^wP21Ie)~QXIa1Yz<S-x}`_)Cn%>iUmzuS(aBn>I?B`&RETbe`h7WS!!q7R
zam%uIH`nW114OW2>toOF%4H0!yOB+c<2jmLo#<FZx(x=}(40|aDe9u*N$fvkj6gY%
zTrS}=Pc$<^q3P09sn*07j9t*pPa#IS*O4Pta<xW1D-HE6lyA?c^!4q$>hGqkz(UK2
zG88k^mg`38CcP)=nC>*QEl&B-?gK8}vZR?0fL{Ytn4f5~!3v(!aL=W{N2+xz!02zX
zHB^tmo@~;Lr+YAnQhq$-W`!$1`jgpq7q<l)dP}UVXuFlu2~f#4eO2d+Nvi@K{{GtS
zfMii@RV&sSrL^HM)4;xDtiyp;+nO4#HB<Zv2CDvG$26yV?J#FHSULTR7QbziB)nQJ
z2C$D9oIh_Q8Vcw;{_09twB9{Px#Wu4w6443_H|TC^ESza{&H^0$+7cn{XDl}xvRgq
z0{#Bs6m9!f<*H}Sv0Q>UypD11-|S%hC~a<vy}G^!3Lcu#5g^K9I(_c*1)R#&ZrxQ4
zriS(IfYi$njea?!G~II#=K&7{eJZu#lU61~Cn&3zu3o4jN8g~eB&sfq5oUD)Ir6Ht
zynEd++~mOIa}m}p@%{jb08$@oEonh$%(nJLTK<UNH*zR&Ug7N*$s+)r9(u5}x|_Gt
zDFqA6r$p5MY0NI{r)EKV>sGYfE{WX7(N<3F0sfNcr24@OOOg(^tktd9bsMEwlayYO
zTv}@~T-X$g&Q`N*Mr#j2mEWniy}+4(rj*A+7MlU9*cqRp*1Zs&H3z`XrvMr+M}<wT
zJ5shoNLI|BuE*Pp2GrNrZ72!ixD%CmP)6~CrIFdX<O{M<dX2pXYy*ofH@lR&Mmk$`
zCs%uL#7ed^kcXkbXZZY;m&tkyz%+{M9y3z2yLjedAf$ZO1IbQC%MAs76t|Ya(@3oG
z;q)^4f$fr#-CQ7e@JdI{1>~#_U*z6@R#|*UmPr_n7=XW81vk%Mn!ws(KZGNO{uc@!
zwm)PGOP%hy8j$Gqia-jw5VdwL;5b0wFD{Fv3Mmy1t@O-l00nm_Q$>o4^OGQTkbHD+
z%AsWnHA8UEVi|JP8eYqS>6xnoR|MEM%&&3pi>TPFiHx*g0<Zc-8u!kW)3BfXw>89e
zBeP&=aUnF*DfI&9EZ%z}x@zCT7SDcHx-9syye3DmOE<5a`IaZuhMtk-^Yy?d<EvX;
ztNL^PeBZ!8mzl@XBj=X)PCkuNvYk<>Uqb>cNhM8aJjHVLZsyF*l~`qz5-roDCgk;7
z+_%cLt4<Bmi{_;84ifAcm0TQ7foBSHW@<I0^Zsn?u0_|t2h=D^OyiWLOSdUs%ef-5
zZNQ!BT~^jr>-%kkxZnOd$v83nZS#EF^U6>DHCrpFG;#$|ojtQ{G0HPbZ}To47x*=q
z!2jnKq$-_@LCpv1*Gqpm=?7apcu9g5gPZvVRTb|f{Lp00ptAmL-LngI;ihKw2FsuA
zb?|=uOg4t5nc~0<kq}z8JJ|BkO1Q=pDJ7=4wv_TR1*$3VYn1SrN6I9e&phmDXkO!n
z5^dAfG|HK#MdiW*({?#h-Q|KuJ+N+X5UP)c3w$ki=4S~+T68*kCUTlHXKR_xZR+-<
zeBX7RQr9?TX7R2hr?%==fa?+i_q?ngN7S27vH3hjfF}bLU`^KEy#|w~bNKfTM7HbC
z5s-}1suzE=YnN|uO+DvDLj{&m<T8NaNUB@&xf;DRyw<QF)j?)B3h^dU$p4l)M&!gB
zoPR;}bU3$&_@-R0C`y=lsXmVCssk_XDlEC4DZ-%<EoIT&y~gvf?>o&8{%01qBr+u!
z{tG2zRVHg<S&@h&=d<eHgUy2HW6TXBy7f{F4Qm`Zn$X(Mw?Z$XBx`~1H~qHg>e8}c
zTh){l-Whe$eDQE(*Ksosl#^Cmt;tR6_}Ew5zO^#ri_&Jd&_K1(j1z&2X=2wIe`utr
zN1+VODa{J$(yEkO?cG#Lt@*0Rl81o_y_ISCQC{^~h3!V0fCXEwE$RGYu4I(N@XA?=
z@&+T%Oy5~P+ohX+G;Tf@b0k8^wtlA&e`R?LYSg~@AXxJ-&r+I@NMsYd7N)H3P`)!%
zaF3OG`<&{ABMDWM05^0&YW*t*u}X6623~Ptp~Dv+-Z%HCfA#97O3FaozNa|uNe{Y2
zdokX5uj04mtM)Jy4z*}A^To}UDFxHbok$gqKp3YsbLC0>U^?Y_cwjUs7?8L?dD+<Q
zTRjA3k`CN?-K~-*KIgclE$ub%ge&%r<AwQ~)N~A;sYKI4<AJAVC>0_?-U8*Gw7>`#
zMaCSB6xTUD+b`y%cATB-!gtJRmSP&;G~>-qo`tWEWT(k%$!uG6c0j_Vv+w_50A4GL
z`=2V$5_ju$2-s|K^R2&Fb_-qQiiYPAPVbJIOMkWSoa+CcZ3XENB&{90Y3>8PmnzR#
zv<q^_E2~?b>2$S4N5caacun^Vxs>OfFSyXMB@Q$h<02+2viCVPr}cn@c__{bm522y
zb!#r1anp-x59H0s5-Yx}`JA2~$b8nRG*By#6I-#tQb&(g6<0nh$gJ-p3V4$B(#_A(
zW6cc}m;0&R?njTqq{Yg+>m)JZ`7uoIj=ReiojtiGm4f~Ur6RNYd;SkR40eEF%6sHf
z{Wf^U^loS4@aSbCn9=C2EazLDp$BZHVn7?psFrP)v@KTmTaMK1ut+s68k9XH1%v}f
z<@19DK9hFuecR8X)G$$5961WNT~Z323e(G(k?Jhpn^~mK<X36Kmc!`Eaj*sLP2-Ur
ze${fg^j&#zuZAh}9$a-+KHaOHqXwu%MHcN_4-%}eOS&XXg=l>%>;+H~6)zKWkF05n
z_VG2%M1f?t=|%VBw`7L-#DW9xY`<=)|3yM)*p*lUEN(jbz$A9yJvqe|pRAos^4S%a
zB7Aj(XxG{ik~`Kvt483<3J*n{nnnLBew##FwQkj%Lusd+y9-btSgsfKP2od8rV8Uv
z@4Gu)iMiJcB~?Y$-5|f%8qnlf)8?!!1K}q&(4LmTfTT_9Ad*4eT&K}v-GI2r)e5E+
z2S9W($-C`qn_|TwUhYfl`T)R1vEv>&1UJKpG%tSgA^&m-rj_R~ZNNUi<n{M?C%+}A
zR;nx=#*MEFaUahPdZ}|_7+67hGPqS49}oXK0GZ7G16Xf>{&v|QC92?s81qgf5-hSi
zQC*wpq46!0lHnUHrs;U^JBh?mteCTlrmRYBhV!m>k|ywELAhG_{q27sJiX}%Q4qKN
zQfiKa(G({UO|>S&0Trvi*8{g{0>dTcKs`&OR@L?Muhm2ru5^1t2EV!j^-;cudKoR&
zW^<gO#!$q!c-64Ot-9JRmR^-QrR2;+3S}iBJ7z{*qEwq_N0rZc^8iPP^*v51lw}+4
zv5=QfLCvkMPQ6itLP1fhafC{W&rHb%!BS3bDTi*;Yu}d2bimD+$-8Wa%98(`WvIM+
z6N(5E2p3YPxyO3D?s|(KX>!*Tv>0;-(SwqXe&pil1xl(6b<3VCzN%~+cE1xrZY;9f
ziAaxZMy706src57z)Kp=91aYibN>JhVIyO<`a3vhMV1`ur^74=iGWj<RPW?_Fs;>P
z#5VF&itJ`eL@w|>tzv&AZne4)O)m@^I-VApoa>n+nVy7Zwd*uX2<gnV1aV;_C0ayP
zFX_Z%2-UBxSTNg}tNv|(DXCJnh^9LWUsUI&1!i&@^6qHT;yinuG2?9%4$^fFC2kBA
zbbE_mce^@h`%;Vcat2HvZTHqX1tETK$yh|yqhfe3^8N+e0#1jH8~@WYe;$?CKEs%K
z1o&U3b@pS*V-cggCS_aX!fLeP{6~NvR9HoGO$nmBH+Qlk^ar<)ItDP8EeX5l@h1gg
z7V8@jZR^Q}x2;~|J>6+psb%#umS=Qt8pVI5q1h2q<H$v0TvtmuZ=Wyv<8FWCvJ;E_
zk8iR5Eb)Eba>EG!<SD_HA)j9i=*qKfOM{r;rPTov5Yzv|<d=wmU~1g60U2E5DOY^+
zmx~ZBFvLJWQb)WxxGLc_r^6>Vld`B~e$)H-ulaY*8Lv8?g_Tl`B+;*kHKcx)b9X3H
zKoqpTr6ZXcNO&ir*$Y2WN>&(}-Ks`@nT{|ovdT(x7uHE&y-S(F1<%KRu5>X|*DsZV
zi{MQW+LT$u#%No4meP}UCER3~I2#LF<lkBU^<TjZp~Fr+CX|9QX{`L=%DcG;r^!j*
zk@rURMi-O?Hfr4iJL%?)8#kh|pD>$I_<xjh6(jZ=(rdB#fl>ka%cj4W3UXCOFp#p4
z*rU8IVayGLr+{=vw8-<IIl-3SEb=)22g2JmIc^258;bS&<85lHQLK0Urg9fzlvt=1
zXcMId9O*qS3g|oiA%B`0H%)9!8&cF#V7MTKVBM1(r7yeikun7Y8}XChjs~D}?x#|%
z2tHj~Dp7Fgkvv$ko?&!vl$n2KqmDf5zUtqOAiwEjE(f$F>LxN&rKtDM$B66zY~PId
zWzRmL0QmGuX`p542?p$@l^V&^aCJ{REY!qtu<o?nGYstay>@yr!!+7P>)@mDC{=!)
zytaEd(Yc#ok(1Y~o4^p06WoU1^%U+KG)3cNSH4%o+*4jm-?DsYvTP!vh?$pP^87&*
zJ9A=OTn>@msSfTqy*oN|{Yf);ZlVEvU;U=zgm~uU0l~oFX3R^=g~jeq2^iaQQCOW`
zwrElEu81QVk-EnLQb!YJ3NjK5jf8=!_4Nm|0-4E2pR<+9cfpA)Ym#B;)T7#zknIv<
zx9#&2@>PE8j&83~AI{B*aobg(=K3k86n(g*Rx95>tp);@OCTi&T$vIQkCGfb!@8;*
z*1JA!{RLF!?ucS8gt$a&WU2PvTk8VfElhP6g-@{hW&auQ$@q(NU7YmLwJ2h`m;$tY
z3DNR*T_(X7Y+pHzVTR4X1v+6GDWXc^z!n_e35tuHmoG>bdCHto*xT7uf#$-dP>_2%
z9JNAy<E7={@0IIk=b9KBvvA;8s)Q)n8PIm!TBk?fbA2VNRl@m)(Uxq~%$H|+a_#?c
z9MlrR_DWLUv!s=jDx-$j-fA8au5L~P0G+;+uL4$4Pa&nNjxyjHkYZBP`%%KDneSK+
zmnnM3A%<r4_q4Y_fr1kJ^c8{l@raN5oMh^Oo5qu7og9o_8_yUR(07XrY|raQNN>BR
zEMDMniko^0Ny54-J~QjlU`u?a*(stNyE_IL-{0Gl1pW;~Ok(Ssy<1TTo_pIJ_f$02
zqtsHTB!@|Zb|vo6pv-qwM39+?$i)g|2}of4Y;fRx7wFO$R+8>9)KK~{Re!l3DNWi8
ztlc4s&|%j793Tvf#^SKTs$@=8-VpO6#HI#^SrQ2hLKXmp%Qa}dFNH3W(NY%uPz`+%
z7vx%3#J@e_G2o~oq#LO#K|1{DS$rg%H25KABnIZX3kihEhE(2<=GDm>`5R7_JvC_U
zO{jKx<1N#r+3gQ@8z~#I#7M6zX69?9&qR|kjcYx9YRExF-Dq!nHqCfIN6G{R+0VgQ
zn|@%e7RgTkVu4R*a~u}PjRbjR!6vg>$_aB*Gb1{P6+||M?`27tO12vaxi;~b;R;9z
zJShFDtH!|q)xlAJ-)DDUWhgBKIZ{E^`KB6h)blRv&1S}ol7&D-8Y%Y?9=?_BELMqp
z`;@Jq@;sYnORE>s8mVVAJVQ9o^X^qVe{TTJuNDA*I$+(xsJ7L9YJH!eBbaYqLO%|0
z=45=>RU{x?x|)-+#iR!tTkKs>Oc1fKy(<N=PtEFv^d68UqK4_)XNWW>3N*nL{@20a
z!}&-Om;I3D)|cG%9Bb^Y+V%*KP8u{nLawQ-y^Qo!%b7BOd+#~oFOl_beyfFpPnX+`
zg1m(#STm81PtP1{x!r;`^GHW5t6)W-IxPXUxo>7{tvzi?ZLFS4@>bnFcY~XeY1#ig
zX7HmkR5%NL%&p3o(B;&hTN*X5_9J;9r4KQUkK0WQFHl||0U;$s;uHpulC$K($quV4
zHrg<U5_Y_7ui@qHj~D8$_@#j1nhUH}F@HPzgtueAD;KW7%3kD}C;PMZ557}3g$^A{
zZ<K6TOWECdu;o7UfEwJ~b1|1HZ4k@IAM;E}PRPt7%xZ?By5ODCu5{<=#*8cKR9o_h
zYFx$)4MHle@@CytkaF|r`NGH7|7vhWxBGLMlaqt#Q?6wCjVAS7&5_i<Co){1aSbQd
z`M7UuMr6^(L3DWWVKa;w{HiJPyl3t?yx)_w&K80=>+Tmvk>=NWt{4#$^o&T-e-_+~
zp7px7{bS$SEoJU@gkO~^Y3FuFe~b&TuM4>+1}G}6q6`4lEaW{aB~m5NmKLB%9T7@$
zCs}&?&VC8BPV^}8(t^YB6fX5ywS(#tdkNSPDt%%}M%cXd&%T{WMdf*Ga~X_*jgR6Q
zRBMBB&QrQF5fBjtaCQaosl}=5OojN{1{}_wRA3#H?RiOLYczE2JY|5*x#rm+BnX-N
z9AY%ps}5l@a%Pn8TbJ~**j=JtnZFM3saUJP>#!$|F|B(>>qd^@0K4RD=QxOCwB06$
zXrfa4F@|*-*9s<(X$7yHmJ?B6p_z1IRUpx8seke6UJD{`XqI?M**j*Qo3<{FnM5bh
zP;6;Z3{mGnDM|%Ik_=#s87JF93$~%bWfzQHa>>i+g14-+ldx;nrmdqCFjgeV;!3%8
z!EvUTR<&B}kY|xFiDBV=)h$q%7OM}bnj>#mX+PmTQl8tQhP^o?!1{8vVtwNg*A_+>
z5aKc-8wjehm-|7hE6lW?(0*~)9#=Dk?9rV50YZK*&FyijCL-LV?t@xODuF_8(kJM9
zXG~!WLkj8?#~l)A@`|YD@FWJ>W=<1FZ_SD%`%sGnaIP?-u_VHxv{hS?^pJpK@uA3;
z=={F{aOhX{MB(^Otk}a}FwjwnqqQ8Z&RQV%lmLfJQu|U)Qrt}0pZB>WHv`YMgxv1B
zlM!IN1rqFB&Jn)<I;BX2H<33~&B6oYNg^E?V_}yTKVg;T$duL-K^nEQ=9kOR_0oZ7
ziU;!X&j))djwJ4(+G-6Uirg+G&(u48Y8rZ9*y?lMxiQaZ4Xx3Mr_ZcTtPI^P)YLaS
zW>OI5x;M^N_MUh!eMIL^a08YERd@y0M2gp0Y;P^kD9Kp0`dsrZ;qsa-jid!}1o+^G
zmNM2Zf>1$U8$nr6YSTb@B@(Av_Os!k4<J6K?(Kkzfu%KzB~CoDg7Z#}j07Exg5r7}
z>3(Qnt^3LBVQ@~~%yTgf6b9=Hk>}HDQeB;-K)AGD`w75C3zGO(&qs4=Gx{_vn31|I
zf0n#kNMx$mj&sDAU(p2*E~O>DLaF7#=Jgy=<_f0(v#03Am4DCy($LV(`y*E&*baPS
zy`wVF3F&5lsnz$vv7&7uKtCiwY|=~Z!BSd&P)={!Ce)i9lY9|Cl@r01PzigJ3QUXo
z6C3!G{YR0BChza1*BZffevQ-%3m1*hO*#?D`@Q<SysBq>bdAQFYH%Z3?3|^$_wkq!
z?gIp1_-=}P_VX$|Uy_P8$~p}58x>R?u;Qcki|V&unr__gxQtZeJHv>)6%$yj^o!?t
zm?%~*)wG^aRYhb@-}B}^@R5@yUaXMabha_|v>{TbRZR>v1ZWUCL`@d^*MS6fn=ky5
zi<eu@KHgOx+IuuyN%TSn{3tqPGYX@^_iuTT&K5Vb+oq*|V>`&1iLswM_nD@U>O4d_
zAnXLV+uxgr78Al5H($`>W!H9)Cgh2+yO$Y4d1}uysRR_^2y#AIk)D6Xbol5uB09)o
zt<n=4_&mbHE?F!6W|!b=eA@Hp7Yg{6_$vEO6W}moeFVW2`;`hYm3>bwvdRg_R41>P
zzDRm&1;TOdRiG+Ti%~!nQhj@sAonKXajW@tB66s~oDQgq)=e1BS{;m8%}wu1%W5U?
zso=)BX-jII$){Tvry+Zvfo1W>k)t;!X72^?mA2wD{(`km)H3CG1aMt&S9;y{kV@sl
z5bz2(cGQ|^O*AWlxUMn5+)M&-9nU!JPPQO78yP?z{}oHG8R66NvnNQEk|3#_V}G8w
zaQsXgsSlw(Bi4FYZBgz39-(>~oJ}a|iXRe<BvoyH6VyicVCzK5((&R6K`jjN>%TwC
zPCbVQ6PIR~JjM|3$E9paJW<T|?;%zeqz5;H)?$jbEJT;?XLvZ`HwGdE&F5!0+&0^+
z<ez~DwJr8nTY7B`6&dsj^h4S|%w@UmsM9)p0$xK8TT3=g-3gUtr=fe0$&*WT$;cVY
z!p674fhLYETjLpk7V=L~G=d_Cvp0lQR&IM-A3Jrq9-bJ&j@(qak>bV9w|6DP-dPND
zq)v~JvF6u}w~8KdH@UY`0ojRE*S!sB38zKIK-n)*xx~j1Y1}T9zYjCLpyBMU%Vs}g
zyjXrW*(aBeCXt%(|LO7P=H`ZPKl>-vVLA)sF8@`@1i=fwu*f{x!~bq5|Cdh+?ezr-
z$l;fvnj-=_Qay=t7Vi{vCX*2R`M}h3Bxv|c&BP0n;D||x(zw_&aT0csNg%{|#38#A
zz0IkW&z$WEQ9jVIL~ELdtp8#&FyaE?=1@?9v9dkBl8Y*hEl}t0J##7dUd)g3&A^>#
z?UaozAfwJ5GQlt5)}<<)kAYiBvx3m!hnwJWx5!qZswqsy#;BpP7;AgykSi)Hx?q<z
zF-29SBw4JJLWv-!7c25g1d)F_KGat;)O<~0hTReqM0}Pu!!a!m0O!_cS~41?uVi)F
z4|9j>#ml&M#Svcb3^<OKQfiyiNm&un-$w~UVfKo>kD9+6>La?C<%n$xdSZlC>Rw&K
zvAyy^7Go+}I*k;$8y&&OwQoN9i{AJMQadZhNQfraNlsn@5qky#k2tZU1<lL|@0{>^
zNU}ZxZdS<Cdemq!z=p|#bk)=pXus=jNJhDphOlQSQGpCZ+*p_^EXedOL2vlN!S<k`
z+w!%9CnDI5H;zUkb4QfgJ68ltns9Aep0(%O*YL}pN=yX{gYxmxs^lhg;I=@6E2jc!
z9B+C#!<9Lx+p6j&JToG;HyXyapf)BJZl*RUl!t$aTh*jhtxIlLN(0~Av8`HWML})I
z)a79323(w53d#-C;K)wB21~`tD?L5`*U$=oIJZOadNBPW?<tYytLI{7bwPZPCDrz9
z&U9l!&qh2Qjn~&gwU{n<n0O{woKE%O-rx@m^nrI%OQ|xK?s%tQUD`<MrwE%}U*%_c
zqMe~s?dd-tGzeBvD)>~@o{_%aQ6W*$a=ry3jvW?+iS<=Ut11>wKw*>*sBtZtZiu`i
zl!N6%<TT?6VNR-#0rsk}^FyAW=2N21SpLc8PtHCEj+3%%zbG-Vqrz7FwxhAyzk)_o
zK=I@_2=!IFwk1`?NWeb{;M7?rWxO-=W(Mb8h6)ArsCE5UuL1&Q0Zgs5)~T|9ohm{7
zOv1yin>yC7S9)aeYTTBuhU+NZ+X>}-7Ds}@`M)l?x18s<w%v{p+3=zMm2)vsX}#eV
z{`BCgROo;_CEi>XpZ>yB^%RpJmquaIg~e;3#Ksj&lAWz;HSm1xyFqfr%#R^cUlQi=
zl-ajPD-%+-O)AcFp23>bS!De6@A!~iez`Ise;j!4uwKennF7+lx(;d7a_Fx9R2Gcr
zjjlZn!j%=^i%jkVY_e8d+DkWTl3Ii>{1~w11KfGnXub=ykh1%@!zl<rFEK&$J1;>P
z?<yiIL!bgBN%p3+Ll4jM3LjoBxt75<2x4C)94h+$EM>C+_}%5T&(E&yTA!fueNF47
zj6oQP?o}_lQ5*_h@XhZ3`Qf?GDXZ7N0>2@L<1xywQMj+o3++pLpA4<wW^g>Li$V_;
zs2jJu6cD$(U4cYJPWhK`dxLJiT;lgdW<{5;#jg5(+|B-;bKQJW?;qPDbfAg-<UBS}
z*vDrO47hd?BR4Ah{D^oD<BCE5oQu>{PWB~!dMJn_#3%|=O@js1I0Hht832zYB=*Qm
zsGC|gsS5!d&@OG=x)F7iZIqP8(#@s1pVCet7Hk#sQ{#4p0&ijyYD_;<!ey~pBU4XE
zW|NXx0<>7wW>6^znM2zPrMXbR3eLVTPH6zbtQ~QQMC4;Psjf8FO<MhLoMRH3EALc!
zA(}w6<hFRg7bOpNa&?pX!jQm6KvDAITki(bwf_ROx|9(9inQW=kx?SL@fDzFHm@51
zCWR_O>yTLUAQVr^TqSrQv`yon__}Ifdhs1bmyc{OX`^tfqt9M}eKz2h{X4E$%z^_o
zQZM)4SKqbQ${=k=cOjdm4cbwa#8clwkP7)_T;jN-cpsR5ri9Qb*=T86-Le3pWREJ6
z!UgDv@tlStV~=enBy^%vXPVlmq~+#@crYaPnB&Uk)06+Gbd=PHM`jbKs(BxHc62aK
zTAN7r!E3(QE4|RB&BN7krPi#NEC7I}0DiYS2;6B0#nTEr6kCTGy>&S7NH&F)79wWV
z*?IRvIHkX_2bQYlQv}$?(ZU^p(#|L1T|FB*jl&j!b&39Lw>jBlNjKe50yQ}xzO68!
zPB0-yX5)YWG3&6(Q_aze8UcrQ+le4$Ih=Yuv+!D#6n&a%7?`lUkHYnAKCicDx+KEq
zU#CeTwugi{WMN8I?u39^JhF8uu7r9u0KP;@)rmK2BdhFCgQqJ*S5|%g?U15?F{F<j
zOkV@mi)yuG;Rvm4dE|92wcHJIpc(-XE!IOU3#{H4cF6AelRDe-<Do3TIeJ$<qsEPd
zG!Itzuos#;(r;$_&YJdsaLV#uGD%QeS^4>4)l*+v%^H=dr$~~#jn=a952_Llf0JZ3
zl>h!B4seD5(|O4;6N4HbPO#v4Uy};ahIheTz*{wu%7_3O*qW!on3_hw!M+c0ap5FU
zV9Zm*47qqkKIgls3DHh(rl7a#tCmbiT1Rr}^2U>F07o*xPAf!dN8@%}njLBN{mG$+
zmDxZ%<oVbOkPhd_a;Zj`kHRgrSY&&LaYU>>3h3C$fzb%PZG(#3982gFmU)9S%v{YU
zx`rpMT*9?*Cm*S}<O@9U`IIIH-R1mwc>~WhPGjau&=ydNG*nt0D5s-U+V^Ql(B$J(
z?FT}~MQ$EHVgE|PW(LnzPr(O*=2MrN>Hgr{ec;hn!AB2{dMh2%G*}@x?}>1*#%iw<
znH!d0?=au`;Pzl?ch5jU(*1?`63uS;EZ1#OrV+6j1JX4g+Iw5CM|QUMxtZ)x3)rN{
zM-7?Foh#nSIWI`gdD<h7noy5zp+OxU)+c5O%AJ<`#5L8JzorruFx>dRlP0r~57!K-
zAv28U41i?Tw#IM2VsA(jVqzcgH|g;rL9%IETh8p4I+9Rfox+H$#+iLRwTRKES<CYz
zL@zcd?R{%Gum%rCt^NM?-G(92rJJmiZ&8LqxEYu*U&~Sl?9=63Rw_?)9UniuQB+TK
zoz3?Xw4}`T#q?NNja2M6J_u}D`~|h{?3yEwZ~c8*Io?nGh3-_p3v#_q`n@)j_{fuP
z^1{C#uk_kG_Ta;BAi*o-sT{wq!@@PxQm<U&y%^c9l)UzfvzD3v<-R)X2*d9JekWb>
zdd)Py@hfxZJj7n~p+%Yu55d@2n9ZifRcsV!3yADUD^{y%D_K5A`_291*-dbu?+Ebs
z!`*sT98zl5-t$I(@Na?ZciC7SvbucK!?U<^Z|3g3J%##%d@9iP7oN;^Ls-x+BF|Bc
zcVw7H@8NepBRtsBEkxtiq%EndTVYb^2NReDkzqp}tz~e_Um|E*1T0662>d=7@NjvM
zb<abzFa7%~enUvJ>d>r&3(|$twq<o}87lXPz?S7h^;*RD?KK6d{evZfwcQpi>H0V7
zmia{tcpQ}3etHu1JP(${qsX*rzf8K^=?oFJrUj(NGqOaFfl5X7eiYd1uWCEk9pv4F
zV!Xr8Al<3ufhrRxX^^|40kb^lNDn!1S;Au=YTdiCn#F@&O+mXzuH+Nopz!bAMQx?!
z3R<$K%zM9ty&M|oIKXo3JviSBOH7$(a<Jv0d5-e`nmTrKKFv~P@s?sB-!i3=8OdD`
z?HnpE^`04YcyJ&b1d}1(2O%`S`nK*jZMWJ?i@?tA8glv0P6m``pPZ1+nmq&mdZ&>U
zZMK{Wye~^Q^zPqYHz~Q1YyGSq3C}-2y4>ZCu4R+g(x3USi67Yw#w!K=*2Z#(>5cqN
zu$xVuRq4So>Gym11z=58s^=lqLVikphK<!eI9++$zvi0!O^!8fs_`4^*GjiX?w^x{
zg;%dX>C2pdcHr332*O4COY*LcUi1{XXzF12s<Guc{tF=mjOYAycZ5eTl7vlP=hDM_
z@ZaN0Mn0Sk&b|*KglyEBmTb+!*(}ueOe@x;5Wq3>9*QjWAQ88ux8tiy_!s}-jfTe-
z)WECju1z@h?=?eSA$R9dAlIU1@9sO^YsJy}0R6R^Dvv0PjVJXZUigY>*s8IA_+?0T
z@-_fWg{qQKVDDX7Hy2BEe`zXKUpDqt>PJrewkd4O*gyRG+d1>l%uMO-*68X12Fhg+
zK5Mj57L3o$rmGk|1KrMln}=abcmF6AF~cjAcxbh`Lz0Jw@5o7m)QaQd<N9s`UiZ8m
zbM-Ix8?}+t2U8y@i+jd)CPBPI0K}3f2j>*b9-E0x_i@w7c8>dh8+f_<%2bC_c9O3W
zWlKSHZER089UsdDnsP!F85zmHPpqKw#SEOZ50Qy+Y(0kX#RvMtkMj#$uZ^wV`yWst
zI^D*S{XYy5$F#o|Y!ZSqsUIqvk93)fXQE?cvBJ2u=fKQxeJmPXiDU0Dyh>kiDFw;O
zprBPNl!_XRxu9G`6vZxDIyOXR3$fxpZRPhIdyaozI75<)7{;pz;Ia@Or<cfzvy85T
zQa+``dExYbUV0Z^dPAhkim^-nbAJ$ZfFx{1>Yq^}i}I#22>R?kl+Bz!HXU*wFh7~o
zJAePF-2LYq$o9{9abc!@(^hE7>|Y4iX}T=mAL9$7_#iCBw)F>p-*DWp_b9ko1y;bU
zH#gVP?D|pHy9wxZ_40Nxq4Ar)g}tbm@gK(9c<Bakn{ES`Twq#(q}se~?x*}!kD)Gh
z_~uB&Vgoa(!+(EeAwz0Udwn)CJtdmYQPwmEWV5~VHB1}Fewxe6ovYqj9)9(=@xGtQ
zPKeMA*wW9yCI||%{PFp9bkPARHO;KtC8HyxdLHX?W62@j@wp%WATev+7Hi!~^gW=d
zrLar_vYJ`3_Dk<8jlQ2;53yG^Z}Wa%C1{I>>LAs-0C{NB93XUkemeh6L*B<@1G`rT
z16|%^NEyG^KObb5y+f7hN%RE>-v&1Hn@>QxR_z>HM9L2^zq9q`6^*aAUlzyp3~-B&
zA$DXYfHK5~QnyLF{*OO|2%RB(NM-`x8qG;p#)k6#Ic%X7&$fn)UuJAw2`N%n-8;Dy
zofExI+;w5)IYW&^6cI^d4=K?w7IT_2K+o`1Ty$x48$7YauJBy{^vB4AkF6No$ZM@F
zv;|&b6Bd=dSl}b4#ktV6Ia(B54P)-6>=_*~M?UV{lB(S6{|wXEbsV`H@a)eJl{%h$
zzl?pVF8n1sNEe?T9TyQ@4D|;ty7a_VDQC#pUog~vkhFW`KS7I#zl=wS6}?bUr3q4n
z1F0}fqNP-F-P>%Tt}c&7|FE&`%aQ9nqfcakC+a;vzIDbw@a#Xze0U|rv1u*}FWn1!
zOA1Xn(AsQ1(OFX2#fBz>-XKC4i%}fx=C8dQHf$e}TRa!T!DfD7Y_i5iS@4?&8*P!E
zv~^`-8QQdb+jO5uR2d@Nw#k^~pl3<tc?pq|O-&_*Sy?5_#lxd2q=%9I8tDZwz46P8
ze8}BfTcpSrs&{uC8~fnFS|5*o!@G8`=Ch`Fuj_g{^5ve{I36uh)%Hz%60;4H75TQz
zi|}5(Bcm{jH|ARI$PbzX1^x7<Y}!9I9sf*_?CRQvV>O&?7JRl2(Kb_upDiZ}M|!$N
z)QR6FqmX@}p6;f-0%}iAKfJQq!QjToif<HxXSmES`}fP6&n1_gLS=AmO)lGVZg|Ch
z#<mJ*>(r3>WqA!h(0w5`?{(`qA080VBv1b=aqqI>A#vo!vYPxF%VvE3Mn7yOmrXdE
zQO>bYubF?;8$*TBl;6I|&N<uG!EXDh1@&^cwuGk9ijg_hW=H+{(%-MlF>PydqM)po
zy<ly_$AxQRW)Itaa4(!Dj=7-R{a_4BrE*Mf1P_K^BX@83+2I%ES$Q<n(!gDN%$|%t
z)QPpYsP6jok4@z2l7h~o10#olIlEJR>2Cw`UvB{aF7KelZ}Vi0@wi*@SmUGsKIke6
z`3$cz>cXj0jqRW2>|H)#$xYpK4)e(`uNHJ;IUZ=Q_I}3j08=wDI-WhpfAa=%BJh3t
zln&0QhxpJm^^556BV79fi+aXftxFTflX?sjm00$mm$r$FQ2FKX3!@_>=%={gne-SJ
z;6J|1I`T4aj5Qo&$m*N9#%E;a{_D%|=wODk<}&pklR12^t_m;-uXBF`9_~NR#wxsX
z<=Uh(O~Ux#a>n`Y$TIz}vvHd&(~yufkwduAjl^*C5i9RWypi^zJHx;JWu;z|!aLVn
zzvk6Fh!3T6@;(hekKh!X5#uZC*B@n(r5e4wQzZ;HiY&gNHsZw!DZxhG4l4O=aCPyX
zTQ%N9lsR(SI((PBe|%&koWQ1k`+VtY-(RmyeyqF(&%w9v@U|NwWVZFR97mSNf1PbF
zO!6{Pr*#r}ctcQ4ZQeV2AQSQtJlM<d7GBPfYUV~d*y4T9y#66PP1zRe$W5Q@0Y4xG
zLED5St-OjVy;x5gW&cFGkwj`fK+t!h=Vzl)3HMArw@zjus2FPm(;znT5h;&L4n~o*
zuUH9{9TrFb9GOs6*yG2^8|%i8-LYjYBuag@SPz|Fwq%1M5GzMi2QB|*`imOw0^qd*
zHHLm(LGl^Ut9pt4LWX!Lo4+OIcMM^DHCK#Yq<A@SuBwT~c`El4HB9;}P_r(hIC<yL
z;J_yU$5G7YqM4^q0&fSh;!AizjaBjC&yR-&&V{>cd=>p_1N+`RH6UhU++)146h_nU
zhU%0FLnC*8GRKco4tBg2YC=*+GfwaRVCEKul3r<$P#13Nd3~_4BCfXwLNlAXs$G!+
zlH?NCeIaW2>LqHhV<*4&W<j)JQ{_>Yl_M{bdjPA3vd<**w`KE+FXvNX764*9;&*+=
zL9>h~NuB)hdR1&-j0LB$zVnwGCtH*1KN96gfRR}Tq*~(2msU9x?PvArt84>LX6Gg(
z6G>(GKpwgd@p|+Y1${*A+*L^FEg^KkvZH6G$MgYL-ScR0s58oAC**|;QI_O`4oD{5
zC{mb@l0Cbw?zlNyWNwuM52%O+l4*ugCOWuqtO15sbfZzx*5l1y;^jh3Vx6&I7ibi$
zk_oUpoLXTSyI=gmX1%Ze;AjZ*Z}C@s8~Z&y)l2LFY*{u-Xk?M-Vv&4FK2i6Z4MS8d
zy-4paTQ<)r_j;+COGpj9g6jydy85ESjuuo`KSa`=*?auLXQ17)YM|E@`_%Dsj_-H8
zhYXjkieN8h-ZaIqz949^j%D=DW=81|jEmycdA^-?c*ksv=%=4iL%mUJo&;_%kY58I
zK&tU1R;3RKTDeZt0BRs%#RFs(3Naw`7Pw;mo`DFH^h*k6DK4Bvs7w9dE^NCB81JRW
zP`8I7!dnZ0WgJgX*6D@rqOSm-|ILvT7P9FUPk2b}X3s(h6Dd79E#Y;8t=54kC<d`4
z`T;+`I*7Shlc$$xYe4d3g$Xt_Yg8j&zWLRFWx+?ETdHF7+e*1SC#Rw?>$s^Ir=Ca0
z!^K$!7X;K(?``|}d}d7T2_~Y+N5Vgq6q#TfuW+Tnv9;@DYM4?@%I60}rVn;T*&$E&
z3K~9qTdGeQItHQNi_6@8_x6CAyv$06$5lxvU43twSrgaPky0~Yy%0lUSLIl$*8Ls8
z_Nzp@PccbuEf)H3*eW1=A<DHA*~DhcdP^(AN3~lx3Xz4-5_c~*sDL|8j{+HW^8uO8
zV$Gxz#*aQ-2X^*tEBao=2Bw(awcAD6CeU)X+A$!K=O{`)WbkmkX2_n#(@4peR!%_g
zP**~_o?ZGfnBBw`YTUy+Qz#jsN5dn@-wsXHn{w6O>spbRlLiygm*N^C5TRBI_w;&;
zCjM(rb2<fS&=*=l0hHtrf$*<;Ti!>Og3q(T8w}*;*l=ZW0U2rHjLWJB1!R`T1#ITH
z^>we}%+L*l=97QsLpUu2Qo=!7Y>xZ|_C;F%m-X4mxy1;isA;&pN^A_LeFXE%8yUon
zX`K-^YTdq+&cTm-=@&bWRH6?_cyD`neNkjJPi@Gj0F}2S1F-N!&Jt$9<I`I^du~LX
zS`nh;e^@JBaA-)%sHnBhfuQ8XCs)<=;v9`zIOkwR)P-*T%|t!m_(5^_UNhL0u$Azi
zyW=Al+zZ)xAZ2@z?@QYGn6K>~$W^nv-#I+)`r1%~EUr<??xF)s2Q|+a;Y6j$b>XGq
zEk&(G0OPh)ObejUs$qGUK0vniFZqEq!J@CJAzvFl9@KZlTE7f^NpEy_ikcg)o;t^=
z_{kw!%c27*R29KMN>9kc>nghgz3mQ2o!Qo%RG@ZnSxXFB-#MQ`Dp@}wWbe-}b`Ewc
z=nobQJ701y2w+@YHubk99>YtPxSG@fjp?eixltm1GH9I^^XZgE>LSEB&8d<41C1IF
zL4swiWAXeQqL=VhTSq9MH8f*$i(r*y?AsWD7^ttTHW$(<6*cEHhI(U3bJ>@J7h)jN
zk;_&Y_i)SGKJ)>~WBU?E+uBn8_QjWmkJ9v*1;cLTe}w~{Xi}dE=;=D<S-Ut9wMq@0
zQY@Pmc9}1JDlx8K-NFD9_&7LNm5Y`G4Qs4=0IOXT9sgC2MmzFVAP)5cu8(YOAe-ui
zEb4k!Qwve2+!DvDcjQ@dhFe+|V!Q<q;#cCN^v&$=xK}Byd)z7J;g$BM@6AV+`+xIk
zl%v_4rINR<{fs=r0?_2Hq9#DXHK8%Q6xZfa4awNp!d(T2AvT-l{Y_6r$Q5SJL~0K$
z5@)Va%JC_G&EpOYq-b~9MJup+uO2cJlCrPMv%F<1nY&fsc>mX?#X~<8yYegbD6Gdz
z-EH9Z&3f}>>adUbP6%$(E(7tAQ015N`F=k;)})<wFweY@s^?z|9CU45wwN<-cz;g)
zczJaU_hydBuZ=+Ko`E@_wIP5KA3`%vu;SEGDZ3L%QU!L<M?GcI-GuJg{xa$2L1F2|
zZKW_@q+xw{c9bMrPtkL0m!no~eh~%pHhac=l}Y-V8pCMuBl4tT>9Ej7QWuJJX^~*_
zY>7;63{Px$aOD`*!RmDVi<|Sx5Ya?my*%>3UO4-$cudaz;w6rr)&~V`;2=jROEz{R
z`Q?q`uT4<k`AFi*kHGt0vt{wz4$-?O<I-`_#-p#|`-{bc8{W6RgS`<05h5T}O1#A{
z5Y5uNSZK?}PmV|m-A*$3<k{)sIlX(@ya!-fj-fWv4u^9V^7a0mHz=<|s*<6i?2VIe
ztJM3gj6H_3pq1L8d@idrt&4GctKCO){U_k5z9i&n5Ce6TZf`JPxFY);)jp3L1IHj^
zrB!u&fEM}LSNE_C_$Ty1>C}VbsTvf*mQHo;Zf@tP4&mOy5hZ-F8p^>RkvH}s=0odA
z1#<sC`i!3#yn@xe{aAHmV$BE=adr;>@1CPOo3nKCNv0a;irSS(xqQdAG72^;|L#wD
z8}bx%ZEriUPqH=AdzqSXW{2h;4S6Rn;Cz>oxCm8zc8y`7CR7VfanKX`HKF7aD|aH-
zPnclGmZ4Uhb|`5WXs%-TNdMS9H!sA!52+mC=6+Uz``ntJuePAS;VgJsSDROPX2RWl
z!}bn|rELM&Usb%v`P%laPxZTT?G>#1Cz_8+<ePb6=fQn9-s}O#P|FJCvzK4YkXmDn
zC1JUxjkrrhS+Y9R6%LoFqIjqa3I;mMpvV>TR6O;{7Clh^-?WCNy=Q=lY0_4`f3nkK
zT@2B<%lKa*Ol5U4L_dqTI*^Td32nnz!HpcTUw>AS6xjEMDkukMBP)}p&G&U`&Gapm
zwu}N0hHtiHRGB^WQty-Ixc9Z4CsAEbSZV(!-X`;_qUwQ7NPow2OE6K*8Nf7Ot-gOh
z%je;hfWtLqBVJZN0>v*0CMHS~=gZ8N`fQP2W$n{HpUfknU*2JnkzjYzWgM%AZcm?(
zLYc}fw3s;Wy0WW{L-wygd=m2amUSZsu|AeWPh_C~Z}Id3f_6;L3@;iE@;TOq93HXu
z%Mg+APb=T>o3%eN3lUZl-OpM4211*Fz10xdCn4e~;w+|6On!rS-~>Fpa^*ny3(h(C
zrRUlwC;qoPAQZEcp#Lo){+Qfhe4zgSyTf51Hg;iA*LpTH$Q@ibu8w3&ay8)ar&*ZR
z{r1)mI1vv&xhqMNBQsI^K;+VJShk5|5q<AZSC}|=LXP;}tzJ%leH9YEhiPPhw);O1
z(;YHQyTTrF@{(a%N00emhUqZyAv@tH@1z@N@XLJ$ym=#mqaPrs_*13%dE;>V@P+Wa
zJIMqT3OT9<li>KBr`p`%#bLG_i(}b#{_(8X*vlYcglL_4Lp16zne;IFIp<-kOZ@?F
z_hwtUzr=6O&3}QRybuvuEjN4do6+7&LP8RVs)>+$-MFz~BpIiihNJ3-o|M>cc@ds9
zSlDN#IVyi3FY%2-ebN8&5|_z^v(!XG4-;%aIO2TL|Mn6`NsO=b<SZvyCgYH<+<)B?
zhv)q4D9i#{d@O8#;i;*ck}|;5ij{~1sTz3<=I3_N(Q&#jO*ToAwaIT0m5?R@Rk>P~
zrm&0X3bx!9K-R-kBWx7Y1xkiQ&kCCUZ)nveF1m|@-KB%f4su&WQT(VumAhW>Vsr&l
ze<0y|vp(7XcRy5+>frDl;n^YO#S69sX27V;PlumOTlEe-`$7Vg4(w_zjnY3LqPBA6
z>ECf<O3o`YS52IB<UIf6A?L;26S>07Wow{`I9ai1{DyMD_?<il<F}dQ7JQdO9Fjk`
zEF2pjIjltL={vt!sj1v%mQ*zb7IBpTK@^v%Y#5n#_ylq?7@W?GALB`ye*hEeVZfg^
zGevIyF?NGi+%Q?k`R{+eGxj!edw}rmJ2qeG%;?{gP4O^+VbZ(Dw!;`i0%Nxcw|pEu
z!(<Gdc|yaUi#&X91a$qE^-x}lTh7*+S~TWw6(53;8N(IF?mlu)Azs{ae4F8KjmSbr
z1Y8dt+rhtF*^lHnjc#V{82g(eknNI7uN8jz&e(R_tB6}lS{SSx{TnqI@7na>^ZbeH
z36J5mW&?`*2(*Oy3`?(N9`FcQ^*FMxAj=xnr39YZ0|+}7h8_&sb&v63?C$I(1oTNA
zd&#jo<Il=x*g!M(0TVf*J?~F=uW-OL>$?_=Cr)`tQcilG%x`c$4zzGNMD2zs&TcBM
z@Az6|*c6d)Bs6}(_*Z#|#nwHTI{pv;+*s%i*@lMb4cgfn1rmU$P4zREgrf1;yl+4@
z)u(Wc|1by~T&Q{4fS%oXF5N|8Dxrx$d77#Y{4w@b>UnTG#IMqh{AOdpM%XEcNbPP!
z!Di$Vk#SORyL0m9*m?s%g_~Za{f0Z^3!a>hK3ypiebt!+^=IXvY?<*K#k&lwp+EmD
z`3?5R){|!^;1;MzQTBYG>AF^e<>lyJeRg~qOkWS%d(v>(KO-|fNkY4iLIYjYW3XSc
z(++4=$?BKTkp3srE3_M<%N_J;{96BfSa9Shcmkr3G?ARX35v&NsB;ax*EtgRlU?}<
zOKcoU8XxrG4<%Z)K|}qf4ygWzzTp6)EBf`yfR`u)f13ZvY<#=@kBN9rUDWG}qRTF$
z%NdERSE$0gEE$<Uz8X1^yqatMWXjlt{j$%dlm1qB=gFS>shyovcgN!6{j)R7za`BZ
zf5!Xn80}tX=ikt1yw&xopixU9qV~~@x770bv<-?@!~<UGAGCdZEtrFX(M$PH<2{FZ
z=;5v`AQ2^7D<C95Al5gJW*3d&BcDNJ35e=cU;E4Bjtsfne6GBpZQDQqjeEsO#4ooZ
zjLl7yR2j3Xs*x}UCrZ_g|Cyq(!Qfr_4bJQiz=xka`HuWlGA5t^$njyBBI+|n?{t47
zHp7i*@9^=pG5#UvQU-vekKR(Pni1u1#Vgi81uAgPWaF{@n@hH@yM@VrSS1p3Pa<ge
zNRQ3e-hUsko2X^k(}gslz|q~HT#kW$e`Im&e=wWh=2Jm1%togTl>v|k^%tRjZL9Fu
zbW&#%52PXU_J{{F{;cE!^$z>1tMlg&CRCaX_B=pQjt&3EAJ*ju^24}Aq@|*KU2}XW
zSFAy@=tGw1=CR9+&ktBC!-NOOUAzK)`ADTVe^LUfX|rH@Xo{o>3cvH8Spp<*xq?_^
zT_5NW`!81{RgX>13S=7AQg?3P_z#!n>i;m)<6_M~tJ8OMPBz_c+3O5!^vbqti>`<~
z1-NhW!4kXf(?0#)!w!wb!trItt~~G#78|{i-2d0!wTDBUw&8Y`{Y2ZgEvj|gY{;o3
zDy>YGq#`*clu)cgEiqK6skK`~${`h{5@L|k6e>EP5Jk?F(%Kk`BFEBqzszs!x3hiM
z_wRRIyMN8q*39qlywCeQ_kBP2>qGz>+sFRA+u(ipQmGfGC)`0Cwh^1z2VOo;m(oaz
zM>(KAYP2$);>S(H@rJzZG<R_kaq6n^O+!bD(ZQV!&cgXKtPRPyXPe7caEn&IJcCkJ
z3doOPQ$sdp&O8kJU^C%}(G1P{zWAO11sKlGBqG122G*2`YsI0gdQAc8SKN3@i25Nh
zg@~u$EDsp!C4scUyanDB-vEPM&zQDD*a@d@_l2bHgXZHQde@NDPT&vsXwCf^=rc7l
z+)2R0<TE3sK#W_TTd=W6vKy>@c~64-ff*t`1l>xUVD|jGX$4SyNCT0o2&ySGQXbv}
zNUTKg{@Kl$K9cVU6zq>3(Yi4DRtIc9Q;wgo_MG?<I+4^UyQ)X?wPklBi$Md#3TCHC
z`?X--R5@Z?CR(VpcATIlPBH3x2f8`8z)AF6MZ`FTs<Km9j+WF#$Kj&eVk}njU3B@Z
z)yow!uMaeH^w5dkzDl$d7&lFS-?nS>b0U<$-d87#@t;8P%Aj`TE%)+|yq$Q$Of#gY
zn75o*30@>qABtTBg5ITVDLER{e}Pk7Tj*#mJDQgn7-nT60MK(Lrb1FP21K?D={*Jn
zpM@y=L!W+<`vmfdUc|Gc@&vWrQ8^X5Qouo(4^dfi<U$8=V2etG@wqtVEi_<Phk@Uh
zLfRWAc7|a@h?8MGQ*H({)k0uo+bDg*FPnjz%+5r=(4;hIpVi?K1~htEY@9He4IzRw
z4u@dfL>XhE8O1HPqq6ZNqpZswQ_(f~L{kL`qOI~vdI3NLHb@kmb8#X#-$AR!?;K~%
z$2f**A@z?gqR>&jShsK%|BBTVu8d#4WO*u^v!+lEN2RX}rOQ9a+*0HZSFM~P9C9|$
zG`bD1>PKzvFEfu5jcBD=EFUDdpKeUUneTSjFo@ms3RK0SjH_+J8wFAYVP$<hxSvcP
z4>TdKO9DdtUZ4A*73ZLUyr&X;n1AzO89jTc`*F9OZ=GdRI)vfmR2HY4`&tJL95k6g
zneX7doSf>Ky}$0m!8e9!R_TgVO|?c334UgU!_3LYMLi46sbmue7FD$EN;UMrOM&KZ
z{d(htV#41MMhi%558Qv|Q9PsKR9v8u%0Z*QyFl4j3`uoIeMTCR$v6uHRr*(<#or3n
z3|`<oxh>(DyMb-1^`Vne1})CR`{cFORIH7c>6*g*-Ax*2Fe23*1ZK1iEM}sCLprT9
zFdOqwb_10*F7aZ(*5oPOkE=H>EOG&pF9Qh(v5Xw5;+EC*2pJbjx!^1}&~EA~G<UI~
zy38OkOq6>KtZTN9XH+!Xzgo*(v;XDF+(l<Eb~PoNd7&RB=?y`H8hxD-S?pId`otez
zm)R~03OderVE>43-hGI>kRF&~9sGK{ZUMDQc?%4RyK4Zby@u?q6&j{Yk?1$lUup6D
zH|s0w3uRhzf6A%)@KfvpCUStzj;qgqWp(Tf?6R%vnOAk<05{n(&CoZ*)VRfp@O?L3
z{xaub2^X|vPGf3|sBFqr1h*Wc(|X<@G#2bie9In6j`->RkiL@E8K2N8mEFm~q7CTT
z+p3(R8`h`r0K4W!c+FZ3L51H|{P|avG6zDq3F^NrjOb#*?_o7D29AOv2q6&SbmpF^
zN9JhA%bUc-<}CxS(uT>+OzXX0QLSVM6xgZ|9#D}x8Oy@r{-_|^AUwW5Lfl#)e!Tu{
zg>Qr|6Lu|&P~=96-FR1TJ1X7YqnzM4zUWQO@H&ofnjT4M>?Wgmw$2_OlG5ksV>-$S
z2(GCRE0W&q^#PV^&YpzZSly$*pqADtEUgw%PAOFYPJU0yh6H$)9%C#^QWnhpP10LP
zmDctBLTJWFXI9TZUqL{3mbosk7ZN5Eq*4lhk3iobh%xxtm^a*B|8l{;;fh8uMxo6`
zRd3~fhO^-v0Oe6)0X0SnCCKO}&bC={WwTLHSYC-Sx1IT(*|0cKGh9H4HRqQ6X^)v0
zo-w_#(qc<QF-qaoqeV}F<G(2A${??qT2Ng|&{0`0d&T!<0wHR>uv#qxYn&5=_>h4u
zqwT}82U~*#km_b)V+gS7opqx(cnIWi{Qq`&vD&_FBpiMu6q_UbVTQlh5O|Y@V|pA|
z8?)wixsaLxLp%pYAAQCR`vihGjfCtz!&_R^hlHB~YS1Zm>tuI+`-A__J~&b5W@(Mr
z3IQ0f%)yDAXLB53xh??;(0YZi^}LDi`*eu>Zu<<`=m=EE+l7`q@i9*v++QFhI`?OI
z!n4Ht{a`y4@j92<?^u!hO&Rfxi>Z`186d7gOt>!1Ct^fa7Y^$wL4n>l<93IJA&u-X
zk3kySlwj^N6ylKflsy-@<@!a?C#pP{Z4%Nz-Au_0PwMaa_|nSO(;yfNm)Q5&0bI9{
zfgPe-e@|;s!q{S}8f1my>g*ro@-G9|8B7cl{eX(*I;)42?phF1elf=|dHCzq%QFna
zB~OY4+?uLz2VBP4KfThwVj8?vIxIef7<sY(^XYeIKrADU0a$$!aiYAf>jrV}UfmNr
zA;`f?_!e5Zmd3VH{^kPv6B42nPR-M2?2I(lI{cgTo<kP;L}ZZD@$kaGj{45PMG|7m
zMHO~@30Ki2)}NcjlK_5-*`p_{reQYIO%e~yW+zw*-^W-82AuqW!eQtL&cnsd3$8Z$
zkZ4p~iI9&YCXjQW<GHuJH*9Bs+>V0IB>A|obKDGg4f^-Kg0~#%Ve?*nRBSOM(i^W!
z_<#otIXl*$JWuQP$a)u0Q&}j$OTUotm_fqQiAX*d1icBZle#E(dJ6)@AMnX})JtjC
zfAoX5qq=|Zv!N$FL9?JDFpI+gU)J+qCANDKvB|c5Z0PEtPKo@W6Ba$PwgKKIr^50$
zdF=eetj(y=8X+3akw=Z?!T6=$`o`Pnky-YRs>HCiQq3N&hHJrdox8K$m0Ri1rO{vR
z-ndPZ>Kb`zpqwr%RojA{z$0n?UEq)VY`(}D>lSTA4vmE{6(;~|j6ufX?3*|kn<RCb
zs6`$FG{}0or>kVVswQ>EE&|tx=+*9MgththcoQfTz_!E$p3&og^D}+3ymi=w-O>kQ
z%d#8Ht{1V`sZQ=4z-)YVX(!~h1Wwq{Vz=tZ?5}l4o2uJj_8#^T>e)($(iWeG2FDnx
z$@`ZClKIW(c5Mse5u)Bgo1-&Y28p`d4x9y<ol*8X_sxA8b8Qo-c}?6lwbMwA^X7Ex
z`y>^2J2V)Hvb_gH)DHQ){~5MVZD`Ia^%`^K2H+TT1SPD?xh@P=$=pA^q?+~sql+a(
zRYTMp0i!LgRc`Cgbz?&A0``l#n~ozt2<CN4<%}x{z&kp>unNx3yFV{1nh~B9;dk1T
zeeaKxjOe6=e#nY%$dR%HBtu)dpdxQ|qzSW+q~T#djDcXr!JZ8Ulbg>z3CLSS6@%e=
zfdH>^+k{N<0xhL-*GSE=+hnZH&Z|VsrqRatV!{9xaP_U){*1;{<yWVSnV#B<{J|eK
zm06za2A~mn-ImSSl<jO(UzYr1Q?9L+j;&a^mClx0yP6N8*UkW1eh69pRRnly8E92U
zlHNgIj+dMj3{|r!E3i3wjJ1x`Uzz)AI&X*lbQVb2AR9bx7tH|vHT-6{dfyF?yec#e
zDjUy0?UsufhJtXCx^9p}z~sDKF__P(Hdl-X{e3F!*27d&M)Cg7yf6@HscYM6%1+8p
zoQ}Es;SS&yM9-8a^$N!zJqE=a6oI}nR<)sv6yWbW40X$s_Mzmk`d4oIrlY&L6-qlP
zP^x`3_>e)mfpDVJ-d5<)S?t`~Uf8i!TD0AT^&qmSx(biwHY~csWLtMn&lH6^Ayg~)
zZu=g~S3|~q>kT!mrMB5+yo+7JeT!$X$-T8(lEar&EE0<kE1a24-2AOtNYWUpIdQ{+
z?OQKejv3n(Eywl{4f~R!;rn^@3Q?*7!?mN{JM-IPSQmN%d-g(P?IQa0k~Fod-+^_g
zr_`GNQJ8<J5E0%Hh+*ZN&u}!&I3s@h%lcxS2GMd9*&1rl(=BZ~B<BdR*x8dMx?^vS
z`a?A7gkZlEl<d*`q=~eUE)so1ZQiZ(Pv7bRkf5BiwrpYYU{?Y4>tU)uJUzT#P*oQ7
z=K?~H6c+-58oIwTDDp`WGzM+4PT})y(;>V7mY|{S_gWIx9*3ZyDD#5q!m42iDxp%C
z7Dd<HAo&JfsS*&({lqTRcxUa4#@l_IFGm)U>5RW**?@V|xpR{CTJ~%(9;|PV&;Ch@
z9Ll6PXi7v<ZxH`3`cPT<O2QLp+i3hEuZa%w)6{9oQYLm0&7ilDXPtec_s(wQ7R&=<
zjg|)+ENttJ70mZHzS#$z&DUV%1Ky(%3j@Mv0FZvsL8^SczE>-7jI4B`BZJ>WIiopg
zzaN0#EHn;fM1=xdhY-<9_KqjozkVenjlrFLM4MQzbpjisVwYUlGK>y!dLCh@SDMro
ziG%MqL!r2B)Sevs@`8x#a)v*4yXb~`UU|aya996dZVX-y3)QYZJHX1oiMY<^9P;f+
z<LQI}7Ikci9vmDL;UozUtEL?dq7hbv(GSIH*C4X6?hB&gNwU5;q~lW1cHl~07$qr%
z7oQW-dKII{>Q#RLmREMd0BjMCc(R-1YexOan0*IOa`8rKD7msw(3ioy$}O$}9ucFY
zXeV3Gz0!3(cErBS2^ryJp!S;GwZ==ra;mhI3;cRE?^t^*IBR~Cal<MJPf?(ms)gTD
zlYA-D&^>NrT~L|~HSTsT_Fcr&Xh>%oSTX7BW~G`@YvtiJ=iG%Y&3l`OAV9ArwLllY
zI0S!^GlDE&h+{5GH$%hQy}4ioz~$A|`(E!lo94{cZioq2H7T2wOq?txM!`IFD6m{H
z38i}MsS*A%QE}rl;y?y>FWD}I>kY(BQgHCn!2sdMz76(XSkulW$xi3tUUq7|kR>-2
z8LMIayq&jjB4_+Zjc6%Y^QN%#$)(N$7$7<Ud!p$(#0!vZvuLPfK{gx8=FM?1d+B;~
zbQQOFW9otO2o`qxn}I|NW`$az3f9;SRy9srErWb*^P@4}7#SuRAVZ6peIOGHyb)DY
zpZT>lRBK2Y)<@p4)A+8h7z?ls%Ev0%=7~N+LX`GSoV1ue&{w)&x%q{}9dsz?AuW0L
z+K^&%=<29VN=zT|sfqW~9|~aEr!Pg6r;VQGZVIj+x)fz--^i~U&l5ITt?&O>@*+ez
z<F4WJRBj))#tewb@d`&XUj0fvivSTa+AIxciD_G5vsSlUx-b3w$cPZQEd?Bvb&quq
z5dCZzrlqdm#TzXQLF=Tdlsw69@S-f_yPpvaWhh#6GKgc%Y>n;f)C=kiO$5l?5=o?~
zY4JF3HW#L%3U$hn6D^IR0itz&M#wV01nI4I8BdDyB#VH-#0XUjxMEzIVo?SSxnids
zYRIM+q|pI1#?CO-G34fU*BSW6gO@o`RL{iA`51k~Jeukmq<q$Cc&L`4ZnSni(fm^1
z0lO!mo><NOgBW)HJ<*$@6fTnch3sI#UlBHXmEdc#>*0usMZts%t~pk!M$4O;ICwW{
z@Sc@DOiDtbMXs-}4CMY(`ax9D5>eJK|N16Aqjf1=20GmV7>rOlHnZeb9XSMFpA2`u
z=5~Dtbnb*OWHrP3w(RoO+ummRi@5RkN$gbiC5?#8+h7=VUzF&<A@$O$GKebDA~UC}
z;QyN{a}v|k?22Xz4|8?HgEP<E|7PO5{~Xb7q8m{dvTYg2a7`NH`vwl_xg*5dAp0sL
z9;Gp(hnx`(Q^j9Ix&JQVdqncQtZDKTFFi?&m_`;ut^{*+r-A`M9jgmn>;+b+_5vj_
z1W=KtYqFeG``V3~`ArbT7hSw8{Kuac|HO}&UMP0YydHC1BA25LB>n}?gOyzc2$8Tg
zsEFeOaT5G*C8$TIQqi>r)1J1A)^454{|+>#vPO0^^;beZHyhi$%tG49Vqigzs0-`9
zW!xKa<Yv)}WEwk9OkL)$5iy0SDIABn%`Etqc5eoHLpG2s49M4(=M#QHhOjwS1ab3u
z)vWnashrD~tue+mxhXrY;J+q!QGXm-cpd`wH`v%+260T#Y{W)FG%##bf`t3y^xT1W
zhS&)^Z=-O7D6ZluDit}{!n*VtZ*}rMtdQeUj{Y#r);SN`{OOk@g~6|@w0t*OraPvd
z76g=y>~FQNJ0*i=MNMeI%2(ndr>8lG^Iv2g4IIZ|Fw<5accEkG4zFw)bi%1EHnOJ~
z<yQ8P)!BC=tuBi+oe+S@nyR7l^R}7a_cu_J`0B!KwHZyR%E4YR>Di5B5n>iBLZECB
zXE?gp*muH+=K@YY6Wg5scH*X(-h@Et<D6Xn=a41;50jzrfCyZ7=7;=E4!=n;?uKiP
z9sM|TR5Hzi(TPOvM-b>bgCI1hN1^&#JRPpZ<!W|ZN`~G9(yAh8su*A3-OZ$HmoAlZ
zxyJE@&{`kIPZ8p_e8D<F%Q19o2EtCY)v0A-$$oc9ZIT7MTr1POHC$vu$r4ZUl5!g6
z0(mcG`~%%YfT-!6mpc>bVV%+r^yVZ|rvK1e+=yX~UFSC}+javOycYoX?OVGsoM^4w
zEzvr(O8jonbCE46aR)59e2+yg-v9X%)?R=4i7CtgA!4Fz<Bz)^OwW3z%5I$73<t9h
z0iA2NgrH>7l3BRTtQ}>S3@N_{a^S?)U5y?4nMTe>h|*^hWf9=)oOMbX#@rhy{s?*b
zh&*?B{OK1hj?jhsNbmaryNQCBx%E>KqaG2Ht=$A)zGj|smb(R*Bk!D4i~EVfM<*Z4
zBb8oYm1JD?8-nWr74ZoxR2z<F(?JT%4Mumj*F!R}|KUX)8y<1{2&mFKF@6{*#h=+9
zR3loI6rbB!4S(JAHg~mT8Z6bNksa+B*L>>EKK<OzMA<cC;uh$hh|=a?9#gC~|NW6a
zp?`+IMeAKmfn=ZfTmO6)H(368UR09$C%$-3;-57{t&acqJn>QH<{c5c?@xc{Fa`e^
M8JOs2=s6ttH`~OmI{*Lx

literal 0
HcmV?d00001

diff --git a/assets/destinations.gif b/assets/destinations.gif
new file mode 100644
index 0000000000000000000000000000000000000000..dbdf7d2e4219e2d51100bf2ce277a6629470e084
GIT binary patch
literal 82632
zcmb@tRb1O|yY-obBoM5)LxXEupg?hVEAA9`DDD=5dvJ%~?(R|?N}<KASSeCks3L7M
z?f-f9-m_=k+4CN}Im{<HxpJ@Hm9_5mRZ>wD7O@%u^#HyD0T>L1o16RP%a{20_+P(%
zeevRjot@plz`)$xoUgC%^73+FVd3`nHZ3jf(b3WQ`T66=kE5cZTwPt0l9G6Mcx-KL
z$H&J>Nl5_!Kz)6EdwaX7si~Zt92pszfPjFDi;I|;*!=u_Mn*<ZP*6ohg^!Pqo}L~v
zGc!LwznYqwjg8HhFJJKR@OE}~bai##ym@nYcvxOu-qF#)!om_99Gsb%SyWWy?d{#r
z(2$&*EGsK}c6Qd^-%mqBlbDz&E-qeKSs4-%qOPtU85t=rFaP1ghpnxxva&KEAt6;&
zRU{I*u&_WvLP9`5u)e;&y1H6gT54iqqNAgup`jryEgc>n&cMLn<mBY(=_x8InxCIf
zK|yhKb@lGuyY%#Qb8~Y90x>Z$At)$#adEM^xtWrZLPtl})YLRHGsDHj#l*za+S+Pn
zW>!;E)7910)6=uNyUWMNCnF>C^y$;$;^IGJ`JZ2m7(7h{JzY5&Ed~CEyjZ|LpJu!P
zLkIyt0MFlV{{5K%AWT$h?cBw^^1_bI#P;2RyL&MQ%Gt;9RcEtZAMvI>tFL`eet*00
z<M%y$+}QE5t2lM8ocXFRuw>Qh<+^VPFP*!$n||OCCQco--6Uz&uYKscBS@Wl|F!Q|
z%B%AqKZh{)s5pd`jT{5wa%*~~*H5l-s5wPcjGY4G^J;r%HcoF~G+d&pCeA?#`E`A>
zn`gJUwA^B9rY^yW1@--NTjzIpbUfnfX09Pgg$)Dq+aG@7(?5{VFn0@0E@~WnxpVQ0
zfZ?H}=CkKvDaB1g3%ehG6W)I$_0+;WJhh~G_|@A_n0vhFkq9szjd&by=~y&At!M}i
zU)gv(8Mnzm9AEilGKNkp=qC<;#dI2rTE2KZf8}fzk7-{B>~Yn6o`B2dK>XwCg(C6b
z+n+Fjn#EH2L>h?%f!f!V>II^qxPo=dwR-g?g9(E5tBq#;LBDW?8rEBF=kg^Ig&H?I
zUAOu|@t!no_xhY~4kkWn-W?3NyZwbH+_E<sg-0uyB;0y1kwhyNhA+}~G?U3~I+P^R
ze*CgfEciFRXvfJ?g<64RvS{boN`q;C7=c*Vhm8)Gt)XPG?vFbI!FRt2#CtCH#}jF#
zQp9^dznd=*3n!H5`+B-uZ#tYJ(f|EoyFVC1C^>L_bu?EXl`1)S`|ZP4fA~GAp`SNj
z&$otCrG|h1`gwN;#oR+nLH>0#u>YJ29wk5>ARI^t0AOPf0AyrTbWChqd_rPUa!M*H
zEj=SMD?2AQFF(x;hepeUsZ5KS!n~lSwywURv8lPGH4Vo|kAaNcps%0ISX;bpbnM0W
z#N<?yIfDk(%Y|19WHi&uE30ek8`(6AJB!+z`v-?d?;4nPPpOQLFFt;{yf``AVYvEn
zeRJFV<?E~OcOYCkWnOKm@RtAzv+0)7{zx2hk^|Y+vWY~h$6lV(t>se+M87ygbXXG_
zGdOhX%;LQgGC8=KEVauNu#md<z0c+;(~Bh@s<yexC}%#)C^z*9oaTq9X%vc;tG-;-
zEs|iBOLX4Z99MlrZc?aDua<4J;={mWyEB`80lTM--$BNy*4<RszAFv}{i7Z1zuHj*
z7y<-9RsaALBaQG-=AlWQuJD?16)jn;@lkCwX<l#eo5djyu=I$#TF-xV(h>CXdH>tX
zo{)zQD5fm3_fzkyg;<$zeg12(PUHkse+HXD8<~=qUr<<7T!MCnWL0Fbmi~LN26&Zi
zR8q}d-95d1{ccR{l?(&_47O=#IBRt3&tMmqoM&b;=3lRGY;L_?Ug_B02mcxD@%xj5
zvvZH#m9-C(gw#yL0)Gd4_w&0522UC1h_6b0AQGpbM;H2N{~`5#4xekqR=rp#JIBv!
z(m1e8B%vIG*>!!XvMDu(o|*C0_@p$1uCQ<>`G_Y&z>rUCrp;jjLr5nXx5xLeddXhM
zZeN^+3;C*=CwvhFOs`!rQ;9G)|Atk!mcUSDu%l|AZ=j<#=WKn|dC}bhS)L{E_1oBf
z`uvN*VT<L5o#BKt9aTK4C9J_X2SE<vvKAY8WTS+ik8rD<4yQ6%(fo~utxA;GTy02i
zM+GU9eEqX8)Z1rr6&g7oQMa8JJdJX1pOKn=e+TXK$4gBQzAoGydVuw0p-|=O*d1j!
zr##sAjg)}x_BjgJ_k-!x@E3a(M)b{>6UycGAEjeZ${?oGZzIw_e_VcFQpQX~%wl2V
z1~AIP9tNNcAqDTA(1qbXZ+*-2%c&F~Z{AsH9EsOdK^vnj&Vf;jBK$0kg>9jYfW>z4
z#g&mWWP=W<A(`kM-TMu>WidkbOHB3y?>s<y^vgNrj$DKrR(ftIt<t9gR2#-=nxd^X
ztdA1fSOUWoL?|;&9`doW>en$whDbbEw6iiRjvvp-h^mdzm2|7I*K}Gi1{b9F<V|96
ziu;xo*{;B9hywb)E8<9Hi#Qr12~BE>-ETWa%OVbxok&twM=7#%OjbD1d9zCnPi6g_
zm#h6^Xq2Fm=8jxN*+Z&Pbspl<_6pV0s-$(^uW^+i61`f}Simsi82sr38AaqKz|pl0
zVpogT`b-?ptybsK#D#K|t-e9M|L2-Q=dL1mbhA5Z5kp$xKs1L1`_@rC#lYaG*L)wb
zh<X9ykAgQ^5rTOxhoACZK4iGOvifwNJQMv1#J6wV62y8W^J(z<tRP}o%d!7`)FqR6
z^VoO$pO=$hZxCF9yg!F`^5GFJaG36KL=$Z}e8v=qhce(?m0k-at0Z`zWDNA7ckL3J
zzA|K7Ttshg^wqEc5!tw=OW6oL?N8prC+zqHt)vVtGOn+5-Dh<c<q{E}*~OKLWXq%i
z_drYY3w7;PE}w25M)<tSkp;_BGs)pvl<Ui`%DO)2G&I2e?7)8S5*3LTaR=5T^n9Q#
zlo<Z1(eIfoY4Hyxri70M>jEgm1<{lK{S4}?L^#IxAV(z&*yC+>qqeWcVJWsE-Ph93
z&Ud>@flVxsJ^ubZg=PQR%;`cflNR^WTPSk7x0|lVkeLz2ipt&Qzu!YMbuui!#|oou
zc`8b<;BbJzIkw2&_$DuH;Q@V@QR2>llALS>BE-`)u+0`J*Fzr>!WyPe(U#cCg-`he
z0?cVWD#65d3;cK9;CnnZBe;O(@K#khh*ZGn8{0*qABmP;6o&)roif3*xt63KyMYIt
zC=%L}ZCc^$4#=LCNTMki%gaN4?k75e1Dr?`aPs25DpOn(2cV@Pw|a6NMWB%xO_&2n
z<MQHrdS-(~oQMX{<X-XL-?N}NbeNd1#LR`ea2-<LWGFtN@=P@Zk5H}=P3m|=#3S^e
z&N0eqY~)r^!Rlp<xLV3@^w41e0<!p|#+`fDSIO`3*0J_SWbF#o6btnfv2Ee~iWH1k
zSpozE_&DW1FZdwQb4LwYd8!jFuL(F$S+x~!VlMR`m=1<a9WAyff_S839DI)G$auLl
zf1}0v=wu1gXHa&<GSJ0s8;iJ&S+b8rnKRpf2bC>~#ON;}p{`h1W+NK7i!Ta!f*iP3
zdSi&FIP!?8DsUsoAqJl9G#^c|h`lZ6AL~e`xa7W<;e!i=7>uGxixgzP$-P=Jmq+xF
zaL_DIkT{7(Kr80ruzyOo#WZQeVdi~U<=CBH3%T-@Q&fUfCHh(tRahR;BTgxJH%Yq$
zc|d?0Yy!!>_AH*1LRa*m>O45QfMVr20iH4x{jCA$t5MP>jiT{*w@@u$Ss9L|G$Pj>
z#;WpR{-lzt_P!lb-$YQ~NUIE-X2l91jthE5%za_qi~sT4xdj|+`-welMKJR-rJI|q
zQp9(xQo2<b={X}xpa#;?kX7bSJNqngrF}{#s>Ib}M5>geE6=SH4on|K5V6yWsC3oH
z%#7OkUq5`ApVi*N;S4MvX$N#Yt+3Y``B28Y;jZV$ab8G%Bgq|~Ts$fOHbXqI@)sa+
z{ut%7UTe&aHh)C#hPCg5Np#Cw+#W<dvHl%#-<QvFhbMPcfhq2x|D*RWJe#7-_sw(2
zDoi>{BXSg&lpo1`or`*_w-=x@c3+Qe<<(8w-YC&TW=N6In!D@A5&ZyZ<e|VM$0b4>
zF3A$XzTZ4~rZh^EHHNJ>GdS%G%x+YTB>f@=d4SZ*!XIipeioo?TG#zTzuuF^V>{!c
zqt)btn|Bo1Mj8nzFD4w~6rSodL{$hNf=5<lftGXz^vsh{JV>vMiLZy6*|{*us(Ok6
ze0!m!JhW(^JF9r!HnG!@tdZZMv*~Ah=BN=SeEfE5<-T;%+(2L81QN?2WK)9Jk5@0N
zgI1+GS}wynV&{&f8q>1pl<*Tit-&#303$!4y{k~v<^8<Z)z2<y$nwGfPEV#1>ZIZW
zSW!kr92dHFNp;x`s-t`f9e?5I?AzCsI|(+2GA*-{p{4y?80hI*3^?6o26q>bEo&h$
z-}^`i_)j_wM3dbp9fR|C7Lbh*bQc)K*w^ly0wmItt_9fwRnPVTIgOSdopDxOy?u#W
zGDfhNe}FgC_qrL6lNWi&e#%Xy`Nd7lr3X}%Et9DLM@o=t+AP}-6F<(tTwP;af*}VU
zHu2M~ypDEs;-WOwV<62GictTu<2t&VKBJVQlETsbl|647S%i=7J*<<daipX-Irh<Q
zb;I%`WNLUH<IOJp4twQyRXgkQvG1Y!4w`y$bs{#pO&59AIV%Era*>hu7FqLlM3B7r
zAR>afkTvX6ZrR=lR?V;tRX}sh?%*?GtCfBxK$9%a2i$8jUIgne`|8;jgV0%SW^7a5
z0c#43hQtpusvHZI<2=jT4yoN!2cl<LSA}@RYD^z`pP5#9PNo;A4Y3Pq<Xo6PO4>hU
zz%9dclzn6NXPw@?&}R<fPJfEKU}5F<%`I{zXXM0`6r`yWa;w_#%B*^5w>P~Qh4YZG
zW9P8!v<>d(V0aMxq@(!SkRxI~b|S3(3+Q(xJX~)t&{f}8g#BTwpsB3^@rFO%FD2ZM
zYkqY~*qHWeWfK6R67A!O(#X3+1jj)3{7otxgpShmFdj&b0OXHFhEFn~BWu2;(ug)d
zkUb*M2OX}M19=e(tbalv;)}<h8)4*O&D!Z97NyH1j8C>Exh5Fly%=i7?o_UbLwACs
zMrC7Y$vyG}X&e_7+#1q^h<yLuO_Kv#gjq&zJvde?IvF05Xy-ZR8^UrDO~e%1-QuTi
z6lq6=J=;mb8vqWt#$#9`lybz25RN=h^op!u_MtNH3W()iLiD~5eKSsCRs$xl!MB`-
zx=!OfH}XvP3(xWZu}X*Otj9$XJ5653m#jr)281QB`|@1H+Aqc@jwA%)ARjr1ULX@N
zZcK=AM52*$OtT{*SQrw0;OJr$*9=dJ%XP4@k{~=tq`w6E_24ZS;ielwgp{#&sI2e0
zllIy1H<WR=I3QZn{-@r_I<MmjY@(J%AB1KBL8T0;@9tg4rRMmh=w2p!?WLMsx*y;K
zXELUK<sf20p?>71-crRA9z>8`*+qHBKRt{lxrvJb@+*Ha{DGvW)Ta4a6FAW$ImH2S
zP$s6~!0w`w_|%s6z~~V}ZzO)MnWI1HxpHE(mkhg>L%xR)QzZS;Q36?OyrX4^A@6f?
zV3K!Bx)|9L^>0|xGYX7O)_6Tak#gipURn$YD+x|hb=E)s)-nT?a1^P{4zZ~*^CwSm
z*VS~5wJe>SU#z6mg2@m7tCU6ahmHzvH(&q^+s+tbVnF<19nUGx43CI-aZNTD22s_a
z5i@=!)UG7+g=BFhi&)x}x-(Z}F=s+AeS9>J%Q*MIFOPzaHs8rD4@VFGYn(_PebY^T
z%V|DWv;nP$9)nC~G)mkjAYToT?{=9ZY8US)lH!6ccs5<2$s5RT{N$5CT5=U?k-BKH
zR=-)F2rX?_6IZCRSKtaL)b)sN2c#l6^Ysu#$u&h{QOa$^viZv)^+XOEoY}3)*t;T@
zV<M;%c3hbNt&_Y$Vr|)xp3p`Q;UOdQ&$aQkr+Hd{v`pzVr<QcE2|DQ)C+nqdR>Oo1
zp{@Jmr8>kJ9VDC{R*QZ*g3dq`NGcaj*p~wIeQ|7Q=%sCuN5$w%0I^oS%uT6W9vT@4
zxl_TFn5H@6WEI>jWiavO=VglDAk7(frm6E&p-Ee5)d}UT)SCsqcv7k`Qskmlq75i+
z<IOFks?Z=pN(&a~m{jTqRradn=Zrp;`40yR{cF&u0V1H1|G}VT<DLf%Ml}YgKP>o9
zgSLO@OT@}Wn=!-`ZwtQX`Crc0m=s9$$N8e@nIn?^INyH^n)RcM@(faR^}h_7E?z||
z6<t&3KL*W#sjY&j{~zaDKRA>zGCBX(pxI5&q|Gh;alV_2Z<eW6xBfa`^v?3$yO;PN
z2tW3xtIuD)euG?GKf=e)Is1)KTVPeg=B0{+z-a<Zh3n)ZNrBR?%DnrjLt&7|>7*x#
z=t<K@!n|}dM96sJaLcHh>CZGu#tf!yLGbhnjTm+z9so;wbt@*P)%sQ*a$cn!L$5x)
z_oRdKA$qv5OVzW3>jfD#mGVxIYlT)*fv6GvIYGT@i=&7P{Wrk}%xxaEZhNO)&&xVz
zKllX^bvHMV@-3Xv(_uGPbVb3gzRd;bAt~dT+xg5i_{%4fAIl-NM%o;lo=LHfHHdtP
zUntYHC>=2FWPDvoTjHl7hI{Vbi9MR~GQjWSTb1X`P)+;pZs2qVx5WZ&r2D}l5GQqa
zvZonJ(&qAZf&M8j5z&~O-g*v};#p^PxuK0YMI$Hg$uyBRa17RJtI_zXF$|OUy>%c*
z0Z8g0U91nfRx%C8rBF&on8JOK`p1H~G?5g~fpAVD=Uj}8hSF(HsU1~H+(b;d4+j*V
zcF$iI>wR90VLZP<!~qLe3g1|S&;u<SYk}V!6UpgE!jmBJ7`CG%)rU@pkuKXpGeFH%
za@#BoBI@`wTUSdxT%#&qyIfUA7%azT<Z@aAnRdFI`<%h*n8$5;??9PvoRhpTh=h+l
z-+Y%vrbOdPg#!@Y$2g(^q&v$fjbb~4f?Y+qNGn2BH)AqU)0R$Zxo5SUw7hVo*El6@
zWX^@<ZB|GP+LP}Sk{!ra9pQWP&h>nKt3mZ-_34}S&3wDE(oKEGx7?IkL)y#Ah^A>x
zF+O<@C5E@2s4)hz3Amit9go;%>ydpLH$7g`9;T>^Q~{3c2ASE;^?qD$eb^tON9JCj
z0XC%@#MTRLWY~OOpwx|xnES+Oj)NKnF&XtY!EPR+WX9A9HX6!=2pnue2vaS`@`VIP
zWI%i$f|Wynay(=GyA&u-vJYg!`?4aH9kX=4Ngv2(Z-w`pdkGxi{4*?h_+RG>1O^ab
zcy59>uG*tQ`Fa;#tv2c_J3!~MM+6EnAH@qFeF?M&OwchQrX3-o;UGC6vzEyU%*NDw
zeDS{6&rS>L`y*d_uzyNWfMFq~uEa*|{<`^~I7`{|WH(e+kITTB22y>V7`SP(Pe9Gi
zYl{vvqs3_gzttIM7kQV&DcEC;KfQ>twjq+2rX)$O2Y#0|nco-uP#MueO6Pye#PsRW
zhqz#ae6l?|dy)@B{u!7--Vkqv1l}M<>|VD`n_T9;R$4SxIAqJu`&Bl6V!<d;o#E7?
z<hRvk9?+F%5gfVFaK4Qv?;-U=A1kbn6LD>gMOFXpA%Qlt%1ztyz*p)PvLNmkKXac*
z?1JG>;{p(0x1Z$LK`x!i2hcohC>enf%W$r71eoHxw1B(^3#r+d42t4~w%%T_(>j`%
z0R_aHoK$Mglm0B83rs4!#1Z>Y$`f`SL+QgC1EV^)+4PW$(UOVKp~G=T_7L6PaDs*p
z8AyD+C-B-laGri8rFwxw%GHXI0f;B<w>byIi0d4Z|14)_(FDlfWVPZL;4|YKjxdQX
zXyJH9*}x$x(+%V;u{LC&`!8F@Z3U!p{YY2@b%>-M;ArE3PMFxJIf2^w(%flaX%2-`
zJe{ftAl`?48o^!#As=;I#fo<<^Nz~yxvhXOJu7Vf-Wcp8>0CN0`1e&xbt^?=?u1AY
zJjX%OakNx#&<u&+phD1DBol{SQ-xdJ$s}N+>-wf+OnBxL&pVqD7^-quOGUXLFz?M`
z9EB8{IY7lGRRal^-Y1#_L=#kH6ej9nRiB);vf&H(KqMSx_d(_SJZBvDV5y@mkYa%P
zYrdafk7-R*NQmW2K^XtY=@~^{V6Ftd^%>}uN^OJ&-~7Ei_=+PtWnWAxi9iM0V5%&z
z8<Gnp2R-)9>3%L6QJC*j8;h?u18RwY)o5yhk@=#m#9AU>NeO1YM$?xpDi-FA*PA%W
z9xVvzx%=ov;$0a}!L=g%SwC2<s^S<V&oI;(y#wocuXP_ijv!cfXfdeeAl-Cc>wY)^
z^VX<0R}+a24^r@V;V!hy%6VNs04yX)LJHL`0fwMexcD`+wl>7tCH7TVK-7rIsIzc6
zSvo#n4eoQ_Iq+7Vz~glDF=vTWlNc_>t{husw^p?3s=-L_w>R9JW@pvy`TNGKX&}4s
zG$h3Gi5htg#zo1?2y&zdZ#to`e>7_X6{LrFUS`$1QfHX4@;u>qC*l77bucMW3ni}N
z1hs!F9MG3y-Mu4lQQ^v8lT%g>B3d1L|9nhc_m-9YCUh(|$qR{PxSwZ%dqvvN^CrL`
zqLO~pgIdTngRmrkh2E%z0^9;z^xYFLAbSCPZvBegEc3yNoE-i#Z6a<e&_m(5xi6*l
zA@F4vBkdj!>4&wP-)#HSv&x^Tv(@(>$Qx38CHKPp7)k%2t|Ko-!;LIP9e1e_IDaz2
zEu)LJ<{Xf2*A;jXZd_o$K6&F|ihi6PE_P^PFXJLie967d+64b}&Blh7z4g+udwj%C
z&6WaE!r+-lgF1{z{K?z2nb76B%})Xfgk-AQoienrZCSQ`A}gQzIG*Y-LR}ZA>Evb7
zjddf?z0U|@X8?z3;|chx@?R+ujI<i??`G3@yGSo*P?8z5{WN2bUEJKFusHmPBA+o*
z%XX_h&I!bC+D)n`MN~|uloCEu@K<X`J@4XxZktSx)S2&Zv^Cs4*DmhTScgR;w^np*
zvOm>(?_b*5=J(+TcESD3&jRl0%oU*mSX6)7qGY$<sL;L$cwY~tjuYqV59sx7yY$jA
z#NIOmoN4&XC)fuc?mf!?nC9Hb=o%hEpdgTtBewrV${M&Og!x{Oc<5D`VM@C94LV(F
ziOHlBYg)&B``%VOrNG>_h{n_q*^ZI;My?@1B5Md~?Kl6-(Chrx<fL<T2OyWuQ$*@*
z5!YSnaW-6l_g*_!?v44t<CZOh56ZDWZ+9=C&mRv_q;!wvsa)CYz;|H@4*Y_e&+(+6
z)_x?(4mxXwU(Opkypti0Ib}_=;yfwppv8pbt?!HPi{4P^W-E-*o@E6}{rape?HNGb
z8<_iv>AGVA^g&6+OY!Vk#uV2kjwC^Sz5l`YHpd@V)Mak`9>WWPIRot|DROZunH%F@
zRd2t@U~c;(>tM<eC#6|_TI$1OHSY-`{h^8Mc=Tw<l|k6siLi#t@N|@`Hjx<%u|LL%
zmpyZYj_O1PYu&qt0<qi@fsP=HjkVdOWW?{mg;3!&2n7lnAPp=dI=<5NSq4UZ3qWFH
zCsav_D3MUI<Fr=b2u$l5dxW*3Y$ksozkc<2K@>I9f;5#Tfh$8{UH-GH5s{aX@gq?^
zhS6k`j%FEASbQNp=;$;1NDxQ3FiU6?Hnve5j%^Jx)!rxe%ESUY#)u-i@iL}jFN#6Y
zzZw#4#2cKxhcsD?iABejkHi}6=~;LgKeUZqUeg^#!~q;*?#IQ1U9$)q;KVrMWL_go
zMgX?#u<Xd#OJKZ$Y|!{+{Mu2(jAcT0E`DKoe7zwRdkt;_4lKbDa_}9F5nBpJ$0jVK
z*`X0U9cA}!_6UEpB+Ul^2-g!@Pw-l<qnP;;^@sv?wSa{IiEo#A-+Ttm<nq4kNm_7>
zK7Jj-9Pz}0TpY#Ws)5B1f%Afy8E{x*1(lQYPN0eo$+}vA0RQN1qlinR2j{Y>-vd$&
z3>bF3qn;~jzR(Yj8{t1aFe-N>?^h1FS%==`xQU&FMJ>jYMY)qv%TYQ(zO7Q82`3Y%
zsP!mF=8O{Z0R+qR(k}!_xbh&hFxXEVRhQ`)AhkFzXT}!TO$7FU6D!G{Rkd*f=<Y+E
zRvx}8pD|^h;i;7=Mjav18#c$zg9peOW65GSNW<a--ej=q=xJfx-$lo0iNWCBAF;A^
z0CCg0$z}nO_ir*<^o5_#NO-6~LfL7VrG=gXBB_jWXRWk|tw@+J6Z5r1e+gwSao{}>
z3Dfg~Tq;Eadb2Q$SbIupp(+r5M2f)@u+R6IH<CUCm0#DJzmWzIcxPyr2V;&(D7gW9
z-9QZjA)Hir$|64b#&qql_)ZZB4+X7t7ntq|=@MJgiw$shZK_XioL6=po>hQoM`1@T
z^t)~*>ldl%z)-L5f}`a^^~*vU>LUHi-15Z&Ys)x$=A^{{wYy4cI$oEVJltAv$<;=z
zUwpxd3gk=#mf?gP?zNE@E?yx9mb21ojEn6VC+Sz0VERrHUK?d$L?ExIV9p}c0mf#?
z>#XV(A?rMR4Pz6$QI9$la66EW+D_}?ZP_=+l%Ihy-YQ{zd08QArK;$%!89%2+j71j
z)rB^DY|bcdCy!A$fLRqr1k?|?%oifZ(h>b*(ClRMA;&Y&-kC(<K2FgD@S~QB>7@#~
z%ZiVn$NKqIIE>}OM)$c@2@d>Ails?o?TlM{-CR}k1kOr?W-FOX6C{n%LSE?k6@Aag
zklr}pkqQ*w^0C5fpf+2zI;9?obnK^`YO0Nr#f@rxIO{=m*2;!nrgQC+pi0=0B^V-~
z-Ukymu_PWTRzcMy*7@lfmuESppHbG7=0h;#hQ^;NnR88qm{cifD6QD*@b0zbELg#Q
zkTnSArI`ekiud~YbJoa}HTX@sF4R#~l{ZvRsks^AIlLz*ltFBXLX7*MrY6q!Hj6D(
z!G{TiM0t?5KG^HS#ztUMrx9LM0yAw;ZB>44a9?frY}08^@+uAFmkA5Tr0%L3R%o1d
z+)<Z{NIsfHJ=JPXqsGH>hMdpxym3l|^;^?Nwg%9&<X+~8*ECOw#;BAd4A8CDHMQ?&
zYV}8o=o2CAnKe``>dx@?B3>mGQYhIR&U2Ca8UH3v<N6Sj7JWeIl2Xx8T{VtV6Gs8;
z9ufMUeS@+y-tT}G7eI&6YzMes1mmpSD0$t~CeUG3-;pR?&BDi_P>-WS;yV)5sS9g7
z<7yl^@L%bxFUqgChj)2%<qMB>mLIi+Y&8TVHrblCYu+iy=X5b|fyMFK2~9go7VCK<
zdS(!1MX1upQ_v{xmK?`=`#EHIoqLv;vE^1*ay?9Ii>TOCt%tWiR;};(oNp>^qfl_W
zr&@1gKNwGqy^pp(Z!zeZKzBUcdm<lN=>j=D6HBabalM0z;Pm9jbV>F1=P=65C*mkN
zbo<}6*wl9~-}UQx<n3P8IwF)(zBe2vLYK~AiffRI+reGDmM<=S&5osKTd7wrDoF>!
zrt5>#1u*^`?wdObzzP(TRMQLP$pg^!j%-yrz0Sjmh`KiqC3dZ-gL`+LGxW5yDH~=g
zCxYJ;K<{%GjhY($5FBm29B|-O`*jCf_e1Ol<22b9X<lmGofi)FcLTSL=Z<B|&fOX6
zyQJvcIp_UK`(DIY_C)4FMJdPMiHx7RjD8jyX!$mZB@WS}gSBjq3tf#zq6SOE#(+pX
z8g*Q<T$F=)DOpnAvPTvmh}03k%0$dF@I#tCU>vFTnC)%~uQXZ5499X{(%$k#<n~1M
zR!8kz{Sa&P#8&Uaf#x?t2~X)Vq~+q`W5-<Q8J{j8onF@ksZY_Fj%I`~*<u3;wmfVG
zM#K90s()6II=5gPKoZW2iS>okQM}Q1+LLloMYRL16{vQ-#j)&Kp8)m8>?#ziH=RG<
z`=!>^7_^wx%FU}uzwF1Ik7~(DpN1s<oDNiLADWvGI%otUdgZ?Ux!s)9g)gAh!JnMc
z)V7HpI?V)NFGLc(+ESR8kLoAk88n$6TRG2R^N-RV*UOtD+Py)R=H2g@4vd(2>E$sI
zcJc~|o}AJy3!5BbESsH~pY>OV-miOw<TQL2CuX#_bdlKl()%SEr)@3m$u~2xU?&2)
z2RP*%F2ANELtCfhTgDtm=0(NwsVE+19gBvVjp!A4`p=4k1(sW~Jck2(#lI}4w<t=`
zV-I~$5grW2fcfX1;Ll)OrrM04_Vn;jz@uw87V)Bu>W|5+(P7rds~mc(Nf8}mA5=np
z@0n{!PJhl+0<x*p&NQML#(YT<EALG?3iwI9o)*WQ6^AJQdfgL3FYt>11b@Bo1Id|e
z7uND<ii+PXc|s20<X&!cuuk|u7nrk6w0gbbDQ#~PVX8F&+`FowRaus^Ty{Whd|KQ1
znFU8TjvK)vdLQTxNNi?YZjl#7t=n#S@@}<`8ajk7VBz&PibDZz((n<HnIg*5ADa6`
zV<;S;^y<hGbCp%O#MVX6N#deH$ZiwZ;$0|JJoN2rp0|(-@b6z%^!7X55__?YB(qyl
zEN&YZw!u}5%;JDdl3dGMfAct;Vrv)LJq^_6%cTXcgWUql`C0jWys(k?i3{=#3#OM2
zR?GGZmisrVXa}c*FAp@y^zEPzajeW~cprk<pT#`h+ByBX!@#=#lhud+nV<FIVgA)2
zE#a6RVkaMXKuFW{IIj7}%5xdQ*sKTWd(TQg$XI^NAbZwxBpCu8WZyLlI~28rBW;iE
zm=20~t+z88<rm)tukTqltqxtzFG6=z*|QpQkCjkBHv*khJ#bKQ9Q*5R2WkM(y1CI1
z9#8uIQW1z~<0MP?D9x;^qzMYz%j#xzQ9~SKWR9OUohpx<3jTV%sekO9#;RDI{1VQH
zNscfTHw5n{9ca5Ds0h@tH4w-JlgT%a9*EiF<v%5AIhS8Nmz9JwpUSLG8qfxU5GMG1
zMCZPuAh=^t77LW5B~9WQsu{+HT(q28*|v``{`}5&bLL`<Rp{-4Nvrx}+&aC%2;q<T
zDzDtMBx!WABMBgIgYurt<8LqMP<r3uvZoeYq12Ze`G8SLh!CkONvefi#-|>9Vh=1;
zyjS+r_qM(4F0tb;O(|QcO0?;SrXESGsl3|)J*~T3;@8*L4by-1<@ICHl}pRVRT`Uy
zPfmFsMt%vmoVa%Q`io&&FZ#<T{*@Q2M#Pve()Wq8OeRl0^Q&51l`7nqxL-jj3`kXG
z{rYSD>m%>471jbN<N*9(ZL1P(gGZqATpD=`{S6sjQW@fe46ZPt`~JLqPq}_Xi&y(L
zKRi$W;T8S~Jwhntehqztt@AD}MCvBf;wC%%Cb#4!fB2^G?M*S}27UjwOzO76;<hUM
zwx;B^Zuqw0?QIk0w&ng^o77#0#a&nUT~Enf-|*eQ+q<C>s{fwRg8yW+75_s<`zLrz
zCMmgeOt*6V&y2PwM6>yxAUrAT)!Gwfzli_LXpQhgQ$q0)|D&Dch?iPKMVDV%R$ftA
zRjtcZoXSx1x1H41?pjwL+St+8KQK5{(bXN?JN&1eG(F=qIz}}<ySViF&Gh`(tK~QM
zwzhY6-|m4o4v#!nyVu`MKsec7eo7%=2g2E4Of>dqcRw}W*Pq^=ZUUO&;zTgz6Vhpq
zw^C1mv|~(;EldLdX0Y<M@P$=%9G!+;i*lP~<UKsOx)1NtR%YW_ZN}<RpDSM)KA?{n
z$g7Q*$CSJjT0T+{(9<+iPy?ECxyrw;&P(~c0rOqLsxo5as+sjoTedRiGk>YNnikjM
z2n$`26MRtGYIk_He>u`<F5*(OlLa<>Zg$W22d+Uz_r;z_=&x)@NRMasSPB8FfqJ&*
z(VRBihC(3E%V4fRj(v$IU-P{_rEtx&mwke907?#b4vl`C(@hV}U=Zs&U?hl!BIyz(
zi1l%^JGFahC*Gfe;64;EcsYXjcD~;JC!-zg|M6+>MdJOZLj!+GG;iuHUWN5ry)(*{
z@)}~5b<JbjJb(LYco>5LKsn$6pGF;`LsAy~V{m?CW&XK+R^-@^A~R67ih$}wSl-7i
z9>qul_=+s|<5;pC58_F!bFJK=zHu=yJ}1OMlEA9tVe)Ei4-*;f=Y1v`;>>YiiadqW
zQQF06PdTZ?$17$OD<|S8Q_sM-GF^>->B!8J$Uz%o5W{(#%VwQdNn#pCqQuNXEPY(y
zF}YEa=fIS9oH2)DDK8B9e##!<TkQFsj?+kBtR#-@mc1x~g0F@S+X##-%QO&WD^Di8
zs-ctAKdP!k$Ea3dmt}Loi=C4!wSiS#XU@?TLtN)UHC3ZkGQ{(B=S{a0v**owEBT5H
zP&dGb*6FbKE^YHP@DFU{l|*p>>Hy#*blm_Bl>~u>G=O8~rlVBUWN1Wp$4`6A1@=am
zbQ2b_bw0F{R384k3pSA0#63(ejqKb|M5OkvXk34wPV4GngOMW^(JE|lEh|j8IDl;+
zh=VtiY%$_G1)JDaTy+ZK3HL;Nel`ktL1^kDJ5HL&Gy;y69YADaF$_e5$cq+ZKmt-f
zb)A_$xJ-c=o=|=v#dd}J$WX<*&Va_V$)uNlSMorxWE`?&m$Jp-vM;4V2|k63x}>o|
zDQi4Ous?ESBbMFuE(v!OZ1-5T7yw8Z){>Q=?C9X@E5Gfq(s4u3>$Hi{$X}I>3WtzD
zVcF{9Q!81ZpZLxUSObL+HlW-4MRDk<(NeOi#_JJy9PFAB2Ozug#f*VCtod%m4lE<E
zKQ!c~K*eD^i~#I}h=()4enUU$bay(0_+<~yu-Qd%;7DDvwjROLPx>bsgY1(tG6N(v
zx>cb}_tuL7ug+VagJHp`ucjb0I68pik@pGZq`Qaa<hWW=cOqk)p2Ba5CFKXP=wz{e
z&M_=3G7mEnEh37g;q-dZGQ?!@us8MFWSg<0ri&0l+<Dq}h$#`-3ips;(Wej<qp=;T
zMgkz61y)K$6iCPh7v%Viz!NAbRN;XW@ffWL9vvmrAtI2WW0F218Y964s3^ywc{eE_
z#VS`6<N+^;VbVfa&n%t1a}i`xaJhSpmx(DjhqRU~3MA^7Qyhs5<h^|y*prG&ph$-W
z7M&KhW(c3uJF6Xro1R$Zj?qvZy&d{QqDBrfL|To^;pMKjI6xTgBv<&7PH}81PR0!{
zXS{-4pf`Fz>sU*VNtO%mbHsejYf{O_OzaYz^4zj#+11NPnuyvArstzTca|B*@qPqp
zKuU%_lPu|e=>R*6HrqFkoDmAGM}ClW76)UjD+a*qBZEcF8J1(EE{~VFw%+(md&iVQ
zEy{^eqy!gHCbII!2>c{;f=26WqM_b|&l133=+y}J^W!McqB>iz-V61!z~o?Cv<b80
zy3WU&=~E9&GZqej2gM~YfnUJ|XN6s^^GFMEOq_sWsg=gd%LIz<j)gC=AQW(5kOBr<
z(5e{d!kR^MxMBpYL{y+gAWQ#bUPqZwp7hsG<m&`PQnmC~Cxx=UX#TLIEOinY5k_J*
zfa6}JMD!Fykx1{5csWYpL85xe2%=kPf`Dx>`a?1A@`R6mqw9*Sxe8Nbk-mJS;q?x)
zwGnG0Q~?(Sj(ht|KD|rQichVBRRy#NHT=8}wzM0ANWECFM_9Hw#JS4w)PoKENU|hZ
z=&}YJiIilm^1tM9TH&)U9T>>~Uy&&~HeVw4$_`_+sE$?6ZDe<jPg}yHV_~Z;2q-nT
zI;R`dphS9hdrYRY>f%C2IuQb__|oJ&jd?GIYx?Ygi5uRI2FiO4u<KIu65gQk5z2H~
z%e7Ny%WSLgTlihA052<K`d#ka@}-3d?ri<1!DdZpVZpN|Sv(dG4{{!T3#)a5_ONRY
zy5ifE`R7)go#I%})e2+CW1kS5b)F$VvRezIdZ^i&#_*#1qowQus`uYe=$u*_wo_fR
z|I~;KcCWLASD&$eo<pD@+DDSsjQvG%C)7u_yN^l_rXGuUsSAtRL>HCL{b^eYIRTIT
zr>}6;E}}Trq}jZ>X2{>0zh_g^Iecs+Ja^qtL5tsOY<{%C+DBVXGfU&}wG1>@Ow=xc
zZNB$_s+)AHQ6b6!c&cf;|2jn4l@?<!w(2jiLf(}5Ae!(RYD>d1WgzU*dPKyca>}$~
zw8%?`@&RZCm*v;=Ts@$YE|aXdCeS~|a&BHc)x__f=&FitF-&{Qbe*r}#hdPBZa=R(
z(6_ERhS#L&YA-uuMA@v_QTtxH0`jw$dQNeo|L$^tI6{H2DZ7b+#DJ)2fw5V6X=31J
z&z(yksP#irTK}9-qU|}*i{i6f)dZC~&+;u(gvUtwH+8&N8_Q{3N57FnL|K+dvipuA
zBnl7rBl5-Qp-C6gW|Sk&ZOf37oBck8b%S^M)9EJ^cZLw5k8Sb&vPU78=s`X$H*O!Q
zMPn-AQApafIeak92;Na^rGatyb}b`nd9Qz+^ToGvN^mv#Yq>Y|mflv5rLUFhg{xmN
zlq3{-u04w_pR;N`EI<Zd=%K#-m^J;_V`D}cYN3$c47ijOupDwSx<_|6|Dzo<Na#qh
zM{WlDAUkVL5s&eucqsW%`+aDfZLz|Mlz*V8fDsj}%f8R$_l;4*Z{kEuBdXX9GP8yn
z80`54)Bs-tnkn#--^zV>i=x|lBY}ra3Duwo4Z>Owxz2v1eP!(PlbcunL1(kLASBVY
z{KwEOuRzS@9l{UK%>uW*S$0SY`uoKj>tCf0-8SG)A#YP30R|{>4|ow^4#Mkh><dH2
zPn3`=B}lW9cjRJ7z7_&Q7Jvvs1&{kWYGnlJj4)uPA~Ml{-{TKC(KNt4bs9&G@ih^M
zwqJ;TP=`Z!JRJGG4aj;;!=X$;m1|_&3JiV^X221vCKuXE2V7W6!IT;Ca3E_{*bmpW
zoG2pp9cUB+q7K_54W)w)1%Y)GjCt*b832K$91#^^Mzw3OMjY@dl_*rkDgqwi@>xqR
zDtexRlGa0kw2X=pEu5hRkegDn<6v|+0Xy}?sH1&_4Z^=V2#4b+`547|UI~+Yri6`z
zr!yMVk;M`7$7yKA6|5m*y5o8y;&Z>o89R!l@xs-w_=!CL$No5kmp*A7NZ-A919Y@F
zTQvVPv^5urp|VXdT(q}a0{kS0V*x<Zxk<A<Np)7Bb!+Y8bT5N_>!gZ!qOo{&%S2Io
zqPeLM-5Tp5BiWGv2nZDtBE*&ekU8^-=upPqRED%&<LoFq^~XWadQuJ@J@*|2zfq{g
zBN9h!ld+J=YL_XDQ^^U})=#@qD068auSNd)CiB7D*MbEFl0~UnqI51%#g_@km&vGU
z6cs8JNuH{u=qhhbek`20IfcBmj8l_NbIw6MVdvl$iLJ7VpoowXBtbeErCkVP(@;a$
zHn4eX?Y}9fNKvb}EBo+UDN*o8=u{gpi~tvEG>B1ICcRlEB3aDTnc(l~hUg4u4zQth
z1}4iYix!b(wvkP|m&KxD{^W-6S1v<(28=&m4ewpTma;}O2q2ed=H{5KHzpdGXBRAz
zs*KL?oPmNyy#MepC!RSuh&Tg?o(T%@GMyf=fh;j13iHmUiqXi;gXF6)HXeD7?L9t|
z$;-M#Jl;>!1*jD`(HC)M8(8M4+p}`YnOZOv=tvikT8pS{z^X;^I<%Z+81p)B?sv~v
zw+guo)Iz-DfozEM5Lv3(cnd!fJmgx;OBmy;ytpNp<(pHnAS8z?+DP_wQQJsbv4`S5
zXK}<0vf8JZvDP4<rq~rO%GWA!yq_Op<-aac0^~35<p@_NXUlC9ij?Q{)g{5W`Y?db
z$W6aN$BYXo5&3sDe%CX8rgof5x`kr$rEM)mUQlf6zC2pdLT;F+E|Qbu7RP-RI%UjA
z-o?d+i<h^CUwsVa-sE|}#Rx#<JV{_ldR=bHl6<YlB$B`_mO$EGRR$HUAO-;dFrxeU
zxVj0YY#?m>%M3XZ^un6Er$+@(LjKzsv9gVv%ge|IeoP+d0u$9L-ckcEM3rnpeoHTI
zc3dfZ1FX=CZ6;sobqjswRC%af8qXUenO?1*kdJfb7?Yvp0kw1xW!^O+(mum|yotSr
zU6CeQ2xv*?>t>Uh;V7BKE_E&!IDm#GIQiY;(%+gq6D>&)h0F5RV02@t>P5ZuwCYi}
zb#5cc{bjnZ9BTIS>Oo9kmreW+<k%vygu6Kn-J2OMdsz;Txt*-*%M$9-6B=-+u?KJ)
zwyPao(bci}(BV4l;n$TdCS`LpO_xrEM}1DCCPa;WP%Ex9hsCJ*GcG3_5V<`XO4I`2
z2anYR3Y}>h^0q+c<c_}c4Zm&*8mVx`VuB{NEO3Hd%Gn6cTMR5)sSvHkmJYv_Q&_)n
zr)<`{SUP;fZK~h`KX9=-h1lgdR}J($0llk|x#A8qE_b|C3E{1i7X=slwmNGym*J#d
ziguKjN0Gw$KIVq@%O)>RS`yoK7}jw{33k-Mh^uiDke!_vq_W7`P1=KN?w?ie-*eT?
zxQpchdG$n%s=a3KYMY%d8>o00_p$&9wP-DG9yOIfJyfM<eZ4$yIE=hU1yy;S->l7{
zUc}2Ny9|KWK;AePPI={00jkCM8{@Yc6r{6DAcZPufM7wUd@mO}cV9-F+7-q9`tztM
z5(`mN$Vw+}c`!QVb!p04poX+uRzz`ALBS*|BaRnn%oKv_kwE|eOffYrPC#td`(Z9%
zw<*2IH{ev*K!oT3i7KRgqQ5{{T*-;uhdbzvY161noBT*|H)3$Z#Z68ZXp6G>l?h-u
zXVx%<e7rNx3kH9786qmH==K0n6GLeBdczjQFvAC}d%;q8c42HeF<-Y@yIQFxPH`ZJ
z&f_{p`T=ZmS9YD4(f4XbcjJJQ16mqh5F77U(1<=U4|uCTL;p01ZVyObIQlyR3@j8O
z1dr*;^fFXti*3K)#8+Q4d?CA+mFI0vlTfa#)nB|MD<9&n9jl^42fvReCdD;4Kr);J
zru#zEqzGu&SqAWBOt=CqLVSRGB#itGRL?mkr?@mM<e%~O{W)V`D=q~z5P&@`ic*sZ
zp<^`Q8CTpJR~C>5j_8KY^U#?N%L>Z-sZC@0y-_?f#In_bK2vhMlZtyIYBDXj!IR<Q
zQltagN_&$*GR9OsvI{|#TI$qg;<K1QvsoyMb4DT0w^POyY9>4Ex%cB8p8Ino$Ps&R
zUw;T#<y<rW>)f=?49x(zCCM6QKfk;(8zuNsDt6w>rtQ^$v{ipbyNf~Hz^wA3%h{Le
z{03AP|2!Met5covx0BR)IqTCcyjXlPL;*Od(|O0RvnSsDU?Ah>`jyE56#oI~ZvGQy
zetpaB0hN}%(*Znd@443waYHz-XlMF}`=0y3C5&4QF1f*PCY_(REZKU-ZYUSykd8k{
zpHpucTCnUHLIVrx4Hyr>{j?<%p>X9`OC;h=<zpON%UNB%5oKvmPFM5!#+$0|Z%Pj{
z<>>FT7n08>_NhuoS`a}$BJb^`)Gz%e>w*&jPicqG+a924@0(jbvMzdL>xSd`;Gxa0
z)tDE<Ij1YiaKJtj6jTnhYZP(_&2tIGb}L%rEP_bu0)L&e+(l6n3O*J4p#B9-0|UO!
zlQq+KM1GdOXCSgMthK?iu3lQCfj6>2S_Alf03o*o3FmGs<UZnF+2|?S>Koh|*x4HT
zwKYP&Jtna|ZoWMkx;<UAJv+EPzq7sYYkQG?=e5MnviZ(x=+1i4&gS6G_Rh}kubn;m
z-2;i;BlF$k(A|@w-Lt{n4?DXbf9+n<zx^!n_N)2Z@8)m+GxP!hcr*cEz#~w~KcQE|
z|B@VAHNFk#-fQ`9#l*j%*Vd=&fv{Jf?l6e|3cdcHNZ!B5v44kN|0*WBG03tuwRd!O
z8MSr)6M7Agj201&{S$i4&izwN{1bZp3(4F3SLpQ*lJ|!kJ3Tx9@E6JZr<nNtU*y=Y
z-xvVaA0)2@JsSC^Ui25qdl5^-tXio2FC@=-`!AB03YSZuQ{kf|&ZyN2(uq%CRZCZv
z94S;uK~w?-ysH9h<DwQY3gY4UP5`c&#XRN|u9xMbs3n`Hr?!hiR<$ejxaH1m@tyUY
zWzSwD(5rR1GB?`4sU!E5CEYY}&w^ZHkLj2_e9g2>?@Nh()rsIUXq<$54A;hxW}MQZ
zTCGJ>?yD862bvwt=2n|6%=da%L5k%PKepePM=u3wmj4O8Tu)b9Z03qJ`nxW+dc4nf
zUtS8jvkisE5~k=~Qy=iA(LO2*vHkL{l}O^fP-x({)U{}b*adTq2$!wE*iV{61A$hD
zuj(yI_(C;*e2ASad0LVme|!DKG^%-cnB(_J1Qt5{8G#W=ga(!4gau9+MIo|E`eey0
zKshcN$8E*N%7s>R`C#Aq{`b{Cj~RRIgSd&pxC42vCL>1QhhD1(GLL6#jFR*Al~E~K
zR~)F+3}Czl3_$iL^ipQ4JxW)^txe0|<AT@;%JVzD%Tm(})Xp;Ui?7Vqwl6oy6-%$Z
z&tqRD0?W-ItNI&yIgzJ%LH%SHTpwmti<@!2(JMkIbgcyigEr$pN@UI)$*1Dvqh%;X
zu2Ulaq4-=Yd~3tmN*L$aW(E2g7?EEdlaN(VRn?bVZQIIqugs-)7FJ#7tjo#SmXD)E
zY0+Z!I$n@#x;_ffrdJ2=B~0hxReV4j-L6VR3H~o&^6#<d{d?>o7)yAHty8gMU6bqi
zkO$8zAGfywP5trfpGMICOF8(>T?7sP@5{khD&;Ss`UI8rr>C1iR`3U;{BLsjR|fn?
z4*!6Ze=^`da`+daIz9784n{>U7nh#ry#9w!{kI%AU+w<`QvUzR!8S+_E_0zJCwY%R
zFewhT+>=1{#jK;P_32bnD@WN3AU%0Hy;c)bW~Oq^tQN$j#0t1<t9n_mW_@6L>{VS*
zEE$PQuiD{=t1O+&Wp1L$&RXrlVVSGiS+`Pe)b6~JpIIwhBOZlR*jTCGFtK}8XU@&x
zM%_I%ng6F8fwe{A^Xcpx%>Ps7P|)XFdUZM8{TFeh+*P0e&p%ld(;qqXezvVOt*7yu
z4;)7*CyOOAxY<8GeKRWiR}P)$YyZeW%=Ln~%Kgy-L3;N`(jh)5<|XRF<3Mte?tN!r
zfVXblEAcgnU#+bt(-Q=Z&kBOS|H*)J%Jz1kepk#3_jOW-el0D$+nKAL3LE-$2R}c2
zPZ>TOF8?cy1kH>!R(?O=jJziG3$lUl+9G&BglZx}Seb(;I-BYT+RfQmIX{-yZ5<RR
zjpDFY{b(6im_WTcdJxI>oA@yPr<3wwaQuMqOj7?w0JF!%i4j)n4;<rMsmI1uN9pRC
zine@;o0mtaiW(bg=^FO6tN;U&sCU_xCaZRY+B#0h?lxyS#}+0H)CC1UM{e>9wJQRT
zivo^o*@^u=22O)IzV@2in=YNcFV+9Z$x#-;V#!fHH~~4W$TY|=tGs(Ks{@MiJL5FG
zZ_Ra9Q<3d_rj?pd;}n}w#g!3J-PFNF0{OjopGDl{6y2!5Je!-@KR=7B!<5AAN;EaJ
zsO`b{AHDQHWHm7;_zyn}1OULGMTLLM<Imd$03rYf2>DkY@PFh{LsjvAlgFo!PniER
z^7uEv?a%#J9{=xc!I#tc_lo5IQy%|t#{Yd=2sZB>wjSsm2cI1Mds~#8eg5|EZSnK#
zujt>ve{G9*M1Qx16;XsHT$GH-vrK`L{E>5Jw&$O1(I%Qe3~Q^H`2%oY+`?<UZ0B-#
zZDtEq+U;qwg<AInS|3+GHJ1qgE03C`M>45g=Cd8OZ>qJ*Rg3;Z9y_z0^=r**>ByIC
z6nY!2ybERKb6t&F-KEPUX?Qtcb7}wcvz@ta_ZI_USa{EH0$Tpc1N-66?AC)R6f>#U
zc6Qs*T<&9+-FcDrcbz2!(I3_OI!@ojD*lxR`mDLx6qE3vzsv1qhx_^N4(AV|w;Tuu
z@}ZQT6>NrpKQ;D&-Y@SL)2LE4|8T|&Z<_zPBJo$<7*1583j5a;$<)wL=-TI;{r-|y
z#=lS1zW-nBy=7F~ZMN-ORTKq<7FM`hA;Afn1b26LCpf_gg}b{K?(UZ0o&<tR5+rC0
z3lJh4lDE50-`?H(o_)XFG0xZe!eET`{GavAx#n-_YvKX_Q~=fQ$o+q<0ELSGTLJ&S
zr~qAzasR(nKu5ZC@m&Qt9xeYd$-c9Ed^^Gc=KjkhD`RPT_S5`Ie0!$2IPB*?SHRzx
z0>AChKb_&=zh??88>Rin&d|&e?fSp(4Abui{{1QpfK~qu)?iWF`qx$H+TQo)D(o2;
z`E7?zKOUQTDJS+<XE^_AZM_OscxQ)h$HBR9$^PmLk4U9pbX?3EUoSmhT;13Z7Jt75
zG<g%rH=`s~xIpYC-R!g@(I#XP1!QydzhMnp?bW|K!!_YBD#cc&mhd}RgLr#c;h&>E
zO82^4RSQl3c+=l~;>B&TMC|+bitPy2;)WE6Y2I}8LRFU0%YwVJE{dg;>r}x{T)WZ~
zTW&<He90V9Z+thgIMaEL{>~1au87rZFcmO;bNmy_x6!=L{tMQ4Ul-5nGd>KChgmDl
zyM<3CK3Z5vh9?pTk~)uHb@R_pIx{^64)nCAj~8hZF%7Vn9Ia?-)D?Y7{K`()>?M?{
z+ULu%(Hp+8^QljmdCSEF+q@{U`}80=rHg#1znA1-u8kwjb>KVV<N65c&RdqYtMjd~
zIt-a-#8Kxx3r*(liV`1PU&l`tb3c2?7VyoblQv}i8|hZ)EUbFV81sJj1QMIVehYyi
zj3A33xVc|~STuCFC5<9~-B}XNbf45JijiF)%t1PccNCBH#&XEk^sz()Iu1-@3&zoD
zK!aeAX|_Ud>_N!Hl`1q3K{z2u#)MS5+(cXwgOUQ83|+fWboU(JI56=RaEBQyMZ=av
zpN4UmSc`pR2*6zFVb1PZ&NFC!&`*R+idF^4=i34TWYg_nM%Yl;7Wsa*72ueeEb0sm
z3k~q=h=!VVOC%lJMAV=Lk!)v~RLSd6t3tbbPsdUo2f1ZhO#__<gF!si*aZfhwVKfK
zUN8p*xcQWg<oWnAhoPspQ*?c+fyT!NubhbQi5Cd>QMEOJDX}^`44N03D-#?!5SyPp
zLh1Hgd2bs`Q=hSqL(3fES7?rk80O_2@qFwaOYZg6KOm+G{8(`N&^mn3`deQ_cPLX_
zb0wHj`wJzTKq;pzHKfX&5a-r%Xk=h{I<|Nt?aV{>)7w%G3DQUHpC2VP8cWd;rMGg!
zxpa7>zzo-A?`QlMXTQj0ZwAS}WIp-m#l|KE<bw0Jb;U!RHRfIs!DUYDOgJWZU7!!_
zVKxtpjUX(O2Y|v4OKR<#F2qdTNDgADcm`ixZnq!U7|I`Ey!r3C?~z+(ZK{%hi8hrZ
z-&P{j(EHUFsj+sMTu{hq4^6YL%z0?L5>$2f>3fI^@hN&(hN~MAw|d|WFTjZSZFf<P
zU%a=X6d~3_y;SN4yjS;#AS^7DeG~Iy6kP6U-{WySG=d5=1m46QD~oe02Npl~5W5J*
zSYr7~R@WX(M48YbPK=8(O8J@~)fWqX8fqSK18#XVekysuS9%dpP#j-$LpEe03c<wH
zL5BFB6#tTtgo8yLRK0`^b%|r}KgX)!?@~h1&4JHrnZ8hBaK!&O1`O7!GCQ$Nq0k8g
zq&`%;GjX?TVCxe|3of3}T+W1pM~AwQCs;glQ}knco+BIpi%4?bO&z<*0@8I95YLL?
zC8uPE)~qXw7O@(n7&DDsFM{5XGm>;kV(_rvGQ4jdLU9_&ml?C={uM>bL}d`|NpedN
z%Lv`&p;L$xliT+6(}}0?+MRIOa-%FU4u?^u6-p<S7`$c2w3@pl6@gErlBSYMOdn<>
zd@4&>AAHYGtdTi?FO7eWpn^{#7gtw`Nj|;1RK>s%tVS`GNl1jpl`c60_<_fo=sm_&
zHmA&BaF@TG4Zj!9H!J3Tj2NPq;70>Za+|5kuVz$MwDSyGmF~nyX{2Eb&&6LQlt<7R
z+A$lomoxnEBulN25R&CBb8O^6yX)5okNvS%Q{zBH)utH;$4vXDvVbX>sE6kKiea7M
zN$$eTu~Nb$u>qgx;I^_ys~RH&qvver;J8OsTB;n4a^#nfhj|SNF-T=B5^kZUFQq~}
zLoqQkD(nzxFg^-xjUVpp^tgj6+4F)T;0|1kkB(#lvFZG%bheZaMOtE|qlWwET)Ge7
zyGf$D_Mo!J`$j4{$%9M$I30D<LGPutdLw-K@EgcN4=?77^jzHmj*4P)>h{ChW?SzY
zRh05lAj+#lZ|zc^;G%DAiRwSN*aZmLf{owMt*|q}ahzpFY{<nT`Rp!n@}G>@XQwQ7
z*_D+S?2YK>5*ZPLwpzVb9WJy!tca!#r8gsvNi482yp-ZPXJf+MzC>d$onAU5EhU0m
za$YG--pB2hEvHR#UV9J$@9q;xdg9x%a{n2;ul+%t9h#KsNtR^)`OYnuKiiJpIefd<
z&P6(K3}C)RK09D3;r3X3d*Lgj>e=<uougDBasMbyCKkMeyq!mW`K2#BQo;Hb&YAEk
z>k1D3731n$@{Z4j48DqtaejWf4fx<S`WDf`Aw{)S<8$4`<0U6;8n&ZWEzG#JIF@7g
zLnCZ6hXma1UV{9-ITw@Ccn?p*mvvK@UV3{>#+{EVN3_6T-;G{N4U0zKC>GE2g;d`x
zA8vYoM12zav=0G)uJh?Yem5X%i>x7UOvC20t`ANyiMwaSsWqCpP5b`WT@7GEazmke
zuk)p)N2)m4rhtRDST%BRjx#cR9w-v@IEiHcqou<8Tp2VnNu1kx<6W7cyw<(}egVQl
zc+L%CfJX8jqC6{+SP@XHFj<5SEsUzS)GYF4pF!8b#m>`FLMhdpCpws>`E^?qWE9oH
z%I@h5rV%lbpvb)v#*gVaTN46ec*q0%wbi<I7L7{yII0KGz12m8aVH5H`^r9u2uLIO
zEQR1ZpWX#r<OY5=!)D3)sNwy%8z=WOqu2hMPag_KaVvDYA7;Fuil~%)hrIzFTX=KA
zvOf)fkT8NbYvPVWH@8`8;Wtq@s>*LsfWwaene0A|#FMhp9C!G{ByDGM$fNB&0~WLw
z11}1QnVeZF#$|XPImIGbhn7@Pj7`=Ao}4mSFzu=^p@GNd@RYy-T*EF90Og7?wp6W%
zun&9X{~o>FSBlMEUW{hvS=;;JP&t<n0wtf6P{K*RcN#O_Q#D$As35Vj1Mc@%Iq}Ru
zi$v?v!l66K^K7H|q40Q&@mF+J*X5DHn155_tbTKxl<s5+{@*<p_?Bl<v2H;4!;8LK
z3&dXnMO^G+<KG2}e|~|z_W(NlGwJDH1PW8cZ_?BMp<d^OF3w%>TcGf8t@s=1>Cceb
z|KtU>)mK!t{hRdkp9P9dSyz-K5{36)^tx^4S)IWb<A9=DK6Wg}`Yn2ObcHyRsk5l5
zEFNpfH@^s$=b*>60)w{aIZE=}wpi4?byZwt^G`*!l`;qxDzDu4N5hE!2ox+<s3)2l
zcIGXSiC67)s8-lKmyYwYg07ME#%F(m?70n?uUE^Hj4RD)z!QA*tY#r~%N~9RzDPoM
z%kBgjx!Z>sMPAG)5ri~Lz05h)OdgNhQ^tVyBljY~(3gWYP8qMOxZ8bxf-hqiVfqth
zt@*h~g5E$%9K0(^*X`dyVl~m-Q>o5e<#+Nyy-z5Xnw<4h2hJ{q-aP*^q?UNlU&<=o
zB>kXtt$kO_((TzZ$j!{=%CLII^PdF2pd?$jA#^x7hRi2ZRa-&emlx4bm&jJ>FbLHg
zwrOC)uQek{^_ndoYTc`j1W{)lN=9uWqe|&HJQqr1*WJlz5(JJ<hU4`-40e;mFAsN<
zB_RGONm6hqPHMkKlr@XO8Bba2jX=+fbT$PxqD+KA4=78+bFf0@+A%jShbRqdm)*r?
zzmHJ<)oSN8*Y8+dz&{sj$M5r2M5ibKYnYWegyp;<Ioz(st{A|l<-imAbmdSY*>z!`
zI(4|YIzOh>LKAeR+e=t=>YsNv5Tl01?owgpUF%$vbbMSF)Q<I`zWvPe=uzwP-H_VS
z=5!ra`g&TO?{mE^XT%7+?qe$p)y6B|T4S&?b-R(mOg;OQ8D(M{qd}iJ-dm>`$?hF3
z8P}ErwH();j}Oya_&+>5b%kzrI^PkT_UoDiPnSi%INr)FazCd57f8j};oz7kt}i=B
z4+*5O@lwOANe8jL)l7f@KOGeeW2kV!i)eDce&8fF;)gUgzuZ4bBmX#y|B<PtXGG}p
zAC&PQZz}(;jOzzQ{u@}`f7LpE!|IaYkIh?tOMy1gz5gl&{u`}h>)$EkfVTdxznN<P
zoiZ*P1m|a|ulR>D{+HHKYqFML&5j*pvThygxGb2EWoOu|*jDxG_MY&a))64LPhE!N
z-`a!3ITEZW3L`9363o%I)gO`k+S%b$*=Pn0t03vDUu$#VU{i=!Jigy`umz%;(bH4v
zB|lv*Oz+6q9Eg1Oqi`{MMq4*h`V*LERckjl^8y4vzvH@0-Dw?{em$mE`kBSvX6OF=
zHsTc+kxw1hT|cY<wA+jlBQ7)No1OcH24p)GHhT5|_-YA4);ox3Z0)2MLT3kaWy<dg
zUw>oXU1(#pX&mUI|FZSQU0?8Ff7aRl?{QF?xF`0jJp=YcAw)Og=Nlh{(w-attepJX
z^^O>%rn`mw%<E~vaP_l=E=*N?bv)!y0keb<ZdOfCPmG6ls~ts&cWNm`okcGZgJ94s
z6)R~l(3a+^tj3F(m~tqiH6JyACkp*_(%9ao{5(;3pK36co|jZlwk8*@fcKtBOhb>i
zLPJ-}gPF`w&QK<shNPRB%bG!03TfsPTdAkiIb6<Ti|1F#>{0nmwa|wmhZXr|3yPP+
z2C8N8c-pFupa|=1w-1Y`y{Ke}W?0`ZRg*a;cO+GFWUF9z=}oH4wVFPvE~nUatf{VC
zS1H9QtUa!4&Kq&6*AdT4sOy~#C~2(OQu@#|Sagu-)#)SuxcTjM++)#xDb0@!j^cgw
zM6cDHwK@i^>PkA7eZI%G9=KCtc3a16ed;-^tdsiOiyr%(y=Q)?FRky`gyjpl=<DyM
zf-mq^zjU{ZvNh9PJ+mCaG^Y}ECjirFoiGMuo-~OtvYa-P5Nx2h%>}Ip{;s^=2}}Pl
zoWQrR|8m6z{D&*<Utxy-a>e}xGyKODcWd_ae`HDhzi9CP_2BU#-~FaU{?ip_yzO^>
z`Ztj==d1kfjVc!6w<Q&TsiYP2+mb?&N&T}WwaXbxbDJ89!%rwP<;N;rYckbZF_XQi
z#g`6E$9Rz^>~*Z;?Ny~t`sgnWzNAPl{kO<S^1AZ>Au=lMvFT%(ok#wp@cgLXb~)#&
zi=FJE*Cn!*m*$-LS+q~*H0@2Da+A*UAT(?m6=B5IaE#%#c){;0E`?FKC@73~Z^oMQ
z(d*4<{{7&hfk-aVn{%DEiVx-RUQy!@#Z66PZ$<iyJ{5Fv<U_IoyE@)J3kRt4i~F_j
zyu1tSJX{byw|zC^lkhn;V3c}!3i#6X2icX{Mt;<9ODgNj-N8GEdphv_>ZGGHIXUf4
zgXcOhUQ9MOyS=qL!PpYLBMmrgg(gCUQ^PRtA8v);4Pw)i;yl#Zj?gxVu?(O%zQlly
zJjofxuJO1mjL|^l#7MET!!e8q{`yK&{nar+?mDJ~f8Q}R4uSgrUB~phoNnOt|6pVO
z_vQ324yOrv;veX!hsM9xtp7kq{|_|l_~h)RJ2vK@vHpMe9lz78+g7jt-FJMu6?B6T
z_snr%XpRY^A!$}<DU;_RyM1(LaT00)S%oMv#78tWCo}IfYpPX3!xy<Rt~&`;URAG(
zCBiSQ=q~1FtmMm>bywOPiYqZnuriJ>-n_2$Z?t+N@%8OEJhffvP$~N3GQw&i=fQ8y
zI@0-_ks>xjqluu8_WV-D6_@gJBwE>8{t&tnMKHQLPmqC})mQ{cdMqb-7Lp)?<9uc_
zu5JGnN;>}jwckbN>q_mW^ZMQn=yIcVII<zO^CNNRoo4-_Pe^DHJrsNTQ(w2;_V{n~
z$`72={oRz`ie-<t4y;ap>fsj~YkI8q_~&Xa-2M^=H5H_fzKDFkLM)FIt3SUhr|a|I
zWBnn5-;TNu-qj(4F%d<f33P|WVc<XIWQT^*Ad+*~jwG|I-j3Si5iX3TiW1Jf8|yca
zjGRU~?8I?)9`3~Rj3ajcjP=v8zpdU)6597;j63;OU63LUcVyy_VFADQRHiwy@lp(!
zD;LlnH`q%Tw_F>_eCAQJmyPm|Rmrf(a@@~#sLTz`aq3hgl6?Gf+mz5FN`i&S_bjU_
zKj`Bc1Tgeu>p(g@O>znJ<f)|b-#>?FzrjF&JC!x<xBotfVRuJvjiy5WMQ*j<QV=98
zHP{cQ57T+R<t|9qXZPx`B1d?5nD1>zL7rdk!gW89-G>*qvaI)c)EPox0RhIQ$V5vU
z-`F%YI8{<MSs1>$RET0a3P6{b8plnfol`4M6j9>u<)Xn&S?86~)T09D>hz-YQH|>A
zZ6jcP_N-wnE_ez_o3C2vRXpohhOF>2nSAw(eP~6arGW44JInhUyAC`=q(@e)wkji@
zF`t5J&T_Ut89IFB5W-CnL~3$6rjI(K?qR}V_vx#dLD<n23JNM{WpFv3nT$>2^e=fx
zVp?9w%~ct|^9)_Cj8c{ZI%O8_Jq3nsjQxsRA{<vOonchAIy<?mod3zTLngRUE{@GG
zp=v=+B9kx1>#KsyJxHc#?3H{a4LNCFl&#1`q*RB@ajfYuaU%h#WW~eYsAX3{M?%Z~
zukn`D2I^k97P=8h%{iEl_a;FW^sJlMAVM@ho?%`BJQF<Lz`51)>?r^(*;nxrI;$4~
zd)>m$MoA_}u>ZwHL0I7^v?G-XW?Jv&&eJu48<GVlI)33yL`fSrZq<st+IBVhHb@s=
zznfY6t&35a!9XQOwfU=Ozdv@{##duf-+ex>4CQ~sI~<M$z}&ZnA(Z8Vz`J=M3HXzi
zSj%*+nV<AwH0*vDC@iQ9T^KI8H{w<b%=j2d=btU^tIC;a8TKaR>hy}pf)cv5qrTD7
zUC4gAcUPUqy46<rq;}nw(M&-($QZ1b*U_=P^?J)tE)}})r$#4qVOW^#jxwM|-7<1O
zR_qX3WD=l960BWGkHlrqfJ{Q4?VZKvGfAR`qr^{ALU9R#0KnKJo;5tBI*FRFC_YS7
zH4YJ7%^s<^9J^z(EyUd}&!K*8zs&LicEBVqOgM<SQ$8dO3W)-)S(>px!Wnr=x68?X
zx$s~jxKYzbr28GaDIv58Jvxx5pRwdLC~Y+kF>-C`M=C>9*c+1Ce4N;zI{QP&#_S6t
zmHS>702KsNx5NRAsMY8;-HwS<&aSZQco>O=O?cq^sEpwQ-oUTNGI>hnPGZA7Ix5a5
zfiy2hLNV9WUTY3Cz|W;Zj`pp9?Q)pP`rcN!EE5>90$(Q~QzZP&jOK}q$=ww@k|2FI
z*Tpqvl&U8o3Z1r|zk)Hleufvp&tFVMqTCPkx2x$J52uV=SI`Q;2_A*sD!j)L*nU8S
z?25(oQJmgY37Uemu$;A$iGAVhAkYzt*XT<`{`f@e*@ZR{Y~s`N*(8EXhLVI+`mk|&
zrDCp?i93Q#?#(Wf34FJt`>Vscs5&WTTi67rn;|a0^e|@B(ZGcXT$nGPsUjBpQkACZ
z^oVIik|qva*!SjEbcgvqo(Dk&t%}4kTm5IZ4_2E=kO1@c%L+o=s3C8s;9FqFnxd4*
zPZO(K`u>8>3zRtjWONBHKLeWQjqr)i{P!X8hMcfhoVJf9F6nPezGS}$KMfLdZb}u9
zrlTmftF5RFtSQAPp~RgX<xg4<rRM<j<Pj|U^3Z_Y{gvqG6!K(naHI|dIW_fA;s#Xb
z<R`2vyUL8080_-p?o{Le;yZqwG_|1`4&@wrx4XjdkKoWqLa!~f8M$FaOb;j4(P`|a
z7U^3-E?1%0ZLqV#7<+BB1#$r$-nA&51RQ0~Mi>!DYd$Q5HL94jQL@Qd*E9U!HhkYw
zO66!Ex8iY|97=X!NrJqN^ZGIBXDuF%`(r#o*@P|>bKaWdu!{&0H^wfVQ^pi1H2Dao
zi61gqf<fXBekjTr<g8##=VAYxKWi_LbDpj#hv32On=dR!BZEx#HT>k6XC(5RAk1FO
z;raJUBz;sBT!8IPD`6=gy^-~OmFnERxwG5_20Jb|W|YwIczo09Fs6?_{2Ho_A7@<7
zW{aj^>VC$>oWb%q0Qka3j=ew!hGH_RNm8}aCNzc(PU(fty0MhTS{hg(a6A=b-)m*F
zpn-Kw(1E_90`h<t3S3k|$ziSU3ot*eqn)vZ6SyPu6NQT(NlU877AXXpGrT3;8XaPO
za8Yr~<D#yp|1A!aprK%8@X+3DaG~htqAH%9Fh&cYm1pQ(?uc>#s*6VJ+o|Cdy=LIG
zR$9tte-hq=%)iL0(iU1isIx$KRswD5lrJZX`esNQ8fs06<fIepCOV6K=w8(D7UU8R
z{@{U{R%qK9s!S%YB3oV;kO~`ie4bKg<p^EvO=~BJ{%FE*b^IvwMi4)7%!%GDm&~|V
zkaRG0&PrZvVwOdn6a^l^z^uccemLBk{qsW_m=dzg5CM!T9M!$UFucCWimPlGt~CqY
zP?n%WOM6k{Y;D!Oy3f$9L)OSEB9^VMxe~K}-QdH9X{tv&B5%Db>G`#Hb7pU;NB!`&
zk)T{`_5=G~W3;kNNT;&-bWIoL$1z<^TmFi3&+`7>3zh(0G2_bGC;rFa$R~B0?;x}v
zpFM`<al^-vWjjQJxq~yvCO|kI|JDfY=Nfc5l^w!lzpmkmPc5*IW)CLaaM|6P-Gq)U
zVYiE;!g3zoBsmF0OoO0ZT^audQe%p90W_j(BsPvfX?W7ypmXy*sml+U`Wb5Nd`WD;
zggba0NA47~H&y&hOpJA96mmMiV_U<bZn>YXo^*_ri?P0wud#+XW`jw`mtq_3nhS&@
z`7vjIB#MMfg+2JylF{bAl5t&yXBRny9V4sSK}O;8#BQoEKE=Kb7={u2bU*8s)s%C>
zB!G}VT^_4>?;XDA_#?Wz>64xt5M{T;g1ksa5dQ#y34X~!fI}S>C+t{}YiD_AzJrNy
z%Q-TR?nS~Sb_(a$j|#?gK;ww`R?8vh@KOQd5*MeIJ<M=t`;FI_1i+Ga#6X~dfuja)
zUH`#A>8->dI<y&>^3%vww^eS;+`wBb5BD)>!);UNqpyG0J?NufafV-f1a)*JPUDP!
z>=3_7iBcFu^Tjs+Y?*S6EC4V=g-$k5C}%Pn<Ow+;;5`|QKZ8Td=Wa=3?DZFAy}Sv)
z+~Sh=GmO_9cTdQyrY}ITWPf6gpSY5%S$iTYv;BS#!NvB#Lvz9#>wAv3-qWgu$9i8V
zx~PUj!}#6$@<gCZb$BQ2IX@_jFe0DVoLq7e8-H@f7kkK<QX4uqBBXKK;Qg}jW9Pzy
zL&S<pSktz}oBF~}jmJ_i4hDJDP(M>&;H~I8kA8a@Pu|cp*lV}*5Sn@J!?;0WDSH3Q
zx8)F;<c~Lp5|dPZ@8b5*(;rC<pkDwJ-6kP}_|HzlUtJJO`!~lFo2!y0!`|%_JzUry
z_!6xiyhBPB{t8QCUs{Cd=B<n%JWdNDo^<>{y{l%5_LAc!nyMn<63C8A+A%?UdXYyP
zj<Xf`**dLYeWQrE24d(l?9>ae)IHFU*6<yZ2uMpYl1D03lj?(E$lISD_uBNRujHlH
zx`KH<9{rLxq6hPQ&4v(Hvtz~pv8u6g4jswKLUo=<chNad&xbt_0ER>Ggnj*EW&9qa
zkpL`_4}8Pea<DnBg`S@<8;ytWe+?H9mLs>|a=AdKI1erBAQ--j#AIo-&_x_|LG0|=
zue^zPo<v@!M53=ognIKTtt#3{M8<azoL)%_U72w0sX<pGtxh6yOGOl}H3;^^y}E-?
z2kLwhIyrQtZ+(q9yhBkMVRS>0hS`2jml!nfHMr#n6AYe)3u`HoYS~wX|5%_6u82$n
z#+I?hroke8V<bPnk699kv+s^&)P>p(TcU*Bktkn?ew<HC*sUKKBp?P7qM%L21S;)}
z3gZiJ71r8X!L;6q@?<8^_rY#}3qDy@tMiMS7V@6fNq8lYsG*zK*A3~N)b+R~&i9C4
z*+QCJ=)8A`i`9%+cHo||PG}!Zl1&j30!Hjj>W+2EACWy#iHXA;N<I-LJ<Gv}5yW7O
zdH4z(K?aB~S4g592lHG@0KbJ`mRKt=!6Dx?q+^u9Y&OMN^1O1&R8#l8hLTC9z#}=b
za|XKZtI7bs#LvWOB`GPJcd&68(42RY+?FB{xxu{}aBUS4uc9txNkrcJq~udAVJMbp
zECx4J7`Fzy1f;6cljh)Oh|PjQ$?P|<oVjw6nspt2TO}VInB~KYOteva=;o+byJ~4A
zV(390-|v@|+MTG^DTTA7=DU>K+L4f55#bFD`}I0eNYa}HGtJ=}`cMu;kTmx!4fNSt
z|0fuhP-7@t6G8qhD%B%GY1_~EFek9)X>W6`B?@G;4Z<H&5t7VnUP;q*fXCE0ULX=b
zz=0aya&{szC3m?gPqZRBH83T`dJHn0Bybdu?3GTFb=)%pQW$zx^Q(>`^JO(cJ<^`$
z7=Mx|^i_<BnJ@S>D&$;~A8J*&9+P)3vjA}Vgj-O1^!hGS>F>i_xak-1p3TXtB=1o~
z(UD``huA`04`@csz3@|wU(l3^+`v5rPAJmkc4_HxLrZa6Ir+zxr%vywj>(f5W7X3!
zfSNVvTZ&-3%n~g!Nh*ipfJ<^hEalfWC21GTMPErpB9o^UN-)2bq#;Xhh+;k?9r_p4
z1dWKUq3B;wac`M@<(q-uSrTh=@cG!~$#jat6p1VC(?1E6)=ZX}Y8Okx02rd!h7^jQ
zY$|pp!RA$1y)pcx672GE=&`#++DfuaI+gutmH2~by1CgxNBKHDl@sC6kZ5)HW{B4w
zCTvwOs20Z?PV@<0l>sP>zRKM*l)+}B&s`;KBtr#=p!{RvqskpN=U`p{)m$b2{MyRG
zb<BXP%#@pQA7)uBS<-BF6%H&M+$r?ijM|F1(TZ4}%*0Xk9bJtyJuW4u%JHng-ear#
zb9E8q=y!PsrV~(IudO(b@2EjldYIWmBh~U_NLmz@_41Q65MVe?^cm7k%L@2#3?XlA
zlBKBpu2;+5Nz)C|u)Rk3vjntsV_E##(wU(c59Ic;tiTmeDNFZs8LOFo90AVf-&c}8
zJg!KWs8h|Z*Dh0^=*Gg?Xuc0=sTEdUh$G2nK%-{0GV=*%*HZCi&LFALg%i?Ylr~Gd
z1BpI(9<7&Ad?&EN0x$wp`2r;X!$84}HZo+J7q~9)D;0Nqvmqcup8!Cc(nhS)610Yg
zT??n1<COfKKEcb*Z)668aonn7cW5FDD(5?b>^cU*J3c~T1Rsb6%fRN}6Th?KKNeH;
zk0)TI6St4=)SxSOPX$HHb-L!?cUMM<T|3!~fPKHKMAX5fumLd~^6RzmkQt~YqMM<m
zG?EcFJHPu`TU)nP+p{^en{IIGca;`zaxS{wbnlGH)3yTT^r8)L!wmuHV4gBhZ@Dv%
zQecVwTy-9YQp5KYg%8xvoHNE*I^-?;x+r;j^38%d*sZ|*Lmc-io%K(TiC<)zagRMV
z1p?QUTjyr_Y!4uX#sgV(O>f$a)KCK(f%y~Ry&>+P?5ut%?B}!j_b&3?SNBP8zKe!_
zcvdjTP38flN{Iw=>fiD-n@UXM_+4>up`!b~lW#zKHI@c7P6l-{8m^65cEcdGtNobb
z-JEq@)iO{abl<FY@e^<Gijg)Wjxb$wwHh*cz%r7f01r4f{G%6QwJ0y&*5B34<Bu9_
zXRu)7BxG|R5yA!n)6w}0+KI$-c%mdX+Jyv+oNDSuojf&UsU$TMMr8m@x(Vp|n`nl!
zxIx)W9M-IaJtI^ox_ef%D`%rlJFK3Z$U3-3WX!}RuS@BLiK-nfhZSoYmTRoZ<gKRQ
z^?_!HNhnjget5yeSGlpmy$KF1rqIXizV%b_L6c(yK+PWknS_86DiJ<F5D|cZ2+8W0
z*B7{sNS>v=&G)50-KlS`r}x|84!xWiob~8P$W*vL)7noTM)8O!1r%F9(}x54MNyT0
zN#F7#u=SW-FO12*J}~}c6WgloVAt%fz9~73q34ILSx2BRgISP?jj0`zxm`Q>45$UF
zKka|zID>$m*h2W|23SEk!>=;vbr>~Xu}RR8ry(XdRgjge7yUNaZvrXx=OBgi6a({A
zZ{}%!&eKu9W_a+L$@Dc#@M}cjYxaTHoNr!p{d~<sy}<WiLBMq3e(-{D;ezPEg7}+-
zhd&o2s28OkEXtTJ$^|bf6fP<aEULU&RQtK8LA|8)U`fYxNiTTGpm51(V9DgolG)EC
z3+iR72g~U;rptE0%MOLhP6Nx2-z>ZSTz02k@qDo2ZMxzUyy9255-_k5^k(Jh&lM!~
zYS@F-2-DT5;MJJI)wqGxgg2{6KUY(z*U}!WWtgsI1+V24uH_A^6}(w1`niUpUN3#H
zUT(Tx8N6OyxL!N3UjJsj@#lIo^+xN1jds(G&ftyz8ag>7`Aer_|E;tBrBj*z-|bw9
zqW>SabG;(|Cv&mpZll$sKO3zU|KmohFdhaLj|ZG&C8Q64EDY|s|JZ01<AN&b?CRoe
z{mqPdKG^5cJ=#S&^d~RSIx;rL^Wt}WW@&D%dgZscoVzx^_1mie?2K(3-o<AIk4HbA
z+=<IMXWbWhVt>VFuHDd|g=1zP^^I{sVvMjEcY0wGNwHW0GX2}x&1LdRguJM*bIx)_
z{|blhwbPagWm)>|kC^VQm7@TX!{(r=HrrX~{qU#^uiC2laNfJUZojv>VF2#(Mb!WX
zfIl$nzg^uG&Vx-!$BIi`QVe6q=E?ova|aFNxMX*3XcsPd>)+i_x}J${+|j>sLJhFV
zMY5{--y5bj2bLD^z4>FxguR>GKKPvzYC4+u@cSRVjy~(T_;&Y?j(r+gO5P0rD<{N5
zABu!A)>8P@(FxH}Nwlo~l@og8BMg+9jKU{?pLDadRLn>byBN+wMhs^2zu!-bYd))Z
zg%q;4%8zPuP=S{t#jmH@%``j&6O_i*Bx7nS4PHF>G;Ud|UqFSlp`LMZUTbo&E{YjU
zt2ef@yX~qdRBj2!LU%jIi&su>d{;o5bxh3}&)ta;LR96vwM)M}QI8`pUEj^u0id9B
zmSZNTu$@79WxDs@ZJ2ub>S455A`oo0&`e$8Q<?YV5D(kxgPuU2q02^z{1+OvYN57w
zXCTDg<o7pEjX}2>I<+^~eDB{$h;QD(aeP4-Bqs(i8Ckg*u4?=)HJm^}yxKtygOku|
z^Xp^lHro9nieGx*c35bzBQ%xv@ptF~E#K`Bp%j#|;_Fao1vA-f*n|LCJcx33i7Yb3
z5ECb=#{q$je?NE(J0>Fb8auW-XLSbD5%iTJ-oNJ%JE3cGbp}mR29fC_yib;{QS;_~
z*)2ERduu6LHmzbeS?PY+Ak-`pR*@m^Gg5X>`PXYumb9zLaz<;=nvoNDCnG;swS+uA
z&oU{8LAQM9TUtT$oJcNAOR}a)Iq2EWfsNpf$YGJGr<a2Og#yWFX~g~B7iII+bh<?u
zAf0NCoPexDRY58iGu($@&0!4ob|Wbmn<ENo@oNwU!YAiUsjYihZ39e;G^|yvo|7>m
z2J3+|rR1chM>MsBT8X4^xf~Wh^1jL<bZI6A_F>`NL%7$W(<A0U4UsVH#7bF1Iu-22
zq?;uuWk1_Xv{N(XOl-mSz3Hl0z?!atXisw~i>?{_7l{R4L#g}_L0H7|BJ>uXTO%nO
zcye>SjJt<mIs=t<;Vh>GaaBDg8S+_{%NCaaeX}z;__7hyOwYF>8`E0~f5O8d4xlhi
zAU4nOa%hwt_h6UDUmSV~^;)=ih}%>;R4DzS^ppo)FYaAKbgvK^AzQ)9C(Fc7B&Dfd
zM>sras7*A)L(n`+v04xt9E-2DH0vb*`*QBdqCH{C(Cal!-Nje4iG!SyLr*z)HzyOR
zJ((S`)v<j9%dMO%utwRweN$`2xlva9Kx2Jkt&p0<I!f&cH}!N<s6jdY`+H2PN@L;l
z8BNB-)2S9NVuIbz&xTIPFaxHlu!J2Kmo<`AlF&aHg*`Zrcd3ipo3Kt&ye(-_PgXcl
z>~(~`+w@fvXTewavZU}zalQL(ig>e#+F})Dhj6H}{1QuxctVc^degBkSZ^;30I#sC
zp)=N0I|)UP*rI!z`)b6B;SNPQ<wtx}d|NM{G(6Bq*ddnH$umi<iaY>PV1h80()d<_
zM{K{Ky=9TO!aaR}ACk1Sttuld)t-swDKtgTXo5@!$XMtpi5H{i9QNsI@Up-Z3Yjdn
z(D<f4J*|+oBq0rbW{*H2-Ug166zYZvsO`AO@lvu|xc4AL8PNEDtl^I+4DzO(hJdz<
z$<n<tughT;Th=+$^d24lNKM}ii{e*Qn&bAfCzP;=2=LEyF^#2$+oWoZ0&$#0EZRx+
zBpR?4LkdDc3DioNPc^xTNDaO6=7UF@yrH7*;-`IVVP(0y%c!=Zq@R{TB{4V!Q1?n8
zI&4v={SIMIQ%uEc9g!NyxA|o@mH3I;i?FyI-5TyFTHw$^C|Now(os4sCG#pMwYr?&
zXl_&)P@;Rs0cK8>7mh0c(0pez=k5CTB2W|k>3eT<4*O`R=35x*6LG|^tsYs|qCLd7
z=55}T$k?A1BY7(c2;k*6Tn37Tn2)1~hn{T7I@5%u!{Ws-X$PpkC}ZBzq&&k_Xt(01
zP3{2?o-&5jYx&i7a+*E1hyBng<w>^;9v3GDE5!w6s!VdGTUj~vcOL0alo)E3EDFTz
z7^mp%c4}vGYQ#H_@wl-XOL*Cw=&Y4uBK1g~!rw$mujD1y??^RDaylqg7-3qC3z9f6
zk83OpE&Eh=P~>LF0KZV^wAe1x$GoV!zbu>*5og`9IB3l5bIjTFGP60%??B>J?b>5;
zy}WNc^n7-X(15q)z`hZPIXGa|tpiTk^uqCB_4<g4Fi(9rqr3@A@46{g7KiXDhKJ<+
z`<)_9lpd!acmc+-qj=JNy(z9L4s{P|FzLHq@F=_24ZZpN3+~=U!Yw=L96O-b*79l<
z%Rza)>Pl+2=KJ-5`$T+PhpMcV?2KD>Wq#7-^5S!>r=M@d$i$5+OZK?dF_nY^H_V~<
z%DD&Ec)o}roSS96yV>%Oe6DF~voE2;dLY|YpAI0s`yf#<U5-3v0hUwc7}u03uLD(r
zKEC}(^LN-MZcd3JNa-~<%QKny5EcF(o^^a(K`p5*l1BdG=OkDsp)je__tP@p2)}2>
znQr>oj%{Tr8NbXBQNI9oO@E#hG;PY`XGvIUep$;i&aOrnv`m2{74~aniye^Sx7b`p
z(4lLfvVmK{$Xc*4u4(BNB(K9j#P|E0L`7_^ZAOx`s`Ify<rf@m8e}F{f@7Pw5z?lr
zB%AOpIs{+hv8Y(r7kGZuyC@R0P)?2pZ|(6?``ud+$KD!l65F3oxWaHB;i22FC9lR6
z)wBSm1&xcn9@ae$QT+s}`o;n47G&xKh3iJcb>7iv=6ZyFl3tWq9}CvRh6h_%_vzHC
z>@fp8Uz7(7zg)Q<m+g7J$IH2)VlaPsP{l!EZ_kupqV^LTENnpteukw-hc7Zop!VjH
z%!pU=Eu)i&^YN@6Rn3b`P9qSK&@i@};0L7Bjg!Z<vnG%r$nx`E(DyT2GU3=un+u{3
zE-?igR@+`igC*%B-qK|IhrGUS^Re3(G`6mbIM)2ky?9>*#vZ?=MgLllZ>ewG*T1*n
ze$~$Hu}PVyH!WVNNIHM!CF5Or@XNoCt55U8ZHIp8iCN<f!z5m&zBV{B^Dtq~jgNlW
zm3s5E13aUQjXnM@UQSz4g#SnsbLk=FT=vQn&7jGT8*u}@=l3SiSU7ek(dH)_x%oCj
z<Hx_+nvxVfVpt{Rf2jM~Y_0m;gV|}ht9)-`_z?F*W`G-XcX5E?)k^Q#y&6>|i-ER*
zm}eJ?MQ$7EZwp7%qtlF^|FrWqq_L`y*`THP)n7bv5iaz|i6GR^Kjv5Yw`fG&gd-Ik
zd&eH{i#{$@MMy!kS1P~9CETs4*~KW*j$JpT<qGe8G|uUPHiMv+M}#xsDi-OLR<=Z_
z#Thn643bm<3S{<Wz7GZ43(Cy{Vbz#P(YH8j7{Qklc%8BYLe=;T%$R+0nsS0+uIW$T
zxtr1$sIsqy)1yZ$2}Oj#JY3~9K9S<k1HyaeLU9oIw)RjC2RzC{1@j!d;OMaE@JOJ8
zw@D86)VT%KMFe?uC~t`;Zq6fH1Kdmu<o6T%ra?5f7;Lea=re#$<DjvH0lrcWPE<^k
z+oF(sPCy;c<1Sf;w7D4GGe!{uOHJ7)+I~+HQjk#-nEb1zPBAz#%b10JIF6pdyw`Z|
zRz#Aoaf4Yk4}8euz2njW0owD?CGV{Od{5Ld@J;n&%DO`2mf|*-G5aUQM!Pj7S224O
zVxoo<iVUD9T4+rZSb^2<9R|2v2DbqY7)c>AvC&=rsu8i)LJke67!6G5J-SDfJV|ND
zKsS=OX-w#OcJx7b#7o4JJq29qxx{phh)3uG;SNcka&YP=uui3=w=wZ@0De?4v9BE5
z3Q(~bU)_ZWqH`=FIqjepPeANZSjPsQH;2jHka(O@OmfAD3xdR0q0mKpT{iOMwMwKp
zMBh|5s1%V*<&TqEDH?(Z-(sMVNMXkn$XG+ezCIMFoAklXO(ed;1-hph%OsesMtt{6
zeySrQUt(<|k|OBm8zz+ImJxRZi;^SPb18SQJId0NkBrw3=MQy)Mq>jll2bJjCpBzG
zMzi7%gOysn6UsrlY!(vVZZp#*(y<L51VZ5-tFgSjEtpe)PzV~ihP|C(PO7k^6b#(z
z$t5Q3{Ols}$5%H_f9OfIf|W?FOoiW81e{ZXka|VJ;4GH~5q`c)U^AZIgG{h@h!=1m
zhLvYuX9-}H<_)H%<M?O3whK>Q%%k_uN@L4+QOwWMP@Y`?cE8R~-^!SuPv>&T4i%Ja
zFD=*%w|t=yX6OYn+9^bR%ejW6B{~*jkcJUf6s|^RF?t4__TXLg6qYf&T;~>7bYlTY
ziTrkp$<IPofH|>15T_<;k2PG^kbJ)<4cjPo6$*IiC`M?VG6oZ(i!5Px%$aDzz6~o%
z0Th0r$Bf7oBp<mg)MPENXi;Ook!>_A^ClppB+5A9FYQJ#mm|b*HMlclar4?Ja8Xtd
zoH9RHmwSbh3+G{i<T2YE!Y*xvb%%%yYw1ozNTsGjb{uuFk%^DS;jNI^mbqkQgr@m4
z#f4N}WiGynO+^_~$<N&6O6yc@OOgcx=#xC`wD3^$9H7)-)yWEg6$W5FRUQ~d(-5d!
zN6I^dTHGx!QBueT*5o{Gfj?yn=Ub<!m{wRPaTfLVYCNvxd{1o%<o*hTOKw#iqyuY)
zC1^E34^g=}?6Nf?Oe8j?vDI~Z^X&Z~aLtX}WH0;ldL0`ORoKeU(=Nfj1roZ1rWg^D
zED{N?OG#l_aZsQ*aKOOLUJq(gu%HDnGLNM-kK)v*f$zGO+p_5*uj!_@>BoB0ubU<S
zWiv>u8Eo7P32es9Z^m+N4*mQ4`OmWweD|zu_|L4?k}^9i0fQW#I)c?jqqV;;Jl<3V
z#ecaw+Ase$oQv>}vI_releBAObd*E#pH0$1Y0(*Ze{%W->1Dt7X+5p*FRJ?;L{@I_
zYihq+cwE})+l|8iE2lr&KRx62%xW+Po6hIul9de=3yFXr#@y`Iw)FD5<a@y7qi41P
z82CFUv+q%d$Coc{vA>-DXg$v(`V4I!-&T1ZUj559?|yR$KP(WYv{(*HABle{I_J*Q
zvRf9H%@cRgAsIT69xI_2z|(45hef41{juzfKsj5OS(c8cjkVx5FUfVED()ZxQmn87
zaAC@*Uf?0|V<|MUWh<*xFNE+Yc5o2a#W&kMF&e2eWU(NLrB=QeS?iL2&0=KCj(pSS
zcmDS0u-+`B8yPuCEu&8u&4GuNl5;{Y8(k8O_MDot`lMvinJVQP=ExKioYtp>XR`*g
z6EYSx7pE3Ia*(JvZ+^NE2I+_jF;)-$$$GzN&7DeTuv=S5>+RE^cR(6e@JJLv;wzcA
z@;zkxo_q!Fle(fx$3gYcLl0SpU7jHNXTXo-#UW>2#3uv#Cc*NTo|_}d&rK~bfdB|%
z>#q?(OqS}cFr2@Q2>xcZ`k|icFIlSt;68`9+tGAUh@HEkt{BTG(2~aAhq}`Ic66yW
z7l1(C{kyRl@k`7*bnEMb-IU*~)+C8ihgWFw_mAGEYdp+hV#L@?m&h=%tFcYj<~tjD
zpyGPRYPD%xwKe!zp`E2lZ^I)A76{T9f_Oho0SHk<0F1cqMYs=I5lr?BVGwYpNCNLg
z7*?j+b7?UL#J4vC?2{|J!k~~E!eMZduGbL=i<8~D_$l0?78FQ0f5>27t1Ury&pm*~
z)%ocevL3I3Clswz?;3#niu$z#7CCWCt&yW%IwdVePzt9SZAO`1-93*K$tHqzJylRG
zVfhqDd0KO$O)dANmXZE3>UIgVdfy?eg7~x0N`0ry$~aK)vZJ7VyG9I-b=wiY)pz6#
z`@*`&t{m-j^VVaL4t;iF84RM#X>P@EE=7t8HEIGzaCarc>DHs_t;RrE^>*WV$j381
zhS!vQtW@Rf^3AxE34BPw&2Xv6Gj@=x=%y6`sE41D5UJy}Mddk2VsBxMErB8JW@^yx
z{^Yg4j3CC4$%oLhGAdFF%egq5Y`g`XZmLdt?8%bL4PtDn;pGOZIr{Zj;;mYer_Vnr
zW4d2(3PS`i>%Tq-`0^$`PY>+v$HCg%5EYo_?GD01(0!WCTz$CpZAN2!`#!6gHt&@L
zorBi_2)m!HYT;_J_jY`&h(%&pC=VFlHCa+z)RpsiORa~5&-iBOvl=lB_^GI~rA3rv
z@FN&%;g#ms^sSfO2`+7HEkeB3)aFcbgyjvOWGhDlJy+Tk6@@(EHhL<Ucoi^qvGu0-
zo1CKq@WLoHY!-G8_gZwc18ysB{=Ugn@4Aql=6)pP*SMLJfvMou6?h~#2^Ry9TRLt-
z6DZzn<q}RsqGLz#p+nMh8DRwPwZ|svw*;QA4VH@MBoTd9!Ga3Yk(B$8lRlFS?*vFv
zY!amlxm&W@GL&BV=+Pk-hbU_D!(Jm+i@s4a;ObwDT~;5`w|-4YfCLP`>DNUkvqAwq
z&}6o1C51V`xAWvBQe~0L!m<wtC!z82MI?M0p?l0$$mp0|k~DqNM|y}9dv6<(Tx1Vq
zjv;|5w}jstF@-5I7@u}x$qHPI2-}ki^EIG=ORz!a5?dv~FtdG`Z%ROvtxLOv6<aHE
znkS(p3(5e%J;j(6V3)LdHi?e!V#&{DQJ(`nqdh{2C^9)rlJ71MKLu#iFln7jz&X+H
zJ<kQp_%M(zSC^4A8pc6_+9a40-izJFL|n#llhzZD+%)p2c$k$~&3KOs9~i2eydEy_
z+bTV-O)V0LQHnb%80JVGRIuA0E_$Y6LozHfbU$V);re?OBb(Elp-u)-XPK0Qamh<T
zo7m)Ag0V2BM5N~9eW`5GDWjp@5eT9Kkc;Pis1UEQV6(rIWHlSci8~KqtPNHErgErl
zuLO?Rmn7xnlnrLEPj0wuS7`aMp%X0%uG<0DEuFBFTpv6v>h)F_CjMYBg$3}T`BLqu
zD*Y&PX|(4|A@A1@cHPLi7f(=2<W8o}(u8v>oF_4iR1ZcUzFSvh=>F2IsEVf6V9E7-
z98t%8?r<-13+c_tK_;%);N%~sW6YF=m6Hy}a+;e(oM5*56Mb?30v2X#Wr41F)EE*L
z*~5hPxUeUakb)a9&D2s`COQ(LgP2gPpsQu@ccC;UM4l@S^*kVc%nNLOJ$NPwEGWG-
zro1nflD6t2Pvu-s@)nAm+%KtcLr9<_^8`LIaI-EuaRt%u8QkQ3B^{~>HC_4;wd|>1
zrnp7m^JNR3`g*0i6NMW%vj2|5;x#kwAx|=c9X`%8-=ZAtoq#}*HoPxxLyWl+5%M@J
z?6dq5bRDvhODG_YdSm9E<!Ka)SOk5KW(w;wURTZDD8FB;Fs_$jXn=SEO2SYD**7+6
zZb25oT&dIQNuB_q%@iWkkV0vjyi%sSHIP7pTG`|{c`Qf-qe})&{@6t!cg_y@f`Ha=
z?mWH3Bo}&e#lR%2<<F+S!Ehxa;qz1x&QdV?80T2ceY(9;Fws<$8;2F`#k}He`sBVm
zM$Buh!n@!y0TSQ4Y+l8HuY{BU^u3ZXSq7_4RL%#ijiE5tFj+}rcwj2FpUK8_$XAv)
zs^?t3zLN5+o+K|(_L~{~YmtTs5aHIYDech+Wj|j#(A$BfX@Q1iiw>3?3`O@kP_TI@
zBMszn1u*-%hja2$H3ws=V@RQSRvM;*-U<e+7z4o1A&-11FrL1;A!0&Y3B-dHotx|4
zhWxT1VXyg|*t(&I$32FTz!Y(`j<)jbWvgu0hmRr=CN@=vyc2_>5!u+-^3Ps&b7T3r
zM)v&JExER#^|t}rnq#a(Nu_H`03T<eeSRWgxD}>7WsJh8jfQIT{N#_f*vdxqLAmeI
zmdwF1ae?WF3X?4o--EuIn)mHlt!UB>x?<z$nnKkY#}n84S26>|8K08%#e+jleWwed
z?2o>Sx%@g|XEJ*m`uscX;ajY!3H6=zz=MIlUl*){*RZP0@GT5;pHtZZ|0@Fv-u$8`
zX09A}Q_YHka;v2XPSMpmQcv~;3)~Rn?QC8wu#f-O(j<J~Z0p!JgyFk5E6bq=eBS=a
zfKz|z(aCFRlz@&|jnBRFw+BB?=V_aZFbYXRuoivB$Eewy<?2Fzv_fA&J@0*gVq#u#
zg`^;-o%0QCq(3TTwe`W!KhVXcau30-z{?Dm69j~$bwYktNqEqS-pVuhyz+k9tQ!ov
zQ_dD(?46K0NWc(ph*+3e?hZx{hB!}Hu&jko42d8?41RN`RM$S_Y>4r3rfaZ-e+4R}
zTpvCEK;mZC6>lEMxe9(W0o98#;hbYsAP#P)w_)-N2+`*mWo1bt3>UnH;N@Vze9#Ga
zm=qR(&X7=E;y`T+@7+{pFbtGl8p=Y9K~JWnl?9R+hO$~%<z=Wjba|LMV3uJpj-UWf
z3B^d<O{M37vt!mCIc`02BDURnidS+w*>24H^x-U=@`oyyfJi4WX!cU%ngku+!r31d
zm1%(fDO*Ixnm#uN17YFf3UeDKjCHJvv^-&$)qg6$6L+hO0(!+n3mo`SmIe`>#mx{P
zb4vpK=72Md@p&!gOQ`sVWn%Oxh}zd63K)>(B)UW(p*b@Qbr3f>2?{`9nAqd5THFB)
zP2R>}jOizZNO~f*#Yn;u1o<)7SK#*ujjiW-NhWn!<>{Lc*0C0zVP!G3T?}7VNr{P5
zM#;=4u5IRrG5v-3?O05?!s2m9WMSk<hxb#Xcg>Op{iF%vnGYDcg!o^{B_B%D?rJ2V
z4&vis2`NAdY)6KjNx1R~lYVnr!63<ZGCq2i_(Wuo@Q|}~N;-3E{H=n`&Sh$CC%x2(
z-y=EBQb0x#5J$z4L17JEc#y6Sh)$C=n_LCll57Q4(MhP!1Dp)OracVn1boIr_ExbE
zXB8glezT_5fVpO3k%|x&DS-Vd8K=hKHr>!RAq>fC-SV+i5f3&36i}`P>uiCLsRmr#
z9&;!i4+_l;w#by7$2f8@d%c8C=L5<|1Fa!h0|@ac0J(l-z)VH3unrdF8ziDV{aPZw
z*)p9?BcH}v&)tSrYfda36GR}9{@eh~oq@FpE%SvY8i_>KS*2Khw+zNs0TfV}BbS@m
zQuqp5=)(t`wJy-t0K60tE0l&H=JK!ybF*pyA+1H94$<q5L?h3#57&x+eJch~pg^Li
zyY<G902F2(3ab}|vyQ^MLBS|WGzmpZh>c3%0VQO4B^13SRCjxeZ%XJWN*P2;nT$$V
z0!k5irR=?>oa?1``?Po{%J@Xf1dPh=2b2ltm5KJ2iLaMEyeX5QD3=l~moX|Qr}%p~
z;V!Gycef7p4;=~(qyYWn=^6iK1Dyk0|N0pOQu({p_vdFjz!U&__a+mS_*Y;|ZIDLO
zYW;u5PNPAtf4?=6{ND_!|G^*s^B@G=JqZ6fM<M#R97T0TjfhclW{qBtgUKDZ?K&X9
z<<)Bqi&<CWdkzhh3vtej=M0$3#J%Zv%R5wA{aM3xIQ`=jWY~gYjJfF&Gxe}jRlT0%
zDl;U~*adqb3oA7R;_*}QBeR+w3xKQCdDxn}iQ4n4u;b!OI?CHeRk`CaQgyp$Ettks
z2xsG-C$v`e7YdUm3=N0OZEt!Jr22LLFZSO1tLbQ8*9|=(^csp7dPhWB0F@?Pq<4`f
z9Yi`v2|c0r&<(x!7OM1K1?f_iCL$n6QQ@L{t$o%yci(;QxWAk`?l}KJM#lV(Ip;gy
z&-2g{?{gmPZ`BZI^)r76$AU@-Fi`*EmVjclW0Y$~W2EE>aJP?tR6Z?rX>kAan!HrD
z5dU0D2_a~X1tNyhA`sAxx8*AHku3)9-Ew&31W=fdnYj%19jrmJK5N0Gu$v?|h^W<f
zvb<8<a2{-&W1;PIS~d!AZyQ_c+Lr|!2w68c{)FIX?<N>T>1i{W_AhZ^UtQ|F6emGF
zDDwl2C}1+goF!GPDzr7o#nHg+NuL1LEx65e3{z{_$A5+YB-0bJtj$lONz)Ki5`_mR
z?~X?wO;%{1t_UwIbBE&gD3D0~<rpsVuM4d3J>j1oZBVJ7hASCCP{Zh_fF=BiQk~bt
zly1bQJt51t@{R~ca>%#U)F7``5ye)to4yp=0(~s5uBf594+N+w7wIY7^kr@B0!!<g
z?S-g<<|c8lDT5@)RoeFp(hJIfWmaTltN-MPC=haZ-WB2mEW8PWTaX!;nNdE$UMAyo
zTsH~&)MBp7@wVZ<O!%$5!_oq`50iNZ8qU0lcwK-`!Xl0vngH&@0(ISYtAGp#IySg$
zCF@u#!ruT+AUTPi?9@oSJM4q(fY#dFQSUo?rP~>?PDzESa<QOdd)KDV_)oHxXcX`q
ze+*m8zM8l+&i3S!wRLg#>|um}F7|elALH@t!XpMWNf}a@L<a2=Oh$I|(bl$ev3XAE
zrBppJukAV59G8&AFC5ACE0&+K*g+o#A8(bZWg)n$Lj+-|d3NvZ9i3V}MwXX$i83dY
zkDma)(5``m?lR2XDR&C|_|)^DYP@M-AZj{q!vSK^`S~UsxZD(#7Px8$7O2^*lW}e_
zmXb8#%<lKdZX0xlRJUJ9Ojk$Y<!iozR8TA4GQVarwz_aR+vU^W8CCRmTV|E2F{Q~9
z?WfG_(+9VGKWVLj(7!UzO3(g8KM=<9bFZkGtC<Mi>9i|_mwYF)&J{w70LYC87SV4G
z1B%;uCh30u!kw}R#bafqMu!QfBy6rUOw3>Licsl<yi@^y^T2e0jhDsC7;<M1PD`W0
zUk@#4x0!ozd=yB;Cedmde_Ls)DCJeeUL4`IDr8Y~nhlrZ^Y$F3amGxr3#`g7njK_=
zA_AhwdZv@+t#8-7P|WE@gte%mU&<qZ9QfWW(@oD;noj{;hwbN`k^|OnPox)8v!Frv
z9?92`Ba6O|qF+Ld;v;rgCrp20f#qw09s}soy;)}i4ZT<;5bCWbk<1TZryiRCp?JYi
zxIZ=n{K)%(Ug%v=>bS5=JKe6_7>hNV_>W<b`!2;Zu)P-6=Ek#EBgzbXBj>?^DY5MI
zTxO#hV)#F#Sp!&<f^hFHh}%xB2c#as^(N+<>ZPh*k}&pm*iK^;$A^bjPrcxzaS^b-
zn8fBwW?(fjlS!a+QCpMj!RyiN&E0VERe-^Bj=X{hp|2d6;q<|5Hu5no0_r`I0D`x`
zM@<cA>@7LPxkz9QZNY2n@|m=s+wti7CpTuHR*X;=7c`Dkj~uVk)*2%{y0zNy;H8r{
zzWr6|AR`aiJubg6l0?l16U1DIWr@5*UkH93R6Z(3Uipl}>>X!Sc+4^jobo($<dvbC
zwb^bzgB<9|1^@b^XIav`aUX&W1I)2dstb(WN^Fno*zO$KMhKyXV<TdaxB^FoBA#}9
z#E|cVv^8*M@PJZw14km6L=eFda}e$noRx_=NMe3?!b82*EwpY!hshR_z+B@KG+NN#
z<%7!!>Y?ekBvez_siC0Q7dThWV^D$$>5?R5#J#r)s$mf=6wJd?!&-5JdY9p}hrhLi
z77Uq@$)$mM6ey@CA-!-;mghQQHxI@_*{jiVux@DRdnz3AC-_`e@+@-P9b-6EKB3_o
zJjDt?05R7rGJU(+gdP$t+Z`|SMqQ+osR1WEc!cK887_GzR98I9H#9>pQX=IDK#SF+
zl`Z4}HtyHwrAb73)d`pPLCeX<GPv&t&k~B4&?y(g5SY|*-EVTCHH;^7G4#UbEb9g8
z33H8o_&qh_^rlP|-wR}}+$tD9q~YmZhB<y1D=#ahF}dvh@PiNAGemly?4qo6u(PgG
z=cADr^8ErQK*Xrylv@^mn7e7W5!mqg1CEjd9?0=&eRYf-RlqWzyyvccZpYYbWW34e
zr86+pc6oUu1fRa~2ai7gO|T{oR`xcPZCiam!;?WWKsQKBWG|!2Cy1KPj0*JtNkQs&
zf9kn!skJMPfGj|25jUBKws}H&#%MM3`CH;7;w0lkxijPZ?{leDefBtxjmGBL-DcWJ
zZuuhD<)Pd@x3`C`Anx~>6zfEot}c~(91foKQfx?&j_-YgnR0^KJ_~uVxhzL76J?fs
z#6w*Qp{kyd#7UA(57woxv@T=3i+Pi|0U@Co1&k4y66tMtc5<rsX137$hh@Y-GZ$K!
zc#(ulZn7WbQRK(^L?s?^{v1b}W<I#2xMYC2*{E!%vY^C)CyfY~Q(E6;WKJsP<@c9+
zs1%oHd3Fy*O!Ab2Z|>zL!no=lU6Bj(S~uG?eQE*v@jRzAbqae3Z}q*0IN()qB;*fd
z#;crDKu@>7bFJcE=!auzBD<=F$K~Hw5V;0P1D!-zm!%(Fulr}i5P0NRxbEaf99h3{
zRg>oXQOLK%5&n30G>ph(E%@$_@u_&wVJUxO5?C1`#+z-G5fw|UJImAhIt+QzRG;E(
z=;vfCDJ6g<O*H5&$$^P!nd;6<$UghT8Jr3Alh!K=^B6BUdLV_Ku2~nN?3x15%S%P$
zJ;q*cYQo!9$IV+jhJW*%_#R*4hJE^daPS7MFZndCTZB~R%^etmlJcv!(!B?uM@*|t
z4`1#ESCR9Z%iPEx*D&A+c()9@@f$uAeLlY3_Cw8-OgB|9dD|9U7uVQ%rl3>%sc%<!
z8oC;sI7*^+f5#K0Qy+xKXy#tNP=8<w;LxDx-}i+0?Az*`N6kURMeni@yTnT_KPM$1
zH*=<&T#X?{Q?j+r06<D7&mG6xt#91@5NXlbBhT30ZOR<*zQ3=YltuT1<9G4bVJt6i
z%Z`a(bdN$Q;$PV!IuD@>RU;_0-zrOt?x+Ayc-f@uogs{R%I8NE3rv18W*rGw7w&SI
zzM5yR6o0AU1_|&sI(_zfSQDG)@!2E5|I$6=M*~)%{1gTGlwTJ!_KRW#y`Vr*R=B~3
zz}OIx;^Q|rA2`)jKk#`K_+8%u*B3a=w&A}B-t<pdg9~wA?!e`yD8eGVLS1E>2%Miz
z1^H{iHs=B61VR01uNP#1@-7!_1i8eztLv=qMZQiha|n|X4riL8pswG<AaFR|?lG6T
zfFKq#r@olHf+*sR3OqD`MM3pKdf>Y+x#b^m$eTjkd<EHd0&IbJz(x^_?TDImmSS7e
z`Ln(qaWechIY4RC1L#J#ZLM{kKxtG09C9bUF!N=DdS=MsX@!AlARek3E-wMZEuMG%
zFd@@kVI1;0UZ^*=2rLu^mqr@r>^o^0CbD87vZ^HVs)qFQEP2+vSKI{^)47KZB*Mt-
z?u|mC+Lt3SM=TD3bu7+!e=8SK-XV7H<EXA7lIg)<VI7Kzi)gxI%Vt{(qEBxQHAwm3
zYFlhr?GQF`X>8VMawaT0HC$g}Vf6_m;v)>nW&sWbfYKU){LF>DQxca|?71OLS;k56
zbC+B_A*OlAlSPJtqUK>;8UW{W+>$roQV9o47quN4J7gJ8-;%(%n80+Ia9gltfhDpT
zCUW>Ba-}Eov?TH^CJJ083eqJB!IFdxlSF-z#M6@`T9Tv|lOA0rNz*0E!jk0;lNEfD
zmC}<{T9VZklhrSiHRw{bU@1C=DSAFB2I+s~9VUw@rk5#Zbg34wR4c<&YoFAYw&|(%
zEvb%+sm_<FE_5hY7|Puc<>`a+PDlB+p!^n50hcH^U0N_KEz~eA+$Rl@o)+1X7QL7j
zdzltbm!1eqPc}?X^+``lPtRyc&st2+xlBjXW#qv!3Jf!fd@@Q}c>cj``rC{xxxEtk
zVBKDfu)l`Jm5zQT&ChCBimG32|4ACYsg$~nEZQGwIs^}%sLlU~*}0lHza}LjjOfcd
zMyT<i#)`g!VpNJ}%g!Rl?VDGs&cP&6gP-ayqt(mj51M`w$Bpisw*HQt{Br)Q^M(|{
zC9Y&(>y1b&!3-_zUI6L1VakSfKFIXamf^*{OAtMego=^9Z)8SU>&Vjn6(Iw!q^hyQ
zo2bn4w$bG;Kf#QAQfelSe$iPK?PDtkzliSeKYaS!$v-B$vSa+?*WbiU0*};9odaTX
zsyZiD53fn?-h2G)#jC)$x7F_^*S_753ZlD$aKZFa2tno??Ei67djTi`ps>jP+m2^?
zDsEObZpJ@}pSO={iMWFFFWD)m>)FkuftKa}WWmQuTR?7!p99uLZ+j*t{|FGvt%m1^
zjb{In5~hq6wjhk_f7w#8rk@rp4o<$Go=qNp8$K=_|8d*#e77;`<@lCM-HHS-z4;^x
zAJ=N&6#Rz;uY&`!5G+ATLqOI;&oA=KH~Vktz6v8s@s>qU`WRioMP&4NruZwBPX(?C
zoDf(@&-!BhE_dpsi75r`i~&*x*Hi~c_B|LvDPx+(w_l4*P)7f(K)n7#$ztJCv0xS#
z=E_<VTtgMiQ|nFX#V982v4_^!1B>s{;ybmCKtroS0JFmnJNhqI`iHatIcmy+u%2YL
zgG%saM%n-uue$<%Xx*M->Y#bfspU7&cs}cn#ISJF(hP>WFr0wr)2j48{_Wc)wkbdg
zfP?M#-~Zbw1T4a0chSO>bo?1bf1WV^!B?%T52uGhFfFYZV(EteM2&axw~e-ehyMQC
zx7Fcb@YoWBasCfqb#rTmWqFM0(|?fnBer+i_KyByPHIlRx15zR8B77JWbncKOb5od
z<b65w-@nWOwkq8*_{#!1HAgjn$os5MP8ILZkRdUTLWR%Jx0DkBeSu)*`ogiy6om<1
zA8rN}6JZw>d(9y15inGg=rvTkD}qXaeM0HAbcwEl#N=^<`-Y7`m_A+hX{$pBJdV&L
z{=;W%$A#vFn|9~IWOIIeau>>&#`35T<8ZNyx^b}Bm!_7aM++V@3-N&NQL<%iBA9;o
zfIhK9664<75?vYyuWALwO!odp7W^T4f@+|VRtJ0nH_{LDAF<y`^iT4zn)mbhGUp+>
z7QO*dIVRc5%;D~?y9*s`WL~rUM4$Qq^-~ICzc-V#B^kSd`Vlwo@j86=gY)ST#CZkh
z#kG|0VTSdB(-G4ntT%6nZF2lc3sD&yj0<?Ofg3QKNry9X186{cv_h)iTDKUvl!wTz
zee!YT`4E<;Zc1)=e`69l;;yI_RDk7C-rca=Y1$l>uUzO2IRD}I&F~@vX}w4hdyKJU
za_vI?O`Nbbi?og;cTH9dh0l+qkT16i9V63Y4BMl}0}v#hn6wCMH20J=TL{-B6^rEK
z#D&i&wN7OlUY#q;pcJl3I+EmTxI!w*tCP|?x8f5l4zJiJY)jlVPZ$dj!s0ubn_85&
z3uCm~`w+P0f=rZ6v9`BODzd2C6J=yy+!iPC*1c2cR<uM?)MQ;(Cd&BS#ztJ&yPv#L
zf18lAY(Tw^_d)M_jtX(IL}5g6HHRum)tpw{fl%)?<c0VhJ=F@#VsMC4OM+wDXwCj1
zcA1#p)pzI8-2gY|j@X9G(HcO!eubFC_318#f;{pSY>24>(TO?Ywd$G1lyNej@~Dm9
zbkK122;%?3cCmgtFW3(4Z?uj+s^+*S#l}o&;yoT`s+V>005YjIG;n87Wv*?;PwJUt
z*pOrWeGyV(z(g2A#aTE(C6syihTdOoT8{N80^bS=ihh5sMCU#{2gL2e&4Jf-FXl!E
zPs#DyP9ZsM1EG=lYENZ7Vxmcokznevn5h@322YjVJihdap5Ti4<uN<W1?|Cy`-=49
zvp_my@$bq%A|;^Y+8O#7#B0{Qo6oD!%u9+;zuL`trKN*V#p`rs?v{{v`jzXsHDany
zsz#bHbbbJ~zQITK&Bj{<yOoU&@HPRApIPAZ!c@)`{?1dAtc@+0G;z83J?_ne8<uv0
znf3&X3!J@+Lf;dMxR16@ijC&#K@A6W^c9e7B2S_FDrR>Ts@I3H6eeVsfyrOm*1~Ob
zNpT(^n1uHuvXt2^0)(*Fxci!k!2;Mo5-QU#)<SKvjDoMH#aChK&6vX9n}FYMpbzUF
z#Nb>wN>B+VFbnPi>!QghA1j-&P)SQ)c*loMYMFszHh7T*P;#)}6EKFO_oWNka==^q
zy6i$YRVJF^k^B=f5d|4ypDtH1<2+lF@M!*Rl1Q_pew-15Cr%BYA@o4zs|l`m_taUU
ziy>RgMr3ky`()(UjPjJ4J@w{-M8Yn7P(Epc!M7%Wm^!p2wH<^u`6c#E{KwZz%<2Zp
zd^9WxAzTHI0YLI<A{lZ`ohPF_r3yytv8gRbP*Mggm8U@07|a+Rz2>6wGs3NK-q4qf
z&vS>(oaKV6(h48A1?4{%%0s=CUmw>Jd}^xmEx9q&Xd`l3I8aa_J<%$Rp^ZC%b)e_z
zK_9@fq6O%Pt(h6@4JUl<gGECUoEB_Q%!TY8f6J(a+?%DM-tvhR=nPIib`KIRXH%&D
zbwm;D-gTM<<8|R6CnudT6C~qIaS+hXC3?BVTa&8QZ5xB4sVw0VS$ZE%hmEdBvOjok
z_dc{vKBX}o3-8n*GXy`>NMt-iP199V6?lNf@RbA4nO^<g75Ov9n=z$dMg}$6SFeBs
zm$^8&>rJFq9*>Ph@P6RV07y=Wf%&|=8m}=rNa02b>`aFgXJ{}HCI+9Hi^VGOe6oyY
zuBHmU3zLXcr_IUBTGZBN6Ry$g6cnXqrXHiV>3PiB(NL^b`NdreEh$ew=^xl#3Z-dX
zFgr-n7d$I1i*G4>wZvcc$|TH`-GW95h^}kAbbM$@uXLf))f5S3voiHrcr6fI$db~}
z;`P2aX)~^}uwVWG`}=2xb<{1f3zW~JekQdA-*(s9p;~qYMlxh)>F>yPrGSzqi$>V3
z4vW%8+~#uQ_WKoVi`6IbtSbXcx($c<-!xVw<MtbA0nG)wH+-UVLrM~!O@13}JWO3n
zRXKV7Tt0b8w&hS<&ZPEh)mN-VQIq-1O)V2K{qkSWf!XTV7>el{9+!hSXPv&f;&m67
zr|rbwuQk1~nKXZx@sVq@$kqs_;vv&@Ex#CTz7ZYhb6{|c1m+7;LrqnK`2EbN<hBEr
z8dYC25y4&V6!w&NRX3D5uJtWE=|)-{i89(FxoLf<u{KB3h80&d1kT?%C_^(r05hi=
zS8BWt!Q3xdRc9o^G+4&qEcOILm7M~i5CvP?alakit_OXWe)k1qN(uRX;@G;U3bU&}
z*TPSg7`KAi@Y?!+P+FkO4{-{6i^3XyVk0q7v2ZAKabxnr@ELaV($s6d@ZSt-!bS|&
z!i}oPXeZ~Nz1gKlH2Bx`wgAU;y5?^C-10AbM^*iU?=%kj4l`dE;%0nMf9@svwZ}xN
z@-yG(?K3ISN|28O&T8$CBM;qiLfibG6jIl29I9&e0{Xw+SBaks`Dr>U*rZdmeZ1XX
zCJ-^^(2v_ciE27nHVxe`1XoSN6BMtV4ZV4}J|CjA^t(5s8CyOYT#DT<`C9d~qQ9gD
z=+j92+`32~xt=l781;DHIehsN6%V~+F<qs%@b+0v!kkM%FTn)6i!fRgW+pJzN#DST
zS6i`(mC-ace?Rl%gf*#Q*Y6&A{opU7&g`AXzUMb7`M7&@D3cW#4vMD{nV)y?T1NtY
zM>!bRQph()ufJ>mLFr}swJ!b}>>}xV|ITxY^g(#Tan(`IK|6%p2EW3N>A5lKqm%q=
zzh=ApTgNG;I~`3qo3Gb=RYO}s@J&X?NT>IhNJDb)4~@pWYW;MiJ=fp8>+C1*)84Gs
zqEsoq-k8IFdgl2UGR0YcI@9^n@YIh1_o8EPDA-jEvvk+V=J)ye?<AXoYvV+yZ`O%l
zH_GKp@tZLX|6&(MifIZx8=!@lO9tA}L(w~tK&#q@C}F@So-Cj>-l|Oxe%0*XspDO;
zC3m8zRZMFffqF#?A=SE7W+6N~6=?e61Cmm2-mn{(zKjSawFNS8nOB`tTJ89M*9eG(
z!iOS=R<%Me6N9?oA$fDRXy1@JLAH~5YgsQ469Vjq^3cNv!J7pp(f*HULFZzms57t@
zMv}ueNDl&jq~wuk=0k1k-l+J77X#Gb2pU2MQ*_(C@d{xX3f374jDUbWxzr4S=CS8q
zb*|6u*#e(?vrQf$RA|C~X&}%ki0~a`bqzxFEF?TW{JSnFh6`vE0kmlbPftbO6*si1
z^{t-@H}Qb$0wbNz`3jVfw=LKX0<T0&#I)F>siVO4LLl}aPpJ2s$Fvb|5m9x}NXDed
z(V^(cZEEiy(fu}|J-dMgkm#NGn`qHN<aklkD$sXkD9U{(rd<T&I^c=G1lC!`B6p}8
zN@$byV<$=?c6VdhFtK4tkzJ^WXtGfIw5U@9P!WchKZ3~Ln?y-TQgSAmQ9KR{7JY*u
zoaF-GUIrZDfrvrI5blIDK;jtMVMs8%H9ii34qXCxWG=*s422w^ZgI&8xUj%5@el&7
zL}ukz2|!}{X7J(%Am1f54R<JEdcyQ>a_&&9tC)kacreFevOagRF$FQOg)1RG851A)
z%R7OdJLV-QrA<7(!yCw<A9(i@b-h=rp&^K?#hpw!vX;|L6=nl0xt%*lHK3Cme1JYJ
zL_+B*O*1G3yTEq_H$*91Os5ahip-)m8xll7F`A{RUx!|NYPLv(g@H@?tu{gjjshc;
z6EY2>ev|~*rpJC20|%#PEG{^NrGtS4$+6*?b?1@Ppy+xGYW57Z$(hxPhBL6GMB7m4
zB9+R$V{`X1?t_S}$Wb^&$ZF~InUnA-P+AQ#>*)Z+SrL%Dgm{)4B{NLjfh5Z32F(u<
z{SFT(PY+22g^SXqt%5w$r&0ojB6o_@S_KoLj{?;>h&+@-e#!-QUB(!c#%^C`U@vk?
z!hpvYSrn~tE(^D9=j0pZ2lu)B;uYb-%5T$ra;-t&T38B7I!4+RNbciOHkBn^qBXFd
zG|PrKPQL*yltwOr;&bM+Gmv?yM;_|1#If~6Hs8?8#awz!r2GgGh|sMs9Xw!%V9!V=
zyGjqC$|>=oDhK2nM^b2q5%KV(_KTBR`DTmlho7~eNy-rCdnqO8+*S?qSIwcN>xKFu
z$d3A)`b$bhyEj&s$q&miS1!?O$in>D^w6oCu>H3ggK6*Vh;A)lVjTI7X+_No8B!x?
zj;kUZ?_v!DBoEA=Ap=xnkUyZ2*&+|xYN3PDmk5aGEyJ>YT;>m7n(Hq5xm@MV?E%d|
zGJ_h$3qw-Age7XqB@H7*;)Xss5*6T*!ZN~&3V5+zV}6oOMch=u3Ja0!ewikHY5~tp
zA#AaNEuAn92KXe3m{}^1F$?$PA)0Q@%WSpjMwb&tR`k<Vt&dbRU1hK8a#xNJLA?vy
zxJ%9@s*oU8KNT=PIxn}Vs7|7K)TmsaClh7ny5~}MlAPLy0lF)OXA%@Bd%M3os@>16
zj^8W!sZtwZUrUCvMeJuOwYsF0@zakIqXbKLj^b<3Z@WwDxXUYImP&s|zMX4Utd_3y
zQK{>is@#E<%e4^-`qbbr7wJmYJ~FChaVS%$i{S#J-8ij>(XMGn<$w#q!9kR4X2k_h
z)vvO~<_tnCV>%p$a>$ik<i2Y_1PEWOq)a;hIYEQ=5>j`hmcOkr-j}ro{k_2smm#D)
zWzIe&b4z#mN2Sbi6K`f?1VeMFSyR?%c~TlsyN%A{4G6E5$iV=_Z&ZUJwCDPXc{x(5
z*V=MDLMQ>IBjs&rxvZetAtXfSi57x3Q(KDGTRf31sAaT)LkT5ieUwYR7q~1p6S$K>
z(FyK2$-t<T@w#5sJ7iX;g4?)Ns&o`uT3=@jftv_MXl?b#Z+4oB;+rI+I-||77QR#l
z|7-<<n;S<7mojRUN2?Od>iUW-4!A2GFjxUAs0*WjZp&$&#uyFoyNu;_fl>cfnb`Ns
zwYr?QcO;Pfrx$@=v}`g=%6V<C7&?D0Tm5GR`fm<^dz%9^{NLmNQY@_OchRi>OLBny
zCrJF|w13Y5aR0j;fYn9CRU-&nh2!6HfNr^e<N$r2{^kJ0bn71T_*i#eV7SUh@fK=a
zZfbo#s&L~N6R~V^(7*Abjc6uPJasA;bDnc@=k&*X$*W<;3PG_qHH*7e5ye(B&56R^
z^EW*ZqU14Oye9`Oyg|~m(q(f;d+CEu;xlR<y=;6v+_`9U@};xQ?Tc*Ys}L8WLeGeU
zr<1d0i=?qzOYx*9uZc%clO7~~9`1WX$8?Vmd4DQyw@S$E(=SVU6R{uqbH2L%<@xl%
zp(y-10D$$zZ(9F_;%;dXh`=kTYwgWM7fvP|M?wcGu>Vk&-uSrX+%#-;0ngNjTvT{N
zzUat>R*}9_(L@p$0LcqI-_WPQYa1uH%>mk{?jr6TK46K6H8`J%%v%Jm1|H~aTinEf
ze<LCRnqN<YT@?~_^g_PGhrPee0fyKfsTWzufHWS8OXDymOMeP}e0fS4|32E*0`=kw
zVwqj8b9?81OWdNKd>vZEu41}*sh$>&uak;b@+SwN@fN`X=yUjz=B4K3?Z6m`BPkL$
zT`su`-K~9hvx}_%<N(~tySF*OlRKqOMf<lofa#wc0EDE-8U${0R#tDfl2i?7-R1yX
z@3%i>%%`=?Ky$9NZR^&cQBG{50wJ4-qp&Sz6(5k+Uel&+R2A#T!(fZHHn{K8w-iCX
zhpmfwk@wo7NQ6u)S9dS8@j_SHszvshvViR^XrOe#mHJlMV|n@tmm3)Qi)dgkMx01G
zVA5B+QZLM);=VBGtr~C;;_a81KOenYILvc5$#oo1bMU(2<uETX`ualc!9?GRN&RgO
zV00ktmUqh4SV$2QJ<anc2YAV?6!V^nLC9Sg8|!{I*;}1kfFm_rsE-Ty@DqU3DiH3u
zlxN#D%cdjA(S`jw|GAj#BYg`I<^y7|XWt9j?>*QIfZsDj3<v<fB)#9dw*n&~K8w}o
z*-00ehKTA4?Dg(_Fdz>sEy0oUVq#G%mFN+o2IrYvoBTWn$rui}K*QT99Vb<w!%I^`
zK#$HiG3Xmzi%X?4)FG)SIpOH&)o~5!hgZxPA8O3~cay!iH!Q7_d06x7FPYTAl*R*n
zz#fM8Ev&RErwz9`!2WFxP^8fP9lUJHY=m25^N$?hg1Peg2pc|G^46Ur1#u~o7qoN1
zq(Afl2sNt_W?W!owGu<%T=UTPWkvwOG>v9Q=s*&A0?#y>4q{z)rr~^fLp=oYtrZvf
zJ*AD;T;j4=sbh%9?<#~8wOzUm0RQ{)5reS_@3^q>B3{Y%lQbf_!jz|in9w;aO5%tg
z<68lJB`hk|C0#Tln^-RzHen`Ra<l<8kInf)@#t#%wJ*rX`Qf?LuOMCVcY5@%c<~2i
zd*#J?dO}=J2`M=gqr?>wV*m?VELTH!kZd(KWE|0-07V8sArjg6xw`ZMs%d%ccD3Yi
zqJghwNHB|iVv1>LKKr!+@PR^NB212jxeJd^Z+7Z#p@Susxw*2@1Ws_J_um}ASoDOm
zwF39vGuXI^nyY1xl{sJ7v@lW_A2sS8M&C9pV}wCw&kS3UaCR#{b^MMc>uxPXU_K(0
ziWl=vDM%lv{74ZWH}Xhoko0c4M!ixJn@OMbt#DA905g$Z&+}580PFrY;t(4yb2bUo
zT%@0<I|JAWZ%$nz&B9p-MVYOr!Q?U)nppRCMYx2|8b-=unpA)#^U}#$I!H1#9Iehs
zr&_<Om?rumN%%QW7*UY6j1*N~&kb-*YI8><J0tJ*ouWs^`vMm1CtdDu2he}^x}zIi
zifuuhZ5YOL2NkQsvN)SNv&%zHmMo1cJp@?ek(M51d`6~Ayshwpe8k7<w5rtViK4Lt
z_I-&SUlsmQ%YIzh0<DxlvuJLiCvO-@%&g5j-0qrDfB~V-A!c2I-1YR+Bg(Tnda3=(
zPl9|2J2NQLA{-r@53aP^6PrY-hbmdH>C%}i9BV@iN)_#bhU}*2%F_&N4AWee)Zn@-
zY7502t1#BjrgP1$K)CPx=<1Kw^NypKSAhN73h*aQiglGqx50E^z7WnWUB~&^9Zh2;
zB@{n{!55BSl7l)md=Ck?vu@-+scsM&r*%GL%wsp|GIK&CGy>L3J=W3;oos8$_h#jF
zo+We6EBq+;H?-hD3zLGEF9r_!kJv*W;H=}9_7Q&ObPtoV(lI$>tm$x$e89XSQubh=
zcz5-&2>X=N`o##Xr#+_(#2kk<ZYbPX-u$ar)N<WEIi7Q9a;*d5Vh(F{0&q%-dqb7T
z>~iAx!?A!ij)p1%;}A()&obbVOqrjTWxy_&N$rN}ZL;XsPM!ALFag1eX(!W6@6|^C
zoZXgyR0=(DOvr88#YxGSZ69|juw<_JN`FP3^t_HYJz>x2m2X4#VO0K88B@2&jCYY2
zRSs(N50nag$U8`8?<L;+wosk*Vc2neQtc39=VrH<lYr&IGuBS55NtqJNz=e{T@mw$
zws|pqp;A<k8|=)=L5U7{@YqwvNy^wbuSFp0nQp?`jo%y5@(JzsbaT_8N8hPx4;=*Q
zdCBiS*z8hY-Yfj#|M^XR==%gnwA*tmt;fHObNa3EdYh+XqTeo&Kh?_>oE?v5)9&eK
z%6ameEB0lSoA0P#NLVInBPxy(Fm%JeH>?>WnF{rWus)7ZIxFjgZw7BuziS-%{`HFi
z+@UC+BNVPUwm8^flwMlYmr&g4+T?CXjz~q=csSdXtSxL~23mAFo!!}2)03l=#L?Qf
z=8pGnyHW6#SGP>Ln+H+;3f(T!I4jqlrK6eqDzw$SaP_!0)!@%<f?fxw?ZAOGOmFML
zh2SaEKI&%Xdr2{DWjOZh+lr6WlJosUeD^5yi!Bb`=gaSNuN+5(RPzZnIT;Gq{M^)E
zK3?v^)K=e#>U6L?HW>J+wvhMLomA(1An;x;wR3c`jeO?A(asBoNuQ#hIW(Ag{I9Ic
z7u#9bo8Jw5*#_23&F@*xgKeTtz%ssxGdDLUjlOZ5UKO-pJAKP(F%SWUvsmNh^H6^P
z!gN%_<=v6lR48y=2n&D-I%J0rdzsu-dcNWH^8Fz2aL$!lGa$P;$nltn6GN1N0!|F_
zG8%+r6a^>3Z$e7RoX-;BNoICud7vLQ3}i}yzX$0i*Wp~6t~vLEMTdfhXx-vzgX^c>
z41Ee&a&t5*_Drn_+KUJt5)8dc2}wK+eO3}O8u3aOBWJ(`QW^4pxIuk_3IT|RjMcn)
z65_p*C}M3JVvDdIqXkF34^OD^CyoG7Kzt?f;a`iv)jPM3=^%$~QiiDrk&B4PqVW2z
za1nhF4ncS(nd=j!Kua300kbd}O3;T7+Nnc9X(d)Wir}}q0$$rT2}(9~t{}!VL@ODw
zwf@82`A9wpLQ)~RS}>|tGb%+8xr+~aWCLUb`nHe}zej)*#caE|qHoS4{j8#s&iQ`m
zfojEW!o45Z@QO#95)j|RfT<8cAtf=VgE99Ck#+EBV#?U$F2^ic(3dpu1px?U8`}W)
zi8Xk$4vgF4jKdd$*PF%Nar4`zeVqsh{4VX~cN)l-FES|@iz2tlLc}i?$M5LDYuDrX
zaT20ABIAz2Z3?0ohoX17LWeXW2?#(I7t~Ph02V`yQ-ef;(&*%xNRdmRpq+P$Mu;rP
zX?hBA2L$rO5aGrrG4I8Y+eMyTBuR7oVedUt^GFuKz*RuRj7aduFjsZ1l+xxTW80KR
zFt&7S(B)^BO)Aegvk<fNH&b1SL_m<5U5u@vpFPr|b|L=u?fVVHWr#zW1_^wYc9X2c
zm1?+i@9rfkhc-=dHmSxe5!=imW!-<-ETKJ(LclQO$z>YDW#puSOLBUu&ZSqHPjuKK
zGT8;Sq~RaYkYqh1<Yqwh`+_>bC5f~pBV{qe>LO!pH#KWG&KKhSbUy6ag<B+um;-rR
zunm2~lGSUMrK_BnPM2AC8REEMS>jFd5(e^L2%d6@qQLi#glB(wneOJ}7K+RoP7i}M
z)4GahJTr)axOg_yWW}N5mY}}H(5xe6cgMx-)63KpG>W<u_~Al1-yo!8@&4p`TJQGD
z^HRb<A2btJSlw>+8Z2QJ1q>g`_OL@*B5Cn){n(bWDxoP%^kKLJL>bCAuNji1gy~XE
z7b8gaz0475F)pEW^!ZR&{)2s>n9-{yh<f2L(E$gjasdS)a~i10Uv>!!KPni5f)BZ)
z=WO$DtI`Qwg@WF|u9mwKcE~XOf_}m5dGWX<B;gBtr1=$Cb);akB<HSg#Fbq*=M}mb
z^E{a>!%7+K;TygYRBWkI6d&(yNT`D0j^1jC8<0*Q76s)D6LI5#k@WFDy$F5EikF8y
z?&9QA+K2z53&ARS715l6cU21TE@o~;&u%+z3~MF~r!6TJws9AAc^baE0N1s~L>ZNH
z)uxx}gCK;FnXR`M#JnZjY%cppyD*UTzCe#4cE3bQ?iE9m?@jp|`s@@5bf7)5VXxRO
zS>(+&HH8E?;eF+RV)^&<3TFZoyGrHTmZBwKb`3pQGRi0QmMcqES=nWNB2hhPR82hS
z9o$Q^rxBCMUI<mLAr5hGSxR>#FRYfv0+rXSm4Wgj^XZLgoc8&5mLi|QyxV%;3YEeg
z$^B~MvG0QGy6mgZ=_7OdtB=yEG<Z}Q%I*8?2&pydH)-pR=1RDHd`M2?-W%1DwMnA8
ztsw9H6y7w5E!U73+mSS+MI51CV4T%=%F+O(KlcgQZ)fF4OEy&M7MAV`*yPw=nnB1+
z=Oij*e^LrbI@`B34V5(-JNT|MqrP6EczNke9YEuRH<4-Z!cW75cc+>IMr)`-d`B!_
za7V>QjS}6<)Zr5~^(QY5-oj3lY|&qAaxPElG0(gOUx$~0D||tWsZdS)ml>|$!c2dq
zC=e^y<7o!NR&Tv6H=2J>o_haj8*fOHq$O!$TR*BD7FnOuY(7Zd7N(jGn5U(Z#>B_J
zxW2IS$HKmD0ZQ+-mlAa3lr)^}h4)Oy#z3>ytqrJa^W+hPoXbvmZ9tiVfbCK5T~$!W
zm$nqLk_O&(Etq5~7IvI1bAov@;ESHOxNPa-JLmIvNn~BvCS_i^h4VjAI6Aj8;T$V<
zQiYm13fqs49u!2Vb_?5dC&If&Bcq^MEzsechgiJSlwCOGZorpM3Z*hQe;GRG#~YKx
zW3ijn26Xp$Z}%hsdP{jhQVX=%5`pE&C-3j$C~I=)OLboO_RkFSu9Wo|4D@};?c6jf
zDa7hnKms50=+>d$$$uH3p&zh_wzT>MRR7h74}-i>t<@dtJsnkN>grEl$IOJXxSI@$
zdJd}C57-=J_;=S<{v34V8_deY%z0@MLluw}L(~I9w4a8)Fn}UPiSU1R9<>2W7d7;Z
z!d^JO7@i%@S*iA^7>t)Lkg@K9EdsBWG+y%tAI%QdNsU$l0gaBMaqzy*#r))~G}m8M
zUD928RNcL5WB#^dc~T=EM<K!{y(sFNJ`&-FgIy*yvz7>r@ws1FgVAF#(#_!Lk<u{%
z%A=7%8LV$aMCX|d@1*GWh~gHaTW5^x_J+n5${}KWchuG!`nzz}rC8ayfV(S`8YSu1
z5^4BKO@?1c6B)tsGOFy-Lv35V<!m&Z!eL8*L5_1uD8F4NZHB!>lN%?|<Wf|m_DI5g
zoW(6-si}c08MMziyr^sD6J++eGPtm!h*WUKy`i!mgN1fXN*=@_?QncROn+DK!z`MH
zAO=Dh1B_2D&B&YO8t1p*pYcyIj(#s@Uk_OMLKyWx^d&1{V#shJyXedMxpOIB%5`kw
zaWHia;Ms4mlo{-PIV@7rAh%{k)U%fmdm7~R8_T2q{RB`f?#?1=e*qo8;KMJ{Lncaj
zM8&v{_2dJf;42oi3rpY#OHOTmy^G6=VktkSzvMZ#^m=F3e?<W7d%iN@zcQ4)GSaa!
z_Hkw6_sZ0rkMAFToPGXr&i~^=_Q$1;k1HQPuKxbGerI*_;p(U7tK0soyV<Mz9jgZ)
zR}X)$9^F|xdAN4^eC>z-+C}!-Rma+|k89Vz*8oiG*pJq6P1o@Q)`2<egq`a|tLr4!
z>tswD6puEjOgCr(HXu10A!NY6#TV8;V<%PsFyIm^;(tiVZOf|uRY`r)|9>GR*9G)`
z_3h|%d;k^5oE#AJ9si$vLH{Or;kS?ahm`y;3m_wtHzw;Z3!tFz--<L2R`q{GU9D}d
zjqU#^(&Tpz43FHR>G~iO{~;=#U#J~g{4WGAz02SJ)RumnFXZeV$NyR}eu3?IJkQg6
z*S`$dBQqqIOBs<Y0L&U9dl4PE05w_}s<pfu!z6d>cd7fNgrwBI`Qr-$D<u7ulDnCY
zXC|6%uF&DKJ)>d_;Q0=_1x?W^*z84ra@(6O)=iZCu$5dqTWS!b^EBzqe7@SOH}a0^
zUr|@-qs5G-N{%MyErC`eVAYD4=eK=o#pZ$V4mi&82(P&2T2%y?SET}T|7lMw>v_Cd
zOWo(cQgW%Z`khJipbSZ+h47w7(Z;WbPx;RnY%7XeVu?LH#Rnd{3^qQM<o&j)9f%Xi
zlNElr@iCHhr!-6b`)Bf8aDae6hlj)bz3_?H)HbzmAC!Yh@3~6(#BCcEy!A2pc=erT
z?VdxR+_mP<qc0nik6#5oyB@tDFq6b4L1YAdWVXf5_m`!zMTS%g0;5B#q)W_TG#oM;
zVX;<2=Hg5N7f%u0w+AF7Wuy{LBreHdUgQGz2}`uYm@T0+KVHLztEgVnmdHbAEA#lu
zb|to$AjTF8+2UWo=)@eE7G$y#joizWUK6_1q+MIOR8%t@$$sylD{MR2MwZ>0o9pxL
zb|xeZHkUDchQlJ@UPOn;dh9c70}9+suu%)yw<}Q#%1E#kVg4tp0uR7vb}MxR{E<2m
z+`#dILqfyCBmU1qxTM>{R%lMfANAtDue199NxfJq{~to^|3D!AbDb^D;Re$!{Vi<$
zi<c@6{Vk9DB!=MZ;&S5j>Q)H1#bO3g`s1a-iwfh#`s1aV`lpwQ=APN@I{Q=D`n%2w
zhHvX}f3;MquYZ|V>2TE--PYsW_6yu!*@$O6`lF?CPYKIY`lF>1zB^SkNkRm_^<ftQ
z^y=-YXWh!@tJ8{t|12}Z++(P@_-JY=0l?*EzA0O^x$1c$={h#qo90*JqyadrILw%u
z4MkFtKO;u38|Z+nF97S9y2qsn<SGqgbg2<`{A2xm!bXh6Ks#`Of`qS!&D&=wpqi<a
z4<R%S4ud>jN6v)S7%kta7rvqRmO#uy$SDT6IQqPpMe60vT;C09Krgc#jL9@?9(E;B
ztZ7Jy#LUd-3srZ114kYhCd{99cKCbS#Cb`fo8R5s+%hN30+07}*8M$nkEVjA*owyd
zfUSLKEiwhnbSRBP-t+Jlv!TQYE?o=+u>}`gM{*UFq)J>h%E{yL#}=4z3G37_M?|S{
zSqRG?l+4870gzkqCw)qvxO@sr3T{kqUr;|JWL+*0`X+hr(57If%<jmp5EloD3{O8{
zNsa?57u~lG)_L*Rl76np&c^!0`k_LTP%(3If9Xz+Uy*)KD!$X)4jMU@rfR!b;G>m&
zE!dir7pfo;CB~-7Q_Am^gW@!x2l&P(qqLIj9vS%>kp-$=?bwzyKqN*0MI=`2qT~hk
zUlOtVRHjNygGTnNyE3rlYx<f-#%emGmr&Jx%=PxQQwqG5(8;3WgNAQ{QTz>H$6FLu
zb9h@p)0zaEzR-M~;bCid{HSxdLFedn(#hPddGUvCR5c5HSUwa3C{8=<#HHnXh9ae}
zsA(G$tf+b5_mHnv^i+K%{-*cT(C=H98mNGGU}k?*vyWa?sc48jiKWDtJ0isPIkedX
zG$=SsL{_aqp394$x@1B%@u)e}bxMAX!fpD@FLiZF>8-2#jD}oK!=n;>BEc!m%oBG>
z16rxG)_Uv8@i_~ES=#ZJQSv{ypBF!OUG55~M1<%LfAtJ?H^w>tczr0P(d_p)ui=p`
zf%C-%?24FcGdikgTwtNY@;p9_v{{TLg%nxw<b|Y^k8qW!^Yr$TiNKYZL!eiymU)%s
z)qebL#l=AbgU<b^AJ!A8hu;^L>$TdyX}|hH`OZ1_xZ5v>;-p5kw_R{j>_%yy7DQ%t
zy07_7^Mjt(vvpo&Y($6osn$##{CxMO_+bF5YV!To-fU#v$){&>k9n-tNDHs)a9>dM
z^ti|<=4jDh8?rD73$9}+vtplXT4<k{&9w+7(BQciQWhkT;y=!fnh~4|vSh{v;)?-q
zKysmBg64YI|1ynf0U*5HEfD|!&JD12<yvs$Uv#oM-Dy_;xpxxNmsI|%PWF!+&68;2
z|D7By=I`Fg4NFQzrKM+NDyIBn?_|sQqmz{`F0ZPVt*ohU5UFd#wD30HN-poTJ9oe9
z)9vja8U_!JjK3S3n8r-K|4<E^om<LVTwcxnxVD+Gv9+D_d1pU%Z#+i>a5Vbr<ekRJ
zSDMQ&%N#%H@qQ(g3~t?h7ZO6mVzL{AhJ+EZZU=GIvfPQJ!7^)4xPLP+aF;|f(((9p
z!7$fHl^m1HC+wrb%>6CVRNvV-Ohugb*?JweC*CrhVcj7d+~LdDUdQW8c9YYlRw93L
zJNUysP+WoN=~2n&VXn$-XZnb(SFTrUJ+m)8nqMK_{CKe}n<2UCW2%?`kVuPI^%|M~
z4dFJL;;>&aJObZ3&AX=5KITsIFpXi|OEWqe{Z78u+tw2yv>|hshFiNcwHk7|F*3pq
zqYA1~?q8OSzvflbeVq91)y%NizIH+4EN1_CqfeXpS&k>ndK;L%mU2kaYWD?NhCL{d
zC=vd3#lh$8ooo5a@9ER!)liyWz5!cnHu6ksy8agDpB2Zd1DTD_Cx83*zGcMe0jw+I
z;g_ffPnQm&gSQSmprO-JO1Vz7oi^s-bF)pkOm{tL`a&5u_46p1R}(go!xgq9$nob1
zEYW=Qnu$@5r%MQ9MXq`*<62jWS>wf~h1e1v{=!5i60;05CS}RM5|W;2rDr7v-$@6j
z`q<GGq!3T{v%j*;)7%y{CG?m`FRAqj&om3LFv+^}1kZ-fZbFVDyXE7sO+w&AJSR_p
zI_+*QVoq?EDU77HB+{D0Hyb++J5;`q781Hg>m$%wiu=|SXHWfhzW5JZ`0pSx3ZMX3
zzpX<9uw(wEdY?b^zpi@kD*>0#`RCq$duIL5uMqDB3jGg_^S_;0E1q1nqg`&bZ*fC^
zzPn8x>0)=4N~3?9m7eF>{wKfc|Eb0~D?8_3&#W?<x8L0#e$|W0hQDXlcB!V0uI?U#
zceiH=qyC}Mv8N;BQ`2&j??23m%!V({uQ)A#T;E__+x$HLX?t&KcmM04=E31f>+$y=
zEobLfb(cS{%YR>kgsE$?_=N#vv62Nx^z>nP&*d4#CkN%}X!uTSl|Hld$7M<dGunmZ
zGbONT-zdnI*0Hmu3Sf2lQ9KwP<K=MJ=X1T45(=OBUNibCa!pIa&gh<|oO1EmKh0M8
zEa$X0TQ16O@iB5}U#QxF%sQ0XL&1>QOs4R8y(iaLeIJG;WVC>vv$g&pAUj0A%A_Lz
zM-@x0u=-K2J_u}@l~TKv7gx#k0|u-6%$Rb|p@^C4cvL&5*_wmSx4zo5@F{I1%Ba!7
z@xDTHK&9)R<5H&LR;sV@_TkzvJfE6GPVDu(>6<UYjw`0$s|J-H#s&DaGJl>WHJm&Y
zclz>mB_xRSuD6uq33U9i-Yc?>SLfnO77^7+52G(nGZ$av+$i4M)M9a&fqgf`pih3@
zfl#h{gXm|VVx&B2TA>uN@@YZTt8%$43@kw#&+b@rX(0AMN_mK%YCo87={G}pZugjW
zEus&F#q!z2=2H73g=H7=>0pm2KE-Vi?UBZP?jUDNl=q!ZO3=U0O_co9==RL|UW$u7
z_1XP;c9gCOEIN%nSeYrkA-5$l-KLH%CnLk3E=Hdg&TW(GoZ1J;T0Evhy#29K`r$F0
zP@fALv5k!KikwT<%L@Rul6l07j>HuX>e{ClblJ8t6`{i=@QRbXTk%R|S$N8TmFP%v
zNLA;$W`&oM3Qr}^`jvW_cG!Ql=>PZD^S`&A|Nm`0_y2?u{~zCaZiyJCw?7l-k6HBg
z+DQuebL|Yl14Kqe3rEC-2}CC)-^Lp#XneeC8Xz;CEhoPKpqhdHGba=(z+YI4B2}qu
zY7U3qZDOh`Xs+qZsT7W+C&mm{FybZ$Hz85{7{Q)76kgL<Z&TiUEgsfL8Q)f!0O?vC
z<@VRZ(2o7&u9NQ-{Zd2UenP+#&C^03wX~jPM>^*_`|#Q-cO(6YvAxsMEJ6rr8Ku>v
za=&E*!_(?yq?lh@Dh9-F1{DyT%yjr|v8b^5yk9}uN9QyW+9LZZ0pmsk!J4tUA?P$J
z!op8Ica*8w2)Vk_>z`l|vzXvw)(>Ti3!}v`;Pt$|&=Nu_6Y5-9OU>l48yz957S}~N
z6D)B*vV@?)B@nyxiio~NqPm_G{|B8yEIw|}z5r%-BD0_tFcVsfzfm3(QMug&Yhs*{
zLsr*&`yF*rA3|I3_9i?Y0>9f8ObFu!WU9%i!}C2C6XktUF?yYp>iBI19(4fWV1Mn7
z1sa(eLHw;4f$}hlxhnJdq&t~S5uo>q-52QJa}jG(3jDcxD~b3{g~=Arat~x9`}Ps*
zK`;P~j%;AHNj{wLYYaP;&sMibFyUT*A{GyZv2n<}oJwgJKKDT%6j*5$zve0{({#rf
zkAEZBtr;G#t~$={7DV_Uz>QgDa~LN#PAcPqn8<>?w>P{iM%L)&mZxX%7Q0E<#{xOl
zy%0&jL~r|&_im&7CO<LN+-4LSX!gfndrP)(Y~t>U+eas(rTF2yOo_*(gUdWINX$@B
z!qedqS$^tE?Np)<Cs|1|i{e2V>^fqI%w#=#?yNOw9U{36D+pCY8FXX_znN@j2PaWh
z%Up}g^=c)7g~^IdsV9YS4wqQney^%M2e~KmO?Zl3Np%}!&yy#>lE_~kE1Jc3<&&Np
z&+_Q#b3IXEt1=+7u|c}3Bm50_J!z90b}rO>VdM>f5v)=d#YkI%*cZZgDnC;TiFzEs
zqh%vBPUv<w&0oTEjCqq|WxIMV&A3JbXKUU$G46L?$&JQn74~e0PSYnu<!=Fs*N8J=
z4;z01+PtF?+tyH%mXWNZBdu`yLPT3;*OzZOKjsv9P@VFb{N2nEpG&30U*+W@=xhg1
zW(4XfT#D{%I|%wKKhCRX;b^ufvy@L5Jx24tgoE3jF!Z`ju2H>tHpJ$BdO8v*$fx$<
zL)GuYKA%*fy4im2kr8~at#bA8a$&(n#5{=r>E<VQ<F~-d@k*DE7V~)9HIH~x&X|px
zGkLk@VWJXjHL)Fpt^3k2jisa`bo2ZDP^T!unm|XNp0szjp76{oyB}ZuzI_@UR5LZ1
zJgRVHY}lBGu0?*bn`dZ=H7NF<I^6t0a`6p%{?q41pr3U+>PyoYk=9nJ3sclo+#pbr
zoyXHL=Cm9x7}&<-a<}Sy9_IzGJf)D+9ScjUD7;Tv$0G6Qd#_<y**pe{BD>UIgI=}a
z|J2IGz418;vB5_3(9G9#hB*eQs2c22ZBVv>a5Q3hbARuKMgb2=0mZ7rVnjd*va9$v
zENXZl@J?Ia2cFkF$s6sEU>-^pL29ao@a2iuy~>OU)FZv2U!zZY1t$0rXvpUGNMN%u
z+i@7pcba=VN=?B-_Tjq8&#}8TdG0M8yJ~{b+nxHtu%^xEo!+pkS@Yr#wbSu<3AA_1
zfeIQ&qqJwnAMbE3mMfGIT1Oqs`#H)0URMg<m~NCS4xB3WiLwyWMrVbx=m$xf|004V
zN53rOy9C~UbU(UgX8u&lCx$yVp1IoUWfmV7_^|+MN`B&7LA}yQ^^ucwhrG|sj+dQd
zVUAG=TZJMSN_E;2ucM1}BGwIpM6EWTQ9sloNkR{+i+nytVUK+(h37tXXrHz|gK$a&
z;SM^iP$mpj5T%6%J=JwVX9GoMB*PHOTH!>{GpYfu%g_c!CYHz#2gM?-)}8PS?3AGP
z=dzUhJ;u(#8OH}2@+dkL2SL){Uqm}%6(~XmAy>cf_+4p*$f-nYot%KB_icKF%2$4t
zA(><|f+GJ1cW)Wh*4wrF1_?1FxI?hwT8g)Y;*<iVxU@(q?ykjxOK^wa?(V_eYH0Bm
zZz*koLfahL|MTou_IdX>`|BAaA7<{AwH7xc$%Jdp`MV~yHT-n4BO59?e~ZcGx4kY8
z#k$$_hiBhjC$jZIf%Aogz;mUO-{@rchJpE2Q7u%sr2wBwwOZ(-8nuWxV0eUnVz!dM
znmXh5V1+6ROKG_gg-74%2d#rE_3kS23f65N&T~Jas-{O&YckbjICgsRjg$an$-dP7
zgn^+{I=#>Ps;Auc@k4Y)A*FD+)Fzdfa7Y^k@DcL&lG+n3gLsNP3Jcpu_A_TCVinaV
z`4aIwvGZ;XOl>pz50j$bJX%X9(|7pjV(Dw7$0*)3p<5S<xr%!AqqaL%YsvG&?e{u*
z)Si8p<zDU5s^5$T`=kj!V~H0RweeG8&a~>eR;N@boGeh8n>Jzx{>ndBcDlbO)nMQ4
zml1cyq*HW$KVgzIHnh6;z1Qd~GE{kdlYm<M0bC#<++Stu=WkDnfl||8AYbC6rw7fw
zcPpb*jkg7)e8}!ojm8i);-^pGMZD%k+C#on&?;v{*gxmJP0JH|%vwG6l<<tTg)f$c
zx@cVKcSL-K4+Qq)2R)y0J*SIW)S#coL^zt?izVg*vzu>WM|fTa1m`2wGq$ntwB`_I
zISJ1Dl4U}HJia6>gn=SuvtIXvi>8cP?y}+9;gFSZjs|Sm%RHK?a2&A)8NG3mU5WJW
zbLZxZ54m@pg{~Quh02(JaFi3D0lM<CRCvpa^()cvvyWEFW!kBRQKx7AjtJn!I@0KM
z&(RfV>@v{WPXENo!OSzYWyR!KOg5~%tv?@8&^2FI9e=mfm`PtDjI*yS(;c&So~`kW
zF!_l)eG}<BL8g9TE3FR0wBg&L@jKL~!2&rRUp1Jl8UmbaS*e#NK9!bnKR(fd1Z)xv
zoc~-21moM2mW*(_4rSFEMJY49J7E;&dc_T!s=X#l&=~2b?X;0s@uX;suy1RZKD(`N
zv~hjT>F%vGt=-XspmcsA>lv+S?y?3?tVwL6l?LbS(e2kflE|_ojE1eryjQM|tOtE@
zo8<B$uT`)dP!#p7)(Z^UASjaBl!<!zx;HnU*#GWT{CRNbWf56{<HCxDHkQz!m&tV_
zPsSoYCN#^}IrzQlGXIxnZsU^9?;rU+a+bgubYDDm8S|TeoWKttyn=Vf_pE;)b>0y^
zJ2u50^2;#s&OJFh@uLcS=dDhnp?UhQ+WGzRTJ@K)QMgxnV_=|Mfq%-&#=#DRN-bWX
ztI3?wX>Y>4myTPWOGN5FZr$sVArthbzFi5d(c{VP6!(27ad9EO+m+DIg4HUieL@51
zXLKzPJL7%Is3InD`9bbPAA(aM{Op4L4mIRX1gvt86FPtYiaMxpFCd*Qpk)h+;q)bL
z2}Yhe1!?<Ii3fEA(`hE-l6M4bmlOZKczHW5<av9@fU?WdqB8Nm(hw(>m46eLyCRe_
ziiUaEPe{Uj@Kg?H02z4qX#1;&R-{L>HiPt1SYu1*M{#{79qC4;7t&)v59GXC<@_I#
zszygx^q_)0nsBrwkoRqnzulkHsvr>_;RKgF<+%Q;Kr&Vpr-VWPS7t=20@9|`-@FXb
zB5eP*-06Xw-b@O^NK*K|mt$`uMfql=-BN%o_`%s}&<P--)hb-Hn2;L~m5IVJjKZ<i
zhi8qzZgt4u$VR6vy$q#sDjg+J*oWO?k4!T&oH|vdQHq%xu-`yL#74!Wro60^P%Ywm
z-pCazzZFug<z&2nze9pmxDkM{A$lkjm@%U8bm>K9G2+4_&N~$w*Eb*PnCbe{B|eWP
za%mwRiN<|s7STKIU4;&^)46lF1m6f1+FnxJU9!5FGumq<Y0wRCm!O;VktIh^W?0kM
zxw=dt5_NsVWKfCXuW{+LOn+U<V`*R?eG<qei8nI6kN0Wd%h2DAfG=E$Bxov8Ot{+Z
z<Of?(6Ad_YLX_HXlOLieA(g!Jog$2#b~uuL@#n;|%|RfD*thXO9v3P)1m!~%)k7_S
z{g>oxgkAzp3i_t80*wzlP1W(G6qUU-0l*EsOo5W8mYgObY>Cvxi652uao7r#RzOJ$
zNg1~2fSnZFVPsuxZcte~8%U}>4bM}BuwUj$nVX8Qqp%PVIP7Nw4w)f*5S-Nw2Hc=8
zAjRnt;;9M;u*7x&k^Sg<PcqUWkn(-bMBi-VACy^@SzCiy`IvM^TcVfI25woY-{tVy
zC$b}5aL#>reD`ze6)Ec>IX$d7nX)+_sPFDz+{_jg<15)espOhB-GBEW7ahzNADr80
zn5q9lnI@C)v2yZ#(Y!a6d27@eU&%ubZNZ$uX_*Iky+yehnA{m#qVh%06kmvUcz!Vk
zFZ(h-Jec-_<b5DIP0k|to1q0DxIlo$hchLot5VfS4&4u7jHwJGEXw;$Dm1o?F8z+q
zmyB9{lT&Sj^1??4rQr4+WSm|a!i3N+u1u5U*dkUneRjK$d%F?e&fV2@`C%9wK|29%
zOtkneYgv{AJtit$>*c9z0sRWuh7w@brXWp=O^%1vV=NXS2SYTJJjTTZT^Zub;yt9j
z&E4>{wmr>sUq=U8Zktl(3<U6OTK#UkpEOuP<jd;>%v%)2;RevPkdo5N;{M7~TLv>J
z9pIur=2yDlAXHxZ7}+pAsk{#36~3t*%8?VDR-zAaxG{{^^0;AifPA{DqAL7oKi=|5
zQgl^S`4=7FCM^>x<0P22hzD20uI!arwW1$xS8z$=*Q!P}as(irAT*=F4`(d9rq&3G
z@vCW~t3|L>RIJp@8R5P!0?^6gvI=2wwkN5@J3VAjI52n}YXg8?tB%Qva<i)L$S)-@
z`ynkFpT?ZbWZ?FP%^G%LQu+qelf&wmh7@{C&Gi-4FCKEgB%F6$V4AGD!<9PVX+v&E
z9a(i<;N$wGsK&F&x~DwROwx77*+uyNO<b`tcCPiJTDZ(Eqyq3}o>LqSSv>0j6!)r>
z!9tTDZ?ou88f8}V1L+n8<CdE~AeEdJweA-6)fSEG7A^W#ZRu7W<5oTYR)d^YqwZFd
z)z+uit!DIX7Se6cjoV)Mx7p;h-82C?thPB_x4F=_yGgfu7`J=*xBKL@`*pVmthNVT
zw+GXAgi3dW8+SzbcSPlM#B{fG#I1HDTz8=8J8znRQjI&){W~*rI<vbwb5}d_uRGE7
zT}9GeCB|K4{#_M0T~*y(HLG29*If<t-A&TnEymq#{@oop-Cf<?J*(Y)*WDQUo<ZrJ
zVdI`r|DN%jp2_Z>>D8Xu>z;Y~-dEDSZ;X52`S&j6^saRGuC4a2U-xd(_ian}?Hc!e
z^zYlx={xN1J6`Skbkhn$-+w0E|IN7n+`s=ar~j(E|L1D|@9Ta5AM9U)K7Ro-|NJ9w
zaHDc#|C7r7|8u}h;UJQbUMc`ATr?a_!E4kLC0sljPxn7qFTU3OPlYcSpc;USL-aq-
zMTOxDDG9RNNaRY2af&Q563YMZQOZT?Wg2tQ`04+&bwmk?+#$QA%77RdWl+6EDW}ZR
z8p%SgLQV7b-Qtbo;1V?vCxyzS+#M01pwL{;;nDF)DhnCj>Q@BpAPk83dj0d)B84hD
zN_wyErrdrM<8s=5qQXLRMWdEGJ~NC@EBJ}!rrgd}#75Eh7<{KfX*`8Rklk=|x_Bys
zo~>wj(`9}zOM=$Ttdg{Bt|0yC?l3AG)l;Z)aT0*jQu$g%4mAi@KvcdByyf#PU^0yt
z2dcuU)vKnr8cnCvRdr&7;7&GD<ei)x(JREPbj$8=SkZacJtL%ezR7spsDf852l)0&
z`XbzH5JfcE;TI~4_!nR1MmK^1WC2aMKL4`T;0mDmQ=0gJkSdt}kCI?(9~E1)-40I<
z2S-xbvSatgX~(}y6M`)z8Z;q)+Z@7)IN=BZTRQ%Lq~sJ|7-M9n04nw0rHOp{%$whP
z7=jFzQ_|4r%2O37*z~8Jrl+?<pmksniNnUyH{QuI6ponq%cbe2onD+KA|rnD-XF6R
z0$Tsu=Ac!!b==BRfAB?*<b;Oj?DEIeb#BIYY`GX_C&PK5pAw&($7I|Eiis>&5{(0G
zKZ}T_xosz^Oj4w5(JrR#4iG|)-?TYQ9$q$<B1m}(6n(~T{b_SJYVbHnmY>1qHsQ*I
zLs}{pil2C$IY72JUujM;N%^a_@@SMkyf4;zSQ$PRVlot?8+E68tk#n4&M6H`?P~kw
zWHvI2sxA+YS##<Aly|m?I->-bNxefT3Si&twExgLPZ<`+_Hgw31so(mVsyjMDPtXu
zO?ls7!_Cri@H&@=zKc&eEPUa+l!T%wGJJ}-#r^1=WZa!R@b9J0B}XKlCed&T?_5zA
z>a!GUs3lt?15`DCsM>zxUWsqB3~_kG>nYQ5d~>?Y8G$*b)(hQ@B^E&vmP}RIL8_LG
zg6m%No=+T{IC!cT#SFlO$|GJ9o_~0TfUP8L-eIxb(-i{KN)U<@-B@dwIVZpIp1Hfq
zQKsevh@w$9W@-a3hS4b4D8m{m%Nd^zOoK4KgZP`<iM9h=#f$`|#l>zd`0~S^gA91P
zDY_6<Rp??W+BCirB@u2tU;z1$p{yziNk9l#KT6Pu5>m%AYlEa_retyvKA3!L2y@cF
zL=8wdomZ0OCaXu~yOE@yhvyCOecUTz#i4`5PdBLKW)H}ohdU0<PwbZwNzy?wqIt?K
zcpQ{MN_pP6R`D2GX+Nk8y&2Mp%{XkyM!hgYg^c1SBEpWqT~fH|TqNPLgZQN3!lMK{
zXyHM8b_2{-m9EbuC~H6#jl>f)*gU~m?-Sw|%nq~<={P!J!P@X>Ja8=&+8InX1b>VW
za%g3Z%Z>(Li0BJ+oS*0D^l_fS(!lgl88ZZ|EilU7?=cT2dq~IVC;I`QwY=J7o24B}
z+F-k^pr-JK5D%ossYdPqigTp0QXMgc52Y`fpd@COB*YJJl5>}()K2<(M@F+L7{;|Y
z6aqe2{}POUi8C59l(NfLKBJ>gbcY8=%ld@LZ(9{u);ww<my(qGo`X_qv523~5${%m
zuMkO<;##DK&_#l0ab+aICSR)udq}l~?ORn#Hwg~?g5-fke-le&-|=8*1rOPmFGfOg
z@*$4=d11*NEDDNS!Q+b^af&;UsZNZC%Q}Nnnw%xsSmlj$*Fj5uE;{~cFzSf(PJ}Mu
z%kANz`Kqz~h)V<D*U0DhCRZLa0Dk2fX?_0jeR$Cv=YzYsmMD{$2JUa}Y&8p$jDbBI
zX`Tb+#(U>Q(;k~l2emdMNdBRsz-;((4*73o{H9;>!3H*RTZ4PKH}F}XN`xW%H;)n(
zLN?r!p`jo1`oQb=f)w;EKxV2aXsjFyk4?_gWr6RR$F=ZaxM41R{wRh#Yn~`!>plCr
zqU=v1OCp9R%(r_maV&T3qRhhHQX-<D{K%rnZvQC4YQRXMdJ>F%^C=PD0uHEcAh<OX
ze_cf}TDV9s%p1JLQioQOUlY<Aa$#kP(Sa>K#+sW}MHO&@FRN&};O;^WTl7U8ibFFY
zp~+?zAIKoQqATWJ!JQA7kHCZGCXK|OrHAPYHii4|enA4p3n;Of&;#Tvj*MYkER>dT
zb$}&hL3;bn^Yk|J{jns^sP{6NU&J&$v?;5G@KSWlhdEo4;I~MT=UNhze0=2IC#Tz#
z)8lG7^JK)~>}<^YG{XQ#FrY)`IccMd<a{7*VuettxN#-Yp{&R@8J&-ZFih0RwnKj1
zjlNr{HEVZ{f;DZgfrkpmM0tdBYt17HYcTR!B2F}g&GIwro%}DB8p+>CzmO>L)s!u>
z;bzDi{Q0wT9<-87GOwTr%<~#x^>|{6rJ4z)0+CK9oWzk#t1I5v(oVhQYIdl0P*q^W
zeN#i22Bo_(8u<o^L?3#PNXD}<({-tYkFr#T8XQoFWjs)mc$=MlZANvg5{jSftXH%P
zktv)nZRvVmt98k<z>31L9Z59K-Li9lW&>Lnob#5r(wN*T9=Y`CkSs2-b3R;2bpB*s
z7P47A&-#6WTrRzgn`X#dgGG#w{jez%Ec-&dVOhm)pngYq)D{v;q}UmfA2EN(prlqf
z_S?x)ZLLtCS!iKU4Yzgdt9eD&yk?!Qm>@Y#I#4ONYuz-&YvMbDJ8Wysjyu^~IgMS<
z@|wVo=|MuLLuAP(xULSvY?U(tYn~o3O1O;MMpZYAXU}+{_~Mwnk@*0lSbH01P83rk
zZxbD~xA05=mj<w|s0flJ2X(GP>Ylh%JNK50-bKG|5tymv(==Kz*YWnvdT{Wp6ZPr=
zA4ReC;~LK{G$p0G8;neYBK#V<`s6ru1Rf|T_nwoGv#6cuYw12!46J`c&6C8;!NPA5
zADYND7Yg?k@v#d4U-WI^9M&S!s%4+6$7K-r-bogE*-<hyyH7U~hpWrR1?i=8BWck+
zpts=LyGsll0d#(p9g#6`C^3YtvEO=##d#{p-Z|dUnn+X6GQb~vKIhU=V>ZARH`|8O
z!W?mS|D1RGk-no;!Qf~JcIwzbis6bbJzpN>u572My#40E$IzT9zuMg|19_QT->AqO
zz!Tf;Ou3&tq(cKE4XYo_`S}3S9vw&IQ?d3nqqZ3ZR&9ptBuGB!jzqVkPM#pTmn7Hm
z^gi1o=L#ohPnN_uz%$WgxBbcbkC~`l@{W}6?M}G@oN8_#A3lFZz2FG`%I)XdohaA(
z%H81n<@{ar&Q%t92*C?Z)}T)U_@Z$h9X`@!XF2x9-5WA>WMWyuhkWzPQ|7;{sTtxR
z)REpYx9{;zOR~6Jd2Me*A}*=yg1~N;AvGsalJv+gC(Ju>d%555%yQ*K>e?rhK*wZN
zt|z~FHnVkSQ{CbG_6w_{iMgV9l7Tx#R5;7=^43nNh6g`_$a0=|dv(~#Z9pyo<X%uz
z=8TaPK9zY$X%V(`#v#dtasr!XT$j1Kcqcw`JeA2>Ci<4%QFsy?d8eRgWmC_WUV!l2
z>;Bs39d#nh`{qBo`^8S2HvOcv<A+x74eSTMljac;%w}6<neu(&$3Vdhu5tJO_C=v}
zey^`=YmDWLl@NIhG5^VOnhkH+!`(|-eygJY>?AaQ2shn%M@r@;yk?_UNMz>nx2n#k
z6pYebklGK8&3k*rnL%l*E^d1LO;lBhR(+&Sd1L-tHcpE&UEW3~itNv+n6E5B<71`=
zpn&6cpM1C{O|UaIZ{Cq>k)Vef?B>D=n78s@G=pFI{cdOf;Ks*;2!VcdGm`ZQ-!y6-
zc{vf`=O&~s^(I(I1-d*R;36B=A_mQT=jXLU@Le1ni{rs>t)0K?vn)iXz7(!uL)Etk
zWMX%wrwL7)_wm|vKnexx(u7O+1m|h_opVAptifBHs%?t|qc6Zu+4QKq!_-u?w;F<a
z2Fz2u0}0ZCy=7gSt;6onz--4M_EC`Fa$}JwpirncufdJMRA`87(0yy9D_5j&DabVf
zDoy}mx(x9{yK*SlvMnJ$vcn>2ShvKWez=Z?Xk?g{+fpQCHViR{j&@qIOErikFo-b*
zuu&L*uxA&H=?3=(--QK(1s_paG++Wl&`y?bwZE4-%A;OJY`P2Hwn*`bEg|#Tj*K-Z
ziG_^CujqRwS;m#9Bv3~Aq?5-yhC641!z*3bQ5;q}%HE4n@tvc{g$U%#M_2Ey_@aHW
z0Zy$CT&TQ;V16!`<yf>SI*ukdQB&y2!PlU0c<d`s0<(3ZFL~h7Eg$_Ck-kDv_gbxe
zd_cd)y@$D?X2CEeaI7;56^=18!X&Ur;s;!Mz-$wKMJ7p7Blq_FQ2NR5#xz>fll#SD
zMpRI_h$N(JWRaP-YKC73O*GT@n2d{vWf4Ou$s}YZ=n0qawMybIoA_aUSj?rH(!qVK
zgd~UT58H7cTNf3LOKWvATOhBh*UjwNHeO0TCM@=OnktQtdzSB0E_dr6NEKDcY8q^C
z3An)tUXhTc*~9Ob0K0l;vSy|U$i}<8uy-^=g}Ov+i)Q*E;y3QZRc^*u`eqkkP@MoH
zo{AR=zQB@B7fqp@Fih&(L4PaNwBIEn6`hg$V?YBdpDnI*#Cf_`Lwb-;vYvI2oNEkC
zMdG!*sza%-worIDBJumU+6X#p=0^tPxoQ9=CNV16OeJ#~;&(uc0z|`BKjdjOL>qTR
z9YveXR;m^GW+6Rr1u(qzhS0~+5f_p#en@6d1EN<AG7l@W^8o&I9{HwPDcDGKjP@y0
z%18WX`e4v#AbKK4i~tw$*II*Hi(m$q-;0t+V?s`PFU2G}SF1g9A}bws6`i*k{XP<w
zVdH*#*ZkHVF{NEn>>U&DPA}R4l%J{sn;|HH25g#wqeWM$Emf*xRH~;|`sj*G(Xe35
zCaYC6s1uzk=&LJ42SiAMDR}UAv!ZphGUnPI{>+4@NP-<!<X+i=sG>6Tv$DnfQlVF+
zArPo^3`AAR87>8!0%@8;Tuff%UfGt=gcS3|01ctu>*eL3;qvm+9Cp>>;H$_+L_v6P
zjxnP0N*`FJ_CyC&ZV4?%XHy(<k?hifjV19#e8bz2mD{D2*p9<;6Fao4k?O;hB0Q)K
zF%SqHi~Gb{!Xy<z#8P-$GA|@st80b0`v<|~M1DUs#{Vie-zaJ05Z|JUQ+Gad@i1Vk
zD^D_;lr{>7ry|a_%I>X^=Kch_&#pcd71fE!b~DRywg$ot>4((tp<}L{v^9{&5y<&i
zc{SvBse0l}pMy!4)yeA4NEliXl%ZR$fvJLTSB*tfDMUs!@{sUCU%tAk!ay32=L;7O
zN{J)uH)yjis?6dS(jPZeluv5Do)j0#Nx3^kLPmpptX$<GRKZtmm3P%#fU2cCYEktl
z|K?qx5!@1nj+csss9CpGsWpLl%X1}xzb6#~Fd0}?SlR8#77E^GzS|9ZT&<39^b9m;
z3zCoWt!cPw#ZRi@eo`k81IqVpqqa|{Jo2@pcY9Eo%&}TAqK41;uv|p3WXgzpy0N24
ztrh>M?Kw}!7CK4rx?Fg*T$Q%1WHUJoT{CytTz1r{X;x?aw!@dc<tL!_v))}7X;AxQ
z=dv<LOFAJEmf6Is09+yH;R4bD&6a#ywNW*UR6SP!HneY9IHtkftgFjDh3vZf_EejT
zM|a+4wjoV9RTuE3ef5yNR5~vSbhT<+s!_$KH*l=`lYIwTT301p#_B31pC>{=;`w`?
ztmdU26c1VAL({gS9#f$<jTo5wO6#(5KlYJyf0$QaDyj$N|DxkE5V=y8-&NL~*>{Er
z0lv+o!F2tw$?MZGCNb$)<?V{+h(<T`Vf{dp`=Rovic+Ik60-XJ>UQV?ro||axcdf*
zoJnfzuUJ#N#tYe@GqS1d<h@7_=*E~}0>uK<<O3SOH6)$%wGYe&K5&~f7~k(sL-Y0I
zK4gG|9Ay?``g`@fw^i|-c)(WTj|Nb7A`EPqID;8E>ArC|^Z_l6Hzl{8RNmZC(%fMR
zvGGr1V{>2IckEhp0HfM__)z`o!x)Hzcz5H3zd&~wLl&%=ZuCXmxc$-K4?4fX9F4&9
zegN7>MJ5ff*%*3S@KX%KiNl7)-y1FWx8Ki%x&It3jhiI#8TC~eP@$UimYw)S7vFK*
ze`3p2cid{+L-J_NU*2Wrv=dnDP<eTj)aWp6$T^#FIDVTwBuCwXIkgp5-5=M%;m3vP
zjwPGsySq*gLaxR1BC0T8P;Yl>8Q<u5jU^>@oWf*GBBX`#0s(Q1{TfI1Sec17J1+n*
zyuAY>=bv8U8L&~GR{A;Rkkvmj5kmbV)oH$DIcY(sXYAfI{2ebb<M;y3*f{S(9l6AG
zP7Dky^9s*&_Jj0*tL=b(5Aa<qr*B-B(a&klg^^q52m;ucbgvB}-ZI7^n<-vm8B=M5
znGP|VG8L-UW9^lbvBuiq877;Qki?T2ls=nY(fP;#F)^K>H+|a&8*o$-mAdo?NkQyu
zs1x?zk}PvrUQfuaydor>mQJr82%ad~^zu|!+cjBC>K(6Ii^l1g35tICoE!9r5Qj+S
z&6}DxopFrv+^-8|2YG*WrZ_e_DL_{_z$)=`Ts{jVY5YE`@!k&Yg?aC|Txaf{Boy_+
zpwpvU4D;W*S3c--5N84TF(`r;`Am&g-H*uc+AR^1F8WfmIx@nzRC4v;Zx!O!G-HWy
z=I1?ZUt2zc3_WUgL6r{NeSZ=~j#Ke`f^dEQq+-r$MKAAliR=`0)Le1Ez=l5+;~r^T
z?R-x>nIL0Ej_v!dUo+M^j*GW!*WODbtn-=%FCZ1BY90;i6i=7l=E8qJdX;Aoy|B6N
zSF^%gH>`gG!O0ilz@z|oR|)qaOSKZ7LK|Gh?^*KUTuh{Wam^x020ZKA<<lGCaqBZX
z1p&Hzw6Z&;os(NG{&2b8hkKimjIsfn>kLP*A2LIS>NjStyTAjo7%c+0(5gwwV(u@v
zX?|DMN|Hez+;1=$1e%?PZ%XZ{U-2*V3iMd};|AxgVIl^wE_HhFe|tFnmGg*h<h<(t
zD(9*GZ*pEs;vYHhK1b5Wh5sVw-ES#*@xSD}+y7b4qyB%D^O*l9IZqUPBj<tto1Dk|
ze<kPL`YY#Y{gLx*{%_>GlYh&39sf<v)7JXGlk=?qCFfE9OU|SHo&JB6^M3q?oHrD?
z@LfPc(eXykgWbq^b;Vt9dnr<~NcYB7C@7yUhWA;1srPLe*6?R+1ApYa;XiWT@Q<qh
zCg<h1dCT>G2_8!CkqI}ug#$63?|b>_B4jucM6?ASUxQua$fAV^uJ+8H0W9XxjIgKV
z$zD%^ukk~NT)tvABjLoi3mGp=-RHdQ-zGBxI0#--MF|a3Zbf;v0CN0RwkXvD0lA#&
z0AYfxcX25+9yk2?1+tru7Q{UcrKP91%g$}`B-Bg1%xxQ<4|KOmHDkI{$}SaSkatH~
zie*rUDE#1-mZe(qwh)+G--^FOl9Yu&rSD)*)m2HG#cvA7V1?Y9pn0hvE{1}OSxn@s
zg{wUQ-ZFXH!t#C@&D}}mj2MAM3m!+Mq<_hIFWj`b!zLAtrf%fCsy}jGVJMr~hfsS+
z*O?kEF1tEhj>giV!5%`YE*lDDsxv~C`=`<p;u}evh62}^Fek8uvm(QGs^D%W=CHCe
zEIWk_lw5!>i$zudw^u`Ypdu?u%en1qXlxevk|{Z~uOOf?#An$7G1vv1TK(LaH+(JB
zv!h`WUYp`_`A5m~1LOak2*nV*VmX^-zp8wYFF$mn<n`j1svz;yi17v_Ofb38)2eTO
zvdt#(Z9bSdaY5h?d&`{4O-lPe_?nCRRR%HxeyPsb>UW&QNtx9}9t+e^!fngYxvYV<
zHDtz5^vPe+5Zf45IF17ya=Z_PTy_cv0%T|zAsdHfO5a#A&YRiZ`I%TMVk(3f)QYN9
zhR5s&R8GQMTMa%<Y$D;5NIa%z%_3A<1>2pTh1O404-98ec1+#{4|W)xs++JDNrUsj
zK1}M1+T|3z_Nr<r%~hVYl)22TKe(PNyULyo{&Z6OswG2$`sQkYxik?UT4&){wG92m
zH0IkW%~V+|(ntP5`TnFjM2|OaO7}U9dgU}V2{H-r_80zljs2DTqKil>fRjL<Yc4}*
zWDH8tLNjn%ernb`@-(_0dK&wTi_Zp(JG&KJ?xRmpMAr6G(dlL40xlpDb3d5k6Oo!c
zI!57=V64K1?8Ip6MhS|!V-}}2eTsX#3>Rw1Z%YDTwV<S-fotzKcnRnf{*D5SyzFTp
zVh_$I1T6r7U2=cqybofxl%yV`6y!`85@eI)>Q4%hl@g4UuS#RSKgL=h>qEiwb-`ol
z$Bi(@HH(iQWqXW%CV5jmpskrT0KF@;u-6&4<ln!DuBzOQq4c1p5>3DL7$9^vD0LeW
z37AYY(}tasvls57?y1kKktpRBu&WrrehVcNSLKYs3kPqh4Di4hzQseHG|Cv23Blgn
zzNOF;1?;TUrc4cxr+h5jrDkU7<qp32L(p|f^7ssjqJOR*(bywn^V-8Gv+PQy@;*pH
zBxc-UPr7!A0DjLs#wn_l=O+l{|4x{!)?{WRNEI?&xvkZjq{9)pH2}10lAK0aa%NMj
zdkLjj71!8E2xO-Qucu_Xnz7zuw*&E8u!c(6F3Wy-4UrlZhGB1gDB?_whPE7plx1y(
zDkEv3O{Gm7M8BSW3A#!`KaeYyC&b7cxsLO9=y>^KD(SythA=qj99P*Ygcc7{*r=+M
z=RMwI%`aViDsBaL^K`j=Lq(rdzU6a_A2d*;4k46%=(n;Rr@y)o+@WXg@aZ<E^l1i&
zKDkQze%$aK8!lj_g~h{|fC?rHI<WLD#X__eg%yZ2m?AC&k97pV{$oF323piyKy+eL
z3t0L>BM$=!@rhA!(DfV?1}+KNIaWr#6|ZTfdaF|`q{n+d^y5~0MMoahpzqRj*K-2$
z{WPErT<C+w=gx&%CQq38dyXb~a%V({9#N9GfW+6vXnX8f$)`;Nd5XGrr&CV9*As+w
z#N%xn1{~BFAJsj-U0n9SP&|)!fFP+t4nRIAgh(d*YjRbOQzmczPbuK;y|a$*m>1!Z
zQzgUe9#Y0!B_~{sI`Rg3#Eso%^x87dG;NTLPs~n3=5Q^!#|^+#`R0r@-ZSD2OH>!N
zAY?aMcYLrN)}(kum3ci*K3CWZ`hfQ`hi2nx&>&mA4xd63VLn*_1qlgCkmuMwx1p$!
z37#$=j`G-rKa(Fiwoo$s-ms`6+DhEf+U$Jf|DjO*&0MmI8_Cz}kAi+Q#H{)JOl5?b
z8?A;gVy1%_5>strwuM*sn3TL*e<lJx<IE?`Tk~UavRB29ZO0AGJOoY<HX#SmuROKB
zOLc4QIi3xmD>j=L-}r*Z+gM)R@^US|HX+g6D10Xvh|VA?wC6icg}djE$V*5am`S*l
zwg!KtUs<&faOrkWvD`0L>)10l@h8K|?iZ{U-mp9p$Z~rMQc5vLPxa{#M`?Jej_=KP
zLM2;R0>U_+m_PZ<C|H#lG1S!G{0X--jd3L%k3sicbaZhQQPDl1>sM83=#T5Fh8G-S
zlMs~`Ycy>)({kZicO%o7i$;Amd8<An+%*VI=JEg?EYLn=PQiAnqlCTm3xPFNsKl<b
zO~{<;ozGe3diOR~hX(QFPWS?H;6J>)S(%?=4?}~Rw~hBgr(kkt;zC)B3m-e4lU{$}
z%<+OR)QHepuAei`y)X36z?Y7zy>L1GMO^!oo-2LbF?H|mYj~j}1789J!PxuBrNY~N
zM@zSQrSNQj4X*+8_*`7(`(CcgrBG7-EAz`60@{5=7jrsKiDPN8c;Aa1Lpu9Bad<{q
zq@USq<4!u^;$;GB@`Z!^_$}r2-J*uOEOCP2GbGz<j+Zhlvl<f4$=w?*869VZYM|%h
z*&hd&L>aaFzpCFdIm%-Qyy9kgVbPN~XFBex(VX4MY-zf&XYGG3EYQ-PvGM8hP7qEe
z=#4elkQ$V{_tblsuzc^?&3FDNn}4B;CpNd;SQ%g52NwXmWN<|UBIlj1G8|`w1xAW+
zpOlLTDL?OwwEm&**Si;580w@)02|p8wP%NxS&@AgCG<`Qo+*Q4Sv*2Ppm2S#ciEld
zq;R#4aQ8xEjWnf>a`|pAANNy-@Ockcz)Mky;8fWltT;48Ts-1D*kv<tp1|#0gbja`
zBeNp&CX2NP#wSzDQ-SMYEJ0)-by#CV=uU}T(I%4dx!vt00!1z`lXg@nBFF#{8G-hx
ze-{y?e6J)DNFN36Yw_y&;z{Nas1Y8$$>uZ^7Rj?84Oeu1AmkM`uNib1g`#<^?G;AD
z6%y*{f)9@E;neU~iShLbDQO7Ah5$leq`4VmqQZi;>cu0Y_N28NI8hRK9+}9&D8<@H
z6<ZZu%?sPE{b03skg+A7Caq`&1KAWBpm~R`f~+BC?8Z1SqSi;=N&zX=nsAvB{|=Ps
zB@~}`8JdR*mgRy~jJt$aaGS!P^uG=&Z#92=DS0Ac_cSswlQiDTEJ8-nCRZh(qXT(0
z4w=0m6TBT|F^0@x4^@zjo1#VyXjx8IsKGbGJvL)$T!OzTCUUjK__@aqw8zu<CLNE3
zH3i$#wL1pTq#%%i)MG%}3t^3RR3yOEVK?bZ$ICmN{@Qz~n;A(zDpF+GQz~(gZ_`6e
z00}g~sw$;nLtL@%3RAJes28ayoA_d{8w&X+8VJ2@!jeteVI-83(@onqZE~N$oi^RX
z>}4nb$fN=`1*Gd_q}oK|2mn0tP}cH>Zf9P$SDyBS9noGB8d<a<Jz!W_TBy!x7(oZ{
zy+q*KCs_uFOi*R!i4V>y0>*9|eM?gJT}#FjZj|_hb7x0Z=0RH1W-{M_UP}}ZNejj)
z%kJ+07O8>{#v?9t2oox^oN1FOeP6V2a~0VnNlavP(fXZB_{i9L5vu~}N+myZWV?oC
zTmMkMy@^ZSK+t!Zkq`y^8I|u`kq;J6Fcr!-Y0pbOwfQKXXQi5wVHM*#n)A3JkbW%Y
z5(oDmr(EofX4k#V=S@j;??>QW>-3i9i1x}fs{Mjj+(jASv=Ts8J9X?WBlAVo)Cn)3
z@^Vxcd*an*vK_4@x&jpCV?;auA5OUsx{6)AW7(_X-)9MDr^5&&!OuTBFhPN2++f==
z4qi3qOG$rLNz##<b=86m$;8+nBr^J-pOqy(2N2pryN=+Z=g8nKTj1oP-d>4?)w`^z
zih=`pv0yn+=_+|kuk2S!jy(^|whH9Pqvb4B?i8&lVTWdGDb<oKo{ff*DwD#O4WeVb
z!;MJt#8bdL4#hDb3K~SG88Y-VZv9T~6L=2Id@ex96XSy>l;jV{CT@T-V+~JBD~wDE
zj7X|Es|+NI9`Znf4uj+tDu*X(=xkJU8<K{u@O7oY@&xGh;M@omDSRW)9&ODp-L#RF
zg0U-EoveTkNb37Te0)P-umo7?j;Gpib``4f%V}*WAVt%qiZ2*x3aLBRs&?6|ff-b-
zNcuLK8F@4qnoCuFmnv3L27ZZvy6U41tKhL!HQ(hUr12ZD4d{u?l3}sBURtFNm%5hp
zx^UV?T|jx96!1GOm@uMt-6fO;UY}}&WU?pS=4mQXYhqr>=!Tf!W;V~!)zLi9Io_%I
zmJL0pBk9Y|)zQjE${LupHDl3HSfjdKzY58{iegN?^%a4fVI{T-(4-;M=-O4TJ>Ev`
z&&#!H#vp|>Fedq}W<+4zAnR}Zkszm24Hy-T^BM}Er3V{L)%n>}tH2sft4OPOh;>{-
zYou~K>7#9+MSe%ktrG3%)5K6jgK0x`G`D`c9q`r7n51!xb2Yrko`i3*#S7h*cHOQc
z+aQwJUh}S`akDAXrPvhCLK$0{{Sbc&QjbaLh`Vk`AZve{T^}aZeGJI{65ib{(c=wo
z4dsOu*yc@6l~%O_b9uXabNE~Q>k*RpIUK!CX3g_3r^g-bMAp3-V`)Wj7Cl~&u(4sx
zLn}i}_trkXH&4W_eI@?m4zoiU{9^*0>c)oP-sS5)?3r<|iE$C`WLejdKmK7rA3gAg
zzd)5=$NEtVw|Vo<?Tq=1?%b(|(?XrPX5D1Rt<R<!%{nSQqk0}_l{=-QSTdpdc8&4f
zq)YyTD=|3J;=ONpAt5}i!*m1tprPE;lJn(ON8jEb88sn7Z60<*pSx=Ddb(gNeNJjU
zTNg2wR}dUR8o0~=+te^7B;ch=zefWm+(q$$iWm1$j@$K+zHIYHp{Jii>jMTsA-olR
zZtUN|{p-HNt_~@sT7Bb|>6$BHg%i<FF1(KpMqrP}BH`XEF>S65oW81dR`f-7KbswL
zM_C<ek{~|5k+~%dqzW!ohet(~ab%?0F2*&(*j7mQ&D+g~uBnuvf1sw=XdhDR-~5it
z(2bA9&09=oc&Z~C1Hl<7_HUWziT0|1O)m`<g^y=RPa{jCLwCk~{Hv`4O5`{VRZ8n0
z#a0SG?x7q{NR9#Nse=poAYs$f^A+Qs2Q!a-`<5W{9`Fuc3nX7|+ZQ|pD6n#^oQzY2
zsp-X-h1Kmo_`*x6hD`tN-*F(-I2;4@tS3^S+NpV6;~_Qz02Sj%RrMI_R%bMA$HjE*
z@-$4|A@{mx;SqyN;pWuN^>AFSs0?K8>yPlK(e>!nS)x2LvuOv_=UD<jA;AG7;(?PY
z&{@-TBH`NHSPn>{KgW#!U<9Z(m16>{5)aXwA~6D*9j&<Ss^2niZ`BCMkYc<6?Tskb
z0Dszbq@eo!8jG9b9w*6%<R1^cuO^dW><ut8N>_(EQ&%aezm1Su<l&nwJAAniJ&^vO
z#T76D->jC82L{9ua~m#U1Cr;o7Q>8ZQGpGvCy<@*o&NK<$JKL5x-dG=H?a~Xls#jP
z@g#2?T5{g6I`s}>)>gD-!i!v{8y?LGOpJWqCw&ZE5pZoMR9oT3nR6iwD~%;QhJ{pS
zEeP^07tSw~x6UW&yk?kyOw}|w$*zAoCMe7!{v8Qj=YQ3<4->eXS<kob7Qa^1@TR)Q
zG0{Fd$DPXYm^AjJjW3?;M{fsqpKVP&J8u)VE_t$1gzA@8es?Zn@bWImGtWNunADqp
z?p^I0tm43G9w8&qU~uosUHi91G6o#*TznKx|D&hq;P;C%ps(?%JYAbyUsf7=Kr|Y|
zuU%%T88a!KHVGwcAHxBkRb{ixclP;<$Kr{&;+*ZcW{4i|mdozYPkw07nhQs5J{XzP
zbzDQcEENrbxdAxM@1GZ;=DzB;Ag^{f^2v&4Fl9Vj^QSA!?*|{Q&j|#9Jl5kFoj{Yl
z6Dz-V3kbLRYCn+Atj}RSp7#`l<$wHn7fQ0(A8SZmh)H*@Z9X{Px0r=@)_jx+8VEAy
z$V~W{<ha%7vUB0_j)d4B%c!PloG?MZu+syr>CPj}pWWLaI;!bCu-$3o>svHj-RtN(
zlFcWZ>2C9bzx|~~JQ=t=82wtk?(j2p&398FnOIO?-P9@3!6j-DDf^yWU}$~w@MQKR
ze0|qUxgsIHPM&)91pdA!@Q`S0-H+&4`V*0OQ2(OUvEZkZ5{xA*3)f5lLZkss&|fjA
zd$FHD@>C<kgQ|TVy)$cid{%eRR5wGe_31^`R#C(HWXheBhU10lBYKuYaCfKJ8qxmD
z=i3pd7nuhIn;4QLvx&_ki46k0poqwTS4yN`8tHae3Sh6DO20ha&#+%vkiA`{gUhA?
zxyKByd~`EP`AJ*o7^@|CtJ!hAV)xSr#8*{;((GUH^T#j(oevIVIME58gP72wKkbcn
zrF6akRAs)Xd@H%oxN)Q{8Ib1R%fj_6xI<8R`JqAFt=^T{>^xTkF9(Q2&k#wH_v5EG
zAEt@V4)vY<OGc#T94!KOyouMwtk5ixP|)RSoRz==!&gYM;irq+)PF^bxY~3DR4`vx
zlN1y=;*bl8ifG^(^27KswD|?s(_}a>^oiNW>(S8b*$uuy5{^5)m#>N#Ng8O$PjR>r
zG%oqzm`!v%{6p==FXx4>w%OmO%-A^Lr)K=v^Ox8ZoXw*I?9UBs@|SOM2iV`AvHp)=
z%YXh8C?&nZihTGJc?oZJocswi3$gCUe^<VIBl#P+m>V7c4Rn)UWqkT`$c5#+|8L+d
z_tEn2g`5{Qd;SIq$zeAy`0Y$x$pp^*yQ0E!9xAl-XEBlDdEeTf082&8_v@b(vDNQ?
zS16b?$NxF>BlqW@z<Db5@6Thgh57#XI(h?r|J;Ig>&rje@JgEd=N1-Cc7IO!Or@Bx
z`p?xY?t@?bJxk^BYtz4hj_bvrLxNQ96SIGUIZ8FWyYSO&zCTZxX~AfmazR{}EH2$9
z|IyzQ{;dD!2MJW}-!y|8p9Mky5uhIT#^sX$iwXXV>KFsvpgR8D4_i&Sdop?A*T31|
zqke;z+ix-IG40-Pap%;iU;TX96Eyev1}|q2@-OU{Ckx;oM9$y&>pzH`+`M>}nE!_T
zsxfS6wx-Pg2i4Kr_b<F$s(Z^{yxc#om^VI+fBKOBx?=wEY5X_#Yaf05`Si=#g5%e}
zK8-hh$TzN-c+lN2KDB`m@J&Cgf%6Ua3(iI+$wf*u5<_!)a^Vm5>jm}wKX|zkUglf>
zV85m^{?O&3YgumkVSC3XCz{LWunAl*p^Pie<#gT(DI%h_EisQuwTjj9Zn$6hs2lFr
z`^nZD?$^KYa;Wk>8*rryTSbwdBM6Du($h=lcba*jP!%P}-xpN6Yx-P3C=VWS&8}zi
z+*MV}0O?_)HWewX5!S7xk&-p_Q8wwBq|#SO3mcnaytI2QerkK7wH!xx+_J3?Yg=`D
znY#VOa_KX0cGE=y^jzorQl2yiKx*9{v=`XNe_HMQ=FV_$RP4>Qmbc8<dk=Jioix)|
zg@tDqeZLKT22MzgKFe><2Hc$%Oi8@&+)shk0f2#Q9TkzvL0ti38!AwNim^aqrOdeC
z0QeGw8=ijll!YiJ6uZem&qM%5E<aa^imskU5l0gQA-CxT)y5U#^bwR6WFpyH&te<a
zqGsY(f9&I<G{KVbNuN~ZEX7prEt(@Vn=BED)hL5UsUCc)Ph1VE7UaTAiRG*SkMc(p
zvo6tDJJ}Fh$?;6Kfy$Wd^Std_IX+S}w+!5*Uhh$Ogp%&lGoFgr<bP$Dq;wgTv7Hil
z>DO9L@BN9?7C`m8$c91BXlo;K&?Lr&E3Iy8r=++{>agryVa$e=pvdII%Br(n9z;!5
zN~J*FJG#-joO!8N@$FZ3HMJbkT}t($-1aJU+rA0_jll>!N79j3+s8D^jDt08!A!hP
zv>PJsCy$oT8?h(!M}yh|JbMwLI^FMvr9b6fd_1b|z3Tc>M}2V4dy2u=f8sa*E+DtU
zkp6l|F$BrcUK_Zar*CA152?WVA8Q4;8W6n5jT&Pn*EtjUa&IMioRf3VbxN7x;!KCw
z-%@z`F^z${L6hIv?sUnT4E_89VBV5v5gOlY2;%B|+8&1L`KH4cS?KY$=#eAYf`fVO
z_r+&iL}K~UiKdU2UleSAA3+nad9K`4@bFh$>Xk2|s>V$(*6a6c$v1+J<UMq}LBuvL
zxji*6wv_RE#AJfJZ(q*$NA-^FL|EU0?g%Q@{Rm%B7toy>GW*>ro8CMuxmm)d5xr-R
zVz50tn-9WXJt$i=?-nn*k8^$U=v!Uu>B6pn(8q4P`k%Zfbj*9q6FZGvZnKMbYwz`w
z|786#_0Zt1@|rjH^~Jbu*6aMOSm$TL3&p~{SEplhpdZGqn#8}(_Ub3Eu?L^Ahy!D_
zFJ>YA`5k7A%hv@4xHeJv+94r(!RU9#i}=443xmzj3HSrn3`GWTD80_+9WJgxvTPwr
zVwo*&6)qIX$3zW2QAKD!)nL}N5Q6{(n4tc&iN;S0DUzy0kguEm4v6<~(RiKsPP+m^
zs!>QYH4+^6R?KWoD8@$%_jcV<GMxpf)6<`<qS-3p3^Br*_Y}gDUKtSG&QD?{_9<q7
z4JcNkz9xZ%p=<^L=&{Fd9zSzn$Y;G;lH~o_DC{mX$U+3-Gv_;_<W?z(NLS96zDMx%
zV}~4YiIrn<$sE=c_3-uzTumg{4cQ{JQj7ZosGV&aBzog>&BU#m7F?O$F<mO)Ju&t4
z>MR38SSAF#Gi^clHS?WK$x-^m^b4u4S@UsaqUEYHc1B;byU-jW-m2q{eqVDo3CktM
zR5i5IzUG?1iKP}NX1%Tob3W-X^X{n5`K^4-znm_=cQG*+boI3WKvW?MQkxGwE7w|5
zuXsQ`IUgbQtq>kxq43gNHO%N+5zS16lK2W=f**N4lcS-<8qKRn{D0<3l>QJumH?sv
z51gAZ9N^FY9pxn9@FC#y|9~H@@tXS2`QiVJAB~Os-}1wMK{-{|)c%8V`fpgsq2ZAm
z*W~{X`QiBF)1UnC7eD%EUgBT*f#EL}@=t!a@$vnWAJoE&&5K52Z{{WbjfJdZMVx8>
z!(#;jZYs+pH;J+CpTsB|@*fPVe-dLU4^?s1f8O{W`HMf?RTuA_=g-kMiLuXi<9~5i
zpW?{}M#jbavn1RMiu?hSJTuI^NsRw(<IiGi|1hj>Hm*|N-ldEO=>C%!&Bg!WVGcn7
z|2;9j>72Srj63AJf9<0GwefBE-^5tE`G<!IDE9#W**H6X5BEPCUl1M6Qb{7p3!}NM
zy$xUu9=+jVM(lEmXci@NJ*n$*)xI$>{)=6`;bH3VJ0Gr1?Bfq(3uMEfBVvU`Ie1DN
z@Xd*v2^|sY0=2v<c3fRWZBf(rU7iZBBxWN1a948{>p3Z1OsCrTQvf!LneGoS*uru>
z6Q^gU+UsXRg7Dhk(vj6~4n>jQ@GvhoLq<`rNfU0ktKHqMi|Xh0OHF%o>9QUJfUcGU
zZT9cqI~&c1BI(IRg}AQWJ&&LbRu8k`=FP#R{+jM&jEek8@KIj=CNnuXyW4s=ccW5G
zqTG2{vr7Um5sTkNR&8I>iy*#cSA<m=>kEPzuFsX%rM1nNe%0ep4#t4cAFDO(KaAWN
z2wKIDoMI;!^`5-3rhyaKzWk<4%7Iq`h<4F6p^0&BBNW1}-ceNCF7%?&_^`mqFg(H%
zU_Ks+pu@Vp9?*xxm=|z~$1E(f+;LJ-O)vo*%xas9qLyQl5w_9E+cvW4zOU23Pdo<W
zWQiajAMb8c>1i~}rjs9l7To>95$UKnQsrqr<KJ>GC=(rDS&1&2ig1d0s@baLw#{eI
zg7Njj3{9?+LT+(;OTD&akH&4_dL&KfR*~PGOG(YCuAOYlq8M^;Q2I=PHagt3xAS#z
zw~MS&PO(EadudE?wB5awplwbg;bbd2iEza$9^W%U@Z<81PZ`#ah|^hKpaBL~Y1Q4W
zxV3DrnMApay2Y&I*y71l?6j9db@<tKJ{BGdv^phYaaz+P9v0Ic92z>gKA(mGt8e91
z925+i8QO8!4f4o#gitiI6f~liWh=xFs-N`8=r$l>j9dFE0Jcs0@cL6529n_~h_%-|
zoa(Z#z&Otw&O|{=5Anx6!F<y-VF3si7yJxY2VI3-hZwwZfEra=#iOPHc7_{50HrGL
z&Q}&qdU@Gk8(Xesibwt-Iws1`h}7TZb<7*Qd5YKKz8oJ+q_S90*_$~Q1eXLZ|Bi}p
z1BjBdR=HRosp29H)oPU2t=1W1R)f~Ev#7%Bzw;YaBZ3IlB8GTjA1uuJBB!G6De$$$
zfsLv5b}%v`cl|R3G<JOFe}N7h?TNqZHq>up{n%<=7Iu**Gbi&Zbcfx#Uh&0;>wG>8
zc*?Bxa_6<9e5-z)^69Mjna_(Ewlhe$wH8sGR{M2x1M}p|xf;<omfN2cCa!QYId>w%
zdcM`jy8ISBqUR9Nuu<$+y+lng+9-JUTN_|x6o!mm?B1$X?Fn^EQ(?aSrcvAz0H@-{
ztTR!;W6yj}!w}!r%Xvh4KvwLEvBk{KKV~EyGveaoY8R3bj+SjtoGNd3B1Akcqp*f>
zTXC5%Y{G#2U5dw4WC0I;@UY7AJDl)>T);5tBn2|lZF#FoRz$Xh<YR`%cYdx6QH0TS
z79nwC_jXvjXl^Ts1}rdfn50n)7b-ol!7dQGhA;5p29L_VC*_de9i)G6lg%;6f>Nh>
z&Z0JoVLmAg+`lYF?5T|Ul++|6wb+>+u?<FVI@{*FiDuy(q<q9v9sE;u>)~-*WaZW&
z+2sKnPr;U8%djT3BYvXb3vVTzk7V%0*JRWk`hs+ii&Mx8w*=vmbTXM_&<q_Sj`v#)
z#vK~TV~zPRR&)pymkrl-piC)WlE5t}JdF4_LLx1=r!zAJ2GS{|O*M=nrf|s%KmPD*
z-B2xl)7>m<qFC+n06I&PkR>l`BT@tbhx!c^7MtzUD$#;q4m$-tmmdTXRn)#N6uj0R
zlce>ENq!YtuByJlJ}*QE)4N28u@J&x<yN65US<?2idq#E`IoQq`@WS$f3v_*wM(^2
zSHLp^97>B`iHyH_1I@U6&sSLZCh&Q2m9ROFU=7C`Tw*vqmldnVmoINR2a*w<qM-`q
zvJ2v=y3~5)v&IKj@ERy<t>D7JYM0;rZVLtUlX?4s=L>oTbYc&~Gmm<S-KQF%>W!Mg
zHKh1cP>fVt;m+>S4+BXU^>3EirWPfFZL-B$n^wZqI}y)+1W&$M8LCU~<>NdxLcS&N
z<Y_5YFkjWmXvKA}x;zSZ%n({*L3l={jn_I9oc0)wo)eEedf=fbhe4NU<|>qqcR4)J
z<UypQ+FUwieiSwZnm?%O`-wHATRB@BPi-e|#<!OJ@Ysm6Lk}DpHto8ABg!1%K|c8w
zX@3DiUTlfcl{+#rlvgI;cYo$Jiek~Rve3ztFo1mKe-MG>jlN25><x)JkQO7<4!&&5
znzz+|G>UwBniV;$8eH=Kw0D+aQUC3>pP{9@QBb6%V~|ifB_$=L8)*cTW(a9%knR|y
zrG_3l#i6^A6a*ypfd0?k`~N&=pR=$1ZeP#qdAqLP-1l1R`?>vZSd;bHN~ky!3_-}O
z8NUcstA0+vf*2W4ThZvN#qX_4A_=1%vJ1Y!HrOK!R-ETas^$>9X5xCp8nq{{!$8~Z
z7~i$D3aY17X{><-e5xtq(6YkQ5tT`5bChhnfDaa=axpojDJzf*f-?pc(z@CJkF^4a
z#o^`gMQO2O{TvUpx_O?G+tJVpxd(o=gQc~4YP&qu?8cg8bi5%Ui4$@@x4zOxEBwf3
z&Le-ppx6?TSMWBGqf;6<{}Sb%-g7G+a{dNpxnnJU5pDF^6jK+v(~?#|2j}UO=FhV#
z_T0HB?K+7#o%<)eXkTm#CzgRaga}Y-*?0R?FMM)W-dClA7|0b};~|?Tbi#@oChDl8
z;aQ)Xda~@@c**KXMBS|}t~%T&#?-lu1!&)9*@Z-$cIoGGK~R+r839HMb#pxVoCa?+
z;1R55ZUORCd)SdZ59#PzrLQj^WjuEmCRseiMrOf3N>EG16nG#7{lyJ<Gv2-d@ik%v
zn>xM7T8_e|1v=Otq);VYkS4SDTQj6Wun+Qc^g+HDgcwI@SG5Ys$^sG#*^d60Y=B<o
zg>L8ej1dBe{(Y(U=Zx4c{(|t0NvGk)`JY2STXvXBr4Jhy(Us5I-wz&uE3le~hR?c%
zt`Bom_*WUDVo3|Gj*^C()&+*ohrF(jGc7RIWRx$)Qs3b*iZ*XIe7Tqu%8MzFYTmUl
zd|NSoeOf=<oLluO1~2gXCls&cAVm3cnd;`q;al_3sO#mr(9QWsRLhTo_vaxB9_R3V
z?bEv9t352X^Lf11vmWK^qtu(rP36{$0K1IK@|&xJsQ2>L^TBETH`iywH(bz)n`^8r
ztF!g@+cG{V+P-KWz8Emi|KpD!=3-6&9srD#4*;Ot;KTj{WH>h{{@(%pIG^0g_nC(N
zClj)PXuv-Mr{6j#e;XA4s|i^>sCQuS?}Os}9XOr4e^owcU3pt|*JMxY!0Sj5V@u(O
zRR4L{<;K@*f0Q32j*G1Ul?cf2p9$Gog{hMG)<Ll@t-AxK-$*?C!o-c$i^C|CI{^8d
zdpjxCu8gVWXQn)Hoc@uEfSo=NVMV)=yM0ki82nJbuX^iQp3-jz<!gy{m7BkO04rJr
zb<H0@|Gc%o>laeQi(;Iab_6&*XZDK+<NDmIUG{}mUu3L3E(ACoF({%Rm(*9T^h7^W
z$hZac3rBD~>nm-z1@udVn|FC4UKAJVCn(vO^6h+sT-8UWTk@++*E{d<+j-Tc&bI`V
zAhCO!9%gq&u{xx9Hym$tXDNJAYQ88yo|NDl9%^oM&syjRA!+pzI=5dRE-~B}6#4b@
zV5R>P$E?Ve#p(Xe!f<PA+2u9rCUt->QmmMf9|l9=qJK3tY%u^|nrSJp1O$r@B1ZBv
z4yJb7TneELw)6*++sVH6U|5e`4rQy|Tn^{#W?G5howQu}09r4Ehdn*rT#0&)#=IIW
zNoutkBg;^<8mq{^wHl`)&Ab->QqyYfqqcd`T7sV2)>@)bF!OqnX#xeBkZ_8p<X^>C
zgl~s~SWh5G1-IuSjQ)n+eId_e|99l|Uw&SNb~gJz?rRHA{(9ej=jZ)?-~LZ9{{J6p
zEO5F-@Ba7qwW3x8#{bX0MmHz%*un@JaJ#S7_bomSNu}jZlZ}b*e1^k<*w+rHx*~5e
z{#(0`ZZZCM=OX^>En8#s2t&_#yUEOXqcr1=<6q4L%9JiJRqVrO9xqVI8FFT+DgIi*
zS@ilvj%$e)xqeaLmHgegi1A{?+JaCcRnM&&%jX&oR+r~~z2sOBBLv*OZ-*?ky}MyS
zVEijhyhF<*-`$;y$YL;=ANZrj`!q^C2sNrNs0@Coxm9CQ<cr4I?=$s08}nDD{QC=O
zJ|#$iruxGbSX?5}UR1-;#)uCnN@;HM$2PpmW?`s#_hfIeBb@PvPt*DFrca*Xf(g>E
z8Ql5)Ps**L+9qq?sfH_B5g32rqV@;AKtjvKJ27VZ=ZZlWEeM1WY9!XQTnZvr;xTfh
za4YNyz8}oA45p9#;p;<t6!V&$HDU81<&zeWbOc29xrqc2&IFEpit8s4WpU||!zPT&
zEFQxh=@b(qcc;eMZqr*eK8{y6_?sH7?s$s%m^$TK>#2_2%o}MglU5t)9_zOl|I@9F
zPrhg@o0)+v=c=hengmF9@C5`m8o;&#d=B6P01=|aGD43qwaTz8&XD+P=SKYgThw=E
z^z+|l^c^?)k9Y~6$(FkQqj>+o89YAo5APR9y!#_wC0}s3Ls&#q^zF|5+Uw(QGy1>r
zDXowEzkW)K6aUlB{a=|4#%*S}kL1&2EB`VZVsaYp#EUSa5#mkuQLNn^>x++L!}ntX
zGti}`IdYH5g%_mU;P-ofA$W@ZP}NPwc+$&?-YN&A7$9Z0GEp>Ef>f50qFanSi7=xz
zS6OP==*!HJvtRUoV4JDynfxPO`08?cp1a%v!}~atc?E=cMeXq_D6m5+m+d2)CEs1z
zI@Nc^_b|7o={VheO5d?WA6pt2C=>CPT__{OtMK`^c#X|h=5whs)?Tz;X=2)!3DB%G
z#<3a>H8mV_M1+1yxNiD#vZGjNQW5U$<@$ZTqX)>*a;Y}9KK^RI{63k}sY`DiLcA?k
zzcd#YMk^FV5vBwh(<0R+&TsM3%3VLvRt&(E#!&Yoywz^FN<CE|IRehG6!O4nGsE|x
zzvXi1ay<C85KA^$cra_XHhKj2B$HZr;Rq8BaCOmgCCdFA!<17Tm*N59&RKkJjAEp!
zX`B?>y|s9#u;7RImv^7i;w-U56rC;X1fv9mcqh+f7*fo`dd)-Z4XV~t1$@YX=^jtp
zo@aD+_9Db94PxXBK(j6+3M$^%$Z~wrw;2)|Nw}5sQ&E1)KhmIhD?h}vk6Gc9Jc@Xs
zt<v-DA_C8_?c&nf?d_65?dgc(7FZZ|86?Ah2i$PFy;A{2n?Z|enbz$r*HJMojeuc#
z^?&{_eIi!X;SI3k)z(fmsik!K1+F8oDtYo?*<fdvRWI2~Ywyc$?ap3fW+B#o(~n6T
zj@qBWN&79Ar#t%y`~n-oj3%=^Xv1JE<#fjq*gfdLmti~XB-XM$>>{@)J?y4--#zT1
z4PiTi(I=Kt>l~#h5-3d+N66y;0ipbBu=&?u^RL0??!V#B9jyQ7nEkK8=3j%&KO1b&
z5%Ua!Dg{71L#w$<(b3Hj2QNaXeSfFu3|q2%YT2qPu0kG0t&1Ce3Uh(Os?<~3VnX^h
zCMIj;0V^JYAt+wK)>On~QV-lbL&(Xze3ah%1xN<jW8;9Oa0Ia3)YzjFB=}Ml1;FOn
zM&h5Ocnge8Lg*BVJmt#Vs1xj5u@dNOT}i-{twzit=mpm8o!P~v_gf0F{1~Yt?1%J5
zj5){ee@(G>ET)AG2r>?lRTfluIu9uIP2E3K&fQn6@~Ao0CjFG%Fx4}>K&Jd=kz&GK
z*0@RyYuGf$$v7bK>9=h~Hs?37GzOnIM=Qz1u^M9VqNFY%1QOEkiE-zQJPHjv8M@hA
zi3^U+iEePf^yj5?<C>6QA)lvKa;xIFc?!u4Z!t-HkplMzo^+ByzM@H%lIG9U(>@F^
z`;0&J5_3ciQ+4ksu=qkFPc6=a4IUOQW2C{L#&LE<<pCK^15;Y+3oa6YHIEM_csy$J
z!oiZqqq!&UsLK){C5>Xavk{U!OiDtk!3Lhi1RQKFGnRVina+;P$(l}kqBammsNbvy
z9pZv`{#a~z$|HJtAzrqiV+uhfl)};Dfy*vF<%6kCvw#IA(d9k&wJQ;*muzC;icQ}I
z)i<?@i*8SG2X+jS%>qbvE?R;;SkYZw(euZoJVt`b8YQ4p|K}p%6S*@o>@%8WBaL|P
z*qeB&<Qj84%_&<8JVP7$lNlZr{k60w_i3G`U$9yuf3>^U#iMyYPNY7@i%1+q5IvxC
z1P}PSR7oeDAp8?6Ky8p*+1;k;tK^4QrBW1Ll-JyP{u6ZEiOOtN0(mY(O1XJaQ>8@{
zkw!`|GitSIf*kz~S-wv9GFo^dk+$X%0}nd1Xqv-MlWs!%Am(t%2h#b-NY%F3$=^@R
zd>oK}wMIw}xX!APLlK(_2+ug;QcrgGEhZU7Hau+~@DyxGF{VyrCSghEe4LQav-L4w
z9umROZDry7&>b^Ah0D3b>@*N&Q_??m?2GiWk9@fNJv*_DH%i}{vU4`(&Q?K%&*z)X
zpacLpeO*o1>rKiYd;f=TlxoK|NflUPHVFdI$bmM+n?2ZV^^_s;YB!Xs`^+WlV)QQ=
zvr@}ziDGp#y8yGE7@v$y6{K6U!Fp&Jt-=byNXoo=l2A)wKmZc*&8D(j$ZEJ{k-U#h
zj#zJO*71vCcu!@trBb~^f=nEiu24DQ%3&Y9z45X^zSt5s0jEu~{{Xfnz8I!PBj1nD
zpD$K;$ikV~%EfG)jSoEH?|*Qa!%G<4AB{`#44Wqw=`)S2c2eD7Hd}sk^3H_?3SEho
zVfVy9UxYlz<&7?5#PILHh<R49{6;*SimIBApdp2IYO2+o#&p5McbBqV<E_R`Ig@&)
zs_g7b;oa^gTN@fRlTI>+ri_;=i(af_-S*#o<*fz`E5R=I_zrIB+82RM>c(rMp&LMo
z;o2So%3uc$56ga7U2D*5-eO^=>X`=~vc--9aEkLO!~;jwtrha7P1msT$IE2UoOY>v
z>EQkJcB?Pp{=hl1*alT)Nj2wm<)k&?S5hDBp}iTW+9%A<Tu1D!yzm|pn}&d|umPZO
z<ehf>r^j;9{-93iJ@835uv}5&b-Pl{KpbzFk7A&Fp<!Mpqd1ZD0r8xWe-QtuaLE&(
zj16p%d9^O6>IG*={c9Z!OPOG1ZspMYM=PWrAkj^Vn81gUD~5X~;*Fy>7H?bHk}y|{
zcmaS&9J@}5Z8&;2lue15VWxdal7LstmBqqgHD((FEGbA@BqFP5O7gZ7wta<zH_SZy
ztMA*BC6dpNi6OLGnrB#K{tC?5v+cAFNKg=SSL|l{W3~XMcBZ~I(lJ&u8VHP+VHFqe
z^{gaPiBU60#t|XAwt*yheXxYMg|Vn7^udSBzMzp9ter40JCAE8?OaThEd4sAZChL5
z2YETI?J)+Uo`-Cp<76CJAXRf-kGe`6R&PTu7ZJAv%{fafU8$+y+NvCZ629L~iNqtC
z^}tZdEE^TyMOKG1MGCu2J0kH1eYzfvSfZ6IDW(3Tp|vB|H4}U{N_vch`)=*Al}?T}
zjxa)hIl0i5cwL&jadd5PxiiZSG1ma|OGy^RiF(v55m#pF<6v;|#hWyvv;6Gc#g0cP
zKf;tdwyJk2CM<kukv^xY#G0~jG#N8wYlK>b*`KRN8f&CE*3591Jbx)<TZIvRDJ~!C
z`;4Km5?jxem9Bp}9xV-uD!5r<pzt=>tz7K$=~)4Ze#bb7`1Gx74P2jWY<Sno4U4u$
zf~}5rkO5ZXu2T4z!i5rT>iPi7kT=8LUC0;f>=Xt1q78@C2)Hw42a!&COc|>?j5A-&
z^P@CfS-P=xgnKvOVf7}#7oCtACu7A~Z5raH{%=pIPcd>NZlqrGL+4Mw{A?yU^Yylh
z4nVb}MX{<WHruccX_i+7?;o^(LsMKtqB?_O@E_PTj7&e#{i#0j_?}x;T{X*YTn;%(
z$Md#O<DGir*3_==fn`r$7`y|u+es<oY7Q)uHlB5HMjnP=DWLLPAa|)We-D`GMP0jJ
z*8Wm^i`myZ(4XD7X0}rtCzUFA2u-<Jg8uMT4mCFmm1If8+^ow3#i63<b!S<<Bk5s~
z8e3W&#^iWm&Pe85ep;I^`9~+#BwfVaxq6IGd|<mOMX`bWi2kyYV``bpm5rgP_o`ra
zlF0Z?h`3I)14DJ%3$xc+ye|FT?74jDsGE-&TzX<_wNr1xqZNnwcCf6={TnkKH|V_i
za3V=7KQcC#jbWbRi=Lu;@{}=7cO&<>oNzbt!X=HKwe>1rBgKS_^uRMHv1HkuaxGri
zD9LPNTPPi|d+Ng`2s_|xByJkmNe1+_DHzhY$l#xD=)&653FbqbIz{?+d$g38+ShBY
z4f-&xSFc9gzVligzpZX1ZM(nG4amuXn)u4m<MG=E3U?^%zb%PcRE9f)9n_@WH4fJ^
z1M4kOadl-`eoRR>@DeAzLOo#7nOAzw&tpPr9iB=#uge3f%Hp<;vRG-i1PB;(iAZOq
z4o#N9>T0We2Y6i4Y79Z&2|(wT!qdX{i_k1Jx!7-vKLw2XwKAO3yIy9Zmhh(YEd&m6
zEjp|*onV(=?lmpR9fui;Ag&bqcWdAnRcvs!2IC81<ZP#81R#YfC$4$d<FW`VVq=-3
z)0e(sw@F%<BkgBLa+hIp3j9SAL0=U#sxa@FXDUjV?DB}m?M0AzRCZBax5S$tkw<;6
zu8u@ds>pY*bB6<BwiigfBPlM6EQN#{<I{P_&WE<ggv7Qa9Yr=um?uG<6hFnZJc%Nr
zED8gMf9|om9)xBnENz4y66szKka6^Oai1@Rb+{+nIr!|(to$;W?3ot3wix#gKmw5a
zB7uB=hXu&>ZW0jds||0zQ>)B;pG|R#8;1gZr&R@Vh}FpCJ1#A+AB_5^GT1m9vdYl6
zWGAxJNg_HusB5PV_+asM8Em3zPuXm*!{>g-$7qlOW7o&7u>$y3Wd5y>WTYRv&yYTM
zBXZX<#mjLw;i{+nX|D7!L8tx{Whwz<s~bh$()hWV#8-5GaSTOu3_t;o*HrF12%mcJ
zhPC2Zpu~o6wTlWhkJxgEt7ieqj+=k#Vt`bp9yvJ34Pap`i~Xuz?#Ne8geXuf)<Z8k
z=)3eg{Po~kD0r=l>%A<BKuk#4HxyP&6ap=?&l~hovi^o=?*i&&K<;nJ7wzKt-^d0A
zoPWc70Y{u_cv<|Dxwz0#G{!Ofk@?L>OY}z`D0Vr{o|>*F?qRhM<B1KoLnor3`gfWi
z!^r_|pP52)fBI)gGe&y2)OqkY1_etP1zT?jcv!yk2S;R+sV2gF(de9WEj9YUALtmP
z9%+TU$B2t9M{0~1IaZ2{B-&VThV>r5trM_I2#K_WxVILDxmx1KxTCQD3|qvAVVCug
z;R)vtav{t11yJDGY|z4jfCO7;hZwH%&=5)dx7`@Q822KCk;8*6!zVY1W(z`aWTVzB
zqK1N^%Cn*^+yi^yT#j(#3Y0i2a&Q<tRyEr3z%i7?lcC9iOJB-cz$yk<5GPt0{IvSR
zL(6-9c{UlV+)v<gmxm#S4Y4=*h4KA0*e#Z^ji6x7JYVvIP)e@2YEV4V$-PIOQI5SI
z&PP2MgI-3vyxp~oMlDJpX5^Cg^cDsBSZdmd3Px+lxp9I&CYf7eJBKd8-gk~9ydpsa
z*8v~%2#Fe;vmGPBo>;F5Z6t|5BK^2Grj?i===Rczi;fu`rvaZq7Ii5;5jbg`=7~?Z
zlGLK<j-H&NtrDw9kXE3R5@_~D>ns45KQ%xmxk3WhH-rx|MKN5jzkGtlS0r&(hZ<#(
z7806vx|+rhQzm3GtJ^Z)l1=Z}NXX8|9GysV>UA@-pgd%x#yLzxjgQ~#MaewBCvL7L
zrel|K7B?Q6SS|Ny^K<Hr1_an(g@vcW#L=#^*AbQn<_K9&K`us#41E^}i>p43HX!+g
ztD9ca%QYs8BGj2?1O@CjxQwic>h-$7#$!S~Gw7zhVL5(o@C>K?sFC`6<T^2v=gjQO
z*vZj3TG>FRFB)Qm={=q=V8|}|Ntw?u(bxnC-gRR$O@+9BOMj^naZs0i+z{2wOE8iN
z;NIro;mHstEErJ9u{nrm4;6On1F=ozX&dEtnv*i<+L>H%e`WgAmY>fnM@{03j15iZ
zi9^n~m$~mRY`m?dYo3LKS*Y8K>T>TR(9JU*mVa#d@dQ>ll;p?;()+mviZcO%o);<7
z<+2rHE`wMLKl9wsPUodG<X#))*?M?}_j=1(CmI(N8ZV1Rb^&Q=F}^$dynzwhk;y)3
zi;_Gq@J%TjqAj~h^8Tt>#N}DqM`>Ry&#=AqhIypmlr}44Es+Z7?cts`BcG}0mw%{|
zc@XN=8U{?pM3sB`ZezM|Q6OvgLRitS%vQ668(!r5H2Xt+{>v~gL(>vfd`R3>c99lj
zOvjRnD?#E5!A)3#>&uFEK>}fU>^*rD^tY}^g7T|RA;?<g@R(0xW|e%FJXl$ll%es>
zn1zOYDHytbaDk77Bvl}aP+lw&EZR~rS74A8SJ!sX>#V9K`3i<tkts-d>subiOo?mf
zsN^Ntay9}tAZT%c3zC;7Z^*RNcnS_RX5h1(qQ~vk3HWs<`4zvyaA3u`lnSp&p+No_
z(WFcWr957LF|NQSWM;Zzbi>Dq+#g>Eh2(9e4=coMM&UkZJtPLHl35%}9!+(pj<5=`
z+T~4~GHb+ygI+mUvZg3=)`qfF;i)0pQIXRE8m9tkr4AYf4zk(268(~E3iB~@sPG!J
z8?-EPXYz^^Z18`%yW`;l)iJ4vGYfb$in{_o72Dt~-Fw#Qh4!hqX(JK8?3DwaO0zEp
zcAnga#qkz6Ix;V$VauA5Sp|8D!rbXz3#7VLcRO!*8qmTAZ9aK*LEOSs6^w<h0F{E`
z?rPuMht$Fg0L&v$Ts<hVBJd2;&Yu=aw)=|s0En)j0N8B9+tq%^7KrYMj6kFJs^btm
zZ;3N+B#mg}$8LM@m4Y4$<hyL6*lidp1SVF!CV;%ASJA`JL+9|yF9#xjR7Yl&Hk7h8
zd=&0wEP<q=*QqAlC7b4=P2HvL-TBD-ks&ouO%M5XL?qpFBmroL$N(xTwH_~^2)5a2
zX4~x%(G61R+NLX!Nb514?UK{8Q@24e5r%=&U=H~JbVtFXE(2x&5_L3!9%t|XAJ}PD
zAJ){XGZQ-B(VI!#mo40vD{Q|V4*c?}uehnNbha-QyRu=s@3U}!wO&6RWk!c}|IL@C
z{-)V}egUzTo&I*=flj@F@9?Vbw1K{+fq_euI<KZd>cKJL!D{LV8M#4t+TgTa-`kS#
znajaN>Y=67FXc=_>)u0~5s}k2u&vply~`mj_r^V};U9X#r__GpUc(nn!<VHc?(ks%
z%?Q$mSD56r$UY+&&BLu>b@%2*aD9dl90EL%QDT~*tesGj^ij&@L6;O;s;g02yMfg-
ze>(j!hO++Fux7^QF}A^8-Q?CMG~?XOWn>=;d3?q}AD}eN(t>m2qH}ppy*1B7CM2I&
z^c8tXrBBG)y<es@Rk)f^Da%YyNmJGTs(HmM*7!!N`K#UsHu(5gBbv$e?VOv}`jh5^
zb(?P{t(zxZpCh9c)Y{T~b9y2+VbgY>4cZo@>D>Iy8$mcV5d>ud(T#xIv)_V!;NWz4
zSTj6g4jy?0kEWT56`6|HpGxqVN=lzfX`V`(o65MF%A}dj7Mae~pU(H0E=->;Zk{fk
zn=ZeahS1D>7MZEmpQ-hksZXEz(mc~NH`8)81Era57n$wUpY8UUg{9B-HO~&r%?@47
zj?m1FiOfyt&rSNw!PDoao9AZd=H{>F7HQ^}Mdnxa=huDaH`C|0o9B1u=J&4V4`>#S
zL>7MNFP!=;oTV>ZG%sAvEnHtM0PZg$i7uiTETX+z#K>60Y+1yfUnIo6Uc|q@L@2sM
zY_LT7Zb^&mKZMq|HdzId+aGwnKIua-LKfRFLV0=)6ITD<-PqqbU4kw7?W2(_v5dk*
z6H6?4aA^2rQ5*f3BE+MS*ub*KkZ_jIk+pRt^yL+y5m-@QhSIuWt^I?;liy7AZN%h6
z@)j1!tr<i~YrbuMX&MWIwo6BEjg*Rp^!Dv<95u#VUH<|gi#FoprV;ohUx?|-VrNMx
zUz1-~k*Y3B*pe_B%z~I_!uf*X^t}%mKBU}d8V8TY1ipwy6<+LGk>$zhN=dLC>g=tu
zcut7gYIb<nc#w@_h==DDji<`rHXc3}MrP(ozWnz$BUq=XlWIb}e==rA#I1U^H*WFw
z8a$4-=Mdf4g_Qa2;P%71yUGLW{cs7#LM$Az-<5~{)bgjAe!oNJI=*EPG2UpQdWpf{
zv~l#9wQhgLi$=HaP=DpA`N77z{f-X`t!FQ8LuRA6c+vnwPPZ{45X)Z1hsfy=A+wqq
zWq{~+M93@<*=QeoxH*oX`Q{6So**g@1*NlGtLJCOJ3TXbLaA4`Ii1$*N4IHTMB^b-
z*&14V+jywQ!<+j^i^!PGVWIcta0(EOhu820C%Od7Y=2RgjSfWPA<2+(&Szseg4bHc
z*y`y-;Y#GBpW3vSFrx9`@Mt=5G8)l%NV&ndW=2#VvcGP?{ZtT@2U8RZPekQ`a@_z?
zc}Px-a@Ao%gv{k;ftbiBAA>PTB@@=uT<p6PSmn=X+mS$>E~e>-kXb{@pVS(0SDB%B
zGdqHRdow3mnq?~&akOtMFUcH{)1|p>Zxv()vuqdUCRlG573LTJ$>|{7EIXyulh!+B
z_3Onu<xRhHI@VoCC#lVDC5)kD_wxY%&TbXrR{Zzs2~C^tHE{Ei@3pgTJKyUTgIV|L
zR}*aZ8aDGw{={?#-K=*p-G1}gddWYF=?>bl|5HrI{f{}F?NKjNLFrK+TixzaKW7iy
u@c{2P+v7pdM(Od8@CxDYm>l=kZAM&w0K_3NAWmj<|1UV1VUMT=2>lym>$;Hu

literal 0
HcmV?d00001

diff --git a/assets/mssql-mem.png b/assets/mssql-mem.png
new file mode 100644
index 0000000000000000000000000000000000000000..2e026a2fe2feb2fc4204e075ce38390d4f1137f8
GIT binary patch
literal 15893
zcmeHucUaTeo39-OkwHOJnxY7ULO_%v1V*F?iWEhZ5=0aP47~@44k8^CN4lVNrAZ5&
zC<ur&>5vd2gboSBKtc#f?uk3k?#>-&_PKj^@7=rimw)m+Dd&66dHd)6yb;D%^?13D
zaBtbNg;)QQw&|8F+tRme*{ZpF7x-j(yjf?<7U-D1_J!+yFd~k3^Saqf&6SL!ukv4!
zMe=pz!t;0Be?3*6ebjVbx8b)gD<0H2Pg(JiZC1m91_r){`?Wk<U{s5XTchB^VetYP
zroMvb<OQ!-@gJMI@XKQgzK4i(ap)dPu2FOdrui-}Q~c2|ybxNI*8P&+t?D_WMzg)I
zAi;SZzE2j`=DaLIxQ+P1tNrnRk#}wTP>0KxFYBu_SNkP9G6ELflzD3>RkW3|m&$um
z$b`03F=#*%&KHjhoVzG~Chw(B3fiK0sz`jnUn5SF<yQei2QxQyp79DRC2iflD|;L^
z1oNBNNikxt8rjc%c`ZrQFS!6+L{&BhF?4%oBc#$-gr-~ZEFwOk-e>luZ#p`1eze@7
zelrfaX*cH5_A*9ubApdtri>3%bXguOFdt)KoJ*2_zLuNxXggO5lseM9R5P1y|LN(m
znan7;GtNVW5yQ>{B}nFC{OrJ|r29jRoZdFqk~0Xw&2IF@Lc!$(8}C80dyC=nj&XME
zS0Vdk5H=b9Gs!Hcn)s^V{8@UM_t350fESSr2$J664Tm_tNVhaam|9j+QD=RYM&{^g
zLDW%Jrqu`vo;vD_54sFf8yjy7LbM08iFjVA-!w;Wn2iNbzc5c2^BpR@MK0qK^E>LI
zNgc7vLa|xPY$aT+_o<pV;q}Q1kLk~T!ZFp8k*7YRqVo01$01!Kx`_DEg0GD$bwpIE
zDr=o^IYHca%-y8!{H1IrxW9{=!LUlF7yio)w9JOx{s~p8(nQK=*}bTFOr>+hc!gvC
zX3I<>dh=d8$_ZW~J3tv*xK&jY#K7WX)1{~j6VRv1v@uVk(UD)q5X%jci?)0@*3=O3
z&7&^9Jf<HVG#R6QqiEJ5x|N8e`67iXUwZZF-;0}W6KY%u1$%uLr{LIk0%;=C6^K4-
zCrs40FZq?xgxn;EE5B6pRZ3NYM<z_zjEQLk`nBu}SS+f_yuhB|LymYY477{5z27>s
zXv40(Rp$e54<Iqwvq+ZI#tfP^j!0!vu|1niJiB4E*1LdCbVWMr#)*j%$J>rQbq%JZ
z_9|-(x5fx}-AlASD7tH|FDHsVr>E(}B8#(oAB@-6+=bG}F5t@Mj6dd^WM%Hz1+OL|
zoj<}6pSJbbf(w`IC^9I~F=a58(c+>$8wKc%g1O3%TwmHWsHOLf%Gm21$+&3H+l_Sb
z_sQ#@h~lgX@ys-973M^KR&3<Zg$yXAQ!yfr*O8I8UqI4kb5bblV(DCoQQ+hO``%0)
zmJ{#V<t)N`Tx$rQ#{DO}!Uv%zVNrTw{vZ7-G%r(XYq1rCozGF|&bN6s!v1hrz<kb}
zu?kFB-BkouzTDx|r=Gx2(XXMuZBR1qIdr*SXeAZDd2+$1%BEj^*kEBEqCOPPe>`)|
zExZ?}IHloZYPrA4FG<-I)?TK`oHy!S9BM$&2C&<GaYMm;)kKzOp-&y=jCqOz4~gmA
zpxH;I5v%ZGu8NK@N@c5O(M$<@ql7@bT~f$oP%_wo?E&m>5cYlu<Fk3={>ll3m0)e*
zbSYNLc&DhEk9LR20}SKU?wyRCdrEJA_%;7fo6k&V@`0-3VNOc{yOE9W?UpNtVZCL^
ziVgv^!lEI@G_c61R%Oh}c%{wBr`ub%VM;gYvl(%i=cuj6mW57r^vv78fl|&!FtomI
z7h{hDE9yN{&+pE##Bbb~<e^fruBqGk)Zg7r<`wyjpy7N8-ne_DuPFD)2&q=r{mOFn
zD@}gFBc5&}wqY-dLR2Qhk7rKn$2o9KCMnouDmTE<3{o9oZEHxEoEp&f%Lz4O@L{Jm
ze+8F1;pb9DvBL~{4-$qN+qJL%R!RN0$We!kAcF+Er?pi@0UJ_#b_KCn%nnji!@cz(
z$8#7+Ozie5(dRV?;pdnR2wJ2hmFn${#gQi=<$YA=tP);scVy6&z`^XG)5zo)gE8;T
z;oNkE1Qf(gx<_1?MGVLxmf+be8ZaX?zAzhgLdYi2y?)#-4tk?(FCyqmEMIZO?~+@m
zl}_N>(AMze7e1XEw30Q}B`khD-Wf}#n;SYqhYgIUMnom0AFja4uv&GNJ8(!glZ=Yf
z*qF=b%^;wNQkr!AO=XW=BCsm>y2noGzz10GVQZlV@rCJ``5vJ|Y@fs2Y64Bt3oE0k
zx+%0M%g0E9FkZSwd|O9RHvDm;%~6hM-f~2fIt2+PN6q1R<f@NaJc$&pVp?MpWUuo}
z?_Jqe16N6G_E?UyURxY4QTCkemUYx5L@Q=eEnOSVxikxZ*Z`J2TP=#;(Q8{B2X9vH
z$!;sh%aczwsh&nLf4g=yVmQnQxzSHP!<IOeSVy!VR{J%hCbAJ}NIO@%+ZOA(k5Ou*
z>f;*;)H*y<4#tOlC+~=%LW1Tmo4AL&qV?mfjo2sLhg*b&f<hYNt79UDoGNUNh;or?
zM|d6%Z^4$qN$oU88*|@Ok{>zomLucbRON@)%g!YYN-hOnwvmH#c7v0}i)f{_=+cUy
zN3)LDUi5N3<!bwQ`q`e*L=<|=v+d;7v_mnnw2K`<OF(8)X>MBe>5L1FZWB%U@Ud$5
zUgCG5p#u1>I~h3@42;hu6@3?1M}lk=mYh?SG89n!q8edGgk7OM-9R(3=$6G|Si^Z2
zJ$LSPkv6zU(Z<&hzRBT_>7)tR)5kn9TRO&OW8dqj+b}T0`)S!y?#qjD$7$!>wyP<=
z3wxJRv7BgK=aYQR2zt(`&GA<o=7Kq4?Mv+RjXtFma&Y@M&)Q_C9(BXX#-G-Ag`TqF
z;u8~*6+V04*h?64zmLaf<pWn6+~@1$N(GR|k&XuTx9N^7C9k*G*gf0aMw(C)WLX;a
zWbx;n0^ulLeA;Q>x{(%QSy-I>h`aRRl@jPOZ(Un~dzEzo^SC(u(%6$d`9sQ=tj?|D
zmV<|*MO4o;il--rHtV2pjW9pic(J;4mj18qw}&fxgw1s(>us!(?|-+XkZf=F5si6r
zp+!kSoguQmx}&gyiJ5b@qureN5)b#Z2{{p?aYL3=%X04jbf{oZ2<Q)z+#-~vByyx+
zR+Z65O{|;UYR4_#8ZV~yMmD0(P+<4NJ4f=K-8M>qU#^3?4Z{m)zvNJ}Q3k}A*inn+
zxC$n7W3i-dk%(rqSd;sU)~rr_h~=+iUF3rbRMzCBy$biJ3CkeEDwex?f=Hgd9#-n%
zSQTsT(5KeJP_Ni)0-F#Em#=qDvn#e`)HQ0x%Aq&E&3S9NhYgR*dYODQH(h4z3@b*^
zNY-WhipTWo3NT7q<B(gySCy~P3%(d^3T@L7Vg;{Hgk>R#E(j#_U0vd-Q0B}u9^FR|
zP(ef9;L5^8f1<wI#j1n@ZyP=Ay&R`p-vP~zr99l?x*JRF&tO&D4YKL;Y_7`Brdqnx
z<YbHD-=DmaWUOSoHSE|}M))O+Shsl@oVqDk^^50lQ64h>tH{Z^Vq|eqL2t05m&gft
zbC7zyZt>ZY0_;p&V)j};$8W_z`QWqNFC*eIvU}U!wpb4%;R~X6jvGzPEtO15$LPEl
zzz+J=mz=}NNvk9JaQ(4@$HWPfI^X>Wv%<en{*eQY!|t@lCmoAsQ+6P(nWWV&G9FFe
z>}fi;*C)BIY9Jj=Zx(0C*Tzh?Lzh(?^?0Znli_(tzeDaU`YfX$(QSCG?O6{~KhG%?
zd3;$YEo-6J&ghtz8Af-GA<6Mg2Eme+kJwrxu17&|y}P=+I^Ta_IK)Y_?qPmK;%76X
zI)vQwAVS{gDSM+_lpA)R%u>vIIAhmhf1c53%PtLHtWOp6Bs+U{uL^QzwciLrH*WT9
znYumUS|@^+NtClrsfN<dz1xm?xjE*&IG=ICW#Sgm(j|*I`8E#+FBhL85hh|D<OEsc
zl#ul&iufEiD$m&n+bD{iil{4QV+Isk`=~m7hiJ4&WeGzh@T=5P_qkK^rOz?(ua1^3
zzFyx#YaGnn@B0!J$akVrs?yBKwKb_|AUzlDzWe-qX?(?u=Nitd-%xV#2DiZT1O_65
zwDSX1>xc;S9h@{Tu8-zfXi7g%OS`qCU)UNH%u@Mg%U5766dEK+QYr}TfS%j-=ngi~
z3vXX<6F>8AXd}%fcOk1R0w`hKDozP;Y0!pmsphBM=t-I+4n6L(d9)PXT$A!uY~ei#
zerld2N2BTEC_l#slRnN~z3bE07DpNixKgi6T7FwID_a}FC+_t^W63Qi9o|gWH=cK@
z;e^YpmG5X(VWQ@RH~E=U2aC_6QhFh46?JeU4f@@Ine>9tSva_`=a|0JAx=z8N=Zz~
z;kXysnA-2YcR~zfa6US1Reiyv2tC#eqspV%$H#7f{6^W8acpY5%HsND@$(kMd!|0r
zye|kOvxn_argdgTXk5c+W${q=WQ_&&lU>m}y%Sr_BN!d-exuMl{@H|$#XvR#AD38%
zUXFt1tOqtbKhAoH5)~>jBe>KZ6xl#6PBxfFu+vV3hSHlz-W3G?SqIF;(Hnh1slPkZ
z&x($cES^VDU+U9stjaL=&9yD&4Wp>TiuT&GzmEIQzI0Dzq`uOpl~e^S47_nqg_7~i
znmve-`aY($iuMGl_u|*o7Gc-=i4u!lVLO(BT&gFY+`qjs+j5g6CSX-Rot_`vP>_Jo
z;4U_<pGk2xKsoSf+IX}}f|VQ(qq`DTN7h!2_R}oof=&0hawGcAHkw#=%_Rn4aHyWZ
z8O2`0OV4gqcVW4QWqpms`f+xWvX`+XMRd%13i+n~+agPlMq-8V^lsltC6PPLh`|Q8
zlk@%q@hG&LU?IFMRM(H!UEyM%om8b{sph?qd@4oSu?hsxTlHLH&7JFmTT}IZziy>B
zP&kqxp^J^pz`n_?OfTrcMLhB}3z9xT<X00gyD5GU0<$U$ddx1rOw~N&M$lvtG$*G?
z5c%ueR*x-X>WcY>xxU_!5(usSy4Wi08a>>yX={dkV&*8iq*I9qRM<DulOZ02!p_1L
zCo_TKmTdy9{dUDdzmLZj`E_mTxlwVg80;v`@|CcPQAhei>v`51iV!Hmu(S&PDtxEN
zb9)d;JLdg~_+7;-6mdMeeJ_tVH>*}ju3@#$4@z^=5%vqgpowC7X-|plC!?>!#4J3p
zZ#hnKY9ZV8Q__+fD|#?G_zf^{ijD8oJ;<SuiW28O!cF}Skl#5sDmB`x--vfw9O4-F
zPU^4g%mwk-x8@jD6Qcupnq6~~;~Jy1R}@dZ$i|6XM+6s<#oTCG$K4uFoWSL!d#5Vc
zKgaY_m4j)$DDw@QoI;QoXwdGbF|4dfCg&Mw-po(5j6{Z};3GDV#BSfhugt(t$HIOq
zvfCc^lsG<aFt!#{?$9HLJ-H1XwLl^kpm+=V&aZE~jU`JSTtW&w{H4@c5}tK<Iq|e+
zUg{h5=QrY4wQe6Jpcr_ElSN$Xt>Jk3N84S2Q6FA7tS8*_g;>5I*|@4v<tDiTiG&Fe
z!@V+y?ie$U@mtC_K?ALLPad^87Os43o4L@9^8(?sQIxxUnwu-@z6~oe+$Dz_lW(bH
zKl1ciIUuxt^g|q@Hmv(yTW=HlRJ5lX8NM&f!Y!x9x(A(q6wbc>ZK0q<*IanA`B0Cz
z)H{NMY~X9AsZkyFNwd(pqtsGE>tM><HFM1Hxq0`(?0b%k!D8%@62tf}Z3d>!xC*<|
zaGNdr#O+FUqQa0kyk+64`r9{oXgAxfVh8NFmlbKMwQ(;85<cP>Ch%B&PVDcRgg%Ti
zTyZ|?N0b*DIra8A=~_?iPv^hie-(4jg~trfOD`%~J=bb>M&c6>!tCny4RI~CQ;_|F
zny}@jK$2YB21)Ff_kx2Xl!%M?L)UgM`M2<Iq0wwly?H^f_QeUtTwCS2>iT}25_fh8
zv+G1rNajd7ci1(VrOG`j9?m>YQy~zM7pUH78qZz2D(-Z9@}+ANhK^j@y4$5?XiYpc
zc~gYhA}^%x!7;miVP}XzI37!_$LivA9$H%~S@V~OiUf(ktIkS}IwLu8&7Vkotpu4S
z3Adih)@66~z5LpsTrI3>7ep?fb-Tr<q-MkbOZgGW|G_b>^tjDXXr2)B8c~X%y<jrX
z<Jfhw=+nyz{`J>hh)TzC`fN_^BfLYo=Gn3I8dV+$a??E0em5>X2tT<k#C~^>#y5xc
z8j<=ZROGJxj!!a!zwbeXwtd#*tBqBR3tQ^3#CzB1Nm@Inwhg-6=DK6@ql4A^r^6q{
z9&CIOT#;He=-vAo+pJnp?Fy<VrVj5O&YIN8c7s{d$g`RG8T~1S9K`Fy0U33j|DbnI
zd+O3?@U^-s$NrP(h;4S`u8s6uy!NBgl1B=zG45i~su$-DnNK7u9@mRqO~o{PxnOlY
z+P|D-GZ-Dj8}08LO}X89SgWm?yC=<LqCG@m`OBVy{6mZ*hbTjbW<Mk;K8|%4Ojpfn
zdd_7x{`$ZT69wuy`I#bx?hpls-J%2;bx++;DZbYFi&BM|cb1%QcUsz|aoKhMbiUQh
zZzh`CNG#ev?CMROmXYE2NmZ>Xe64B6yrK(MIu8q`s~@85d-*Oh@=rUJQTLah5j}4!
zC}?N1-ERB{LH&^DlP?OzO^OcJ{l4AqRP$<*k!fw*)mne975sAVYdfn@hwl89sSioM
zbC1og|K}g9lV4NqTJOF)W0~zUy~-Knx~d(7Y{4JycypVs$(RbfR{)K;EPvJFhgaAN
zfeEz4IvtWK`r+jhgybUc=$(sxe&dIyBl8I9lx7`i)j##adsz>S${aD_{n7r$2bw4-
ztczlnZp<0RQhD6`U_s(x&EUY51D%*nI)#~A%K-xIKm58g*z+!VvSlV(v3n);@;|R=
zRzZJt>kqm@&J|3bP4kRZB~=qToB1>!D8Vsz$AcMg3P^dsELGuy?dSV)SPM0Sefz2L
z4@Ta75b^9(u&2y)NfNOrxZ-i$X!!#35;;d2{jawzcH<rs3Gk9C`jnKWBgz#|f}AP0
z?>eI=>iru&&GL1q)T{Nz)xOJ@F~!xB+>|VFW`4G8giW<{r0C!eMKEDD#8#dD?OJC8
zZG2H#&p4X%Z!!^}c`5V#d8xt7jbtcotUp=|im6|pj3Rpo1cMzbZs*!}R`k4={LAy+
zGNV34({A+X#ME>sA_d^ODIIckol7I7S$F9GeQ?;d_t0%B#u=h$-+74g`BaHEaRep&
zbcR0e(IJ})>ZX}>LR=iyJ%dX;P=13^Tt_+sitS%VE1k{j>-VGGOa#>4+NM=#{mIBu
zP5r1OoZ9({^w!Q~#ja2x*nK6JvHPe8qj!qYtN=y#$&Y@j+%*S`)O%0cG^)!CxOGcL
zc2smMR}=P8Kv8w}d_{xz;tfidYp`O#ULKuE4n+2H-@9ODfF~hFIpuh)iUf?bOuj-1
zlrl^afG<xc+Qee<0CKr+w5%g!Eg)F!Qfd+NH+O6Jv%1Op>n{d&0JxnQG`ERyExA?R
zy1I<lY>d%z0jMn*j-6py!&Uduvvyao*4s2wj$M56vC2I?2g%CmfT;JY<7d+ma*f2M
z7VVp?P)Ohho9oa1{(<g?Hj1jozoj1Vp6`>y2s=*5t6)wGII(IngC}mm>5UAMFwO^H
zPt@>4Un1t*`9N5NjbE;R<4F0!#bd!3$Gqg_pk+j_84E*bKm22r0mqU8)u&H-&LRhC
z-t?_<!5MI?3Ooz8oiA`ujjYes`qEUBG}v9aT7~~a30)4HRh#M66OUoRs@-1G2l6z`
z*4$<PMzYTfa?ekwcVxwBU;+Vd!OEO_w+<3+A$;p=7lZ=e*Du~hTE*$p;_UUduD50d
zX*oG7>n_LUDV(Q)Kp8=ARc<utqvk+@^vx>|=>E`q`1ubG9JO)_DZpm<O-9_0J06K%
zMzR?u$L3f*l5!+6WN5xOORrx2&C>$2xf-}Mskm`tVNSiL(s?+gpt$yP8UV)0-)cN(
zbv4<m<A~*C@5Lb<O`6x#GriW1(l828M|m~_%@)QL)991F>h9BOL%tJQxgSEf7Jb#*
zGk@r_>gyw&f9g*CC^#7=9_;5OCMoy+L)>RHYh&@=qBW=udTWw)ZyIUzs8g=gk3pt3
zQ5GGg%s1EabXz9C7T{MknXB<19yR0oa}A?d4w9$E)qDzX)p*>i-vmvQ7>v8*`2j{C
zSyM>Xq9Q-Lt7(3B24ie?b7p_=M5eUQ^=1{v&_BhiM05AP+|4E(lcoG8?tR=p3|fEl
zcTTwb8%c8l<=^Nt2(hgYtA8s#Otv~k<*wr_fBnn-ku#<3qb<*ls&CBL1pA!Y^P_;k
z39-7dBJ;|Xh(cG`|8G(KziqnmkAwX&75=ZEVE#j5|F21`YiHfh0^Fezi%E@W1;}Zt
z!&Gf(u(Xh%9e?ZZMU+3m=m~eI*6U9v?M1%!eDdaD8q3MFN<{x&NKsldb_;^<pIPtV
z{?j)*{-eGLJ*94GVPS9wG!&J&MBE<MfK0b5LDq6}FqJ!QcwtlD__eXLz^KlvFMQLP
zcTP8bue{PPNDf*BldC*uua<){Q_*wgiYGw-UYvGTVwYNmYVMKYoV;$gz{YD(T<RS9
zUjHfPXQvdHl0jZ{zQ4#)8C~;62I_N-{`{2|ctTm!FR#Tv>$Kc_tiY+?)I$v3*2oAV
zUC~U`Vfov?1R`1@1?`(2@5x27S-GIO#^E;DPc(&+JsvoW*ZbRleg7!;V%WaiYk5~^
zK-7;(bRDbiy^?&UWp!z^f0cy8f^0Z%s?-_IPDhX;P!Wt(B6c`hSh-uBy-6W|i~Ngo
zTD43k+4#BO8*zmem7mj)EV_Mb^kH|#%0zQlmool=lI!?`@gSPD=b)K+GAIjLI!a&u
zo?DMCVJbU1Gc+}21d8;ZpG@A#b1(^xMd|3wyt8dK5UU%amdXlbJiNBmzANS4lYOE`
zASItNekj(^)9Sbpkey~W#F)eUb4E+;!q5SGcTTy~G4Gjv2uhT-oGCQ17!dRO`pCq@
z8M^X*`#qhK4!j2Sw>xo8xF4SkRuljEjZ;g;GDtzsfj)rp0jaCe``*;iTJSEmj@ZIt
z>pES8RuSlBCPIBGiFi&onh2OKdI*hD+F3#5{_D~L+&Vt|(yJG1@()GHe=p<nN+vy;
zAS{_=HQ!>@xmO{Xo{HkgP4{v@=_qUJpGA3t`X^hy<(Rjxe-W{{yhp>?z9(JO8Xo6)
z;Tm!4n$!hg490hb9%*U*78O~#+m3@n`1!BB@C<f0*U!)h>RcEsAYfGrVMY_9S$c7E
zV<yg^c$DmLhU00VZ((jNM)~m?kp|K>rh=|)F2r$8p;Hdh()>9JWS;>h7VFb`*dd9N
zE(+~x02P`2K)wlQMdZhD{@$HB)#t_BTIvyGQytccd|(KXOA^L&VIC$52W`ItDUgyz
z54ktDuaw<wkDrtANGpiQT<KO@E-Y9XduJPxtnTmO_3S5V@HnS^0ag_^?}$6Bcya@7
zQc-7KV?J&4>vsnrx9wlM2J*Ls%b0{88xhD2WBw0+lbYoIQ1ke(?7x;Y$Y6z$65n-T
zv2B$Z<8NE~gP$ZnJFd53NEBO4P5cLp^q+^1Da*=ow8&U`A!6(H=v(z8Y;CxijJk0D
zr1B+U3jWGJed*N3VlXoDiwr^?>?}5SIoh#=^*OGcTc`HZQ|_MDyV%R7sqB-c;1dvY
z<j!O_l`D)=;|FHY5u8t68)rxDeY5i53aa5mCEZox`vV2$B`$&oJ%>Z4f9YWJc4p5F
zym?*&s7uVjklS_M6ukC7J-bim$#p-alUUg2M+Pll0g_}mTx^|c5qKk@@a?AZGtS-x
zBE6m+6HJe3M<sf^vQP-0Jb=(h&B552P5tTlziqFKyx>cZ6g<`Wc+Y_=09iEzE!(cA
z$1Zj@h4K)lIb5#m`I8z!4C*;TYm8!#COfcx3|Z)0T+@0bRjDYuDEd$5G~Kt}@~X#L
zBXHf#lhUP}+LfxD3VhzM72w6?+Mt60#Pd>G!xq$#_JF^}A?=Ypd@Ys7+(K#q07SqF
z{^&}ep?R(V#Imo#`9!(WKp^T&RqnZ!^&9RWcOQq0H{Qqn!_(XDVSUpR4;r|Vp@F-S
zrqa7tMCILGdJqjKgcAd3T*a&>K;XKe?D`_WEg2N?`f{PymU{gMOTCAj4kCT8$8`v4
zs-B&MI8B!u#a6d`*nr$K)R_*&rumNh_tv~3i5V9nNHw#%Ve?$PNA7|n62{86u?@31
z3KA+|efJX3nlfUJ$O?~MV#Cc(3;lU<w;BSx0}%kQF<WK>@0)nK4X@@)ie|CMamWX`
zSCaQb3O*qZaB?86*O!D2n@)@-JwW`-B_kNS&b+!Ao7Zr2_q!@etQtw)vdSeU^0RI8
zlNV#(-7Y;<SlK1o#ZK5|Vxc%{o4{h0U(x3uEM>g+WGEuEw(`60^%lsMJ`eaR-S@4X
z>EEX9JChW0!NL*Pm8dbmaKono+NLD@-k)zNTj@{dlzh|mr^o3#{aKykG5@Q}<%=?w
zmyww$8KCNpWZ~=>y6cI5GNnPg_gm}^La3T1mM?%gR;=^(q5e^N|HpL-G?-saLo*%S
zhmNBajT$LZ$fU|-4!V9*^VJ_)8w8<!+&cHunD<9c^j_h>^QFPRDEy(r(F!>t5NWRs
zd&~ibHnz6>v5|qkZ7iL_@6XRc{};Ig{@AbB{Pn`?`?^y)9N@lC-1v|E7BbJS(9FZn
zg#P?cxP>38qGBLgH*~COzi(<$Y0%1F{<i2E^jv;&i<M&4y*De@1<rkw;IsjT_@w`(
zJyP%eHgDIt@+9XO)M>%=$V}ZI9Hr{&+Q2J=7Aw;_n;m~drCrcWA5Q>5rUH*N{JkN-
z+*l(A`H;pObB!`wHr5s$sK5m)2CUwvOh!RkJCp$e4IILq0P2!s0F49(M9FK^q(Kzl
zu(j_?klsHW1tc_JuXdfMO6pC^)FW)<r3Jde>vwa2wYBY$|5ExvO6D-erjPdM6NC9x
z0O^)feNeu2K-%D8qCQD<<}%V1<$`mX>3%6Jm@@P`0)9v^$rANIVb})QkgVc<r(OhW
z`R?|kQ9xC`ReC4%u+oE@qjop28r-%5xqerrFS*u}bv-}w>wWAv_16NK7PJ;NkdZ(3
z1_#-efgq_m%x7T50_I+?Q$a7#fE)e#Vpxi~P0+c<2K%lf{b(e6o%)DN>^|sCh~b03
zKH~Z;R*s?SMIW*S6@&=>Y6s-dUuaaKxffje&HKmMKIq*aVR}NCcgp=7j@%VcM@?d_
zYrP_<_7-YBOW_z!&Yl9;a4l7(!+pq3Cu|$jT?Gvb{_x89?C~EdL4Bt4Mg5&8*NM{m
znG#>Zlti?u+%f=<TdFZeqE}YE)VCjZwJlckGS%<Sat<5FD~@7_YdR<UmkJJpl~%sa
z-nM^}I^B_&DELUD0!p8HP9}mF)3#SkU8OPR;smKhLuG*ElBX9ZW<U7Wj7-eAoR|Q$
zFCx~3!Y%%0uXi|mJ;9+&k9qb$d&RT`UP@&IdfeilyNE4q6BFj$yOdl%pPSmrX+l8S
zS~OWLI?_r-irp&BS6-e!SF17y=(wE5mJEV(H7&ZFei4T;-dXFt*jae1yz`l!*kMS?
z$G?%p10acqkLi?Iy%vYCeWIPOE`($jbaCzumFn84Dsz(Tse9n$6?y03;+RCjX2)f@
zniCs8pV-0O<&f@w5*8a3deSIegqgM<^{DB)g!G=N!!c+33(O(q9KLs{U0ceFQ|7II
zuXw2yKmVl!IC$;9)5Uy;mH$c$za!TFmS5W)Q!dV%dLrfLKlvL@J9b?sM2mmF1N563
zWl9bCE$mk6o<EuQzqF;HL&}hU^q2p48|Q!`Lj^5<!&D`@p}--E{mcBr|5GEMGk6of
zM=<^0`>tC0VDyZl-^%U&8czqsJ0Evb05xf&AY6bu_-=JhPR@zbF}^>)1@(3^i^*Vg
znYDRU-jndZ<`}K)d=*Ih0H-%x1Iq3$;5IwKAcH+%7|)eRm`X<-lsyA%X(jdek!4fu
zjzoxZa~L0l{=V{U%)C>F_P1=zA=jZaSmQm%1M9i(e2AF2Wnelf7x$@tw7i&o6A)58
zJX-|K*Sq+^1~N5*Hj+3zZ1Tk#Oj0rG$_b;lF=YF$`Dx1prBaURaVY&rkgRuk5ix_D
z1zO|8U3FuQ+^h9nb^%it@Eb)If{=c{M2YVM9LVPyzZLvxBOInGd%V&)asJEekn-!<
zew<JkyjEbN^Sl?}H};%XlwWddoxrWWFpo+Fz-YfDCi&0%=q-0JqOcgtdPo9xTO%~Q
zLI|YOXTh9Cl&f?7<!6#X(&obbg9#B+CVhu|Lp$dOt4=4Yu70`L1^9IQ-}$_$V9sI$
zY`%Jhx5m5#Muvl<mu2%!JK5D@&OB2$I6^3Xs@kxTAgMT;fo!b#_W4xTOjl}G^kKzL
zPR|l4_)P0Cha9c4>%hSAIQ2V?8-pdS9cRaLKE?m@aizbD4uUVMh{#J1_{=FjIG|ha
zpzXTh>1PtnJG=p_H&xEMHi_fS0Djc=R||xL*QHa&6F+lwFZsXYd%P)_8WX5nZmhe-
zneHhAYzH-`s>KQ+KJ}Gfe(O<a6S>wG%x2P3-3hJ9u!ewS&b5IVk1v7bD4VlA8jJ_+
z0n|0OEP!{;0D^fqr_}7C60uopoH-y_1ep9VAVDOEml?^TI@%V=mg-$8=L+tQ0%X#v
ztiIvh&WXvEC<3aWq!F_OXdU-<O5W*#(#`_nnp=G_dMpkgaB3FILg;lJFNP~?#&wbr
zd5O^<Y_G@v?1p_*4j4ZwdBFEIPh;&(KCZZ5j02UL$N`c=G}icf=G+pf^^+Cso^Z&^
zw*kRmKk;x2%&3qZVH79<!y}=<Chwu(So?#r76O%=wz^9j%y<dfGH%E3n1N|ql9q_y
zYN>6Qa`tDLMi`R0mM_YlRH6>iLl2IDzPA0BR~LGZ%>Y9Bz-g=McXw+V_^2s>+0-An
zWGAi&<_Q!v!C+Enn8xbsIjSp?fsJQuZq8~dgFNu&^?csLXFdY#6@9k`Hv<?9F2IV#
z1V2kJeW7y5cZ*+b##mrf%EH5DG4fP#c!E)?lB|mw7-q^+I!%$at{o5o<7G3$XqNX_
z!fHT0a1b+K3hdTE>{<~ADTIT%zuD%-!Dl`?p?Tq#3{c@(y<x}_(2~w)BJd2DmvBpl
z&3)!Dl4(9>pJmq;Yu_F(Nj}f=*uj0Bmevaj-IhhpoR`DsYnQQL&>a7aavWA$8@Sd5
zW`u;9P>1fc`!B)3pI#OE+l!KqG*8aJS+B>`?V$B$@mLJZe_GI?>+@#)n99anRu=~p
z^>$YgClcD?d{IXwh!J3H^4V_>K2-Qq?91E45J~*Ub+w7Wea5+D;fn2S<HTI>fP(^V
z7huxbRhpFKo{x(ojLolHn(}}HaWhbOr>q?61AfGE!IhHc*{#5t0;%9SSOv(-Q)Te0
z>FT2#qE0;rEd|)S3HD>efh=zgHod2<N4EXp*6o?oF7Dy8kCc`wE0*kPOyJ490z)Xj
zFy(Q-<4zo^2tkS8(dN2eWO(+}L9@J!;DFUCsJS~p_wOzK5+?@z%q^#lZww-MKfvZ1
zrgj1f%uo1W(4Xjv6;=C;su_kMbgGCoPdQVKE`-w4hzyWzw!s0-&3@oXGu=;QGYae4
zuy&(9mPd%&mOfNuNkD<%qX&mHteTG5i+AuMlSA8DD2;QOQJFpudbAXxlmy5UeHw38
z1o-vaWiwqG)`sSm#~ToO>~S9~9Bc~Y+MgrO?4VL_v4Wg%;{ZI##G+QTC&IDPCu9-g
zRrenQ27?|E*l7%_<rvezc*`A8fsY4+&+LKYH-@Ux&as=2#VmNo!DQ0nZS2xcJ&8Wn
zZ#}y}==~&{xuTY?Vt$~CT*9<ALVr2Gke`)_txjrX+2{12jf$|<zlv2cFB0?8JPcYG
zH#u`KnLZ-jt!N>b-)po%XEA|vuEjrF#Z^ER7y&+3&RENKW8j)mGMG_%wdBskRtJdY
zo#;$cRdn*D`4wAK$~ZOa7=zQk=rQ0tACegh=0)dFh<hk>Y{O6Oe6(#x*cz2CSc*1|
zGg{dmSHhr`k^n^}o<TPsscVfD6)p;iO12ud@-!T6F;sHf2~DtMd1%VjEtUCMBis*O
zwfpHA^-bW7{ru0gQ8&w0$~D34-DVtm-&c9{;BUKyX25tt8>cn%V60jJM#AR}!QYEr
z-vn8)KZoKg_*9>^b?I28&hdSogr+QmMh0$KcX1-{3Lf}^yBdtqo)pk%(FvP!-z|<_
zoM*>frTUM&x3de{RGI@TXL;T%qV#BLT5t)OMO<QB*EkgseyL8$W9n1>do}XM156#s
z8-SEw6o%)A!#Q|W<W2Q-=1UWPM<hohf4WuWVjcL1Ke(;@Afw+9P49Bu)G-YGu2w$z
z;T1L<qGtG4sd%?FHMt#cy-J_+gbkSdl<wBFhn1Oo9?Yg@wYjr1e1BgKM7WcjW&dx!
cv&4`7V)&b9=Yx1K?!84{=c;zG*6m;a2mR^#wEzGB

literal 0
HcmV?d00001

diff --git a/assets/mssql-time.png b/assets/mssql-time.png
new file mode 100644
index 0000000000000000000000000000000000000000..9aee47a23ece84fd72df3b56aadfdcd2d670aa29
GIT binary patch
literal 14427
zcmeHuc~p{V|F=z3mR3$<YG&qCQ&y&qnOdUKX1iLMnwc_cNrr&ACJHo_S(;i|nhV;h
zl?$$*qEeQcxsWRY0=aJpxuJr<d*QRrGt)fp`<&<f{qZ|<jvY?iH}`ej-|M@6KHu-{
z6SjwzE3HvdP*7NY<nV!03JTw(Dkv;~E?Eq|5pdpFD=6&RaOA+=(^uR^*($B8+CpkB
zf4kRuk?M)(kJH~j{dVKZoqKPO!Hyibw=;c{Wp#C-X><FJ?K`(2_jpF%-n==_<W%0p
ztRzoc)m1y6czgQno70g!kKFvT!-+iU^&cKzT|&lgCXDgf3~capg@9i#tw{4v-53fF
z3QC*iluYn=^-S6VuoL7bLm%*=Ao?a;7kn_URjSIr-P^TPLE$Rt@t1EE6!y5BxblsH
z!ejj{7T_13)K`J`P`Ie9WCuP97yWmBra4F_!rraSiR~V$mWIr9MX)D_TG+Yn?>b{3
z{6UUXNT#UTSs0zmJ`vfj(omKbDkwK|M)!WW*Y)&$Y2ZlbVAC@#jvK{N*x|{Kg3UeE
zg5tugLpj{XiGdKLpnTevL&Hw9H4L`hfr<;DnKLW`PBhfD4K?$ni!lyQ!<r)OYFyXI
zBwQImKU6w9P$0CN?leZ=MMD|vEa!sGM@F8VjSvAZh;c!~4Ar?SSjd1=G+<#yE<^{}
zY?{n@EcL9WYIza0P$U|(z-<4He`0FGIi0GOXi0%gDt3ylip5Pn>$((vst|XvUy|bY
zaceE6C{k>P8;`R=64{r^$z{Sa5@wXJ6Ui*>m4wap=%{F@RrWU|v)6_4PL7caYFtP@
zug(ZQY>cgsmkl0*eq<V!4nB<>XiPRUbO{oVlHsE|Gj9~{lVH;E1k{JS>(yvu@2qxZ
zpDWqHI;dw*_NDUm=-Hjm$if6p$71vA>y&RmPM0f~Kf%kSjMe9gE<FsDOwr>CmRLI$
zO46IACzuFg$=mCSx+4vV#=7TtxS4l4>NvNH{pBVFs0<04D{&pS8qG=_U1;q;(O~8j
zy*$bVRr12a60$$hKwNEBaj!_c=v9@@+*_UVb<!~%nGr%3MV*OyK3d!plZnax$x4_P
zdx3S)TC^r36?3Wh<@)jx>SVR)C(X$-Dws8$A$1axOhl9&ZG6BZu~2*@Iy70FNfqgl
zy<0X<Po&8@Z4!5Enl*o4u|w23V3iQIPgwq?Qn~i|B!oHvL4AJn3yO=K4os6yX0YoF
zsps<C^c^3}fqh&acgQN2hH}Mj!6Vt^o0%n3BXr6{BgAkP<CQ@O@}r6=)Dfu=Eo(=1
z7Uy}Cb3W8@tHC*`nz>ir=r!R^q)rz@1Z6FuMO+abFL9c#m@YTmZT~Z?a9RldPp=KN
zon@5?nTR-Ij!*N7gcqDEJ<+`*@44b~uK)GL%a1BW1y@WE_}x*4Ip$hTAG!TbRFT8D
zL$L(O!?NfIEmNPDXP|Z)iG5UCH`EghUaO^kHR8Epy&YcE@*FC`A$!Z)n~&oe2%D5$
zM$WVfk4f6HSt5ZRUt_oqRorzm@&a|X0ezp!`t)SK7AJL#K01PZgI3{sme)+h&#uud
zsK(>$#D|_qu<Stk1y+4BeIItrZDjTxbncxGB*@WJGOZ(N(s9U|R*`*CVdO()6Hq%Q
z&%_5`Xd0R(gh7%^0!P}<m#8HV`DZOL8B+W)$~sDYQ&ll?U^tW5$kdO(G*4}>oUL>V
zrMm{(#Jd8cd21Zn-Xa|b%KKvvi|NC)fgV4z!c;wr9S;=^K06Z1F+E-{y)UXV#C5HJ
z&VA{fCBdvFKkYYx5fgW>qP9(J-<s3@^RYhtY1Ulr57C~nmZr(4=XQ-`733q!CYz6;
zs1jl3*_z6VOW3J4r-HzVj>kGCmrl3&kNPBHhmSKf3Bgn`+hN3cEoSgZ?f3&~R$JLz
zP;$Mb#`Klt*n3q*DOV<)&Llm&iIpUh8v?qM%mXjA<v(y0tU?(^8#nIS=t69xMyqvq
ziA=}ZS_To}b<HoUV7haxoyOH`MwP|e4A*LP^>~>uVN~f9G1Cn(%?_qvN6SbSX|lP2
zf+>E<Kx*WLp!OQ(=$p1d;T<XpCRo_z-@GJE)hdU)y>0N(@-%LXwCN(A713G9w)))O
z;v^_i*Yo2Y&&ozGx;uJoh?K=PyoLjQ0nW1OzP0f_Fbax3LM$Xx2@;l{sc;Iz^wP<>
zqh{sJdXeCk#8YV)pIA1atR)-Tp~uVmj`Xxqsr=y1eCmw#3>+$EL=HH2jGyM1dQ59f
z^v2maHfT8>?=N>V_TR#32I4kA=gyADi;=>%YGx6FeQlBQHm04`Z0~bP5+bLT>C=6f
zaUhB0(&e?V16_bX4v*1`wCQejjYpZD$rtVMvT1x;HazVU@=*SCJc*(C%LAFzrJ)W+
zZ~W%WFFvfJthp$`Xk2=cD_$~Ho559FcjX5c8Y-)n<%K!8fe;|Mur(CL^fI&W2y__o
zO!hrxgx3-ei|-#ZsAXPaKe~TustD6f)RH2TG(Dq*;pMbKwrKjHliRCZtd<X<E5I>G
zi#(0tjmN9w@t?+F5TZWKsAg?k_JGa@4MVq-LV|DQ(%PPbWcXYlq)4Up5)F~r#u<Jz
z>MgriNKMdpi7#SBa4@3b^7ihuXd9Y`2=+==N1Z!H;t#iF76j?pHo&bW5_|KoE>r!<
zXfJ%+q@RlH=8u%74;?#X<t`mI7Wml&d}8Qk%UD^b@7h`XLMZS2O~U%Dj3&tiv2c_>
z(-UjQ4DN7OoPK48-R44LB15*JwaW9T9TCX^3|*_S+vjD41+5`Odi~l+@}$MF$T}^b
zin2Z&YrL;6&XlzjXzz(=Y(pH0q5bjILKTaj5O%upCW!X)Na5{*)P*Z{{orE8e!|Q7
z@GQoBTZyqzU)rKv%8Q2UDprq*7`n{)<IqF9ikVh|sZ&8_{RtJ5o6NkMpZi!Q^G-=k
zNA*^wQMXUU1ea|@6f8WJZM-mBiflG^6t<mW_RE%!7mChWj?tIPOtbIgrHU$3<492H
zOwW;ItVw(QU*w;tsAXSWeTIV=DC!#{doQ|{=fO1Cm}l(l?edIeEG;E46)zPH6t!JK
z2i6M<@jIDZn#II%630r+Q#Hu>1hhY11v|K(Aqwuie5kn}=I3GkfF=_$gjE6Dxete|
z?r$e2D~{&58e9lJQJN!bD{+1L9q!ZkJ5;rjq27|&k%*qbYsv<PrM8Zp3@*noAo~{a
z1w&F*QOZFO%eS@XL8i0WPG~J7ag=NOJ%eM@c3Q?j+8@^{9qMAlmA&n+bK#TQN-LUj
zBI*%#FEV5ZYf){nI_2h8f#r>6;`Qy##AF`Tn{{=;!u&u99c@A^L(UN4^nh93h_)=l
z48u&<{vj-61Qyulpf)P3#Z=$XbWlB!iBFz1FGR9PeHFM=M_8t=w6u$x&M;~}44YB>
zREU?Tte2KXUn-=|)mb!CpG4P`(HjwUJ={$xILo9|LSezSS6|WE(c|Y!WAK}I+QG`{
z7D1+Mk@k4WPd+8t2}u?qex!P+OOhLPHXDuA3-PIn!?W{TBUa}Z#0EvX&rIc3CBjoR
zbKKs-%+?-SFViIqt4XtYhC$J<sWGmY?_L*0cSx#))BtA;!8?0*76W+Xhuo15y~|Bu
zobfV}7i&ba{id~DTB)S6fRk}fwx%FpAF9{q1u-#*s&9E$OoT)HK5qV8_$b$IB$$g0
zj%6J;tf0B{7mPf$H6MB&=~3lZL_a>&$KBkjMSNHTGy9ucg~kRnub@SepWc&>t9&zr
zU^&4;<^!G5{Qyfnt2?qz%*iOKt?u+M^5p64Xt|LWqR6b7D^v^MAo_;trq`5qN9t{B
z&sK9ho<7GFTlC)DpO4QlYwjQ`dMD#&4{-$7M7-k!d_xxDNLCFV-?dALq1hhbs>ef&
zk(~|0q%T&gJNiV7r?Rxf$2e>I@rTFAEpm%&<zBxF=?Dv{n_wm(?T8L}OQ82mJa`>>
zjENSawo}%bt{5xPU~f*(1IdYi(p1TclrieHe4_TL5J3SWh&n123+$M4h$0>~V~)U7
zy5$&o3sZMTf|PLUCWwbd>!>y_&D`|t$^(<<9h|JqkwgCwB6y}bC90D#^(0Bqxt09W
zZZ7Mfg2^9xp=7t#ZemLe_D$pJe*L;oTjLR7^`q>z)Yo*bl)+2ox1(x8Z5Ymn@$9qr
zIET;k490v*u;n~h%SC$p&5<z42#gjlrV0@7qoezyCD9-~5u6_lnmB7IC53vxuo)xF
z3a4W;sR-+j{ZW%yp62UDMfH=Jywe>2P)~dwWVq!536^v=xX8>nqFcWWA9(u1ytfKL
zHjr4Zx4l`j18HgJ=E8cS&AgC~d)j;OAB)mX=My%RUu0UH%<!V660#FGce`ZEZb`C^
zY!hHjS$r}UB%HQxg2EQtIwo)N%LjNuEPHnLAu;Sl_v{c|6he&q=+d92DSoShJ8^k|
z=+?@O`BS2CwCZp){i8ja?Nxo|8Fnn(Fl;@dfY`wsIUuV}ESqkMJ1DN>U$bG29^5F_
zVm2(B*C$=cR;?%uG`4v@GDCz5WC$;D+b=s~%LaB9pwM?1Wx|7E7Ruu|YjhxJcqnsv
zO}@<kL}`p`=9>I{J0xp5BDcA4w>#%Q_YkXh(F|V5HZFupN4Zjc7ryM9{n<006`_O3
zyd)~>179UKnUJ-mP^-d#Iydg)nhZTPMY{L8D28BdLz`jlI#cZH9>lm-KAnm(7><_o
zrT912#=kJrV4z?2TV{Y<2>nW$`D`EO=ZQXj8UjILFV2;1WvftP49fRZs8fo~1*-Wr
zK|zw^A9Lc4;y3Cq6ZdjjOp+T&Vq}-y!!vF|*0ZfLgHJnsx{t{SskIHEgwvcIkd6qJ
zO;4vkt)YG7Up0@gXsOs_&iu7=v@n7F<+}>U8Mjj*$dI|@13b9nCGUXHbdGo=3i}4C
zjC7|TOZt_-aMMOe;uQYj(W$o3<qULmf4Nf{o<5O4o$Gtv5IOe+J1fiBpens~D;(<R
zgU8V+9ET#?H9|E%42i6cmwcL=oya74yHlfv(?&DN(WkQmc?<V2Q92$rBB)Ysu7}w}
zax|v{=Cf`o9x?g&`ihTOTY36&O5$`VeBOhn(%X+xuuo;l)Y;@-#1G;J-ocBR8J{O7
z@ph@0;a9z={gBnHs_CEw6iJr#hl-e79Y<SO4ZpXDU|Fud&0z#<+QKI@=o-Qn+aSx=
z>}+qiX_(OAo~!sgRNF)GqPXe2Oz#LJP77uHfLuRLfCT42W<Fmp;35j_J_^YsyUvOV
z5v%t$Hrv87n>Dx^QD}Gvi}iu)`-BQ%vT1chc`PPr$dHov#;v8g)jdMnacrGr-ruK5
zz8IcdYEo+1Lu3J~Mw#a6)R3rzhDAf#Z6P#oFIQEF*922*6b;czvZBj&KR+w#F26bV
z%_d&m14(pCpbyp)K3>TUDAFNLGs5_W<SB{q)oT7rl5v`_jU2sI88UH+t1v@VaXDtU
zn-kDtQ@g7Omj_aeIZ*cctBp(+E{`L}s8tP3B?cX_#-OjUuO_Is#>ZkmzbulAydD(O
z3H3Tb?QI6Pb741*&{fb<M8JwFmvPzf9-SfY2t|xb{i6cnj+OzD8R`A45a^XCnP-m>
zfAt$tB>wtye2L=Ocl8mZ?#EF<QJVfjH6Iam=_JuJYUKp(OZ;S#+ejJ)s;Rj1oy_{t
zi(?6!{jcJ)FN!wKT+}w!VMbmzxC31=Y>mFfcEj|<vVZ=h<-t|K)!__kq&J6Tno9<k
zOQUh_9fFtXvi%B$F^MY3s=XSUQ$8W&KS^~hxJ1(i#X<4QO?d)E>O+o&^T^qwkJW_G
z<+<FIgrD5^`I)kDb#&B;e68hM%|jK9b^aT`i1SYq12mQ7QqIlgT9uoZMutFTa}(}y
z-&R$aMur$y2X5*2@u=Aq4u5+*Y3Ej-VNBlj;;dB@juP1=Jz>$w`edV={YG$ANcC0=
z<(rlE5gwd8RY&Koe_r|{Y4m>*;0o_vuFQrPQ&RC;!YJkY0tX!GAwiYf^nN4v8;fA~
zy5GCN!_j1?m;AEGkQ&=F7hZJG4;rDXi&s>o*zi_oeA)gew?psj<f1l$laZifX=c_c
zF>_0Q!)p4IM+LXFdsd|`QdP%TM^!v7o!Hi|4RL??&;zDbRi@cvzRKS;&oia6;OEMH
z#EVTDr-R+9$~<+m@=x&)&mNh1o{R8k+#Gbr{)+nXGlOdSqHDvAnU8{bHyj)zvB*^u
zUUx=L)HB}4jJfGs5X*&U%|gb{lf`@r1=wqgO`4UZXgP^h8Ls>;Jzb71p_-mryZd|8
z-rvLrwcUzjy&K_fO-~KyUn>D=HK_kD57o1<gN*JBZasOZBu&DDqu$+I&Id)LA6L{)
z?qqR<roo_|jmXq+q~b2)?}O^UWMiyFvm76Jik;|hKy|;rjhY&6QyYDf`{@tFbJ?L?
zCgx0641j;rCHgL;8&REQArqZl5jyKkH5`4qyt8JkfCJKF0=R15w4H3yP7N9IhXSi{
za+VG3*Ad;N^u@bW_TNx@MisRY^J`cnq`&__W8lU^F#!}_epK>~3z4C7V>JbRjx%iE
zcgs=rkBo8v^d$$1)L4A)l9JEYlsmt4y<>Ai1)~7!vmk@ljO<Hr!@Sb6#1ygu>8|Y7
zSN7~UJFCP(7D@6`bQw1@r}X1;ZSz)b>|~QO#d1IwI(uYXkc=v=)%LG9LV-e$F@E+B
zw?BQftAy?rx(SwT)}3Ex;14GR#=B5)<)NcR^iFz((8SEYzuu=r&97!%XqHPwSjefD
z43h-MbEc(pq7h;+ceXM3K9OXGWcFH3m(Vs5@8xe8D;>!>W}tY65|mAu8?R$OiCCAU
zuR^<GI*zlmoN7HEYG*Napj}$6h5iwap@DMi`J1VzHq5`<rgwOn+S%yUP+VE)@T-jc
z8pDd2r&_>`3OkfaF4V<eh;1>Iai`*0PEyBj(^IiRX8@BH^YUEbnr`?ZWo6nyjsWP)
zeM=#u;Q(pQQ%8KJ_+|PZYD@X4D@^()L!b#ADF}ef9c?_A&O`VjjyXS3chg&=o;npT
z$g5db>j@3wgbeu1etvsBjz~i+m9Ir4I4^fzkL$jzTS~-DW!Ab%Q^vAve&6`75Lcxd
zd)2=zZET)?rz8DIJbicl{%uOT^)|e#+|gR^r#C*X^!9;kl(XP$ov%2%3^oC>%C`VJ
zbFHNUG=awf&=DQWKK+MwJNNq4ksw0f%0p|rIAIeFz9+|vW`;7-QY}fu(w5|qJJ>+B
z{d#)+_;lHTC93VU1E=|@P=s5rsYK>}6uXuNyb|-^P?sj*ZM(2*6ei*XJ49_FhLHR5
zXdW@zgLCJycI58l4kI^LlcEo(;yemVKoL~*-g%~mhsi|rxP6~wqem$vx@FGrj$C)f
zc-g+3jD0k8K{vk+CiU|p3;=|bXHYTY0gCOK3w0XX&)l7xYZ)O@`R!TGadVw5AUTQG
zCmW~4S_&VD(*WY#d$~YB$JMm(!^l(Epp7jH6xY5HT<QPnzN(5o<RlkD-m6&6eC{<r
zN?A~YJ1qre=c}^<kmDZ7sVdBs#nJYwSU%8KQ7*~N&gdga7zJ?MsxA~|w12)#eCrMi
zrU5K^7OKY>_ijlqd8p^)RcBbzd;d9`f55Dv0w#uPurVXqYRIjWwOt!^W)F9qTfcoW
zQXRYZD<>bQ77?SQT>jJ=_LYs>b~*p#{=}(pQ28~4_?4Ku`Hz;6NA!PkzF&zcf8;d(
z8dD-w(FC;$w%e0Gh%6q&Eq@DkBk<>#xZjT<mz8MO5_fu^>S&$%dK6j~p0VO90qW07
z{~WIWl*XUZ_|sDUp1uBWHHQXx&<{(lfxkhYdUj1oP5cc9rEoZXDI|6N>!+%hr4{ZE
z_jNG>D{XcEa^vZ5w^&eYI=a5y`yKcrL@I>C$x9(Af4Sd&<>N0rQ}+nf`KtljzVQo(
zQ*n}Q9yQv*0U)s_LO>qO22izn4kwd0B|7(y=UhGCH3ZVzWLB>Gb&%TDb%H#?Eia24
zPGsv=uK4@ny~?!KBojm@NM<Vg-5f@WLLL6`42AFkS?JJ<1UYeDP^0IV<qI+(-)9G-
z{QyJh*HazsAEjZ~7|#j<gyLc|ulm(=Djsj<`*}}roj&<|9U$ukUJXfoH&t}_fax?0
z2CSP?S&$uzI@_Ndhh+K-Iicv_%B8x+hjg$zUEJ*dvGUchE|4#(lP|Sx3+_*Zmrl^2
zPy`eJvz>sy88St64!U8d9D>KHG${8r9`dR~LjIcimar<Y6c>Pxo!XLaYdLkAe6eW*
zIb@>$`G*uxvsWRe3$d(twX|x3MUTwTsqzK@QdxTLyQT6&`@vjoL2YGAEFqY)dpGM!
zleI=kwhQ2X;aOKZ-6P1-tHMr@!-gPEs}}(x9d@cUUCt=JeoEIsaT^~nHQUm|wQc36
z_-)gxC5P2hqd|^M>Fg}=XV)hh#}Qj415B!<atHF*@^u!wcB>|xr34|{5OkIlNoL1e
zq*`Gye*G<tsir^jeCM}w%hvj8Wx>rw%Id|EX)d(HbOKZzfqG6kS=%i3<K(2mHYI!U
zQ8tXzB5Zi40_FA7($YGSX!<qNfW<q1{g9O#4;Hs&I>BQ{5mR1DH1~HmH_>C#`4wV*
zWS=DxI{Ep!O1o?7uM{uqZR0^Vz`UVa(ru13X>is)AZt@cL8TZ}0H@iamSN;=552W<
zdhyeRlH01fo6S}+*kjfFN7HDx*IR$Ryd0hhzQ-y`a$F@Rx^2`_N7}Rf;VG97`o-NP
zNXp~@Ja`N^I^1yUt6Fr_SqeTO)b-bzPgnk`U93uFZ~oPatQ-G0iW66YlK<(5m1ro{
zpk4Fkc0jj#4*PCfcxA!J4Z>fKj{k@f>mRGXG;<ZW(HM|jxvxen|BAx=el7mL)tmiK
zzLyOZH*Yv>BTS+HvG^N@-kf^!#m9!4yFgo=pE7?bI*(@6wKDhg77LdaL!Uhn;gHSp
zLkvJXSRD>Wd}NQXw{&im8}d_^XYavH_Ix+N!7ke)a*JfI*>tdrk>odxF;faYI`5&|
zw-_nW+8<EpE}sOl#Td6`Yj=HO`_<`p4WIO(*eL(zt`nK7&lUSV(XzPWOH@xQa?8x|
z&G->Gja#Vb@1KFKmV}lsnu^@3XEj<6N57grYZ4CG^y~fU558JGnLs>~SK08$=w0+0
zlaI^S?EDa|W!9+gR<_Fp2O4B_!(Us%K_^m>Zi?@<(8;Dl1$|uzY@Z(NGN|xhUCjKR
z|6pDg*(W_#rDkspCX#>HzIeZMeE*8w?_ERs9-@F#=C?V)0zubNp4M)^^Q6v5TRp1=
z04L64C^KU{1$|Od1!(;!rQxL$jGm-Q!hN~#D>XTKr?SALk3Xfp)Beg$Q#6Mc)Zre%
z8<V3Q%gs7JXP?~4j#qo023lpVzc9J+o0og(bSBAn)-{;j*WXAO@oG#N0%WFr-W=#a
zIJV9XfKR(8N`NyKBvRS!CiHVXLM~p`ixA%Y?UR-$*WIOty}h>RNYfP%GAN*piw+u;
z@`q<tpmVv&P<#bMGT9P`*efx9OyZ|Whtf8~T4J>!?d3DwQ5<8$lHZ)&cj_?}lU`3+
z0sYe{=jLnb;`KAdbBa1)xgI5wP!K0;sqzLbMnjT`o{OV>vHkZz%m>H^Z=bwEO7AS^
zTss^7OoGdh#K18Hck>DebQr#zRp@Ph>a^{npPqEjs_NPv&*7e<;;`c#q%MsdX{qB?
zrpU3ZUF|mq_9pUe*%!eHJAK#Eoh8TEN~iS9(Pd-R=h>}*w4Vo$KrHqnuT(FAO2=Z^
zV>LRkCdW<xk!Dj){^muZe{<ZZRsXuh;Ael+>^oTD(%7pnK*ExQb6;q_z0+vkzE~cU
z7YE|E|MMk8^YbI__H_H-M;zn@@~TwxRlfs9{CVl0p&7X}bmnT=-!`>f{zy<M7Q<$3
zc1==}h8G+KNb+?*IhOx-2>8m~&9_i@V!3K&mmfy|{vB7r9m_YpR@?%rbd`^Cpn4tw
zk}uQsHW3*8gO}?bgJZGWk^nGhy}z*wHx%L52HQ_O#aumA4-q~-2jJ!GzeCsSQkFh-
z*?;>t3kDZ{;enJdw(0ewf%a~6fguT9dEFTJ=Pf5K_iXLg4n1K2@N~y{fV$#U>e<%h
zs&i<Ro^{ue@5(ifo>n;l!1Q$w>Ht=yCP%@`(62Mpr@V~l$*iL%uY7+%5dMAJ!Uq6d
zQS6h$;qy?tAbI$ebx~wVnJ{-r+3@SkPSDK8ZaSnxC<1;ckpE_(N<b(tF9Oo{z`heS
zC>0F&ut*IJ1PDEP?e6AL0HvZnKG@0!CPs@V!l)cz{dLQAtU3X#>c$6MYB`t&49o2I
zz+LA&3%e`6zb{-j*QUS|ZohbsGv96a(rRxP2zvE==iyW#KbXpri0IUyWK*P{vikPJ
zN)4?S5?uQm%}27HzX|&_oQp&Qd>$nS&Z{ETP?a~9IuM=FV#g&e?w16$O3eU_>(mB~
zYI5-SYhoUb%(*_UbUco}PW_iyi}73JNitI2DI>hXE)7%*=Ynv+wzso<Xo&-vH2dYr
zXZbZCvrS{=UpOY55wg%kxd763U4F_czU(P1KKV7Bxe{ni-y5<hy%wPowFfdXSYQfC
zPQ-wC#s<DDzXmc|XzyogTm-Q4=lUjBzWhwaiiNy9LeVl<0Y^AGD-6UH{JVEhCAr*N
zt^SLgr~hOxOkoFeEkk{*pTe#%88&#x!o|y8?&|S|8@{7wk+Bp`tKm5<wXZ3vlar73
z1E)Pnx!Bq9J_qZcKQQ@JnUpuCM=a}JvFr0yULIDB&*gc-io`5UQ=dmJMVB0eGkl5w
z=tC+=ph1dOQfd6QDf`KRDTNn+e%V_B2%fX^yj!LoX~jpq9~$2LvXI?i#!X4tTljQh
z8Z^3PM!vaQg#Elw=kVg2ghYA1+sS~Z5%kH)_{!v{td8S^u<=@ykjJQP*lP!s6efdy
zoHj%|tAgz_SuViR%B7+a6wpr;r!0h@`));DJpKEB_kQ8Z8k?)&GO2{!k>?plX?VBc
zr}IcBw~z~`jx%YR@*JcbK>rLsiga9#uHuwxE0r1|)?v1|pv;sBm#Z~vX<HelS-JD4
zlzlkW7#_p&r&+S)SZlgXa=&BFxkP>9CW~FF2go;nYn;TKj!$3Jn0dtWKk+hh?(1uo
z_kZQqs%K_gFRMB+zT)^UUK=Fs>T6W&lo01OuNAr4{N{`Sx9at0wEH!s@SjKVf8o0`
zZCiiEI$r)y2MB1_&X9Z(A)l`<?0mfUdguGws%%h1>*Rd1DoOIvR}P|Va6pIAT^6r;
zE5|>8@2l)D^(41l*h6Vs!^N6p07ZN6ok8d~DCzy4jAEMy1Nx{W(HMR+Qz1ME^n{mc
z8hhPnxQ*$daCSUyi8qAtSM2V+8+je|n$v*{)cj;SRUHg#7-}Qlh{?56G^Eb?jSB!5
zQ5sx6;`(;Yo;+9Iw~P3d%7)95Rl%L*7xrXCuQsZ5^=~jKQS8Ue?*!7OCEtk?^?P#<
zGCRoMg^aS1mWNDunO*tv`RC=2JJRja_?zugc{f*R52qhb>~_pP`%pjAtYSoeq4{XI
zhTCCja`4YNW<f5liwo_`$JkE(m?^y{8y7EIeOD3+h(|fM$vO3S=3va)AuxHMvq`lP
zP{loRBE`qKe9RTCd16(_-*%(h8!f0vYRQBx)iw&7@tu})gEErc65;IyTQWhjV#)gb
zH_yk8L<=x=SD$`>{6yEHWE(6rUylwGWBhGFkN(Bv>nqGZ$a_a>sc9kon!%rcQCy5r
z=yOlI3%;ZAF8|JoXc)S2XbQFz=`V+Yq6|tu06w{ifS1nl<I?8N7b~5(=vfnEQxTK5
zbQtil0coPvjQk6K5$MTY?MEZgY{!HJgu7-H;!Czf+@^r{hPW|hGMKiY{IXDSbMOs@
z;O7MwJXBlXD(dipnBKa8CEZC58fE^``-4u8!G-@n23-Ef#%Y*YFe)x^<2fQ*4q^2M
zg5=<X@5zT-?bCl8;ehVTt_=z=o28n|72b!3d#&!mjK-_S9RnG^hQloAq`R9X*2RzO
z{{5!AL#Ho0*FB51N-9e;@~plQ<%i@}u*-Y21->Bk$H^hY$|{8uPj(e(D=c~KbmeAU
za}9_?FSM+}ibDq=+@W}Vm;MULD4Ig1N=9pY<lXQb^%TljwU#_|vE>H5S5doH-O%k^
zo<%@cxW;Cp5xg-aYZRnz!2k<Q(b{qTmX>+IO9<#MX1CZu3HoW4p+Vy*Xxv1yvz9_{
zZQ3Z9S6Zo_P~qz=>QK?!ET=GeV>gzn=1<9bpwefTBnuWUE(S1_*T{{mH-%HYl2-uI
zazw(%duthf;-efUu(i~p1$$EG7%RYdllS@r-E;9)QZT~OC2!m3je+@$w%-1AVlsho
zTsyG!<PnyQ8M{|rN2}|fePAK|5&=!gR$XI>3CM4h*Py157H_1A#h0t(ewWlxe#!aS
z`KIP?t}4v}F+J9=>~7XDIHrT{$bDN5@KQ#P6AasiWS16Qk^uDX0usk7pXM;kpMb%M
zP0nzD(K)lg4AOm5h>Hj`PS9NgnygV0(G+7G)T)-w6<~G+j#Rj-izh8qD6~GaT~v9Y
z!OE6)`ldUqf$mZDEZegRc?p!o^Mg^LGBG!8RW_-!;=bLB@BzS?7nmx1h=Z~gC@?o{
zSI2hcd+F%lX1Z#71h{F+k+F^?;?mC4g0R_f-;>>-bMHca7#QkkV9NbbA%i`taKcXN
zqo{B(D)-D}cwG{9P9nfV5fjfiHhaLvkG0RrQ>3iXTN`6uGH>Fm{ktl|kFbvD5+3|R
z;O=>Y$_Xaoj&q>t0rU)9uC+O|@!*}qIrK>)Z5ejx80;wNG8nglBSEu*kKg`gFb{Qa
zF6F-3qxpvMxq4&T@l;Q<-3#_u%Eh~<IZ{pU{)T3pYT-(G69{MkIi5NJlJ)SY1&`%J
zZjbkgjE_SlLw4`19e8>nE_B(jw!)<+VAAb0m`sA)_ZWZV83W8=HyBKb3&aZx(!!$@
m9xMHK=G^|@+(0*e0WG8PS(yDREO1N;N33lR<m~(T+W!HUq<C-u

literal 0
HcmV?d00001

diff --git a/assets/mysql-mem.png b/assets/mysql-mem.png
new file mode 100644
index 0000000000000000000000000000000000000000..6e82eb266c272334d9db38bdea1165183b830f9e
GIT binary patch
literal 16454
zcmeHvc|4SD-*=^=vb5TlTq&t+$-WgK$xgCPNEnTMUlWn636pHuVi3tPW1F!nYqFb>
zEo2!xgTcJVxbFLYuKT)N*Zq9n&;2~_`^Wv4PtMbM9_MlV*6;WGD?~$0iRL)-@dF1A
z&?w)zt##nQq2vPx4$4v;1;1JNUZ-&2z)c$E+qZPwP4G#_Q0E%rcMHy+&wgi0NaLzM
zc<S6iRgJNr(??$2W)+OQE*Nq2lKE+~v0ARD4q=8|oyT6CI!b-vv9noJL*SP%t6y&6
z(%LUWZw`cs{UR52;?SpVzwgbMK?#?wyq+w(zRmB$E0uJ}+!^PTg4x*|!m47xFM%iJ
zs5rTfFyjt^pWq+RgW=rdpH#|6nAP`w6@C0h@~?NDvywVSzINxzSNGH8Yf(Dymbmt=
zA#RQ<@BO`&f8%TNBLg!I{SQ6}!PF5H6vSG!SbIWztwWaNZNehQr5Ra9`liB<cy&Q3
zCxT5fhk{N@!)NSFipErm9~yg2`_TuEE1NPMQY&G$eN|p=$h$=@v-f+_l_Ed&!9@zt
zTRB_11Wdu!+ALg~9Z7e^8jEwD?N#+lu}tyl{m@M9M@0H16fNXeF5g9l%yc8Pbx2vV
zJ3LoJJuFuz6YLaS7AjZNbiS84O=WxI2TP#a8%sHQ1tv4^0%)~h*iu~|;<|31kyH2}
z%E7!l-@uoM9iH^gf;#?!7|$HU_gzKck04j<s@8fFw+wB|E*8*mMrSwSWVe2%uSCp-
z@|Ayv#qoUVrHl1WQQ@!BL0)|{k6Df_&?!b2^Q;byHIFyHj1}ds3#RKEp8C|n=ahTB
zCf~TC+ccOhu4v(7r59m7(KRc{)j)@oFuZ-~3TAUM!AVBaXKOXv_Dl3d&CThol>C-m
zB8FsGVmB-^B~-dtXFXKz(kYQM`aZ$7*^po7m@*r`a$b7!9T<PV<nB`nS`Eu&kH=~|
zOqPkMEd#d#yXklhieE%bt<Co3(#dXXq$qs8uFn$Cydxv&I;R1)qzivZ_3e-Qxe(G;
zpZM&R67=M|=!N^r*vZL?;hp^5WU<^}^Yb=R%bzcJlpSnKk(JG2Yu9*N&OzE}(kz4B
zN#*xl3e_A^_g#LSy}htIzu-JDV40GH<kf>4IVu-NKn1XjlCF7%y7bEIzgcMg8Fifx
zhRFM>s;cF*Br}idrw5Nn{v2`}?osxuKc$p?|APS{JwoEH&(17FFF^#>Y;Ebc>$f}Q
zx5`hFrxm}==DRUEvq0Ki=xI-q>{;+5c?m!IeA3601AY^|gSVT7c#B|5VcMcN`v5fc
z*Y~O{YY26pyE}EV+W~`UA1^gYFE7H7TMGKDp!?!O>FRgXE%OD6*Ai6dH)s<??b;Ed
zX9pP^COCXnU!mt#_59ZKJRxR>wpO!bKXh<aU`Y-9zNs?AfsPqSaleciu@{NXG%u~e
z(`6+(zO)UH@mgwNFh|lf<5T3SW4xzTAm89-osg8xR?F@*g;3mM-8GdGkB0^0OHCYl
zJ48YswjTYU^htb42}Yycx1`T{`A9&ip=EXkBzHix0JB?;J{#c^un^v2Gl{yUD31Mv
zJj0NnQs_f*<x8RC)}ifrH%!-#HNi%Fxa4H)DnqHT{m9KBS~w$KNPfL^ym{<nTOF><
z$!TVHdrEe8r#DqT_){O{Txp5S(K$zgB)uWueM@b%_Cv&#%!o)wqE~yOc&Eg8qcGgS
zyU%QU4MK7$W>1V2_JepYHHhPPr&D%$aw=wWa-Eq<{l`yPY$R_mSPBv52GVCuMcOPM
z%K2~lALf1V@n(WUp5<g~yr#I><sfUyvhgFOK8rP!v*ifwEQyqBs)+H42{@#8GyFPh
z#bncAvzvVHSl0?FmtXQl8d5Hbn^0S~cPVRn{!pg!QhNBT2@@%^m7QPb|6*dndrGoU
za;}Q-U0d2~y%ix;n^{RGvvD43(>L%1cEkDS*PrJLg-vS%t=Pnz?6;Sirb_(PB&NBH
zIgrw?U(^NBbWv9E_-%{^r>`IQ@^~g6HTE)5g2ihnv)KU>W^8MNLpf+xKz5hm9&3uI
zdzKHXJWC{2zsft!yvkVrlp4JoLZLj|-~Wc7pU7KRpeA3kqXlE{pI~goTTnyoDwh<y
zOL03;ICgWam#G=w2PM#ip|I=}5W(i5I73Svs*3OmJMzI155bplID7cjOx*6)I0xws
zl9%8vR3F>mfG_D&#3%c1O(#kuuH6#9l<)Yr<HB_?mZdnrLwlH-+w=*)9v6$OqpJ8M
z#;kj$g8tB@ro_ws2Wtx-^*(pR9+qD3H}5Q0mtNB`4)Vao?95rphVCl19)S0$GWi-E
zWaQ9xZDMo#Ii9LDCpNTnXwz=y;oQSO(-{FmoV<8bD6AH<*=9HCO)FQ$Y0HLgI&sG-
zSuOh81$DXpTe~xQm~SNCahBn)F7~(wuIezBFwN%=sXqqHUB|VUew2;WUNbCxqFMB~
zt(k{I+OwE1McT_%Cy1hEF_N?qsVVMzEUj*lNjnIV?0^-*2soS^WvAEnoiCeG#Mey8
zk~Xv3eLgognz$hxr7BIE?YpGsF@i03?os%jN}by!F7#o(?Jfq(-o}5Vr8ugpy*t70
zr=K9dy%mmiy|{BGc!-{oZ|kV##lkTEUJV#VCxOz{F!4yWOm+Fac%K!YGGdQORuaE$
zQYy}OZ9o*Y>O;gMl`NjK-xJiS_@LDf8}iXsj)=uFY$U&D-64YaO(o)arX(w3u#ojC
zbMwZq&N2&igFWXGo6Rdqb6vlUwjY%<7BQ=*sxq42dOB2E7U3^9;b8H+Ik#;<t4XPB
zr^>A1Wj3p<XQ*cGf&mrrNuGG9HAIWl=eN_BjSr$>NppOo{nUfC1!Yj;w(#95<qcMP
zjxu`j-Km>NJ42jO^(!R>KD_JqJXzN*hon9c{CN{wtC?!eV!SHnhB1&Nx9=Y1tjJ@&
zYq^l{!Bp0@Ae0N2LuH1zI=AxlD{js?Hh+kQdu@q&icEPvc)ll-<PF<kHm6oW&3I)a
zqht|_4F&U$vKYsSyT(CkB`tzC4;YmSSoEW7c1uFC91l{b@zn8i2UM9Pj+F|+BctX}
zG1Q9%WeYS}O`)a*6*`;TvYTJBsVOuNkSKTPBBktxKl2SMja6}PehNN@c*i2lNB*%=
zV`Wmkzmx#1jnJt53bnwXeu+5;4~MRt&*$aCHo-bHpqRl~=aq(hp%`pI&peA$<8gT0
zz4$7+v20hv%#YY|;`_I(S9=&X!g&0EmpC)=h3hUS88_qkiLDfl$Imy7m9pv42Un>v
z9zGxxj=f`lsU;@1Lgpb7mT&$}!^22Fbs6eZ+P$P{>xWtEHPo!Q5GnQTLwo9d5IMyJ
z%?4$c>d%z7q9+btYHmbthnaV>CNP+|r{*`+1w3fPYYE7`|KKytioA@HEq*d;dW}$e
zh@qk?K}qzxd-`{E0k?iaY3K70{@a;NC-{urroUaxqDjUnm8llGY_Rf^!&x+j0UB6w
z;bHkA;kCL9f+U=UA9AfuG~we~X=&N<P9?6{`$3G#YK&Z;wp!3^+cX=LK4B^;k&UGI
z-iXeKAU-`nOQpTOl0uTos#3wZ)fHr;mc16LM6*~i)r#TFvGD8zaLzfs+w~vl2v_5;
zJCR<(zRs1#uBx-5g1;2IER>WWN+CII0VtP#Y@N&}9!t!ig)O?igdYjX9TJ_CDF*dW
zgRN`?6sdc>;sc0NZ6LwaCf`&g(KjzS@*pvDSgBT-+cJ$X$^2`yL>^NokM6{zdi`_q
zWwR8n*hz__$77pf&s`}Hu~cE>m{=EWzx`HZJ^rg0bj^6YdO+umc16|I?)0RC9RhD8
zh))n@ek-6{Lzo14d|Hr<knDU`6p0#}HenCSM{hxq9<;88qLD^(dJ^Y^c6(U)QA$0w
z=C+*0JjJxb;}_dJB$USpk7(@O0ymF1E`Q;k_2X7gX2sH;^}-+0`FSl?_2R^O)xF7T
z{;9k-W$}YgEne%0vG`j!J$1nk3NM&aFnA437E2!`p%$p^Nv%g1jG}}PqZMZM0wZ?X
zk&xIHIDe#ZN)_EbIcz}6P$`J}bt1_Pz7zMc{35Y2Sc}KMAd$fo0~+(bB`rAb5F5JY
z={|#b7C2Ywx!|GRA<@_$56XN_!N=$Im!OxkFmuY)PgvmSJp-kr4zZ?OIXKrrugy6p
z(&j;3zqf1ZzgV7#g?A034znRYh(R}vjo+&##C4TMJ-kG-PL#n@K5GlOf%1IVJcpGX
z`+fo%Amp+xT_pDU0X30W=JDg1P~LmqFdxo27y8%XJ~oFB7vWD62Dl>ND8an@E6&kp
zJDLwWxE)rT##&59=U{2ycyXTZTdJt{L4R|sjOvdWHBo&CnW>(J$>XMAbA;D}1nv5&
z`T7R-&#mtw;q!5Wm)2kHm<SWm3X+=wo#)=pEoLP1)a@w0``YEWXJS3I-rtQ}jY^=g
zz7zDx5+Yok{N#=5kR~MZ6)p7C5=3GuAmh!=2#SWSk~m`H#SmD7W*+RK_<dVQKfH8|
z??RJL<lW1?kaY`wr}$x?V@OV5Ws<f+#|Bb(-^=yGzKI>3)0-Kn_jw;(s{G?gs-t}2
zZfVD3xTk?+_ySZwk6q=9(W}GmcX1z@CM<}_ia5iW(#_6D-?Kf~1wuo-R;yjV66&~B
z^U|V$;G7Hm5FD*)$m;dn9^=HxBw+HUDB==_gWvnI7}yKqlhaKqZ^5ShP|~`9WAhhs
zn~XlRD-3tQxgJojivPr;{r;!dEe`h)|Lj&@ZY$i>Ro)aa2Q!_=w%bUEs3~6p!&W5?
zpJu=1>iO+Y?jXAiz4sW2e!AIe>^78nrmKp-@nOoXnmWVv@Mf_J=*I=6nlmqvL#~GH
zTdfmQv-uT#SA;})$A_LcVDmHl#y<K@jK$s+yWFbUwV?pJlLooMgKR-BKIi|5H}>6}
z&}3qNdY!zrrRFbkuOcBfWp+l<{r6cL2Jc6kPpmf((1faNYIwhW-XL9jy-%bTNMr8D
zdt=6LU6_-XYCVa>qdtkX=0166R-nY==2LB(&?xv2^0?8E@*b;03L*n`TAW4C#MW<|
zQ&Bsj4}UiO{%}u&Oo+diuJJ>zwsVqit`t*-GVr(S%l<&Se%V$!TDm(fyL%xAIb5xA
z$DInv=xWFy#ql&a>EZFE>ON59vz0V#m|iZWl}{BB3x&3C{6aU`mXI~&x-z69Z4^_#
z6g?@G#I^aV`vr>4)MU}KU3}^+EST*P>3H#TVsR@?|8p6LwfKCK;KG>WbI6O#c^c<J
zN+?yp9r2N4vTnrrt3uRo&f-cH`yhTk-R-^xom7<Bo7hB$dYXZG$<_$Tc~qi>JSY<=
zZSy0D&%<hH2_1~lKjC+q@z>oj7x-4H885qG8evT*_4I5py^g~uuEGyuFH1gfH8tZ;
zBpz`f_EfRz@=UBVMDV*A&btYMn$1*}>sepk*)-gmzu9mBebZAPdgj`l==1YJvBj#t
zSdKTh;O#02oiPkskWA{5t$e=q9x-CYV87mUD@lav^@1-y(eKKkd6wJfCH3s3IK1Wx
zJz!z>#|9Gdyn#dCEgHj^JZ1wIO>~G)AcZcB$4hGH4roVk6jpC59X#2Z56Uy;za<zB
z<?t8SQ+FO+!;*X+8%aKegt>Qc^9haUQ722)6<l-j9MJf=5*s%@_lwDhO=+;#jaNF8
z$t?1z9oT-%Gfv{NgP_2H(POt*15YONU32C+Im|%#l5AgltkbJ%G4wc*8q-RR%JBDc
zUVM4t9+!JrfzLFxB`eK_-*X2#KHs)ctrN*NMDe)b<K*5aPrpb}7WU!`<1mNl$MF(+
zKJ<>3a+z^Z3xj*fnRb(LYt>bRY8g@3Rx$`x?nvw@{?LF9sdF=Qh=Cf~lFP3H@JNT=
zL$h_5bt3%<pGY&EZxHv72e7x*M#YLS=~ZO2oh#yKXneC*AX~Fixc48nqo_gGJ$RU$
z9YMTz5$12#-WUr9P5rrNQ9BYDa@}JU<^4w+@G2DRh1LP<2P~IyZslVWYa)ytc+X;F
z$ALpqn&CnzsMYYqXZDll^bX7s>gdyS!a#rVu3dZegst7p-7-C9l@Ap4CH_1j$lB4k
z<10@N<>Q#;!`&AH(!WYXi<#U6fkUfaN$&I!%1q_MxYwtytOqcxTV!}<b{|x~^KIh?
zE1$*NjzPN8jgb|f&rSXOEKQ^X3U@wGnI=zKY02B)<$%A!Gc=C#)SmpfpkiF^j6heK
z4+of;<QsO_f4gWs{@O`QvCZ#{)o{~fKnH=7!+d^Pfppf(f|WD&<cw5XXGTzefJh)i
zW<r)~QG^#Hhqp4Nt<nmWTxfpD(P0G>6<zJ-Gl^=TII28C^!W^_o^||4*G8hgedlzb
zgu2rW1Sg6>LC_q5NQK+(atEHQmQ-Bw{j|G7oP|ugE1kFXZls{rSDnll%}{wN`Hn&B
z^hQ1%A#bcGJUrZ1S9imgW0|3~?)CHeOs))Oxuh)dw|m&r{|qh_FZj6i%_x13G(Zw;
zUr}*2?zBrTpcH<I>hHU0hHG^YzZ1r^F)0>q*~oaqD#}oYuyM&D`%akQ3`v)_u)x0_
z6+iA6#VEAc=D^$$c59r6GQ@#M`ylm~|6KcT?u)}Wc?L~?oBA||8HAgObA<?9NI=}e
z({oo&6PfRXC5ZD;h6qv&vt})|GUkV*)^=}(HdYuX1lQkcajQOlF2sk1tFet09#H?r
z-!7ud{V{c4wZ>@9+0&G~!w0YGaIFhRF^W1F(VjLxiWXNJj~6srk$ax2b%(Xsn=()1
z)gKPozU{=h{JWeEUzgcF$|;yZC_)^BnkLQ*J|0OJzmd#TC(N&dy7GMAmvcj<7Ah8G
zgaIJr@-sC!2LMaC0JZe=t0|5bwM#bCIR!WIL>PR0=x>;(U+G@R47ysw!~h$UY<u0~
zAp!TT#&2oenX@@BXgi5w<!Yq%c9Iet_t>0(=L)rp$xCnkc%6elC<D~OYld9&N^CFI
z^(;@c3{A#orq<ZOpA41jCb<q;Ly7Bn@repoycPu|tqzOGlg~VE4uA1gzI?N!mBl)`
z+z#LMA}C>g$Ts$^j8D15M2t3WtaZ#r>R>Bjtq+o-?b@X(iXcO1?L47>wGYIKJkmJM
zsY7>Vs>3Z*SRfrBP@ct=0DlzrSbo$4K-!*Cm?0T%TN|_~P*@Z2b((6|t@2#c0!X9A
z2ZNGkeK&-s{dl-&j#`og!gi<}!D5TLg&!#5&e{dZS3}x!RfCel`y;c+lQ#wcT;Xdf
zhxt3A7r@r!N;v;~*Dkfvn$4Qx0g#)uVRGP=04;Vm2tVmta;VAY$MrI!#H=>|;G|2p
z!z|%^#;ciYj&CGfa^4D<J{v5BB@7mt2bZt3OZL1GG*9znECc9QPV7}ZXnK$rpDAC<
z2MlSK*wf*+>*QnYHPxOpgB{*2{T_7ik^_Ljwp^d`8kS~PET9dOoWCh+R(UlRB`yHq
z^g$IG^n4etkbb5|uEu}2$uCo6F~a82|JA;7n@O2&KP+xeg<yQ4ZEuA;mm9-bbj{7p
zi>WUl0XASY5HsM%klS?8@6FA+l-*VC9;Dr{6%#?foB$a_kzY()ZsAvI5pjP*wFbb|
z5JTOQeU*ReEXgmH>Mee{4g2)*Mr5ich-^K{I0&!NeEd|?Y2lnpxMks19j)X&eyqgL
zcL8ZzuK2;}mZ|6V;g;gV43_teAJ&rr{IxocT@BfZ4x!{_9bn@7xV3t{djzxal?54<
z1Tui!IgH05I|LmCUgZ}$BQn@8@wZbk+w(sz^x_>_(_8VW0i~$)TDP|PG=_oCC|ib5
z)^TnqzveHzvZ><z@fx4FtYpue!3wtm!%Y5Ah{r^1=XE}pgkX;Ye8%wWj<MY-?qea)
zovpR|Fur~?jLR5Dei<-^95flhit*WOflO-SYyadUI^0xspHbQ_IunaJWO6&iYPWZO
zD#?CR{Oap=k$v8Qqj$Q$&|HVZ^2c2!=?dz}`Cdc29)gGMV6pO$V+-%hTv12FjAh%~
zObBUpG?*i&EkSg)Pddqa`HQA>yFGeqCU?e<MDSa4%p7J|SgL=$U}YCT8NanUT}N;~
zuEoPeYk;P>pZ&YgG2EbgY(Am>%oul~{WEmrX}Xb-%w<4C+&8HJ?Sa~G=&@11We<Qe
zr+fB&F0;s-DclV?!wq$E|I8VjeS!~lo?G0$%<Ef*@|NFyxt+z)x}I{E*|aUJ9mW_w
zuI#KaO=ut)6<c+tC0?hnRYC#IW@wD{FM_K(I`l%@%fAP^eJo)wz<Z?D>hAwRiH$<$
zf8o63>^u6F;fhhL+}OJb$%oHh)}xP}9)BFsa?7l>TC~YpN+{^R@$&yxcCr37SIK}@
zo^#*LC$E*7`Nn779Ip)a%G2ZP`{t5>Ms3>vT>E2={lDE8^Pjv}o|kFa%s-=3<}^Cc
zWqoX}XBynJXwQXQy7vzwkkrsRtDyO1I@($iXDX`c%{`&<%BprR-R_xK0GER1+1Na2
z$U+9|mD8$k{!v%BJ<YiMGA&w{cPS}GULoz+>%SL$qqI@ri8`NhE}~yMX5YDC`j1)z
zcQ88b^2@vTOX`2SirMe($>eYY@`G*R(TQwAYU=2?u@%Xfcm9B~=2?Y{xdvmBJi#w-
zpSiSGcI>M0j8{{yFAPJ3g@q?#%s2bZBiBSi(J5{Yly_dHUB05<b9z`=T!-tez+R=K
z-YaZzlCh5L<<fw55T78e+mYU**FM;JuqX|8RG=vK`$X>9x7Vq{Mn74!bSp3z$7uVG
zK4-|`PImvLNo*dAR98)w(sx<-Zd?Mx-lt)@e!FUY&_;8o6o&2ISQ^*OQcKbS(XzWW
zUg(4gv}yQv30(_R0+BN(_TMPJTK8Iw^|=9U*zhj=ASHYtQf!Q>#IhrqwMfimMhEaP
zhhYM4bN#9FfQc0b#d@~yTz?_7=GhTwU%oN4Cr5YdG}=Z4j|rw_%ekL#gaA8LK!yX_
zEP3`n00l;M`-XFR+2o+w=O?={5-<a})fNOLNC4V4y?G&VqPDnfW)_xoi#L5k6>dr`
zDsk7o2qml!U%j9AB2HERPoAqHnOZIQn9lMFKYGJ#N0hIKG{%7WjG%-K7I#_-(TH7m
zd0igVWvc@!b#c6g%dPKskT9)(^)z_9gWV*6@pQoFtxh;suor_us>!`pY;X;f7OjG>
zQO*l*+fbO$*s}c(7VawNZ=O)4nXZV)%`d;3<TYPbxJE7wbM*=$;v5h|`3wDp=>`~I
zpW;gI&E;p0h1wrA{)>kV6j{!4w`QrQup9b;vTIV>=x~uWBdBNJiaDhDidmDH^2L#w
zBW;fpzl2?N+TTw3@qve$M7+cTLRu#5FgvbKq?3J{BxUI&=LC2e+ZZ6;f;q$GF1gI2
zwu$IRbn+5l8~^3vxODeFa&q{Wyt(K3IdL0m&8fe11}gu(v9sUTjmY_Ee}^RZ0c_{V
zq2`gU${zyAuill&7hhVpZ~VElw~D`tQH}3z1>n-km1b(L3fk`9#aKy!p5#B*{?Oh1
z#l8rm9S)E~yNjxf7DA7q;sT2B&k>%+%|0DO_)iEPrLui4KHR%_mGZZt7T5^${5wSu
zv@P^#e;56Qaks)j^l#2*{hf)}paPi53o#b|ts%PGHx{L)aw<`>yT6l|$xiPEJy(J2
zT>q$u`q?K1ll%Y8akVS@Mk}Dqm+9&5&Umkulmmn;&57k14oKrO`@Uc52zTtY=dHsa
zK<a`<acJx|Pci<s1EnxIkyJP?{wB9AolVsFboM&g!INh?)0K)Vp*>fGq1~5z`unpD
zkhUMT*73RYd`65t=F<BHd?XC}zA=)cK*D7vquhBq?Qwfzd=Xx2*6+tFrB#WgcyecV
z>Vjgno{7iB9R3%Q*<c?v2Vw($n|YfmP}Jkh9Uuzlk`*Yq1!x1+`0E$1a0onnT0WKR
z)xD0#_JC&aoo(3!J?Je7+3d4S63*EMWsaGH7(dKg(0Plz3@S8l$~kg^KHIp$)%x`S
z#*dT;gB!^99$7hNf3<pbx=R=1yOXx{Z2w)3YV7L0Mah=YA@bdOr48DVEN#0&#rT<m
zcEdfY+EOp?foaKS;SwMv=zib(@zIxPsV<xGd=AUI4vHma`yN8&$Jfo58(LFZwAH0E
zFR3Tz0eCi@AAwD27%nZmVG%@bri4<1Kz#oJtLWbXDiX~qDaRjod?wFWs<+g#bptca
zo@=i8ZB^0Y=D<`V?DzbQuuYr<kQc30#gj!*;GB$;mz)b*01+5(e$PR9D4)N?caf~9
zViJ1%GYjv)Z>4W}b7((Xl^XW3VC}=5OS9?AhXUCH=$Uf$%%nj3n!Ug#d<}w@%0hQ<
z8JoC|K2KXawXYwT1f6N7w}?lQC@e25U`W0tPE%^IEnINGSg$!eoL$;LHBn4cma*6s
zZvb$Uk;E;nSq?G#cfRka)SD=z1np!ibxyiz?BjVIZV)E!c7eu1=V`5-v*PnTfjr(L
z{*+g)CmSMdb;ldSyXcOM&P^3tcR9|eeBe-Tp<@xbhcP@mv93L@u)n!`6BOPu?EA8R
zqniUDvDbb-ZvzcX-Y6}UTuF)uPh568Oi2ExG80^ULcX|uWAjd?iSb;-$oJn>n@4Gw
ze*hd)i_YXf5aj;~{F>MK^(HxF#Y6%?3c6(G7NmNXxnsu4{=^-jads(i<*b5k{)I?q
z%l_M`OL-ATkxy?3&HKxf|3=3phx0~qk0#cHGj^Q)#;^BgG0TnXvz6e_X^GF@`q#I`
zQh!_Y3t`M6Yuz?irYhR1sy(kZN?U>GaQS79ns8uakpvWbl_?{NDG`K0a=Dx~S@gB^
z<=F3E7)!0yN?q$c)@rGB7JL5|E+7azAuW4GN8U;*H@&nf`qtg}TNS>b)`oUxYvvRd
zYL?gz8LZ*4db~y`fgEx`FV<|Z1PH-<#W2QH69BMee;?|F0oD?T17oz~g1x?KkiStk
z2}%`i>C#=Qcm0LUQRBI-gA_-zK}D(r8%7(G)m<}jhPIj@+DFcqN|?&r($;=W1|w(s
z3LrXm1)!yw*XlFzf)yK`B)m%{e`k(F&q=W7*|35~QFp_#TFC0igOsc%dEI8ZmD`de
z`=GBv^%<zA`!KsMS)~X5u&rOtH-ufZpH1<c;US}wpub@30flkmmJ)}L4u2%8xK_%h
z5rAyhzF_ifK$kKD0J~oJKuhf(x4B+8j?Z-ma8||EiQ-Q0JtyNWyTOhu%k1e_LA1@j
zT2QGqd;*$sPyu^2A0-EQzc5sR1j^C$wJ(QIlr&^}(d<D4eRaRD1oOHWfNJb)l)Col
z=U_?h;73#W;z|JWrKR|R#>{bMiGcPYt`3uy`AKOY$8z+XtN-JQGNK&niIPj~>MI{l
zRu8lj7cdY!u1q_j8DODP-o7K%{#(0kK*c(3kyj^@?`p`XQ5@{S`|^)xMb-K+agMv2
zMg`8-qmHPHs&$rGtfnacU^>wp3+?}Cnge7Xg|qgm^X8G#?*V^OnfOWS4@M++rRfh#
z%y9glxvkmd$E$hjgv-FiI!EZE9ydzc|LPU@q&+W}xED&+T{;fz@CNEgh6mHHyv`kI
z_lu4AeUYQ1;aLEX|IfAGBWi!OFO5?i5H(GgbQSo{Eos7TO8WL53N~~2;(zfQdw|Os
zQHAIEEy-K%QG1ljA8&XqqR<mSy$5k7z55;6<5v4V+cT<$%mg9M#QZZEH>%cuR+sMj
z1{vsgc^3W8G!X7sLfXu&qvY-?Lrvp1Kw(0UyU2|jF*+q1-lZqkC2R_PNB-<NCM*P<
zi^^}yxcV&KEoEfSJX$2<eE;+Tl_K+qyU{nCl=EAFmR_^x%Lv)Px{uxcFKW>phSQEc
zd)>)lBL7$=Aa`^@qu(8GnamX17B8ek7TC>vtfSQ?b4P=pEL2wGfv+LHyyniGAF9X&
z089?2d{8zBio7|)fURJb^{oUl_SZAtGDF{rJ3am`68eDy=g`EKqZG+LGZH{|9~5%h
zAi}jHBI}Yq^5n4Zvudf~PT>m<N6*y9R$Q_NV9OrwwA9F=IRFI51-lzfvN=hTZaMlz
zkFC?K|IU?&ydew1fr>DTS?KXSoyaw^gckq-DuB_syS6YaYnRZ_OLu|V{N=)7c~2mo
z&V8*W!IQ%uC~2y#BmH@wjX|f|D2`EIdU4fFb)<zK^Q31tb1sBC`9&PkcId77Hqi8E
z_2%iH;kCn|G=)V(6k9+Eu2bQ*5D^EzrXP)LGux{r$#U&tBfj}SRn4{Y0c2uPi~I6#
zSiQ}Ne5MegH|O(l!v12jRsq)&+iuJaRp^lg^9HtE@55yhtow^BBl(1iZTi&k!x&kE
zMtv1G@G+4c<Bq<Ws55_JpHq_MkGa|(9zwES>J;|pyIgnCnL@@1FoTLM0wJYK^#iJ2
z(qsrnd_1HGK2JU;Lc(BUiP4{$<_epk&}qx_{)TABiDs!YKc9U94G^D!FKLIMn<C?r
zW?^(3$+2FO>FOoTCh4j(+gA`72j_<*BipoQk>RkizgTH0Sn17Y<U&G;-Q#x3t-xui
zsYIvcd+$y(tI6&-Cozf%iNgkOxU>oP-ClFwX!1c(J?;|lT(uH*7`we=|8=m$re~xk
zV5L<5$&P#fPrzc_=kVP~9jx>y+9MMIc}XVU{(P%`U4X~Rr1i=`n!<^m3OBo*;xd~<
z#u~0b{$(W;(#I6eEPNMWKs-53JMcbZw<O<lrw^xZj)n3ouDL(30;20Jm%9%r!!j$t
z!3QfR->{CJ!Ic$B{D_k8{s(>WS4$B2miMO%BooX3{#dhzO8trTlNAT{+)rK}H-<~E
zEuG(^H2x`W{CWfI<#ByDA2Gmlen(bmb1y~x;jX_47ygsr{;kO!^z1?arOQGfzVMy~
zI*?4-?%yjG{%uoKtyBPc)&OHYn&g=mGI&eYL}CM@-c_pvu`n|`K6;3LtuX++4f^DX
zb7<(KbD@OXC&g4&b?80Nyi&m-zGdY*>)4*&4~9K7qPTZp@#7+#T$ky24Kjf4cY@yL
z%>vhLGJ1ZLnlVafl=<bv-Xm@ok{{6l5wfOVR59&(ue!D1GTVy)WnQoKtve5J?&IMz
zV35c$RJhgc^e+Hi(Jiv<h)9YF{llNrivKtXP<{3t0w~dS01Tc;9~jv1`PBt-+}O)`
zQJnJKAf~5FOiCVm1$bvY5{oDgL(8<8OW>mrGx6l^H_4dC->wxu8MwaXMcUoTQ3$2K
z&&xU52^0luVEjpuPElQUr?`CN*@-mrGvZOoWe?OCaxZX&)=#)=nS1WORWAC9(B@w2
zRN|P%EZH2yuu~xz0DzP=h_vJ26&hClT(8>P;8^~EjZ>eCuL<VexH@KY3E=?pCjvR_
zYe?Dw%q_w^Lc9@tJZgl&5%B%#7QcTLD!k*3iFX^9Fj<4_veG7+3pnjuAo$EK@SeD8
zdq(bA8qm*gIZ_|ZwrGh%6adA&CfiC<;5}T1(Y375o>S2ZV~$b?L219X41M?A&8Z%+
zUXVngnJKh&l7&>qn5Z?#q%IWXCT1CL6uBzUY4YagJoAt3dWHJivF#20aSA{E-x%Nf
z|8Jm>ydtejG&D2@WK?yq*jig{2&mn&T2vD}O~HJeL~@s!ByZMsVH3Od1;sE8P}JN9
z8Ag*_M?ki|!MnjsUQAc}9GxNA?NYXXaQBq-ndG`IeE)zYlVE+)#JM8z6z;%ohBYCH
z({gvh3){K?n&>nG=1`Iow>)bYYa2otlq`_nJ#!^So>DARU+f0jm$e_S)fHhwo_cU&
z*LYh(E@bB}KdEhaTXj`m?#_;;Z2ASxz-~tKI9l25#Y&;4DMZ|qbD6a^9l&<4O2nB|
zc`8^4#0n$<o6ypJe^1j6z4@N3QjrmQS(I!=itq5g1YMYq1cPC@z#|dBO{SLtq^K|<
zcH(7GmYCN)DunusxieQ_)LDT`P*C3udV>K)!*W)V8I$F#QTh>f_mP9-4D1uKi5id4
zKEc4(iV#hy(eEPban${`x}Xg&&&^oM663e(xn)w}ek9`Xl=mbYvz;liyD?s(Ig3RW
z0OZv~txA6i^ulEBs#r6qP=4U8u#GdzcIbq<&y2QsiZIT(OSRk=hzv9b0O^>~qA~T!
zd(+XSk;yW9cy}GCsgK*;0Meu$c{=Hgmd@`2px7{W1-ah`_vWOQ9(i8%PCVn8BVECM
z<S|X-U9#MSzizusaTc>Xi%Gkl4tTblOcl5y4ChI8v<Gcj>_^(wB$Bo}NUas!;S<3B
zCO&i(gNAjb`<$LpDk&K>?zTeajnq}%J-T`dDMjMogk7Y~1XvyFPnADeo9VgVQj2mJ
zkN_H#9`ejhDJn5?8K}GrY|aOEpZV3`8U@H`2AlKOTTswqmwSWRL{FxP_u&UES3hop
z5`0Fb^#uL3uPu;`T81={Ng>(YrO2Kxby+svy02rVEZgBlne!6-m~F>3FgP?T^znfV
zxfbgcx5bH-fZ^5>GFa+1Z)7Y2z>1+sPyj`s4OxLG>g!smcs=1JQ@a6kYw447xkAqh
zMJCxQLEJCj{(K=ateJ{)?Fe~(Hzov@!-pC<w1X_ua{z#j2kd531ltNVLpQMV>~J0%
zC{zoKmWIaxZj^#d#a6nodoR{_4&Y9dIgBe-g~6CwEkUwiimd{|sB&ufN+BCKR1mX8
zq2>XU&owZB56I2~FcG|JcWYKNejtt)+5Qwi<^^$T6E0_+6{>DcqrQ}UQY+=xGwi<v
z1=z~g0-tgDPd^}{LsyEt18t7Sd+OQ&nE+zER!cCuXSRt*<C(@&EdtR;SD3Ijp2_%Z
z{agk;$h4n>GUlYfQ!5JjC)HP9Ypf?NcsD^e1?Syd;53bo28lH>@sttZ+m&{$Zi2CB
zdhG2{>134NnU;;d%DygP1M<+NNn_oO$)s4mdCR-J<HtO&Rlo;9ip4!k5%k8}K)NPS
ziQ#_S_uh<%gb2Xqir%9l&l19anOyKCRBRo*$k+vjkxhKSFxzKrennVTpMy#*7$tTo
z^J#PfoN_re-K|q{Gq1NbL%^8zwfqo?oz<?jPdkrFv5itMel+_&ZQQwsuy9Jr{s8jv
zk4o>Mov=|*Lbq=w5(BH+K=JCrBGvlH2@69`NaG#_a{tt{v!68{vah4jG+eQ#w>1a0
z$Gw?;8q97#2-CklQX>1H6hay=J&2-?)MFp5Ndzf3XKB1C7hpXKYvfO)NW9fB8}qRp
zByy3Cn~gq4N2n2k;i%Sd%E;qO0UX;mk##$7_|&DA0=EE%on7v>kk9{R{ItyX+3DR#
zwMj2VQ>;~_TYwr+1q|0gQ9z;umZ+lu0?V?}MKCDt(grxp;u;pf#2Cib<>=-*OI9is
z_s#(&LBfM49hH_bC$;>@XaC~7h~0Nq>4$*?_qf{1@@Y2=G08CYGVm(=$WUrv)Yfxy
z>N@PN$2B_bCPk(5)0CUVNGq6A3P}2JIk&}ET7}kJ=SWjYe|z5l%lY-cNPruDe9cKT
WkxCje;Qt3Wpsb*FJ74bMv;PC7D_`XR

literal 0
HcmV?d00001

diff --git a/assets/mysql-time.png b/assets/mysql-time.png
new file mode 100644
index 0000000000000000000000000000000000000000..426b135c4cc3b4be7cec68f9173ce7cca8243ffe
GIT binary patch
literal 15967
zcmeHu2UyeFmM>oWQN+#x6jY=rO{7T|k>11tQlkQaP$htLP%MZLKw5xM6a+*Bq#H_d
zY_t#}Ep#G;1P}-YBoIpSc9=Ue_ndo<=e~LK=Dqpmejnc#Aph*Fy;s?5{nl?qT{6|<
z{)zu5E-o%^1O1Daxw!t4#l^KrbH_IDpSh6_I$T^Dq6QbWt_Il84s+KZ><L`<-m+=a
z*8TBFuJrxUCv*?WYjrGJ<cKFc;b!E@i;6t07L^@%DZdG!@H66M+3`!yU0%CX8SK5J
z-L=i*!a>NG(JTEe!ZN2VF7AK_9vWR^6Z-htvoeS4>YV4&0vRk!HerEIOG8)iR1o?D
zX>IKTjX)5tO_ko;!OPv0^W>f2<(P}wCN8eMTM%O4pApaKTe!H+@0ACFbM1&|JOEy_
zJ_r1Ti|g19elzgL7Onq;4;AE^pcD^9)@jTa?1N-aWQUK$@X0lPpX~T>B;d<E>IWg#
z8|AtBg`pm}h*zn$0#l7Sp4br-y2|k5)v0#xzqPV72ca`A1W)B5+iEb2QgV*X@e%aO
z&`bDQtLd%+vn0Y5Gj)n|D+0@!#!C139}qM3wUkv4W*DbnSu4{m0k;0$Yok2j`Y8=e
zDyn7qd8A-^OsQ2xqj9=?%kCrRJ|FS@td)PIz!duJ%R6eTM5(-hqPsq^s3)Ag6wW(-
z)ySmV4b#1{)+|_>`XTcY<-MH{v+HpwVV~X+^Q+Ok_5si9tV_mc{a%V@N6TQ&S(je*
zVKWKgm{+q8El$@|(ksj0WGjC4Am1c{2-0>;y7i%5-JLYra2@ZAYG8fv5-noURDH4A
zktq{Kk9J&Z6!4N<9=580ir`WttrB9wzh23H(ipZ>M@lQPt2?|FdvrdsYoN+4(W86p
zk$|W8K*>dguL_W_W!#SUE!##-U&1#zKKB@`HsCI?scE0-D-%|Uj&}}3DJ4@YLRar}
zp?xM?8ctowe;bV_gtHcgurgN@Z4{=VvjU`L-K2tyo<!w%B_6eJ=gmFzC9l7Ec0*lR
zn@?tywS>)%8RRbfn9XKpi{ZkSKM0AE!xxmo4<IuAh*mlTN}~?1U6On5VY-iT>X~<T
zSDyy8BZJ&G_kTI$rt9-5vwBEymGjw2<Cb^Zh1@m1Kj%rquGV4YRQ+l4SSH@9t@){N
zF77zIW%5-~$rILv>V`$4O$Vw|Ph);x7bY~=r|)KDnoKwo2PHQmwoWIXFlm9XC=gxb
zEecbU9%YugT`1(U9o~Jow#PPjwyJ}Y7JF1RU6YxpDa-!G!@g1NF=+9|UY%vfP!tRt
z-zVog`FT<~PL+0Uq0b@Ciom#+y*4gJP0U_%^vyqCeF_~q>jsI2$Mz4_FSM)X8d=Wg
z&q_x(ER6(rP(Es|cWEjdRq=hy9~~Du;{Y9~gy}d7yY?$#+3Rz;Mx*6kC%w@1#P05^
zZ^F_Ivv6TqmEowOA<Vv>?&~6@50`sN!wxlMF{Z5zO7gBQ1hx2Z3n)rjn@P(KI6s=1
zFcmOzP~usj;w7##nlxFm175?menkPn@9k^yChn@!sMl%UXs2pJSBpL@X=v@`_eIQf
zNnL_RenTnR`b00BH73J4(I1<Uj0k7VIBVLx8R5t)g2OC-lF@aTKXO*c$#_1A-P+#<
zyyPM-uRkVSFa6R!_Pvv3w@2T<<U`K3rOAo$A;Yzm=|THxs}I%uk<xZKPQcmx!zu#t
zcqFj;<FCB<643%|+2ibOg<JWM6dBC&E%~f!?om0&E$sTN7v4ZD^WZwB4L6Y$Tr$3J
zZ9(t}k33ttzcu-E_4NUGa9fz%V{)4u!Fc5A%-gXi5(ysl>x@C_w+}or)_NDDt1zpy
zx|Ukli^<i+Y0K|*@M>e$*O(T*%((D1vd*+Y#_jhzJLXdxUK7KS>e60RhC|?$U`n!O
zf?qhJBKwes#2)loS~Y$d;nw}qTnBe+K2Xd**xU9_zf((46-@y4ad?q}D9td;#@QX#
zJH=3;VG8pbPlrm4U(T`-ppjj#tpqi!&Es?ke$B@tUugIbTu(0zU!QIXGE<{pe0NrP
zT9^#~^2+zGN?BF)ev2h*NY_YO!0@$y)k=ycob1iqT$7Q~T6GWxA2)veT82BmEib_4
ztf!I|c8wyF=#d>V-_p^i&7+<av%cJ<X&ROiUJ;L*rl+oXi@cymHF=^bDJ~jUaV-DZ
zIo````dQe_i+w5iru+?tSI<IbMAwQS>#pzS44UV!4=9FAL<cPPSVoU1y+|_-#<-4X
zmq8Zh5{hlD%lbQ01|8rq2VhlD+7Nmx88}gN<J?<vtfTSBxm)wP{BcHP(XH-rEzTaT
zWxdH!5(E)v5lUHoM<a_a#Fn)(V_iT-okV|ffa@NEPC%xyID5<Xzv$nW9DLF=!$ZPB
z($C&m8ur%<U)NY@lWPfrJD3b8lI8Z(Q6&wMqF8~r7W~0^^sD8v`q7Ue4210p21Mh;
zvdc>OA6-LBsD0D5tNH2tMc=F9)yUp~p`^fx%!ms0<nftT-xtd@RTab5mS0xS+)r5_
zf;qt2&yiys)mP7BTsm@GW`=wS2tmtQ^_!)ro+IK4S&9~}^~7`!&#<d2K{61G8Xr<K
z2nQ>)H7X-CHag4B8hvH2l(N%b*M+UGINGLPp(mGyhy+Pm7LA0n*B!Gz3N5|y(oYaT
zJdmvLLB^v3SPU<=;-Ya7|EmA6O8L^gqwurZ?R!(MOojB<cx5Y3WccLJH}5(3OURTF
z#E_WiZ6#<lsH;wmUh_U6vpO`P!HYLjHp*m#^wdY*!cs{hHt5P*6?sxMO%^4#e2A8l
zZ<;9F*P5NO0*q;wVvqWDo3{k4HI~D=@*Ry?W0Dii!g0n#gjmwhp}+xHfsVgu<4gq?
zyrwdM(eIon%ZygsP=|zv9ojvc5h9BgSQsR+s`)fR0?M=M`#;Tiw2JIQHApf#;=<(l
z5;q$a%5AQqp_XHkZLNXoLgVv^6RxohC3Rk|g=JLxUChjYkWWtzb)?$z7l}Gs=9MBt
zsamdv`iMMr-~{}^sLo?MVEGh>lW<W9!6J?WC>1GRa#izq-5pS@Ft`zq!e*;_6Bf7a
z{`rfv^ykay6gUu7Y+7?=GPfgj{pkT%jyr?moEA+Vs{azPD~AGKc&3&TXJjCJu+$Br
zf{YV?8}8D7T*(0~Byqccy3WsceX&<>)gWE9f9X!Hgh|M$o_1ce?{JZ2X@uW+dnjK`
z^57#v$kRB#kGL`BDTPEvNL790`_BQ2V#R&#Fx+g}<!rAcf_6TlX{?K#cY=j`dyu*N
ziuIn7WqAC>5VQeHAg;=-SK6vKjAhNXgAKmPHq+>GO2nx$EWPAwOq9>}brP{4IPGer
z$V`_xG#zf()Klv<MtD9uT&J|i?CM^z#h3N^Etym)ShTp^6gp4t?PUpnw6D3GjIn1l
zsf~q-FQzg$hC5UDfQ-wf_Zuh|?f-+bOObm@S7D@mmX}I)<5xzV#uqkV1j=oR(TJaA
zPgp^-r4X7}X0Fh>c#tGMaUJczJd$J7uF>kedl>g&KN1p#t_#`}Y*!O&%dk{Qc3X2x
zlbPqc7JQUBd9SFO6Cv8L0ak0uU6<!>_Fy8%HcyqR?1z1V8rcB1nGHafeu{UYm3r3E
zC6_Eq*7+)yxzPy~$<?lnvt`TYJvFn9$5ZP!HQ^tuRbkxw%b_)V;maBxX(k%Hek|q$
zue`*(SMo$m)i}nxhm7w0cc*^CK1xSb2V2x1POi6SXdMglM1N1-IFT2}qk0pm+I?6X
zX~VMK7WkeQhyp}1f2kfmg}-!sF~#UJjF6l!;^T);mCd~|eEB%uv5kcxkmEEpn97)^
zx+Q`i9l$NwiQ(-Qb^ba-XlqUT2%lLSQh~Sd5d-XCGe%`KR?_YaJ>iot`tRhed#Y27
z27*)9^`10jZUjgs--B+BJDLd;-BDw`e)3?I*Ggm?H-FMvSV+Hj&#P<H?_FkbG?myE
zUY(}tmZe{IuI^8=z4JJaVm13#odMp|b6_}Eot#TmFU-65GA~NJ#<&?%g_R+&)Le~d
z0+#Ao5+-QBqQWvm$gb5+ivg$cO0`$!w8e6n;7>^Au*_&|9wM)dJxteXW(~v5pEQ_0
zRzBvuyDKGc-Be+km<u&RG_^L2F#2bxG~%A8ZpQ5w2BuS<EbE>)?jKc$qs*7Dr|B}?
z3+vjKFiQ=N==F6BJpU@|<<n5#xrQZCGJL^WnNf`rMq<c*PPF7Ps_p4p^I`k4{bHug
zHM032t+5-Y5<O%tB$F6;%5b>H9v>{ukQkX3kGF8IuB5;mdSY>QQS?5)UOV2<WoA||
z&7kqcJ;^4PgeB&(fvC>fa~LyPMKN%G+_7Q#(e72Z^W$zNw_t%5s-AJ7RJrV^thr7j
z8I#8GZ7);Tm4(m?3#ufh>ASfm<YHHrSW0!9h8zRj`@A7s4gPZ@EkROfFWbd{5_t--
zc;imSfb>w*0Ul){EjFOk{({nxVF-~y?@|;*3LqSXTJgJKgiOU0QPydJC^#hU@)YAi
zgXd%A8xUxU*U`u9qcH3heC^`P{z|$b#0woID~K!|JXMef_iJG*i`(mI6n#z5J&V~b
zX_EX}=CF*t?VHe@OK!+9_S1Vu+2HPbDp`ZQ_xx(eN>_Gu_4PLUUXi8k&3Mz!gRR_<
zn&CS(<t6puA6q?yEnJT(NAqXXlT}hR!^7swwzf2&QPE#zAtjiVuZ~tBK2Jj;T?gi_
zf<$Qj$&$)XFAkxkJOT%<SCKFO!hlTOX`YxI<7q~o5GpZU-DNd0Grk}v%gngCb`<8>
z458sep%nw(!ENiW_A~uk{NoyD>duqnl`zW_%f_Aq3m-dETHcKedmibv^)V^8|E=9A
z?;69D&?qlCX-x|^56uUS{@B^r*{2lM-1|BSoY+P5n)R(cea_EC#upM!%=*8wsu5H`
zDcVm>OOaN8jzg|s4L@0*wnT>Xx>%Peu9i%oJZn$!CyJ8rIF{z2ol622PtI6BWrlq3
z(BmyW5NUfMmcU54RXUfh9(<=mQDi*We6}K#QoT>2Dt2wt-Z-34*$I}=R(<^nfq%Ix
z>*L;%6oT4hn_jR?73QAzl?IgNp5I7Y3J^VKrNcYe>m+ulFP}cEHA!_drS!}4_i!JJ
zQv0LB9^%^_nBN*g?%H99??sTp<I&0FiKnW8PUTJ651%BrR-}6e8%sl)Emd14%qgBG
z$`v;gjdbSw#h73BDxb$8MF){5DaIvrCYA$dnM<abDm_PnXUbZZs#+ke<)suEPaC6I
zlspCmA+(=FF~^CIBjYHqAG({d+`>t>3e{Q*sf!5$yT+CC@=ev~A0v*;Ze;M;>u)r3
z#x^oUrH@DAQ6}TKGAB|?uvUnkAFzUol5fTTVv))M{Opo-KmEMQizU)^THX*`>I^yH
zs1>9+O>Iflj)I%^m=E)mK`ze9-Mv72nIe}BpR#c^ywG0XdWdUv^`;SwMhYN>F6sE4
zE{zVU*ZMk#P#O`xUV!#^T<Q1XRIFz9DWSs0b0+Zu-^LzUv()Fe>lJ!*J769cWCfiL
zV#imM%s<`1)J+WtU7}(QNg!ujvEOd3?{h%#rBZf!qEQ-sZa}Ge`CH5O)qaSgG<&=F
zv%Eef{Q;q+^Bw^c+Lw;_?n^hrw}|vDhaYeWkHtrtY4pjkj7#e^D44T*UOrk!oH0U5
zBStpQ5S}zbBH{+<?UB#UO<w5pyCnVfoqsSLp$WgQrM^tP&(qvXY1W8g6V9Jk?^9Yq
zA1CGVvw1dMQXOILJ-FR&#}aqL)$aRqjB&Z5`MUL$MIYXtk4i!z$1s8A-Oi`(SvRxg
z&tvpJVfVbF-<K&3L2DU!%D<R;%`?ITXvY5`>d}_gU*TM*eOg{Y0j+)71;2_{BKbyM
z{alNENE|9mep5*`$$XHf;5BL^A)loz7qWcYUw<p<LfaE!eHDvcSVi-CuHf$~B3T@G
zMeHUFZ?jDN3E|xSIp7ia3@Ix6Q1Pmb3qI3&r;*!8x50Jmg~OPt3*<C8`7H48p#PY&
z&NS<=wNHV?`_6PFzx^r1`iEY{p98475zgRYM&`0r$L~v`P38j+hl+(+RQ?YZ!RP%t
zucB|p>K7*}T`Aj#-JjN>!u-LZyhT_GHwN;U!vFk96YE@EdzZ{L%mGaa>!q5{>8e#6
z^%N!olaLB=d)O%FJhZLYTv(>kH0%e8_PkGg`IOgM3_JIc@PxQ7RY^51=GfEMlfYzl
zk*uH7+xTj<+`5~06(^GZz#h7*=p3{H|9GEp+wsUFxAv%iza$53`+07QHcB%bqk1(N
zKvaE_wr@Wljg_>o?~4&oYCkIdMbQPpANbsF-VJ3b`#WZMxu$Ue+}{cXnRn8ei>2Wn
z>FMchgI-vVu<yA-X*{8m+R*-TC)!tZPd<Vq4StPQUhKYt2Y|~@jsCL(PLH?+pu|!L
z<O~fiP^pWk|NMt1{{(_u3=abrZMs?5d?Iv-HcUGq=SGzD=`;{Se?U_P1Ac;GO3~Ex
zh%y1sx9`>#G}%7yuJixdu`K&ru}S^T*&c@_uYcL2_kwSIeJ(s(ZKTe>G)=|t)zn~3
z=~Q=NBA+t+g;m)topM`#Y~TVl?cV0?>0lG-jM+h6_c}CXY-PGs2|y<Dp)22Id+mdZ
zK|nBjH*e#K{`7s0MDm^L{1n5l&|1IpwW#B*``{jP156DmtZs@}j8b0z-j(Rh%+wPM
zJh{RI(1x6IhW8^-K0?at5B{0>-Fftxo+3+MSi^n*!6;eUdOz$3fKWdsv<?k0GW;@~
zoJi?x&J3icK`E`t=DDKT=p<@+C&ix>T7w3NRj$z>2W7Lg^Sk!_h%9XXT<vtpB$*4P
z<fRA_7?kqpg98Z^8Xv)MKJ(1Y3zZF)_JJaN;UIa;k>mXC)cs`u@2dP~23lxDK847Z
zw@&`~tm9*=h9JNBfDezj^C8%<76;gPiVP%6Ew*VU8z+S{Vs&n5v=3kRlMDFvWxOn;
zy>opn5AUHS(X#ZA*Ir+6a2$HVDy&0?7aeW*XC`B4$8Uz-y-u|8LVqY!xij-~CL*TA
z={8@qK`u4SqT53aCp9<H5d6I__Wm9fajOx4e@@N^p7JDH8DQYh9udScKpLDetHX1;
z{!E|7iZk;UrpK55Ae{Qa)S6<C+I&|w8svbd;}aZ6RvzAYu@;e6luqd!&r^tyWlBQP
z1nb(tQV|Fp?-kai##$zK5TXxDoh`_K8}?5i(A+<c7$OaBuM$Gq=f@Mx6z8yPOr3bG
zq=xs{$MG`Tud!a#eekJTv~Ec{rRk`DhE<JcW>sap8g^K}c4)RYVXiaJ2ycm9>4_*K
zgwlM5dOUT05S#Mey1jZjbX(ZJMiY2!2cI5{1xkoH9mKQs;bgc^TyTYHoS=FF1%|No
zL1d|m;)hL?h7X3e`vCNa1A0<lSF{_Z5HeMjR#pm*s@_QjP`?gj$#*PDOcY1iJz*r%
z;K*7EXDbESdSK?&v)~hTue}ll(qh%-^)XEg>=QqTiI;~y_2_FTo$`My1oE+t331A{
zBh1T8j^DX76qRCBRwVNutYwFQY6R_w9&AQC;H8kWW?5>=u6uYimT&lQ3ex&t;OOAi
zq*EPiD}xlUm4VlGb&6JD3wR|xGF+_or6Po>$*aEn<^EO&S?0O-TX}82?BTurCsE4K
zn>W(<&y@II8TLUM5Ht8p!FBv0v1Lw`UXkM$zN;90MFM0FC>2gZ@xI2wMa`$t<1@c(
zd+_aqRYH5rpFG*gFV!CU?d-xbY84xM+U<weQrhT;NRSx0WM2GdBJ$rM9rK}9dTcRA
zzMYI5#9s*yAW4-O!@??h((C55PH-}q-{daTd&fe?a`*;^_v4bNN;bvlRl$?xz{K2s
zV_ZjeyjPmPxPU4q4u$gU=cJ=mze<V8iria91p;%JcndcgW_#3Ymtm6iLcS?TXluR|
zAL1uuc%!yOd_$;ptU-$u{7LsOax&Imr^|0mHft^GX1V;nxOt-j1ahou`w##sXtysm
zI-%nfJs5KrRwt~{Km6b)?3Gq!*tW<$M_oZ~^HU>*-k~QnJ1n`v!r(mkf3&Z~*>t!*
z{|69{28IB7yp_xbU@;WKs45Lqip5~(;6L1wVQ5|ck%Y!?Wle%|pr>;4-7<(kHv~h!
zcSJOLgKG==wYxCii-g%|PmVV~g#uu<Wxm*^Cfy)WG%ZU#INiP>C{5XinpEE{tw}&B
z5jYLaN{>Ner59-gwC|2t**_VS-}}I8Jn9crXRSj%#Z4KF6!NV0Sp9NL64|dg|1>TY
zq&WxWqyL(2=yc!kBw>b!f~Je1Ys>VO`JD$uQy=c)P3LqnuN7J7AioVmyI4%n&5@U|
zERkPj%*riH5aQAa)IU+!HTkTuU6ADnCb%S)CMQ74hhPhD5!s6S6n|X1?Q2g_ViV}b
zo&mL<k)Y8+E$Ehx(-TCDo}`<sPEc@2u{d(spM3?>R3H7eKT$3@dws?^H=A;Hm6KaW
zP;wlaVmtcVQZx1?mtCJ|&&;hrmf=xKyb34=;Z7odoI=x&HIMhd(E16VWvhZDKs|@v
zcKA*crD`)gWq84%NV%xxc~>H9+<Hr%r6n0Hc~+z`e9*GUAFCpL?m<!ossRAZ>6~6L
zb*6$~YNz4ecV^*hQK@Jg<#Js^y<VIk6m$by$WFMFWOv1`^tQ@>a9LH_TjAOdA;i~K
zg*Y#OX6K-yU-ZWyKm}k7?#x<c7(QJA`tk8T5fr{sRL-M~@<Vq`rm7yN%s|cBZ?sb8
zl|}-D{m?_}(j;boL-3OLi;fT)dLn^hQ|&H`w7X;F+hWh($tMR*`iBMHoAl$O+PKYr
z=$N1e|Gyt_HZJ-6e>gto5dXoL`-n$~wx{r!-~NA={{J5UAW9JByT^7!9OKu_-*bkV
z_laiy=CrlIIZ&1J6LiU@#u4C6m+rT;GfU#v4;6D~5bL)hoO8X!M6~v9(UOM;d>;4(
z;60!n#qWP%{}!#i7lk9Y|IK43|LifHA~&_cO4yaX+XVxjDbKw5(5BF9>rm}QqLtWN
z&WA{~XU2n7w{$d*YPoGLQ1I$FEnqeXY95m-R}#}SLTl5`dEa_h9^{i<r}Oqe!p2UN
z)m%Kj0C>VWl*|W~PMjL3DpIwz%*(1P8QN(8#NLZIB3P+-8^BQVS?r0~8j|Ar>XMmY
zsdZIr%u!Y1_vu~&z}epI7F6q#w5}Alk{(P`^2*{ncl#M^u(}vV!ZcXDxuI1aGEFRo
zcD^vkcP3=zTb9~G+cT865{8EuLV)|@f|^(5l+ql6Kp_1SZz4qm{rB>rgF*Q899HpR
zQjjRXbCBlK1O*iyP!u=_LtEV(#x36j1zlmxq9l>C8GkK;p(IQwl(oh*&;1#7=4OP|
z+uP6ktK2NR9rqknsr-UQ4PxAl(#?(wZB12hOW`}~s9#=x@;BPiDRNhvJvaI6eoh4d
zR0DEBwI5d(bb-Hl^PWD)m-#vzQl^F|?(WK?x%Ta4AwtTk{Kd<uD)b;yE)T9-<w|>S
z64=aR-90=Twi0d8A7Js7-Xx?1s74Cprnori!a=Nr<{-jJ?eO#v+Q(N^z8atoITO+~
z>yd&%;z4TAw$#bCf(-TI$EwG70wc?L`r$rto2lDKL}SGRP{*bV$DTW};!aI8(|{36
z>}<LNYG=ys%nlrq&xacf+m8$}J}nS5y`Y3FfRf8(Z!MnO{qlEK0+xbWobDBiqm&0J
zAe=#!ltYMZOp&s&cvFv_t;-5!^q1of{AN4A^!Jauj}QBkJnqnj_!L5EcrDmqSyLlI
zz**ER>&WoWl~6pt+^vs~BPe)}@V+-UJGgb={`K*y)L9hL5H9vxt510Y@RLbtIP-PB
z{KKUoAG2$S2_Qq86VmSR@X3?Tn$B&h<{W`=!}Gbih$k4EtBtdDL%83rR9V|tG5T9G
za#0gN{Qb^5e(MeY`;VEEYd;L--njO!u7YUHOxp0p$FhERWo4x9#6?`|_*eH&{b!x@
z-wC!3?8@ingyy{$7do(5*=XLn%!|=Eba#1A^L-p0Yb8C|w0X!hN2dcs_L^tF*}+e%
z&UyJPM5C1G#$S)&`}T6Kg6JsDdpmM$w_GImyA0hrvGK4t@1~9bi$Xj*{9b1cAUs0f
zMQo*gwRfz$=JU57u*$oP|FXthFab&G^gu{TP)Yf3R<M;5#}{NUUnAj!YY8^S8^Z0S
zoH)i$IIYmTdjMxyZ0*z-d(>@ZaoSnMck;$I9zplRQr1b5;a~1;&(XaWR$!K`K?O7#
z1rCX;d?>VJE@VO#3UHIH4m!X7t`?7Nc8qz@eIIGdQ0{Uctj5=aq@9BWaq5&7I7}sv
zdC<hf1Pby@XmkAW7I?6Y=JGq9wq7i2aopR$Q}(ZC7k$@7t>~%=8QeT>NaZhgHzzc4
zpjE(6svwFV^fKb_<Z%7kJNN(k`wMLyP7P7wG+A#s$St2{SUtFNZoHfSn}|8_{^71-
z(%KCh{~_;4<*~=YIk=fazfysfNKKh<KMtIyfC9pY+9qqJ!F*v=cgLe+PLsX10A<Yd
zL&rWwbvSFy$~`Nm@nXI`oIJb!OzVCdfU;kcB;Wl?y~#t39fwJh2d9VYYOJtfq4NRE
zd5Tjw8vxEy*QGV*07qnn$)PH?y)Z~ja1ud(y2!DrE#}gH$)Uf#T-a!i!Ct{M$ziPY
zoBP|reKt5VgqCwX4XRP=Z>s=8jn=@T{icbNW$qt5ZD;-RHYG3S1xn$5EyN2x<6WzJ
z7W)AHms{7JcRV?N0U%>hL`1PIx|0J-`_2w1_z8F>uHqo9&J3S+<=^TS7;)-<(1`!=
zqnBlG+#NKi6z3#LhY$XXH(7t5^J*LW<S7QYTWSJr-$p+SA3rn_vS0%GWyOK3rfVEv
z;DQ^i+YmIi{uUm1PTvi%tRJ*lT+}`QEa3<J6Mh2d$;|#SLiVUp4m4Z-r;9-Cijx%H
zkz?vjcOaw|keIouc-Nf8^P|D>&7d(={Ogv~(k}*kA3$v9-;z*{#?$xSFCBZzX=VPp
ziAmE+Jhp@Va(nUipMD?K*$$HEwOqkULGh5^g^mQz?2Pyp7xX#k**A54N6-o-{;CNY
z6a34`9q%>2YW<!72{3X$CqvA&(7@U}X~3uSVQ%xJZqZuSQ+H9nwETBqmUVvcD|2-e
zI>=K(mu#?C<qyP?>Qe7{nT5AiuQ`-UKe;2*oX48y;NQVo$thD=u2)~B8438KegQqR
zVE_~0Gs0G;TKeq#hn-?ozKVA>1pE7d^cMxt2Qh4g|D3&?-`A^Mpf}W2ctuPOKCWMJ
z>(diQCb8HC4<d*$Axqt))V=}4U!Nyg6(Grzsu|+2<h^Qrr*7#Y_?_%S7keTou%XSO
zT6<Z4Al6u{v^I=8U!Nlu2hGXP7hM3{_md7n?BymrP6q1^(mEKG6Cu;frn(AH5+!d>
zxSpx;B6)f?ELz9`I;JDq-D~vyLuhY_9Td={prGxpL$LB(?c8DHa9Y_wJ800OChdUf
zx#IwX`jLJv4|O<+7r#3QBYPfLe!olRx{>D3!GK4S*aYx{Q!Z<dcJti=Opi>pkvBK*
zPxY2U=9d9kNU6?$&QwqaB;AwBxQzr8I#}(|LN-MI$d*1GwR_abZ~Rn|rg#rd>;R-9
zML7m*bq)m@Iihi@oc0kuX12dVj6d3sHq<{eSR)fC=`1xoAz2g33`J)^q?Yaidk^ov
zPu%?Q@8HtBx4F1W*7r{hdBgS(i+&byfbUcn#rgmO@yWP6gGvE2<vN&G0l<g0I;&A;
z@>Vk_)iT*iRRX<#CbSI@T7NXQ)D~U-a;I-gUzeF?rdrrUrhnU0J;5}!6r)iFUISh@
zJi=+$wAK1eCp6(wq$GmcsnuRe)yeQ5nfnvf>fLz?@tg#NdT+bn<Mv~QT}<b2hO>^z
zGowb0#X>V3nUajO3|WUq==oNOM8MXJ3-);`k1F#fH>R~Dis>nBF9zcjF+a=Za8v>D
zR9u-d3wOOU(|1$RW55xLPj}+*VjKfc(Kh{Y7%=p1N_k$n?Q&bTrlzX~P^BB-;2j+H
z0E&|4Ln-?}yNz3W`4FJ?bRT*vYbBkH<@8x|OD`nE>n@-tvW!x2_zN7c>ARm{IX6sl
zLuIgp0^_ueF1XLPciT}Nxq2u-^c2MzdH?uC6dhaDZ|vVPDzy0Q598hs>|g^H`hoXt
zVBJ5GfCF#+LjwFGf%owMd8{c*)(pF#=bzql@%KU`hiLL4lE)v=SyZC_c|-F3zt0nX
zLpHLRMy32NC*(ggz||H7uyd4foLc7wh9jWZrUv*4w9_skpyGzcf|;0&o9EWY9Sid~
z88O^=bnpiLB<uQev9L<8RZ5%e?e+r1v6gacw;c$Fu6z?to1b>OzZXk%ifEJ*lWzEa
z*#~r4QBpS5scxkW#26vX5xcF$A2~_%eI5-LPIU0Bof7qFJymcL=NJM8m52kY=Gw((
z#fz6b`S=IHq>USfj_^7e=T>}N{!y}oWjd%jFkg6LucJBNlCzu^zmqwA19YN02mohS
z&=U%+tk`CqJ3Cl|lD4Zo8CQyB1^Im7R=VysqsLvPQAN~7JGt1xq0?aAM*;95j2m4!
zD|6rv4mMr|D9<aswZ;cE51jSpL<`PvjON@x70wsj1Xi1iJHS4mrsqZ<jMGzP9ddAU
z0Ed?o){B(~7?)AXzl+|>LFWL_Wp&2Fjr+N5J!gz5yo;XzFAXooU8Kt$KfrMI1e_A*
z0TAS*blem?2ILpOjV2Zc`X+7w_=j9fT!|9PIs<0q!pdX#T|-@qBjLEusQ~VR0#5yn
zjTRN>R8lG%D~6^a(`U`sjGHflyZ|3O*TB0j8GgJOvfE|YK45gKPtP?=^oJ;b%BOE!
zafQ!`#pyxfHM<d0;M!B-wex+dYWpmm|AK>on;NcxRV97k6XAjJ5uY|$DnPv+ho#_(
z^p5%^fs;K@crWUJm~LYAL1k_4$>))xasR%Uf#-5OVLtha3HS4|7YbPvd$u()YRvh9
zs5EvB?n6c>=_0jD>S!tpU^0$l2M<CrJ10AGa|NPp;Z1e6dlEN)bcj=jV!r3eh~Qp6
zCl(MlWHj*n7H{p{W3BBX2}3ylo8F^HEJh9Wv2g4epzJu>j>Nfl7pCQJfB7YWR3x^2
z2U?;E^mfdBY5|<)$fwY~(rwK{NqH{Y!Yv55tSch^db7ZTxGK5+^X47@>n1D3xV8{M
zVp~31!aD$(VmT9FjPS~^j*f2Z5x(Np?ki^KXs&1a%l`6QE|ekNE^hyZ&tp(Hee4r0
z=L7&PZ&%VF>phTvd+7X$B5HXOFC;{^)%nXW_h>m+Iek2#^+`PwKzhN0<aJhh+ugq~
z18X+lwRmYuo|29hA^;HJ`%HgV$c%%K8~{X>G+FdGe5B^u=p@}MY(c<nS0jKG)S;iB
zY2|B2?xChS#L5CD%<1d2+R;Y>ITNX8oea-b-}>~E57Ek*GvJu+Ib53tiqodoRu!UF
z8h}zh=^ys(zR*bru6WV);XPb?9}L<K3^~yqR9~d2efwo|ViQ=`gvc%hGd($rgH>+M
zDbjZ7ugMA9t`HMR2ryXp+C^1ZH%31NClbgfAO|%*yNwIhNty+-t{)M${Qg#J%c~?d
zCJ=B|5}HWsH2+*w@VK*b1)u6{WmirarzJT9f&d`Roe5e?BZP=rHT7V_*)EwJ%+vv%
zf2A=ikjm$VUmpn|BV3qw0Vbrwb?MmO%1Y*B*TCJx;s8z8t^#1;Ig7#HC!fajcL3zY
z@u+2iX=aWeNVwBtOw#26t-2yFd-<bS8*o6EYR}<xNm7}EUgg@e`+E!<xsI8v)ExyA
zx;0jnXxyvNBiV(%+R}LB34HErVZ4Vs;LK5NNGmDIl%y*;`Paa%nb(H`z}m`uoA1g`
z&D{Y*z(ddus&o;9&Y93t$FNzexzw`#aI|fhGoX*ra+>GBxT#AZnE6X61Gs~Z1KeMg
zD=CrXxt(jrdym5&v~pJ=HW(~4YMc@GKk%93$9^n8#gpSx1+%-+)i<;08Gr#Ve+Mvd
z#QsKal0a`g8i)Ny0t@)m0&e?unS&O0F2QXeo8TL|I!KDG_67rdq7IzE?W=tm>?F7J
zO2W2<s$P4e6i678(lOU;V#;;Nlyd;ju31;PUhBTt>K|co3#`L|pE~AV+cyl@?dICb
z8FSt`R(f*<Oj=T;PoF@JJK3#vf?Zqy6V2k^CUfI-@#B2X8Kcst;VV-Gdef|xUhEy-
jP3QOhR|f(*o9mXsUudDt<oh5HaT(~CUM#tABjSGn6bk17

literal 0
HcmV?d00001

diff --git a/assets/oracle-mem.png b/assets/oracle-mem.png
new file mode 100644
index 0000000000000000000000000000000000000000..6fd0dfa6b94cd36666c57a79b60acdb26046157f
GIT binary patch
literal 15559
zcmeHuXIPWj+AcGW6*W3kL5Pk8EPzOpuA-ujf=X|}kx>LB0YV5pV?hK2oKZnVKtQ@A
z0zxPu8Nq;x5UD{($Uq2zgb+dtCFQI*ySUH!_CDYF_O-9;{P0(<ym{aCt~~3h_x(Hx
z=j?1ZtW#SjCnvYz)X8HP<mA51l9T(!dd(_ug+JJITu#m+<<zkwj^QvKeQlqoQ%s9s
z)0!WD+4g<fqit$?-u`g!yN6E3dpzzW8ZBrm?O9h<q<HMv;b)3&j*1?;j1=!xSS%>I
zeSfe2hP?U7UzKxJA2>bRfBV~0C%4_|l3*>V2J8j{K7k*>K=Ltze0GGy{vdns@gn<!
zv|Ys3y?=fq*u~q6juzlUZvARCd+_n|5$0MsxnK5QwfII(?%v8|EpV;knczD)xx>na
zVDEBoZ!{}_54Vru-^$5tlmGW0sxZpRJCW?4usm6hyS&&S931e~xVUqi+)t89mg%$O
zUGzw98Qa<IvXZbDPwdeM`u!V$e{$z5>QCDiX)!`NIZ|QwnL8><u*mUUCVrjIu~0p{
zw`4kf5+R*O(49R3dk(^kR<Cfw!_@;{o&S|$DWoar`QIfiB$2K@u5W@^TfoT4P-~*6
zq@E$hZWW@~Ogu>(SUd69H)~G|)f*!Y5tX-SB5gGzo@ZD@RCvV9_0ZJ<UJO<DU6MzC
z&~K?>XGLK>5ietxy0WWB3?DsFE#X~$Nnw;$v>g=<XQO)EbXqAEGaszDayw4x^-2md
z;QhY!k}+FrHC(Uu*(i-wzfrWT1PPZK!rH`z*5dJREMah7NU0i5jcW)i6weRf-m>p!
zi+&~)ZBEni7#*BW!@v5F2`A0>2k3BlbzCfK8Y&*MWi4#+ecBPi_*Che-U=r!j)sU<
zKo<_{&u2>)v*EOwU>)IF8}Fx@7?EIFe-(4K%bq_|lXzXWTW!s}^q({0f`(n({dVEO
zN#OT00`c_3VA!^2=)0Phb+oMP@Zq&WPAN_~YV(s9e*7c!(aN9SeQy#r(RZoA!OnCS
zY$A4{30iI8j7fEgzdmAo55*1ZJf)=+;g8FzzFtr}`Xpef`}S~u04~tYK1y3$fry>S
zV1@VH+iN8nf~2=fhM<z1t<qMKsP)n{T*EwP#xr<p^wevX&-&Y#6q}8vJ7L`qb7-*J
z!}^h@s@>LT#n$txk)_zW5|39`&zGOUaONNEap)%=rdTasJ3otv8W^BG()XbaFeG8Z
zMG9uHVX9GHhZ`r9;-pKs;S8yJKpCso3+*Lz!OXe9$2;>Us|Vmnb3OrC9_1Z>IK^_l
zZ&=-X?4b)RSnFxf(O}h!RXxr~el**h&JeXRYRE|{_!lZx46=&1=hno&pW-zVO;nS|
z!$f80@#5|Btd~JUjcF`ceQl8%Mm$GNYO=#jYhf;Y$hZ1sa1M)Biu#SomZoDCRfG~D
ziL`K{luae^WP3}(AWs%rPt-6|$Yzmkv4SLTM=N~j^3tokf)OTE8Xm0ejH50O3av~K
zgM{#^BMrJY%Wh8T$BLNHdT?mf;dX6g9-g6TF#ruUzzz8<MRsI_5k9ED<(fUJjTp;`
zPqZ0&qRuL73W%+rc%H#tmtDwVD02->4&GDaj#k~v7Ekz+xm$=>`bdBKVVIsJwY%6M
zX)g4RKFvVU3f<%S@MT2JL`AE6nwTOL+3O>?FDmV*saivIO${4vF@sYw;b?bdPQjI3
z1Po@t7LOC|O82~Ab){$7{o0`r-Uvl9L3!WO0dtcIQ)4E4bhu(MLmE>%VUWFeM!$gl
zalS~ORcu{lf?S+tkwc6!Bv$@M$(SP-JkfO2aRY2i?H@Pf-v^7;%>>*%!$NsW;gbNY
z+kSH)4Vf1;k0bF|*H>$5b3A<d!^G)p#p;goYSih~(CC+{xXAUVKEVi2v%75arRc2f
z-`m}?`eTkgNA>pJ-*vlaz<a4PeXrKUB0C$MajoK1>p`g51L1V5UOM-7Yvb^IIk59I
z^;4?0(3sFg)qdnumXJ_LF-rupCc47rqKTV?gHilTc|xX(7s{!YSkxz~XxeE0;<B4|
z^n|1t1v_&{vw5@a*7I25O{nM@B?M}AhHW|hb_bkSMTNUzf7pPCS`iUbQZ%Mz_q2~q
z?Dr@@WDZ{RPJi8d<Pg?mW~zFy8`uov0XNJXHx%xwCpd^3prT$P^G;a6yb;lvq063v
zgHYZr?i-{5ILi5|k2!=I<Kcl7Jv{Cl*IQagL6QeDT#TGqK)3c$>$%u^_cT9TYV+Ld
z9v<^l&14W_g&-#SjW7X$b{|D~R0_n)16Fl04RgDwsoWXd{h{|&8b+qEwh3z60)Ld0
z8)_OKF`<V#EcTi6UODI&P=c-J8~8CeQN5%sw}~5j#v6MqITgChaUr>1gRD@Jm@|d)
zJtXgfX1nB<Pt0QG!}2nCyRJ2o7RY+lH2WMDtjFg$T<^CTWTf_-wB6uXBW7fS3GJL{
zF-|W!$F(5E1JCpt$U-<O`L8!TGW4jOHPyHr;37`aBaZ13rW(@(H#eFUsglNWliuqG
zt{G&A>5PZWrQJm;XM_TurBS!JXo-4(@ei3z!!5#3zS$u$i(S^@t`N8AU!DFuBEfBF
z*D0Zyw3*@jQ{>W#=jA`@HN09#n}<pTP*!B*dV9o^Sdl~al4HkK&H$nZ2^pCy{vKPp
z!3CE*f0|Q0c(vg*QD%)nUc8kbw~m#IT*Ieh@H1*wSN?KZMwj8CW6MvG?R#4Ky&es3
zn6F(@z^YT)4*S0tpdO7_3T_~hq+-6u{CwzrB)GKC0)1`t!{g(DaZvXmq)W2XC!bWy
z_j8Sq=~^UP*=Lzg!UWe3wA>G(*HvE+V><cpnpb;NiUXl^;@}LMqSrE)kCz==W)R{9
zBWa7~1t}XNVTaHQvt#SFx*+#1ZKVckltnU=P2QUd3ZrhR>>NM3qod*gI!<?Zk;b-i
zsnu#Y9nPppX*6A9V{Y&&{^fl*KHY>7-Nmct6UjAp3Ze;LYY%K82rea>KHAmkGV3b-
zi**r?jIX1%nJ@^h)t|0pDB+EAoD}9K(WLsVGjXL&U9o2vR|!)RdFB1u&9k|;nUOa)
zX;e@7M8@igs*6iQj&I0?cA04DMSJpwH!e2W?hVs8tt=j=M0HIH>>67p5h4wKxUFe{
z$ukM@2&d#VE}FFu-v7#vC4P`z*mOLWMoAyd<<zd8UUEFIv4DyhtlN8mE#|yGhIol<
zy~us$@1;?Vi?qU#A~rw`u<1dMsXVS(U#%eOMd;Ocsd312Ac*&52hqdfs~mj94a#+?
zP-zb?*6Hr}$G*cMDX8VhxF}6Whg`MN$jOrOy+b}FM>ZLCnI#{Kst~#2W&RKqxPsSQ
z+T5QEslM{3C1poXzYA$dHW@qwqg|>A3A8moAzHFtd}p6nKJ`Gs=zPx9RAu#XQef=J
z4(OgV?(h+M@Aw7(TcWz59AswhCQQdV8x<dNq0*biIi{Hz?^Rb~#06wwEkxbRNWfbk
z8r6}*-C*4J?6QVeElzN*u;t_@SV*iLB%fG$;LLEsxvqQ?BcxS_oE?jgA!IGkTX~I`
znM6KgGTJhe;bJto*tBsS#?=P1R1U&kt)~frWV~=L{G=EAn*`%E)?s8Nmsc;KrSH!&
za!Z;?%XEJAU9NiH-7N-7iX~$Qjx8u`c1kUrc_?~hjoEeWV<So?`VP}GvGfJcfscPW
zvL2sXltR;WC=i%jJ@uTp=;gYNVQ^8z)qTz{ilQZZZ^mFHx46wngO9RUw8r|dm^*-N
zt_L1WDQk3yeQwTmj^^a!)L42;JanFfz7XX^fJ5yYQQZDj{mCxLRqD`dZS(k;(B;Sg
z`{&+TGzIs|H6dlW4aNR;O>@kTA!Y1wwN<43G!G7iA!<hx9ca!oidksSs=VV-P}Ca(
zD~lJ0I7NBGJsw~eC`EZpXR!m*`VsFqyXZD|!C{RJPjd$<>fNHL<%1I65Y;ydL!|2j
zVFO=B^3*86nHAYN?yI86o4*jZ>Y!#;>xhX6KA*UFzu1yKe>}foa~;p*CGco3Ddbh<
zQ{`fKRKubRYrh$0^!F8zYm4U`u#w2ASv1L$v6oMnX@B1$&;DH{bYWBlYkrSfc)Bk<
zY$?sWkGjk7o*?K0=3YFdaKk5V7_6zh23FFW4u?^Po@Vr&vv7I%S!pl$(22@UMw)yj
z=v_DrH)Zp?HGX4^lO>4YN=7?lEsdbx58@qODPSGg#^;P+M!oQ8ZU1U|xCsuw@raA1
z%fq1$M)N!brv5TLEayt6Jce&T*w*KLGB0m+?0ySz9tVBIrr$v&%b?UUA@kNE8Ku~z
z=}f|^Er&I>Oep3|b+3tg!gKA3iN6$890^g!QpR(-Yxl;Vv)J694^3ILDG@{tQ{v9O
z(ZIamNLFZ2A>S|SXO`|6%Gt;poG+P#uES&-T4d*P*mjqO)E{HIsHv0l!lzI2rqDf&
zGs;cFU8}w7A?9Ai?3U2j-(J<b!?)q=l`{Q@_<V@Dm1wGoY!4qV@j+<A(y!l*_pz2P
zQj*H2Jat$+lsV4Hhra*59gZ8+e)gJnR_W<N)auXT8p<gvX?p7vvHn;g@Vyf($V`iM
zBhM+>X|0qlvC$?V3a@H;YPA?|l01hMajaIjp=Bbgp^ndO6kZXctHM$|EiohIq$%5-
z$6XRyT2bMq7KP{8Y0cbdraD7AJ)Xobwaj0N?%F!8{R~Pa2V~w#r9(BA=DGd@0b1>~
zUg43XsVI#YOOEIaMth*Nj(_f&o~d<V`~?Q)-GKzHqfwKh?JLFO5at_h0yc8Sr!Xth
zKUjB+mF^8oi6gCbM@g@zfK)w!^~hRaEvj9M=_Am^HfF~*Pj)zrWsn{0EtPQn@f+7J
zEI&mLMjZdCnN1EK(p2;!C}kDBXefn+TP0%8Su9UfdT3Ihv7n41d8RDhPn#RK=0vfS
zDdB>Si*@ny<i>2nGDP>_IfCwrEsz$g*&K)x1r2h`G@m-T_dq90vsy~sdx1lJid0Zf
zWS4aM(XV&A;&J46TG^f{<C`+7d!`y6msl)y@woY=7sWNYhMikEmu{D^v1+BmnD-|-
z#@XlVVl38D+sZfGihn#;x<bM@kIKIO!d%hF!)TDlElW}r*TljLL3lG#o_zDMwnX3P
zH_4sMCwt5EOa{Y!TABNXv%RLJzaCKqNww5n7lOH-<2CjJ&8`vUQ)hKp#k_b=_eyWZ
zQZN2JYECkQid>JQoAoDggbO7bvBV|La3!5R$RHoLDQ_4NJ=HuNBi+^X-2Vp=gb+J*
z6FO0owOd=Hta`h>Yg+3fzFvB`1!a{Y)xjQ`-B3<KuJ9RBuR4nOf&Nh`RsfXf@zA)<
zb{Mrq&;s?ws=&&|Y}AXS^$cc_LIsm?U;vc39`MiE-`EJJ1o1YqvTM=cuhJckppsg>
z5A3G52lUK@JGIuuc*P^(muv){PG)81e`b2Hdkd&!i0uYPJTAQ&w@^FmNsz^)<3B7t
zei#PiIR1bUbZx~D>}p(l`h$|?^*_^diawPH;NA%FWF8bDB%O|EdKj?ZLQQ2<ZCz^T
zqBQW_+1RHp3)V`fMDjl*zI1+NiKu0z#q<htY~IEq5avTm<)+Bd*@!c7u_{Ki0qVFu
zA&fgF{|l6w?kbR;|K(^K)@4rhf0Lc#+d2)2@Uas&fvC?xTcI8uVO$DjJtkgWq_@KA
zmm#5^Q7UsQh?2$7l!C<f*+^zpJq8H*#Tp0{oolkqYkN`hxtvn@0gZKzL^J!ajKJzW
z80wFVB17M$E2HE0Znt-I*n5uMJZ3$qu4&e#X=^XVy=;HogE!Ui?|3*G+pv&(1MZz2
zrWrHaG3;*>qq+~1`8zhd>P|lKvl@pk9JS^>Z=lw>JK+3^1|rHLHF5rKcwDJB`p{^>
zX%5n996^T%$Wpb?1=lE@+3+O;Q3E+FBJ|)r>W?bQW2R0H{q2ogn`BD-{iJwoR<lc%
zSi@5S536L1Q4brUBlV_S99`(X+qkFw+nkfp%aP03n;dUh$9J~}ji|}1KUk=mHEfC1
zDAVh|uOcldjU`w;7tRFL_CkbmiP)mvEPIV5=d*iWv7Kz?8X56{g(M6U#A>(hVwg(i
z;IpNqRKt0p>V>M5CzmjLpV}2qQFo8MEkhK|@jFyf!cz4W2a;sUythaC{rWwD4~UyW
z?QS~_#i<Pa^c>d1SOr;M_25ZY&KV2?q|=If7XL_XgsM}eax2%X$Y*yEGS=_lby9yC
znOe<6DdnsjiYUepMg|0jYgw!&OKaeIOdFNj{O+gK=cSDAZnMktPrh4?8KI2#aJ$B}
zn7>?qxn$Z_|L(v##w(?zoKQ@aUl*C3e>;caJ7aA~Yi-0BoWRyd2FT}5##oT(oNsUD
z+<O9%9JWr+Go6(hY&xL$BGzsOe(-MSWPE$x$Lu;ay3~G+@|ekqx#gb+;Prt59WT=6
zB86<!H#QDQ5k-O=`2@ztKbOm_ELpaDdPpB;s9n7H2Sh}^&uh>BZdDV9ZOGsK@1t7A
zAD)^bhqo&z>$odI9$z%#`({P#);#!{6P?sUD}G3LF?u$0<gyXsRGE?*<@RIaKzECu
zkNR)#CHoILODVpkGdj-5Lg(p<Cnl)h(t8NIs+_M{sNZfj&?}87gfF1V%@~)A(Ehu?
zR|l;Kw>FOp0ddWhKV7w$sd$3s-1b)ay1@Tf2GvrD?b=4i32Xiubc+G$&X2Xfu}nNl
zYYSsfc9S{L9&H(B?^^u_e{<hwn6*IxQ>1V!?$E`-UxW9!REVww7zw)}33aZSh<`kp
zVMyqWm*3N0{;NBX|KU3>pH!!S%D9jBvT36XVF=^mNW=`Qn8=VDwO#<j6ny+8dRQSl
zhzc+;3(p!svpW6AY7IpQ{*LvBwT-7ko2E0$dT3=0tD~IR1O9{Er(n)AY2EHyDw=0L
z+CWeMeaon4rFqbDk0;S)DAs)9OeVhuMfIZ6BiNY&PO_1|WB&ufZ0C<~@CH<piXME6
zclEW$8D^-GsHO2jk7gf1yy+3w1h{K#Wz~}?PW&;i7wz~SLh*fIE;_|kzx7@glK{T=
zz5x`(Xn+X16W+FESq|_3cp(V#$v4i*9bH~vrXseOi)Xv&))J<5^<AfgFE{UCy_0hZ
zMJ)T9^*x-`<w_?iDOQsJhfI!__dfxR9Lt%WPgL4Rd*N0|yR}w<CWCgv1|xihrQYHa
zPi!;4qE#1pU&}r$&o(v8r}?g5#DpZR)vqvfv^f>ZH}1c>1Kqe*tA^E@j^8f@PzPuC
z*(W2tp2)L!00-5}P-9i9PyBZJ2&k80sb!VzW^f@Lt=EFehDsM&$P64|`ZT^pGpYtu
z)s>!ucA}r`HaX|2r!lUTjb<%vKM#yM&<MfV35@?o|FZR`n6<B0sVm0!)(214vg`6v
zt@<0L-|vIJ`)${x4CBc#MP8}(Or~W;O^z$?cRgq5Z^pjRb{XHQ*D!kl4JtUr`08|B
zFV1It)6~K!A>A|NRIu6aG7yD0SB9vS!C9V~e8I$S20&e(hZ7j0Q4`hz&>q;txaH_0
zpTt!r*PPA&FM{6gXVJ4z+`(xE06a?;Z>Q&x6ifDQyQi*$&O1yn647)uR9-shSG#es
zbnR@cu%1z?Q{9(KD4W^OoYAuhW_~(Lgjh@+jxc|ol<-RQ$4y9zN|h4kk;1KqW4Hf_
zh1zt6a}Lac<5h>axCd7CBsTn-wee=a2Zuc6?0sq`S(#}hmJVVMJidI1Q<~n|lA__U
z)e4~nx2S*T66NgU{|0jC4>@5KE~c#JeYR!RF`TW*e$prRHp@AiT-|@Pg5R2v&3CuN
zv{$YdPsLmBms$aUJ?(_u*`H~y&8sRr&%&H`jE#GKuw%P7r&>RXW{upp4@1*}Z3RLA
z+|+r6eadIfME+|7xIj1BaId|R22_ovjv#E-+q*Fd8oMyW3e@1ttIXWl=q04S-SG2b
z*gzmV3#9xP{q|X6`c5_vw?NMjL0m3f9#$ds9h@(=k4Y@;PsmF7XO`B94^Z3b6_i&x
zz^`RzT}sV+LPCIY<@gR&Nm#z_WP)C=8=_(EJ<BQC6O#-(R4_XEqOyH&`%E;*8)$$f
z83#lJE@UxI1?DOeb(P|X9A#ZkR}rl%im^NxQac|cD<eXs0Oj?fX<j8RY1n%$V&`n?
z?)lBMnXu6o30cYid}~SSJ2Op+_r1Xb1ZmjfwAU|r(1)1mcUsFYge*Nw?I9J19O*l@
z3TfeZtp$8!xLlIP71&z{-sGBk29#CN02bUg{Vg|0xTo;x1rg=6JCPB)T-yT05Ikes
zP1%afy6?SKJ;6!Xxe+s?Rd*xIG=_FS7f)Kyevll{TC=ZXLo1@%8EG%RSCrJVSpE0-
zyc8B(<n*si^<%j4ng5^eP#*pz!nQfz^WA61{(tyJS!R-8{c&yXc)66YgQh_d3ACEc
z%Kv!?D>$2>43Ztxj;~3`*F@}VGWs<k|5}uMEzJJA#c9T<{JzcK9oh6<N2z{*4}Pk;
zm1&PLxM~q~*7KR{@{w6bLh$sPg)YW=H44n({9i7*svc*43K(wOx#q^UHMzn@ZSbRl
z%5K>Mn;KM3bcD}8sX4F~{B~ok;eh{}zqFP(IlGY?#5@FA7WX|Wem+H5y4N|gq5g|o
zj~Qp>DD88uIi93k3ldeT21vAYT5r3HXiY!po{=rMEmH5UnjpClA2f8-1Y~>R;U}x2
zCbuhn`F073osAhh`^2!AAf9T1)Ne7kQj?&dRp;d5)e~4wR)$Z~YFQzc?U&QNMt9q1
zO`J&8<bgDjiEWtg4_VxYBMhflOrJD~6@}wLl3ydQTl0)nyBsA7z}6OopP~EaB^!qT
z&W{u|^?G$HE07#_O7_Q(@#D_#APS;Ekw;Uow-`z><7lHf#f521hk`S~U`Ip`LU?)9
zA}gIP%hq<Ed2~*f%A5eX9{lx<m6L#=3w801L3L<H#%~R|Q$Jb9rBz&RP27zf2*d|Q
zOiDDpQ}ah1LiheY@u^bQP~)VF*!P7@eogjO1xa6IIbLwrpgpKHT`$!|ulTyBU%oZ*
zV;x_#ICIm;J){4u@u%lk{Tnh6#9I3<^+c$5)afc))bD>k%c9Mn!o#>J=958{SK2}h
zeB1YLERGlUFq)b>QzLv@Qgr5TMd}e3E@iVPXBR+UPE2sr((E`n%bsV+JMH=CPpyH;
z6r>rXqGQJN(5_+H2S8H}SV|U{F=`aoL)D;C!W$NtJ=fIb^93x)G9Qf`{jdjHO|5<A
z#rq~%{=V#>?+nW4U9}kK3u@Xx@3Ob{8tnaP?z&+Xw+s&po-9JMGtt%i!Q(!ljPq_`
z<^Nra5}PYG@RDUUFTFGW$D{&1;-Ml=aAP^3rQc?P44oWzB-L{M(E#WbaZeKp7aR)h
zbab^ldjz@rMw^n-`xF1+{WWvF9!aHdQP_efjjej5=)=iuKu3?H92&ke{KIyhSTv6(
z(JKg~7HZFQ6u$v27|2zF;6nJ?Uz|;FvM(j+%T<AWeJQE`t|@_kMt$=aZL=q<YuVqm
z7PmbUOc*JxJpEY(Q{TKurZ*1grv7<dzpLPEQv8|l(Z{|37JD(8SvN!lXv%+uhUEx8
z0DPrbJyur!yS8Pz%ixy3q76BMYpQA#00?|t;6EyZf-OdgGSy$h)%W`iX)>sad9QNS
zqGN0D(DyRC`pLj}@Q~zz-pBA<)8X7*vKt%Wj?V<gkZ)H0C_DdK^rFMegwZ?lX`ffA
zKYzVhp>4Cu{?Cp%EbrT7_L_qnY2vfJfAx0Zb2}qx-z0r;Kk_?2>UtOerr;BO<u?7%
z)lt}#;TwN{*VZFuMmPPfs@TY)&`50cKmN27u&Rj#u@=3|(D%8WaVR*~1J&b1SN6Cz
zG}@l&p-TeYXNf1AgrBbFCDVY_^EE+dSxAJ)(>FV&+MM;k!M%Cu%e^DNOUQWbS`+>L
z!JbLc3<V9)t1vy1sKR{ag8?0YMDJPtW<AmGWzg5(d?EzO1)MFiMFZ^_QD0Vb@pBY<
zsjhU@!uB5U9_5!?(`p|&yB8BIfqO@Px}3f;;MH_${_WYBY-#kXSIPhQgk5s}n^t}e
zbE8Q>?|u{H=oyoU>5(+n7jBON+IMto*icPwZjx?D2E5KM_)){Y;Mad1n91Ic;VIjK
zeYVJ_dxsCj9q$T%y;7y-Z_aQMBNYql0fAEk8XyUWR19e=N>C8<iI>9%#8)x`M*(_N
z`$tybm#1rb<4v;9TkriNfi*+7C&vr3brF<oYZ6n;2dk#BmX-mCmPnF<j+*=CpsA_#
zav=E&-7vlJDq!o}awaJLG3EEJBG~!qFix7Tm%HIZ8Fb$&F0{*Ze@a?>zYnK~pHuyb
zsfI0G<;X3K;A!i+eh$AACswLaHXm!d=yc1aDC#rs@UTwpf>CC=cWgvC7Ju>ex1SNW
zU}m$E)d||jU})D_I3q?FxP`mpizVz0Z9QLpjum~$>kPB5rhF-PpzvSF59s<A`uERt
zJ)>OEEGUfrQ{i<!EBySW&Yf&HLH|#S(f?W~e`PGbvNm6ttAFH(zOr{;8B7_A3)(vs
zAdg>O?Z^#(`(0^-M@(16e?|BHkA^NPw~tb?`NoWBB%V`JT375)SeGpou?2fob0!Hh
zc6fT&K&?@)Ym<y4oTQQ@sM<5uBj*0yMQOjk?Jiah#~jhd-v8VR*jt=(;NX7GnvZ7z
zi>^7jVAbj8b~n-gjt#`JI}_P%Itk)=2<Vf)A>*G2>rNE484rAD%P^rd0IEgC7lhPL
zRQy<bhG}r+!<ydalRckTH+S(2jx!&Be*gVICTC3p0+ge0kaIosK4jLA8tSghU4B~>
zN8AH?d*#UtC`J^F2aMy10J(M@w~9AqV5We@>#{R%%Zyzbf32okY}WHFU#}?F(qrIS
zWwJ+IsGlj=_Qz#oT96I8<G6~GaaQJ_t(i{JT+Gkim&&SoLqM&nCm~+@bWk?OaCO7)
zwOZNHoq;6rJc~EpRj3lrpt|{L;Ah&+>$S4Ne{fabajMY$5AjN;6l+O1TC&K--$j+|
zm?g@x$c4%h!NjagEHC&w@|1^6jS<Af0(HyC(3gq}Hw`EjU35@SvUqD1cGt+JHOQ+l
zfETS@0kJsnw{^?GOhG+p4(-!%e^qpu;Gpr-NRhvV`QJoAUJx+pG9pgo#ZaE*eY3`L
z>h~3seLktl@jrt8$slHPa#Fnhx8$ndm*p=pq!J<h^=jx=!02+<?67rWej1N?-c{ks
zusxwu4caz@-46Cj80t_r8nkkDsHwhlREUShhL<0~=UFO(x5Qf9-K>pWIq1Eqi@eP&
z9e2Mb<v@s|(HAltF3L*@@qHS6B6xub7DHuAW(%242ab-jAIuLRNW+b}kFep?p#w38
zX|c<^$;xc;HJ}=I>^|?WZoy{md#<Ccs%eQD#g4xtGmX4tb<jVU-yp0zYeMf%-eOQt
zV|Ip=u=4H5yZZwYY?jrwP$!OmX_>QOp$rEIvcJ1C)Bn0q<xQv{9_yb9j^gfCr)1wk
z;jebBmtvq>KwpRIs{hQ;(tmn9YOJ&9d|smK<%do*c|F3%3fWMCUbEP&VR$qHp)0Wj
zAWcB)0ua;4JOhKlOP09xJ<c9&ffes|Pl6edntCuh<<UDcv$?sX6w4VDq@V$7Zr%=H
zrT}u}=NXp?kmCE*TK_WGY0giPJMf`#)Ng*`lTK^9wN#YGYG^dMC2OKH4eNFD{am)#
z+Z4O{BpcCm@U#n9b-h%kY$B<AP}ZMMlgwC4XQqjAk@kFo`M19xm}%<-Q%M89kUw<m
zCobGwMn%5939)h&c>v7IGo`rLvCH(z2UQtFRmYIb<7M16IqN)cu6v0OD8u)2%*AlP
z4AKDzMI%JaBnrxXTGE*P@+A$0{ZZ?mnanlU?~wcXkBlN2KYf*$1$wG4d15%#^S$Kc
zG|$*Y7QC{}c;7~SKw9?75I3Dxam*`fsAxej>BWys&#=Z2!T1c3JqTL=l<^4A$&j`z
z`eU_q5I=$vm3SgBNvAqU28gwWNFM=qJi)^^6P0+vEjhDUMr2>o5El=~#(+E~xiZH?
zo(AJj`CFI4JeT`jKevf?bAG6-IbwO-9^;<k)Yc*+M2Vn>L51ngFc-X0NGb;og`c`_
z#n>L8oF8{Fjunr0WqV7Ps7V4`3@?BjXoLyQo8wC*eAc5>;C(;ICg50Rf{-}1?y098
zvKb#wDMP|zEN$iV@_?Z=P<)o=<^dXo24hG{7!nweNkoCT;y{yp@U?On)O$sRMJct;
zA*KfBtMN)csQ_erc_m6f+IKfItpA-Q=$~NKnLWh`fYV!@D)%fM4EG&Qk8XMuF1UmT
z{<|Io4rLjbxCb6U!!i9*v*6wltcT?7qo4-G)`)W;F-4v&40Z-XR3Muwc|YKP6;+-r
z!8YUzd^ACa#iWoVjVWL4jJIBR4VjPlup{MAV*`N6CS`+l>0V)O`o;i<yOb%L2f7S*
z0v!~N`ym-NtQ>t_)vO2^*WvdVV$@5FNC)k%C8~^YW^${(Ttgg~M66RZc3Q0&eo=tN
zV25R$=r4B2aJuZ<KbCi#P=Cl>D3>9+K$Y_dVlc{6585<@5g&}Go|QE`N?bH(p-3Ev
z)TJ<dLFi%i0XOY%cRYxgWedj1Kp%kzR-rTQs5>!qyfft5@S6m3ABcC3DU0lNJ7A;Z
z5f6p>En6M#as?Jfm1+(OkY^?xGQl<O=75rXuY@RT)WE=^1>~6CUqM+q=l5Q*e}GLE
zj`L-Vxfg9dxlqlP?!04sarxHSylY@&kG$}iMK88l;uU?<ZRUT+QvCC8&BWP!y_Ery
z^G^e!2WHM*IRuIQ;2recGvREEiJY9{x(sb`N@06Xcc6G2Lp6ZE3Zn(L3|H$G2uN;Q
zlK5SWK(8aX0YT1u%>1W9UJQW}Gl?YEZ1m+)K=X(hEPsT$R``TtaUs*B1T%9=E7Q^Q
z+4JUEFv^7TUT9QVvOq+8xZt=CZUI;vuL=={TLB#=KhnMN?Z=EI;=XU>_L9$bueO@H
zJ{%T)IgF4(+O#KS>f0v^R$}@*JK?r|<m^}))H{{W^a7BKjxY)L5&~LGV##K8kM@Ml
zfASU9*1U_yKBI={!8BXeYCS!N<?6L}`mL9XbYP%&$sOLs*dMX<2}<9Hk!ZneLsenc
z5zpn3pJV#SueNnAu!ww5O-3PUAlI^J$#j?HXqpH7Q{nX&b*Wb&#RxUjBM%kLs+otl
z=zLduwoh~H^!@A_2xg%P-gs**d3%ILBb6W7EX})5X^PMC;BxUteA}KlJ#FG>pt{e4
zO%|;?jNmL|zmpsD1DNJMH3FC)HGp*w55+@ud%O5|HsS$opm_F07Dd{w{mY;Y7@yto
zwlPk=RsQa*d6rmUO`ipEZ$HfNdFUZ;N*-h5%8&IRdR+Xj!+z&D2ko_{d-77@y^Y1C
z+i765XZW~{zpOhbOG|_q{AO13-yg62e~VNC(thl1&+WPX*Fo@<J9XUd820GJ8~+P0
C@))}S

literal 0
HcmV?d00001

diff --git a/assets/oracle-time.png b/assets/oracle-time.png
new file mode 100644
index 0000000000000000000000000000000000000000..9cc6f140ac5c61acee68d0ccdd5431ef1275c267
GIT binary patch
literal 14767
zcmeHudpy)@*SB`N)RwqYjzvcugd`-44qG}=64GEonJ^5gLCk1(pd6aog`zQ)3gc{;
zah@HaoThRdgV|^ZGo~5L7;}2A>E7?XkN3Xs&*y#L=XpM#d;c{v{C?MAU2Cmtt?zfO
z+b10DmA}#cMnOSA`S77{Pbw&Um7$=pz;?-E@E6Wty`6%BCF=0E`%Xo8u?Lh&J<dnU
zxFJhZuP)f+;qz7Bp;t>b-F*@ZtuWk{s%k)b+H$h^#eQh@O2Xdcgq7DXa6fG8Jh4~F
z`&EGQ#;cvKrP|Dw>(#%~&f9zSgwf6YD-NyQ$dSnqRTfc$M0k5^^=9fI#gaiiLp?G&
zAZoRa9E*h8!l|sc55ZCtc5AAs$Uk+yO4<xQJl;iorJ(S`qW`uZ@N=yXO+4+ZZPVbY
zczo1U#pc#DGXn&90Oj4`V4;kRsMo18X<Dtu>E7ZHrF-S=Si2Rcm7l&l)Tesuw0N2t
z_xAqgaCFSz6h$WeoO2w#jaA&FYdGQ(_O7M&GTlE5R}wu{Iav_l>??kY7awlv$6fkx
zm}}%+cVlS-zezVLPm?-ngq6(~%C?bgxUbb3=J<3ZEYVi{xqj$@v*S|dm&cYu5yf`B
z7h4SLJ9C`t!I0`1S0-|NC>TjojM)CDqonioq5M>gp5E+;R>Er~g7a%pX5?b7kaoGp
zGp=(uiXj?|ARqMan|^l`!U4ZZBz<NAy}2J0uT<J1*%x!Q3$-VAd1YnZ*|V)>Ohxut
zWyB$=$geG}h)trCT5$syAu|=qxBB$tdOVvk-%XC^DjAhOVZx1TW<L1P^T~r}5@md(
z3}wzI;w9S?^=xaI@MdqyZX4d44Grj-5g;YKixl-5&79etD+J$N`J8Asyr^sI)jf!6
zZlj&D5tOvOdgjAXn)?m?z`n|HbG!yD+9XlO!idgc5vg}9;*gl>^rRTiPn*bI{CxUm
z2>15(<5s!wz$g9%6zTlBGVjoOWs6c49KK~b2sT%z5zoDNAb?v%5mhyiC^8YnxKYNU
zO1JA+0iniOyRL51i-``^lf2OzxuNEG%i{9+jXf=g`V}W$nVKgK#a9JHMY3#V)3!v@
zO;BXb<p{|nOiwy&EM1@HRkKI@qoVB+#nmBu`KVhp=P%8VXTd4!Qf-7E@6!@K=rHCQ
zcc56kMJ+~EH&oD{4h%hlXZX_!*90Ds{-`2d8)eX~D_g^furKE}>WmE3#ji4`15Z4v
zu^|da)8iO(NsJ{ilAf3~uK8!WN*IU4Rm}n}juXB4Sh~4kRBMf35NsjNcDqeqp=8=t
z78WsP#dw6<S|lp%m-38dJ6kN>YN-Z=)jOjmo4ra$f-2m+A~!`@aV=t|E$aQ!gHp`Y
zk&!LXy8eo=xW`GK;K3N_G#-w;N$)>B$mjPpCmTTdg&*2{ll8JD80wR|EMBH+PmWgX
z02(AH86%3TQTGF_YOG=W(;ZpIseB??vjra8jP*2gebI02fu8L$q)P=cGK+L_5Q+A3
zQe?_RTg+&0!8Tc<DhK?b?iOZ&&9=7v^Pl)a>3k2xs~_Gqc?NOdW8YhjWRSB;;0r%L
z4eW>`!?a*x1mQ7m2vLWvqyy2aTi>0T<etIL!nJu+p@K*QX>DS7-cmE6@ga334Wrhy
z&?-ETd7dUY=D=nlMx8r((}wQ~4N4BGnj22Y#IGI<nPd(|aoQ&6jR^KA<ybG}Rluvp
zAQ4(HkecK+5O>(!xI#}h*W^u+@LMp0-OS@L^Bp8?PfOqyOwgR$Tc-lgVkUu<+SF{k
zIC3?r*SjI%h$UqHJyu=7o#{9pXHhfmaDZQ2L_PzH7`o}h*ycKOU*AESM?{fYF_Wz{
zEgWM$pP^lXZ>SYbr3X=y$+IHPHY`0MQb?-Fmhe(3+xe14i&~S9wY(y-ZSIt5%+Q|U
zTN`2#EwnM*u&8C^<Nf1C{K@d(yuV=uWQ|(KN_1WXRG0lgaC=OCO8kl<GH<x=7E(Z<
zk4<V&<{IucT^X44aufEt__{#&#n@G%fzYNkhICdQHi`aSF8!y|xfP?2or4e4aU^DC
zK5cF+4yrc*VepRzLxL$kqDr1#3~EYSZKW0{f-XE4xRqk8V{EaHA?1@3M1wIh39&dm
zxH3mm)Ynt%DjtxwH4b`Fn^>s^zDdU+d>R#F4pphyCbJspQOcD?r<<X=mq4B2NnRF}
z?#4`g@diENp%$upFW;jJ{k%Y9Iu|AhcrzJmcHiZT<h@MAxgWQ<xggHF&|7@@-Hl;X
z8x13hn3uvGxnpIdLm7@Yh&PEEdP7t4hXg03uL_B5g#>mSj)XzW`KM8?AA;#hK~qTS
zC^BBcvbY32lmdnL!N0!96pJL`$$~PXLibuan(50_VbGCj=BO?gxAPQ<^y6mRt$d<V
zAYsbXcEdf&rxY@i1)nyldRPZ>OJ<NX9(y$R_d*#Oo|l|Vx~J+Mcu=rrk9oD+{+W}$
z0}zcAI3$?Lk%_6Y(#Py^{jt+zs+*AL8#dbdHXt|p-8NfP*XiT~DmJCPh0$war5Bvc
zQ8VxD;pD0sTjxP?f!Vv@>VUj~2#T527enzXId|A3m@@O_D6*o>&21ChF-IkM={P<f
zooWp8N`!_5K*U2Ta58&<;08mNJ-ja-(Pb)q&)UDim)=|f?X|Oxk&eZ9Me5fa5yD6I
zY@_b8WSxt}tz$i>&z4{$^C2Ja+53&?1eH3?0q=I21s@^VxLwxUQ0&D@O^>FF7&0jW
z-RC|*Xqsf2tt`}%x?FsayNy&rU^9zf98LA}B`s+l;a>}21!Y9H7My6WnaxKUHckUc
z;L#*aB4f7|4cJ)%dV0}$H#^<v&#!37w<~z=3RP$N`oTXM9!d_T8;mhHl-vMV6uowW
zdl6+enq?~)-{ISs=wlmI+>*@c7+kT{0NGL_Y(p9~vVQn5)w-7wb{}6{LQdfo^H!f4
z7Zk@j4_aiTV*(K6V|5sPy_g@rQ!Fuw3d~D=42}iHG*xkRZVbqqD9&vpJm7R_f9=~=
zicWmpevauoFo@sEf%a%$u<$bL4z6aTtqDe75=Gn2f68pYSaGVusw)~|o6B(FHItqV
zQifzIoLJ1Wcg(xJ&44071e(CoIg!+;5;ltaWPpS{>b~It2a1{Ohdfi2J#$%JrD-5N
zy)Umi#>0LL7w%<#yt|*)pQ_^-I7}bET+<8fv0@b+Xn~-ZwMnU$E3pq|ee@>ZkeQPm
z0WT-G^O4GSPq?ccU5b-kf{d|cqUcPtZb^W3Dqf1z5F#7dz3_*Gi?^6aMfZ<L3mRV7
ztDlZI$%10U7@4PwzzJh5I_CDMrp8%1ku)^bv0U}MizsF`7Z#*NX5_)C88#mmWiu+?
z+QyNB2P&JJ3O{gsm9wgm))qD0r!A;<LWMM23KO=!S%k`^kL8L@u+hu&b#ryA0`iUs
zw+)He@5QX=IG4AVqhelGBRvD33`BIDuHs?>QRTDm+0#Mr_0#BP`2Ji(wnuI+?Np#+
zi>S$)9z^MHePo&t#3a5Dj#*H6$%W_0`H|aVrg|Z9nnWU&uT?+C_D*m<ZeuoBV;9LN
zzvII!yfo1{Cm?#UObJXhD^sx;CAe4Vg^)1mJnAD-l=9@P*-DD5Bro&C7k`o4cx4S|
zrc6`4UefIuY;7e;fl3qIrPun~Xw4;FjV->y@2bTSq`P7KuO3^d@#*tyG6TXwkLuMH
z_PP4u6ZY_XeW7WqMC3l-QS*=euMZ9v6CMbXe)6?jWL7*4_FP_sZDnL_v*LH+Vs?HZ
zp{YPS*GKtqE#6G;rI?6&hT}ml7ko$H5{gkH8=Q#j#;V9#w&5p26QN{XSQ1*;0t=>*
zJx`lHGKgV}K}0NPu?^*J<Dku(re-}^_Pp1-omS3n($+lOVb=4<Fb{hZtNJufU=rGj
zDPpZW&%_=)eVVu?cb<0dw6RN}HxqWUS<nG4EU%8pMNdn5n+YVhq}e?gF|G~krAc`@
zRcsQJJ1wN&QGv{z-Tm?Ifs))iVSKyyLJZ#~<fT~sK@IzEZZolm%j?BrW-<|ZVt2z9
zD>tvs?!7Y|-(KqTLj<=lQr)E16S0redk<N=COeAwUpyX@Od<>(ENITuz-1Kj=w3p)
zn420hMgVpu8xZcx{z(?Pfj_isx(4OWKl0+Qxt$hdkuf<Fol5mn2`?kr7g$;;xet;(
zKWePdsybpl7>qPdwe7foH%t-;#bdTGgmDa|5Vy4q7J#@@P%)b3({JQ8`8=9YUrer@
zMhCIW)W-UaF7mJ3!(VQld=J4tq9o(~E*g{_y0)$Rg@3q9lyTwHh_-j`_6Y<ZgWNt~
z>yzc4$q%tO5cbpJ@MBawEYW=-?XZySAv&@Nx>6YTl5H{3?+(Yguu@@nout~TqBHkB
zTrz6zq&5u#F964e58vLb?u%M*sz7Y1SH+t)#S4$MP{)vyZZ?hu0Z?IUZ<__9pSNIU
zO?ZECFY-XU17f3Y?vX5XR8Da)KH)fqcfa9bO@kkDbBgifoMzwMz*C`CAt1pT+O*Yu
z4a;2Q!PO?&Hk|}V81@5O@`zWf8~8+QPDD@cm2$Fw5@o(Nhc6^0XikTUDshhHrwU9&
z`0G40i%2jD+&E4CE<dM4(q>5R|8P;J&h0T`%I@v6l+MCrWxZa~#jz-^6=mA$Mbv6S
zHL|rpr6>WHx3yHMwsz))@hVZ@q<ujL`ePs47w$A|TI;H)q`rL%gmkt-B|P-~p}bUV
zjCiDhBpzNbTHZy#kAJxz_Do)I`iBvczcP}gcr6#L_LMFVqFD7^E|hij1RNTp569nc
zrfe`=E^0%UQxW_<Ub+bs!fUA~e;~7h=kg@7R|zH+h>rz#jeI1KXs;l(4D0sYBZ)o~
zWlM|Vdl7ltaD4WQ#!9piYx^N_btBS#7KA=6MiIC44B9ujftWP<-Ys<75i8)`#~(0a
zPcLK=->LH>4?EAA*08Krm_f}3frny<9%9KN*o%ug+j<_NdoH*XoM+}{7*~I;L$s!e
zcNg+xr_K!{Rg1Uu#OIHZYuG^t_;2e6_qS8|B<Dd}bL3$4I)T48BjF5$-ZKul$mSQr
z6nLScP2C@5PFHW5RaFo~nzv_t3O8`Wlcp-hGLmh-*r@5H?)T3KKN+cMFy+0h3np>l
zo8OhB_`5CcL%tG@%Z99H-W{NI#iDkQK!l>$%MLX3;iGP#i!Vxdqc#;9^2Njx6{tx5
zPA^>|*_f4!V@+qH%3k7VTZrU%7V$X0YaQw;$=Jb&vdJHQaYU5p5=4yQSdKkb<M#y?
z4vYF&7U$CgMM+hN18ok;olS(D{j~$#AYQpyOvbYFZVuoj?$X)@ROF=(Ez{>U)O&r;
zIMhhkNaWjMu{^45hTAslIo<x^`wN@2ixM1IEyY1otg^L~XO$E1E3}^H-H5ITGL?)|
zZi^v_FCStfZh81J7jMECg_$=AAtXw%X(TtivM;qKl{Og}S;dAy7G7Y*2Utz}BhgR?
z_ufZtQHoE*k|Opp0kRsbnz*NItN}83c2+Pqf+e#|`_T^x=)A4%ws?QNoHvCIMM|G}
zv3*h-zLI^_7rD!mZ`N#mdu5;fdX|niPco7qt3)d|1QOtDdiTacKmTy(XpUu+fvJqf
zyJ@)fB=1#VGt4|#ws2+9(+9?Px5xA^lnf=S6zu*~2R+h8gBA&6)J{uRL*pMre@+vd
z*6_ub=9_mv(O@EPxK~Gn^0iM$^Dam?&3)1<j1Fnor}5H55$Ch<`5+84g!MeTW5vno
zSB115X7B1znW^fI70nv+4c?5*G+CU&|9L|nvk$4UVco2hWtz(;f-EB5Vs?|6p7;!g
zd#;Ll@+(P^Y}XI9_Lurf{b{sIA|qJU-nT}(o{z8As^%^Dzr{|>TdO0dhu1ANa4SfR
z+n7Bnd98N*^??<q#^~9jj`?#Z+tT-NU!;)_=daSH#y&FfJ!rjgU770Svo!LA?0Ehj
z#zC|2fQHn7!Oq*pUDXZ&`R^jkmnCI^@6H++&p#gJDR<^YTKGg=VZubTPFH`<Di|Ts
zd2{WlY4e=2{Ufv;yE4FcN6)#-PB>&{npN5GQ8VPkYcPj?nd=2>o!G_>@I6O~Vnmn@
zIu(}X8l5xhfCDR~Kkxn~310s$V*X^C)#afcyUVpn0aKmvU@<vrV2<?8Gf%k)P3`00
zdzO*7GP|AZ)P_3)wr6o!KF9qt2D>tp4~&c-HRE*NglTjM%?TCG24FES9l;zyCj)Ob
z61^{2qjN@am7gb{{ZDM(k1;uTRP{sXOw#5!dd8f;N1ql`1KQQ^tg=Ebu3zo+;oMqB
z)%eiXq^#F3a88(Fmo}T(wN7ALuD?3e+bTbP{Z!lK0Sw_1cHHJrClH&<uXa3q-C|$%
z!Bu}U&yNnO1SdOTgR7aK^ZK{o*rC5VF?~pc+Kqryf4qd`zXe$rR`Z&7fPCq5WlxO}
z0%YXg-FfbBmtKJuo!w{Md0$Y&L3<C?-Q<Rhra*(2HmwQwu<l>~i$OivX1lZYFn(5}
zojyrpw>M{KE{Dwh_*ue<vCZ?S*l8`9=@>GA36FdMc!I$+5rRf-Q~jVL88K2}$h&=t
zH(hdF%MuISiTcOz5S#6=+UoPx>Uz~n_nQ&6P<jcY8CULR1EtOVhrS&-lR6tCWx}MJ
zs;6<BWyTco#p<mdSH@q+VTFV^9fLCNuI^}jXrq>)?-)J?GZz;#7nf4Jjr%Hn?WxRo
zUP6ArRF2|pxhno_LeIn9WsIu9*@6&&a=otC3OpDCP#X<$Pd-$m9XRtHp~J6>m?_ZM
zh0AxZwf_9W!Uj~JxS)1^V#oRB2SosAiYxYQBJ~SG=xvc>I1T+{4^>fp{#hZTkKnOo
zfjuOIj0LyV(LbKCn$#DN8}j;Z_BUXX2{&5#K)B^G3n2z13(9l^(Lo+E#)pa?aiYhp
zXpF)deqYF^r*W~flRX-A`fZiLf37v>ztyI$LG`YS3arrq*k0(|Cwp6M*Synz^NQv+
zd?v?;$lmRbEy1!sE(fVl(WUVZc}_&C$C)r1o1a@yxy>W2&5Q=6=eiXx&%$G_@HH(1
zS5Tz0g>XH^2yms=rGikUh*K+4r;nIs41A2LTe|t2K+pn{mT1N>lif;8YqD^tGu=O?
zq<1;~srG8!YwXar4J@q$7;e;!INdAR<&sY4<2MiA*Iz}>zXt`Wc&L@0fvlzj71hE>
z`=Q?#Yoq?s5qGAaM0Ib(Q?@7QP=k2@ri)6TpGTS83$m5Yjf^-1H7Fvlok-f&Y)m3l
zWa)040KVcE%DFx%t43J@@SVo`WOGLJGz)RAeQ+_k__0|47j8GwNbKMTkq6AHJntBi
zdY|<|g8R!^>}k|+BQZUi-5SuU&Go%wsUJNRhHok0jU{e2>3jB1R4MV$h-DO?wGL0*
zE*iC<xQo%^Ij&*SW3zjqzFL##tIQ%@lFqh65@_SZ6s|;YzfcIU5UpU4Ij}eh>W1Ga
z>PDPxYHIt_?VKDin|%X;SIDHIIDkf&4L+zb#C$lsc@>$RKPC3j^+kHB^t_oZL33&Z
z%Ue<m4T6HsV`0G?edQB!h8q&<?IFB-Da8VcOybeym`KQeCiclqi<;Q?40!nbpPlo8
zs+SPjA`8@Ik!ScoGA^`qlrxQ&MRzYrp;Ub^n!0V=O#>^BXS*czha`DLwx(4n8CUNR
zJsvZqTC0t=<8+n-kljbbOoe5jB^^hNYgT5U`83vK#vnkqH0bPQV-f*FPb#9wtf~eA
zYxy=AC?*I{{4{p50frZi-E0!@&*Z#}Jv@I7pI&P4S^xqqR@ej7f;;FOaV8eB=Nv^I
zG1K5ChO8K#aQt}883b0RA_7s)M#<o~%dXw4gKK8HhkAXnL6O(k>?tA@VkN>SBScR2
zYgXw-e!S-+veWQ<kVH@Z^s*<K9b;4pEF9W+kso?PP(5bD4M~{$Gxr;d3e9$j{;a>G
z>z|1g+<9t$=Hujd>gzw#XZfA|rw$Fo1jqiZC79f);65lXHT`3|`7+Of$7?%>Kj|D_
zPPXCpx!p<L`iFj5zGgu4Y|#DwN#(7-f{DK(slUR=Uqxj9(J}O2oBt2Zp3+C_b^iAC
zKGm=H?J{VmS>6yKpK@34=Bhb>zo>rw{>JWb4Q=XoYPN5`Jfo_-RGYfbnY&T#@2{-8
zV6EuTaR1m(4+D&T*Q(<?<)f*7tLD>bmI1g6|Jx201G`uyEk;9$rtM3NYv+8bMYl?t
z=s#}DICpLBl51;k>A%iKShsY8Sl+e3L(8akZa4%4OJxWhf37c5^_L@BWK;k?#T@YK
z5M5m-wr<q7F4jLS&0&c)RW>c>Awe~Q23ZeKEIUA)x5NL#^CFsG`pq2YtXR7Q^;L8>
z=C_GKtWI$G)81O2hWL=?tywpgs_Ea5hw2_E+Id5)O}_*dBblY4`>3qa4#%NSnb_rm
zfpA!HO@935NAmSAdA8JKLWi0P!&q(yJpN-)m@w2IMm1~{(BSxxx0_OLfE?<khF8S8
zR-Bc^vB$fMdxHgGz20#*0dXYH9pV-#sh>;onF37w62Rmx3+&E&o7U>z@v_XCA0j{s
z&bMV1W54>6Lt$<BTS#P=pHJZ6`4M+{OuXKT9`S0C#to3oG*)Tkeb;{>Gbx_VCmv1N
zzLovHud{aC0ok0^*AGe+_B<aqOyDruAM|N;W&A9^TTZkH)Fg=>tTgsG%<-Wq+>xJh
zMF?ken2kI2T9QC5f|XhtK#9j<tx;Jb%J|Fl5<1bZt+_qAkJeFe>X+wWE+;69CJU<k
z@NL!8?N;?0u+}@Da}$%B%xUNDr!;mBo-{`4O-b8q1pR8GZRx3=K}h@}_QbLazf>lK
zFGy>bwWJyw2h-^jHM=tCL1a%p?R`I>DF#c><s$3=V9wT%HGWp4uan?9D03bmx8NI)
zDYd5oReC}YZN&oQIdmwG*xqck?8@9wTs>f3pd^)WnViBm+ES7`lH_RutBuI{#gXnC
zp*4a?oS6HDO-$=v*^alRWHn9;$M7nf@zEDi_wM2(VnA8<%NIh<Wny;^-(pqS1yx5U
zN7?^UWz8}c77icQm+Q&33;W+iEKmDcZT5{=UijtW$DZUwe82RIQKYHv%DDdWpS;Nb
zjago9vb2f|kr{$l{2CLrxOZ=C&WKnKBE7#brT>k9nuDp|vVF_^j%BRQz}easL}(Ed
z<9`PdHNIY$?H*mEe``U!8z`wMA3mS0yXE9>F)b}Ml_!3y6a%kmW~;uq^5oEO!74k!
zmL1u{*LUq(cIMVen-kA}n|MEqTB&)8yDx3+V#9B9{$Tv~Hs35G%&m1$y{`W3l*-EA
z0W+U;7tQY)mFdk9d|183L%@^X3P0{6pcDVaJDmku9stSGv<U9MWsYa-=4Sq@7jm>p
zM?2c1?>unCcDY91)xWh*$?1>eb_x3xTDw4NJ2K|;E5&*ijadKu@clYa_#+1?wABsI
zoI-$tsY&9&E{q?5M82`tLtiQfz)3ut>x&*W#V-XH463D9_0NSevo(0JFOw|-3`6<H
z?~m3ITypC`YON~Isr4NnpGJ^hcBCCAUSu|hjK4^Ywc+<>_IlM88e_N#L%w>V)1g)Q
z|7ycWN3@_sKZo8gj$BRu*b;ywT=vJh3eoNd=AWvdxAgTL{1<YV=scYkAp*dO`WKK4
z-u_sQho!JB1}-_Hq5z;sdqlmdq>+N*^$0FEta7^nPz1B6^csVIx%us2^WegZ?B3-C
zZpk4~5V#C$&3khfPZ`UIsss3W-Qmr+2Wa)u=*69U$%w6VgcUSDfT9~(&vrV$z#}$5
z4ynC<a&t@9Lc8CA8kP3nK^l^L-7&={g8y*?7`vA|AE7dU!#AX}Ig{P_EmA2~HiwlL
z2yP{nt<rnG)aTv)2NU0|{~e$^khvG%XLg4#!2$e2*s#B`9p!bo%f)+kqRZXcGN`XK
z1&@cIukeL!s|;Mvk=c;uq`*j6;NGB^KrgF!l@DK=Tv&HxcJIC4BAxM5PEU?^FLSjM
zely$u<*Mk+Usv`rOez-AYAfV-`-VHa*UM`Gd5~d!0i7X5?FQw5(8kzXe>&*d6Ag;~
z*ECE2rwn?r%b%;&^=<OQQ)tLVM*Dhjcm9!ENW86hf*60@Y~QkP|FxIvNz^h0bPFNj
z(EnbN;jaYgKQux5&*s+tQv1Ku{{IW5Yzk^dA`aDoYU>f;`6F{{FXa3Y^$fZpLiUX;
z1s@u_K<~!C^+UP%+}rPqL{n99ZRYgta@JA|xVHH4S6f0wY;v5ufE-c5Oz|FVeKZ7W
zgzbvkYRkg`GH!S;Gxi`JGx@Z`d|5{ML3yU?1ErYVc*O-3__2WgYN%g>mtn|Sfc4)E
zx)kaG2eI-CO)6&*EyG4%SDk&(3xch>B#S{!FTi+)4Bga-U8rJR)ay4wgj0>!677Hs
zGvj34Jwf$nt47lT>*RI(!zlSAa>lQS3K5lx>+Vg?hy_(`%g`G;>o8UkVDu7-EeITj
zf{;<rQpJOr^4<VMS(j@A8|2o;j{#Hr!p7@>auP(+eIP4H(*xxf2&hSU25i(gpTBNd
zEJ%M%JVF~*B`3kN#wd&+zfT*Us>|#8PlG~ozQ8Q7`$p(Uqg~Y5T~|OEZatuOp#2$U
zfv$YM$efN)TfY0pt3?P}iI0xiuK5|L3XbF*f&&EZ(Dz4;{Iw>@u{$&~qIqvwR081X
zrWqV_)0ulG5_s_7?n0QJ`C!Dz2iHW`u(5V!3r2KUXw>lQ+e1*syelc2Q$BJh1T>4N
z)3cwx&thEpRH}U4zl-4F4QfP}gYpZ676%M|nxIW}q{dL_t?%sj8_Ky`uSjMxi^JEs
zCTYC-o(*c+mF1kMwa004u&1UiCOR}-TYKP2PMjls$HRiEsmc&Bx2dV#@Ji0QWhuW}
zBfuX_tpPttW3bs><l5Q%_qv)6d5azQj6X-bC;7s+kQf-zu({c;%Gs0hZSSBh(&M|=
zI{tnnd7Y+5$g4#(`Z^E+2ZPQMh$`orQ(dj&cy{KUW~1%#v{f8F>fxHTn7MkrSQX6Y
z>kZ~VYeR{Wb)Kt_q+50IQI`?gxR4W`t~GxsyFpHr$$^wuz+d~h-Jl81dS6Q0dHx8U
z(?wi(!!x-O^i06p#z9fI8{%j6)vx-Yz90ZQ3q7E@-R0*q2bD1jItu@7ZAJgjdYP^g
zO?(?KB}UjH$%9t{`Q?ghE}f|Mza{7T=>l-R@fHhyP?Z*5P}tGjkmR?Tiy7qk@jzL`
zZ42el={5_vNcvt+;#9p<A@*~O-9m+x69Go_3Xt-ZM87=tXa$l`3hKW<11{JSQ7arB
z8qdPtu~@h_VYIq$!4F$HbGV6QCfT^+<M%s2!_wyza`mR|?j;+e*?}-6d1q7!-FEJk
z$`OHTome<s57<_9U^2uapagQbu?&I50sEx+J_fvMLoaX!s&dM82Sz+s1l-dNIWT4o
zT5=lr#P&S~qDS%su|ZSeR1T(Wp+fns^p=tcD5h$4_p#v0@s|y3fC;V=fo>j|=&r;9
zIH;ls?ywL3q1i(cUV;dopBX<e1qXhu0Tp$0uo1K`xg;*wn>^uWrEoQ&`d;n|WD7E8
zNC~zCpkel*qA<M30~Lyu474Lg<y9dF79eVs0r<F7-cAxs5e;yR__rN0tS#wqA&=Sc
z5I0_0j2D00{K5t{4NA}8^zgyRu?RJV((GTZHj3GtJk;d|GYqDDu2b@6_mv&sGvq9E
z@kKd++5jmARhT>JaFBjA^lr_1{CyIQ_947_WX;euC8H$<u6bKX6nQHYU(WPvF1)&}
zs}KeJe<<;^I&yLrg?YJic~oHSnn2wky};lwd40)TXBK4Da!~e>=U>L=r$ieet(%f`
z+<xABx%>76^6Zr;d1Fg3EPUXy`*g2zR8>F5Z~Vgx?#osxhEGI@K(CBTq9H(Vb%?q2
z1yAn(U2Z?UD*}B@2Tfe>IBG0dbGg%r29dXWxhAqftImO`%;?6jSJxKNdO^(u^mo(J
zJ%GFNp6JY>+1Xo7mHYA|+jwK9zIf?O7E!dDUD^>ZFSXcSwbma1oNcv^Z?#(iC{fyr
znaIiVv-Q=mT(EbuTn1O2#$PGwwWb{sIlc?dgOZH^lx!k;1WGiv3@%eJykNaR!H`$z
zJwGU@)j(?34Sr8Xw;*d4?zI9}=T-GD75jd?cL!9GfLXj*7k5sCk%<^sx$XShck91-
g1^@YDT$zGTU0%q+6NlTug9?Z39KS8tfA-pc0mgg|rT_o{

literal 0
HcmV?d00001

diff --git a/assets/pg-mem.png b/assets/pg-mem.png
new file mode 100644
index 0000000000000000000000000000000000000000..dc0d55a47314be62a069c7319198318c382abc6d
GIT binary patch
literal 16477
zcmeHvXIPWj+OCL-g`!yKpd*5!^dcQW0Ribvx`;>*1f-XUAV^o~9jPG*NDsY(Ql&`?
zgd!-Rmk=NZ&Wf{Vf3s(py}$FFv(I&Y>|b6NS?_w+yVkRwa^Lr3keZ4-#cBG}M~)n!
zP`H0j<H(VtDMyZwNS!<Z{<1pREPLe09ae>V(pqlD%gLvZ7hB`^3ol=Wr<u}3`3ql8
z|0V5|B1$d&^4nKe=hfNT`Wl`*ka=JjcZ??-8p0}ig|F$kX-lXId2t+1{5fUTR|bQ0
zvJ}@7&&l6AS$y)N#)13I1M9`Xg#n9PN$=_v+<wY8Z={iS4&KYiM7K8QHvNSw{%2)Q
zUZMLub&2?||5*(xOYu|0Ki+5i>_$!e)9VLm>#RRV#ow7#AdZpY^KFa#IsD1dF!rA_
zd^$$2`t$j>rvy@d4rV?7Z=C33mz$7)z=iKGX^gMKVf(w^LdMSi5|kZ>=dRs)OV9h*
z-x^(4E4tP|I>auye##jPsP1-@o!onuu)5jB-}~LgsM^IjPr#tuR(+z{wb0F5ZxfSO
zh**Uk;1Txdy5n<Dd|E<zm~t$a(H72qd(>hAfm*A8;VX{gS2}JMK1+mCGKt>9!uAGI
z(;XvS<?QQrpK9TH#8&UkF^Rc^b_~DQ%V-N@$nn@-%B2+jetD?M*=8t5mBqPRa2QU(
zAarlpdak0LVAtr1xW?WuYHU5>qj{~QcFJWxzhY8f4c5t7aiQ$WJ!)lMT!iG__w?Dl
z^bjt`#JS)a>|H_hw|*t=p=HH*e4*FeP3?Sc8%6I5<OZ@hbEECa$OqFsyrIjeIYgUl
zq|7E(bm>F$>20PM*VRd*&nu+^Dj^uyW+M9D+-<a%Q=>(Wa^j^SPU9M34k^Ocfb%Hq
z00+w}w;R9Y)pp58INzvRNMD{4^=v>{cJU?RO8)G%FlT{leB)=f!=<L4lMcpPr0A)^
z+UP94JGz{`q8#|NJ3+R6v&wmKFp$Lu-uuhf_?j^3XrENDDR3dXvF|SD*;St94Hd!&
zi!Yp`4NT0`x?S_K?aVeOR(*6~s!2o5ysvLFyMKL?j(R@dov8bn(&D=EL<H=|EF2}2
z`I)AErxm`!F14$mweJeUxmGPLmGp9r#pEe*RkDJG#@U6^@weq8UI|3R3Vi8{`e@5N
zBDUXhUR8_Jpj>Ob+-|^mho+N&$8nEJuh!uURQ9fh3(J&Q_Q^0g52|ApO%AHYkWe#e
zG5qGirqn?OY?sCH;}y(WGnFoJV+vhXP`N$_cywN)AKBsn9(inI*&b$aFjF#G<(yYF
z9l)?<{#++tKUdWoqlsbJpJo}{ULHR)HacDn-nNzXO4{$l0?7&Uhb}O|$D@YD4Xz`l
zR+`ea?*{8$-8}f75wT^SQ@@v2-;bw0|2apBVCBs=I<e2~vwj9U+Uuipklwm|ZoHxn
z%gIzi0f7n6MQJ``*cuJtuA{BCQ?ojVI-31e$z<<s-Gz|-y)FyMj7waG--YsWO{}{~
zJ((h;_K}$3!qiE&?biM*rTl!tOU3QHT9rs{+R_QpyMhG$&N_Djb{L!Gu*BeHZ)nWl
zZcZI-+c~LXXv?L5KcN+A7QJ<R2OLxmeqd!-vCifOVu9P%rr|kB6%!Zlm_@*nU3+w^
zX=0#=)BJ@&!fr3@3mzDd%f&*f5xYfi@{zd}*9ZD4h>~1Z3tz&nW4nA7LBex;$ub!_
zo1i37XG0Am48xf6$t=vf(KIGrQ0Z#eUJfi6Q&5HBFbc4na=S-Y$G+b>+6A8a?h&WF
zNf)Q~$mg>3=C|JAr;Lm7yk>G*;k0jgmM^>3G?Y_G?mRNOZQgO=Tjbmg*P5Ci8=a!{
z>H%iMKjQ9?e>@(Qu^+8#+&2eZJR;d1a;4K<l(Qp3{D$f3$p>pYxITH7A!p&UML&{P
zz1Up>YjKmF2>A%+<IZx(C|n~M%RRegQL)Of0CGBNCf4${2o{!nQVYs(sr{XFq0b8J
z$(f6@<rdV?@1Ni8rQM#RlKSB=$b5P9!Nf&fLv=L^v%+dak(H35PP;HBF(GSQr^$XX
zeDY-M0(qWJzD6Lkho!W{+d*R?tpO?M<%MeJMV&3ZB+lkSmAm-_4IAc>Iohseb8>6@
znsvFs@_vGK?D+1?7dnpRVSOA$C~};c)Py=3(wWcC@p7VV;`Y$jhgsgfO70K{vU5no
z3PxCufZZC4@vNbn>6k%okJ)6ns7eu@Ni+5Ar7@n@%~~XN8TVizU9kv7^&&eJoC6e{
zz7V`BXEXZu+ae4#!*{uZJiLcB8otJzzs7S%IHs#g4U(AF&g^+hAD5exg6QOlNGwhz
zELrrSU(ro%RNZKfxOrsOtYZZ^OX)4H6~dGwW_<ZTnJJVhl;;7{{G=lMt6P!s&h7f$
z?ian%@Y^l<%{Vs_y`BLp4WF+Hr^G&*5HPxXXnU_&hAPT%hR&5-J3n5;*-#Rf*G2)J
zBIMiOpa`GM`EKj^uK43~8FFF$b0tr^gF759)9$ac9Po0qb4x#?l{D*E>*R-c&eO0_
z{(@?L+|et6L%}6>eteT+8LFhx8y#8X(hU#1{eTWq)lRtmlrG4sf%})J3D^N)Pj`%E
ze=QKs^u@Fx&8nmR#~inf(<_sD=y*XkZ05uGOoJ?X>OE@=?`L}J<yigA21rQBkrA?o
zu{TQW>k6OMk1dvNw&wF|jTK7bPsG;Q*Auqk?+5*E1n5_2Q&#6!+ao>|DdLZ!2cj}y
zXz;!lB@)qI7O{%>&N^4yt?zxJ6-x@8lP-pOj26kxI)gnaA8BqqOzRAwVkwBdX~gnj
zT<8n08bZ9_y_S2vh{4JZytF=++k`oKR^FZ(yH}9)p|>reByRf}mUzFy#tKa8B{>2`
zj>okZh308{;#R`8gDNMQeJ-D(q9+*~MKd+s6*s|;4L|P9Y&V5{>Avd8GSc*kJn71V
z^!{1%gM9*~X0vBt4ynABXF{+Zq?{uj+10SwYv2wk|LqR_c+qsepw<)j#ktl4+uu3z
z4l1@3XBHmR@nB|Vqx42IH@zQW_u@^R?|jb?M&Tq!r;1<RXx^sSE>sqeKJ)0TGM$eI
z-4b@@LPc1mm;aOYtS8T5-QM=X5-I+*D~@xiKfbbO@R8q{^O2s(ZDjc|MP@zK;M@0Y
zt(F{V_@twIzp3ukxQig+JlRG=sUVs`Rd%M%L_FRSUItvDAF>>2%Tgh6w~}C8IM7W~
z-J@nz|E0>li|(eOKA-uv<g1J?cG1m{#g#;T$M=RNQ~cRK%7%>x%#i{*-L5XVrS(hv
zR3C3VXABu99?7<->DeP)0+6eX@wYT}7WSS`loy5jYRo~+vpQ_LM}K-b!WRR3+2wHY
zjr$c<&xv<us^yi{0SHUq`S3C4<E}H{H~7P4ootQWre9VuQ&Bypt59k@8DGAg<%CL~
z+W%bqGO!3We%f$p8^S!{HXG(4)rc}hkIT`p)m<23=0-l7$kohwA>`)BGAE?4xF%v;
zoRl+=>Bc>H%2mGM+4L%Vs+Y!rjmmiS@^g_|L&f>nSp2RAZgG0Q4(aGuxpXAHlYVD7
zO3;2%+}Z}lOjZ--t-ypMAz?h5z4T4$z+Kui7P%T=q7Iz{ZqQy@#K$*`QKa~~Itka^
zk-}H63|Lll`ON3{FOH{;+T|^z3Oi6mS}ji6*l60+4<?X77e7=4dOy+p<Wts(@(Qvs
z`E|FwE%DpSArn4~Wsp2Z7Xw$cRw9TmFC}~v_Bo?xqk*3qt#FU?e&rSV>o#jP&2PX(
z#DYpV0u+bImdeAN$)h+TZr;>3w&{rxljK;oPYM#STjGBQ9bBw#^DW8c$#L=2h0BYP
zrkL_LZ;xs?9n7o3_B3nBH=m$g8C}zlTd+V|2WrL1jl8i#kj<k@<q+n|k-}$+eEVgL
z+(`K$h#BNc>5Vc<^skmZgL}f{;Of77+;QU*`yz~8IpM-MC2Oq<35Rn`M|OfE-k8m4
zO4m`R3-!RRp;&<<DXgJbq(Rhm#c=C`Z%8e~X^hzqhH^cDgw4M=!*xAwaLtHUn0Boq
zx4p2#yfdb?pm&mt?cH)?FT_Ckpv9D-H`AoDY&%3*aLy$@{^RoU^c^9sDwAct+a@z(
zeu{f#DfqT)VRo&i70x(iK@lA*la@K8r%uf!js<Q{YM$}7tU@F)9+TXCJl5!S1Ye>6
zqCqxqgfB5s)R?pSYMZ;ExW^EiHd}sCUZOs)b1+x)%vcO{S7xIRI)`xQgZt|fx>OJ1
zz47uWPiZ@c?4CM{OBU3TAL>&R<++5Lt;d>1Vw;RD-r6o1T)iA;7mMu8hSs!%nPL-i
z23SRIYPL+A6V9@ajaNcI#2&4@d~VpjN{!pK?p&97tQp`b=<A(Jno~gmO|2+Gt6HN~
z&*7@h(|BIy_mecPGJqtG$ZvZNE#WUMe{H^}YhBzN>5)y2WB1ii?bHTAaZ2aRrn}Q9
zbgm<MFWSHjGxA!lUP}`a3tYNWRac$v8T7c?f=}4Zyi7_~tc?UNOo@Ix_-d}*&wUz+
zEuZ1K+U^};eILV(FOIG3TCMXRKdXBwkf|cxf2o%(_kv5}t#A^2w1*HhH8<OiUc>-_
zdOe8V9$j)&wXs+?qL}Y66N$h1_K0dwH5OT8iynC8sWc%ZwbvJs?tv%N32O%LQs7VO
zk|>KX8!I&#yNWn0jF+|+>7K@k#l9t(eJQeNxp59>k)Sjh@N?Uqh^Xc$Kv|uez@9l-
zaNU?PaiVLtBU>9xypbsGUR+1B<x9r=s$<FZMVois*v6^zZ1>FP+hBO-^Yg{-xxM34
z)Gxi|sG7J#D$qXTcKXM-PQ~@2oQI7>c_;9X$+zh)h}W2-;h`mYC-6QO#NWA%+f`hA
z-)rbow^Fs3&gV41H`#ruV%d6+of5ChWt{8p*Mt%XGZ_pJ*vm?AtX?`}vh!kcaxNCc
zlxdRdceC(<5U~Jcl_LH(BYZPhp1_z_%3X)6U6nOQwgi|B`8cqxct(Mop-J;YHX{|i
zDa(v$z)y=bH8v-`R?D2#k0q(LyVU;NJD$#-i3i%^ot;n)%+k<3ix3t_t1Mz%5qYn+
zE-%EJniPkqYPg?p(}hRdlIjwtzSakykKW5~cO%Gc3GJ{S@>=%wzVD*e&O)eN3~0nz
zo(CpBI=$X7JmHFFDr?;_y{{kmPKzN)R?x!h4Vlxoo*}2|-IY0JF2z~5PmU=nku&!(
z_fX+H+-?%zlANf=P02><kJ?R3aypT^<o4<sgyW%I)kwo>n#Yx%q()1=^i7vFPPsMp
zPSoK$$Vu6bSLF9$hfP?@N>X(Mnn<kog)A7McgyjVC9~mT1&>D6z-{(T%$xPOV)mh#
z!2h>B?V4D9)hW(%f@7i(I?mfNq&-%MMcwAIvb`CeS^jIrR&p6qUlp5y$O3z~J_qR}
za0MWXg_i>FttCWjXjMtR-XdV2<RcdEuAsP2%}8o0j|(^o71V$%&67phJ@-JnL#=QX
z^VlS;q&_dqJG$qGy&uo+3a<Dd=a;EE>0`xC$J;lH+L;Xo+fK&5?jD`g7+E&TR!uc7
zRXMpTTh_aMEx%a}LE&>G&hf{q<MUFdpFeV;fG*zuhfTZli`nS@D*x;l$&be^o|4db
zlKRJMU+H|z;|DqeG*S!887*kmkD8Q7pfZ9o`EV#&MeoVB{fp$Iu@R9CNBr53LC?y#
zRec!Dy5nVnV)tx1#eQ!U+r-VW#Q%ejf9matmA=NCTs&{4=IXYy_>-UlQwJB@B#=9T
zfl8ci{isqW77lnROtHuVYfUJ<!e-_LLp6jC>mzrzm4Mr%<1(2VQW5qH%Mt9$5sF?J
zMlRFNU^td_2g;f8Y?NrbR`mkAETZc?Vkp_Bcji6S!Pu(7Ev&>_cy|5TBa-r<q$cQ7
zn7rpW)EqiuA@#N`?q}%HV<dGOIc87VSl9gUQ3^a9|3J{r*S@DMT6YXRfAPg@f@r43
z;B0l($cffvCDQF8E5Gd{78@wns+l>g5N+?WM`=axk)z`3Vf?Act+1pQ4)Ygvk1XMu
zW6}*nLDiDhqq%hkVt;49QkT9npR}dS_l8hK({#+~P1~adDEhl$ZfkxSgQESy#&=>i
zpXs;A%V-=Y%ThRoiaf`$?MJh1o|&y!Nt*Jybp4ZvVTV9!8H??D<2U^4h$0iA@B@<I
z*B<AZ#Jl@4!>6Joxvq|Lhqi0_UwMR%t$Ol_+S|Roj;yuDu;NCuLhO?;)t+fu!2{(q
zZ<a(VNpzrBXk`u!A#$rjSO#%r&^;kTfvJeh?j*P3ZPmniCS0ACftysKd!K`5TX_7(
z*6srhMN%|2e)bX-ZKm%k?h1^gu(MH8;DG<^6|1wDUzadRg_8G$tqWA`rk<5KvP#>E
z|Fnl)%z<UiGWjCc>8N<V3dRovL~@a=JU3RfnyQvWl?3;?EPm<EN1Q^h-raxU?p8cl
z8|6PJ1K$*oKmTuppq$#a76vBL*?Ivwg8Jp${ZM?e>m)Sf-sPe~-xg&2tmA81{<Ur>
zeQy%4!_=J$_@~*#mUqAKLUIpu%UbGAP|rRM@05Pr)o{DrO5Ev0SPmm=+p^fBm%;z}
z?Z3G%Z3<LI_XJ5OOoVkLustCV+@;IV&l^l1WMm(kkOo2d+vhIxKAlRO6-W_j7Ua=F
zio&LaD?HD<7Pj1_eE9B{KONI_0u6`lwJU!;2bb1}qRdR%+@YrwU}FgX5bfV0-RatJ
z`eKkb1#4S3W2|3GoUeWOfZIIzFjCF*=BXgRnAPVOIjHgU_d^p!xX6NdNzsg|LvE9<
zXm9J!Y0{X_cd4`iIHq+~E_7}Gg&sdh7c1Z#T(w&og0OwBiiahZeZL4=4_>c89{FuX
z9m`p1{rgKcmw6%cNMJ?eUQXhIv+lcdv3dMG!gnQhzeZXEs0#x?3r#7)g6hz8AWK0E
zr@_2XFDC_sPxX_|7)}fT0yW1g?76R_0Y*sA^XR#Ly^ptaWynAIDtzVpgWhH;srQoj
z(Ov|AO{=x7$4ad*QJN~y5T}sB^<zBfVH23Q^r-UfiOl`o)Pu^jTa>@8`jCCVx#}IX
zSAI*$14!SuOE!<>Okf18r8~OL+qyqf0bw&-fN);?V!bxihyevy2*&gWsPHq0kZOXU
zO}2iirTT{zN9<G^gS{4$=rc8=s%PrAQ4W4%B^IjE1SVJ1yDHb!0!jb_2|oL-R%SiK
zVHEB>el*$(?YUa3TV^w?lI%VouP!3FxicHFSkL0MChh!1&mtGVgYp0b3p;bM{OzH}
zv#u3tk)x8lm4#J|<1-JYm-49@1Nh%qky&8XW{=p=_r8n_58BErcLU&{#I?)_@Z>V(
zx|v^pu#X?=h3z|eTX}x#Nydz$_sb^(NZ6p;OQU-(&$|<E=K+||Ao*Fpf_klITgls1
zv8P?MwRN{A-L7){L<i$1Z3-&o7!1eXvrW_gwejZCs?ti)<|}?5uPD^7^>8k&F>O9E
zly6XBNhb%{-I(huzEN_Zf@r@6i@VdDy1&H^km*!QI-Fh=&SVTpd@+8blUu%1$Sv+9
zHrCKF$UvL=pB$rVtJ@6U7Fhb?rS^V=_Dyf0{^y-j*ZCXZmAK%lHvZiG56zSVo#g-r
zPlMMfCkpLtxZg0G)%%2Njn}53UEl1LG9j!5N)4*+ZiePO_=_8vOWXVAs{Ex13#&~4
z(~9m@+l`kWm!o9s7mVQ=8f^aBN+(Ua()yrkxZeoIiKg*d^+ao`N?@b*JsV#f$2g_p
z4QE^^3ZU<rbf~GxIMF0GwOF?WU(?=pGNhz7J5eXXyqbVGhSN*&z~ox5PS!%A>u&kX
zMeE9SA_wi5=Sh&yjCww5Yr<xN*oj7|SN8G|zWmKI=&(sA&ZziF(BAy*dOfx6Ic`|I
zYS|gB!{1@Nlwf^~3N^K`ZISA&lM40U#rH+{WQL^?Rusiivy$%z>b&uA$)1nV{2nfJ
zT@!!{K&)<}kkE{(xfp}NQHxZjq244B&HDWXa1XT-h3xtZJw?HN&+tf^_QDS74jt^T
z9$@CI>$xXqgV@o1lP9S7uqzXZtLqoCSy?Id>qvFr|L8etMp}nXt|YdcpJ7jOcu^NY
zO*J)@wP9b2)lsirET~pNhn$**ZMd(u(qwoHf2=g0!xZg<^25@}?c<d|_!%x_+GP=k
zO3#^=pgow54B>-m^Wa#SO~&51eZ5iatim(3WnAllVX4D((+fUQh&*zw>CD8;QNvl8
zm-&CWpf_@@g8wexo3q|U_fM=qWj3DwpDZq^jo$*<_VTpuH*UsnF7_mcTGG!sHf3Js
zPM>K<<V^1Flo>$pGnRUhy;plPGJNMTstYP|Ka_4~UO3F6hgR4j&0z5B8;>=`(DB0~
z3B4*9{-59e6k-2|`x1Jk!Zzo6a5`WAHL1~eDc(+nVi$%(S2GzosFmaX9==`GGQk*3
zo>KOTL*PupdUDiV+4NJ9zomH7l&>zxs%sIVFV#gl!tV>1{`4WllSehaPQM<EsPAub
z)u6l>#P;B~lrKPxRs%eP)z#lo>3H``pTELyHsC;ZH#q$|VqftLT0umMHG$`6mSDfp
zwn=2JN-TO^LIkhN*HTeXu&m19SM{NXj>owwijY11U{dcxjQ+>x9!hSHnALWtuYNN+
zd`$z+$|A?w)~Xf@G^r%E)TDRo3FGy-_TGyIlWl#tO|F$k_th`R4w+a@i`@tezIUGO
zXLhwvmCbn64Ebz9!?{nE=3<lyz$`IA>?zlI!U3SC8Of%s0XQFR5N&k)$f$G*Yq#~a
z>H&ix2tf%Cy}L^`l&i@uXx0|`Hg;?smn7n()te%r4e)xckV~9{HSU|~dm2c;E3)br
zv|(8<e}5_=JSjX;5*}M>;}r+y4vps9MCxvNv?QnDmP$OIY#57_F+&%TXB1nl(F|jj
z5Jj-?KMhTgg4F?s6suq9m{sS$nxKqd{aajygE*g8>GaKdQ;*V>=jUk`mahH&oX@qL
zH-xrc#GnrdXe^ponN=+ncb>*bgA8Q|GnAJx2bf$qWTHy8lc%uSbu~POhTGWiiO}*-
z_?<Jc*zxc$iFK9nHS1#T(K7a0Z{4#ue0tEz?W3+nrC(;9)%%p*LGFTi0Ff*$i46cr
z0ZqIz-hMnY;a|+gl{`Dy6~=HI;j%oo(7E6uVF|3jcikUax|n#|-uMw4bYW635ej3E
zuKXvfN~{Gz7Liv_rI_rwQdxv0JwdJpIH}+mXzoM-AjWI;D<DRtHMXP0Z=dq_JZbwE
zlj)T_U10Aba?A#>)mq#o3BzM0R<wfFQ3*VzFMNcpx)TJ6S@5;)r%9heZ#o@r*xalB
zN85!wh5dp$=Ky!&Vk?p2(=H}OCAP%FN!tyGLS6*A*gS+@%;kOE6RNwS&X~b}xj0tM
z!|wzr&Hi`qDKVlPepQHt2ow2@;B@%jO-?WNIkh*IO+VB1pJC)zBR4VPa}GSz0p0m&
zk~vB~#djs}^Tw{%3+R6D9*D0cC8K;6k|3@@WgG;>A6nx`&)y*W&u@RO{r<_m)U1b*
z0@n|JFSu|&%h>2^_($#8-#b8o6!*WKs;$88b=P|Z^nW-OhLt-+$7#;4`iC>ONBUg`
zjx9P_{14%zW}5N^F`T$;wESbx*bERmNemjJpU(gOB~(4Xs$UvNskG#ooTIAt_ZEl3
znZ!`@xi6N7m|V{iO{X}L{r9mc#WzxsX86bQc!es+oRyV<%QSMIi$3mbH4CZcI&@|0
z<VjjpQG76vXKH|FoI^CT2Fo>DnT`=ndg*J>@4d6dRAzrx)Gny3a9X&PiHy1Eo4N?1
zF9Gf`7ZjfeN$)-Q@iUk1VIP7F_7JZR0tNy)+m;J-HE@+=(Of$Irx$FiQF|=zU(eO5
zcx5Zaa#`=JO=AFQAB0hwIdsEjjSRz~Vc%9Js)62Sad1f2B%e(+g)thpiZ+>W>Xont
z5enl+C8<_{aty(Mu%H!zC8y)Nm;bOxW*J>?(w!`(%OKkv$7?qDV|R0?z^J<P)6#IE
zNn?3uKFi{Z-DAj$k3hvsR0yeiE1;x_k-kGE<@fR2?RDG07ilu4%wC~Mugz|25Zxe~
zCuu*DQtr5^HCg~(7E*RypbW&Z&)Hu-xUJ9pGGH@Xz+#~Yl`FG8d`2twXwA1>shyyl
z$zoGZ$drp<&gae@Pi;k)7YY0tDfr+0j1+caRs<jyf*Ugf1(f7wP)W|k!!7HkD^#RW
z5SA4u;*>4A_dNq!8{aFw8LD6HV)thKSy5*KF=9M`Dohk`SNN;}wNdWEK+a;$GL+j=
z*5b~@p&wp^?+_`dyeSJx+aUnqWtbc46t=mQ+oO%qV%87KZS|zRE3wrzpa2NMo?E$m
z$Q7wM${xkd!DoL!)+09wcyMbl)!0@g6<KS3I~T)mQG>_wZ&BkocJ7PRqlP1dJLgiu
z$=n`K`nct?9zOAi_gs>2Gj03ZYf4+1Uy-`!v)2Hj0`G8xj26oR4Tg>stA9zVW{wIc
z9DJ}irxXAT2oUwCan(xp!%Zz@g2u}5(DMRW{iFk#G|1>U#N228<T(zzJOD4EIP}tj
zg!1;kdI^KFWCzomytY4ij<Y}0&Ed?e(H_ok#D38Y`~7_duMG7iC99HEX3ixmY(aV-
zTAie=NBRBdw?9{H|HFNmw6shEp80x*?nL#?GRrq&o!KYCEbIi3$1~qRsTjd8!Rgim
zZ{({=Y^^`LeUbAsxI<5eOM6Fr2H`SvioSOYZW8f&%z=vb*Ri_EY3uL9_OK^&DR9sK
z^|1RYRy*~qp_+e7wNdlNk7~7NnR!5j0f~NrsPwEJ19tIEl12x44{(KLRs(F>n|js;
zK}a%k;t=(+JQd=)2p+6Ctnt!us!6*KLNe{5TO=M4ml%vNa(>ZPB7_;fDw35%SGuTM
zV3;cx&X^0FakhTBZSLOILdK<A56=!sZG5~s2A|<4LUzr8RJw&V8;V-1kj3(Gh$c`7
z-nxFX>CaQP3i@%mcmw^(5TJQ8fMY3;+?gVE22x2l@YHfxo@AcXM<D4Xf|5U7bZu=x
z^-7hJk>_$*pQ8ebG=R9j@G)(6OL3bFABne`2;LN~YL{gVGDe3xr6^FG2wL<o=E+`p
zYQ&Ria<Dg?JVt%km(wXteUZWrY7$XOYoO0TSoEeG$NtXoiU8<#F%qT+RG=k;KuVU+
zU83vn*`P+;XYFdtF>vOCh4PNUHn)tH_Tu?1tOtb6+Q_j$m<k85<R$O@tXN}>fgDv`
zU1RsGI+{UA(%^DkL+H!82k1Oq?lOSpEk<7ZlM&okfre#-xj+2)xzfp^%!jaN=?=iY
zpj6oOOPbS|bsWH!w$KL~+z07EnMyNs=&40PTkvA*%&MCo&Nhtp;8*KSmQj_Oi5+0J
zi(WoJ>bJMw4I(wh{C%@ffr|mHT4|uW@*&56{3(yh_IXUeHKmyEIfJJ6O+{JUrbs5f
ze0bb?nux{@0TN}z8OeqN1f=G-WLINpy>lxhcZoKpwTw6~kW!{z&wQn9`j57GPJ`j!
zGt5qO<GyQ*G6lF|mJVm`U!7$Z_<1X|3s)wh^-Dh{n``<3)22rq?MIR`3V-Ib-ncK}
zcI`hD&i^&~s_h$#iJW@n=Padzv=q;SUP!RVG?953Jf--LkeLHJEZF*i(RLL2$n4Bt
zjPMDzw#^D6QZE|p*Z;r`C2!q86h*WB#6pwP{y^Kf_UFLcbP{%m)s*v#xBrC?|HO6_
zQq$=Ttp5B`w+#B;fPjEv#KqL!7$Ay~_(FyH%dy@l&9F?X`F_J#prU^Z7g#4!SeRqi
z{)^73kzC1@>lbjcD(D1?dj+jSmSfC<)4H0~WoTGwa}?y<#voZ0bDod4kTVB(kxo0K
zQz%jRJqR2LLdbrS(fjFNvMLpj2?SB9F8b_y8mOH!pLWHmmv(1j{lr#~cb$Q1oXKmg
z(HbaOt%nfW$FWdkq@=81d4CHLtjs+h^<UKI`eXUwS1oi8&g!ltH1L|W!9mTC`;)v7
z+uxZTVma86FLU~)BIq>#z)pZdGy8%1Y<tA;38(gOCJa!{Yh}nsgky^8b~nG}0R$<R
zSU?cnjvc=hfv1Tldq;&Q6R>6#q6?XkM3CsewTxI3pHT!sY4p6R_&HAd(c-Lz9qjVB
zZoYA?sQ%;!Q$Ng?e1lR{hCEdn&_P<dug|o~jz7>pcuqn}RBmU?DMH!3|H717!wb#@
z@yA^*KneN^FIxKXC3OodO;qca*^LY7LxvF1l8II$B^D7}{H0a{a-h7B(r?pKa!piN
zZ2txosn`E&11ZX|xi>@3=Fn+MZFK(o3qC`c+f)2RRd6YJq$PuD(nRU-06@xK@TUlS
zE<nKcAkl+D1<^Aqdl!aA6wed6jZ77_-x1CsOa@n}EiU^S)IDwu{sl}~{4K?kOW)^!
zfYSzC2T0XVSFmh1X1RDufcj8(@k@S4Of08?PHDH}Vnvu;)<4<n_AlVb?|)90J%jyt
zHR3z}E1qN^qEUHs>Y4QDLQZPIc~T2Dz?C5iD(4g6%v1+RDw;-Hdbu$AEVc)6X)Kib
zB~QcX1uWJ2gd)F01covD?3iK!Ux@%TQLfcMc5bAqqzHohrPzX|mf20^pBTERw8DRJ
zsoXBMVfT}Kj}c`(^CbXpLg*G6?^!twAFE1RO7UFjdrDo%PcPz_N!0agMc}y$t5-w`
z9IPkhHd|>-LNV(fK93ZcVHcx5P}2T9oIr&XVQ4yLq$or5>+8FNe<w8lnZdQo(O>+Z
zISwKP;P96wMg)-l551LUti;^y2IOD(vmoHlKw(Yr^H?EBRo}q8Jk(>F0dXxvJyIUi
zc#{|MXXcFP87;*D`Tn2Z{(({aSNj6ARx6hT-9aWae<=viLK<Y&f0PmYU+ce`_n+&G
z&6}+C%p+nkB%~+czytKy$=p|)y4FlVL2;aq2dx0N9V=A;<YqUgO4mZBsLY03E~Bc=
z1AsK10)Dizim*LC1RfuxxQ$8!AjGoJ71ryZ#RLvg{Dn(4ajUHNblyLFw})Fb;hCm?
z>nNHV{#yJ^)T~w5LaPm1*ioMwwkV|fL9NTOzVlL1yC~<$Qy~oYHR=<fy9iPgu&W}I
z32w3Vm-l)_k&YTF>_g|?vcGi{&*!am>&{dcCf>#r3C}GwF=MwID~0NxrM?7Y6KZ}Z
zC^VMG$~1{|1JQM1h%1@&#u*XpQJG0m0}9UmUxPA<U&3w7Z*>7+8_a}S*n!W`dp-WV
znAdCH$I9~dy6t^3$TD(Lee{hS8jq_pZ6^Ca`1{jukbi%g7$reN)>Xo7AI_;^(ksd@
zz46<*;0)zDyIiUHpueqLe#Q~iX7NDPnEz8K&;hE{g3a4ot(f#sVsh%@RXHQmbiDqx
zn9C9^CqG)@V~cW!f=IHK{C(!2PAEevuY`LyD}O=Vp0)F4_w793lk+}BvgZ-Iy&&gh
zUZfLUoFn-Oc$QKuqR<DM_t(o!f$h6HZ}rLN0oCO9oaQx^TQV{yNC!``C#4bDh5!nN
zY+`ya#QTRute3WJ%?SP~r_vz%H#YM9|JPdhk1M*^|M_#8^OP?c0&pvr28oS8Rj5)c
zj$6hx58Iu_ta2_!NdcaX2u&i)+QSjrc{;>KAq=q(%VQxc_Vidh!88x(yD^ceKQgO8
zx6KfMC!MQ_4P;e71yDY<>Hj)gc7TrQ)RoMhk$EdnydHN3GG<k2Z_P&9CfSfnvgW{S
z@<c(qT`>8zLC{Eu{Tit%XE))Y8*Ahe55a*h3`OpPZuAf3Ej^k00~rgU;h>GvB2-WG
z$69kp&k>&$r__PDY-P<UV#8C>*3u|HhhMJ$f^A>=%LJe<_5e0UM31-P)swLI@V#F1
z{OX>ruq6P9f@`J3X^2#dtpHE}N4uU{l0@sM8F)#i74ao+N!sp((ecYA77`6RcGl$9
ztZlMQDS)NL(>$=4EN)&FR}|D52r!Og=lO+g#z2XUT~LMTbDGo{f(9We&D5P1_N@(K
z+vSVi9~-gtTJ0>b8X;@%y)AX%3pnAo7n3AB%dLkCl7%{WT&^3`dXz!@U`0PbhaF<7
zBp?w|r7*0TB+ScE{XIS886CzD_^0e1;aPGlP}c}?gp9MW`0Tv%`2H^NnaCIeG3Dq4
zlIMa5hVwEB7l@6j8duuxHEvC#iKJod0a1n0$pb6s+bcZSD};B!-8bj0KfS%C&QQVp
zLb_~~ZW*A#gZomTIWUCF+01>RKTCE|U>Rhu;?AuXb-&kJbj7_Je~>C^#BJg{q}}(;
zwnq|gYZO6CF3$+{=Q1d>jvgu&fEbpmNMN;yB|4mw>sy9b%d2x==ucizK1J-I%{^-t
zM+7&BZKHw!-ZYx5hrwz?9S7Q;^Lsq>S!*Q2UYiF=^5Pt~*Yp{6hRt}8S+`?AvK1a<
zYPtS_V!v%v!!?=cu{}V7hoyUXE7hq-M0Sx85M*P3C?lp^3H%n}TnrK(r4T0|?T|-v
zh6Afy^cZKH@k}GP;G}qJQ2rJZ`sjU_I~kzd%DISuO$Hx0_!q>+Uyc?bZ5l%d-~Dk^
zp0MNBkLf~bzzfO-oWX#`!ojvEBEhgcQGHu~f69-F=(K~sxPx^snmciS1ukccuiTs`
zRj=r=tkyQzy6=33J?$=Q+%afx+yp#~g870B0l-fg#eh0kC<cl$2@d}8;<+z$AB?<K
zi2|rtGw%~|dQpun;1Jn<J;d@LAPI}vuLcnA9vZ(=T?nTj@}F;R_&JpKPWfb`Hr@p?
zBVxk<AKJnfn%U^pCKQ$iT4JlbfTV2C#IT?HIQiwVhO-Q79jsB_-^9>G`aYp}qX~0A
z-uP`F9`kwMtHi72CUDvREOm%o`Wmw;Dlf?Vht1^T0)4)wiij-ttSS9wk0K3@e=cVI
zm_*Ek(lQ9KkWam|b=zfy3yy|8ZS|nuaZS7zC$z1niINY-%bnYFt;ZV?o>PY|01;GS
z-Fle)1-oIRwt+?DHPeo$8&xRD*-FTSs8K**8ZeK@8TBC0mwl@sNEGzyVv7k+%E#Np
zUw!THdEQ2NP-*Uz3eN`(xEE`@CJ3R^AdBYONy7Wrc7q)D8H0G&6DOkVUjp^SpZ&YK
zy~Co>ghMlhy1}NyC5YK&e*xuS`D;KvTSQy(q`?OE!M1+C-Hz0Oj=500$xkF%%vEQ$
zElks(0uqLq=#4TsA?z1Ce8V&uwEfw>@eRe3H_&OA(L>`IsF<T?$fS0BA%S>aqZGH9
zQ&=Lo?YumuZSuDLnpe&60D&dB3&+z`-p9OpB3Z!dZC&7y1JEul3c109&-M%4V2%bo
z<^onHC>h}tldrGbMInyr03dOES|S}wEMv!79(&G9WB|8GMr=Mm`FJ2(xsO!NEy6;i
zD=*OpSB<XJ&VA9jJ3=|hq<GS*irB{f>hfAJt2iN?%vVuj>4~2bhQ}ZD(#04=b6BLf
xXHSL`4r+igG5^14UH`}U^51Tz-)A}J_wcmJosC=IzYRE|Aggk(K<3el{{=w~d7c0O

literal 0
HcmV?d00001

diff --git a/assets/pg-time.png b/assets/pg-time.png
new file mode 100644
index 0000000000000000000000000000000000000000..bad81d1b4273b6d23403d2decd60227417191681
GIT binary patch
literal 16114
zcmeHucUY6j-Zp#OwIeDjD+q`PsI)~&q-GTXk!C?UM5RP}ClE?@EvO(x5Rk4?l_oWW
zmKCIg0HH&qWRV1<B@${N<(s(YocHXm?(TQJ*IT~tI)A|=dFGk<&CIXd_dO3U8SC-x
z6x_+f!^5k8;rtaIp1)=A@O%Z`z7>2z8*kF#;nBkApFe9FXtyx7YxDrcf8G1*eP4aE
zfA8^Uxo?q84{l4I5cHH7k2USP4!vl9WxuoQ{;a5r{5=+TdM@l262Df^f_$m6<8Lmv
z-tA5Ow%MRAJL3FzrveMiZ`*u*K9H?BiE4porjH>InW2P^AVw%Ob7^r5K9#Q7kpW+=
zQ&e|_Yy$&1@!`-O@P{Y;#}<C@=hQ8YuXuQ#-TrTDD0UZFqr=5*L@9j-VVSKW!5v0V
zzk9=b<V?4F{mLNqjwth)I<<PTao}Q(TZy(JL*wI5TX0D2`+Il=B+QC!X2SVI$3L!C
zXfnw0)Kn5PS4h>zp*e6|>z32li-qdRXnid{t@Z2G`AY1K5>Cxcl2P($37ckKL8TMc
z?8aU44wKGfIg9t9Ofl<KI$j<=sXqT&TZKL9OTfImnpd+=T({aCJvO*P9UED|OlMF#
z6bXJM4I3_1b_MKBET{HZo|(%F+oha=X}!h3=D$tceI+olaU!#LePh06uJ~Hz`iu!m
z&8En-eN{~<o`93eOe-`mz;H&VwTAjvD+bzSJvBTF#{(Znt4=*Vo_W<+Rl>$}=iE>U
zV$0Uu`NIf$U{g5n!8u`{HZdYSlf#@QuImWcnl9FsJ9V}v%38cWD#Up!rS<p`i;BSd
zvNl!<)`g*DzC1^KqT|S|=6eEm7L~RSohn=#D(r<$Y%Q@kns#aBZzs;JQOC*!Z5l!_
z!J7-{`10+JW>rCbx3pY`iv2@3mh}hKX?07D%~Uva({d(eS0{O}qef?QV+fl;J_%oO
z*z=@w0Zp>ICbZvos^g`FN!O)Ze8XBj&2chJ`_$qziakv%6J`Fqjkr!?c9M?U>xl$8
z4EWyj?$wt9qte+p5-(-4M?g6{eJMwH<a>p{X0`6i-qW&ct!(hDl<L*8v49Z_U&zl}
zs5CZ}Hd^C9H|iO-Bn0sottR_CusN+ZS6Cj0jSVfSqhIv7w9$QEi;P^Ip9vTbg0JPs
zhvMql8*>Ne296owU~CFZGU+CT0bMPP!GMh<Zqr$0RoR{%OvT_R$#(Tf43rTM_2zu!
z<NQ2WXnD2NPMvMbRtaO^VKtYtbR`HFTEk{dFs*(lxN42L-U<y6<*c{HD}GaEgj*<p
zv0UPO+euR^L$FMnnz%aw)iNtx>a^oY{G4SIPQQD3r;5J);^UZ*x1CQFvS!`ROK(oC
zVL72bCv8@v$g)X8W+isErC}Mm8F*Ai9m+a?ykTEwzlC_oz4d{Tu!On{_T0M*#g$4+
zNStq!h^CsQiJZa)Je)b*C4`@Z@Il7>t~QrJ*^4o_usISI)ilD-u1VM2#$5ca6&W)p
zyQF-jyph9-p3=)IS>uI_#=0xgst?URvYBH<V%H<x)P2lUSPaEXhG8?3JK!g>n~eeu
zv5#=RZ6Qw-a97#Va7AGBr!q-SiY#I0b2=N_;@*y8eB+&Ls(d?@ha4v9p7~O?CdV}F
z+I-g*Mj)0dU_<;2Q6KCH31Tj`#&0AlB-hS}^3y$Itzx|`*>Cwxj!y=S>{VEjSQ#O)
z2ZaNF{t-vR*M%(i=(%da6k9LV<xOUh4;7o0=Fk&2?b&aRMu|tCIi{Y!?%i@2?l2O#
zP&qUzS37^DGWxEKOXyq?y3Bv+LJyyiO5rSm;+D)DNRCrf6J>qSD;SI)MsZm2l#?jS
z0*)NYX3rGcUNv8nwcJOnfwE>y3aS#qZP*<nPRO4Hp<y8dWluuJPmbCN=A{Q%fz!RI
zE4b(ts`_!D?}P6>d~bd;OllMY)+Vduo=y8MSMiY1LS0x%UIy~jET)PSwmHgOlcma%
zP+4mldy`gTAqfw4uo<rw9LxAPv@ox_mu)OKLAwi9#X#Are1e8hf(nM#Q({K_Y}h{)
z<(2ys>7*P{<(Hl_*mB(W<XGaPO`~r4u*FEXk!`|$mre&vrz4!~p&LChWtkL`44IBp
zlSJ9<a1QA$HIT1YO6KdNbJ8ak&&@(@C8N@n8hiWovxXk%PDPULqA1d^m+P84EHm0i
zbmv3%5j2(z2fVdYaCOtJQ{P6c`G-6iZKNDbmG{IzC6iRl3N0pz>sQ}JEb^OZC>+L8
zYv#%nRK2pv-={<yOiF$;AA^It&n^xnJd`F#z$GZ9M{Zr^tjBPk7D=I=<Il&9_A01~
z$I_QPS4fl+Y4}&!XA|9X?AiBe6nUe=wTmr6@z^lYu=NQyO-!kzXX?!1hs)3A<PC7N
zTzenIdm+WALS?q4nRYZhHXtS0_~@&c&9yu+Eg%f+LydWnl&;!GH5`hAtI3tnggomm
zdspQ>PScKRuw%npC5=*^^e1w1DNw|?MMe`JRKuEp63>Kq+MN!VFKv~K5#la|tjnH$
zL4r_$^0-T9z^643khOXeg%_<~@iQx~T!-8Dl|N-mte{v!sLsLAnVh6DZ)fA?BrKCc
zF10B_u8kqeL*v3mo3LW~9!mSmItaGsJl-=#u&j|$#hD-`iFdAzv@NU+w_8=)!X#_S
zacQcP`XMXExCQ;rMS87SK1{*dq{T7ll&8?bQ+ax;QO$gLCd=(Klp^ClzNGBCyLnSh
z>!Qa5J)$!SJt}Hl=AeICGX5vgq%E&v@ftHvN1vy?vyag%TU`E$K9%a}WKS1>Yu3^l
zf~!2#o|B8)wD~lZFp3J4%x_|AbDG6tG~%Lgu!@sVjv2=`Xs+FHvu@e|H};gYF^C?0
zs$gHXLcX3vN1seOAHpu{2XS!1&2ZepCH?R%e^NHQklcGkZHjhBqe#nKkLlkO+IKO^
zf7z;ymOU9MAaC44?zK=<y$|*=Q<3k=)pIT~G|W;9eSPG~*0UEBWktmwD_YK2WO2Qc
zPUnwSlR@^CE!IWEU;NP$0h(Ea?lV@u7b(rP{1N~D%ft-?DHL&f3PnDjav~GOu$;Q7
z1~EA^an}Jes&OKQGI^zUd(PZOQWr&h=Y*(LSX-yXMC;CT?2Q}3wq9?(!G*<58L!rp
zK3wF78I&*S$l3CVXjI=6#`wZoLRYHxDZ<G1!ZT%lVHZ2enlS0sOJ@WL(d1utzS-PT
z6g{Y|ZqXFEfi=rU9UeNCd7~XK_QY;a+y!|E4%JsGqKR~v+aQo;vC^JG>?It$Cd4PG
zl`|U^U3JoPZ$sTmNzLr52yX@+`Tp(0Yulcgtr=~oRv4wKP_$4PW|;-z?3#%N=c*RL
zAXz4)dwFGrvwd;M-88EtiK7tXCwftHN)zl{5suu%GW`}Z;7Zr4>`&g~_gj`?=ui`l
zl2kH*Q&RN0axePMmWYPSB&}SrZ;kFuWWWvj2%hYZ_o0R&21{fV)k5q3w{hh$^utXb
z>960;<YkH!+r5E73bSH43C1ge9J8s&5ZwWoo)&WNtIDWh#<3-N+r+T0ia~`!qWy{S
zc+M;FcyqUgI!cgzXY|mf)$WJU?AcWz0un{p$W$=kYl})NT2@x1#^iXCfnClU<GwoM
zE=ev~xwlIopt^IpX)OpJLdWD!#y}fhSUyG-Xuw}7t{LSE6B1fskbk&U4($Tpy9vuh
zGbK8b;rX{2UwlqU9oMUh^Xk`RD2X<5#*mjIvBr;mk8+cy!9aDFs=+|<612_juHa&g
z^kml$5z@u^7HG2zipg{=%@@mB#fKStW<M_2HuIFT7*j|4W(Ak5#!)Qykt`K~VqZs}
z^9fhBH5c5pV!99R%H;HH-{D-P9fTc;X2c<OFL5p`qWd}&4$umqcVeyoG5@^GYmc{c
zj=8?|s9i{8g&~RFGrc*~*G+p2sA|SI0iC=#+}ck&IQyU21YDp{i1XFZ)oyJ*341oY
z@;L1Y^kvSEw{jllqYc{{R<QB}j)n`IntDk+L)xU?KlNp)E^HU4*KFL8T&Iz8nYKcg
z56($qG|5jGQ=%w~oUxhISWfNAi$f^kDAl9z-AjoSma*boRhE-$RNid;IGZ>hO&uI;
zQ<i{>vHV?ikm8SHYu`3ee1eD^!>o`hC7bD563e4%loJM1y?P4O-=<YVNwhBW#sn3K
zphkp&&z-3`z2>sRxA@>mRl97sa3Ass0iK&wcJ-50jv@N<@D6qnR)|Un*HgV(Q#<wP
z`~;0#lu!DY-&6}=Gp40P!x|V<spSgJN9Ptf?Fl8Oar%$LZdtKk7=yzgYb{?d*2EFq
z%dm<!wae&?-n7r$=+BFrR$uAATCRZk>J$alrAK8lSJ7D8#myN<R^7BdMRtksXv}}e
z_MqtZqNg1$RN4K;YLT8HlS0I&HaFw(57|+QK|y}mJwpc6+eWPvU2)=lA4TnP-{~ld
zKDJ%=#rRN`QjO+BNrA#PCccASv}Fb>PD7+vqJ@=HA>$wBWFZQ<lXQP|Za@%YK)2=0
zwZX4x_g=_N`Z4Ea+)6W(u_Rq3zb|az$_DiG$4MxA5?V%KL%!>eFbSi_j~^;v%!QNL
zJQ$*W$~nx$94IRYg9(#*uf|obR1Q8a&!0IAdwGXg4u^|c$BwGkVDg2RDD&lnuEZRO
z01lBq1(p;fLM6zOtaEmy40_^pl(M?qH}jkX>iv*tIo1y$vh<1BI&3WEx>RPSK5ja@
zmv&*7Hrt2xK{1tU&I$8`HmpHIuo8vzO-lHY_1?@rMNAMOzTH~Vb9Ex1@62?XZ`q2P
zFX`^PMVp}6q7lO=<qfMg%h-?pyz+X=1;B6~f!i~sJ0ubyiLF@u^9@cpiMnX1S<291
z-=CnnWW_R*4g_KQI%*d3iFJ#*Fi*yKt6$w9=h~?OOH4SqR(Hu~g@Mq7g)BDXo+>eJ
z*s(b;FWe;^JvK2E(J>8jivpK)CGvhBWEJ`liq$<}4zsN^+QG0h<+#D>-LqYa#8Eui
zlXShp3mm<#_V>=`(yMx+8OK^5f2`GA8xN+9lAO7T%Qc$6X`8ePY@A+KYSu!L-@tM<
zu_kg`aIj<__%r6gv<x<_t(>5hI_iGHvxPnp%;2dFDbl$hr`IMRoktKy(AynMpt}-Y
zCBPLY*-vd6VoL(z2wCl8DLzh3Qb`fyaufQ17=5cOEM*=R_e2php`smxCzI4eH~i29
ztxX5gkR<9Pz9A7?9hzS0Nq?(lo)JChUeO{LDtp&PE3y1gnI@xz6B=1b&(BK+MwN-3
zev+d0^AB52`7CFud&<P1R+~5vF6Q?v>_FLq0}V-SOR~o|#M_@m>iLh;l*)@A6#Zgg
zRiPAiF~|QxrJruG820QA82-upq@S=QtS!0jqq;2xKNsqwv6h72U?2Wo3}K2-Ho+{*
zDocpL?I=5c;ILj-`Yn6btqfYnt0fHSXpJ9TS$iKTZ&ujXqjG*+t@l7)CgDkpY4)0A
z8*iYqwk$`4aVKj~<(&fT?HxX?r$?aV!h(?F=Nk4&+Cu9XB|RV}Bw>esH16%WyX~E9
z?iBfo(?%^jN><?}{mmv*UMPvP<v_P3Q|LG=Cit215yrC!i0!S&m#UbrQ`w$>V-ZT5
zAK<pp44{3|B_{PHkG7;tpu{^g*GA)yY+({2a$&b)2EEC5PL2DCG1c+~7WUTGFSm$d
z-aHe&x%4KOJm=#en#+M7eJ0ElVl~FnE*o*~^V|~F)5?EuByddQ*-%8lgRzVdr)yz|
z;nz1NUL?Mqy0exIF&W&Dk?7vZ$lTht_8?kN`IKs^9El<gIf07`S4v-a^O)~H3xAY5
z6gO<ldbQmhC@{aTEosrYNlAk3xo`No277N{^yNWYv!z^PKg&+*w}U&Q;J8PJ6(x_H
z7OUDDc~jZ5fP-==*tE9jOt<QBRQ8-bpEOXX<5tuin7BJCPp%-S)tLFhVvN-2LhX+L
z&8t#1g;TOOUGKG&JKWOnx9n68crVaA%RXf0n`Z`Ik*db+WuLXQQig=~<V(EEcqu>j
zgxMPUb&7iB3()L;2zrSewtBuOb6C&>j4V2RU8nT(1MLo+ElWYnzm<;|V96Fv85eyh
zOM&=vdpTBRc1yz`yyYqwt-Vy(<wC0G4P}Ij4rspQ2b~@&tvokrd0Ht0j8<5EG4iHA
zYF7c~sx)XCrGsA34~h;765^gO_B$%mh9ANX{12HRndQ0ZC+0mboQK)83sW-8yJ05v
z_z$OaLp%R)>zIP_U-_wGzHm{Q+QUCI!49Fb3%3#m^d0`l4u-?qUGxeHjgS4|erVLa
zq;BQtzyHgd!rfh?1j|N30_H8ytkscP;eg>c0Cf{nJL_H!C+xYO;zP$t)na_7!<!y5
zmZodDh2W9my(+ig^_(h*Z*v(RoVwQjna$?zs$rtJVv6|i{C*9LvoYkcGCM%69J2ET
zWd+~ZHm#3ep}i&=y;gc>2W35y3T-gGTwu$iGe!B}Bp36_(u)a@uV22>9C*U*>&mQa
zf3yhuha6cbC<A9Q+6rZRqi-~Ydp%B7c1=_V_+ZmSZ-l$XJtYzdbjHoY00sNNW@K_O
zH)Txz)PfQX_zkF@u>X@(MY!>qv{<KQE?~17*q3YMv9Ubk@uB;9F@iP@peS#T#rMrb
zA7`dV&5R`E=G*N<^}&cCV894>M1_qFs7E}ypPlt+6-M|?X9O3IRD0Vu(?PM`&nv1m
zy0S1b6eS8B*IepQ#8tbE@bz41Ft_zj05A>~K#)yk-i&k@o1TOtpvRE~>dcQ#V^f`}
z<&?_1QO^P@+Gme{`9!|!4csH5aRyT{{vcTqUZdD`rilxA71`Df+6E9EJ$keC!Klg6
zXWnl|JK*B7FUJ#XF8UHb&_O}nGv<Sr#pNvc&kbVAyVRtEqMs-|gp7J=)4hK<C~a1a
zm&cASU^#3e{o^CJIKwzYLzOt*X97)+!Y*~G<C4b}2^xydUM#1|jMw}6qs=VS&wtUi
zT(lN6ab{-sxV&w9EI!7K)0$x`1Lk9|Z#0#)_O{7dRh$S;i)KKFtmTrJIXevNKQ`|2
zAZV_2h~TGXnh3Cs#+LHOA)+Ye;(V!zhh!W@D&6l&b$;$&dNF1<t6jR}ZW9K%GMkVV
zWr%b1I&7eybtueC$xUNUR`k2;-_wU<0Q9S3J)UQhNu~$M-k2m_Xz+1TJ|4C1-6}lY
zu#`?aj$rt<l&5|1WG7T9W$;TG7jC5G(70IYsxLN-bxKgx`B+oS>HZEMXF6T*&6AKr
z<>PSKrUi6d$$AT<VS)<EdGd77(i8?n-)ibo?w_A%hV9jOvTq`QieiHSLeZpyb6h-m
zHP<1Aas`1@jEOZE5?1!<lp%rgdW=rN*XJaV87$q?2RyI|AvDai$XY^4NX|_z5+Q@A
zOp5)Y>$@_hTzSEx`f=@uXvoJm<VRUbC=!64<8`|^)QcF5RGlUK=bwHg((81Kvvdif
z@l#ZgXBcZuGdAW*Y7Z+qRRcicv~?Ij@g!lK<<$|-S_mmbkx`SkWzU(T)^hMOnIUw2
zaNstvxJjp_1lr;gb&_Lf=4e~RCbf1+Geg4ui~i9R;Vm0SFlrZmzc~*QH`R-nuk;#B
zK{=9HVnqY#wXs&@NimL8rk-f1lC_A6&xC~@-f<HgYlD=gg{qM*VX%=7%D=XuY60v!
zj#C~d1D$$mKU(I9FQagQsMB(Y7m;909N!*c#OP&(#JCvoG_S@T6JGcJe8>3<+&_2k
zPfsq0rILT@__zV}hWLMbNKuTgwRd@H-1Mi>$LW%Ebp50ff`q4`j7-b_?Ds8?4)gCx
zzWzty>fbrc|Bf_Hufsz7+eh(XuLm{P?<1O$%KP4Ovr?^LtKVm>hQr-^1Kwv#4~EOb
z^B!_@%aGTVzt26BUnh&X-Am-Ae)w(HpGggO2pw)TyY)vMJpNB~Fhh@;ZrG&Gc~nn?
zdz}%REYr|Md(dd-IMZhLqITbquK2<P-y$wbNOk_4e>rP(cA!AIg|cWDyl`+#riC4L
z!p&j3^>YbsI!=Ex_?vV+r{4DJ4t@K;RU*80#G|(8CX>WoAdQ-1HwHemD6Fn&-w@Xx
z-YLt?)f4%uew)iLETmk#AlSquqe3_OGK;^3PTb`m9Yc_8d(L>gtH2p$YK`#<tMzlq
z$|xa7m#kgg8S4g@fm0CwSyRZZ?xT>vkJk}^x9P9zmxGf0`iwl@KG;_ryhbgC6EZxy
z(o~6bt47`M*9Wa`f@EGs)UD_@$$r&?maBs8Ad6@&vRtyWKbk~@E<fkPfR~vmMJmF(
z{NQQcy1mzn|25U1<KjQ%k~J%HL$x^uNs>t)o1FSMj0fV;UIvLW-l-7J0FX2prx2p=
z{*ley_C@8bGpC_6HjBj3WH1J;J^l02d@eToDEN>stN{=26ax!gxdw3?em!5RR3fC}
z)+Qov@%q^-;xfvv;@0KWGs1HhhTHa5oipIpGL$<-zbVQtwx-8=JC{qrPeGTG3CE#$
z$5k%bcMz{rVpktmo_tbO{FMDmt<a6*aQUm!W`+4KDy&SFr1D?v7NFMU$sq5p;Zk)z
zs$(#@jg>j`p1_NfALMC0S$aB(CzGg6PKvZ?r2X^Pf3U3+qSeJFnNFSnWv1?et>0Fk
z&Cl{liV@L#$IT{*_LzREyyzLPXVwiNL92lijrWvOJL@DBJ!KB4oW5Jsy`Ni%F|ND*
zrcmqkmU2iV&D$cz{BgolTz=U$Y~Y&twK1FHoldiWx%1=3N)KZs6*E0LTx##Ck{V>>
zG;Z<78-CKb?F^O}ulUpl!)z9Sb=b-wuy{n+o^QW9y2DvXG<3PgjnSSUJ?5O3o@i5+
z6u!)baEWeH%E>{0ZiM`u|E1mm)W*qwv<}?T^{@D+`M3J!g}ksXWB$)u{!>I()E<8D
z*Ia7{pluq(`2Q@h{u>tfFGog*Awkl&k8Zzx3uZ{dVWg(-(^L-LOnvym!u{uepfhfb
zTehCv`}NtkEe!R~etqW~?$;IKvk%-QBW_mySpIiVq-+P@fv>?=J<<8%RmmqJ2DWzn
z9dE%)YFq-3>^-mkB6`^A#R)T^Gyi~cQa^sr?QQSE1GRr0N3+c&5vXh;hLLkcV?duU
z-=#Wz1Rb#O&TFMAZhFpd;z#Z*j=tOH|5k-xr}W)VpD?P3b5a9#H<r-OeUfP8iVMVd
z$`In%{v^V2;gA+0Z~NzmcR=ms>Z<`}J;48qVc4(<FY5s$wQA=d|9JJCtH=7s3F0IO
z4>b?@rD{Mmk8!Uews0jk9^-XEL?2?85oC<4`{>(=8U&5XReMZzB*)9bDqRv%)%;%x
zDcy<{(g=KAJC)*kDx)@Q0Wk6lI28&aVANX=0odOfsf@s5)^=9|pK)jUAmF@kY3KRN
zg(_a3K&m)WbArWipvUm*H?pvX(e$v587gy$KxkPT@q{8M3FbA*u7lN}62}7_M-zy#
zO4f2Cs_!3&kH$$DjDo^^Y@S#iudAROM0bE7s5a;@)<!n&h_Z`mvoE3|l$fZLc}{ER
zcdmmn5Fc`zTaeKgERJjG`&4tPjs*7T2yo+ScmX{7$5EGpHK`0H^@UDko${&FcOU>u
zIJ;ckbx0=P1sOWAN-=zycG=zP^K-jW8-MC0vJ>_JBs#u*c_xT>Nu!H$FE_E$(9I}E
zwZvKQnUADW<;~`ZSJTC47LfiZ25H=Ayi4xLOVf0}@cCYQ0|m_Y-&iuo19)dH05CJ;
z@?<`Zk3U#fxmjMDJWOvzE`PY(^R!*U9~GoGA`qjw`m}aqwjjQCfl~gAH~lN#&+mv=
zwIy-8QfsZkcOQOlhn&foFSRlA%w0Tk#_Kwr*wf#5Z<ll;qJq^8%E&8-pf4N*=V$z<
zlEPEa9C5g~C*UX09%D7xGrK(Zw2wqX1KvNBs&Veim4Ivoh_kQ9{BY?(y!t!#hn}o>
zp$IZHPz=$r36UQ-AaVk1l<hBsFYCD}UOrI3oAwEiHATQAl7_yU0vj_puC|R*p3-|@
zJY=cUNI65=yx5N`9`T8fO=H!)kB~kEh8l{o4r8t_;t-MT)u^Ok+s`ljMgO&XH}7rR
z`N^5+_3s-oJkad21^#yg*OCA8V*%i>(dSnOL==_JzX<@(#Jhj?qGKvuB-Ie~%e}uF
zhYZ&y$0T!U<k9%0CPeDae?3LqIA-7SXa_*N{{-#)9|wH@jd{zYdW>-w^Y+np{-*ot
z5L8%iZg*gS@<gN&H-db9*>Aq$>fb-w_4kj$y_7O+P1cX`bANF5iP(`S_z-_X+o#rE
z$L)HP#Fe}9r$0rY^M@OI0#%AeI1ANvABg37Tr{;Bd4TBA*C>$8ee3oYyC-gGq?#2R
zPSXsongdSAI+b8WxMu#V?)zqy@AQVWCldl*uGuKx`*r78PTjBuznLo#@Av0H*8d&4
zQ)Q$Y9O}N#REWGa2molQs8`IcXm#p`Xw6lNHITzP;G3p50I|FPqF`M_>8XiG!(V30
zotn|E)Hku%5Fi`yHMa}Ou`YLt3I+<ZQ9#s;c0boHr}X+=TsjFPdkapTDHPr4BgwLB
z=oJ<XMG9STh2cep4*bd%6;6VLZjj=SnOVChXo`RcRXdZL3LJRONL=``0c_*S>x%G?
zI+CAO;e<BOqT~*^%IH)x|HV=Ji0eMew+I8`FUc4w!>6%nj5Kvb@mea)eGbS=eQT*T
zu0F~2V!xS&5Iz>meCJwXl+xl_jA_vXkhll2%<&qQGi)D&DJW@p$5p{HWb#p4O$S+^
zrpmO*B>}8+6nr(ya^n4McX}{n`6ZXOSTSl&l3lxqyj4X$l?J7^i66vMrU9id0p;Ma
z%t#Q3U8)Lme={YQBa}^bO0Y&>>b<*Z3w1yMHU<Qpak)PI`Iir3p&(9>mr@JNiY|)a
zRhTUUFmu66mavqenqTh|$<FI`>xle3P<&*N<@}v5<jmB893$TUDz}E5Y>hzx@hg5z
zcbLq6FM#y|AfI2eMZ&L!QY;nnc*ie0es6S3`P>ee!>87R(|5BL=aIj9Uv0);d-R2U
zUV5AgVBrdOz;6B0+cEofujwg*$-4uB1UV;=tWU)5kjFB8&N$ruBCN{wod4@dvi}c!
zrWON#@9VQn&Kbt|{V{D%rb3$Jz1JJM`!*#(gx?(b6)l?lF)Hb3)$$oiL-ie-T8q%E
z2chvG4QILkik&rF&o$Wlw$Ur)K;x{C&U`A!DXE^n=4TrrHn)%7(y)Kqpnm{Rv{k?2
zP9;N{B(~pfQPlmvd~~O~MlB#|Zd9C_LbxuXiHAo7CWPe9?p4ZAxJf!50f<)X{~&?W
z`!p-_(>ra{(FrdWk3YEiVs~M~<=+oSEic&RvU(~ez(ZPRQh#sr`NN-`wV&}?{|l>5
zoAJQmukHK?t`(y=Y_9$Z-vVH?t!N<Oul{Pw*6Mf@En<;H>9Ngp;2|(GeR;LdweQ!A
z*9X^nPqtv1BL(1i^CBxsu5tS8R$f8!Rz8vWV$4*^tLZ{?s5g*Z)=V_ruWbn3tXZ6F
zt%YX<<=za+_{f`dbh{wo+fvW{T(Y|8pDc31Y;^JWLA<$bLVT$|aRDbl!Pn+xhN%f{
ze$a!?W*}!zf-F!C!6hD|oLoTdKz*dxbwRMB(sif?FIU@Pl%jMJ<n*b)yINzz>aA=1
zUJ8NqeZY5cqyeaDpI$WXjkOD7P&_!SHA3Rh{)UPDU!R>kEWT<43a~ZwfAHN`#(EB(
zD0y=rXz~XC`ub!{umMS^7LXU^tsp-vyu}1zV<sbXl{ml1b++NWLW!E=j!Cwo;J>m~
zZbpynLXL=PA}c`nF<Py@{N+_05Vrl1E@=1|BBJu6&tQ*~y^o6G3gC`vK=I)i6U^nc
zIt|@Ns}&9#tjzSax{ueX2Fn1RiECg+C?<_m_^0OF-kPJoJM|}^2$xuX!t4TkO{Qj|
zWRIr?Wj+_14)l<wX^T(FlP0)U3K{SBv=KV^2ZkvHhWYWp#5$;%UZsFeHJ7`!iIb4=
zz@`Nd@&ImifJ&MdPkP5%*bT0KfI>_oxDN2eucqg3ZHC#8<p0rdi@@q<a}$kPKxoG+
zKIrvh6Ej(s*Z9AUD>Vsu&yS0ghD(-Izu$?NN`^b(DN~srr;a(RTm@y}i&PbND<9u(
zUxMazOSG`{O4>@5JVb~^mV$bFVp&zeOP!FhLd){eueKeDl`WC@;)%_vv6sGNx8<Z0
zAtPNWbF3DDs9mVC_CW^?e;w{H59mh26n%zT7Pr71f}u36<ub7vfUAlxITshJyVRp6
z+L?&&JjX2|=>8YWc%5ZFEtPW|L7k?7ZrY<>{fVaX?NHzbb1qc-MaS|=UFE>3FOHKd
z8u{|GToUTP^3mbm$tRod_xLQ_T!}jNyW_)+gcGT9XWek#^m@M9`{V2OXN-2<_|i}R
zU2gnuk=XbG>K=%m3hnCEj+}nuGH%9a^;x;m*E~Ew>=ZNsTC4nLi+`~p^H3-95C#w(
zW851x9?KtksL$_<>@<IK=q5n7JxHNz{`J9Y0YLoh&()t)88%d-t<fF_AHN8%(kL3#
zu6O)^Y!sXU7<*OWfZ(~IMIfB#Vodj%{9zokq#XdqJp;t2V-iU=@40u%x-{2pAkMwn
zUI*R80!G{+2%zDpMw7xuY=NSY`tu#Wu0-7W+lT!1l_Wi0_aLjH`$&9uC09B@or7_Z
ztJU0>ymr9t2hVI?W4?L(YHb5uV`vKH-zkO?t^>D|a0Gm!tZ(o_rTOcvRp&olyV_js
z6oCQJ2o>B)TOJG)Rj!~oSBlKaY7a@ks{mmn%7ro9K8^o7hqk={rXQlHWUSbM2|S#I
zpA)MZ@lZ#D&`O@>5-otG_}cZl!7@OxYFTR}Xz(XQhaSvfv&O2uCr5z@pxm*)J27tn
znUCIWJES_DHd$OpZ;vQ7bKP#+BwbP$$ApwD7XEYK6R0UCaFv0}7L8wVdkGTT32-x{
zczzL7Mq>mNd&%Jn3Ea1#f{;f@ysT}VVK(=C{Is8u>tLa``a(s#bv@F*Ij}(aZn4C_
zcB=qrsWtAEDJUMcoi4DY$}I-Uu2u&Zyc#Dua*a}LfMBAm6%4c}`O`rAK$$XStTvPF
zReetJx1E&&acHdoEJT4}DOW-*Z54SVI2?C@*ANst$rY7tha-T{Ni5iq*PWR1lDlNe
zI9^e@WdkzhrI?>=P!zm=2s_~TVk7y|10ZP`v-RuI!BJwtJq1!I)i-k&*ly<<jAx$O
zN9%jY?8FJvd{hm`k5cQ`?0&h`q5IFR0QwcVBK@3eNdvn{OWKO3e{z19<bn5SEURb)
zsF-aD8Jh9xjpX3huN?&yZl3R?4a7sXW27t1OYHQ0YXB7IcKAQm|2QPD&355;-GL+Y
zjK4eZZ#+ETe-kAITBiSRG)~M77FmyNAL^^R{^mA0h)<Oq>vcH+>|BXCt@WSpOdR9M
ze}Ou`<p)`t;alPRit}XMC8r6QqH?c%hHMcMbL;^a>ss}8o>w14dw6(~U!>rzG6LT}
zJe~>eYTk|X0cj2~biGM5pdPv6Q&PWbRsAi`sVCF7w((d$Lq@@?WkN%^c<$LdTQM;q
zWO0w47dliu=*HvCpSMAuYOp&!!zSI|U{XCBh#=Z}c%-^lc>}@~4OmLMW_mY}l0DUE
z4Vq3*iUREFuy7FhF&F0klmdfGJ^?_UWK$LLuEH5d3*l^%2rWEEP1rqqc%B_|lM9_F
zTP_vtHS_@YT8We3a-riKX9&eIAK1`DE_(qi(xl4xf}o+LNf<;KRK>3r9to?f0PPdm
z(XH|B4&t{wWE}L}S3IWKQ8pP~mK*EAq|J<44tuk_mBi>m#H9w4;i~1yY9OhKFSYip
zA1H!h$2-&2AwkTSCZVUSrIbR}KRTo**&$B~#Ve+tUj5j_7wp<V1FW23BCVp&m}~f0
zRK*sa{Ozd*Fkq-Ufcme2gwiR7gq)M*`j%HK+x8rJ8pSA`j8=D=yNg_-rWclT-ICjE
z|4ZD{G+EYgtJaiU&4*)Xmw{Jqj1f<4x(o@p&~gQyw)nsItplqrB(}~Zw|__O4Uz5D
zXjkhU%~f$5{<(qC=~)9LPiLI195FU=COJ{?Os&we-#xlbB=9<Y9juN)N~>-g#fOnD
zVUTz?azA!+j21@;1&*{OQ684@2sgICbLk)EKLpJ0B+6ONgLbws^AY^r3av-t3zsrE
zj7;M2*=@q6mAsrs(_9$86kJo$658^E218Gs=ZA>bmdp3>DWNjOKrx91sIMeMnD_AM
z<BYmo4x^(R-LO*RAOy-2CzVy;xQ|1Q^8#v<p(f${T_%dnaASbmHW|$5QS#S3D`e3H
z9v<s#E(dOu9U^s0T*dtzIed?B3bPBS--P70{;*Ri14PG}q3>9;=GdJA*B%?t%ZgDm
z!aOd|L98^b26aTd6CErZpTIR$pc0JpN3rH$_ak|p?fmcc08FUPHA(!TQxUDe@9^mB
M7@sdbcm4MN0k?@`cK`qY

literal 0
HcmV?d00001

diff --git a/assets/sources.gif b/assets/sources.gif
new file mode 100644
index 0000000000000000000000000000000000000000..3fbc915f1370426462c42f9420a67d9cffa42292
GIT binary patch
literal 88690
zcmcG#WmJ@X+y6WC6fmT;L#Il&Fm#G^E2%V6(&ErV58XI)Bi$g~$S5c&(ygKxl+4EK
zy6*el&)(1fezDiu^Jb3oTx-^OoJalE`W~NA(@>R^vT4L`2mHhX;BdH;lM@*kneOgx
z0|SH9)YO`qnv#-|h=_=|xVXc^Ln<n&A3uIrSXe-zP*G9Q=H_O7eSH@fm!P1a>gwwF
z_;^M}#;vU_c6N3jAD`LTS$li?rluwU0HCF%H8?o<;lqdN>FK<@Jbr$DB_*Y_w6w{|
zNnv5(@87?#tgKK|Q+s=R+u7Nrq@?8M=a-h2YHMpxO-&sg9j&ge4h;?E=H?n28VU#q
zbaizF1_sW}&24UOhKGkkAdsg|pNfcxEH5wf@$tF3y2{GRa&U0S$;lNL7fVY^Yieo+
z2M2q3c`-0BSXx>#F)^{Ru{Aa}R#jD1*HquSb<5e=d1+~BV`HPGrN!LbJT^8qJw4sQ
z!QsuDHwOm?-@biwb8}NxR=$3b|6f0>IEaplp@EWuu8Qz&K?1z%hq0a!5|IG#00Ms=
z{3lHSd|X6Q<>V*w;=JaixTe+a3-YK9^^BdEvV)1%&ydk?+VejXcF$k`x*~^yqlb#V
zqO|!kr^-%137X||RX<{<o!eIGenH6MMz<Qz;&rO$k6JHClO}h+cm7VCIsA3mizBDw
zkyJNz^hae?w2v+9odW53r8LZ(0%Ec&JH{9H&p-@((wgSZfw4JNofAt3=U_&D87&K!
zpt#)XuF2)Y3kZ{dthS|VaC}}(_teVKC6xKr-Fpw*o+aeh_Dp~H^qZ9Bww%sG_mISb
zy585TpRdSn-jTm=_2hZdi<hrvK7PTG3u5|02_X!!D8a&kNGPLpFi@yyD2AHfyc;D{
zJd%K8k_o&73YUx}b7<wr#t4^AqzhPd27^S(rm{s{mbzm^%3tTp2AyAmL@Tg`%5e;L
zV?`_9mTKopKLd+Z%~cv!oA<<uRll#b><au17Oz=ou%FDi8z)}7)Z)6_`3xdax6<Kr
zxYQFT@p82%_~QIGM6!OZKLWxi7cbecF&xh*69ScL+!{~gx9E+RYTB93lL@+lN;mJl
zDbdQ6OOS3kcvoZ56+$Z0dbHT=vfP^>)Asp8chJQZscif4`cNFBe4=c}x9zE1ndfA8
zJHPMGRa?ADyxaBj(@Iwmj!drm^y}7Su6&YQ&-ss|<*w)C^1YX5-w&5xCCR_K`i%wu
zt0n*d0X#qsKopM!03g930byZKu#q7uCN?fU!7vIOnGzYEo{^cAos*lFU+@A`SX5k6
zT2}r7YAmS5T=%lRp|Pn!OIcq@(7=?KD;ZkRKQK5nJTf|l0TVV)zn*E9H#h6;8=qfT
zTv}eqp2DuJ&nVMNrhVAkKR7%h+4yqYq-AdL{^-}~*?FPK*DD-z-RY8AJx0M70^p0_
z#;*29!`KUK>+3hVpkNN?l`)}I{5W{O#u>JuL<4nGsmdp+Z+$#d@J*?uh5>C1pOE(f
zwGj$TMj+M*ylV{@Emjb5;d{zSwEMbT_m&U>zP*^l(3f)C=zP#=?xpmr&`AK|@O{pM
z{;FphdMja#4qKaL548M>7abzkZo&K7UVeNf7y{GS!+5Nx6CUs-`p=uK`f;e!3xB1;
z0}a5*1y(KVJ)1^1*dPY!HXg%752dOf?q<{Oc@)Lm6RU-d94sH0&jga*_7x%)LkZM`
zcAbiUX!KV)ajThtMJmT@y^4~}_~tN`Ahbt<?fd@a)%pX!jNf#$NTt4Na%1NAr;oR%
z2}B!ud+on|vKp3G-S|jz0pJV2DSIIno$Zgu)vggz*R7@%I?}$GL<2VV2Zb|BN<tz=
zP*0O1;grH~`@P_`8FJPzRAH2ODZ8cY?NY~&v7!G;{Pi%v1DFCz@vZ+!e0VsRC;G3%
zM<gbplT%XD{+Gm8R9?@zJZT`KAV*VkOKV$ulOQQ$4;4_1iR(t~pTv((Oio=V9{Z-2
z1|LGk{8!>Xd?0&Iry$QEF4sTw_B!#OK7Tp>`t2kSNV|HS_*KXT2PFv-%cx$D=?@1|
z@wuvOuJ%U5e%ZjVn5e=?I+5$dHx#QG$g#yT?Yr5A`rI_AvK((Lopex8pU7M6$BzN?
zSRJg4H<jPd7Y$Eo4p=LHQ>>oKXH<@;Fi583*s|1Ysd`s!$|?42;s+~;%xo~0S?m4w
z`#Q(3MA;q{HOp!UoHmvYkvUS|`sCz5%vZejqZ@={?E~X`WQ3VKWs;TvASwwjf?bQ{
z-LIFAT*J7nYGK|VlZtYb;_3{~8n>s4Q*BYF>@A1$0L|R1I0o_ii)XHf1@SUBH$V2#
zlXyxp_J7Xr=^>SS9qjteU4BdRh0cf1mSiN(hFS3bk%Kx~N6{x|dCT9v?p0@eR2@hy
zgh)HmWdSyG3@C5R23fxR)P03h{hE0%C~e;wLGY7km=?(dLM1$hs-C8VGs8^5FeX<t
zMtfZ&iy{&h$g`nFZSDw$kpxRnLD~5TZQ}&13^(`)fUq=>5W{!dL|JFiO+GHT<Sg-B
zvSzzvb(Zg&I6lOJ;4D5qCuk;F-<WqMMY~Ee#nZS|=~1S2UHCR1@l=EY%7*XcQI4y)
z$PORtc!XW<OpV5FesF?48~=?<xB-!WrxayQD6RQKZuK0TDlUr4&Y>6`8&<&wHWhh`
zpUiUNSeEB5T*=3fBI;0{My7dCnID`p0eD`NGf`GIa)7F;^x@KXYt(dhuIpA*<maP8
z+lNbg+L(m<(r^SF;Soat$|21C+?fp%!Y=cMiJuROnis@mkRWMGK<)iwQV(Qf|BA}d
z)3G8KxAr$9oL0W?zywdK0{ILc_fA>%DG+^N70;8TrFN~Cj9;u*AYxL^hD8Av;KzL=
zcf==g1Edc8DJfh`YvDsw?3c^KP;!w+meM7cuG~z)vXEi6%y7iW1Y!j#5No5`FqXh;
z*$3DpBNQ5wIt=z0ptF-1e_5V|(1)F?Y7clYCffH)?jRr8Pg0UgP`{`0fHiZ0=lVV@
z%9Yf%k{7Br|6KMM{X~GjL1TxRl(zVEpTO(aC%=UVV_Uk{`0-Eze9a4U0JQaBc1FIq
zQ5f(n(n6YAig9l3IL*@Js%6SHb>xol4d_!SDMe8J`%Rls1M$ra$Z+6?Jau$i>Dre2
zy>}N8n-^dD2yW(YF#<8ANB!I{yT3qu2k5^nEu=}Z689nU3Yv?*#gfVoeV$WJ>hV^<
zk=A>QUA!%3XEzWc5XJs>6(ed;`1ux~F#UDycYWylY%JjJB{{t@AK9EFfb5ZX4i8)o
zK?Nc@MTG9l%n?@EFr2;lLjN;2=MgPN{%V>pY^0q<8UGiES-tN*F%z1Q?N|H-o^A-R
zM7dtyzp^1TEcmpzP#y3N)TW_GB7VH8t)3Ors0TyJXZ3v--Bvv9Kc>)@Ap%SM<RfI#
zi(XK-g{I;uQw-b(5cd&+>UmNi86E^u9PG-3W1yRgMXC=Li@2+HhZjAtY}0#1Wc{ZK
z$w%XK;%|+4$GDXRykMSFk_dPM3XfceEx~z9l}@ccR7ll}3;#HRk-0yVS1uA4S%AS~
zV2{CLM5tQD&Dp?Y=~N6%Q({XUZ*q*c0~p6Bbeb+VIIsLP+~yGaK&17ZoA@m(iX{Qz
zf=EFp+mU<JeW}Tp+QKaU<Jz?N5yQwGCGEl~n?M3$X+#t`xN^{fav=9?ZJnDM&f$|-
zA~q5X6vo49yvqAV_0xl!80--*`Qxokt$@nyE}^kUfd+tSSrxhH{W109x4D;=4$CXN
zl>V(>vmyjT6|y^Cd+IlH9as|Kv*ajV5v5UcY>#BC>LEkPywhhZ*y-6dLD@yAq4~$V
zYG%b6@nC#lr80y^XdU78^DVxmz6xG^l~PWDp~*r`^gVfo2&<|v0t4JT8~vLd25u_`
zRS#%Dj1udrM02CUpwc0trNwtdQ%%&wV|=8k=X1J}ZXC+sVZyA=*=N0)xsQd-HNUPC
zXw^S0*D6ttZMUuOFN-X*|4~V(En@gKkLFfl!WcfBUv~tY!4*lP{NRatO6^YC%h2hX
zcLM>j_}C$?-8IC6x^U)+4-=FZ2UTJZ*7ZYx@Ybf%xX~ICd7dAJ1pr;@M|Yo^W{-Wj
z(T{<&=$zhtpHYPW@~O5@xP`@+72{^T2g8rp!whtIegy?r_xUaw0Y1l@@We|SK3Oyf
zb%{h-$N{S)Ru8I8LYfP+vTD2s%Whi@M+av%AdNOV$ZtCOh{r?@;q<L?r92jO@s7{t
zgVcnLHKt7%B^q8D$Er*dTg@gVD&CT)nY36miXfip6pY#w=`W8kq?V2xll!7FmzY3#
zQ{syCnJZ$8jWK(SNv<&^({*c#;w!~f>NwcV(VEcP-^}#&H<LT(=nYR4Q^8~cmo|Jp
z<#H-dR}`K4c)(0|D=SM((2U}ltkKg%@w77UnH-^j9qzbRJI)Y&^YJoUx2(4_9@%+<
zlU<@|l}B%Q<Ghsni1sxt&flQ8h6>E=kU+-M>GRY635Mi-HOHU&*%!to`zg}ymkpFx
zAJ#Fvh2ac)nOOo49SWN~_b7|p-*6|6Rj+f@+}F;UPQPV)5rz|XJ@Jy9|9ti%mYh@F
z-UHD>lhb0J)H9-Qw;}ra8+nwIZureRfWFkM!UE}AU@BzbP3D5lCSLYWZUE8ligrYH
z8-=|#nm+Z2WtiW0n)J%ccD5i?oQE1dK`6#(Rc|;_d!i6#f8%R6Y+piiR^Lc8uGO^v
z_yq9N%`q-W^Fz*~@BRE$$4|wB5fSa)cem22OuMGH@^le*rAj_&!k9i39-Dk+z<L)M
zFVp$G6L=jH>lLFbMeVdN_JXS*iMYADm}9XvDCDXNn$8|1%>8|~`|ex$fKDo|dMV{^
z=OAMhj#X|xL0;?9*v8af%8WYYeAvd&>RkM;lh=N;Hygj>G}?QXwNrvzkAM4R)8&bB
z%tw(ItbR`Twt19Nf1%W>4eOlOtXVBkej7s{sOeMsCHTxEQnpv8Du}=&7kep(?2WCr
zv)vMXA*CUXJZq(rWpsN#q|9s*=-_`vUCM9A2dhicC<x>4mREIuYU%$`De_wyU5K23
zZZHb6?2e4|s}h(YwO}FGl>M!|`f9(ZxDEgJIqJ#mP)=-lALdt~Zr5tu*Uv;%xQj{a
zpbRl8l~D~6(R;!QLFurN4}hTj-H@8T;4=&ovlh5quRp_0J?Jf6_4IjVv~58ja%BxU
z3`Yt_xGi7-1@$2pYSPJ>VJ{F~NfP9v4&bh+&`Lp^|5;yP@(=U8QSeeZ`MYR4_H{q8
z77Ydh<V(s3m{0_Lq?<hQSsxpfED-cD5+)|;_g#&ht<X#N1~nvu+r$xy5TvxJ0NJTa
z$D1e$IND07P`=KzEq!W<Hy1*o79}&p%_bD?(;oDp9MsrGuEPU%lMH)C_xyKblz?66
zvPopqx3F*J(9k{l0zoUu3U*ipI7QXJR?y1T1T4zxJaKG8?q{T{7enD0lT(Dsfop-;
zp0F!~n&~U$_o0>qQE$<aX+F`F)^Q84m}0o27*!lzg}FWu)Qci*r}L@t2i4J07cGFa
zD`=mef@V?VlRTlP0Ke~;xFW#wQzUOK2A6;h1-rIF*XR=8wS(BkNQo+(EV3eCda)U6
zcWBn+c>F`Z>;bp91F#-$k9iVQP?6bL;gzP)tqT2}tf!-n;Ax|$(;f*c7|(Qg@+?=<
zLk00~-|h?-OE*$Q7qIbR5v<IZuug8*#H=_XsYn=WB85Mio`(`rpHzHo<A8$J{qTKV
z%*{I<FFbCqtqPG!O@bH(Mwi<io<1+%0}q5fXYWWU$36#3CGI<bz3Gqy<Ir3l3di|0
zXFB5xYjf^>11vg~Z9T1_Fp$$J;%F@)kSMhV^ZWxKz6irjI(|=U5vsedJ1~%84$L@1
zgyra>KAXyW@Sx2|QtFyA=ZA4|71$)s4m1U89C2mpYwLJahr2B>ixicSbR6V24!$!M
zo#K(ETd4eDEUUx=kVv08ww*)%Cba||&y2_^3dj(!<Ep5P&I<_Te&cT3MAmG^T5<a5
zRYz9scw{P<Q~)sd0-oEy5Glw?8M0_~-;1hHL%auME588RZ%;V1PF}Xw%k9fqj8xkw
z&cUD0)8x#5T}h60G8x)~q8IT*d4W4;9D>M#v9|oIhWKQ7`UmUWQGmb4xTT^E<-3^V
z3v}8KU|1C*_X7xQR(XeJ0{W?)G;N<hqLLiE^rENZegQ9tTq^VsfX;dJ40LY6*qO~P
z8rz-?mPTfO=?IT0!Eqz9i={h@)ym8z7Ul2TP*GxwiU_i31xv`l0Ol&vua$Q>)*tUs
z5k@y*y6Gu2%#)Ak(_zl(LVPh-0g3PFN)5n94<hkwW=m4hh0EBC`+RzitR>1hPYycb
zDzox`&;?Ly6h4SWS_P&D{wxzP59EkZ{_&_h3lsPWkb?mjR<oB%vhs|Z1zCiF@mup!
zKopJ#p!B733f7F=z6vIZGO1sB7rYMD2#=LfvODUf$!Oo_cou+89dBu{*CHu1zDZSS
zEaMG|?40a8%?wV_yjy1$;gS_0dYYWxrN&vA2f8nQF1my0shLDepjG4(Ri<C&s^zz9
zUW}D?Pe8TKan%cJm36S%m+ur*N>s()0QvxSQGuw!_hiloM)=$qh6O;Z8DFw_(BOWk
zFK5j!C(w;p=m}pPGrBwnK=>1!aH^@uAw>q$5(J7g(0U7bH$5m8kGJ3>ZCN6HnB|?P
zryz)a33o1)h`oyes4@B05(Gh=7t1+v`EGGG3NgCED45?TH%V7FrP12WgG;_vkgdm(
ziXHM!8Y@(AS6)oKG`kV}gHF4{<atmm^wnr3`w~Jeh@Lh=j<Fh6#v5{kZAgg-jumB;
zN7h3ms!NbXx(zQ#os^B1@xtiyKXyWigPMfRTgyCKVYXqoh4@i;D?=xrajU``?s6?i
z#N!Pd9kIt#x)iHB7F0`opj$3bzhxP!CHKgSs_11kO%#Pi2l;m%&vXkoiFKU<o({^T
z(VeaRQjh}7j`ymMS;9_MS*os9x3d=3*28-b>e<-_d4kz$qx-J&t*Wa8$+{7vfmcoA
zyqvYuB!l&9=@M<ZT`fV8+q2Zwv$EW?y4<q^t7dSb>prBnQ0*SMkymxz{UV1onbEn%
zyrgFN4pFtz)dYB~3;bglZ=k;E>f#lEsSp3?m8`1t=ZhO}fDa#3!w$O0?(Fewi8r69
z_Y_<d{buXu<p6x0v~B>^o#j&Bfc5vwWb%aeX7Z-S#11%nNxY6lJ(qfw*w`J<(VKnz
ztAEmAP_uu)v0s&I1sdB)M#_X_o1&3Fct%?TT~XDuDwKQg0?nO>c|tJ|Co<4i-uEJo
zqN=UGN;ir|EXD66tW~q$IC$vxf)QB;RI;X&jiOvCxDTWWy&GS6!b>`vncQLe1fxQK
z#8_rH{9+V6lCWD4VUzSFjy|rf547I7h^U*wgu{5bMA!807Y);N-#b?v)|>Bs0T>IX
zMt4(;Z$mgeyP*{>j)%GvMn{}X$O$TqGJDG~qUDEK-3fSwnfENAPmiK<*6-9zJt?k%
zLLjzeQ{!WT9<R42GF;s#6gawNCl@_RMC~S@RznL92a0T_%x(bxBaGq!$N=T|RR91n
z4uSOGF{DcxEAgs?OTWNY_-NLezg(#Co%|H|YOUU1`*!ZkUUT5|RR}O6F<9s2@|UNO
z9S(SnCIPQoctm8>-x^9nVp0U5|FwqVkN-Rj{U7n{VM<0tWjZ?*SLt8k*|mleL0#3^
z<wr}I)Ao;e=0Ms#ImIl{H}>Z3?A*KeiG0&bU8LCgk8A52n`_HEom5+YX(;*N-ES4_
z3}60;XBVblPjG2`$A4)kPp$xb%}Pb%{n0wqS!;-OB#MBVILiZgt)VDg_idVY*yd;`
zjcSdw$F+tc%&HbEaHjvF(Gci-u(Ei+Yz9Xr8qn&E(Tv0vt49xARth@4_0Zxk^w(^8
zY^cen?)YJ%r5Z`G7%W}^{(MkUX+P^L8Wa;3MtxHfmF0mCCu(`Ou&NN(_65-c9rr*Z
z=JLR)A#r$hgAxs!esTL~$#8g$IDS%sO2MpT)2?UkwzjIlfUro$i}1+LSgDr7?k?5h
z4oo9`)O@RP+sL$qx2t%0mgn9rEs3w2y-&xD!!e6qTSf6oFA6UFazWEadgPqXx_+5d
zzo@S4iXZ-U|HDkR+LNApu>;+{FHO=ydY`GSLt<bdH*vSmeiNyyheZ0<YfIz5{bdyf
z4Vznq69}*)!clW->yeLPrs_;zZ6tAPVJuPVQBe`rqmux(MjM-0fyW9P@GoCe4C0zX
z)i)DNx+PJ7?)XS{ZSgA}4r=LEJ^VW?2(~wPG;qOCLIF{DDIq^xw;%7OC5+UPKyZI6
z&G_-wG%NoIo1P_`s96}0DHwxiyJ3ml1{)aD1GyP=v0Gr>_fmNHZ1zsj%!faD@i4Xn
z`y1gA%3~F*3~5+|Teme90jgWDRU{%lu;neYCqA11`1CuBmoxF4k6CaH{RqvqGcQDd
zwrsW)Kn<;5@$gwZ_IM#Aj#86l`BmR4edG9|QN-yfyowDcXx*@?f+?_@h?x<*=EjYh
z`gFir6yxpEN|ejzj=i6rxEm3r3>lxhj=_SPH+c0F0gZ;1ePIziWL|wOOV;)Hy%<v$
zXOTAd+%Ls$HSa_9+6g66nu|*62l~IE>u=xKx>nLhoKVQn(J7Ao;ogi2bhUoE6Tvrn
zf|X`0Xtv1jt0IGmo;~B_=^?)X9VV)Lik+xO<u=C`VMPXTbDpTkO@AA6gn?z>rg&Rn
zAsz_vY6S&Sj<av3mT3}dtauF7J)Gr+wmC1z<)im$c;ss*Cb;cf+xUQ9{cY4YFKbAV
z4|sIjM)6@az!l+fW|c)3%Lml!RweMSs|b~8^|c^~&+t-~!NyNIt~_Sxl!uq3!yzYY
zJt{<jBAj?FojC=#=3NS*72>@L-Oul*%V!mk15sJ10FcQ7%O$g7wCC2h?mV=#PBlSE
z039{YlQu9Lhi&lgeMBAcykod$-yGIL@E0=0j?9y$LFuEyFB={}{bjjMlIBOHKKCBF
z_`wx0;%#qF&wbubJAy9)HpIB~mt?=$l<|bx<alL|$=WwFe%@A(0X<cCs$~5E*XQwS
zRs;DATa7t=3vW+L$Ma{(3!i`M(Sa442@}dA_}z<bVA4?xyjijelZ2-nc03Bho=|vf
z`3=$(6`I*e=8?;w`$g5i`WVFz5Py{z6hJ?TO^1=wA{@g`-HO9*AFy5tHbwDA)y3*e
z!43ex5ost6Ek(Zdf|?ff3h2d(d`ew#B@l{%G<&e9PAP(0+f~J6?}r4&+tJJQ#Zg7A
z$AzX1GS93D%2rsDbN2zx5t2l7URXc<Q<nFNQkpM(-hit%i)FEnM5N7>7HzIkoZJ41
z_rEEmbx!3sk`-zi+IvD8Ew@>>*VTk!QS|I+L_LdIsBfulssYBH?A}PE@WaPB>%~aI
zIUo!Yy#A!j5VhemqHd&KeGlA)BqoOQij);)+xqVa7lB@T=m1h9sLNz1LWeZt>md6P
zJA{-p$uTGd{$vd`AI&(FmZK4jYviWcr&UT1D8ytqGScd=sRqn#=FM{y-FLh}^h{IT
z0%r<0x@{u#hF`E+_C~3qDuE`UMv4vn&}^7E!F%v64*<GTcY{uIL1EsgmhhA8W9q8$
z@+$L|s;>4b<F-JfEMJAvuC)RSO$Ib|){h!TF&8?+{;=!~8$uS;Ta$V((Ot<Oo}iw`
z^jYVFPj`S-hKEl0vjAhe(8BzT_RO=Cm{=2cR@FVa@TKFmg<EM(FjP-CU6Tj0{`^O|
z?MW4tub6`P&%xTB1=coa{}~}mglfvIy~$urHTU4q8s2JG+HX1Fq}cw@z<iD`rd5%X
zjqAx(g0+lnfzhS4HmrPTXJtMQF~~|fu;!kCX9HaE{yQJ=*axenD1NM$f-`-U7|vOQ
zq5gva6xm_JM4&FlC~U=R1RZ%m;7p_;o$$6_*4a^0x7y<Yn@?t%9b)PB&JQA_v0}#~
zSm>kA5WrFxUS%p>ea+h8c=!NES3<4T*%+LcxXX9Q)g#S@y&FOrhX-G<9CWdXiyHW8
zJf!0J^$DZ(1{?G}6wSPI^K5n`#pX_9^VmxoKLstp_O$Z*dC@+p3U&hpW5Mb=5s~*o
zS8uPR-H^~84Cd8a%Q)C*D%KTd5Y{5O+xh-go<?{YWWD}D72c3P@|e~?h(xq{Z`6KI
zK$l`^TY(2T=!g1BE2te^!%08veCoxw)aCF%o4#}h@sJg%mGp&{?6o)6lLkk3mqg8l
z9&3C2IEgsMT3kKQi&V$`sn7cUM=m2$5gj6lX%8|PyNvM&Nx`&^wKWah1qH<svD{y8
ziEMViz`|Bl0$UKTm1oRpT6(v#=le`##sU~~jl#pi`4zqd7B2bfiZ+r|As)BWL-xvC
z*)r~tz=@Mrnsh~8n#7NGsVs^wCW_VkAUFz&^P{j}aq8ywL=?WJpm?*|+J6ggO>I`%
z(Di9cDQ+4n|6={!ptxv-g!ETU!^^pGo#harvF)&#pmz^UJ4kLNeo`V_q_mMEsCagl
z*v)YX*8b=xYuH1QyLJjY@#_9GIRwY|9nvW_bs{S(r@sU%F_0>$L{<#<;Y_bS2hn%k
z9vZv<5LF|eYiINlR@DMuciXxI=e-YP-(z;LJscRU$NFLJypFQn&E7015~ZJVkKt;w
z*=Ak{q`tiUgs5~S*asIhX=L+7g?g6Kf0t+5rSO+fL}r~^pEolf`4T@n+vhY7cQ(42
z?%U`<vJ$JdfPOSSg(%>wJhUC=@p1E!ks0Lvh}1Oqy{YC|?CG5-DYi~GwMhs1(=P0-
z+4m0#6*a(b2<|Z5p?>avAhUiF*(UuFLJ=HAzVU-OD{yA8Do7Ci@SHVBcI9rI*8}@-
zp3@n5J&za60+aF-d)y?X^Hkp*xJ>+rgT(`PN8PP{3B`JNXTbdtkDud~OpuM48s5nJ
z>8+kgu%}+pzO<&`d<Pea_rx_OKFCbdxHZ>~Q6LE&(E|sPgK$r}3MI>3uY@(h<6nf@
zzk-~8h6xyZKTh?O=Jo_sKxF-Z?A)QhH{EY!X~>fhGvkAjGb38Im{{8Q5bb`7D3=+N
zz)Ic6j}d-74!{L&5?e_^_^yr_%1SINBx={AU;s2_Lb7g5#O>&{676BZW9FA>%d~*J
zS>fAx?8|5yVS$cLJBE@PgpckJRXE(qLnD1*LF|vn`0Jx179u0+qf#;McfLof>^+G=
z_!Eoy6)oJ$s))&m44vJvhm3&MG6UP5k`bZ}u7pBvHU_xVd*FPKar!7!)LLjdI_k0D
z<EQoEx(J^NkGNSAHE!#8LwKMsCNvIX%em*XD~PXG5!q?#UV?f`ofS4*0Te*doM$E;
zv?m@dB(h7$r=KLs&n37^s?Z^lzP*c1s7TU5#4o%B^r?prnFK4Nh@VQ5sAdMQ`va3t
zqf$Mb=!op_%q-<N023(f%Q0dDV9Y&M^Tg4ZgtxZl>~0@h(Zic)t1+UxlH@C65$jY+
zuO%ZENkHwRv6DQMfbr;$>Oi|_;xSVa@c<&WfCwI5<@$D*)cCC%-yyP6iFvR9H^~Gl
zyM*VhsSr~XX^AKvS3Hq^nreWJL1jYuAec%jR(}_S>phLL^9T?)ixtjDwpoiwgGGB~
zrC3X%qA{q4W>I{LlI~_=S$4cYG~W-2puFQ$A9TR<4%M6O6nDJLrN_^G0*J)L(Oc?|
zV`1Sz^bsoIfV3UKueP^Y5C8)&PQMKxjLs?_lPNCgpR@1H=8ztaaW*|8qL_DnB$$SR
z1w2ttfA}+J8jvja^ZB5yMLr^7T%G<~g=nu?65I($;-q%lNovxAZe}?B-hMiTI>Y2X
z@3fiCDmQpxA-<q5$IByGDlBgqjppXcZ3ut|RRGdX(F`&9;h22BG0}qn`iNqme8GYY
zkLXxfzSnVnHI2mE3K29faT`4&5D=dmmW6vVEb?>l+3CJUqLls=ogn|_3xCQ2nXvFC
zp%)89S=NGKhC8=EdPS9+zTgT#-I##s1r%{CL1Xs|bJ01?3!uJif6jp-j&ZFSkeeJw
zo{LeTutq>(M~U`QiB&%dOTF$YK}n0*!wNVipgcVv7VxQ!hz(m@WsMmZE_t-8gmKL9
zcLGwzMiG52Rr#JWBn3H|2eq5TZaa{PRAD|Z3K|{=9mSMopfMaJxr8?Oex0O*;l;Uv
z<#~M-G+qFg14Z^mOmw=Eh~Eo!bNlQZa`ZX*4u`2H9|Vz8$Qh7fWl+rei-?CoMd~}s
z;;bmbqrx9vc4{qj8BMZKQentbgtH<jN=(bx-pk7fcqn9#ddUzK+n14QT||s$>K}_J
zWPl`}XU2FWrnG^W0A)NpH9e`orC3Z1q9O{5PS~Yf>@2`eAP1}qn2+6GM@PKykXzEt
zXjH7U6pSn1tjhvdUs1+Mv%Z|hNOhhA@fPr&cLu*P5v*7WmQ*ckCwArn)MLf)6aq3s
ztAJOIu8IxyII+9~1}LODFiAIcBcS?4VA0PB->NmKZ;Sb<9!U?X&|~JY<`Yy*){QJK
zSp&M+&=L+C6>xI{G_|svjQ?>bEk%B;7%8$~G^fm`HCcwDxqA&vkQ-OI0F>pAK}_bJ
zYa&%HJnaMVNZ@!b=e#(Yp!`dQqTB-teMU2*IMVxS^;h8L_UKY&nVR{~CyRzW`fmZz
z`uOw>6h-hlL}tBuVKFmd!5aq11uw}#`J*rDFVWVu)9>p2b4$|U9fOE=LWfLTRr-@<
z;8rY2fVrKn7T8AuS=(N&xYYEquOr{INj<qU_M)L5fXT2f$#L!~Ms%!3HFkQmCZ#9L
z1G*NoTkouQ#Zz=@+_)=sn&<!qqvA+P%)3M&tkN!|BQik3rMmk<Jwg55@qiloG2ny+
zN$DYQnLo|tFre(b^HVM{e+-yAj`|i?Z(Mz0N~j0Ixy_NjTkQbJ8P+{o--~RAG%r#3
z_~D&a1KZ;QaO2>|&4^xGq<<$PapOe&FypJzz-A4Fe$pCXw^Ph#Je8(;uc|I0A2nYW
zWK|9$lz57mekD*nbl`nZ>6l>W_ENexKg64kcq^!Kbh!ErZ1Bl`g{)9Ct7VqdV<0(G
zO`~;e>e?$qSf!9wb~;CQsrAr`v4)yLE?(fEO+576;)#hXk^ZH13$m*2Kqaax>26Bz
z%f8_au4cv{7cK23O5xnL^8sBLFUB^i0P^fu6Znh|iQk8hETZ7T7`Guto%?coRiH?L
zQT@%<UUTqA=Scf{^&qAspwl?tWWPQZQ<vK&ysovTm}B^j+l8{-+_gd1wfCJ=b1B>@
z_T5X|a>nR825qOc@o?ifhRb?+rc62YsnZh;j(U7**kp*(#68F~`?veFZ~*9%(1g0@
zQ-^K$r5DzI(hT`>z@$<bm1K|YSvqPF>F8os0f>2b>r?|px@%B<cw`xcjP`gtc}bBg
z)4k=S!Dpt)2T!vy%;lt7>;(t%{i}VI08@OESsm4!>=o={c#}iTis-<Rb3Nd#kt$x&
z6UMvqOmeJl&l{k0f?Cqn=k2MPhH0vN&(P&gQwn^D2FIYDM8JsIl&HHV=m8|Fx_&09
z<?Vh>&zK-qSW-}Jwq2$sZJzM8vha++Xk_{~ECUkIsx)ALZeUia?N{%EI+3ZUNaKK*
z?7VKl`?Xd2ZX_ogGckbP0)0FN)|*-ba}2r8nj-IojOrf?plmqrF?w>5x2R}W4BkkS
z%*?i_UexN_Na=dpLwxusfb<=}!|;QXv-^ihNCOGs8eU-uj83=5d5>voWsK`9EmI#q
z^g-|AzWI|0qAx$9ZcO!B-{Y$OU>Op}!(e0lQlEmR4<FxSnS`Iniyl*&k6)gTUr9>h
zKv>ls2SxYD7T&Ei7#grW9)g6v;i-R*-kNWMg3K(`27gOh`&eb?XN&DouLLT*k0EYj
zE_rZVTj>4X0x(W+gm#0@NzJXQBn*DEp3hPmHalJw{)+vsD9m`5sIEu$ET0JXli8Il
z`?Wq|jXl(FH~-a!TeFb;nl*ARGAdbxcaH4#G^<%Sn;g-Rrf|03`j@4u#O8I*DQa#O
zxo@}RUtg|8V(_}@r89zi?|T<#2SduBcjccIMO&^%STF3L*K`0=8pGUr8+hgvnnlX%
zaS(Y99S4>xQ5zFWwcC_j6C1fF+u(IP>SvMP?C{us69IIF?3GHH>Zre!;MKn6bW-G&
zk$XqPJX4@M5+s8Eu6nkxc<0=04p_M5*|ZZmyMse~)Z(K0sM70UYPa&B!zy8Rqhq^L
zcC&F{?__PyHu2`fIh8GuXMj5yH%&hq>)Mg@2N(3+-)*}$Adpl}`CCrJxcaNzR@b~E
z>@8pR^_LGf(}kBE;SD&zYm^S<YgeL?hiJ}UA4+u(Kilc`7l@u8jo=@Vacnn^Y-FR4
z@j}Ram!>tw3oJ4n-=f*}$wex@$Uq3t8>UV8AxFgPi5#A*1}9Sq7uJiITX<;?fE&s?
z+ucVK9i*Zs50d#Nb{_}Et;Q3+3gd?#RdU}We`4rnq_g@^DpHa2xmFg@*99y0)|W6|
z0nBHV<x-pFeU)Uvr%zkZ-xBj4ig|tI6u3Tk_?M31I$ZLBec!&+aq-H00c2sP#u_+Y
z-P*R&+r}v4hj?&;lWv|2wQ0N}(Y884e)}E|`@wn4@l1=eY%!#7aSi99`&s27%%O-I
z2;eNZrKu&K6Rn6BCd23Z`iB8|sqr0rQ+W=M@T@TEMCa2{;LX#p`yt^|gDkSAs28UK
zY1<seQ?a;H^cSMwC(+D%r^(OHvhEXYxRPw@y!(zm!`wVym^v+Z@uKMYdG@Qa5OQM9
z-!T=q^UV8xXc!WY^rAJ1U0k-&DDa|No`V-cyzq=9cJ*TD`Ax}(#32taC!VwW?7r(9
zIGnusn?=7h0bBg*_U{E8Gtu%H$>+31+;9BG`qbbQEcw-r{7t1q8k$!=lY*DKxT^xa
z{CO*>H+NT$pX1u!>>Ldf7uQ{#;&99T@2GcA&TQZGpW$#{n7`Z;>6S}s&LN||rkFoA
zoZV04jOFH@lhwMu+@<*Nefg&W`OdX{V55HH;Og2)>VFry^~WgC`#gU1$Ec)Ol~dlk
zHt>r!>GtrduPq$?PlANc*WXD@HvwM|o0r!n9^0pVgNti}no?xNJ?`Y%`Ut-)5XFb%
z|M|(sn>S%!*^_UvT-!-!$s4!0>zCej>mFWTK4-U7q@Zo!Huj?E>N&r@@y~}Gtne?m
z@0#k=#<vIHUn9Q&eEc-<KRWmIZ7YBfKnG6_03aHK!xQbD3LLBITn~Fa1ZI5PKKdsb
z2Y$izVLa3Y82;$r<F5Zj|90>Cc-;P%{(agVGV|pEhYSt-ANu!yWe98khDZNm2s=8v
zx_f$G_5BMT{WnASm;QYXk2Vo5eOUcV|K8f(*}aBGm#7Xas6Usp{`FpDf52w;>-RFi
zzxPMK??e7C{u|=^PS&z@S`htPzrXh1gBSiszyI6+Y_8}3cmK^3{_)?MHuFF5>wV6W
z^1m3!|Fi!CWTXFLAphn6HT?QN{r@)u`TfVwzx4ad-&Z&Q0hsAu45Z~)ec|9W{HmF!
z-cU3g_YVU(ngmyhWzuLY8BgW;hk?u#w42D&Xeyh|mGnNaXR|J!F?@jt2QzCL?&TG!
zhvutKG*`}+>lSO~{|!MlIseh`=U-a?fgoFtCQBdBRy~+(tzB;O*qq4MYODLu<$rSU
zVe$|BiX?!rOc@c{=>1bys@L$i04qT6I^NfHMTn18`Op4@8XyP=#eev}$3G#qYJmqn
z`AHhI`uF~1gEDaXI{um@f9mHjuj}vnu>^33M*3O1cxhQgC3x^AUNflA0@Cbhng1RC
zf}5FT|BAmU0bg-bF8C$KGcf7Pzv`!kq5m)Vcog5)dHfH9dL92aJnya<)Rz(7)60MM
zCtJ$w+ke5w|1hY3;;+JYdU5&NfP?u`%*JPTDF?J93$#4thbtlIR^Y+c@z3>sXl(k2
zK^+Z3%U#Ex(qbru$3XLK`St$fPyCrEz5b5>9|m;>_jml8EB=B|AN<$&+blLY{`dH6
zx7XV!36S$YoN5>9fh4jY4m~PK+nUT0aap}Iq}ZKF&4eBjcZ!Zva8TzwoR(ezy{)yI
zEV$Rz`f0h{`*3x-tL@9jzHrD*cWri0wwR>*O(mAV$Q^94*3HSHF+A4RGMA69d%Avo
zSsRSIdB3;&>|}4Y+G?ivnLX9#&B+({U-h~{=&Vi1b^Cj9xIjJPH6$Ue;~L*bri!&N
zsQBJmI82piJ%ZZUaXpgmam9KRlkXU)K!N2o2_yf1A4V2`Y6%FS0KC92{b%X+*U;G#
zEdT#JbRKKR|95ct|J<~rF^OaUfXn}frd^rX{};IYchi16JpXso!ev5;srdfYv?)qF
z4MjAuv?8hl71u>0#U%glragy@N0v@x3Kq7<n|W~E6A-W6?jHA^d5tST+`ocq8g5~W
z)J0hCX?pJ?%I|06hx3Wiz4J8Te|)d4#bmw;-5d6Z!?$L!DFIuSU~K$X)4DtHx4BDp
z`kqwHPD+4Qd;c`;b<wO3mR}9%$1k{Sj-uJM3bZ>Kw<ohQ?N_JhOCFBoE5)(g>ulbi
ztuUzeB?`O-m+SvkG%w6ISMTXd{8cnh%wGG+Y>r0rTfOe?IN7}}nio3HZiF5zfY@jL
zQ#7mIXD2OfB*sZ{k{6%9EEAN&UxoCY{+wK!nR)f9?e`TC&)-E83gjB2LVgge_)pOk
zvXMRXSC0DaS%F!PuJi|Ppg3|kY-95B+T&t*7}DW!HwG3q;wdK7HzUMXD>f5lf9@5-
zrLK6k(8{y{s%TZN%B>V_@x^&*b?M6Nv>hkPQYI6fRL*ou-~H`O>nPrxEc*<noovUl
z%AFk7*8QDaj}hM8JfF`7yZQdNGq`OnKJV|oP=>za#zfFM?-ioBs`iTF#Siw1(W-p=
zC25+Hj-@-6vHK6(i17Y1>8?lL^`^M>Z)zSuM92KEjW07FJ3gr_lT6tE>+cf(j}xPT
zD>Cu=#EX#^)Fc77{SRt>Ose<Y`!06U!MFc8F>2)J_YY8XOG7(<sQEv|H+J{%;@}hY
z=|3lif(7`LSNm6ZbZPkCCx&fX1VrRq|BW?r`0o=#AEuhX;|Egj!<1+}k`c|qD9lDg
zQQx|z=J&tZPrQiB*cuyea;(OaWmtgsH}gX21pKoEuMZ4`7l<YneWAIkc|A75iiOfJ
z!swTdvpIuRM*Jp4&bUo{I=y?yl`jAM2DjWFZmZ4nS6~)PmpiQ#C@TJk-O4wuXo!F&
zVk^M9>xreI_gFM6e0K(;6eI^{!z1TZWI$s}DF)}Jq$Tb&La!&5RwGTadP{K|2uu`#
z_Nc)Ue_E#X=9W(Ema^GK`F3e46eCGDE=;9KK)+!ppVqd0B{-NfKos+59b{IX!O>ri
zHZ7i7v6zI7TriAf?y+25;Tj$oybvJ4G$j!O9@3bGK^as&-XiF$Pog9xo3o0f`^jM~
z#HGG4qeQ>tZG++n`3{e+c|c_r^F4lSBMz2t8V@{-U%MH9;}&W&k=ETG3OVc^*_6CZ
z=42ly$B-I^3*}?s)k)S-)kusVp~fV7>IV`$%COvVoJO`C3BDK8@)@7bcwDv!O&=-o
zBMoytD7DM;xjpz;h^c~IF@Fj(zWbtS#Y{W47l`L59Kuq?!ymR<q%3W!sq_I*oXmyq
zMD720R)&NZHmhCyU;^(RFLGfw@AOoas#J8v-dO`YMwnMY;MiALg3-6GtjNg-Gy)6j
zNxPJl^g3%6x9XzFvc`^dKR9U${Rp?EGt8v}iHpLO$=IOQN3ySpZ`3x&fsk&kD{qf)
zDOQXW<B@<c;&lM|tRVMRy{C|J$=-DHgW3}KuwwJ9IV8T7$bV8Bd_1A0*h9n!6*63A
zvBt;seT}Fd>ZVY$z0>)j?hw@2lGTS5e&;3tD4e&3$G|}T95aB8E948Y+slBascL}3
z(hLGuV~bV3!Q70t8JNU}inj&VQ>v=ndOB4D%==_u$}Z5zMN$tpzN4ki_D+ab<eB&6
z!VaSUy~EqQrFqB0Ji(DXwDu&~ep*00F`NJNH$@vYmBBP>pkHgCE&BsaGV$uQ(@peE
zGG99_L-(`oEC-!|wN@-Te6jY??eo2CTs<3~O~UvXB`G!^L?UoGtz{NFnxgozx-^ZH
z^FA$^#9B<at;DSZI=e8+j*}likklN@G}+#pcQ;P*Qf<QyCX~z}Bx81&&sHT12expx
zaXv)|{7tI>KYYQl0zETL$(JVI-Sy<XQpT;nXl2Ple?9ZD+a&(o*p_k}6GnnFhz47h
zgFkZWvX+ZP{$l74*C{~&Q}|gzUD5qDXgHp$%n0D7L0{)OIsN|OaDuL<9NpfX&_{Tz
zqPO>Ydl!%nnB$KGwR%0qM@UZ@0Uf@oH#GOKeM<Bon?Bn%rT6JC=|zL#Y96RuDi$Tc
zzG)#Z4;IOAmGqRz8XmFIJa|*Lf$A-!=uUyDm~fRI^Asf!g#<-m+Sm;BsFn@B8a#r9
zEu27IV3R&t0wT~FM-vdt?ht_)GCf8lf#Qp~9#)L09L4An3EFdB2q{}pf5lM}U`tdl
zQPRxDZv{|_A9=+T)Xh*{&+98Tx#-^j2pGai(pCy@$p}q8a8#oK>nf52#U$wb+(-pr
z`uRn?R1IKZS<I*XcxB0xB%d488;&>FtQA5ZDK-&^x7!I6NKG~&H*z!Vhl{Z>B6i<4
zQW=hS6xBQ0ZF)TkGrLvrs?HGJ#$UCjvfyS9_29k-W!Vjq$h$Y``gH_+QfCc^pFz!U
z_<b%y$pA~315(4It0)LaInm;{d0p3m4f|R+w@UG#su>iX&{PBGfoo_-#3~Z9Jm8hQ
zb%3hl0jQf7I`D*z&)f_12@?EJqKz}td*p}+s>!O*dHzP<G)w<(29C<HP;p(==d-Xi
zd%mS!%Qr1hpgwHQF-}*$fdEscTzz4xsQiFldg2}r71vXugu2ivgSEyxQbwcXKZ)Xc
z_|SxB(#SfWr<MLKGYr)D!+6H$1h<@RH7-vTY;RcP5T1StvSJ=);uSOwK{Zh+0`gva
zp^^Ba;tv_M4x)k7CPUxW^kcVc>;|1tW5Vxlq|~UG1PGZJqJKW4?z-i!L16K&?+3$q
zL%wSeE5N2AE;JQPc8}uC{JkSY!M3)F`3YA9S}0nYde6!tL)W;8MWkTDg@cQW(S&hm
z$|&ROT$eJo=hD=-Vs=~QDX+%^$dzi>=ukCH9L0hX>^*gs3KNb~{3+A#GS@D~@p69H
zg79j3nDqN~haedtz`Er2&|6AatjUzEYl1&DgX1yliV&CxPSl-He}~+6YLmr4F@9HI
z&ck6>2ul6q6#$Ds284!!EW|BMT2wuYb0o-9@rRgvl!H!U$GTaisN894mTv#F$$6@G
zxBOjvyiL8hQ8y$!KC6+tLL^msIlySXBBtQi)b3sRc4|^<6!1#ckRc+w6XzULboa;h
zJwv<k>ZUsl5uCR(7KyOnBOv;&O_<v2_t7ry-h8V9UA*1_G@EXG2L(ZTksW6My;ju{
z)54lNrDoJJYXw`t>0G6hgm<xmn|%7{gNJkzwBpUCk<W3d)DJ2UuV1JG>cbx(vF<|H
zed|zu=LeY<<VN$c{>PO8gUd<+G)ddUn3ntN9Zn(}!{w6An(rqRZ&Q{x)~nCm66Ldg
zj&HD}uln;oV#0;p3nRKrM@0ITR42D!BkbVVk8kS}s(<PAYIL6j*GK{wxtkrSw4-wK
z5#C*>ge{2ZrDu5I2XL<#fR553?WNR~yOKcvdMWU+jLTQ5CQ<3#hE*bH_p|M}+Y3D|
zC6SXhuP2I0z;E-;I@0F~Bc7U&j^6#`C1!o>t=Ap5CsxoQmrEE&O?daUteS?T3Xr${
z#$9G!aw1ZIbKJ|I`TfQ$X)Cj_W3qZgZ-xJUxxxBZ+(Sb#JKHv*_f-8)GtHGY8+C(L
zZ1A3bX#YLPbzj*}L(hL>BIYxX{^&N5jj5SMKBm+tB5LzN0@13{N5AR-lD%4Rhz#3K
z9ajAoPMs^SEo`~B4>6Bt?Njg8Dd_)v*l+#xWJ)CD+snP~JMib=Wf8XaZRBr(J;=%@
zGo|IGF(3$o10Nb3tIbPZ@=U$Vb@1pOp_T|<J5jwby)^t@<<a}mAl={GT4uim^L*e&
z2v`XJhXYHa8a{IOG3k5%4Fl5AR<7}AjYdBpnIjk{p{A1_h=M(+fSKl!kS}pVLR$z&
zxgWl-M|usB&y+!jcOfLF;KOE$@?8*oFN6w+(`KgOs6gX0IRe=+VYPzcwcHV50JBR6
z(!pqOBQY!9jetwQlgKyLEbS8Zeqi;}fGREsLm$5ULMV@aBx4qtKAruCUxB~Xyxzm~
ze`ZED^pV#VLjy^|C+q#K$097E!!b7?jU|X;Zs0x_fLjux>>pL$XCWRIrMYJ)E6M{?
zM}|i$CbdPB>jvUyfKe6E7JJ|VyXXX1s6`stL7Rlt0>N}<Sga{&nkhJ-D0X-)MusSo
zq7BN64k>R$l>_4LB0@q_!oj1GG^dd63eX+LU@SV+$Mo69%-H%gXvQ9p56hLC6=c{J
zTY4Oil|(Jhp(ajIl<m<1hT{EMIG|Vhb1V&M-!8<J4*a!E`Z<u49SC6}7Jn=G3@sTm
zg-whTbeTZL_eOxvD}a2*iPdNmT2&D#48yZboo>C*UK6OTS7Hb!TntF|l_$K`B<VX(
z+)6t%JsNmu%6U&Rxy&!FmYa|#JB6<!g<w!<(?6t25OB*bq1wY&Z`2)a8)3c>KYQ%R
z5D>%EVZ^l$8AL&3qSd6FxDDPJEVYA9c+%d$pLJu?xLEB%Op+gN#E$E_CJG`iGNKiD
zt)&-5B$ZM}Q=;;$)1Q-2X=!L(FLjUFfbDI9`^V^97`j<BbKN63Fg^LDDXGyZxOD+)
zxevT-hc^E5_U}jvT*Sq>WdplL!NRKPEpWSCT0t>3C6~~Qm54Zel63CK*lFw3SXkKT
zak%P2EVM8ic9v!FMpjNV^#dlZ!C&AeJ+*kBm-#^UOH57=0`1in^=koQDwWp_OBvO5
zSBYV4<3)EkWpHifyj9N5?Ryr*LmEfVT!~Cb8o@7W&FmhJ8E}H=F9NI865i?NsXCD+
zI6<eSf|j$*RyFe5cX9-*GmCUlU$#iM7lASUU@#)Lzl`)?QDB`u*P7RonLcNK5!!o}
zi^V)=#ul)%V_qRJ4Q**hMi|Um($*&FzN8Fk8U-DIz}T0IWC`589jM72^kf|L<Sq35
zB4jCyK|BywESd9%nwO1bkgv!sJjRHzIbru%6ox234n{&tr1#T{vUKBHhVjFriV9+&
zi%!6?80S;EjIO>y#+{tNqHqR1TK$94H%_{Ax(_FL!Oft2qHGm+TCd+Q=xI!_(S&c3
z>I-%Q_p(Z`RwpzPREDD~?^G&Jb1eCILNH)mR)lt6JC1zfgil*V`KU9MuOw}AU;X)c
zR8a?1m#-rH;Bl(CXZn)M$7ag9#}N4niB-5=JXn+R-0^2inXq5ENrZ@yB$%nb$~`b5
ze<=y$OqxmW-@p*uG@;njOxO<-9);(w9v2)hs{Wut5Ia|o2o~E`1~=1ZK{eBg>1!Bx
zaJAyfwKnCdXt)I7&!QYp(m8I@2F=2Uex)8IgvSTq;L2KTX&nQ+JYKiFw7zm&u*%IW
zs?-|)Tc^PHbNc|hThQft$`c_0fLNUo|G~LOFI|23zLLxyZS29zG3Qz~(1X53Rt*i=
zS2<8DUq$h$2jlXMoJX0T-_REcHDQDR!}<;8nV1i->t<~n9Z;Dtc+hNKXYRz!d*}^d
zpgqm>C1ucEJE%P)ZVqN`9`J717W8A^CzZ_w%1ydg4c!p*C^*|GS*DF&JkB2&RCzX9
zo43@AI%`IZM_O6P+je;xYmo_q65k?n?lSU7jNG_aR{o2iac`bHtjWD&$Bfqn=iTQN
zrF+rp5fn6D^ziUe&X-+MQ<;P}eQhz=_Pi0f;C_51nRb;f!QoDtzWQ5j+veq8#Y@K?
z3<K)VU>$i1^?ATfch*jaz<j`)k{rgu#zTG9G8(1wsE8ow{TL(FpPd(|rf#3cF|<3G
zOwXJ}&-<XBcUt9PE_VkH|1a|HGpgyg>lb_y5=cS|y<_NIigZvz?+7SWq)P{B(!tPs
zl@8K-?;WJ~-m8WtAfPBJRT=!>_kEt{oH?^**38R!o4iWa?{}?h?fu=KEj8uZrf(DX
zG2U_g=rvOkF?=O-7&jrSLVm{zulFdMQ@Y{D^Y_1e-v3asWOwamPw0jhw@kDqR4F$<
zOfv!<rI>egL!E1Vk}4_?@87_>w0rqbKS+d6IWg<_ho`0B2^x-u_(s{c=bUl8Ws;N{
zHC2G#7EE3&U;D<lUJhU+Aij6w^fsjHbBRJ5-^P6RcdHt@4b%ip<BRpGfmJ-5qaF#V
zUddyx_i`^F36A&eC62Eo7o9C3dUZ_4GEtci&&%*Q?QyRz^WK=6-*D+=N%w!rsGCC;
za`qO6m?vlK_rq1gk7b?WuUp6BJ5?nqeX*=GR|cH95GotM=8j}yFCtqS-I}|Z0H^+J
zK7f>Jr;L5p3(f*FQOdSYA(8gP9x4Pk<xtEpeohutA1<fdK@eit<eK$LGAo`%wE%``
z^E_xCLswBiXj&eOAV)_5zJxgj&RCtfADtw3JZ)aJk9DPowcU)hido0f!i|spx+aF-
z<0V<s;%|7lP-q5Bs|I|oy&ZXQ(@!btcMa-?17WtD__JAg{`xdCSi@WMqdS<6#v44=
z2b1B3k*_<dNAPR`;V`@%{m}*@Ggm+vHU5z*?rs#VXflD1%OuoqbSiharIXzC0M|a#
zbz2p_I^p>-zz7l_4}QwKPh3~|at5P1%5#iY5Diu2rl3$O*ovP1iOL+p>pbQlT%4e4
zGH5629JYsW=k{?5Cs^;s&os>BeEmd=6ZPu5B!Q{n=#0}eF*gB!O8>p1dFYno)N=yG
z6Hh@kO5KyU2z-17_(Jeu<+s}Tb+?J16Zb(kM8=avt0N1z-xqE`+S7n4s)q#W<8Sq2
zhSgVaZ#kB={VLMEZ)x6CNx#I$7bpgCyn{z=_MbW7^NKGsQ7@ARtk(7{o$S-5Y_3e#
zHaSns+42yUj>2sv-O(?IveY!3_G$5#Xgqlc=uTn<3<CT(3HF-1>UGB`FQ+s8R+JM7
zIv!GX@vNo5GbXhv6RPm=i}M}z@HD%i<W?)Ms_+WC$m&(eW~(-)dU~+h@RaHLexVl$
zOB*U<W~coY2K=hL9cWI#A13)$1r56ShMefRI85o_#AD^2pchJ<L^Uxr6){vzdYV6e
zR}F1WrpAMKVxT9~g!~R^ReU3xzhOV@D;Z}NKWJcPhY=@LBxKp<4}Nz5o!38=F>`m~
zUPs#rA8qB--VSsZ!ErLjI3!DmB{(laK28C)U9xI)iFVdvf^oa~oD5@eX(JHD)QK}&
z?|%hXXl(yE#01W4zkSN9UqDI}l~}oGFkZwVGLDb>0^jaRA>ZC@JKV`J`IzXlJE5_;
z0w{zWu3EEc9_Qk3Rsz<4L-#UU#2h47=dt3L_({%4g}mpkjt0Nd?Xj%0;ggJe`a}QJ
z?)!c5c2bXWqE!>aY_SN(=4HXh2NZZGy~2){*wu9p8o>!@zU#@ST3u~NweIRgt#Pht
zg?yjC$z&6!AMWCZv2#nht_x^ZYCp4kqos}SrVfwu+ju`b!Fsc+i8mSZ<zSpxe#pc;
zhe@pH%WcIHex?_jInmw`AJNv*WX9GCKuU77(8o{g^z(<sdYY}Bc08&lpB~^+mR2~H
z=5VY`qh@LS`z>x<3_^BpGtIv`#ytM9@)h;PT+cWvQUNN=5T^WMuW97P(?~zHL>?xv
zbIFM%6RDWh{=h<=>d{wk(=S*Cu(1-s_x(_zscB9Iu=RDr=jvqw<MC}Ptgrqg_x$KX
zT?cvCDjpiw`Zct&hoO&pB**0OauSV%;~#Ou%{kvI-DBQ)=}7-P%UQg@o^Y8@Gsip6
z@uBSW_a)aK{v#u?Xg{ogy(JCu@apzTE?yO2UwAI4cghAYpqe6xzYg>ZDOtInOYi)i
zl&j!YJGBJZx0~@)b~%P`yAk{3Ax0qcbwjxTNl_ht?p-^o#*FW6wf}qL5t0k{^^d?j
z3tBr}j$R}9JzbpsJq{&4_j_ve>U;XVUjTk%aU6iwCnu};_%7YG^sc<RGWQb<Gw*%6
zV%gl|x#Vl$4KK?143Pphe3a$&PZ3W(|Cx?jp0>&Ke=@EP*MBA9N1#UY@e4MKv)DA=
z=8rT=#Gl)CE&h+I8}Hu@-;=#yPFsu>aD1g9!2RcYj&YM3p`W6D*T+)QK}D9Qzdx@y
zFWzcyR>O9tLwcvx1ONG4&FTv5EGy0eIQ;|by_Jt{{4j>KF>vv_VfQ^@=PmA;ZXE3P
z>)$WjJc^AG*eaTX>-h&@sI&y&-!njX!gT+3ROlF^A|<3blaoNqIggnNREi#!yelhz
zE16auS`p7tbJqh6g)>stb#`?z!CS&uv$}`61Jk>i`|cc-7LLr}g$gD~)|n>B(!~#n
z%0X+*tdBodV70)xH|wMYPqDt!{vgFUXS{@6i~W|C#<xdv{&G-ickZ@~d43TYh;~It
z@Z|BuK9>#O;^Q$Nsbi|5W2Amj*(?hUGodHhqvlVfh7oOR-KR$77Zs*8CN(}S3dET*
zz$1ljCP)Wid*Tp7y$&Xa`ho=t2sG-)S!HQ(D5Ia-yrxoBh2ILx(`9PO04ZN=(p@N}
z%mCbNp7M-J6`U|qGgig6CZjQ&WDt$w4JnxcL0kI}sitvf9Gr4zKOP&Tw9IgeKa&Ed
z{&}+AP;O4TV$ZV&g{dhrG|JBCLE`!NTDZ=O5wKw<#NOF+(r%Qcqw>}DSd|06gF`Gs
z|F5JVY1_D7FW%G_Q7kn&!wvKKy#;QDWPHSKOX}fG#9v=1K+9D9Uyr=|DBv&4doFT7
z>K6l}w7S1UTy^sBt)ccfk5nKr;|yP>>Ze(&x8BExpK_Tw1#>mfl+;=)S}$NThQd_D
z`8}Z|-dIK;wh+B_ABbklq!Xar9qraBxgRaFv{GUwNPA0KOB%ytiUi=YbC#}!hbAj(
zd2$Fpr6lBrg2&kSR*<p@5?>V4Ooe|a%*9L6npmWS*r&^2fdH4dFxf~drgT<Xr{dH%
zF(xu;!rl1+8Sj|iz5otc6iosiVGFV(>*QasrZ*$x1GH?i%}ubx!cjnc3ft7ax7Obe
z?`3-4UyBB1W*`V9shNk^LkkJw7t%oqW@8*h(TwQi<jC~H@>bfP){iy&kZAVeg-Gin
zS`*IC<yDdKSSYQ??^wx6<W2w_uO&uVUeK|(1y;97%c5p+cE;!WPGRN#ni;qRH+EL3
zMnx50?Okdl#jM>VbdnrUnKv+}T!X*JdgRa!y?vnfS@IV~2KexMR_3X~-LIW~NT^^h
z4Zl{8RvFxr?&KdHd6@#o0nVYLhoOWoogY$K(ejUSV_{rI@W<^rCxy<B&!$l=sVH7P
z3&j#nbx75ZIaQI9AM+Y^u0KYpJ`arhYg$$PTr%`H5pv+T3B2#X82<a`s&z@#uQkJa
zGf}O;l*w@;`(=moP0xL`?8Ulh3Xv9XockA;V2W<2L1(G=#!RQ6$z4TQ;r`{)(qR5}
z^Rim?<)<u<snU|SrMcS+?-2W!hovRe-U_F$iSx0$b33n&8<!n@7=~c)u1`A8zxZsi
zdNBI<NIdI?FTH20x%qDU)<|jY<Qts|XyR7))$gC`Oh)ED9VfBB&oN;+ET1}iay_5Z
ziW<YdZ?}B?b6pOMR2@F3Fph{l-LJX*v)1Dnjaa3|)%E=rboT8l8mfu}9G^?xC=~&7
zNwPs~ioIZgDN0I{UIUAK^f2G4mw81lR6(z+R=ZzalCq~aD+wUjG(`<$&cn01kZ?*r
zz=;r`{7t~0Pd~}w*~LePAEr34Zqwr_(y5L0XEx4{6n#(GI+fi>^gW}&x5x_D=el6w
zis})ZC=<MbPa`c^DZZM~)~Y)gt@u;{`Q2#S=mOfKVxU0#ER7f+hW319xb&ol(W7vP
zuzPM;n%cz<3(w+Jl2g2l`1b^LAH3cG(p5J20a0Sw1apmeDXp?H2s?P8kX_-h4(K&U
z^jMEDTyb<v$1zcZ*2NqfH&<GB?R!eJ011rIlR)AH?0G9*F<(>TeXBehaObm-cWV~4
z2!gZp89cQL!=ku1kP2mOgM8u)>nb~kiS${#5>cB6r11%M7PPq7qQj$8?(JvqPNPdC
z_m!r-*UqvpCQ2Tik52nvo#g=VOHnw=GlA4Ua-nLa(iCGeq2fRC5HY2)Y|68d20!vC
zCrjl;Y@<;BiOYcgT3CO(dd2^A_26`Wb1Xs3fWHXZzt8Zf$6;ydOsv4<>`0dM{1C>R
z1j;mWmf}hPeL<R7RYGkUMMHyh(_L3Dgc2VHZ*AzNLk*0^wGRc;jx~@nhqbhphH+NR
zB+PeHMFw_9tncncicf~Z_QX>U>A>p+lsNA`!8g0Jc9*w*eTqZtc`BUJ1y}*@QOTst
zP)iZw(FlMN&5^9|flrGnX*J8;PF+Jvw3i%Gy#z8&sBujVxh4ywoasz+)r$wXpP+?N
z=P-p(286!ffpfhzFBw&6jG>~|ff55R(1@KMoKmUJFO;kSpDgCbi>hBDUTx%V$tM>$
zu$GhBAB`EiMW0Gv0a+U?kH+Xct$?P?NZ3`Lg<a$6eQgy#IUxy{)GRGg2cwg&9oGG}
z&fo=>VoWtZ*fb{LrRr7I77@(p0JEkT5Ya3fC5*J%wu_y7NHgFlynU~2QzXQR&v`45
zfB+{rdSqbjty2Gt+;6?icpDq#ni)ql7pauHaf8+3uMnxKSIV?*?~mx#KK?vs%qOV_
zEc6pb&F~Adg-)3ezz6Dz0SH>pl0K!@<brJ9^wI@5!3F<_iP0y$b0cQBtlk14z6BZu
z1AGPq6Wqg~X+bo2&KQ|gB0*Vf2DqnG0JyT%DA24|U@gSbkBuRSi5vT=TMrc(JxcV(
zljxS8hJ6&Hy{9*_!$d23$@HYk5M|+}5XiKaRJ3Kz;wA$X+fDO5Ij6~>OOnQWY5zz&
z&&))=Pb(|rwT*JDXY96?o$-=V#&bX6onEi?6+L!te-_ev8IDu+n0#!xvbfy%VCh4N
zkC^;}VinM5`eI919z$uG2~0zwlzh%wMmt7nE4#9J4OeYUQRy?I_SzV3b>)KXQH4=#
zyWP|2OWW|5#1G5uaRyj})02C2T!2~A---3*-RRfD2?Af*L0>nBR@gTJPC3S6KL}e?
z*J~)dah4vi?xrPErh^<G&{)*=VuQh|eS}OVr-x}WBl8X&rh}Z0496J)UyFa1XDZze
z;ALXv)q~?D5@9&JYq~bUe_G?%KtfNyGGWD9OGmI-qV6Ky+Ut?kR3ewB$YU0)`YI-K
zO6wsed=koXN>S?+5DRZcQU<fv5Hg?gzC!k}k9&U45+FLw(VO8Mq*IMcQZ<6pm!E;Z
zsDE`JxPB61;jRzg&_7uFs)>4#@tE23Mg4cWtBCa`@M_Wr@TH&Ysw)<{xu&!?W*q1f
z*A~$vBVyFJVEzdpWX@=E#BBCjYYH=(w87P!{v{MY3Sn{H*S;!R7*h<PVRs~e<a0%|
zur-I3dp$+jW3FtV6aJexLlTEl-G!`9o&22aYNMVNso1h#YfE$Sw&w7kyu3X{S>|@g
zvI^Ghp0%ld?1d&o8k4VlFM8dbd#J6Bz#g^Y{;l*lO`C<bxC+<#73tFWT;WoY<Rk|g
z>+$6*VK6cfI}sdswWD&I2n@zTBC(Lix&){nVwW%YfI`%Iz2dd`j6_8^<S039v}W(t
zAqq@WOFfO}p1awj0pX{W(l&BKJG?v&<zS{H4DjT`^)%rM7K8t&eo*z?Aqb1*A{QZ>
z1|-giCx$Cdxmbn+>8ZCvWMPcT9~7h(Oh1Q;sfG~FQw}g_&4e3IFohb*1c0HvSe(12
zR7Xs~V1S}ahEF<_I6jDnAkT#I0;nO&4id>Y6^*jDzyh%b6VYRC{j)`ptZ9QxJtvGt
z-r%>+k7g7egH+{SGc$vvnIFkneoMxVVunf1)DW8TB=_8%;b9Tk6=idj-i*ZpsiPB?
z;%Dg{+Z*iSkYegl{EU@}V&Rt2Nk?%rv-FESA5~aXw%1wKfoh5PG6(zdiL_G@NfE=)
z(A2-qa4VJ%gY2py)fA6sO8z;+ZCwLu5p2G0dbrwD|2o5|Sf9us6ZxSdn0nT+*;wx%
z1<bRh42mH$nrQ4ocC|8PUHILUd!J95%RLS~<@t;?!Th0~XNkTEJ(*WON>C@oDsp)<
za|ibKDe%j+QpcWMMz|H5xa{AjMh_Po{4CeI{YifLNxvkLI=@68zd~<VoZZ}M|J4Fh
zg~9UJQm_TuTaE=L#x=jxzV@>^8)L=8t+ANUsr}LuztRMf8C%FNkAo>VGNBmPYZ9)a
zps7Ww9%C;L8T_i(IUy_I=14EG?6XY6ud>$VoYw@$H&jBIfb&E%v+ci{I2MyM!^5#g
ziP>@J*&WWe;p-o+baI~WMcwzfRD3XoQ~6%4+U3X#xcLRIZ9JyhtwSl`-8WGC{A9KJ
zJ2BlOa!|)QevM~<7}I|97^sx4#(VjC(9bIs0cL0L*;g^nj~MOntEllmx9i7{N7CQm
z*P<hIBwm(b3bE8{1C>Is>;mVNarA3%gV~}V|E#lt3KiCdiumRc%4$e+p7y+99^WF)
zq(nN=rg`BKZ4>2O4Dw|YN0>A#%74PhFy;aX9s$6_!xzISg8KL{)jJF8azs)6&cd45
zWtF%b)rhT6DpB3ze118mH&vg~GO>5x=W^VHpdoEo^^-v6<%G3*L&oyNC*h9ENvGI`
ztbNse@%76o&#8vLUA;%wm(ys1##|h=18JJ8nQ-;Se2U2fd5Npp_}IomHnqPN)?C_D
zW3kBOp}No2d@ey#se;;Pt<0;1QuU^C-O0~79aoFBu}zg$YDWg^S4*u^P1PQgM@H9I
z%RL0mwP9+<W;E9;BkIldsezNnmJ-*iGqKH$C2A+O&#%{3rka~uCQlrFuGcXHEv>_9
zUtBV;HxATW+LtH4xOZG{p2oIx?yG(EUcdfuG1bz2KKa%E`uZb)u(bzA{WOr~1_OQ4
z+D9>U8Y*$Kg@|h%U{n7V`TS;^a=LX$Wa?Y2&&>{!ux&&^{d;2O%`Pq>_@A&5=igZC
z-)l(`NaQZXd-eZQulFPAe{N}afk8I_8n6Tu{f}7s-?feZIc=P1h>$c=6)q|^f*}mE
zEB`C_mnBHgL{320{l1%=iC(bfKVoU4aL??V@zmndKU8f3;oQgf5*s`Jq>U51FdvbJ
z|A?i{$Cxia?zD}Y-@(65ZeVw5T@xYn+$q&R!9P`K0SEU&(Op`X?B1ikk-Dg%IApRM
zSU5o?K+{;O+^{TBDfC$dDzKEHoOC>sULyoL+OS`du!Y@q+Jjq)Wok^UYS<bS1~58e
zG(g1n6iip>@lc(h<3OQRv&ElkZEJ^8^Gzi5FbPdn&lR5EZU#^$=w!foEpV1D49-(S
z%wF9E|41oNf!*$|qyxPab-Xk|Oz(Ma2Ax;HSZ&bSW8HeI%8&vVosMVs;%22DS71}M
z;M$r*UI(BgsE0qV6W*1}X<UtCH|f|h^xYaFrvyS5&Up{7Am8?}VzBNdczlT3naZ>K
z$VMj`?3Wo}^-<l(=zKH&Y*v)Mv(v|O-y_w3IPmwy`Ninqn;5ST1Z2PV*f65kdGec*
zVGvPF;0oyo!3%jmiYF8Zc~W|fbN<pT0fNA@OwGeytN=|R`{b=qcIx>pk!UjPI2@FI
zPe=sElIKL^+>BF(=I^3{0Be935D+6wu7n#qJ9EcZ#{=ln)UoAl_?RQ)b*OL?dq}a&
zgAciJNQIu7S?{G)nOv&yliHKzi?KvfeNtpg<S5b6oEl*Xxu4<6AWb<SyPJicgONhr
zL6DU&RNc!d?+9Y~m$~ukX2rbd-_{GzeLkY10!R7J9EPtQA(Q|gdFCzA2EWVcf}G~^
zkwUs?Z@Tb3X3@E_SMsDK6`h|V5qbFp+k3?u7%{D!3iq|6`fd=IJ2l9&E;)a_aMilr
zNuYwKvH*nW(^0o=*i%&bUB*+hK|Ci{2Ho<GDPpSP2yfeO&bZG2DQ&|~3Z<5Qm28Mc
zfbbC-sHY$y4M0Gm#IrC03M?95zCK=!+}&G=b2zR^^cnvHd)Y0Qj4Bo&Ze{N%5@B#m
zz*?~3#EsPG3Bu=iXz~DC6gQ}0lA{jrRE%LE9ykd)PHcdP$DQ_22=C^?N4Yz=)zkB&
zRl<wqHSN?gnSO>>RVU5xxlMwS9Nd+uR&*v+3*-HS=OL<HN)&lBow$06Lcf0qnH|lo
zC~}&dhERMFm?On?%z4+$MnxEi)k^SSXEHbJW*tiKmgxryIE8j1&oOqpQNkDAnAFD@
z@6I>~7<TpyV9_uMgGfka9Y+Xcfj`h|nS%Gj>riCfcm>}W&BT~yoHp>@zc2?$gL3Yb
z^kH#Bjd3Au??VIdJK4;5q`BR;J8qE@ch}4ZdU1{IBPJ@}J!I=R&iHSbWu~)!FnKau
zaUngwb^oGTF}`$T>n{I!<gV(nv}RT!wodnoC|x4uq*|m(*%}QyH=pJOBeM+BSON~}
z=m7{hlzQ|N#At`k1MG0b6jhvdeEbqt4pF62C;A0-^bk~bB?9-)lOQIH)UKj+91f|I
zMu^ruMtQd~*c!+asu{3x1L;?gR5z}~VvxuR55I4L2@{JB1z1P{X+t$3s_ghg_uOP%
zSoj%_uIVUOdu8At7T<_8Q^s8O<PVfVc7tzau_-C#-H&-m5TzOnMN-kyl|;1if_cE?
z@Nk8-9pB;737~OlC1v2tBHe}=3pScwEb05-Y3S_bqSRqZhWc963CEkvTWL^F;FtLN
zi>1`8(qV(ZL97wIIh~u8aF9iOa*q=Omo-Al;<J-v4XHT|)Avd>dg-Ler`Ts}sl%Mo
zebK+t@^R{{2hGLjDGd7M9!$gV@LHWR<+482d<c&hg+mO#KPY(-t~99mh|!o#5L>i&
z_M!Y~9k2L2o3ua=93L;~ogLMdqFGr)D;V@&saZDw$=%8QKSjO&&+{efHc8SDsrwY{
z{7D{v=L7zkFL4#(T2b6PxcE)L$;8J+?fxHM$(8s`;@da)asN)+Y7!>pq2bwgIQd=L
zR*O78A6apSlQ%ZKuC8hRXTC(PHLv#l-}!*J-lYDKzectG*xLzt+vSy&S@qS;^^cgS
z`NTzb1cZd^&R04j6S7|ZNP*xrJGuC5wYT;A&x@Tud^EM&z#M0C?5bQRh71s#hTcR}
z6ki4l{{4^5h9XODj;WxcXQ7~3f7IQx5=+TpBa0u)XD&_!I|@`xVa62<LIU;+Z;3)J
z;B?}_tZ3>-GWwo2sxs4siOh(1ob#plrOf=qPo2n)?%_V`cNA2ft;iuN^k)!~P_A5e
zl3!JyJ3Q)BZlkmA+@y&q26eufx#9%02I+K%$6fLq@1It8cs^mxR<-9hC+<S>rKq-@
z-5-zs`6aM!wZZ0jF0RUAQQi~NsS@)FW&9Osnde-TG%1r3WDY&5HXJ><H11z_GW~bR
zOza$Nc4ve*h8M>Q4)mXJ#R}4Qb%@3x|9D3WW|QN`kv01mPg}QhK^KWW#4aLpBXK{k
z9zEVQB8}Oghm^pfFCpei{?{z*3UBge5dDf1gNa5cEC4z;kg~ZK$>RM|<aX+H8LD^!
z%hoV$E5guTG{R^qron(S10tIm!M@}f5}A1LTFRGf(gSYu9VS%}BdZ*+b1&b4kC}}S
zyHQFLNY3$60TZE+huHTb-QocFLtmmc)HsTX6|S7=*q7c37^0pVQ0}EU-Pg1<l0oQX
zbMSC7VG^BxiS56Z@V3b0pvQi2kh&ART9Tt33pUdgNJ%V;>gjAdD3TV=_=MoE*H`uf
z7D<6~($p{6i0mBOVFB4XaLcl^Y-KQrsjC!LRnwkP8Ur^31Y+~!X%IpXc!(fuibA>Z
z8bPQEcij*pO;n{!t!++RYT;S|QK5K3Wz7~#R3d9v;PpwXks;s~8$@hBgU08BB4?q5
z@qi$Fe8pO6$hRy|pV)D?N?_-YIWBY;F;W8ye@si$u@xVy@Gw~pkZ#9Hx>0r{7%7k^
zg@4$3{bl4zy_S#lN9}s`2u)Hn08C_6_XV37fy2N65AqxxCJ{se;>Pq)fnZ4Z)qo6H
zX}`-jD^BwEfDw5@T}q~&WXybl0bCAG7*Iuuhmdp$05e8@M}t>%0^BC;P5IpL^|<nT
z08qD>WH?`EbhVI0$FHVY0}YAbX3ek1EdqSVSsvoum^0K`IHvuG><4LKrW_f-f8<Tb
z2em$M#yx&O(Gwif>;eThr7M<lt{uH43K>(^!e~VG?F3vG^{m;Ej}#zAOF`;HV%{|@
zc_f;a{AlX1oOpJ(Y1R7#j_t$i56-avqNY%?^GpK*g&tSaAZZTph5<B+aj6jEw8sPB
zSQY#B<Pcr^-?U!X52T3CDe{;<M*+wN3(?*EF>%DqP&%5P<+g7LD9zJM?1&@}p)0k1
zKZSr97U~1IKQhw%X<Eh*!c^krjU!A5g8{Ob28qrf{kWK6pgHnhqS04g<j=6NRVeZB
z)=b@iHVn6o?t(wnp7=N;Om7M`08B%*JdV&&lH|Z<#sxk~l8r#jjV_l0)QQ@Z#_Txv
z^l@A;5mEf-Y*Hi40LPbNd_&g)c4|N?*Y+)AR6x)g<SkzrlBdsrOv>yw5+EC=7Z?l?
zSb!y<0#--)NkN|ju`7QmlIti!t6U-UMR^KzoIszqPlI=hw;l=*X}U9sCD9r25i>jr
zz|O7QWk%HY2##qHgJvS>guMFUAOy_aR-4h2J@R_wFzLxk(b0^kBB_P|2WKsc3-2J|
zchON)%gv}#5>=#{nQ4?9^x2t?jUubyyw?Jr{PuA!T2^b=Q%S>&6Jin++*N>mK`TS=
zFWko?ct3OV&Xj3d8Ku7u%xrl&aQe%0f?wV=Z=TPR?z<I|ogJAHyN&`zL!OY{96?@_
z++(R6h3I5Juzr@8jNm1bCJ_k6-JV^u5W^1@BqW~%Do!NH<e_FwW<m(21rJDAnM*^s
zzeA~Wd%z}`smC*kxbD61PevNt7MGlQ$cFWcPOpN%?Y=M>L>U(&3})dnUirb6llKsP
zFAh5NJT}P$Uwkc?k~A0indyj3el#($vnMFHQtBgRzcv?o9_rh~AhFI4ix3t}dWI?$
z*!~ro-5yw|hRFu=MnDkIB|CVfG#;goeyAQPqpg~<X@%2@Q}J1aJM@!a_Cl~LaU#o;
zWGvZ-m%(ph!y62s*^3{_A*1qcp#&uKCORrbX|W_QsX>UtAzE`~iM(nfyuxe;pqQ2K
zQX+tRh^2C6AoKfKWB1@K+_hw8Z5{r(^hNHW`((rmHmCV^r+6NY7WpRjUtFz=behBY
z2+5Nxi!S-^<y<}DqF6i9H4c2$>_}hmI(eSZi|8P@EC0fkt#me2tbp7IVS=wU6D&r`
zN%F<6S<Fp0;YqC%k#J>FmgUyq=V)o~7h8JIR<vS_FcG>4+K^vHt(|`oWXy_iAyg#2
z^<PI{Jt$b8)DEAIcWVkH&6D0`<q{oLUvZEN*f-&u9_UwV{r-7PW1IR-pHc<7epR|6
zM6|p)l|6+6{uE}+jlPJLlXoRyHk{x#2KGC}f^2@HCA4QK6P;=wsJGMZ@QRd%s}nTj
zK5kV_uiJh7LQmlSt*q}Sp-j;1s%u_amx{(dK`l%I+l@5ghD7F7<-9)o8SUnbW#Y<3
z<&M)HhwN{RnEmQN)lgn`s?+?H7sFD%bz^F;1caQcX!<GYr(ogl7dkol%gl8@$+3}3
zO|0vw(=R}+Z2X&UJXcJx;%3rD{5~PX`h<pF3ra)k)yrM-H(wv&W(W0l>WWCcm+BWL
zd00P%8h;Lt%a;A#sd3k<2pG%5G_&ohM$k_Ol=AKsR=k@83oU1ETUvZACY&PfvGroU
zWi7~M?|@lH<!`wo8wa1Lo|5jI!^9OZ)VsJlo-)l1W%zOv4JIcqHMTzFS)=>N#1qfd
z8{h9wxwfaGZrwh(Yz?>e95=?rLTbk|aLH0V$=d0oIlUPV)fK>f(*#dnzIw4q^#K&?
zb^Lue+YmS7rS-dav`+F*HVKf5MU0;uzqA*u-%ZkAHaE|>k=MKLsn5I~YKtHBFkm>K
zvZ`hLGqEen*F7jXEZ3`)ZE5f{uultF%&z$G*L%CXvxUpopT=z<b4-raEn`2()Q$HR
zJZAQBW4Y^pAM0%DQl7nj33D>ecHv5sL{i2BPN)K$O}XihVwc5t-yu9}j7=Bw^}J7<
zCqu#&_I`aG4BTZ93^?S?Kb<nh`sR`SGn-eU!%M+WsK|v-0dl?Uyxk1W7<LpXewAVI
ztf|2BBb(~&*8Urh7Bk;ah_C`I>`u!Og)CFx<;tUODWutoG~I??R5e0z!d0+Jyhp-b
zY0kWQBqs*6dPAV#KG+nfTN}{S49TU?3^p+kCPRnK1O|Ky9M%oY!1jNN4hAi2-?I+<
zRw4{!a}Nvkf4c;rNq(a@qi`)0z;LdXGQ`j|Ow2I?CRhRLD4@mDAoU`qR(dRk0F|b1
zVzQo(`b2!y6+@ZWJdt{y&BPFUU2Fe~P}LS+Ee(0%M(h|_J=R$drlDXLKnNYmrpVG`
zhs{-+9b(yH7iR6_G2=o&;^ZJ|_GMYuFfG*AGr-v-BF*!~8*Bg7A>!Ipuwa^R-iSYY
z82#-t4S(NdY^>7=qW}>o(i_{F)a<~4u_U7M+|q9aoP3VsV5T>N133$m8>5hYg~kb4
zR{psUnQwhHE^0h^;W<6>)LPL5mmSukXY=%cueyb?4#y*rFYpD@kV_UshKvvwCWeh*
z*Oms?Ac9gYgXBlRtU~A|%D8n(gkEX<y9?|rR}`lc5egd5O&NoK7>(A0M2mW<S=-Wa
zM83fISnh-jj0D&hN#Fzn$q?~MwTaGF-n54S^h#0B0HLg6Pm|Ju9=1W8J>zZmBJI$E
zWh2C#8qk*|(ZWgr`|SRQ&=`#}FhjceZ(aLWm>|3hFfNrMv#f|gIGNi*kUEFQt;njO
zSeaRsbrJv(X#UdIMKOU&G;w_hDyRW8fKUo!;&d+GYUw0vwWd6_@;kfmS2c+!CrxH7
zHD#*vQ<%}o+lIOe>3P-x1-v9353#X0Qu|EeEn9;~BEWW~&K)ah0qNGn9BD3Cz}IIn
zrn-<-QCphP4AF?#dtzZfA<=ZQ@$uM_zb?r9gi~DWI0KWD?8{=8M<DOglT}*NJ5o~s
zsJAKmnKdQPqnOgi=V7jA88Rv9R0~h)Sl-EpWs2KCcEXukJ=0>gAU<jOlBHnU{lF4;
z-P*(0XQdg|Hkr0I*`rEg$A>s4mU0E7X$DG`R$kzNh@2Z8tOc=$VK{(W$+DO|#k?u~
zc=V;lYbtf!R_w1ZJM9v%k5xF97I0)V_lAYNNh~zzFehZxSLS=N?oQtLB_vW0oU#&7
z!596A-&vub*k}bZsUN_XmPfuA`$NneZy5XD8rW_HD98p@f~Efv0QRox5gB+^j->Cx
zlC;t@sas>G&eBv33Z6h+75VZVS!o;egQ#tbzb_XZSp{UWqpx59T`vWxj0mYVY}+-p
zgSq0&65K<MTrIRub#B4VXpZASe)|e!q)gc<-Jcp%l6~<;DI&VKhfJhBV?{U5%_?_V
zzeI;GXOIINxaRD?n$rozVHYbkA1f{AGvHJXFKo@>Hb^w~&c0O)v$xTG_wsYR6Q$FF
zOfKRO*K5qY?%amCF<0pzeH@VSqZNA;{=AbTXh{r)HH5t=?xSog-mMXyk0=abvv<t}
z7^WA>ikCmNDM_01dt6s?8Xn$9nM2H3QiiNbj88umhtX5uXz2P<T&2rX`#iA)VmTGr
zUtp`j(KA6xDdjLYO<q~K8%a^ErfBV~K`ky010<u0T^R>hQDyq`&I2m+k57*fAs*N(
zXRoNvkIb79dqtTU|Anefu%qyNEN0-e{@H2aE4N3e%(^4ahQhU^or1FV$P9N(<#kH-
zML2bifdhAdYoBPNEKLJgqJg=TW|6Y;$7gJTayItUid+BMw9edjpDvV@FJpE20BrDv
z68%EMarht+4t|u4y+B@s0bcQEoKI^GD-=cgNDD*kdQe`?=R<6!iX@`7(kcTTJlz)X
z5;w*MqP`9c8j1L2pyhl`5`Ik-X~()rnad1o_ESzxWvcnW2!u9N73dXgd*?paz_PT<
zlj~?w$b|eJt5Z?waChpk9xF1=^K(AU)%ejM8UU>I5rjJB+@yBUsI+OGmUDk=O6IK0
zE2asqfON0`h7~&{pF@_o;C!R)GN;nTH07@2)g~Enyfkg4T<=}tqr%2(MN-ACDBe#-
zd5k|-9{t%CQ_?iw(GjsCoQm6~8U;<qwQw{+-d@odk|Ev`oVI=mAyFx748j6hJf*Bt
zG;X-av752iFwG#0ZrFWJSy3)Lj}9ZB;2=JY3Gi{A8Hf|5Os|e;vRlvZ;Ow)T>FE-~
z@lr7nio(^A=(Eq)#B%by6#&XqfT%0M4O~(`_mM040HxQu;uFy)c8w<n9hO@Ko>6^B
zDyjtcE}HlUIw8be0s!P9pictEYB(el%6FargxCa&yGi=qvB$%ke0#p6GM|Pu8Vi?z
zW`Bcz&LTpKTmo;^-p8#F{@TIk$!&i2$_#iT8=Ts(iE><3Y3GfW9xRO@RaCq$iV%T)
zF;?>Crqs%?&z)}|Y>Zq)b)*n4(ntgAR_?gT^g$t56~91*&9!!LQ{sJ2H1wB5lQUxM
zDf8=qjaGiJaB2Hky<%E*R)+TYJ&WizBmUt9?{UqRK4e-o&a+3ar6-a0lPjOG-+E7&
z8;)G<lRX#r#7szUAM;6#P^#$TcW(@~Uk|>BpXLeZzJp#~&rC^7v>r)3qH&r&Xc{*p
ze=8a}<*!--co8O==l_+q*$p|91n6;b0;>Ct6VAlhYXg!tl$lnhCGBUw9$`D*)Zo@n
ze#yvnK>>X(6^~_#UIBpgCnT#BMcltTzKmDECw<oNrWG#R%v5piy`6vZ1I6oWPU191
z^qOex!2(3h34m~VrwT!$>ou~Vw@UgGuL1W&x0)SK`H6^R(ntmaZa|*elwC{_234I>
zfpcVAlgUlFOu4fnbk3`(u<4GxDk?49Ds^1bC7j>-Y?Qq|tQDFj9b~{BWw{4fXMhYp
zK2egU`$>YQ(tMftST@J2E+`SNtknXwHP#1<0UI63Xo3CsVV~&UAC0_Dn~4t}G&*7h
zBq+?XFFg3hxR$jEVC^63-R2%N8;nH{j&^NK@Cf%Xa?j9VRsY5w8J%|t(mq7;ftl0-
zkZRaLe6}}>Jn4dIF+dV$1S~=8^1Hy<jYZE1|8&>Jtn^H6{aa!^_|)%>%V&U70MBd}
zx86%aGXMrePhT(g@v;iOunDigzh8()zm-{DM4CNL;=lFov_-#S%b9bPz8gLQTVeQ6
z*JiL?kLqI$-qv?o=FW!i9^<I}-e#Q|6s(2^`j(4iM<cs;?pdxps?K7g-+hP9dZ4-+
zk-nw)WnrRySK4t$y&A^<0XRs#_kMFnCst87b58-YZTQIB>}v0O*{<0a2>wR>OGmI#
z_9xXxo%SF0EdG2lwVijN&z3RTcaGn2iQ2b|-FMLF7XPw8AH5g&=QZlfzMs)SUDQHk
z_CX}Un|j0T*gpq)i1*>q2hQq{|3N+6b*$U~kh?<P-L}quAoc$XNJg0#($~LzkfxoY
zSpfLn{vSxj^Gk*Om+RlWUjKnu+zH>r_;W`7dl{W(bZn+W+P}6CYGxL{EBw2RuFAbQ
ztNL%DuUW1(wzTCh1QOmB)6w&HtX{Y8&43L24g#4ORi9geFRZSGj{A2|&@gRs-c9OL
ztn(AoZ;w;bi>`k^bKdkTmGu4PkIz3!4gU3;0UeXw8>9nvA7h&#iU{lx5VV&C<PAot
zlY+weo!<gTi6n&c(RW)28L3$!3oq=Zl^+wTj}4S+&a3!$-9PA9HNAt>gQ&fPzk5^!
z%=kQh>-e-3!><0E_MJN>x6xLhSSw*kfKw=bv8G2HOsUdbxmu^z;69?k<*?lFzlB(q
zj)b{J^zl9t+(969|1uqpTby(aEb6;+C)yhRj@3sM+pXHD>XR<GuSmB4V>-OQf0AU)
zMO>~w{x1l`)#hF@Mmgy7V$a(<(;=(jv>;4ZNwm77?dQ=-!?@oUO_LZM30KI5?u(8)
z2*k(L<CzS`MjP^L3z}2mdv$$r_SER{Gc;<wuyKa~@Zr!3699z|eY_{wYC-5+HdFfq
z1WruF+(96%n{U`Hgm2Z|@}rmWg(0@q+Y!+F2RQhEQj2Mif&+^uSkg)1+cBc~BWBNj
zbyAFhzb{&w#>$dMAfo^)3;5_9Pxc8Pd3g?&SjFZR!r<J(U)zYM?uRb}70Xv}nDZ{q
z8B&e!Ob0JTP|spY4&^zL$ZpAo&DCM5Wm+Le)rt`9fz5f~=m0_k!_vZ6fjQO$ccw!Q
zSq2)VXFz-}D@MBfusD{CbLSCKi!qnaVs7-XtQ4ff4xsn+h{)co)s`)9T#8&Sr)~9!
z2p<<Tx3fkLp!;zlr}0u)_=-I;K+>5R)o4-D%m6SAbA>&K6pbh)Qor9{$e43qCXlGd
z7S-P-npJTN6i)+3RW~3}U<Eu_V>=<Xopt<6Y-KnT3N-yF58ZZ99R>212Y9_?fqTfz
zRld_SVdW<5DGe9r+^rAjHe}b}^&{~D@Uie>n&+V862Ly}%|45q*K+6?jnW7U$vYI7
zH!D2&jV&-RN-N>?l;QFE#9R2jAj6q}P?}ZnXc}k!%gSB%r5e7E1ZKR8x&x=5oGA;r
z70tBDkiUph;X48Ia-u6SaS^H;c8gg}-1Lkp)A}JG<9o})So+gM{fknr(X#z*l1|w~
z$bRArq-3Ouh?T}V(^ur%L|q8J`?UjhhzH<A>_7pj{%u?CqRfMl1`KnyvhZ+qrw^7;
zzYRIe7STe{W$izj*^|b6A^I#U`vHG4h&{4*H;anbi@__0Dg@+m{XwzJdBD*Rhtij;
zlPQwqvFu6l#C^rJ@zWkjtKA%}@L$wVG=KlX8w+^!+e$-j;5;UHT9`=ZvnC_K%eJ4I
ztga-S1ErlT5TmWHghpO6fO`jFoA^?0#it){gLBy*NKO&d8pz8Tou?DH#35Yjhrj2~
zh{MGL-Hg&QaDVd!;CAyol(*jc4BhH690&@|Sv8m*VvVPk-tvDS7(`^ACaYkN^c0cR
zBl5g^rZ&gXVqDuusC68gK?*4U97avg7s_Wli_2iosD5#dgYT#THB8#PCWgw+q}^&#
zat#EX5f4izM592w&=m+fU%(hlMu)DWfO--G#3LXKlS5(F;j?XOfN7y}8nXk#pTVSB
zw%V$mQiR3_5W2`ZT1ih}yDc){7u{gYE5R+C9gMK)OlfR3Q6K$ISeWR2EKg;`_Il?C
zIPUU0A>Tyb{qw^2%<Q=q{y|0V(R|8!&ps2JHPGD`lL>|-D#wAo0Z8+Qg}5=u%!)&h
zc!v~PU%l>C%|INH3kza*)HEH_&nOaxR0?y@a(#j_yN@UfaTNxoX{Y6)+7%$wtuBmn
zS(ZecZLqV!-lV?T+%j32V5hn>0@AMRhY2Pl9c_8o@*PFwJu3+~NWt7&tq5y(;^GPk
zw|L7cjzB&op}G4S-wHq#R=*}@pK@5Z+}nQkiJwlYFimLSo#6o+ugI7t<H$^on`k+o
z|3R<;K@#ci1_L>1?Yz98c1aTG@KN_3^-xFyL8M>^Bp;)A9s}}!;u55D>!edL746|O
zXJzHGf^Z*XhzUD37x~T}Sp*MC)9I<8irm#fPvuqaksO;uEhA$3fCYL{(n@N1a~hZj
z4Ne-R_t-PrGsYMyYkQ1}<;}sbzH1UVZw^2UP1e;Aq@+GV96TbX%q5JRKH>$o>P-48
z{cz@VHR~*<6w1hrwMBo`mkuKHk?T#i!l`r)(AO$u30mQcBtKMdztA@7ZZ!WEY6{r2
z)Q&*ww=FSsYt}l_C;+Et)}-7t%k39BPc=}!=MTO-bfl=xnC1AfL{zVq<R+4^AaTms
zQ#Dvap?)3KMo-zvzEw?8ZWEb`Jzsy|0M)HqWnsE;Q+fs9;U2<8e?Yk3BU<VU))xr*
zV|l88tCkHhFbu}IUc#pnJhnG~AV>CK_O(3O$PAy<Hj{bmh-`d0U!*vMCo{iK#qzr>
zM9Y9@fuaxQP|Zeb7isw^4`9R@2;(t;2ut)$N?+isg^WRn-sCZG@@27n@aYyU(C*h)
z{EFVirP;}+#5J0PJbSBwAqWy6=KZD1fQjB?KrX$vEG}@l^*U>8aon1SF|kjT$nRE$
zl9JDKVU<YWD?By^HrHynWWRlj;k3*Ps;UlT>*uhR8_~<u6?RL3`GvG=UG$IR*Ok`f
zt{I}5VFiBi)r6XdkJ3B|8j70~(u>X6!_pV1$W6%WPl#TAV8&W!9f*~%4|jS}wh&${
z-E=a3uqoKqsYB^;U(znboFvn_TCKT0tj9z{H*cK|?daP2TAr)3eSquT`8xdcL==<J
z_*3UCy5pNHmxVY*s>M|HqC?1QaalsG!!V?1^u(Pnx;Ix47$>6niMpS=6aMF{pboS5
zmL+$`@IsKAvGkNz%)3Y90Lfkx^!1FMXxLjjX5w(>)=3X@IcZmZ#ayQG!}r&^NLTl2
z|KfNE=X+Ue41xHHT(&!<gy&jEvG{#({kHR%AFh2TY%Kn0Q*GI1cbwgel=QcX_4ucu
z2aFO+VMii`3@_k`F(K1$geXV$Z(yZ=g0`o-vff;alh}LoV_YbXEYH%<qMV(r3QoVN
z)oSOj(}|OWo}3=r+*tU%5A5Y>^IE|zZic-IY?yrXIp^#2g2ssNt^H^B>}WpR#ak@l
z=zBh&{``)*3d!AZ!22;T(L2&U-ajTO5@;vFaQ%V((K(Q5KQ!7OcKty%wn!12+A#d}
z8u7}_2{=AXV!Vu^=6~}}7c5co#*h_^IDh^<%;#1*{>{lRaKJgvju{k&(BkTKdx|hD
z#t_0ieT#8kE1+DzdAJuXYrZcbQ!}w*N`MLhoIjDjw9^j6P4nR{0pqVgX;yq645G<e
zz?`1ggw{BePlX4`{d`M;SX=Es?&E0*`}a5pMh$@>qKN8GZ*Y@?<(-_#AR(F~QomZj
za|*9?O0CRwJXMfEKh0s(@xU!zbxo51UfIw92KV6tu#=*U-AL$ks&{>fbgl;AU>X05
z$djb}upheMXaz?_M8pz#cpy8tX&+kd4rUa6k>3Lp9x;!iP>;O`m&F8J%V{aTj7WtB
z_@0M4Qo?yp!<g71Y#!o82Na@K9#2~EZjHl`udP&+bKTlm=op>Vl;;s`7ZhD-o<$G5
zq@haBMy#^JJqmh&uRR|=Jq@(X1&psy_>MdcPsQz(_r4JUKNbyAjE}Lb4Nq|bMjSxj
z4h0dM#rT?n6NH_5^&+?x0|2P#X?HLH7F-XA+YUir^8tT(#`%O<e_O#>wu+q-1(zP+
z^a%PM>c$_BD5mYx<F-*`4@b4ESXP$OcC47}q}es1!{$XIfBs1D(hMI>j`gpNpq`6v
zLj>csL^h$KtdMRZl;ZJ$zS1mCwK|DBig7UtV8K-!oDn$pCC<8Dum_Ss=Fl(WZRlE9
zl9GPF^kV#Yym?i81kT{|QC*x{fqagiC0t}S*bhAz?N)<cSiNjU#XLbLc%<N*<fh2#
z$-3aA`jsi2?n`xI-qIn_{VNC}C7kE|saa%dhGNeC$?=xf;UPBui#;)$);PtD9I|E9
zV37dI#KfDFxJ-@Mrk+@{QE<>IPU)q-?_S!?t_TNCTF}aas>9d<C%LC487?7dXe*s;
zeSdxDH~HxdqBeJHf!H+?UZt0%xgaI8q}9rueMG*en^GnFAu<|jL!K}^CIJQ-A`ItY
z5w<{);fO4~GV)Y5dsq*4muz|>j&+YdgxQ^w)Pw4`C(=2c%%s@+3I%Alaek_&O7|_t
ze9z@VA56uLxL(#hNTa!R0T>V;Kqzu4GE4O$VWIMrTBV6u!<6ZN6eA>i^E^BrZg|-~
zgC*hjW@+ap-}APXo(-mSj~o=ksYM8rk2y9Sc=KrIDCYtt+YNBV(<Qg^4{b7qnaO&W
zAvZ+AtQlZxL?qP}gl5&Wsss$5iRjZWB;_F8_IefPMN0q4nNT23p|+^981j-Lg#_)U
zVoliSl1TC`S4jMkx@O*^CJhpF@$E{|gouuVjoONqeb4|e34aMP!@Ch1-~e|zV<ZOM
z#f6A@=^!B59xQsNqL`UN8y#WFp0c{KQe`osZbru%L39)t_hA^sQ%MRO4=5A|uU)=m
z6i<*wcyGoR-O@Fb6C7a6T%n#=yxJ3sVdQ`5rC{d@D|1GcFP$Zs|BUZu;u;XoQsp3i
zNgadWWPW9Z)B9O^CIf=RRBGjEE^=nJGZPESd&u?_B`V@HDL>va&`>J`Il5OL*s{~r
zIhcwR-zBMi9+Y-JsCiynd8})H;hn4n^&>8O;mJu{MUBIcs@4hsW?x}H<*e*^TMK`l
zUc(M0!1y+JReJS^*ak<x##E~_WRqQREsSQaak4~Z;I2mEG#p5ypF&sCB<Rs;v=#Id
z$~ai*2}qix5X?Ju3n(ul(rlo@-3j<{P3!EcA+a}RWyV41s47Jaie4j0=+Sx-0u?+h
ze-&1F8;0a3%gj&MrEa&y?tlPT?Nrn*jJK8nDC&1-@}N{pC^oDiq6f(Rv`*<MOmHT{
zSibgVm)e<&zI_QfB+Ww{4;<evIg{ol;p17>0{GyH@t(HEO8|wO>cUaY)%q}M4Zs$%
zEJ-{!1O*IGu@rJ@(O=SW8VAmS+Lrr(CopmhQDc(H{gmfCAU=@IDS#OTph30?@wMdV
z0%q$8m{IbBQJrtcJJnE43B4WUL^V<QT@C22_^mD+(;zq2?%Y%APZER*2M&iF@R+6U
zwcPrTu=n{$%O5^u_k7;(+r7Vfj@KPw`TH97hrDMH6OymclZJMLZs2w<``}hWZ+Fjo
zT9EJGF!d(RM3Qsk>Rx3~NkVm3dK*sPw*&e@OcI%o;n;X2Y}`=Jmc9y9itJIJE3#gI
z8?I=VAjFOHC#^rtsVHi+Umx%m*QVBsszKU!Kv9)KQ-ZZ6V?bRsl+U+E{$}7=^Z-6}
z82<A?gPR19-P`9kgX*dSG3X2v!y(0uX0EhB%g&)Qt0dC-0ejlv0GB~*;XxPQ;U>n~
zu(lk}jo}RG{7U$+zvPH~;E?+0aB$Yh>+PZU5hIZ|BS!hjTK2>7hNCa)2mER|Q#wb3
z^3#nbMsvAc@J*XhszH+aV}q!6yMVEzo{`TZWAAf|Bbb1dxZ_xgfGZXNN50*76Ox-$
z0}G;o#oGfs>>JNUm%YcE=$QZ}*-cE{Ow7<u&KW}gd-cQ}KnNHC=KU9=iWOe)zhQWn
znE#8h^%(r}|AOK5bt?X+dh-8-;WZ|n`*$#QBNwvy52N}ohW8)FwubKXAC&MyxwJI?
z<}yL_&);Bdu9W&80#4E-r#r^h=ou<YQB$oylJbF8d#N*ALGPZ#e?-iV7{$@QjB2O!
zQUa{uQyN;>_4B_O)naSVV7=)bqv{&W_yVqI!wgXU7h|g(re5=xu`L;pWp9t<Nq&7N
zVp`7&a8%qewg&bE3<s#cjIGB`H+~6)!^f_FL`>1ik9|J~3Z5EXfVPL@_q)RHL`<cj
zU_O#r`@hu_Cb6LZh?vhw@R#ZA7O9L$Qt<yWs@y!750ja=Cm-wraPO)6J_+0&dCR5n
zJ5&E`?;jC!^Ruh=a>ai!stQ?te;L)ENo)!{T|TNuAMY5|9INZAixP>EI}!8t7Jz*x
zVwyIR8LP_CvWEn!@mbFr5jc{`kP<yo{98Tw%c!dBK9C7RhO%#mrzYH0PuPn~%`7yk
z4z{EChS+za1zpg~F<!I(5;1q;P}m%W0%Tfb|H_RM+(pK@KLLmVw7`Hn=K0nHJNkcR
zo~yt5{(ohjEonj{{xu%Q3yHs5bC~jfhhDa{{@*gs|0|RHlKS(1V|xFtIsAXYB$JjK
zj@GjfgYN&!Nme5{77h7tiE?_N>K&7fb@#&I^iY^USHS;~KC%CnG6?|1z|wz8nL&4^
zG&$DL|2ebxcPC_;1m(YWLjEVSxc+qo_K#_-0tEaw6FZa`{qIs{TKfMmjSC9@m07$i
zW&ZnRe5=^>zxlItTE_1(iw2Xk3yXPJbW3aN?vxuJ(}eyH=H9}o?XUm#O+rF~2X_eW
zTA)CoxJ!e33lxgeP^37)9fCW>-Q63cI20@Hg%)io6-rCX;rl$l=bSm`T$#Cd?#%rU
zKA-(b_IuA>YrR&T{qA8Ikl0}H!`b;5(Wn0+gx)Py`4QtkOzB@1)N#85;kyzDOYW$s
zY9bKZ-$iWGKTPRb?&<OQoI#ztKcl6hJVkd3_eU9ZsaXwmO)fJsQY05{Vx9<_I6WrK
z9DQ5praO?Xk-mUrBkKD?dQerpsH$=&E3vdYHxqcIn+HYd76M|eA20|=cW8yy8+|L9
zG5kTO;ytzf%el8hkh909c+S#CLWrx~^<o{U>0JJ#glPz$y-q0fAy)d8rjM6`hkQNd
zV!3T#m#4V;@GrB!AFpF~7pkf~)MtqK7-oHUzevlHwehUhS@6&>HkC0$+g|yOpY!}=
zYHpU-4wfG2qW-AFulzzMU)#GSw^8kBkEJMd`|l6V;rbv#FVCc_5%}85rl0BB)afKb
z?z_naBfFP_AVfK6`ST(9ZipeFI)aMotg<L<&9E|z!>TzF7fN9KlS1OBw=g;~?T^E4
z9)s_-4}yU{G^IF%t>W3P&3U;b*-HlZES4Ag8XsBp4z}+8j9D>R`*AgZiT6UjhmvJf
zL`>BOv{3@F^DqdEHp*4k*ep5Shvfn<YF7`QV0r%2H$S5?0TCy;L8HOR9abG1nO9GN
zDiJod)vKiE*biOHH4cQmDJa9@0q8Ja{19=?)_{+mQSK0K)no}x1gf`<yP7LKY|p_d
z#klQ=ocNrTrereEpGUZ$!M5fRt$w?iFtBU#sCvK@y;IZnIK|n!_rpnS;`d$Y>2T`E
z6F#1@4z@ahF|tLMR!t0YmxVzOdRMSThdp$(eQZ(Gndj(a((y)SW3p&>Qu&tO{6ocQ
zLxjy;-YhzmBS0hdbBE124gJD~;Q(M~wZR?OXv60lps43KNLU%_&WtY>sFp@%;`-&y
zN9$>5HXS{Nr?SMSPqpzh3W#oFt<7!`I(R11#29u+doUUJ@FqSd6O}(1C%k^zQ2wq>
zyH#v+T;|)n9`ZWYvzF!j+jwBb)weFz;iKoQZMzS|C8=NnX)9{xLG7#-dHWm;l9geX
zR6-Btz19vB5kFSr<iU?O9QCFlxlL_{ts<nJAnaNb;aDAz;E_HKkuQ1kMbt6wN8sFN
ziNE={TyAmve%8b1*B^^2iw6@jquqZU&lEFd)YWu;`gKajMHnDc{?`5BoptkL!|zXb
zf$-m-u~4C#i;+t0!Gu`qyFmE#{m(aF=hTGy1(_e+<-u1SKHHtI53{;o?T*cN8@|6C
zGlc(_4f<|hjsS`Q0s$HT0L}~brp>>?lNz=ClBYAhx7OVM8;t*-UAi{>)&Bv^{(mo{
z{U008{~3(m3yAlx$M_d`dm7+(mo5VSQx2g0pAGL$yO{=v0mOiJPY0Q{{-4SLI%iyW
zeE*+K4R+%HkIMo6*QxQZa@@PPPA>lCKXCnh0L%Ya{##(+|MK1<|4hqifE<7c_~33i
zivOpSmD>eL)V_M=huDgf$&OD1W0%@1KN3Iwn!Wl<LWmzdQt~B6n>TB^;wxUFX5~`N
z_qZA7&dr7^0^<0wgO=+A-P)D2j^9MdQy;(e{7HIydUZ2!OG3jfsc!1%8<SntHNJZE
z6GqD;rD5je7n@VvJ+XFtjYr2Tt!eJ;AD3IxGr4~93!k3vftH0!Kzv?pFFiGO!}vd=
z>t9M6;7)0~15y8@w9V}fN=n~VHXJu4$OvFi|EVnA`b5V5K1IVFpRB6kU&#Ics%)@m
zVd8<%Bm{)2Q?bLGd}Ce;*@T5sMaBMSJQ*fx=_A<k5_$P@%8XdiMgCM`<^LW}iq(Mt
zy!J%$)^y3LZf&Bz;eRakfNp(uY?8pZH$G^lX6~O56>4%~DS#?y-4(X&|6u<Pxj(*n
z7=Sr7FZ`q}`Q@(iAY&5$n;i}QH#3%xk79wLuseGCa3g}8ltAx>_b2P!c*1`GUi}BT
zpZJG?*RSa!a-3c0;XkAN-^l&{UU{%Nk@jr-HckDEBOh1H{%xsx8t=c6`;sA`_7n^*
zl3lg<Ka~e&nh-j{ov2#ImZ*PM9=MDZDwjTw#&2`p`*-C*#tW4s$p{ka?brVRtn0*^
zN-Y(?1c6k<j2@5vgWRuM_|j`>_(h?LgLTDz_Ku#ud}@{~<bEYn)-snnef;hYx$k4%
z%QR@{wQ@|;s-bv)s`nqIt@VnG4)KC0sk6j5;eC<&y*uQ70N|sh=^DCEH#E|a-7)3I
z?0~H2g@$Qj1EsW;)6_{y@6Ov0IlkDYVgoZaz+skE$Q?a>GvwVnvU~~Sa?v<AzOf@q
z$Ssix0q${r#%&z2f#uy<kw8~umovrYDYd^L=I*Rm^XDVfai1pBDqi?QRjI9LF7>W>
znw!3L%mXSXc1uwZLP3y3@g6gG@2>Abx}i^o9pQpKn+2~u5P3&Wm&jlTa7m=@i_nGX
zGpE>e96!^2x}7zdJ0=Fh2OIa%Qo}^%0HHwEHVhhuD-YO`y5=szAx7g$a~I=|Gz}*`
zZ7|i!8u<yE^fK}-#}WsgAb4R9z-6{orL5+7FgRikfY<a;7=+ulEIot+^4$#u3+xv0
zN=WxL4b_6C&1)g!3%M>h<nq?e3`G?+SZ8A~EW6kX_l2@7i+SNtqMlJ+Y**8I(@;(;
zdhQm~yq|iifTPF0a8k>*nGsLUE_})_y1kC%_sFZd80mHkY*y&{G!P)@Y`lx%5Vgm>
z<cl=lyFm9R$pGes5yGr67IG!NFrx2N>`hSe1iW~VkQhotmQ4(Wq{gRU8OM=C`KVxC
zGLaYOnz)K@yJipAR(5z*xqLMOX`$VDl(oU0IFIr`lemN?U+CvXP4n=3EHwnw(_0+z
z4;ifUqnFkBDBSR1d>4TWIOGx9Z@}sHIx1dr74aTy?1$a&aIVO3<28s!i-&QY8)v|H
z_Z(VaSnU9$IKcP$rM$DTE1so@1nU-$iB>9C{KulIy3vEAknoQj@$revunqi_TdCcA
zlP?DqIg{t=<HjI1ZT`#(+n;pg<J<mZAWK{Mk$Q_JU`6LnegNfUuS5c{-4!lo0$45?
zYHhIVjfFmE=)Yld-vNexK4r7%UiNz;r}F(HNqA3A*vs<2oRp!Ed+P6_>fbyHNb{Wm
zP9V@LYYoBvd5XDR2luJIC-a$>%=5)j3txH{LlP|zw1q5qba35>yBe)j1dRd<;e}_*
z&nE~8PL9U>3;jmnCv1IVxUdL#q!t>=Y73A>*rFqTZVZ1gd<q#U4>O>@*%*@<uWxJv
z(1`KBAqW_aqVHidlbe1M5!I!F5Zxoqep)<RV=W>0p($YJH$GJSBmTh5?FV0rE>>~a
zV6EKVZZeu;uxYn5T4diQ<QYRT;cX~AU%I<)^Mx&2!@Zs+LZayMxzdQ$rtmW!QlR8q
z=oWhyH_nI~xm|BK=afeat~vnNl#X4f+SB+T-hxldzRnk%`I;a&GGJxFR*<_oN<~^p
z9}*u5q@j*kpRi#%q)}*fgyZN1pBR*<%L|m|(DPB~ktni9uDBacG(~)lEpKA`ygWDh
zwK^$HQoWGL&@oy~;ys~QQ3<6F8b^4#A<uXN&a|W2y>s2dXVBzuqE0G3Ur#KCh>Pkh
zTOPPC>6(m(sGy^WM7wE1iwx0^0?lo(&5RU*WZ)<k0hS3>!#4BVc3*kr&qV-+)mA?-
zf%mSgAER=US`k`(9F)Q9TKc|AREOU*Db1x-w6&Y6#L`L-3^6f`{00ES;c#Le&u;N5
zt(t8ZZ#xPvA&V81ZK=hpSUrcNuqi1E8)u~!%r(}Cz$ZB`n|=`Rt55ZtgTvrRgf7mY
zL0pdKa|k7v#Ekc0&@*5|Kv9ikhbAI%ITSbC2o#2UDZI+jLC2-SLkVA7(mZHsu)07(
zS5nrxR9SJe*oU93{ahQjRV?N-s@3;~CJd>v#u~WcIDJPy^sX{c#Hk<N|A9edFMK5P
z%P@6Zk&ZmV4bx3Qusim4X?V9$qDtF_iBa(pA1*tdr<mT_vo%?~X_suNOP6%>*aR4(
z8p5jwtuma&A6T40e8_&PSQBk&880G1U7@QkRJ+;4*M&meMjSP&(*d2cnaHBWEjRD>
zT4=uJeib8{Rf#`_7)&lf&S()9_G8ULQ@tyPcKL#0fDhI>6q-eBKddK}P7IHx8EX7)
z8!25msLrrbE|Mt%NZN!sEDUCU@EyK?8cGbkuh@`P1mulkKx%V>T1FDzTf{Idl4M;I
zHCqWuFVW+V84m$?yXGDaXKyH@X<P%GScUlm)^1yDUKb-#B7pi2ChB)z_05IZ+q#X8
zrj*%Gb$i+QT3kB5`O#L`g^bNSNSV5eDz#q8<yI}*u8Ezlz&Fw>`#B*YNkkS+d*TaX
zwSyVfjlszsz~d)$9S$;c?-FIddq7=<4eVqnQO!qfmDTcQ$J?QO0j6i@??bA@X@in)
z-Rl^N1YqN4!?6zU#p;>QKRVRp67nh$I<zw;dP1KP_iiA!FhKha_B`dv#}16E3^0;M
z58lRzGcxYa$VqWy*LM)1u+5t|y|le|naCe4mFTCP%L<DmJmMDPgcH(zKk4OztL_V1
zher<QZnZLXhP--!N^d<D^7rv$IB|KR7eb2vCW*Dwpy85s_$9HEab30zlYZ`Vy6yB1
z$2x_<u?DjA!~N0wZc|oG<#KB8lNvz9y*jti$uDV0INiM`JU<zVOe*fnQY+3qr@9n~
zD8Tz0+}$Imqu@wefTtTgOx(AfP|>-yf;-R|?<;U&P2MygTrKf#1-<-kpXH4w{R2)|
z;ZBuS&>>?8P8Xi?o9R0GcPP`}OmSMHljYN7c|u)>LLskT^$zZ7nK}hf5AT<GDwH|#
z6dxTIgMgBWWH-7OYc__zN4kM4XT#E#l1%RR%eISr4kbP_H{IPB1E*Ua%br>}?uo14
zdMH%}WqlX0tlAI<4sBzI6#v+5JO!O^ywck%#dkh5=so&cdAq{Dx44`r53=iY>&Bw8
z03l9Lz_Pf%8$591`}6(#hR-_DaX%z(S%vMtp>RX8%yA?GrBa^*!<`h-C{2V@>qozj
z-fD*{RylAS0YE?<I}l!p+nW_6bH!?ma@Fa;eNBa*J*1osb?tQU-rK|Hm$ZZ^xLSP-
zhIFw_bFtG(hVMFr08DH?j6r68knoZ76QN$(a5!2vd56N$gl{6=LnBPFc3e@u33`Fr
zYG_02P_}GAc#)0?ivh@ykzqCTz&O(M!beM(o!Bw#IgPI+I%;B!;O5{FmjX!Sr|ET;
zhRS}Z%s2!=rOVN!I{nPW+}ero;NDbvFg^^L@Ay2dk}bj^(Ci{`mMSK<Ioi7uf{G!V
z!^Eh@sGv}hWyWz8U4~mGF1I;jabc2>z^wR7glFNn_LHR;k;*Xfs_2}bF^Wi!46c_C
z)gcdJT>VC(TWKB@WrNvQA?Yuz{JP?Sm5GXgD8?wYiM_ZYL=>lf$Pv<j3>&$#n`DMa
z{3DTcz@5-wl2p_rF!{xA<|RZD_Tmr-M8clBAu+hsL9^-}SnJqM>ja?2ORs~NX-CW8
z>?C&pAuTr^u6khH{ZIo$m<GaaiQDjVOtdN5!z7x7|Gm3d6)vZgKJhh%L@Z>_(ZbnL
zP7xjdSrx<XM}m45&jVAM=}K0#jwv2bE`laJ%t7A@Bk7M5@qp=ilEk^NSc8R#w61i;
zySD&mJj4SGtJ~iiBhwhIlTVP(wc(PkMR7!C4-H!q)Xg%&=lnK2;;JBk@s(J7An02*
zm<kp6#}pri%sTT;(Wgz9l`^L1^mMNVKh1%sRfA>i)9ZKfj96oD*s?&Gsi&rpES@{p
zzwM-{J^d=~!%U`n<UR7`45}QtW^TDXlazp`E<d}RNsA*)Fc@uYX38$hll_cmiZLaz
zd3@J#<v9UVENPmUTmy7Qb9DAoWWGH&JH-T(F&3=`1*nNXqz2kDn^|Gy>2m;z8t8(b
zof0jb%mxk$D>N|fYWQ3Z7=_HMi1lXya~2-M?VzuW0Qs5#)}5<VDv|UITtbuvo{%u<
zU#YxXVg-M@YWl!xfsZ48)Pw0LD3rn6Gwq^C8_qdkN}&(SF+jai7Y04>bE6T7)51O$
z^DBHz1Fb|@kp4>G0>(^qXO;0V@=M{}v<a2nWkq37Unw&8pSVYrP<FaktO{X&AStb_
zyeb!9JVe0@;a5&SaYJaGVw*r>E1a_&WU`XwEHPAmCQu6{m}w?#!8&2nyO8X-*n$RT
z=O3o#o41)$00D+w`>C3V<7r5{dN$=TvjyZjg!=so{|0xqd{!vGmz!RsOph#e7Y2rR
zzw(eT62up{JTOT-@q`SPMnzUUb1F$k(l3n#Gf5{$DnXyrm^Rcv_?1B6$DFQ5#J8D_
zEYy<$TEDb&+5BE0Lv5<T-|?VFl6A{!7&aW+=eGGXMJ_41C9EPcU&QGLu0ZIMtkaSb
zO#pGHPhAc2MU<$BIEOk@8ovK!?F{zuiyx)LdbKaH7(53-RuuPGDL3veF9^_}h0HmJ
z-s{vCB%1^LW#v2QDV*=go<Tbd@D{fj7BbQ4bm<G;A(VScnm%D;l0SxVD+itPHrkXY
zk!Mx>EviE0suPGSJ9j^1$A+=x<sAYrP*|ye3m!qQytgz8a4N}!Vq}>poboGN@^A56
zB4ky?Q^i;Q%86IhEx-6R&7Tb5lS42e?Te#HB1>PvZ=pU&2bJ8AeiT4(YxKZj3FB_A
z1xZvR+TyKyG6lBhE1U5n<DCN?+-p+~NV>9XadD~NmaqQY+3Hvfva&Eb;ZY>nwea7_
zAv-lsj;(=8E7f0sbO_pT;T>c~@je7-lew;>2QeE?;mN-<%6A3wdP-@(<4Yr}mWo75
z!987r4pr2l4Va#pb<`4~bWS{aOP$EDv>U}+5*grchUnE*X!s~!m}i!@U(?$-P9TQq
z$v0Q~18$jL;(u<TSjkSti>e04^yzqXAK?K}RU*A!nT!a)w<Y{0d+#<+!Vq|EE4Gmw
zUF$<2G;T;3>)ZXuM^J)uK-)$nmt1Nx0sy5K?Ah1EgY!`Q_Pwo7#o|w6iTMfQQvqZN
z&Gcx15a!YNZnZkvEoXu2^s<qyldr#}KL=?r6xQ#W)>zGh)!NG%dLg`9GDto*_?u23
zh*e+&J1ncsJM>$kN?&Ig%sv+r!=4Wy7v{&a5aPw~A1Ds~qD!7+SBJ9kwUND{LGv|;
z0f`71Dfosp^{iC#dClWUo%_oB9f?-id4oXeArvD{352W4IxiSBm&Hb0+dW)v###YG
zj2DS$%khj4V^R6z*_bx*it(fyg_xW1)CAbmDVemui7ncR?7j)qMGI(ZB3XM>12|c>
ziEG&tSAI5Ll0Z?tIcZTepo#5ms2i;fq-YJC`s)~V+oe5~+c#BhIpKFa6=^vo%QD@1
z_L>n>H_AXdGEF{}KN&-p`_`3orjLA4d$K7XtQ9bWuQww-IFmO$ZjC>?v^jN<KfYZJ
z9rByqwx2yC93N+R`MHi{+jZuv<@mgI!j<-0qm8!`&2{&>-(Df#{<Y*t%*g;1kbte`
z3=|7+Q|3U;bA)c};|YcE`Z@A~dES(_Nq+M<_49}s(zN&@CPor6#s&5lb0I&m96E$t
zi3_azbH-~6%tVXi^{>=b7Edo0B<c~Z>&4P;3$j*oY&tm#0!vC(?YuL1YW<5ER_%HO
z**b2_kLtO?&hicVpBeq(e8^d7R{zdIr-b+WyR;vA1Yugs$!9|n$T3Hqh_RjuxBAiS
zb}x1=5HG_@hD+$e$g*!e$>7ikAF7G|LbJ(``*d?<81+Vne>I$FR61cbi;y=}V2z(>
z?fZi@#p$uk{<ZwAwZcDZMU3kuvg>75>lH!kRR!xc{p)pG>kWU_n;17*WH;_`=N&;C
zT?HFG{TqE-8v}nfu#B5SvYSZ^|JI_QceibKGRi;qRF(gN_K5x)t;qZzv|=1_bb3Y<
zYf4UTPG$x)uc#QqTu`1t#a&X9fT##pCKstq6n#k05KZ2SA@9mm#uF_Pd8j-v7EaQe
zKZXb!i=C?FAFr%lXdQpGx*5mzu0U}sPkNjL)>4C`NVUtTJoH}l{8I$gLjkz-N*pzu
zT#56YXSwSptKBR{<z6<=sJ!AnP1pjb2W?n%)Pj+#VMFd6L<fG<3x7@;1H{V?q=zZk
z5+pP}6hvI2V<Ig;Ha@)L@V$Fa2<}V!qdi{DsZ%7!^%Q+A&^IRG63BM;<kd|8ONcs6
ziXVs+;s)^st{)xBli4wI=+sVx>w;ZxLteP`07g`4fgc~*u@3VKHoYHFe7YgT)#Vn!
z!Kjq~a~@dWvqrc48`C^OFv=bNlx13IFfJ@qV*7;H=;@mQ{#Vb$Xg4t<e&QsC0wSYE
zYYn@+m#+Az&bh9z3P$AHF=v2F^1TvcDUs)!@zF{z?a@153ySh4yg6jtJ~*d5;xcK7
zSsG4t`l!R)XgKoAV5rgJa)wCqYLU9u4>?<S^AcqyE`fFXT%d1d%Uow@4FyMZ#sp@}
zMJEPTc&SktyleBa44FLqI2)Q6y1N{fj_O#4O!u#V<Pzl7V<Q%jrg4#WiAMx7H!5mO
zYTx;>woh5-l=dIc@m{TZu{$2b+{Q;^yAl!#Xx?Q5$B%p%Ldz+--?J)qk*B-};_2E3
zkr!3w6E`2LfZYUwGYW*L0rC`r74@n^iO-UJv<n~D;u0q&P5^*TT`35VhK1n5O1>AQ
z6)!DHvU{o^<hv4@j|t$v2R3C|uzqFrqr$!<?g;V0q3nkzfL!qe9G_mziyxZkz=-|G
zhM{6T=BKuF)=aIFp9>@5r?5B!;}N1AUop3#0nOSBd1oyazwXt+NAW|GfwLp)>Tz91
z`)+bGHHL3-6l37S_1lwxFj(D57PhD6Ky$pIx9>N9$2?U$wz#u`^#XfNtbNgi%bXzW
zj1rul)WD6o;3sDyv?0IMQSyZgv`pfEEgfz<vIc<o4J{XSNF1j<#+c<!D)jL>2`{I`
zv^>j%8sBLX;ER4cYaPQs&BuEycgyeDFGO&M$K9?to{ZC0lWpyvP<Q+OF2cKwYuPeQ
z(;NEJN8rb5&QG*9+OAS(b;YLkykoUq|LVu4TC>j8mb-ypLbC7GR^nDLG+4ZRpb7DF
zuNIK>b6?CwfbKm;spReku+sU5h@^4D^+E2-VEc?hlUcu`vb6F}pYnST{ZHz&l=*7v
znFsvO+JqMIMUg9?uFiU{h&6>^*W33$4^e+s-+WCMa{tRDeTcvF%-fm3Zv(I0@pqPL
zWrKdS?F1+6ZC3UN-Ttf#_$hg9o1Fac__jOs`j=%b$?Fer!>5}!U$_$G&Id{cUcbBi
zy|XV|CI=K1K;u&6U!zib!Gc7g#Ag=2ElDe351Y_bWegs(nS%uTb>Ri4%-`gz?!i(q
zu3(wbd0iSl@|GqSyeeGs$LjZ}7f>kL9+q*}s^Kc{8glQGy)IvF<#Hn&autS^8R3kP
z0n$mzD;L|kKCb&b3q&gQu@nU9b}IUBusCvk)G<Ah_d^)u!Lyq31jN>W%oI`^(U?Kn
z#VS<^pVP!J0y-vz%qH1iUy{*;WeBLoxFX#pCPurAm3m@a^$w4VNho9I(wNXRzr3U4
zmT}&nn9%jV{E}8gSkA4cF{z(>nO>z`&TDdq$L+byXi6yOchHzJzr*8pO_vM4oS1t2
z>oV(KXhn@_Te`2=<J$intvHuZAy%m|<81!*zoQlXzvk`U;c>?_W?$s~7h3WEJs$Vp
zXhj53wYr+-LTc`}f1?#A7czUkl?x|UYdiddR{T~WIa96sa&ocoAG9J-4KiADsf6x(
zmAcLyT2VS){@-fFzeslfo&w@`8q1siNn`2z{r@M8WoqN}Hvt2`jJBm~U_yRf-}L6$
z4I!g|td5miP+~!S|IF6;A0j3}CiDO3Fn8(^?VXsG0h0T_htmC%TuR1&fS?m$#(DIJ
zSp@L_pRnYg<kCOhi1O;1>IVFtp#nmYN2=nG$tl&kmf^YiZ2VCOts*~Im|c!dj$N2Y
zkz7Xn5#8H`f2mw;2vthOb)_Fa_GrcFKL3fJlYu2TE|i83hV!bzcL(3T8n(g5UCKr@
z?GDD%5OG?<AS1)ccNNlgZ_tpz1X_AA23i4}$t-@;$;}aKYy=C{las!qvd|Q-dv^`e
zyqCkX3A8aEetA%^A<K~@LA#-?)kcYsk~=vi!#J@PH`<HR`|>2I*__f40qm$JPj<Y$
ztB|g(lHXwVl4?H(+;5y_B!BU#J@;MX-mv+3*qiv(h3$bvXol!_UQ;o+AhgpB-reee
ziE9-7OL*+@F^0TZ9Dxv2>IOP^hFTZ<eRf>v@+2W}``+QMQb9k~#UuG1&Vqx=sO#^X
zK;r((d($udZD+NAduD+9rwx%XRY=$O3_lCXd*bpu*wX&rR~PT6qMwA))*3f=pN5R|
zR)78z?(0C~<~Ddi!Htl#+4kcXu~x>x7j!gI+&TD42ZMsDY(mujR2HNCoRIlO?`K-_
zBTS_3>qG2|tIWui#8AaiVj%3EE)xjGYDMXoxx|l5IAYb*P52gyuT+waxrM8aU~Ce*
zwyF%0exFNH19MZXZH+#N??sTS`$(q3H8`t5gfcQI%<0`4*JK&L%y?E{LbGHzp7`CP
z)8G{hoJBQ1_M1bF(qC+uy=&?RPEFJcE(c424soq#Gxl?&tX1{^rFhi@<)cc*1Yw2P
zSpSYHkMf6cnHb~PA#9P!;6)mn2n7~&A6$2h0TqR5DgrSX{;SnA;<*JiPer&U0pTf4
z3*1%UUYExH7EFFq3~4}0^D4^*Wvx!^0@|%?;SFE=z{Ak<rVWl00h5$4mF36c^21oW
zO2dj;&W|O(k4Xv|^0GRh9=|twEkwjuVZ~@``jV~@#9Q%Nqv@erNu3u9jjto5^@h_x
zT+4!aFqg<fYj6aaokir~<w%8^_`G~~mg}@fj!qlHr71W%!`WhC_T5(%>6b%F6Zzb(
zl!Rhin=a%lpElpk;hsi`86qO^GVv8$UbHw431bnj!~L9otT~nv3C7K8%6=b5J|?2f
zar*<quTxvA-+YWvv-LD!;$r(L8bQ*a9S}qee3q*C?Yu+V@Rrbc<;D3Ndig;$c4$DS
z6QZ&jm}XVPv7|0WGR?jG+t)Cqm%z*Jf#IC|{cQS!5fafC1F<oUpUM0=Lzv4CKix?S
z9EClNv-+p(SH!<X&aB?AC$tK0WWFx~zb5~Y<k+})LAO!nb?ZjS-AM7(<H7U4Y<!il
z`Ok}IkcT2jxakHA-uPN(Q+(1b*v}eg>$@^E^V$z2`~?($@(n8WcYZu%lAdl645Rua
zJ`^A%Qp81r1oXv@h7sC9fBmW)fb;G<T5Hfk8bL!U)^HBG8)cv~G_xuPE=GKV#Cz@=
zgDtxV!T}fFs4G_YA0<W;)9&HCj8RscJLeTKD>gE(ilHuvV;{57CYLKwX4G|$kD;M9
zjR1_`lL;GlIx^p2kCFsWVq&dta*dLF3HYQB6SQjCEO1K&CGJQ{Mq%%%4p%9p*N2j*
zi)~rqei)jXX|>>+r^Guy->4IZVf^^m2)?XRs69)*jVfrfdjO#2Qjj1`dmzHDv8>+1
zvagtsMo})Pe#~vaN}3_9$00!D1Xr=0%sAl5<6lvjdb*Yx-4z%ss53IDdC`JXsEm0Q
zRh?w(bDDi$n^QCMxaOJue$M<&#47IlDXUx%WsT_@KyWe8G&`QUzl$Vz(n%+Em#^^D
zm5YBe77vCWMt79%VDDU}Q|9<0E}x=MP{ud?V4{Lf=4eskY(6o-v<fgIA8jme-GgWM
zw1n~vlz<bh$E8qG2n*wWbD}qovebSwi;dj$nVWxyDlMs_Rg=n1f9<{LBKrHlfgL}N
z)IDlHN09?8>7AldE2BkoBE?uR8TBA_NR?afw%-Wky$=?%uOsCy*AN#Ie^+nRUZ&xu
zJR$mSY1;2Qj_lSO@{;Jpo}q8m7z_=?kI9vRPwjPDUu&(Qy(V3@CpZ!3r*qPC2_w>(
zjYMY7f<y1$=FU(mYOscu+X|B{!R!<qc+obeWLh4?@;-!C*(N+$u`l1S;ka$BTNHl*
zPVYNDOZ$nf7#P{uzRau{AZkEqz=f5Tu#bkmyLqNgZSK~90jY1^Fg0t)y_Zb{U_ldx
zwo?pb!Vzuebr7A{uhoTTI27aSgW>uX60gd<$<oh>0t+%rf;eIZyu$^BpAT9U^iiAB
zT7SlfK_k0r*nIw2Vd}i7mo;U89e<_MZb=z5W7Xa%!z`>Y<O6x}?e-(sSQJe#-qRSS
zL`jva^+tiw`^7POkk`87SioO`KA<&?Rc>hxf{q^#yx56HyIc2o7Y4@$I}eJMe?lzz
z+Gf*)Rq05?q#0Vq6TVhfx!{%$RFjFo-=(a9sH2`asKA&$ejjCv3dM*wvq2TiG-!)1
zFnklQxZjV%RXgr!;%nQR^Vd<~bmbQY$O9OAr-OBIMD3=}U~Jk~BcZmQcu%t&yzmre
zQ!8580wo<2to`6cXKe}(mmTyj+`Z&&n+r6ohb@mJCizY8mD1XP`F02wli(QK!k8V&
zm3`+vDsSkV0nFxg8DPFWGIry3DBO^qJ~zngdnrp$y%`?}A2eWA%lN)ee!~xh*akPf
zswY*#(6fyTdUIFkl$0(bHn{#Ow7CHbbx9PgmQ_apyg~brAFVHu@Ow#q@=uj56BkGS
zwjmS+ob^k8VVG1kx-`a0JU2ewRrTB(Q*A0-_+b1_&)uhD1_WTc2pD;z(wO=(@Y5~!
z!KAZ(Ct+TOER(S1lJ4pcu4i9eBYiiY(<SF*u@-82;M6Y<{RKAg^<AdEda#hy)|H+n
z8_$?8lT{>dlZBn9dsx5ph>UJ%;We#m^^PC;BkNh!$Lodo2tj(eCU3n&;!M20O(#~9
z?g}Aa_mI}jeZtZn?#wN(TQ!-z4<Zke9KTl^>IYi0zOtVMqs!QZhz85aRr=y<M(><(
zGHm$O^4cVKJ=H~mX>65L30R<h_an!dLX5@SefOQ(jqboOwYe?&?yqkhl%JJASkzc<
zO8j09ozOjosjghd8Cd@KcDp`e8$A<-r&K~i&N4Xj_3!6X{9-_zB*b>*sm#jfG9ZL2
zV$)W*7t`~)L|JY8_eZ%9GZqlOa8Zc58;Sp)-*RPH6;DVUoSP1$=nZ|EQ?1faHoYtA
zPoa3`SF8`e*lQZ`b*OOXo2cBF@KXwV7>QAWn~Z|T+-^lf5#d3c#Xiz2=8;eUL%FUn
zP58hH5R5bx@eRMPo*o)j#3Ts|S8bw}SPfUK(#=c>7>h>#O$pXDkx-BzO2XABECPOr
zCVMF2b3z$LQ-!zON;7JLhbXca0|#VX@PIqKoCn?IzTsuG!xS70*IKCy4CIZXQT*hQ
z^rrlFnRsU=5>cws5JzPaZdw;TPTFjky05*JFW!@%jz5)NMlOVQM>@Lig{Cz{#mz-Q
z-%;FB!v4$sbaxR$d*^4(0M-24F!X<6D-$+U*bbd_6xE#mx2=qryL8c|C)kB}{x3RM
z`awWsl<6}uD5VT7Jt;egorsK_63W059-Uuscfhs552j2at*p#|is2VGDB|OivD3&h
zc6Jibu#@4|H)6dIakQY0uJMWPK3ta9gLCr>i%(?kPfik$M=V8BuI|cgy*Ecdg$Z^~
zCP`#w5AGW8=UGlC_rIb@eoXjX->OXy?yAA5aftzUh9Q`$@}LDfO;q)FOx{Q!1FOuY
z@B6iX8t=(?uzClXiH!2u>@N|FlhLfklleKx2g6XY`Xa-eR(0B2@hFPbz-yG!onhz+
z5l75Dp7a8>Xb)~AFHSNj+wmfuEuDL^LU%Z>pf#O&wOO-hVbf!lLy`v4F|fBs$${JE
z`&EL!nmX1z2VX)a0g*+N)Wc1kK(7)W{_ki$gA}GhEa={S9+%H`&saiCbmg6v62pRG
zn0YIxY=_#HZv0KVM4ZCkX(MEU|4#cAe0*E1@=3BoFPgrmiNL&QG}QJ*BMs|?qp|PH
z?d_Ahm1kPm(+adbk>&C=p@V&VPilewJ^Rah;8S<Ft2~8jUTC#F`IW4j*RL-$-&$e=
zY;B-PJ~<Otq|QFgKt-$8cM_pIDMiuR;KjZlPyE>pt#27Zb!lUW!h(2wQy`C<LoIF3
zSO$$nsHlWzqQrbIut2KN?6jCOv}1|#Z?_TL@cW@-U}7>EG!U1>@M9cEe0deXC;bWb
z%3Ds<(8O1Wkv$S583P{@L#k?&O6VG2lO|7Ks!TEoAlDcgTJ~pHP5WF8HXG-L5l&I}
z50FYl_hR;_$Qy0=(j$4ll*&T-RN-f@wye50itwBqd8mio>=cqvXYe6IBOTuiSk95p
zn^Mf*D*#b?*f%c0(EUgrdAfc(W*UZ~vLgm*b+n@>jq9*lt)4$^t#a$OKA(B#-`0Iq
zRi7_99$pyaQuFw7j6&|z<YHaoLtDNy-+5Jq+a0At5Bn;rI$npVzHiG~jX9)MbPZj3
z?hXywKZ!VTQ*P2fG+-_`GY5wV@1He+;c_6Q$oBDAQ^?=52XDLHCS|xkl!l+tcbS>i
z%>unfTpo=YSM}*C8^!df<A5A<>4@oWhdsI}56f_7s3_v%1xZ}xMX96%^CPEDni%eB
z3JWFL%{0jtJ)d1V(=J-LJwgH^Q?YObT-y#0njueNqNGK`szjZoz_tv!Nz<`X@4(yT
z^9bPQimm&s$Y?#Zh_`p$eeRb}bFTKZd`;$v{JZK2Hw@GZ2{#|3F|{TzkwWj+c!Hm#
z$llvBo$S=&&Z-tX&Ux6QUzElD>r_R1>Xsymr*ymJq;^G|=N!u(e0+u_*n6Ttq}=d(
zk-q!W(T4#l=D@S(WKa6Q^t6E&`FQtlM~R0o-}ilshLPld#}ah7eR9P4^oRaEv5wUB
zHd2WDSDVtSs>}1rzXMJZe6YHsE4;7QwGLp0u)k+1z`q{Po%%eLZrt_i!ONdHW%$PD
zA9rHC#V|o6UOP&oSCP8K;FnbVul~43$`QLCga@DQeENG8g|-on<n3eGhC2=t*Wg5L
z@QvS;SWDSqE(pk7sfn+wv2$O9Lmz^n@b^e%OF|DqQZF2$m=<LvF+HD0?A8>`B5xKa
zFn(-=wlD>o=m%Y2;s8#i^e<8EGj+GZhA$W*Xz5g-4THAH&+FLCN2?M<gP;4kO_k6O
zbrLJ+i;&tlM~rZ)f|~V)$Y$mu*s6=sHewYNX?1qI6{VC&k-hkx#ZcBNQI=SZBf~Bc
z4*K*D8l-3)*9@#CXFhOjycnJAj<6FYbfQx>)=hCkSQ4yZvq7%AKt(nZLQeUD$5D!g
z47&<o8Yx!b#3ihXB9hmwTKiDAG~GRBSs1@b$H&c@a_1n9SE>nCW6i;bQ<G2pgC`~!
zza+o&>s>d7KP^XoXi=Eth7x=d8S=Lz4xSU<ann^}(}gQf3OA5xlxklB!=Utp4j&{j
z>}f%7@@#3AxRtGk1^ZiNZ-=r0@@qEyJZOZ*{qegSoZQ8ci@O_~nd5W}8m9<iRQW`z
zM&DZ#^i-h@N9{&Y3$JBf*w?K@jF&1Sj0K)XRt{uXty14B$H9Ru@|~~NQ133$r6@Rp
zm~+E_!NL@|>uN2Y=~4c?(5#n6c&ZCEKik~wVIk;JYBDSvw7Sm@Y^SoRQ-8`+#*YDJ
z7lMNxzkjwDC=%@`ks1>yFkZk!Z|?KwvJr>CwMukoh29NGjHm*{P1}Wbp}!^x3<HfV
zB7vlaM)>%)Q|?YnrX#j2R{gy7vTa-uZ+KrahRdHTlch~|M@fJXhv4iAy7J;w<7f_k
zv;&L1nBX{<>G;WQy@z+pbc#%toC<6=AcNHSIBc+%?F9~uQ}}V;v)y*v)#oAok!)9C
zodhf>!6&gAk-H<d75=I7^b6j7*JM+$)^=gZK$o5A;~FBC-G&$RfL*e}c2&wIm|eL%
z&h@2tzXoiE*v?`-yR5Ze$+{pa%?5lk+X;A-=uFLUg?VB|IrRC^V4b4Ry0DH0p9R7H
z1Zvt6a(>k>QOJ=LiSB3o+68+|tcE#6+1hy}nFtmN5$^x$7pz^AeB`4z?vsD`KKImt
zs=`9ElMuid?I)!|gDM<jfGRwFn&#%Bo4xU^SArY+_Ic7hav#M0f~__IGPWg(TK@3&
z<+XWylx5&8bphcMuWW+A-<mXp7#sZu@iQe&1(A^5XBA$+g=>w(lygf`ozJG@XGCn|
z#JeX}q&8jgKBLupk#-~!BV*5O^jEp7*=JZu=1l<YwajA>FH(C668IsmqF=Z%dBh-g
zYaCcsw<+D2@m7QFdwDFvMTjqI&K>bX3zaG5$t8~Sj$M&Ujbrfz+vwKg)qPJdmh%_C
zdsU-c6mwFV(Iu3KUNuuE5yAmE?aG%L#P{1?1Y1NVi(7QR5)C6(e!PymzoBsU5EDzV
zLg0#n0G|a)`dM#5?0$Q>W?@4)A6{#_RC4ZXsS7U2h~Y9&Y}QipcNaRc0S)mA428ow
zT4e=p&)AF}I9ihg%=NJUXvqtbAd^spC<gy%4yZXtkvzbIeYrFxS9xnW*HQU*qhqjH
zhW2`$Ac6_G#+E^`KW$7ik!HOtR#~tT$<g;TNO2*}AmfxSU(xJ*;(E67+O2@3|H!*K
z!YFCGkXx$%MCz^C>jflgC+Z8C<Hc3+;O?|Y>*$u2<2RglhO^6a((XCCZkLFBd=|+-
z(Vtd_>LOcs58%dD?C9&MaGU)js^L2xXhaX2-p}!vUp4&6M8oTwr&hdQ$WgL1-^p1_
z`{huSybO6`4lLKX=Gf~j<m#p7Am9K>tZDZ+@R^CwfxP09tP?vvD>9(1B}7L)WHbwP
zE25?f!wpty1;S0ifNUo9EHGsZ;hG7AR*&F~BKkcGp!A)@LpAtxbXd;IASg@`52nz#
z;<kLq(^Uz<|Hw1;GUSy>Fnu<d{JvQ4Gf3`x^jZpp#MZpT8n8GRq$bQnP-Lf06BhXm
zLeUOhjYfl6B0-(5Ppyef9YY@@BicD|C3n$sk`UQ!|IP}}nkdM7(dS!DD7K$qfn^SB
z$w<ggu$6lFlPWX>=<4rid}jwyazyUT<C3k?S|D9cp9*~Gj4(yS{@4vJz%V$CLzI8O
zg^oO|Dj}gXN-knb1goNVNHDb(rxfle0fVT{IY(ne^jfp8J_3}H{lpac?3TGJmg!xT
zF(SSb6Rp=2sfmnp9w7;W5!C$9nxjcvfF+{EbZODVM(^V;^aH4{o_(O;rD%v|CEbHn
zNSv{x864e-wOrcO<8w@+ag2F{PEeK%uP_Z~1(VmV_|-1~gyj<oNaHNvazDm!GdLsq
zf0B(lLO!ZfypFL^p&~iaOR}5`I{`QfI|k|7Cr@>WMs&GBSuwF(AyJ`Z6tOBx8P9vw
z`DR|ali@Lb{t5ZjK^lKV9dZPoR96}O#(}sNZ5xN+8^MQQxEa0?-K#Or=g5fHQait<
zT8XA>y+^P6LcYa-rJPhNV^n1|Jjjq~+9=H0Zic}{%n2e{%{t|Fw+WEz2-*KmMndbz
z&O@|gj1jGJw?by9p)#VqRAbvR(4dUJcWLH*o+`;$lzireH^jaw<U*c;AQp1Z44%9O
z_H_dLn`sC7X$L#8{jH43z=L#D5xVezt9{Z;FyYTqlIRt(<}b)5!ZRX$vnsAL7^>59
zCekcu8ClJU?!%zgX3k%s@%bf5v#AhmpA=guC^9X-NGeeGB1ajOlhlz`1WBDIO~W<I
z^FU`mlZ3pM($+r6*T5F6B7z6eWCl3}y1r(mj`{1|S!Qcl@e=g(sMLTCWPor|wFacP
zn(&xMVLujJjz>NNgU(HWv%83Cc;ZC5Qo{U_!yUtK<Ck+hkb%=(P)<YmrPPZ(+N^g@
zsSy9C=Xe2~QV{66<>%O(FV#8ms-U~?)lUmu$^k2Am{5<n)#T80aAdV=K*arv&(?|@
zvP%}tO1O`mBdMVa*SPJSq5fkeXpIs{&FII?K)GXlE_45T{t2?V3Cfe&7WhH3emDaV
z=pWkPC{#sPQ>Kb<ISSz<SQ0U-Z~bwtTq2Te8jsG$Ipax9kj*;y(YqI2rrF;eU<%oU
z?mgh>U-pdB<ykQ_o%eHDdCM*|stvm<{njc=E-KSL7-+S#yJs<2IY}HjRna%+-Kb^X
zcXl}}syKlIXW%6YH7TNT)c{Pn)=8!6FYxW7@4Q6zfOss93RmSsQK+kM(RXUtWKZ4n
zdfn`LU3?tD>RPqPuL@ud_<IE(#M&$xQ|@F_+f`F--4w*k^H4cmN4P0<mj{>JPUzFG
zh6}pJ&(2wT@aIt)P*g6s@(TkqM|F!-i4C%*b&}-oWaPfNVtx;J`wE=+5@n02&oisi
zyNDv&sH*FM1V}QSiBy?8);>Z8#5$KS(HB5Zx$$bj1XHyyzPjCBSCMK_e9$OG^wj)5
zjvet&0kPIT5^2!^w9sla*<fn(dTMR&sDZq|5$TuK=v*N!xCmbn$fa34@8$j9qIBi?
zGE?A(51Mjl+Bh~K2fW42IS?`2)?4qjwjfH#t8o$mf+8k=$PL7UX{b31zv<mrhulWH
z!)a<5tn6AH{;V2Y_kohd0x}ZYLBS4rRMV+X5KC0tFsWzewP9`63$~alYFmdWK4{>o
zZ5&#Yd|_^40k4k<Akfo%zU{2`oG%G*%=2BU+tRu7394HguPtE11AfvOD%F9L6T@iz
z%4oNy+@ebjQ}jxuHOa+@9?-2K;dkp??JnPo$?CRj>V|2xp?`J5PB4BomE~ISgla+G
z6P1-;A?(QZ8>Gc{Om_z#bitx?PAl%o6i)$trRr2zZ&v5dMggvR+CgtmAi`kiG}DdG
zyX6$}ncnrwX(7pa%GmGD+Yh;@*q@ma-LHjOLsekC{RG&2eIQ5}D}AS?^kQu>SX}KP
z6YGA?`2MBbI4f-1jd1;79?hlsutebSg*1KOeaKif@u^Ea17U|0HHXjmK!Sziu6Z{v
zVaNA8kM#}k$GuDz&7M;l5#zu&rulEo``%b4ydg(Q7+Lo{ym_6ZsY0a1_S&RZ&9y=!
z5W6k)db6dZ>v(8ck)nzh;^^ndIv9M4#JXY{Es%Z)!g7|}9(C)X^wUxOrjc(`L-@Z(
z&^@UoE)X|fGB^P-_O!#k4%(d2Fc2VWNnquL9%ro`-`~J?@Qg7}_TC-W<N_yun(=&F
z?~0wkGq^W?cr|(Zz-7{0e)4#93Jn`OJV~)7=vs#krAZa){U%MB=xlS1eI@*~kdVGn
zs{cHGq}g?(B(Rt8AhJiRij)C2D?f8WYW5ok+4y?;_}vcxLu!~X;oLX#X=9XIdt%6P
zdZ#X9w5}GVUfy~`Dwo^m4;X)r4vAp_1UZhY?M^jYyfwm(dn6?H_P(_R44-L3W)gat
zZHj*gqlM{4qL7ANH@(Y!quQEpmwF*^*=Z7)`8@_)3O@OLU&Wzf^SAt-i%7ud1cG;g
zLp)o!g#A;*IuO3Zw<CmuKj2*ksIJo(F;5yYV$-HI;{ktp96#;Zi{Fc`@TIR+BUcGa
z0z|VK1<!AliwBi<(bDwz+Ce=#(1ijxjZgl&mFdwnhPO|rXDqUM)y@~5GWM%GK}-^>
zSZ(Hau}L2Cb17d7PEQs+gBHB47A|GVstEH)@t5tdaRUSA_2mmE(J!e<<w_*x46R@f
z<P$V?!1zQd$pR~!^$SmCR&46u3e9l*_JRB|6J{lyt0$5xwSsjD%$3V5Sz+J3J${#F
zRh>b!k@W{xdkZK#Q!<&dJbyzb%AnnE1q&6B!>@bCk+6_>zCKo8GW2Ks>NM6q2-532
z2G~PK)lcM2Gw8?+Z8GAH=;VwF<ZSnCcur4Fmqn=bjhC^IX&1bBaj}8jBBGVvsm7l+
zMef{c!yEQwtHH%nefSdwh|$jR%vhG8BJ5g$0F*XhD-sa=tY970y}t2h>ym!Yt!di!
zk0>SGiV=4H$L<;->0&F9rxp)MhUtDrEtq&<_dU_nY(l&6;KEcr3A1th6yCdr8`-!m
zHknW3vOnHyzz=pNcge2SO^^Yq-Nh6$8xlH@co&k}emKqJ)n7&tXi<`(PP&Bpovp-u
z52m%;sYC7H#+I#>^u!&J_h@H4GF*3(lSG(oVDkY$k0P+vICy+p;3H4M$0)x22DP!}
zErhZB>T{MY?COCvCITuz68=}B&h2B8z+!RW3h~LuHN|9})0`zYh@|c~v&WI#x8qw^
z!NVHIW#t0d@`jVugp+l`vzN2`Cw>Q+{l}h7i=(QLH60I$LijQN8O_FK-*_h66F@Nw
zZGZVev3|Gp_fZA$cHKiLQ!tAv(R*ecy~W4P`TQ`y8bJ6BuYC8Sq)u1}&pXntNKV~5
zGtSd1s{_d2gUR}{ri_@0z<ue-y)<Lvw}u{d8Xp`F$I_NF-!>l+L|F9|dhK=|B{UrR
z>7HYB&ff7I8_q@e{yiCMpc7wfplCZkl*j2=AqfO@-$x#`Rvzm!Tv{IY$*;cUAwGWT
zLNfCEoOc#`=zefudQqkeEhV1(kznlg>zD-vAS&{le+&`a0YXK(?Ydav8;WkpcfYd3
zFv716mA0q$buSMDFJ1sJ_fbE*g$bEUE-m^G?#=cgznA1Iq7<?(emQ^co-^%&f$CJ)
zDDrm?)qYw#67$8*v5^q}5`^479&}=!9^HNb?$apI2X1(=Wz6nuXi%sKb-kKiv`u{^
zA+Gy2LPkk-#zsX=_a5rZ>z6@5<#=m-?l?{NHjdfO+-?%qMd<o*-gVPovURj>$P(0e
z$N8nr)n4d@U>@@#g;oHVVrdns48^=HD6IzK)HG>@03y#1FmXDAKWZ3=(7d_IQaD^+
z-!>4=FnxPZyfmCll=iB6RPN&rE?Bs594logN~#sTX7`Cg_c&bxWZ8UccAmNM9i(pP
zu~_o6un~VSTXrCYHIJ}Sk%E%9Zvxlnw0(nh4!2#B3P4((Nwx;|;v{2+^~%#!y3<7w
zOQIZQ5`86>`78MqIp3-)AkAJA(>}83H?+rN<G<(Z-6^UbR4!S<U+)u7608yjRHO<i
zcvTM0=;Zxd)cA%;mxYwW`(@Mcnr}s;<CNYL@~2a8=Ud%rJ$EdWM#xDbXk(8TgCG^L
zSX8og9?_o$b?%tNh$OyEfZt*}rU-EFoWEYtSCx^~XL0j;e3s+3s$wa(E@`n4sa%=^
z#jh7t)7bFz`&`)!erco$jHZZ=6w_MTw@>an_7Pm`YpKaIX9xt{c9J7CDxMJ1y0xUH
zPt{tUUAOe`Dbv(n5od4O{5Z>o&<j3HFiddXh|$P+cGL65iN5MhSxN2Gv$Jgh`gJPn
z*zwvues0<fp3bLDR$2tXxl1;SEhYKpVG^Rt-Spdi31ZT?b6GPxR-scyR0gKrbaLk1
z#I^k@BSMRd>`k0*7raE{nani1Wb28dG{ajrs?fY@lt=^D$rg7W{`nTPZiismyORpC
z=df6drS+#LM7{pBiZnb8gWdC+5x@oE{%WQAv=P&jb>j)@HODO@$hyodea^y2g;UnN
z1!qexgtJ>W%JK-u$V-hW&tWR*dF2NQKD6YhhT^%0e*(U_)z(Cng7PGhRJ7iE?)aZ4
z`K*i5spMIP<Y}hEa9wD+ZP*AcT%U(RC3cJY;OR8Yz?&ZVl(^!!!QxQP4Sy1?2-I1$
zD(5Iz`$2?P`hF{GyCh&bfL(YjHGH>kUusKi3a-)1?<*f8=JNE*BM)h9f<%yc$=DQ>
z!SYCh<aL}^LKj0`TH^F%vmv4OaV$>?=yG#tiurT5O~o$jVDXZ@vfb0r`@bo6aUYSs
zkw@d=BhnQ(J=)pz$f5H<qfYg6wP^fbk_M(gPRyrrLj1Ny8Ky8dP!zJ(ZI^=~$(sP@
z$yc$WWR&zx75bsD<4V}ey`WMc&l4-vbc?;2&MoL|5#;*@=+lfu3fJ{k5s2ZYo*K-w
z>aA*m_fQ!E_4&R<ZEl-oN2Tvj?Mpowh~NHhD{f~TvDYug)NKo7-=$z=QeM8l9h|d|
zw#~UJ=-d`0j<J5KPvuK<AmD@DLqE9WM#G$5R_r;-q#Ebqym(zw9ER)K4}9W#d-F83
zQGj!BxB8{vT@LNF>ViuXfyAzzqC9}(SSQ;!KD@SdTiQ(&+hH08f=As0<6sIm&^<2n
zeHYT1qckl4jlK8&YJzR^eUp$t5?bg*O6Wy;lP<lNNDYEWQ)wb7UBu8!D53Y>dq6r!
z@1P<eAPUkH5DOp(h{}#S&vV{)-q|y==A84xUTgmg_qywKf3MG{f*~V2vMo)T^T3c_
z^gam@@3#7G(pjr)DA{X~SKciu(Ee?%!^Of7S!SGLg1jeY&)dqo{eCDJ_bSoXmqfkS
zvgRzci;v%o@!93NuVvj?37C!HV@cdhtN3=h+xX1(>|@90m9x+Nl-IxSkBh$f{^hyx
z^&dws@4WeOyq0+V=jl$vo1bU<&#s^UIQ{(Q{2a)r0;IrUAX2M9s!SD#2rh)&dzFZT
zQ59x{3#Dsbg@|XWl6&C7SPxf8R2kK%5^&)>Qfsg)nQC<PxCmkIHBx&<b*87dNa^M^
za<5Ev)=#)7rNcGK5Jn9Silk^wsdcKPObs59q!>f*b($hZO#!2%So7v}y2eaRVUPWX
zs(+=het&L(37=cp|K;b_o~dLZEh5XXG^vV(7#Znr)bQ#vftlcGq%T3^;T0He!vLY8
zBp5>DDd@S#Az=||>6XZ7(uCZ+1jb~BjNh;pUlve)K0Qe#UV|jAHou{<Jpy?F+tQN<
zqV4$A4ex{OZ5=J4oXDGcZp}dbY`&m)hQKJ8dbGgGwj98<%KCC+M+eUIZWZ*N0BiAv
zyrVpH_>_9O!Tk7Bz1OxjzObL?>k8{;)19JL%4U%5<SM>cGXU1G*5zErq0I?b_7qcJ
zBf6}{!l~Cx{JCT@V^E?gTws_>8^I)YauvT8#&!<BxNKjj+q}(_^-PBOhQll;$dh`H
zo7B|<cnN}j^s5`*%|cFpFjBSJpbE`x$QtW;X)S@I+PsVv4LN=pN(JK7Q9(KY79U~q
za6fLyh$S_XUg|JKZCPJ)qt6WS{3^R0Mn*f$w4&&QZy3m>x&UUz16U!k7cXLiYIEOr
zGIF16cE7wQJe{M-P)jcc$|G+`VXHyd97V(9TnbvAz}xJX!8`E0l0uOcD7O}%R&zb`
za6OId#Jnf9gKsOO==ha~$J47ZilY~vqcGtUTDRjvNInBKFn`ENV0vc)cbd0yHIz(d
zdo>K9#lIF#YvH{1i=1Q+sOpeBk9zQ!XLQIWH{5e7_^hR6Emo-YZ*tN++79JlgG>^;
z!Xgn8G-MXV>CcF=+ep&kt=ddBklEo5myO&{RiHED-o&ly?ro;q`0fz8;eB7)-zQYo
zjfm*4#oX|6j@)^d<2fR*l?!-Ji*UPM84!OnAY5t&h)Jgnjh?NI;e^4btG0{dWZpYR
zAUkJg7zo9AUJeNA>r3IQ+b-K~TsC{#m8I#f)wv(R8dQw$0vw9j$T2C`>GOkKUstui
ztKO}bpg>aLuI>58n}-j*sH)??*|*y?C9~@u3Rr|ag*pTs$K45>`!;#q(z%NUwi<cy
zQ#&ZNX8A$C*WUSu&JV5k1p#RkXM&8|KOL^Nva#Jyq(gdQR5%-ik=0#b26xX)wQxIL
z`!DZyj0XMutx4M~bY8PCa4TyK^t1SV*iX_3!iA8;dWMFO(5M*fIE14=z=(8w7lt9G
z14sR%vRk!ZA}UKYczZq$lMyR;2H?Lu*Wr7B6iiUHh@Q;r3o4zm`>viwtaq#K=xJs1
z1nk9wKz{Fpq_3?<FP$&EZYeXyD*3S9sgv?t@?LmyQIH0|-1JH&lr<7GW8!kW8lDl`
zwxSZo<@3hZ8E*oP&=!%)s|1jkzf$eJt-a!B^yzfVE}we$t*3}>$s4(Z0P^|5woily
zVUGHh9jspedB<wQR()4oxdu`J(0qAm$n298{%n8jkxuOA(q5O&Jw4}dMhA12mj%Dj
z44;0l)SXkTJ6eqr<@-9%e?hTc`{eyo(0beF;Ec`7jy+$xn1L;PpSKzwChuRA?9F*~
zpMh%8kz6fHjp(LI7<jIaSY>aRo1_Ck@(tfd><&OcR{LJ(LP8O#MU?cfu~0o~lAGd4
zFej=ILZqq|n^*R*_k?{Q-5k90v5J<x5<>#bOeJT*7{6Y{fa!hf;3wLa9MkrXgMe@<
ze7zYF<GKREliI`vL&kZk0+j-2i1ke~NRZ{hqEM|bSb01WW8#ThIY4fZO<AB>Dk$}Y
zkrH`cafM?w;zp%xEKy++9ceV6qO@@EF4F-n(uVz4Jo&C+A4a`UtDRW@z{wktoGDd`
z%;O8cyn^5<A$msi$vp0w5S4PGJFStCE*&+ai&3>$0#q=m`oOR#eT<Wg`gNxM^==7o
zwbe2S8yynzRIkhRNMaEp3!vs(FGEHIFjv`bZ~|8t>$6%U8r=c5_}WC(2f{q-$)Yua
z-?KJp%&n_u!UDkwIz-d9{NzU%1ZD?x-OMoUpfLY1Y4)KOV*c_&FAck%SrMu)wjw-$
zaXo&OJU6&whH{~ykn|({&sL^N`_sl;{&g9ZHSbiEsEh%DkLapookbYLCa-uF7N4J0
z@nw1(KLNSJ3OdMcG0I;BXD7@#X`yzES-k*T5GNA{%(l)g^XMC#`qyks`s6MT_wb7M
z<-N%zXZ6<uS5Ty(qnN5i-QV-heE+2G;G<!dEkA>mj{%ytq$y<`KL1hqfz*aIRAu%(
zA#{^Q=K)DEsT0=`)j4X2Uj&p#c82i1mCVq*mTZ~Sf{}j8(V&+3L1$koJcYt6+auIP
zxN}iJznsq6Z*1E*ezdgzrzBp+0mC=$0-W(6XcJJC=qht?QS4F1b$EZ?008tR)|{p4
z#0_j`UDC<y3euq-7C#TD%F8Co(L>$7sve6rdM#v-Sf}aJg#f+izX5y~aXxu<OYCVc
z?@q99KbCXGTA4e-u9N76pl!ni$QoyQRo2IPE^0`*e^!{bt=K1N9bCU^NH|$`CDw?1
z?d2U_mxg0pALW8-2yC^Do;p6sxi=<XXq6st_@iQitk&kz1AjidzC9)0{c!$rf9cnA
z1Bzh|Kx+5Z5KgKPT1$sFX@}hKU_}A%#O6^@H%G(;|3*2Tod}vsw<~Ml&VCn3yG31&
zna@6`-RHSsC4hJ`W^dQ1VbcMII8CvLE4XGou>sD?hjvKFyWUJ*y(#c2qAxWp0|Zpv
zR@>qpj3kKPAEqwDggU1`oeY-n#rLZQ=|0$Xb8gcj8%sa9*xi#UMt`mmSl-3EmbEII
zoUm9Nfo=k|OEt~qW{5FWBMW_v0n&U;EUg9h{rW%6Uod!oj3IUogkSf~W=MWOPBzs!
z;yY3hpZf}Ed&?g10_+_x<=`5QCSEW?$^?s5$O;>z&eq~@(`AxRi`XztNp|hunp+01
zD>}MH-}7@_8rr;tvVvQrjM2OWL%b|=UN4M!(Y8C?iSh454g4I)OnVGrvL@<4qcSBN
zCYu_i0KmH{Gp?OVk#IkU@q2<NRx}x&_Y`(O!CxV+9ji;eVg0qMjM4Pb3@++Z=`=Ed
zeq{T|yIJfCaGI#NVzc0m$EV-mhF5tKca$I})oB#Ol%w=P)#pi~=x!pJ8KH~$!jZ*~
z93Ed??Ua6}w`bGPz3}$wK(aFK$ns&)+7pZRo|7C1B$1x1^LBW=?{{nw;_;h&fLPsT
z-ib=o*++kTAj#p+aIWXti9V{H4BuB^KVn0cTL1wgtUphAhZP$G#1!~`K8CnP4elF?
zwYPB1?_XCK16`eZ{K>CjI0@w$)$m+#1pR=-WMN>>@}zTWx4+bxPx&ai_YtG)ou;zO
zJv&08g|FF%76$IF9mcP^JF-PWM*KqGTOr+&4eC$iqy(mF;W{iKO!voTf9{xLW-NVv
zLPoRH4_TydSmL}V3eh<w+@}^K1|ZBs8if0TuL1HtwBo@zs^THnu#tUX&<^oM7(XQZ
zn9M07WVZql<!A4Uux!O&CX;w5dSLo-0m8cgB+evpweY8-3A>s>g1g84bOE-mO`;d-
zb<{^M*p3w1<|Jylat{^Ot8&-DE;t?&tb=ip(}q%F?wC81=$SY~nk#BnBDEJen|Xp9
z8$}6~Bi6o$;Zm%^j=->6k??44(4g`0Uc_{9pc&*L`qo1~r0+9rh}EV0ewbUL>rn#j
zLdEpN{OAY1?Na{HJS7?dV*Yk%Nbequys^py4RhH0OI-EGn2ykEy5@B8+tJT2ach^8
zC~Aj<uRa_!fgFs+$TYc{i+i?n#@>M5Dnldf$2iXmnt<9F*lV|7r<@Q2|CsdYm~O`)
zh5c(qCp4e%*zS{P{s9w~=m!yqu;lG4X324lbpG?6ZqIbWp7X~O&0tG70Y>cs=YFtl
z`Uq3hy`p#V(uC$;{#$L8u~_>AP-sHwfoGL^OnPAqD?UNHFYW?A_6Q1aM!R1)<ZqXi
zIvYy_tS6QhN7;GCwcw(CFu1%+5OJtQL}8qGve;G{kaC=#YDa8AGl?#Sn@bEJA(tX`
zs_G07OY6s6@^iR`kIq@-O1?|m$OArb7I<2jJnTSG=$t^G#gSPFen1@2v&pvC549j*
zL9)`WcBI+FgaPCfhq+QoVSr|5R!HIP^LtInXAlZ~fq26h4r8l3pWBlhFn*w$ZUF5d
zxGq-{f`!~O)vGw&ygXIpl>JTshu01micC{xjI${8^<zTFzXY4<pw;?Bl+0N?x%oon
zV%)7Vfu5Q4$(crgd#d91`l+*g#Iv~8DdeNFG*PK$`x!c64&hdr#V`SRdfJt?oa&ei
z9j)MNUxl<$exCv6a*jC#F*%MY!577&Y^QO(0e9WTu7A1<##u3OiRsIh<kk>ncj$7I
zGC_P};;mPcX5}niz$kd;M05z|J9{8<OMIonclBj%&khEbo`11FX>nX)AqLER>k6xB
z0n)!9`^y72nauA@*el2!QOVqMd<^()RThuA7;!b(?GEgk9LI*s%{Z7*KH<Mg0%8@F
zzN_XoVx`Es#Lu)84xNylY%L^HEnWrWUGXe-Rd++c8H!BA%putqE0v6pd603)z3~FZ
z?T|BkiGhlw>~=Porc@0cIq&C69g=N19k!LEYx}LtZb^r~B+?)-hw*AQ9j=tbqD*hL
z7+C_2l=a;jPkD~0SQ!@AiOlaEC~w&*-bGS5`#~;iqey`XMHYoW%0liAR@e|JU42)G
z-U~5oN6gV%`Nz5|XZgit=e~BlOdXPBR#?eSNavEE*-arP$BZ1URp5<sgS%j*_hBwu
z*`y)&=BLpWu8^z)#&gJUHOWSG!&UHcW`rfGsCPQ&5S8@|FTN~?2^757bG5MC0X!oR
zzB?aJQk3+hU)s_W;2K!*oZuU~3I<n_<z<0ezmZ9z5jD;X+9?p<K;JdN`VDy%s#}nL
znK+V=FoCQZ3silLcmrdsvW8u4FESaAjw9Z$jR&~NKXL)_;TLrANwj57{1CGH6r>zg
zcBRsE>bMh*#!p!n8w1SH$m(3r#zVWxwh$RJ04Q#}mQz2M`+@{$p)Sx00Z<?W1Kric
z9|=@neC*R8IvGj)y#Cp0fyn^Bi3-jP-aHvvTxtR)CUvyz%jA%y)WDJ;)++0&u&7C)
zAM!197ZB%T?|p-GC~X95s@tKF>TWblt=$gTqa|J5vrMh73qaNKm)!n7_rYEl+seL(
z`ALEmtVxNpz!TZcBwp?Lc6Il++d$r6uv}~CE)M`%cI4Qgv_SO<&~b_=Gs%P?S~}Eo
zTr+BvOav0jbF8Tw<8?4i0{0O<$Dy`(%ZSMiy^PK>bzJ*Wr_S!3?-Dj8`<>paW>T~k
zPe!`R9<>(Wx}Ch+%*86zEfL8J(85WG>m{wP&J+@p-9;%?@qpS)1@N9+mHBEr_YH(r
zU@M<B=@V+ZTc93*#^VdH$7+b;4QUAS70^ZtQNPt&GU;85;yP4y^cTzE*Y3@{&=52H
z_#Cj>M^s+3m()IkN?%csG}YufW&~R8dW28*T?YZSCLeXYdR*oe_QMK>!~j6kj(TU{
zCQ>qd7nt^lR9XTZ%6R9Uoj+$>$0_{g$t3PhYS6RsHt#-Qes~EQ(|^30Y0%e{e347=
zMtrPJ(B;=WYMy-Q`mJiHYHt_Fk6kER92pJLOveWDGK-c-s5bZ}SHxD2nJ0Q6YxwHx
zUXa+(mFlt|Wwy7!gQEzCk+sj2&Om8{^x_Gxn*PAb?8cu8VBaYofL$&XU|0>I8KBzs
zRzH<`f7I-LGW+Z6B8pVkP%U=E!<D{w9zp5ogTS}a2dJ6HEzAd==(s@<vX*1I=ez=0
zXuHz7RrPc-YB{Ig^|z2W?_rlmfRE-yqrS?DQx84E00qLlStds^1SXA}h84^0!-@fj
z`6<zoNww8(6-Z-s62omVHP2~PPE{ZY25^PG__}0Cw!pLcraobb+7&F5wFdvn2T>}!
zXP22K7s(V-zMGZJGAV>Y-eb{0-+Pwd(wt0j8U@(~>w+OaEcQaD*MlC*`9s`-GIpyA
zA4*@KdCbXn`=UYabBnazR?yXT_uTxcc<#<YLxZQ&W;bi9IY5tjohD}b;Q(Mabvj%n
z@~o<Ee)jQU+HB$6QWX>5W6qurvs!>TeKqj9J{`B*K&OJRHNtb2X~MFw?mV)%?8;*f
z^?05jw-=VIx&@$Fg4-=xf!xZ_h<&LpA~$7mTwyehQ)g=awlKKdhDr1GoEqx+fd0Me
zQ-I_$R|46Ea^HETWHF<<JR0IfVkPiJ*YfqCX?ua2KDYVl`^Fp)GYrd0JOPV2b<82L
z&olG56Jt3yNx3wprwedNMXaW!c|#ABg!6BKljAuy<wsmJ?lzFWl6u0vWK&#<nPu&Z
zcq)(D_kzLkOEHhZcbB0$X^=a-ONA4K1*s(W0_qL={RZa~3`}3{>JP0VNB!(xNn{S0
zKBnfv0ef%5h*YNh2C_|cCT#bBjZ1niK`Y;~Nq|4YLiIuw#?#wz<>&iVk<`dLuL9t6
z-sEZDSD5w|nSoOsxQV*vSKEP(XI<`@3<W{70WUs4f9y*Ycb4WQuP<JhGDCu>Kdofo
zGnKzBL(PB*ye>inbYzA~@ao0`ud!Jbp!&StYa#M0bG>Bqi(jEPG<t5un*uJZzP=vD
zw5cRXGq*u{NWui(yriwl0Debgbn%+<=1q}z<`}iGcN=CNWQSDKmt3_`Mr^1ZRkalW
zcNh?dyv|n0-~mv5kDykIWKG-LVkAK73mHg|^OmZ_pA~_wxNYppHp37DE@3NoWvxeh
zC#Xj)%wsdp_I-Kq`^x<H)jjWPSKinEe2-__ZBpKCw%u(F-j#08-|g(#?OxgK`MKN2
z_F+Kz!;tNVk>C$w`5z{FK1{8Ac>43hG~34+<&Sf=ALoNVE{cHvv69FN00WXhiT`ya
z(S(8j-(#Qucl6c2xSD@spWQDM|G_>7P}cm-U~hG5>+Jevu<Pp|_|4TE8=sh*dg9yh
zln|4j`-{Q8yz=JXGuR0+`Ckln;Pml7F|x}+#Dtjqm?sJhAm`G{)oJ{NeU@~6{fn#l
zs}J<B*{*av<*iQPzvF7AA1DouKdN|kUZ6r~1l4OMFxXwaIsb4q@u_NgdM(v2YW`Fb
zYZe;p24h+ETZK?nH)pGdqgxA}wxZU`le@m&h`c1YyVN!P3De!}a<$(SNesL8I9gQD
z(_5Bcu;ZfQbtOA>SEo#qv<`Px{bjIolpYhZr+zz4;A+}F={({it5@=|!+(|<>uS6M
zmvy->5JAxwMqsdax9@L^=x4mIi$B%ds`4_fM)^t^Z+93vJbU`!)q3@Gn;*Mz4}rmM
zF<f$8lm>Vv{r=75v&x{JA7>|CBhQ}oZvFiEo52pIZ;$aI{!>ZRnR<Arvc3AJk_flw
z<A`MO-99hkztBX(8ORm<hrz!7S0yo1D@J18nM+S<<sTUAn{i{TQ7>`o@1i%8>jlO)
zQ&3t0Z&Q!ubl;|-Z&tniw@PB9z`IPRbeD1=i~Op0*%hVZ|5i!#o_E>G^MBV-p2NML
zOj-~q|J9-}d{6g6k-PjJ6#&Dr1S@Qp72Juts0NQKlj<NrmMeQPS5(a7k|=$ML*xkt
zI}xsH)t|E_-q+mdgh$oln~Jt&o979YM3uCm-G(Zt?^;q{^$V*;s(551bc}jHRkdS)
z=A-{C=pI8=g3i2Qi!!TxjY#VbYO#GY-R)Dywk-$9_AhiXp}@`uAO=K%;(sCKk^ck-
ze&&4}iz@t|BIWa6ot<Ms{t`YCkn(B|TodDy{|89<YoL+e%Y{HmN7E4~>Ax_vORw~j
zUjMu0Qn*5(r04H_A;5wEAmvd<f0PCNVZSi6V|aqH0P!C!7Z%+n!gAp^J^#g_ecOtW
zx9iM}G2(raBYTfnO)I>@C|BkooK;?s|9MF+@#{`Zvx|HQtVlku8YTEbg}$Cpc&9^0
z)?ekqu<BdHJ!^v06%+8-8A~mm<~@%uUGm86tlV31L>e_*vkyLpvl+DG*W5xVFM6b*
z-8P1CT*iSy9Zhd1pYl7dOm%!we-faC{i7^6L`8w?ehD8%?I-gMyS}o`x8B?RBYgaO
zxs0W_4b*ja2)}z;qF-S2xbv6r@wc*oa(m@+2<7kPvOQaK{aKGv?!Nq5SHYdD%0JFH
zKW@DFtt@!HL-MOW`K$15%V~EnG+sz2HjM1=%KH_2e~NHs-|e+1BsI97T+)-V7)6^~
zNmwq)H#jv!WkP`fVNSY|`&=uYj`50L`PUMZ^{!x|RjG-cl2}+{eihzbB9o1@1a2Tv
zptsg(-gYi==|^-hnhf#V`)^YPztMqycQMKS!pRr{5C9vH@vnJUNc;bX+8{D2`rp(B
zxPRHUi~p6@|EGQbKiIYj^YA~}wpBnM2$1UE+xB1ckU;B)|59fV=An<0&VM}*<^Mw-
zGGX8Tf41$vamc7Y>I{8=MS%#0`Ok1t{2ESX!fBWK-#G2?rZmv#iER~7ole(ZzSe&@
z?Ofc#3Bz`e)P*575toFcNdC(R;Y^uVm_}RlFOmbou=#Vc{u(w`?)FCHz%O6xpXKZ6
z^z5HbyHRGcHyfJ-<H#hEiGKUH5u!A*CgI>8hAsI5$M0c-co2q-ql1{@^R%_JIN`LL
z5{ssyhK6CFY+?lChzVV!I}#o)M4(9PyZ1|I-q(FpZm1gPF%w$&sKWRh4GsRc(@sY-
zwo7vj6HTP}M%YlVMX&`7t|Kg8AJggjKd0Sq<4E><-217q6xR)hTmgb{B#BArLHlIe
z=iw{C1d5PBf(ZLyIDsNP)xMt}`yfUx|23t<v#L}{w|w3J!f7{t5Xu%WGJq!OH91!^
z_~UCGl@$JE93fDo|6aarH6ftK#OaeN=`w(XaM)y9j76}==e<a%!%u8|+<n&h;o6Py
ztH$clQmY{alyASHzSXa=U$}prRIK!5;f_gmVv^zx5!v$$azN5*#&v#hJ?Bcuwm4Mx
z)^R_GL-Io9&ENlKOW_o)PUlEI_Z{hE0Bh&q+Lhbj!?f#}Wyvhg!s#g~S0&S<pGIYH
z`zMIV%!hEfT>iQpi2=OeFO?I`rrAvDby;|l9Hp{D29;+s!w|Xyt2km>q_!sX$`PkI
zNd`ZYLeibfvzQIPN;6tV|2(n0sc3F7$Rpu!v&lgirXu}1W<-YxmS%Q%1Sq7o_be)`
zHzXkeTq#P%D4pU?nTpf=tqk(-$y@ZX=XUPL+&uFMj4s=3-XSkpz&nzcdxuXTYobx|
zsWmyA;EJkTj2vY{UwWzo{teX`Q(Y{Xn~*@e$nH%`()@#}M_xsGBux!Y_$yR?CcC$l
zLC!88+p_KSMP#3R2sr=Lnde<IrbayO8sGIocB1}L*GkRjo}_u+t)5qzua<8UeiUN+
zxOMTjsb_C;hV&z}h4xVgaC0w3sB!K7$oJH2Toct@p(fVYn^}!$=E@E%fFbe2!K7M#
z+*EH&>5k!~)Ec2{##gHEizJ@Y@#2(xn2gj^@=&yt^hSCzW&)*MS3boM(0wRvQB&rs
zW_CRuK4u#wEORA0;jzI2^jg)8=Ql+oeHHGsUE_Vl`t!Ta>%01DpV4|LUu0|oNJLIn
z!x==H9!I{Z<-N_I#6m^n&$mLhd><ox`ZlQ#dy32P6EW=1C#4C9NsSUg^_ExsthKCe
zOL(%~1o#wqM|(E){PTx$E$rE+g@Zqm14YRPiKgH7`X&>;6JRteqx(~n%eHF1ZFf~?
zpHmJ1vZrr7)BAW<zxCrp*kwg~eskkp(6<lwB!9f{X%#*Ht`L7j@U;%ViG?h4m8pUt
z+w4DmZ!rQX#0*T&h`)}7_B7Vrp`REW`Y5tiO4JJWR@=t_XEFWWnI-=8siVX~m!c!>
z9YXG6l23a$8lco3VPh)vWWxJ>2zdNe7^aVm2B<!_6LQlM8@T~eQ@gz9ew7&jyf$Y}
zOZ06bl7uv8&g7BWIMCUtEE_=k1CJ5N{=lqRYsqLvMZw|hg~hkOk(_#=B9%}Vma$lb
zB$HKjuPhSx_aW1n9xxf)KYGpt+g20OLTGjLJ&&K9UM6JBaB7?fNwI)+nWc6*-d3%k
z8T_W~&l5^*+x58W?P7)pA-aw2cv?Dl$ol&f)ertRqw8=Rg2-XAku@0YYS-A^SV<~$
zCkT`qr@?k(O<#d*mfpRKQ?R;HZ#(s)?%3-=ffQ;3T{~2|#FeLD7QS%_kq>`SeYiA;
zB&HkH5r5JSzXc9Q0A)Za&>R2&pCiWp!68v<p6Xm(@4j0;c#&`|`=2@+{$XDakN7W+
zLs3v!<$v2G^-ufyzq^)w`cIC-f4P>e(c2MTF&lNnY)}`%ZYE(G@~6-FxBTeu!TFb)
zYID}yZ;izk?*A*T#((FAaGCNy^7#-RcK`Ve;lux1`O!WL;@8XWZ6j19Mj%>O(meF9
z>pX#4^!FhB-x>5zGw3(6kcogSOarC-K{{!({=Enyb%^-^|N1t`hr~xwmj05_S41J}
znjYoSH^ek&mbXPQG7)7WAylnViXCHV-IG&o+#E^czZXGzS6kJ>>xHSt<+Uu*C*kv9
zPpIMf#5xq8N#)mT-X498WMcS2&|S^EY-l~b!1(@xs@D;{8PS!5uu4)A{~+0I-Tuc|
z7^OzZSR<DzrUD$uA~22|cllbq?`*N*B!OjglyGc(UiKuXPDO?~CZ%vZziBM3M#g~`
zWhHh)@By9u^79Im=#JBnq~O4f)!Kvs)KgGPY4_p2DZrsGgc&l!CMJfwD2&%X-w>4N
zw5Yk3Ysz5$*zF_Vb>mOjNrf_f{Fm7@tLQ7o;q|XaBemLp=%3oHbfk5hKFJl(?I4>I
zxtQE03ToiK!%?Hvobkxbqu8pqe4YdIPnR2#bCk!r6l}8lKtDgQ<(?XK_&>i*jz6ys
zVi$fAddpn5J){{Y;~E7=<LNarjeC0@aGxY9_Njczvmx4m5OivPhk|@KphtR&FHZdQ
z_0Rf7qwklZ+sEuad*J}2+OpAC6iL(ne#x)Xt3^`_9!#lCshHZ|f8-o(mGCjz`5Bck
zvA`xygWhE`6cCQnI49zc!}p~yDk4HO77%T5reC(B^%LGbPE`><CiC3<^^|{?rRnPg
zko@5s1C1<c4}eCA@~o8vIKQjf$`AS)kf%)|HoB5#Bcfg*C7*iB7#b`?kkRAVcCNVJ
zYmMPDxn@y<aXHdJ>{Jv+3c6yrc<=_`bn4iuqSu~RDWD}Ig1fcNpJbA6brTxCMLm^M
zccf!wQdH`O=-u2)+C<c6>)Q^QV{;R{i3aivSlvFhEK<u+lTMURxD|D?xRTdT3E@6=
zY?otKb?SRS%#RvmN#V^A(KP~@lVa7MdcJ?nVeOjizQ2*ivs7auH~6h)Z-8u<c+X`;
z#u_h6CcWWuKFD~h`}1HMH221R8f=PfJ9CD6QwvMi1+Q+7C`Um_#$2H<Q;p?8v7_tL
zZbp;Kv=$;yR7gHnK8astNqEXy*e7{OC+D6iH%eRhv%86U{OuP>g>lj^#+vVcnW*4@
zT-ZOq`l?o&A9timuE@;+Bqg634FxlCUjdNF*Gl@BxkTBifIJ3;{g#P0^NuQAE+Rs$
z+(qU5LDH+_p(};F$^`S}Gi_NCc7vWv3)%kHqySE_b;y_7(vns=MBJ*NmUz2q72tGG
zFf|;>(x>L|6y+k{<kI#t@UCgFN<e|j1-ybNmlNu~wku^H(3;4*{`kJNJ}Y|krQhY2
z<MuX^p7Ud#WHmKOnO3X5QwgiS(EV0ZZ&gtLyd;S7+ewT9<)EVmh%#W722MN;ScGgc
z?4ON(rRHFV#}D{?izx(iq3cNu_CgsIL*+v`Ldf)R7bo$BB-)ki+;d3H0`#iz`{YM#
zs_%k@n#W1nTWDcmF=Kuxko@i4aAy8K1GsG8n21E^@F5pb2Q%bu{$REKUP8>IY*DPN
z_>ljN9U}9fI0%b>GO5tM_=&<SK$DMwko5FZXI`aAlPGzRSw{ua0Mcdw<Me7>62#n+
zc$=WwvC@D<R@qRm=@B5JnwW@!V-_;zuVaT001Kv){(RTSWaJ6Jy{;Kz7iUUG+7F!L
z+ECHWV-dRaL!L-%Zi#%HRNo~DahRG~|789bjH)Z~#iC3ez9Wa2Zy%GXSfa~#91h`R
zVs*szLmQyD6Dpz})b&P<by1pDP6Yl=0>zFN&!xuX>jzEL<A>!O6oqxVQXduP7gJ^T
zsYcs^s8X0=GmxMd-FtOofTw1LtdB$VQ9AeXq7Xbh(J+)cZDDRQG}XT6?vqfF8nyG+
zZ^hB20A&z$Hg9s-rQ5nW!NKc!5T7L#^=zmsoCc6%L(E-iZ<tJ9EI{a4kadw5*7=m2
z%clm^+0E)nh~%NABCk^6Q$;1~HRi6_3<(hWMKk0<`goWCb#UfvYW-{}{Jff9MHnyd
z<ZenM!LtJu0_s(O_zf+nX^WHLC~B1!W@%3WYJbmSd_7G%&y1_;6*`W@^nt374?K3H
z`ypH}o2e)@M@SBs^!)8Gm-qNx<=efqE3&si$+tg%iZw!cRb?Jw$5dkQ+cOXJHfpk<
zK)WlZF@>G9@v3??dSykJru3SS<dX0uSCq<h4`+_h(Z}0d_bF*U;zM=$ZNwBc$kx;<
zG~DAUy>3WY6x5?=Td&<R=HamJU>h&Sij_+xSgW!JuM_ExdGNnkYN3h;z^HWq*7OWi
zjA@R|*BaNlQyH#xituxsV_zQv7Hr~jsd$2KMBUqRmeLLK>NgkyoY%%`R3+<`G|}%?
z^L;Q&91^7Gq7oD4wP}wFg=r0z0Y0mqE6}Xkaz@9QnM<H*Vh{iknC#QWgxL!NtY;^q
zvh<CtuZTBUBuhLrjU*CCJ%L>I=#eKb#KclFj0Xn;!*{H>_FKDPtmrH%(&|Nt1P&~a
z<!db*&gdd<ZwTcIZIK*_ozmf}{-h?v6s0M2-@Iu0?#C>;&hVGn>ie8qBK*_WCn5AP
zx-X<8Z%h}cl>a~wlu-S?&O~-XL>X}BaGo%tY#Cw+F>A^;P<Er^?)+u4aS%<OLsktS
zB+$73hE<T`(=;v~$;w<(@x%aTWz$`uo~cydtDNAg${H4;=bEpWhmL26V_8eJpBFyM
zwRoDIU`Ekjv*m<7q9-BtmBh2`Qf#T^VNocX&v9``aZvdUUrCOk-5203&XE{rvDwVJ
zSh}~K6$1$pT~+%ZO_3q=o%4}WHr7yxco5ZWIRvYQCF@!#p06zwzqt3~CjO|Aj>*tA
zUtPe-3LV5Zl5gp4FOIbm1*x6$SBJvcR@^G1L)M-iIPLzJb@BX;_|`)_V`3EJWA#a0
zq*vm$r3W;@q~sYZ_LBap-t;U_(gl7!FvGn@5A`A#?d4m1-2*b%_d<4o&c<C!&sW;p
zq`fsZ^M_MtmdQOx%;<-LkEIKZpb#EwDpli=7|?{<xyyH@?(4?(eTu<FO{UtF7t<n_
zxzxR{?ERqSvFs?Yr{U7pR${4_sgxEBf;w|G)7Xn@tV$1mHaDv%j4q9IeQ2n=^d(^H
z%5DEpv*q|{8qTd*XJ)NY@YmtQ9~;Pr-{mW=#&_QdWCy&N9(m43aaVwUE`&}y#_am>
zHSCprqGwjSXLUh$K<7)A1*0F-J7UZC%~^5|6+}~s0_k@Jk1I}<?cy%u?~Jb>_0DO%
zK)5q3P%bV2bLU|h8rpOcP>WI0h+Fs0BaCJS$aD%HR*pVoC%RE@89Z?aNV+7#u}OJn
z0m_l7FE-07o`RG*HhkQMq?Vy1IRP+^!Kz4D<J!)lX_sJtXziQa6kH2l+NB{yo?)_!
zlounBlx<LJOY)Ky$`niJMKtd)L$J1FaOrfIfd+`mUte#5GDDlL8s{C23&0n7%tiUw
z6F(SF@@I06SQhg>uZXDGSN>i|ghq#a$>7L|3ZJwPVO;QVlcg-JxPKEAT(I!)R!R^X
zI*MP*XKI6HQU&fi4<*^6)Qv`7afaS%3(G-qCh~jmyo=1S3$Hn*3xL8GLbSL1$e%_*
zsgW^CQK7A)lv(~rz6uE=+30nAa2ry}s^x*dnf|&;Wbq}0fi|=#8rFc0B=W)%henmX
z^QIofuC2NW5yg=>1QHGC*6CPxX(2{*&e0_*#$&gzI@ICObY8WdR<S2=!}56Ifq0O_
zogtsZ17En)O>*#w^?Ezm%}UtY11dNtY{s8bW-}&vHQ~Y-sXQ|A3!1a#5J+p4L_ZF^
zy>OWkc+1$53%-|xWJ>0gOXjvp<~>b%*AC?yyV<)Q1(Se1zZJr=mlV_#x9#VJutFZ{
zT<Mfdh?@={oAwzGNz|}P)e1;m({Uz!o2*3wXwkfO@+d{!A;s$*PEHqT!o)q6nrP@J
z7Dh+&2JJY7Pc-O=Pr+mKs2rqRc+JM|$p)l>lGE}JdA{NSuthlRI4z$Z{=*-BQ8yZ*
z3yY4Vx+x`hV<x@B6EjGXvC46tu^J*@fbn>{7rauQals{k>?AHk7bYG+<toP;txFm^
zo>|%?RXv>*4@hmY3r}~kFG8j^sKl=W;?XWJVMZFI=5*6>$`ak|^|j15z^sPxGz!m*
zYE)>Q753qcJDAht3>+4fby<x%`_Xhx&&$m64tRt=lud?IAS<__&!7O1SE7o08UQ<K
zW+ugfY34cSm}pP$=B)v9S2%KuG1-U=GG$nP6atrt50BluCGsdM1LgcQ2^?R}`S~S$
zUZ7xEwP4x4ptvw023Z8@FHrX?s9Gd%mP6*E0OQV=aVW!XrUHuhtcVF#`s#p<cj=7P
zY$bi!pot=IHq6%h9FxM7$lp|0J6*_E%_`8zdJzu4cMMlwf(^aQW)vf^`$|Z4g$e*5
zCQM0aI;UbMT=`qcB30><S7|g97js(tzOk^)D&O1U;<Ew!Z{9+L7WAvGtTx%Kw(nt!
z+hiS{{`W%I13N2%mMVh3RbZGagWfBYVhW<{xQ40uAeagUFEi)&<#+U0y<%DKb=nWB
zlIB##6>iv(jg^-oHFV(yG4QG+LDrN&*0d#<;Vf`DAeUL2X)_C&;3QOANW_FMxTAaV
zwrg?OH@=rKo(&T2(oIzWd>$*pxLJ^tM5X9UMM+arjm68F9(kEsKA{14c@8}1n}2zX
zJgG@+P0`VLWw&5m^0%61yGp-Xce7yfniJ5va%r24Dnvz1sa}1LSM_{Swf7R@y}WhK
zQbxMJbU|dUt@gzu*M{zph8C;v(4tyL-P*J<sOfeU!$@U3lJ}8=F;syK?v@T`tgXeQ
zi*;7{1j1jgr@h^)Zz^uQpiltXgwbCNuUW+cRcoiOx-3XwR+oVE(@ko#jayZ)k%>nN
zi)1oqd9j$Aa%XfpUC@ZPkEDp2rCnh)OA*D$21_{YjqE$ycSUyq1aE+1)^uDGAxM!8
zeYnFMrc1ZeglN|T*(pexV7aS&s%oa|X^$JUUbV6^sd-`D)Kg&MlX>w;q1>;EwM(_<
z#LnBp`<fo+h{LKccjAiB^0hgFcUS}{GQ3Sx$H@}iBt8nXnpsm+pO$q(<qfgW!v*Xn
zPD|9wtzfbof5z|limXmNKax~_+ZF1y)zab>_y{1;s9z&}Adm^bXI^>~Jt;j_<HzY3
z-8Tt8+o>I_sadJGUEn0H<Qg)hS7v1$@jyGM319F+zlLP{`l1`G@mo-ZoKGkAezuye
zG(UWCtNra+?O9b5j+*SgE}ZA$?GNy#Cs9yYTE5`>z0MQuA+&;-eYL4=@Y?a}oU0Vy
zmSALUe8q@HiO@c0!G@#@?db%NM>G71!hp?2->9r@EY2LhV>~g?-x)hFI?<PbI4=%Y
z$+CV<MvBZyEvm!%djzB-w>2x55yji2gV8A&pY#UbU+gOpYgXJX@LC)&8c!=9G1I{!
zd!oULuRAtkhsanWJ%@%;_j==1(o0mz!l%0k@(&JBXoqL(1&3TZpldt^3Av?b<_^1A
z3#B0)Aq&EtTFPap;HlkOzuL8AgR0Ap>0McLyt`rW!l4OY<jWQVgKumHv6dJiL310C
zqOM+!sfKKKN}KLcvl{O4)Yejb&)RSToG}8*+4#=K<6sGheK}rS+ZV3FKq=nFuh(K0
z7*nnCXlL)SXgSfLq`Z6v0?K?DiEl}(O=+M{yD>7Ucvjl!-p!v@;`91k^%;&g1K$;i
z7+32`+M8vBPs@j0z}mDWP0DH=_#z)n<w?4@KewSIX?+qdG!TaeFo$sT4?0Gugst1a
zMuIx45&dMeK<QPvHz_hV*5nU-9~LvwkoOUhOw)5Pfu6QLQY38yCr?vjRj9}vhXfGc
zr=Hw3%Mijpmq*b*e54q&*Dn+btE%a&+e_8kxAi8H`=Xgd>`AYmJp1(Q=?&WIc&sgi
zbL<@lFo_0~|0M~zdWi`+*fbG#QFvlG&agI|ywqSo@3FqDBI(^JT?H~gt`M^HYucyU
zC)UEPJm1-`UxU@?P1USU7`>>j*)gHFV{v0e*2rtq1I)b)yHWt>Gf>lo?9HLJ<Khb0
zNDdyR6vQI%VC>oRm^9DD;@v^qT4lX8>|PzzxfY%kSya|F8~d2nQV5o=#D;#NkxkHO
z2zMkSUSXdsrUL3;@Q@<y<^T~>RS_>G?4Q@)M&^Gsd}R2l<q6*n#rZXXo-}-GJYbSC
z<Q2wjzToDdK1Y6<QsQE5e%8Y4R$&-wihAb9>v`tU={n|~AaY@d4j0C&L5Xe50>xz)
z$wWHXddkxAK{o@@zw`voj#;h|zwxDTL84LhJO-IFv-0$V&}O`1y65~cU@Bg2qN4^)
z%*LQJN6C&@dG~zSwGK%Pc+JKZeN|~~F{vXRxRy3Ev!i{E;Lm^1H!`jCQ4w4OaLPg0
z3uO9clk!n)D6B1~`d;%G%B^0#nbkc#p-V-KUpj>W_@^emh%JRrCPH{$QR2XYJ(M?z
zH!g3(n1x)&3)M~7*vXN@&7NVjvXot~UOifUheKodfW=C;ueMz^OFCL(CFHg#D9P=f
z-q3ok@d-e$0%EcQg!fR|jw}O*BhpE%s?R9MDBSO_tWfL$4AOaorrF63DfWo36x!|_
zaJ+tZxC4I6Uc9pDr@vD~F?y+SN>>l0<$-&s?xaI6S8vO~ShcIed!4&pfCUHq`u1j0
z**1yYGGB--CF=co+&1sr_9#7-!pQEzw!2v9hnW2DHgi8+;=`QueV-`=%U$CAloU4c
z&gqj}>+a@La(TOt3qL<8aga?CT}_Zyc;oTNi+}d^DEFB-NPF7KD+TEH<t@toMQ8~-
z$QVTEf?<w-&%O5fHqjpW`JNBghwnZ6EQ$Pa1i7f>B}Eiqvi=k6!vp?;1Hs+{p*II2
z=Lcf!UnDMnk-Gjx=HVCFf-myDUliYbQ9l2o!hWcB`B3Bfq1MAgoq|KX-a~^oheqdz
zDE1?h%SUF{k1QS@p$m?#_8!^1IkG)JvSa`1aQUm#^{+P{eswPR>e~C&{moa8^RJ%l
z$9FFudtX2HeR%9&a2(is9Q5Wm`1}~deiHhbIpm+ZD}NP4F~2iWnzwX>n4`EccgNl3
z3!V;o1r8C|P~<*m{eiu!ct*h`6a5YEc3S7Zeu<ZvlQ!4H&f*b%p<#CfT%(LgA8K+$
zqp+Hh3ASLIx^ha2S~_c%K~B1Ez9l>;mla$BP_95!H{kV5ax)uU+`~IMy9n_gC|hiW
zHVEE5>fdTNfQxUaNS;VbZ<(+y#PL@zVvFYiHwKwYpmlGy91#^&+qUgvd;4A-JmmC)
zTCjtz=N}EGu(?&CUvD#)y8cwoQ)^7jxa0;GBbyYj9ulB}Ny?vk>S0FsJ~PKErmKak
z1~K}^(awo-^<4&OQ#Jb@P^!ffWZgD$+eIzsEQ4D7ds5h?(Gq4OE7>J(?q?N3G|;|F
zLjrSZ2G_sE?6{OmT{Qr19zOaa$XYOA;{3z0k0!y#UNV8_0z>Z0E?-ZnZOJ&Wt*kIj
z{aesvO<i`d$HcW0ONyliPsxv{tCo8L_3U*rKXW)o?V56kz+aC8;O}%J9XVu5WY=B`
z-%uy<ci*j(H9nRluZv3<ssj5+Ps(69f!B>V)e=1{zm2(QSJ~IC%q+ce6KqtUZM^|^
zFW(6dC~zE(xrSaFY$)FAHVUvXdPb%B5E86+<hxMe^rl-W-D@K2`z;vr`U9E-9{u46
z+dz~6o`Db4?q_ySYshabsCv#1%uD85d9MEu|3PJqio|K)N&qDI9w*=AX-Q&Kd<22&
z!KiccJWd^5NgP??><o?)gF6`Dx=Qzv;mNFR(U7h(M*Uz@yP-LXV5*o5`rO4zssz^U
zOyb1+6EqlSF;ircH5z39>PD6~iEfP1QnEF_sopd&`(|C%lbgc%gJl_xm{V4?|I;M3
zqA{GrfEcxt17ECHwTwZ*<)e^oQxvlo@2$^Ppi0J2BTinb<Cc3b%VLzTB$y}|n56Qg
zY6VVeWWmA&jcq()Eo&#fTQOoG0i$LY+sY@xuMX<O=)jvNs`X3&yiOPmby@}Lmisaz
zHMx5~;BI)Wh_X%gajQuz4cp<1bKaV#)$8waW;$Iw)bEKDm+3Dn6A2j(80k!QyNK8W
zl&{Gi2y$O=p7r2W@hRPtlkFzOD{f?8;VQ_J*%0P_#U}Bd$IJfJlOatJDyov~Xfj=E
zQe$e6GPqhcjf$H~(u)81>bsp0tat6mC~Io$)2?7N>XC>6ZWNZ1QVX}Q5mqQZNZvpb
z^-oE$Kb{Q1B5;x}rxeYiP9(!`F9cnsX#zJh7>0fjpq66tVNTS#i3Ms{UdR?@AN%<1
zCG_DFn?;HE2k2gQdpWzMFfm{|52fM<ab;x{B|mwy;qG`S)}*lw%#A~a0E27LjZ7ra
zgoK7~!IO8|4Pa2+@HkS=bFqFAQ=X7#EitH2X!re)qZ!YHCL+)g8x`{cSDeV{Zu)ko
z+X!&~yY`*~Kv-&Ma20jN%FFlWsPn`f^Vo^xL}fsUp8NYmAHU0|F_PFjMXch`px9{5
zx8uISytOnryJM}<A0KSo<o}k>nvS{z{y_;KUNxbDdSYe-1{q+;zPUq^$WdW(*#r~@
zs<_?pglvQewpz$2>qm8dg_3vv%OH_JNc#mI{SY7Yg(*g@Gzz=E0Ku8Ty#sr>wnI;#
z96y>Fi43Vq+Y{yABLbS7z#-gyF@;z13ZM&ggSv2E1E%%lSdvKARTVIuRK`Z=LAMmD
zDvH%#g<811mU8=?gE8im(_9AwxR^=>k{iqU(flG_nSLK(kct$HlvLLM<2{KKSr`*%
z@TPG9VCsRU64(w%hE$2yUoDWciPRj^MFJ6(+00Y^0I<8=11NSlHjp2~!njH#u$Kdp
z0)!YAhf9_V0Y#RbF)HhhKz6%L(l%;!NvQ+)QqAO~chrQ9t78U-EY~(*fEyL7ne<Ma
zkp;U40G$Bh5hsKuQ9Kc({T_)x^cD%(ssej=Q>r!eR^*6WI0>#VS6M{`M!l*Bf;M5u
z0q^8xkSG?sX~v@a4I+8%jzdLL^284g+(+oX36|yy<ck=}4=(|fp2=|LJzhY<=CHaH
zuHZcHu!01NFo7*Lmx7V~L_=*9=E}Pz-@{8zg9@h|;h1unCqPiT-po-R#oZ{A@?PJ0
z`Gk-f_kLJ456E7aciSa7N(TsQ(X$YgQei^$-LjIi?=h$KsdF;S)68%orVHdSONhRC
zZH0J&zls*3k_RGQsw8G9t!apUJfxXZJT@d>cvo)>NXt6;EL_~V(Q(X~cP|$Dcs`;m
zRoJpIJ5<3q9MGIfE(k)dH_y?N0}YcuT<3qkbfDo=Z~6jle&6>+f`yh=%QaM1cAuqw
z?hAiqXZPDRo_!f2ZBRyBfqTQD%|>~%dM4dq0sfVBPPDdf0$qLDv~(O~+AD3W=3K<w
z<Zc3M;nxl}JF6LoL$f35B4Fem%6AaIJn4HWvHMD&z51CYbbXL6hqU$q77w@~ol#M>
zjG^9o#aJeMqWyf;!-J^U9u#P)$X+Py&=Gi%zw(80qt0eT8GkQP!d?fZP9H~x*tKr-
z{!mrC*Jb%`p5{}Az#clv75@9yW~xQW-hs(%NcT68!s&Y6>H^10m{qRNPXH>`yP(SN
z;q0%bO%>m5N0EBB3{m(pupx}S7^pg$g#v~t{QHQ*nbJ36{Oh>+`{QyjPLlqcR!1lg
z$}iow0RA1LcFN6}z}#X=rvMebKJhBJ)0#)~@snrQFaSn)h}tA%GFil!{k-23A2h;A
zc>%R2OEAC-wr)JN7Q4gfLqv);Rh>_30yB}80;}fQf>0Z;8=_X73O@M|Niv6oad19Q
z;hYD(Rpg^kR4O~H>U1`y54#`r10xt!nMuRy8=&cj`C%Ip@o>)x9hvJ9+Xq^1P>LcZ
zb|>aDwa)HCTxu2Hc>&fzR)C=GmlKyTEYotD3j86I0FgZsve!hMX$_Z63Jt^H*;;R%
zDxoI2i=eFMX$z6{Bu`xyY<rv5fCW{Q-1+IYKNU8$F|Bfx2{fKLv~R)J14e%U$CBUA
ztx<~lLq4Yy6>QkN?Xn<NlIim#*vK}8&oI48cDvS&nAbEv!-<tK=VA2~vqkS#h=(6j
zgf!HAS=nAK8@Lnrh03lE6zkasTK(yp7290IA=~hXzsEPFll9Zx0tI3%&pFdrz{FL)
z`wI&l_pCo8=gXb=%>qUJ2QIUI4lMAOp?h<LZ@ByA#-*;U;bhQs6x)aRhsisd1%Z4@
zD{o|foUVq|&k-Si-n|mGHQ!-m{Dx=M&zZpEo;gLmzHd+R^23kM!R$d%H&;%K`gpe=
zP<~$%{dqe5tmkXnL-K$F+mqt0o|94Ip9eYT-?xo>zb!ob`L*l($6jLZ_bub|Z?DdO
zo;>UQdHn4B=h^u=fDr?d#emTmVt))Y69aF@kS$^;PA~|@5Ng?wb6Ru=y?+Q}W(ae8
z2*L2nb`pYQ4CRy!<wl3{`iJsoh6=Wa3N40;oP-kK_!6>VQs^)l|1jCiF!}Z{#l<k?
zlQ0#=a5dR*4RpAcf4EL&xL$j>!D6`4NjQoz!bCR03>{(NAA!z{xY{0JvlwA}5@E*}
z=^z_Pm=-tvBb_rNUE3qw7b87RB0U+S?#f1aqoaKNqx>_Y0^6g47NdesqA-lnp|a88
z=;%oQ=;+Mo*!JkS#pr~SXdGiqvTRH$IwsveCNnc8yFDg%F(&^crjRkVST?p49b4`n
zTbUVK-5y)J7+Zf5i)X|($zq$)*j9gRdnUHC9oxN#HR?IR_A$l{$i@w!<3{}B#xmn3
z+T*4c<DQ<x{X&Pz#?PVS=l$asGvk-q<6kevubjlMGA69cCTyY;-uWkNXC}OFPx!Ey
z@aZHWgYl0h@wXuBPv$^~Ajn$yKVOigY-H;ZoRDAN^K|9YPYQO?%f^ZSsLa9;lv(Y-
z|E)4BS%F7}l3tKCm+;v{&Lf%n&*9M&Es9)%GE1xJ@62rtW&3EG;LyJ%YMMsIUX;xI
z%6`9Iu6?n(u<|=RI<z{!{X0>EeLuEd2j^v>)uLsWB-{U$xvg|wX$-8As_g?9L9moy
zE(%An!XYpRxg9N2<G3l+1vNzK>aj7WYFIlWzZ#RAf=Cgwe<H>iepTN_lb4L2X?EGr
zNKpUzH@TvUE2iws=#!X(emI3<VuB-cDs`Bl0iDkBl8$N&mBFCA|5(cfb936EbpFX!
z9E`r@d}v}A#p!B&>y{~u>eZ^qD^{6JxKU(Z{Tus$D|A%YwY~YGFfPBlYyMX2rewnw
zpJ3>wTh^Ms?i9W+Y3K1JhMm!8r;i}dtL~?X@W{%jg6r<x6LiQ~a5rhWPvlf(-3D80
z3^tX2LMzuzJ&d*V{Hb?ZI%Oa{)|qkVO%IT_*@Uk}zSDz#!`doCLrv(j<@GJ4=`=QK
zr!RH(bJtsxXW%^zQl2!RGoN9W;QS<%o!}2u2@IOZ%r8ZPRFKmy6zXXgdO1`KA4beR
z-JEIn*<9z9vH6wIYx-Q>#VQuOYzHAuYC(2rPFfBCy(!O#tZo<uNNyZ^dD(eA;jST)
z?VN{K$U7xe*@SbGix*k-l!&=cZPQRoM2F?Ne!g0W;rnfdw~73n5`A!H;TJIw?pnYV
zA?wz;x4}LVnpPLt`^1c|-_nz~A>h}UT%j6K?)N6#YT%$hdW@FNnL8}~-nL>)!qzP`
z)u(~}*jAL7K$(k{ca?mW{3zyswfELvQGb2g_XG^XFu>4_LpRc`QqqkgsdR&cbPYZ9
z(B0iBt<ohR3IY-eNSA~Gf^v`F^E|KXd)0c@wVt(}U!MCv;KSOm-}~76c)g5Y3h4BQ
zS|m=WlyBz2v}(rqVpFnT2?&Jd22AWj>pw3V6E+Osj?B3a9-``+hWxE~h2D&KQ|OC9
zowV9kH3BrASKk?XP`RY_kX!EK2I$y+OViL*a>XO{nD4;#yN!D9OQ-oR@RXDKi}a&!
zv(J9|lYJ5U?Ez}Cn)s;rq<@9JPIG{PH<0?Kj4zp>S&Y<9p?Nqs)Dh82=Q-IZdrNuT
zc!cfgte_az6}3Urz>y9Kh^l!8K)|D+1H|Jx4$z-D9)c5tY29>y)6_@2if@>|l}?00
zRC8$W^I#kh_!Nj2V|UmCk?jzAHHo$iWb7R==jHw}twe!NNhVIErXYs)Qmp$dAUt6W
z)FRx36tXX=@e$%C7m1I@8ZGE!K+Y*hKa#XZT3zXyMh%zSdE!LzA9MYq`e6x513xtR
zq}m4?>y2~_S%mB0L{o4^*9jc)7hgN)p+XNkE2)%z$eLkrLT2-PR&#T4+irnY8=?wd
z#IA7Oc`f%P=u1ie9@O$gn&oDF)!-)m1(ohkrggfnvS0c9G;6*l^+mog_ihDUUUy*J
zf|(~eo@6v$902-fMw!1C4+UYW$VWiFWJJ_3ad_`A%+dz!{Y%kD@3L<VVI59au6-9G
z0tMaDttM1*^R6#K;h$E9ZIj4@J>1uHk-qZqLt?<KUOniJ;DE)41|$bPHP0s1kd@&P
zf=4l3x8RW?-k2Lg5@+=1%TtB52P7n#&f@^>e$<SOZdeSOIZn2n&<r=()>3hV{L=Hj
zNdKGYCl8_tqTBi;x^YN^QwZ?K&<Sme&0qud&w}$+v6+M=5g~OWKUA8*AK8RVqKjzv
z_wg_XY%Sp3ehXmrh0+7glbe*$8EQ6L%#g%DpMawEB;luIWgS}rAI%TNQvQo*HT-vp
z<na*@R!M4Ya=h?x`*L$iBaz2BdglA7HWCthuaKedC@)J&tvg4E?Fcs%C{8y72#Y1|
zY@gAO9omri+TxtJ_2G(U-(qrF7}uZSPLFv2<Rc`RZh|MJp!;$J3B!OrLs~+7)>|Tl
zS#Mr2+2<EHmll!xLt$SJixEMbGK6PsXydOX#78+?yn6)?y|*&X0ToEupR7s#rHS_(
z0OPc$l;_B~e7L5$2G4rCt?pBK&xj#-w_mS3r+MLG4u>#r7DFn(eE6_mH5Z%<T0uHs
zKd{E7MvKx`LwLnUDt9_sN9a7v0zQm2^HRKFE}bKL?pZAyWU3in{Jy4KhZl!?NYMeS
zEWxzVRx09N-qknYDR^Hu)i!Dz(hUAkyos(|<J<=U|J`yEh_&4G1F@DHyc-nYZ@r>~
zL~Jnu`*trJYhcWl%FWG&r56?dz0Z*(LB>i=aEGD&4gobInM7g3zt!-{_&Ts}_bA5x
z+2?4uH?`EU@Q)f^t@!e?^yj@lI>y=Uo#Vgy9Em4O$a?s%mp}gOEf<_mT7#+tf+S{2
zKw&UuiNKlA#G?C7nF0=*n+~Jp!BqIP)=^DqAR<EEzE<}l%dyM>@>p#5BNPuP{$Od~
zBs_wUi42)DhC{mDoBUcWQ4a%jh=%YdsENkJfI)Oyc|upsazoh8+^EA*(Srw(&GG{^
zxL&Fec*a&Y=d1QJmiBL-ua0Ecn5f_W_$t9WYYfHYYMO!k4GgaIddfx;RmfMMVXsV1
z7bW~9&s<*6#wu9VMZo#<xi#)B75m3Q>MC}#MRb`HlvLouSJH^DHdFpU&}fHIBxAX-
z>q!#_?#biegVE^EeNk~scPP7cE9SD#AD^sryL~7V2_PPS&~usZGn$*i$las=4d->?
zy(I8m?(aowv^#ibR{mFIW8#H=P(UZ6?+}e`E_WvH+>8Pu#;s4WfJPz)1$OKRja+Bq
z#Gb~J`;ZnMOgc=_NqOn(evCyD`O(F@lnXdDDD(qkex;J|fb6X>p!PkS%g?+&ZP+an
z)7Kuw+~7xL7pZxv+_fyV?Q+|qxPM>N{vr6@B&lUu8mCc=qw({sSddOwmkN0;-w7C`
zC0`P5@>q%um6L*2jUkF;@(L${SH$cvNq?oWB;dFUk|$_6S)5D`-vF0#N|`@o74BLD
ztmuU)sg2>>d1nYC;*#`_%PtTq;oxM)iVHR6VX|Qe3cv&`$M_f39#O@BCm639Zcr&k
zS5dQH_G9g5L322#{&GcWmQIZru2Ah*%{gaWT0?kBH3h`IJ;m6)W6sWnd2yojNM)sF
z+{v^L;)w$Mw7~3k0m=@hyCKgBDq4*xq~WD9!*O4jezp%jz582fuU>!V%txSmY^hb?
zMuu?5S5QVmD^PRb(79K0gx>@4$cNDcd?v;0q#zWF3Ci_&OtCQQA$;4Dvs9mO^4fjs
z>&m3YG$l;XfZ%Q|{8@XxQf#(?F00uTc29f(e+%KRq?piCR`8NC_!K6Jiejd4U6={H
zqqW!`@A9N^iCX5PGVS{#F)M`0kT)LaQom#MM*%6-yBUiTFp=;J$5cE<ktR6^pPQ`i
z8s_Ul>{7Z3(d0)T?bKv^-Oic|%>-#JC&g6#$M{_=Hf|>2%x=~1iD^_Cx|v|^2wVj`
zMJC-LRsI({>)q;$Jzr8EoprEJhWA-pO)1|FI?w01y$F<_G07!_uF0lxwVgWC-mp{H
z*V91qR{5cLPqRH0aQ79${FuA4UlHQJ(md;j$bJ73a$`d`egjeIyIF7amvT)1<v)w!
zWQ`&xrW+5V^h_Z%t<h}IT}@PC&IWHyk(bJ;y%EYxr*MdJ>oA^6+x7%cBM|^X)Pm(R
z^EUXFHVL;7v`kI#o}wwjDp>-BZzL=Sxo;6l(;{16vyj$&h>+BUA_+>}ZtLKm+#QI+
zd2cB(^d68zTIFX<mHW9*ZPU%ksd$~*B^kJ8_!fDuZv)RS>%M%%(*&zz6E1sb2ZiXG
zXbNJ(;xSYVO9zW%l~_i8<fM{h-ikY`{fs1v8BL~NBkwA<W(xvm^jSl0B5(K4uvZ&G
zm3~envxHj9v2vmB8nn<9mCeDPe26D}mO|pAXvL|is;(F`p<N|{=4KOBwtPp*#gMio
z_{c+@-WFoI`Qd}mhYRAzt}KaRRyHhE+Y=74D023(Es^Z?P>Z{_72BD|Xhtv7Vh#1_
z7Qe2sv>Ht+sU+u5qH{R!x@iY4h2abyRsy;*cu|+F;4K_kvUTdoK)7e_lH!J(OYxYh
zn`|l>1&W)h2B`;9#E|{sfJ*qQ`A_Q?RL2iV|LOwZJZ=-GL~~)>gjnMthc<L&q}RvE
zvqu+bm3wVuR5Xt7(n=m=Nx``9;<j^ys=4u#m8jU{QAHjSz81*5d8SDCD0S?@Pa%FM
z_dSk|axcuVCO12VgW=$kxn0N-Bv>A4y2HKDJoBx=_r(D*qa(B_5f@At{|RrRaxTyi
zkP^8xO}J_y#0|_Sik6MhH!7Vc>Y^Zb91K+udu=qGh%28@SZ~kpE=6a^IUvx?8h=!1
zK&eh&82ixgwZYYb*aUt9xaN@4A1&Z=H_UTv*CG3>FB9o7TkZF`L_CQZji)NJG1a)J
zHfKlb)%I^?PQ(1{xs<8crwc%ull>g_+Jr$VW?1B%_#Y#{u&+6TkPXox;Fxqz)BsC2
zc~2cD$|-&)SUjWDm&;f$!hl356H`mQk1E|VTU=V8zqpTc^K@_2%sg+FivS=XvDX79
z*wpBs;Ik6vucOdSmxms|u+&ZVe-I7fel&7YD<?DwqbKhKkJ&_kSi9+gXyiZ*vKp$t
z{%QZN1S8+eFL9ao;fTpG3X}U2WK=-VQqE40UOpsRdc|~BFSAND>Lk`IumYy=AqHv?
z0jkrmRgRdA*nKS|<jgzxu*gSr-X-ZNm7s;<i8%Wcc6<Ta1M-FO>i%tDV_qC^W4>!+
z+Tl*i-I2OYp+R4BWwH@o!Z=Y}XaBou8ao2yn2q9J8-Q|Gr2@g89jE8Uqqeq@66)NI
zGFk&+W<!0X(ZF}|3rk~Zl%841c^Jdm4RAK2Qjy7xLJXy|pJ+G4gZ1v}_LE+N;lYAu
z?ZhpcE`$mrC-z)|5xpsF&u=f>(-Mv}l0NRNlk)vZI9p3~y7T04YGx2ASShC)YWKOT
zt<HSbkbB~m+pJWN(tU}zxS&0`AAY2-+i@|KJtOyOdeW@?e$?9@-BtArSPp9!Neyk*
z^JNTQS{`#}Q=xFT2h&q<eu|2TvCt9V>0Ro{@5o6YJSV+Xy7`>`eOL6w=!3Ri@HV&7
z6djGTrHMgLMV0tHSl%;BsOdzdgk{Yeybn5unkyrQKl=*{+*)o2_7M6+zNGPnb681G
zFwYd=Q^}g@%zWUg((@0>Z8*w(l(Wv_6S+9$&T(UXvJ!8W(*xazLpu#B4E9rBi{4@M
zctt>W@)4p`DhWxb7yd{BLuTREvc*mfhOZ@mk{(MP_>p8)VAk*JEfn|G!(sLcpioG>
z$<l9&WK=j~e;TwkmFSsDe^=H@S5mMb!T*8E_Ysxq9!i@i_*!kwS>2Oge9qccpYeRx
zX4WpmY8t*1UR?D|{jkn1viMbR9&$DC=J&zXmRptk=075*#+#3oz2hV03<1ws3BCu^
z*!gK?dY+C@IgG+8BP}`+e<G)UBu+CwG=~NBb{@H=p`48c14MjKLqB}jeEsaHeCu?q
znTBbZIpHF6p`U+*wi^VoR-tr!Zp>_`ygqWkHs`}?<@`rw-Fu7OW8A#njs}ZYh1*4k
zOWOw$W|_;XAZL-F-<1@!)QW3%;ofJ#q*Ng%93I&_Fo<|$vK*l_hE$RKNn&)E|3aks
zMdT7k^!cdwE0n$Mh4p)L6@E^9*&Tn2jtKvDlwXPGK}FamCi-=Az$gm*$llXfl(O&<
z?5G2-WQdNC2+H<lx<d_9u0$`*c)cwG%VdPdA>`3$2RDgmYm(@C&Zwpz1T%QC74wAB
zI<b(`uvncae2K7HG%Cm^>;*bd_ky*piiW`|PRP(#@664X6<yaJQ_Gr=Jsb1ZH{PC-
z2t-L`HvedP(Rl{?w8Hl$L0cuh+WuKoXy~8FX)F=-K4Eqy>ar*>7GcAZ96V2%c&3zq
z7*2X+laP)KUN#3O>SG{&7-%*I)`fvPVA_~tKc1k4@bE*%;0Szp`Xc?~i`YIWTE;NG
z8Wq<s!AZ<{mrE}kauGKmk)mN3xGfP?kMQJ;;V8`ViN_>&$R-V-QW@N0awHNr3={J}
zDOKkF+o&W-z2xH`&=(_eYE>y(ixGSdVYmDet4_kVWrM?+O-XU^RU}9?zD4zI#;%A%
zKN->hRPoiaQ|B$IF>XGFqmfqQu{IynqIT^ZB=Kcptme;RBwM|$cH%rgBo9)h^Gl`~
zWP26b@G<Y*2;F35ju$1Rx@Fio;A3d;BgCvHEz`DTMZ_UVM4Z`K(6lR+9C%h%1t5!|
zBm3$UnvkvS5#tiU6~eQZtb@*}TLe?t(F#=)CZl4-NpmswSq~)BU43%}KEN8g;3bq?
zAfw00$fSNMw2njGph}|NWlHk}f#GGy$i~yVl2EtoJZY|+dt7O9+4*SI0&fFUfd}<_
zbV{jhl7@1o^#_+-qv+6T_Ro81JA3xSGiiek`NA>z(Opl{tD(w1$^7z#kYa62Q(lLT
zV*gAbSPESsnRDrvLj#jPR!v>mjrO912X4618D(C2WRg~>Q(r#n!KX&51SKO%eHYC7
zY;OuBa$vX>siR^g4`&JUx(F>Up@oZiwV0@6??TB~m<dNjOIE@j094%icn*`T1uT9=
zLpAPOCf8j^-CayuQ-E)o(%%=BgeSI6W>PeM>y2N2ym>jp1f|)2Im9^c33o*aGC4!S
zQM?_%Sp)mM1-vB?qi#`=ms!9f2Z~U$A#yB8-b@OtD2YZEKdbT!XC*@0n#}nL74^k!
z7sXwPR(_MrwNR-^_lFfM!DW_8N57Q}Qo1zwN2va!-b1IQ$j09BE>TmnJ`{te8S^)*
z<z-~KerGRwwC`oIK<{;F+tpqB+$gK!B;C9w%aEc@ssexSl;3R*L_CCaOrxnEzIp0k
zQ$`i$2&$@8_lKD}ATHV^3+)MvvYtv{?zoaR0@l1$EP#8S?it0E%jS=-zBSx&sEx(`
zk0B|TrLM%6u17l>;+Vjqa)@8HNqUAU>NYn()`2VC6%V3FgQ&CLh*WJYRj}{Z4eVEx
zt~F*{=+FwX=g5KZyvy`rEkANWsd?ld4K#<j;Y;b<y<g=jv<Qr)ycd>S)9P45e_7XN
zl(w5D2ovDAW&yk#g|gMqh#^~a@jy){c}F$%zDiUnvm}gi;$5jg-?8cnos_6%VE9k`
z?lAmL@wo8nwsN(OO0|0TWQ%d(hr;Uo;<B~Wo3c`I(r!FBziBgg=g4sIZ^#=x$hZ%j
zs$^Se2qbj{NOFpdW-aBRP8#r@CSR$FJ$rC+IGBJ5^r%=hTpik{%2uMzWOdLkeIOpy
ziuk%zn;MZomJP#r+juNnB<^?N8Rz7y<0s@W8DE;D9B?Fn$r0<)JuD!?Q|@tTOeC^K
zU!ts{DZ>}%u}oLjud1fJtFEgDs<ji)TbMe$hqMv0rJc**^%_|1Yppe0z-nBB%2j35
zNoSo!W6GNIkrROe?W?wnm+*JFPKs7vuX@($dQ-WoTe_95=~U!;G>#lw$*$E1ie7#f
zd!ZU(`pu~Y$1%6s{KYLg*sZ?)L&c=T#U9@>r%Uhtv|-U(c@0ePn|eFYV1^<L>DJB%
zrFY<LvP$bGc7pK)Y5*QWg#%w9>tK%3NW*<ERvFDjb*M33M7M1{t`m4SPVOdo$UC=<
z!=$Jh12j48gGCOi;yh_!^SQ7FhH(=@0Yfw#L67N2m`y83yTWWH3)r25dEt(%IxnMS
zIYQtrv~k0YsDbD2O}$J9)epwJ0vtUKL;E*I&j<{)uQQ^g$GszgG|vcO=Hol-Bk-j$
zAIIqO8IL$eUDl@28?}b&?5^A)vbbT&#Z<CLXQGEK`fGh2UGW63w~S#cP>{xpN}b6i
z^Hk~akr{RXyj%I&^C5VHg;sj#)iBUjo%QZ8*@|cHC*%#U9G$-W+EldpgtHvAY~&+x
zBu;H0beI0o{^ax_2f-IwecsTqNC88;at6U+iq+Za&}KHXl<8x^P$3((H+2ck7&2~>
z&@5(s877>TE$DWyHk`zm3^WtGjig>Bus3`tg8K%t`lj{F!_%7r&i4+NArx`+hB*pe
zMIuEeOBVN;tl}Jtb}A17OF;#s#Db*K<DO9Pi9YapE0PS9;OqS43_^on2%F8~_{~<8
zzO}ca95j7zcqFKh|K9XS*ktv+d62*phIwljUMsVC`veZV{CVem7N^yDHy7knhJ|N$
z7(LAvd>QC{@)rU%vEG&iR035919nHD2sc|q2R$T-&R>jYK*X&sVl;`97(S#;5v7`a
z$l@c)%>R(LN|?L)p@<>r5yMj1(T7sAr7FIq_t{Hz3`B*iOHD6ejSS0e`R$cv%bk47
z9r??>F3Yv6%V&tc`IG|zxY(qr^}h#2Q9L$|h#r2sSHoMXbfCxgH&9fs!<zRO-)oEM
zFaIRpI1>AzeYqp!|B+C6M#p4Wr~U&J<(g3}T=>`RM^bTSb^RYulvZs_=~JOw^mxpW
zTf#yue?U>KZGP=ev^><s+`PAj-z9_b$w&zWjJeIIK{%vjd@ta$L!)EP&|Ndq?Jpt1
zc%<ovejqY1_O<bMvvGT(ivxks!hW$^v~F}N2iRMSE23ap=*gsfNFS?X9y3cnGzwnq
zvZ<)6$q>b-RAWsVjysmQs@D+zKqvtRgJZkT>H&mI-V{ED9a}#jO8{V~qxNOoNOrXe
zm_aK41r%jaZ&*R2QqCP9Wfq{^huiG-c_LrE!_}bW;h}(Hk8Z@{b|=2x=jvGU&7j+<
zo?jRGOTQP2#Rq}v#FB5KDYQfP7R^E9MONlm@{P!&DZQMZ2k=H*`x$(V*9B&@UgWJ{
zzOnvtrv)Gp*wWgXaP*7QIIlg=6W2vCa#AF2-|3<o@u?UnNj<8+x97)@qXEkFv?BBl
z&ccG}MQspY%$JkTPF}yQ0V+X7hoV|ZBfSAQ^g}1F5mfdk{W8k^irIm1F_lkboz21n
zeBjgQ5j-tb1R=Q~^5o{NEP)v3h7Yk+Xz@Kk9dvS}Z6GuSMg|uj7BXo%|A>|ldQ=j_
z-*AS4xQ*#B#Xao&t_LQ`w~!5MbIbgk+InR83AQx1NC@XCqmIV#kaFQ>{^&Xl)vgr*
zY-K-J1+z=5`tK=v!-4ptcpA(?z#QMl>}*_4C9@T|8W>4Lu!kFBodL30ZEx#HguhFM
zG+Iyw)r>domU|yvsuqr3UviSVErG+4WOJM#Kvo5JW<`OUT3lrzt(<ILgn3v^O=sA!
zBS%96$f-`T$p@a2xasKpsK>){uX$uie3xZXDd1sCE-#NuO>ql&{P_w*ww`_7yLQ*^
z_a;t#=iA`i8`aL;60U-K_|D76&HGvd$GzG=?UI0J8*xrAQdSPWpuI{I>{-A!wYCE~
zjQ;T%!$R>~eaTQ>_rQU79&Suj+AF(`ecYj>Ayf~-`$Ty~`s5|>-2?{v$Q3LFU&8Ip
zQKCHNr5+L+=(X4MH4H3iR^U1vVkr<SrVcJVbkaXdd(Hf0QikS2WUk$H`~(k*L3|ao
zpvOFC0+ZCv0cU=FMQLbH_JyTmD+!!2i}*Qc7>)|<FfJKptpgAO=J!ofA$Gl3NAEB|
zmuOhhw`d)fh1azLL#C)fLhOPHpZyfK%qG8-d`=`+?ij^<bcYw+ws*RL4euX1camBc
zRlD8nlPWQOw)PPmTy-F)&uaKiPpkNm5ptd5uK$5&SV!u>gIO>%;#s3^8rf@tn|F)*
zU1dQgZ?)xm?malC?LIkG)Bd&NZ2C#D|I>17GwtR`QZ!EXJ&P6D(pw^^!3q}H-vEI-
zWe>FpkF7v}BV~d)T<g%&*46mODKf$FZ-S{&iwGFB9bCZ_s=h`K=Id`4>2r<nrKTlE
zUT_C*5=9cBpd=ED2;vf81aml(^t((*&)!L}o<!k2cDux1zfQd6i;9z+eIfMhauN3q
z<?&x5!58<N32cQ)G?YXWQcaVQbf&kyEGfTS4iqG(C}UoqMh|lu5;?5I-9K4e1X8lz
z=*CMim)<G+DkC+~024M}r&3+(X7)|OT9Sujb{9kQpn~MY<|Q<FRd<y(EKv0RELKGl
z1wSR&5*jg~>>+428Ga7iG?@WrK8J=DiAWqiGM)D|>w}q-xA9v+u>h;&7nNAe2vnkP
z_L+sq(fu>e!?*#ay{a%ph^~uO);rEe$>bc)(_Ey_?!zDZsTUO0-x=LB6AI02^~jmc
zyZ-z^a$$U$f^!P)8J{Sej|^8{Dh<(S;?UZ@#OGNm1=3op@*63axVIEPD(2jD4IE8$
z&ai-hgAB+N@v|Ulw~3S{3GW%TC{;%2D?=V8l|o3~hFE&QXwotAkr=(ACS>Bxfn}B2
zl+L~Oz^`dc55e+$&F{q99@sAe@%@|dax(o(GPm~kNG*|LOq9>!T^Ajg(<Y*vh!i88
z(3P77=d>u-fttx#2fimB`dhv58W#*Vb5(bg%`u`BzPC-n`IDA(>^Xue4MT@fo3Gp!
ztYP^TZcGyT<}Bj9V%`G;C*9jQ<6fplI2Vu0^v{Jh$UL#=ePvOqoC)T-Gf`?;W|nrz
zmOa4z7TpO4T1bGZoCqaxNCZ!BNm1y+01kJ;j9vEjiN1c$!{_$qM+}R!h~K}8lZqFe
zm!-I~XDH<>+E83{kD<)33iR%OM;_C}`^5kHTHKL=K2rSkVP*JCuJ*9$=5yK4SdBKu
zuNt(Sj!4pg=wdZsOQRnO{>yD3`j=dXy7N<;PXuf)+Yty?7d?uspLc*O50gq@imHU1
zYX?dcYVe|`bl_7X<J}54;G>r8F!`eegN^~)7r1Fs8gV2)<OUfq4KZT`v}Z$1t>$z?
zxJ6F*a}!Z5lv+G#ZW@~MZjY?&1?GMTL8I|!OPWH8TnTk$j419o)L{#>x8(Ei>N3^=
z?YOZC%ZP2FLve&2QIo`KEhDEU8L=Hiv7Nj(it<E4h!}Hf$xmlfsVAvsFhXMZOA&ps
z&rz?~u&PwqxA72>f^di`^U@Dorw<i(RRkItr~BsNDKNb&UMoi4$mT<D<wCFtlt&_I
zFO2U7II>i3SFORZB-G?jv2oP8$!@l#_8Hxk(ewp*91p!y+CP0HczX}xp?4P}<=P8r
zYrN08!Y_e9Sa>(n_0{Fyr&E{>_x*mS<kx4}xT?3sCvEhoe5hA$#7KvW7}>nAq7s^p
zxT1m3?TtX|7vE$CsvuDBdC{T7P~UiE(5}Vc(T*r_=afYE*VRth(^!-14eB?YBNom_
zSkCskfV&r&N&q9%CfBDjIj_ctcS;mZ&e%$}Pm)76j#wp}p0JOSO(>UoIJBB7ng;ug
z(+C1Kg*M;nU3Bz&Bv#~GRqSjPc!#_4J&S_UH9E(f=N6RTa8@2Te6ro`@R5D|?ZaJ5
z2>4Ai`7z<L$zI+{rI=5+?PKptrGc&QRbFHg3}zkT495;BQsMEBe{`sUUL*%?$95B4
zq`l6Uv*8b9Tp>hL_ZpE;Sbs0+b)~5qH9I+5@7y$@)6d!s!nZEm-==$WJ{leTRbm}y
zJc%)Kjw;|=NaD{obgVz$*2;cN$nx}lqD-<PEi;D0NYZQ(l7wnx+Ku77Ac4m_eGX5X
zlA0pvQBUYR4!F5mBfb$ovxwc|7<jFQ`pt0HJSfjH<hi7p^qzt(POlve>_XG$D&*?-
z+BWocmU4)aj*HKXnr5Fjx+MgQg?`ZH2rhQ{svLCp%;5%1LKmMIP}mUwXAWIwL)8o+
zCWdj;eBh)-sOtA2*BLB<9WdjaP?~nCf(QKU7glgXT+0Q9@6phO?a<6<JbEDni$Hj#
zLHGl=@JS|jKZGYg6c910?=pyxuX@T!?JX%3rrjQK-#owx7Z+|3an|pLy#@=d3_S~V
zy%QCwDC>ofi>rx-(z}I@W;%{5y9l7807a3p7{A|c92}$m+B^QI{So=!xXyg=K0f#1
z`0h<D5#_mv1oVZzwTlMm*eY(~pnc$OzCpy9K@uRqKnHA>14VC#(iE^)7l-mJS_M~e
zEDo~=o5vDbM7NF-6=x~fj#|W2#f)+2nVnhQgzvIfqm^D8JPifJ=~G7Y_~^V^RPgSI
zSl%)8M>B_>#Lu*&6MsNRpFjS6V!>}8U+ad>7(<jv-~p;^yE&r~QAF>s9slhxOcwO>
zh06;GJV*P)<Bk}|nQ-&3j^O_L<p?l83x4YuQRM=TZ<c(}Nn(m^Lj4bjMa5$iZ>e&G
zBoPEZQX)k6B<2$|(5@)BygfD_4{vUf61A2v-Ittzw4tO3Y<?8MhmY5<VllSs>Ef2m
zfN*-KlbC_@NJiP{<3PnT6ZB<$2yyUWe(^h5@y<o5u2|H-JN!Ih5T68|t)aCI3KeVa
ztk6Yij;6NsO$e|tU4(>*W;)zWak}w*7r@XIu6>bGYm-VKnc7YDAdnr;&;gBDgnq4%
z)~_alg+Y{Kpuc?~w-A2r*=Zu<5U?Lyt&`4C)z3u$Y-R<d7$;l4NOfG35uq}5+@rL^
zgm?KS^<*XHl&8NLr4GW!Q*Vh>Ft@i!&CzRuTT(I#V4LQCIKv7$@XKiCY+tKOQURR|
zJ7o4ux>AEABgPM>7N2}&EW6`<mb#Ai=-c#cxd_P^GERKJ{d2+r2b{P);tNj#KEPA%
zwoFGBprsWvzAWJ9SXeMVxuB58H(z5UO;ihRSW`8SG3@F64RW%XeBQUBdk=9^ib2G(
zptUtEiBv)t&O`^BU{(pD8z39;u(j0O2m1MJstz_F&;zI;3}8kA3DWYFWYd<%KoHpy
zgFaD>7^o2r;AmVW+{mtoqV#K5ZXGq=uX2X*aWXNODq&I43xueF6#$Ez=0yVTbz3OR
zl*mUvvlv$^`at<@FFn%o-a#i$CZ}H+b=o9e`BU=}PHSaDzv9T#bV3?DL^mbwC5|B1
zGsK6o$pzeZf_OsaS)+ndHpb=gmYJu689#+9uT*eGx%`MxsR6BJ$^8lev87C^_@BbF
z^#lO1Qu0|{<+sIcgLKjdN<nzDRUX-)?&c}UZ!6j&D>;X>?H~DQv`aYdk=IM%6vbwF
z`dKZ3s{+88oFb(+N~j2dq12(-qOs(At=u`gRiy)|nfd~Sx@mR+kE*94GoVrBDmr!7
z(Md`UQs`Km`#(H%<Q_tsDwZsOGm=nxKz%oh*?c!je;1-p%ivj3JIhu5Y^|&a2yUvj
zvaAtnGOBO^IF<RChxCy*7S}~^H9A`WnFaGcU)~Ye2vm(~%0QWDASk1|(@Y|ph3|9k
z?&DtOK)_9nQ{N;U*g!C#F=uyuhyeTXX>;%n1yyacrbn(e5-gpACm`F3W^X7rXpkEK
zQsg|@t!_n$5VO$0SY?A7%>hqY65np(xRJEt4FmZEfSiNEe5EA;Rze3NM8*Vov?$y=
z_CSG?wwp*KSR<ef6Hx$hs>BllemD`Q20-v~itzgg023VV`#=J+AYuW~GXkQ1a(X=k
zl^#z_TRFkQI6?tL*&UX8|2+{Ue<8S32ekmmi>Gryu?<ZC^>FXZr|T}E!}A1omj-lK
zIYFLTbXPBTH}v3m_jfl+_q3@~x2X4Y26RWc_jE1ycw_gCgPsBPkPMRE!GK=ZFq)CL
z-pSXr70ta<CU6Gf7wzgV<^x_V((&2myjWR&@zI2K`Rc`n^vg}B&aHr#ySXpl*S<Vl
zetDcrv3~XPO!^f**{iPsuPy@kzURKWUVfF;^6EETABa8#jJ=AV<OKxw!Fv1FUiT4Q
z_u0RK^pnc;e@yNp5A3IgzoO~wr|<1yxb8>NKWCB|V6CH|G#%ii@8ifD;EjL9voauX
z{c?uxg$O+lEq;<{-e8J-!6>F&>Uz)>q+9wRTh?@F75igihJ0&Vlvakcu7`B!hxK@I
z|4yk61P}mT0nvZLhdz`Wwvm-IR`ypTYo_X%TD@_)h~@W*qd$!-Uk!e2`0!P1%C+ay
znrNU_V>sFO-rzUb@F9R16&?}j5&8cXcj^{B_IlE0LjTQF)!TP}VRr}TmO55e*VgSn
zZD6^byMH~8`G4lSQF##M&Sd#IZUE5z0!n!tR=6ZUGg)K7rqfBdG=m!RY!&G;Izzx}
zA`i>${6pQ{Ul~8AeSK3P8{U46pSmlHe-#f)DEmqtoj{(+Ey?wqn>@*&)$x5qvD$3C
zj13mM+g@kn#rmek?6vp1h4%H28U4ZpTq`{)57unheHuT#LV>9$>KYr_vD{7;xw=j)
zr5f{8C{d%Ug$JjQ-2{u>_0)S)r0`GdZkT8(mQszy?lxKd!S4RycD}Bjp6coN^63wD
z_p!J5sSQygPjq*0*ZIy&sd|V+Q0?jdqB3z)!HXU&+N#m?4|dnD;?+puD@8Es>c`3F
z*M-`*UjF=M^`((A=GEhPZoq}0Tu9yS{WV7j;{}n~>bOm4SZ7`Ftq6H%Wh}Q7wjdux
z;k71$#qLINZlGB+E|{YIG|<e{taXOzk^Cc^pW`)I(b|t@tFvMgMZWLOA_O`usf=V2
zKi~fs2o4K?{YQ$`{NFF6hu#q#HQulPeId;ZQv6v+C!N@Z^p`jhyO1K0A^&)1WfzK$
z`;%e?#bW;AH|rt+xq0~og+&FhTk`ynTS!<ImXX%*FsHbsH5bW4sYX}U*z3cmz^Kvl
zVn`)rc&u)8e6p$SO#$B2?9;)yg=}xw%*wxT=Nm9SBRjgqjMs->{OE{IzG@zSyKu$1
zydL>=Gxnepu*+f4rP&E3g;!wKUPK`Z;qlNDCM@p!w(%sEk@hNqQ6aVr(vnicgiTbX
z$6Cr?XBHYi%lfy4<mb6McB9xk^Q(8njWat%X)j;nCsB2&sK#j>4T9w%iIeUR2{unK
zI|r`JQ=t>J_PP&RhSh-=-+^-7bzbn6_+&e-6|Se%i}^z9$9eVIXVV`J7F0n>_X(Vm
z56%W-hYV%D-cc}YPMOd$#ry(%XrUglQ;0j0;o@_+U39;8Brr#1XTDLdmS~E$z4*y}
z$K|`s0qsVsJ%zo&sY0E1K8=OaJxQz<_h_8RRxjMVzI?qq+bUe+`hv~-XpO-AOYlk0
z_x1JDcn<C9z@I;iKNNZqXUZDpzFRvtx_ys6=ojGk`zJ;>xb{VK*Mz&8SgotQQW(qw
zJRc+?C}8GJ;xZ!(R-gvlP_rVGF5uy{7a}+y{;cga(sLYyB?k<J7{q(vaIzl$%0ZUp
z;ZscK7(b<s;VdD0EEBa7;F&us8PZK<EJ3qqG!n!EHOJ!4jl0TdE=f3SSj=KnKH~DA
zia{Wrw;)g?^$3tn76KPVJ#jHOWutxiyS1DJ-$j>QDd2mm9Tj4NWwRK)|FtCI{+ZBj
zY~1j-DR7K|qXQm2CRCQeAz0ten=*|0QFx*J(n?iD%c*^hP95!@{GqvQJVEBXzkYRi
zCyYS$?)GVaIV<M-4s*Aj?jd(*i_{n-SA(6gCKK*9)9fn(ON#ZCxGF3ASZ99FA@hwp
z3g$Hvnbc{e;(Y^sp526d+#|j^9#Lo7hOl$(lL%{IyL+@7hBMx@%q=m$&EzJn;}Ck#
zHB5gPG3aL6=OTf&Xw@dyY6l6X;_&Mg*={-0_r2tg#h)6m4m?4PkPRxH-OA4hKcj3L
zSeEM-NUhB*;(HQ3HhH}ylZwMU%hX5~WT5wqG%m4|pH20R`{^wwgNZtI82v9^2F=+s
zA(|-08a_t)XXnpbdOTL$ne0mMC@!?dAC0{msXNkLmJclQq>;UO`$P2Ex$O^br)q;%
zOs*2iH|h}a*^A&iRzc=1kDu*{k%ZC#J9vFrJS8F{Z(k5k-@1Rix>c2#>_?It{Z5j~
zLZ7<Tv5d~>CTU(Xd-~nMQ`2Ac?c_H83;S8bAMs8C4yPbz@vKBtr%&nb;cwOHe8D~c
zB1eq=8n9O2|6nOogYwHKlSZ?P`f&N*<PQnD?&>c_N8J74Cqwk+3UB(}OXPEXp`J~9
zzy~=?pTdjx3L!HjI1nN)YQ>1Bq!*=$#}nYzvMg<wpadFBRNjk5&e((qm^1RDW1yCs
z;dh;)-A9-c@kqgufWz=#!M1H*1RcV*1d0j4ID@m7a;`?YABaSw2ftqzhg4sg0)^iV
zt`h3P8km_Ja#Z>`Cgf17vVam(l{)4`h3FG|<So)|Jb~${xb3D5CX56r_qI;LqcS+z
z+ud6dBRBm48SbSdE>=qT1(?LOT^3ahN*KyaE9uE~I5}RZG761hL~E3?;W&&6*SLfP
zpY&1UkE_1z;!E+WD?_GHQ|{>Eq=k~Ru`gy3KL`#_sX3Hq`LM30J(5Dm8!^&I^jyUl
zbe0}W#zw{PP2EH<EPe08TCuqU+Bk<V;)9&+_t?ux6XV%zQmORnp$i#D+u0nu-K~>e
zd_vnWGDM7j+3nl-42r)Rd5=ml5^p52oHJnVR@n|C=kV)ec<aN>XE{h)2RSj7RHE~1
zg0@3*ev9q!A_A|}yHsxh?ud;df7vIDo!P2EMwU^*Z|$GMthBweT9LpYCHYY1NS#QW
zvK#3G_Ju{Dt`aH#or?%1&0_qR^couyJ`WW|D;lZyX>CM|fOR&-oMfUJ_ezDCTrmnq
zJ$0$~_i2W~;UD)1^=sTJ{5$t=jV(gf*I(bpC(ICv$|0#*DkY>A9g5&(n`h%hHcVL`
zFsyu@=W<>vdx9!3I$uNKE8;b3gPmA@8%3ob^&2x5kqe7q07OGY`mrZ_?d0m{)HO8>
zodDpG<U+>FyUf+rp$>ZzS41h2Vu0@@vGH}Gi>z7gib@vy${at@OM2frddijV-*I0i
zCA#0yYcnDsxi9--fTe06Y*6==z~WI^8{H{6ZLonldJlrvbqU}l)!`v{KXAVnU~}Vg
z4_dYQbQSPoKnJ7Tw@mz{fJrsJXh9^l_M^CfH^KEc1>@y_LI9b3t5G>P5V&Eov%miQ
ziNI|-5iadUor}9rgGoXIod<PY=8hJ~cR(o`*fi>OpB0)Yq}9M&X70UM_WOa4lq(Ss
zVM{I^OdsT#3@{*}T_#*q*T!KIhg@NuRs6z$D^N5!?nrgOX7Ulh)f`9w1+a~KP0i`C
zqRZFV0Wqq|mWR1pLb;cd_FAnu3zOSoJ(p8%iLH4%8aq<Um(#w}tpz_OckW(YzCjVS
z72#>_%G3RvL1V><R8zZ3(m&r~65Gl+H22g@e!k0^ZmSTV+S3a7Ia@^Zyo%z=d{Z~~
z=NzwsR|ds;7-c8zL>|#UQ1N(JAS!PV_P(nZh@BMvGcxvpvt2b7I{ea&_kRZ+CRa}Q
z+bnUNQ2&MQGB}hU74|<uhfN|1ic1uWN-J)cSN`Fx{+l|bqZ5k>_&0Tm!|=ag^8YP^
zKfihtJCx>Z?;jm!9lkmJf>o#d1(Pp5U;lj#g26#<e;E9Kpu++>HDQFaa`FF3opPfP
zYc1lAl|hWEmHf+{0?|OWR^X+JRjyBFTiLM`%H#tHx$UcnN)=O?G`pi`^(ux6<SE#_
zxSMJWf-I&coOm9YJ$|(T<H>*<QQN(qR;v}GTyAgtIN-wOb6nHyt-U_AoYbiG>fLux
zBD1gJdjA39wLWi}d+T5#k6faRgV2^r#_f9(b(eNKX@&n9O8-))ND=MKM?D@qW)En0
z;d=hm?sfg2q4Z8DR-Lj!_+=w8iRGq*Uh5qHP4@jyA`BF}TNO1{uS$Xf(vQLYJ0!1?
zu6?;-GC6pyAA3^2ABRUbY3v@J$DH{1O=*wH+<2V&ojtKfg&=m*Lg$#WvcgUT7K_3&
z;Lu`XQmrwCNJ_?Z3mZDMFpFrhKqxaIb0Vig40}m>i5(Arm}MMqFSHaUG_4|^AQp?V
zN<<!xeb&53xnYIjMC@UbgW)loxN7`+Sak~Mk!<RM;=hR3*fF&opa{?es$v)4oWS3S
z*VYaN_Wn$c|NF()=Ko&?+5ada`B!1!UnYY;gY17O4Ezs^@83-ZZ&>hV{*$+79A^Uq
z*fNIfCgL9a^F*Y+^G%E7pZ$fu|CK>*WdF;-j-owd;XlmdyZ@`tFw)4$`VXIBmseBo
zUDwe3xT)oT^jO5TVf91LW@hJ~ykGd!srw)FL)qW{CS>@R$Kvnc?nPd@Kl&l=)~e=G
zWo!DI$ZM5<_*804C0(o)GkL8h;=!K(I@k#twBO|15e5<dr62l-$HJixUkmH8fVpvE
z^+Vr`rY4^MLqD_{V_s*(Y4V0tqt<|M`SH``*t7%QW7?i)Kh~#mZ5z2?1s(v2WS$DF
z`$iGJQm^Y|_&jpJsG!B+=TSakE?~l5>DSshUC<v&bmSu9;98;Wq+Y*7docg*@nD0r
zbfz;`httzJv-BUPpMH6OZ?gwpG;NH8Gim>JlJx9+b1Iqicc03SFLM{2fG??m3wztM
zWb%!VnXbNL4|Y$_gR%M{d6_k0{X!z}HXhFWEtf#Ti<nRYk;pY60!vTr@T)sy>tYBk
z>fsQt2NJ1K)oz`sDbWn19-;b3dA*Xz&^$CVoh*eifh~ln+|s)C1iTTC(?Cs_D7D{j
zmE?O3-Q-a)c)%(w&&Z{mqBhWPo$4xs&lac8$YPToWTBduF=RS!L-ROTQYp*w>=C<w
zb%A7D&P%L*h|=|?(fvFREjhb<-IbUfGXLWbiiN?JBvpJUqFBY^DB4i_KO*zpSUz4U
zoqwGh|GrND?{4sacZ2^AcLU8o)|&r+>;`|OGXU%xqxS#QW{W0b_|s-fii;G%@*|1U
za`Vu*Sy?&xc|}>s(%kaQ%Bnn}niS6ZRserfGH%<S$*78@Be^9{sy~VQWl!Nq$#~dE
zV%_u%!@KFQ#+ktdG-QrvWqspwq`(}*a`oKaX3XpUso9zNmvdjIKa3o1g6CL|0N`Us
zw_~d3)Sy+lxXejL@#u{+++}fBJW&FCVaErGZmXQ0Gu+O+UymsV{m&UI;&%m^k~3JW
zY+2n&-oqTltYO^v2iCXIXYs4*?57zci6f9*Qy79;gt>}nZf;yZUHh>tT?70PIpwhX
z!-rdzYGQe?kSfc(*<!N(0XL%?U06L-xQNYOU}B%mUkh5(&}2G>bGlYP(Y3I#p}*4b
zcK!v%<U@&=_ndmKpbat-??>~Bxk3<-pTggC9h0nI3c^oN;-TA7OC|F--sd0bxO3aJ
z{<Om4eIJDpFX!b-L;?l<4H4|8+qwIkgne49wC_oifgNE8H%lo2!H(48{KI?$zq%@6
zS8?x^?qUWg%NMttm+vv2c%+P-rai)z+Z|&g1iptZL&gG>LpvX}1TZrI5a>H)L0A>*
z&YMRI)Ur=Prg0aUcuDpLKJocE4E0M&@<ICmINn7dIRCRzazZ|#@O9?lJQh7^+Nd96
zzT10IA4Aqx?BGgtF4XZi<^(NBd=g&H@>C*`z0SCl4px=v;Jd$fKY0SeRJ77ZbT~1Q
z+L2>(=xmL?c@-qR?<P^tg?F(8uKBoyrTn%MtGL#D<_wW2WEPM=pMJ(1K|8$1BGI#A
z!zK<T-)F(J<}JilberSBD%NMBN^-LMTdJ}@yCHY-USKZg5?`W_Lq=w{XXVj>zx_1t
zy>%%w@D=OL#u9>{{hUllq{;wHPf4WTVO?;XpmE0#)t8W0Wn9ZzR5Gx~`N`3T2w!M=
zlLcP2^e~i=IPaUKlq9V%4go)u?f@t@19R@`?V~J!@tj;yfo5C}wxVk=YHEe!hA{O2
znr2^DAR5#begovem{&W64_(c*d^;l@>~?-U)O<T7ifW7ZV&CbczbmXdy<wp<*4!p{
z*Bk(%cwlOgNx6u*br0H9OV2+xuNDywrALJK#h?Uaf%5S66LHl1PXGbLoCgZUYtlJ;
zy|Kz|JK34|+2FZ+SsX7OO;S-9E~dRC`yC<mn(%EZDwpTn!GuCf_tlrpopEtH-2iy;
zx7Or=!viz?9~2H(UpM;p2=vYFjUfhsWPJi+A8c4Oa`uWiS7JwhL)S&1tNqI0-IQBL
zs0H+H(T;r7Lflor5KOnHIC9bTWQ7tTH~^kZl8wOSe|0U}x`6JkKO+)D4#DJ`%)$5`
zslTglKH!(S!eo^mtAXHRA}4pwN0dwB#NP?mOW=tN0eaxls3HZp$Qp_ucI)N%dKqGm
ztPpgMjlmsZ8+uwg0=^!mIj<iGOVKfNN1|gO?<_$Zxyxr!O?SUHKMhjw?K^KzFOe&X
z2^U}u!yA?hU+r(ga#yA&t-oitz1@mZnH?rFz*TG!Ekc}gZGdd35nxlzm=t8FlZ;o4
zYiOK>T#3<q5htJVkh!pqh~XMkFk65&KE^J#h(>w_b)l1NvMJ55G(AtW>VE3sZETg<
z5UF^u=Wc5DdTi<U1)2hSkdWMD$uaO;fX|~eUUn!O@kB-CV{av>w6=^Dur20s*mslU
z^g!;-Sk)loJNM|j&Un<4i^FDPYtlI~q;pOEp|ZoIWULaXEgTR?WB(M`&8o^35;m+s
zF-zl(!~D&^KNRQV87U>ydd^g~->!R1Q$0Bp=nNT3rvW9m516xxbV8N1;&NdtHf08w
zal`Ed>bdxjx1Nw|w9Ej~=;?vOGJ=y#r<kn7G7C`(2@u{ueSYy|?hB77K{}8-4v#>e
ze0EE?%rM4?8pJU<@ZhDSw+M?=Q#pvuFX1Iq8(JX?r5Gvk93mkSAyCx^m~+r(%KOUf
zSGuS5)32O`LN&w9G5Z2!+Z-N6YAupgzWPi_6wEyXI`>%m^2}0i@BXur=$n};7V_-+
zu%Mdsmx~pueXw`Fj~ju4v~zPp--m>!YeA$B9dDPl3sc%3*70znfcCOlH4X2xPkd)I
zq>JCba}S3+@O%=k(s}oY!aRH0u+~zw&+t2z4x!HwJ$+p<!VROW1%@U8YUd4Xnu{DR
z4r-~uz9^VRU%*sAK~LJK%xhXF_dI>wIneGBL}%V_CU+U!(gB)tY-%!Ph&%*j-2?2)
zRw`cJ^31(jnKahG1KaccfMpFVwLb;LF6Vji3@qb2{|M^y0-V{an|4+hG$foo0pQI@
zfETGkrdA7GXT!{X&Qra5vkDBP3SId{n?-q@`sLZVw0SJMZ}*K2{Y}t$<tMPoq7?4S
zrYP~rb)o=YGMe8_Xl0EJ(n|IrcCF^vN0S>)MV-R}iOunLz4~--FGjE=`sgQhpBb?v
zdd#{YCR$^Y8LT*_q}7s=+1n2jx*XR@^f2(_-r_d7994PQlF=danb-63wK;!t=Ag#5
z&=cQDTWreGsIVo9O<8Q@g#V;05o29{QkJ;oI&8|)r62ga6`QiG$&z7HmWIe;vMKv}
zpSs>+M$SuFH21`{yWeGrotFzw?cILbJzLa%R;i%5&ymzUS0#2<tv}_+d%OF66QdBT
z#c7h^veZOY4{n|7loQ*dzS<d9$HwUV&BO2W0moMT>k>BrGfQdd(O>6JP`KBJjwV-2
zi_`7x9aBfH0awdwL>--@n#Ug4-~FyuNB6?iv3Jka>Pccp?~djd|K+QX7t<Xte@uM|
zzPkDZAnxqL(>e*GyIzB8cMecZpF~MtuOpH=hd8wU?X8gb^l4(i^=Bk;*O;=_SxWBp
zCZ~4S#G~o6jGpT)fuycUJFWAa<?C&UH(k>{)8_?O*E_Pr-80czUrXqI?W$luJ98TQ
z^5NH>4)$9swZ7Gu{Mt8s(>>oY{jDM3*MT{4&*G@o_m<pWhkr=)3)A1*dww0cCH1WA
sX#MD3{&np8rsw02=^rnzetkg^_pae-Ul0t?{XRi!_im&zLIKkM2c_lR;{X5v

literal 0
HcmV?d00001

diff --git a/assets/sqlite-mem.png b/assets/sqlite-mem.png
new file mode 100644
index 0000000000000000000000000000000000000000..2be57146379021fdec786d83624739fd04395903
GIT binary patch
literal 15803
zcmeHucUV)~wy$N|Kw+y0Xec%WMTvmYAzKg;QHlyk7Z8vVLXi?eh>D2RC~PT$AVooG
z(mPQQ5CdcjQUeJ{i5Lhy0n*-#r@XVz)^p#x_n!N{?|nOe@v+vLYpyXz{f+U9FgDcN
z!MBfZ-MV!<^v|EYyl&lwv~}y&!?tb)|CuE<>8@L+c~}4JnX7@eGsFD-rlwC}UO%nZ
z-Lzx;V6JZL{iLneGHx83%zf~ynuC!-a@N~Z&dx~t3nyER4L%%+-?_PcC*<k&>T4Gj
zpGX~bi&cxy-H2SjTko*w_`&^+YlHxX9nr6MfKo$8^;6j)Fv21#kTA%!4sj_crO!^|
zGeURrey(=}LP8&a-+3$J(W3{!??gu9m9yYysU4QXyHIwI&*<Bo+xDdKu6OM^rlAY2
zXG>iTjO0CNkUJ*?Zg`aN-@ZVmQ<zJ*fcS;aFLTn4S#ZYVjS>nDHD+tZvR%@UEzx@w
zTb8B=x~ChMv`O?VDqWSm)XnbUdw!Gs+j}aKHQyS)ytYiGKriIm;Yiy>Pd=lyx|dVZ
zP@TbxDdbb3TLk4?2|<GUECS4_#7e|MP+H*UZ5R`KR*xOqv<($78YZ%qmt<QX^c>Hf
z3x{RT_zw*P&Nqv6I~CzLL4yrk4l`$_sBR%LS;aeZuZq{R0Y|K6dm4)7x_QUG8*;VN
z3Z+5IUvJerv%i|-jv+5~L`T$VK|8cCsGgF5x3es25w79J>Zg}i@Vz_jyChmU2g1cJ
z)2p?Z)1`m^iq&ZsSW3S6%PKC50we!6R&M#cFQF%`$E*Ntt~OKF9oOeeLQ+<v`0S~@
z1<qtN;{<Zn3q`DeOHsuGhP<a1>{y>gT$z4-Hs(I$sqUN{yhQNa+cNg<^p&$+^mOiO
z`U@0;CdKgHXqRf1f9;XhImN<y`d~?`?x}-C1Oo}|$F#C(8!z(8us^XQ)vIxv6dnuX
ztYq7WAMOgdHQg`I)+n;B?y6(ciEXy`4$2OSU7e*4)FDf!dJC*dNIm9uGf*WMcNHv^
z*E=@D7gJYpu6MYnfwNpBU9=muJhxZo36oY^<l(V@vLnU3M1pQS=tO3c7+wCA`*nlY
zy3-94*&|zE=ZW04BCeXN`c!uOhcrCam!PSPj&|;+h{8hZaJh2G5Zi^oXnMBO>|JJy
zq~9l#7Y2!P&SNbxZ3?U?qE5I#LH`*<-TXO)FM=u~>$<CbU3`B#vn3gdo-%Omcyd~b
zTFu}Vfme*Da7n0HIGu=qEh=Lcm7VbkCnl9~t1)|3eQuPXB*TAcSnDY|LSC_kD0!ST
zxA8Oe5q;*~S2(#*a^?0a5y!SFb?tr;w>(6t1tN*p*?H((^!X#AWuq0`f}NE!2l(sm
zm%H~R9Irf9FJdt>TeoQF(?3PvOcUZ5yCBa5L*_!;(r$29F$?kONm%r>W1F(22F!=~
z!Mq`Ee7bQ;uvN_WVu`@o^i)oIXRv2(CFa-}lZ9kL@DWv^D9+j!J(!!Yob{KY-mAD%
z>H<TpD-%$R>;3I}<20m6QF;={cgPCZOA6XgvO8Af;vh#M?@<VRvK|REJx*sd5HVNd
z9oP{fm-muVJw$2y&|yAPf9G7wHBIz-95}Fe&MjtnTA!u<A$AyLpOVM55(xqM8r1zE
zN~atCv#_A=WcyJII*!Z4wK03M^sqIOf<u19HN}w%W>N9rj2qs1IoiT&){eSpg20fy
zTg9gwojcqcDgq07Sj~1U-8GedS$D1$CDr#rFOvz@xiz3GV)JX+sOlW@EW}ot(@big
zAy!J`O*{sf&$e!2ZrUb~;jpqrTgTc{RTbfS0zLi9KXZcbP)P1Y^>I$!FD@<8EUXF$
z_}LIf?Tz599qBeqrwyvtk3SQ~r=#fu*_u@O{o{)c<v!|969*NI42P6AKmu7PE}J2Z
zpF8tzrU*Ubo{Z>EK{U7uXswLIIVpL`%obFVF7){&R)-Q>a!s<j1S24cwn46IqW!*e
zqk@<!5Ak;&^(3DjCj@D!|7@hSIzFz0AkNk^NVm{$u9xEFsz&a{Imt1K-OI=7L@S45
zw(UNWO=U0Tz)o0sZVaEw2aB~$mlCw3@bc$}iDrk`@tZ;$FkFrkqnV@-Of7pdljz)f
zhZx&7R3D>1!@zOTHJ<gec|=;Q2qxJSfm33Vp8d?|Ykg;ash%(aEj5X#jpdR~DYSf@
z;TQX`*m@sRYqCu5!*CgxM9oAlvb1Ed#5!bkVk!u$Nx#;nFui<6UCDY`OQMQevF!2&
zhuy)|;()`;4{FWFa4plZK}?994_v(h(^J;tUhtD{?6Aq*4O`QtnAdIwL_OOg5x5`d
zEml*>waI^|f(=yi0{2|!?Ivo)4!gp2VOThmUWt1eEU|B5a*7}#%JtvNr!Lee^Y!&i
zfu3f%Naa@ULL$!E2li8fl?8U^8uE^rXU^hP)MQ&k$~Yl}UOG-TkgGmyaX%7L$+jUT
zoVdDEX8YXcYPd>blg}*HW*PWF#Zu>vW3Di2erX(ipwuM?zOw%sh7o{CtQbq#ueP00
z3}2Z{UJj;1j%b}#32&}Q_xW&iYHf~!;ZUX&xCdnunf>L1-t+h2P5KNKZVRd9P1#(`
zR(Jpj>9TNQ2F4kKbuG_{3Lm*d<Wv*Taz_Q`XOyYckg4?Jw3?NXOvG#RU6t}5Ej#E2
zrDJbwL{RJJBu0uoQcw$Ma8S%7THt)5#WLOfJt|a(tV{}Y95kD16v`W*ylS@T!yxwU
zbzG)zvdw|(aXIr?%<%!@6@ojxhiFHub_5R1pe3R9qffee-U)n!bXrm&#q+($@oNvu
zVk9)xs%>V+?$pu>*S24EBe>;#B26b1EU)HP;u7U-o>Yt(AWp-VEoHqKEraz*v;)hS
zwH(ZaKAUnk)4|x!La)VJ;bH|rjNyQ8#=A7ysO`gh{4wkBLw&JtbTxQkM3Is0;yp{n
z9%5*EZB$o$9sc@B5DcmwKs%L_7Ub3y+x-)6E)1GY%@D^I<hQ;bTkQHUb1Th_prPtb
z-WnX*xTi2&-2Yn1^lv(XmpsRIbObeNEoBHkhx?Cwo-2blDeuGAb4#4?aZ0yd5o5P)
z@ak`@7+pQVARa0Fuu14a#SU`nafWws6wygg(*E_BvBHQQiUje;nvZGu7tnzruw5ZX
zo>`Ljd-se~HY}e|3|^UA3JJ6k77!WmXNHW{zYn6FTa)H*xntAU;Ay=lVll+qDYM6e
z=P65io9&tTlv20)BAVmcShJ0D53#7DLD?U>N8rSO5<~NS*R*fX=Rzt@xg)yR5`Bl+
zPp70~v|O7qiqF}W7LhnU42|m-*SB2j^>rzC@|N7aX~VOm7T3f5@lM3AXbrEvVbk<G
z7iKKrj|Wr4OUtz+m+6eWqJ}4h0V8*|tVJ1oGbQzN(`$m7OU7N3X+C!kewdI5X>s`&
zqD0VGY`>u@C-DxRDi@~xzK|-R)_RnWBXUC7OFjW(d52&_melLB_Pw;Al~L7%niZ~*
z`7G<Yw0KviuO7vav)E!z%NjPFk=NFO77Q6uUb1X%9^ydmWb$KRthuH(oPT9KPNIJp
z|F|(^abebODp)g>oY><z&?K-Gb!{Veu)^@E+H-0Rqjd{uLgI2O@|W9!_ux#Rn${%^
zP-^+8)m1YlymHvAD;9Cxu{HJtB=>gH&ora6H#8+W%}d~P)}G2=eEZ<pn355(BejK?
z!h*bk5LbV(8=Ci-!GT!o<+>uz6qs#EZ&9UP3K}tuys7R#{XUp;yhF?U1g(aH>i!~{
zmjfNzkvl`a;8<t7Oix5T2}cXcOO&PoGl)VxeyyqD#xQg!iZuO!{ufJk6^_xib#$2(
zo#v;%$W-y`V{F71r-iwTPAdc;UTR_%!(l9YA4qdNisaoJD?E*Ux6_C_ck=V+C@9?=
zI$8+SKAjnF*u%$l)`F_&_1LtgX@7aOB$|<)$a7G?vJETNb7NkUf6-caggwkPOw&;H
z)y$=r@;|tMdTAX~R!dPB5Dd{oHBYyF680pX39H{(1&3WnuPq&|?SDhjsu+f2+hEkw
z8#~ig$D$Q4D7gg|B#9ko!4t=<CgP+F6eI~~!Rg!n(y)MGpv6&Efo9AEq6e;OpKAbd
z`u-4FEBIkS5ZS!4LlSC1)zM@RCd|e_v6K(rlr|>1IEZ=BJ(`JXPBAgUR72J?hg6mx
zFArJ3EsP)bFB=EnMv>h>sOT(YZNE|OQf}%-aBMeoE6TxnZ&jmKmy}JoFAw|RPe@VC
z_=MsUn5cBxrnhwMePWug;j}493mpH~#xylXs>QT^ehV7SQCYAT%(D>*Lrc*d&G-{h
zZa-~ku7FY-kioVkldmfVff}ymwm;&YyPnuUbQXNMM!lmcvSHMm)sW9r9*mVdTme@x
z-#w%w-d_)Q8YWM0v|ggLbbAR;SB4_m4cAsa4qFl;81LCOrx|s+0dw{`=B|$6vdbQj
zPNTaQ%<-qYU>07l!s>CF(^bK%3**w2UOmN+^>C-UXccS_e=ZFU`IgVs0D<-8R|F-T
zDG!0;87+yezD_SIJP$eMlN!7P;ZEY`I)lVxa(nG)_E1z3nY+_d7N}cF<?z;OMuG6-
zDr(th#Su<+nk-c-CO@S$so;~RDHRcb@Gr<Kx0<&+ff_G1>pv8CJMSHPLZxmxt^0wm
z0o$*EIXwFUKTKvcr(O0S&q<8RJcGA3yZ2OKZTJPyM8Elgymy$6$Bm7__6)Vb`3H-N
zGZ`MT-$Z9w{j~E6@(BDL=Fn?Or^MwqIQq$0oW#g0WulVPhhN97f2*a{$ijUwyH8O$
zF%?EnP924pN^@#q%JzaO<~2C}aG4>^psm5BfivZOEK~f*!`t<Q4rOxc_KVy)QT%Y|
z-Kff;-H(d{dVC0aZ}&th4|(adjSVyr%&on32c3;9TM(sAngJjuX=W!xrC)6fZ%jKC
zgZN}7!R|U=OQgRvLLWmmED~Tac+)0hv-(;0-o<Mc_^&g46~TyLq=tEd8&!#yi9{iS
z#~`i{f#T89ueK`j%W7^fD{)?X^5Lyv=K=-2<#oQf(PEfWXfAzG<}b+zkhO$!OOZgo
zMhUI^eGM{tAfFC$5fS-8f7Xy8FS4O&hTBu~zUmxs#r9|9Hm<$C`7txDRc{4WdxLvu
zqcUgNj(ggM#@V3r{Eco^PZf2|3%yRxU)$sXe?tS8J)1*y;JkjNdEeAkd|J006)Z0>
z+4(fZgE-?}<mYW7@fSnCnx+qF3pz9{SQi3v^!yqL(td{3Gl+^2KJB*66cGAYuo%<I
zI%EXmP~f`}O*<R&=I~`f>rn~}$Bo}Bti;EuQ7Wuk_;5>;;id~&xjl%Rk<d$hIK#a^
zuv1UW#E0m{^ONIW^AYcproA}Pe^uJmS@neyk?1o&7AgPqrg>%$Ospq2h{>N0<yN!$
z9GpNXg6?`t$iI4dcI-@fU!QRL`T*#u4HN_IUi3Z-WvqNkk1YZ-79a^nJ?EN!aLeoa
z>WgiuF6x<(cwWjS?vD)S`c-qU>|DX^zw6b?r$q>t3<(@iQ}Wt6K$|IeXG2zYY>6&u
zJv$O$GF*@Dk!X5VCeX01-#<8F6H{{2e&cCN3+$s-%Jav>DUHW2UFS+jTesgB^5-(!
z^Ox6=Md#JiRoZVO<f|68lS`&)PI+By2)vb~%eq~J)=JHaIO9a9E<Og#KZO5WRX8^9
z?N9e)f0{pVcI0d0h42mYLEdT8kMtyxIfWt(CZn27%8LBqr@UeXLOySR>|#|Fp}uTK
ziJf5K8dbK4kSD!zH<>>nF0-QezRsjyumvgaxSNhg^!%Fl2KA8MMv*}%@X~OV;5+I5
zjU;#Lf(R|Y9%h5HCiZc8J}IP}TG5P(ms+YW`D9s1k~c%xtrL)REZQU?$gROuUYqi}
z+I=1~+PFbOx<yFKh30;Xm!U<~GO`B6uJD4Ar>xe-s{WsFo9{9NeDBm}s_}dVe}<z{
zUOkCZ0Xy)(3nTC{4%9+gmA}k0yBbj*eQ(!pYa%&_n$N9Nn<T>U#5MBp#;sME`%qfm
zUm%WrcQlJsHjHqzJfzBf>Oc)0?;RQPc4~(xhV!V!61(1l`b?%Gr*ZUGJ`{XI?9kxd
zeXAq<de3=z*#=%3Af>*$ZI9Nk{`*H#qpwwq*j9x<8qBkl4181<7Og7wp^V`N_1Ly^
zA!uBahK(7++}`CXEANqWI;HHubXTkW4aSx+?>+Y0hZZl3Ky6dSNZy1q#jrwRnroJ9
zfw02l+}?8TrDrG!s|OGJ4$T%*mNGG~*f&zoA95HrbXRiKp=HOs5qwU}yA;(4gZAuT
zX{E3;M(OPx7J;i{xXa@Qmgc7^!Xl#JkLCC2BNU%Gi9zn(^M?hCJ-=-sm3e1TW)50-
zu9CZ3d;1(DYXx0$K<EBpa@RcMj>`OAk&{AxCn=X8HtR9kMMB7}XpPj;NG5%jOt$;<
z>u-IBFb>eP{9AI*&ntf04-ek@Z-uW)uRFIVjVhO;Aj+OgDKaM~*=y7y<|QFf=04HI
zUQx>1B*lBN-h0wEfh5%n_i~tD{9Um_d&)BRmGiXw^>!=A)GdykKdZHv1`0>>8A(JV
z!ws($JN$X+UrD3=BO|ro<`(&&(VrH-P>q<wR(HL-_@2IYXzuTOlT_KFBG{68;8t|r
z+;LIdZIgG99BAs70K~Qyec4-$k$W8NHae2_jcJJb-v3R$u(9+y>$C38fU8X^u3_I5
zy<L^e=U6vU>4M+3$(lu@cSIxIqZhBY@6~Rt;v?Lh=NHi(GTAYfy+_TyIkLFujyxj9
zTOwLj=ZmQMsKv>U(aZ<xuk2IHw59W}$<t4toGg&<43&4;Dn3>%oK{H=sog8@aBsjR
z9o^1h&LRNPxtq1Y3QilU4!NSE#T+0!SzV+sJ0f(Wgp*4<)$j<pQ4zVws;qtBV=7kn
zLw~oQK+iDBDkU8e3*!VX&NT_9#6XmvD3gP`Spd{L#hj^3w<x(0feW(t`|>kAfd`d}
z0p!pbpeIr@R+XNoo9^#W%rh%E=E_(Ni#kZlz5hL_hMQV&$pGYV*P<6=li|dQ)u{HR
zsqPN>R<SW<5wn}4+hiI5RQe&V0zfmptR@&sN8d^q=VkIvyyv8$WyWr^{NLHe{M<1r
zHx<<7&ZIhIi0_8xFZ|HDha^(5V|cO#vSg~SD1886fF1829qIu2M!KBdsIp6^n4;In
zFWtqCdH~>~#I+WdixpN+?(5Dohjv#Y?0kDn&65Fulz5yAQb73T?V{J|gYHn@g*NFF
zfVv!YZFQ_&zg$Nmde(L<efikLgF9W-X^VI}j>0N%u(L|iX@Qvo06VOy+x0KDZp}v^
z)uW`td#Up9!Bf6d&l8{QfG8z(q$sDPc-FK<LzLxgVzoU#<(fDTlsM^U-1n6;vF@#9
zb*j&vf`O7hUWaH^;URAaVB>hoYvaQt0F|{(t>Xb3WG;u%!Go9N7>vN)#h_NKWV!}v
z7Q<zhv7ZKz^yy2s{sT_>cc{X7Ju5#xEz0G<%sHJ5Q|#N&Eh&k1A*%KDLCbF4I1G15
ziLd&(LE?)_cnUM1d_rX$d+@ilCP~h90BQe9YC$G&RukoLbNQ5I4lMv@fT;D7-<gn(
zqE&M;BUz0<v>4x`8s4I7G0LR56h*(8!P5f}*U^(IgU5y3IMtaUqZaU0fZ?YM`2*aD
zem*gP+IvDZ*fzqB_ld<WJ>lA{rEVi-@@i*5Tpp{uHD2)twj-3rt3TBVUCWE<Tn%<D
z584hBi#(5ey>z-nOxM=zz|B$Xb~lRU8kXEn4dW%DlR%o6IJU2^-&tL0h1o76PyCCM
zoqqN5j0$0)-w}Iywt-oQlTke$0<hB;mEO5T+xCqrw`}qry5Cqe(GzzvE3}?Eej<z#
zz^|XqUFoPJHAji0KryR$DR??_h;qwR-TwQ|1)ulg$mm^&^)Tn%Zll8}F%uS=QA@tW
zcZN|Z>+Oxj6dMxKG`lA(!mJCl32+_n0QPd9GzD2`QQC6xsaj9!tuFnk1&dN=DHwMN
zz}P7OZaxBIEIq;oAGV3rOeJVCQdfDn|G0lvkqB-qLY7?Iz%Qa8?%!{}CT>*nee+H<
z_rBDKjIYvWy+4G#*qQZilgf(8s<|Dy+@oH$u<D?y$nHDbHVQzc4HKDRsbn*ERS8U2
zw!Xf16@!FIQS4O7y5TkA#Q^<)r!2ySYaxTKImvru&9d<TlyAuvH_y}oyW#qNYz*T!
z7(AXD>ou9|veqH>FH{Pjr!w&TUtH&f&VQGaKBmFn0<{+M);k>?Z}#Qh9@&<L%`J7O
zTaYIww`Vw7hq=7v86QanJ$e?0GWec<<Hi0l5on}}<5J_c$&Y<x=0L&mA1$_BQfmm|
z#<&Kn`!f;vx1~kxxi3?M_`)(Ddea1zQlxEz`_e0pISic)_x#lnWDtLk-JG*U#xg>>
zk-mt5X(OvW@}5aL${%>S+26AZOq{ulP-LcVy{K|~24sR4;QzjB*jrg4KHZO*w$YHu
z-(q|~(0lSN?DI4#ePj=K|4kEU%MRZ!=Tt#f(ebx5am;9rFHGB{ELUXgzUr+kF`#hH
zyj&x&7OH_&`zqtxDju-Xv8~Jz`9MINgyJ8@rA++jk-+Cyy<|3rZ{O>n<T-S$E0)Ns
z>AZ?XgD~ko+TE(zrA_x5=OSebPcnvljr5r??jkIuD0o8lZJ6U1Hk$L(H<?5Q{gX5(
zR;Ty;%-6(gJf(tui_{Eg+rB`4$q2u|*D9{=pVSsFof5)cOV(rzbw`V-c4=@~i&G1{
zU>UJn`U&W~CWAnllC0=rrtv8jM`=%X+$<n=Q_X++rdj~a12ha1<%-_@NNkafyEjd|
z-6H9s1YhgE7tu7mMa=8=Km!`3U##-ixO`;OBv_>5lJfA4mKaE)oFr%_Cc`id12ukm
z77f8jpRHu5(lAahW}j2S2`guR+K?*`5)eu+U)f!!onb6=;%jr2y}+<cE6DNo@-jz5
zlfcGJBG%VA6LuV_za$NmrvbKYKB5|duaT=0iQU9J^CBfSlVOC&3LLJ0TLm$}9*@g{
z*YH4kQU&~nYuncDicCF0f1R_C>f5Q$X|boLv&N;R@EM^0*had@k2?F&*$;%y0hDWj
zRb^p*|1GY6)K#Kc)Q^s}TsGtVfP-Lor?=<ilhf`Ou@ahbO;a?VFF@-0qY;fCZAdS#
z<it7b3a7Ch6sfara4pQ;@9Va^x%MO9sQO~Z)+bSNHSc+uTQWX;2gKPnXzKZrl0bPa
z9z~ya1yM1XWLt7Wzu7@C?|r-5;_46N`0ZP*raRI!)vFtW*OsP|@rc@)ijt@(V-HK0
zr+x{^r(7@lcz4Mb)j6Dt7BwmEZ$G9`IvD&TP3$YYcaS2C>JN=*nkcHLTTc2|vt!Au
zp#U;E{+EnZkY42A`-<!kM=mBk6f4m?6NEoedG)wbX=Ho8(htp|T=szL(H}{K7k_>v
z`2VD}f2%B{1H-g4WGp{Lc{hpGn8bp@Me*-J=P$xM+F9>Z3WJ-z`@L#@D{Ay@GmK>-
zcTqUkOOc<O1K6&42mk18{#ukevgZ^g#lKs?9Mb@y?$1kqE$4nLjZ=x!FN|dzV%xUt
zTO7)a!=9#Yj+CGMz2lE+AwM`O6uIK?;f$1|d+!b*N76q<jTqeeD>6df_e1?QHYWxA
zJ~Zf#A?iRxNgcgD{EPgg`0q91;|c^CroGce<(jfFNF9D3$xd-v3^I)0?G^aLE3;%Z
z)Ng$;-c>u>P^<doS!nxXb6Zy>1Zlb`O;*D$Wl`CdFYI8a*K5ybqKp6N{782%9J33V
zuXJn`DD@sYr^xfNAU#evj!)qZ!5hhe;4@X4-qzf4XjlKoAjW^}Ww7ZnPH&-&driPB
zO_}nl%a`)uKf0Y1ym(3R`kUKJ^o0q0M}M*7B`$}32{_UAXJ<m&?{4Dnng~o)^_@(*
zvvJFlSaJ0yoln(Mkc*Sg@yZ_k*N+&c-UQP*PC*PB+_^K=VqvIUf(wce1Bu;?DPm>O
zUd^B~Bz?f8dt%S(kAz4l{LI%5)u@CMoq=O>m1|gWPy{f18T!j_8I!$Mh|?)ba0NvD
zaze72-z!kE+SQ0*72Q6`lzI#(l=@N(6$5BP*~VopSV_brAstcSIs8N@S?B)tqez-1
z7Tc;lzfEP&b>RD)=SJR6Ekv?n616iPD2nAnWLoO}G3n5=2&^e?l|UUvL5gZ=YNcqV
zKW15o@BOep3gLL0DQ8pj$s(&PS94_~G(NL8XzuM6e57q6ccuSIq~@y~KRiy`>bPUM
zZq4blphP+yFKwj6>ply-tYtKlJ?&kI`JTfyQYh^L5ON-C29&qrz&unu5#Yi4^k9cs
zSDPPhx6iJ5&pkVqse*g&ao_g`!VgoNwKywd&drf~oWgPla4Hyy(zlP)`AS=`#0rA$
zXLPc><2j#l&CX2)?t;0v`ODumhWUlBc_XaPg>hQwwItI#v*(rG*XkcNmbwtq+N!g9
zK@aUhLSIlY`HGRIsUPyk>LvczxcHN49b0lbrf#uQy#qx4xJ&|0MTY7<RKY`AE`qj7
z^~o>5DCEI(kBo&absj{z1Z(4ad1LF%+iOLjrsF>{%DTF>V^#Tg<?)}JqvG@4dlw#w
zYy>@<yo^R)_S&*@<GpQdy4w9rBnUsh9xqy6sj}ovy%~mB3C++<X{J9^MQBmOjlP8+
z876T3H-C5>01(@U8GCLl^LhK0@4KfT*ewW0ne+egE1@sMt}YZif8RZw1n$ZFqSkLo
z6ye9g`4-=CQzx6k1sN%Wn!SQh;28fIC*svnS&i{q{=D?JQsF-(4c+dHP>|1pvZc=9
z%{oWn6AP6UZ?6U_<%E*=*CuiAn8<+ANPDO77Ktwic<9SH55q0EGyd}2rcCe*2nHHH
zFB(f#R~h&2&BJ8ConWcPLoUZOQsOa2=S8`p{|C1TS%-5W!4@9@yrzgCX<(N32M*m|
zl@$86n9%4W#XV^qZ8&MZ!prh10W|Awkm6cL5iSr+A9K(Ab$b%3S4Ia?S*XmBS9?Nb
zw2CQ;(4MrsgMWDa*|$B%HV;qW6QRlgFFFm9ab=sDTk@fscPQ`+A3vW+23etgMkI4-
zhS(P^p*g4lCNigdxYeFjqnmw~d(0Ed9{=$(g;MRduMJIrQNz=fq@cWkGS_${wV<*c
zII~N*5O&vujG9SsBPcUEc(~}u+tBU_n&WWrV#nkH9%_UzAIBK;WSn7qPp=b5UYeUG
zQ+1Bdhz#Z^J3MP=5=gY3yhKn6#g?8s%Dg6X9=G%yiZqa&`-8lNtjimBu_mxuYq>nA
zbg!~!Di}_^-nPJ;#lfmIL1W?ufx=o{e2U^s6+08s-~y`S564fUY*>Pkf6;-t_sM*O
z$#L@TO%#y?t$@{hi_*AE@5%P$$@x}EWm&U)nOd$QLBkO&WiMAZ*Enu%93UvuTR(D_
zKdxyhTp}pfqCTkHm%#Vk6=UU4#SeROj3i6ldR{HjyPg~5k+|Omd}DC|)BTTFY%F&L
z>-_m$#8gS-cUCZe>Gf_l;B$b+OtbdwdVqQ&a{!ELaQUjhUWM#&4uGo-I>|$??R9)0
z*iqp^T8+#v#afYlufDTXxWh@=A=ys_0GpFGf0?yk_am~;CP0d638p?3rPG5;ra&b$
z>A0dx+bF1U-B5G+Q(T1tXNxY+QuuTO$1jGt_%6(D+cx%xvwL{*-*nqGvA}1z@*O;L
z6K8E6Xl4mU{pHXm9sgjsy>p{Y>=*vn<t98x8@~rr<<5=2{qxe_>Zd=Y@sAMZpVIhK
z8vkE9hxR1-CIF`c^z)0d$@TUWzs!Gby8oAHEyC|WSnIG47k93?HRW(0;9wz4B6%(E
z!P!kPg`o_c@VM8fNK$41xZ`CXjFi0CDL4Gt$QNCr1b0KwA^sT*mo`+-w?H}ofu+OL
z+{Otc4wRyUyB>$}i#!1++giuAn1G0nU|hESw+tNvr7E*>c^i20`A1hFW5|xF3GDIO
zpBj#Wz<p#D1?s9v(D!BZ{v3fn-Dm9x2p*O=)r@&L`LEqM*knzV|Kz#q!KA{9i`nO2
z#mv`DE-mOK*f@ZhbtOQHG2)N_8VcwfDV6unTZ2}#Bf#72gO<M7pNkdy2I$Fk2PTTv
zgUz<#EFcqZjx~b{j}E?6YFT{JjhD3WkKm1uVrGY`y8&P1qs6gZ={(4nH&EPmV+pj<
zl0kRqkj)FQ9sHn-Ii$NMAwtNcmnR4)=Ei^&uSf?Jm#5>1V5>KkTOQFJT4Tj|q?IW+
zkbp(+-?sjsq@_yshG7xseV2lsnD;#-7;%fk*`b$B7c&IW@2zwW+pgTN<8gK>Pm`pa
z|MyNm>>De5s9L{v$N+C0Jl{N7LoHO~74BDFT$E1-v>UeR*-RgRSsw{^Jb6ZQ;r*dW
ze!CUznu}vL4hiKZg-S2-PV7FKnJ=H#muky-Ut*xKIvzjyP)9)isd|86p+FPDA>!Tk
z-Jigql536sjGLkQ%&AgPI^RleseO0cJ<A$?(cJ3D<+B!!8bzx0tVcX*)!D(@|IavA
z|1+$wPcK2Dtj}X^eWTyt0hrT~JzUsrs{ud?eJ#+=u-0etlCE=D2{@gM!E~3qoBIOf
zB83n<sR){bX-6#x4U(R>rn;Kz!0etf=weq7064vb1V#elos2Z*&$h93v(c`w(yRyP
zA-+*Lfc=zsymq<Q${?Xqq+-8y*-eu{f6zQl0o0~~{AXvUt0`%dqv4W<eaneVZ=iBg
zR5oB=8F+F5mhTi~x6>6fNSKy6*wx}uTt*IIKAu_60xjdTGNRvLC>YgHYI7QSbH^1D
zc|qtYIC>?X{y-a6G65UPx5PyVrCH3;gROnMh32yRt9^66^%$zW?7K*yk|`5MohfDr
zp|D`bZj!tm^Y<TgW39~V&o6(?D>^c>B2rmg*$FKhDXgU_fDHSl&x6$mhhk5HdPT;<
zb2ha81?b=_NU}z@bnrY6He~70VgsWdTFp)&vtEpA!Prwq9bm+HG}{<*>gK~_^#IQ{
zA7&C5^a!8&n5B1FChN5h5f8<s=7(aunSjjnOB=cXjA|%Zgn)u42M)f^zw5qJgOou+
z(ij#-VgX9q1!4&a3x-vQLtqj^U%j{T$fYO0mhnoO*@EK-XCi?LKT;bw$fqmGsh@h0
z5=Wm6rl_~Ug)ku*%d=e0tZPaPa1F^I`OcxP;CIRx5Br`2ZK=3IE`m!(IEB}EGl9_@
zMO~~Vf%3qO$DA3T1r^W{D)8Wks?i^HMV>Q!pMr*Wo6q=laj!S)^@#@1`tf{=<n%-c
zz{Bz_0JWh;PJohy22XSzdT<_<3Al~fh85QbL3#F#uJ_u$DUJ>t@{!7qo_)oy^#m(H
zXP-9y^CGB_;)&^NpK`kVrqMu@v&mq^<MlCjg++)Xi0Ko{l8dZGf-;6RCK<2!x{BRq
z6jCxRFMToTdN1fB*dizPD7ti}X2XZ7yxY_Or^#?_umo@r_gm0}!vn={HrX2BwGtsc
z2?M{_!=nOt1G#Z@pztT*yC2bY0rT?w)1l0-(TbhtITe&+0KTm75dQ+mEEaFWz5uUW
z6ALF+d1oPcYz-n0V&pZp1{`VSeYS0Il-&5&p1gQspd6m$0%{{yBA^<km5q97rETGU
zrb7^Qj|#^c!?dq8IN=k@3IMrCpU4}psTiR6G}$?iBIj$MwbLcp;#ilABwa{k;7-?c
z9@q0z+lfq2Fg|4s*9OdvlZgmiJ=hc|kt|H^zaeSiaYhA1P%0bw5QWoZ#JnM4fQ~mN
z9OKn*A1*ZmI5`(M%?H>QjMq7c3%wH#QP>8zV-EJEo+gjs%(xX!Q5PBL*KqpXL%`5J
zxNO|Hvu#}1WJTO4H7|m=(#I*xvAZem+b-V*x4!6zDea<=b9&*{XRt(02K|bm>hsU&
zd}zpgl)k!v%NQA`!6!Q@r#^4Slg}ELQ<WoAc?33T5t)pWXfW>6A(d!-nO?_%Ti3^4
z+4bU5N<vvJO2Zs9r^-eT%7Cx^;3CC)zlcft$~);eBJJ@2M~$w17&gRzlg0d011IeE
z%L34W6s&<pZmj_$4hA%eo&D@LMy8*ad_46&#8alWs%>-OvsNFx9jz6F@W+Mj(9TBJ
z?FYNG9uqDcJQ&v|Y#<y$-%>f8&YkaDFLuAxNMf`xm4{yPx}Ts6nvG|Jm+j~ejZDAN
z=qM4gGU~MHMlX6D>OB18gQlUXx!gDenrhV+q$1hP0IZs1Bg|U&3p-p$+X19lW9w|t
z8aFE*Ev_^-bWIYsLk+nwJ}zcP1&jv6-nY7@f7?e_;SNbHjiYntV)jiyj}?P)`5T(7
z*qc^FFh_Oy-RITm+33jg%q(Cy_udbdyLa<P&#9-C_osWVEf-;Cpda=KP{xpR#EgSo
zAuj<D_`u!t^Nl^TRX^u;H5<x_UDi7j_&Gv)Ey~BQahvpE!WaiOd$5c1Z=($VUx%+1
a%&zN*+k5vp&;TiWoxZN&*+T8>cmEd@S4cbn

literal 0
HcmV?d00001

diff --git a/assets/sqlite-time.png b/assets/sqlite-time.png
new file mode 100644
index 0000000000000000000000000000000000000000..ba0493be6443a6b3f425b9d5cc34be030a91b752
GIT binary patch
literal 15594
zcmeHucU+U%)-E1rY>3EMP>K;zEC`5{s31|%0SllaAkqeqCLM%OQbq+-IwB%9Dkw@7
zqO<@RL27^~JtQF_geWC}gcj27j&shLJM$f#@7}N6@Atd&7kLxj{qA?IwbxqDv(~zM
z-qc8Hjocau2??pw#wRaINc=5ZLSh+g)e7(pYpCIrgoJ+S>66DVh1gF~rD`lJ(iZ){
zJAQ2W+Ka1uq7<b3PaKy##hDsejM5&AK(@V?lTT}EyN-B#dVli))$p`)KPu=LdAaZV
z4&i8jP|M`r8Sjm1#xf3m7mbWUW!5_i7$m_$a8}R)X(1D*PP8Z1;#mw1qQ<QVNemre
zSTpqDENlW&0c_>bBeO%`kA#<`HrSuU`Qsz2!Jke4eHS+jkV~%=hUbmV%n+z;VV{(s
zE^Qm3h(*5&!8{pPQ8!n_e7nJHE%fY}YeYjmE(I+Tkb;$s;@9RKEU95f%O4H9PFTpB
zdT#^?a#*aFrBwQl$Tbn>kL!{9yep`|1h#ecb&o?Sv3NcK?==8-%MNv|yeqHibW&5)
zu0`B95=y1dERH0|1`>}h*lG&PD{70jpxLdvsk5KEsSh=sDZkuUPJMLz7G<E+nOeoj
zp2$WExlXv^rB*XkSE9MqwI{f~vsMtu+{jkR2+90?^;1dN*^B(i*Zua2*JhSO7LQe0
zU%VK;ZLpQm01^6?+hNCqIS_%n%|c$0wU5h)i?hW@&=KL{2o_<$PD+R{KRr<CpChm9
zb-AG~nVg~PeQkjGvSFR-m`Feq)o#I0mJ#Go@cBtnBP9zyWF3oVAz6eblwiUEr(_tV
z&5wt$Z+GWg6h!krMW5BEebpd1^C|~y5l&e-{zhx_D%ndG5<#EH6}}g4nH`<GA3pWE
zzbt3f-m~7+SLwv1xe4lrH@C1;>UE1B{RXN2&5Esf^;gL@K$=r5A(K_6Pk)|Wc%z3B
zKu}Y>X6W?h=J!(MR+%;gbHYIsrpbin{(zo$LtC~ZCv0f@nnX(_q9gKpOP_M|^ewmK
zWrtn!hu9^-nmqEdHk-cA)$9NJw)*aNM&rDOAiNTA$E0zqsovCR@KC7R0u;@G`ZPpI
zF^9rgLCL$#I!$l4?9JhH>S^#KNeeuh$RPYe7>`V2E-kQF^8?P(3u3j@E`E%WBI_ud
zwB9zDeLQ)oP+u56#MuU)D5{9csM7K5tBg^v-lKOE+ptcr61J2B3&02_-Kf<;6LRGf
z@#s`E1SXtGpf1jgV4KATM<t@>wOH?kAHW0a!dc<848^^Py!#XbP8#v*VFsU9GaMyf
zW^ToPqS#5dM+@dAuYZJyW+1p_%U4{DYt*B0O`)EBh3kxztIK>*oDAC4ym}X!@lZgR
z_tfBPDRQa@y_Da)msb&)KOg6w*K{RR{Vf$v%Q}h?at6;7cf8^tTAfWE9#A5inrbc?
zMe&=}<yA+Z(t(Ul?}uPd0-6_IO7X}mI&XupoE#>#IN}&@QBg34DC#MkM&q$_@5edF
zkvQn)1?&0h&4Zh(EV&$*i1QIO`rJ#%SqWQw6E!6qh6o=&<SjPCvg2BvTf**Zwweo7
zjkKV?Lzx|Cv1y`s?Z-Pr%TGHE*GF1wsV@Wq!`VE-_I-ZOcehNPeTy@zawMKaNwKou
z%6DZPvC)u*@%=1m2UR?wBIgrAsf&^a)j0|JY-3&fV8{;F+EEmj;81-_+TaimX`L!<
zu=rDVvnNAmBl;b;;HpM{;Xr^3NBB_Wl-PX1NYSF^`J#X4VaCRVnR-c$%A*SuY=iC(
z0r_*iRt{?AYRacz*Lt3>!>bw*MoT&~72b1`Vcg_(<kJcvA8wEkotTMnJOPp_8z?HT
zc`jhW@v7y5VQKWha2-3b8{@K&hWAqpY}ZsA3t)%lO$*tFCJM39Q`ObJxiZofsj_wZ
ziVQ3dr5b4ob%*ObfO?SXqnGS2%MVWlzg|KJ<}2`1)0cfi2{vaSIIqHXE(7D>wZOrM
zY8*}Dms%=o{9lKm>uJF@B{!zw>{aO9HFi3wp08aSXe=+}t0e>hQpK(0->`A9p%2Dt
z9}d`QS)RJWxbGs$;UE)w9Jcg6A)03}nrK*7O7_7OZQ*so>&*H4MXpMD{Txm1$Qk32
z<OC!TW@n!vj*oU*3{#rJ5KlYrj(e#c)b;80la#rS&|!>lHcuX9c492hWkCjK4_vDL
z`{5wN^wzR3QuiI_Ta=}$s_HtBYG5jPy7nlp3!EC%uM>+2XxmF#oa=XRh;5ZLGPO76
z_<K-te->zR3r#kmZLBNVmjf<c^dU%kGg%@bD`sj`<GQu+JsSfRqwfMxLOTJROK!U$
z;gLwMV{3{U7TBrJVyV}=O-K%S{8Dd8^wem5dKs@h!FW`oT4-yEf<lsG_KpTxaJ@s{
zv^Gx4AD%-tZnE0w+@XH1HE6E%$cV2zGb8v~VK3tZyS<st6<|bMOjOR%qEUrwb6hq|
zPuF|!Rbe?FswOHWG_@&&jwUq*3+1^_PQ{d!ZZJKhgrklNR-?()eaEmfWu>koc15Jl
zKBEHSLYWI8+Mk<K(N^B}daKCY3$?Ku_Ebm|@rjM)1y&{MO-~PR!YuXVm5~F=$K#+w
zd*)9I{iQ`WcUHYKZpp;pB5dDs?wTQ<%o>Mn6~P;huorGX0uC6)uebCFs`a8)_bS3E
z{-niVvNuCGULwpNFl}-%unLAyOYKJ!G7!w!ZZl$Ep2Ac0@S0$I!<lED4!gpu%A7bU
z9Xw}3ss^#?s?6dD`{uq;Z8HNEt38aNxnlUH5w0WwxcN)5tqz$M^CUNn6B%*5)gtLO
z1QinO;?xOSv)$@!%*t&ckG3S^-2=ZUB*j}bZ;G%@W4DzvY9_|v`i9-6`^%GMahYgL
zz?ruUB7JBk9=_3;-PASNa?EPM1oifesT$o`Xt1Zdw|P7k?_KFzebG7Vs4QELyXc&7
z^g&$fi_+kLb>J{?jke`Ji|Dyba!!p)nPHjBeW%p%3K4rU{wm$MXb3Z1QRFG5Ew3T(
zsXNr0KJ~@?VS?H2#$X()F8mPnCvXJXOPjaZc%l34;4aQWBh%cwY;GRLMQzNJGn#DH
zIY$3@yh;s{dhf?Qv_4pnI^@DC(L1)Gdea)1<$897^u#A{@DSyg+^S?G3tHXv7TV1W
zOET}rO_rT)&<&v1#q#o*%C5C7%}3Z(2;`ZL`$z4q><x$A_4Ujxz3R$B(S;<2Je`y1
zGE&8#Mq^t<2Yr4tXt?yia1TszXA;Keo@mTjur#MyJ_o@Uh>FX2(-1R*ZhCUJp3uto
zdN78)Vpx?dO!qAI*piAb%rngz9RB`!0Z&DwF!(?XcnJJCD@cKsupD@j3bCW-L*Mba
zbD~u<72XyF#8i=H0s?a8=!2udq{~}H`-b_m?x^b*<MT(a)WU{+ZTjWhb?tTgylM(`
z$fPCrIqn1HB(AP7>D@u{zW##&+7{{NXx@RV_T>bVbnO=pISCKOFf=~!P+8OmW33`e
zDPo=GP9q3iD{A<&<6SJ#K#x*$1Mhv=NJ*rcl`khME|lfQ=HufKv)g+n4V?O83h@Ya
zQKkpB|7Ea);mk@p@yHsN#xd0lph9@fxTogMBfJ8#uYQ5BZ4T!A0KdH=;8j<DXC>?b
zK8csGTk`O3jbB2wl+Z;Q)@8ZfymlDEL6?zCJe765>$FryG~b4<8AuMGMO2TJwk?vQ
zc+axrJm;#WMT*>*;E+o-s#ikm_|O~tQhJZo7n4eg+DS7_mmU`RSZI&<nlt3~{Ax^!
zI%Kb!6o!rI@zkT1Y2Im`pYjWeuML!28*8O;@GQ>H%h&Beb!y}$VOMe=ie?hZSl`dJ
zCLIxJVFPxSMq?a+01nru`>MtvwS-8^NTSF+B0`(|xQsRxKX-9nZcLQ)k!Ge>@;JnN
zZp{ggQf}KAp=nT&2rJkjBRtg?UAr)ZTNLnLjYMx!rN|g5B-sUJCTm1@RwT1-Y!L3<
zb9gFIm4K!CqbFtYi>GwQ(3WS}o!po!a(9ZgWh??u%omA}p+d%m3VPk@pl0Wk7lY-$
z3c}1gCF@6ZLXM&ZF%><i3hRKNR>O<E3S&jAPFe(?Rut{Z_tx(FSwVAuhAJ;BxO^%;
z-CH-iAgoT1L&~x%DoXM+jX$wO){Wtx*r8-~_ckXWj3hdjgDBUgjCnfnu4uB*_!5P^
zDX?o-A;<+BO|6Ok@%26-68@tpl0j}8^i*lDvK}3s+W{MY*q?(i(1N98sq(1I%NhZv
zkOsRaE^6cQYqR>#*Sr|9H@fx3TcyUm)>F6IHRhaZ8*qAln33UISG6U1MOn1Ssu=O~
z-u`I5VK-Yg$fqfGYhy6?`>n$MpIiFVN88w5a0(<`#G_%34sCVIyb#;^{rSV9K!X4}
zBeib!X%vlUHj#SNwAiZ?b}*PXRRKjvAc2=qD<?nTsq`o&SUkH%{t_5I24Z-&nksn%
zqt~CHhtFAW%kr4x-YfWt;}1Ob{A1hp^Ya5P&MxedvZUurVfQUrW{c!&h08?RSj5CJ
zA#2ay<)|j_3(i-}7LGr+I%^*|Ux|FoEw=Y4HebnOC#U<Du1l@+PBR}Hr4}?~P*WF$
zu!GYhG~pC2I#eXTCA|?N{EP`(7)Zi<8y8C_#$@I0y)Ri;$L;XlOm3SnDjqio=qOLh
zdCrw_cyWu%VaP&k5-EDP%IA80gzsf-&$rWMWn1CT9|%mpm|b&i{EB}bJliz`B2}t1
zSHVuWjO#ku(CdO$BE)1NP%67I$!&OLwY6MAEtcq2uE$J>bg<YVQs*+?XQDT`Z)4Y|
ziZUUsYT=o-q|6%9?S+iyNLl;KUKMH!CeQV@6`boWpX#|>K#WxQel@0l`uZi@6=dD$
z&D+zZ^|k>(X8f3wqn?)O9&^Hz7AUfl)S}VjU89_PPbT4mq;kD$<z6+t44b+IO^EM2
zI;G9Kz}Ap$m*Y~k#4pI!!1LK&=hFEHG(@6HJL`SdCrx{v>f_Y$m}JKc{n3p9s8<zR
z(Y$w=hXapL@*)r#`RG?Aze))v!S?4WTaJoyBvyL_gAC@q;>0O?qk5Jc)fX=~gU<V-
z0S39)3ZIC`cma7*JCUEV*J?$Z!yE3fsI$<v>L70L{7@_%WFpIgxmRKmGvgCAEIT1a
z#iJ>W+33yt`u7uqn*^GNkxC9zJ26Hn1v>PWC^OSdt!|jn0>e?MD|Ol=*si@s0S&yh
zDIKkN_*i=ylgdKDXOQ0P)UruWZVb7iXx=1kpm|?6sl2F9EY8I4=763POf%sGn&yPn
z&lhL(k>9f)UNm2+c>TO#yzooBOh7F{F0B5NEm}HDwKS@*=>uh~(bwDYPpZWdwtU;?
zMG7e(Rwzhyp!-Efa$U<$6)WM7uf`BECr1$SB>R@6nrS^dI$;9I4r3At^Fo<pN>-N$
zNoI%V)O2<!8QIg<{wxx_?6^Mfn+f%`x6EVLv^2}-3bT>(q$uwrIOz-JaoUYsh8A6U
z6ZiG%fMxbW=LvWt;Rp9GdCJ?ar)RPK(uc?QLGC8{MzmH)YY08(bT<0#qfPvx+eNy$
zvfAccN9&7rK3pJa<Mej)7L@Ctt1eo(=O>#Pjl@|P^G5M-igbQRcVzj)^knmwT#?E<
zk%CR^L&WqmzE&-pe+lWL@NS(*-jNBg_N2})qC$7!uEkGB?75Gkp?0hA>++xIy&ZBu
z4JX+C^iI)<^9It=Pj4}37ZHyggHLPBN*dM~>4+eIdo&S3zqN1Zx>CLDtm}J4CzhE3
zb{}33zy!biv*O!EWzBSX`**$D#D+;FvSbutC`7QfT^+$n{ro*iDUTz#l_iM(Fd=d`
zP0P*n(AE0E*PabZ8w$q+lt5ynp~__{t^OLbCtAHA)O>e!;h36}XJnI>Cdk9q-adCn
z?QQkt4)VANGdM2XY#EqmdEL4r<H&m#9bXw6RqgD%k7s&ZbXWtC4zdM2o68+pSHwS!
zpG@toIptOKE<`1&$sBxkmPOeWGJPF&;MY!p%NHB$EIFG?U!NFB+ahNMKF8ZF29;Lh
zBYP<?Hi64$rr;?yZ~NB7xjDJ(2U&OM1rPT({{Omxb^M`~_wH`+IZB`|P;NO!KP^<>
zQ4rd!&aeK8>Kr*%@XU~j*#nIiEoGCwCH;plXU-~JaSW3ArifQ()NOpS=}(vX{GYN^
zS5X{83QGB)Vv;^O#C}jwSy4OX?bCLD@B7u)GGJ)bp`HiQ=*0#ffc%I3TtUQR-ZwX0
zeOo@l#9__*H3cy(*M|D~EIR*%u~7R$vi+O3GN&7);V{8xGb%U;R7s7R4|RemUmW1C
zNNUz)J1P3s$fdVa_pIzg8x?~G9DM*2BQ+uq^|`)5<(waYUOro-BY%5VsU%+Aa-rg7
zy58$2glj`Rcfm1=8MtzHqD+W~@IS0%*0PW#<X0Z%hv=@v?5TAIiy!<BS(nD;C64g`
zd*HPNH`{fV3KNdNbYoNgT+lzzTm%?^a{AORzud0SX{@!BLE}HGtaTx5h6awEg9eNm
zL*3tPhlaARE(|y)Y~pk+c4X=G$8FVWnwui`&#`Fu;X1txS&WF!px%*Drug8d#?-4n
z?WhRlj74!Z&|HGg?5FoW&5H2r%?g3B;UDkrF7vPQg`HI8+6Q*%_<VZzn0ZGzeoqq}
zj^d9%++f5EC{YpMTAzu&qDF+4V|VI_SM}pN%F^MJ^(8UA0=2?1)1psh>Chmte0G#u
zRzIDgxTM;ZnNJi|vfEUthZ&h8eTCK|eI*X8Isn3}J-VNPeYYqE^<41bvgy`2DwwMK
zV`aVE44>*&aa!16>g_x5@(s{fD9L#=_jJunlRP$Ic@3XUV2Z_|H~q`<81D2PH&t$S
z@Sq1t@P%b*au9Q2#w_5<Gju9Z*ekodmM-40yli*!tN!Oqg?4t=;^~~;X#bI>suWeL
z%@r85Fcb<L_s4SW0Kx+`RUd}4kZ8dPXmd#ag`!2&A8CqLw4pp8T1R2<vypLN3kLk@
zhDL9U?YW&CG3R)w_tL=Z)AdC!tM3$!DdMIloPyAj1y$y%!1bDB0YO#VDN6D2(5Gw9
zvd|))UuDlay~#wyxb{{LzpaGRIh#?I+FtqvW4EQ`A5iC=Km2l|kuPRRyBQr3;>Wcm
z^(Jb6+?^frgx6+Och8Palp$(={diNmLQJ!cyl!CZM*>2?Xoi!hWGE+h*keaS)4`t3
z8tqV*xSvc7Vyx$^3DZK{y^=)=!+^mA0C|#eDrR$)q4d#LZ2!PN*LoZ7nQkj%zx3hJ
z^$Sh%z7ggmj~O5?Y^7RWH76!CBD0!VnB?h(5(yUIVk#I)Hr___-Dx;1fbXJ(Gpm}B
zOWhcsEqVZ-SLGi){&kf#7r%%Zy(wQ+jr`p8lq6&1A*`E!UE&h=NJLEu@HY!7?VKKN
zh~bv~Sd9IV2uU7evI!bQ0|xhFj7GIJ*0m}p!Jzsfo>@InR)P)#v?2u%8uyXZ?&B*J
zFSQe7I*lO69>D@y1P{hh5%h3<dK;WHv|IMz6u_^D1UILzD>dHER<@O)LSHij$MdKp
z#vc0L6u1`wpMa`v2$r?=J3eoHZZ#Li)nEK@s}V8K66u`PK@bohYASoKgAaP_hIgIb
zt)u@YpqdBv+9@QSIf&-ZG~+A^EH`niZ2eE^s#`sY3Ff4T0^b)^3=JN5ker~LiD0)5
z``vo^r@mPccc^FIpB@NtK(2qL5$PV;d+O@9!oJFX|57E)Lo<D!|2^Sx#L6wxZ^D{c
z#~9*|Ki~Iff$i>w-BBP-`i7tQD^K|!A%Xbx*YVGlOa*;m6|*zY`aET8addv*;8pa8
z5ah1EVT10;2>Z;i-lgf!#+KqpMVGbtgBRW;M|>O6vHr2V<y&#Cg(`jhhamrW=G?h~
zRWj9%r@pa3+<#z!lx?&SCSD|D0*|@&wic*aXfDl$2FfnM;1=I{aLS_TUjMGO@etTh
zksYqw(bk6rJoftzr%BfB`XBGSlTvj83Hg5fz?DBF?ALw!?{D{5t5NykZwunY#gXqI
zq&raDKyB$$lji(_p`-H2Pf?q`BG&2(&ohbIQ7|5fNLgtxeIsfn+01|hh<iJ!xDmiN
zQrgqBs4Yp#Un-cRt;tl7$XK?QSYw+^Fb34PEt>UHWdwERpl6A9SiT)9TMu3=ujLv$
zL9Qs7pyBa0FMm3&N&BY6Q|#Y|oG}CuJ{*+Kgzql5cmTFhFy+G;>yYaB2+Bd9LER>^
z@Qp1VRm&T<!jC^Q$*^q4fFwbjPx_2B#rZTwZzApGza-6~4aT46P}p<=wXevA%I9*h
zV_2<kzJJ)Mk-Y}<r3qDNK|i_!l@0aH=Cv3ZbRE!Wij!wp7Ta1=P(m()`usvpG`XwB
zXYkdFN+cr-9_+3wz@)0#SW-Hhk8IFA5#e)LMw}RM8~gqM%${;gK?#SHtehgwEwLE7
zHg5qh5=4cTg5u#-Bdx%Ilb4zTZmpE=jJF>HWfS_kj%Ok)EqBa0Yqh-6325ORG0@^W
zdHw;2b%pM}YCAO9`XZ3)H5Q{$_bF<fVtSV80;BOuI$-9ZAmE||OFG)g0pkW<x&&0Q
zoMhy;Ec<iKhJ&5H^UqAP#tlIA5(hM0ejQaGv6^{zclI71!i!)uYH@m)`64fSpO2W1
z^}t&9U40N2`EBzYTD_G44exhABZDKklO*g}MoHCJ`Z`(J)7UgU`h9as>{hL^nB;5(
z`!v*}EB9H4t97!q?&dXr_U@Uq$yS+jhwX%uSmJ|DLNAM*g#m?L!U?&Kl@P?shiH0=
z6~)>uD<!KeHELGO<_>y2&`EP~e*98q$MuG2G5#fJl>ZSQXTeXL-}Ehgih=ewP3nuM
z`i4RLr!CO<!m3Cb6Mwbw8?J7x%n|?biay-a1iXxaVr%rjwj}`SAO00G|7VaJ>1N(W
z>rduu2ErNJ>=cRza~tbU_cV^nV}HlNq)*4iZ@=^E<GrKx78$Pwpm(b;Bc02CLu~H)
z<{Ro-Wxh+Y-|_=b<$`R1Z~N~!nrrpYLpQf~Ng6uQc8)vE#gTr)!5~DMEUo~12y--^
z%s6RRSf^?8zw<{gR?|MLx@oMj_AWB{c}y?V^*0i#(RPHCXNHLyK=G!i+rlS@)oZ3t
zQ~)pJ$MM;fP|*?T>-XL9T-m6%|K^pRygMCK@{&s~bBVFR1sCDOC^OA1n{=R`THidR
z^7Y+b_>^01g&ku(O|=g&j9R<;HqHXu%(NVqS2(`@bEHzK?+-zxOHE$C5nOw&U!)dT
za~8yX0Pk~*WGk!+FAs~I-j8u|^c8Ejd;n;0Vzb&6fE)zvzsKP;fZ!iJbilgCWf&l<
zK@U&_8K7bc=+q%k4`fkAY88}w)I5Ht7@(UT8vbsfMLA(3$K>m8eQ~I9*M2X3sQ2J#
zcG&n{IH<qk&Z<}CZh?LHc{v62CQN}i#;`}uS%CJB{eUTGak6JJp6A2|fO;<6rotzP
z!yppn8Y!S3W^A*%?I&Fy%0r#Bk>&*7kjYM_1M_UUnG)ptheyN90UKhgNxSrQ#j41g
z!B(tOc&O-I16qVAV;va{9g<zgd@86JzFXKh0Gv7H?q1gx00UY0qJtXB$WlzVcL)&$
z<X(z@Uap3?rMzlK?SY;1CQsBYX%CBj1IA-nm!9OO<KH0{s0`Q6%+DZxKghbcfVM)-
z%M%d$p&`>BCXL;h^i&7t^nk?zn(STSQjvEq?Vcj{eomg+*RAd8oVvP<Bd5O|WGjq$
zkb+EN(-vrGyv^%t7Pp(UMib^H`b!>brkIZl5pD|_UwXsbIx{D)g>(12pEWwx@YN&m
zc>uXf-HVw{0xMI;dkbR70at3XngT)iBe@v`o_(<2;~{HOXeg~eeT<G!`ue+XKJxh0
ztDYJG<gi?5w+XaLN?!M>i9?A0d6Hn!IWIFHIz!X>$6&{IAnE!H*t4DkG?Ks!^y%Op
z85hUP1~k^7XD*t5-IlLU*8O1Bci@3Idnzkvp<~m#HVz>;9o{<G;@&nr(1ubL6EXUU
zVPR$0D_)z>%LWwDxq0f7gG>jy{ob$dJf12$zNzlbf42t#!BOYy@B1#~naY<f7gb(O
z@at7k`#07G06<TKZvgNz8?@kX=KIFse3L8x%8T7iJLK<l=<3Zs0mXlD;s38C@a&lx
z<mUEOH@Am5$8MXVd~9@dOWY_&%vRZd;@7XuChNinw(g8<!se}(Ocej;ouN&ub7m$z
z>OU%jt5r|nr|RAH!_!|bimz^dvP(Mf<$i--@3-0++k`bi3R$bwVuS)7?t9725gA5F
zJa3!Ji0_WC|L*u~vGJBTw~Tb1Tfp1GL8i{^8^e;EE!M;&{Pr|2a|^9K9eE1eNp*{a
z-b=r~^@!&R0e6$CW#tR=yy^=%KURUhzRFVP=4!ylZQ@i=0?zh5Z(~iClYN*G8%+Jg
zU2d8XgFaBT-UXj&l!e9yt=|k0Z)JV0>JLATke<EVx|YjXso?iBZfU$g+;>PRD5)EF
z?MSEp7_VU6eztpWN8V)+M>GE6`B}7nXx)qy9AFvQii|((TrbYeU5uk}Q{}2Y2>{cH
z`DgNz3n+)KL=-z2v(`0Z)gRu~d2c<J$HWmkG7oo~WaxGPw)&YP=pFPS_?V>~+@;5^
z@*6(Ef{OecK;~ad_AIF_>z-6w{rgo0E=TdX6U8`nPq~uX`73ZhB#NoAphdy$ZDB1P
zX<E%$p<`(zx8nlkM`csZ0H;lA3qT|16lkFhWkLVAsewaF?3l;^9J9K>rZz0dKb%zN
zl7bigvRqoboj|lH_i9B6^UzDXp~$6Kr{WjCGY4HAPX#(p50HbLn8*l)shZEvGAL0}
z@@3Bg_=_`Ac$i~-#3UyJG-0;-5Ri*;1^6QEM`g9zB`Lo%GV;!jpR5<Ho-@8wANK`$
z7(e}7!yU`OdIyRlwwRumKX}#nGcv-2nSh#A2K;Ta&L6eg9nokc*7ZqNbj16Rd2PoT
z8L=I{$L(;`&OU1LJJT}T@H@l!+O6SE3)F_r?R&r6|MRa_9lz!1U{zzx-@k5udv^mU
zF=hka*01HeZ`P``vjOk@6&hSjz`P3?|9U9_pd-VP7oe>0l`0I#KG(+Ofr`vGie-Oo
z;4caMC4s*r@RtPst0mA5nyKoQHuM$S$*)WMNyoQ9<I2CNoIjrVPD0}6HF9R4-{twE
zfA7V)x1eE~V!)dm5u<LEa}Pg=n~5Vb9;IF`yLy)_9-9!4&E%d=rud?HWT)bM)BLe_
zSi$ISm_Kq!yDrnJ*RWS1EE_r$(t!N90pq8~tjrN-8Wb@4VApQZdjkBb5{f@8ZhgNJ
zO5+VNwt?y!SZ7=Q*a^@Fb7&-1i?YeecGy0Yz6t*Rlx!6!V@HDL4}`O7sh}P=ZXZ6S
z1Lx9HapIck!-D+e{KK<e;?C&XO<3_N?>M$Wy%tO?Mo?%Yrl;RXqY`y6Rryz*ryCNr
zK|vo5+6-|3^i@Vm%2q4KA9?~7xt(9NKF)2&s79o$145G*+M93TLqje|l^^rn>AR7g
z>h|l42DZL84Gml+Ps|S!ucq8_5-Y+7Tc};?c<d&3$nU55I%Pl(q-KQ@EPxzr?=)%2
z=uN#!Cf9@p&T{~HEuO=<rS?w#C@8-&K@POv$Ex=<kcj%>!M%B=4gYw7$r?_l52)pf
zy97uRt!*i)F@N9x^#RA*RY0c7;dQba_7uOSqJIePQ-6uW3<o^jj#h`PwVt(PgIR*3
z0Tw|Qb#7<xg$?el|HtYroN$nF;$D09yXFl7On>q3YI*kbY^p1!`+k2i$he^h%P-Ot
z>tqWcRl)^x{eUMg`JOwmtd`s$4V&!LW7R~J<{x<h1aTiSwb60J+CthQ@KfmM><h%a
zsn_7Ey?X4lg8WFJpL61dxZqqZQEVRi?LXHY0DXQGQ0~nT?9a2JfyVdmZ5~0B<PLG#
zwXok${;Jt?U0zX1V*MPR)o1hDIQw%SZvkUenpPH);8|&W^RZz!{etnw*VIprq}>6F
zk?n#>E~E{})?KNUAe+k>R{6ARbmD$IOt|=Q`B2@j`<2}`Q~2we0V$;j!zjLzp6`(U
z!eeRVb6^Z#c5JjQG#9rp6pr<^NK(eId(TvfbuRfnMCD^Dp6@chNtT_qrs~MKx($-G
z-C(3FeOqJx7h6R9QxLg#4*@+>0rg*|O0g=j|A+lQ<AZYd$L-t_(a|o8x$`=*PyW5f
z^Z({Z|Ciq50@C&uv3`2qpohe5zVfzW@a03jZ$M27>z%4@Cuh3s*vh36cZqj|$T-(6
z!@+}W*8tFJG<<1g1q~HmKIOn~bcisQcy~jnDkt&iyj38nT{%Jj9$m||{h?oekGNo@
zH#D=ZLOjwXYagPNx#H&)pKAt}9n-kf8xj@BodO7JP+ah;<z%t013D~_#_fbtY-me;
zlk=c|dxCl^5K2Q}$ztd6^Rnd>z=1LVkJxhnQVsfru+5cVs4ND|CWN;uB4^+Gv?MBh
z>C6FBPl09z+^d=}=cd?6c->5#??z{d^UwIb>m(lS@KQ$(+oH(Q9xC81cpvA%NLkF3
z2n=6g8|J|jK_H;x%t}p+<<617<O>vllywVQpo-#TZ`w*2xWCstT2o?=x$xRbiStR&
z0GIkI{(L`P81!Yhs8Wzpg4l(tG(tU4&Zq*%OkX|&l)uPedeElQ&oP)MV4=~aChnlO
zh@|^ver41+FIE6baO`qKxA-h|ut4+e@J0#kJ?PiVC7!R!IO}jIm1YlcXE+!Zizb)U
zE#-^-(e0_*(h&Ptu6X`v6FFjql-zx9tYbrzlh@MhXVOCjH6$^7Xha=1d9VUNSSKMM
zR0(4%*C||%U3M&uZKWsibM#B=*~q}Dq0WR$QA&AZ8A)Ro%9F-)D?GYY79uqeZxq8m
zJ+|)N#|b!NkP6KP5M8}V;?X&7fuh8*Qv>^#>Z^i%A&BWWq$x1$7;eoOSaaA;9gjtD
z*?#*tVDRur1`SLq#*~6)pMCPl1>|Lq&iw9P(e!QD{wDtO>Q$e>s3)<Un;=?DaGFds
zT=&@zB9tM5_G>ri-C5T!YOauQX>*v8kl0u6`d+s4b+`@1uR+RZa-fuS$_M~c&-qXj
z5hv}j1_*T|WF`PxjRT;iCfP1g+iT$E<i!2lH;ARrc`;ldUOk>-Rm*CL{QLO9WfEae
z0ex`QBp0#UUA5ec^bx@PG(jiu)(svK?#IB)t$QL`sv878Mbn_|d7~~iq8>d7ZA0-7
ze&R`(j?pBeZCg!){NBnKT_uBAE|^rF#G~c^havkvc)l0W2ukSmQ>R;vAW@JweaiG?
J@rj>q{x1t3(j))?

literal 0
HcmV?d00001

diff --git a/benchmarks/ddos-cx.py b/benchmarks/ddos-cx.py
new file mode 100644
index 0000000..a66d687
--- /dev/null
+++ b/benchmarks/ddos-cx.py
@@ -0,0 +1,51 @@
+"""
+Usage:
+  tpch-cx.py [--protocol=<protocol>] [--conn=<conn>] [--ret=<ret>] <num>
+
+Options:
+  --protocol=<protocol>  The protocol to use [default: binary].
+  --conn=<conn>          The connection url to use [default: POSTGRES_URL].
+  --ret=<ret>            The return type [default: pandas].
+  -h --help              Show this screen.
+  --version              Show version.
+"""
+import os
+
+import connectorx as cx
+from contexttimer import Timer
+from docopt import docopt
+import pandas as pd
+import modin.pandas as mpd
+import dask.dataframe as dd
+import polars as pl
+import pyarrow as pa
+
+
+if __name__ == "__main__":
+    args = docopt(__doc__, version="Naval Fate 2.0")
+    conn = os.environ[args["--conn"]]
+    table = "DDOS"
+    part_num = int(args["<num>"])
+
+    with Timer() as timer:
+        if part_num > 1:
+            df = cx.read_sql(
+                conn,
+                f"""SELECT * FROM {table}""",
+                partition_on="ID",
+                partition_num=int(args["<num>"]),
+                protocol=args["--protocol"],
+                return_type=args["--ret"],
+            )
+        else:
+            df = cx.read_sql(
+                conn,
+                f"""SELECT * FROM {table}""",
+                protocol=args["--protocol"],
+                return_type=args["--ret"],
+            )
+    print("time in total:", timer.elapsed)
+
+    print(df)
+    print([(c, df[c].dtype) for c in df.columns])
+    print(df.info(memory_usage='deep'))
diff --git a/benchmarks/ddos-dask.py b/benchmarks/ddos-dask.py
new file mode 100644
index 0000000..b4b52be
--- /dev/null
+++ b/benchmarks/ddos-dask.py
@@ -0,0 +1,59 @@
+"""
+Usage:
+  tpch-dask.py <num> [--conn=<conn>] [--table=<table>] [--index=<idx>] [--driver=<driver>]
+
+Options:
+  --conn=<conn>          The connection url to use [default: POSTGRES_URL].
+  --table=<table>          The connection url to use [default: DDOS].
+  --index=<idx>          The connection url to use [default: id].
+  --driver=<driver>         The driver to use using sqlalchemy: https://docs.sqlalchemy.org/en/14/core/engines.html.
+  -h --help     Show this screen.
+  --version     Show version.
+
+Drivers:
+  PostgreSQL: postgresql, postgresql+psycopg2
+  MySQL: mysql, mysql+mysqldb, mysql+pymysql
+  Redshift: postgresql, redshift, redshift+psycopg2
+"""
+
+import os
+
+import dask.dataframe as dd
+from contexttimer import Timer
+from docopt import docopt
+from dask.distributed import Client, LocalCluster
+from sqlalchemy.engine.url import make_url
+
+if __name__ == "__main__":
+    args = docopt(__doc__, version="Naval Fate 2.0")
+    index_col = args["--index"]
+    conn = os.environ[args["--conn"]]
+    conn = make_url(conn)
+    table = args["--table"]
+    driver = args.get("--driver", None)
+    npartition = int(args["<num>"])
+
+    cluster = LocalCluster(n_workers=npartition, scheduler_port=0, memory_limit="230G")
+    client = Client(cluster)
+
+    # https://docs.sqlalchemy.org/en/13/core/engines.html#sqlite
+    # 4 initial slashes is needed for Unix/Mac
+    if conn.drivername == "sqlite":
+        conn = f"sqlite:///{str(conn)[9:]}"
+    elif driver is not None:
+        conn = str(conn.set(drivername=driver))
+    print(f"conn url: {conn}")
+
+    with Timer() as timer:
+        df = dd.read_sql_table(
+            table,
+            str(conn),
+            index_col,
+            npartitions=npartition,
+            limits=(0, 7902474),
+        ).compute()
+
+    print(f"[Total] {timer.elapsed:.2f}s")
+
+    print(df)
+    print([(c, df[c].dtype) for c in df.columns])
diff --git a/benchmarks/ddos-modin.py b/benchmarks/ddos-modin.py
new file mode 100644
index 0000000..df6b542
--- /dev/null
+++ b/benchmarks/ddos-modin.py
@@ -0,0 +1,57 @@
+"""
+Usage:
+  tpch-modin.py <num> [--conn=<conn>] [--driver=<driver>]
+
+Options:
+  --conn=<conn>          The connection url to use [default: POSTGRES_URL].
+  --driver=<driver>         The driver to use using sqlalchemy: https://docs.sqlalchemy.org/en/14/core/engines.html.
+  -h --help     Show this screen.
+  --version     Show version.
+
+Drivers:
+  PostgreSQL: postgresql, postgresql+psycopg2
+  MySQL: mysql, mysql+mysqldb, mysql+pymysql
+  Redshift: postgresql, redshift, redshift+psycopg2
+"""
+
+import os
+
+import modin.config as config
+import modin.pandas as pd
+from contexttimer import Timer
+from docopt import docopt
+from dask.distributed import Client, LocalCluster
+from sqlalchemy.engine.url import make_url
+
+# modin adopts the fastest mysqlclient connector for mysql
+
+if __name__ == "__main__":
+    args = docopt(__doc__, version="1.0")
+    conn = os.environ[args["--conn"]]
+    conn = make_url(conn)
+    table = "DDOS"
+    driver = args.get("--driver", None)
+
+    partitions = int(args["<num>"])
+    config.NPartitions.put(partitions)
+
+    cluster = LocalCluster(n_workers=partitions, scheduler_port=0, memory_limit="230G")
+    client = Client(cluster)
+
+    # https://docs.sqlalchemy.org/en/13/core/engines.html#sqlite
+    # 4 initial slashes is needed for Unix/Mac
+    if conn.drivername == "sqlite":
+        conn = f"sqlite:///{str(conn)[9:]}"
+    elif driver is not None:
+        conn = str(conn.set(drivername=driver))
+    print(f"conn url: {conn}")
+
+    with Timer() as timer:
+        df = pd.read_sql(
+            f"SELECT * FROM {table}",
+            str(conn),
+        )
+    print(f"[Total] {timer.elapsed:.2f}s")
+
+    print(df)
+    print([(c, df[c].dtype) for c in df.columns])
diff --git a/benchmarks/ddos-pandas-chunk.py b/benchmarks/ddos-pandas-chunk.py
new file mode 100644
index 0000000..3822ad1
--- /dev/null
+++ b/benchmarks/ddos-pandas-chunk.py
@@ -0,0 +1,57 @@
+"""
+Usage:
+    tpch-pandas-chunk.py [--conn=<conn>] [--csize=<csize>] [--driver=<driver>]
+
+Options:
+    --conn=<conn>             The connection url to use [default: POSTGRES].
+    --csize=<csize>           Chunk size [default: 1000].
+    --driver=<driver>         The driver to use using sqlalchemy: https://docs.sqlalchemy.org/en/14/core/engines.html.
+    -h --help                 Show this screen.
+    --version                 Show version.
+"""
+
+import os
+from contexttimer import Timer
+from docopt import docopt
+import pandas as pd
+from sqlalchemy import create_engine
+from sqlalchemy.engine.url import make_url
+import time
+
+if __name__ == "__main__":
+    args = docopt(__doc__, version="1.0")
+    conn = os.environ[args["--conn"]]
+    chunksize = int(args["--csize"])
+    driver = args.get("--driver", None)
+    conn = make_url(conn)
+    if driver is not None:
+        conn = conn.set(drivername=driver)
+    if conn.drivername == "sqlite":
+        conn = conn.set(database="/" + conn.database)
+
+    print(f"chunksize: {chunksize}, conn url: {str(conn)}")
+
+    with Timer() as timer:
+        engine = create_engine(conn)
+        conn = engine.connect().execution_options(
+            stream_results=True, max_row_buffer=chunksize)
+        dfs = []
+        with Timer() as stream_timer:
+            for df in pd.read_sql("SELECT * FROM DDOS", conn, chunksize=chunksize):
+                dfs.append(df)
+        print(f"time iterate batches: {stream_timer.elapsed}")
+        df = pd.concat(dfs)
+    print(f"time in total: {timer.elapsed}s")
+    time.sleep(3) # capture peak memory
+
+    conn.close()
+    print(df)
+    print(df.info(memory_usage="deep"))
+    #  print(df._data.blocks)
+
+    #  print("======")
+    #  print(len(dfs))
+    #  for d in dfs:
+    #      print(d.info(memory_usage="deep"))
+    #      print(d._data.blocks)
+    #      break
diff --git a/benchmarks/ddos-pandas.py b/benchmarks/ddos-pandas.py
new file mode 100644
index 0000000..9a80b95
--- /dev/null
+++ b/benchmarks/ddos-pandas.py
@@ -0,0 +1,57 @@
+"""
+Usage:
+  tpch-pandas.py [--conn=<conn>] [--driver=<driver>]
+
+Options:
+  --conn=<conn>             The connection url to use [default: POSTGRES_URL].
+  --driver=<driver>         The driver to use using sqlalchemy: https://docs.sqlalchemy.org/en/14/core/engines.html.
+  -h --help                 Show this screen.
+  --version                 Show version.
+
+Drivers:
+  PostgreSQL: postgresql, postgresql+psycopg2
+  MySQL: mysql, mysql+mysqldb, mysql+pymysql
+  Redshift: postgresql, redshift, redshift+psycopg2
+
+"""
+
+import os
+
+from contexttimer import Timer
+from sqlalchemy import create_engine
+from docopt import docopt
+import pandas as pd
+import sqlite3
+from clickhouse_driver import connect
+from sqlalchemy.engine.url import make_url
+
+if __name__ == "__main__":
+    args = docopt(__doc__, version="1.0")
+    table = "DDOS"
+    driver = args.get("--driver", None)
+    conn = os.environ[args["--conn"]]
+    conn = make_url(conn)
+
+    if conn.drivername == "sqlite":
+        conn = sqlite3.connect(str(conn)[9:])
+    elif driver == "clickhouse":
+        # clickhouse-driver uses native protocol: 9000
+        conn = conn.set(drivername=driver, port=9000)
+        conn = connect(str(conn))
+    else:  # go with sqlalchemy
+        if driver is not None:
+            conn = conn.set(drivername=driver)
+        print(f"conn url: {str(conn)}")
+        engine = create_engine(conn)
+        conn = engine.connect()
+
+    with Timer() as timer:
+        df = pd.read_sql(
+            f"SELECT * FROM {table}",
+            conn,
+        )
+    print(f"[Total] {timer.elapsed:.2f}s")
+    conn.close()
+
+    print(df)
+    print([(c, df[c].dtype) for c in df.columns])
diff --git a/benchmarks/ddos-turbodbc.py b/benchmarks/ddos-turbodbc.py
new file mode 100644
index 0000000..933a17f
--- /dev/null
+++ b/benchmarks/ddos-turbodbc.py
@@ -0,0 +1,63 @@
+"""
+Usage:
+  tpch-turbodbc.py [--driver=<driver>] [--ret=<ret>]
+
+Options:
+  --driver=<driver>         ODBC driver to use [default: PostgreSQL].
+  --ret=<ret>               The return type [default: pandas-numpy].
+  -h --help                 Show this screen.
+  --version                 Show version.
+
+"""
+
+import os
+
+from docopt import docopt
+from turbodbc import connect, make_options
+import pandas as pd
+from contexttimer import Timer
+
+if __name__ == "__main__":
+    args = docopt(__doc__, version="Naval Fate 2.0")
+    table = "DDOS"
+    driver = args["--driver"]
+    ret = args["--ret"]
+    query = f"SELECT * FROM {table}"
+
+    with Timer() as gtimer:
+        with Timer() as timer:
+            if driver == "MSSQL":
+                options = make_options(prefer_unicode=True)
+                connection = connect(
+                    dsn=driver, uid=os.environ["MSSQL_USER"], pwd=os.environ["MSSQL_PASSWORD"], turbodbc_options=options)
+            else:
+                connection = connect(dsn=driver)
+            cursor = connection.cursor()
+        print(f"connect: {timer.elapsed}")
+        with Timer() as timer:
+            cursor.execute(query)
+        print(f"execute: {timer.elapsed}")
+        if ret == "pandas-numpy":
+            with Timer() as timer:
+                data = cursor.fetchallnumpy()
+            print(f"fetchallnumpy: {timer.elapsed}")
+            with Timer() as timer:
+                df = pd.DataFrame(data=data)
+            print(f"convert to pandas: {timer.elapsed}")
+        elif ret == "pandas-arrow":
+            with Timer() as timer:
+                data = cursor.fetchallarrow()
+            print(f"fetchallarrow: {timer.elapsed}")
+            with Timer() as timer:
+                # to be fair with other benchmarks, generate consolidate blocks and convert date
+                df = data.to_pandas(split_blocks=False, date_as_object=False)
+            print(f"convert to pandas: {timer.elapsed}")
+        else:
+            assert ret == "arrow"
+            with Timer() as timer:
+                df = cursor.fetchallarrow()
+            print(f"fetchallarrow: {timer.elapsed}")
+
+    print(f"time in total: {gtimer.elapsed}")
+    print(df)
+    print([(c, df[c].dtype) for c in df.columns])
diff --git a/benchmarks/tpch-cx-aw.py b/benchmarks/tpch-cx-aw.py
new file mode 100644
index 0000000..2df5924
--- /dev/null
+++ b/benchmarks/tpch-cx-aw.py
@@ -0,0 +1,53 @@
+"""
+Usage:
+  tpch-cx-aw.py [--protocol=<protocol>] [--conn=<conn>] [--ret=<ret>] <num>
+
+Options:
+  --protocol=<protocol>  The protocol to use [default: binary].
+  --conn=<conn>          The connection url to use [default: POSTGRES_URL].
+  --ret=<ret>            The return type [default: pandas].
+  -h --help              Show this screen.
+  --version              Show version.
+"""
+import os
+
+import connectorx as cx
+from contexttimer import Timer
+from docopt import docopt
+
+
+if __name__ == "__main__":
+    args = docopt(__doc__, version="Naval Fate 2.0")
+    conn = os.environ[args["--conn"]]
+    table = os.environ["TPCH_TABLE"]
+    part_num = int(args["<num>"])
+    ret = args["--ret"]
+
+    print(f"[CX-AW] conn: {conn}, part_num: {part_num}, return: {ret}")
+
+    with Timer() as gtimer:
+        with Timer() as timer:
+            if part_num > 1:
+                data = cx.read_sql(
+                    conn,
+                    f"""SELECT * FROM {table}""",
+                    partition_on="L_ORDERKEY",
+                    partition_num=int(args["<num>"]),
+                    protocol=args["--protocol"],
+                    return_type="arrow",
+                )
+            else:
+                data = cx.read_sql(
+                    conn,
+                    f"""SELECT * FROM {table}""",
+                    protocol=args["--protocol"],
+                    return_type="arrow",
+                )
+        print("got arrow:", timer.elapsed)
+        if ret == "pandas":
+            with Timer() as timer:
+                df = data.to_pandas(split_blocks=False, date_as_object=False)
+            print("convert to pandas:", timer.elapsed)
+
+    print(f"time in total: {gtimer.elapsed}")
+    print(df)
diff --git a/benchmarks/tpch-cx.py b/benchmarks/tpch-cx.py
new file mode 100644
index 0000000..fbd5a48
--- /dev/null
+++ b/benchmarks/tpch-cx.py
@@ -0,0 +1,65 @@
+"""
+Usage:
+  tpch-cx.py [--protocol=<protocol>] [--conn=<conn>] [--ret=<ret>] <num>
+
+Options:
+  --protocol=<protocol>  The protocol to use [default: binary].
+  --conn=<conn>          The connection url to use [default: POSTGRES_URL].
+  --ret=<ret>            The return type [default: pandas].
+  -h --help              Show this screen.
+  --version              Show version.
+"""
+import os
+
+import connectorx as cx
+from contexttimer import Timer
+from docopt import docopt
+import pandas as pd
+import modin.pandas as mpd
+import dask.dataframe as dd
+import polars as pl
+import pyarrow as pa
+
+
+def describe(df):
+    if isinstance(df, pd.DataFrame):
+        print(df.head())
+    elif isinstance(df, mpd.DataFrame):
+        print(df.head())
+    elif isinstance(df, pl.DataFrame):
+        print(df.head())
+    elif isinstance(df, dd.DataFrame):
+        print(df.head())
+    elif isinstance(df, pa.Table):
+        print(df.slice(0, 10).to_pandas())
+    else:
+        raise ValueError("unknown type")
+
+
+if __name__ == "__main__":
+    args = docopt(__doc__, version="Naval Fate 2.0")
+    conn = os.environ[args["--conn"]]
+    table = os.environ["TPCH_TABLE"]
+    part_num = int(args["<num>"])
+
+    with Timer() as timer:
+        if part_num > 1:
+            df = cx.read_sql(
+                conn,
+                f"""SELECT * FROM {table}""",
+                partition_on="L_ORDERKEY",
+                partition_num=int(args["<num>"]),
+                protocol=args["--protocol"],
+                return_type=args["--ret"],
+            )
+        else:
+            df = cx.read_sql(
+                conn,
+                f"""SELECT * FROM {table}""",
+                protocol=args["--protocol"],
+                return_type=args["--ret"],
+            )
+    print("time in total:", timer.elapsed)
+    
+    print(type(df), len(df))
+    describe(df)
\ No newline at end of file
diff --git a/benchmarks/tpch-dask.py b/benchmarks/tpch-dask.py
new file mode 100644
index 0000000..af139a4
--- /dev/null
+++ b/benchmarks/tpch-dask.py
@@ -0,0 +1,67 @@
+"""
+Usage:
+  tpch-dask.py <num> [--conn=<conn>] [--index=<idx>] [--driver=<driver>]
+
+Options:
+  --conn=<conn>          The connection url to use [default: POSTGRES_URL].
+  --index=<idx>          The connection url to use [default: l_orderkey].
+  --driver=<driver>         The driver to use using sqlalchemy: https://docs.sqlalchemy.org/en/14/core/engines.html.
+  -h --help     Show this screen.
+  --version     Show version.
+
+Drivers:
+  PostgreSQL: postgresql, postgresql+psycopg2
+  MySQL: mysql, mysql+mysqldb, mysql+pymysql
+  Redshift: postgresql, redshift, redshift+psycopg2
+"""
+
+import os
+
+import dask.dataframe as dd
+from contexttimer import Timer
+from docopt import docopt
+from dask.distributed import Client, LocalCluster
+from sqlalchemy.engine.url import make_url
+
+if __name__ == "__main__":
+    args = docopt(__doc__, version="Naval Fate 2.0")
+    index_col = args["--index"]
+    conn = os.environ[args["--conn"]]
+    conn = make_url(conn)
+    table = os.environ["TPCH_TABLE"]
+    driver = args.get("--driver", None)
+    npartition = int(args["<num>"])
+
+    cluster = LocalCluster(n_workers=npartition, scheduler_port=0, memory_limit="230G")
+    client = Client(cluster)
+
+    # https://docs.sqlalchemy.org/en/13/core/engines.html#sqlite
+    # 4 initial slashes is needed for Unix/Mac
+    if conn.drivername == "sqlite":
+        conn = f"sqlite:///{str(conn)[9:]}"
+    elif driver is not None:
+        conn = str(conn.set(drivername=driver))
+    print(f"conn url: {conn}")
+
+    with Timer() as timer:
+        df = dd.read_sql_table(
+            table,
+            conn,
+            index_col,
+            npartitions=npartition,
+            limits=(0, 60000000),
+            parse_dates=[
+                "l_shipdate",
+                "l_commitdate",
+                "l_receiptdate",
+                "L_SHIPDATE",
+                "L_COMMITDATE",
+                "L_RECEIPTDATE",
+            ],
+        ).compute()
+
+    print(f"[Total] {timer.elapsed:.2f}s")
+
+    print(df.head())
+    print(len(df))
+    print(df.dtypes)
diff --git a/benchmarks/tpch-fed.py b/benchmarks/tpch-fed.py
new file mode 100644
index 0000000..c4ccebc
--- /dev/null
+++ b/benchmarks/tpch-fed.py
@@ -0,0 +1,69 @@
+"""
+Usage:
+  tpch-fed.py [--file=<file>] [--dir=<dir>] [--runs=<runs>] [--print]
+
+Options:
+  --file=<file>          Query file.
+  --dir=<dir>            Query path.
+  --runs=<runs>          # runs [default: 1].
+  --print                Print query result.
+  -h --help              Show this screen.
+  --version              Show version.
+"""
+
+import os
+import sys
+import time
+import connectorx as cx
+from contexttimer import Timer
+from docopt import docopt
+from pathlib import Path
+
+def run_query_from_file(query_file, doprint=False, ntries=0):
+    with open(query_file, "r") as f:
+        sql = f.read()
+    print(f"file: {query_file}")
+
+    try:
+        with Timer() as timer:
+            df = cx.read_sql(db_map, sql, return_type="arrow")
+        print(f"time in total: {timer.elapsed:.2f}, {len(df)} rows, {len(df.columns)} cols")
+        if doprint:
+            print(df)
+        del df
+        # print(df.schema)
+        # print(df)
+    except RuntimeError as e:
+        print(e)
+        if ntries >= 5:
+            raise
+        print("retry in 10 seconds...")
+        sys.stdout.flush()
+        time.sleep(10)
+        run_query_from_file(query_file, ntries+1)
+
+    sys.stdout.flush()
+
+if __name__ == "__main__":
+    args = docopt(__doc__, version="Naval Fate 2.0")
+    query_file = args["--file"]
+
+    db_map = {}
+    db_conns = os.environ["FED_CONN"]
+    for conn in db_conns.split(','):
+        db_map[conn.split('=', 1)[0]] = conn.split('=', 1)[1] 
+
+    print(f"dbs: {db_map}")
+
+    for i in range(int(args["--runs"])):
+        print(f"=============== run {i} ================")
+        print()
+        sys.stdout.flush()
+        if args["--file"]:
+            filename = args["--file"]
+            run_query_from_file(filename, args["--print"])
+        elif args["--dir"]:
+            for filename in sorted(Path(args["--dir"]).glob("q*.sql")):
+                run_query_from_file(filename, args["--print"])
+                time.sleep(2)
+
diff --git a/benchmarks/tpch-modin-exp.py b/benchmarks/tpch-modin-exp.py
new file mode 100644
index 0000000..a5ef407
--- /dev/null
+++ b/benchmarks/tpch-modin-exp.py
@@ -0,0 +1,46 @@
+"""
+Usage:
+  tpch-modin-exp.py <num>
+
+Options:
+  -h --help     Show this screen.
+  --version     Show version.
+"""
+
+import os
+os.environ["MODIN_ENGINE"] = "ray"
+import ray
+from contexttimer import Timer
+from docopt import docopt
+
+
+if __name__ == "__main__":
+    args = docopt(__doc__, version="1.0")
+    conn = os.environ["POSTGRES_URL"]
+    table = os.environ["POSTGRES_TABLE"]
+
+    partitions = int(args["<num>"])
+    # ray.init(num_cpus=partitions, object_store_memory=10**10, _plasma_directory="/tmp")
+    ray.init(num_cpus=partitions, object_store_memory=10**10)
+
+    import modin.config as config
+    import modin.experimental.pandas as pd
+
+    config.NPartitions.put(partitions)
+    with Timer() as timer:
+        df = pd.read_sql(
+            f"{table}", # use table here, a bug exists in modin experimental read_sql for query
+            conn,
+            parse_dates=[
+                "l_shipdate",
+                "l_commitdate",
+                "l_receiptdate",
+            ],
+            partition_column="l_orderkey",
+            lower_bound=0,
+            upper_bound=60000000,
+            max_sessions=partitions,
+        )
+    print(f"[Total] {timer.elapsed:.2f}s")
+
+    print(df.head())
diff --git a/benchmarks/tpch-modin.py b/benchmarks/tpch-modin.py
new file mode 100644
index 0000000..69ac57f
--- /dev/null
+++ b/benchmarks/tpch-modin.py
@@ -0,0 +1,66 @@
+"""
+Usage:
+  tpch-modin.py <num> [--conn=<conn>] [--driver=<driver>]
+
+Options:
+  --conn=<conn>          The connection url to use [default: POSTGRES_URL].
+  --driver=<driver>         The driver to use using sqlalchemy: https://docs.sqlalchemy.org/en/14/core/engines.html.
+  -h --help     Show this screen.
+  --version     Show version.
+
+Drivers:
+  PostgreSQL: postgresql, postgresql+psycopg2
+  MySQL: mysql, mysql+mysqldb, mysql+pymysql
+  Redshift: postgresql, redshift, redshift+psycopg2
+"""
+
+import os
+
+import modin.config as config
+import modin.pandas as pd
+from contexttimer import Timer
+from docopt import docopt
+from dask.distributed import Client, LocalCluster
+from sqlalchemy.engine.url import make_url
+
+# modin adopts the fastest mysqlclient connector for mysql
+
+if __name__ == "__main__":
+    args = docopt(__doc__, version="1.0")
+    conn = os.environ[args["--conn"]]
+    conn = make_url(conn)
+    table = os.environ["TPCH_TABLE"]
+    driver = args.get("--driver", None)
+
+    partitions = int(args["<num>"])
+    config.NPartitions.put(partitions)
+
+    cluster = LocalCluster(n_workers=partitions, scheduler_port=0, memory_limit="230G")
+    client = Client(cluster)
+
+    # https://docs.sqlalchemy.org/en/13/core/engines.html#sqlite
+    # 4 initial slashes is needed for Unix/Mac
+    if conn.drivername == "sqlite":
+        conn = f"sqlite:///{str(conn)[9:]}"
+    elif driver is not None:
+        conn = str(conn.set(drivername=driver))
+    print(f"conn url: {conn}")
+
+    with Timer() as timer:
+        df = pd.read_sql(
+            f"SELECT * FROM {table}",
+            str(conn),
+            parse_dates=[
+                "l_shipdate",
+                "l_commitdate",
+                "l_receiptdate",
+                "L_SHIPDATE",
+                "L_COMMITDATE",
+                "L_RECEIPTDATE",
+            ],
+        )
+    print(f"[Total] {timer.elapsed:.2f}s")
+
+    print(df.head())
+    print(len(df))
+    print(df.dtypes)
diff --git a/benchmarks/tpch-pandahouse.py b/benchmarks/tpch-pandahouse.py
new file mode 100644
index 0000000..0a8ed6a
--- /dev/null
+++ b/benchmarks/tpch-pandahouse.py
@@ -0,0 +1,37 @@
+"""
+Usage:
+  tpch-pandahouse.py [--index=<idx>]
+
+Options:
+  --index=<idx>          The connection url to use [default: L_ORDERKEY].
+  -h --help     Show this screen.
+  --version     Show version.
+"""
+
+import os
+
+from contexttimer import Timer
+from docopt import docopt
+import pandas as pd
+from pandahouse import read_clickhouse
+
+if __name__ == "__main__":
+    args = docopt(__doc__, version="1.0")
+    index_col = args["--index"]
+    table = os.environ["TPCH_TABLE"]
+
+    conn = {
+        "host": f"http://{os.environ['CLICKHOUSE_HOST']}:8123", # 8123 is default clickhouse http port
+        "database": os.environ["CLICKHOUSE_DB"],
+        "user": os.environ["CLICKHOUSE_USER"],
+        "password": os.environ["CLICKHOUSE_PASSWORD"],
+    }
+    print(conn)
+
+    with Timer() as timer:
+        df = read_clickhouse(f'SELECT * FROM {conn["database"]}.{table}', index_col=index_col, connection=conn)
+    print(f"[Total] {timer.elapsed:.2f}s")
+
+    print(df.head())
+    print(df.tail())
+    print(len(df))
\ No newline at end of file
diff --git a/benchmarks/tpch-pandas-chunk.py b/benchmarks/tpch-pandas-chunk.py
new file mode 100644
index 0000000..d51c4e2
--- /dev/null
+++ b/benchmarks/tpch-pandas-chunk.py
@@ -0,0 +1,63 @@
+"""
+Usage:
+    tpch-pandas-chunk.py [--conn=<conn>] [--csize=<csize>] [--driver=<driver>]
+
+Options:
+    --conn=<conn>             The connection url to use [default: POSTGRES].
+    --csize=<csize>           Chunk size [default: 1000].
+    --driver=<driver>         The driver to use using sqlalchemy: https://docs.sqlalchemy.org/en/14/core/engines.html.
+    -h --help                 Show this screen.
+    --version                 Show version.
+"""
+
+import os
+from contexttimer import Timer
+from docopt import docopt
+import pandas as pd
+from sqlalchemy import create_engine
+from sqlalchemy.engine.url import make_url
+import time
+
+if __name__ == "__main__":
+    args = docopt(__doc__, version="1.0")
+    conn = os.environ[args["--conn"]]
+    chunksize = int(args["--csize"])
+    driver = args.get("--driver", None)
+    conn = make_url(conn)
+    if driver is not None:
+        conn = conn.set(drivername=driver)
+    if conn.drivername == "sqlite":
+        conn = conn.set(database="/" + conn.database)
+    print(f"chunksize: {chunksize}, conn url: {str(conn)}")
+
+    with Timer() as timer:
+        engine = create_engine(conn)
+        conn = engine.connect().execution_options(
+            stream_results=True, max_row_buffer=chunksize)
+        dfs = []
+        with Timer() as stream_timer:
+            for df in pd.read_sql("SELECT * FROM lineitem",
+                                  conn, parse_dates=[
+                                      "l_shipdate",
+                                      "l_commitdate",
+                                      "l_receiptdate",
+                                      "L_SHIPDATE",
+                                      "L_COMMITDATE",
+                                      "L_RECEIPTDATE",], chunksize=chunksize):
+                dfs.append(df)
+        print(f"time iterate batches: {stream_timer.elapsed}")
+        df = pd.concat(dfs)
+    print(f"time in total: {timer.elapsed}s")
+    time.sleep(3) # capture peak memory
+
+    conn.close()
+    print(df)
+    print(df.info(memory_usage="deep"))
+    #  print(df._data.blocks)
+
+    #  print("======")
+    #  print(len(dfs))
+    #  for d in dfs:
+    #      print(d.info(memory_usage="deep"))
+    #      print(d._data.blocks)
+    #      break
diff --git a/benchmarks/tpch-pandas.py b/benchmarks/tpch-pandas.py
new file mode 100644
index 0000000..408790d
--- /dev/null
+++ b/benchmarks/tpch-pandas.py
@@ -0,0 +1,67 @@
+"""
+Usage:
+  tpch-pandas.py [--conn=<conn>] [--driver=<driver>]
+
+Options:
+  --conn=<conn>             The connection url to use [default: POSTGRES_URL].
+  --driver=<driver>         The driver to use using sqlalchemy: https://docs.sqlalchemy.org/en/14/core/engines.html.
+  -h --help                 Show this screen.
+  --version                 Show version.
+
+Drivers:
+  PostgreSQL: postgresql, postgresql+psycopg2
+  MySQL: mysql, mysql+mysqldb, mysql+pymysql
+  Redshift: postgresql, redshift, redshift+psycopg2
+
+"""
+
+import os
+
+from contexttimer import Timer
+from sqlalchemy import create_engine
+from docopt import docopt
+import pandas as pd
+import sqlite3
+from clickhouse_driver import connect
+from sqlalchemy.engine.url import make_url
+
+if __name__ == "__main__":
+    args = docopt(__doc__, version="1.0")
+    table = os.environ["TPCH_TABLE"]
+    driver = args.get("--driver", None)
+    conn = os.environ[args["--conn"]]
+    conn = make_url(conn)
+
+    if conn.drivername == "sqlite":
+        conn = sqlite3.connect(str(conn)[9:])
+    elif driver == "clickhouse":
+        # clickhouse-driver uses native protocol: 9000
+        conn = conn.set(drivername=driver, port=9000)
+        conn = connect(str(conn))
+    else:  # go with sqlalchemy
+        if driver is not None:
+            conn = conn.set(drivername=driver)
+        print(f"conn url: {str(conn)}")
+        engine = create_engine(conn)
+        conn = engine.connect()
+
+    with Timer() as timer:
+        df = pd.read_sql(
+            f"SELECT * FROM {table}",
+            conn,
+            parse_dates=[
+                "l_shipdate",
+                "l_commitdate",
+                "l_receiptdate",
+                "L_SHIPDATE",
+                "L_COMMITDATE",
+                "L_RECEIPTDATE",
+            ],
+        )
+    print(f"[Total] {timer.elapsed:.2f}s")
+    conn.close()
+
+    print(df.head())
+    print(df.tail())
+    print(len(df))
+    print(df.dtypes)
diff --git a/benchmarks/tpch-presto.py b/benchmarks/tpch-presto.py
new file mode 100644
index 0000000..df348ea
--- /dev/null
+++ b/benchmarks/tpch-presto.py
@@ -0,0 +1,79 @@
+"""
+Usage:
+  tpch-cx.py [--protocol=<protocol>]
+
+Options:
+  --protocol=<protocol>  The protocol to use [default: prestodb].
+  -h --help              Show this screen.
+  --version              Show version.
+"""
+import os
+
+from docopt import docopt
+import prestodb
+from pyhive import presto
+from sqlalchemy.engine import create_engine
+import pandas as pd
+from contexttimer import Timer
+
+if __name__ == "__main__":
+    args = docopt(__doc__, version="Naval Fate 2.0")
+    proto = args["--protocol"]
+    table = os.environ["TPCH_TABLE"]
+
+    if proto == "prestodb":
+        conn = prestodb.dbapi.connect(
+            host=os.environ["PRESTO_HOST"],
+            port=int(os.environ["PRESTO_PORT"]),
+            user=os.environ["PRESTO_USER"],
+            catalog=os.environ["PRESTO_CATALOG"],
+            schema=os.environ["PRESTO_SCHEMA"],
+        )
+        cur = conn.cursor()
+        with Timer() as timer:
+            cur.execute(f'SELECT * FROM {table}')
+            rows = cur.fetchall()
+        print(f"fetch all: {timer.elapsed:.2f}")
+
+        with Timer() as timer:
+            df = pd.DataFrame(rows)
+        print(f"to df: {timer.elapsed:.2f}")
+
+    elif proto == "pyhive-pd":
+        connection = presto.connect(
+            host=os.environ["PRESTO_HOST"],
+            port=int(os.environ["PRESTO_PORT"]),
+            username=os.environ["PRESTO_USER"],
+            catalog=os.environ["PRESTO_CATALOG"],
+            schema=os.environ["PRESTO_SCHEMA"],
+        )
+
+        with Timer() as timer:
+            df = pd.read_sql("select * from lineitem", connection)
+        print(f"Time in total: {timer.elapsed:.2f}")
+    elif proto == "pyhive":
+        connection = presto.connect(
+            host=os.environ["PRESTO_HOST"],
+            port=int(os.environ["PRESTO_PORT"]),
+            username=os.environ["PRESTO_USER"],
+            catalog=os.environ["PRESTO_CATALOG"],
+            schema=os.environ["PRESTO_SCHEMA"],
+        )
+        cur = connection.cursor()
+        with Timer() as timer:
+            cur.execute(f'SELECT * FROM {table}')
+            rows = cur.fetchall()
+        print(f"fetch all: {timer.elapsed:.2f}")
+
+        with Timer() as timer:
+            df = pd.DataFrame(rows)
+        print(f"to df: {timer.elapsed:.2f}")
+    elif proto == "sqlalchemy":
+        engine = create_engine(f'presto://{os.environ["PRESTO_USER"]}@{os.environ["PRESTO_HOST"]}:{os.environ["PRESTO_PORT"]}/{os.environ["PRESTO_CATALOG"]}/{os.environ["PRESTO_SCHEMA"]}')
+        conn = engine.connect()
+        with Timer() as timer:
+            df = pd.read_sql(f"SELECT * FROM {table}", conn)
+        print(f"Time in total: {timer.elapsed:.2f}")
+
+    print(df.head())
+    print(len(df))
diff --git a/benchmarks/tpch-pyarrow-p.py b/benchmarks/tpch-pyarrow-p.py
new file mode 100644
index 0000000..0578ff7
--- /dev/null
+++ b/benchmarks/tpch-pyarrow-p.py
@@ -0,0 +1,94 @@
+"""
+Usage:
+  tpch-pyarrow-p.py <num>
+
+Options:
+  -h --help     Show this screen.
+  --version     Show version.
+"""
+import io
+import itertools
+import os
+from multiprocessing import Pool
+from typing import Any, List
+
+import numpy as np
+import pyarrow as pa
+from contexttimer import Timer
+from docopt import docopt
+from pyarrow import csv
+from sqlalchemy import create_engine
+
+
+def get_sqls(table: str, count: int) -> List[str]:
+    sqls = []
+    split = np.linspace(0, 60000000, num=count + 1, endpoint=True, dtype=int)
+    for i in range(len(split) - 1):
+
+        sqls.append(
+            f"""SELECT
+                    l_orderkey,
+                    l_partkey,
+                    l_suppkey,
+                    l_linenumber,
+                    l_quantity::float8,
+                    l_extendedprice::float8,
+                    l_discount::float8,
+                    l_tax::float8,
+                    l_returnflag,
+                    l_linestatus,
+                    l_shipdate,
+                    l_commitdate,
+                    l_receiptdate,                
+                    l_shipinstruct,
+                    l_shipmode,
+                    l_comment
+                FROM {table} 
+                WHERE l_orderkey > {split[i]} and l_orderkey <= {split[i+1]}"""
+        )
+    return sqls
+
+
+def func(id: int, conn: str, query: str) -> Any:
+    engine = create_engine(conn)
+    conn = engine.connect()
+    cur = conn.connection.cursor()
+    store = io.BytesIO()
+
+    with Timer() as timer:
+        cur.copy_expert(f"COPY ({query}) TO STDOUT WITH CSV HEADER;", store)
+    print(f"[Copy {id}] {timer.elapsed:.2f}s")
+
+    store.seek(0)
+    with Timer() as timer:
+        df = csv.read_csv(store, read_options=csv.ReadOptions(use_threads=False))
+    print(f"[Read CSV {id}] {timer.elapsed:.2f}s")
+
+    return df
+
+
+if __name__ == "__main__":
+    args = docopt(__doc__, version="1.0")
+    conn = os.environ["POSTGRES_URL"]
+    table = os.environ["POSTGRES_TABLE"]
+
+    queries = get_sqls(table, int(args["<num>"]))
+
+    print(f"number of threads: {len(queries)}\nsqls: {queries}")
+
+    with Timer() as timer, Pool(len(queries)) as pool:
+        dfs = pool.starmap(
+            func, zip(range(len(queries)), itertools.repeat(conn), queries)
+        )
+
+    print(f"[All Jobs] {timer.elapsed:.2f}s")
+
+    with Timer() as timer:
+        df = pa.concat_tables(dfs)
+    print(f"[Concat] {timer.elapsed:.2f}s")
+
+    with Timer() as timer:
+        df = df.to_pandas()
+    print(f"[To Pandas] {timer.elapsed:.2f}s")
+
+    print(df.head())
diff --git a/benchmarks/tpch-pyarrow.py b/benchmarks/tpch-pyarrow.py
new file mode 100644
index 0000000..66121da
--- /dev/null
+++ b/benchmarks/tpch-pyarrow.py
@@ -0,0 +1,46 @@
+"""
+Usage:
+  tpch-pyarrow.py
+
+Options:
+  -h --help     Show this screen.
+  --version     Show version.
+"""
+import io
+import os
+
+from contexttimer import Timer
+from pyarrow import csv
+from sqlalchemy import create_engine
+from docopt import docopt
+
+if __name__ == "__main__":
+    args = docopt(__doc__, version="1.0")
+    conn = os.environ["POSTGRES_URL"]
+    table = os.environ["POSTGRES_TABLE"]
+
+    engine = create_engine(conn)
+    conn = engine.connect()
+
+    cur = conn.connection.cursor()
+    store = io.BytesIO()
+    with Timer() as timer:
+        cur.copy_expert(
+            f"COPY (SELECT * FROM {table}) TO STDOUT WITH CSV HEADER;", store
+        )
+    print(f"[Copy] {timer.elapsed:.2f}s")
+
+    store.seek(0)
+
+    with Timer() as timer:
+        df = csv.read_csv(store, read_options=csv.ReadOptions(use_threads=False))
+    print(f"[Read CSV] {timer.elapsed:.2f}s")
+
+    with Timer() as timer:
+        df = df.to_pandas()
+        print(f"[To Pandas] {timer.elapsed:.2f}s")
+
+    conn.close()
+    print(df.head())
+    # _, peak = tracemalloc.get_traced_memory()
+    # print(f"memory peak: {peak/10**9:.2f}G")
diff --git a/benchmarks/tpch-queries-cx.py b/benchmarks/tpch-queries-cx.py
new file mode 100644
index 0000000..2c3f83d
--- /dev/null
+++ b/benchmarks/tpch-queries-cx.py
@@ -0,0 +1,71 @@
+"""
+Usage:
+    tpch-queries-cx.py <id> [--conn=<conn>] [--ret=<ret>] [--part=<part>] [--protocol=<protocol>] [--force-parallel]
+
+Options:
+    --ret=<ret>               The return type [default: pandas].
+    --conn=<conn>             The connection url to use [default: POSTGRES_URL].
+    --part=<part>             The number of partitions to use [default: 1].
+    --protocol=<protocol>     The protocol to use [default: binary].
+    --force-parallel          Force parallelism by setting variables
+    -h --help                 Show this screen.
+    --version                 Show version.
+    """
+
+import os
+
+from pathlib import Path
+from contexttimer import Timer
+from docopt import docopt
+import connectorx as cx
+
+if __name__ == "__main__":
+    args = docopt(__doc__, version="1.0")
+    conn = os.environ[args["--conn"]]
+    print(f"conn url: {conn}")
+
+    ret = args["--ret"]
+    print(f"return type: {ret}")
+
+    qid = args["<id>"]
+    print(f"execute query id: {qid}")
+
+    part = int(args["--part"])
+    print(f"# partitions: {part}")
+
+    # multi_access_plan = "force_parallel" if args["--force-parallel"] else "default"
+    # print(f"plan: {multi_access_plan}")
+
+    if part > 1:
+        qdir = Path(f"{os.environ['TPCH_QUERIES']}_part", f"q{qid}.sql")
+        with open(qdir, "r") as f:
+            part_col = f.readline()[:-1] # first line is partition key, remove last '\n'
+            query = f.read()
+    else:
+        qdir = Path(os.environ["TPCH_QUERIES"], f"q{qid}.sql")
+        with open(qdir, "r") as f:
+            part_col = ""
+            query = f.read()
+    print(f"load query from: {qdir}")
+    print(f"query: {query}")
+    print(f"partition on : {part_col}")
+    query = query.replace("%", "%%")
+
+    with Timer() as timer:
+        if ret == "pandas":
+            if part > 1:
+                # df = cx.read_sql(conn, query, partition_on=part_col, partition_num=part, protocol=args["--protocol"], multi_access_plan=multi_access_plan)
+                df = cx.read_sql(conn, query, partition_on=part_col, partition_num=part, protocol=args["--protocol"])
+            else:
+                df = cx.read_sql(conn, query, protocol=args["--protocol"])
+        elif ret == "arrow":
+            if part > 1:
+                # table = cx.read_sql(conn, query, return_type="arrow", partition_on=part_col, partition_num=part, protocol=args["--protocol"], multi_access_plan=multi_access_plan)
+                table = cx.read_sql(conn, query, return_type="arrow", partition_on=part_col, partition_num=part, protocol=args["--protocol"])
+            else:
+                table = cx.read_sql(conn, query, return_type="arrow", protocol=args["--protocol"])
+            print(f"get arrow table time: {timer.elapsed:.2f}s")
+            df = table.to_pandas(split_blocks=False, date_as_object=False)
+    print(f"[cx][QID: {qid} Total] {timer.elapsed:.2f}s")
+
+    print(df)
diff --git a/benchmarks/tpch-queries-pd.py b/benchmarks/tpch-queries-pd.py
new file mode 100644
index 0000000..e018f5c
--- /dev/null
+++ b/benchmarks/tpch-queries-pd.py
@@ -0,0 +1,43 @@
+"""
+Usage:
+    tpch-queries-pd.py <id> [--conn=<conn>]
+
+Options:
+    --conn=<conn>             The connection url to use [default: POSTGRES_URL].
+    -h --help                 Show this screen.
+    --version                 Show version.
+    """
+
+import os
+
+from pathlib import Path
+from contexttimer import Timer
+from sqlalchemy import create_engine
+from docopt import docopt
+import pandas as pd
+
+if __name__ == "__main__":
+    args = docopt(__doc__, version="1.0")
+    conn = os.environ[args["--conn"]]
+    print(f"conn url: {conn}")
+    engine = create_engine(conn)
+    conn = engine.connect()
+
+    qid = args["<id>"]
+    print(f"execute query id: {qid}")
+
+    qdir = Path(os.environ["TPCH_QUERIES"], f"q{qid}.sql")
+    print(f"load query from: {qdir}")
+
+    with open(qdir, "r") as f:
+        query = f.read()
+    print(f"query: {query}")
+    query = query.replace("%", "%%")
+
+    with Timer() as timer:
+        df = pd.read_sql(query, conn)
+    print(f"[pd][QID: {qid} Total] {timer.elapsed:.2f}s")
+
+    conn.close()
+    print(df)
+    print(f"result size: {len(df)}x{len(df.columns)}")
diff --git a/benchmarks/tpch-rust-arrow.py b/benchmarks/tpch-rust-arrow.py
new file mode 100644
index 0000000..8d0a5d4
--- /dev/null
+++ b/benchmarks/tpch-rust-arrow.py
@@ -0,0 +1,155 @@
+"""
+Usage:
+  tpch-rust-arrow.py <num>
+
+Options:
+  -h --help     Show this screen.
+  --version     Show version.
+"""
+import json
+import os
+import time
+from typing import List
+
+import numpy as np
+import pyarrow as pa
+from connectorx import read_pg
+from docopt import docopt
+
+
+def get_sqls(table: str, count: int) -> List[str]:
+    sqls = []
+    split = np.linspace(0, 60000000, num=count + 1, endpoint=True, dtype=int)
+    for i in range(len(split) - 1):
+
+        sqls.append(
+            f"""select  l_orderkey,
+                l_partkey,
+                l_suppkey,
+                l_linenumber,
+                l_quantity::float8,
+                l_extendedprice::float8,
+                l_discount::float8,
+                l_tax::float8,
+                l_returnflag,
+                l_linestatus,
+                l_shipdate,
+                l_commitdate,
+                l_receiptdate,                
+                l_shipinstruct,
+                l_shipmode,
+                l_comment from {table} where l_orderkey > {split[i]} and l_orderkey <= {split[i+1]}"""
+        )
+    return sqls
+
+
+def field_to_json(field):
+    json = {
+        "name": field.name,
+        "nullable": field.nullable,
+    }
+    if isinstance(field.type, pa.ListType):
+        json = {
+            **json,
+            "type": {"name": "list"},
+            "children": [field_to_json(field.type.value_field)],
+        }
+    elif field.type == pa.float64():
+        json = {
+            **json,
+            "type": {"name": "floatingpoint", "precision": "DOUBLE"},
+            "children": [],
+        }
+    elif field.type == pa.uint64():
+        json = {
+            **json,
+            "type": {"name": "int", "bitWidth": 64, "isSigned": False},
+            "children": [],
+        }
+    elif field.type == pa.string():
+        json = {
+            **json,
+            "type": {"name": "utf8"},
+            "children": [],
+        }
+    elif field.type == pa.date32():
+        json = {
+            **json,
+            "type": {"name": "date", "unit": "DAY"},
+            "children": [],
+        }
+    elif isinstance(field.type, pa.StructType):
+        json = {
+            **json,
+            "type": {"name": "struct"},
+            "children": [
+                field_to_json(field.type[i]) for i in range(field.type.num_fields)
+            ],
+        }
+    else:
+        raise NotImplementedError(field.type)
+
+    return json
+
+
+def schema_to_json(schema):
+    return {
+        "fields": [field_to_json(schema.field(name)) for name in schema.names],
+        "metadata": {},
+    }
+
+
+SCHEMA = pa.schema(
+    [
+        pa.field("l_orderkey", pa.uint64(), False),
+        pa.field("l_partkey", pa.uint64(), False),
+        pa.field("l_suppkey", pa.uint64(), False),
+        pa.field("l_linenumber", pa.uint64(), False),
+        pa.field("l_quantity", pa.float64(), False),
+        pa.field("l_extendedprice", pa.float64(), False),
+        pa.field("l_discount", pa.float64(), False),
+        pa.field("l_tax", pa.float64(), False),
+        pa.field("l_returnflag", pa.string(), False),
+        pa.field("l_linestatus", pa.string(), False),
+        # pa.field("l_shipdate", pa.date32(), False),
+        # pa.field("l_commitdate", pa.date32(), False),
+        # pa.field("l_receiptdate", pa.date32(), False),
+        pa.field("l_shipdate", pa.string(), False),
+        pa.field("l_commitdate", pa.string(), False),
+        pa.field("l_receiptdate", pa.string(), False),
+        pa.field("l_shipinstruct", pa.string(), False),
+        pa.field("l_shipmode", pa.string(), False),
+        pa.field("l_comment", pa.string(), False),
+    ]
+)
+
+
+if __name__ == "__main__":
+    args = docopt(__doc__, version="1.0")
+    conn = os.environ["POSTGRES_URL"]
+    table = os.environ["POSTGRES_TABLE"]
+
+    queries = get_sqls(table, int(args["<num>"]))
+
+    print(f"numer of threads: {int(args['<num>'])}\nsqls: {queries}")
+
+    then = time.time()
+    table = read_pg(
+        conn,
+        queries,
+        json.dumps(schema_to_json(SCHEMA)),
+    )
+    print(f"finish read_pg:", time.time() - then)
+
+    tb = pa.Table.from_arrays(
+        [
+            pa.chunked_array([pa.Array._import_from_c(*ptr) for ptr in ptrs])
+            for ptrs in table.values()
+        ],
+        names=list(table.keys()),
+    )
+    print("finish concat:", time.time() - then)
+
+    df = tb.to_pandas()
+    print("finish to_pandas:", time.time() - then)
+    print(df)
diff --git a/benchmarks/tpch-turbodbc.py b/benchmarks/tpch-turbodbc.py
new file mode 100644
index 0000000..745a6f8
--- /dev/null
+++ b/benchmarks/tpch-turbodbc.py
@@ -0,0 +1,62 @@
+"""
+Usage:
+  tpch-turbodbc.py [--driver=<driver>] [--ret=<ret>]
+
+Options:
+  --driver=<driver>         ODBC driver to use [default: PostgreSQL].
+  --ret=<ret>               The return type [default: pandas-numpy].
+  -h --help                 Show this screen.
+  --version                 Show version.
+
+"""
+
+import os
+
+from docopt import docopt
+from turbodbc import connect, make_options
+import pandas as pd
+from contexttimer import Timer
+
+if __name__ == "__main__":
+    args = docopt(__doc__, version="Naval Fate 2.0")
+    table = os.environ["TPCH_TABLE"]
+    driver = args["--driver"]
+    ret = args["--ret"]
+    query = f"SELECT * FROM {table}"
+
+    with Timer() as gtimer:
+        with Timer() as timer:
+            if driver == "MSSQL":
+                options = make_options(prefer_unicode=True)
+                connection = connect(
+                    dsn=driver, uid=os.environ["MSSQL_USER"], pwd=os.environ["MSSQL_PASSWORD"], turbodbc_options=options)
+            else:
+                connection = connect(dsn=driver)
+            cursor = connection.cursor()
+        print(f"connect: {timer.elapsed}")
+        with Timer() as timer:
+            cursor.execute(query)
+        print(f"execute: {timer.elapsed}")
+        if ret == "pandas-numpy":
+            with Timer() as timer:
+                data = cursor.fetchallnumpy()
+            print(f"fetchallnumpy: {timer.elapsed}")
+            with Timer() as timer:
+                df = pd.DataFrame(data=data)
+            print(f"convert to pandas: {timer.elapsed}")
+        elif ret == "pandas-arrow":
+            with Timer() as timer:
+                data = cursor.fetchallarrow()
+            print(f"fetchallarrow: {timer.elapsed}")
+            with Timer() as timer:
+                # to be fair with other benchmarks, generate consolidate blocks and convert date
+                df = data.to_pandas(split_blocks=False, date_as_object=False)
+            print(f"convert to pandas: {timer.elapsed}")
+        else:
+            assert ret == "arrow"
+            with Timer() as timer:
+                df = cursor.fetchallarrow()
+            print(f"fetchallarrow: {timer.elapsed}")
+
+    print(f"time in total: {gtimer.elapsed}")
+    print(df)
diff --git a/connectorx-cpp/Cargo.toml b/connectorx-cpp/Cargo.toml
new file mode 100644
index 0000000..05944b4
--- /dev/null
+++ b/connectorx-cpp/Cargo.toml
@@ -0,0 +1,37 @@
+[package]
+name = "connectorx-cpp"
+version = "0.3.3-alpha.1"
+edition = "2021"
+license = "MIT"
+
+# See more keys and their definitions at https://doc.rust-lang.org/cargo/reference/manifest.html
+
+[dependencies]
+libc = "0.2"
+connectorx = {path = "../connectorx", default-features = false}
+arrow = {workspace = true}
+openssl = {version = "0.10", features = ["vendored"]}
+
+[lib]
+crate-type = ["cdylib"]
+name = "connectorx_cpp"
+
+[features]
+default = ["fptr", "nbstr", "dsts", "srcs", "federation"]
+light = ["fptr", "nbstr", "dsts_light" , "srcs_light", "federation"]
+srcs_light = ["connectorx/src_postgres"]
+dsts_light = ["connectorx/dst_arrow"]
+
+dsts = ["connectorx/dst_arrow", "connectorx/dst_arrow2"]
+fptr = ["connectorx/fptr"]
+branch = ["connectorx/branch"]
+federation = ["connectorx/federation"]
+nbstr = []
+srcs = [
+  "connectorx/src_postgres",
+  "connectorx/src_mysql",
+  "connectorx/src_sqlite",
+  "connectorx/src_mssql",
+  "connectorx/src_oracle",
+  "connectorx/src_bigquery",
+]
diff --git a/connectorx-cpp/src/lib.rs b/connectorx-cpp/src/lib.rs
new file mode 100644
index 0000000..1147a97
--- /dev/null
+++ b/connectorx-cpp/src/lib.rs
@@ -0,0 +1,365 @@
+mod plan;
+
+use arrow::ffi::{FFI_ArrowArray, FFI_ArrowSchema};
+use connectorx::prelude::*;
+use libc::c_char;
+use std::collections::HashMap;
+use std::convert::TryFrom;
+use std::env;
+use std::ffi::{CStr, CString};
+use std::sync::Arc;
+
+#[repr(C)]
+pub struct CXSlice<T> {
+    ptr: *const T,
+    len: usize,
+    capacity: usize,
+}
+
+impl<T> CXSlice<T> {
+    pub fn new_from_vec(v: Vec<T>) -> Self {
+        // If `Vec::into_raw_parts` becomes stable, can directly change to:
+        // let (ptr, len, capacity) = v.into_raw_parts();
+        // Self {ptr, len, capacity}
+
+        let slice = Self {
+            ptr: v.as_ptr(),
+            len: v.len(),
+            capacity: v.capacity(),
+        };
+        std::mem::forget(v);
+        slice
+    }
+}
+
+#[repr(C)]
+pub struct CXTable {
+    name: *const c_char,
+    columns: CXSlice<*const c_char>,
+}
+
+#[repr(C)]
+pub struct CXConnectionInfo {
+    name: *const c_char,
+    conn: *const c_char,
+    schema: CXSlice<CXTable>,
+    is_local: bool,
+    jdbc_url: *const c_char,
+    jdbc_driver: *const c_char,
+}
+
+#[repr(C)]
+pub struct CXFederatedPlan {
+    db_name: *const c_char,
+    db_alias: *const c_char,
+    sql: *const c_char,
+    cardinality: usize,
+}
+
+#[cfg(feature = "federation")]
+#[no_mangle]
+pub unsafe extern "C" fn free_plans(res: *const CXSlice<CXFederatedPlan>) {
+    let plans = get_vec::<_>((*res).ptr, (*res).len, (*res).capacity);
+    plans.into_iter().for_each(|plan| {
+        free_str(plan.db_name);
+        free_str(plan.db_alias);
+        free_str(plan.sql);
+    });
+}
+
+#[no_mangle]
+pub unsafe extern "C" fn connectorx_rewrite(
+    conn_list: *const CXSlice<CXConnectionInfo>,
+    query: *const c_char,
+) -> CXSlice<CXFederatedPlan> {
+    let mut db_map = HashMap::new();
+    let conn_slice = unsafe { std::slice::from_raw_parts((*conn_list).ptr, (*conn_list).len) };
+    for p in conn_slice {
+        let name = unsafe { CStr::from_ptr(p.name) }.to_str().unwrap();
+        if p.conn.is_null() {
+            let mut table_map: HashMap<String, Vec<String>> = HashMap::new();
+            let table_slice = unsafe { std::slice::from_raw_parts(p.schema.ptr, p.schema.len) };
+            for t in table_slice {
+                let table_name = unsafe { CStr::from_ptr(t.name) }.to_str().unwrap();
+                // println!("raw table name: {:?}", table_name);
+                let column_slice =
+                    unsafe { std::slice::from_raw_parts(t.columns.ptr, t.columns.len) };
+
+                let mut column_names = vec![];
+                for &c in column_slice {
+                    let column_name = unsafe { CStr::from_ptr(c).to_str().unwrap() };
+                    column_names.push(column_name.to_string());
+                }
+                table_map.insert(table_name.to_string(), column_names);
+            }
+            let source_info =
+                FederatedDataSourceInfo::new_from_manual_schema(table_map, p.is_local);
+            db_map.insert(name.to_string(), source_info);
+        } else {
+            let conn = unsafe { CStr::from_ptr(p.conn) }.to_str().unwrap();
+            let jdbc_url = match p.jdbc_url.is_null() {
+                true => "",
+                false => unsafe { CStr::from_ptr(p.jdbc_url) }.to_str().unwrap(),
+            };
+            let jdbc_driver = match p.jdbc_driver.is_null() {
+                true => "",
+                false => unsafe { CStr::from_ptr(p.jdbc_driver) }.to_str().unwrap(),
+            };
+            // println!("name: {:?}, conn: {:?}", name, conn);
+            let source_info = FederatedDataSourceInfo::new_from_conn_str(
+                SourceConn::try_from(conn).unwrap(),
+                p.is_local,
+                jdbc_url,
+                jdbc_driver,
+            );
+            db_map.insert(name.to_string(), source_info);
+        }
+    }
+
+    let query_str = unsafe { CStr::from_ptr(query) }.to_str().unwrap();
+    let j4rs_base = match env::var("CX_LIB_PATH") {
+        Ok(val) => Some(val),
+        Err(_) => None,
+    };
+    // println!("j4rs_base: {:?}", j4rs_base);
+    let fed_plan: Vec<CXFederatedPlan> = rewrite_sql(query_str, &db_map, j4rs_base.as_deref())
+        .unwrap()
+        .into_iter()
+        .map(|p| p.into())
+        .collect();
+
+    CXSlice::<_>::new_from_vec(fed_plan)
+}
+
+#[repr(C)]
+pub struct CXArray {
+    array: *const FFI_ArrowArray,
+    schema: *const FFI_ArrowSchema,
+}
+
+#[repr(C)]
+pub struct CXResult {
+    data: CXSlice<CXSlice<CXArray>>,
+    header: CXSlice<*const c_char>,
+}
+
+pub unsafe fn get_vec<T>(ptr: *const T, len: usize, capacity: usize) -> Vec<T> {
+    Vec::from_raw_parts(ptr as *mut T, len, capacity)
+}
+
+pub unsafe fn free_str(ptr: *const c_char) {
+    let _ = CString::from_raw(ptr as *mut _);
+}
+
+#[no_mangle]
+pub unsafe extern "C" fn free_result(res: *const CXResult) {
+    let header = get_vec::<_>((*res).header.ptr, (*res).header.len, (*res).header.capacity);
+    header.into_iter().for_each(|col| free_str(col));
+
+    let rbs = get_vec::<_>((*res).data.ptr, (*res).data.len, (*res).data.capacity);
+    rbs.into_iter().for_each(|rb| {
+        get_vec::<_>(rb.ptr, rb.len, rb.capacity)
+            .into_iter()
+            .for_each(|a| {
+                // Otherwise memory leak
+                std::sync::Arc::from_raw(a.array);
+                std::sync::Arc::from_raw(a.schema);
+            })
+    });
+}
+
+#[no_mangle]
+pub unsafe extern "C" fn connectorx_scan(conn: *const c_char, query: *const c_char) -> CXResult {
+    let conn_str = unsafe { CStr::from_ptr(conn) }.to_str().unwrap();
+    let query_str = unsafe { CStr::from_ptr(query) }.to_str().unwrap();
+    let source_conn = SourceConn::try_from(conn_str).unwrap();
+    let record_batches = get_arrow(&source_conn, None, &[CXQuery::from(query_str)])
+        .unwrap()
+        .arrow()
+        .unwrap();
+
+    // arrow::util::pretty::print_batches(&record_batches[..]).unwrap();
+
+    let names: Vec<*const c_char> = record_batches[0]
+        .schema()
+        .fields()
+        .iter()
+        .map(|f| {
+            CString::new(f.name().as_str())
+                .expect("new CString error")
+                .into_raw() as *const c_char
+        })
+        .collect();
+
+    let mut result = vec![];
+    for rb in record_batches {
+        let mut cols = vec![];
+
+        for array in rb.columns() {
+            let data = array.to_data();
+            let array = Arc::new(FFI_ArrowArray::new(&data));
+            let schema = Arc::new(
+                arrow::ffi::FFI_ArrowSchema::try_from(data.data_type()).expect("export schema c"),
+            );
+            let array_ptr = Arc::into_raw(array);
+            let schema_ptr = Arc::into_raw(schema);
+
+            let cx_array = CXArray {
+                array: array_ptr,
+                schema: schema_ptr,
+            };
+            cols.push(cx_array);
+        }
+
+        let cx_rb = CXSlice::<CXArray>::new_from_vec(cols);
+        result.push(cx_rb);
+    }
+
+    let res = CXResult {
+        data: CXSlice::<_>::new_from_vec(result),
+        header: CXSlice::<_>::new_from_vec(names),
+    };
+
+    res
+}
+
+#[repr(C)]
+pub struct CXSchema {
+    types: CXSlice<CXArray>,
+    headers: CXSlice<*const c_char>,
+}
+
+#[no_mangle]
+pub unsafe extern "C" fn free_iter(iter: *mut Box<dyn RecordBatchIterator>) {
+    let _ = Box::from_raw(iter);
+}
+
+#[no_mangle]
+pub unsafe extern "C" fn free_schema(schema: *mut CXSchema) {
+    let res = Box::from_raw(schema);
+
+    let header = get_vec::<_>(res.headers.ptr, res.headers.len, res.headers.capacity);
+    header.into_iter().for_each(|col| free_str(col));
+
+    get_vec::<_>(res.types.ptr, res.types.len, res.types.capacity)
+        .into_iter()
+        .for_each(|a| {
+            std::sync::Arc::from_raw(a.array);
+            std::sync::Arc::from_raw(a.schema);
+        });
+}
+
+#[no_mangle]
+pub unsafe extern "C" fn free_record_batch(rb: *mut CXSlice<CXArray>) {
+    let slice = Box::from_raw(rb);
+    get_vec::<_>(slice.ptr, slice.len, slice.capacity)
+        .into_iter()
+        .for_each(|a| {
+            std::sync::Arc::from_raw(a.array);
+            std::sync::Arc::from_raw(a.schema);
+        })
+}
+
+#[no_mangle]
+pub unsafe extern "C" fn connectorx_scan_iter(
+    conn: *const c_char,
+    queries: *const CXSlice<*const c_char>,
+    batch_size: usize,
+) -> *mut Box<dyn RecordBatchIterator> {
+    let conn_str = unsafe { CStr::from_ptr(conn) }.to_str().unwrap();
+    let source_conn = SourceConn::try_from(conn_str).unwrap();
+
+    let query_slice = unsafe { std::slice::from_raw_parts((*queries).ptr, (*queries).len) };
+
+    let mut query_vec = vec![];
+    for &q in query_slice {
+        let query = unsafe { CStr::from_ptr(q).to_str().unwrap() };
+        query_vec.push(CXQuery::from(query));
+    }
+
+    let arrow_iter: Box<dyn RecordBatchIterator> =
+        new_record_batch_iter(&source_conn, None, query_vec.as_slice(), batch_size);
+
+    Box::into_raw(Box::new(arrow_iter))
+}
+
+#[no_mangle]
+pub unsafe extern "C" fn connectorx_get_schema(
+    iter: *mut Box<dyn RecordBatchIterator>,
+) -> *mut CXSchema {
+    let arrow_iter = unsafe { &*iter };
+    let (empty_batch, names) = arrow_iter.get_schema();
+    let mut cols = vec![];
+    for array in empty_batch.columns() {
+        let data = array.to_data();
+        let array = Arc::new(arrow::ffi::FFI_ArrowArray::new(&data));
+        let schema = Arc::new(
+            arrow::ffi::FFI_ArrowSchema::try_from(data.data_type()).expect("export schema c"),
+        );
+        let array_ptr = Arc::into_raw(array);
+        let schema_ptr = Arc::into_raw(schema);
+        let cx_array = CXArray {
+            array: array_ptr,
+            schema: schema_ptr,
+        };
+        cols.push(cx_array);
+    }
+
+    let names: Vec<*const c_char> = names
+        .iter()
+        .map(|name| {
+            CString::new(name.as_str())
+                .expect("new CString error")
+                .into_raw() as *const c_char
+        })
+        .collect();
+
+    let res = Box::new(CXSchema {
+        types: CXSlice::<_>::new_from_vec(cols),
+        headers: CXSlice::<_>::new_from_vec(names),
+    });
+
+    Box::into_raw(res)
+}
+
+#[no_mangle]
+pub unsafe extern "C" fn connectorx_prepare(iter: *mut Box<dyn RecordBatchIterator>) {
+    let arrow_iter = unsafe { &mut *iter };
+    arrow_iter.prepare();
+}
+
+#[no_mangle]
+pub unsafe extern "C" fn connectorx_iter_next(
+    iter: *mut Box<dyn RecordBatchIterator>,
+) -> *mut CXSlice<CXArray> {
+    let arrow_iter = unsafe { &mut *iter };
+    match arrow_iter.next_batch() {
+        Some(rb) => {
+            let mut cols = vec![];
+
+            for array in rb.columns() {
+                let data = array.to_data();
+                let array = Arc::new(arrow::ffi::FFI_ArrowArray::new(&data));
+                let schema =
+                    Arc::new(FFI_ArrowSchema::try_from(data.data_type()).expect("export schema c"));
+                let array_ptr = Arc::into_raw(array);
+                let schema_ptr = Arc::into_raw(schema);
+
+                let cx_array = CXArray {
+                    array: array_ptr,
+                    schema: schema_ptr,
+                };
+                cols.push(cx_array);
+            }
+
+            let cx_rb = Box::new(CXSlice::<CXArray>::new_from_vec(cols));
+            Box::into_raw(cx_rb)
+        }
+        None => std::ptr::null_mut(),
+    }
+}
+
+#[no_mangle]
+pub unsafe extern "C" fn connectorx_set_thread_num(num: usize) {
+    set_global_num_thread(num);
+}
diff --git a/connectorx-cpp/src/plan.rs b/connectorx-cpp/src/plan.rs
new file mode 100644
index 0000000..b1baf33
--- /dev/null
+++ b/connectorx-cpp/src/plan.rs
@@ -0,0 +1,22 @@
+use crate::CXFederatedPlan;
+use connectorx::fed_rewriter::Plan;
+use libc::c_char;
+use std::convert::Into;
+use std::ffi::CString;
+
+impl Into<CXFederatedPlan> for Plan {
+    fn into(self) -> CXFederatedPlan {
+        CXFederatedPlan {
+            db_name: CString::new(self.db_name.as_str())
+                .expect("new CString error")
+                .into_raw() as *const c_char,
+            db_alias: CString::new(self.db_alias.as_str())
+                .expect("new CString error")
+                .into_raw() as *const c_char,
+            sql: CString::new(self.sql.as_str())
+                .expect("new CString error")
+                .into_raw() as *const c_char,
+            cardinality: self.cardinality,
+        }
+    }
+}
diff --git a/connectorx-python/.cargo/config b/connectorx-python/.cargo/config
new file mode 100644
index 0000000..59c989e
--- /dev/null
+++ b/connectorx-python/.cargo/config
@@ -0,0 +1,11 @@
+[target.x86_64-apple-darwin]
+rustflags = [
+  "-C", "link-arg=-undefined",
+  "-C", "link-arg=dynamic_lookup",
+]
+
+[target.aarch64-apple-darwin]
+rustflags = [
+  "-C", "link-arg=-undefined",
+  "-C", "link-arg=dynamic_lookup",
+]
\ No newline at end of file
diff --git a/connectorx-python/Cargo.lock b/connectorx-python/Cargo.lock
new file mode 100644
index 0000000..50171df
--- /dev/null
+++ b/connectorx-python/Cargo.lock
@@ -0,0 +1,5977 @@
+# This file is automatically @generated by Cargo.
+# It is not intended for manual editing.
+version = 3
+
+[[package]]
+name = "addr2line"
+version = "0.21.0"
+source = "registry+https://github.com/rust-lang/crates.io-index"
+checksum = "8a30b2e23b9e17a9f90641c7ab1549cd9b44f296d3ccbf309d2863cfe398a0cb"
+dependencies = [
+ "gimli",
+]
+
+[[package]]
+name = "adler"
+version = "1.0.2"
+source = "registry+https://github.com/rust-lang/crates.io-index"
+checksum = "f26201604c87b1e01bd3d98f8d5d9a8fcbb815e8cedb41ffccbeb4bf593a35fe"
+
+[[package]]
+name = "ahash"
+version = "0.7.6"
+source = "registry+https://github.com/rust-lang/crates.io-index"
+checksum = "fcb51a0695d8f838b1ee009b3fbf66bda078cd64590202a864a8f3e8c4315c47"
+dependencies = [
+ "getrandom 0.2.10",
+ "once_cell",
+ "version_check",
+]
+
+[[package]]
+name = "ahash"
+version = "0.8.3"
+source = "registry+https://github.com/rust-lang/crates.io-index"
+checksum = "2c99f64d1e06488f620f932677e24bc6e2897582980441ae90a671415bd7ec2f"
+dependencies = [
+ "cfg-if 1.0.0",
+ "const-random",
+ "getrandom 0.2.10",
+ "once_cell",
+ "version_check",
+]
+
+[[package]]
+name = "aho-corasick"
+version = "1.0.5"
+source = "registry+https://github.com/rust-lang/crates.io-index"
+checksum = "0c378d78423fdad8089616f827526ee33c19f2fddbd5de1629152c9593ba4783"
+dependencies = [
+ "memchr",
+]
+
+[[package]]
+name = "alloc-no-stdlib"
+version = "2.0.4"
+source = "registry+https://github.com/rust-lang/crates.io-index"
+checksum = "cc7bb162ec39d46ab1ca8c77bf72e890535becd1751bb45f64c597edb4c8c6b3"
+
+[[package]]
+name = "alloc-stdlib"
+version = "0.2.2"
+source = "registry+https://github.com/rust-lang/crates.io-index"
+checksum = "94fb8275041c72129eb51b7d0322c29b8387a0386127718b096429201a5d6ece"
+dependencies = [
+ "alloc-no-stdlib",
+]
+
+[[package]]
+name = "allocator-api2"
+version = "0.2.16"
+source = "registry+https://github.com/rust-lang/crates.io-index"
+checksum = "0942ffc6dcaadf03badf6e6a2d0228460359d5e34b57ccdc720b7382dfbd5ec5"
+
+[[package]]
+name = "android-tzdata"
+version = "0.1.1"
+source = "registry+https://github.com/rust-lang/crates.io-index"
+checksum = "e999941b234f3131b00bc13c22d06e8c5ff726d1b6318ac7eb276997bbb4fef0"
+
+[[package]]
+name = "android_system_properties"
+version = "0.1.5"
+source = "registry+https://github.com/rust-lang/crates.io-index"
+checksum = "819e7219dbd41043ac279b19830f2efc897156490d7fd6ea916720117ee66311"
+dependencies = [
+ "libc",
+]
+
+[[package]]
+name = "ansi_term"
+version = "0.12.1"
+source = "registry+https://github.com/rust-lang/crates.io-index"
+checksum = "d52a9bb7ec0cf484c551830a7ce27bd20d67eac647e1befb56b0be4ee39a55d2"
+dependencies = [
+ "winapi",
+]
+
+[[package]]
+name = "anyhow"
+version = "1.0.75"
+source = "registry+https://github.com/rust-lang/crates.io-index"
+checksum = "a4668cab20f66d8d020e1fbc0ebe47217433c1b6c8f2040faf858554e394ace6"
+
+[[package]]
+name = "argminmax"
+version = "0.6.1"
+source = "registry+https://github.com/rust-lang/crates.io-index"
+checksum = "202108b46429b765ef483f8a24d5c46f48c14acfdacc086dd4ab6dddf6bcdbd2"
+dependencies = [
+ "num-traits",
+]
+
+[[package]]
+name = "array-init-cursor"
+version = "0.2.0"
+source = "registry+https://github.com/rust-lang/crates.io-index"
+checksum = "bf7d0a018de4f6aa429b9d33d69edf69072b1c5b1cb8d3e4a5f7ef898fc3eb76"
+
+[[package]]
+name = "arrayref"
+version = "0.3.7"
+source = "registry+https://github.com/rust-lang/crates.io-index"
+checksum = "6b4930d2cb77ce62f89ee5d5289b4ac049559b1c45539271f5ed4fdc7db34545"
+
+[[package]]
+name = "arrayvec"
+version = "0.7.4"
+source = "registry+https://github.com/rust-lang/crates.io-index"
+checksum = "96d30a06541fbafbc7f82ed10c06164cfbd2c401138f6addd8404629c4b16711"
+
+[[package]]
+name = "arrow"
+version = "40.0.0"
+source = "registry+https://github.com/rust-lang/crates.io-index"
+checksum = "6619cab21a0cdd8c9b9f1d9e09bfaa9b1974e5ef809a6566aef0b998caf38ace"
+dependencies = [
+ "ahash 0.8.3",
+ "arrow-arith",
+ "arrow-array",
+ "arrow-buffer",
+ "arrow-cast",
+ "arrow-csv",
+ "arrow-data",
+ "arrow-ipc",
+ "arrow-json",
+ "arrow-ord",
+ "arrow-row",
+ "arrow-schema",
+ "arrow-select",
+ "arrow-string",
+]
+
+[[package]]
+name = "arrow-arith"
+version = "40.0.0"
+source = "registry+https://github.com/rust-lang/crates.io-index"
+checksum = "e0dc95485623a76e00929bda8caa40c1f838190952365c4f43a7b9ae86d03e94"
+dependencies = [
+ "arrow-array",
+ "arrow-buffer",
+ "arrow-data",
+ "arrow-schema",
+ "chrono",
+ "half 2.3.1",
+ "num",
+]
+
+[[package]]
+name = "arrow-array"
+version = "40.0.0"
+source = "registry+https://github.com/rust-lang/crates.io-index"
+checksum = "3267847f53d3042473cfd2c769afd8d74a6d7d201fc3a34f5cb84c0282ef47a7"
+dependencies = [
+ "ahash 0.8.3",
+ "arrow-buffer",
+ "arrow-data",
+ "arrow-schema",
+ "chrono",
+ "chrono-tz",
+ "half 2.3.1",
+ "hashbrown 0.13.2",
+ "num",
+]
+
+[[package]]
+name = "arrow-buffer"
+version = "40.0.0"
+source = "registry+https://github.com/rust-lang/crates.io-index"
+checksum = "c5f66553e66e120ac4b21570368ee9ebf35ff3f5399f872b0667699e145678f5"
+dependencies = [
+ "half 2.3.1",
+ "num",
+]
+
+[[package]]
+name = "arrow-cast"
+version = "40.0.0"
+source = "registry+https://github.com/rust-lang/crates.io-index"
+checksum = "65e6f3579dbf0d97c683d451b2550062b0f0e62a3169bf74238b5f59f44ad6d8"
+dependencies = [
+ "arrow-array",
+ "arrow-buffer",
+ "arrow-data",
+ "arrow-schema",
+ "arrow-select",
+ "chrono",
+ "comfy-table 6.2.0",
+ "lexical-core",
+ "num",
+]
+
+[[package]]
+name = "arrow-csv"
+version = "40.0.0"
+source = "registry+https://github.com/rust-lang/crates.io-index"
+checksum = "373579c4c1a8f5307d3125b7a89c700fcf8caf85821c77eb4baab3855ae0aba5"
+dependencies = [
+ "arrow-array",
+ "arrow-buffer",
+ "arrow-cast",
+ "arrow-data",
+ "arrow-schema",
+ "chrono",
+ "csv",
+ "csv-core",
+ "lazy_static",
+ "lexical-core",
+ "regex",
+]
+
+[[package]]
+name = "arrow-data"
+version = "40.0.0"
+source = "registry+https://github.com/rust-lang/crates.io-index"
+checksum = "61bc8df9912cca6642665fdf989d6fa0de2570f18a7f709bcf59d29de96d2097"
+dependencies = [
+ "arrow-buffer",
+ "arrow-schema",
+ "half 2.3.1",
+ "num",
+]
+
+[[package]]
+name = "arrow-format"
+version = "0.8.1"
+source = "registry+https://github.com/rust-lang/crates.io-index"
+checksum = "07884ea216994cdc32a2d5f8274a8bee979cfe90274b83f86f440866ee3132c7"
+dependencies = [
+ "planus",
+ "serde",
+]
+
+[[package]]
+name = "arrow-ipc"
+version = "40.0.0"
+source = "registry+https://github.com/rust-lang/crates.io-index"
+checksum = "0105dcf5f91daa7182d87b713ee0b32b3bfc88e0c48e7dc3e9d6f1277a07d1ae"
+dependencies = [
+ "arrow-array",
+ "arrow-buffer",
+ "arrow-cast",
+ "arrow-data",
+ "arrow-schema",
+ "flatbuffers",
+]
+
+[[package]]
+name = "arrow-json"
+version = "40.0.0"
+source = "registry+https://github.com/rust-lang/crates.io-index"
+checksum = "e73134fb5b5ec8770f8cbb214c2c487b2d350081e403ca4eeeb6f8f5e19846ac"
+dependencies = [
+ "arrow-array",
+ "arrow-buffer",
+ "arrow-cast",
+ "arrow-data",
+ "arrow-schema",
+ "chrono",
+ "half 2.3.1",
+ "indexmap 1.9.3",
+ "lexical-core",
+ "num",
+ "serde",
+ "serde_json",
+]
+
+[[package]]
+name = "arrow-ord"
+version = "40.0.0"
+source = "registry+https://github.com/rust-lang/crates.io-index"
+checksum = "89f25bc66e18d4c2aa1fe2f9bb03e2269da60e636213210385ae41a107f9965a"
+dependencies = [
+ "arrow-array",
+ "arrow-buffer",
+ "arrow-data",
+ "arrow-schema",
+ "arrow-select",
+ "half 2.3.1",
+ "num",
+]
+
+[[package]]
+name = "arrow-row"
+version = "40.0.0"
+source = "registry+https://github.com/rust-lang/crates.io-index"
+checksum = "1095ff85ea4f5ff02d17b30b089de31b51a50be01c6b674f0a0509ab771232f1"
+dependencies = [
+ "ahash 0.8.3",
+ "arrow-array",
+ "arrow-buffer",
+ "arrow-data",
+ "arrow-schema",
+ "half 2.3.1",
+ "hashbrown 0.13.2",
+]
+
+[[package]]
+name = "arrow-schema"
+version = "40.0.0"
+source = "registry+https://github.com/rust-lang/crates.io-index"
+checksum = "25187bbef474151a2e4ddec67b9e34bda5cbfba292dc571392fa3a1f71ff5a82"
+dependencies = [
+ "bitflags 2.4.0",
+]
+
+[[package]]
+name = "arrow-select"
+version = "40.0.0"
+source = "registry+https://github.com/rust-lang/crates.io-index"
+checksum = "fd0d4ee884aec3aa05e41478e3cd312bf609de9babb5d187a43fb45931da4da4"
+dependencies = [
+ "arrow-array",
+ "arrow-buffer",
+ "arrow-data",
+ "arrow-schema",
+ "num",
+]
+
+[[package]]
+name = "arrow-string"
+version = "40.0.0"
+source = "registry+https://github.com/rust-lang/crates.io-index"
+checksum = "d6d71c3ffe4c07e66ce8fdc6aed5b00e0e60c5144911879b10546f5b72d8fa1c"
+dependencies = [
+ "arrow-array",
+ "arrow-buffer",
+ "arrow-data",
+ "arrow-schema",
+ "arrow-select",
+ "regex",
+ "regex-syntax 0.7.5",
+]
+
+[[package]]
+name = "arrow2"
+version = "0.17.4"
+source = "registry+https://github.com/rust-lang/crates.io-index"
+checksum = "59c468daea140b747d781a1da9f7db5f0a8e6636d4af20cc539e43d05b0604fa"
+dependencies = [
+ "ahash 0.8.3",
+ "arrow-format",
+ "bytemuck",
+ "chrono",
+ "dyn-clone",
+ "either",
+ "ethnum",
+ "foreign_vec",
+ "futures",
+ "getrandom 0.2.10",
+ "hash_hasher",
+ "lexical-core",
+ "lz4",
+ "multiversion",
+ "num-traits",
+ "regex",
+ "regex-syntax 0.6.29",
+ "rustc_version",
+ "simdutf8",
+ "strength_reduce",
+ "zstd",
+]
+
+[[package]]
+name = "async-channel"
+version = "1.9.0"
+source = "registry+https://github.com/rust-lang/crates.io-index"
+checksum = "81953c529336010edd6d8e358f886d9581267795c61b19475b71314bffa46d35"
+dependencies = [
+ "concurrent-queue",
+ "event-listener",
+ "futures-core",
+]
+
+[[package]]
+name = "async-compression"
+version = "0.4.2"
+source = "registry+https://github.com/rust-lang/crates.io-index"
+checksum = "d495b6dc0184693324491a5ac05f559acc97bf937ab31d7a1c33dd0016be6d2b"
+dependencies = [
+ "bzip2",
+ "flate2",
+ "futures-core",
+ "futures-io",
+ "memchr",
+ "pin-project-lite",
+ "tokio",
+ "xz2",
+ "zstd",
+ "zstd-safe",
+]
+
+[[package]]
+name = "async-lock"
+version = "2.8.0"
+source = "registry+https://github.com/rust-lang/crates.io-index"
+checksum = "287272293e9d8c41773cec55e365490fe034813a2f172f502d6ddcf75b2f582b"
+dependencies = [
+ "event-listener",
+]
+
+[[package]]
+name = "async-native-tls"
+version = "0.3.3"
+source = "registry+https://github.com/rust-lang/crates.io-index"
+checksum = "9e9e7a929bd34c68a82d58a4de7f86fffdaf97fb2af850162a7bb19dd7269b33"
+dependencies = [
+ "async-std",
+ "native-tls",
+ "thiserror",
+ "url",
+]
+
+[[package]]
+name = "async-std"
+version = "1.12.0"
+source = "registry+https://github.com/rust-lang/crates.io-index"
+checksum = "62565bb4402e926b29953c785397c6dc0391b7b446e45008b0049eb43cec6f5d"
+dependencies = [
+ "async-channel",
+ "async-lock",
+ "crossbeam-utils",
+ "futures-channel",
+ "futures-core",
+ "futures-io",
+ "memchr",
+ "once_cell",
+ "pin-project-lite",
+ "pin-utils",
+ "slab",
+ "wasm-bindgen-futures",
+]
+
+[[package]]
+name = "async-stream"
+version = "0.2.1"
+source = "registry+https://github.com/rust-lang/crates.io-index"
+checksum = "22068c0c19514942eefcfd4daf8976ef1aad84e61539f95cd200c35202f80af5"
+dependencies = [
+ "async-stream-impl 0.2.1",
+ "futures-core",
+]
+
+[[package]]
+name = "async-stream"
+version = "0.3.5"
+source = "registry+https://github.com/rust-lang/crates.io-index"
+checksum = "cd56dd203fef61ac097dd65721a419ddccb106b2d2b70ba60a6b529f03961a51"
+dependencies = [
+ "async-stream-impl 0.3.5",
+ "futures-core",
+ "pin-project-lite",
+]
+
+[[package]]
+name = "async-stream-impl"
+version = "0.2.1"
+source = "registry+https://github.com/rust-lang/crates.io-index"
+checksum = "25f9db3b38af870bf7e5cc649167533b493928e50744e2c30ae350230b414670"
+dependencies = [
+ "proc-macro2",
+ "quote",
+ "syn 1.0.109",
+]
+
+[[package]]
+name = "async-stream-impl"
+version = "0.3.5"
+source = "registry+https://github.com/rust-lang/crates.io-index"
+checksum = "16e62a023e7c117e27523144c5d2459f4397fcc3cab0085af8e2224f643a0193"
+dependencies = [
+ "proc-macro2",
+ "quote",
+ "syn 2.0.31",
+]
+
+[[package]]
+name = "async-trait"
+version = "0.1.73"
+source = "registry+https://github.com/rust-lang/crates.io-index"
+checksum = "bc00ceb34980c03614e35a3a4e218276a0a824e911d07651cd0d858a51e8c0f0"
+dependencies = [
+ "proc-macro2",
+ "quote",
+ "syn 2.0.31",
+]
+
+[[package]]
+name = "asynchronous-codec"
+version = "0.5.0"
+source = "registry+https://github.com/rust-lang/crates.io-index"
+checksum = "fb4401f0a3622dad2e0763fa79e0eb328bc70fb7dccfdd645341f00d671247d6"
+dependencies = [
+ "bytes",
+ "futures-sink",
+ "futures-util",
+ "memchr",
+ "pin-project-lite",
+]
+
+[[package]]
+name = "atoi"
+version = "2.0.0"
+source = "registry+https://github.com/rust-lang/crates.io-index"
+checksum = "f28d99ec8bfea296261ca1af174f24225171fea9664ba9003cbebee704810528"
+dependencies = [
+ "num-traits",
+]
+
+[[package]]
+name = "atty"
+version = "0.2.14"
+source = "registry+https://github.com/rust-lang/crates.io-index"
+checksum = "d9b39be18770d11421cdb1b9947a45dd3f37e93092cbf377614828a319d5fee8"
+dependencies = [
+ "hermit-abi 0.1.19",
+ "libc",
+ "winapi",
+]
+
+[[package]]
+name = "autocfg"
+version = "1.1.0"
+source = "registry+https://github.com/rust-lang/crates.io-index"
+checksum = "d468802bab17cbc0cc575e9b053f41e72aa36bfa6b7f55e3529ffa43161b97fa"
+
+[[package]]
+name = "backtrace"
+version = "0.3.69"
+source = "registry+https://github.com/rust-lang/crates.io-index"
+checksum = "2089b7e3f35b9dd2d0ed921ead4f6d318c27680d4a5bd167b3ee120edb105837"
+dependencies = [
+ "addr2line",
+ "cc",
+ "cfg-if 1.0.0",
+ "libc",
+ "miniz_oxide",
+ "object",
+ "rustc-demangle",
+]
+
+[[package]]
+name = "base64"
+version = "0.13.1"
+source = "registry+https://github.com/rust-lang/crates.io-index"
+checksum = "9e1b586273c5702936fe7b7d6896644d8be71e6314cfe09d3167c95f712589e8"
+
+[[package]]
+name = "base64"
+version = "0.21.3"
+source = "registry+https://github.com/rust-lang/crates.io-index"
+checksum = "414dcefbc63d77c526a76b3afcf6fbb9b5e2791c19c3aa2297733208750c6e53"
+
+[[package]]
+name = "bb8"
+version = "0.7.1"
+source = "registry+https://github.com/rust-lang/crates.io-index"
+checksum = "2e9f4fa9768efd269499d8fba693260cfc670891cf6de3adc935588447a77cc8"
+dependencies = [
+ "async-trait",
+ "futures-channel",
+ "futures-util",
+ "parking_lot 0.11.2",
+ "tokio",
+]
+
+[[package]]
+name = "bb8-tiberius"
+version = "0.5.2"
+source = "registry+https://github.com/rust-lang/crates.io-index"
+checksum = "648d5365b34a2a362d5b8790d3c1b230d263d2377e563c76cb79c10d326b917e"
+dependencies = [
+ "async-trait",
+ "bb8",
+ "futures",
+ "thiserror",
+ "tiberius",
+ "tokio",
+ "tokio-util 0.6.10",
+]
+
+[[package]]
+name = "bigdecimal"
+version = "0.3.1"
+source = "registry+https://github.com/rust-lang/crates.io-index"
+checksum = "a6773ddc0eafc0e509fb60e48dff7f450f8e674a0686ae8605e8d9901bd5eefa"
+dependencies = [
+ "num-bigint",
+ "num-integer",
+ "num-traits",
+]
+
+[[package]]
+name = "bindgen"
+version = "0.59.2"
+source = "registry+https://github.com/rust-lang/crates.io-index"
+checksum = "2bd2a9a458e8f4304c52c43ebb0cfbd520289f8379a52e329a38afda99bf8eb8"
+dependencies = [
+ "bitflags 1.3.2",
+ "cexpr",
+ "clang-sys",
+ "clap",
+ "env_logger",
+ "lazy_static",
+ "lazycell",
+ "log",
+ "peeking_take_while",
+ "proc-macro2",
+ "quote",
+ "regex",
+ "rustc-hash",
+ "shlex",
+ "which",
+]
+
+[[package]]
+name = "bitfield"
+version = "0.13.2"
+source = "registry+https://github.com/rust-lang/crates.io-index"
+checksum = "46afbd2983a5d5a7bd740ccb198caf5b82f45c40c09c0eed36052d91cb92e719"
+
+[[package]]
+name = "bitflags"
+version = "1.3.2"
+source = "registry+https://github.com/rust-lang/crates.io-index"
+checksum = "bef38d45163c2f1dde094a7dfd33ccf595c92905c8f8f4fdc18d06fb1037718a"
+
+[[package]]
+name = "bitflags"
+version = "2.4.0"
+source = "registry+https://github.com/rust-lang/crates.io-index"
+checksum = "b4682ae6287fcf752ecaabbfcc7b6f9b72aa33933dc23a554d853aea8eea8635"
+
+[[package]]
+name = "bitvec"
+version = "1.0.1"
+source = "registry+https://github.com/rust-lang/crates.io-index"
+checksum = "1bc2832c24239b0141d5674bb9174f9d68a8b5b3f2753311927c172ca46f7e9c"
+dependencies = [
+ "funty",
+ "radium",
+ "tap",
+ "wyz",
+]
+
+[[package]]
+name = "blake2"
+version = "0.10.6"
+source = "registry+https://github.com/rust-lang/crates.io-index"
+checksum = "46502ad458c9a52b69d4d4d32775c788b7a1b85e8bc9d482d92250fc0e3f8efe"
+dependencies = [
+ "digest",
+]
+
+[[package]]
+name = "blake3"
+version = "1.4.1"
+source = "registry+https://github.com/rust-lang/crates.io-index"
+checksum = "199c42ab6972d92c9f8995f086273d25c42fc0f7b2a1fcefba465c1352d25ba5"
+dependencies = [
+ "arrayref",
+ "arrayvec",
+ "cc",
+ "cfg-if 1.0.0",
+ "constant_time_eq",
+ "digest",
+]
+
+[[package]]
+name = "block-buffer"
+version = "0.10.4"
+source = "registry+https://github.com/rust-lang/crates.io-index"
+checksum = "3078c7629b62d3f0439517fa394996acacc5cbc91c5a20d8c658e77abd503a71"
+dependencies = [
+ "generic-array",
+]
+
+[[package]]
+name = "borsh"
+version = "0.10.3"
+source = "registry+https://github.com/rust-lang/crates.io-index"
+checksum = "4114279215a005bc675e386011e594e1d9b800918cea18fcadadcce864a2046b"
+dependencies = [
+ "borsh-derive",
+ "hashbrown 0.13.2",
+]
+
+[[package]]
+name = "borsh-derive"
+version = "0.10.3"
+source = "registry+https://github.com/rust-lang/crates.io-index"
+checksum = "0754613691538d51f329cce9af41d7b7ca150bc973056f1156611489475f54f7"
+dependencies = [
+ "borsh-derive-internal",
+ "borsh-schema-derive-internal",
+ "proc-macro-crate",
+ "proc-macro2",
+ "syn 1.0.109",
+]
+
+[[package]]
+name = "borsh-derive-internal"
+version = "0.10.3"
+source = "registry+https://github.com/rust-lang/crates.io-index"
+checksum = "afb438156919598d2c7bad7e1c0adf3d26ed3840dbc010db1a882a65583ca2fb"
+dependencies = [
+ "proc-macro2",
+ "quote",
+ "syn 1.0.109",
+]
+
+[[package]]
+name = "borsh-schema-derive-internal"
+version = "0.10.3"
+source = "registry+https://github.com/rust-lang/crates.io-index"
+checksum = "634205cc43f74a1b9046ef87c4540ebda95696ec0f315024860cad7c5b0f5ccd"
+dependencies = [
+ "proc-macro2",
+ "quote",
+ "syn 1.0.109",
+]
+
+[[package]]
+name = "brotli"
+version = "3.3.4"
+source = "registry+https://github.com/rust-lang/crates.io-index"
+checksum = "a1a0b1dbcc8ae29329621f8d4f0d835787c1c38bb1401979b49d13b0b305ff68"
+dependencies = [
+ "alloc-no-stdlib",
+ "alloc-stdlib",
+ "brotli-decompressor",
+]
+
+[[package]]
+name = "brotli-decompressor"
+version = "2.3.4"
+source = "registry+https://github.com/rust-lang/crates.io-index"
+checksum = "4b6561fd3f895a11e8f72af2cb7d22e08366bebc2b6b57f7744c4bda27034744"
+dependencies = [
+ "alloc-no-stdlib",
+ "alloc-stdlib",
+]
+
+[[package]]
+name = "bufstream"
+version = "0.1.4"
+source = "registry+https://github.com/rust-lang/crates.io-index"
+checksum = "40e38929add23cdf8a366df9b0e088953150724bcbe5fc330b0d8eb3b328eec8"
+
+[[package]]
+name = "built"
+version = "0.5.2"
+source = "registry+https://github.com/rust-lang/crates.io-index"
+checksum = "5b9c056b9ed43aee5e064b683aa1ec783e19c6acec7559e3ae931b7490472fbe"
+dependencies = [
+ "cargo-lock",
+ "chrono",
+]
+
+[[package]]
+name = "bumpalo"
+version = "3.13.0"
+source = "registry+https://github.com/rust-lang/crates.io-index"
+checksum = "a3e2c3daef883ecc1b5d58c15adae93470a91d425f3532ba1695849656af3fc1"
+
+[[package]]
+name = "bytecheck"
+version = "0.6.11"
+source = "registry+https://github.com/rust-lang/crates.io-index"
+checksum = "8b6372023ac861f6e6dc89c8344a8f398fb42aaba2b5dbc649ca0c0e9dbcb627"
+dependencies = [
+ "bytecheck_derive",
+ "ptr_meta",
+ "simdutf8",
+]
+
+[[package]]
+name = "bytecheck_derive"
+version = "0.6.11"
+source = "registry+https://github.com/rust-lang/crates.io-index"
+checksum = "a7ec4c6f261935ad534c0c22dbef2201b45918860eb1c574b972bd213a76af61"
+dependencies = [
+ "proc-macro2",
+ "quote",
+ "syn 1.0.109",
+]
+
+[[package]]
+name = "bytemuck"
+version = "1.14.0"
+source = "registry+https://github.com/rust-lang/crates.io-index"
+checksum = "374d28ec25809ee0e23827c2ab573d729e293f281dfe393500e7ad618baa61c6"
+dependencies = [
+ "bytemuck_derive",
+]
+
+[[package]]
+name = "bytemuck_derive"
+version = "1.5.0"
+source = "registry+https://github.com/rust-lang/crates.io-index"
+checksum = "965ab7eb5f8f97d2a083c799f3a1b994fc397b2fe2da5d1da1626ce15a39f2b1"
+dependencies = [
+ "proc-macro2",
+ "quote",
+ "syn 2.0.31",
+]
+
+[[package]]
+name = "byteorder"
+version = "1.4.3"
+source = "registry+https://github.com/rust-lang/crates.io-index"
+checksum = "14c189c53d098945499cdfa7ecc63567cf3886b3332b312a5b4585d8d3a6a610"
+
+[[package]]
+name = "bytes"
+version = "1.4.0"
+source = "registry+https://github.com/rust-lang/crates.io-index"
+checksum = "89b2fd2a0dcf38d7971e2194b6b6eebab45ae01067456a7fd93d5547a61b70be"
+
+[[package]]
+name = "bzip2"
+version = "0.4.4"
+source = "registry+https://github.com/rust-lang/crates.io-index"
+checksum = "bdb116a6ef3f6c3698828873ad02c3014b3c85cadb88496095628e3ef1e347f8"
+dependencies = [
+ "bzip2-sys",
+ "libc",
+]
+
+[[package]]
+name = "bzip2-sys"
+version = "0.1.11+1.0.8"
+source = "registry+https://github.com/rust-lang/crates.io-index"
+checksum = "736a955f3fa7875102d57c82b8cac37ec45224a07fd32d58f9f7a186b6cd4cdc"
+dependencies = [
+ "cc",
+ "libc",
+ "pkg-config",
+]
+
+[[package]]
+name = "cargo-lock"
+version = "8.0.3"
+source = "registry+https://github.com/rust-lang/crates.io-index"
+checksum = "031718ddb8f78aa5def78a09e90defe30151d1f6c672f937af4dd916429ed996"
+dependencies = [
+ "semver",
+ "serde",
+ "toml",
+ "url",
+]
+
+[[package]]
+name = "cast"
+version = "0.3.0"
+source = "registry+https://github.com/rust-lang/crates.io-index"
+checksum = "37b2a672a2cb129a2e41c10b1224bb368f9f37a2b16b612598138befd7b37eb5"
+
+[[package]]
+name = "cc"
+version = "1.0.83"
+source = "registry+https://github.com/rust-lang/crates.io-index"
+checksum = "f1174fb0b6ec23863f8b971027804a42614e347eafb0a95bf0b12cdae21fc4d0"
+dependencies = [
+ "jobserver",
+ "libc",
+]
+
+[[package]]
+name = "cesu8"
+version = "1.1.0"
+source = "registry+https://github.com/rust-lang/crates.io-index"
+checksum = "6d43a04d8753f35258c91f8ec639f792891f748a1edbd759cf1dcea3382ad83c"
+
+[[package]]
+name = "cexpr"
+version = "0.6.0"
+source = "registry+https://github.com/rust-lang/crates.io-index"
+checksum = "6fac387a98bb7c37292057cffc56d62ecb629900026402633ae9160df93a8766"
+dependencies = [
+ "nom",
+]
+
+[[package]]
+name = "cfg-if"
+version = "0.1.10"
+source = "registry+https://github.com/rust-lang/crates.io-index"
+checksum = "4785bdd1c96b2a846b2bd7cc02e86b6b3dbf14e7e53446c4f54c92a361040822"
+
+[[package]]
+name = "cfg-if"
+version = "1.0.0"
+source = "registry+https://github.com/rust-lang/crates.io-index"
+checksum = "baf1de4339761588bc0619e3cbc0120ee582ebb74b53b4efbf79117bd2da40fd"
+
+[[package]]
+name = "chrono"
+version = "0.4.29"
+source = "registry+https://github.com/rust-lang/crates.io-index"
+checksum = "d87d9d13be47a5b7c3907137f1290b0459a7f80efb26be8c52afb11963bccb02"
+dependencies = [
+ "android-tzdata",
+ "iana-time-zone",
+ "js-sys",
+ "num-traits",
+ "serde",
+ "time 0.1.45",
+ "wasm-bindgen",
+ "windows-targets",
+]
+
+[[package]]
+name = "chrono-tz"
+version = "0.8.3"
+source = "registry+https://github.com/rust-lang/crates.io-index"
+checksum = "f1369bc6b9e9a7dfdae2055f6ec151fe9c554a9d23d357c0237cee2e25eaabb7"
+dependencies = [
+ "chrono",
+ "chrono-tz-build",
+ "phf",
+]
+
+[[package]]
+name = "chrono-tz-build"
+version = "0.2.0"
+source = "registry+https://github.com/rust-lang/crates.io-index"
+checksum = "e2f5ebdc942f57ed96d560a6d1a459bae5851102a25d5bf89dc04ae453e31ecf"
+dependencies = [
+ "parse-zoneinfo",
+ "phf",
+ "phf_codegen",
+]
+
+[[package]]
+name = "clang-sys"
+version = "1.6.1"
+source = "registry+https://github.com/rust-lang/crates.io-index"
+checksum = "c688fc74432808e3eb684cae8830a86be1d66a2bd58e1f248ed0960a590baf6f"
+dependencies = [
+ "glob",
+ "libc",
+ "libloading",
+]
+
+[[package]]
+name = "clap"
+version = "2.34.0"
+source = "registry+https://github.com/rust-lang/crates.io-index"
+checksum = "a0610544180c38b88101fecf2dd634b174a62eef6946f84dfc6a7127512b381c"
+dependencies = [
+ "ansi_term",
+ "atty",
+ "bitflags 1.3.2",
+ "strsim 0.8.0",
+ "textwrap",
+ "unicode-width",
+ "vec_map",
+]
+
+[[package]]
+name = "cmake"
+version = "0.1.50"
+source = "registry+https://github.com/rust-lang/crates.io-index"
+checksum = "a31c789563b815f77f4250caee12365734369f942439b7defd71e18a48197130"
+dependencies = [
+ "cc",
+]
+
+[[package]]
+name = "comfy-table"
+version = "6.2.0"
+source = "registry+https://github.com/rust-lang/crates.io-index"
+checksum = "7e959d788268e3bf9d35ace83e81b124190378e4c91c9067524675e33394b8ba"
+dependencies = [
+ "strum",
+ "strum_macros 0.24.3",
+ "unicode-width",
+]
+
+[[package]]
+name = "comfy-table"
+version = "7.0.1"
+source = "registry+https://github.com/rust-lang/crates.io-index"
+checksum = "9ab77dbd8adecaf3f0db40581631b995f312a8a5ae3aa9993188bb8f23d83a5b"
+dependencies = [
+ "crossterm",
+ "strum",
+ "strum_macros 0.24.3",
+ "unicode-width",
+]
+
+[[package]]
+name = "concurrent-queue"
+version = "2.2.0"
+source = "registry+https://github.com/rust-lang/crates.io-index"
+checksum = "62ec6771ecfa0762d24683ee5a32ad78487a3d3afdc0fb8cae19d2c5deb50b7c"
+dependencies = [
+ "crossbeam-utils",
+]
+
+[[package]]
+name = "connection-string"
+version = "0.1.14"
+source = "registry+https://github.com/rust-lang/crates.io-index"
+checksum = "8c4ecb0dc8c35d2c626e45ae70bbfcb1050b302f42bcdf025d913cc0c5a0b443"
+dependencies = [
+ "js-sys",
+ "wasm-bindgen",
+]
+
+[[package]]
+name = "connectorx"
+version = "0.3.3-alpha.1"
+dependencies = [
+ "anyhow",
+ "arrow",
+ "arrow2",
+ "bb8",
+ "bb8-tiberius",
+ "chrono",
+ "csv",
+ "datafusion",
+ "fallible-streaming-iterator",
+ "fehler",
+ "futures",
+ "gcp-bigquery-client",
+ "hex",
+ "itertools",
+ "j4rs",
+ "log",
+ "mysql_common",
+ "native-tls",
+ "num-traits",
+ "openssl",
+ "oracle",
+ "owning_ref",
+ "polars",
+ "postgres",
+ "postgres-native-tls",
+ "postgres-openssl",
+ "r2d2",
+ "r2d2-oracle",
+ "r2d2_mysql",
+ "r2d2_postgres",
+ "r2d2_sqlite",
+ "rayon",
+ "rusqlite",
+ "rust_decimal",
+ "rust_decimal_macros",
+ "serde_json",
+ "sqlparser 0.11.0",
+ "thiserror",
+ "tiberius",
+ "tokio",
+ "tokio-util 0.6.10",
+ "url",
+ "urlencoding",
+ "uuid 0.8.2",
+]
+
+[[package]]
+name = "connectorx-python"
+version = "0.3.3-alpha.1"
+dependencies = [
+ "anyhow",
+ "arrow",
+ "arrow2",
+ "bitfield",
+ "built",
+ "bytes",
+ "chrono",
+ "connectorx",
+ "criterion",
+ "criterion-macro",
+ "dict_derive",
+ "env_logger",
+ "fehler",
+ "iai",
+ "itertools",
+ "lazy_static",
+ "libc",
+ "log",
+ "ndarray",
+ "numpy",
+ "openssl",
+ "postgres",
+ "postgres-native-tls",
+ "postgres-openssl",
+ "pprof",
+ "pyo3",
+ "pyo3-built",
+ "rayon",
+ "rust_decimal",
+ "serde_json",
+ "sqlparser 0.11.0",
+ "thiserror",
+ "tokio",
+ "tokio-util 0.6.10",
+ "url",
+ "urlencoding",
+ "uuid 0.8.2",
+]
+
+[[package]]
+name = "const-random"
+version = "0.1.15"
+source = "registry+https://github.com/rust-lang/crates.io-index"
+checksum = "368a7a772ead6ce7e1de82bfb04c485f3db8ec744f72925af5735e29a22cc18e"
+dependencies = [
+ "const-random-macro",
+ "proc-macro-hack",
+]
+
+[[package]]
+name = "const-random-macro"
+version = "0.1.15"
+source = "registry+https://github.com/rust-lang/crates.io-index"
+checksum = "9d7d6ab3c3a2282db210df5f02c4dab6e0a7057af0fb7ebd4070f30fe05c0ddb"
+dependencies = [
+ "getrandom 0.2.10",
+ "once_cell",
+ "proc-macro-hack",
+ "tiny-keccak",
+]
+
+[[package]]
+name = "constant_time_eq"
+version = "0.3.0"
+source = "registry+https://github.com/rust-lang/crates.io-index"
+checksum = "f7144d30dcf0fafbce74250a3963025d8d52177934239851c917d29f1df280c2"
+
+[[package]]
+name = "core-foundation"
+version = "0.9.3"
+source = "registry+https://github.com/rust-lang/crates.io-index"
+checksum = "194a7a9e6de53fa55116934067c844d9d749312f75c6f6d0980e8c252f8c2146"
+dependencies = [
+ "core-foundation-sys",
+ "libc",
+]
+
+[[package]]
+name = "core-foundation-sys"
+version = "0.8.4"
+source = "registry+https://github.com/rust-lang/crates.io-index"
+checksum = "e496a50fda8aacccc86d7529e2c1e0892dbd0f898a6b5645b5561b89c3210efa"
+
+[[package]]
+name = "cpp_demangle"
+version = "0.3.5"
+source = "registry+https://github.com/rust-lang/crates.io-index"
+checksum = "eeaa953eaad386a53111e47172c2fedba671e5684c8dd601a5f474f4f118710f"
+dependencies = [
+ "cfg-if 1.0.0",
+]
+
+[[package]]
+name = "cpufeatures"
+version = "0.2.9"
+source = "registry+https://github.com/rust-lang/crates.io-index"
+checksum = "a17b76ff3a4162b0b27f354a0c87015ddad39d35f9c0c36607a3bdd175dde1f1"
+dependencies = [
+ "libc",
+]
+
+[[package]]
+name = "crc32fast"
+version = "1.3.2"
+source = "registry+https://github.com/rust-lang/crates.io-index"
+checksum = "b540bd8bc810d3885c6ea91e2018302f68baba2129ab3e88f32389ee9370880d"
+dependencies = [
+ "cfg-if 1.0.0",
+]
+
+[[package]]
+name = "criterion"
+version = "0.3.6"
+source = "registry+https://github.com/rust-lang/crates.io-index"
+checksum = "b01d6de93b2b6c65e17c634a26653a29d107b3c98c607c765bf38d041531cd8f"
+dependencies = [
+ "atty",
+ "cast",
+ "clap",
+ "criterion-plot",
+ "csv",
+ "itertools",
+ "lazy_static",
+ "num-traits",
+ "oorandom",
+ "plotters",
+ "rayon",
+ "regex",
+ "serde",
+ "serde_cbor",
+ "serde_derive",
+ "serde_json",
+ "tinytemplate",
+ "walkdir",
+]
+
+[[package]]
+name = "criterion-macro"
+version = "0.3.4"
+source = "registry+https://github.com/rust-lang/crates.io-index"
+checksum = "8421c08c2e60050bb24ebfb7232bdd2fcf44fa74c5777b00a71daa7d332a8164"
+dependencies = [
+ "proc-macro2",
+ "quote",
+]
+
+[[package]]
+name = "criterion-plot"
+version = "0.4.5"
+source = "registry+https://github.com/rust-lang/crates.io-index"
+checksum = "2673cc8207403546f45f5fd319a974b1e6983ad1a3ee7e6041650013be041876"
+dependencies = [
+ "cast",
+ "itertools",
+]
+
+[[package]]
+name = "crossbeam"
+version = "0.8.2"
+source = "registry+https://github.com/rust-lang/crates.io-index"
+checksum = "2801af0d36612ae591caa9568261fddce32ce6e08a7275ea334a06a4ad021a2c"
+dependencies = [
+ "cfg-if 1.0.0",
+ "crossbeam-channel",
+ "crossbeam-deque",
+ "crossbeam-epoch",
+ "crossbeam-queue",
+ "crossbeam-utils",
+]
+
+[[package]]
+name = "crossbeam-channel"
+version = "0.5.8"
+source = "registry+https://github.com/rust-lang/crates.io-index"
+checksum = "a33c2bf77f2df06183c3aa30d1e96c0695a313d4f9c453cc3762a6db39f99200"
+dependencies = [
+ "cfg-if 1.0.0",
+ "crossbeam-utils",
+]
+
+[[package]]
+name = "crossbeam-deque"
+version = "0.8.3"
+source = "registry+https://github.com/rust-lang/crates.io-index"
+checksum = "ce6fd6f855243022dcecf8702fef0c297d4338e226845fe067f6341ad9fa0cef"
+dependencies = [
+ "cfg-if 1.0.0",
+ "crossbeam-epoch",
+ "crossbeam-utils",
+]
+
+[[package]]
+name = "crossbeam-epoch"
+version = "0.9.15"
+source = "registry+https://github.com/rust-lang/crates.io-index"
+checksum = "ae211234986c545741a7dc064309f67ee1e5ad243d0e48335adc0484d960bcc7"
+dependencies = [
+ "autocfg",
+ "cfg-if 1.0.0",
+ "crossbeam-utils",
+ "memoffset",
+ "scopeguard",
+]
+
+[[package]]
+name = "crossbeam-queue"
+version = "0.3.8"
+source = "registry+https://github.com/rust-lang/crates.io-index"
+checksum = "d1cfb3ea8a53f37c40dea2c7bedcbd88bdfae54f5e2175d6ecaff1c988353add"
+dependencies = [
+ "cfg-if 1.0.0",
+ "crossbeam-utils",
+]
+
+[[package]]
+name = "crossbeam-utils"
+version = "0.8.16"
+source = "registry+https://github.com/rust-lang/crates.io-index"
+checksum = "5a22b2d63d4d1dc0b7f1b6b2747dd0088008a9be28b6ddf0b1e7d335e3037294"
+dependencies = [
+ "cfg-if 1.0.0",
+]
+
+[[package]]
+name = "crossterm"
+version = "0.26.1"
+source = "registry+https://github.com/rust-lang/crates.io-index"
+checksum = "a84cda67535339806297f1b331d6dd6320470d2a0fe65381e79ee9e156dd3d13"
+dependencies = [
+ "bitflags 1.3.2",
+ "crossterm_winapi",
+ "libc",
+ "mio",
+ "parking_lot 0.12.1",
+ "signal-hook",
+ "signal-hook-mio",
+ "winapi",
+]
+
+[[package]]
+name = "crossterm_winapi"
+version = "0.9.1"
+source = "registry+https://github.com/rust-lang/crates.io-index"
+checksum = "acdd7c62a3665c7f6830a51635d9ac9b23ed385797f70a83bb8bafe9c572ab2b"
+dependencies = [
+ "winapi",
+]
+
+[[package]]
+name = "crunchy"
+version = "0.2.2"
+source = "registry+https://github.com/rust-lang/crates.io-index"
+checksum = "7a81dae078cea95a014a339291cec439d2f232ebe854a9d672b796c6afafa9b7"
+
+[[package]]
+name = "crypto-common"
+version = "0.1.6"
+source = "registry+https://github.com/rust-lang/crates.io-index"
+checksum = "1bfb12502f3fc46cca1bb51ac28df9d618d813cdc3d2f25b9fe775a34af26bb3"
+dependencies = [
+ "generic-array",
+ "typenum",
+]
+
+[[package]]
+name = "csv"
+version = "1.2.2"
+source = "registry+https://github.com/rust-lang/crates.io-index"
+checksum = "626ae34994d3d8d668f4269922248239db4ae42d538b14c398b74a52208e8086"
+dependencies = [
+ "csv-core",
+ "itoa",
+ "ryu",
+ "serde",
+]
+
+[[package]]
+name = "csv-core"
+version = "0.1.10"
+source = "registry+https://github.com/rust-lang/crates.io-index"
+checksum = "2b2466559f260f48ad25fe6317b3c8dac77b5bdb5763ac7d9d6103530663bc90"
+dependencies = [
+ "memchr",
+]
+
+[[package]]
+name = "darling"
+version = "0.13.4"
+source = "registry+https://github.com/rust-lang/crates.io-index"
+checksum = "a01d95850c592940db9b8194bc39f4bc0e89dee5c4265e4b1807c34a9aba453c"
+dependencies = [
+ "darling_core",
+ "darling_macro",
+]
+
+[[package]]
+name = "darling_core"
+version = "0.13.4"
+source = "registry+https://github.com/rust-lang/crates.io-index"
+checksum = "859d65a907b6852c9361e3185c862aae7fafd2887876799fa55f5f99dc40d610"
+dependencies = [
+ "fnv",
+ "ident_case",
+ "proc-macro2",
+ "quote",
+ "strsim 0.10.0",
+ "syn 1.0.109",
+]
+
+[[package]]
+name = "darling_macro"
+version = "0.13.4"
+source = "registry+https://github.com/rust-lang/crates.io-index"
+checksum = "9c972679f83bdf9c42bd905396b6c3588a843a17f0f16dfcfa3e2c5d57441835"
+dependencies = [
+ "darling_core",
+ "quote",
+ "syn 1.0.109",
+]
+
+[[package]]
+name = "dashmap"
+version = "5.5.3"
+source = "registry+https://github.com/rust-lang/crates.io-index"
+checksum = "978747c1d849a7d2ee5e8adc0159961c48fb7e5db2f06af6723b80123bb53856"
+dependencies = [
+ "cfg-if 1.0.0",
+ "hashbrown 0.14.0",
+ "lock_api",
+ "once_cell",
+ "parking_lot_core 0.9.8",
+]
+
+[[package]]
+name = "datafusion"
+version = "26.0.0"
+source = "registry+https://github.com/rust-lang/crates.io-index"
+checksum = "9992c267436551d40b52d65289b144712e7b0ebdc62c8c859fd1574e5f73efbb"
+dependencies = [
+ "ahash 0.8.3",
+ "arrow",
+ "arrow-array",
+ "arrow-schema",
+ "async-compression",
+ "async-trait",
+ "bytes",
+ "bzip2",
+ "chrono",
+ "dashmap",
+ "datafusion-common",
+ "datafusion-execution",
+ "datafusion-expr",
+ "datafusion-optimizer",
+ "datafusion-physical-expr",
+ "datafusion-row",
+ "datafusion-sql",
+ "flate2",
+ "futures",
+ "glob",
+ "hashbrown 0.13.2",
+ "indexmap 1.9.3",
+ "itertools",
+ "lazy_static",
+ "log",
+ "num_cpus",
+ "object_store",
+ "parking_lot 0.12.1",
+ "parquet",
+ "percent-encoding",
+ "pin-project-lite",
+ "rand 0.8.5",
+ "smallvec",
+ "sqlparser 0.34.0",
+ "tempfile",
+ "tokio",
+ "tokio-stream",
+ "tokio-util 0.7.8",
+ "url",
+ "uuid 1.4.1",
+ "xz2",
+ "zstd",
+]
+
+[[package]]
+name = "datafusion-common"
+version = "26.0.0"
+source = "registry+https://github.com/rust-lang/crates.io-index"
+checksum = "c3be97f7a7c720cdbb71e9eeabf814fa6ad8102b9022390f6cac74d3b4af6392"
+dependencies = [
+ "arrow",
+ "arrow-array",
+ "chrono",
+ "num_cpus",
+ "object_store",
+ "parquet",
+ "sqlparser 0.34.0",
+]
+
+[[package]]
+name = "datafusion-execution"
+version = "26.0.0"
+source = "registry+https://github.com/rust-lang/crates.io-index"
+checksum = "c77c4b14b809b0e4c5bb101b6834504f06cdbb0d3c643400c61d0d844b33264e"
+dependencies = [
+ "dashmap",
+ "datafusion-common",
+ "datafusion-expr",
+ "hashbrown 0.13.2",
+ "log",
+ "object_store",
+ "parking_lot 0.12.1",
+ "rand 0.8.5",
+ "tempfile",
+ "url",
+]
+
+[[package]]
+name = "datafusion-expr"
+version = "26.0.0"
+source = "registry+https://github.com/rust-lang/crates.io-index"
+checksum = "e6ec7409bd45cf4fae6395d7d1024c8a97e543cadc88363e405d2aad5330e5e7"
+dependencies = [
+ "ahash 0.8.3",
+ "arrow",
+ "datafusion-common",
+ "lazy_static",
+ "sqlparser 0.34.0",
+ "strum",
+ "strum_macros 0.24.3",
+]
+
+[[package]]
+name = "datafusion-optimizer"
+version = "26.0.0"
+source = "registry+https://github.com/rust-lang/crates.io-index"
+checksum = "64b537c93f87989c212db92a448a0f5eb4f0995e27199bb7687ae94f8b64a7a8"
+dependencies = [
+ "arrow",
+ "async-trait",
+ "chrono",
+ "datafusion-common",
+ "datafusion-expr",
+ "datafusion-physical-expr",
+ "hashbrown 0.13.2",
+ "itertools",
+ "log",
+ "regex-syntax 0.7.5",
+]
+
+[[package]]
+name = "datafusion-physical-expr"
+version = "26.0.0"
+source = "registry+https://github.com/rust-lang/crates.io-index"
+checksum = "f60ee3f53340fdef36ee54d9e12d446ae2718b1d0196ac581f791d34808ec876"
+dependencies = [
+ "ahash 0.8.3",
+ "arrow",
+ "arrow-array",
+ "arrow-buffer",
+ "arrow-schema",
+ "blake2",
+ "blake3",
+ "chrono",
+ "datafusion-common",
+ "datafusion-expr",
+ "datafusion-row",
+ "half 2.3.1",
+ "hashbrown 0.13.2",
+ "indexmap 1.9.3",
+ "itertools",
+ "lazy_static",
+ "libc",
+ "md-5",
+ "paste 1.0.14",
+ "petgraph 0.6.4",
+ "rand 0.8.5",
+ "regex",
+ "sha2",
+ "unicode-segmentation",
+ "uuid 1.4.1",
+]
+
+[[package]]
+name = "datafusion-row"
+version = "26.0.0"
+source = "registry+https://github.com/rust-lang/crates.io-index"
+checksum = "d58fc64058aa3bcb00077a0d19474a0d584d31dec8c7ac3406868f485f659af9"
+dependencies = [
+ "arrow",
+ "datafusion-common",
+ "paste 1.0.14",
+ "rand 0.8.5",
+]
+
+[[package]]
+name = "datafusion-sql"
+version = "26.0.0"
+source = "registry+https://github.com/rust-lang/crates.io-index"
+checksum = "1531f0314151a34bf6c0a83c7261525688b7c729876f53e7896b8f4ca8f57d07"
+dependencies = [
+ "arrow",
+ "arrow-schema",
+ "datafusion-common",
+ "datafusion-expr",
+ "log",
+ "sqlparser 0.34.0",
+]
+
+[[package]]
+name = "debugid"
+version = "0.7.3"
+source = "registry+https://github.com/rust-lang/crates.io-index"
+checksum = "d6ee87af31d84ef885378aebca32be3d682b0e0dc119d5b4860a2c5bb5046730"
+dependencies = [
+ "uuid 0.8.2",
+]
+
+[[package]]
+name = "deranged"
+version = "0.3.8"
+source = "registry+https://github.com/rust-lang/crates.io-index"
+checksum = "f2696e8a945f658fd14dc3b87242e6b80cd0f36ff04ea560fa39082368847946"
+dependencies = [
+ "serde",
+]
+
+[[package]]
+name = "derive_utils"
+version = "0.13.2"
+source = "registry+https://github.com/rust-lang/crates.io-index"
+checksum = "9abcad25e9720609ccb3dcdb795d845e37d8ce34183330a9f48b03a1a71c8e21"
+dependencies = [
+ "proc-macro2",
+ "quote",
+ "syn 2.0.31",
+]
+
+[[package]]
+name = "dict_derive"
+version = "0.4.0"
+source = "registry+https://github.com/rust-lang/crates.io-index"
+checksum = "6207f46b33b2bf00858b0edb03d188d31a46fedfde4aa53a27d69fe25acd80cf"
+dependencies = [
+ "proc-macro2",
+ "quote",
+ "syn 1.0.109",
+]
+
+[[package]]
+name = "digest"
+version = "0.10.7"
+source = "registry+https://github.com/rust-lang/crates.io-index"
+checksum = "9ed9a281f7bc9b7576e61468ba615a66a5c8cfdff42420a70aa82701a3b1e292"
+dependencies = [
+ "block-buffer",
+ "crypto-common",
+ "subtle",
+]
+
+[[package]]
+name = "dirs"
+version = "4.0.0"
+source = "registry+https://github.com/rust-lang/crates.io-index"
+checksum = "ca3aa72a6f96ea37bbc5aa912f6788242832f75369bdfdadcb0e38423f100059"
+dependencies = [
+ "dirs-sys",
+]
+
+[[package]]
+name = "dirs-sys"
+version = "0.3.7"
+source = "registry+https://github.com/rust-lang/crates.io-index"
+checksum = "1b1d1d91c932ef41c0f2663aa8b0ca0342d444d842c06914aa0a7e352d0bada6"
+dependencies = [
+ "libc",
+ "redox_users",
+ "winapi",
+]
+
+[[package]]
+name = "doc-comment"
+version = "0.3.3"
+source = "registry+https://github.com/rust-lang/crates.io-index"
+checksum = "fea41bba32d969b513997752735605054bc0dfa92b4c56bf1189f2e174be7a10"
+
+[[package]]
+name = "dunce"
+version = "1.0.4"
+source = "registry+https://github.com/rust-lang/crates.io-index"
+checksum = "56ce8c6da7551ec6c462cbaf3bfbc75131ebbfa1c944aeaa9dab51ca1c5f0c3b"
+
+[[package]]
+name = "dyn-clone"
+version = "1.0.13"
+source = "registry+https://github.com/rust-lang/crates.io-index"
+checksum = "bbfc4744c1b8f2a09adc0e55242f60b1af195d88596bd8700be74418c056c555"
+
+[[package]]
+name = "either"
+version = "1.9.0"
+source = "registry+https://github.com/rust-lang/crates.io-index"
+checksum = "a26ae43d7bcc3b814de94796a5e736d4029efb0ee900c12e2d54c993ad1a1e07"
+
+[[package]]
+name = "encoding"
+version = "0.2.33"
+source = "registry+https://github.com/rust-lang/crates.io-index"
+checksum = "6b0d943856b990d12d3b55b359144ff341533e516d94098b1d3fc1ac666d36ec"
+dependencies = [
+ "encoding-index-japanese",
+ "encoding-index-korean",
+ "encoding-index-simpchinese",
+ "encoding-index-singlebyte",
+ "encoding-index-tradchinese",
+]
+
+[[package]]
+name = "encoding-index-japanese"
+version = "1.20141219.5"
+source = "registry+https://github.com/rust-lang/crates.io-index"
+checksum = "04e8b2ff42e9a05335dbf8b5c6f7567e5591d0d916ccef4e0b1710d32a0d0c91"
+dependencies = [
+ "encoding_index_tests",
+]
+
+[[package]]
+name = "encoding-index-korean"
+version = "1.20141219.5"
+source = "registry+https://github.com/rust-lang/crates.io-index"
+checksum = "4dc33fb8e6bcba213fe2f14275f0963fd16f0a02c878e3095ecfdf5bee529d81"
+dependencies = [
+ "encoding_index_tests",
+]
+
+[[package]]
+name = "encoding-index-simpchinese"
+version = "1.20141219.5"
+source = "registry+https://github.com/rust-lang/crates.io-index"
+checksum = "d87a7194909b9118fc707194baa434a4e3b0fb6a5a757c73c3adb07aa25031f7"
+dependencies = [
+ "encoding_index_tests",
+]
+
+[[package]]
+name = "encoding-index-singlebyte"
+version = "1.20141219.5"
+source = "registry+https://github.com/rust-lang/crates.io-index"
+checksum = "3351d5acffb224af9ca265f435b859c7c01537c0849754d3db3fdf2bfe2ae84a"
+dependencies = [
+ "encoding_index_tests",
+]
+
+[[package]]
+name = "encoding-index-tradchinese"
+version = "1.20141219.5"
+source = "registry+https://github.com/rust-lang/crates.io-index"
+checksum = "fd0e20d5688ce3cab59eb3ef3a2083a5c77bf496cb798dc6fcdb75f323890c18"
+dependencies = [
+ "encoding_index_tests",
+]
+
+[[package]]
+name = "encoding_index_tests"
+version = "0.1.4"
+source = "registry+https://github.com/rust-lang/crates.io-index"
+checksum = "a246d82be1c9d791c5dfde9a2bd045fc3cbba3fa2b11ad558f27d01712f00569"
+
+[[package]]
+name = "encoding_rs"
+version = "0.8.33"
+source = "registry+https://github.com/rust-lang/crates.io-index"
+checksum = "7268b386296a025e474d5140678f75d6de9493ae55a5d709eeb9dd08149945e1"
+dependencies = [
+ "cfg-if 1.0.0",
+]
+
+[[package]]
+name = "enum_dispatch"
+version = "0.3.12"
+source = "registry+https://github.com/rust-lang/crates.io-index"
+checksum = "8f33313078bb8d4d05a2733a94ac4c2d8a0df9a2b84424ebf4f33bfc224a890e"
+dependencies = [
+ "once_cell",
+ "proc-macro2",
+ "quote",
+ "syn 2.0.31",
+]
+
+[[package]]
+name = "enumflags2"
+version = "0.7.7"
+source = "registry+https://github.com/rust-lang/crates.io-index"
+checksum = "c041f5090df68b32bcd905365fd51769c8b9d553fe87fde0b683534f10c01bd2"
+dependencies = [
+ "enumflags2_derive",
+]
+
+[[package]]
+name = "enumflags2_derive"
+version = "0.7.7"
+source = "registry+https://github.com/rust-lang/crates.io-index"
+checksum = "5e9a1f9f7d83e59740248a6e14ecf93929ade55027844dfcea78beafccc15745"
+dependencies = [
+ "proc-macro2",
+ "quote",
+ "syn 2.0.31",
+]
+
+[[package]]
+name = "env_logger"
+version = "0.9.3"
+source = "registry+https://github.com/rust-lang/crates.io-index"
+checksum = "a12e6657c4c97ebab115a42dcee77225f7f482cdd841cf7088c657a42e9e00e7"
+dependencies = [
+ "atty",
+ "humantime",
+ "log",
+ "regex",
+ "termcolor",
+]
+
+[[package]]
+name = "equivalent"
+version = "1.0.1"
+source = "registry+https://github.com/rust-lang/crates.io-index"
+checksum = "5443807d6dff69373d433ab9ef5378ad8df50ca6298caf15de6e52e24aaf54d5"
+
+[[package]]
+name = "errno"
+version = "0.3.3"
+source = "registry+https://github.com/rust-lang/crates.io-index"
+checksum = "136526188508e25c6fef639d7927dfb3e0e3084488bf202267829cf7fc23dbdd"
+dependencies = [
+ "errno-dragonfly",
+ "libc",
+ "windows-sys",
+]
+
+[[package]]
+name = "errno-dragonfly"
+version = "0.1.2"
+source = "registry+https://github.com/rust-lang/crates.io-index"
+checksum = "aa68f1b12764fab894d2755d2518754e71b4fd80ecfb822714a1206c2aab39bf"
+dependencies = [
+ "cc",
+ "libc",
+]
+
+[[package]]
+name = "ethnum"
+version = "1.4.0"
+source = "registry+https://github.com/rust-lang/crates.io-index"
+checksum = "6c8ff382b2fa527fb7fb06eeebfc5bbb3f17e3cc6b9d70b006c41daa8824adac"
+
+[[package]]
+name = "event-listener"
+version = "2.5.3"
+source = "registry+https://github.com/rust-lang/crates.io-index"
+checksum = "0206175f82b8d6bf6652ff7d71a1e27fd2e4efde587fd368662814d6ec1d9ce0"
+
+[[package]]
+name = "fallible-iterator"
+version = "0.2.0"
+source = "registry+https://github.com/rust-lang/crates.io-index"
+checksum = "4443176a9f2c162692bd3d352d745ef9413eec5782a80d8fd6f8a1ac692a07f7"
+
+[[package]]
+name = "fallible-streaming-iterator"
+version = "0.1.9"
+source = "registry+https://github.com/rust-lang/crates.io-index"
+checksum = "7360491ce676a36bf9bb3c56c1aa791658183a54d2744120f27285738d90465a"
+
+[[package]]
+name = "fast-float"
+version = "0.2.0"
+source = "registry+https://github.com/rust-lang/crates.io-index"
+checksum = "95765f67b4b18863968b4a1bd5bb576f732b29a4a28c7cd84c09fa3e2875f33c"
+
+[[package]]
+name = "fastrand"
+version = "2.0.0"
+source = "registry+https://github.com/rust-lang/crates.io-index"
+checksum = "6999dc1837253364c2ebb0704ba97994bd874e8f195d665c50b7548f6ea92764"
+
+[[package]]
+name = "fehler"
+version = "1.0.0"
+source = "registry+https://github.com/rust-lang/crates.io-index"
+checksum = "d5729fe49ba028cd550747b6e62cd3d841beccab5390aa398538c31a2d983635"
+dependencies = [
+ "fehler-macros",
+]
+
+[[package]]
+name = "fehler-macros"
+version = "1.0.0"
+source = "registry+https://github.com/rust-lang/crates.io-index"
+checksum = "ccb5acb1045ebbfa222e2c50679e392a71dd77030b78fb0189f2d9c5974400f9"
+dependencies = [
+ "proc-macro2",
+ "quote",
+ "syn 1.0.109",
+]
+
+[[package]]
+name = "finl_unicode"
+version = "1.2.0"
+source = "registry+https://github.com/rust-lang/crates.io-index"
+checksum = "8fcfdc7a0362c9f4444381a9e697c79d435fe65b52a37466fc2c1184cee9edc6"
+
+[[package]]
+name = "fixedbitset"
+version = "0.2.0"
+source = "registry+https://github.com/rust-lang/crates.io-index"
+checksum = "37ab347416e802de484e4d03c7316c48f1ecb56574dfd4a46a80f173ce1de04d"
+
+[[package]]
+name = "fixedbitset"
+version = "0.4.2"
+source = "registry+https://github.com/rust-lang/crates.io-index"
+checksum = "0ce7134b9999ecaf8bcd65542e436736ef32ddca1b3e06094cb6ec5755203b80"
+
+[[package]]
+name = "flatbuffers"
+version = "23.5.26"
+source = "registry+https://github.com/rust-lang/crates.io-index"
+checksum = "4dac53e22462d78c16d64a1cd22371b54cc3fe94aa15e7886a2fa6e5d1ab8640"
+dependencies = [
+ "bitflags 1.3.2",
+ "rustc_version",
+]
+
+[[package]]
+name = "flate2"
+version = "1.0.27"
+source = "registry+https://github.com/rust-lang/crates.io-index"
+checksum = "c6c98ee8095e9d1dcbf2fcc6d95acccb90d1c81db1e44725c6a984b1dbdfb010"
+dependencies = [
+ "crc32fast",
+ "libz-sys",
+ "miniz_oxide",
+]
+
+[[package]]
+name = "fnv"
+version = "1.0.7"
+source = "registry+https://github.com/rust-lang/crates.io-index"
+checksum = "3f9eec918d3f24069decb9af1554cad7c880e2da24a9afd88aca000531ab82c1"
+
+[[package]]
+name = "foreign-types"
+version = "0.3.2"
+source = "registry+https://github.com/rust-lang/crates.io-index"
+checksum = "f6f339eb8adc052cd2ca78910fda869aefa38d22d5cb648e6485e4d3fc06f3b1"
+dependencies = [
+ "foreign-types-shared",
+]
+
+[[package]]
+name = "foreign-types-shared"
+version = "0.1.1"
+source = "registry+https://github.com/rust-lang/crates.io-index"
+checksum = "00b0228411908ca8685dba7fc2cdd70ec9990a6e753e89b6ac91a84c40fbaf4b"
+
+[[package]]
+name = "foreign_vec"
+version = "0.1.0"
+source = "registry+https://github.com/rust-lang/crates.io-index"
+checksum = "ee1b05cbd864bcaecbd3455d6d967862d446e4ebfc3c2e5e5b9841e53cba6673"
+
+[[package]]
+name = "form_urlencoded"
+version = "1.2.0"
+source = "registry+https://github.com/rust-lang/crates.io-index"
+checksum = "a62bc1cf6f830c2ec14a513a9fb124d0a213a629668a4186f329db21fe045652"
+dependencies = [
+ "percent-encoding",
+]
+
+[[package]]
+name = "frunk"
+version = "0.4.2"
+source = "registry+https://github.com/rust-lang/crates.io-index"
+checksum = "11a351b59e12f97b4176ee78497dff72e4276fb1ceb13e19056aca7fa0206287"
+dependencies = [
+ "frunk_core",
+ "frunk_derives",
+ "frunk_proc_macros",
+]
+
+[[package]]
+name = "frunk_core"
+version = "0.4.2"
+source = "registry+https://github.com/rust-lang/crates.io-index"
+checksum = "af2469fab0bd07e64ccf0ad57a1438f63160c69b2e57f04a439653d68eb558d6"
+
+[[package]]
+name = "frunk_derives"
+version = "0.4.2"
+source = "registry+https://github.com/rust-lang/crates.io-index"
+checksum = "b0fa992f1656e1707946bbba340ad244f0814009ef8c0118eb7b658395f19a2e"
+dependencies = [
+ "frunk_proc_macro_helpers",
+ "quote",
+ "syn 2.0.31",
+]
+
+[[package]]
+name = "frunk_proc_macro_helpers"
+version = "0.1.2"
+source = "registry+https://github.com/rust-lang/crates.io-index"
+checksum = "35b54add839292b743aeda6ebedbd8b11e93404f902c56223e51b9ec18a13d2c"
+dependencies = [
+ "frunk_core",
+ "proc-macro2",
+ "quote",
+ "syn 2.0.31",
+]
+
+[[package]]
+name = "frunk_proc_macros"
+version = "0.1.2"
+source = "registry+https://github.com/rust-lang/crates.io-index"
+checksum = "71b85a1d4a9a6b300b41c05e8e13ef2feca03e0334127f29eca9506a7fe13a93"
+dependencies = [
+ "frunk_core",
+ "frunk_proc_macro_helpers",
+ "quote",
+ "syn 2.0.31",
+]
+
+[[package]]
+name = "fs_extra"
+version = "1.3.0"
+source = "registry+https://github.com/rust-lang/crates.io-index"
+checksum = "42703706b716c37f96a77aea830392ad231f44c9e9a67872fa5548707e11b11c"
+
+[[package]]
+name = "funty"
+version = "2.0.0"
+source = "registry+https://github.com/rust-lang/crates.io-index"
+checksum = "e6d5a32815ae3f33302d95fdcb2ce17862f8c65363dcfd29360480ba1001fc9c"
+
+[[package]]
+name = "futures"
+version = "0.3.28"
+source = "registry+https://github.com/rust-lang/crates.io-index"
+checksum = "23342abe12aba583913b2e62f22225ff9c950774065e4bfb61a19cd9770fec40"
+dependencies = [
+ "futures-channel",
+ "futures-core",
+ "futures-executor",
+ "futures-io",
+ "futures-sink",
+ "futures-task",
+ "futures-util",
+]
+
+[[package]]
+name = "futures-channel"
+version = "0.3.28"
+source = "registry+https://github.com/rust-lang/crates.io-index"
+checksum = "955518d47e09b25bbebc7a18df10b81f0c766eaf4c4f1cccef2fca5f2a4fb5f2"
+dependencies = [
+ "futures-core",
+ "futures-sink",
+]
+
+[[package]]
+name = "futures-core"
+version = "0.3.28"
+source = "registry+https://github.com/rust-lang/crates.io-index"
+checksum = "4bca583b7e26f571124fe5b7561d49cb2868d79116cfa0eefce955557c6fee8c"
+
+[[package]]
+name = "futures-executor"
+version = "0.3.28"
+source = "registry+https://github.com/rust-lang/crates.io-index"
+checksum = "ccecee823288125bd88b4d7f565c9e58e41858e47ab72e8ea2d64e93624386e0"
+dependencies = [
+ "futures-core",
+ "futures-task",
+ "futures-util",
+]
+
+[[package]]
+name = "futures-io"
+version = "0.3.28"
+source = "registry+https://github.com/rust-lang/crates.io-index"
+checksum = "4fff74096e71ed47f8e023204cfd0aa1289cd54ae5430a9523be060cdb849964"
+
+[[package]]
+name = "futures-macro"
+version = "0.3.28"
+source = "registry+https://github.com/rust-lang/crates.io-index"
+checksum = "89ca545a94061b6365f2c7355b4b32bd20df3ff95f02da9329b34ccc3bd6ee72"
+dependencies = [
+ "proc-macro2",
+ "quote",
+ "syn 2.0.31",
+]
+
+[[package]]
+name = "futures-sink"
+version = "0.3.28"
+source = "registry+https://github.com/rust-lang/crates.io-index"
+checksum = "f43be4fe21a13b9781a69afa4985b0f6ee0e1afab2c6f454a8cf30e2b2237b6e"
+
+[[package]]
+name = "futures-task"
+version = "0.3.28"
+source = "registry+https://github.com/rust-lang/crates.io-index"
+checksum = "76d3d132be6c0e6aa1534069c705a74a5997a356c0dc2f86a47765e5617c5b65"
+
+[[package]]
+name = "futures-util"
+version = "0.3.28"
+source = "registry+https://github.com/rust-lang/crates.io-index"
+checksum = "26b01e40b772d54cf6c6d721c1d1abd0647a0106a12ecaa1c186273392a69533"
+dependencies = [
+ "futures-channel",
+ "futures-core",
+ "futures-io",
+ "futures-macro",
+ "futures-sink",
+ "futures-task",
+ "memchr",
+ "pin-project-lite",
+ "pin-utils",
+ "slab",
+]
+
+[[package]]
+name = "gcp-bigquery-client"
+version = "0.13.0"
+source = "registry+https://github.com/rust-lang/crates.io-index"
+checksum = "09ab5966c98f6d4e71e247cda6a6d8497bc8a1df3a4ba9ee548087842cffc21d"
+dependencies = [
+ "async-stream 0.3.5",
+ "hyper",
+ "hyper-rustls 0.23.2",
+ "log",
+ "reqwest",
+ "serde",
+ "serde_json",
+ "thiserror",
+ "time 0.3.28",
+ "tokio",
+ "tokio-stream",
+ "url",
+ "yup-oauth2",
+]
+
+[[package]]
+name = "generic-array"
+version = "0.14.7"
+source = "registry+https://github.com/rust-lang/crates.io-index"
+checksum = "85649ca51fd72272d7821adaf274ad91c288277713d9c18820d8499a7ff69e9a"
+dependencies = [
+ "typenum",
+ "version_check",
+]
+
+[[package]]
+name = "getrandom"
+version = "0.1.16"
+source = "registry+https://github.com/rust-lang/crates.io-index"
+checksum = "8fc3cb4d91f53b50155bdcfd23f6a4c39ae1969c2ae85982b135750cccaf5fce"
+dependencies = [
+ "cfg-if 1.0.0",
+ "libc",
+ "wasi 0.9.0+wasi-snapshot-preview1",
+]
+
+[[package]]
+name = "getrandom"
+version = "0.2.10"
+source = "registry+https://github.com/rust-lang/crates.io-index"
+checksum = "be4136b2a15dd319360be1c07d9933517ccf0be8f16bf62a3bee4f0d618df427"
+dependencies = [
+ "cfg-if 1.0.0",
+ "js-sys",
+ "libc",
+ "wasi 0.11.0+wasi-snapshot-preview1",
+ "wasm-bindgen",
+]
+
+[[package]]
+name = "gimli"
+version = "0.28.0"
+source = "registry+https://github.com/rust-lang/crates.io-index"
+checksum = "6fb8d784f27acf97159b40fc4db5ecd8aa23b9ad5ef69cdd136d3bc80665f0c0"
+
+[[package]]
+name = "glob"
+version = "0.3.1"
+source = "registry+https://github.com/rust-lang/crates.io-index"
+checksum = "d2fabcfbdc87f4758337ca535fb41a6d701b65693ce38287d856d1674551ec9b"
+
+[[package]]
+name = "h2"
+version = "0.3.21"
+source = "registry+https://github.com/rust-lang/crates.io-index"
+checksum = "91fc23aa11be92976ef4729127f1a74adf36d8436f7816b185d18df956790833"
+dependencies = [
+ "bytes",
+ "fnv",
+ "futures-core",
+ "futures-sink",
+ "futures-util",
+ "http",
+ "indexmap 1.9.3",
+ "slab",
+ "tokio",
+ "tokio-util 0.7.8",
+ "tracing",
+]
+
+[[package]]
+name = "half"
+version = "1.8.2"
+source = "registry+https://github.com/rust-lang/crates.io-index"
+checksum = "eabb4a44450da02c90444cf74558da904edde8fb4e9035a9a6a4e15445af0bd7"
+
+[[package]]
+name = "half"
+version = "2.3.1"
+source = "registry+https://github.com/rust-lang/crates.io-index"
+checksum = "bc52e53916c08643f1b56ec082790d1e86a32e58dc5268f897f313fbae7b4872"
+dependencies = [
+ "cfg-if 1.0.0",
+ "crunchy",
+ "num-traits",
+]
+
+[[package]]
+name = "hash_hasher"
+version = "2.0.3"
+source = "registry+https://github.com/rust-lang/crates.io-index"
+checksum = "74721d007512d0cb3338cd20f0654ac913920061a4c4d0d8708edb3f2a698c0c"
+
+[[package]]
+name = "hashbrown"
+version = "0.11.2"
+source = "registry+https://github.com/rust-lang/crates.io-index"
+checksum = "ab5ef0d4909ef3724cc8cce6ccc8572c5c817592e9285f5464f8e86f8bd3726e"
+dependencies = [
+ "ahash 0.7.6",
+]
+
+[[package]]
+name = "hashbrown"
+version = "0.12.3"
+source = "registry+https://github.com/rust-lang/crates.io-index"
+checksum = "8a9ee70c43aaf417c914396645a0fa852624801b24ebb7ae78fe8272889ac888"
+dependencies = [
+ "ahash 0.7.6",
+]
+
+[[package]]
+name = "hashbrown"
+version = "0.13.2"
+source = "registry+https://github.com/rust-lang/crates.io-index"
+checksum = "43a3c133739dddd0d2990f9a4bdf8eb4b21ef50e4851ca85ab661199821d510e"
+dependencies = [
+ "ahash 0.8.3",
+]
+
+[[package]]
+name = "hashbrown"
+version = "0.14.0"
+source = "registry+https://github.com/rust-lang/crates.io-index"
+checksum = "2c6201b9ff9fd90a5a3bac2e56a830d0caa509576f0e503818ee82c181b3437a"
+dependencies = [
+ "ahash 0.8.3",
+ "allocator-api2",
+ "rayon",
+]
+
+[[package]]
+name = "hashlink"
+version = "0.7.0"
+source = "registry+https://github.com/rust-lang/crates.io-index"
+checksum = "7249a3129cbc1ffccd74857f81464a323a152173cdb134e0fd81bc803b29facf"
+dependencies = [
+ "hashbrown 0.11.2",
+]
+
+[[package]]
+name = "heck"
+version = "0.3.3"
+source = "registry+https://github.com/rust-lang/crates.io-index"
+checksum = "6d621efb26863f0e9924c6ac577e8275e5e6b77455db64ffa6c65c904e9e132c"
+dependencies = [
+ "unicode-segmentation",
+]
+
+[[package]]
+name = "heck"
+version = "0.4.1"
+source = "registry+https://github.com/rust-lang/crates.io-index"
+checksum = "95505c38b4572b2d910cecb0281560f54b440a19336cbbcb27bf6ce6adc6f5a8"
+
+[[package]]
+name = "hermit-abi"
+version = "0.1.19"
+source = "registry+https://github.com/rust-lang/crates.io-index"
+checksum = "62b467343b94ba476dcb2500d242dadbb39557df889310ac77c5d99100aaac33"
+dependencies = [
+ "libc",
+]
+
+[[package]]
+name = "hermit-abi"
+version = "0.3.2"
+source = "registry+https://github.com/rust-lang/crates.io-index"
+checksum = "443144c8cdadd93ebf52ddb4056d257f5b52c04d3c804e657d19eb73fc33668b"
+
+[[package]]
+name = "hex"
+version = "0.4.3"
+source = "registry+https://github.com/rust-lang/crates.io-index"
+checksum = "7f24254aa9a54b5c858eaee2f5bccdb46aaf0e486a595ed5fd8f86ba55232a70"
+
+[[package]]
+name = "hmac"
+version = "0.12.1"
+source = "registry+https://github.com/rust-lang/crates.io-index"
+checksum = "6c49c37c09c17a53d937dfbb742eb3a961d65a994e6bcdcf37e7399d0cc8ab5e"
+dependencies = [
+ "digest",
+]
+
+[[package]]
+name = "home"
+version = "0.5.5"
+source = "registry+https://github.com/rust-lang/crates.io-index"
+checksum = "5444c27eef6923071f7ebcc33e3444508466a76f7a2b93da00ed6e19f30c1ddb"
+dependencies = [
+ "windows-sys",
+]
+
+[[package]]
+name = "http"
+version = "0.2.9"
+source = "registry+https://github.com/rust-lang/crates.io-index"
+checksum = "bd6effc99afb63425aff9b05836f029929e345a6148a14b7ecd5ab67af944482"
+dependencies = [
+ "bytes",
+ "fnv",
+ "itoa",
+]
+
+[[package]]
+name = "http-body"
+version = "0.4.5"
+source = "registry+https://github.com/rust-lang/crates.io-index"
+checksum = "d5f38f16d184e36f2408a55281cd658ecbd3ca05cce6d6510a176eca393e26d1"
+dependencies = [
+ "bytes",
+ "http",
+ "pin-project-lite",
+]
+
+[[package]]
+name = "httparse"
+version = "1.8.0"
+source = "registry+https://github.com/rust-lang/crates.io-index"
+checksum = "d897f394bad6a705d5f4104762e116a75639e470d80901eed05a860a95cb1904"
+
+[[package]]
+name = "httpdate"
+version = "1.0.3"
+source = "registry+https://github.com/rust-lang/crates.io-index"
+checksum = "df3b46402a9d5adb4c86a0cf463f42e19994e3ee891101b1841f30a545cb49a9"
+
+[[package]]
+name = "humantime"
+version = "2.1.0"
+source = "registry+https://github.com/rust-lang/crates.io-index"
+checksum = "9a3a5bfb195931eeb336b2a7b4d761daec841b97f947d34394601737a7bba5e4"
+
+[[package]]
+name = "hyper"
+version = "0.14.27"
+source = "registry+https://github.com/rust-lang/crates.io-index"
+checksum = "ffb1cfd654a8219eaef89881fdb3bb3b1cdc5fa75ded05d6933b2b382e395468"
+dependencies = [
+ "bytes",
+ "futures-channel",
+ "futures-core",
+ "futures-util",
+ "h2",
+ "http",
+ "http-body",
+ "httparse",
+ "httpdate",
+ "itoa",
+ "pin-project-lite",
+ "socket2 0.4.9",
+ "tokio",
+ "tower-service",
+ "tracing",
+ "want",
+]
+
+[[package]]
+name = "hyper-rustls"
+version = "0.23.2"
+source = "registry+https://github.com/rust-lang/crates.io-index"
+checksum = "1788965e61b367cd03a62950836d5cd41560c3577d90e40e0819373194d1661c"
+dependencies = [
+ "http",
+ "hyper",
+ "log",
+ "rustls 0.20.9",
+ "rustls-native-certs",
+ "tokio",
+ "tokio-rustls 0.23.4",
+]
+
+[[package]]
+name = "hyper-rustls"
+version = "0.24.1"
+source = "registry+https://github.com/rust-lang/crates.io-index"
+checksum = "8d78e1e73ec14cf7375674f74d7dde185c8206fd9dea6fb6295e8a98098aaa97"
+dependencies = [
+ "futures-util",
+ "http",
+ "hyper",
+ "rustls 0.21.7",
+ "tokio",
+ "tokio-rustls 0.24.1",
+]
+
+[[package]]
+name = "iai"
+version = "0.1.1"
+source = "registry+https://github.com/rust-lang/crates.io-index"
+checksum = "71a816c97c42258aa5834d07590b718b4c9a598944cd39a52dc25b351185d678"
+
+[[package]]
+name = "iana-time-zone"
+version = "0.1.57"
+source = "registry+https://github.com/rust-lang/crates.io-index"
+checksum = "2fad5b825842d2b38bd206f3e81d6957625fd7f0a361e345c30e01a0ae2dd613"
+dependencies = [
+ "android_system_properties",
+ "core-foundation-sys",
+ "iana-time-zone-haiku",
+ "js-sys",
+ "wasm-bindgen",
+ "windows",
+]
+
+[[package]]
+name = "iana-time-zone-haiku"
+version = "0.1.2"
+source = "registry+https://github.com/rust-lang/crates.io-index"
+checksum = "f31827a206f56af32e590ba56d5d2d085f558508192593743f16b2306495269f"
+dependencies = [
+ "cc",
+]
+
+[[package]]
+name = "ident_case"
+version = "1.0.1"
+source = "registry+https://github.com/rust-lang/crates.io-index"
+checksum = "b9e0384b61958566e926dc50660321d12159025e767c18e043daf26b70104c39"
+
+[[package]]
+name = "idna"
+version = "0.4.0"
+source = "registry+https://github.com/rust-lang/crates.io-index"
+checksum = "7d20d6b07bfbc108882d88ed8e37d39636dcc260e15e30c45e6ba089610b917c"
+dependencies = [
+ "unicode-bidi",
+ "unicode-normalization",
+]
+
+[[package]]
+name = "indexmap"
+version = "1.9.3"
+source = "registry+https://github.com/rust-lang/crates.io-index"
+checksum = "bd070e393353796e801d209ad339e89596eb4c8d430d18ede6a1cced8fafbd99"
+dependencies = [
+ "autocfg",
+ "hashbrown 0.12.3",
+]
+
+[[package]]
+name = "indexmap"
+version = "2.0.0"
+source = "registry+https://github.com/rust-lang/crates.io-index"
+checksum = "d5477fe2230a79769d8dc68e0eabf5437907c0457a5614a9e8dddb67f65eb65d"
+dependencies = [
+ "equivalent",
+ "hashbrown 0.14.0",
+]
+
+[[package]]
+name = "indoc"
+version = "0.3.6"
+source = "registry+https://github.com/rust-lang/crates.io-index"
+checksum = "47741a8bc60fb26eb8d6e0238bbb26d8575ff623fdc97b1a2c00c050b9684ed8"
+dependencies = [
+ "indoc-impl",
+ "proc-macro-hack",
+]
+
+[[package]]
+name = "indoc-impl"
+version = "0.3.6"
+source = "registry+https://github.com/rust-lang/crates.io-index"
+checksum = "ce046d161f000fffde5f432a0d034d0341dc152643b2598ed5bfce44c4f3a8f0"
+dependencies = [
+ "proc-macro-hack",
+ "proc-macro2",
+ "quote",
+ "syn 1.0.109",
+ "unindent",
+]
+
+[[package]]
+name = "inferno"
+version = "0.10.12"
+source = "registry+https://github.com/rust-lang/crates.io-index"
+checksum = "de3886428c6400486522cf44b8626e7b94ad794c14390290f2a274dcf728a58f"
+dependencies = [
+ "ahash 0.7.6",
+ "atty",
+ "indexmap 1.9.3",
+ "itoa",
+ "lazy_static",
+ "log",
+ "num-format",
+ "quick-xml",
+ "rgb",
+ "str_stack",
+]
+
+[[package]]
+name = "instant"
+version = "0.1.12"
+source = "registry+https://github.com/rust-lang/crates.io-index"
+checksum = "7a5bbe824c507c5da5956355e86a746d82e0e1464f65d862cc5e71da70e94b2c"
+dependencies = [
+ "cfg-if 1.0.0",
+]
+
+[[package]]
+name = "integer-encoding"
+version = "3.0.4"
+source = "registry+https://github.com/rust-lang/crates.io-index"
+checksum = "8bb03732005da905c88227371639bf1ad885cc712789c011c31c5fb3ab3ccf02"
+
+[[package]]
+name = "io-enum"
+version = "1.1.1"
+source = "registry+https://github.com/rust-lang/crates.io-index"
+checksum = "5305557fa27b460072ae15ce07617e999f5879f14d376c8449f0bfb9f9d8e91e"
+dependencies = [
+ "derive_utils",
+ "syn 2.0.31",
+]
+
+[[package]]
+name = "ipnet"
+version = "2.8.0"
+source = "registry+https://github.com/rust-lang/crates.io-index"
+checksum = "28b29a3cd74f0f4598934efe3aeba42bae0eb4680554128851ebbecb02af14e6"
+
+[[package]]
+name = "itertools"
+version = "0.10.5"
+source = "registry+https://github.com/rust-lang/crates.io-index"
+checksum = "b0fd2260e829bddf4cb6ea802289de2f86d6a7a690192fbe91b3f46e0f2c8473"
+dependencies = [
+ "either",
+]
+
+[[package]]
+name = "itoa"
+version = "1.0.9"
+source = "registry+https://github.com/rust-lang/crates.io-index"
+checksum = "af150ab688ff2122fcef229be89cb50dd66af9e01a4ff320cc137eecc9bacc38"
+
+[[package]]
+name = "j4rs"
+version = "0.15.3"
+source = "registry+https://github.com/rust-lang/crates.io-index"
+checksum = "76cc9c1648a1cc940ac10c19f56e50bee15344590e10f220899d955db5f87ac2"
+dependencies = [
+ "cesu8",
+ "dirs",
+ "dunce",
+ "fs_extra",
+ "glob",
+ "java-locator",
+ "jni-sys",
+ "lazy_static",
+ "libc",
+ "libloading",
+ "log",
+ "serde",
+ "serde_json",
+ "sha2",
+]
+
+[[package]]
+name = "java-locator"
+version = "0.1.5"
+source = "registry+https://github.com/rust-lang/crates.io-index"
+checksum = "90003f2fd9c52f212c21d8520f1128da0080bad6fff16b68fe6e7f2f0c3780c2"
+dependencies = [
+ "glob",
+ "lazy_static",
+]
+
+[[package]]
+name = "jni-sys"
+version = "0.3.0"
+source = "registry+https://github.com/rust-lang/crates.io-index"
+checksum = "8eaf4bc02d17cbdd7ff4c7438cafcdf7fb9a4613313ad11b4f8fefe7d3fa0130"
+
+[[package]]
+name = "jobserver"
+version = "0.1.26"
+source = "registry+https://github.com/rust-lang/crates.io-index"
+checksum = "936cfd212a0155903bcbc060e316fb6cc7cbf2e1907329391ebadc1fe0ce77c2"
+dependencies = [
+ "libc",
+]
+
+[[package]]
+name = "js-sys"
+version = "0.3.56"
+source = "registry+https://github.com/rust-lang/crates.io-index"
+checksum = "a38fc24e30fd564ce974c02bf1d337caddff65be6cc4735a1f7eab22a7440f04"
+dependencies = [
+ "wasm-bindgen",
+]
+
+[[package]]
+name = "lazy_static"
+version = "1.4.0"
+source = "registry+https://github.com/rust-lang/crates.io-index"
+checksum = "e2abad23fbc42b3700f2f279844dc832adb2b2eb069b2df918f455c4e18cc646"
+
+[[package]]
+name = "lazycell"
+version = "1.3.0"
+source = "registry+https://github.com/rust-lang/crates.io-index"
+checksum = "830d08ce1d1d941e6b30645f1a0eb5643013d835ce3779a5fc208261dbe10f55"
+
+[[package]]
+name = "lexical"
+version = "6.1.1"
+source = "registry+https://github.com/rust-lang/crates.io-index"
+checksum = "c7aefb36fd43fef7003334742cbf77b243fcd36418a1d1bdd480d613a67968f6"
+dependencies = [
+ "lexical-core",
+]
+
+[[package]]
+name = "lexical-core"
+version = "0.8.5"
+source = "registry+https://github.com/rust-lang/crates.io-index"
+checksum = "2cde5de06e8d4c2faabc400238f9ae1c74d5412d03a7bd067645ccbc47070e46"
+dependencies = [
+ "lexical-parse-float",
+ "lexical-parse-integer",
+ "lexical-util",
+ "lexical-write-float",
+ "lexical-write-integer",
+]
+
+[[package]]
+name = "lexical-parse-float"
+version = "0.8.5"
+source = "registry+https://github.com/rust-lang/crates.io-index"
+checksum = "683b3a5ebd0130b8fb52ba0bdc718cc56815b6a097e28ae5a6997d0ad17dc05f"
+dependencies = [
+ "lexical-parse-integer",
+ "lexical-util",
+ "static_assertions",
+]
+
+[[package]]
+name = "lexical-parse-integer"
+version = "0.8.6"
+source = "registry+https://github.com/rust-lang/crates.io-index"
+checksum = "6d0994485ed0c312f6d965766754ea177d07f9c00c9b82a5ee62ed5b47945ee9"
+dependencies = [
+ "lexical-util",
+ "static_assertions",
+]
+
+[[package]]
+name = "lexical-util"
+version = "0.8.5"
+source = "registry+https://github.com/rust-lang/crates.io-index"
+checksum = "5255b9ff16ff898710eb9eb63cb39248ea8a5bb036bea8085b1a767ff6c4e3fc"
+dependencies = [
+ "static_assertions",
+]
+
+[[package]]
+name = "lexical-write-float"
+version = "0.8.5"
+source = "registry+https://github.com/rust-lang/crates.io-index"
+checksum = "accabaa1c4581f05a3923d1b4cfd124c329352288b7b9da09e766b0668116862"
+dependencies = [
+ "lexical-util",
+ "lexical-write-integer",
+ "static_assertions",
+]
+
+[[package]]
+name = "lexical-write-integer"
+version = "0.8.5"
+source = "registry+https://github.com/rust-lang/crates.io-index"
+checksum = "e1b6f3d1f4422866b68192d62f77bc5c700bee84f3069f2469d7bc8c77852446"
+dependencies = [
+ "lexical-util",
+ "static_assertions",
+]
+
+[[package]]
+name = "libc"
+version = "0.2.147"
+source = "registry+https://github.com/rust-lang/crates.io-index"
+checksum = "b4668fb0ea861c1df094127ac5f1da3409a82116a4ba74fca2e58ef927159bb3"
+
+[[package]]
+name = "libgssapi"
+version = "0.4.6"
+source = "registry+https://github.com/rust-lang/crates.io-index"
+checksum = "724dbcd1f871da9c67983537a47ac510c278656f6392418ad67c7a52720e54b2"
+dependencies = [
+ "bitflags 1.3.2",
+ "bytes",
+ "lazy_static",
+ "libgssapi-sys",
+ "parking_lot 0.11.2",
+]
+
+[[package]]
+name = "libgssapi-sys"
+version = "0.2.4"
+source = "registry+https://github.com/rust-lang/crates.io-index"
+checksum = "1dd7d65e409c889f6c9d81ff079371d0d8fd88d7dca702ff187ef96fb0450fb7"
+dependencies = [
+ "bindgen",
+]
+
+[[package]]
+name = "libloading"
+version = "0.7.4"
+source = "registry+https://github.com/rust-lang/crates.io-index"
+checksum = "b67380fd3b2fbe7527a606e18729d21c6f3951633d0500574c4dc22d2d638b9f"
+dependencies = [
+ "cfg-if 1.0.0",
+ "winapi",
+]
+
+[[package]]
+name = "libm"
+version = "0.2.7"
+source = "registry+https://github.com/rust-lang/crates.io-index"
+checksum = "f7012b1bbb0719e1097c47611d3898568c546d597c2e74d66f6087edd5233ff4"
+
+[[package]]
+name = "libsqlite3-sys"
+version = "0.24.2"
+source = "registry+https://github.com/rust-lang/crates.io-index"
+checksum = "898745e570c7d0453cc1fbc4a701eb6c662ed54e8fec8b7d14be137ebeeb9d14"
+dependencies = [
+ "cc",
+ "pkg-config",
+ "vcpkg",
+]
+
+[[package]]
+name = "libz-sys"
+version = "1.1.12"
+source = "registry+https://github.com/rust-lang/crates.io-index"
+checksum = "d97137b25e321a73eef1418d1d5d2eda4d77e12813f8e6dead84bc52c5870a7b"
+dependencies = [
+ "cc",
+ "pkg-config",
+ "vcpkg",
+]
+
+[[package]]
+name = "linux-raw-sys"
+version = "0.4.5"
+source = "registry+https://github.com/rust-lang/crates.io-index"
+checksum = "57bcfdad1b858c2db7c38303a6d2ad4dfaf5eb53dfeb0910128b2c26d6158503"
+
+[[package]]
+name = "lock_api"
+version = "0.4.10"
+source = "registry+https://github.com/rust-lang/crates.io-index"
+checksum = "c1cc9717a20b1bb222f333e6a92fd32f7d8a18ddc5a3191a11af45dcbf4dcd16"
+dependencies = [
+ "autocfg",
+ "scopeguard",
+]
+
+[[package]]
+name = "log"
+version = "0.4.20"
+source = "registry+https://github.com/rust-lang/crates.io-index"
+checksum = "b5e6163cb8c49088c2c36f57875e58ccd8c87c7427f7fbd50ea6710b2f3f2e8f"
+
+[[package]]
+name = "lru"
+version = "0.8.1"
+source = "registry+https://github.com/rust-lang/crates.io-index"
+checksum = "b6e8aaa3f231bb4bd57b84b2d5dc3ae7f350265df8aa96492e0bc394a1571909"
+dependencies = [
+ "hashbrown 0.12.3",
+]
+
+[[package]]
+name = "lz4"
+version = "1.24.0"
+source = "registry+https://github.com/rust-lang/crates.io-index"
+checksum = "7e9e2dd86df36ce760a60f6ff6ad526f7ba1f14ba0356f8254fb6905e6494df1"
+dependencies = [
+ "libc",
+ "lz4-sys",
+]
+
+[[package]]
+name = "lz4-sys"
+version = "1.9.4"
+source = "registry+https://github.com/rust-lang/crates.io-index"
+checksum = "57d27b317e207b10f69f5e75494119e391a96f48861ae870d1da6edac98ca900"
+dependencies = [
+ "cc",
+ "libc",
+]
+
+[[package]]
+name = "lzma-sys"
+version = "0.1.20"
+source = "registry+https://github.com/rust-lang/crates.io-index"
+checksum = "5fda04ab3764e6cde78b9974eec4f779acaba7c4e84b36eca3cf77c581b85d27"
+dependencies = [
+ "cc",
+ "libc",
+ "pkg-config",
+]
+
+[[package]]
+name = "matrixmultiply"
+version = "0.3.7"
+source = "registry+https://github.com/rust-lang/crates.io-index"
+checksum = "090126dc04f95dc0d1c1c91f61bdd474b3930ca064c1edc8a849da2c6cbe1e77"
+dependencies = [
+ "autocfg",
+ "rawpointer",
+]
+
+[[package]]
+name = "md-5"
+version = "0.10.5"
+source = "registry+https://github.com/rust-lang/crates.io-index"
+checksum = "6365506850d44bff6e2fbcb5176cf63650e48bd45ef2fe2665ae1570e0f4b9ca"
+dependencies = [
+ "digest",
+]
+
+[[package]]
+name = "md5"
+version = "0.6.1"
+source = "registry+https://github.com/rust-lang/crates.io-index"
+checksum = "7e6bcd6433cff03a4bfc3d9834d504467db1f1cf6d0ea765d37d330249ed629d"
+
+[[package]]
+name = "md5"
+version = "0.7.0"
+source = "registry+https://github.com/rust-lang/crates.io-index"
+checksum = "490cc448043f947bae3cbee9c203358d62dbee0db12107a74be5c30ccfd09771"
+
+[[package]]
+name = "memchr"
+version = "2.6.3"
+source = "registry+https://github.com/rust-lang/crates.io-index"
+checksum = "8f232d6ef707e1956a43342693d2a31e72989554d58299d7a88738cc95b0d35c"
+
+[[package]]
+name = "memmap2"
+version = "0.5.10"
+source = "registry+https://github.com/rust-lang/crates.io-index"
+checksum = "83faa42c0a078c393f6b29d5db232d8be22776a891f8f56e5284faee4a20b327"
+dependencies = [
+ "libc",
+]
+
+[[package]]
+name = "memmap2"
+version = "0.7.1"
+source = "registry+https://github.com/rust-lang/crates.io-index"
+checksum = "f49388d20533534cd19360ad3d6a7dadc885944aa802ba3995040c5ec11288c6"
+dependencies = [
+ "libc",
+]
+
+[[package]]
+name = "memoffset"
+version = "0.9.0"
+source = "registry+https://github.com/rust-lang/crates.io-index"
+checksum = "5a634b1c61a95585bd15607c6ab0c4e5b226e695ff2800ba0cdccddf208c406c"
+dependencies = [
+ "autocfg",
+]
+
+[[package]]
+name = "mime"
+version = "0.3.17"
+source = "registry+https://github.com/rust-lang/crates.io-index"
+checksum = "6877bb514081ee2a7ff5ef9de3281f14a4dd4bceac4c09388074a6b5df8a139a"
+
+[[package]]
+name = "minimal-lexical"
+version = "0.2.1"
+source = "registry+https://github.com/rust-lang/crates.io-index"
+checksum = "68354c5c6bd36d73ff3feceb05efa59b6acb7626617f4962be322a825e61f79a"
+
+[[package]]
+name = "miniz_oxide"
+version = "0.7.1"
+source = "registry+https://github.com/rust-lang/crates.io-index"
+checksum = "e7810e0be55b428ada41041c41f32c9f1a42817901b4ccf45fa3d4b6561e74c7"
+dependencies = [
+ "adler",
+]
+
+[[package]]
+name = "mio"
+version = "0.8.8"
+source = "registry+https://github.com/rust-lang/crates.io-index"
+checksum = "927a765cd3fc26206e66b296465fa9d3e5ab003e651c1b3c060e7956d96b19d2"
+dependencies = [
+ "libc",
+ "log",
+ "wasi 0.11.0+wasi-snapshot-preview1",
+ "windows-sys",
+]
+
+[[package]]
+name = "multimap"
+version = "0.8.3"
+source = "registry+https://github.com/rust-lang/crates.io-index"
+checksum = "e5ce46fe64a9d73be07dcbe690a38ce1b293be448fd8ce1e6c1b8062c9f72c6a"
+
+[[package]]
+name = "multiversion"
+version = "0.7.3"
+source = "registry+https://github.com/rust-lang/crates.io-index"
+checksum = "b2c7b9d7fe61760ce5ea19532ead98541f6b4c495d87247aff9826445cf6872a"
+dependencies = [
+ "multiversion-macros",
+ "target-features",
+]
+
+[[package]]
+name = "multiversion-macros"
+version = "0.7.3"
+source = "registry+https://github.com/rust-lang/crates.io-index"
+checksum = "26a83d8500ed06d68877e9de1dde76c1dbb83885dcdbda4ef44ccbc3fbda2ac8"
+dependencies = [
+ "proc-macro2",
+ "quote",
+ "syn 1.0.109",
+ "target-features",
+]
+
+[[package]]
+name = "mysql"
+version = "23.0.1"
+source = "registry+https://github.com/rust-lang/crates.io-index"
+checksum = "05f11339ca5c251941805d51362a07823605a80586ced92914ab7de84fba813f"
+dependencies = [
+ "bufstream",
+ "bytes",
+ "crossbeam",
+ "flate2",
+ "io-enum",
+ "libc",
+ "lru",
+ "mysql_common",
+ "named_pipe",
+ "native-tls",
+ "once_cell",
+ "pem",
+ "percent-encoding",
+ "serde",
+ "serde_json",
+ "socket2 0.4.9",
+ "twox-hash",
+ "url",
+]
+
+[[package]]
+name = "mysql_common"
+version = "0.29.2"
+source = "registry+https://github.com/rust-lang/crates.io-index"
+checksum = "9006c95034ccf7b903d955f210469119f6c3477fc9c9e7a7845ce38a3e665c2a"
+dependencies = [
+ "base64 0.13.1",
+ "bigdecimal",
+ "bindgen",
+ "bitflags 1.3.2",
+ "bitvec",
+ "byteorder",
+ "bytes",
+ "cc",
+ "chrono",
+ "cmake",
+ "crc32fast",
+ "flate2",
+ "frunk",
+ "lazy_static",
+ "lexical",
+ "num-bigint",
+ "num-traits",
+ "rand 0.8.5",
+ "regex",
+ "rust_decimal",
+ "saturating",
+ "serde",
+ "serde_json",
+ "sha1",
+ "sha2",
+ "smallvec",
+ "subprocess",
+ "thiserror",
+ "time 0.3.28",
+ "uuid 1.4.1",
+]
+
+[[package]]
+name = "named_pipe"
+version = "0.4.1"
+source = "registry+https://github.com/rust-lang/crates.io-index"
+checksum = "ad9c443cce91fc3e12f017290db75dde490d685cdaaf508d7159d7cf41f0eb2b"
+dependencies = [
+ "winapi",
+]
+
+[[package]]
+name = "native-tls"
+version = "0.2.11"
+source = "registry+https://github.com/rust-lang/crates.io-index"
+checksum = "07226173c32f2926027b63cce4bcd8076c3552846cbe7925f3aaffeac0a3b92e"
+dependencies = [
+ "lazy_static",
+ "libc",
+ "log",
+ "openssl",
+ "openssl-probe",
+ "openssl-sys",
+ "schannel",
+ "security-framework",
+ "security-framework-sys",
+ "tempfile",
+]
+
+[[package]]
+name = "ndarray"
+version = "0.15.6"
+source = "registry+https://github.com/rust-lang/crates.io-index"
+checksum = "adb12d4e967ec485a5f71c6311fe28158e9d6f4bc4a447b474184d0f91a8fa32"
+dependencies = [
+ "matrixmultiply",
+ "num-complex",
+ "num-integer",
+ "num-traits",
+ "rawpointer",
+]
+
+[[package]]
+name = "nix"
+version = "0.20.0"
+source = "registry+https://github.com/rust-lang/crates.io-index"
+checksum = "fa9b4819da1bc61c0ea48b63b7bc8604064dd43013e7cc325df098d49cd7c18a"
+dependencies = [
+ "bitflags 1.3.2",
+ "cc",
+ "cfg-if 1.0.0",
+ "libc",
+]
+
+[[package]]
+name = "nom"
+version = "7.1.3"
+source = "registry+https://github.com/rust-lang/crates.io-index"
+checksum = "d273983c5a657a70a3e8f2a01329822f3b8c8172b73826411a55751e404a0a4a"
+dependencies = [
+ "memchr",
+ "minimal-lexical",
+]
+
+[[package]]
+name = "now"
+version = "0.1.3"
+source = "registry+https://github.com/rust-lang/crates.io-index"
+checksum = "6d89e9874397a1f0a52fc1f197a8effd9735223cb2390e9dcc83ac6cd02923d0"
+dependencies = [
+ "chrono",
+]
+
+[[package]]
+name = "ntapi"
+version = "0.4.1"
+source = "registry+https://github.com/rust-lang/crates.io-index"
+checksum = "e8a3895c6391c39d7fe7ebc444a87eb2991b2a0bc718fdabd071eec617fc68e4"
+dependencies = [
+ "winapi",
+]
+
+[[package]]
+name = "num"
+version = "0.4.1"
+source = "registry+https://github.com/rust-lang/crates.io-index"
+checksum = "b05180d69e3da0e530ba2a1dae5110317e49e3b7f3d41be227dc5f92e49ee7af"
+dependencies = [
+ "num-bigint",
+ "num-complex",
+ "num-integer",
+ "num-iter",
+ "num-rational",
+ "num-traits",
+]
+
+[[package]]
+name = "num-bigint"
+version = "0.4.4"
+source = "registry+https://github.com/rust-lang/crates.io-index"
+checksum = "608e7659b5c3d7cba262d894801b9ec9d00de989e8a82bd4bef91d08da45cdc0"
+dependencies = [
+ "autocfg",
+ "num-integer",
+ "num-traits",
+]
+
+[[package]]
+name = "num-complex"
+version = "0.4.4"
+source = "registry+https://github.com/rust-lang/crates.io-index"
+checksum = "1ba157ca0885411de85d6ca030ba7e2a83a28636056c7c699b07c8b6f7383214"
+dependencies = [
+ "num-traits",
+]
+
+[[package]]
+name = "num-format"
+version = "0.4.4"
+source = "registry+https://github.com/rust-lang/crates.io-index"
+checksum = "a652d9771a63711fd3c3deb670acfbe5c30a4072e664d7a3bf5a9e1056ac72c3"
+dependencies = [
+ "arrayvec",
+ "itoa",
+]
+
+[[package]]
+name = "num-integer"
+version = "0.1.45"
+source = "registry+https://github.com/rust-lang/crates.io-index"
+checksum = "225d3389fb3509a24c93f5c29eb6bde2586b98d9f016636dff58d7c6f7569cd9"
+dependencies = [
+ "autocfg",
+ "num-traits",
+]
+
+[[package]]
+name = "num-iter"
+version = "0.1.43"
+source = "registry+https://github.com/rust-lang/crates.io-index"
+checksum = "7d03e6c028c5dc5cac6e2dec0efda81fc887605bb3d884578bb6d6bf7514e252"
+dependencies = [
+ "autocfg",
+ "num-integer",
+ "num-traits",
+]
+
+[[package]]
+name = "num-rational"
+version = "0.4.1"
+source = "registry+https://github.com/rust-lang/crates.io-index"
+checksum = "0638a1c9d0a3c0914158145bc76cff373a75a627e6ecbfb71cbe6f453a5a19b0"
+dependencies = [
+ "autocfg",
+ "num-bigint",
+ "num-integer",
+ "num-traits",
+]
+
+[[package]]
+name = "num-traits"
+version = "0.2.16"
+source = "registry+https://github.com/rust-lang/crates.io-index"
+checksum = "f30b0abd723be7e2ffca1272140fac1a2f084c77ec3e123c192b66af1ee9e6c2"
+dependencies = [
+ "autocfg",
+ "libm",
+]
+
+[[package]]
+name = "num_cpus"
+version = "1.16.0"
+source = "registry+https://github.com/rust-lang/crates.io-index"
+checksum = "4161fcb6d602d4d2081af7c3a45852d875a03dd337a6bfdd6e06407b61342a43"
+dependencies = [
+ "hermit-abi 0.3.2",
+ "libc",
+]
+
+[[package]]
+name = "num_threads"
+version = "0.1.6"
+source = "registry+https://github.com/rust-lang/crates.io-index"
+checksum = "2819ce041d2ee131036f4fc9d6ae7ae125a3a40e97ba64d04fe799ad9dabbb44"
+dependencies = [
+ "libc",
+]
+
+[[package]]
+name = "numpy"
+version = "0.15.1"
+source = "registry+https://github.com/rust-lang/crates.io-index"
+checksum = "7f3a190dd1aa88ee0de91e59e970d5b85cfa079a9ff6531b69f811ccd0c2a6e1"
+dependencies = [
+ "cfg-if 0.1.10",
+ "libc",
+ "ndarray",
+ "num-complex",
+ "num-traits",
+ "pyo3",
+]
+
+[[package]]
+name = "object"
+version = "0.32.1"
+source = "registry+https://github.com/rust-lang/crates.io-index"
+checksum = "9cf5f9dd3933bd50a9e1f149ec995f39ae2c496d31fd772c1fd45ebc27e902b0"
+dependencies = [
+ "memchr",
+]
+
+[[package]]
+name = "object_store"
+version = "0.5.6"
+source = "registry+https://github.com/rust-lang/crates.io-index"
+checksum = "ec9cd6ca25e796a49fa242876d1c4de36a24a6da5258e9f0bc062dbf5e81c53b"
+dependencies = [
+ "async-trait",
+ "bytes",
+ "chrono",
+ "futures",
+ "itertools",
+ "parking_lot 0.12.1",
+ "percent-encoding",
+ "snafu",
+ "tokio",
+ "tracing",
+ "url",
+ "walkdir",
+]
+
+[[package]]
+name = "once_cell"
+version = "1.18.0"
+source = "registry+https://github.com/rust-lang/crates.io-index"
+checksum = "dd8b5dd2ae5ed71462c540258bedcb51965123ad7e7ccf4b9a8cafaa4a63576d"
+
+[[package]]
+name = "oorandom"
+version = "11.1.3"
+source = "registry+https://github.com/rust-lang/crates.io-index"
+checksum = "0ab1bc2a289d34bd04a330323ac98a1b4bc82c9d9fcb1e66b63caa84da26b575"
+
+[[package]]
+name = "openssl"
+version = "0.10.57"
+source = "registry+https://github.com/rust-lang/crates.io-index"
+checksum = "bac25ee399abb46215765b1cb35bc0212377e58a061560d8b29b024fd0430e7c"
+dependencies = [
+ "bitflags 2.4.0",
+ "cfg-if 1.0.0",
+ "foreign-types",
+ "libc",
+ "once_cell",
+ "openssl-macros",
+ "openssl-sys",
+]
+
+[[package]]
+name = "openssl-macros"
+version = "0.1.1"
+source = "registry+https://github.com/rust-lang/crates.io-index"
+checksum = "a948666b637a0f465e8564c73e89d4dde00d72d4d473cc972f390fc3dcee7d9c"
+dependencies = [
+ "proc-macro2",
+ "quote",
+ "syn 2.0.31",
+]
+
+[[package]]
+name = "openssl-probe"
+version = "0.1.5"
+source = "registry+https://github.com/rust-lang/crates.io-index"
+checksum = "ff011a302c396a5197692431fc1948019154afc178baf7d8e37367442a4601cf"
+
+[[package]]
+name = "openssl-src"
+version = "300.1.3+3.1.2"
+source = "registry+https://github.com/rust-lang/crates.io-index"
+checksum = "cd2c101a165fff9935e34def4669595ab1c7847943c42be86e21503e482be107"
+dependencies = [
+ "cc",
+]
+
+[[package]]
+name = "openssl-sys"
+version = "0.9.93"
+source = "registry+https://github.com/rust-lang/crates.io-index"
+checksum = "db4d56a4c0478783083cfafcc42493dd4a981d41669da64b4572a2a089b51b1d"
+dependencies = [
+ "cc",
+ "libc",
+ "openssl-src",
+ "pkg-config",
+ "vcpkg",
+]
+
+[[package]]
+name = "opentls"
+version = "0.2.1"
+source = "registry+https://github.com/rust-lang/crates.io-index"
+checksum = "6f561874f8d6ecfb674fc08863414040c93cc90c0b6963fe679895fab8b65560"
+dependencies = [
+ "futures-util",
+ "log",
+ "openssl",
+ "openssl-probe",
+ "openssl-sys",
+ "url",
+]
+
+[[package]]
+name = "oracle"
+version = "0.5.7"
+source = "registry+https://github.com/rust-lang/crates.io-index"
+checksum = "cfe80334af1fbaea016fbef0af77f5fa32452362e29a039389b8c93737585003"
+dependencies = [
+ "cc",
+ "chrono",
+ "lazy_static",
+ "oracle_procmacro",
+ "paste 1.0.14",
+]
+
+[[package]]
+name = "oracle_procmacro"
+version = "0.1.2"
+source = "registry+https://github.com/rust-lang/crates.io-index"
+checksum = "ad247f3421d57de56a0d0408d3249d4b1048a522be2013656d92f022c3d8af27"
+dependencies = [
+ "darling",
+ "proc-macro2",
+ "quote",
+ "syn 1.0.109",
+]
+
+[[package]]
+name = "ordered-float"
+version = "2.10.0"
+source = "registry+https://github.com/rust-lang/crates.io-index"
+checksum = "7940cf2ca942593318d07fcf2596cdca60a85c9e7fab408a5e21a4f9dcd40d87"
+dependencies = [
+ "num-traits",
+]
+
+[[package]]
+name = "owning_ref"
+version = "0.4.1"
+source = "registry+https://github.com/rust-lang/crates.io-index"
+checksum = "6ff55baddef9e4ad00f88b6c743a2a8062d4c6ade126c2a528644b8e444d52ce"
+dependencies = [
+ "stable_deref_trait",
+]
+
+[[package]]
+name = "parking_lot"
+version = "0.11.2"
+source = "registry+https://github.com/rust-lang/crates.io-index"
+checksum = "7d17b78036a60663b797adeaee46f5c9dfebb86948d1255007a1d6be0271ff99"
+dependencies = [
+ "instant",
+ "lock_api",
+ "parking_lot_core 0.8.6",
+]
+
+[[package]]
+name = "parking_lot"
+version = "0.12.1"
+source = "registry+https://github.com/rust-lang/crates.io-index"
+checksum = "3742b2c103b9f06bc9fff0a37ff4912935851bee6d36f3c02bcc755bcfec228f"
+dependencies = [
+ "lock_api",
+ "parking_lot_core 0.9.8",
+]
+
+[[package]]
+name = "parking_lot_core"
+version = "0.8.6"
+source = "registry+https://github.com/rust-lang/crates.io-index"
+checksum = "60a2cfe6f0ad2bfc16aefa463b497d5c7a5ecd44a23efa72aa342d90177356dc"
+dependencies = [
+ "cfg-if 1.0.0",
+ "instant",
+ "libc",
+ "redox_syscall 0.2.16",
+ "smallvec",
+ "winapi",
+]
+
+[[package]]
+name = "parking_lot_core"
+version = "0.9.8"
+source = "registry+https://github.com/rust-lang/crates.io-index"
+checksum = "93f00c865fe7cabf650081affecd3871070f26767e7b2070a3ffae14c654b447"
+dependencies = [
+ "cfg-if 1.0.0",
+ "libc",
+ "redox_syscall 0.3.5",
+ "smallvec",
+ "windows-targets",
+]
+
+[[package]]
+name = "parquet"
+version = "40.0.0"
+source = "registry+https://github.com/rust-lang/crates.io-index"
+checksum = "d6a656fcc17e641657c955742c689732684e096f790ff30865d9f8dcc39f7c4a"
+dependencies = [
+ "ahash 0.8.3",
+ "arrow-array",
+ "arrow-buffer",
+ "arrow-cast",
+ "arrow-data",
+ "arrow-ipc",
+ "arrow-schema",
+ "arrow-select",
+ "base64 0.21.3",
+ "brotli",
+ "bytes",
+ "chrono",
+ "flate2",
+ "futures",
+ "hashbrown 0.13.2",
+ "lz4",
+ "num",
+ "num-bigint",
+ "object_store",
+ "paste 1.0.14",
+ "seq-macro",
+ "snap",
+ "thrift",
+ "tokio",
+ "twox-hash",
+ "zstd",
+]
+
+[[package]]
+name = "parse-zoneinfo"
+version = "0.3.0"
+source = "registry+https://github.com/rust-lang/crates.io-index"
+checksum = "c705f256449c60da65e11ff6626e0c16a0a0b96aaa348de61376b249bc340f41"
+dependencies = [
+ "regex",
+]
+
+[[package]]
+name = "paste"
+version = "0.1.18"
+source = "registry+https://github.com/rust-lang/crates.io-index"
+checksum = "45ca20c77d80be666aef2b45486da86238fabe33e38306bd3118fe4af33fa880"
+dependencies = [
+ "paste-impl",
+ "proc-macro-hack",
+]
+
+[[package]]
+name = "paste"
+version = "1.0.14"
+source = "registry+https://github.com/rust-lang/crates.io-index"
+checksum = "de3145af08024dea9fa9914f381a17b8fc6034dfb00f3a84013f7ff43f29ed4c"
+
+[[package]]
+name = "paste-impl"
+version = "0.1.18"
+source = "registry+https://github.com/rust-lang/crates.io-index"
+checksum = "d95a7db200b97ef370c8e6de0088252f7e0dfff7d047a28528e47456c0fc98b6"
+dependencies = [
+ "proc-macro-hack",
+]
+
+[[package]]
+name = "peeking_take_while"
+version = "0.1.2"
+source = "registry+https://github.com/rust-lang/crates.io-index"
+checksum = "19b17cddbe7ec3f8bc800887bab5e717348c95ea2ca0b1bf0837fb964dc67099"
+
+[[package]]
+name = "pem"
+version = "1.1.1"
+source = "registry+https://github.com/rust-lang/crates.io-index"
+checksum = "a8835c273a76a90455d7344889b0964598e3316e2a79ede8e36f16bdcf2228b8"
+dependencies = [
+ "base64 0.13.1",
+]
+
+[[package]]
+name = "percent-encoding"
+version = "2.3.0"
+source = "registry+https://github.com/rust-lang/crates.io-index"
+checksum = "9b2a4787296e9989611394c33f193f676704af1686e70b8f8033ab5ba9a35a94"
+
+[[package]]
+name = "petgraph"
+version = "0.5.1"
+source = "registry+https://github.com/rust-lang/crates.io-index"
+checksum = "467d164a6de56270bd7c4d070df81d07beace25012d5103ced4e9ff08d6afdb7"
+dependencies = [
+ "fixedbitset 0.2.0",
+ "indexmap 1.9.3",
+]
+
+[[package]]
+name = "petgraph"
+version = "0.6.4"
+source = "registry+https://github.com/rust-lang/crates.io-index"
+checksum = "e1d3afd2628e69da2be385eb6f2fd57c8ac7977ceeff6dc166ff1657b0e386a9"
+dependencies = [
+ "fixedbitset 0.4.2",
+ "indexmap 2.0.0",
+]
+
+[[package]]
+name = "phf"
+version = "0.11.2"
+source = "registry+https://github.com/rust-lang/crates.io-index"
+checksum = "ade2d8b8f33c7333b51bcf0428d37e217e9f32192ae4772156f65063b8ce03dc"
+dependencies = [
+ "phf_shared",
+]
+
+[[package]]
+name = "phf_codegen"
+version = "0.11.2"
+source = "registry+https://github.com/rust-lang/crates.io-index"
+checksum = "e8d39688d359e6b34654d328e262234662d16cc0f60ec8dcbe5e718709342a5a"
+dependencies = [
+ "phf_generator",
+ "phf_shared",
+]
+
+[[package]]
+name = "phf_generator"
+version = "0.11.2"
+source = "registry+https://github.com/rust-lang/crates.io-index"
+checksum = "48e4cc64c2ad9ebe670cb8fd69dd50ae301650392e81c05f9bfcb2d5bdbc24b0"
+dependencies = [
+ "phf_shared",
+ "rand 0.8.5",
+]
+
+[[package]]
+name = "phf_shared"
+version = "0.11.2"
+source = "registry+https://github.com/rust-lang/crates.io-index"
+checksum = "90fcb95eef784c2ac79119d1dd819e162b5da872ce6f3c3abe1e8ca1c082f72b"
+dependencies = [
+ "siphasher",
+]
+
+[[package]]
+name = "pin-project-lite"
+version = "0.2.13"
+source = "registry+https://github.com/rust-lang/crates.io-index"
+checksum = "8afb450f006bf6385ca15ef45d71d2288452bc3683ce2e2cacc0d18e4be60b58"
+
+[[package]]
+name = "pin-utils"
+version = "0.1.0"
+source = "registry+https://github.com/rust-lang/crates.io-index"
+checksum = "8b870d8c151b6f2fb93e84a13146138f05d02ed11c7e7c54f8826aaaf7c9f184"
+
+[[package]]
+name = "pkg-config"
+version = "0.3.27"
+source = "registry+https://github.com/rust-lang/crates.io-index"
+checksum = "26072860ba924cbfa98ea39c8c19b4dd6a4a25423dbdf219c1eca91aa0cf6964"
+
+[[package]]
+name = "planus"
+version = "0.3.1"
+source = "registry+https://github.com/rust-lang/crates.io-index"
+checksum = "fc1691dd09e82f428ce8d6310bd6d5da2557c82ff17694d2a32cad7242aea89f"
+dependencies = [
+ "array-init-cursor",
+]
+
+[[package]]
+name = "plotters"
+version = "0.3.5"
+source = "registry+https://github.com/rust-lang/crates.io-index"
+checksum = "d2c224ba00d7cadd4d5c660deaf2098e5e80e07846537c51f9cfa4be50c1fd45"
+dependencies = [
+ "num-traits",
+ "plotters-backend",
+ "plotters-svg",
+ "wasm-bindgen",
+ "web-sys",
+]
+
+[[package]]
+name = "plotters-backend"
+version = "0.3.5"
+source = "registry+https://github.com/rust-lang/crates.io-index"
+checksum = "9e76628b4d3a7581389a35d5b6e2139607ad7c75b17aed325f210aa91f4a9609"
+
+[[package]]
+name = "plotters-svg"
+version = "0.3.5"
+source = "registry+https://github.com/rust-lang/crates.io-index"
+checksum = "38f6d39893cca0701371e3c27294f09797214b86f1fb951b89ade8ec04e2abab"
+dependencies = [
+ "plotters-backend",
+]
+
+[[package]]
+name = "polars"
+version = "0.32.1"
+source = "registry+https://github.com/rust-lang/crates.io-index"
+checksum = "b1362d4a136c0ebacb40d88a37ba361738b222fd8a2ee9340a3d8642f698c52b"
+dependencies = [
+ "getrandom 0.2.10",
+ "polars-core",
+ "polars-io",
+ "polars-lazy",
+ "polars-ops",
+ "polars-sql",
+ "polars-time",
+ "version_check",
+]
+
+[[package]]
+name = "polars-arrow"
+version = "0.32.1"
+source = "registry+https://github.com/rust-lang/crates.io-index"
+checksum = "f967c901fa5da4ca7f64e813d1268488ba97e9b3004cefc579ff851c197a1138"
+dependencies = [
+ "arrow2",
+ "hashbrown 0.14.0",
+ "multiversion",
+ "num-traits",
+ "polars-error",
+ "thiserror",
+ "version_check",
+]
+
+[[package]]
+name = "polars-core"
+version = "0.32.1"
+source = "registry+https://github.com/rust-lang/crates.io-index"
+checksum = "b24f92fc5b167f668ff85ab9607dfa72e2c09664cacef59297ee8601dee60126"
+dependencies = [
+ "ahash 0.8.3",
+ "arrow2",
+ "bitflags 2.4.0",
+ "chrono",
+ "comfy-table 7.0.1",
+ "either",
+ "hashbrown 0.14.0",
+ "indexmap 2.0.0",
+ "num-traits",
+ "once_cell",
+ "polars-arrow",
+ "polars-error",
+ "polars-row",
+ "polars-utils",
+ "rand 0.8.5",
+ "rand_distr",
+ "rayon",
+ "regex",
+ "smartstring",
+ "thiserror",
+ "version_check",
+ "xxhash-rust",
+]
+
+[[package]]
+name = "polars-error"
+version = "0.32.1"
+source = "registry+https://github.com/rust-lang/crates.io-index"
+checksum = "40d09c3a7337e53b38c37b57999038440fa39c6801b9ba48afaecd8e16f7ac0a"
+dependencies = [
+ "arrow2",
+ "regex",
+ "thiserror",
+]
+
+[[package]]
+name = "polars-io"
+version = "0.32.1"
+source = "registry+https://github.com/rust-lang/crates.io-index"
+checksum = "92cab0df9f2a35702fa5aec99edfaabf9ae8e9cdd0acf69e143ad2d132f34f9c"
+dependencies = [
+ "ahash 0.8.3",
+ "arrow2",
+ "async-trait",
+ "bytes",
+ "chrono",
+ "fast-float",
+ "futures",
+ "home",
+ "lexical",
+ "lexical-core",
+ "memchr",
+ "memmap2 0.7.1",
+ "num-traits",
+ "once_cell",
+ "polars-arrow",
+ "polars-core",
+ "polars-error",
+ "polars-time",
+ "polars-utils",
+ "rayon",
+ "regex",
+ "simdutf8",
+ "tokio",
+]
+
+[[package]]
+name = "polars-lazy"
+version = "0.32.1"
+source = "registry+https://github.com/rust-lang/crates.io-index"
+checksum = "2c33762ec2a55e01c9f8776b34db86257c70a0a3b3929bd4eb91a52aacf61456"
+dependencies = [
+ "ahash 0.8.3",
+ "bitflags 2.4.0",
+ "glob",
+ "once_cell",
+ "polars-arrow",
+ "polars-core",
+ "polars-io",
+ "polars-ops",
+ "polars-pipe",
+ "polars-plan",
+ "polars-time",
+ "polars-utils",
+ "rayon",
+ "smartstring",
+ "version_check",
+]
+
+[[package]]
+name = "polars-ops"
+version = "0.32.1"
+source = "registry+https://github.com/rust-lang/crates.io-index"
+checksum = "e825575c96302d2daedfc205a0062180033c92c55bcd6aafc4e109d4d8849ed0"
+dependencies = [
+ "argminmax",
+ "arrow2",
+ "either",
+ "indexmap 2.0.0",
+ "memchr",
+ "polars-arrow",
+ "polars-core",
+ "polars-utils",
+ "smartstring",
+ "version_check",
+]
+
+[[package]]
+name = "polars-pipe"
+version = "0.32.1"
+source = "registry+https://github.com/rust-lang/crates.io-index"
+checksum = "1f2bc9a12da9ed043fb0cb51dbcb87b365e4845b7ab6399d7a81e838460c6974"
+dependencies = [
+ "enum_dispatch",
+ "hashbrown 0.14.0",
+ "num-traits",
+ "polars-arrow",
+ "polars-core",
+ "polars-io",
+ "polars-ops",
+ "polars-plan",
+ "polars-row",
+ "polars-utils",
+ "rayon",
+ "smartstring",
+ "version_check",
+]
+
+[[package]]
+name = "polars-plan"
+version = "0.32.1"
+source = "registry+https://github.com/rust-lang/crates.io-index"
+checksum = "fb67b014f0295e8e9dbb84404a91d666d477b3bc248a2ed51bc442833b16da35"
+dependencies = [
+ "ahash 0.8.3",
+ "arrow2",
+ "once_cell",
+ "polars-arrow",
+ "polars-core",
+ "polars-io",
+ "polars-ops",
+ "polars-time",
+ "polars-utils",
+ "rayon",
+ "regex",
+ "smartstring",
+ "strum_macros 0.25.2",
+ "version_check",
+]
+
+[[package]]
+name = "polars-row"
+version = "0.32.1"
+source = "registry+https://github.com/rust-lang/crates.io-index"
+checksum = "27f54c1956027bf6301948fb4f2837cf6d6b638d8dd1edf3aaeaa19906a986be"
+dependencies = [
+ "arrow2",
+ "polars-error",
+ "polars-utils",
+]
+
+[[package]]
+name = "polars-sql"
+version = "0.32.1"
+source = "registry+https://github.com/rust-lang/crates.io-index"
+checksum = "dbfcb15cf8eebd25ea1724109d0153817cd484c6326290585f0736b4e7fcf2f4"
+dependencies = [
+ "polars-arrow",
+ "polars-core",
+ "polars-lazy",
+ "polars-plan",
+ "serde",
+ "serde_json",
+ "sqlparser 0.36.1",
+]
+
+[[package]]
+name = "polars-time"
+version = "0.32.1"
+source = "registry+https://github.com/rust-lang/crates.io-index"
+checksum = "53f42d2632f5971c9575041d33cbcfb1f996900c40bbf58bc6eb0a0c5efbecea"
+dependencies = [
+ "arrow2",
+ "atoi",
+ "chrono",
+ "now",
+ "once_cell",
+ "polars-arrow",
+ "polars-core",
+ "polars-ops",
+ "polars-utils",
+ "regex",
+ "smartstring",
+]
+
+[[package]]
+name = "polars-utils"
+version = "0.32.1"
+source = "registry+https://github.com/rust-lang/crates.io-index"
+checksum = "c326708a370d71dc6e11a8f4bbc10a8479e1c314dc048ba73543b815cd0bf339"
+dependencies = [
+ "ahash 0.8.3",
+ "hashbrown 0.14.0",
+ "num-traits",
+ "once_cell",
+ "polars-error",
+ "rayon",
+ "smartstring",
+ "sysinfo",
+ "version_check",
+]
+
+[[package]]
+name = "postgres"
+version = "0.19.7"
+source = "registry+https://github.com/rust-lang/crates.io-index"
+checksum = "7915b33ed60abc46040cbcaa25ffa1c7ec240668e0477c4f3070786f5916d451"
+dependencies = [
+ "bytes",
+ "fallible-iterator",
+ "futures-util",
+ "log",
+ "tokio",
+ "tokio-postgres",
+]
+
+[[package]]
+name = "postgres-native-tls"
+version = "0.5.0"
+source = "registry+https://github.com/rust-lang/crates.io-index"
+checksum = "2d442770e2b1e244bb5eb03b31c79b65bb2568f413b899eaba850fa945a65954"
+dependencies = [
+ "futures",
+ "native-tls",
+ "tokio",
+ "tokio-native-tls",
+ "tokio-postgres",
+]
+
+[[package]]
+name = "postgres-openssl"
+version = "0.5.0"
+source = "registry+https://github.com/rust-lang/crates.io-index"
+checksum = "1de0ea6504e07ca78355a6fb88ad0f36cafe9e696cbc6717f16a207f3a60be72"
+dependencies = [
+ "futures",
+ "openssl",
+ "tokio",
+ "tokio-openssl",
+ "tokio-postgres",
+]
+
+[[package]]
+name = "postgres-protocol"
+version = "0.6.6"
+source = "registry+https://github.com/rust-lang/crates.io-index"
+checksum = "49b6c5ef183cd3ab4ba005f1ca64c21e8bd97ce4699cfea9e8d9a2c4958ca520"
+dependencies = [
+ "base64 0.21.3",
+ "byteorder",
+ "bytes",
+ "fallible-iterator",
+ "hmac",
+ "md-5",
+ "memchr",
+ "rand 0.8.5",
+ "sha2",
+ "stringprep",
+]
+
+[[package]]
+name = "postgres-types"
+version = "0.2.6"
+source = "registry+https://github.com/rust-lang/crates.io-index"
+checksum = "8d2234cdee9408b523530a9b6d2d6b373d1db34f6a8e51dc03ded1828d7fb67c"
+dependencies = [
+ "bytes",
+ "chrono",
+ "fallible-iterator",
+ "postgres-protocol",
+ "serde",
+ "serde_json",
+ "uuid 0.8.2",
+]
+
+[[package]]
+name = "pprof"
+version = "0.5.1"
+source = "registry+https://github.com/rust-lang/crates.io-index"
+checksum = "bc842ca3fb958643d1696cfdada75410482480c11a7129463924fff5ab18d405"
+dependencies = [
+ "backtrace",
+ "criterion",
+ "inferno",
+ "lazy_static",
+ "libc",
+ "log",
+ "nix",
+ "parking_lot 0.11.2",
+ "prost",
+ "prost-build",
+ "prost-derive",
+ "symbolic-demangle",
+ "tempfile",
+ "thiserror",
+]
+
+[[package]]
+name = "ppv-lite86"
+version = "0.2.17"
+source = "registry+https://github.com/rust-lang/crates.io-index"
+checksum = "5b40af805b3121feab8a3c29f04d8ad262fa8e0561883e7653e024ae4479e6de"
+
+[[package]]
+name = "pretty-hex"
+version = "0.1.1"
+source = "registry+https://github.com/rust-lang/crates.io-index"
+checksum = "be91bcc43e73799dc46a6c194a55e7aae1d86cc867c860fd4a436019af21bd8c"
+
+[[package]]
+name = "proc-macro-crate"
+version = "0.1.5"
+source = "registry+https://github.com/rust-lang/crates.io-index"
+checksum = "1d6ea3c4595b96363c13943497db34af4460fb474a95c43f4446ad341b8c9785"
+dependencies = [
+ "toml",
+]
+
+[[package]]
+name = "proc-macro-hack"
+version = "0.5.20+deprecated"
+source = "registry+https://github.com/rust-lang/crates.io-index"
+checksum = "dc375e1527247fe1a97d8b7156678dfe7c1af2fc075c9a4db3690ecd2a148068"
+
+[[package]]
+name = "proc-macro2"
+version = "1.0.66"
+source = "registry+https://github.com/rust-lang/crates.io-index"
+checksum = "18fb31db3f9bddb2ea821cde30a9f70117e3f119938b5ee630b7403aa6e2ead9"
+dependencies = [
+ "unicode-ident",
+]
+
+[[package]]
+name = "prost"
+version = "0.8.0"
+source = "registry+https://github.com/rust-lang/crates.io-index"
+checksum = "de5e2533f59d08fcf364fd374ebda0692a70bd6d7e66ef97f306f45c6c5d8020"
+dependencies = [
+ "bytes",
+ "prost-derive",
+]
+
+[[package]]
+name = "prost-build"
+version = "0.8.0"
+source = "registry+https://github.com/rust-lang/crates.io-index"
+checksum = "355f634b43cdd80724ee7848f95770e7e70eefa6dcf14fea676216573b8fd603"
+dependencies = [
+ "bytes",
+ "heck 0.3.3",
+ "itertools",
+ "log",
+ "multimap",
+ "petgraph 0.5.1",
+ "prost",
+ "prost-types",
+ "tempfile",
+ "which",
+]
+
+[[package]]
+name = "prost-derive"
+version = "0.8.0"
+source = "registry+https://github.com/rust-lang/crates.io-index"
+checksum = "600d2f334aa05acb02a755e217ef1ab6dea4d51b58b7846588b747edec04efba"
+dependencies = [
+ "anyhow",
+ "itertools",
+ "proc-macro2",
+ "quote",
+ "syn 1.0.109",
+]
+
+[[package]]
+name = "prost-types"
+version = "0.8.0"
+source = "registry+https://github.com/rust-lang/crates.io-index"
+checksum = "603bbd6394701d13f3f25aada59c7de9d35a6a5887cfc156181234a44002771b"
+dependencies = [
+ "bytes",
+ "prost",
+]
+
+[[package]]
+name = "ptr_meta"
+version = "0.1.4"
+source = "registry+https://github.com/rust-lang/crates.io-index"
+checksum = "0738ccf7ea06b608c10564b31debd4f5bc5e197fc8bfe088f68ae5ce81e7a4f1"
+dependencies = [
+ "ptr_meta_derive",
+]
+
+[[package]]
+name = "ptr_meta_derive"
+version = "0.1.4"
+source = "registry+https://github.com/rust-lang/crates.io-index"
+checksum = "16b845dbfca988fa33db069c0e230574d15a3088f147a87b64c7589eb662c9ac"
+dependencies = [
+ "proc-macro2",
+ "quote",
+ "syn 1.0.109",
+]
+
+[[package]]
+name = "pyo3"
+version = "0.15.2"
+source = "registry+https://github.com/rust-lang/crates.io-index"
+checksum = "d41d50a7271e08c7c8a54cd24af5d62f73ee3a6f6a314215281ebdec421d5752"
+dependencies = [
+ "cfg-if 1.0.0",
+ "indoc",
+ "libc",
+ "parking_lot 0.11.2",
+ "paste 0.1.18",
+ "pyo3-build-config",
+ "pyo3-macros",
+ "unindent",
+]
+
+[[package]]
+name = "pyo3-build-config"
+version = "0.15.2"
+source = "registry+https://github.com/rust-lang/crates.io-index"
+checksum = "779239fc40b8e18bc8416d3a37d280ca9b9fb04bda54b98037bb6748595c2410"
+dependencies = [
+ "once_cell",
+]
+
+[[package]]
+name = "pyo3-built"
+version = "0.4.7"
+source = "registry+https://github.com/rust-lang/crates.io-index"
+checksum = "be6d574e0f8cab2cdd1eeeb640cbf845c974519fa9e9b62fa9c08ecece0ca5de"
+
+[[package]]
+name = "pyo3-macros"
+version = "0.15.2"
+source = "registry+https://github.com/rust-lang/crates.io-index"
+checksum = "00b247e8c664be87998d8628e86f282c25066165f1f8dda66100c48202fdb93a"
+dependencies = [
+ "pyo3-macros-backend",
+ "quote",
+ "syn 1.0.109",
+]
+
+[[package]]
+name = "pyo3-macros-backend"
+version = "0.15.2"
+source = "registry+https://github.com/rust-lang/crates.io-index"
+checksum = "5a8c2812c412e00e641d99eeb79dd478317d981d938aa60325dfa7157b607095"
+dependencies = [
+ "proc-macro2",
+ "pyo3-build-config",
+ "quote",
+ "syn 1.0.109",
+]
+
+[[package]]
+name = "quick-xml"
+version = "0.22.0"
+source = "registry+https://github.com/rust-lang/crates.io-index"
+checksum = "8533f14c8382aaad0d592c812ac3b826162128b65662331e1127b45c3d18536b"
+dependencies = [
+ "memchr",
+]
+
+[[package]]
+name = "quote"
+version = "1.0.33"
+source = "registry+https://github.com/rust-lang/crates.io-index"
+checksum = "5267fca4496028628a95160fc423a33e8b2e6af8a5302579e322e4b520293cae"
+dependencies = [
+ "proc-macro2",
+]
+
+[[package]]
+name = "r2d2"
+version = "0.8.10"
+source = "registry+https://github.com/rust-lang/crates.io-index"
+checksum = "51de85fb3fb6524929c8a2eb85e6b6d363de4e8c48f9e2c2eac4944abc181c93"
+dependencies = [
+ "log",
+ "parking_lot 0.12.1",
+ "scheduled-thread-pool",
+]
+
+[[package]]
+name = "r2d2-oracle"
+version = "0.5.0"
+source = "registry+https://github.com/rust-lang/crates.io-index"
+checksum = "eca5358dca54423e557b30e7b5a6d950d3a442ab4a56cc916965030cead8b02b"
+dependencies = [
+ "oracle",
+ "r2d2",
+]
+
+[[package]]
+name = "r2d2_mysql"
+version = "23.0.0"
+source = "registry+https://github.com/rust-lang/crates.io-index"
+checksum = "9733d738ce65959a744f387bae69aa690a867e18d48e5486b171c47bc7b0c575"
+dependencies = [
+ "mysql",
+ "r2d2",
+]
+
+[[package]]
+name = "r2d2_postgres"
+version = "0.18.1"
+source = "registry+https://github.com/rust-lang/crates.io-index"
+checksum = "7029c56be658cb54f321e0bee597810ee16796b735fa2559d7056bf06b12230b"
+dependencies = [
+ "postgres",
+ "r2d2",
+]
+
+[[package]]
+name = "r2d2_sqlite"
+version = "0.20.0"
+source = "registry+https://github.com/rust-lang/crates.io-index"
+checksum = "6fdc8e4da70586127893be32b7adf21326a4c6b1aba907611edf467d13ffe895"
+dependencies = [
+ "r2d2",
+ "rusqlite",
+]
+
+[[package]]
+name = "radium"
+version = "0.7.0"
+source = "registry+https://github.com/rust-lang/crates.io-index"
+checksum = "dc33ff2d4973d518d823d61aa239014831e521c75da58e3df4840d3f47749d09"
+
+[[package]]
+name = "rand"
+version = "0.7.3"
+source = "registry+https://github.com/rust-lang/crates.io-index"
+checksum = "6a6b1679d49b24bbfe0c803429aa1874472f50d9b363131f0e89fc356b544d03"
+dependencies = [
+ "getrandom 0.1.16",
+ "libc",
+ "rand_chacha 0.2.2",
+ "rand_core 0.5.1",
+ "rand_hc",
+]
+
+[[package]]
+name = "rand"
+version = "0.8.5"
+source = "registry+https://github.com/rust-lang/crates.io-index"
+checksum = "34af8d1a0e25924bc5b7c43c079c942339d8f0a8b57c39049bef581b46327404"
+dependencies = [
+ "libc",
+ "rand_chacha 0.3.1",
+ "rand_core 0.6.4",
+]
+
+[[package]]
+name = "rand_chacha"
+version = "0.2.2"
+source = "registry+https://github.com/rust-lang/crates.io-index"
+checksum = "f4c8ed856279c9737206bf725bf36935d8666ead7aa69b52be55af369d193402"
+dependencies = [
+ "ppv-lite86",
+ "rand_core 0.5.1",
+]
+
+[[package]]
+name = "rand_chacha"
+version = "0.3.1"
+source = "registry+https://github.com/rust-lang/crates.io-index"
+checksum = "e6c10a63a0fa32252be49d21e7709d4d4baf8d231c2dbce1eaa8141b9b127d88"
+dependencies = [
+ "ppv-lite86",
+ "rand_core 0.6.4",
+]
+
+[[package]]
+name = "rand_core"
+version = "0.5.1"
+source = "registry+https://github.com/rust-lang/crates.io-index"
+checksum = "90bde5296fc891b0cef12a6d03ddccc162ce7b2aff54160af9338f8d40df6d19"
+dependencies = [
+ "getrandom 0.1.16",
+]
+
+[[package]]
+name = "rand_core"
+version = "0.6.4"
+source = "registry+https://github.com/rust-lang/crates.io-index"
+checksum = "ec0be4795e2f6a28069bec0b5ff3e2ac9bafc99e6a9a7dc3547996c5c816922c"
+dependencies = [
+ "getrandom 0.2.10",
+]
+
+[[package]]
+name = "rand_distr"
+version = "0.4.3"
+source = "registry+https://github.com/rust-lang/crates.io-index"
+checksum = "32cb0b9bc82b0a0876c2dd994a7e7a2683d3e7390ca40e6886785ef0c7e3ee31"
+dependencies = [
+ "num-traits",
+ "rand 0.8.5",
+]
+
+[[package]]
+name = "rand_hc"
+version = "0.2.0"
+source = "registry+https://github.com/rust-lang/crates.io-index"
+checksum = "ca3129af7b92a17112d59ad498c6f81eaf463253766b90396d39ea7a39d6613c"
+dependencies = [
+ "rand_core 0.5.1",
+]
+
+[[package]]
+name = "rawpointer"
+version = "0.2.1"
+source = "registry+https://github.com/rust-lang/crates.io-index"
+checksum = "60a357793950651c4ed0f3f52338f53b2f809f32d83a07f72909fa13e4c6c1e3"
+
+[[package]]
+name = "rayon"
+version = "1.7.0"
+source = "registry+https://github.com/rust-lang/crates.io-index"
+checksum = "1d2df5196e37bcc87abebc0053e20787d73847bb33134a69841207dd0a47f03b"
+dependencies = [
+ "either",
+ "rayon-core",
+]
+
+[[package]]
+name = "rayon-core"
+version = "1.11.0"
+source = "registry+https://github.com/rust-lang/crates.io-index"
+checksum = "4b8f95bd6966f5c87776639160a66bd8ab9895d9d4ab01ddba9fc60661aebe8d"
+dependencies = [
+ "crossbeam-channel",
+ "crossbeam-deque",
+ "crossbeam-utils",
+ "num_cpus",
+]
+
+[[package]]
+name = "redox_syscall"
+version = "0.2.16"
+source = "registry+https://github.com/rust-lang/crates.io-index"
+checksum = "fb5a58c1855b4b6819d59012155603f0b22ad30cad752600aadfcb695265519a"
+dependencies = [
+ "bitflags 1.3.2",
+]
+
+[[package]]
+name = "redox_syscall"
+version = "0.3.5"
+source = "registry+https://github.com/rust-lang/crates.io-index"
+checksum = "567664f262709473930a4bf9e51bf2ebf3348f2e748ccc50dea20646858f8f29"
+dependencies = [
+ "bitflags 1.3.2",
+]
+
+[[package]]
+name = "redox_users"
+version = "0.4.3"
+source = "registry+https://github.com/rust-lang/crates.io-index"
+checksum = "b033d837a7cf162d7993aded9304e30a83213c648b6e389db233191f891e5c2b"
+dependencies = [
+ "getrandom 0.2.10",
+ "redox_syscall 0.2.16",
+ "thiserror",
+]
+
+[[package]]
+name = "regex"
+version = "1.9.5"
+source = "registry+https://github.com/rust-lang/crates.io-index"
+checksum = "697061221ea1b4a94a624f67d0ae2bfe4e22b8a17b6a192afb11046542cc8c47"
+dependencies = [
+ "aho-corasick",
+ "memchr",
+ "regex-automata",
+ "regex-syntax 0.7.5",
+]
+
+[[package]]
+name = "regex-automata"
+version = "0.3.8"
+source = "registry+https://github.com/rust-lang/crates.io-index"
+checksum = "c2f401f4955220693b56f8ec66ee9c78abffd8d1c4f23dc41a23839eb88f0795"
+dependencies = [
+ "aho-corasick",
+ "memchr",
+ "regex-syntax 0.7.5",
+]
+
+[[package]]
+name = "regex-syntax"
+version = "0.6.29"
+source = "registry+https://github.com/rust-lang/crates.io-index"
+checksum = "f162c6dd7b008981e4d40210aca20b4bd0f9b60ca9271061b07f78537722f2e1"
+
+[[package]]
+name = "regex-syntax"
+version = "0.7.5"
+source = "registry+https://github.com/rust-lang/crates.io-index"
+checksum = "dbb5fb1acd8a1a18b3dd5be62d25485eb770e05afb408a9627d14d451bae12da"
+
+[[package]]
+name = "rend"
+version = "0.4.0"
+source = "registry+https://github.com/rust-lang/crates.io-index"
+checksum = "581008d2099240d37fb08d77ad713bcaec2c4d89d50b5b21a8bb1996bbab68ab"
+dependencies = [
+ "bytecheck",
+]
+
+[[package]]
+name = "reqwest"
+version = "0.11.20"
+source = "registry+https://github.com/rust-lang/crates.io-index"
+checksum = "3e9ad3fe7488d7e34558a2033d45a0c90b72d97b4f80705666fea71472e2e6a1"
+dependencies = [
+ "base64 0.21.3",
+ "bytes",
+ "encoding_rs",
+ "futures-core",
+ "futures-util",
+ "h2",
+ "http",
+ "http-body",
+ "hyper",
+ "hyper-rustls 0.24.1",
+ "ipnet",
+ "js-sys",
+ "log",
+ "mime",
+ "once_cell",
+ "percent-encoding",
+ "pin-project-lite",
+ "rustls 0.21.7",
+ "rustls-pemfile 1.0.3",
+ "serde",
+ "serde_json",
+ "serde_urlencoded",
+ "tokio",
+ "tokio-rustls 0.24.1",
+ "tower-service",
+ "url",
+ "wasm-bindgen",
+ "wasm-bindgen-futures",
+ "web-sys",
+ "webpki-roots",
+ "winreg",
+]
+
+[[package]]
+name = "rgb"
+version = "0.8.36"
+source = "registry+https://github.com/rust-lang/crates.io-index"
+checksum = "20ec2d3e3fc7a92ced357df9cebd5a10b6fb2aa1ee797bf7e9ce2f17dffc8f59"
+dependencies = [
+ "bytemuck",
+]
+
+[[package]]
+name = "ring"
+version = "0.16.20"
+source = "registry+https://github.com/rust-lang/crates.io-index"
+checksum = "3053cf52e236a3ed746dfc745aa9cacf1b791d846bdaf412f60a8d7d6e17c8fc"
+dependencies = [
+ "cc",
+ "libc",
+ "once_cell",
+ "spin",
+ "untrusted",
+ "web-sys",
+ "winapi",
+]
+
+[[package]]
+name = "rkyv"
+version = "0.7.42"
+source = "registry+https://github.com/rust-lang/crates.io-index"
+checksum = "0200c8230b013893c0b2d6213d6ec64ed2b9be2e0e016682b7224ff82cff5c58"
+dependencies = [
+ "bitvec",
+ "bytecheck",
+ "hashbrown 0.12.3",
+ "ptr_meta",
+ "rend",
+ "rkyv_derive",
+ "seahash",
+ "tinyvec",
+ "uuid 1.4.1",
+]
+
+[[package]]
+name = "rkyv_derive"
+version = "0.7.42"
+source = "registry+https://github.com/rust-lang/crates.io-index"
+checksum = "b2e06b915b5c230a17d7a736d1e2e63ee753c256a8614ef3f5147b13a4f5541d"
+dependencies = [
+ "proc-macro2",
+ "quote",
+ "syn 1.0.109",
+]
+
+[[package]]
+name = "rusqlite"
+version = "0.27.0"
+source = "registry+https://github.com/rust-lang/crates.io-index"
+checksum = "85127183a999f7db96d1a976a309eebbfb6ea3b0b400ddd8340190129de6eb7a"
+dependencies = [
+ "bitflags 1.3.2",
+ "chrono",
+ "fallible-iterator",
+ "fallible-streaming-iterator",
+ "hashlink",
+ "libsqlite3-sys",
+ "memchr",
+ "smallvec",
+]
+
+[[package]]
+name = "rust_decimal"
+version = "1.32.0"
+source = "registry+https://github.com/rust-lang/crates.io-index"
+checksum = "a4c4216490d5a413bc6d10fa4742bd7d4955941d062c0ef873141d6b0e7b30fd"
+dependencies = [
+ "arrayvec",
+ "borsh",
+ "bytes",
+ "num-traits",
+ "postgres",
+ "rand 0.8.5",
+ "rkyv",
+ "serde",
+ "serde_json",
+]
+
+[[package]]
+name = "rust_decimal_macros"
+version = "1.32.0"
+source = "registry+https://github.com/rust-lang/crates.io-index"
+checksum = "86444b802de0b10ac5e563b5ddb43b541b9705de4e01a50e82194d2b183c1835"
+dependencies = [
+ "quote",
+ "rust_decimal",
+]
+
+[[package]]
+name = "rustc-demangle"
+version = "0.1.23"
+source = "registry+https://github.com/rust-lang/crates.io-index"
+checksum = "d626bb9dae77e28219937af045c257c28bfd3f69333c512553507f5f9798cb76"
+
+[[package]]
+name = "rustc-hash"
+version = "1.1.0"
+source = "registry+https://github.com/rust-lang/crates.io-index"
+checksum = "08d43f7aa6b08d49f382cde6a7982047c3426db949b1424bc4b7ec9ae12c6ce2"
+
+[[package]]
+name = "rustc_version"
+version = "0.4.0"
+source = "registry+https://github.com/rust-lang/crates.io-index"
+checksum = "bfa0f585226d2e68097d4f95d113b15b83a82e819ab25717ec0590d9584ef366"
+dependencies = [
+ "semver",
+]
+
+[[package]]
+name = "rustix"
+version = "0.38.11"
+source = "registry+https://github.com/rust-lang/crates.io-index"
+checksum = "c0c3dde1fc030af041adc40e79c0e7fbcf431dd24870053d187d7c66e4b87453"
+dependencies = [
+ "bitflags 2.4.0",
+ "errno",
+ "libc",
+ "linux-raw-sys",
+ "windows-sys",
+]
+
+[[package]]
+name = "rustls"
+version = "0.20.9"
+source = "registry+https://github.com/rust-lang/crates.io-index"
+checksum = "1b80e3dec595989ea8510028f30c408a4630db12c9cbb8de34203b89d6577e99"
+dependencies = [
+ "log",
+ "ring",
+ "sct",
+ "webpki",
+]
+
+[[package]]
+name = "rustls"
+version = "0.21.7"
+source = "registry+https://github.com/rust-lang/crates.io-index"
+checksum = "cd8d6c9f025a446bc4d18ad9632e69aec8f287aa84499ee335599fabd20c3fd8"
+dependencies = [
+ "log",
+ "ring",
+ "rustls-webpki",
+ "sct",
+]
+
+[[package]]
+name = "rustls-native-certs"
+version = "0.6.3"
+source = "registry+https://github.com/rust-lang/crates.io-index"
+checksum = "a9aace74cb666635c918e9c12bc0d348266037aa8eb599b5cba565709a8dff00"
+dependencies = [
+ "openssl-probe",
+ "rustls-pemfile 1.0.3",
+ "schannel",
+ "security-framework",
+]
+
+[[package]]
+name = "rustls-pemfile"
+version = "0.3.0"
+source = "registry+https://github.com/rust-lang/crates.io-index"
+checksum = "1ee86d63972a7c661d1536fefe8c3c8407321c3df668891286de28abcd087360"
+dependencies = [
+ "base64 0.13.1",
+]
+
+[[package]]
+name = "rustls-pemfile"
+version = "1.0.3"
+source = "registry+https://github.com/rust-lang/crates.io-index"
+checksum = "2d3987094b1d07b653b7dfdc3f70ce9a1da9c51ac18c1b06b662e4f9a0e9f4b2"
+dependencies = [
+ "base64 0.21.3",
+]
+
+[[package]]
+name = "rustls-webpki"
+version = "0.101.4"
+source = "registry+https://github.com/rust-lang/crates.io-index"
+checksum = "7d93931baf2d282fff8d3a532bbfd7653f734643161b87e3e01e59a04439bf0d"
+dependencies = [
+ "ring",
+ "untrusted",
+]
+
+[[package]]
+name = "rustversion"
+version = "1.0.14"
+source = "registry+https://github.com/rust-lang/crates.io-index"
+checksum = "7ffc183a10b4478d04cbbbfc96d0873219d962dd5accaff2ffbd4ceb7df837f4"
+
+[[package]]
+name = "ryu"
+version = "1.0.15"
+source = "registry+https://github.com/rust-lang/crates.io-index"
+checksum = "1ad4cc8da4ef723ed60bced201181d83791ad433213d8c24efffda1eec85d741"
+
+[[package]]
+name = "same-file"
+version = "1.0.6"
+source = "registry+https://github.com/rust-lang/crates.io-index"
+checksum = "93fc1dc3aaa9bfed95e02e6eadabb4baf7e3078b0bd1b4d7b6b0b68378900502"
+dependencies = [
+ "winapi-util",
+]
+
+[[package]]
+name = "saturating"
+version = "0.1.0"
+source = "registry+https://github.com/rust-lang/crates.io-index"
+checksum = "ece8e78b2f38ec51c51f5d475df0a7187ba5111b2a28bdc761ee05b075d40a71"
+
+[[package]]
+name = "schannel"
+version = "0.1.22"
+source = "registry+https://github.com/rust-lang/crates.io-index"
+checksum = "0c3733bf4cf7ea0880754e19cb5a462007c4a8c1914bff372ccc95b464f1df88"
+dependencies = [
+ "windows-sys",
+]
+
+[[package]]
+name = "scheduled-thread-pool"
+version = "0.2.7"
+source = "registry+https://github.com/rust-lang/crates.io-index"
+checksum = "3cbc66816425a074528352f5789333ecff06ca41b36b0b0efdfbb29edc391a19"
+dependencies = [
+ "parking_lot 0.12.1",
+]
+
+[[package]]
+name = "scopeguard"
+version = "1.2.0"
+source = "registry+https://github.com/rust-lang/crates.io-index"
+checksum = "94143f37725109f92c262ed2cf5e59bce7498c01bcc1502d7b9afe439a4e9f49"
+
+[[package]]
+name = "sct"
+version = "0.7.0"
+source = "registry+https://github.com/rust-lang/crates.io-index"
+checksum = "d53dcdb7c9f8158937a7981b48accfd39a43af418591a5d008c7b22b5e1b7ca4"
+dependencies = [
+ "ring",
+ "untrusted",
+]
+
+[[package]]
+name = "seahash"
+version = "4.1.0"
+source = "registry+https://github.com/rust-lang/crates.io-index"
+checksum = "1c107b6f4780854c8b126e228ea8869f4d7b71260f962fefb57b996b8959ba6b"
+
+[[package]]
+name = "security-framework"
+version = "2.9.2"
+source = "registry+https://github.com/rust-lang/crates.io-index"
+checksum = "05b64fb303737d99b81884b2c63433e9ae28abebe5eb5045dcdd175dc2ecf4de"
+dependencies = [
+ "bitflags 1.3.2",
+ "core-foundation",
+ "core-foundation-sys",
+ "libc",
+ "security-framework-sys",
+]
+
+[[package]]
+name = "security-framework-sys"
+version = "2.9.1"
+source = "registry+https://github.com/rust-lang/crates.io-index"
+checksum = "e932934257d3b408ed8f30db49d85ea163bfe74961f017f405b025af298f0c7a"
+dependencies = [
+ "core-foundation-sys",
+ "libc",
+]
+
+[[package]]
+name = "semver"
+version = "1.0.18"
+source = "registry+https://github.com/rust-lang/crates.io-index"
+checksum = "b0293b4b29daaf487284529cc2f5675b8e57c61f70167ba415a463651fd6a918"
+dependencies = [
+ "serde",
+]
+
+[[package]]
+name = "seq-macro"
+version = "0.3.5"
+source = "registry+https://github.com/rust-lang/crates.io-index"
+checksum = "a3f0bf26fd526d2a95683cd0f87bf103b8539e2ca1ef48ce002d67aad59aa0b4"
+
+[[package]]
+name = "serde"
+version = "1.0.188"
+source = "registry+https://github.com/rust-lang/crates.io-index"
+checksum = "cf9e0fcba69a370eed61bcf2b728575f726b50b55cba78064753d708ddc7549e"
+dependencies = [
+ "serde_derive",
+]
+
+[[package]]
+name = "serde_cbor"
+version = "0.11.2"
+source = "registry+https://github.com/rust-lang/crates.io-index"
+checksum = "2bef2ebfde456fb76bbcf9f59315333decc4fda0b2b44b420243c11e0f5ec1f5"
+dependencies = [
+ "half 1.8.2",
+ "serde",
+]
+
+[[package]]
+name = "serde_derive"
+version = "1.0.188"
+source = "registry+https://github.com/rust-lang/crates.io-index"
+checksum = "4eca7ac642d82aa35b60049a6eccb4be6be75e599bd2e9adb5f875a737654af2"
+dependencies = [
+ "proc-macro2",
+ "quote",
+ "syn 2.0.31",
+]
+
+[[package]]
+name = "serde_json"
+version = "1.0.105"
+source = "registry+https://github.com/rust-lang/crates.io-index"
+checksum = "693151e1ac27563d6dbcec9dee9fbd5da8539b20fa14ad3752b2e6d363ace360"
+dependencies = [
+ "itoa",
+ "ryu",
+ "serde",
+]
+
+[[package]]
+name = "serde_urlencoded"
+version = "0.7.1"
+source = "registry+https://github.com/rust-lang/crates.io-index"
+checksum = "d3491c14715ca2294c4d6a88f15e84739788c1d030eed8c110436aafdaa2f3fd"
+dependencies = [
+ "form_urlencoded",
+ "itoa",
+ "ryu",
+ "serde",
+]
+
+[[package]]
+name = "sha1"
+version = "0.10.5"
+source = "registry+https://github.com/rust-lang/crates.io-index"
+checksum = "f04293dc80c3993519f2d7f6f511707ee7094fe0c6d3406feb330cdb3540eba3"
+dependencies = [
+ "cfg-if 1.0.0",
+ "cpufeatures",
+ "digest",
+]
+
+[[package]]
+name = "sha2"
+version = "0.10.7"
+source = "registry+https://github.com/rust-lang/crates.io-index"
+checksum = "479fb9d862239e610720565ca91403019f2f00410f1864c5aa7479b950a76ed8"
+dependencies = [
+ "cfg-if 1.0.0",
+ "cpufeatures",
+ "digest",
+]
+
+[[package]]
+name = "shlex"
+version = "1.2.0"
+source = "registry+https://github.com/rust-lang/crates.io-index"
+checksum = "a7cee0529a6d40f580e7a5e6c495c8fbfe21b7b52795ed4bb5e62cdf92bc6380"
+
+[[package]]
+name = "signal-hook"
+version = "0.3.17"
+source = "registry+https://github.com/rust-lang/crates.io-index"
+checksum = "8621587d4798caf8eb44879d42e56b9a93ea5dcd315a6487c357130095b62801"
+dependencies = [
+ "libc",
+ "signal-hook-registry",
+]
+
+[[package]]
+name = "signal-hook-mio"
+version = "0.2.3"
+source = "registry+https://github.com/rust-lang/crates.io-index"
+checksum = "29ad2e15f37ec9a6cc544097b78a1ec90001e9f71b81338ca39f430adaca99af"
+dependencies = [
+ "libc",
+ "mio",
+ "signal-hook",
+]
+
+[[package]]
+name = "signal-hook-registry"
+version = "1.4.1"
+source = "registry+https://github.com/rust-lang/crates.io-index"
+checksum = "d8229b473baa5980ac72ef434c4415e70c4b5e71b423043adb4ba059f89c99a1"
+dependencies = [
+ "libc",
+]
+
+[[package]]
+name = "simdutf8"
+version = "0.1.4"
+source = "registry+https://github.com/rust-lang/crates.io-index"
+checksum = "f27f6278552951f1f2b8cf9da965d10969b2efdea95a6ec47987ab46edfe263a"
+
+[[package]]
+name = "siphasher"
+version = "0.3.11"
+source = "registry+https://github.com/rust-lang/crates.io-index"
+checksum = "38b58827f4464d87d377d175e90bf58eb00fd8716ff0a62f80356b5e61555d0d"
+
+[[package]]
+name = "slab"
+version = "0.4.9"
+source = "registry+https://github.com/rust-lang/crates.io-index"
+checksum = "8f92a496fb766b417c996b9c5e57daf2f7ad3b0bebe1ccfca4856390e3d3bb67"
+dependencies = [
+ "autocfg",
+]
+
+[[package]]
+name = "smallvec"
+version = "1.11.0"
+source = "registry+https://github.com/rust-lang/crates.io-index"
+checksum = "62bb4feee49fdd9f707ef802e22365a35de4b7b299de4763d44bfea899442ff9"
+
+[[package]]
+name = "smartstring"
+version = "1.0.1"
+source = "registry+https://github.com/rust-lang/crates.io-index"
+checksum = "3fb72c633efbaa2dd666986505016c32c3044395ceaf881518399d2f4127ee29"
+dependencies = [
+ "autocfg",
+ "static_assertions",
+ "version_check",
+]
+
+[[package]]
+name = "snafu"
+version = "0.7.5"
+source = "registry+https://github.com/rust-lang/crates.io-index"
+checksum = "e4de37ad025c587a29e8f3f5605c00f70b98715ef90b9061a815b9e59e9042d6"
+dependencies = [
+ "doc-comment",
+ "snafu-derive",
+]
+
+[[package]]
+name = "snafu-derive"
+version = "0.7.5"
+source = "registry+https://github.com/rust-lang/crates.io-index"
+checksum = "990079665f075b699031e9c08fd3ab99be5029b96f3b78dc0709e8f77e4efebf"
+dependencies = [
+ "heck 0.4.1",
+ "proc-macro2",
+ "quote",
+ "syn 1.0.109",
+]
+
+[[package]]
+name = "snap"
+version = "1.1.0"
+source = "registry+https://github.com/rust-lang/crates.io-index"
+checksum = "5e9f0ab6ef7eb7353d9119c170a436d1bf248eea575ac42d19d12f4e34130831"
+
+[[package]]
+name = "socket2"
+version = "0.4.9"
+source = "registry+https://github.com/rust-lang/crates.io-index"
+checksum = "64a4a911eed85daf18834cfaa86a79b7d266ff93ff5ba14005426219480ed662"
+dependencies = [
+ "libc",
+ "winapi",
+]
+
+[[package]]
+name = "socket2"
+version = "0.5.3"
+source = "registry+https://github.com/rust-lang/crates.io-index"
+checksum = "2538b18701741680e0322a2302176d3253a35388e2e62f172f64f4f16605f877"
+dependencies = [
+ "libc",
+ "windows-sys",
+]
+
+[[package]]
+name = "spin"
+version = "0.5.2"
+source = "registry+https://github.com/rust-lang/crates.io-index"
+checksum = "6e63cff320ae2c57904679ba7cb63280a3dc4613885beafb148ee7bf9aa9042d"
+
+[[package]]
+name = "sqlparser"
+version = "0.11.0"
+source = "registry+https://github.com/rust-lang/crates.io-index"
+checksum = "10e1ce16b71375ad72d28d111131069ce0d5f8603f4f86d8acd3456b41b57a51"
+dependencies = [
+ "log",
+]
+
+[[package]]
+name = "sqlparser"
+version = "0.34.0"
+source = "registry+https://github.com/rust-lang/crates.io-index"
+checksum = "37d3706eefb17039056234df6b566b0014f303f867f2656108334a55b8096f59"
+dependencies = [
+ "log",
+ "sqlparser_derive",
+]
+
+[[package]]
+name = "sqlparser"
+version = "0.36.1"
+source = "registry+https://github.com/rust-lang/crates.io-index"
+checksum = "2eaa1e88e78d2c2460d78b7dc3f0c08dbb606ab4222f9aff36f420d36e307d87"
+dependencies = [
+ "log",
+]
+
+[[package]]
+name = "sqlparser_derive"
+version = "0.1.1"
+source = "registry+https://github.com/rust-lang/crates.io-index"
+checksum = "55fe75cb4a364c7f7ae06c7dbbc8d84bddd85d6cdf9975963c3935bc1991761e"
+dependencies = [
+ "proc-macro2",
+ "quote",
+ "syn 1.0.109",
+]
+
+[[package]]
+name = "stable_deref_trait"
+version = "1.2.0"
+source = "registry+https://github.com/rust-lang/crates.io-index"
+checksum = "a8f112729512f8e442d81f95a8a7ddf2b7c6b8a1a6f509a95864142b30cab2d3"
+
+[[package]]
+name = "static_assertions"
+version = "1.1.0"
+source = "registry+https://github.com/rust-lang/crates.io-index"
+checksum = "a2eb9349b6444b326872e140eb1cf5e7c522154d69e7a0ffb0fb81c06b37543f"
+
+[[package]]
+name = "str_stack"
+version = "0.1.0"
+source = "registry+https://github.com/rust-lang/crates.io-index"
+checksum = "9091b6114800a5f2141aee1d1b9d6ca3592ac062dc5decb3764ec5895a47b4eb"
+
+[[package]]
+name = "strength_reduce"
+version = "0.2.4"
+source = "registry+https://github.com/rust-lang/crates.io-index"
+checksum = "fe895eb47f22e2ddd4dabc02bce419d2e643c8e3b585c78158b349195bc24d82"
+
+[[package]]
+name = "stringprep"
+version = "0.1.4"
+source = "registry+https://github.com/rust-lang/crates.io-index"
+checksum = "bb41d74e231a107a1b4ee36bd1214b11285b77768d2e3824aedafa988fd36ee6"
+dependencies = [
+ "finl_unicode",
+ "unicode-bidi",
+ "unicode-normalization",
+]
+
+[[package]]
+name = "strsim"
+version = "0.8.0"
+source = "registry+https://github.com/rust-lang/crates.io-index"
+checksum = "8ea5119cdb4c55b55d432abb513a0429384878c15dde60cc77b1c99de1a95a6a"
+
+[[package]]
+name = "strsim"
+version = "0.10.0"
+source = "registry+https://github.com/rust-lang/crates.io-index"
+checksum = "73473c0e59e6d5812c5dfe2a064a6444949f089e20eec9a2e5506596494e4623"
+
+[[package]]
+name = "strum"
+version = "0.24.1"
+source = "registry+https://github.com/rust-lang/crates.io-index"
+checksum = "063e6045c0e62079840579a7e47a355ae92f60eb74daaf156fb1e84ba164e63f"
+dependencies = [
+ "strum_macros 0.24.3",
+]
+
+[[package]]
+name = "strum_macros"
+version = "0.24.3"
+source = "registry+https://github.com/rust-lang/crates.io-index"
+checksum = "1e385be0d24f186b4ce2f9982191e7101bb737312ad61c1f2f984f34bcf85d59"
+dependencies = [
+ "heck 0.4.1",
+ "proc-macro2",
+ "quote",
+ "rustversion",
+ "syn 1.0.109",
+]
+
+[[package]]
+name = "strum_macros"
+version = "0.25.2"
+source = "registry+https://github.com/rust-lang/crates.io-index"
+checksum = "ad8d03b598d3d0fff69bf533ee3ef19b8eeb342729596df84bcc7e1f96ec4059"
+dependencies = [
+ "heck 0.4.1",
+ "proc-macro2",
+ "quote",
+ "rustversion",
+ "syn 2.0.31",
+]
+
+[[package]]
+name = "subprocess"
+version = "0.2.9"
+source = "registry+https://github.com/rust-lang/crates.io-index"
+checksum = "0c2e86926081dda636c546d8c5e641661049d7562a68f5488be4a1f7f66f6086"
+dependencies = [
+ "libc",
+ "winapi",
+]
+
+[[package]]
+name = "subtle"
+version = "2.5.0"
+source = "registry+https://github.com/rust-lang/crates.io-index"
+checksum = "81cdd64d312baedb58e21336b31bc043b77e01cc99033ce76ef539f78e965ebc"
+
+[[package]]
+name = "symbolic-common"
+version = "8.8.0"
+source = "registry+https://github.com/rust-lang/crates.io-index"
+checksum = "f551f902d5642e58039aee6a9021a61037926af96e071816361644983966f540"
+dependencies = [
+ "debugid",
+ "memmap2 0.5.10",
+ "stable_deref_trait",
+ "uuid 0.8.2",
+]
+
+[[package]]
+name = "symbolic-demangle"
+version = "8.8.0"
+source = "registry+https://github.com/rust-lang/crates.io-index"
+checksum = "4564ca7b4e6eb14105aa8bbbce26e080f6b5d9c4373e67167ab31f7b86443750"
+dependencies = [
+ "cpp_demangle",
+ "rustc-demangle",
+ "symbolic-common",
+]
+
+[[package]]
+name = "syn"
+version = "1.0.109"
+source = "registry+https://github.com/rust-lang/crates.io-index"
+checksum = "72b64191b275b66ffe2469e8af2c1cfe3bafa67b529ead792a6d0160888b4237"
+dependencies = [
+ "proc-macro2",
+ "quote",
+ "unicode-ident",
+]
+
+[[package]]
+name = "syn"
+version = "2.0.31"
+source = "registry+https://github.com/rust-lang/crates.io-index"
+checksum = "718fa2415bcb8d8bd775917a1bf12a7931b6dfa890753378538118181e0cb398"
+dependencies = [
+ "proc-macro2",
+ "quote",
+ "unicode-ident",
+]
+
+[[package]]
+name = "sysinfo"
+version = "0.29.10"
+source = "registry+https://github.com/rust-lang/crates.io-index"
+checksum = "0a18d114d420ada3a891e6bc8e96a2023402203296a47cdd65083377dad18ba5"
+dependencies = [
+ "cfg-if 1.0.0",
+ "core-foundation-sys",
+ "libc",
+ "ntapi",
+ "once_cell",
+ "winapi",
+]
+
+[[package]]
+name = "tap"
+version = "1.0.1"
+source = "registry+https://github.com/rust-lang/crates.io-index"
+checksum = "55937e1799185b12863d447f42597ed69d9928686b8d88a1df17376a097d8369"
+
+[[package]]
+name = "target-features"
+version = "0.1.4"
+source = "registry+https://github.com/rust-lang/crates.io-index"
+checksum = "06f6b473c37f9add4cf1df5b4d66a8ef58ab6c895f1a3b3f949cf3e21230140e"
+
+[[package]]
+name = "tempfile"
+version = "3.8.0"
+source = "registry+https://github.com/rust-lang/crates.io-index"
+checksum = "cb94d2f3cc536af71caac6b6fcebf65860b347e7ce0cc9ebe8f70d3e521054ef"
+dependencies = [
+ "cfg-if 1.0.0",
+ "fastrand",
+ "redox_syscall 0.3.5",
+ "rustix",
+ "windows-sys",
+]
+
+[[package]]
+name = "termcolor"
+version = "1.2.0"
+source = "registry+https://github.com/rust-lang/crates.io-index"
+checksum = "be55cf8942feac5c765c2c993422806843c9a9a45d4d5c407ad6dd2ea95eb9b6"
+dependencies = [
+ "winapi-util",
+]
+
+[[package]]
+name = "textwrap"
+version = "0.11.0"
+source = "registry+https://github.com/rust-lang/crates.io-index"
+checksum = "d326610f408c7a4eb6f51c37c330e496b08506c9457c9d34287ecc38809fb060"
+dependencies = [
+ "unicode-width",
+]
+
+[[package]]
+name = "thiserror"
+version = "1.0.48"
+source = "registry+https://github.com/rust-lang/crates.io-index"
+checksum = "9d6d7a740b8a666a7e828dd00da9c0dc290dff53154ea77ac109281de90589b7"
+dependencies = [
+ "thiserror-impl",
+]
+
+[[package]]
+name = "thiserror-impl"
+version = "1.0.48"
+source = "registry+https://github.com/rust-lang/crates.io-index"
+checksum = "49922ecae66cc8a249b77e68d1d0623c1b2c514f0060c27cdc68bd62a1219d35"
+dependencies = [
+ "proc-macro2",
+ "quote",
+ "syn 2.0.31",
+]
+
+[[package]]
+name = "thrift"
+version = "0.17.0"
+source = "registry+https://github.com/rust-lang/crates.io-index"
+checksum = "7e54bc85fc7faa8bc175c4bab5b92ba8d9a3ce893d0e9f42cc455c8ab16a9e09"
+dependencies = [
+ "byteorder",
+ "integer-encoding",
+ "ordered-float",
+]
+
+[[package]]
+name = "tiberius"
+version = "0.5.16"
+source = "registry+https://github.com/rust-lang/crates.io-index"
+checksum = "e08c782c165a53700c17e4b15a1f6facc21e40a6a80402c518e0f3a2c3fcedd4"
+dependencies = [
+ "async-native-tls",
+ "async-stream 0.2.1",
+ "async-trait",
+ "asynchronous-codec",
+ "byteorder",
+ "bytes",
+ "chrono",
+ "connection-string",
+ "encoding",
+ "enumflags2",
+ "futures",
+ "futures-sink",
+ "futures-util",
+ "libgssapi",
+ "num-traits",
+ "once_cell",
+ "opentls",
+ "pin-project-lite",
+ "pretty-hex",
+ "rust_decimal",
+ "thiserror",
+ "tracing",
+ "uuid 0.8.2",
+ "winauth",
+]
+
+[[package]]
+name = "time"
+version = "0.1.45"
+source = "registry+https://github.com/rust-lang/crates.io-index"
+checksum = "1b797afad3f312d1c66a56d11d0316f916356d11bd158fbc6ca6389ff6bf805a"
+dependencies = [
+ "libc",
+ "wasi 0.10.0+wasi-snapshot-preview1",
+ "winapi",
+]
+
+[[package]]
+name = "time"
+version = "0.3.28"
+source = "registry+https://github.com/rust-lang/crates.io-index"
+checksum = "17f6bb557fd245c28e6411aa56b6403c689ad95061f50e4be16c274e70a17e48"
+dependencies = [
+ "deranged",
+ "itoa",
+ "libc",
+ "num_threads",
+ "serde",
+ "time-core",
+ "time-macros",
+]
+
+[[package]]
+name = "time-core"
+version = "0.1.1"
+source = "registry+https://github.com/rust-lang/crates.io-index"
+checksum = "7300fbefb4dadc1af235a9cef3737cea692a9d97e1b9cbcd4ebdae6f8868e6fb"
+
+[[package]]
+name = "time-macros"
+version = "0.2.14"
+source = "registry+https://github.com/rust-lang/crates.io-index"
+checksum = "1a942f44339478ef67935ab2bbaec2fb0322496cf3cbe84b261e06ac3814c572"
+dependencies = [
+ "time-core",
+]
+
+[[package]]
+name = "tiny-keccak"
+version = "2.0.2"
+source = "registry+https://github.com/rust-lang/crates.io-index"
+checksum = "2c9d3793400a45f954c52e73d068316d76b6f4e36977e3fcebb13a2721e80237"
+dependencies = [
+ "crunchy",
+]
+
+[[package]]
+name = "tinytemplate"
+version = "1.2.1"
+source = "registry+https://github.com/rust-lang/crates.io-index"
+checksum = "be4d6b5f19ff7664e8c98d03e2139cb510db9b0a60b55f8e8709b689d939b6bc"
+dependencies = [
+ "serde",
+ "serde_json",
+]
+
+[[package]]
+name = "tinyvec"
+version = "1.6.0"
+source = "registry+https://github.com/rust-lang/crates.io-index"
+checksum = "87cc5ceb3875bb20c2890005a4e226a4651264a5c75edb2421b52861a0a0cb50"
+dependencies = [
+ "tinyvec_macros",
+]
+
+[[package]]
+name = "tinyvec_macros"
+version = "0.1.1"
+source = "registry+https://github.com/rust-lang/crates.io-index"
+checksum = "1f3ccbac311fea05f86f61904b462b55fb3df8837a366dfc601a0161d0532f20"
+
+[[package]]
+name = "tokio"
+version = "1.32.0"
+source = "registry+https://github.com/rust-lang/crates.io-index"
+checksum = "17ed6077ed6cd6c74735e21f37eb16dc3935f96878b1fe961074089cc80893f9"
+dependencies = [
+ "backtrace",
+ "bytes",
+ "libc",
+ "mio",
+ "num_cpus",
+ "parking_lot 0.12.1",
+ "pin-project-lite",
+ "socket2 0.5.3",
+ "tokio-macros",
+ "windows-sys",
+]
+
+[[package]]
+name = "tokio-macros"
+version = "2.1.0"
+source = "registry+https://github.com/rust-lang/crates.io-index"
+checksum = "630bdcf245f78637c13ec01ffae6187cca34625e8c63150d424b59e55af2675e"
+dependencies = [
+ "proc-macro2",
+ "quote",
+ "syn 2.0.31",
+]
+
+[[package]]
+name = "tokio-native-tls"
+version = "0.3.1"
+source = "registry+https://github.com/rust-lang/crates.io-index"
+checksum = "bbae76ab933c85776efabc971569dd6119c580d8f5d448769dec1764bf796ef2"
+dependencies = [
+ "native-tls",
+ "tokio",
+]
+
+[[package]]
+name = "tokio-openssl"
+version = "0.6.3"
+source = "registry+https://github.com/rust-lang/crates.io-index"
+checksum = "c08f9ffb7809f1b20c1b398d92acf4cc719874b3b2b2d9ea2f09b4a80350878a"
+dependencies = [
+ "futures-util",
+ "openssl",
+ "openssl-sys",
+ "tokio",
+]
+
+[[package]]
+name = "tokio-postgres"
+version = "0.7.10"
+source = "registry+https://github.com/rust-lang/crates.io-index"
+checksum = "d340244b32d920260ae7448cb72b6e238bddc3d4f7603394e7dd46ed8e48f5b8"
+dependencies = [
+ "async-trait",
+ "byteorder",
+ "bytes",
+ "fallible-iterator",
+ "futures-channel",
+ "futures-util",
+ "log",
+ "parking_lot 0.12.1",
+ "percent-encoding",
+ "phf",
+ "pin-project-lite",
+ "postgres-protocol",
+ "postgres-types",
+ "rand 0.8.5",
+ "socket2 0.5.3",
+ "tokio",
+ "tokio-util 0.7.8",
+ "whoami",
+]
+
+[[package]]
+name = "tokio-rustls"
+version = "0.23.4"
+source = "registry+https://github.com/rust-lang/crates.io-index"
+checksum = "c43ee83903113e03984cb9e5cebe6c04a5116269e900e3ddba8f068a62adda59"
+dependencies = [
+ "rustls 0.20.9",
+ "tokio",
+ "webpki",
+]
+
+[[package]]
+name = "tokio-rustls"
+version = "0.24.1"
+source = "registry+https://github.com/rust-lang/crates.io-index"
+checksum = "c28327cf380ac148141087fbfb9de9d7bd4e84ab5d2c28fbc911d753de8a7081"
+dependencies = [
+ "rustls 0.21.7",
+ "tokio",
+]
+
+[[package]]
+name = "tokio-stream"
+version = "0.1.14"
+source = "registry+https://github.com/rust-lang/crates.io-index"
+checksum = "397c988d37662c7dda6d2208364a706264bf3d6138b11d436cbac0ad38832842"
+dependencies = [
+ "futures-core",
+ "pin-project-lite",
+ "tokio",
+]
+
+[[package]]
+name = "tokio-util"
+version = "0.6.10"
+source = "registry+https://github.com/rust-lang/crates.io-index"
+checksum = "36943ee01a6d67977dd3f84a5a1d2efeb4ada3a1ae771cadfaa535d9d9fc6507"
+dependencies = [
+ "bytes",
+ "futures-core",
+ "futures-io",
+ "futures-sink",
+ "log",
+ "pin-project-lite",
+ "tokio",
+]
+
+[[package]]
+name = "tokio-util"
+version = "0.7.8"
+source = "registry+https://github.com/rust-lang/crates.io-index"
+checksum = "806fe8c2c87eccc8b3267cbae29ed3ab2d0bd37fca70ab622e46aaa9375ddb7d"
+dependencies = [
+ "bytes",
+ "futures-core",
+ "futures-sink",
+ "pin-project-lite",
+ "tokio",
+ "tracing",
+]
+
+[[package]]
+name = "toml"
+version = "0.5.11"
+source = "registry+https://github.com/rust-lang/crates.io-index"
+checksum = "f4f7f0dd8d50a853a531c426359045b1998f04219d88799810762cd4ad314234"
+dependencies = [
+ "serde",
+]
+
+[[package]]
+name = "tower-service"
+version = "0.3.2"
+source = "registry+https://github.com/rust-lang/crates.io-index"
+checksum = "b6bc1c9ce2b5135ac7f93c72918fc37feb872bdc6a5533a8b85eb4b86bfdae52"
+
+[[package]]
+name = "tracing"
+version = "0.1.37"
+source = "registry+https://github.com/rust-lang/crates.io-index"
+checksum = "8ce8c33a8d48bd45d624a6e523445fd21ec13d3653cd51f681abf67418f54eb8"
+dependencies = [
+ "cfg-if 1.0.0",
+ "log",
+ "pin-project-lite",
+ "tracing-attributes",
+ "tracing-core",
+]
+
+[[package]]
+name = "tracing-attributes"
+version = "0.1.26"
+source = "registry+https://github.com/rust-lang/crates.io-index"
+checksum = "5f4f31f56159e98206da9efd823404b79b6ef3143b4a7ab76e67b1751b25a4ab"
+dependencies = [
+ "proc-macro2",
+ "quote",
+ "syn 2.0.31",
+]
+
+[[package]]
+name = "tracing-core"
+version = "0.1.31"
+source = "registry+https://github.com/rust-lang/crates.io-index"
+checksum = "0955b8137a1df6f1a2e9a37d8a6656291ff0297c1a97c24e0d8425fe2312f79a"
+dependencies = [
+ "once_cell",
+]
+
+[[package]]
+name = "try-lock"
+version = "0.2.4"
+source = "registry+https://github.com/rust-lang/crates.io-index"
+checksum = "3528ecfd12c466c6f163363caf2d02a71161dd5e1cc6ae7b34207ea2d42d81ed"
+
+[[package]]
+name = "twox-hash"
+version = "1.6.3"
+source = "registry+https://github.com/rust-lang/crates.io-index"
+checksum = "97fee6b57c6a41524a810daee9286c02d7752c4253064d0b05472833a438f675"
+dependencies = [
+ "cfg-if 1.0.0",
+ "rand 0.8.5",
+ "static_assertions",
+]
+
+[[package]]
+name = "typenum"
+version = "1.16.0"
+source = "registry+https://github.com/rust-lang/crates.io-index"
+checksum = "497961ef93d974e23eb6f433eb5fe1b7930b659f06d12dec6fc44a8f554c0bba"
+
+[[package]]
+name = "unicode-bidi"
+version = "0.3.13"
+source = "registry+https://github.com/rust-lang/crates.io-index"
+checksum = "92888ba5573ff080736b3648696b70cafad7d250551175acbaa4e0385b3e1460"
+
+[[package]]
+name = "unicode-ident"
+version = "1.0.11"
+source = "registry+https://github.com/rust-lang/crates.io-index"
+checksum = "301abaae475aa91687eb82514b328ab47a211a533026cb25fc3e519b86adfc3c"
+
+[[package]]
+name = "unicode-normalization"
+version = "0.1.22"
+source = "registry+https://github.com/rust-lang/crates.io-index"
+checksum = "5c5713f0fc4b5db668a2ac63cdb7bb4469d8c9fed047b1d0292cc7b0ce2ba921"
+dependencies = [
+ "tinyvec",
+]
+
+[[package]]
+name = "unicode-segmentation"
+version = "1.10.1"
+source = "registry+https://github.com/rust-lang/crates.io-index"
+checksum = "1dd624098567895118886609431a7c3b8f516e41d30e0643f03d94592a147e36"
+
+[[package]]
+name = "unicode-width"
+version = "0.1.10"
+source = "registry+https://github.com/rust-lang/crates.io-index"
+checksum = "c0edd1e5b14653f783770bce4a4dabb4a5108a5370a5f5d8cfe8710c361f6c8b"
+
+[[package]]
+name = "unindent"
+version = "0.1.11"
+source = "registry+https://github.com/rust-lang/crates.io-index"
+checksum = "e1766d682d402817b5ac4490b3c3002d91dfa0d22812f341609f97b08757359c"
+
+[[package]]
+name = "untrusted"
+version = "0.7.1"
+source = "registry+https://github.com/rust-lang/crates.io-index"
+checksum = "a156c684c91ea7d62626509bce3cb4e1d9ed5c4d978f7b4352658f96a4c26b4a"
+
+[[package]]
+name = "url"
+version = "2.4.1"
+source = "registry+https://github.com/rust-lang/crates.io-index"
+checksum = "143b538f18257fac9cad154828a57c6bf5157e1aa604d4816b5995bf6de87ae5"
+dependencies = [
+ "form_urlencoded",
+ "idna",
+ "percent-encoding",
+]
+
+[[package]]
+name = "urlencoding"
+version = "2.1.3"
+source = "registry+https://github.com/rust-lang/crates.io-index"
+checksum = "daf8dba3b7eb870caf1ddeed7bc9d2a049f3cfdfae7cb521b087cc33ae4c49da"
+
+[[package]]
+name = "uuid"
+version = "0.8.2"
+source = "registry+https://github.com/rust-lang/crates.io-index"
+checksum = "bc5cf98d8186244414c848017f0e2676b3fcb46807f6668a97dfe67359a3c4b7"
+dependencies = [
+ "getrandom 0.2.10",
+ "md5 0.7.0",
+]
+
+[[package]]
+name = "uuid"
+version = "1.4.1"
+source = "registry+https://github.com/rust-lang/crates.io-index"
+checksum = "79daa5ed5740825c40b389c5e50312b9c86df53fccd33f281df655642b43869d"
+dependencies = [
+ "getrandom 0.2.10",
+]
+
+[[package]]
+name = "vcpkg"
+version = "0.2.15"
+source = "registry+https://github.com/rust-lang/crates.io-index"
+checksum = "accd4ea62f7bb7a82fe23066fb0957d48ef677f6eeb8215f372f52e48bb32426"
+
+[[package]]
+name = "vec_map"
+version = "0.8.2"
+source = "registry+https://github.com/rust-lang/crates.io-index"
+checksum = "f1bddf1187be692e79c5ffeab891132dfb0f236ed36a43c7ed39f1165ee20191"
+
+[[package]]
+name = "version_check"
+version = "0.9.4"
+source = "registry+https://github.com/rust-lang/crates.io-index"
+checksum = "49874b5167b65d7193b8aba1567f5c7d93d001cafc34600cee003eda787e483f"
+
+[[package]]
+name = "walkdir"
+version = "2.4.0"
+source = "registry+https://github.com/rust-lang/crates.io-index"
+checksum = "d71d857dc86794ca4c280d616f7da00d2dbfd8cd788846559a6813e6aa4b54ee"
+dependencies = [
+ "same-file",
+ "winapi-util",
+]
+
+[[package]]
+name = "want"
+version = "0.3.1"
+source = "registry+https://github.com/rust-lang/crates.io-index"
+checksum = "bfa7760aed19e106de2c7c0b581b509f2f25d3dacaf737cb82ac61bc6d760b0e"
+dependencies = [
+ "try-lock",
+]
+
+[[package]]
+name = "wasi"
+version = "0.9.0+wasi-snapshot-preview1"
+source = "registry+https://github.com/rust-lang/crates.io-index"
+checksum = "cccddf32554fecc6acb585f82a32a72e28b48f8c4c1883ddfeeeaa96f7d8e519"
+
+[[package]]
+name = "wasi"
+version = "0.10.0+wasi-snapshot-preview1"
+source = "registry+https://github.com/rust-lang/crates.io-index"
+checksum = "1a143597ca7c7793eff794def352d41792a93c481eb1042423ff7ff72ba2c31f"
+
+[[package]]
+name = "wasi"
+version = "0.11.0+wasi-snapshot-preview1"
+source = "registry+https://github.com/rust-lang/crates.io-index"
+checksum = "9c8d87e72b64a3b4db28d11ce29237c246188f4f51057d65a7eab63b7987e423"
+
+[[package]]
+name = "wasm-bindgen"
+version = "0.2.79"
+source = "registry+https://github.com/rust-lang/crates.io-index"
+checksum = "25f1af7423d8588a3d840681122e72e6a24ddbcb3f0ec385cac0d12d24256c06"
+dependencies = [
+ "cfg-if 1.0.0",
+ "wasm-bindgen-macro",
+]
+
+[[package]]
+name = "wasm-bindgen-backend"
+version = "0.2.79"
+source = "registry+https://github.com/rust-lang/crates.io-index"
+checksum = "8b21c0df030f5a177f3cba22e9bc4322695ec43e7257d865302900290bcdedca"
+dependencies = [
+ "bumpalo",
+ "lazy_static",
+ "log",
+ "proc-macro2",
+ "quote",
+ "syn 1.0.109",
+ "wasm-bindgen-shared",
+]
+
+[[package]]
+name = "wasm-bindgen-futures"
+version = "0.4.29"
+source = "registry+https://github.com/rust-lang/crates.io-index"
+checksum = "2eb6ec270a31b1d3c7e266b999739109abce8b6c87e4b31fcfcd788b65267395"
+dependencies = [
+ "cfg-if 1.0.0",
+ "js-sys",
+ "wasm-bindgen",
+ "web-sys",
+]
+
+[[package]]
+name = "wasm-bindgen-macro"
+version = "0.2.79"
+source = "registry+https://github.com/rust-lang/crates.io-index"
+checksum = "2f4203d69e40a52ee523b2529a773d5ffc1dc0071801c87b3d270b471b80ed01"
+dependencies = [
+ "quote",
+ "wasm-bindgen-macro-support",
+]
+
+[[package]]
+name = "wasm-bindgen-macro-support"
+version = "0.2.79"
+source = "registry+https://github.com/rust-lang/crates.io-index"
+checksum = "bfa8a30d46208db204854cadbb5d4baf5fcf8071ba5bf48190c3e59937962ebc"
+dependencies = [
+ "proc-macro2",
+ "quote",
+ "syn 1.0.109",
+ "wasm-bindgen-backend",
+ "wasm-bindgen-shared",
+]
+
+[[package]]
+name = "wasm-bindgen-shared"
+version = "0.2.79"
+source = "registry+https://github.com/rust-lang/crates.io-index"
+checksum = "3d958d035c4438e28c70e4321a2911302f10135ce78a9c7834c0cab4123d06a2"
+
+[[package]]
+name = "web-sys"
+version = "0.3.56"
+source = "registry+https://github.com/rust-lang/crates.io-index"
+checksum = "c060b319f29dd25724f09a2ba1418f142f539b2be99fbf4d2d5a8f7330afb8eb"
+dependencies = [
+ "js-sys",
+ "wasm-bindgen",
+]
+
+[[package]]
+name = "webpki"
+version = "0.22.1"
+source = "registry+https://github.com/rust-lang/crates.io-index"
+checksum = "f0e74f82d49d545ad128049b7e88f6576df2da6b02e9ce565c6f533be576957e"
+dependencies = [
+ "ring",
+ "untrusted",
+]
+
+[[package]]
+name = "webpki-roots"
+version = "0.25.2"
+source = "registry+https://github.com/rust-lang/crates.io-index"
+checksum = "14247bb57be4f377dfb94c72830b8ce8fc6beac03cf4bf7b9732eadd414123fc"
+
+[[package]]
+name = "which"
+version = "4.4.2"
+source = "registry+https://github.com/rust-lang/crates.io-index"
+checksum = "87ba24419a2078cd2b0f2ede2691b6c66d8e47836da3b6db8265ebad47afbfc7"
+dependencies = [
+ "either",
+ "home",
+ "once_cell",
+ "rustix",
+]
+
+[[package]]
+name = "whoami"
+version = "1.4.1"
+source = "registry+https://github.com/rust-lang/crates.io-index"
+checksum = "22fc3756b8a9133049b26c7f61ab35416c130e8c09b660f5b3958b446f52cc50"
+dependencies = [
+ "wasm-bindgen",
+ "web-sys",
+]
+
+[[package]]
+name = "winapi"
+version = "0.3.9"
+source = "registry+https://github.com/rust-lang/crates.io-index"
+checksum = "5c839a674fcd7a98952e593242ea400abe93992746761e38641405d28b00f419"
+dependencies = [
+ "winapi-i686-pc-windows-gnu",
+ "winapi-x86_64-pc-windows-gnu",
+]
+
+[[package]]
+name = "winapi-i686-pc-windows-gnu"
+version = "0.4.0"
+source = "registry+https://github.com/rust-lang/crates.io-index"
+checksum = "ac3b87c63620426dd9b991e5ce0329eff545bccbbb34f3be09ff6fb6ab51b7b6"
+
+[[package]]
+name = "winapi-util"
+version = "0.1.5"
+source = "registry+https://github.com/rust-lang/crates.io-index"
+checksum = "70ec6ce85bb158151cae5e5c87f95a8e97d2c0c4b001223f33a334e3ce5de178"
+dependencies = [
+ "winapi",
+]
+
+[[package]]
+name = "winapi-x86_64-pc-windows-gnu"
+version = "0.4.0"
+source = "registry+https://github.com/rust-lang/crates.io-index"
+checksum = "712e227841d057c1ee1cd2fb22fa7e5a5461ae8e48fa2ca79ec42cfc1931183f"
+
+[[package]]
+name = "winauth"
+version = "0.0.4"
+source = "registry+https://github.com/rust-lang/crates.io-index"
+checksum = "8f820cd208ce9c6b050812dc2d724ba98c6c1e9db5ce9b3f58d925ae5723a5e6"
+dependencies = [
+ "bitflags 1.3.2",
+ "byteorder",
+ "md5 0.6.1",
+ "rand 0.7.3",
+ "winapi",
+]
+
+[[package]]
+name = "windows"
+version = "0.48.0"
+source = "registry+https://github.com/rust-lang/crates.io-index"
+checksum = "e686886bc078bc1b0b600cac0147aadb815089b6e4da64016cbd754b6342700f"
+dependencies = [
+ "windows-targets",
+]
+
+[[package]]
+name = "windows-sys"
+version = "0.48.0"
+source = "registry+https://github.com/rust-lang/crates.io-index"
+checksum = "677d2418bec65e3338edb076e806bc1ec15693c5d0104683f2efe857f61056a9"
+dependencies = [
+ "windows-targets",
+]
+
+[[package]]
+name = "windows-targets"
+version = "0.48.5"
+source = "registry+https://github.com/rust-lang/crates.io-index"
+checksum = "9a2fa6e2155d7247be68c096456083145c183cbbbc2764150dda45a87197940c"
+dependencies = [
+ "windows_aarch64_gnullvm",
+ "windows_aarch64_msvc",
+ "windows_i686_gnu",
+ "windows_i686_msvc",
+ "windows_x86_64_gnu",
+ "windows_x86_64_gnullvm",
+ "windows_x86_64_msvc",
+]
+
+[[package]]
+name = "windows_aarch64_gnullvm"
+version = "0.48.5"
+source = "registry+https://github.com/rust-lang/crates.io-index"
+checksum = "2b38e32f0abccf9987a4e3079dfb67dcd799fb61361e53e2882c3cbaf0d905d8"
+
+[[package]]
+name = "windows_aarch64_msvc"
+version = "0.48.5"
+source = "registry+https://github.com/rust-lang/crates.io-index"
+checksum = "dc35310971f3b2dbbf3f0690a219f40e2d9afcf64f9ab7cc1be722937c26b4bc"
+
+[[package]]
+name = "windows_i686_gnu"
+version = "0.48.5"
+source = "registry+https://github.com/rust-lang/crates.io-index"
+checksum = "a75915e7def60c94dcef72200b9a8e58e5091744960da64ec734a6c6e9b3743e"
+
+[[package]]
+name = "windows_i686_msvc"
+version = "0.48.5"
+source = "registry+https://github.com/rust-lang/crates.io-index"
+checksum = "8f55c233f70c4b27f66c523580f78f1004e8b5a8b659e05a4eb49d4166cca406"
+
+[[package]]
+name = "windows_x86_64_gnu"
+version = "0.48.5"
+source = "registry+https://github.com/rust-lang/crates.io-index"
+checksum = "53d40abd2583d23e4718fddf1ebec84dbff8381c07cae67ff7768bbf19c6718e"
+
+[[package]]
+name = "windows_x86_64_gnullvm"
+version = "0.48.5"
+source = "registry+https://github.com/rust-lang/crates.io-index"
+checksum = "0b7b52767868a23d5bab768e390dc5f5c55825b6d30b86c844ff2dc7414044cc"
+
+[[package]]
+name = "windows_x86_64_msvc"
+version = "0.48.5"
+source = "registry+https://github.com/rust-lang/crates.io-index"
+checksum = "ed94fce61571a4006852b7389a063ab983c02eb1bb37b47f8272ce92d06d9538"
+
+[[package]]
+name = "winreg"
+version = "0.50.0"
+source = "registry+https://github.com/rust-lang/crates.io-index"
+checksum = "524e57b2c537c0f9b1e69f1965311ec12182b4122e45035b1508cd24d2adadb1"
+dependencies = [
+ "cfg-if 1.0.0",
+ "windows-sys",
+]
+
+[[package]]
+name = "wyz"
+version = "0.5.1"
+source = "registry+https://github.com/rust-lang/crates.io-index"
+checksum = "05f360fc0b24296329c78fda852a1e9ae82de9cf7b27dae4b7f62f118f77b9ed"
+dependencies = [
+ "tap",
+]
+
+[[package]]
+name = "xxhash-rust"
+version = "0.8.6"
+source = "registry+https://github.com/rust-lang/crates.io-index"
+checksum = "735a71d46c4d68d71d4b24d03fdc2b98e38cea81730595801db779c04fe80d70"
+
+[[package]]
+name = "xz2"
+version = "0.1.7"
+source = "registry+https://github.com/rust-lang/crates.io-index"
+checksum = "388c44dc09d76f1536602ead6d325eb532f5c122f17782bd57fb47baeeb767e2"
+dependencies = [
+ "lzma-sys",
+]
+
+[[package]]
+name = "yup-oauth2"
+version = "7.0.1"
+source = "registry+https://github.com/rust-lang/crates.io-index"
+checksum = "98748970d2ddf05253e6525810d989740334aa7509457864048a829902db76f3"
+dependencies = [
+ "anyhow",
+ "async-trait",
+ "base64 0.13.1",
+ "futures",
+ "http",
+ "hyper",
+ "hyper-rustls 0.23.2",
+ "itertools",
+ "log",
+ "percent-encoding",
+ "rustls 0.20.9",
+ "rustls-pemfile 0.3.0",
+ "seahash",
+ "serde",
+ "serde_json",
+ "time 0.3.28",
+ "tokio",
+ "tower-service",
+ "url",
+]
+
+[[package]]
+name = "zstd"
+version = "0.12.4"
+source = "registry+https://github.com/rust-lang/crates.io-index"
+checksum = "1a27595e173641171fc74a1232b7b1c7a7cb6e18222c11e9dfb9888fa424c53c"
+dependencies = [
+ "zstd-safe",
+]
+
+[[package]]
+name = "zstd-safe"
+version = "6.0.6"
+source = "registry+https://github.com/rust-lang/crates.io-index"
+checksum = "ee98ffd0b48ee95e6c5168188e44a54550b1564d9d530ee21d5f0eaed1069581"
+dependencies = [
+ "libc",
+ "zstd-sys",
+]
+
+[[package]]
+name = "zstd-sys"
+version = "2.0.8+zstd.1.5.5"
+source = "registry+https://github.com/rust-lang/crates.io-index"
+checksum = "5556e6ee25d32df2586c098bbfa278803692a20d0ab9565e049480d52707ec8c"
+dependencies = [
+ "cc",
+ "libc",
+ "pkg-config",
+]
diff --git a/connectorx-python/Cargo.toml b/connectorx-python/Cargo.toml
new file mode 100644
index 0000000..0b010af
--- /dev/null
+++ b/connectorx-python/Cargo.toml
@@ -0,0 +1,79 @@
+[package]
+authors = ["Weiyuan Wu <youngw@sfu.ca>"]
+edition = "2018"
+name = "connectorx-python"
+version = "0.3.3-alpha.1"
+license = "MIT"
+readme = "README.md"
+
+[workspace]
+# prevents package from thinking it's in the workspace
+
+# See more keys and their definitions at https://doc.rust-lang.org/cargo/reference/manifest.html
+
+[dependencies]
+anyhow = "1"
+arrow = { version = "46" }
+arrow2 = {version = "0.17", default-features = false}
+bitfield = "0.13"
+bytes = "1.4"
+chrono = "0.4"
+connectorx = {path = "../connectorx", default-features = false}
+dict_derive = "0.4"
+env_logger = "0.9"
+fehler = "1"
+itertools = "0.10"
+lazy_static = "1.4.0"
+libc = "0.2"
+log = "0.4"
+ndarray = "0.15"
+numpy = "0.15"
+openssl = {version = "0.10", features = ["vendored"]}
+postgres = {version = "0.19", features = ["with-chrono-0_4", "with-uuid-0_8", "with-serde_json-1"]}
+postgres-native-tls = {version = "0.5"}
+postgres-openssl = {version = "0.5.0"}
+pyo3 = {version = "0.15", default-features = false, features = ["macros"]}
+pyo3-built = "0.4"
+rust_decimal = {version = "1", features = ["db-postgres"]}
+serde_json = "1"
+sqlparser = "0.37"
+thiserror = "1"
+tokio = {version = "1", features = ["rt", "rt-multi-thread", "net"]}
+tokio-util = "0.6"
+url = "2"
+urlencoding = "2.1"
+uuid = "0.8"
+
+[build-dependencies]
+built = {version = "0.5", features = ["chrono"]}
+
+[dev-dependencies]
+criterion = "0.3"
+criterion-macro = "0.3"
+iai = "0.1"
+pprof = {version = "0.5", features = ["flamegraph", "criterion", "protobuf"]}
+rayon = "1"
+
+[lib]
+crate-type = ["cdylib"]
+name = "connectorx"
+
+[features]
+branch = ["connectorx/branch"]
+default = ["extension", "fptr", "nbstr", "dsts", "srcs", "federation", "fed_exec"]
+dsts = ["connectorx/dst_arrow", "connectorx/dst_arrow2"]
+executable = ["pyo3/auto-initialize"]
+extension = ["pyo3/extension-module"]
+fptr = ["connectorx/fptr"]
+federation = ["connectorx/federation"]
+fed_exec = ["connectorx/fed_exec"]
+nbstr = []
+srcs = [
+  "connectorx/src_postgres",
+  "connectorx/src_mysql",
+  "connectorx/src_sqlite",
+  "connectorx/src_mssql",
+  "connectorx/src_oracle",
+  "connectorx/src_bigquery",
+]
+integrated-auth-gssapi = ["connectorx/integrated-auth-gssapi"]
diff --git a/connectorx-python/LICENSE b/connectorx-python/LICENSE
new file mode 120000
index 0000000..ea5b606
--- /dev/null
+++ b/connectorx-python/LICENSE
@@ -0,0 +1 @@
+../LICENSE
\ No newline at end of file
diff --git a/connectorx-python/README.md b/connectorx-python/README.md
new file mode 120000
index 0000000..32d46ee
--- /dev/null
+++ b/connectorx-python/README.md
@@ -0,0 +1 @@
+../README.md
\ No newline at end of file
diff --git a/connectorx-python/build.rs b/connectorx-python/build.rs
new file mode 100644
index 0000000..648d8e1
--- /dev/null
+++ b/connectorx-python/build.rs
@@ -0,0 +1,13 @@
+// https://github.com/PyO3/pyo3-built/issues/21
+
+fn main() {
+    // let src = std::env::var("CARGO_MANIFEST_DIR").unwrap();
+    // println!("src: {}", src);
+    // let dst = std::path::Path::new(&std::env::var("OUT_DIR").unwrap()).join("built.rs");
+    // let mut opts = built::Options::default();
+    // println!("out: {:?}", dst);
+    // opts.set_dependencies(true).set_compiler(true).set_env(true);
+
+    // built::write_built_file_with_opts(&opts, std::path::Path::new(&src), &dst)
+    //     .expect("Failed to acquire build-time information");
+}
diff --git a/connectorx-python/connectorx/__init__.py b/connectorx-python/connectorx/__init__.py
new file mode 100644
index 0000000..64e82d6
--- /dev/null
+++ b/connectorx-python/connectorx/__init__.py
@@ -0,0 +1,379 @@
+from typing import Optional, Tuple, Union, List, Dict, Any
+
+from .connectorx import (
+    read_sql as _read_sql,
+    partition_sql as _partition_sql,
+    read_sql2 as _read_sql2,
+    get_meta as _get_meta,
+)
+
+try:
+    from importlib.metadata import version
+
+    __version__ = version(__name__)
+except:
+    try:
+        from importlib_metadata import version
+
+        __version__ = version(__name__)
+    except:
+        pass
+
+import os
+
+dir_path = os.path.dirname(os.path.realpath(__file__))
+# check whether it is in development env or installed
+if (
+    not os.path.basename(os.path.abspath(os.path.join(dir_path, "..")))
+    == "connectorx-python"
+):
+    if "J4RS_BASE_PATH" not in os.environ:
+        os.environ["J4RS_BASE_PATH"] = os.path.join(dir_path, "dependencies")
+if "CX_REWRITER_PATH" not in os.environ:
+    os.environ["CX_REWRITER_PATH"] = os.path.join(
+        dir_path, "dependencies/federated-rewriter.jar"
+    )
+
+
+def rewrite_conn(conn: str, protocol: Optional[str] = None):
+    if not protocol:
+        # note: redshift/clickhouse are not compatible with the 'binary' protocol, and use other database
+        # drivers to connect. set a compatible protocol and masquerade as the appropriate backend.
+        backend, connection_details = conn.split(":", 1) if conn else ("", "")
+        if "redshift" in backend:
+            conn = f"postgresql:{connection_details}"
+            protocol = "cursor"
+        elif "clickhouse" in backend:
+            conn = f"mysql:{connection_details}"
+            protocol = "text"
+        else:
+            protocol = "binary"
+    return conn, protocol
+
+
+def get_meta(
+    conn: str,
+    query: str,
+    protocol: Optional[str] = None,
+):
+    """
+    Get metadata (header) of the given query (only for pandas)
+
+    Parameters
+    ==========
+    conn
+      the connection string.
+    query
+      a SQL query or a list of SQL queries.
+    protocol
+      backend-specific transfer protocol directive; defaults to 'binary' (except for redshift
+      connection strings, where 'cursor' will be used instead).
+
+    """
+    conn, protocol = rewrite_conn(conn, protocol)
+    result = _get_meta(conn, protocol, query)
+    df = reconstruct_pandas(result)
+    return df
+
+
+def partition_sql(
+    conn: str,
+    query: str,
+    partition_on: str,
+    partition_num: int,
+    partition_range: Optional[Tuple[int, int]] = None,
+):
+    """
+    Partition the sql query
+
+    Parameters
+    ==========
+    conn
+      the connection string.
+    query
+      a SQL query or a list of SQL queries.
+    partition_on
+      the column on which to partition the result.
+    partition_num
+      how many partitions to generate.
+    partition_range
+      the value range of the partition column.
+    """
+    partition_query = {
+        "query": query,
+        "column": partition_on,
+        "min": partition_range[0] if partition_range else None,
+        "max": partition_range[1] if partition_range else None,
+        "num": partition_num,
+    }
+    return _partition_sql(conn, partition_query)
+
+
+def read_sql_pandas(
+    sql: Union[List[str], str],
+    con: Union[str, Dict[str, str]],
+    index_col: Optional[str] = None,
+    protocol: Optional[str] = None,
+    partition_on: Optional[str] = None,
+    partition_range: Optional[Tuple[int, int]] = None,
+    partition_num: Optional[int] = None,
+):
+    """
+    Run the SQL query, download the data from database into a dataframe.
+    First several parameters are in the same name and order with `pandas.read_sql`.
+
+    Parameters
+    ==========
+    Please refer to `read_sql`
+
+    Examples
+    ========
+    Read a DataFrame from a SQL query using a single thread:
+
+    >>> # from pandas import read_sql
+    >>> from connectorx import read_sql_pandas as read_sql
+    >>> postgres_url = "postgresql://username:password@server:port/database"
+    >>> query = "SELECT * FROM lineitem"
+    >>> read_sql(query, postgres_url)
+
+    """
+    return read_sql(
+        con,
+        sql,
+        return_type="pandas",
+        protocol=protocol,
+        partition_on=partition_on,
+        partition_range=partition_range,
+        partition_num=partition_num,
+        index_col=index_col,
+    )
+
+
+def read_sql(
+    conn: Union[str, Dict[str, str]],
+    query: Union[List[str], str],
+    *,
+    return_type: str = "pandas",
+    protocol: Optional[str] = None,
+    partition_on: Optional[str] = None,
+    partition_range: Optional[Tuple[int, int]] = None,
+    partition_num: Optional[int] = None,
+    index_col: Optional[str] = None,
+):
+    """
+    Run the SQL query, download the data from database into a dataframe.
+
+    Parameters
+    ==========
+    conn
+      the connection string, or dict of connection string mapping for federated query.
+    query
+      a SQL query or a list of SQL queries.
+    return_type
+      the return type of this function; one of "arrow(2)", "pandas", "modin", "dask" or "polars(2)".
+    protocol
+      backend-specific transfer protocol directive; defaults to 'binary' (except for redshift
+      connection strings, where 'cursor' will be used instead).
+    partition_on
+      the column on which to partition the result.
+    partition_range
+      the value range of the partition column.
+    partition_num
+      how many partitions to generate.
+    index_col
+      the index column to set; only applicable for return type "pandas", "modin", "dask".
+
+    Examples
+    ========
+    Read a DataFrame from a SQL query using a single thread:
+
+    >>> postgres_url = "postgresql://username:password@server:port/database"
+    >>> query = "SELECT * FROM lineitem"
+    >>> read_sql(postgres_url, query)
+
+    Read a DataFrame in parallel using 10 threads by automatically partitioning the provided SQL on the partition column:
+
+    >>> postgres_url = "postgresql://username:password@server:port/database"
+    >>> query = "SELECT * FROM lineitem"
+    >>> read_sql(postgres_url, query, partition_on="partition_col", partition_num=10)
+
+    Read a DataFrame in parallel using 2 threads by explicitly providing two SQL queries:
+
+    >>> postgres_url = "postgresql://username:password@server:port/database"
+    >>> queries = ["SELECT * FROM lineitem WHERE partition_col <= 10", "SELECT * FROM lineitem WHERE partition_col > 10"]
+    >>> read_sql(postgres_url, queries)
+
+    """
+    if isinstance(query, list) and len(query) == 1:
+        query = query[0]
+
+    if isinstance(conn, dict):
+        assert partition_on is None and isinstance(
+            query, str
+        ), "Federated query does not support query partitioning for now"
+        assert (
+            protocol is None
+        ), "Federated query does not support specifying protocol for now"
+        result = _read_sql2(query, conn)
+        df = reconstruct_arrow(result)
+        if return_type == "pandas":
+            df = df.to_pandas(date_as_object=False, split_blocks=False)
+        if return_type == "polars":
+            try:
+                import polars as pl
+            except ModuleNotFoundError:
+                raise ValueError("You need to install polars first")
+
+            try:
+                # api change for polars >= 0.8.*
+                df = pl.from_arrow(df)
+            except AttributeError:
+                df = pl.DataFrame.from_arrow(df)
+        return df
+
+    if isinstance(query, str):
+        if partition_on is None:
+            queries = [query]
+            partition_query = None
+        else:
+            partition_query = {
+                "query": query,
+                "column": partition_on,
+                "min": partition_range[0] if partition_range else None,
+                "max": partition_range[1] if partition_range else None,
+                "num": partition_num,
+            }
+            queries = None
+    elif isinstance(query, list):
+        queries = query
+        partition_query = None
+
+        if partition_on is not None:
+            raise ValueError("Partition on multiple queries is not supported.")
+    else:
+        raise ValueError("query must be either str or a list of str")
+
+    conn, protocol = rewrite_conn(conn, protocol)
+
+    if return_type in {"modin", "dask", "pandas"}:
+        try:
+            import pandas
+        except ModuleNotFoundError:
+            raise ValueError("You need to install pandas first")
+
+        result = _read_sql(
+            conn,
+            "pandas",
+            queries=queries,
+            protocol=protocol,
+            partition_query=partition_query,
+        )
+        df = reconstruct_pandas(result)
+
+        if index_col is not None:
+            df.set_index(index_col, inplace=True)
+
+        if return_type == "modin":
+            try:
+                import modin.pandas as mpd
+            except ModuleNotFoundError:
+                raise ValueError("You need to install modin first")
+
+            df = mpd.DataFrame(df)
+        elif return_type == "dask":
+            try:
+                import dask.dataframe as dd
+            except ModuleNotFoundError:
+                raise ValueError("You need to install dask first")
+
+            df = dd.from_pandas(df, npartitions=1)
+
+    elif return_type in {"arrow", "arrow2", "polars", "polars2"}:
+        try:
+            import pyarrow
+        except ModuleNotFoundError:
+            raise ValueError("You need to install pyarrow first")
+
+        result = _read_sql(
+            conn,
+            "arrow2" if return_type in {"arrow2", "polars", "polars2"} else "arrow",
+            queries=queries,
+            protocol=protocol,
+            partition_query=partition_query,
+        )
+        df = reconstruct_arrow(result)
+        if return_type in {"polars", "polars2"}:
+            try:
+                import polars as pl
+            except ModuleNotFoundError:
+                raise ValueError("You need to install polars first")
+
+            try:
+                df = pl.DataFrame.from_arrow(df)
+            except AttributeError:
+                # api change for polars >= 0.8.*
+                df = pl.from_arrow(df)
+    else:
+        raise ValueError(return_type)
+
+    return df
+
+
+def reconstruct_arrow(result: Tuple[List[str], List[List[Tuple[int, int]]]]):
+    import pyarrow as pa
+
+    names, ptrs = result
+    if len(names) == 0:
+        return pa.Table.from_arrays([])
+
+    rbs = []
+    for chunk in ptrs:
+        rb = pa.RecordBatch.from_arrays(
+            [pa.Array._import_from_c(*col_ptr) for col_ptr in chunk], names
+        )
+        rbs.append(rb)
+    return pa.Table.from_batches(rbs)
+
+
+def reconstruct_pandas(df_infos: Dict[str, Any]):
+    import pandas as pd
+
+    data = df_infos["data"]
+    headers = df_infos["headers"]
+    block_infos = df_infos["block_infos"]
+
+    nrows = data[0][0].shape[-1] if isinstance(data[0], tuple) else data[0].shape[-1]
+    blocks = []
+    for binfo, block_data in zip(block_infos, data):
+        if binfo.dt == 0:  # NumpyArray
+            blocks.append(
+                pd.core.internals.make_block(block_data, placement=binfo.cids)
+            )
+        elif binfo.dt == 1:  # IntegerArray
+            blocks.append(
+                pd.core.internals.make_block(
+                    pd.core.arrays.IntegerArray(block_data[0], block_data[1]),
+                    placement=binfo.cids[0],
+                )
+            )
+        elif binfo.dt == 2:  # BooleanArray
+            blocks.append(
+                pd.core.internals.make_block(
+                    pd.core.arrays.BooleanArray(block_data[0], block_data[1]),
+                    placement=binfo.cids[0],
+                )
+            )
+        elif binfo.dt == 3:  # DatetimeArray
+            blocks.append(
+                pd.core.internals.make_block(
+                    pd.core.arrays.DatetimeArray(block_data), placement=binfo.cids
+                )
+            )
+        else:
+            raise ValueError(f"unknown dt: {binfo.dt}")
+
+    block_manager = pd.core.internals.BlockManager(
+        blocks, [pd.Index(headers), pd.RangeIndex(start=0, stop=nrows, step=1)]
+    )
+    df = pd.DataFrame(block_manager)
+    return df
diff --git a/connectorx-python/connectorx/tests/__init__.py b/connectorx-python/connectorx/tests/__init__.py
new file mode 100644
index 0000000..e69de29
diff --git a/connectorx-python/connectorx/tests/benchmarks.py b/connectorx-python/connectorx/tests/benchmarks.py
new file mode 100644
index 0000000..778d61e
--- /dev/null
+++ b/connectorx-python/connectorx/tests/benchmarks.py
@@ -0,0 +1,24 @@
+"""
+This file is skipped during normal test because the file name is not started with benchmarks
+"""
+import os
+
+from .. import read_sql
+
+
+def read_sql_impl(conn: str, table: str):
+    read_sql(
+        conn,
+        f"""SELECT * FROM {table}""",
+        partition_on="L_ORDERKEY",
+        partition_num=10,
+    )
+
+
+def bench_mysql(benchmark):
+    benchmark(read_sql_impl, os.environ["MYSQL_URL"], os.environ["TPCH_TABLE"])
+
+
+def bench_postgres(benchmark):
+    benchmark(read_sql_impl,
+              os.environ["POSTGRES_URL"], os.environ["TPCH_TABLE"])
diff --git a/connectorx-python/connectorx/tests/test_arrow.py b/connectorx-python/connectorx/tests/test_arrow.py
new file mode 100644
index 0000000..d784d4f
--- /dev/null
+++ b/connectorx-python/connectorx/tests/test_arrow.py
@@ -0,0 +1,193 @@
+import os
+
+import pandas as pd
+import pytest
+from pandas.testing import assert_frame_equal
+import datetime
+
+from .. import read_sql
+
+
+@pytest.fixture(scope="module")  # type: ignore
+def postgres_url() -> str:
+    conn = os.environ["POSTGRES_URL"]
+    return conn
+
+
+def test_arrow(postgres_url: str) -> None:
+    query = "SELECT * FROM test_table"
+    df = read_sql(
+        postgres_url,
+        query,
+        partition_on="test_int",
+        partition_range=(0, 2000),
+        partition_num=3,
+        return_type="arrow",
+    )
+    expected = pd.DataFrame(
+        index=range(6),
+        data={
+            "test_int": pd.Series([0, 1, 2, 3, 4, 1314], dtype="int64"),
+            "test_nullint": pd.Series([5, 3, None, 7, 9, 2], dtype="float64"),
+            "test_str": pd.Series(
+                ["a", "str1", "str2", "b", "c", None], dtype="object"
+            ),
+            "test_float": pd.Series([3.1, None, 2.2, 3, 7.8, -10], dtype="float64"),
+            "test_bool": pd.Series(
+                [None, True, False, False, None, True], dtype="object"
+            ),
+        },
+    )
+
+    df = df.to_pandas()
+    df.sort_values(by="test_int", inplace=True, ignore_index=True)
+    assert_frame_equal(df, expected, check_names=True)
+
+
+def test_arrow2(postgres_url: str) -> None:
+    query = "SELECT * FROM test_table"
+    df = read_sql(
+        postgres_url,
+        query,
+        partition_on="test_int",
+        partition_range=(0, 2000),
+        partition_num=3,
+        return_type="arrow2",
+    )
+    expected = pd.DataFrame(
+        index=range(6),
+        data={
+            "test_int": pd.Series([0, 1, 2, 3, 4, 1314], dtype="int32"),
+            "test_nullint": pd.Series([5, 3, None, 7, 9, 2], dtype="float64"),
+            "test_str": pd.Series(
+                ["a", "str1", "str2", "b", "c", None], dtype="object"
+            ),
+            "test_float": pd.Series([3.1, None, 2.2, 3, 7.8, -10], dtype="float64"),
+            "test_bool": pd.Series(
+                [None, True, False, False, None, True], dtype="object"
+            ),
+        },
+    )
+
+    df = df.to_pandas()
+    df.sort_values(by="test_int", inplace=True, ignore_index=True)
+    assert_frame_equal(df, expected, check_names=True)
+
+
+def test_arrow2_type(postgres_url: str) -> None:
+    query = "SELECT test_date, test_timestamp, test_timestamptz, test_int16, test_int64, test_float32, test_numeric, test_bpchar, test_char, test_varchar, test_uuid, test_time, test_bytea, test_json, test_jsonb, test_f4array, test_f8array, test_narray, test_i2array, test_i4array, test_i8array, test_enum, test_ltree, test_name FROM test_types"
+    df = read_sql(postgres_url, query, return_type="arrow2")
+    df = df.to_pandas(date_as_object=False)
+    df.sort_values(by="test_int16", inplace=True, ignore_index=True)
+    expected = pd.DataFrame(
+        index=range(4),
+        data={
+            "test_date": pd.Series(
+                ["1970-01-01", "2000-02-28", "2038-01-18", None], dtype="datetime64[ns]"
+            ),
+            "test_timestamp": pd.Series(
+                [
+                    "1970-01-01 00:00:01",
+                    "2000-02-28 12:00:10",
+                    "2038-01-18 23:59:59",
+                    None,
+                ],
+                dtype="datetime64[ns]",
+            ),
+            "test_timestamptz": pd.Series(
+                [
+                    "1970-01-01 00:00:01+00:00",
+                    "2000-02-28 16:00:10+00:00",
+                    "2038-01-18 15:59:59+00:00",
+                    None,
+                ],
+                dtype="datetime64[ns, UTC]",
+            ),
+            "test_int16": pd.Series([0, 1, 2, 3], dtype="int32"),
+            "test_int64": pd.Series(
+                [-9223372036854775808, 0, 9223372036854775807, None], dtype="float64"
+            ),
+            "test_float32": pd.Series(
+                [None, 3.1415926535, 2.71, -1e-37], dtype="float32"
+            ),
+            "test_numeric": pd.Series([None, 521.34, 0.00, 0.00], dtype="float64"),
+            "test_bpchar": pd.Series(["a    ", "bb   ", "ccc  ", None], dtype="object"),
+            "test_char": pd.Series(["a", "b", None, "d"], dtype="object"),
+            "test_varchar": pd.Series([None, "bb", "c", "defghijklm"], dtype="object"),
+            "test_uuid": pd.Series(
+                [
+                    "86b494cc-96b2-11eb-9298-3e22fbb9fe9d",
+                    "86b49b84-96b2-11eb-9298-3e22fbb9fe9d",
+                    "86b49c42-96b2-11eb-9298-3e22fbb9fe9d",
+                    None,
+                ],
+                dtype="object",
+            ),
+            "test_time": pd.Series(
+                [
+                    datetime.time(8, 12, 40),
+                    None,
+                    datetime.time(23, 0, 10),
+                    datetime.time(18, 30),
+                ],
+                dtype="object",
+            ),
+            "test_bytea": pd.Series(
+                [
+                    None,
+                    b"\xd0\x97\xd0\xb4\xd1\x80\xd0\xb0\xcc\x81\xd0\xb2\xd1\x81\xd1\x82\xd0\xb2\xd1\x83\xd0\xb9\xd1\x82\xd0\xb5",
+                    b"",
+                    b"\xf0\x9f\x98\x9c",
+                ],
+                dtype="object",
+            ),
+            "test_json": pd.Series(
+                [
+                    '{"customer":"John Doe","items":{"product":"Beer","qty":6}}',
+                    '{"customer":"Lily Bush","items":{"product":"Diaper","qty":24}}',
+                    '{"customer":"Josh William","items":{"product":"Toy Car","qty":1}}',
+                    None,
+                ],
+                dtype="object",
+            ),
+            "test_jsonb": pd.Series(
+                [
+                    '{"product":"Beer","qty":6}',
+                    '{"product":"Diaper","qty":24}',
+                    '{"product":"Toy Car","qty":1}',
+                    None,
+                ],
+                dtype="object",
+            ),
+            "test_f4array": pd.Series(
+                [[], None, [123.123], [-1e-37, 1e37]], dtype="object"
+            ),
+            "test_f8array": pd.Series(
+                [[], None, [1e-307, 1e308], [0.000234, -12.987654321]], dtype="object"
+            ),
+            "test_narray": pd.Series(
+                [[], None, [521.34], [0.12, 333.33, 22.22]], dtype="object"
+            ),
+            "test_i2array": pd.Series(
+                [[-1, 0, 1], [], [-32768, 32767], None], dtype="object"
+            ),
+            "test_i4array": pd.Series(
+                [[-1, 0, 1123], [], [-2147483648, 2147483647], None], dtype="object"
+            ),
+            "test_i8array": pd.Series(
+                [[-9223372036854775808, 9223372036854775807], [], [0], None],
+                dtype="object",
+            ),
+            "test_enum": pd.Series(
+                ["happy", "very happy", "ecstatic", None], dtype="object"
+            ),
+            "test_ltree": pd.Series(
+                ["A.B.C.D", "A.B.E", "A", None], dtype="object"
+            ),
+            "test_name": pd.Series(
+                ["0", "21", "someName", "101203203-1212323-22131235"]
+            )
+            
+        },
+    )
+    assert_frame_equal(df, expected, check_names=True)
diff --git a/connectorx-python/connectorx/tests/test_bigquery.py b/connectorx-python/connectorx/tests/test_bigquery.py
new file mode 100644
index 0000000..c5007a3
--- /dev/null
+++ b/connectorx-python/connectorx/tests/test_bigquery.py
@@ -0,0 +1,312 @@
+import os
+
+import pandas as pd
+import pytest
+from pandas.testing import assert_frame_equal
+
+from .. import read_sql
+
+
+@pytest.fixture(scope="module")  # type: ignore
+def bigquery_url() -> str:
+    conn = os.environ["BIGQUERY_URL"]
+    return conn
+
+
+@pytest.mark.skipif(
+    not os.environ.get("BIGQUERY_URL"),
+    reason="Test bigquery only when `BIGQUERY_URL` is set",
+)
+def test_bigquery_without_partition(bigquery_url: str) -> None:
+    query = "select * from `dataprep-bigquery.dataprep.test_table` order by test_int"
+    df = read_sql(bigquery_url, query)
+    expected = pd.DataFrame(
+        index=range(5),
+        data={
+            "test_int": pd.Series([1, 2, 4, 5, 2333], dtype="Int64"),
+            "test_string": pd.Series(
+                ["str1", "str2", None, "str05", None], dtype="object"
+            ),
+            "test_float": pd.Series([1.10, 2.20, -4.44, None, None], dtype="float64"),
+            "test_bool": pd.Series([True, False, False, None, True], dtype="boolean"),
+        },
+    )
+    assert_frame_equal(df, expected, check_names=True)
+
+
+@pytest.mark.skipif(
+    not os.environ.get("BIGQUERY_URL"),
+    reason="Test bigquery only when `BIGQUERY_URL` is set",
+)
+def test_bigquery_with_partition(bigquery_url: str) -> None:
+    query = "select * from `dataprep-bigquery.dataprep.test_table` order by test_int"
+    df = read_sql(
+        bigquery_url,
+        query,
+        partition_on="test_int",
+        partition_num=3,
+        partition_range=[0, 2500],
+    )
+    df = df.sort_values("test_int").reset_index(drop=True)
+    expected = pd.DataFrame(
+        index=range(5),
+        data={
+            "test_int": pd.Series([1, 2, 4, 5, 2333], dtype="Int64"),
+            "test_string": pd.Series(
+                ["str1", "str2", None, "str05", None], dtype="object"
+            ),
+            "test_float": pd.Series([1.10, 2.20, -4.44, None, None], dtype="float64"),
+            "test_bool": pd.Series([True, False, False, None, True], dtype="boolean"),
+        },
+    )
+    assert_frame_equal(df, expected, check_names=True)
+
+
+@pytest.mark.skipif(
+    not os.environ.get("BIGQUERY_URL"),
+    reason="Test bigquery only when `BIGQUERY_URL` is set",
+)
+def test_bigquery_with_partition_without_partition_range(bigquery_url: str) -> None:
+    query = "select * from `dataprep-bigquery.dataprep.test_table` order by test_int"
+    df = read_sql(bigquery_url, query, partition_on="test_int", partition_num=3)
+    df = df.sort_values("test_int").reset_index(drop=True)
+    expected = pd.DataFrame(
+        index=range(5),
+        data={
+            "test_int": pd.Series([1, 2, 4, 5, 2333], dtype="Int64"),
+            "test_string": pd.Series(
+                ["str1", "str2", None, "str05", None], dtype="object"
+            ),
+            "test_float": pd.Series([1.10, 2.20, -4.44, None, None], dtype="float64"),
+            "test_bool": pd.Series([True, False, False, None, True], dtype="boolean"),
+        },
+    )
+    assert_frame_equal(df, expected, check_names=True)
+
+
+@pytest.mark.skipif(
+    not os.environ.get("BIGQUERY_URL"),
+    reason="Test bigquery only when `BIGQUERY_URL` is set",
+)
+def test_bigquery_manual_partition(bigquery_url: str) -> None:
+    queries = [
+        "select * from `dataprep-bigquery.dataprep.test_table` where test_int < 2 order by test_int",
+        "select * from `dataprep-bigquery.dataprep.test_table` where test_int >= 2 order by test_int",
+    ]
+    df = read_sql(bigquery_url, query=queries)
+    df = df.sort_values("test_int").reset_index(drop=True)
+    expected = pd.DataFrame(
+        index=range(5),
+        data={
+            "test_int": pd.Series([1, 2, 4, 5, 2333], dtype="Int64"),
+            "test_string": pd.Series(
+                ["str1", "str2", None, "str05", None], dtype="object"
+            ),
+            "test_float": pd.Series([1.10, 2.20, -4.44, None, None], dtype="float64"),
+            "test_bool": pd.Series([True, False, False, None, True], dtype="boolean"),
+        },
+    )
+    assert_frame_equal(df, expected, check_names=True)
+
+
+@pytest.mark.skipif(
+    not os.environ.get("BIGQUERY_URL"),
+    reason="Test bigquery only when `BIGQUERY_URL` is set",
+)
+def test_bigquery_some_empty_partition(bigquery_url: str) -> None:
+    query = "select * from `dataprep-bigquery.dataprep.test_table` where test_int=1"
+    df = read_sql(bigquery_url, query, partition_on="test_int", partition_num=3)
+    df = df.sort_values("test_int").reset_index(drop=True)
+    expected = pd.DataFrame(
+        index=range(1),
+        data={
+            "test_int": pd.Series([1], dtype="Int64"),
+            "test_string": pd.Series(
+                ["str1"], dtype="object"
+            ),
+            "test_float": pd.Series([1.10], dtype="float64"),
+            "test_bool": pd.Series([True], dtype="boolean"),
+        },
+    )
+    assert_frame_equal(df, expected, check_names=True)
+
+
+@pytest.mark.skipif(
+    not os.environ.get("BIGQUERY_URL"),
+    reason="Test bigquery only when `BIGQUERY_URL` is set",
+)
+def test_bigquery_join(bigquery_url: str) -> None:
+    query = "SELECT T.test_int, T.test_string, S.test_str FROM `dataprep-bigquery.dataprep.test_table` T INNER JOIN `dataprep-bigquery.dataprep.test_types` S ON T.test_int = S.test_int"
+    df = read_sql(
+        bigquery_url,
+        query
+    )
+    df = df.sort_values("test_int").reset_index(drop=True)
+    expected = pd.DataFrame(
+        index=range(2),
+        data={
+            "test_int": pd.Series([1, 2], dtype="Int64"),
+            "test_string": pd.Series(
+                [
+                    "str1",
+                    "str2",
+                ],
+                dtype="object"
+            ),
+            "test_str": pd.Series(
+                [
+                    "😁😂😜",
+                    "こんにちはЗдра́в",
+                ],
+                dtype="object"
+            ),
+        },
+    )
+    df.sort_values(by="test_int", inplace=True, ignore_index=True)
+    assert_frame_equal(df, expected, check_names=True)
+
+
+@pytest.mark.skipif(
+    not os.environ.get("BIGQUERY_URL"),
+    reason="Test bigquery only when `BIGQUERY_URL` is set",
+)
+def test_bigquery_join_with_partition(bigquery_url: str) -> None:
+    query = "SELECT T.test_int, T.test_string, S.test_str FROM `dataprep-bigquery.dataprep.test_table` T INNER JOIN `dataprep-bigquery.dataprep.test_types` S ON T.test_int = S.test_int"
+    df = read_sql(
+        bigquery_url,
+        query,
+        partition_on="test_int",
+        partition_num=3,
+    )
+    df = df.sort_values("test_int").reset_index(drop=True)
+    expected = pd.DataFrame(
+        index=range(2),
+        data={
+            "test_int": pd.Series([1, 2], dtype="Int64"),
+            "test_string": pd.Series(
+                [
+                    "str1",
+                    "str2",
+                ],
+                dtype="object"
+            ),
+            "test_str": pd.Series(
+                [
+                    "😁😂😜",
+                    "こんにちはЗдра́в",
+                ],
+                dtype="object"
+            ),
+        },
+    )
+    df.sort_values(by="test_int", inplace=True, ignore_index=True)
+    assert_frame_equal(df, expected, check_names=True)
+
+
+
+@pytest.mark.skipif(
+    not os.environ.get("BIGQUERY_URL"),
+    reason="Test bigquery only when `BIGQUERY_URL` is set",
+)
+def test_bigquery_aggregation1(bigquery_url: str) -> None:
+    query = "SELECT test_bool, SUM(test_int) as sum_int, SUM(test_float) as sum_float FROM `dataprep-bigquery.dataprep.test_table` GROUP BY test_bool"
+    df = read_sql(bigquery_url, query)
+    df = df.sort_values("sum_int").reset_index(drop=True)
+    expected = pd.DataFrame(
+        index=range(3),
+        data={
+            "test_bool": pd.Series([None, False, True], dtype="boolean"),
+            "sum_int": pd.Series([5, 6, 2334], dtype="Int64"),
+            "sum_float": pd.Series([None, -2.24, 1.10], dtype="float64"),
+        },
+    )
+    assert_frame_equal(df, expected, check_names=True)
+
+
+@pytest.mark.skipif(
+    not os.environ.get("BIGQUERY_URL"),
+    reason="Test bigquery only when `BIGQUERY_URL` is set",
+)
+def test_bigquery_aggregation2(bigquery_url: str) -> None:
+    query = "select MAX(test_int) as max_int, MIN(test_int) min_int from `dataprep-bigquery.dataprep.test_table`"
+    df = read_sql(bigquery_url, query)
+    expected = pd.DataFrame(
+        index=range(1),
+        data={
+            "max_int": pd.Series([2333], dtype="Int64"),
+            "min_int": pd.Series([1], dtype="Int64"),
+        },
+    )
+    assert_frame_equal(df, expected, check_names=True)
+
+
+@pytest.mark.skipif(
+    not os.environ.get("BIGQUERY_URL"),
+    reason="Test bigquery only when `BIGQUERY_URL` is set",
+)
+def test_bigquery_aggregation1_with_partition(bigquery_url: str) -> None:
+    query = "SELECT test_bool, SUM(test_int) as sum_int, SUM(test_float) as sum_float FROM `dataprep-bigquery.dataprep.test_table` GROUP BY test_bool"
+    df = read_sql(bigquery_url, query, partition_on="sum_int", partition_num=2)
+    df.sort_values(by="sum_int", inplace=True, ignore_index=True)
+    expected = pd.DataFrame(
+        index=range(3),
+        data={
+            "test_bool": pd.Series([None, False, True], dtype="boolean"),
+            "sum_int": pd.Series([5, 6, 2334], dtype="Int64"),
+            "sum_float": pd.Series([None, -2.24, 1.10], dtype="float64"),
+        },
+    )
+    assert_frame_equal(df, expected, check_names=True)
+
+
+@pytest.mark.skipif(
+    not os.environ.get("BIGQUERY_URL"),
+    reason="Test bigquery only when `BIGQUERY_URL` is set",
+)
+def test_bigquery_aggregation2_with_partition(bigquery_url: str) -> None:
+    query = "select MAX(test_int) as max_int, MIN(test_int) min_int from `dataprep-bigquery.dataprep.test_table`"
+    df = read_sql(bigquery_url, query, partition_on="max_int", partition_num=2)
+    expected = pd.DataFrame(
+        index=range(1),
+        data={
+            "max_int": pd.Series([2333], dtype="Int64"),
+            "min_int": pd.Series([1], dtype="Int64"),
+        },
+    )
+    assert_frame_equal(df, expected, check_names=True)
+
+
+@pytest.mark.skipif(
+    not os.environ.get("BIGQUERY_URL"),
+    reason="Test bigquery only when `BIGQUERY_URL` is set",
+)
+def test_bigquery_types(bigquery_url: str) -> None:
+    query = "select * from `dataprep-bigquery.dataprep.test_types`"
+    df = read_sql(bigquery_url, query)
+    df.sort_values(by="test_int", inplace=True, ignore_index=True)
+    expected = pd.DataFrame(
+        index=range(3),
+        data={
+            "test_int": pd.Series([1, 2, None], dtype="Int64"),
+            "test_numeric": pd.Series([1.23, 234.56, None], dtype="float"),
+            "test_bool": pd.Series([True, None, False], dtype="boolean"),
+            "test_date": pd.Series(
+                ["1937-01-28", "2053-07-25", None], dtype="datetime64[ns]"
+            ),
+            "test_time": pd.Series(["00:00:00", "12:59:59", None], dtype="object"),
+            "test_datetime": pd.Series(
+                [None, "2053-07-25 12:59:59", "1937-01-28 00:00:00"],
+                dtype="datetime64[ns]",
+            ),
+            "test_timestamp": pd.Series(
+                ["1970-01-01 00:00:01.000", None, "2004-02-29 09:00:01.300"],
+                dtype="datetime64[ns]",
+            ),
+            "test_str": pd.Series(["😁😂😜", "こんにちはЗдра́в", None], dtype="object"),
+            "test_bytes": pd.Series(
+                ["8J+YgfCfmILwn5ic", "44GT44KT44Gr44Gh44Gv0JfQtNGA0LDMgdCy", None],
+                dtype="object",
+            ),
+        },
+    )
+    assert_frame_equal(df, expected, check_names=True)
diff --git a/connectorx-python/connectorx/tests/test_clickhouse.py b/connectorx-python/connectorx/tests/test_clickhouse.py
new file mode 100644
index 0000000..630ef37
--- /dev/null
+++ b/connectorx-python/connectorx/tests/test_clickhouse.py
@@ -0,0 +1,83 @@
+import os
+
+import pandas as pd
+import pytest
+from pandas.testing import assert_frame_equal
+
+from .. import read_sql
+
+
+@pytest.fixture(scope="module")  # type: ignore
+def clickhouse_url() -> str:
+    conn = os.environ["CLICKHOUSE_URL"]
+    return conn
+
+
+@pytest.mark.skipif(
+    not os.environ.get("CLICKHOUSE_URL"),
+    reason="Do not test Clickhouse unless `CLICKHOUSE_URL` is set",
+)
+def test_clickhouse_without_partition(clickhouse_url: str) -> None:
+    query = "select * from test_table limit 3"
+    # clickhouse does not support binary protocol
+    df = read_sql(clickhouse_url, query, protocol="text")
+    # result from clickhouse might have different order each time
+    df.sort_values(by="test_int", inplace=True, ignore_index=True)
+    expected = pd.DataFrame(
+        index=range(3),
+        data={
+            "test_int": pd.Series([1, 2, 3], dtype="float64"),
+            "test_str": pd.Series(["abc", "defg", "hijkl"], dtype="object"),
+        },
+    )
+    assert_frame_equal(df, expected, check_names=True)
+
+
+@pytest.mark.skipif(
+    not os.environ.get("CLICKHOUSE_URL"),
+    reason="Do not test Clickhouse unless `CLICKHOUSE_URL` is set",
+)
+def test_clickhouse_with_partition(clickhouse_url: str) -> None:
+    query = "select * from test_table"
+    df = read_sql(
+        clickhouse_url, query, partition_on="test_int", partition_num=3, protocol="text"
+    )
+    df.sort_values(by="test_int", inplace=True, ignore_index=True)
+    expected = pd.DataFrame(
+        index=range(6),
+        data={
+            "test_int": pd.Series([1, 2, 3, 4, 5, 6], dtype="float64"),
+            "test_str": pd.Series(
+                ["abc", "defg", "hijkl", "mnopqr", "st", "u"], dtype="object"
+            ),
+        },
+    )
+    assert_frame_equal(df, expected, check_names=True)
+
+
+@pytest.mark.skipif(
+    not os.environ.get("CLICKHOUSE_URL"),
+    reason="Do not test Clickhouse unless `CLICKHOUSE_URL` is set",
+)
+def test_clickhouse_types(clickhouse_url: str) -> None:
+    query = "select * from test_types"
+    df = read_sql(clickhouse_url, query, protocol="text")
+    df.sort_values(by="test_int", inplace=True, ignore_index=True)
+    expected = pd.DataFrame(
+        index=range(3),
+        data={
+            "test_int": pd.Series([1, 2, 3], dtype="Int64"),
+            "test_float": pd.Series([2.3, 3.3, 4.3], dtype="float64"),
+            "test_date": pd.Series(
+                ["1999-07-25", "1979-04-07", "1999-09-22"], dtype="datetime64[ns]"
+            ),
+            "test_datetime": pd.Series(
+                ["1999-07-25 23:14:07", "1979-04-07 03:04:37", "1999-07-25 20:21:14"],
+                dtype="datetime64[ns]",
+            ),
+            "test_decimal": pd.Series(["2.22", "3.33", "4.44"], dtype="object"),
+            "test_varchar": pd.Series(["こんにちは", "Ha好ち😁ðy", "b"], dtype="object"),
+            "test_char": pd.Series(["0123456789", "abcdefghij", "321"], dtype="object"),
+        },
+    )
+    assert_frame_equal(df, expected, check_names=True)
diff --git a/connectorx-python/connectorx/tests/test_dask.py b/connectorx-python/connectorx/tests/test_dask.py
new file mode 100644
index 0000000..a36838f
--- /dev/null
+++ b/connectorx-python/connectorx/tests/test_dask.py
@@ -0,0 +1,42 @@
+import os
+
+import pandas as pd
+import pytest
+from pandas.testing import assert_frame_equal
+
+from .. import read_sql
+
+
+@pytest.fixture(scope="module")  # type: ignore
+def postgres_url() -> str:
+    conn = os.environ["POSTGRES_URL"]
+    return conn
+
+
+def test_dask(postgres_url: str) -> None:
+    query = "SELECT * FROM test_table"
+    df = read_sql(
+        postgres_url,
+        query,
+        partition_on="test_int",
+        partition_range=(0, 2000),
+        partition_num=3,
+        return_type="dask",
+    )
+    expected = pd.DataFrame(
+        index=range(6),
+        data={
+            "test_int": pd.Series([0, 1, 2, 3, 4, 1314], dtype="Int64"),
+            "test_nullint": pd.Series([5, 3, None, 7, 9, 2], dtype="Int64"),
+            "test_str": pd.Series(
+                ["a", "str1", "str2", "b", "c", None], dtype="object"
+            ),
+            "test_float": pd.Series([3.1, None, 2.2, 3, 7.8, -10], dtype="float64"),
+            "test_bool": pd.Series(
+                [None, True, False, False, None, True], dtype="boolean"
+            ),
+        },
+    )
+    df = df.compute()
+    df.sort_values(by="test_int", inplace=True, ignore_index=True)
+    assert_frame_equal(df, expected, check_names=True)
diff --git a/connectorx-python/connectorx/tests/test_federation.py b/connectorx-python/connectorx/tests/test_federation.py
new file mode 100644
index 0000000..36203d7
--- /dev/null
+++ b/connectorx-python/connectorx/tests/test_federation.py
@@ -0,0 +1,59 @@
+import os
+
+import pandas as pd
+import pytest
+from pandas.testing import assert_frame_equal
+
+from .. import read_sql
+
+
+@pytest.fixture(scope="module")  # type: ignore
+def db1_url() -> str:
+    conn = os.environ["DB1"]
+    return conn
+
+
+@pytest.fixture(scope="module")  # type: ignore
+def db2_url() -> str:
+    conn = os.environ["DB2"]
+    return conn
+
+
+@pytest.mark.skipif(
+    not (os.environ.get("DB1") and os.environ.get("DB2")),
+    reason="Do not test federated queries is set unless both `DB1` and `DB2` are set",
+)
+def test_fed_spj(db1_url: str, db2_url: str) -> None:
+    query = "SELECT T.test_int, T.test_bool, S.test_language FROM db1.test_table T INNER JOIN db2.test_str S ON T.test_int = S.id"
+    df = read_sql({"db1": db1_url, "db2": db2_url}, query)
+    expected = pd.DataFrame(
+        index=range(5),
+        data={
+            "TEST_INT": pd.Series([0, 1, 2, 3, 4], dtype="int64"),
+            "TEST_BOOL": pd.Series([None, True, False, False, None], dtype="object"),
+            "TEST_LANGUAGE": pd.Series(
+                ["English", "中文", "日本語", "русский", "Emoji"], dtype="object"
+            ),
+        },
+    )
+    df.sort_values(by="TEST_INT", inplace=True, ignore_index=True)
+    assert_frame_equal(df, expected, check_names=True)
+
+
+@pytest.mark.skipif(
+    not (os.environ.get("DB1") and os.environ.get("DB2")),
+    reason="Do not test federated queries is set unless both `DB1` and `DB2` are set",
+)
+def test_fed_spja(db1_url: str, db2_url: str) -> None:
+    query = "select test_bool, AVG(test_float) as avg_float, SUM(test_int) as sum_int from db1.test_table as a, db2.test_str as b where a.test_int = b.id AND test_nullint is not NULL GROUP BY test_bool ORDER BY sum_int"
+    df = read_sql({"db1": db1_url, "db2": db2_url}, query)
+    expected = pd.DataFrame(
+        index=range(3),
+        data={
+            "test_bool": pd.Series([True, False, None], dtype="object"),
+            "AVG_FLOAT": pd.Series([None, 3, 5.45], dtype="float64"),
+            "SUM_INT": pd.Series([1, 3, 4], dtype="int64"),
+        },
+    )
+    df.sort_values(by="SUM_INT", inplace=True, ignore_index=True)
+    assert_frame_equal(df, expected, check_names=True)
diff --git a/connectorx-python/connectorx/tests/test_meta.py b/connectorx-python/connectorx/tests/test_meta.py
new file mode 100644
index 0000000..5484845
--- /dev/null
+++ b/connectorx-python/connectorx/tests/test_meta.py
@@ -0,0 +1,34 @@
+import os
+
+import pandas as pd
+import pytest
+from pandas.testing import assert_frame_equal
+
+from .. import get_meta
+
+
+@pytest.fixture(scope="module")  # type: ignore
+def postgres_url() -> str:
+    conn = os.environ["POSTGRES_URL"]
+    return conn
+
+def test_get_meta(postgres_url: str) -> None:
+    query = "SELECT * FROM test_table limit 10"
+    df = get_meta(
+        postgres_url,
+        query,
+    )
+    expected = pd.DataFrame(
+        data={
+            "test_int": pd.Series([], dtype="Int64"),
+            "test_nullint": pd.Series([], dtype="Int64"),
+            "test_str": pd.Series(
+                [], dtype="object"
+            ),
+            "test_float": pd.Series([], dtype="float64"),
+            "test_bool": pd.Series(
+                [], dtype="boolean"
+            ),
+        },
+    )
+    assert_frame_equal(df, expected, check_names=True)
\ No newline at end of file
diff --git a/connectorx-python/connectorx/tests/test_modin.py b/connectorx-python/connectorx/tests/test_modin.py
new file mode 100644
index 0000000..285bab5
--- /dev/null
+++ b/connectorx-python/connectorx/tests/test_modin.py
@@ -0,0 +1,42 @@
+import os
+
+import pandas as pd
+import pytest
+from pandas.testing import assert_frame_equal
+
+from .. import read_sql
+
+
+@pytest.fixture(scope="module")  # type: ignore
+def postgres_url() -> str:
+    conn = os.environ["POSTGRES_URL"]
+    return conn
+
+
+def test_modin(postgres_url: str) -> None:
+    query = "SELECT * FROM test_table"
+    df = read_sql(
+        postgres_url,
+        query,
+        partition_on="test_int",
+        partition_range=(0, 2000),
+        partition_num=3,
+        return_type="modin",
+    )
+    expected = pd.DataFrame(
+        index=range(6),
+        data={
+            "test_int": pd.Series([0, 1, 2, 3, 4, 1314], dtype="Int64"),
+            "test_nullint": pd.Series([5, 3, None, 7, 9, 2], dtype="Int64"),
+            "test_str": pd.Series(
+                ["a", "str1", "str2", "b", "c", None], dtype="object"
+            ),
+            "test_float": pd.Series([3.1, None, 2.2, 3, 7.8, -10], dtype="float64"),
+            "test_bool": pd.Series(
+                [None, True, False, False, None, True], dtype="boolean"
+            ),
+        },
+    )
+    df = df._to_pandas()
+    df.sort_values(by="test_int", inplace=True, ignore_index=True)
+    assert_frame_equal(df, expected, check_names=True)
diff --git a/connectorx-python/connectorx/tests/test_mssql.py b/connectorx-python/connectorx/tests/test_mssql.py
new file mode 100644
index 0000000..ee04d00
--- /dev/null
+++ b/connectorx-python/connectorx/tests/test_mssql.py
@@ -0,0 +1,498 @@
+import os
+
+import pandas as pd
+import pytest
+from pandas.testing import assert_frame_equal
+
+from .. import read_sql
+
+
+@pytest.fixture(scope="module")  # type: ignore
+def mssql_url() -> str:
+    conn = os.environ["MSSQL_URL"]
+    # conn = os.environ["AZURE_MSSQL_URL"]
+    return conn
+
+
+@pytest.mark.xfail
+def test_on_non_select(mssql_url: str) -> None:
+    query = "CREATE TABLE non_select(id INTEGER NOT NULL)"
+    df = read_sql(mssql_url, query)
+
+
+def test_aggregation(mssql_url: str) -> None:
+    query = (
+        "SELECT test_bool, SUM(test_float) as sum FROM test_table GROUP BY test_bool"
+    )
+    df = read_sql(mssql_url, query)
+    expected = pd.DataFrame(
+        index=range(3),
+        data={
+            "test_bool": pd.Series([None, False, True], dtype="boolean"),
+            "sum": pd.Series([10.9, 5.2, -10.0], dtype="float64"),
+        },
+    )
+    assert_frame_equal(df, expected, check_names=True)
+
+
+def test_partition_on_aggregation(mssql_url: str) -> None:
+    query = (
+        "SELECT test_bool, SUM(test_int) AS test_int FROM test_table GROUP BY test_bool"
+    )
+    df = read_sql(mssql_url, query, partition_on="test_int", partition_num=2)
+    expected = pd.DataFrame(
+        index=range(3),
+        data={
+            "test_bool": pd.Series([None, False, True], dtype="boolean"),
+            "test_int": pd.Series([4, 5, 1315], dtype="Int64"),
+        },
+    )
+    df.sort_values(by="test_int", inplace=True, ignore_index=True)
+    assert_frame_equal(df, expected, check_names=True)
+
+
+def test_aggregation2(mssql_url: str) -> None:
+    query = "select DISTINCT(test_bool) from test_table"
+    df = read_sql(mssql_url, query)
+    expected = pd.DataFrame(
+        index=range(3),
+        data={
+            "test_bool": pd.Series([None, False, True], dtype="boolean"),
+        },
+    )
+    assert_frame_equal(df, expected, check_names=True)
+
+
+def test_partition_on_aggregation2(mssql_url: str) -> None:
+    query = "select MAX(test_int) as max, MIN(test_int) as min from test_table"
+    df = read_sql(mssql_url, query, partition_on="max", partition_num=2)
+    expected = pd.DataFrame(
+        index=range(1),
+        data={
+            "max": pd.Series([1314], dtype="Int64"),
+            "min": pd.Series([0], dtype="Int64"),
+        },
+    )
+    assert_frame_equal(df, expected, check_names=True)
+
+
+def test_mssql_udf(mssql_url: str) -> None:
+    query = (
+        "SELECT dbo.increment(test_int) AS test_int FROM test_table ORDER BY test_int"
+    )
+    df = read_sql(mssql_url, query, partition_on="test_int", partition_num=2)
+    expected = pd.DataFrame(
+        index=range(6),
+        data={
+            "test_int": pd.Series([1, 2, 3, 4, 5, 1315], dtype="Int64"),
+        },
+    )
+    df.sort_values(by="test_int", inplace=True, ignore_index=True)
+    assert_frame_equal(df, expected, check_names=True)
+
+
+def test_manual_partition(mssql_url: str) -> None:
+
+    queries = [
+        "SELECT * FROM test_table WHERE test_int < 2",
+        "SELECT * FROM test_table WHERE test_int >= 2",
+    ]
+
+    df = read_sql(mssql_url, query=queries)
+
+    expected = pd.DataFrame(
+        index=range(6),
+        data={
+            "test_int": pd.Series([0, 1, 2, 3, 4, 1314], dtype="int64"),
+            "test_nullint": pd.Series([5, 3, None, 7, 9, 2], dtype="Int64"),
+            "test_str": pd.Series(
+                ["a", "str1", "str2", "b", "c", None], dtype="object"
+            ),
+            "test_float": pd.Series([3.1, None, 2.2, 3, 7.8, -10], dtype="float64"),
+            "test_bool": pd.Series(
+                [None, True, False, False, None, True], dtype="boolean"
+            ),
+        },
+    )
+    df.sort_values(by="test_int", inplace=True, ignore_index=True)
+    assert_frame_equal(df, expected, check_names=True)
+
+
+def test_mssql_without_partition(mssql_url: str) -> None:
+    query = "SELECT * FROM test_table"
+    df = read_sql(mssql_url, query)
+    expected = pd.DataFrame(
+        index=range(6),
+        data={
+            "test_int": pd.Series([1, 2, 0, 3, 4, 1314], dtype="int64"),
+            "test_nullint": pd.Series([3, None, 5, 7, 9, 2], dtype="Int64"),
+            "test_str": pd.Series(
+                ["str1", "str2", "a", "b", "c", None], dtype="object"
+            ),
+            "test_float": pd.Series([None, 2.2, 3.1, 3, 7.8, -10], dtype="float64"),
+            "test_bool": pd.Series(
+                [True, False, None, False, None, True], dtype="boolean"
+            ),
+        },
+    )
+    assert_frame_equal(df, expected, check_names=True)
+
+
+def test_mssql_limit_without_partition(mssql_url: str) -> None:
+    query = "SELECT top 3 * FROM test_table"
+    df = read_sql(mssql_url, query)
+    expected = pd.DataFrame(
+        index=range(3),
+        data={
+            "test_int": pd.Series([1, 2, 0], dtype="int64"),
+            "test_nullint": pd.Series([3, None, 5], dtype="Int64"),
+            "test_str": pd.Series(["str1", "str2", "a"], dtype="object"),
+            "test_float": pd.Series([None, 2.2, 3.1], dtype="float64"),
+            "test_bool": pd.Series([True, False, None], dtype="boolean"),
+        },
+    )
+    assert_frame_equal(df, expected, check_names=True)
+
+
+def test_mssql_limit_large_without_partition(mssql_url: str) -> None:
+    query = "SELECT top 10 * FROM test_table"
+    df = read_sql(mssql_url, query)
+    expected = pd.DataFrame(
+        index=range(6),
+        data={
+            "test_int": pd.Series([1, 2, 0, 3, 4, 1314], dtype="int64"),
+            "test_nullint": pd.Series([3, None, 5, 7, 9, 2], dtype="Int64"),
+            "test_str": pd.Series(
+                ["str1", "str2", "a", "b", "c", None], dtype="object"
+            ),
+            "test_float": pd.Series([None, 2.2, 3.1, 3, 7.8, -10], dtype="float64"),
+            "test_bool": pd.Series(
+                [True, False, None, False, None, True], dtype="boolean"
+            ),
+        },
+    )
+    assert_frame_equal(df, expected, check_names=True)
+
+
+def test_mssql_with_partition(mssql_url: str) -> None:
+    query = "SELECT * FROM test_table"
+    df = read_sql(
+        mssql_url,
+        query,
+        partition_on="test_int",
+        partition_range=(0, 2000),
+        partition_num=3,
+    )
+    expected = pd.DataFrame(
+        index=range(6),
+        data={
+            "test_int": pd.Series([0, 1, 2, 3, 4, 1314], dtype="int64"),
+            "test_nullint": pd.Series([5, 3, None, 7, 9, 2], dtype="Int64"),
+            "test_str": pd.Series(
+                ["a", "str1", "str2", "b", "c", None], dtype="object"
+            ),
+            "test_float": pd.Series([3.1, None, 2.2, 3, 7.8, -10], dtype="float64"),
+            "test_bool": pd.Series(
+                [None, True, False, False, None, True], dtype="boolean"
+            ),
+        },
+    )
+    df.sort_values(by="test_int", inplace=True, ignore_index=True)
+    assert_frame_equal(df, expected, check_names=True)
+
+
+def test_mssql_limit_with_partition(mssql_url: str) -> None:
+    query = "SELECT top 3 * FROM test_table"
+    df = read_sql(
+        mssql_url,
+        query,
+        partition_on="test_int",
+        partition_range=(0, 2000),
+        partition_num=3,
+    )
+    expected = pd.DataFrame(
+        index=range(3),
+        data={
+            "test_int": pd.Series([0, 1, 2], dtype="int64"),
+            "test_nullint": pd.Series([5, 3, None], dtype="Int64"),
+            "test_str": pd.Series(["a", "str1", "str2"], dtype="object"),
+            "test_float": pd.Series([3.1, None, 2.20], dtype="float64"),
+            "test_bool": pd.Series([None, True, False], dtype="boolean"),
+        },
+    )
+    df.sort_values(by="test_int", inplace=True, ignore_index=True)
+    assert_frame_equal(df, expected, check_names=True)
+
+
+def test_mssql_limit_large_with_partition(mssql_url: str) -> None:
+    query = "SELECT top 10 * FROM test_table"
+    df = read_sql(
+        mssql_url,
+        query,
+        partition_on="test_int",
+        partition_range=(0, 2000),
+        partition_num=3,
+    )
+    expected = pd.DataFrame(
+        index=range(6),
+        data={
+            "test_int": pd.Series([0, 1, 2, 3, 4, 1314], dtype="int64"),
+            "test_nullint": pd.Series([5, 3, None, 7, 9, 2], dtype="Int64"),
+            "test_str": pd.Series(
+                ["a", "str1", "str2", "b", "c", None], dtype="object"
+            ),
+            "test_float": pd.Series([3.1, None, 2.2, 3, 7.8, -10], dtype="float64"),
+            "test_bool": pd.Series(
+                [None, True, False, False, None, True], dtype="boolean"
+            ),
+        },
+    )
+    df.sort_values(by="test_int", inplace=True, ignore_index=True)
+    assert_frame_equal(df, expected, check_names=True)
+
+
+def test_mssql_with_partition_without_partition_range(mssql_url: str) -> None:
+    query = "SELECT * FROM test_table where test_float > 3"
+    df = read_sql(
+        mssql_url,
+        query,
+        partition_on="test_int",
+        partition_num=3,
+    )
+
+    expected = pd.DataFrame(
+        index=range(2),
+        data={
+            "test_int": pd.Series([0, 4], dtype="int64"),
+            "test_nullint": pd.Series([5, 9], dtype="Int64"),
+            "test_str": pd.Series(["a", "c"], dtype="object"),
+            "test_float": pd.Series([3.1, 7.8], dtype="float64"),
+            "test_bool": pd.Series([None, None], dtype="boolean"),
+        },
+    )
+    df.sort_values(by="test_int", inplace=True, ignore_index=True)
+    assert_frame_equal(df, expected, check_names=True)
+
+
+def test_mssql_with_partition_and_selection(mssql_url: str) -> None:
+    query = "SELECT * FROM test_table WHERE 1 = 3 OR 2 = 2"
+    df = read_sql(
+        mssql_url,
+        query,
+        partition_on="test_int",
+        partition_range=(0, 2000),
+        partition_num=3,
+    )
+    expected = pd.DataFrame(
+        index=range(6),
+        data={
+            "test_int": pd.Series([0, 1, 2, 3, 4, 1314], dtype="int64"),
+            "test_nullint": pd.Series([5, 3, None, 7, 9, 2], dtype="Int64"),
+            "test_str": pd.Series(
+                ["a", "str1", "str2", "b", "c", None], dtype="object"
+            ),
+            "test_float": pd.Series([3.1, None, 2.2, 3, 7.8, -10], dtype="float64"),
+            "test_bool": pd.Series(
+                [None, True, False, False, None, True], dtype="boolean"
+            ),
+        },
+    )
+    df.sort_values(by="test_int", inplace=True, ignore_index=True)
+    assert_frame_equal(df, expected, check_names=True)
+
+
+def test_mssql_with_partition_and_projection(mssql_url: str) -> None:
+    query = "SELECT test_int, test_float, test_str FROM test_table"
+    df = read_sql(
+        mssql_url,
+        query,
+        partition_on="test_int",
+        partition_range=(0, 2000),
+        partition_num=3,
+    )
+    expected = pd.DataFrame(
+        index=range(6),
+        data={
+            "test_int": pd.Series([0, 1, 2, 3, 4, 1314], dtype="int64"),
+            "test_float": pd.Series([3.1, None, 2.2, 3, 7.8, -10], dtype="float64"),
+            "test_str": pd.Series(
+                ["a", "str1", "str2", "b", "c", None], dtype="object"
+            ),
+        },
+    )
+    df.sort_values(by="test_int", inplace=True, ignore_index=True)
+    assert_frame_equal(df, expected, check_names=True)
+
+
+def test_mssql_with_partition_and_spja(mssql_url: str) -> None:
+    query = """
+    SELECT test_bool, AVG(test_float) AS avg, SUM(test_int) AS sum 
+    FROM test_table AS a, test_str AS b 
+    WHERE a.test_int = b.id AND test_nullint IS NOT NULL 
+    GROUP BY test_bool 
+    ORDER BY sum
+    """
+    df = read_sql(mssql_url, query, partition_on="sum", partition_num=2)
+    expected = pd.DataFrame(
+        index=range(3),
+        data={
+            "test_bool": pd.Series([True, False, None], dtype="boolean"),
+            "avg": pd.Series([None, 3, 5.45], dtype="float64"),
+            "sum": pd.Series([1, 3, 4], dtype="Int64"),
+        },
+    )
+    df = df.sort_values("sum").reset_index(drop=True)
+    assert_frame_equal(df, expected, check_names=True)
+
+
+def test_empty_result(mssql_url: str) -> None:
+    query = "SELECT * FROM test_table where test_int < -100"
+    df = read_sql(mssql_url, query)
+    expected = pd.DataFrame(
+        data={
+            "test_int": pd.Series([], dtype="int64"),
+            "test_nullint": pd.Series([], dtype="Int64"),
+            "test_str": pd.Series([], dtype="object"),
+            "test_float": pd.Series([], dtype="float64"),
+            "test_bool": pd.Series([], dtype="boolean"),
+        }
+    )
+    assert_frame_equal(df, expected, check_names=True)
+
+
+def test_empty_result_on_partition(mssql_url: str) -> None:
+    query = "SELECT * FROM test_table where test_int < -100"
+    df = read_sql(mssql_url, query, partition_on="test_int", partition_num=3)
+    expected = pd.DataFrame(
+        data={
+            "test_int": pd.Series([], dtype="int64"),
+            "test_nullint": pd.Series([], dtype="Int64"),
+            "test_str": pd.Series([], dtype="object"),
+            "test_float": pd.Series([], dtype="float64"),
+            "test_bool": pd.Series([], dtype="boolean"),
+        }
+    )
+    assert_frame_equal(df, expected, check_names=True)
+
+
+def test_empty_result_on_some_partition(mssql_url: str) -> None:
+    query = "SELECT * FROM test_table where test_int < 1"
+    df = read_sql(mssql_url, query, partition_on="test_int", partition_num=3)
+    expected = pd.DataFrame(
+        data={
+            "test_int": pd.Series([0], dtype="int64"),
+            "test_nullint": pd.Series([5], dtype="Int64"),
+            "test_str": pd.Series(["a"], dtype="object"),
+            "test_float": pd.Series([3.1], dtype="float"),
+            "test_bool": pd.Series([None], dtype="boolean"),
+        }
+    )
+    assert_frame_equal(df, expected, check_names=True)
+
+
+def test_mssql_types(mssql_url: str) -> None:
+    query = "SELECT * FROM test_types"
+    df = read_sql(mssql_url, query)
+    expected = pd.DataFrame(
+        index=range(3),
+        data={
+            "test_int1": pd.Series([0, 255, None], dtype="Int64"),
+            "test_int2": pd.Series([-32768, 32767, None], dtype="Int64"),
+            "test_int4": pd.Series([-2147483648, 2147483647, None], dtype="Int64"),
+            "test_int8": pd.Series(
+                [-9223372036854775808, 9223372036854775807, None], dtype="Int64"
+            ),
+            "test_float24": pd.Series([None, 1.18e-38, 3.40e38], dtype="float"),
+            "test_float53": pd.Series([None, -2.23e-308, 1.79e308], dtype="float"),
+            "test_floatn": pd.Series([None, 0, 123.1234567], dtype="float"),
+            "test_date": pd.Series(
+                ["1999-07-25", None, "2021-01-28"], dtype="datetime64[ns]"
+            ),
+            "test_time": pd.Series(["00:00:00", "23:59:59", None], dtype="object"),
+            "test_datetime": pd.Series(
+                [None, "2020-12-31 23:59:59", "2021-01-28 10:30:30"],
+                dtype="datetime64[ns]",
+            ),
+            "test_smalldatetime": pd.Series(
+                ["1990-01-01 10:00:00", None, "2079-06-05 23:00:00"],
+                dtype="datetime64[ns]",
+            ),
+            "test_naivedatetime": pd.Series(
+                ["1753-01-01 12:00:00", "2038-12-31 01:00:00", None],
+                dtype="datetime64[ns]",
+            ),
+            "test_naivedatetime2": pd.Series(
+                ["1900-01-01 12:00:00.12345", None, "2027-03-18 14:30:30.54321"],
+                dtype="datetime64[ns]",
+            ),
+            "test_new_decimal": pd.Series([1.1, 2.2, None], dtype="float"),
+            "test_decimal": pd.Series([1, 2, None], dtype="float"),
+            "test_varchar": pd.Series([None, "varchar2", "varchar3"], dtype="object"),
+            "test_char": pd.Series([None, "char2     ", "char3     "], dtype="object"),
+            "test_varbinary": pd.Series([None, b"1234", b""], dtype="object"),
+            "test_binary": pd.Series(
+                [None, b"12\x00\x00\x00", b"\x00\x00\x00\x00\x00"], dtype="object"
+            ),
+            "test_nchar": pd.Series(["1234", None, "12  "], dtype="object"),
+            "test_text": pd.Series(["text", "t", None], dtype="object"),
+            "test_ntext": pd.Series(["ntext", "nt", None], dtype="object"),
+            "test_uuid": pd.Series(
+                [
+                    "86b494cc-96b2-11eb-9298-3e22fbb9fe9d",
+                    None,
+                    "86b49b84-96b2-11eb-9298-3e22fbb9fe9d",
+                ],
+                dtype="object",
+            ),
+            "test_money": pd.Series(
+                [None, 922337203685477.5807, -922337203685477.5808], dtype="float"
+            ),
+            "test_smallmoney": pd.Series(
+                [None, 214748.3647, -214748.3648], dtype="float"
+            ),
+        },
+    )
+    assert_frame_equal(df, expected, check_names=True)
+
+
+def test_mssql_unicode(mssql_url: str) -> None:
+    query = "SELECT test_hello FROM test_str where 1 <= id and id <= 4"
+    df = read_sql(mssql_url, query)
+    expected = pd.DataFrame(
+        index=range(4),
+        data={
+            "test_hello": pd.Series(
+                ["你好", "こんにちは", "Здра́вствуйте", "😁😂😜"], dtype="object"
+            ),
+        },
+    )
+    assert_frame_equal(df, expected, check_names=True)
+
+
+def test_mssql_cte(mssql_url: str) -> None:
+    query = "with test_cte (test_int, test_str) as (select test_int, test_str from test_table where test_float > 0) select test_int, test_str from test_cte"
+    df = read_sql(mssql_url, query, partition_on="test_int", partition_num=3)
+    df.sort_values(by="test_int", inplace=True, ignore_index=True)
+    expected = pd.DataFrame(
+        index=range(4),
+        data={
+            "test_int": pd.Series([0, 2, 3, 4], dtype="int64"),
+            "test_str": pd.Series(["a", "str2", "b", "c"], dtype="object"),
+        },
+    )
+    assert_frame_equal(df, expected, check_names=True)
+
+
+def test_mssql_offset(mssql_url: str) -> None:
+    query = "SELECT * FROM (SELECT * FROM test_table) AS _ ORDER BY(SELECT NULL) OFFSET 0 ROWS FETCH NEXT 1 ROWS ONLY"
+    df = read_sql(mssql_url, query)
+    expected = pd.DataFrame(
+        data={
+            "test_int": pd.Series([1], dtype="int64"),
+            "test_nullint": pd.Series([3], dtype="Int64"),
+            "test_str": pd.Series(["str1"], dtype="object"),
+            "test_float": pd.Series([None], dtype="float"),
+            "test_bool": pd.Series([True], dtype="boolean"),
+        }
+    )
+    assert_frame_equal(df, expected, check_names=True)
diff --git a/connectorx-python/connectorx/tests/test_mysql.py b/connectorx-python/connectorx/tests/test_mysql.py
new file mode 100644
index 0000000..9376bf5
--- /dev/null
+++ b/connectorx-python/connectorx/tests/test_mysql.py
@@ -0,0 +1,470 @@
+import os
+
+import pandas as pd
+import pytest
+from pandas.testing import assert_frame_equal
+
+from .. import read_sql
+
+
+@pytest.fixture(scope="module")  # type: ignore
+def mysql_url() -> str:
+    conn = os.environ["MYSQL_URL"]
+    # conn = os.environ["MARIADB_URL"]
+    return conn
+
+
+def test_mysql_without_partition(mysql_url: str) -> None:
+    query = "select * from test_table limit 3"
+    df = read_sql(mysql_url, query)
+    expected = pd.DataFrame(
+        index=range(3),
+        data={
+            "test_int": pd.Series([1, 2, 3], dtype="Int64"),
+            "test_float": pd.Series([1.1, 2.2, 3.3], dtype="float64"),
+            "test_enum": pd.Series(["odd", "even", "odd"], dtype="object"),
+            "test_null": pd.Series([None, None, None], dtype="Int64"),
+        },
+    )
+    assert_frame_equal(df, expected, check_names=True)
+
+
+def test_mysql_with_partition(mysql_url: str) -> None:
+    query = "select * from test_table"
+    df = read_sql(
+        mysql_url,
+        query,
+        partition_on="test_int",
+        partition_range=(0, 10),
+        partition_num=6,
+    )
+    expected = pd.DataFrame(
+        index=range(6),
+        data={
+            "test_int": pd.Series([1, 2, 3, 4, 5, 6], dtype="Int64"),
+            "test_float": pd.Series([1.1, 2.2, 3.3, 4.4, 5.5, 6.6], dtype="float64"),
+            "test_enum": pd.Series(
+                ["odd", "even", "odd", "even", "odd", "even"], dtype="object"
+            ),
+            "test_null": pd.Series([None, None, None, None, None, None], dtype="Int64"),
+        },
+    )
+    df.sort_values(by="test_int", inplace=True, ignore_index=True)
+    assert_frame_equal(df, expected, check_names=True)
+
+
+def test_mysql_without_partition(mysql_url: str) -> None:
+    query = "SELECT * FROM test_table"
+    df = read_sql(mysql_url, query)
+    expected = pd.DataFrame(
+        index=range(6),
+        data={
+            "test_int": pd.Series([1, 2, 3, 4, 5, 6], dtype="Int64"),
+            "test_float": pd.Series([1.1, 2.2, 3.3, 4.4, 5.5, 6.6], dtype="float64"),
+            "test_enum": pd.Series(
+                ["odd", "even", "odd", "even", "odd", "even"], dtype="object"
+            ),
+            "test_null": pd.Series([None, None, None, None, None, None], dtype="Int64"),
+        },
+    )
+    assert_frame_equal(df, expected, check_names=True)
+
+
+def test_mysql_limit_without_partition(mysql_url: str) -> None:
+    query = "SELECT * FROM test_table limit 3"
+    df = read_sql(mysql_url, query)
+    expected = pd.DataFrame(
+        index=range(3),
+        data={
+            "test_int": pd.Series([1, 2, 3], dtype="Int64"),
+            "test_float": pd.Series([1.1, 2.2, 3.3], dtype="float64"),
+            "test_enum": pd.Series(["odd", "even", "odd"], dtype="object"),
+            "test_null": pd.Series([None, None, None], dtype="Int64"),
+        },
+    )
+    assert_frame_equal(df, expected, check_names=True)
+
+
+def test_mysql_limit_large_without_partition(mysql_url: str) -> None:
+    query = "SELECT * FROM test_table limit 10"
+    df = read_sql(mysql_url, query)
+    expected = pd.DataFrame(
+        index=range(6),
+        data={
+            "test_int": pd.Series([1, 2, 3, 4, 5, 6], dtype="Int64"),
+            "test_float": pd.Series([1.1, 2.2, 3.3, 4.4, 5.5, 6.6], dtype="float64"),
+            "test_enum": pd.Series(
+                ["odd", "even", "odd", "even", "odd", "even"], dtype="object"
+            ),
+            "test_null": pd.Series([None, None, None, None, None, None], dtype="Int64"),
+        },
+    )
+    assert_frame_equal(df, expected, check_names=True)
+
+
+def test_mysql_with_partition(mysql_url: str) -> None:
+    query = "SELECT * FROM test_table"
+    df = read_sql(
+        mysql_url,
+        query,
+        partition_on="test_int",
+        partition_range=(0, 2000),
+        partition_num=3,
+    )
+    expected = pd.DataFrame(
+        index=range(6),
+        data={
+            "test_int": pd.Series([1, 2, 3, 4, 5, 6], dtype="Int64"),
+            "test_float": pd.Series([1.1, 2.2, 3.3, 4.4, 5.5, 6.6], dtype="float64"),
+            "test_enum": pd.Series(
+                ["odd", "even", "odd", "even", "odd", "even"], dtype="object"
+            ),
+            "test_null": pd.Series([None, None, None, None, None, None], dtype="Int64"),
+        },
+    )
+    df.sort_values(by="test_int", inplace=True, ignore_index=True)
+    assert_frame_equal(df, expected, check_names=True)
+
+
+def test_mysql_limit_with_partition(mysql_url: str) -> None:
+    query = "SELECT * FROM test_table limit 3"
+    df = read_sql(
+        mysql_url,
+        query,
+        partition_on="test_int",
+        partition_range=(0, 2000),
+        partition_num=3,
+    )
+    expected = pd.DataFrame(
+        index=range(3),
+        data={
+            "test_int": pd.Series([1, 2, 3], dtype="Int64"),
+            "test_float": pd.Series([1.1, 2.2, 3.3], dtype="float64"),
+            "test_enum": pd.Series(["odd", "even", "odd"], dtype="object"),
+            "test_null": pd.Series([None, None, None], dtype="Int64"),
+        },
+    )
+    df.sort_values(by="test_int", inplace=True, ignore_index=True)
+    assert_frame_equal(df, expected, check_names=True)
+
+
+def test_mysql_limit_large_with_partition(mysql_url: str) -> None:
+    query = "SELECT * FROM test_table limit 10"
+    df = read_sql(
+        mysql_url,
+        query,
+        partition_on="test_int",
+        partition_range=(0, 2000),
+        partition_num=3,
+    )
+    expected = pd.DataFrame(
+        index=range(6),
+        data={
+            "test_int": pd.Series([1, 2, 3, 4, 5, 6], dtype="Int64"),
+            "test_float": pd.Series([1.1, 2.2, 3.3, 4.4, 5.5, 6.6], dtype="float64"),
+            "test_enum": pd.Series(
+                ["odd", "even", "odd", "even", "odd", "even"], dtype="object"
+            ),
+            "test_null": pd.Series([None, None, None, None, None, None], dtype="Int64"),
+        },
+    )
+    df.sort_values(by="test_int", inplace=True, ignore_index=True)
+    assert_frame_equal(df, expected, check_names=True)
+
+
+def test_mysql_with_partition_without_partition_range(mysql_url: str) -> None:
+    query = "SELECT * FROM test_table where test_float > 3"
+    df = read_sql(
+        mysql_url,
+        query,
+        partition_on="test_int",
+        partition_num=3,
+    )
+    expected = pd.DataFrame(
+        index=range(4),
+        data={
+            "test_int": pd.Series([3, 4, 5, 6], dtype="Int64"),
+            "test_float": pd.Series([3.3, 4.4, 5.5, 6.6], dtype="float64"),
+            "test_enum": pd.Series(["odd", "even", "odd", "even"], dtype="object"),
+            "test_null": pd.Series([None, None, None, None], dtype="Int64"),
+        },
+    )
+    df.sort_values(by="test_int", inplace=True, ignore_index=True)
+    assert_frame_equal(df, expected, check_names=True)
+
+
+def test_mysql_manual_partition(mysql_url: str) -> None:
+    queries = [
+        "SELECT * FROM test_table WHERE test_int < 2",
+        "SELECT * FROM test_table WHERE test_int >= 2",
+    ]
+    df = read_sql(mysql_url, query=queries)
+    expected = pd.DataFrame(
+        index=range(6),
+        data={
+            "test_int": pd.Series([1, 2, 3, 4, 5, 6], dtype="Int64"),
+            "test_float": pd.Series([1.1, 2.2, 3.3, 4.4, 5.5, 6.6], dtype="float64"),
+            "test_enum": pd.Series(
+                ["odd", "even", "odd", "even", "odd", "even"], dtype="object"
+            ),
+            "test_null": pd.Series([None, None, None, None, None, None], dtype="Int64"),
+        },
+    )
+    df.sort_values(by="test_int", inplace=True, ignore_index=True)
+    assert_frame_equal(df, expected, check_names=True)
+
+
+def test_mysql_selection_and_projection(mysql_url: str) -> None:
+    query = "SELECT test_int FROM test_table WHERE test_float < 5"
+    df = read_sql(
+        mysql_url,
+        query,
+        partition_on="test_int",
+        partition_num=3,
+    )
+    expected = pd.DataFrame(
+        index=range(4),
+        data={
+            "test_int": pd.Series([1, 2, 3, 4], dtype="Int64"),
+        },
+    )
+    df.sort_values(by="test_int", inplace=True, ignore_index=True)
+    assert_frame_equal(df, expected, check_names=True)
+
+
+def test_mysql_join(mysql_url: str) -> None:
+    query = "SELECT T.test_int, T.test_float, S.test_str FROM test_table T INNER JOIN test_table_extra S ON T.test_int = S.test_int"
+    df = read_sql(
+        mysql_url,
+        query,
+        partition_on="test_int",
+        partition_num=3,
+    )
+    expected = pd.DataFrame(
+        index=range(3),
+        data={
+            "test_int": pd.Series([1, 2, 3], dtype="Int64"),
+            "test_float": pd.Series([1.1, 2.2, 3.3], dtype="float64"),
+            "test_str": pd.Series(
+                [
+                    "Ha好ち😁ðy̆",
+                    "こんにちは",
+                    "русский",
+                ],
+                dtype="object",
+            ),
+        },
+    )
+    df.sort_values(by="test_int", inplace=True, ignore_index=True)
+    assert_frame_equal(df, expected, check_names=True)
+
+
+def test_mysql_aggregate(mysql_url: str) -> None:
+    query = "select AVG(test_float) as avg_float, SUM(T.test_int) as sum_int, SUM(test_null) as sum_null from test_table as T INNER JOIN test_table_extra as S where T.test_int = S.test_int GROUP BY test_enum ORDER BY sum_int"
+    df = read_sql(mysql_url, query)
+    expected = pd.DataFrame(
+        index=range(2),
+        data={
+            "avg_float": pd.Series([2.2, 2.2], dtype="float64"),
+            "sum_int": pd.Series([2.0, 4.0], dtype="float64"),
+            "sum_null": pd.Series([None, None], dtype="float64"),
+        },
+    )
+    assert_frame_equal(df, expected, check_names=True)
+
+
+def test_mysql_types_binary(mysql_url: str) -> None:
+    query = "select * from test_types"
+    df = read_sql(mysql_url, query, protocol="binary")
+    expected = pd.DataFrame(
+        index=range(3),
+        data={
+            "test_timestamp": pd.Series(
+                ["1970-01-01 00:00:01", "2038-01-19 00:00:00", None],
+                dtype="datetime64[ns]",
+            ),
+            "test_date": pd.Series(
+                [None, "1970-01-01", "2038-01-19"], dtype="datetime64[ns]"
+            ),
+            "test_time": pd.Series(["00:00:00", None, "23:59:59"], dtype="object"),
+            "test_datetime": pd.Series(
+                ["1970-01-01 00:00:01", "2038-01-19 00:0:00", None],
+                dtype="datetime64[ns]",
+            ),
+            "test_new_decimal": pd.Series([1.1, None, 3.3], dtype="float"),
+            "test_decimal": pd.Series([1, 2, None], dtype="float"),
+            "test_varchar": pd.Series([None, "varchar2", "varchar3"], dtype="object"),
+            "test_char": pd.Series(["char1", None, "char3"], dtype="object"),
+            "test_tiny": pd.Series([-128, 127, None], dtype="Int64"),
+            "test_short": pd.Series([-32768, 32767, None], dtype="Int64"),
+            "test_int24": pd.Series([-8388608, 8388607, None], dtype="Int64"),
+            "test_long": pd.Series([-2147483648, 2147483647, None], dtype="Int64"),
+            "test_longlong": pd.Series(
+                [-9223372036854775808, 9223372036854775807, None], dtype="Int64"
+            ),
+            "test_tiny_unsigned": pd.Series([None, 255, 0], dtype="Int64"),
+            "test_short_unsigned": pd.Series([None, 65535, 0], dtype="Int64"),
+            "test_int24_unsigned": pd.Series([None, 16777215, 0], dtype="Int64"),
+            "test_long_unsigned": pd.Series([None, 4294967295, 0], dtype="Int64"),
+            "test_longlong_unsigned": pd.Series(
+                [None, 18446744070000001024.0, 0.0], dtype="float"
+            ),
+            "test_long_notnull": pd.Series([1, 2147483647, -2147483648], dtype="int64"),
+            "test_short_unsigned_notnull": pd.Series([1, 65535, 0], dtype="int64"),
+            "test_float": pd.Series([None, -1.1e-38, 3.4e38], dtype="float"),
+            "test_double": pd.Series([-2.2e-308, None, 1.7e308], dtype="float"),
+            "test_double_notnull": pd.Series([1.2345, -1.1e-3, 1.7e30], dtype="float"),
+            "test_year": pd.Series([1901, 2155, None], dtype="Int64"),
+            "test_tinyblob": pd.Series(
+                [None, b"tinyblob2", b"tinyblob3"], dtype="object"
+            ),
+            "test_blob": pd.Series(
+                [None, b"blobblobblobblob2", b"blobblobblobblob3"], dtype="object"
+            ),
+            "test_mediumblob": pd.Series(
+                [None, b"mediumblob2", b"mediumblob3"], dtype="object"
+            ),
+            "test_longblob": pd.Series(
+                [None, b"longblob2", b"longblob3"], dtype="object"
+            ),
+            "test_enum": pd.Series(["apple", None, "mango"], dtype="object"),
+            "test_json": pd.Series(
+                ['{"age":1,"name":"piggy"}', '{"age":2,"name":"kitty"}', None],
+                # mariadb
+                # [b'{"name": "piggy", "age": 1}', b'{"name": "kitty", "age": 2}', None],
+                dtype="object",
+            ),
+            "test_mediumtext": pd.Series(
+                [None, b"", b"medium text!!!!"], dtype="object"
+            ),
+        },
+    )
+    assert_frame_equal(df, expected, check_names=True)
+
+
+def test_mysql_types_text(mysql_url: str) -> None:
+    query = "select * from test_types"
+    df = read_sql(mysql_url, query, protocol="text")
+    expected = pd.DataFrame(
+        index=range(3),
+        data={
+            "test_timestamp": pd.Series(
+                ["1970-01-01 00:00:01", "2038-01-19 00:00:00", None],
+                dtype="datetime64[ns]",
+            ),
+            "test_date": pd.Series(
+                [None, "1970-01-01", "2038-01-19"], dtype="datetime64[ns]"
+            ),
+            "test_time": pd.Series(["00:00:00", None, "23:59:59"], dtype="object"),
+            "test_datetime": pd.Series(
+                ["1970-01-01 00:00:01", "2038-01-19 00:00:00", None],
+                dtype="datetime64[ns]",
+            ),
+            "test_new_decimal": pd.Series([1.1, None, 3.3], dtype="float"),
+            "test_decimal": pd.Series([1, 2, None], dtype="float"),
+            "test_varchar": pd.Series([None, "varchar2", "varchar3"], dtype="object"),
+            "test_char": pd.Series(["char1", None, "char3"], dtype="object"),
+            "test_tiny": pd.Series([-128, 127, None], dtype="Int64"),
+            "test_short": pd.Series([-32768, 32767, None], dtype="Int64"),
+            "test_int24": pd.Series([-8388608, 8388607, None], dtype="Int64"),
+            "test_long": pd.Series([-2147483648, 2147483647, None], dtype="Int64"),
+            "test_longlong": pd.Series(
+                [-9223372036854775808, 9223372036854775807, None], dtype="Int64"
+            ),
+            "test_tiny_unsigned": pd.Series([None, 255, 0], dtype="Int64"),
+            "test_short_unsigned": pd.Series([None, 65535, 0], dtype="Int64"),
+            "test_int24_unsigned": pd.Series([None, 16777215, 0], dtype="Int64"),
+            "test_long_unsigned": pd.Series([None, 4294967295, 0], dtype="Int64"),
+            "test_longlong_unsigned": pd.Series(
+                [None, 18446744070000001024.0, 0.0], dtype="float"
+            ),
+            "test_long_notnull": pd.Series([1, 2147483647, -2147483648], dtype="int64"),
+            "test_short_unsigned_notnull": pd.Series([1, 65535, 0], dtype="int64"),
+            "test_float": pd.Series([None, -1.1e-38, 3.4e38], dtype="float"),
+            "test_double": pd.Series([-2.2e-308, None, 1.7e308], dtype="float"),
+            "test_double_notnull": pd.Series([1.2345, -1.1e-3, 1.7e30], dtype="float"),
+            "test_year": pd.Series([1901, 2155, None], dtype="Int64"),
+            "test_tinyblob": pd.Series(
+                [None, b"tinyblob2", b"tinyblob3"], dtype="object"
+            ),
+            "test_blob": pd.Series(
+                [None, b"blobblobblobblob2", b"blobblobblobblob3"], dtype="object"
+            ),
+            "test_mediumblob": pd.Series(
+                [None, b"mediumblob2", b"mediumblob3"], dtype="object"
+            ),
+            "test_longblob": pd.Series(
+                [None, b"longblob2", b"longblob3"], dtype="object"
+            ),
+            "test_enum": pd.Series(["apple", None, "mango"], dtype="object"),
+            "test_json": pd.Series(
+                ['{"age":1,"name":"piggy"}', '{"age":2,"name":"kitty"}', None],
+                # mariadb
+                # [b'{"name": "piggy", "age": 1}', b'{"name": "kitty", "age": 2}', None],
+                dtype="object",
+            ),
+            "test_mediumtext": pd.Series(
+                [None, b"", b"medium text!!!!"], dtype="object"
+            ),
+        },
+    )
+    assert_frame_equal(df, expected, check_names=True)
+
+
+def test_empty_result(mysql_url: str) -> None:
+    query = "SELECT * FROM test_table where test_int < -100"
+    df = read_sql(mysql_url, query)
+    expected = pd.DataFrame(
+        data={
+            "test_int": pd.Series([], dtype="Int64"),
+            "test_float": pd.Series([], dtype="float64"),
+            "test_enum": pd.Series([], dtype="object"),
+            "test_null": pd.Series([], dtype="Int64"),
+        }
+    )
+    assert_frame_equal(df, expected, check_names=True)
+
+
+def test_empty_result_on_partition(mysql_url: str) -> None:
+    query = "SELECT * FROM test_table where test_int < -100"
+    df = read_sql(mysql_url, query, partition_on="test_int", partition_num=3)
+    expected = pd.DataFrame(
+        data={
+            "test_int": pd.Series([], dtype="Int64"),
+            "test_float": pd.Series([], dtype="float64"),
+            "test_enum": pd.Series([], dtype="object"),
+            "test_null": pd.Series([], dtype="Int64"),
+        }
+    )
+    assert_frame_equal(df, expected, check_names=True)
+
+
+def test_empty_result_on_some_partition(mysql_url: str) -> None:
+    query = "SELECT * FROM test_table where test_int = 6"
+    df = read_sql(mysql_url, query, partition_on="test_int", partition_num=3)
+    expected = pd.DataFrame(
+        index=range(1),
+        data={
+            "test_int": pd.Series([6], dtype="Int64"),
+            "test_float": pd.Series([6.6], dtype="float64"),
+            "test_enum": pd.Series(["even"], dtype="object"),
+            "test_null": pd.Series([None], dtype="Int64"),
+        },
+    )
+    assert_frame_equal(df, expected, check_names=True)
+
+
+def test_mysql_cte(mysql_url: str) -> None:
+    query = "with test_cte (test_int, test_enum) as (select test_int, test_enum from test_table where test_float > 2) select test_int, test_enum from test_cte"
+    df = read_sql(mysql_url, query, partition_on="test_int", partition_num=3)
+    df.sort_values(by="test_int", inplace=True, ignore_index=True)
+    expected = pd.DataFrame(
+        index=range(5),
+        data={
+            "test_int": pd.Series([2, 3, 4, 5, 6], dtype="Int64"),
+            "test_enum": pd.Series(
+                ["even", "odd", "even", "odd", "even"], dtype="object"
+            ),
+        },
+    )
+    assert_frame_equal(df, expected, check_names=True)
diff --git a/connectorx-python/connectorx/tests/test_oracle.py b/connectorx-python/connectorx/tests/test_oracle.py
new file mode 100644
index 0000000..59e489c
--- /dev/null
+++ b/connectorx-python/connectorx/tests/test_oracle.py
@@ -0,0 +1,443 @@
+import os
+
+import pandas as pd
+import pytest
+from pandas.testing import assert_frame_equal
+
+from .. import read_sql
+
+
+@pytest.fixture(scope="module")  # type: ignore
+def oracle_url() -> str:
+    conn = os.environ["ORACLE_URL"]
+    return conn
+
+@pytest.mark.xfail
+@pytest.mark.skipif(
+    not os.environ.get("ORACLE_URL"), reason="Test oracle only when `ORACLE_URL` is set"
+)
+def test_on_non_select(oracle_url: str) -> None:
+    query = "CREATE TABLE non_select(id INTEGER NOT NULL)"
+    read_sql(oracle_url, query)
+
+
+@pytest.mark.skipif(
+    not os.environ.get("ORACLE_URL"), reason="Test oracle only when `ORACLE_URL` is set"
+)
+def test_oracle_complex_join(oracle_url: str) -> None:
+    query = "SELECT a.test_int, b.test_date, c.test_num_int FROM test_table a left join test_types b on a.test_int = b.test_num_int cross join (select test_num_int from test_types) c where c.test_num_int < 3"
+    df = read_sql(oracle_url, query)
+    df = df.sort_values("TEST_INT").reset_index(drop=True)
+    expected = pd.DataFrame(
+        data={
+            "TEST_INT": pd.Series([1, 2, 4, 5, 5, 2333], dtype="Int64"),
+            "TEST_DATE": pd.Series(
+                ["2019-05-21", None, None, "2020-05-21", "2020-05-21", None],
+                dtype="datetime64[ns]",
+            ),
+            "TEST_NUM_INT": pd.Series([1, 1, 1, 1, 1, 1], dtype="Int64"),
+        }
+    )
+    assert_frame_equal(df, expected, check_names=True)
+
+
+def test_oracle_complex_join(oracle_url: str) -> None:
+    query = "SELECT a.test_int, b.test_date, c.test_num_int FROM test_table a left join test_types b on a.test_int = b.test_num_int cross join (select test_num_int from test_types) c where c.test_num_int < 3"
+    df = read_sql(oracle_url, query)
+    df = df.sort_values("TEST_INT").reset_index(drop=True)
+    expected = pd.DataFrame(
+        data={
+            "TEST_INT": pd.Series([1, 2, 4, 5, 5, 2333], dtype="Int64"),
+            "TEST_DATE": pd.Series(
+                ["2019-05-21", None, None, "2020-05-21", "2020-05-21", None],
+                dtype="datetime64[ns]",
+            ),
+            "TEST_NUM_INT": pd.Series([1, 1, 1, 1, 1, 1], dtype="Int64"),
+        }
+    )
+    assert_frame_equal(df, expected, check_names=True)
+
+
+@pytest.mark.skipif(
+    not os.environ.get("ORACLE_URL"), reason="Test oracle only when `ORACLE_URL` is set"
+)
+def test_oracle_complex_join(oracle_url: str) -> None:
+    query = "SELECT a.test_int, b.test_date, c.test_num_int FROM test_table a left join test_types b on a.test_int = b.test_num_int cross join (select test_num_int from test_types) c where c.test_num_int < 3"
+    df = read_sql(oracle_url, query)
+    df = df.sort_values("TEST_INT").reset_index(drop=True)
+    expected = pd.DataFrame(
+        data={
+            "TEST_INT": pd.Series([1, 2, 4, 5, 5, 2333], dtype="Int64"),
+            "TEST_DATE": pd.Series(
+                ["2019-05-21", None, None, "2020-05-21", "2020-05-21", None],
+                dtype="datetime64[ns]",
+            ),
+            "TEST_NUM_INT": pd.Series([1, 1, 1, 1, 1, 1], dtype="Int64"),
+        }
+    )
+    assert_frame_equal(df, expected, check_names=True)
+
+
+@pytest.mark.skipif(
+    not os.environ.get("ORACLE_URL"), reason="Test oracle only when `ORACLE_URL` is set"
+)
+def test_oracle_aggregation(oracle_url: str) -> None:
+    query = "select avg(test_int), test_char from test_table group by test_char"
+    df = read_sql(oracle_url, query)
+    df = df.sort_values("AVG(TEST_INT)").reset_index(drop=True)
+    expected = pd.DataFrame(
+        data={
+            "AVG(TEST_INT)": pd.Series([1, 2, 5, 1168.5], dtype="float64"),
+            "TEST_CHAR": pd.Series(["str1 ", "str2 ", "str05", None], dtype="object"),
+        },
+    )
+    assert_frame_equal(df, expected, check_names=True)
+
+
+@pytest.mark.skipif(
+    not os.environ.get("ORACLE_URL"), reason="Test oracle only when `ORACLE_URL` is set"
+)
+def test_oracle_partition_on_aggregation(oracle_url: str) -> None:
+    query = "select sum(test_int) cid, test_char from test_table group by test_char"
+    df = read_sql(oracle_url, query, partition_on="cid", partition_num=3)
+    df = df.sort_values("CID").reset_index(drop=True)
+    expected = pd.DataFrame(
+        index=range(4),
+        data={
+            "CID": pd.Series([1, 2, 5, 2337], dtype="float64"),
+            "TEST_CHAR": pd.Series(["str1 ", "str2 ", "str05", None], dtype="object"),
+        },
+    )
+    assert_frame_equal(df, expected, check_names=True)
+
+
+@pytest.mark.skipif(
+    not os.environ.get("ORACLE_URL"), reason="Test oracle only when `ORACLE_URL` is set"
+)
+def test_oracle_aggregation2(oracle_url: str) -> None:
+    query = "select DISTINCT(test_char) from test_table"
+    df = read_sql(oracle_url, query)
+    expected = pd.DataFrame(
+        data={
+            "TEST_CHAR": pd.Series(["str05", "str1 ", "str2 ", None], dtype="object"),
+        },
+    )
+    df.sort_values(by="TEST_CHAR", inplace=True, ignore_index=True)
+    assert_frame_equal(df, expected, check_names=True)
+
+
+@pytest.mark.skipif(
+    not os.environ.get("ORACLE_URL"), reason="Test oracle only when `ORACLE_URL` is set"
+)
+def test_oracle_partition_on_aggregation2(oracle_url: str) -> None:
+    query = "select MAX(test_int) MAX, MIN(test_int) MIN from test_table"
+    df = read_sql(oracle_url, query, partition_on="MAX", partition_num=2)
+    expected = pd.DataFrame(
+        index=range(1),
+        data={
+            "MAX": pd.Series([2333], dtype="float64"),
+            "MIN": pd.Series([1], dtype="float64"),
+        },
+    )
+    assert_frame_equal(df, expected, check_names=True)
+
+
+@pytest.mark.skipif(
+    not os.environ.get("ORACLE_URL"), reason="Test oracle only when `ORACLE_URL` is set"
+)
+def test_oracle_manual_partition(oracle_url: str) -> None:
+    queries = [
+        "SELECT * FROM test_table WHERE test_int < 2",
+        "SELECT * FROM test_table WHERE test_int >= 2",
+    ]
+    df = read_sql(oracle_url, query=queries)
+    expected = pd.DataFrame(
+        data={
+            "TEST_INT": pd.Series([1, 2, 4, 5, 2333], dtype="Int64"),
+            "TEST_CHAR": pd.Series(
+                ["str1 ", "str2 ", None, "str05", None], dtype="object"
+            ),
+            "TEST_FLOAT": pd.Series([1.1, 2.2, -4.44, None, None], dtype="float64"),
+        },
+    )
+    df.sort_values(by="TEST_INT", inplace=True, ignore_index=True)
+    assert_frame_equal(df, expected, check_names=True)
+
+@pytest.mark.skipif(
+    not os.environ.get("ORACLE_URL"), reason="Test oracle only when `ORACLE_URL` is set"
+)
+def test_oracle_without_partition(oracle_url: str) -> None:
+    query = "SELECT * FROM test_table"
+    df = read_sql(oracle_url, query)
+    expected = pd.DataFrame(
+        data={
+            "TEST_INT": pd.Series([1, 2, 2333, 4, 5], dtype="Int64"),
+            "TEST_CHAR": pd.Series(
+                ["str1 ", "str2 ", None, None, "str05"], dtype="object"
+            ),
+            "TEST_FLOAT": pd.Series([1.1, 2.2, None, -4.44, None], dtype="float64"),
+        },
+    )
+    assert_frame_equal(df, expected, check_names=True)
+
+
+@pytest.mark.skipif(
+    not os.environ.get("ORACLE_URL"), reason="Test oracle only when `ORACLE_URL` is set"
+)
+def test_oracle_limit_without_partition(oracle_url: str) -> None:
+    query = "SELECT * FROM test_table where rownum <= 3"
+    df = read_sql(oracle_url, query)
+    expected = pd.DataFrame(
+        data={
+            "TEST_INT": pd.Series([1, 2, 2333], dtype="Int64"),
+            "TEST_CHAR": pd.Series(["str1 ", "str2 ", None], dtype="object"),
+            "TEST_FLOAT": pd.Series([1.1, 2.2, None], dtype="float64"),
+        },
+    )
+    assert_frame_equal(df, expected, check_names=True)
+
+
+@pytest.mark.skipif(
+    not os.environ.get("ORACLE_URL"), reason="Test oracle only when `ORACLE_URL` is set"
+)
+def test_oracle_limit_large_without_partition(oracle_url: str) -> None:
+    query = "SELECT * FROM test_table where rownum < 10"
+    df = read_sql(oracle_url, query)
+    expected = pd.DataFrame(
+        data={
+            "TEST_INT": pd.Series([1, 2, 2333, 4, 5], dtype="Int64"),
+            "TEST_CHAR": pd.Series(
+                ["str1 ", "str2 ", None, None, "str05"], dtype="object"
+            ),
+            "TEST_FLOAT": pd.Series([1.1, 2.2, None, -4.44, None], dtype="float64"),
+        },
+    )
+    assert_frame_equal(df, expected, check_names=True)
+
+
+@pytest.mark.skipif(
+    not os.environ.get("ORACLE_URL"), reason="Test oracle only when `ORACLE_URL` is set"
+)
+def test_oracle_with_partition(oracle_url: str) -> None:
+    query = "SELECT * FROM test_table"
+    df = read_sql(
+        oracle_url,
+        query,
+        partition_on="test_int",
+        partition_range=(0, 5001),
+        partition_num=3,
+    )
+    expected = pd.DataFrame(
+        data={
+            "TEST_INT": pd.Series([1, 2, 4, 5, 2333], dtype="Int64"),
+            "TEST_CHAR": pd.Series(
+                ["str1 ", "str2 ", None, "str05", None], dtype="object"
+            ),
+            "TEST_FLOAT": pd.Series([1.1, 2.2, -4.44, None, None], dtype="float64"),
+        },
+    )
+    df.sort_values(by="TEST_INT", inplace=True, ignore_index=True)
+    assert_frame_equal(df, expected, check_names=True)
+
+
+@pytest.mark.skipif(
+    not os.environ.get("ORACLE_URL"), reason="Test oracle only when `ORACLE_URL` is set"
+)
+def test_oracle_with_partition_without_partition_range(oracle_url: str) -> None:
+    query = "SELECT * FROM test_table where test_float > 1"
+    df = read_sql(
+        oracle_url,
+        query,
+        partition_on="test_int",
+        partition_num=3,
+    )
+    expected = pd.DataFrame(
+        data={
+            "TEST_INT": pd.Series([1, 2], dtype="Int64"),
+            "TEST_CHAR": pd.Series(["str1 ", "str2 "], dtype="object"),
+            "TEST_FLOAT": pd.Series([1.1, 2.2], dtype="float64"),
+        },
+    )
+    df.sort_values(by="TEST_INT", inplace=True, ignore_index=True)
+    assert_frame_equal(df, expected, check_names=True)
+
+
+@pytest.mark.skipif(
+    not os.environ.get("ORACLE_URL"), reason="Test oracle only when `ORACLE_URL` is set"
+)
+def test_oracle_with_partition_and_selection(oracle_url: str) -> None:
+    query = "SELECT * FROM test_table WHERE 1 = 3 OR 2 = 2"
+    df = read_sql(
+        oracle_url,
+        query,
+        partition_on="test_int",
+        partition_range=(1, 2333),
+        partition_num=3,
+    )
+    expected = pd.DataFrame(
+        data={
+            "TEST_INT": pd.Series([1, 2, 4, 5, 2333], dtype="Int64"),
+            "TEST_CHAR": pd.Series(
+                ["str1 ", "str2 ", None, "str05", None], dtype="object"
+            ),
+            "TEST_FLOAT": pd.Series([1.1, 2.2, -4.44, None, None], dtype="float64"),
+        },
+    )
+    df.sort_values(by="TEST_INT", inplace=True, ignore_index=True)
+    assert_frame_equal(df, expected, check_names=True)
+
+
+@pytest.mark.skipif(
+    not os.environ.get("ORACLE_URL"), reason="Test oracle only when `ORACLE_URL` is set"
+)
+def test_oracle_with_partition_and_spja(oracle_url: str) -> None:
+    query = "select test_table.test_int cid, SUM(test_types.test_num_float) sfloat from test_table, test_types where test_table.test_int=test_types.test_num_int group by test_table.test_int"
+    df = read_sql(oracle_url, query, partition_on="cid", partition_num=2)
+    expected = pd.DataFrame(
+        data={
+            "CID": pd.Series([1, 5], dtype="Int64"),
+            "SFLOAT": pd.Series([2.3, -0.2], dtype="float64"),
+        },
+    )
+    df.sort_values(by="CID", inplace=True, ignore_index=True)
+    assert_frame_equal(df, expected, check_names=True)
+
+
+@pytest.mark.skipif(
+    not os.environ.get("ORACLE_URL"), reason="Test oracle only when `ORACLE_URL` is set"
+)
+def test_oracle_types(oracle_url: str) -> None:
+    query = "SELECT * FROM test_types"
+    df = read_sql(oracle_url, query)
+    print(df)
+    expected = pd.DataFrame(
+        data={
+            "TEST_NUM_INT": pd.Series([1, 5, 5, None], dtype="Int64"),
+            "TEST_INT": pd.Series([-10, 22, 22, 100], dtype="Int64"),
+            "TEST_NUM_FLOAT": pd.Series([2.3, -0.1, -0.1, None], dtype="float64"),
+            "TEST_FLOAT": pd.Series([2.34, 123.455, 123.455, None], dtype="float64"),
+            "TEST_BINARY_FLOAT": pd.Series(
+                [-3.456, 3.1415926535, 3.1415926535, None], dtype="float64"
+            ),
+            "TEST_BINARY_DOUBLE": pd.Series(
+                [9999.99991, -111111.2345, -111111.2345, None], dtype="float64"
+            ),
+            "TEST_CHAR": pd.Series(["char1", "char2", "char2", None], dtype="object"),
+            "TEST_VARCHAR": pd.Series(
+                ["varchar1", "varchar222", "varchar222", None], dtype="object"
+            ),
+            "TEST_NCHAR": pd.Series(
+                ["y123  ", "aab123", "aab123", None], dtype="object"
+            ),
+            "TEST_NVARCHAR": pd.Series(
+                ["aK>?KJ@#$%", ")>KDS)(F*&%J", ")>KDS)(F*&%J", None], dtype="object"
+            ),
+            "TEST_DATE": pd.Series(
+                ["2019-05-21", "2020-05-21", "2020-05-21", None], dtype="datetime64[ns]"
+            ),
+            "TEST_TIMESTAMP": pd.Series(
+                [
+                    "2019-05-21 01:02:33",
+                    "2020-05-21 01:02:33",
+                    "2020-05-21 01:02:33",
+                    None,
+                ],
+                dtype="datetime64[ns]",
+            ),
+            "TEST_TIMESTAMPTZ": pd.Series(
+                [
+                    "1999-12-01 11:00:00",
+                    "1899-12-01 11:00:00",
+                    "1899-12-01 11:00:00",
+                    None,
+                ],
+                dtype="datetime64[ns]",
+            ),
+            "TEST_CLOB": pd.Series(
+                ["13ab", "13ab", "13ab", None], dtype="object"
+            ),
+            "TEST_BLOB": pd.Series(
+                [ b'9\xaf', b'9\xaf', b'9\xaf', None], dtype="object"
+            ),
+        }
+    )
+    assert_frame_equal(df, expected, check_names=True)
+
+
+@pytest.mark.skipif(
+    not os.environ.get("ORACLE_URL"), reason="Test oracle only when `ORACLE_URL` is set"
+)
+def test_oracle_empty_result(oracle_url: str) -> None:
+    query = "SELECT * FROM test_table where test_int < -100"
+    df = read_sql(oracle_url, query)
+    expected = pd.DataFrame(
+        data={
+            "TEST_INT": pd.Series([], dtype="Int64"),
+            "TEST_CHAR": pd.Series([], dtype="object"),
+            "TEST_FLOAT": pd.Series([], dtype="float64"),
+        }
+    )
+    assert_frame_equal(df, expected, check_names=True)
+
+
+@pytest.mark.skipif(
+    not os.environ.get("ORACLE_URL"), reason="Test oracle only when `ORACLE_URL` is set"
+)
+def test_oracle_empty_result_on_partition(oracle_url: str) -> None:
+    query = "SELECT * FROM test_table where test_int < -100"
+    df = read_sql(oracle_url, query, partition_on="test_int", partition_num=3)
+    print(df)
+    expected = pd.DataFrame(
+        data={
+            "TEST_INT": pd.Series([], dtype="Int64"),
+            "TEST_CHAR": pd.Series([], dtype="object"),
+            "TEST_FLOAT": pd.Series([], dtype="float64"),
+        }
+    )
+    assert_frame_equal(df, expected, check_names=True)
+
+
+@pytest.mark.skipif(
+    not os.environ.get("ORACLE_URL"), reason="Test oracle only when `ORACLE_URL` is set"
+)
+def test_oracle_empty_result_on_some_partition(oracle_url: str) -> None:
+    query = "SELECT * FROM test_table where test_int < 2"
+    df = read_sql(oracle_url, query, partition_on="test_int", partition_num=3)
+    expected = pd.DataFrame(
+        data={
+            "TEST_INT": pd.Series([1], dtype="Int64"),
+            "TEST_CHAR": pd.Series(["str1 "], dtype="object"),
+            "TEST_FLOAT": pd.Series([1.1], dtype="float64"),
+        }
+    )
+    assert_frame_equal(df, expected, check_names=True)
+
+
+@pytest.mark.skipif(
+    not os.environ.get("ORACLE_URL"), reason="Test oracle only when `ORACLE_URL` is set"
+)
+def test_oracle_cte(oracle_url: str) -> None:
+    query = "with test_cte (test_int, test_str) as (select test_int, test_char from test_table where test_float > 0) select test_int, test_str from test_cte"
+    df = read_sql(oracle_url, query, partition_on="test_int", partition_num=3)
+    df.sort_values(by="TEST_INT", inplace=True, ignore_index=True)
+    expected = pd.DataFrame(
+        index=range(2),
+        data={
+            "TEST_INT": pd.Series([1, 2], dtype="Int64"),
+            "TEST_STR": pd.Series(["str1 ", "str2 "], dtype="object"),
+        },
+    )
+    assert_frame_equal(df, expected, check_names=True)
+
+@pytest.mark.skipif(
+    not os.environ.get("ORACLE_URL"), reason="Test oracle only when `ORACLE_URL` is set"
+)
+def test_oracle_round_function(oracle_url: str) -> None:
+    query = "SELECT round(v,2) TEST_ROUND FROM test_issue"
+    df = read_sql(oracle_url, query)
+    expected = pd.DataFrame(
+        data={
+            "TEST_ROUND": pd.Series([1.11, 2.22, 3.33, None], dtype="float64"),
+        }
+    )
+    assert_frame_equal(df, expected, check_names=True)
\ No newline at end of file
diff --git a/connectorx-python/connectorx/tests/test_partition.py b/connectorx-python/connectorx/tests/test_partition.py
new file mode 100644
index 0000000..27e5638
--- /dev/null
+++ b/connectorx-python/connectorx/tests/test_partition.py
@@ -0,0 +1,21 @@
+import os
+
+import pandas as pd
+import pytest
+from pandas.testing import assert_frame_equal
+
+from .. import partition_sql
+
+
+@pytest.fixture(scope="module")  # type: ignore
+def postgres_url() -> str:
+    conn = os.environ["POSTGRES_URL"]
+    return conn
+
+
+def test_partition_sql(postgres_url: str) -> None:
+    query = "SELECT * FROM test_table"
+    queires = partition_sql(
+        postgres_url, query, partition_on="test_int", partition_num=2
+    )
+    assert len(queires) == 2
diff --git a/connectorx-python/connectorx/tests/test_polars.py b/connectorx-python/connectorx/tests/test_polars.py
new file mode 100644
index 0000000..f748fcb
--- /dev/null
+++ b/connectorx-python/connectorx/tests/test_polars.py
@@ -0,0 +1,38 @@
+import os
+
+import pandas as pd
+import pytest
+import polars as pl
+
+from .. import read_sql
+
+
+@pytest.fixture(scope="module")  # type: ignore
+def postgres_url() -> str:
+    conn = os.environ["POSTGRES_URL"]
+    return conn
+
+
+def test_modin(postgres_url: str) -> None:
+    query = "SELECT * FROM test_table"
+    df = read_sql(
+        postgres_url,
+        query,
+        partition_on="test_int",
+        partition_range=(0, 2000),
+        partition_num=3,
+        return_type="polars",
+    )
+
+    expected = pl.DataFrame(
+        {
+            "test_int": [0, 1, 2, 3, 4, 1314],
+            "test_nullint": [5, 3, None, 7, 9, 2],
+            "test_str": ["a", "str1", "str2", "b", "c", None],
+            "test_float": [3.1, None, 2.2, 3, 7.8, -10],
+            "test_bool": [None, True, False, False, None, True],
+        },
+    )
+
+    df = df.sort('test_int')
+    assert df.frame_equal(expected, null_equal=True)
diff --git a/connectorx-python/connectorx/tests/test_postgres.py b/connectorx-python/connectorx/tests/test_postgres.py
new file mode 100644
index 0000000..4f636fb
--- /dev/null
+++ b/connectorx-python/connectorx/tests/test_postgres.py
@@ -0,0 +1,1141 @@
+import os
+
+import pandas as pd
+import pytest
+from pandas.testing import assert_frame_equal
+
+from .. import read_sql
+
+
+@pytest.fixture(scope="module")  # type: ignore
+def postgres_url() -> str:
+    conn = os.environ["POSTGRES_URL"]
+    return conn
+
+
+@pytest.fixture(scope="module")  # type: ignore
+def postgres_url_tls() -> str:
+    conn = os.environ["POSTGRES_URL_TLS"]
+    return conn
+
+
+@pytest.fixture(scope="module")  # type: ignore
+def postgres_rootcert() -> str:
+    cert = os.environ["POSTGRES_ROOTCERT"]
+    return cert
+
+
+@pytest.fixture(scope="module")  # type: ignore
+def postgres_sslcert() -> str:
+    cert = os.environ["POSTGRES_SSLCERT"]
+    return cert
+
+
+@pytest.fixture(scope="module")  # type: ignore
+def postgres_sslkey() -> str:
+    key = os.environ["POSTGRES_SSLKEY"]
+    return key
+
+
+@pytest.mark.xfail
+def test_on_non_select(postgres_url: str) -> None:
+    query = "CREATE TABLE non_select(id INTEGER NOT NULL)"
+    df = read_sql(postgres_url, query)
+
+
+def test_aggregation(postgres_url: str) -> None:
+    query = "SELECT test_bool, SUM(test_float) FROM test_table GROUP BY test_bool"
+    df = read_sql(postgres_url, query)
+    expected = pd.DataFrame(
+        index=range(3),
+        data={
+            "test_bool": pd.Series([None, False, True], dtype="boolean"),
+            "sum": pd.Series([10.9, 5.2, -10.0], dtype="float64"),
+        },
+    )
+    assert_frame_equal(df, expected, check_names=True)
+
+
+def test_partition_on_aggregation(postgres_url: str) -> None:
+    query = (
+        "SELECT test_bool, SUM(test_int) AS test_int FROM test_table GROUP BY test_bool"
+    )
+    df = read_sql(postgres_url, query, partition_on="test_int", partition_num=2)
+    expected = pd.DataFrame(
+        index=range(3),
+        data={
+            "test_bool": pd.Series([None, False, True], dtype="boolean"),
+            "test_int": pd.Series([4, 5, 1315], dtype="Int64"),
+        },
+    )
+    df.sort_values(by="test_int", inplace=True, ignore_index=True)
+    assert_frame_equal(df, expected, check_names=True)
+
+
+def test_aggregation2(postgres_url: str) -> None:
+    query = "select DISTINCT(test_bool) from test_table"
+    df = read_sql(postgres_url, query)
+    expected = pd.DataFrame(
+        index=range(3),
+        data={
+            "test_bool": pd.Series([None, False, True], dtype="boolean"),
+        },
+    )
+    assert_frame_equal(df, expected, check_names=True)
+
+
+def test_partition_on_aggregation2(postgres_url: str) -> None:
+    query = "select MAX(test_int), MIN(test_int) from test_table"
+    df = read_sql(postgres_url, query, partition_on="max", partition_num=2)
+    expected = pd.DataFrame(
+        index=range(1),
+        data={
+            "max": pd.Series([1314], dtype="Int64"),
+            "min": pd.Series([0], dtype="Int64"),
+        },
+    )
+    assert_frame_equal(df, expected, check_names=True)
+
+
+def test_udf(postgres_url: str) -> None:
+    query = "select increment(test_int) as test_int from test_table ORDER BY test_int"
+    df = read_sql(postgres_url, query, partition_on="test_int", partition_num=2)
+    expected = pd.DataFrame(
+        index=range(6),
+        data={
+            "test_int": pd.Series([1, 2, 3, 4, 5, 1315], dtype="Int64"),
+        },
+    )
+    df = df.sort_values("test_int").reset_index(drop=True)
+    assert_frame_equal(df, expected, check_names=True)
+
+
+def test_manual_partition(postgres_url: str) -> None:
+
+    queries = [
+        "SELECT * FROM test_table WHERE test_int < 2",
+        "SELECT * FROM test_table WHERE test_int >= 2",
+    ]
+
+    df = read_sql(postgres_url, query=queries)
+
+    expected = pd.DataFrame(
+        index=range(6),
+        data={
+            "test_int": pd.Series([0, 1, 2, 3, 4, 1314], dtype="Int64"),
+            "test_nullint": pd.Series([5, 3, None, 7, 9, 2], dtype="Int64"),
+            "test_str": pd.Series(
+                ["a", "str1", "str2", "b", "c", None], dtype="object"
+            ),
+            "test_float": pd.Series([3.1, None, 2.2, 3, 7.8, -10], dtype="float64"),
+            "test_bool": pd.Series(
+                [None, True, False, False, None, True], dtype="boolean"
+            ),
+        },
+    )
+    df.sort_values(by="test_int", inplace=True, ignore_index=True)
+    assert_frame_equal(df, expected, check_names=True)
+
+
+def test_postgres_without_partition(postgres_url: str) -> None:
+    query = "SELECT * FROM test_table"
+    df = read_sql(postgres_url, query)
+    expected = pd.DataFrame(
+        index=range(6),
+        data={
+            "test_int": pd.Series([1, 2, 0, 3, 4, 1314], dtype="Int64"),
+            "test_nullint": pd.Series([3, None, 5, 7, 9, 2], dtype="Int64"),
+            "test_str": pd.Series(
+                ["str1", "str2", "a", "b", "c", None], dtype="object"
+            ),
+            "test_float": pd.Series([None, 2.2, 3.1, 3, 7.8, -10], dtype="float64"),
+            "test_bool": pd.Series(
+                [True, False, None, False, None, True], dtype="boolean"
+            ),
+        },
+    )
+    assert_frame_equal(df, expected, check_names=True)
+
+
+def test_postgres_limit(postgres_url: str) -> None:
+    query = "SELECT * FROM test_table limit 3"
+    df = read_sql(
+        postgres_url,
+        query,
+    )
+    expected = pd.DataFrame(
+        index=range(3),
+        data={
+            "test_int": pd.Series([0, 1, 2], dtype="Int64"),
+            "test_nullint": pd.Series([5, 3, None], dtype="Int64"),
+            "test_str": pd.Series(["a", "str1", "str2"], dtype="object"),
+            "test_float": pd.Series([3.1, None, 2.2], dtype="float64"),
+            "test_bool": pd.Series([None, True, False], dtype="boolean"),
+        },
+    )
+    df.sort_values(by="test_int", inplace=True, ignore_index=True)
+    assert_frame_equal(df, expected, check_names=True)
+
+
+def test_postgres_limit_large(postgres_url: str) -> None:
+    query = "SELECT * FROM test_table limit 10"
+    df = read_sql(
+        postgres_url,
+        query,
+    )
+    expected = pd.DataFrame(
+        index=range(6),
+        data={
+            "test_int": pd.Series([0, 1, 2, 3, 4, 1314], dtype="Int64"),
+            "test_nullint": pd.Series([5, 3, None, 7, 9, 2], dtype="Int64"),
+            "test_str": pd.Series(
+                ["a", "str1", "str2", "b", "c", None], dtype="object"
+            ),
+            "test_float": pd.Series([3.1, None, 2.2, 3, 7.8, -10], dtype="float64"),
+            "test_bool": pd.Series(
+                [None, True, False, False, None, True], dtype="boolean"
+            ),
+        },
+    )
+    df.sort_values(by="test_int", inplace=True, ignore_index=True)
+    assert_frame_equal(df, expected, check_names=True)
+
+
+def test_postgres_limit_with_partition(postgres_url: str) -> None:
+    query = "SELECT * FROM test_table limit 3"
+    df = read_sql(
+        postgres_url,
+        query,
+        partition_on="test_int",
+        partition_range=(0, 2000),
+        partition_num=3,
+    )
+    expected = pd.DataFrame(
+        index=range(3),
+        data={
+            "test_int": pd.Series([0, 1, 2], dtype="Int64"),
+            "test_nullint": pd.Series([5, 3, None], dtype="Int64"),
+            "test_str": pd.Series(["a", "str1", "str2"], dtype="object"),
+            "test_float": pd.Series([3.1, None, 2.2], dtype="float64"),
+            "test_bool": pd.Series([None, True, False], dtype="boolean"),
+        },
+    )
+    df.sort_values(by="test_int", inplace=True, ignore_index=True)
+    assert_frame_equal(df, expected, check_names=True)
+
+
+def test_postgres_limit_large_with_partition(postgres_url: str) -> None:
+    query = "SELECT * FROM test_table limit 10"
+    df = read_sql(
+        postgres_url,
+        query,
+        partition_on="test_int",
+        partition_range=(0, 2000),
+        partition_num=3,
+    )
+    expected = pd.DataFrame(
+        index=range(6),
+        data={
+            "test_int": pd.Series([0, 1, 2, 3, 4, 1314], dtype="Int64"),
+            "test_nullint": pd.Series([5, 3, None, 7, 9, 2], dtype="Int64"),
+            "test_str": pd.Series(
+                ["a", "str1", "str2", "b", "c", None], dtype="object"
+            ),
+            "test_float": pd.Series([3.1, None, 2.2, 3, 7.8, -10], dtype="float64"),
+            "test_bool": pd.Series(
+                [None, True, False, False, None, True], dtype="boolean"
+            ),
+        },
+    )
+    df.sort_values(by="test_int", inplace=True, ignore_index=True)
+    assert_frame_equal(df, expected, check_names=True)
+
+
+def test_postgres_with_partition(postgres_url: str) -> None:
+    query = "SELECT * FROM test_table"
+    df = read_sql(
+        postgres_url,
+        query,
+        partition_on="test_int",
+        partition_range=(0, 2000),
+        partition_num=3,
+    )
+    expected = pd.DataFrame(
+        index=range(6),
+        data={
+            "test_int": pd.Series([0, 1, 2, 3, 4, 1314], dtype="Int64"),
+            "test_nullint": pd.Series([5, 3, None, 7, 9, 2], dtype="Int64"),
+            "test_str": pd.Series(
+                ["a", "str1", "str2", "b", "c", None], dtype="object"
+            ),
+            "test_float": pd.Series([3.1, None, 2.2, 3, 7.8, -10], dtype="float64"),
+            "test_bool": pd.Series(
+                [None, True, False, False, None, True], dtype="boolean"
+            ),
+        },
+    )
+    df.sort_values(by="test_int", inplace=True, ignore_index=True)
+    assert_frame_equal(df, expected, check_names=True)
+
+
+def test_postgres_with_partition_without_partition_range(postgres_url: str) -> None:
+    query = "SELECT * FROM test_table where test_float > 3"
+    df = read_sql(
+        postgres_url,
+        query,
+        partition_on="test_int",
+        partition_num=3,
+    )
+
+    expected = pd.DataFrame(
+        index=range(2),
+        data={
+            "test_int": pd.Series([0, 4], dtype="Int64"),
+            "test_nullint": pd.Series([5, 9], dtype="Int64"),
+            "test_str": pd.Series(["a", "c"], dtype="object"),
+            "test_float": pd.Series([3.1, 7.8], dtype="float64"),
+            "test_bool": pd.Series([None, None], dtype="boolean"),
+        },
+    )
+    df.sort_values(by="test_int", inplace=True, ignore_index=True)
+    assert_frame_equal(df, expected, check_names=True)
+
+
+def test_postgres_with_partition_and_selection(postgres_url: str) -> None:
+    query = "SELECT * FROM test_table WHERE 1 = 3 OR 2 = 2"
+    df = read_sql(
+        postgres_url,
+        query,
+        partition_on="test_int",
+        partition_range=(0, 2000),
+        partition_num=3,
+    )
+    expected = pd.DataFrame(
+        index=range(6),
+        data={
+            "test_int": pd.Series([0, 1, 2, 3, 4, 1314], dtype="Int64"),
+            "test_nullint": pd.Series([5, 3, None, 7, 9, 2], dtype="Int64"),
+            "test_str": pd.Series(
+                ["a", "str1", "str2", "b", "c", None], dtype="object"
+            ),
+            "test_float": pd.Series([3.1, None, 2.2, 3, 7.8, -10], dtype="float64"),
+            "test_bool": pd.Series(
+                [None, True, False, False, None, True], dtype="boolean"
+            ),
+        },
+    )
+    df.sort_values(by="test_int", inplace=True, ignore_index=True)
+    assert_frame_equal(df, expected, check_names=True)
+
+
+def test_postgres_with_partition_and_projection(postgres_url: str) -> None:
+    query = "SELECT test_int, test_nullint, test_str FROM test_table"
+    df = read_sql(
+        postgres_url,
+        query,
+        partition_on="test_int",
+        partition_range=(0, 2000),
+        partition_num=3,
+    )
+    expected = pd.DataFrame(
+        index=range(6),
+        data={
+            "test_int": pd.Series([0, 1, 2, 3, 4, 1314], dtype="Int64"),
+            "test_nullint": pd.Series([5, 3, None, 7, 9, 2], dtype="Int64"),
+            "test_str": pd.Series(
+                ["a", "str1", "str2", "b", "c", None], dtype="object"
+            ),
+        },
+    )
+    df.sort_values(by="test_int", inplace=True, ignore_index=True)
+    assert_frame_equal(df, expected, check_names=True)
+
+
+def test_postgres_with_partition_and_join(postgres_url: str) -> None:
+    query = "SELECT T.test_int, T.test_bool, S.test_language FROM test_table T INNER JOIN test_str S ON T.test_int = S.id"
+    df = read_sql(
+        postgres_url,
+        query,
+        partition_on="test_int",
+        partition_range=(0, 2000),
+        partition_num=3,
+    )
+    expected = pd.DataFrame(
+        index=range(5),
+        data={
+            "test_int": pd.Series([0, 1, 2, 3, 4], dtype="Int64"),
+            "test_bool": pd.Series([None, True, False, False, None], dtype="boolean"),
+            "test_language": pd.Series(
+                ["English", "中文", "日本語", "русский", "Emoji"], dtype="object"
+            ),
+        },
+    )
+    df.sort_values(by="test_int", inplace=True, ignore_index=True)
+    assert_frame_equal(df, expected, check_names=True)
+
+
+def test_postgres_with_partition_and_spja(postgres_url: str) -> None:
+    query = "select test_bool, AVG(test_float) as avg, SUM(test_int) as sum from test_table as a, test_str as b where a.test_int = b.id AND test_nullint is not NULL GROUP BY test_bool ORDER BY sum"
+    df = read_sql(postgres_url, query, partition_on="sum", partition_num=2)
+    expected = pd.DataFrame(
+        index=range(3),
+        data={
+            "test_bool": pd.Series([True, False, None], dtype="boolean"),
+            "avg": pd.Series([None, 3, 5.45], dtype="float64"),
+            "sum": pd.Series([1, 3, 4], dtype="Int64"),
+        },
+    )
+    df.sort_values(by="sum", inplace=True, ignore_index=True)
+    assert_frame_equal(df, expected, check_names=True)
+
+
+def test_postgres_on_utf8(postgres_url: str) -> None:
+    query = "SELECT * FROM test_str"
+    df = read_sql(postgres_url, query)
+    expected = pd.DataFrame(
+        index=range(9),
+        data={
+            "id": pd.Series([0, 1, 2, 3, 4, 5, 6, 7, 8], dtype="Int64"),
+            "test_language": pd.Series(
+                [
+                    "English",
+                    "中文",
+                    "日本語",
+                    "русский",
+                    "Emoji",
+                    "Latin1",
+                    "Extra",
+                    "Mixed",
+                    "",
+                ],
+                dtype="object",
+            ),
+            "test_hello": pd.Series(
+                [
+                    "Hello",
+                    "你好",
+                    "こんにちは",
+                    "Здра́вствуйте",
+                    "😁😂😜",
+                    "¥§¤®ð",
+                    "y̆",
+                    "Ha好ち😁ðy̆",
+                    None,
+                ],
+                dtype="object",
+            ),
+        },
+    )
+    assert_frame_equal(df, expected, check_names=True)
+
+
+def test_postgres_with_index_col(postgres_url: str) -> None:
+    query = "SELECT * FROM test_table"
+    df = read_sql(postgres_url, query, index_col="test_int")
+    expected = pd.DataFrame(
+        data={
+            "test_int": pd.Series([1, 2, 0, 3, 4, 1314], dtype="Int64"),
+            "test_nullint": pd.Series([3, None, 5, 7, 9, 2], dtype="Int64"),
+            "test_str": pd.Series(
+                ["str1", "str2", "a", "b", "c", None], dtype="object"
+            ),
+            "test_float": pd.Series([None, 2.2, 3.1, 3, 7.8, -10], dtype="float64"),
+            "test_bool": pd.Series(
+                [True, False, None, False, None, True], dtype="boolean"
+            ),
+        },
+    )
+    expected.set_index("test_int", inplace=True)
+    assert_frame_equal(df, expected, check_names=True)
+
+
+def test_postgres_types_binary(postgres_url: str) -> None:
+    query = "SELECT test_date, test_timestamp, test_timestamptz, test_int16, test_int64, test_float32, test_numeric, test_bpchar, test_char, test_varchar, test_uuid, test_time, test_json, test_jsonb, test_bytea, test_enum, test_f4array, test_f8array, test_narray, test_boolarray, test_i2array, test_i4array, test_i8array, test_citext, test_ltree, test_lquery, test_ltxtquery FROM test_types"
+    df = read_sql(postgres_url, query)
+    expected = pd.DataFrame(
+        index=range(4),
+        data={
+            "test_date": pd.Series(
+                ["1970-01-01", "2000-02-28", "2038-01-18", None], dtype="datetime64[ns]"
+            ),
+            "test_timestamp": pd.Series(
+                [
+                    "1970-01-01 00:00:01",
+                    "2000-02-28 12:00:10",
+                    "2038-01-18 23:59:59",
+                    None,
+                ],
+                dtype="datetime64[ns]",
+            ),
+            "test_timestamptz": pd.Series(
+                [
+                    "1970-01-01 00:00:01",
+                    "2000-02-28 16:00:10",
+                    "2038-01-18 15:59:59",
+                    None,
+                ],
+                dtype="datetime64[ns]",
+            ),
+            "test_int16": pd.Series([0, 1, 2, 3], dtype="Int64"),
+            "test_int64": pd.Series(
+                [-9223372036854775808, 0, 9223372036854775807, None], dtype="Int64"
+            ),
+            "test_float32": pd.Series(
+                [None, 3.1415926535, 2.71, -1e-37], dtype="float64"
+            ),
+            "test_numeric": pd.Series([None, 521.34, 0.00, 0.00], dtype="float64"),
+            "test_bpchar": pd.Series(["a    ", "bb   ", "ccc  ", None], dtype="object"),
+            "test_char": pd.Series(["a", "b", None, "d"], dtype="object"),
+            "test_varchar": pd.Series([None, "bb", "c", "defghijklm"], dtype="object"),
+            "test_uuid": pd.Series(
+                [
+                    "86b494cc-96b2-11eb-9298-3e22fbb9fe9d",
+                    "86b49b84-96b2-11eb-9298-3e22fbb9fe9d",
+                    "86b49c42-96b2-11eb-9298-3e22fbb9fe9d",
+                    None,
+                ],
+                dtype="object",
+            ),
+            "test_time": pd.Series(
+                ["08:12:40", None, "23:00:10", "18:30:00"], dtype="object"
+            ),
+            "test_json": pd.Series(
+                [
+                    '{"customer":"John Doe","items":{"product":"Beer","qty":6}}',
+                    '{"customer":"Lily Bush","items":{"product":"Diaper","qty":24}}',
+                    '{"customer":"Josh William","items":{"product":"Toy Car","qty":1}}',
+                    None,
+                ],
+                dtype="object",
+            ),
+            "test_jsonb": pd.Series(
+                [
+                    '{"product":"Beer","qty":6}',
+                    '{"product":"Diaper","qty":24}',
+                    '{"product":"Toy Car","qty":1}',
+                    None,
+                ],
+                dtype="object",
+            ),
+            "test_bytea": pd.Series(
+                [
+                    None,
+                    b"\xd0\x97\xd0\xb4\xd1\x80\xd0\xb0\xcc\x81\xd0\xb2\xd1\x81\xd1\x82\xd0\xb2\xd1\x83\xd0\xb9\xd1\x82\xd0\xb5",
+                    b"",
+                    b"\xf0\x9f\x98\x9c",
+                ],
+                dtype="object",
+            ),
+            "test_enum": pd.Series(
+                ["happy", "very happy", "ecstatic", None], dtype="object"
+            ),
+            "test_f4array": pd.Series(
+                [[], None, [123.123], [-1e-37, 1e37]], dtype="object"
+            ),
+            "test_f8array": pd.Series(
+                [[], None, [-1e-307, 1e308], [0.000234, -12.987654321]], dtype="object"
+            ),
+            "test_narray": pd.Series(
+                [[], None, [521.34], [0.12, 333.33, 22.22]], dtype="object"
+            ),
+            "test_boolarray": pd.Series(
+                [[True, False], [], [True], None], dtype="object"
+            ),
+            "test_i2array": pd.Series(
+                [[-1, 0, 1], [], [-32768, 32767], None], dtype="object"
+            ),
+            "test_i4array": pd.Series(
+                [[-1, 0, 1123], [], [-2147483648, 2147483647], None], dtype="object"
+            ),
+            "test_i8array": pd.Series(
+                [[-9223372036854775808, 9223372036854775807], [], [0], None],
+                dtype="object",
+            ),
+            "test_citext": pd.Series(["str_citext", "", "s", None], dtype="object"),
+            "test_ltree": pd.Series(["A.B.C.D", "A.B.E", "A", None], dtype="object"),
+            "test_lquery": pd.Series(["*.B.*", "A.*", "*", None], dtype="object"),
+            "test_ltxtquery": pd.Series(
+                ["A & B*", "A | B", "A@", None], dtype="object"
+            ),
+        },
+    )
+    assert_frame_equal(df, expected, check_names=True)
+
+
+def test_postgres_types_csv(postgres_url: str) -> None:
+    query = "SELECT test_date, test_timestamp, test_timestamptz, test_int16, test_int64, test_float32, test_numeric, test_bpchar, test_char, test_varchar, test_uuid, test_time, test_json, test_jsonb, test_bytea, test_enum::text, test_f4array, test_f8array, test_narray, test_boolarray, test_i2array, test_i4array, test_i8array, test_citext, test_ltree FROM test_types"
+    df = read_sql(postgres_url, query, protocol="csv")
+    expected = pd.DataFrame(
+        index=range(4),
+        data={
+            "test_date": pd.Series(
+                ["1970-01-01", "2000-02-28", "2038-01-18", None], dtype="datetime64[ns]"
+            ),
+            "test_timestamp": pd.Series(
+                [
+                    "1970-01-01 00:00:01",
+                    "2000-02-28 12:00:10",
+                    "2038-01-18 23:59:59",
+                    None,
+                ],
+                dtype="datetime64[ns]",
+            ),
+            "test_timestamptz": pd.Series(
+                [
+                    "1970-01-01 00:00:01",
+                    "2000-02-28 16:00:10",
+                    "2038-01-18 15:59:59",
+                    None,
+                ],
+                dtype="datetime64[ns]",
+            ),
+            "test_int16": pd.Series([0, 1, 2, 3], dtype="Int64"),
+            "test_int64": pd.Series(
+                [-9223372036854775808, 0, 9223372036854775807, None], dtype="Int64"
+            ),
+            "test_float32": pd.Series(
+                [None, 3.1415926535, 2.71, -1e-37], dtype="float64"
+            ),
+            "test_numeric": pd.Series([None, 521.34, 0.00, 0.00], dtype="float64"),
+            "test_bpchar": pd.Series(["a    ", "bb   ", "ccc  ", None], dtype="object"),
+            "test_char": pd.Series(["a", "b", None, "d"], dtype="object"),
+            "test_varchar": pd.Series([None, "bb", "c", "defghijklm"], dtype="object"),
+            "test_uuid": pd.Series(
+                [
+                    "86b494cc-96b2-11eb-9298-3e22fbb9fe9d",
+                    "86b49b84-96b2-11eb-9298-3e22fbb9fe9d",
+                    "86b49c42-96b2-11eb-9298-3e22fbb9fe9d",
+                    None,
+                ],
+                dtype="object",
+            ),
+            "test_time": pd.Series(
+                ["08:12:40", None, "23:00:10", "18:30:00"], dtype="object"
+            ),
+            "test_json": pd.Series(
+                [
+                    '{"customer":"John Doe","items":{"product":"Beer","qty":6}}',
+                    '{"customer":"Lily Bush","items":{"product":"Diaper","qty":24}}',
+                    '{"customer":"Josh William","items":{"product":"Toy Car","qty":1}}',
+                    None,
+                ],
+                dtype="object",
+            ),
+            "test_jsonb": pd.Series(
+                [
+                    '{"product":"Beer","qty":6}',
+                    '{"product":"Diaper","qty":24}',
+                    '{"product":"Toy Car","qty":1}',
+                    None,
+                ],
+                dtype="object",
+            ),
+            "test_bytea": pd.Series(
+                [
+                    None,
+                    b"\xd0\x97\xd0\xb4\xd1\x80\xd0\xb0\xcc\x81\xd0\xb2\xd1\x81\xd1\x82\xd0\xb2\xd1\x83\xd0\xb9\xd1\x82\xd0\xb5",
+                    b"",
+                    b"\xf0\x9f\x98\x9c",
+                ],
+                dtype="object",
+            ),
+            "test_enum": pd.Series(
+                ["happy", "very happy", "ecstatic", None], dtype="object"
+            ),
+            "test_f4array": pd.Series(
+                [[], None, [123.123], [-1e-37, 1e37]], dtype="object"
+            ),
+            "test_f8array": pd.Series(
+                [[], None, [1e-307, 1e308], [0.000234, -12.987654321]], dtype="object"
+            ),
+            "test_narray": pd.Series(
+                [[], None, [521.34], [0.12, 333.33, 22.22]], dtype="object"
+            ),
+            "test_boolarray": pd.Series(
+                [[True, False], [], [True], None], dtype="object"
+            ),
+            "test_i2array": pd.Series(
+                [[-1, 0, 1], [], [-32768, 32767], None], dtype="object"
+            ),
+            "test_i4array": pd.Series(
+                [[-1, 0, 1123], [], [-2147483648, 2147483647], None], dtype="object"
+            ),
+            "test_i8array": pd.Series(
+                [[-9223372036854775808, 9223372036854775807], [], [0], None],
+                dtype="object",
+            ),
+            "test_citext": pd.Series(["str_citext", None, "s", None], dtype="object"),
+            "test_ltree": pd.Series(["A.B.C.D", "A.B.E", "A", None], dtype="object"),
+        },
+    )
+    assert_frame_equal(df, expected, check_names=True)
+
+
+def test_postgres_types_cursor(postgres_url: str) -> None:
+    query = "SELECT test_date, test_timestamp, test_timestamptz, test_int16, test_int64, test_float32, test_numeric, test_bpchar, test_char, test_varchar, test_uuid, test_time, test_json, test_jsonb, test_bytea, test_enum::text, test_f4array, test_f8array, test_narray, test_boolarray, test_i2array, test_i4array, test_i8array, test_citext, test_ltree FROM test_types"
+    df = read_sql(postgres_url, query, protocol="cursor")
+    expected = pd.DataFrame(
+        index=range(4),
+        data={
+            "test_date": pd.Series(
+                ["1970-01-01", "2000-02-28", "2038-01-18", None], dtype="datetime64[ns]"
+            ),
+            "test_timestamp": pd.Series(
+                [
+                    "1970-01-01 00:00:01",
+                    "2000-02-28 12:00:10",
+                    "2038-01-18 23:59:59",
+                    None,
+                ],
+                dtype="datetime64[ns]",
+            ),
+            "test_timestamptz": pd.Series(
+                [
+                    "1970-01-01 00:00:01",
+                    "2000-02-28 16:00:10",
+                    "2038-01-18 15:59:59",
+                    None,
+                ],
+                dtype="datetime64[ns]",
+            ),
+            "test_int16": pd.Series([0, 1, 2, 3], dtype="Int64"),
+            "test_int64": pd.Series(
+                [-9223372036854775808, 0, 9223372036854775807, None], dtype="Int64"
+            ),
+            "test_float32": pd.Series(
+                [None, 3.1415926535, 2.71, -1e-37], dtype="float64"
+            ),
+            "test_numeric": pd.Series([None, 521.34, 0.00, 0.00], dtype="float64"),
+            "test_bpchar": pd.Series(["a    ", "bb   ", "ccc  ", None], dtype="object"),
+            "test_char": pd.Series(["a", "b", None, "d"], dtype="object"),
+            "test_varchar": pd.Series([None, "bb", "c", "defghijklm"], dtype="object"),
+            "test_uuid": pd.Series(
+                [
+                    "86b494cc-96b2-11eb-9298-3e22fbb9fe9d",
+                    "86b49b84-96b2-11eb-9298-3e22fbb9fe9d",
+                    "86b49c42-96b2-11eb-9298-3e22fbb9fe9d",
+                    None,
+                ],
+                dtype="object",
+            ),
+            "test_time": pd.Series(
+                ["08:12:40", None, "23:00:10", "18:30:00"], dtype="object"
+            ),
+            "test_json": pd.Series(
+                [
+                    '{"customer":"John Doe","items":{"product":"Beer","qty":6}}',
+                    '{"customer":"Lily Bush","items":{"product":"Diaper","qty":24}}',
+                    '{"customer":"Josh William","items":{"product":"Toy Car","qty":1}}',
+                    None,
+                ],
+                dtype="object",
+            ),
+            "test_jsonb": pd.Series(
+                [
+                    '{"product":"Beer","qty":6}',
+                    '{"product":"Diaper","qty":24}',
+                    '{"product":"Toy Car","qty":1}',
+                    None,
+                ],
+                dtype="object",
+            ),
+            "test_bytea": pd.Series(
+                [
+                    None,
+                    b"\xd0\x97\xd0\xb4\xd1\x80\xd0\xb0\xcc\x81\xd0\xb2\xd1\x81\xd1\x82\xd0\xb2\xd1\x83\xd0\xb9\xd1\x82\xd0\xb5",
+                    b"",
+                    b"\xf0\x9f\x98\x9c",
+                ],
+                dtype="object",
+            ),
+            "test_enum": pd.Series(
+                ["happy", "very happy", "ecstatic", None], dtype="object"
+            ),
+            "test_f4array": pd.Series(
+                [[], None, [123.123], [-1e-37, 1e37]], dtype="object"
+            ),
+            "test_f8array": pd.Series(
+                [[], None, [1e-307, 1e308], [0.000234, -12.987654321]], dtype="object"
+            ),
+            "test_narray": pd.Series(
+                [[], None, [521.34], [0.12, 333.33, 22.22]], dtype="object"
+            ),
+            "test_boolarray": pd.Series(
+                [[True, False], [], [True], None], dtype="object"
+            ),
+            "test_i2array": pd.Series(
+                [[-1, 0, 1], [], [-32768, 32767], None], dtype="object"
+            ),
+            "test_i4array": pd.Series(
+                [[-1, 0, 1123], [], [-2147483648, 2147483647], None], dtype="object"
+            ),
+            "test_i8array": pd.Series(
+                [[-9223372036854775808, 9223372036854775807], [], [0], None],
+                dtype="object",
+            ),
+            "test_citext": pd.Series(["str_citext", "", "s", None], dtype="object"),
+            "test_ltree": pd.Series(["A.B.C.D", "A.B.E", "A", None], dtype="object"),
+        },
+    )
+    assert_frame_equal(df, expected, check_names=True)
+
+
+def test_postgres_types_simple(postgres_url: str) -> None:
+    query = "SELECT test_date, test_timestamp, test_timestamptz, test_int16, test_int64, test_float32, test_numeric, test_bpchar, test_char, test_varchar, test_uuid, test_time, test_bytea, test_enum, test_f4array, test_f8array, test_narray, test_boolarray, test_i2array, test_i4array, test_i8array FROM test_types"
+    df = read_sql(postgres_url, query, protocol="simple")
+    expected = pd.DataFrame(
+        index=range(4),
+        data={
+            "test_date": pd.Series(
+                ["1970-01-01", "2000-02-28", "2038-01-18", None], dtype="datetime64[ns]"
+            ),
+            "test_timestamp": pd.Series(
+                [
+                    "1970-01-01 00:00:01",
+                    "2000-02-28 12:00:10",
+                    "2038-01-18 23:59:59",
+                    None,
+                ],
+                dtype="datetime64[ns]",
+            ),
+            "test_timestamptz": pd.Series(
+                [
+                    "1970-01-01 00:00:01",
+                    "2000-02-28 16:00:10",
+                    "2038-01-18 15:59:59",
+                    None,
+                ],
+                dtype="datetime64[ns]",
+            ),
+            "test_int16": pd.Series([0, 1, 2, 3], dtype="Int64"),
+            "test_int64": pd.Series(
+                [-9223372036854775808, 0, 9223372036854775807, None], dtype="Int64"
+            ),
+            "test_float32": pd.Series(
+                [None, 3.1415926535, 2.71, -1e-37], dtype="float64"
+            ),
+            "test_numeric": pd.Series([None, 521.34, 0.00, 0.00], dtype="float64"),
+            "test_bpchar": pd.Series(["a    ", "bb   ", "ccc  ", None], dtype="object"),
+            "test_char": pd.Series(["a", "b", None, "d"], dtype="object"),
+            "test_varchar": pd.Series([None, "bb", "c", "defghijklm"], dtype="object"),
+            "test_uuid": pd.Series(
+                [
+                    "86b494cc-96b2-11eb-9298-3e22fbb9fe9d",
+                    "86b49b84-96b2-11eb-9298-3e22fbb9fe9d",
+                    "86b49c42-96b2-11eb-9298-3e22fbb9fe9d",
+                    None,
+                ],
+                dtype="object",
+            ),
+            "test_time": pd.Series(
+                ["08:12:40", None, "23:00:10", "18:30:00"], dtype="object"
+            ),
+            "test_bytea": pd.Series(
+                [
+                    None,
+                    b"\xd0\x97\xd0\xb4\xd1\x80\xd0\xb0\xcc\x81\xd0\xb2\xd1\x81\xd1\x82\xd0\xb2\xd1\x83\xd0\xb9\xd1\x82\xd0\xb5",
+                    b"",
+                    b"\xf0\x9f\x98\x9c",
+                ],
+                dtype="object",
+            ),
+            "test_enum": pd.Series(
+                ["happy", "very happy", "ecstatic", None], dtype="object"
+            ),
+            "test_f4array": pd.Series(
+                [[], None, [123.123], [-1e-37, 1e37]], dtype="object"
+            ),
+            "test_f8array": pd.Series(
+                [[], None, [1e-307, 1e308], [0.000234, -12.987654321]], dtype="object"
+            ),
+            "test_narray": pd.Series(
+                [[], None, [521.34], [0.12, 333.33, 22.22]], dtype="object"
+            ),
+            "test_boolarray": pd.Series(
+                [[True, False], [], [True], None], dtype="object"
+            ),
+            "test_i2array": pd.Series(
+                [[-1, 0, 1], [], [-32768, 32767], None], dtype="object"
+            ),
+            "test_i4array": pd.Series(
+                [[-1, 0, 1123], [], [-2147483648, 2147483647], None], dtype="object"
+            ),
+            "test_i8array": pd.Series(
+                [[-9223372036854775808, 9223372036854775807], [], [0], None],
+                dtype="object",
+            ),
+        },
+    )
+    assert_frame_equal(df, expected, check_names=True)
+
+
+def test_empty_result(postgres_url: str) -> None:
+    query = "SELECT * FROM test_table where test_int < -100"
+    df = read_sql(postgres_url, query)
+    expected = pd.DataFrame(
+        data={
+            "test_int": pd.Series([], dtype="Int64"),
+            "test_nullint": pd.Series([], dtype="Int64"),
+            "test_str": pd.Series([], dtype="object"),
+            "test_float": pd.Series([], dtype="float64"),
+            "test_bool": pd.Series([], dtype="boolean"),
+        }
+    )
+    assert_frame_equal(df, expected, check_names=True)
+
+
+def test_empty_result_on_partition(postgres_url: str) -> None:
+    query = "SELECT * FROM test_table where test_int < -100"
+    df = read_sql(postgres_url, query, partition_on="test_int", partition_num=3)
+    expected = pd.DataFrame(
+        data={
+            "test_int": pd.Series([], dtype="Int64"),
+            "test_nullint": pd.Series([], dtype="Int64"),
+            "test_str": pd.Series([], dtype="object"),
+            "test_float": pd.Series([], dtype="float64"),
+            "test_bool": pd.Series([], dtype="boolean"),
+        }
+    )
+    assert_frame_equal(df, expected, check_names=True)
+
+
+def test_empty_result_on_some_partition(postgres_url: str) -> None:
+    query = "SELECT * FROM test_table where test_int < 1"
+    df = read_sql(postgres_url, query, partition_on="test_int", partition_num=3)
+    expected = pd.DataFrame(
+        data={
+            "test_int": pd.Series([0], dtype="Int64"),
+            "test_nullint": pd.Series([5], dtype="Int64"),
+            "test_str": pd.Series(["a"], dtype="object"),
+            "test_float": pd.Series([3.1], dtype="float64"),
+            "test_bool": pd.Series([None], dtype="boolean"),
+        }
+    )
+    assert_frame_equal(df, expected, check_names=True)
+
+
+def test_posix_regex(postgres_url: str) -> None:
+    query = "select test_int, case when test_str ~* 'str.*' then 'convert_str' end as converted_str from test_table"
+    df = read_sql(postgres_url, query)
+    expected = pd.DataFrame(
+        data={
+            "test_int": pd.Series([1, 2, 0, 3, 4, 1314], dtype="Int64"),
+            "converted_str": pd.Series(
+                ["convert_str", "convert_str", None, None, None, None], dtype="object"
+            ),
+        }
+    )
+    assert_frame_equal(df, expected, check_names=True)
+
+
+def test_json(postgres_url: str) -> None:
+    query = "select test_json->>'customer' as customer from test_types"
+    df = read_sql(postgres_url, query)
+    expected = pd.DataFrame(
+        data={
+            "customer": pd.Series(
+                ["John Doe", "Lily Bush", "Josh William", None], dtype="object"
+            ),
+        }
+    )
+    assert_frame_equal(df, expected, check_names=True)
+
+
+def test_partition_on_json(postgres_url: str) -> None:
+    query = "select test_int16, test_jsonb->>'qty' as qty from test_types"
+    df = read_sql(postgres_url, query, partition_on="test_int16", partition_num=3)
+    expected = pd.DataFrame(
+        data={
+            "test_int16": pd.Series([0, 1, 2, 3], dtype="Int64"),
+            "qty": pd.Series(["6", "24", "1", None], dtype="object"),
+        }
+    )
+    df.sort_values(by="test_int16", inplace=True, ignore_index=True)
+    assert_frame_equal(df, expected, check_names=True)
+
+
+def test_cte(postgres_url: str) -> None:
+    query = "with test_cte (test_int, test_str) as (select test_int, test_str from test_table where test_float > 0) select test_int, test_str from test_cte"
+    df = read_sql(postgres_url, query, partition_on="test_int", partition_num=3)
+    df.sort_values(by="test_int", inplace=True, ignore_index=True)
+    expected = pd.DataFrame(
+        index=range(4),
+        data={
+            "test_int": pd.Series([0, 2, 3, 4], dtype="Int64"),
+            "test_str": pd.Series(["a", "str2", "b", "c"], dtype="object"),
+        },
+    )
+    assert_frame_equal(df, expected, check_names=True)
+
+
+@pytest.mark.skipif(
+    not os.environ.get("POSTGRES_URL_TLS"),
+    reason="Do not test Postgres TLS unless `POSTGRES_URL_TLS` is set",
+)
+def test_postgres_tls(postgres_url_tls: str) -> None:
+    query = "SELECT * FROM test_table"
+    df = read_sql(
+        f"{postgres_url_tls}?sslmode=require",
+        query,
+        partition_on="test_int",
+        partition_range=(0, 2000),
+        partition_num=3,
+    )
+    expected = pd.DataFrame(
+        index=range(6),
+        data={
+            "test_int": pd.Series([0, 1, 2, 3, 4, 1314], dtype="Int64"),
+            "test_nullint": pd.Series([5, 3, None, 7, 9, 2], dtype="Int64"),
+            "test_str": pd.Series(
+                ["a", "str1", "str2", "b", "c", None], dtype="object"
+            ),
+            "test_float": pd.Series([3.1, None, 2.2, 3, 7.8, -10], dtype="float64"),
+            "test_bool": pd.Series(
+                [None, True, False, False, None, True], dtype="boolean"
+            ),
+        },
+    )
+    df.sort_values(by="test_int", inplace=True, ignore_index=True)
+    assert_frame_equal(df, expected, check_names=True)
+
+
+def test_partition_on_decimal(postgres_url: str) -> None:
+    # partition column can not have None
+    query = "SELECT * FROM test_table where test_int<>1"
+    df = read_sql(postgres_url, query, partition_on="test_float", partition_num=3)
+    expected = pd.DataFrame(
+        data={
+            "test_int": pd.Series([0, 2, 3, 4, 1314], dtype="Int64"),
+            "test_nullint": pd.Series([5, None, 7, 9, 2], dtype="Int64"),
+            "test_str": pd.Series(["a", "str2", "b", "c", None], dtype="object"),
+            "test_float": pd.Series([3.1, 2.2, 3, 7.8, -10], dtype="float64"),
+            "test_bool": pd.Series([None, False, False, None, True], dtype="boolean"),
+        },
+    )
+    df.sort_values(by="test_int", inplace=True, ignore_index=True)
+    assert_frame_equal(df, expected, check_names=True)
+
+
+@pytest.mark.skipif(
+    not os.environ.get("POSTGRES_URL_TLS"),
+    reason="Do not test Postgres TLS unless `POSTGRES_URL_TLS` is set",
+)
+def test_postgres_tls_with_cert(postgres_url_tls: str, postgres_rootcert: str) -> None:
+    query = "SELECT * FROM test_table"
+    df = read_sql(
+        f"{postgres_url_tls}?sslmode=require&sslrootcert={postgres_rootcert}",
+        query,
+        partition_on="test_int",
+        partition_range=(0, 2000),
+        partition_num=3,
+    )
+    expected = pd.DataFrame(
+        index=range(6),
+        data={
+            "test_int": pd.Series([0, 1, 2, 3, 4, 1314], dtype="Int64"),
+            "test_nullint": pd.Series([5, 3, None, 7, 9, 2], dtype="Int64"),
+            "test_str": pd.Series(
+                ["a", "str1", "str2", "b", "c", None], dtype="object"
+            ),
+            "test_float": pd.Series([3.1, None, 2.2, 3, 7.8, -10], dtype="float64"),
+            "test_bool": pd.Series(
+                [None, True, False, False, None, True], dtype="boolean"
+            ),
+        },
+    )
+    df.sort_values(by="test_int", inplace=True, ignore_index=True)
+    assert_frame_equal(df, expected, check_names=True)
+
+
+@pytest.mark.skipif(
+    not os.environ.get("POSTGRES_URL_TLS"),
+    reason="Do not test Postgres TLS unless `POSTGRES_URL_TLS` is set",
+)
+def test_postgres_tls_client_auth(
+    postgres_url_tls: str,
+    postgres_rootcert: str,
+    postgres_sslcert: str,
+    postgres_sslkey: str,
+) -> None:
+    query = "SELECT * FROM test_table"
+    df = read_sql(
+        f"{postgres_url_tls}?sslmode=require&sslrootcert={postgres_rootcert}&sslcert={postgres_sslcert}&sslkey={postgres_sslkey}",
+        query,
+        partition_on="test_int",
+        partition_range=(0, 2000),
+        partition_num=3,
+    )
+    expected = pd.DataFrame(
+        index=range(6),
+        data={
+            "test_int": pd.Series([0, 1, 2, 3, 4, 1314], dtype="Int64"),
+            "test_nullint": pd.Series([5, 3, None, 7, 9, 2], dtype="Int64"),
+            "test_str": pd.Series(
+                ["a", "str1", "str2", "b", "c", None], dtype="object"
+            ),
+            "test_float": pd.Series([3.1, None, 2.2, 3, 7.8, -10], dtype="float64"),
+            "test_bool": pd.Series(
+                [None, True, False, False, None, True], dtype="boolean"
+            ),
+        },
+    )
+    df.sort_values(by="test_int", inplace=True, ignore_index=True)
+    assert_frame_equal(df, expected, check_names=True)
+
+
+@pytest.mark.skipif(
+    not os.environ.get("POSTGRES_URL_TLS"),
+    reason="Do not test Postgres TLS unless `POSTGRES_URL_TLS` is set",
+)
+def test_postgres_tls_disable(postgres_url_tls: str) -> None:
+    query = "SELECT * FROM test_table"
+    df = read_sql(
+        f"{postgres_url_tls}?sslmode=disable",
+        query,
+        partition_on="test_int",
+        partition_range=(0, 2000),
+        partition_num=3,
+    )
+    expected = pd.DataFrame(
+        index=range(6),
+        data={
+            "test_int": pd.Series([0, 1, 2, 3, 4, 1314], dtype="Int64"),
+            "test_nullint": pd.Series([5, 3, None, 7, 9, 2], dtype="Int64"),
+            "test_str": pd.Series(
+                ["a", "str1", "str2", "b", "c", None], dtype="object"
+            ),
+            "test_float": pd.Series([3.1, None, 2.2, 3, 7.8, -10], dtype="float64"),
+            "test_bool": pd.Series(
+                [None, True, False, False, None, True], dtype="boolean"
+            ),
+        },
+    )
+    df.sort_values(by="test_int", inplace=True, ignore_index=True)
+    assert_frame_equal(df, expected, check_names=True)
+
+
+@pytest.mark.skipif(
+    not os.environ.get("POSTGRES_URL_TLS"),
+    reason="Do not test Postgres TLS unless `POSTGRES_URL_TLS` is set",
+)
+@pytest.mark.xfail
+def test_postgres_tls_fail(postgres_url_tls: str) -> None:
+    query = "SELECT * FROM test_table"
+    df = read_sql(
+        f"{postgres_url_tls}?sslmode=require&sslrootcert=fake.cert",
+        query,
+        partition_on="test_int",
+        partition_range=(0, 2000),
+        partition_num=3,
+    )
+
+def test_postgres_name_type(postgres_url: str) -> None:
+    # partition column can not have None
+    query = "SELECT test_name FROM test_types"
+    df = read_sql(postgres_url, query)
+    expected = pd.DataFrame(
+        data={
+            "test_name": pd.Series(["0", "21", "someName", "101203203-1212323-22131235"]),
+        },
+    )
+    assert_frame_equal(df, expected, check_names=True)
\ No newline at end of file
diff --git a/connectorx-python/connectorx/tests/test_redshift.py b/connectorx-python/connectorx/tests/test_redshift.py
new file mode 100644
index 0000000..7c17f41
--- /dev/null
+++ b/connectorx-python/connectorx/tests/test_redshift.py
@@ -0,0 +1,136 @@
+import os
+
+import numpy as np
+import pandas as pd
+import pytest
+from pandas.testing import assert_frame_equal
+
+from .. import read_sql
+
+
+@pytest.fixture(scope="module")  # type: ignore
+def redshift_url() -> str:
+    conn = os.environ["REDSHIFT_URL"]
+    return conn
+
+
+@pytest.mark.skipif(not os.environ.get("REDSHIFT_URL"), reason="Do not test Redshift unless `REDSHIFT_URL` is set")
+def test_redshift_without_partition(redshift_url: str) -> None:
+    query = "SELECT * FROM test_table"
+    df = read_sql(redshift_url, query, protocol="cursor")
+    # result from redshift might have different order each time
+    df.sort_values(by="test_int", inplace=True, ignore_index=True)
+    expected = pd.DataFrame(
+        index=range(6),
+        data={
+            "test_int": pd.Series([0, 1, 2, 3, 4, 1314], dtype="Int64"),
+            "test_nullint": pd.Series([5, 3, None, 7, 9, 2], dtype="Int64"),
+            "test_str": pd.Series(
+                ["a", "str1", "str2", "b", "c", None], dtype="object"
+            ),
+            "test_float": pd.Series([3.1, None, 2.2, 3, 7.8, -10], dtype="float64"),
+            "test_bool": pd.Series(
+                [None, True, False, False, None, True], dtype="boolean"
+            ),
+        },
+    )
+    assert_frame_equal(df, expected, check_names=True)
+
+
+@pytest.mark.skipif(not os.environ.get("REDSHIFT_URL"), reason="Do not test Redshift unless `REDSHIFT_URL` is set")
+def test_redshift_with_partition(redshift_url: str) -> None:
+    query = "SELECT * FROM test_table"
+    df = read_sql(
+        redshift_url,
+        query,
+        partition_on="test_int",
+        partition_range=(0, 2000),
+        partition_num=3,
+        protocol="cursor"
+    )
+    # result from redshift might have different order each time
+    df.sort_values(by="test_int", inplace=True, ignore_index=True)
+    expected = pd.DataFrame(
+        index=range(6),
+        data={
+            "test_int": pd.Series([0, 1, 2, 3, 4, 1314], dtype="Int64"),
+            "test_nullint": pd.Series([5, 3, None, 7, 9, 2], dtype="Int64"),
+            "test_str": pd.Series(
+                ["a", "str1", "str2", "b", "c", None], dtype="object"
+            ),
+            "test_float": pd.Series([3.1, None, 2.2, 3, 7.8, -10], dtype="float64"),
+            "test_bool": pd.Series(
+                [None, True, False, False, None, True], dtype="boolean"
+            ),
+        },
+    )
+    assert_frame_equal(df, expected, check_names=True)
+
+
+@pytest.mark.skipif(not os.environ.get("REDSHIFT_URL"), reason="Do not test Redshift unless `REDSHIFT_URL` is set")
+def test_redshift_types(redshift_url: str) -> None:
+    query = "SELECT test_int16, test_char, test_time, test_datetime FROM test_types"
+    df = read_sql(redshift_url, query, protocol="cursor")
+    # result from redshift might have different order each time
+    df.sort_values(by="test_int16", inplace=True, ignore_index=True)
+    expected = pd.DataFrame(
+        index=range(4),
+        data={
+            "test_int16": pd.Series([0, 1, 2, 3], dtype="Int64"),
+            "test_char": pd.Series(["a", "b", "c", "d"], dtype="object"),
+            "test_time": pd.Series(
+                ["08:12:40", "10:03:00", "23:00:10", "18:30:00"], dtype="object"
+            ),
+            "test_datetime": pd.Series(
+                [
+                    np.datetime64("2007-01-01T10:00:19"),
+                    np.datetime64("2005-01-01T22:03:00"),
+                    None,
+                    np.datetime64("1987-01-01T11:00:00"),
+                ], dtype="datetime64[ns]"
+            ),
+
+        },
+    )
+    assert_frame_equal(df, expected, check_names=True)
+
+
+@pytest.mark.skipif(not os.environ.get("REDSHIFT_URL"), reason="Do not test Redshift unless `REDSHIFT_URL` is set")
+def test_read_sql_on_utf8(redshift_url: str) -> None:
+    query = "SELECT * FROM test_str"
+    df = read_sql(redshift_url, query, protocol="cursor")
+    # result from redshift might have different order each time
+    df.sort_values(by="id", inplace=True, ignore_index=True)
+    expected = pd.DataFrame(
+        index=range(8),
+        data={
+            "id": pd.Series([0, 1, 2, 3, 4, 5, 6, 7], dtype="Int64"),
+            "test_language": pd.Series(
+                [
+                    "English",
+                    "中文",
+                    "日本語",
+                    "русский",
+                    "Emoji",
+                    "Latin1",
+                    "Extra",
+                    "Mixed",
+                ],
+                dtype="object",
+            ),
+            "test_hello": pd.Series(
+                [
+                    "Hello",
+                    "你好",
+                    "こんにちは",
+                    "Здра́вствуйте",
+                    "😁😂😜",
+                    "¥§¤®ð",
+                    "y̆",
+                    "Ha好ち😁ðy̆",
+                ],
+                dtype="object",
+            ),
+        },
+    )
+    assert_frame_equal(df, expected, check_names=True)
diff --git a/connectorx-python/connectorx/tests/test_sqlite.py b/connectorx-python/connectorx/tests/test_sqlite.py
new file mode 100644
index 0000000..f0e8a99
--- /dev/null
+++ b/connectorx-python/connectorx/tests/test_sqlite.py
@@ -0,0 +1,393 @@
+import os
+
+import numpy as np
+import pandas as pd
+import pytest
+from pandas.testing import assert_frame_equal
+
+from .. import read_sql
+
+
+@pytest.fixture(scope="module")  # type: ignore
+def sqlite_db() -> str:
+    conn = os.environ["SQLITE_URL"]
+    return conn
+
+
+def test_sqlite_without_partition(sqlite_db: str) -> None:
+    query = "SELECT test_int, test_nullint, test_str, test_float, test_bool, test_date, test_time, test_datetime FROM test_table"
+    df = read_sql(sqlite_db, query)
+    expected = pd.DataFrame(
+        index=range(6),
+        data={
+            "test_int": pd.Series([1, 2, 0, 3, 4, 1314], dtype="Int64"),
+            "test_nullint": pd.Series([3, None, 5, 7, 9, 2], dtype="Int64"),
+            "test_str": pd.Series(
+                ["str1", "str2", "こんにちは", "b", "Ha好ち😁ðy̆", None], dtype="object"
+            ),
+            "test_float": pd.Series([None, 2.2, 3.1, 3, 7.8, -10], dtype="float64"),
+            "test_bool": pd.Series(
+                [True, False, None, False, None, True], dtype="boolean"
+            ),
+            "test_date": pd.Series(
+                [
+                    np.datetime64("1996-03-13"),
+                    np.datetime64("1996-01-30"),
+                    np.datetime64("1996-02-28"),
+                    np.datetime64("2020-01-12"),
+                    np.datetime64("1996-04-20"),
+                    None,
+                ],
+                dtype="datetime64[ns]",
+            ),
+            "test_time": pd.Series(
+                [
+                    "08:12:40",
+                    "10:03:00",
+                    "23:00:10",
+                    "23:00:10",
+                    "18:30:00",
+                    "18:30:00",
+                ],
+                dtype="object",
+            ),
+            "test_datetime": pd.Series(
+                [
+                    np.datetime64("2007-01-01T10:00:19"),
+                    np.datetime64("2005-01-01T22:03:00"),
+                    None,
+                    np.datetime64("1987-01-01T11:00:00"),
+                    None,
+                    np.datetime64("2007-10-01T10:32:00"),
+                ],
+                dtype="datetime64[ns]",
+            ),
+        },
+    )
+    assert_frame_equal(df, expected, check_names=True)
+
+
+def test_sqlite_limit_without_partition(sqlite_db: str) -> None:
+    query = "SELECT test_int, test_nullint, test_str, test_float, test_bool, test_date, test_time, test_datetime FROM test_table limit 3"
+    df = read_sql(sqlite_db, query)
+    expected = pd.DataFrame(
+        index=range(3),
+        data={
+            "test_int": pd.Series([1, 2, 0], dtype="Int64"),
+            "test_nullint": pd.Series([3, None, 5], dtype="Int64"),
+            "test_str": pd.Series(["str1", "str2", "こんにちは"], dtype="object"),
+            "test_float": pd.Series([None, 2.2, 3.1], dtype="float64"),
+            "test_bool": pd.Series([True, False, None], dtype="boolean"),
+            "test_date": pd.Series(
+                [
+                    np.datetime64("1996-03-13"),
+                    np.datetime64("1996-01-30"),
+                    np.datetime64("1996-02-28"),
+                ],
+                dtype="datetime64[ns]",
+            ),
+            "test_time": pd.Series(
+                ["08:12:40", "10:03:00", "23:00:10"], dtype="object"
+            ),
+            "test_datetime": pd.Series(
+                [
+                    np.datetime64("2007-01-01T10:00:19"),
+                    np.datetime64("2005-01-01T22:03:00"),
+                    None,
+                ],
+                dtype="datetime64[ns]",
+            ),
+        },
+    )
+    assert_frame_equal(df, expected, check_names=True)
+
+
+def test_sqlite_limit_large_without_partition(sqlite_db: str) -> None:
+    query = "SELECT test_int, test_nullint, test_str, test_float, test_bool, test_date, test_time, test_datetime FROM test_table limit 10"
+    df = read_sql(sqlite_db, query)
+    expected = pd.DataFrame(
+        index=range(6),
+        data={
+            "test_int": pd.Series([1, 2, 0, 3, 4, 1314], dtype="Int64"),
+            "test_nullint": pd.Series([3, None, 5, 7, 9, 2], dtype="Int64"),
+            "test_str": pd.Series(
+                ["str1", "str2", "こんにちは", "b", "Ha好ち😁ðy̆", None], dtype="object"
+            ),
+            "test_float": pd.Series([None, 2.2, 3.1, 3, 7.8, -10], dtype="float64"),
+            "test_bool": pd.Series(
+                [True, False, None, False, None, True], dtype="boolean"
+            ),
+            "test_date": pd.Series(
+                [
+                    np.datetime64("1996-03-13"),
+                    np.datetime64("1996-01-30"),
+                    np.datetime64("1996-02-28"),
+                    np.datetime64("2020-01-12"),
+                    np.datetime64("1996-04-20"),
+                    None,
+                ],
+                dtype="datetime64[ns]",
+            ),
+            "test_time": pd.Series(
+                [
+                    "08:12:40",
+                    "10:03:00",
+                    "23:00:10",
+                    "23:00:10",
+                    "18:30:00",
+                    "18:30:00",
+                ],
+                dtype="object",
+            ),
+            "test_datetime": pd.Series(
+                [
+                    np.datetime64("2007-01-01T10:00:19"),
+                    np.datetime64("2005-01-01T22:03:00"),
+                    None,
+                    np.datetime64("1987-01-01T11:00:00"),
+                    None,
+                    np.datetime64("2007-10-01T10:32:00"),
+                ],
+                dtype="datetime64[ns]",
+            ),
+        },
+    )
+    assert_frame_equal(df, expected, check_names=True)
+
+
+def test_sqlite_with_partition(sqlite_db: str) -> None:
+    query = "SELECT test_int, test_nullint, test_str, test_float, test_bool, test_date, test_time, test_datetime FROM test_table"
+    df = read_sql(
+        sqlite_db,
+        query,
+        partition_on="test_int",
+        partition_num=3,
+    )
+    expected = pd.DataFrame(
+        index=range(6),
+        data={
+            "test_int": pd.Series([0, 1, 2, 3, 4, 1314], dtype="Int64"),
+            "test_nullint": pd.Series([5, 3, None, 7, 9, 2], dtype="Int64"),
+            "test_str": pd.Series(
+                ["こんにちは", "str1", "str2", "b", "Ha好ち😁ðy̆", None], dtype="object"
+            ),
+            "test_float": pd.Series([3.1, None, 2.2, 3, 7.8, -10], dtype="float64"),
+            "test_bool": pd.Series(
+                [None, True, False, False, None, True], dtype="boolean"
+            ),
+            "test_date": pd.Series(
+                [
+                    np.datetime64("1996-02-28"),
+                    np.datetime64("1996-03-13"),
+                    np.datetime64("1996-01-30"),
+                    np.datetime64("2020-01-12"),
+                    np.datetime64("1996-04-20"),
+                    None,
+                ],
+                dtype="datetime64[ns]",
+            ),
+            "test_time": pd.Series(
+                [
+                    "23:00:10",
+                    "08:12:40",
+                    "10:03:00",
+                    "23:00:10",
+                    "18:30:00",
+                    "18:30:00",
+                ],
+                dtype="object",
+            ),
+            "test_datetime": pd.Series(
+                [
+                    None,
+                    np.datetime64("2007-01-01T10:00:19"),
+                    np.datetime64("2005-01-01T22:03:00"),
+                    np.datetime64("1987-01-01T11:00:00"),
+                    None,
+                    np.datetime64("2007-10-01T10:32:00"),
+                ],
+                dtype="datetime64[ns]",
+            ),
+        },
+    )
+    df.sort_values(by="test_int", inplace=True, ignore_index=True)
+    assert_frame_equal(df, expected, check_names=True)
+
+
+def test_manual_partition(sqlite_db: str) -> None:
+
+    queries = [
+        "SELECT test_int, test_nullint, test_str, test_float, test_bool, test_date, test_time, test_datetime FROM test_table WHERE test_int < 2",
+        "SELECT test_int, test_nullint, test_str, test_float, test_bool, test_date, test_time, test_datetime FROM test_table WHERE test_int >= 2",
+    ]
+
+    df = read_sql(sqlite_db, query=queries)
+
+    expected = pd.DataFrame(
+        index=range(6),
+        data={
+            "test_int": pd.Series([0, 1, 2, 3, 4, 1314], dtype="Int64"),
+            "test_nullint": pd.Series([5, 3, None, 7, 9, 2], dtype="Int64"),
+            "test_str": pd.Series(
+                ["こんにちは", "str1", "str2", "b", "Ha好ち😁ðy̆", None], dtype="object"
+            ),
+            "test_float": pd.Series([3.1, None, 2.2, 3, 7.8, -10], dtype="float64"),
+            "test_bool": pd.Series(
+                [None, True, False, False, None, True], dtype="boolean"
+            ),
+            "test_date": pd.Series(
+                [
+                    np.datetime64("1996-02-28"),
+                    np.datetime64("1996-03-13"),
+                    np.datetime64("1996-01-30"),
+                    np.datetime64("2020-01-12"),
+                    np.datetime64("1996-04-20"),
+                    None,
+                ],
+                dtype="datetime64[ns]",
+            ),
+            "test_time": pd.Series(
+                [
+                    "23:00:10",
+                    "08:12:40",
+                    "10:03:00",
+                    "23:00:10",
+                    "18:30:00",
+                    "18:30:00",
+                ],
+                dtype="object",
+            ),
+            "test_datetime": pd.Series(
+                [
+                    None,
+                    np.datetime64("2007-01-01T10:00:19"),
+                    np.datetime64("2005-01-01T22:03:00"),
+                    np.datetime64("1987-01-01T11:00:00"),
+                    None,
+                    np.datetime64("2007-10-01T10:32:00"),
+                ],
+                dtype="datetime64[ns]",
+            ),
+        },
+    )
+    df.sort_values(by="test_int", inplace=True, ignore_index=True)
+    assert_frame_equal(df, expected, check_names=True)
+
+
+def test_sqlite_without_partition_and_spa(sqlite_db: str) -> None:
+    query = """
+    SELECT test_bool, AVG(test_float) AS avg, SUM(test_int) AS sum 
+    FROM test_table
+    WHERE test_nullint IS NOT NULL 
+    GROUP BY test_bool 
+    ORDER BY sum
+    """
+    df = read_sql(sqlite_db, query)
+    expected = pd.DataFrame(
+        index=range(3),
+        data={
+            "test_bool": pd.Series([False, None, True], dtype="boolean"),
+            "avg": pd.Series([3.00, 5.45, -10.00], dtype="float64"),
+            "sum": pd.Series([3, 4, 1315], dtype="Int64"),
+        },
+    )
+    assert_frame_equal(df, expected, check_names=True)
+
+
+def test_sqlite_with_partition_and_spa(sqlite_db: str) -> None:
+    query = """
+    SELECT test_bool, AVG(test_float) AS avg, SUM(test_int) AS sum 
+    FROM test_table
+    WHERE test_nullint IS NOT NULL 
+    GROUP BY test_bool 
+    ORDER BY sum
+    """
+    df = read_sql(sqlite_db, query, partition_on="sum", partition_num=2)
+    expected = pd.DataFrame(
+        index=range(3),
+        data={
+            "test_bool": pd.Series([False, None, True], dtype="boolean"),
+            "avg": pd.Series([3.00, 5.45, -10.00], dtype="float64"),
+            "sum": pd.Series([3, 4, 1315], dtype="Int64"),
+        },
+    )
+    df = df.sort_values("sum").reset_index(drop=True)
+    assert_frame_equal(df, expected, check_names=True)
+
+
+def test_empty_result(sqlite_db: str) -> None:
+    query = "SELECT * FROM test_table where test_int < -100"
+    df = read_sql(sqlite_db, query)
+    expected = pd.DataFrame(
+        data={
+            "test_int": pd.Series([], dtype="object"),
+            "test_nullint": pd.Series([], dtype="object"),
+            "test_str": pd.Series([], dtype="object"),
+            "test_float": pd.Series([], dtype="object"),
+            "test_bool": pd.Series([], dtype="object"),
+            "test_date": pd.Series([], dtype="object"),
+            "test_time": pd.Series([], dtype="object"),
+            "test_datetime": pd.Series([], dtype="object"),
+        }
+    )
+    assert_frame_equal(df, expected, check_names=True)
+
+
+def test_empty_result_on_partition(sqlite_db: str) -> None:
+    query = "SELECT * FROM test_table where test_int < -100"
+    df = read_sql(sqlite_db, query, partition_on="test_int", partition_num=3)
+    expected = pd.DataFrame(
+        data={
+            "test_int": pd.Series([], dtype="object"),
+            "test_nullint": pd.Series([], dtype="object"),
+            "test_str": pd.Series([], dtype="object"),
+            "test_float": pd.Series([], dtype="object"),
+            "test_bool": pd.Series([], dtype="object"),
+            "test_date": pd.Series([], dtype="object"),
+            "test_time": pd.Series([], dtype="object"),
+            "test_datetime": pd.Series([], dtype="object"),
+        }
+    )
+    assert_frame_equal(df, expected, check_names=True)
+
+
+def test_empty_result_on_some_partition(sqlite_db: str) -> None:
+    query = "SELECT * FROM test_table where test_int < 1"
+    df = read_sql(sqlite_db, query, partition_on="test_int", partition_num=3)
+    expected = pd.DataFrame(
+        data={
+            "test_int": pd.Series([0], dtype="Int64"),
+            "test_nullint": pd.Series([5], dtype="Int64"),
+            "test_str": pd.Series(["こんにちは"], dtype="object"),
+            "test_float": pd.Series([3.1], dtype="float"),
+            "test_bool": pd.Series([None], dtype="boolean"),
+            "test_date": pd.Series(
+                [
+                    np.datetime64("1996-02-28"),
+                ],
+                dtype="datetime64[ns]",
+            ),
+            "test_time": pd.Series(["23:00:10"], dtype="object"),
+            "test_datetime": pd.Series(
+                [
+                    None,
+                ],
+                dtype="datetime64[ns]",
+            ),
+        }
+    )
+    assert_frame_equal(df, expected, check_names=True)
+
+
+def test_sqlite_cte(sqlite_db: str) -> None:
+    query = "with test_cte (test_int, test_str) as (select test_int, test_str from test_table where test_float > 0) select test_int, test_str from test_cte"
+    df = read_sql(sqlite_db, query, partition_on="test_int", partition_num=3)
+    df.sort_values(by="test_int", inplace=True, ignore_index=True)
+    expected = pd.DataFrame(
+        index=range(4),
+        data={
+            "test_int": pd.Series([0, 2, 3, 4], dtype="Int64"),
+            "test_str": pd.Series(["こんにちは", "str2", "b", "Ha好ち😁ðy̆"], dtype="object"),
+        },
+    )
+    assert_frame_equal(df, expected, check_names=True)
diff --git a/connectorx-python/examples/flame_tpch.rs b/connectorx-python/examples/flame_tpch.rs
new file mode 100644
index 0000000..926df9a
--- /dev/null
+++ b/connectorx-python/examples/flame_tpch.rs
@@ -0,0 +1,25 @@
+mod tpch;
+
+use pprof::protos::Message;
+use std::env;
+use std::fs::File;
+use std::io::Write;
+
+fn main() {
+    let args: Vec<String> = env::args().collect();
+    let guard = pprof::ProfilerGuard::new(10).unwrap();
+
+    tpch::run(10, &args[1]);
+
+    if let Ok(report) = guard.report().build() {
+        let file = File::create("flamegraph.svg").unwrap();
+        report.flamegraph(file).unwrap();
+
+        let mut file = File::create("profile.pb").unwrap();
+        let profile = report.pprof().unwrap();
+
+        let mut content = Vec::new();
+        profile.encode(&mut content).unwrap();
+        file.write_all(&content).unwrap();
+    };
+}
diff --git a/connectorx-python/examples/tpch.rs b/connectorx-python/examples/tpch.rs
new file mode 100644
index 0000000..69c9afa
--- /dev/null
+++ b/connectorx-python/examples/tpch.rs
@@ -0,0 +1,28 @@
+use connectorx_python::read_sql::{read_sql, PartitionQuery};
+use pyo3::Python;
+use std::env;
+
+const QUERY: &'static str = r#"
+SELECT 
+    *
+FROM LINEITEM"#;
+
+pub fn run(nq: usize, conn: &str) {
+    let conn = env::var(conn).unwrap();
+
+    Python::with_gil(|py| {
+        read_sql(
+            py,
+            &conn,
+            "pandas",
+            None,
+            None,
+            Some(PartitionQuery::new(QUERY, "L_ORDERKEY", None, None, nq)),
+        )
+        .unwrap();
+    });
+}
+
+fn main() {
+    run(1, "POSTGRES_URL");
+}
diff --git a/connectorx-python/poetry.lock b/connectorx-python/poetry.lock
new file mode 100644
index 0000000..6922983
--- /dev/null
+++ b/connectorx-python/poetry.lock
@@ -0,0 +1,1229 @@
+[[package]]
+name = "appnope"
+version = "0.1.3"
+description = "Disable App Nap on macOS >= 10.9"
+category = "dev"
+optional = false
+python-versions = "*"
+
+[[package]]
+name = "atomicwrites"
+version = "1.4.1"
+description = "Atomic file writes."
+category = "dev"
+optional = false
+python-versions = ">=2.7, !=3.0.*, !=3.1.*, !=3.2.*, !=3.3.*"
+
+[[package]]
+name = "attrs"
+version = "22.2.0"
+description = "Classes Without Boilerplate"
+category = "dev"
+optional = false
+python-versions = ">=3.6"
+
+[package.extras]
+cov = ["attrs", "coverage-enable-subprocess", "coverage[toml] (>=5.3)"]
+dev = ["attrs"]
+docs = ["furo", "sphinx", "myst-parser", "zope.interface", "sphinx-notfound-page", "sphinxcontrib-towncrier", "towncrier"]
+tests = ["attrs", "zope.interface"]
+tests-no-zope = ["hypothesis", "pympler", "pytest (>=4.3.0)", "pytest-xdist", "cloudpickle", "mypy (>=0.971,<0.990)", "pytest-mypy-plugins"]
+tests_no_zope = ["hypothesis", "pympler", "pytest (>=4.3.0)", "pytest-xdist", "cloudpickle", "mypy (>=0.971,<0.990)", "pytest-mypy-plugins"]
+
+[[package]]
+name = "backcall"
+version = "0.2.0"
+description = "Specifications for callback functions passed in to an API"
+category = "dev"
+optional = false
+python-versions = "*"
+
+[[package]]
+name = "black"
+version = "21.12b0"
+description = "The uncompromising code formatter."
+category = "dev"
+optional = false
+python-versions = ">=3.6.2"
+
+[package.dependencies]
+click = ">=7.1.2"
+mypy-extensions = ">=0.4.3"
+pathspec = ">=0.9.0,<1"
+platformdirs = ">=2"
+tomli = ">=0.2.6,<2.0.0"
+typing-extensions = [
+    {version = ">=3.10.0.0", markers = "python_version < \"3.10\""},
+    {version = "!=3.10.0.1", markers = "python_version >= \"3.10\""},
+]
+
+[package.extras]
+colorama = ["colorama (>=0.4.3)"]
+d = ["aiohttp (>=3.7.4)"]
+jupyter = ["ipython (>=7.8.0)", "tokenize-rt (>=3.2.0)"]
+python2 = ["typed-ast (>=1.4.3)"]
+uvloop = ["uvloop (>=0.15.2)"]
+
+[[package]]
+name = "bleach"
+version = "5.0.1"
+description = "An easy safelist-based HTML-sanitizing tool."
+category = "dev"
+optional = false
+python-versions = ">=3.7"
+
+[package.dependencies]
+six = ">=1.9.0"
+webencodings = "*"
+
+[package.extras]
+css = ["tinycss2 (>=1.1.0,<1.2)"]
+dev = ["build (==0.8.0)", "flake8 (==4.0.1)", "hashin (==0.17.0)", "pip-tools (==6.6.2)", "pytest (==7.1.2)", "Sphinx (==4.3.2)", "tox (==3.25.0)", "twine (==4.0.1)", "wheel (==0.37.1)", "black (==22.3.0)", "mypy (==0.961)"]
+
+[[package]]
+name = "certifi"
+version = "2022.12.7"
+description = "Python package for providing Mozilla's CA Bundle."
+category = "dev"
+optional = false
+python-versions = ">=3.6"
+
+[[package]]
+name = "cffi"
+version = "1.15.1"
+description = "Foreign Function Interface for Python calling C code."
+category = "dev"
+optional = false
+python-versions = "*"
+
+[package.dependencies]
+pycparser = "*"
+
+[[package]]
+name = "charset-normalizer"
+version = "2.1.1"
+description = "The Real First Universal Charset Detector. Open, modern and actively maintained alternative to Chardet."
+category = "dev"
+optional = false
+python-versions = ">=3.6.0"
+
+[package.extras]
+unicode_backport = ["unicodedata2"]
+
+[[package]]
+name = "click"
+version = "8.1.3"
+description = "Composable command line interface toolkit"
+category = "dev"
+optional = false
+python-versions = ">=3.7"
+
+[package.dependencies]
+colorama = {version = "*", markers = "platform_system == \"Windows\""}
+
+[[package]]
+name = "cloudpickle"
+version = "2.2.0"
+description = "Extended pickling support for Python objects"
+category = "main"
+optional = false
+python-versions = ">=3.6"
+
+[[package]]
+name = "colorama"
+version = "0.4.6"
+description = "Cross-platform colored terminal text."
+category = "dev"
+optional = false
+python-versions = "!=3.0.*,!=3.1.*,!=3.2.*,!=3.3.*,!=3.4.*,!=3.5.*,!=3.6.*,>=2.7"
+
+[[package]]
+name = "contexttimer"
+version = "0.3.3"
+description = "A timer context manager measuring the clock wall time of the code block it contains."
+category = "dev"
+optional = false
+python-versions = "*"
+
+[[package]]
+name = "cryptography"
+version = "38.0.4"
+description = "cryptography is a package which provides cryptographic recipes and primitives to Python developers."
+category = "dev"
+optional = false
+python-versions = ">=3.6"
+
+[package.dependencies]
+cffi = ">=1.12"
+
+[package.extras]
+docs = ["sphinx (>=1.6.5,!=1.8.0,!=3.1.0,!=3.1.1)", "sphinx-rtd-theme"]
+docstest = ["pyenchant (>=1.6.11)", "twine (>=1.12.0)", "sphinxcontrib-spelling (>=4.0.1)"]
+pep8test = ["black", "flake8", "flake8-import-order", "pep8-naming"]
+sdist = ["setuptools-rust (>=0.11.4)"]
+ssh = ["bcrypt (>=3.1.5)"]
+test = ["pytest (>=6.2.0)", "pytest-benchmark", "pytest-cov", "pytest-subtests", "pytest-xdist", "pretend", "iso8601", "pytz", "hypothesis (>=1.11.4,!=3.79.2)"]
+
+[[package]]
+name = "dask"
+version = "2021.12.0"
+description = "Parallel PyData with Task Scheduling"
+category = "main"
+optional = false
+python-versions = ">=3.7"
+
+[package.dependencies]
+cloudpickle = ">=1.1.1"
+fsspec = ">=0.6.0"
+numpy = {version = ">=1.18", optional = true, markers = "extra == \"dataframe\""}
+packaging = ">=20.0"
+pandas = {version = ">=1.0", optional = true, markers = "extra == \"dataframe\""}
+partd = ">=0.3.10"
+pyyaml = "*"
+toolz = ">=0.8.2"
+
+[package.extras]
+array = ["numpy (>=1.18)"]
+complete = ["bokeh (>=2.1.1)", "distributed (==2021.12.0)", "jinja2", "numpy (>=1.18)", "pandas (>=1.0)"]
+dataframe = ["numpy (>=1.18)", "pandas (>=1.0)"]
+diagnostics = ["bokeh (>=2.1.1)", "jinja2"]
+distributed = ["distributed (==2021.12.0)"]
+test = ["pytest", "pytest-rerunfailures", "pytest-xdist", "pre-commit"]
+
+[[package]]
+name = "decorator"
+version = "5.1.1"
+description = "Decorators for Humans"
+category = "dev"
+optional = false
+python-versions = ">=3.5"
+
+[[package]]
+name = "distributed"
+version = "2021.12.0"
+description = "Distributed scheduler for Dask"
+category = "dev"
+optional = false
+python-versions = ">=3.7"
+
+[package.dependencies]
+click = ">=6.6"
+cloudpickle = ">=1.5.0"
+dask = "2021.12.0"
+jinja2 = "*"
+msgpack = ">=0.6.0"
+psutil = ">=5.0"
+pyyaml = "*"
+sortedcontainers = "<2.0.0 || >2.0.0,<2.0.1 || >2.0.1"
+tblib = ">=1.6.0"
+toolz = ">=0.8.2"
+tornado = {version = ">=6.0.3", markers = "python_version >= \"3.8\""}
+zict = ">=0.1.3"
+
+[[package]]
+name = "docopt"
+version = "0.6.2"
+description = "Pythonic argument parser, that will make you smile"
+category = "dev"
+optional = false
+python-versions = "*"
+
+[[package]]
+name = "docutils"
+version = "0.19"
+description = "Docutils -- Python Documentation Utilities"
+category = "dev"
+optional = false
+python-versions = ">=3.7"
+
+[[package]]
+name = "fsspec"
+version = "2022.11.0"
+description = "File-system specification"
+category = "main"
+optional = false
+python-versions = ">=3.7"
+
+[package.extras]
+abfs = ["adlfs"]
+adl = ["adlfs"]
+arrow = ["pyarrow (>=1)"]
+dask = ["dask", "distributed"]
+dropbox = ["dropboxdrivefs", "requests", "dropbox"]
+entrypoints = ["importlib-metadata"]
+fuse = ["fusepy"]
+gcs = ["gcsfs"]
+git = ["pygit2"]
+github = ["requests"]
+gs = ["gcsfs"]
+gui = ["panel"]
+hdfs = ["pyarrow (>=1)"]
+http = ["requests", "aiohttp (!=4.0.0a0,!=4.0.0a1)"]
+libarchive = ["libarchive-c"]
+oci = ["ocifs"]
+s3 = ["s3fs"]
+sftp = ["paramiko"]
+smb = ["smbprotocol"]
+ssh = ["paramiko"]
+tqdm = ["tqdm"]
+
+[[package]]
+name = "heapdict"
+version = "1.0.1"
+description = "a heap with decrease-key and increase-key operations"
+category = "dev"
+optional = false
+python-versions = "*"
+
+[[package]]
+name = "idna"
+version = "3.4"
+description = "Internationalized Domain Names in Applications (IDNA)"
+category = "dev"
+optional = false
+python-versions = ">=3.5"
+
+[[package]]
+name = "importlib-metadata"
+version = "5.2.0"
+description = "Read metadata from Python packages"
+category = "dev"
+optional = false
+python-versions = ">=3.7"
+
+[package.dependencies]
+zipp = ">=0.5"
+
+[package.extras]
+docs = ["sphinx (>=3.5)", "jaraco.packaging (>=9)", "rst.linker (>=1.9)", "furo", "sphinx-lint", "jaraco.tidelift (>=1.4)"]
+perf = ["ipython"]
+testing = ["pytest (>=6)", "pytest-checkdocs (>=2.4)", "flake8 (<5)", "pytest-cov", "pytest-enabler (>=1.3)", "packaging", "pyfakefs", "flufl.flake8", "pytest-perf (>=0.9.2)", "pytest-black (>=0.3.7)", "pytest-mypy (>=0.9.1)", "pytest-flake8", "importlib-resources (>=1.3)"]
+
+[[package]]
+name = "importlib-resources"
+version = "5.10.1"
+description = "Read resources from Python packages"
+category = "dev"
+optional = false
+python-versions = ">=3.7"
+
+[package.dependencies]
+zipp = {version = ">=3.1.0", markers = "python_version < \"3.10\""}
+
+[package.extras]
+docs = ["sphinx (>=3.5)", "jaraco.packaging (>=9)", "rst.linker (>=1.9)", "furo", "jaraco.tidelift (>=1.4)"]
+testing = ["pytest (>=6)", "pytest-checkdocs (>=2.4)", "flake8 (<5)", "pytest-cov", "pytest-enabler (>=1.3)", "pytest-black (>=0.3.7)", "pytest-mypy (>=0.9.1)", "pytest-flake8"]
+
+[[package]]
+name = "iniconfig"
+version = "1.1.1"
+description = "iniconfig: brain-dead simple config-ini parsing"
+category = "dev"
+optional = false
+python-versions = "*"
+
+[[package]]
+name = "ipython"
+version = "7.34.0"
+description = "IPython: Productive Interactive Computing"
+category = "dev"
+optional = false
+python-versions = ">=3.7"
+
+[package.dependencies]
+appnope = {version = "*", markers = "sys_platform == \"darwin\""}
+backcall = "*"
+colorama = {version = "*", markers = "sys_platform == \"win32\""}
+decorator = "*"
+jedi = ">=0.16"
+matplotlib-inline = "*"
+pexpect = {version = ">4.3", markers = "sys_platform != \"win32\""}
+pickleshare = "*"
+prompt-toolkit = ">=2.0.0,<3.0.0 || >3.0.0,<3.0.1 || >3.0.1,<3.1.0"
+pygments = "*"
+traitlets = ">=4.2"
+
+[package.extras]
+all = ["Sphinx (>=1.3)", "ipykernel", "ipyparallel", "ipywidgets", "nbconvert", "nbformat", "nose (>=0.10.1)", "notebook", "numpy (>=1.17)", "pygments", "qtconsole", "requests", "testpath"]
+doc = ["Sphinx (>=1.3)"]
+kernel = ["ipykernel"]
+nbconvert = ["nbconvert"]
+nbformat = ["nbformat"]
+notebook = ["notebook", "ipywidgets"]
+parallel = ["ipyparallel"]
+qtconsole = ["qtconsole"]
+test = ["nose (>=0.10.1)", "requests", "testpath", "pygments", "nbformat", "ipykernel", "numpy (>=1.17)"]
+
+[[package]]
+name = "jaraco.classes"
+version = "3.2.3"
+description = "Utility functions for Python class constructs"
+category = "dev"
+optional = false
+python-versions = ">=3.7"
+
+[package.dependencies]
+more-itertools = "*"
+
+[package.extras]
+docs = ["sphinx (>=3.5)", "jaraco.packaging (>=9)", "rst.linker (>=1.9)", "jaraco.tidelift (>=1.4)"]
+testing = ["pytest (>=6)", "pytest-checkdocs (>=2.4)", "pytest-flake8", "flake8 (<5)", "pytest-cov", "pytest-enabler (>=1.3)", "pytest-black (>=0.3.7)", "pytest-mypy (>=0.9.1)"]
+
+[[package]]
+name = "jedi"
+version = "0.18.2"
+description = "An autocompletion tool for Python that can be used for text editors."
+category = "dev"
+optional = false
+python-versions = ">=3.6"
+
+[package.dependencies]
+parso = ">=0.8.0,<0.9.0"
+
+[package.extras]
+docs = ["Jinja2 (==2.11.3)", "MarkupSafe (==1.1.1)", "Pygments (==2.8.1)", "alabaster (==0.7.12)", "babel (==2.9.1)", "chardet (==4.0.0)", "commonmark (==0.8.1)", "docutils (==0.17.1)", "future (==0.18.2)", "idna (==2.10)", "imagesize (==1.2.0)", "mock (==1.0.1)", "packaging (==20.9)", "pyparsing (==2.4.7)", "pytz (==2021.1)", "readthedocs-sphinx-ext (==2.1.4)", "recommonmark (==0.5.0)", "requests (==2.25.1)", "six (==1.15.0)", "snowballstemmer (==2.1.0)", "sphinx-rtd-theme (==0.4.3)", "sphinx (==1.8.5)", "sphinxcontrib-serializinghtml (==1.1.4)", "sphinxcontrib-websupport (==1.2.4)", "urllib3 (==1.26.4)"]
+qa = ["flake8 (==3.8.3)", "mypy (==0.782)"]
+testing = ["Django (<3.1)", "attrs", "colorama", "docopt", "pytest (<7.0.0)"]
+
+[[package]]
+name = "jeepney"
+version = "0.8.0"
+description = "Low-level, pure Python DBus protocol wrapper."
+category = "dev"
+optional = false
+python-versions = ">=3.7"
+
+[package.extras]
+test = ["pytest", "pytest-trio", "pytest-asyncio (>=0.17)", "testpath", "trio", "async-timeout"]
+trio = ["trio", "async-generator"]
+
+[[package]]
+name = "jinja2"
+version = "3.1.2"
+description = "A very fast and expressive template engine."
+category = "dev"
+optional = false
+python-versions = ">=3.7"
+
+[package.dependencies]
+MarkupSafe = ">=2.0"
+
+[package.extras]
+i18n = ["Babel (>=2.7)"]
+
+[[package]]
+name = "keyring"
+version = "23.13.1"
+description = "Store and access your passwords safely."
+category = "dev"
+optional = false
+python-versions = ">=3.7"
+
+[package.dependencies]
+importlib-metadata = {version = ">=4.11.4", markers = "python_version < \"3.12\""}
+importlib-resources = {version = "*", markers = "python_version < \"3.9\""}
+"jaraco.classes" = "*"
+jeepney = {version = ">=0.4.2", markers = "sys_platform == \"linux\""}
+pywin32-ctypes = {version = ">=0.2.0", markers = "sys_platform == \"win32\""}
+SecretStorage = {version = ">=3.2", markers = "sys_platform == \"linux\""}
+
+[package.extras]
+completion = ["shtab"]
+docs = ["sphinx (>=3.5)", "jaraco.packaging (>=9)", "rst.linker (>=1.9)", "furo", "jaraco.tidelift (>=1.4)"]
+testing = ["pytest (>=6)", "pytest-checkdocs (>=2.4)", "flake8 (<5)", "pytest-cov", "pytest-enabler (>=1.3)", "pytest-black (>=0.3.7)", "pytest-mypy (>=0.9.1)", "pytest-flake8"]
+
+[[package]]
+name = "locket"
+version = "1.0.0"
+description = "File-based locks for Python on Linux and Windows"
+category = "main"
+optional = false
+python-versions = ">=2.7, !=3.0.*, !=3.1.*, !=3.2.*, !=3.3.*"
+
+[[package]]
+name = "markupsafe"
+version = "2.1.1"
+description = "Safely add untrusted strings to HTML/XML markup."
+category = "dev"
+optional = false
+python-versions = ">=3.7"
+
+[[package]]
+name = "matplotlib-inline"
+version = "0.1.6"
+description = "Inline Matplotlib backend for Jupyter"
+category = "dev"
+optional = false
+python-versions = ">=3.5"
+
+[package.dependencies]
+traitlets = "*"
+
+[[package]]
+name = "maturin"
+version = "1.2.3"
+description = "Build and publish crates with pyo3, rust-cpython and cffi bindings as well as rust binaries as python packages"
+category = "dev"
+optional = false
+python-versions = ">=3.7"
+
+[package.dependencies]
+tomli = {version = ">=1.1.0", markers = "python_version < \"3.11\""}
+
+[package.extras]
+zig = ["ziglang (>=0.10.0,<0.11.0)"]
+patchelf = ["patchelf"]
+
+[[package]]
+name = "modin"
+version = "0.18.0"
+description = "Modin: Make your pandas code run faster by changing one line of code."
+category = "main"
+optional = false
+python-versions = ">=3.8"
+
+[package.dependencies]
+dask = {version = ">=2.22.0", optional = true, markers = "extra == \"dask\""}
+distributed = {version = ">=2.22.0", optional = true, markers = "extra == \"dask\""}
+fsspec = "*"
+numpy = ">=1.18.5"
+packaging = "*"
+pandas = "1.5.2"
+psutil = "*"
+
+[package.extras]
+all = ["dask (>=2.22.0)", "distributed (>=2.22.0)", "ray[default] (>=1.13.0)", "pyarrow", "unidist[mpi] (>=0.2.1)", "rpyc (==4.1.5)", "cloudpickle", "boto3", "modin-spreadsheet (>=0.1.0)"]
+dask = ["dask (>=2.22.0)", "distributed (>=2.22.0)"]
+ray = ["ray[default] (>=1.13.0)", "pyarrow"]
+remote = ["rpyc (==4.1.5)", "cloudpickle", "boto3"]
+spreadsheet = ["modin-spreadsheet (>=0.1.0)"]
+sql = ["dfsql (>=0.4.2)", "pyparsing (<=2.4.7)"]
+unidist = ["unidist[mpi] (>=0.2.1)"]
+
+[[package]]
+name = "more-itertools"
+version = "9.0.0"
+description = "More routines for operating on iterables, beyond itertools"
+category = "dev"
+optional = false
+python-versions = ">=3.7"
+
+[[package]]
+name = "msgpack"
+version = "1.0.4"
+description = "MessagePack serializer"
+category = "dev"
+optional = false
+python-versions = "*"
+
+[[package]]
+name = "mypy-extensions"
+version = "0.4.3"
+description = "Experimental type system extensions for programs checked with the mypy typechecker."
+category = "dev"
+optional = false
+python-versions = "*"
+
+[[package]]
+name = "numpy"
+version = "1.24.1"
+description = "Fundamental package for array computing in Python"
+category = "main"
+optional = false
+python-versions = ">=3.8"
+
+[[package]]
+name = "packaging"
+version = "22.0"
+description = "Core utilities for Python packages"
+category = "main"
+optional = false
+python-versions = ">=3.7"
+
+[[package]]
+name = "pandas"
+version = "1.5.2"
+description = "Powerful data structures for data analysis, time series, and statistics"
+category = "main"
+optional = false
+python-versions = ">=3.8"
+
+[package.dependencies]
+numpy = [
+    {version = ">=1.20.3", markers = "python_version < \"3.10\""},
+    {version = ">=1.21.0", markers = "python_version >= \"3.10\""},
+    {version = ">=1.23.2", markers = "python_version >= \"3.11\""},
+]
+python-dateutil = ">=2.8.1"
+pytz = ">=2020.1"
+
+[package.extras]
+test = ["hypothesis (>=5.5.3)", "pytest (>=6.0)", "pytest-xdist (>=1.31)"]
+
+[[package]]
+name = "parso"
+version = "0.8.3"
+description = "A Python Parser"
+category = "dev"
+optional = false
+python-versions = ">=3.6"
+
+[package.extras]
+qa = ["flake8 (==3.8.3)", "mypy (==0.782)"]
+testing = ["docopt", "pytest (<6.0.0)"]
+
+[[package]]
+name = "partd"
+version = "1.3.0"
+description = "Appendable key-value storage"
+category = "main"
+optional = false
+python-versions = ">=3.7"
+
+[package.dependencies]
+locket = "*"
+toolz = "*"
+
+[package.extras]
+complete = ["numpy (>=1.9.0)", "pandas (>=0.19.0)", "pyzmq", "blosc"]
+
+[[package]]
+name = "pathspec"
+version = "0.10.3"
+description = "Utility library for gitignore style pattern matching of file paths."
+category = "dev"
+optional = false
+python-versions = ">=3.7"
+
+[[package]]
+name = "pexpect"
+version = "4.8.0"
+description = "Pexpect allows easy control of interactive console applications."
+category = "dev"
+optional = false
+python-versions = "*"
+
+[package.dependencies]
+ptyprocess = ">=0.5"
+
+[[package]]
+name = "pickleshare"
+version = "0.7.5"
+description = "Tiny 'shelve'-like database with concurrency support"
+category = "dev"
+optional = false
+python-versions = "*"
+
+[[package]]
+name = "pkginfo"
+version = "1.9.2"
+description = "Query metadatdata from sdists / bdists / installed packages."
+category = "dev"
+optional = false
+python-versions = ">=3.6"
+
+[package.extras]
+testing = ["pytest", "pytest-cov"]
+
+[[package]]
+name = "platformdirs"
+version = "2.6.2"
+description = "A small Python package for determining appropriate platform-specific dirs, e.g. a \"user data dir\"."
+category = "dev"
+optional = false
+python-versions = ">=3.7"
+
+[package.extras]
+docs = ["furo (>=2022.12.7)", "proselint (>=0.13)", "sphinx-autodoc-typehints (>=1.19.5)", "sphinx (>=5.3)"]
+test = ["appdirs (==1.4.4)", "covdefaults (>=2.2.2)", "pytest-cov (>=4)", "pytest-mock (>=3.10)", "pytest (>=7.2)"]
+
+[[package]]
+name = "pluggy"
+version = "1.0.0"
+description = "plugin and hook calling mechanisms for python"
+category = "dev"
+optional = false
+python-versions = ">=3.6"
+
+[package.extras]
+dev = ["pre-commit", "tox"]
+testing = ["pytest", "pytest-benchmark"]
+
+[[package]]
+name = "polars"
+version = "0.15.8"
+description = "Blazingly fast DataFrame library"
+category = "main"
+optional = false
+python-versions = ">=3.7"
+
+[package.dependencies]
+typing_extensions = {version = ">=4.0.0", markers = "python_version < \"3.10\""}
+
+[package.extras]
+matplotlib = ["matplotlib"]
+numpy = ["numpy (>=1.16.0)"]
+pandas = ["pyarrow (>=4.0.0)", "pandas"]
+fsspec = ["fsspec"]
+xlsx2csv = ["xlsx2csv (>=0.8.0)"]
+pyarrow = ["pyarrow (>=4.0.0)"]
+deltalake = ["deltalake"]
+timezone = ["backports.zoneinfo", "tzdata"]
+connectorx = ["connectorx"]
+all = ["polars"]
+
+[[package]]
+name = "prompt-toolkit"
+version = "3.0.36"
+description = "Library for building powerful interactive command lines in Python"
+category = "dev"
+optional = false
+python-versions = ">=3.6.2"
+
+[package.dependencies]
+wcwidth = "*"
+
+[[package]]
+name = "psutil"
+version = "5.9.4"
+description = "Cross-platform lib for process and system monitoring in Python."
+category = "main"
+optional = false
+python-versions = ">=2.7, !=3.0.*, !=3.1.*, !=3.2.*, !=3.3.*"
+
+[package.extras]
+test = ["ipaddress", "mock", "enum34", "pywin32", "wmi"]
+
+[[package]]
+name = "ptyprocess"
+version = "0.7.0"
+description = "Run a subprocess in a pseudo terminal"
+category = "dev"
+optional = false
+python-versions = "*"
+
+[[package]]
+name = "py"
+version = "1.11.0"
+description = "library with cross-python path, ini-parsing, io, code, log facilities"
+category = "dev"
+optional = false
+python-versions = ">=2.7, !=3.0.*, !=3.1.*, !=3.2.*, !=3.3.*, !=3.4.*"
+
+[[package]]
+name = "py-cpuinfo"
+version = "9.0.0"
+description = "Get CPU info with pure Python"
+category = "dev"
+optional = false
+python-versions = "*"
+
+[[package]]
+name = "pyarrow"
+version = "10.0.1"
+description = "Python library for Apache Arrow"
+category = "main"
+optional = false
+python-versions = ">=3.7"
+
+[package.dependencies]
+numpy = ">=1.16.6"
+
+[[package]]
+name = "pycparser"
+version = "2.21"
+description = "C parser in Python"
+category = "dev"
+optional = false
+python-versions = ">=2.7, !=3.0.*, !=3.1.*, !=3.2.*, !=3.3.*"
+
+[[package]]
+name = "pygments"
+version = "2.13.0"
+description = "Pygments is a syntax highlighting package written in Python."
+category = "dev"
+optional = false
+python-versions = ">=3.6"
+
+[package.extras]
+plugins = ["importlib-metadata"]
+
+[[package]]
+name = "pytest"
+version = "6.2.5"
+description = "pytest: simple powerful testing with Python"
+category = "dev"
+optional = false
+python-versions = ">=3.6"
+
+[package.dependencies]
+atomicwrites = {version = ">=1.0", markers = "sys_platform == \"win32\""}
+attrs = ">=19.2.0"
+colorama = {version = "*", markers = "sys_platform == \"win32\""}
+iniconfig = "*"
+packaging = "*"
+pluggy = ">=0.12,<2.0"
+py = ">=1.8.2"
+toml = "*"
+
+[package.extras]
+testing = ["argcomplete", "hypothesis (>=3.56)", "mock", "nose", "requests", "xmlschema"]
+
+[[package]]
+name = "pytest-benchmark"
+version = "3.4.1"
+description = "A ``pytest`` fixture for benchmarking code. It will group the tests into rounds that are calibrated to the chosen timer."
+category = "dev"
+optional = false
+python-versions = ">=2.7, !=3.0.*, !=3.1.*, !=3.2.*, !=3.3.*, !=3.4.*"
+
+[package.dependencies]
+py-cpuinfo = "*"
+pytest = ">=3.8"
+
+[package.extras]
+aspect = ["aspectlib"]
+elasticsearch = ["elasticsearch"]
+histogram = ["pygal", "pygaljs"]
+
+[[package]]
+name = "python-dateutil"
+version = "2.8.2"
+description = "Extensions to the standard Python datetime module"
+category = "main"
+optional = false
+python-versions = "!=3.0.*,!=3.1.*,!=3.2.*,>=2.7"
+
+[package.dependencies]
+six = ">=1.5"
+
+[[package]]
+name = "pytz"
+version = "2022.7"
+description = "World timezone definitions, modern and historical"
+category = "main"
+optional = false
+python-versions = "*"
+
+[[package]]
+name = "pywin32-ctypes"
+version = "0.2.0"
+description = ""
+category = "dev"
+optional = false
+python-versions = "*"
+
+[[package]]
+name = "pyyaml"
+version = "6.0.1"
+description = "YAML parser and emitter for Python"
+category = "main"
+optional = false
+python-versions = ">=3.6"
+
+[[package]]
+name = "readme-renderer"
+version = "37.3"
+description = "readme_renderer is a library for rendering \"readme\" descriptions for Warehouse"
+category = "dev"
+optional = false
+python-versions = ">=3.7"
+
+[package.dependencies]
+bleach = ">=2.1.0"
+docutils = ">=0.13.1"
+Pygments = ">=2.5.1"
+
+[package.extras]
+md = ["cmarkgfm (>=0.8.0)"]
+
+[[package]]
+name = "requests"
+version = "2.28.1"
+description = "Python HTTP for Humans."
+category = "dev"
+optional = false
+python-versions = ">=3.7, <4"
+
+[package.dependencies]
+certifi = ">=2017.4.17"
+charset-normalizer = ">=2,<3"
+idna = ">=2.5,<4"
+urllib3 = ">=1.21.1,<1.27"
+
+[package.extras]
+socks = ["PySocks (>=1.5.6,!=1.5.7)"]
+use_chardet_on_py3 = ["chardet (>=3.0.2,<6)"]
+
+[[package]]
+name = "requests-toolbelt"
+version = "0.10.1"
+description = "A utility belt for advanced users of python-requests"
+category = "dev"
+optional = false
+python-versions = ">=2.7, !=3.0.*, !=3.1.*, !=3.2.*, !=3.3.*"
+
+[package.dependencies]
+requests = ">=2.0.1,<3.0.0"
+
+[[package]]
+name = "rfc3986"
+version = "2.0.0"
+description = "Validating URI References per RFC 3986"
+category = "dev"
+optional = false
+python-versions = ">=3.7"
+
+[package.extras]
+idna2008 = ["idna"]
+
+[[package]]
+name = "secretstorage"
+version = "3.3.3"
+description = "Python bindings to FreeDesktop.org Secret Service API"
+category = "dev"
+optional = false
+python-versions = ">=3.6"
+
+[package.dependencies]
+cryptography = ">=2.0"
+jeepney = ">=0.6"
+
+[[package]]
+name = "six"
+version = "1.16.0"
+description = "Python 2 and 3 compatibility utilities"
+category = "main"
+optional = false
+python-versions = ">=2.7, !=3.0.*, !=3.1.*, !=3.2.*"
+
+[[package]]
+name = "sortedcontainers"
+version = "2.4.0"
+description = "Sorted Containers -- Sorted List, Sorted Dict, Sorted Set"
+category = "dev"
+optional = false
+python-versions = "*"
+
+[[package]]
+name = "tblib"
+version = "1.7.0"
+description = "Traceback serialization library."
+category = "dev"
+optional = false
+python-versions = ">=2.7, !=3.0.*, !=3.1.*, !=3.2.*, !=3.3.*, !=3.4.*"
+
+[[package]]
+name = "toml"
+version = "0.10.2"
+description = "Python Library for Tom's Obvious, Minimal Language"
+category = "dev"
+optional = false
+python-versions = ">=2.6, !=3.0.*, !=3.1.*, !=3.2.*"
+
+[[package]]
+name = "tomli"
+version = "1.2.3"
+description = "A lil' TOML parser"
+category = "dev"
+optional = false
+python-versions = ">=3.6"
+
+[[package]]
+name = "toolz"
+version = "0.12.0"
+description = "List processing tools and functional utilities"
+category = "main"
+optional = false
+python-versions = ">=3.5"
+
+[[package]]
+name = "tornado"
+version = "6.2"
+description = "Tornado is a Python web framework and asynchronous networking library, originally developed at FriendFeed."
+category = "dev"
+optional = false
+python-versions = ">= 3.7"
+
+[[package]]
+name = "tqdm"
+version = "4.64.1"
+description = "Fast, Extensible Progress Meter"
+category = "dev"
+optional = false
+python-versions = "!=3.0.*,!=3.1.*,!=3.2.*,!=3.3.*,>=2.7"
+
+[package.dependencies]
+colorama = {version = "*", markers = "platform_system == \"Windows\""}
+
+[package.extras]
+dev = ["py-make (>=0.1.0)", "twine", "wheel"]
+notebook = ["ipywidgets (>=6)"]
+slack = ["slack-sdk"]
+telegram = ["requests"]
+
+[[package]]
+name = "traitlets"
+version = "5.8.0"
+description = "Traitlets Python configuration system"
+category = "dev"
+optional = false
+python-versions = ">=3.7"
+
+[package.extras]
+docs = ["myst-parser", "pydata-sphinx-theme", "sphinx"]
+test = ["argcomplete (>=2.0)", "pre-commit", "pytest", "pytest-mock"]
+
+[[package]]
+name = "twine"
+version = "3.8.0"
+description = "Collection of utilities for publishing packages on PyPI"
+category = "dev"
+optional = false
+python-versions = ">=3.6"
+
+[package.dependencies]
+colorama = ">=0.4.3"
+importlib-metadata = ">=3.6"
+keyring = ">=15.1"
+pkginfo = ">=1.8.1"
+readme-renderer = ">=21.0"
+requests = ">=2.20"
+requests-toolbelt = ">=0.8.0,<0.9.0 || >0.9.0"
+rfc3986 = ">=1.4.0"
+tqdm = ">=4.14"
+urllib3 = ">=1.26.0"
+
+[[package]]
+name = "typing-extensions"
+version = "4.4.0"
+description = "Backported and Experimental Type Hints for Python 3.7+"
+category = "main"
+optional = false
+python-versions = ">=3.7"
+
+[[package]]
+name = "urllib3"
+version = "1.26.13"
+description = "HTTP library with thread-safe connection pooling, file post, and more."
+category = "dev"
+optional = false
+python-versions = ">=2.7, !=3.0.*, !=3.1.*, !=3.2.*, !=3.3.*, !=3.4.*, !=3.5.*"
+
+[package.extras]
+brotli = ["brotlicffi (>=0.8.0)", "brotli (>=1.0.9)", "brotlipy (>=0.6.0)"]
+secure = ["pyOpenSSL (>=0.14)", "cryptography (>=1.3.4)", "idna (>=2.0.0)", "certifi", "urllib3-secure-extra", "ipaddress"]
+socks = ["PySocks (>=1.5.6,!=1.5.7,<2.0)"]
+
+[[package]]
+name = "wcwidth"
+version = "0.2.5"
+description = "Measures the displayed width of unicode strings in a terminal"
+category = "dev"
+optional = false
+python-versions = "*"
+
+[[package]]
+name = "webencodings"
+version = "0.5.1"
+description = "Character encoding aliases for legacy web content"
+category = "dev"
+optional = false
+python-versions = "*"
+
+[[package]]
+name = "zict"
+version = "2.2.0"
+description = "Mutable mapping tools"
+category = "dev"
+optional = false
+python-versions = ">=3.7"
+
+[package.dependencies]
+heapdict = "*"
+
+[[package]]
+name = "zipp"
+version = "3.11.0"
+description = "Backport of pathlib-compatible object wrapper for zip files"
+category = "dev"
+optional = false
+python-versions = ">=3.7"
+
+[package.extras]
+docs = ["sphinx (>=3.5)", "jaraco.packaging (>=9)", "rst.linker (>=1.9)", "furo", "jaraco.tidelift (>=1.4)"]
+testing = ["pytest (>=6)", "pytest-checkdocs (>=2.4)", "flake8 (<5)", "pytest-cov", "pytest-enabler (>=1.3)", "jaraco.itertools", "func-timeout", "jaraco.functools", "more-itertools", "pytest-black (>=0.3.7)", "pytest-mypy (>=0.9.1)", "pytest-flake8"]
+
+[extras]
+all = ["dask", "pandas", "modin", "polars", "pyarrow"]
+dask = ["dask", "pandas"]
+modin = ["modin", "pandas"]
+pandas = ["pandas"]
+polars = ["pyarrow", "polars"]
+pyarrow = ["pyarrow"]
+
+[metadata]
+lock-version = "1.1"
+python-versions = ">=3.8,<3.12"
+content-hash = "88ecb2d7561052dfa32e9969765fb5972cd5f4c8eccea8b280debeda70ed7639"
+
+[metadata.files]
+appnope = []
+atomicwrites = []
+attrs = []
+backcall = [
+    {file = "backcall-0.2.0-py2.py3-none-any.whl", hash = "sha256:fbbce6a29f263178a1f7915c1940bde0ec2b2a967566fe1c65c1dfb7422bd255"},
+    {file = "backcall-0.2.0.tar.gz", hash = "sha256:5cbdbf27be5e7cfadb448baf0aa95508f91f2bbc6c6437cd9cd06e2a4c215e1e"},
+]
+black = [
+    {file = "black-21.12b0-py3-none-any.whl", hash = "sha256:a615e69ae185e08fdd73e4715e260e2479c861b5740057fde6e8b4e3b7dd589f"},
+    {file = "black-21.12b0.tar.gz", hash = "sha256:77b80f693a569e2e527958459634f18df9b0ba2625ba4e0c2d5da5be42e6f2b3"},
+]
+bleach = []
+certifi = []
+cffi = []
+charset-normalizer = []
+click = []
+cloudpickle = []
+colorama = []
+contexttimer = [
+    {file = "contexttimer-0.3.3.tar.gz", hash = "sha256:35a1efd389af3f1ca509f33ff23e17d98b66c8fde5ba2a4eb8a8b7fa456598a5"},
+]
+cryptography = []
+dask = [
+    {file = "dask-2021.12.0-py3-none-any.whl", hash = "sha256:47041fe1874e64c395e7be772173999e50b5c61a577084158083b9ef4b4175b2"},
+    {file = "dask-2021.12.0.tar.gz", hash = "sha256:90614c9d162713e4849532c86f2854e8d53468521285413403b6c496344c0109"},
+]
+decorator = []
+distributed = [
+    {file = "distributed-2021.12.0-py3-none-any.whl", hash = "sha256:ea8cdb56ecbf1f999c4e28a5c848ce231cb90d6919e42c13e89ceb0d86366d41"},
+    {file = "distributed-2021.12.0.tar.gz", hash = "sha256:c6119a2cf1fb2d8ac60337915bb9a790af6530afcb5d7a809a3308323b874714"},
+]
+docopt = [
+    {file = "docopt-0.6.2.tar.gz", hash = "sha256:49b3a825280bd66b3aa83585ef59c4a8c82f2c8a522dbe754a8bc8d08c85c491"},
+]
+docutils = []
+fsspec = []
+heapdict = [
+    {file = "HeapDict-1.0.1-py3-none-any.whl", hash = "sha256:6065f90933ab1bb7e50db403b90cab653c853690c5992e69294c2de2b253fc92"},
+    {file = "HeapDict-1.0.1.tar.gz", hash = "sha256:8495f57b3e03d8e46d5f1b2cc62ca881aca392fd5cc048dc0aa2e1a6d23ecdb6"},
+]
+idna = []
+importlib-metadata = []
+importlib-resources = []
+iniconfig = [
+    {file = "iniconfig-1.1.1-py2.py3-none-any.whl", hash = "sha256:011e24c64b7f47f6ebd835bb12a743f2fbe9a26d4cecaa7f53bc4f35ee9da8b3"},
+    {file = "iniconfig-1.1.1.tar.gz", hash = "sha256:bc3af051d7d14b2ee5ef9969666def0cd1a000e121eaea580d4a313df4b37f32"},
+]
+ipython = []
+"jaraco.classes" = []
+jedi = []
+jeepney = []
+jinja2 = []
+keyring = []
+locket = []
+markupsafe = []
+matplotlib-inline = []
+maturin = []
+modin = []
+more-itertools = []
+msgpack = []
+mypy-extensions = [
+    {file = "mypy_extensions-0.4.3-py2.py3-none-any.whl", hash = "sha256:090fedd75945a69ae91ce1303b5824f428daf5a028d2f6ab8a299250a846f15d"},
+    {file = "mypy_extensions-0.4.3.tar.gz", hash = "sha256:2d82818f5bb3e369420cb3c4060a7970edba416647068eb4c5343488a6c604a8"},
+]
+numpy = []
+packaging = []
+pandas = []
+parso = []
+partd = []
+pathspec = []
+pexpect = [
+    {file = "pexpect-4.8.0-py2.py3-none-any.whl", hash = "sha256:0b48a55dcb3c05f3329815901ea4fc1537514d6ba867a152b581d69ae3710937"},
+    {file = "pexpect-4.8.0.tar.gz", hash = "sha256:fc65a43959d153d0114afe13997d439c22823a27cefceb5ff35c2178c6784c0c"},
+]
+pickleshare = [
+    {file = "pickleshare-0.7.5-py2.py3-none-any.whl", hash = "sha256:9649af414d74d4df115d5d718f82acb59c9d418196b7b4290ed47a12ce62df56"},
+    {file = "pickleshare-0.7.5.tar.gz", hash = "sha256:87683d47965c1da65cdacaf31c8441d12b8044cdec9aca500cd78fc2c683afca"},
+]
+pkginfo = []
+platformdirs = []
+pluggy = [
+    {file = "pluggy-1.0.0-py2.py3-none-any.whl", hash = "sha256:74134bbf457f031a36d68416e1509f34bd5ccc019f0bcc952c7b909d06b37bd3"},
+    {file = "pluggy-1.0.0.tar.gz", hash = "sha256:4224373bacce55f955a878bf9cfa763c1e360858e330072059e10bad68531159"},
+]
+polars = []
+prompt-toolkit = []
+psutil = []
+ptyprocess = [
+    {file = "ptyprocess-0.7.0-py2.py3-none-any.whl", hash = "sha256:4b41f3967fce3af57cc7e94b888626c18bf37a083e3651ca8feeb66d492fef35"},
+    {file = "ptyprocess-0.7.0.tar.gz", hash = "sha256:5c5d0a3b48ceee0b48485e0c26037c0acd7d29765ca3fbb5cb3831d347423220"},
+]
+py = [
+    {file = "py-1.11.0-py2.py3-none-any.whl", hash = "sha256:607c53218732647dff4acdfcd50cb62615cedf612e72d1724fb1a0cc6405b378"},
+    {file = "py-1.11.0.tar.gz", hash = "sha256:51c75c4126074b472f746a24399ad32f6053d1b34b68d2fa41e558e6f4a98719"},
+]
+py-cpuinfo = []
+pyarrow = []
+pycparser = []
+pygments = []
+pytest = [
+    {file = "pytest-6.2.5-py3-none-any.whl", hash = "sha256:7310f8d27bc79ced999e760ca304d69f6ba6c6649c0b60fb0e04a4a77cacc134"},
+    {file = "pytest-6.2.5.tar.gz", hash = "sha256:131b36680866a76e6781d13f101efb86cf674ebb9762eb70d3082b6f29889e89"},
+]
+pytest-benchmark = [
+    {file = "pytest-benchmark-3.4.1.tar.gz", hash = "sha256:40e263f912de5a81d891619032983557d62a3d85843f9a9f30b98baea0cd7b47"},
+    {file = "pytest_benchmark-3.4.1-py2.py3-none-any.whl", hash = "sha256:36d2b08c4882f6f997fd3126a3d6dfd70f3249cde178ed8bbc0b73db7c20f809"},
+]
+python-dateutil = [
+    {file = "python-dateutil-2.8.2.tar.gz", hash = "sha256:0123cacc1627ae19ddf3c27a5de5bd67ee4586fbdd6440d9748f8abb483d3e86"},
+    {file = "python_dateutil-2.8.2-py2.py3-none-any.whl", hash = "sha256:961d03dc3453ebbc59dbdea9e4e11c5651520a876d0f4db161e8674aae935da9"},
+]
+pytz = []
+pywin32-ctypes = [
+    {file = "pywin32-ctypes-0.2.0.tar.gz", hash = "sha256:24ffc3b341d457d48e8922352130cf2644024a4ff09762a2261fd34c36ee5942"},
+    {file = "pywin32_ctypes-0.2.0-py2.py3-none-any.whl", hash = "sha256:9dc2d991b3479cc2df15930958b674a48a227d5361d413827a4cfd0b5876fc98"},
+]
+pyyaml = []
+readme-renderer = []
+requests = []
+requests-toolbelt = []
+rfc3986 = []
+secretstorage = []
+six = [
+    {file = "six-1.16.0-py2.py3-none-any.whl", hash = "sha256:8abb2f1d86890a2dfb989f9a77cfcfd3e47c2a354b01111771326f8aa26e0254"},
+    {file = "six-1.16.0.tar.gz", hash = "sha256:1e61c37477a1626458e36f7b1d82aa5c9b094fa4802892072e49de9c60c4c926"},
+]
+sortedcontainers = [
+    {file = "sortedcontainers-2.4.0-py2.py3-none-any.whl", hash = "sha256:a163dcaede0f1c021485e957a39245190e74249897e2ae4b2aa38595db237ee0"},
+    {file = "sortedcontainers-2.4.0.tar.gz", hash = "sha256:25caa5a06cc30b6b83d11423433f65d1f9d76c4c6a0c90e3379eaa43b9bfdb88"},
+]
+tblib = [
+    {file = "tblib-1.7.0-py2.py3-none-any.whl", hash = "sha256:289fa7359e580950e7d9743eab36b0691f0310fce64dee7d9c31065b8f723e23"},
+    {file = "tblib-1.7.0.tar.gz", hash = "sha256:059bd77306ea7b419d4f76016aef6d7027cc8a0785579b5aad198803435f882c"},
+]
+toml = [
+    {file = "toml-0.10.2-py2.py3-none-any.whl", hash = "sha256:806143ae5bfb6a3c6e736a764057db0e6a0e05e338b5630894a5f779cabb4f9b"},
+    {file = "toml-0.10.2.tar.gz", hash = "sha256:b3bda1d108d5dd99f4a20d24d9c348e91c4db7ab1b749200bded2f839ccbe68f"},
+]
+tomli = [
+    {file = "tomli-1.2.3-py3-none-any.whl", hash = "sha256:e3069e4be3ead9668e21cb9b074cd948f7b3113fd9c8bba083f48247aab8b11c"},
+    {file = "tomli-1.2.3.tar.gz", hash = "sha256:05b6166bff487dc068d322585c7ea4ef78deed501cc124060e0f238e89a9231f"},
+]
+toolz = []
+tornado = []
+tqdm = []
+traitlets = []
+twine = []
+typing-extensions = []
+urllib3 = []
+wcwidth = [
+    {file = "wcwidth-0.2.5-py2.py3-none-any.whl", hash = "sha256:beb4802a9cebb9144e99086eff703a642a13d6a0052920003a230f3294bbe784"},
+    {file = "wcwidth-0.2.5.tar.gz", hash = "sha256:c4d647b99872929fdb7bdcaa4fbe7f01413ed3d98077df798530e5b04f116c83"},
+]
+webencodings = [
+    {file = "webencodings-0.5.1-py2.py3-none-any.whl", hash = "sha256:a0af1213f3c2226497a97e2b3aa01a7e4bee4f403f95be16fc9acd2947514a78"},
+    {file = "webencodings-0.5.1.tar.gz", hash = "sha256:b36a1c245f2d304965eb4e0a82848379241dc04b865afcc4aab16748587e1923"},
+]
+zict = []
+zipp = []
diff --git a/connectorx-python/pyproject.toml b/connectorx-python/pyproject.toml
new file mode 100644
index 0000000..aebc2f8
--- /dev/null
+++ b/connectorx-python/pyproject.toml
@@ -0,0 +1,81 @@
+[tool.poetry]
+authors = ["SFU Database System Lab <dsl.cs.sfu@gmail.com>"] 
+classifiers = [
+  "Development Status :: 4 - Beta",
+  "Topic :: Software Development :: Build Tools",
+  "Environment :: Console",
+  "Operating System :: OS Independent",
+  "Intended Audience :: Science/Research",
+  "Intended Audience :: Developers",
+  "Intended Audience :: Financial and Insurance Industry",
+  "Intended Audience :: Healthcare Industry",
+  "Topic :: Scientific/Engineering",
+  "Framework :: IPython",
+] 
+description = "Load data from databases to dataframes, the fastest way." 
+keywords = ["read_sql"] 
+license = "MIT" 
+maintainers = ["Weiyuan Wu <youngw@sfu.ca>"] 
+name = "connectorx" 
+readme = "README.md" # Markdown files are supported
+version = "0.3.3-alpha.1" 
+
+[project]
+name = "connectorx" # Target file name of maturin build
+readme = "README.md"
+license = { text = "MIT" }
+requires-python = ">=3.8"
+
+[tool.poetry.dependencies]
+dask = {version = "^2021", optional = true, extras = ["dataframe"]}
+modin = {version = ">=0.10", optional = true}
+numpy = ">=1.21.5"
+pandas = {version = "^1", optional = true}
+polars = {version = ">=0.8", optional = true}
+pyarrow = {version = ">=4", optional = true}
+python = ">=3.8,<3.12"
+
+[tool.poetry.extras]
+all = ["dask", "pandas", "modin", "polars", "pyarrow"]
+dask = ["dask", "pandas"]
+modin = ["modin", "pandas"]
+pandas = ["pandas"]
+polars = ["pyarrow", "polars"]
+pyarrow = ["pyarrow"]
+
+[tool.poetry.dev-dependencies]
+black = "^21.4b0"
+contexttimer = "^0.3.3"
+dask = {extras = ["dataframe"], version = "^2021.7.0"}
+docopt = "^0.6.2"
+ipython = "^7.31.1"
+maturin = ">=1.0,<2.0"
+modin = {extras = ["dask"], version = ">=0.10.1"}
+polars = ">=0.8"
+pyarrow = ">=4"
+pytest = "^6.2"
+pytest-benchmark = "^3.4.1"
+twine = "^3.4.1"
+
+[tool.pytest.ini_options]
+minversion = "6.0"
+python_functions = "test_* bench_*"
+# python_files = check_*.py
+# python_classes = Check
+# addopts = "-ra -q"
+# testpaths = [
+#   "tests",
+#   "integration",
+# ]
+
+[build-system]
+build-backend = "maturin"
+requires = ["maturin>=1.0,<2.0"]
+
+[tool.maturin]
+include = [
+    { path = "connectorx/*.so", format = "sdist"},
+    { path = "connectorx/*.pyd", format = "sdist"},
+    { path = "connectorx/dependencies/", format = "sdist"},
+    { path = "LICENSE", format = "sdist"},
+]
diff --git a/connectorx-python/src/arrow.rs b/connectorx-python/src/arrow.rs
new file mode 100644
index 0000000..6521a2f
--- /dev/null
+++ b/connectorx-python/src/arrow.rs
@@ -0,0 +1,57 @@
+use crate::errors::ConnectorXPythonError;
+use arrow::record_batch::RecordBatch;
+use connectorx::source_router::SourceConn;
+use connectorx::{prelude::*, sql::CXQuery};
+use fehler::throws;
+use libc::uintptr_t;
+use pyo3::prelude::*;
+use pyo3::{PyAny, Python};
+use std::convert::TryFrom;
+use std::sync::Arc;
+
+#[throws(ConnectorXPythonError)]
+pub fn write_arrow<'a>(
+    py: Python<'a>,
+    source_conn: &SourceConn,
+    origin_query: Option<String>,
+    queries: &[CXQuery<String>],
+) -> &'a PyAny {
+    let destination = get_arrow(source_conn, origin_query, queries)?;
+    let rbs = destination.arrow()?;
+    let ptrs = to_ptrs(rbs);
+    let obj: PyObject = ptrs.into_py(py);
+    obj.into_ref(py)
+}
+
+pub fn to_ptrs(rbs: Vec<RecordBatch>) -> (Vec<String>, Vec<Vec<(uintptr_t, uintptr_t)>>) {
+    if rbs.is_empty() {
+        return (vec![], vec![]);
+    }
+
+    let mut result = vec![];
+    let names = rbs[0]
+        .schema()
+        .fields()
+        .iter()
+        .map(|f| f.name().clone())
+        .collect();
+
+    for rb in rbs.into_iter() {
+        let mut cols = vec![];
+
+        for array in rb.columns().into_iter() {
+            let data = array.to_data();
+            let array_ptr = Arc::new(arrow::ffi::FFI_ArrowArray::new(&data));
+            let schema_ptr = Arc::new(
+                arrow::ffi::FFI_ArrowSchema::try_from(data.data_type()).expect("export schema c"),
+            );
+            cols.push((
+                Arc::into_raw(array_ptr) as uintptr_t,
+                Arc::into_raw(schema_ptr) as uintptr_t,
+            ));
+        }
+
+        result.push(cols);
+    }
+    (names, result)
+}
diff --git a/connectorx-python/src/arrow2.rs b/connectorx-python/src/arrow2.rs
new file mode 100644
index 0000000..573c7c8
--- /dev/null
+++ b/connectorx-python/src/arrow2.rs
@@ -0,0 +1,57 @@
+use crate::errors::ConnectorXPythonError;
+use arrow2::{
+    array::Array,
+    chunk::Chunk,
+    datatypes::{Field, Schema},
+    ffi,
+};
+use connectorx::source_router::SourceConn;
+use connectorx::{prelude::*, sql::CXQuery};
+use fehler::throws;
+use libc::uintptr_t;
+use pyo3::prelude::*;
+use pyo3::{PyAny, Python};
+use std::sync::Arc;
+
+#[throws(ConnectorXPythonError)]
+pub fn write_arrow<'a>(
+    py: Python<'a>,
+    source_conn: &SourceConn,
+    origin_query: Option<String>,
+    queries: &[CXQuery<String>],
+) -> &'a PyAny {
+    let destination = get_arrow2(source_conn, origin_query, queries)?;
+    let (rbs, schema) = destination.arrow()?;
+    let ptrs = to_ptrs(rbs, schema);
+    let obj: PyObject = ptrs.into_py(py);
+    obj.into_ref(py)
+}
+
+fn to_ptrs(
+    rbs: Vec<Chunk<Box<dyn Array>>>,
+    schema: Arc<Schema>,
+) -> (Vec<String>, Vec<Vec<(uintptr_t, uintptr_t)>>) {
+    if rbs.is_empty() {
+        return (vec![], vec![]);
+    }
+
+    let mut result = vec![];
+    let names = schema.fields.iter().map(|f| f.name.clone()).collect();
+
+    for rb in rbs.into_iter() {
+        let mut cols = vec![];
+
+        for array in rb.into_arrays() {
+            let schema_ptr =
+                ffi::export_field_to_c(&Field::new("", array.data_type().clone(), true));
+            let array_ptr = ffi::export_array_to_c(array);
+            let array_ptr = Box::into_raw(Box::new(array_ptr));
+            let schema_ptr = Box::into_raw(Box::new(schema_ptr));
+
+            cols.push((array_ptr as uintptr_t, schema_ptr as uintptr_t));
+        }
+
+        result.push(cols);
+    }
+    (names, result)
+}
diff --git a/connectorx-python/src/constants.rs b/connectorx-python/src/constants.rs
new file mode 100644
index 0000000..7e2cc84
--- /dev/null
+++ b/connectorx-python/src/constants.rs
@@ -0,0 +1,7 @@
+// PyString buffer size in MB
+pub const PYSTRING_BUFFER_SIZE: usize = 4;
+
+#[cfg(not(debug_assertions))]
+pub const J4RS_BASE_PATH: &str = "./target/release";
+#[cfg(debug_assertions)]
+pub const J4RS_BASE_PATH: &str = "./target/debug";
diff --git a/connectorx-python/src/errors.rs b/connectorx-python/src/errors.rs
new file mode 100644
index 0000000..a8754ef
--- /dev/null
+++ b/connectorx-python/src/errors.rs
@@ -0,0 +1,66 @@
+use pyo3::exceptions::PyRuntimeError;
+use pyo3::PyErr;
+use thiserror::Error;
+
+#[allow(unused)]
+pub type Result<T> = std::result::Result<T, ConnectorXPythonError>;
+
+/// Errors that can be raised from this library.
+#[derive(Error, Debug)]
+pub enum ConnectorXPythonError {
+    /// The required type does not same as the schema defined.
+    #[error("Unknown pandas data type: {0}.")]
+    UnknownPandasType(String),
+
+    #[error("Python: {0}.")]
+    PythonError(String),
+
+    #[error(transparent)]
+    NdArrayShapeError(#[from] ndarray::ShapeError),
+
+    #[error(transparent)]
+    ConnectorXError(#[from] connectorx::errors::ConnectorXError),
+
+    #[error(transparent)]
+    ConnectorXOutError(#[from] connectorx::errors::ConnectorXOutError),
+
+    #[error(transparent)]
+    MsSQLSourceError(#[from] connectorx::sources::mssql::MsSQLSourceError),
+
+    #[error(transparent)]
+    PostgresSourceError(#[from] connectorx::sources::postgres::PostgresSourceError),
+
+    #[error(transparent)]
+    MySQLSourceError(#[from] connectorx::sources::mysql::MySQLSourceError),
+
+    #[error(transparent)]
+    SQLiteSourceError(#[from] connectorx::sources::sqlite::SQLiteSourceError),
+
+    #[error(transparent)]
+    OracleSourceError(#[from] connectorx::sources::oracle::OracleSourceError),
+
+    #[error(transparent)]
+    BigQuerySourceError(#[from] connectorx::sources::bigquery::BigQuerySourceError),
+
+    #[error(transparent)]
+    ArrowDestinationError(#[from] connectorx::destinations::arrow::ArrowDestinationError),
+
+    #[error(transparent)]
+    Arrow2DestinationError(#[from] connectorx::destinations::arrow2::Arrow2DestinationError),
+
+    /// Any other errors that are too trivial to be put here explicitly.
+    #[error(transparent)]
+    Other(#[from] anyhow::Error),
+}
+
+impl From<ConnectorXPythonError> for PyErr {
+    fn from(e: ConnectorXPythonError) -> PyErr {
+        PyRuntimeError::new_err(format!("{}", e))
+    }
+}
+
+impl From<PyErr> for ConnectorXPythonError {
+    fn from(e: PyErr) -> ConnectorXPythonError {
+        ConnectorXPythonError::PythonError(format!("{}", e))
+    }
+}
diff --git a/connectorx-python/src/lib.rs b/connectorx-python/src/lib.rs
new file mode 100644
index 0000000..5487275
--- /dev/null
+++ b/connectorx-python/src/lib.rs
@@ -0,0 +1,96 @@
+pub mod arrow;
+pub mod arrow2;
+pub mod constants;
+mod errors;
+pub mod pandas;
+pub mod read_sql;
+
+use crate::constants::J4RS_BASE_PATH;
+use connectorx::fed_dispatcher::run;
+use pyo3::exceptions::PyRuntimeError;
+use pyo3::prelude::*;
+use pyo3::{wrap_pyfunction, PyResult};
+use std::collections::HashMap;
+use std::env;
+use std::sync::Once;
+
+#[macro_use]
+extern crate lazy_static;
+
+static START: Once = Once::new();
+
+// https://github.com/PyO3/pyo3-built/issues/21
+// #[allow(dead_code)]
+// mod build {
+//     include!(concat!(env!("OUT_DIR"), "/built.rs"));
+// }
+
+#[pymodule]
+fn connectorx(_: Python, m: &PyModule) -> PyResult<()> {
+    START.call_once(|| {
+        let _ = env_logger::try_init();
+    });
+
+    m.add_wrapped(wrap_pyfunction!(read_sql))?;
+    m.add_wrapped(wrap_pyfunction!(read_sql2))?;
+    m.add_wrapped(wrap_pyfunction!(partition_sql))?;
+    m.add_wrapped(wrap_pyfunction!(get_meta))?;
+    m.add_class::<pandas::PandasBlockInfo>()?;
+    Ok(())
+}
+
+#[pyfunction]
+pub fn read_sql<'a>(
+    py: Python<'a>,
+    conn: &str,
+    return_type: &str,
+    protocol: Option<&str>,
+    queries: Option<Vec<String>>,
+    partition_query: Option<read_sql::PyPartitionQuery>,
+) -> PyResult<&'a PyAny> {
+    read_sql::read_sql(py, conn, return_type, protocol, queries, partition_query)
+}
+
+#[pyfunction]
+pub fn partition_sql(
+    conn: &str,
+    partition_query: read_sql::PyPartitionQuery,
+) -> PyResult<Vec<String>> {
+    let source_conn = connectorx::source_router::parse_source(conn, None)
+        .map_err(|e| crate::errors::ConnectorXPythonError::from(e))?;
+    let queries = connectorx::partition::partition(&partition_query.into(), &source_conn)
+        .map_err(|e| crate::errors::ConnectorXPythonError::from(e))?;
+    Ok(queries.into_iter().map(|q| q.to_string()).collect())
+}
+
+#[pyfunction]
+pub fn read_sql2<'a>(
+    py: Python<'a>,
+    sql: &str,
+    db_map: HashMap<String, String>,
+) -> PyResult<&'a PyAny> {
+    let rbs = run(
+        sql.to_string(),
+        db_map,
+        Some(
+            env::var("J4RS_BASE_PATH")
+                .unwrap_or(J4RS_BASE_PATH.to_string())
+                .as_str(),
+        ),
+    )
+    .map_err(|e| PyRuntimeError::new_err(format!("{}", e)))?;
+    let ptrs = arrow::to_ptrs(rbs);
+    let obj: PyObject = ptrs.into_py(py);
+    Ok(obj.into_ref(py))
+}
+
+#[pyfunction]
+pub fn get_meta<'a>(
+    py: Python<'a>,
+    conn: &str,
+    protocol: Option<&str>,
+    query: String,
+) -> PyResult<&'a PyAny> {
+    pandas::get_meta::get_meta(py, conn, protocol.unwrap_or("binary"), query)
+        .map_err(|e| From::from(e))
+}
diff --git a/connectorx-python/src/pandas/destination.rs b/connectorx-python/src/pandas/destination.rs
new file mode 100644
index 0000000..82426f3
--- /dev/null
+++ b/connectorx-python/src/pandas/destination.rs
@@ -0,0 +1,407 @@
+use super::{
+    pandas_columns::{
+        ArrayBlock, BooleanBlock, BytesBlock, DateTimeBlock, Float64Block, HasPandasColumn,
+        Int64Block, PandasColumn, PandasColumnObject, PyBytes, StringBlock,
+    },
+    pystring::PyString,
+    typesystem::{PandasArrayType, PandasBlockType, PandasTypeSystem},
+};
+use crate::errors::{ConnectorXPythonError, Result};
+use anyhow::anyhow;
+use connectorx::prelude::*;
+use fehler::{throw, throws};
+use itertools::Itertools;
+use numpy::{PyArray1, PyArray2};
+use pyo3::{
+    prelude::{pyclass, pymethods, PyResult},
+    types::{IntoPyDict, PyList, PyTuple},
+    FromPyObject, IntoPy, PyAny, PyObject, Python,
+};
+use std::{
+    collections::HashMap,
+    mem::transmute,
+    sync::{
+        atomic::{AtomicUsize, Ordering},
+        Arc,
+    },
+};
+
+#[pyclass]
+pub struct PandasBlockInfo {
+    dt: PandasBlockType,
+    #[pyo3(get, set)]
+    cids: Vec<usize>, // column ids
+}
+
+#[pymethods]
+impl PandasBlockInfo {
+    #[getter]
+    fn dt(&self) -> PyResult<u32> {
+        Ok(PandasArrayType::from(self.dt) as u32)
+    }
+}
+
+pub struct PandasDestination<'py> {
+    py: Python<'py>,
+    nrow: usize,
+    schema: Vec<PandasTypeSystem>,
+    names: Vec<String>,
+    block_datas: Vec<&'py PyAny>, // either 2d array for normal blocks, or two 1d arrays for extension blocks
+    block_infos: Vec<PandasBlockInfo>,
+}
+
+impl<'a> PandasDestination<'a> {
+    pub fn new(py: Python<'a>) -> Self {
+        PandasDestination {
+            py,
+            nrow: 0,
+            schema: vec![],
+            names: vec![],
+            block_datas: vec![],
+            block_infos: vec![],
+        }
+    }
+
+    pub fn result(self) -> Result<&'a PyAny> {
+        #[throws(ConnectorXPythonError)]
+        fn to_list<T: IntoPy<PyObject>>(py: Python<'_>, arr: Vec<T>) -> &'_ PyList {
+            let list = PyList::empty(py);
+            for e in arr {
+                list.append(e.into_py(py))?;
+            }
+            list
+        }
+        let block_infos = to_list(self.py, self.block_infos)?;
+        let names = to_list(self.py, self.names)?;
+        let block_datas = to_list(self.py, self.block_datas)?;
+        let result = [
+            ("data", block_datas),
+            ("headers", names),
+            ("block_infos", block_infos),
+        ]
+        .into_py_dict(self.py);
+        Ok(result)
+    }
+
+    #[throws(ConnectorXPythonError)]
+    fn allocate_array<T: numpy::Element + 'a>(
+        &mut self,
+        dt: PandasBlockType,
+        placement: Vec<usize>,
+    ) {
+        // has to use `zeros` instead of `new` for String type initialization
+        let data = PyArray2::<T>::zeros(self.py, [placement.len(), self.nrow], false);
+        let block_info = PandasBlockInfo {
+            dt,
+            cids: placement,
+        };
+
+        self.block_datas.push(data.into());
+        self.block_infos.push(block_info);
+    }
+
+    #[throws(ConnectorXPythonError)]
+    fn allocate_masked_array<T: numpy::Element + 'a>(
+        &mut self,
+        dt: PandasBlockType,
+        placement: Vec<usize>,
+    ) {
+        for pos in placement {
+            let block_info = PandasBlockInfo {
+                dt,
+                cids: vec![pos],
+            };
+            let data = PyArray1::<T>::zeros(self.py, self.nrow, false);
+            let mask = PyArray1::<bool>::zeros(self.py, self.nrow, false);
+            let obj = PyTuple::new(self.py, vec![data.as_ref(), mask.as_ref()]);
+            self.block_datas.push(obj.into());
+            self.block_infos.push(block_info);
+        }
+    }
+}
+
+impl<'a> Destination for PandasDestination<'a> {
+    const DATA_ORDERS: &'static [DataOrder] = &[DataOrder::RowMajor];
+    type TypeSystem = PandasTypeSystem;
+    type Partition<'b> = PandasPartitionDestination<'b> where 'a: 'b;
+    type Error = ConnectorXPythonError;
+
+    fn needs_count(&self) -> bool {
+        true
+    }
+
+    #[throws(ConnectorXPythonError)]
+    fn allocate<S: AsRef<str>>(
+        &mut self,
+        nrows: usize,
+        names: &[S],
+        schema: &[PandasTypeSystem],
+        data_order: DataOrder,
+    ) {
+        if !matches!(data_order, DataOrder::RowMajor) {
+            throw!(ConnectorXError::UnsupportedDataOrder(data_order))
+        }
+        self.nrow = nrows;
+        self.schema = schema.to_vec();
+        self.names
+            .extend(names.iter().map(AsRef::as_ref).map(ToString::to_string));
+
+        let mut block_indices = HashMap::<PandasBlockType, Vec<usize>>::new();
+        schema
+            .iter()
+            .enumerate()
+            .for_each(|(i, dt)| block_indices.entry((*dt).into()).or_default().push(i));
+
+        for (dt, placement) in block_indices {
+            match dt {
+                PandasBlockType::Boolean(true) => {
+                    self.allocate_masked_array::<bool>(dt, placement)?;
+                }
+                PandasBlockType::Boolean(false) => {
+                    self.allocate_array::<bool>(dt, placement)?;
+                }
+                PandasBlockType::Int64(true) => {
+                    self.allocate_masked_array::<i64>(dt, placement)?;
+                }
+                PandasBlockType::Int64(false) => {
+                    self.allocate_array::<i64>(dt, placement)?;
+                }
+                PandasBlockType::Float64 => {
+                    self.allocate_array::<f64>(dt, placement)?;
+                }
+                PandasBlockType::BooleanArray => {
+                    self.allocate_array::<super::pandas_columns::PyList>(dt, placement)?;
+                }
+                PandasBlockType::Float64Array => {
+                    self.allocate_array::<super::pandas_columns::PyList>(dt, placement)?;
+                }
+                PandasBlockType::Int64Array => {
+                    self.allocate_array::<super::pandas_columns::PyList>(dt, placement)?;
+                }
+                PandasBlockType::String => {
+                    self.allocate_array::<PyString>(dt, placement)?;
+                }
+                PandasBlockType::DateTime => {
+                    self.allocate_array::<i64>(dt, placement)?;
+                }
+                PandasBlockType::Bytes => {
+                    self.allocate_array::<PyBytes>(dt, placement)?;
+                }
+            };
+        }
+    }
+
+    #[throws(ConnectorXPythonError)]
+    fn partition(&mut self, counts: usize) -> Vec<Self::Partition<'_>> {
+        let mut partitioned_columns: Vec<Vec<Box<dyn PandasColumnObject>>> =
+            (0..self.schema.len()).map(|_| Vec::new()).collect();
+
+        for (idx, block) in self.block_infos.iter().enumerate() {
+            let buf = self.block_datas[idx];
+            match block.dt {
+                PandasBlockType::Boolean(_) => {
+                    let bblock = BooleanBlock::extract(buf)?;
+
+                    let bcols = bblock.split()?;
+                    for (&cid, bcol) in block.cids.iter().zip_eq(bcols) {
+                        partitioned_columns[cid] = bcol
+                            .partition(counts)
+                            .into_iter()
+                            .map(|c| Box::new(c) as _)
+                            .collect()
+                    }
+                }
+                PandasBlockType::Float64 => {
+                    let fblock = Float64Block::extract(buf)?;
+                    let fcols = fblock.split()?;
+                    for (&cid, fcol) in block.cids.iter().zip_eq(fcols) {
+                        partitioned_columns[cid] = fcol
+                            .partition(counts)
+                            .into_iter()
+                            .map(|c| Box::new(c) as _)
+                            .collect()
+                    }
+                }
+                PandasBlockType::BooleanArray => {
+                    let bblock = ArrayBlock::<bool>::extract(buf)?;
+                    let bcols = bblock.split()?;
+                    for (&cid, bcol) in block.cids.iter().zip_eq(bcols) {
+                        partitioned_columns[cid] = bcol
+                            .partition(counts)
+                            .into_iter()
+                            .map(|c| Box::new(c) as _)
+                            .collect()
+                    }
+                }
+                PandasBlockType::Float64Array => {
+                    let fblock = ArrayBlock::<f64>::extract(buf)?;
+                    let fcols = fblock.split()?;
+                    for (&cid, fcol) in block.cids.iter().zip_eq(fcols) {
+                        partitioned_columns[cid] = fcol
+                            .partition(counts)
+                            .into_iter()
+                            .map(|c| Box::new(c) as _)
+                            .collect()
+                    }
+                }
+                PandasBlockType::Int64Array => {
+                    let fblock = ArrayBlock::<i64>::extract(buf)?;
+                    let fcols = fblock.split()?;
+                    for (&cid, fcol) in block.cids.iter().zip_eq(fcols) {
+                        partitioned_columns[cid] = fcol
+                            .partition(counts)
+                            .into_iter()
+                            .map(|c| Box::new(c) as _)
+                            .collect()
+                    }
+                }
+                PandasBlockType::Int64(_) => {
+                    let ublock = Int64Block::extract(buf)?;
+                    let ucols = ublock.split()?;
+                    for (&cid, ucol) in block.cids.iter().zip_eq(ucols) {
+                        partitioned_columns[cid] = ucol
+                            .partition(counts)
+                            .into_iter()
+                            .map(|c| Box::new(c) as _)
+                            .collect()
+                    }
+                }
+                PandasBlockType::String => {
+                    let sblock = StringBlock::extract(buf)?;
+                    let scols = sblock.split()?;
+                    for (&cid, scol) in block.cids.iter().zip_eq(scols) {
+                        partitioned_columns[cid] = scol
+                            .partition(counts)
+                            .into_iter()
+                            .map(|c| Box::new(c) as _)
+                            .collect()
+                    }
+                }
+                PandasBlockType::Bytes => {
+                    let bblock = BytesBlock::extract(buf)?;
+                    let bcols = bblock.split()?;
+                    for (&cid, bcol) in block.cids.iter().zip_eq(bcols) {
+                        partitioned_columns[cid] = bcol
+                            .partition(counts)
+                            .into_iter()
+                            .map(|c| Box::new(c) as _)
+                            .collect()
+                    }
+                }
+                PandasBlockType::DateTime => {
+                    let dblock = DateTimeBlock::extract(buf)?;
+                    let dcols = dblock.split()?;
+                    for (&cid, dcol) in block.cids.iter().zip_eq(dcols) {
+                        partitioned_columns[cid] = dcol
+                            .partition(counts)
+                            .into_iter()
+                            .map(|c| Box::new(c) as _)
+                            .collect()
+                    }
+                }
+            }
+        }
+
+        let mut par_destinations = vec![];
+        let glob_row = Arc::new(AtomicUsize::new(0));
+        for _ in 0..counts {
+            let mut columns = Vec::with_capacity(partitioned_columns.len());
+            for (i, partitions) in partitioned_columns.iter_mut().enumerate() {
+                columns.push(
+                    partitions
+                        .pop()
+                        .ok_or_else(|| anyhow!("empty partition for {}th column", i))?,
+                );
+            }
+
+            par_destinations.push(PandasPartitionDestination::new(
+                columns,
+                &self.schema[..],
+                Arc::clone(&glob_row),
+            ));
+        }
+
+        par_destinations
+    }
+
+    fn schema(&self) -> &[Self::TypeSystem] {
+        self.schema.as_ref()
+    }
+}
+pub struct PandasPartitionDestination<'a> {
+    columns: Vec<Box<dyn PandasColumnObject + 'a>>,
+    schema: &'a [PandasTypeSystem],
+    seq: usize,
+    glob_row: Arc<AtomicUsize>,
+    cur_row: usize,
+}
+
+impl<'a> PandasPartitionDestination<'a> {
+    fn new(
+        columns: Vec<Box<dyn PandasColumnObject + 'a>>,
+        schema: &'a [PandasTypeSystem],
+        glob_row: Arc<AtomicUsize>,
+    ) -> Self {
+        Self {
+            columns,
+            schema,
+            seq: 0,
+            glob_row,
+            cur_row: 0,
+        }
+    }
+
+    fn loc(&mut self) -> (usize, usize) {
+        let (row, col) = (
+            self.cur_row + self.seq / self.ncols(),
+            self.seq % self.ncols(),
+        );
+        self.seq += 1;
+        (row, col)
+    }
+}
+
+impl<'a> DestinationPartition<'a> for PandasPartitionDestination<'a> {
+    type TypeSystem = PandasTypeSystem;
+    type Error = ConnectorXPythonError;
+
+    fn ncols(&self) -> usize {
+        self.schema.len()
+    }
+
+    fn finalize(&mut self) -> Result<()> {
+        for col in &mut self.columns {
+            col.finalize()?;
+        }
+        Ok(())
+    }
+
+    #[throws(ConnectorXPythonError)]
+    fn aquire_row(&mut self, n: usize) -> usize {
+        if n == 0 {
+            return self.cur_row;
+        }
+        self.cur_row = self.glob_row.fetch_add(n, Ordering::Relaxed);
+        self.seq = 0;
+        self.cur_row
+    }
+}
+
+impl<'a, T> Consume<T> for PandasPartitionDestination<'a>
+where
+    T: HasPandasColumn + TypeAssoc<PandasTypeSystem> + std::fmt::Debug,
+{
+    type Error = ConnectorXPythonError;
+
+    fn consume(&mut self, value: T) -> Result<()> {
+        let (row, col) = self.loc();
+
+        self.schema[col].check::<T>()?;
+        // How do we check type id for borrowed types?
+        // assert!(self.columns[col].typecheck(TypeId::of::<T>()));
+
+        let (column, _): (&mut T::PandasColumn<'a>, *const ()) =
+            unsafe { transmute(&*self.columns[col]) };
+        column.write(value, row)
+    }
+}
diff --git a/connectorx-python/src/pandas/get_meta.rs b/connectorx-python/src/pandas/get_meta.rs
new file mode 100644
index 0000000..bc5e7de
--- /dev/null
+++ b/connectorx-python/src/pandas/get_meta.rs
@@ -0,0 +1,230 @@
+use super::{
+    destination::PandasDestination,
+    transports::{
+        BigQueryPandasTransport, MsSQLPandasTransport, MysqlPandasTransport, OraclePandasTransport,
+        PostgresPandasTransport, SqlitePandasTransport,
+    },
+};
+use crate::errors::ConnectorXPythonError;
+use connectorx::source_router::{SourceConn, SourceType};
+use connectorx::{
+    prelude::*,
+    sources::{
+        bigquery::BigQuerySource,
+        mssql::MsSQLSource,
+        mysql::{BinaryProtocol as MySQLBinaryProtocol, MySQLSource, TextProtocol},
+        postgres::{
+            rewrite_tls_args, BinaryProtocol as PgBinaryProtocol, CSVProtocol, CursorProtocol,
+            PostgresSource, SimpleProtocol,
+        },
+        sqlite::SQLiteSource,
+    },
+    sql::CXQuery,
+};
+use fehler::throws;
+use log::debug;
+use postgres::NoTls;
+use postgres_openssl::MakeTlsConnector;
+use pyo3::prelude::*;
+use std::convert::TryFrom;
+use std::sync::Arc;
+
+#[throws(ConnectorXPythonError)]
+pub fn get_meta<'a>(py: Python<'a>, conn: &str, protocol: &str, query: String) -> &'a PyAny {
+    let source_conn = SourceConn::try_from(conn)?;
+    let mut destination = PandasDestination::new(py);
+    let queries = &[CXQuery::Naked(query)];
+
+    match source_conn.ty {
+        SourceType::Postgres => {
+            debug!("Protocol: {}", protocol);
+            let (config, tls) = rewrite_tls_args(&source_conn.conn)?;
+            match (protocol, tls) {
+                ("csv", Some(tls_conn)) => {
+                    let sb =
+                        PostgresSource::<CSVProtocol, MakeTlsConnector>::new(config, tls_conn, 1)?;
+                    let mut dispatcher = Dispatcher::<
+                        _,
+                        _,
+                        PostgresPandasTransport<CSVProtocol, MakeTlsConnector>,
+                    >::new(
+                        sb, &mut destination, queries, None
+                    );
+                    debug!("Running dispatcher");
+                    dispatcher.get_meta()?;
+                }
+                ("csv", None) => {
+                    let sb = PostgresSource::<CSVProtocol, NoTls>::new(config, NoTls, 1)?;
+                    let mut dispatcher = Dispatcher::<
+                        _,
+                        _,
+                        PostgresPandasTransport<CSVProtocol, NoTls>,
+                    >::new(
+                        sb, &mut destination, queries, None
+                    );
+                    debug!("Running dispatcher");
+                    dispatcher.get_meta()?;
+                }
+                ("binary", Some(tls_conn)) => {
+                    let sb = PostgresSource::<PgBinaryProtocol, MakeTlsConnector>::new(
+                        config, tls_conn, 1,
+                    )?;
+                    let mut dispatcher =
+                        Dispatcher::<
+                            _,
+                            _,
+                            PostgresPandasTransport<PgBinaryProtocol, MakeTlsConnector>,
+                        >::new(sb, &mut destination, queries, None);
+                    debug!("Running dispatcher");
+                    dispatcher.get_meta()?;
+                }
+                ("binary", None) => {
+                    let sb = PostgresSource::<PgBinaryProtocol, NoTls>::new(config, NoTls, 1)?;
+                    let mut dispatcher = Dispatcher::<
+                        _,
+                        _,
+                        PostgresPandasTransport<PgBinaryProtocol, NoTls>,
+                    >::new(
+                        sb, &mut destination, queries, None
+                    );
+                    debug!("Running dispatcher");
+                    dispatcher.get_meta()?;
+                }
+                ("cursor", Some(tls_conn)) => {
+                    let sb = PostgresSource::<CursorProtocol, MakeTlsConnector>::new(
+                        config, tls_conn, 1,
+                    )?;
+                    let mut dispatcher = Dispatcher::<
+                        _,
+                        _,
+                        PostgresPandasTransport<CursorProtocol, MakeTlsConnector>,
+                    >::new(
+                        sb, &mut destination, queries, None
+                    );
+                    debug!("Running dispatcher");
+                    dispatcher.get_meta()?;
+                }
+                ("cursor", None) => {
+                    let sb = PostgresSource::<CursorProtocol, NoTls>::new(config, NoTls, 1)?;
+                    let mut dispatcher = Dispatcher::<
+                        _,
+                        _,
+                        PostgresPandasTransport<CursorProtocol, NoTls>,
+                    >::new(
+                        sb, &mut destination, queries, None
+                    );
+                    debug!("Running dispatcher");
+                    dispatcher.get_meta()?;
+                }
+                ("simple", Some(tls_conn)) => {
+                    let sb = PostgresSource::<SimpleProtocol, MakeTlsConnector>::new(
+                        config, tls_conn, 1,
+                    )?;
+                    let mut dispatcher = Dispatcher::<
+                        _,
+                        _,
+                        PostgresPandasTransport<SimpleProtocol, MakeTlsConnector>,
+                    >::new(
+                        sb, &mut destination, queries, None
+                    );
+                    debug!("Running dispatcher");
+                    dispatcher.get_meta()?;
+                }
+                ("simple", None) => {
+                    let sb = PostgresSource::<SimpleProtocol, NoTls>::new(config, NoTls, 1)?;
+                    let mut dispatcher = Dispatcher::<
+                        _,
+                        _,
+                        PostgresPandasTransport<SimpleProtocol, NoTls>,
+                    >::new(
+                        sb, &mut destination, queries, None
+                    );
+                    debug!("Running dispatcher");
+                    dispatcher.get_meta()?;
+                }
+                _ => unimplemented!("{} protocol not supported", protocol),
+            }
+        }
+        SourceType::SQLite => {
+            // remove the first "sqlite://" manually since url.path is not correct for windows
+            let path = &source_conn.conn.as_str()[9..];
+            let source = SQLiteSource::new(path, 1)?;
+            let mut dispatcher = Dispatcher::<_, _, SqlitePandasTransport>::new(
+                source,
+                &mut destination,
+                queries,
+                None,
+            );
+            debug!("Running dispatcher");
+            dispatcher.get_meta()?;
+        }
+        SourceType::MySQL => {
+            debug!("Protocol: {}", protocol);
+            match protocol {
+                "binary" => {
+                    let source = MySQLSource::<MySQLBinaryProtocol>::new(&source_conn.conn[..], 1)?;
+                    let mut dispatcher = Dispatcher::<
+                        _,
+                        _,
+                        MysqlPandasTransport<MySQLBinaryProtocol>,
+                    >::new(
+                        source, &mut destination, queries, None
+                    );
+                    debug!("Running dispatcher");
+                    dispatcher.get_meta()?;
+                }
+                "text" => {
+                    let source = MySQLSource::<TextProtocol>::new(&source_conn.conn[..], 1)?;
+                    let mut dispatcher =
+                        Dispatcher::<_, _, MysqlPandasTransport<TextProtocol>>::new(
+                            source,
+                            &mut destination,
+                            queries,
+                            None,
+                        );
+                    debug!("Running dispatcher");
+                    dispatcher.get_meta()?;
+                }
+                _ => unimplemented!("{} protocol not supported", protocol),
+            }
+        }
+        SourceType::MsSQL => {
+            let rt = Arc::new(tokio::runtime::Runtime::new().expect("Failed to create runtime"));
+            let source = MsSQLSource::new(rt, &source_conn.conn[..], 1)?;
+            let mut dispatcher = Dispatcher::<_, _, MsSQLPandasTransport>::new(
+                source,
+                &mut destination,
+                queries,
+                None,
+            );
+            debug!("Running dispatcher");
+            dispatcher.get_meta()?;
+        }
+        SourceType::Oracle => {
+            let source = OracleSource::new(&source_conn.conn[..], 1)?;
+            let mut dispatcher = Dispatcher::<_, _, OraclePandasTransport>::new(
+                source,
+                &mut destination,
+                queries,
+                None,
+            );
+            debug!("Running dispatcher");
+            dispatcher.get_meta()?;
+        }
+        SourceType::BigQuery => {
+            let rt = Arc::new(tokio::runtime::Runtime::new().expect("Failed to create runtime"));
+            let source = BigQuerySource::new(rt, &source_conn.conn[..])?;
+            let mut dispatcher = Dispatcher::<_, _, BigQueryPandasTransport>::new(
+                source,
+                &mut destination,
+                queries,
+                None,
+            );
+            debug!("Running dispatcher");
+            dispatcher.get_meta()?;
+        }
+        _ => unimplemented!("{:?} not implemented!", source_conn.ty),
+    }
+
+    destination.result()?
+}
diff --git a/connectorx-python/src/pandas/mod.rs b/connectorx-python/src/pandas/mod.rs
new file mode 100644
index 0000000..be2e419
--- /dev/null
+++ b/connectorx-python/src/pandas/mod.rs
@@ -0,0 +1,237 @@
+mod destination;
+pub mod get_meta;
+mod pandas_columns;
+mod pystring;
+mod transports;
+mod typesystem;
+
+pub use self::destination::{PandasBlockInfo, PandasDestination, PandasPartitionDestination};
+pub use self::transports::{
+    BigQueryPandasTransport, MsSQLPandasTransport, MysqlPandasTransport, OraclePandasTransport,
+    PostgresPandasTransport, SqlitePandasTransport,
+};
+pub use self::typesystem::{PandasDType, PandasTypeSystem};
+use crate::errors::ConnectorXPythonError;
+use connectorx::source_router::{SourceConn, SourceType};
+use connectorx::sources::oracle::OracleSource;
+use connectorx::{
+    prelude::*,
+    sources::{
+        mysql::{BinaryProtocol as MySQLBinaryProtocol, TextProtocol},
+        postgres::{
+            rewrite_tls_args, BinaryProtocol as PgBinaryProtocol, CSVProtocol, CursorProtocol,
+            SimpleProtocol,
+        },
+    },
+    sql::CXQuery,
+};
+use fehler::throws;
+use log::debug;
+use postgres::NoTls;
+use postgres_openssl::MakeTlsConnector;
+use pyo3::{PyAny, Python};
+use std::sync::Arc;
+
+#[throws(ConnectorXPythonError)]
+pub fn write_pandas<'a>(
+    py: Python<'a>,
+    source_conn: &SourceConn,
+    origin_query: Option<String>,
+    queries: &[CXQuery<String>],
+) -> &'a PyAny {
+    let mut destination = PandasDestination::new(py);
+    let protocol = source_conn.proto.as_str();
+    debug!("Protocol: {}", protocol);
+
+    // TODO: unlock gil if possible
+    match source_conn.ty {
+        SourceType::Postgres => {
+            let (config, tls) = rewrite_tls_args(&source_conn.conn)?;
+            match (protocol, tls) {
+                ("csv", Some(tls_conn)) => {
+                    let sb = PostgresSource::<CSVProtocol, MakeTlsConnector>::new(
+                        config,
+                        tls_conn,
+                        queries.len(),
+                    )?;
+                    let dispatcher = Dispatcher::<
+                        _,
+                        _,
+                        PostgresPandasTransport<CSVProtocol, MakeTlsConnector>,
+                    >::new(
+                        sb, &mut destination, queries, origin_query
+                    );
+                    dispatcher.run()?;
+                }
+                ("csv", None) => {
+                    let sb =
+                        PostgresSource::<CSVProtocol, NoTls>::new(config, NoTls, queries.len())?;
+                    let dispatcher =
+                        Dispatcher::<_, _, PostgresPandasTransport<CSVProtocol, NoTls>>::new(
+                            sb,
+                            &mut destination,
+                            queries,
+                            origin_query,
+                        );
+                    dispatcher.run()?;
+                }
+                ("binary", Some(tls_conn)) => {
+                    let sb = PostgresSource::<PgBinaryProtocol, MakeTlsConnector>::new(
+                        config,
+                        tls_conn,
+                        queries.len(),
+                    )?;
+                    let dispatcher =
+                        Dispatcher::<
+                            _,
+                            _,
+                            PostgresPandasTransport<PgBinaryProtocol, MakeTlsConnector>,
+                        >::new(sb, &mut destination, queries, origin_query);
+                    dispatcher.run()?;
+                }
+                ("binary", None) => {
+                    let sb = PostgresSource::<PgBinaryProtocol, NoTls>::new(
+                        config,
+                        NoTls,
+                        queries.len(),
+                    )?;
+                    let dispatcher = Dispatcher::<
+                        _,
+                        _,
+                        PostgresPandasTransport<PgBinaryProtocol, NoTls>,
+                    >::new(
+                        sb, &mut destination, queries, origin_query
+                    );
+                    dispatcher.run()?;
+                }
+                ("cursor", Some(tls_conn)) => {
+                    let sb = PostgresSource::<CursorProtocol, MakeTlsConnector>::new(
+                        config,
+                        tls_conn,
+                        queries.len(),
+                    )?;
+                    let dispatcher = Dispatcher::<
+                        _,
+                        _,
+                        PostgresPandasTransport<CursorProtocol, MakeTlsConnector>,
+                    >::new(
+                        sb, &mut destination, queries, origin_query
+                    );
+                    dispatcher.run()?;
+                }
+                ("cursor", None) => {
+                    let sb =
+                        PostgresSource::<CursorProtocol, NoTls>::new(config, NoTls, queries.len())?;
+                    let dispatcher = Dispatcher::<
+                        _,
+                        _,
+                        PostgresPandasTransport<CursorProtocol, NoTls>,
+                    >::new(
+                        sb, &mut destination, queries, origin_query
+                    );
+                    dispatcher.run()?;
+                }
+                ("simple", Some(tls_conn)) => {
+                    let sb = PostgresSource::<SimpleProtocol, MakeTlsConnector>::new(
+                        config,
+                        tls_conn,
+                        queries.len(),
+                    )?;
+                    let dispatcher = Dispatcher::<
+                        _,
+                        _,
+                        PostgresPandasTransport<SimpleProtocol, MakeTlsConnector>,
+                    >::new(
+                        sb, &mut destination, queries, origin_query
+                    );
+                    dispatcher.run()?;
+                }
+                ("simple", None) => {
+                    let sb =
+                        PostgresSource::<SimpleProtocol, NoTls>::new(config, NoTls, queries.len())?;
+                    let dispatcher = Dispatcher::<
+                        _,
+                        _,
+                        PostgresPandasTransport<SimpleProtocol, NoTls>,
+                    >::new(
+                        sb, &mut destination, queries, origin_query
+                    );
+                    dispatcher.run()?;
+                }
+                _ => unimplemented!("{} protocol not supported", protocol),
+            }
+        }
+        SourceType::SQLite => {
+            // remove the first "sqlite://" manually since url.path is not correct for windows
+            let path = &source_conn.conn.as_str()[9..];
+            let source = SQLiteSource::new(path, queries.len())?;
+            let dispatcher = Dispatcher::<_, _, SqlitePandasTransport>::new(
+                source,
+                &mut destination,
+                queries,
+                origin_query,
+            );
+            dispatcher.run()?;
+        }
+        SourceType::MySQL => match protocol {
+            "binary" => {
+                let source =
+                    MySQLSource::<MySQLBinaryProtocol>::new(&source_conn.conn[..], queries.len())?;
+                let dispatcher = Dispatcher::<_, _, MysqlPandasTransport<MySQLBinaryProtocol>>::new(
+                    source,
+                    &mut destination,
+                    queries,
+                    origin_query,
+                );
+                dispatcher.run()?;
+            }
+            "text" => {
+                let source =
+                    MySQLSource::<TextProtocol>::new(&source_conn.conn[..], queries.len())?;
+                let dispatcher = Dispatcher::<_, _, MysqlPandasTransport<TextProtocol>>::new(
+                    source,
+                    &mut destination,
+                    queries,
+                    origin_query,
+                );
+                dispatcher.run()?;
+            }
+            _ => unimplemented!("{} protocol not supported", protocol),
+        },
+        SourceType::MsSQL => {
+            let rt = Arc::new(tokio::runtime::Runtime::new().expect("Failed to create runtime"));
+            let source = MsSQLSource::new(rt, &source_conn.conn[..], queries.len())?;
+            let dispatcher = Dispatcher::<_, _, MsSQLPandasTransport>::new(
+                source,
+                &mut destination,
+                queries,
+                origin_query,
+            );
+            dispatcher.run()?;
+        }
+        SourceType::Oracle => {
+            let source = OracleSource::new(&source_conn.conn[..], queries.len())?;
+            let dispatcher = Dispatcher::<_, _, OraclePandasTransport>::new(
+                source,
+                &mut destination,
+                queries,
+                origin_query,
+            );
+            dispatcher.run()?;
+        }
+        SourceType::BigQuery => {
+            let rt = Arc::new(tokio::runtime::Runtime::new().expect("Failed to create runtime"));
+            let source = BigQuerySource::new(rt, &source_conn.conn[..])?;
+            let dispatcher = Dispatcher::<_, _, BigQueryPandasTransport>::new(
+                source,
+                &mut destination,
+                queries,
+                origin_query,
+            );
+            dispatcher.run()?;
+        }
+        _ => unimplemented!("{:?} not implemented!", source_conn.ty),
+    }
+
+    destination.result()?
+}
diff --git a/connectorx-python/src/pandas/pandas_columns/array.rs b/connectorx-python/src/pandas/pandas_columns/array.rs
new file mode 100644
index 0000000..f084a1a
--- /dev/null
+++ b/connectorx-python/src/pandas/pandas_columns/array.rs
@@ -0,0 +1,266 @@
+use super::{check_dtype, HasPandasColumn, PandasColumn, PandasColumnObject, GIL_MUTEX};
+use crate::errors::ConnectorXPythonError;
+use anyhow::anyhow;
+use fehler::throws;
+use ndarray::{ArrayViewMut2, Axis, Ix2};
+use numpy::{npyffi::NPY_TYPES, Element, PyArray, PyArrayDescr};
+use pyo3::{FromPyObject, Py, PyAny, PyResult, Python, ToPyObject};
+use std::any::TypeId;
+use std::marker::PhantomData;
+
+#[derive(Clone)]
+#[repr(transparent)]
+pub struct PyList(Py<pyo3::types::PyList>);
+
+// In order to put it into a numpy array
+unsafe impl Element for PyList {
+    const DATA_TYPE: numpy::DataType = numpy::DataType::Object;
+    fn is_same_type(dtype: &PyArrayDescr) -> bool {
+        unsafe { *dtype.as_dtype_ptr() }.type_num == NPY_TYPES::NPY_OBJECT as i32
+    }
+}
+
+pub struct ArrayBlock<'a, V> {
+    data: ArrayViewMut2<'a, PyList>,
+    buf_size_mb: usize,
+    _value_type: PhantomData<V>,
+}
+
+impl<'a, V> FromPyObject<'a> for ArrayBlock<'a, V> {
+    fn extract(ob: &'a PyAny) -> PyResult<Self> {
+        check_dtype(ob, "object")?;
+        let array = ob.downcast::<PyArray<PyList, Ix2>>()?;
+        let data = unsafe { array.as_array_mut() };
+        Ok(ArrayBlock::<V> {
+            data,
+            buf_size_mb: 16, // in MB
+            _value_type: PhantomData,
+        })
+    }
+}
+
+impl<'a, V> ArrayBlock<'a, V> {
+    #[throws(ConnectorXPythonError)]
+    pub fn split(self) -> Vec<ArrayColumn<V>> {
+        let mut ret = vec![];
+        let mut view = self.data;
+
+        let nrows = view.ncols();
+        while view.nrows() > 0 {
+            let (col, rest) = view.split_at(Axis(0), 1);
+            view = rest;
+            ret.push(ArrayColumn::<V> {
+                data: col
+                    .into_shape(nrows)?
+                    .into_slice()
+                    .ok_or_else(|| anyhow!("get None for splitted FloatArray data"))?
+                    .as_mut_ptr(),
+                lengths: vec![],
+                row_idx: vec![],
+                buffer: Vec::with_capacity(self.buf_size_mb * (1 << 17) * 11 / 10), // allocate a little bit more memory to avoid Vec growth
+                buf_size: self.buf_size_mb * (1 << 17),
+            })
+        }
+        ret
+    }
+}
+
+pub struct ArrayColumn<V> {
+    data: *mut PyList,
+    buffer: Vec<V>,
+    lengths: Vec<usize>, // usize::MAX if the string is None
+    row_idx: Vec<usize>,
+    buf_size: usize,
+}
+
+unsafe impl<V> Send for ArrayColumn<V> {}
+unsafe impl<V> Sync for ArrayColumn<V> {}
+
+impl<V> PandasColumnObject for ArrayColumn<V>
+where
+    V: Send + ToPyObject,
+{
+    fn typecheck(&self, id: TypeId) -> bool {
+        id == TypeId::of::<PyList>() || id == TypeId::of::<Option<PyList>>()
+    }
+
+    fn typename(&self) -> &'static str {
+        std::any::type_name::<PyList>()
+    }
+
+    #[throws(ConnectorXPythonError)]
+    fn finalize(&mut self) {
+        self.flush()?;
+    }
+}
+
+impl PandasColumn<Vec<bool>> for ArrayColumn<bool> {
+    #[throws(ConnectorXPythonError)]
+    fn write(&mut self, val: Vec<bool>, row: usize) {
+        self.lengths.push(val.len());
+        self.buffer.extend_from_slice(&val[..]);
+        self.row_idx.push(row);
+        self.try_flush()?;
+    }
+}
+
+impl PandasColumn<Option<Vec<bool>>> for ArrayColumn<bool> {
+    #[throws(ConnectorXPythonError)]
+    fn write(&mut self, val: Option<Vec<bool>>, row: usize) {
+        match val {
+            Some(v) => {
+                self.lengths.push(v.len());
+                self.buffer.extend_from_slice(&v[..]);
+                self.row_idx.push(row);
+                self.try_flush()?;
+            }
+            None => {
+                self.lengths.push(usize::MAX);
+                self.row_idx.push(row);
+            }
+        }
+    }
+}
+impl PandasColumn<Vec<f64>> for ArrayColumn<f64> {
+    #[throws(ConnectorXPythonError)]
+    fn write(&mut self, val: Vec<f64>, row: usize) {
+        self.lengths.push(val.len());
+        self.buffer.extend_from_slice(&val[..]);
+        self.row_idx.push(row);
+        self.try_flush()?;
+    }
+}
+
+impl PandasColumn<Option<Vec<f64>>> for ArrayColumn<f64> {
+    #[throws(ConnectorXPythonError)]
+    fn write(&mut self, val: Option<Vec<f64>>, row: usize) {
+        match val {
+            Some(v) => {
+                self.lengths.push(v.len());
+                self.buffer.extend_from_slice(&v[..]);
+                self.row_idx.push(row);
+                self.try_flush()?;
+            }
+            None => {
+                self.lengths.push(usize::MAX);
+                self.row_idx.push(row);
+            }
+        }
+    }
+}
+
+impl PandasColumn<Vec<i64>> for ArrayColumn<i64> {
+    #[throws(ConnectorXPythonError)]
+    fn write(&mut self, val: Vec<i64>, row: usize) {
+        self.lengths.push(val.len());
+        self.buffer.extend_from_slice(&val[..]);
+        self.row_idx.push(row);
+        self.try_flush()?;
+    }
+}
+
+impl PandasColumn<Option<Vec<i64>>> for ArrayColumn<i64> {
+    #[throws(ConnectorXPythonError)]
+    fn write(&mut self, val: Option<Vec<i64>>, row: usize) {
+        match val {
+            Some(v) => {
+                self.lengths.push(v.len());
+                self.buffer.extend_from_slice(&v[..]);
+                self.row_idx.push(row);
+                self.try_flush()?;
+            }
+            None => {
+                self.lengths.push(usize::MAX);
+                self.row_idx.push(row);
+            }
+        }
+    }
+}
+
+impl HasPandasColumn for Vec<bool> {
+    type PandasColumn<'a> = ArrayColumn<bool>;
+}
+
+impl HasPandasColumn for Option<Vec<bool>> {
+    type PandasColumn<'a> = ArrayColumn<bool>;
+}
+
+impl HasPandasColumn for Vec<f64> {
+    type PandasColumn<'a> = ArrayColumn<f64>;
+}
+
+impl HasPandasColumn for Option<Vec<f64>> {
+    type PandasColumn<'a> = ArrayColumn<f64>;
+}
+
+impl HasPandasColumn for Vec<i64> {
+    type PandasColumn<'a> = ArrayColumn<i64>;
+}
+
+impl HasPandasColumn for Option<Vec<i64>> {
+    type PandasColumn<'a> = ArrayColumn<i64>;
+}
+impl<V> ArrayColumn<V>
+where
+    V: Send + ToPyObject,
+{
+    pub fn partition(self, counts: usize) -> Vec<ArrayColumn<V>> {
+        let mut partitions = vec![];
+
+        for _ in 0..counts {
+            partitions.push(ArrayColumn {
+                data: self.data,
+                lengths: vec![],
+                row_idx: vec![],
+                buffer: Vec::with_capacity(self.buf_size),
+                buf_size: self.buf_size,
+            });
+        }
+        partitions
+    }
+
+    #[throws(ConnectorXPythonError)]
+    pub fn flush(&mut self) {
+        let nvecs = self.lengths.len();
+
+        if nvecs > 0 {
+            let py = unsafe { Python::assume_gil_acquired() };
+
+            {
+                // allocation in python is not thread safe
+                let _guard = GIL_MUTEX
+                    .lock()
+                    .map_err(|e| anyhow!("mutex poisoned {}", e))?;
+                let mut start = 0;
+                for (i, &len) in self.lengths.iter().enumerate() {
+                    if len != usize::MAX {
+                        let end = start + len;
+                        unsafe {
+                            // allocate and write in the same time
+                            *self.data.add(self.row_idx[i]) = PyList(
+                                pyo3::types::PyList::new(py, &self.buffer[start..end]).into(),
+                            );
+                        };
+                        start = end;
+                    } else {
+                        unsafe {
+                            let n = Py::from_borrowed_ptr(py, pyo3::ffi::Py_None());
+                            *self.data.add(self.row_idx[i]) = PyList(n);
+                        }
+                    }
+                }
+            }
+
+            self.buffer.truncate(0);
+            self.lengths.truncate(0);
+            self.row_idx.truncate(0);
+        }
+    }
+
+    #[throws(ConnectorXPythonError)]
+    pub fn try_flush(&mut self) {
+        if self.buffer.len() >= self.buf_size {
+            self.flush()?;
+        }
+    }
+}
diff --git a/connectorx-python/src/pandas/pandas_columns/boolean.rs b/connectorx-python/src/pandas/pandas_columns/boolean.rs
new file mode 100644
index 0000000..aab01a3
--- /dev/null
+++ b/connectorx-python/src/pandas/pandas_columns/boolean.rs
@@ -0,0 +1,143 @@
+use super::{check_dtype, HasPandasColumn, PandasColumn, PandasColumnObject};
+use crate::errors::ConnectorXPythonError;
+use anyhow::anyhow;
+use fehler::throws;
+use ndarray::{ArrayViewMut1, ArrayViewMut2, Axis, Ix2};
+use numpy::{PyArray, PyArray1};
+use pyo3::{types::PyTuple, FromPyObject, PyAny, PyResult};
+use std::any::TypeId;
+
+// Boolean
+pub enum BooleanBlock<'a> {
+    NumPy(ArrayViewMut2<'a, bool>),
+    Extention(ArrayViewMut1<'a, bool>, ArrayViewMut1<'a, bool>),
+}
+impl<'a> FromPyObject<'a> for BooleanBlock<'a> {
+    fn extract(ob: &'a PyAny) -> PyResult<Self> {
+        if let Ok(array) = ob.downcast::<PyArray<bool, Ix2>>() {
+            // if numpy array
+            check_dtype(ob, "bool")?;
+            let data = unsafe { array.as_array_mut() };
+            Ok(BooleanBlock::NumPy(data))
+        } else {
+            // if extension array
+            let tuple = ob.downcast::<PyTuple>()?;
+            let data = tuple.get_item(0)?;
+            let mask = tuple.get_item(1)?;
+            check_dtype(data, "bool")?;
+            check_dtype(mask, "bool")?;
+
+            Ok(BooleanBlock::Extention(
+                unsafe { data.downcast::<PyArray1<bool>>()?.as_array_mut() },
+                unsafe { mask.downcast::<PyArray1<bool>>()?.as_array_mut() },
+            ))
+        }
+    }
+}
+
+impl<'a> BooleanBlock<'a> {
+    #[throws(ConnectorXPythonError)]
+    pub fn split(self) -> Vec<BooleanColumn> {
+        let mut ret = vec![];
+        match self {
+            BooleanBlock::Extention(data, mask) => ret.push(BooleanColumn {
+                data: data
+                    .into_slice()
+                    .ok_or_else(|| anyhow!("get None for Boolean data"))?
+                    .as_mut_ptr(),
+                mask: Some(
+                    mask.into_slice()
+                        .ok_or_else(|| anyhow!("get None for Boolean mask"))?
+                        .as_mut_ptr(),
+                ),
+            }),
+            BooleanBlock::NumPy(mut view) => {
+                let nrows = view.ncols();
+                while view.nrows() > 0 {
+                    let (col, rest) = view.split_at(Axis(0), 1);
+                    view = rest;
+                    ret.push(BooleanColumn {
+                        data: col
+                            .into_shape(nrows)?
+                            .into_slice()
+                            .ok_or_else(|| anyhow!("get None for splitted Boolean data"))?
+                            .as_mut_ptr(),
+                        mask: None,
+                    })
+                }
+            }
+        }
+        ret
+    }
+}
+
+pub struct BooleanColumn {
+    data: *mut bool,
+    mask: Option<*mut bool>,
+}
+
+unsafe impl Send for BooleanColumn {}
+unsafe impl Sync for BooleanColumn {}
+
+impl PandasColumnObject for BooleanColumn {
+    fn typecheck(&self, id: TypeId) -> bool {
+        id == TypeId::of::<bool>() || id == TypeId::of::<Option<bool>>()
+    }
+    fn typename(&self) -> &'static str {
+        std::any::type_name::<bool>()
+    }
+}
+
+impl PandasColumn<bool> for BooleanColumn {
+    #[throws(ConnectorXPythonError)]
+    fn write(&mut self, val: bool, row: usize) {
+        unsafe { *self.data.add(row) = val };
+        if let Some(mask) = self.mask.as_mut() {
+            unsafe { *mask.add(row) = false };
+        }
+    }
+}
+
+impl PandasColumn<Option<bool>> for BooleanColumn {
+    #[throws(ConnectorXPythonError)]
+    fn write(&mut self, val: Option<bool>, row: usize) {
+        match val {
+            Some(val) => {
+                unsafe { *self.data.add(row) = val };
+                if let Some(mask) = self.mask.as_mut() {
+                    unsafe { *mask.add(row) = false };
+                }
+            }
+            None => {
+                if let Some(mask) = self.mask.as_mut() {
+                    unsafe { *mask.add(row) = true };
+                } else {
+                    panic!("Writing null u64 to not null pandas array")
+                }
+            }
+        }
+    }
+}
+
+impl HasPandasColumn for bool {
+    type PandasColumn<'a> = BooleanColumn;
+}
+
+impl HasPandasColumn for Option<bool> {
+    type PandasColumn<'a> = BooleanColumn;
+}
+
+impl BooleanColumn {
+    pub fn partition(self, counts: usize) -> Vec<BooleanColumn> {
+        let mut partitions = vec![];
+
+        for _ in 0..counts {
+            partitions.push(BooleanColumn {
+                data: self.data,
+                mask: self.mask,
+            });
+        }
+
+        partitions
+    }
+}
diff --git a/connectorx-python/src/pandas/pandas_columns/bytes.rs b/connectorx-python/src/pandas/pandas_columns/bytes.rs
new file mode 100644
index 0000000..6890df9
--- /dev/null
+++ b/connectorx-python/src/pandas/pandas_columns/bytes.rs
@@ -0,0 +1,222 @@
+use super::{check_dtype, HasPandasColumn, PandasColumn, PandasColumnObject, GIL_MUTEX};
+use crate::errors::ConnectorXPythonError;
+use anyhow::anyhow;
+use fehler::throws;
+use ndarray::{ArrayViewMut2, Axis, Ix2};
+use numpy::{npyffi::NPY_TYPES, Element, PyArray, PyArrayDescr};
+use pyo3::{FromPyObject, Py, PyAny, PyResult, Python};
+use std::any::TypeId;
+
+#[derive(Clone)]
+#[repr(transparent)]
+pub struct PyBytes(Py<pyo3::types::PyBytes>);
+
+// In order to put it into a numpy array
+unsafe impl Element for PyBytes {
+    const DATA_TYPE: numpy::DataType = numpy::DataType::Object;
+    fn is_same_type(dtype: &PyArrayDescr) -> bool {
+        unsafe { *dtype.as_dtype_ptr() }.type_num == NPY_TYPES::NPY_OBJECT as i32
+    }
+}
+
+pub struct BytesBlock<'a> {
+    data: ArrayViewMut2<'a, PyBytes>,
+    buf_size_mb: usize,
+}
+
+impl<'a> FromPyObject<'a> for BytesBlock<'a> {
+    fn extract(ob: &'a PyAny) -> PyResult<Self> {
+        check_dtype(ob, "object")?;
+        let array = ob.downcast::<PyArray<PyBytes, Ix2>>()?;
+        let data = unsafe { array.as_array_mut() };
+        Ok(BytesBlock {
+            data,
+            buf_size_mb: 16, // in MB
+        })
+    }
+}
+
+impl<'a> BytesBlock<'a> {
+    #[throws(ConnectorXPythonError)]
+    pub fn split(self) -> Vec<BytesColumn> {
+        let mut ret = vec![];
+        let mut view = self.data;
+
+        let nrows = view.ncols();
+        while view.nrows() > 0 {
+            let (col, rest) = view.split_at(Axis(0), 1);
+            view = rest;
+            ret.push(BytesColumn {
+                data: col
+                    .into_shape(nrows)?
+                    .into_slice()
+                    .ok_or_else(|| anyhow!("get None for splitted String data"))?
+                    .as_mut_ptr(),
+                bytes_lengths: vec![],
+                row_idx: vec![],
+                bytes_buf: Vec::with_capacity(self.buf_size_mb * (1 << 20) * 11 / 10), // allocate a little bit more memory to avoid Vec growth
+                buf_size: self.buf_size_mb * (1 << 20),
+            })
+        }
+        ret
+    }
+}
+
+pub struct BytesColumn {
+    data: *mut PyBytes,
+    bytes_buf: Vec<u8>,
+    bytes_lengths: Vec<usize>, // usize::MAX if the string is None
+    row_idx: Vec<usize>,
+    buf_size: usize,
+}
+
+unsafe impl Send for BytesColumn {}
+unsafe impl Sync for BytesColumn {}
+
+impl PandasColumnObject for BytesColumn {
+    fn typecheck(&self, id: TypeId) -> bool {
+        id == TypeId::of::<&'static [u8]>() || id == TypeId::of::<Option<&'static [u8]>>()
+    }
+    fn typename(&self) -> &'static str {
+        std::any::type_name::<&'static [u8]>()
+    }
+    #[throws(ConnectorXPythonError)]
+    fn finalize(&mut self) {
+        self.flush()?;
+    }
+}
+
+impl PandasColumn<Vec<u8>> for BytesColumn {
+    #[throws(ConnectorXPythonError)]
+    fn write(&mut self, val: Vec<u8>, row: usize) {
+        self.bytes_lengths.push(val.len());
+        self.bytes_buf.extend_from_slice(&val[..]);
+        self.row_idx.push(row);
+        self.try_flush()?;
+    }
+}
+
+impl<'r> PandasColumn<&'r [u8]> for BytesColumn {
+    #[throws(ConnectorXPythonError)]
+    fn write(&mut self, val: &'r [u8], row: usize) {
+        self.bytes_lengths.push(val.len());
+        self.bytes_buf.extend_from_slice(val);
+        self.row_idx.push(row);
+        self.try_flush()?;
+    }
+}
+
+impl PandasColumn<Option<Vec<u8>>> for BytesColumn {
+    #[throws(ConnectorXPythonError)]
+    fn write(&mut self, val: Option<Vec<u8>>, row: usize) {
+        match val {
+            Some(b) => {
+                self.bytes_lengths.push(b.len());
+                self.bytes_buf.extend_from_slice(&b[..]);
+                self.row_idx.push(row);
+                self.try_flush()?;
+            }
+            None => {
+                self.bytes_lengths.push(usize::MAX);
+                self.row_idx.push(row);
+            }
+        }
+    }
+}
+
+impl<'r> PandasColumn<Option<&'r [u8]>> for BytesColumn {
+    #[throws(ConnectorXPythonError)]
+    fn write(&mut self, val: Option<&'r [u8]>, row: usize) {
+        match val {
+            Some(b) => {
+                self.bytes_lengths.push(b.len());
+                self.bytes_buf.extend_from_slice(b);
+                self.row_idx.push(row);
+                self.try_flush()?;
+            }
+            None => {
+                self.bytes_lengths.push(usize::MAX);
+                self.row_idx.push(row);
+            }
+        }
+    }
+}
+
+impl HasPandasColumn for Vec<u8> {
+    type PandasColumn<'a> = BytesColumn;
+}
+
+impl HasPandasColumn for Option<Vec<u8>> {
+    type PandasColumn<'a> = BytesColumn;
+}
+
+impl<'r> HasPandasColumn for &'r [u8] {
+    type PandasColumn<'a> = BytesColumn;
+}
+
+impl<'r> HasPandasColumn for Option<&'r [u8]> {
+    type PandasColumn<'a> = BytesColumn;
+}
+
+impl BytesColumn {
+    pub fn partition(self, counts: usize) -> Vec<BytesColumn> {
+        let mut partitions = vec![];
+
+        for _ in 0..counts {
+            partitions.push(BytesColumn {
+                data: self.data,
+                bytes_lengths: vec![],
+                row_idx: vec![],
+                bytes_buf: Vec::with_capacity(self.buf_size),
+                buf_size: self.buf_size,
+            });
+        }
+
+        partitions
+    }
+
+    #[throws(ConnectorXPythonError)]
+    pub fn flush(&mut self) {
+        let nstrings = self.bytes_lengths.len();
+
+        if nstrings > 0 {
+            let py = unsafe { Python::assume_gil_acquired() };
+
+            {
+                // allocation in python is not thread safe
+                let _guard = GIL_MUTEX
+                    .lock()
+                    .map_err(|e| anyhow!("mutex poisoned {}", e))?;
+                let mut start = 0;
+                for (i, &len) in self.bytes_lengths.iter().enumerate() {
+                    if len != usize::MAX {
+                        let end = start + len;
+                        unsafe {
+                            // allocate and write in the same time
+                            *self.data.add(self.row_idx[i]) = PyBytes(
+                                pyo3::types::PyBytes::new(py, &self.bytes_buf[start..end]).into(),
+                            );
+                        };
+                        start = end;
+                    } else {
+                        unsafe {
+                            let b = Py::from_borrowed_ptr(py, pyo3::ffi::Py_None());
+                            *self.data.add(self.row_idx[i]) = PyBytes(b);
+                        }
+                    }
+                }
+            }
+
+            self.bytes_buf.truncate(0);
+            self.bytes_lengths.truncate(0);
+            self.row_idx.truncate(0);
+        }
+    }
+
+    #[throws(ConnectorXPythonError)]
+    pub fn try_flush(&mut self) {
+        if self.bytes_buf.len() >= self.buf_size {
+            self.flush()?;
+        }
+    }
+}
diff --git a/connectorx-python/src/pandas/pandas_columns/datetime.rs b/connectorx-python/src/pandas/pandas_columns/datetime.rs
new file mode 100644
index 0000000..1c927d9
--- /dev/null
+++ b/connectorx-python/src/pandas/pandas_columns/datetime.rs
@@ -0,0 +1,100 @@
+use super::{check_dtype, HasPandasColumn, PandasColumn, PandasColumnObject};
+use crate::errors::ConnectorXPythonError;
+use anyhow::anyhow;
+use chrono::{DateTime, Utc};
+use fehler::throws;
+use ndarray::{ArrayViewMut2, Axis, Ix2};
+use numpy::PyArray;
+use pyo3::{FromPyObject, PyAny, PyResult};
+use std::any::TypeId;
+
+// datetime64 is represented in int64 in numpy
+// https://github.com/numpy/numpy/blob/master/numpy/core/include/numpy/npy_common.h#L1104
+pub struct DateTimeBlock<'a> {
+    data: ArrayViewMut2<'a, i64>,
+}
+
+impl<'a> FromPyObject<'a> for DateTimeBlock<'a> {
+    fn extract(ob: &'a PyAny) -> PyResult<Self> {
+        check_dtype(ob, "int64")?;
+        let array = ob.downcast::<PyArray<i64, Ix2>>()?;
+        let data = unsafe { array.as_array_mut() };
+        Ok(DateTimeBlock { data })
+    }
+}
+
+impl<'a> DateTimeBlock<'a> {
+    #[throws(ConnectorXPythonError)]
+    pub fn split(self) -> Vec<DateTimeColumn> {
+        let mut ret = vec![];
+        let mut view = self.data;
+
+        let nrows = view.ncols();
+        while view.nrows() > 0 {
+            let (col, rest) = view.split_at(Axis(0), 1);
+            view = rest;
+            ret.push(DateTimeColumn {
+                data: col
+                    .into_shape(nrows)?
+                    .into_slice()
+                    .ok_or_else(|| anyhow!("get None for splitted DateTime data"))?
+                    .as_mut_ptr(),
+            })
+        }
+        ret
+    }
+}
+
+pub struct DateTimeColumn {
+    data: *mut i64,
+}
+
+unsafe impl Send for DateTimeColumn {}
+unsafe impl Sync for DateTimeColumn {}
+
+impl PandasColumnObject for DateTimeColumn {
+    fn typecheck(&self, id: TypeId) -> bool {
+        id == TypeId::of::<DateTime<Utc>>() || id == TypeId::of::<Option<DateTime<Utc>>>()
+    }
+
+    fn typename(&self) -> &'static str {
+        std::any::type_name::<DateTime<Utc>>()
+    }
+}
+
+impl PandasColumn<DateTime<Utc>> for DateTimeColumn {
+    #[throws(ConnectorXPythonError)]
+    fn write(&mut self, val: DateTime<Utc>, row: usize) {
+        unsafe { *self.data.add(row) = val.timestamp_nanos() };
+    }
+}
+
+impl PandasColumn<Option<DateTime<Utc>>> for DateTimeColumn {
+    #[throws(ConnectorXPythonError)]
+    fn write(&mut self, val: Option<DateTime<Utc>>, row: usize) {
+        // numpy use i64::MIN as NaT
+        unsafe {
+            *self.data.add(row) = val.map(|t| t.timestamp_nanos()).unwrap_or(i64::MIN);
+        };
+    }
+}
+
+impl HasPandasColumn for DateTime<Utc> {
+    type PandasColumn<'a> = DateTimeColumn;
+}
+
+impl HasPandasColumn for Option<DateTime<Utc>> {
+    type PandasColumn<'a> = DateTimeColumn;
+}
+
+impl DateTimeColumn {
+    pub fn partition(self, counts: usize) -> Vec<DateTimeColumn> {
+        let mut partitions = vec![];
+
+        for _ in 0..counts {
+            partitions.push(DateTimeColumn { data: self.data });
+        }
+
+        partitions
+    }
+}
diff --git a/connectorx-python/src/pandas/pandas_columns/float64.rs b/connectorx-python/src/pandas/pandas_columns/float64.rs
new file mode 100644
index 0000000..7d437bd
--- /dev/null
+++ b/connectorx-python/src/pandas/pandas_columns/float64.rs
@@ -0,0 +1,96 @@
+use super::{check_dtype, HasPandasColumn, PandasColumn, PandasColumnObject};
+use crate::errors::ConnectorXPythonError;
+use anyhow::anyhow;
+use fehler::throws;
+use ndarray::{ArrayViewMut2, Axis, Ix2};
+use numpy::PyArray;
+use pyo3::{FromPyObject, PyAny, PyResult};
+use std::any::TypeId;
+
+// Float
+pub struct Float64Block<'a> {
+    data: ArrayViewMut2<'a, f64>,
+}
+
+impl<'a> FromPyObject<'a> for Float64Block<'a> {
+    fn extract(ob: &'a PyAny) -> PyResult<Self> {
+        check_dtype(ob, "float64")?;
+        let array = ob.downcast::<PyArray<f64, Ix2>>()?;
+        let data = unsafe { array.as_array_mut() };
+        Ok(Float64Block { data })
+    }
+}
+
+impl<'a> Float64Block<'a> {
+    #[throws(ConnectorXPythonError)]
+    pub fn split(self) -> Vec<Float64Column> {
+        let mut ret = vec![];
+        let mut view = self.data;
+
+        let nrows = view.ncols();
+        while view.nrows() > 0 {
+            let (col, rest) = view.split_at(Axis(0), 1);
+            view = rest;
+            ret.push(Float64Column {
+                data: col
+                    .into_shape(nrows)?
+                    .into_slice()
+                    .ok_or_else(|| anyhow!("get None for splitted Float64 data"))?
+                    .as_mut_ptr(),
+            })
+        }
+        ret
+    }
+}
+
+pub struct Float64Column {
+    data: *mut f64,
+}
+
+unsafe impl Send for Float64Column {}
+unsafe impl Sync for Float64Column {}
+
+impl<'a> PandasColumnObject for Float64Column {
+    fn typecheck(&self, id: TypeId) -> bool {
+        id == TypeId::of::<f64>() || id == TypeId::of::<Option<f64>>()
+    }
+
+    fn typename(&self) -> &'static str {
+        std::any::type_name::<f64>()
+    }
+}
+
+impl<'a> PandasColumn<f64> for Float64Column {
+    #[throws(ConnectorXPythonError)]
+    fn write(&mut self, val: f64, row: usize) {
+        unsafe { *self.data.add(row) = val };
+    }
+}
+
+impl<'a> PandasColumn<Option<f64>> for Float64Column {
+    #[throws(ConnectorXPythonError)]
+    fn write(&mut self, val: Option<f64>, row: usize) {
+        match val {
+            None => unsafe { *self.data.add(row) = f64::NAN },
+            Some(val) => unsafe { *self.data.add(row) = val },
+        }
+    }
+}
+
+impl HasPandasColumn for f64 {
+    type PandasColumn<'a> = Float64Column;
+}
+
+impl HasPandasColumn for Option<f64> {
+    type PandasColumn<'a> = Float64Column;
+}
+
+impl Float64Column {
+    pub fn partition(self, counts: usize) -> Vec<Float64Column> {
+        let mut partitions = vec![];
+        for _ in 0..counts {
+            partitions.push(Float64Column { data: self.data });
+        }
+        partitions
+    }
+}
diff --git a/connectorx-python/src/pandas/pandas_columns/int64.rs b/connectorx-python/src/pandas/pandas_columns/int64.rs
new file mode 100644
index 0000000..cfdbfd5
--- /dev/null
+++ b/connectorx-python/src/pandas/pandas_columns/int64.rs
@@ -0,0 +1,142 @@
+use super::{check_dtype, HasPandasColumn, PandasColumn, PandasColumnObject};
+use crate::errors::ConnectorXPythonError;
+use anyhow::anyhow;
+use fehler::throws;
+use ndarray::{ArrayViewMut1, ArrayViewMut2, Axis, Ix2};
+use numpy::{PyArray, PyArray1};
+use pyo3::{types::PyTuple, FromPyObject, PyAny, PyResult};
+use std::any::TypeId;
+
+pub enum Int64Block<'a> {
+    NumPy(ArrayViewMut2<'a, i64>),
+    Extention(ArrayViewMut1<'a, i64>, ArrayViewMut1<'a, bool>),
+}
+impl<'a> FromPyObject<'a> for Int64Block<'a> {
+    fn extract(ob: &'a PyAny) -> PyResult<Self> {
+        if let Ok(array) = ob.downcast::<PyArray<i64, Ix2>>() {
+            check_dtype(ob, "int64")?;
+            let data = unsafe { array.as_array_mut() };
+            Ok(Int64Block::NumPy(data))
+        } else {
+            let tuple = ob.downcast::<PyTuple>()?;
+            let data = tuple.get_item(0)?;
+            let mask = tuple.get_item(1)?;
+            check_dtype(data, "int64")?;
+            check_dtype(mask, "bool")?;
+
+            Ok(Int64Block::Extention(
+                unsafe { data.downcast::<PyArray1<i64>>()?.as_array_mut() },
+                unsafe { mask.downcast::<PyArray1<bool>>()?.as_array_mut() },
+            ))
+        }
+    }
+}
+
+impl<'a> Int64Block<'a> {
+    #[throws(ConnectorXPythonError)]
+    pub fn split(self) -> Vec<Int64Column> {
+        let mut ret = vec![];
+        match self {
+            Int64Block::Extention(data, mask) => ret.push(Int64Column {
+                data: data
+                    .into_slice()
+                    .ok_or_else(|| anyhow!("get None for Int64 data"))?
+                    .as_mut_ptr(),
+                mask: Some(
+                    mask.into_slice()
+                        .ok_or_else(|| anyhow!("get None for Int64 mask"))?
+                        .as_mut_ptr(),
+                ),
+            }),
+            Int64Block::NumPy(mut view) => {
+                let nrows = view.ncols();
+                while view.nrows() > 0 {
+                    let (col, rest) = view.split_at(Axis(0), 1);
+                    view = rest;
+                    ret.push(Int64Column {
+                        data: col
+                            .into_shape(nrows)?
+                            .into_slice()
+                            .ok_or_else(|| anyhow!("get None for splitted Int64 data"))?
+                            .as_mut_ptr(),
+                        mask: None,
+                    })
+                }
+            }
+        }
+        ret
+    }
+}
+
+// for uint64 and Int64
+pub struct Int64Column {
+    data: *mut i64,
+    mask: Option<*mut bool>,
+}
+
+unsafe impl Send for Int64Column {}
+unsafe impl Sync for Int64Column {}
+
+impl PandasColumnObject for Int64Column {
+    fn typecheck(&self, id: TypeId) -> bool {
+        id == TypeId::of::<i64>() || id == TypeId::of::<Option<i64>>()
+    }
+
+    fn typename(&self) -> &'static str {
+        std::any::type_name::<i64>()
+    }
+}
+
+impl PandasColumn<i64> for Int64Column {
+    #[throws(ConnectorXPythonError)]
+    fn write(&mut self, val: i64, row: usize) {
+        unsafe { *self.data.add(row) = val };
+        if let Some(mask) = self.mask.as_mut() {
+            unsafe { *mask.add(row) = false };
+        }
+    }
+}
+
+impl PandasColumn<Option<i64>> for Int64Column {
+    #[throws(ConnectorXPythonError)]
+    fn write(&mut self, val: Option<i64>, row: usize) {
+        match val {
+            Some(val) => {
+                unsafe { *self.data.add(row) = val };
+                if let Some(mask) = self.mask.as_mut() {
+                    unsafe { *mask.add(row) = false };
+                }
+            }
+            None => {
+                if let Some(mask) = self.mask.as_mut() {
+                    unsafe { *mask.add(row) = true };
+                } else {
+                    panic!("Writing null i64 to not null pandas array")
+                }
+            }
+        }
+    }
+}
+
+impl HasPandasColumn for i64 {
+    type PandasColumn<'a> = Int64Column;
+}
+
+impl HasPandasColumn for Option<i64> {
+    type PandasColumn<'a> = Int64Column;
+}
+
+impl Int64Column {
+    pub fn partition(self, counts: usize) -> Vec<Int64Column> {
+        let mut partitions = vec![];
+
+        for _ in 0..counts {
+            partitions.push(Int64Column {
+                data: self.data,
+                mask: self.mask,
+            });
+        }
+
+        partitions
+    }
+}
diff --git a/connectorx-python/src/pandas/pandas_columns/mod.rs b/connectorx-python/src/pandas/pandas_columns/mod.rs
new file mode 100644
index 0000000..82ababc
--- /dev/null
+++ b/connectorx-python/src/pandas/pandas_columns/mod.rs
@@ -0,0 +1,58 @@
+mod array;
+mod boolean;
+mod bytes;
+mod datetime;
+mod float64;
+mod int64;
+mod string;
+// TODO: use macro for integers
+
+use crate::errors::Result;
+pub use crate::pandas::pandas_columns::array::{ArrayBlock, ArrayColumn, PyList};
+pub use crate::pandas::pandas_columns::bytes::{BytesBlock, BytesColumn, PyBytes};
+pub use boolean::{BooleanBlock, BooleanColumn};
+pub use datetime::{DateTimeBlock, DateTimeColumn};
+use fehler::throw;
+pub use float64::{Float64Block, Float64Column};
+pub use int64::{Int64Block, Int64Column};
+use pyo3::{exceptions::PyRuntimeError, PyAny, PyResult};
+use std::any::TypeId;
+use std::sync::Mutex;
+pub use string::{StringBlock, StringColumn};
+
+// A global GIL lock for Python object allocations like string, bytes and list
+lazy_static! {
+    static ref GIL_MUTEX: Mutex<()> = Mutex::new(());
+}
+
+pub trait PandasColumnObject: Send {
+    fn typecheck(&self, _: TypeId) -> bool;
+    fn typename(&self) -> &'static str;
+    fn finalize(&mut self) -> Result<()> {
+        Ok(())
+    }
+}
+
+pub trait PandasColumn<V>: Sized + PandasColumnObject {
+    fn write(&mut self, val: V, row: usize) -> Result<()>;
+}
+
+// Indicates a type has an associated pandas column
+pub trait HasPandasColumn: Sized {
+    type PandasColumn<'a>: PandasColumn<Self>;
+}
+
+pub fn check_dtype(ob: &PyAny, expected_dtype: &str) -> PyResult<()> {
+    let dtype = ob.getattr("dtype")?.str()?;
+    let dtype = dtype.to_str()?;
+    if dtype != expected_dtype {
+        throw!(PyRuntimeError::new_err(format!(
+            "expecting ndarray to be '{}' found '{}' at {}:{}",
+            expected_dtype,
+            dtype,
+            file!(),
+            line!()
+        )));
+    }
+    Ok(())
+}
diff --git a/connectorx-python/src/pandas/pandas_columns/string.rs b/connectorx-python/src/pandas/pandas_columns/string.rs
new file mode 100644
index 0000000..5f38a00
--- /dev/null
+++ b/connectorx-python/src/pandas/pandas_columns/string.rs
@@ -0,0 +1,328 @@
+use super::super::pystring::{PyString, StringInfo};
+use super::{check_dtype, HasPandasColumn, PandasColumn, PandasColumnObject, GIL_MUTEX};
+use crate::constants::PYSTRING_BUFFER_SIZE;
+use crate::errors::ConnectorXPythonError;
+use anyhow::anyhow;
+use fehler::throws;
+use itertools::Itertools;
+use ndarray::{ArrayViewMut2, Axis, Ix2};
+use numpy::PyArray;
+use pyo3::{FromPyObject, PyAny, PyResult, Python};
+use std::any::TypeId;
+
+pub struct StringBlock<'a> {
+    data: ArrayViewMut2<'a, PyString>,
+    buf_size_mb: usize,
+}
+
+impl<'a> FromPyObject<'a> for StringBlock<'a> {
+    fn extract(ob: &'a PyAny) -> PyResult<Self> {
+        check_dtype(ob, "object")?;
+        let array = ob.downcast::<PyArray<PyString, Ix2>>()?;
+        let data = unsafe { array.as_array_mut() };
+        Ok(StringBlock {
+            data,
+            buf_size_mb: PYSTRING_BUFFER_SIZE, // in MB
+        })
+    }
+}
+
+impl<'a> StringBlock<'a> {
+    #[throws(ConnectorXPythonError)]
+    pub fn split(self) -> Vec<StringColumn> {
+        let mut ret = vec![];
+        let mut view = self.data;
+
+        let nrows = view.ncols();
+        while view.nrows() > 0 {
+            let (col, rest) = view.split_at(Axis(0), 1);
+            view = rest;
+            ret.push(StringColumn {
+                data: col
+                    .into_shape(nrows)?
+                    .into_slice()
+                    .ok_or_else(|| anyhow!("get None for splitted String data"))?
+                    .as_mut_ptr(),
+                string_lengths: vec![],
+                row_idx: vec![],
+                string_buf: Vec::with_capacity(self.buf_size_mb * (1 << 20) * 11 / 10), // allocate a little bit more memory to avoid Vec growth
+                buf_size: self.buf_size_mb * (1 << 20),
+            })
+        }
+        ret
+    }
+}
+
+pub struct StringColumn {
+    data: *mut PyString,
+    string_buf: Vec<u8>,
+    string_lengths: Vec<usize>, // usize::MAX for empty string
+    row_idx: Vec<usize>,
+    buf_size: usize,
+}
+
+unsafe impl Send for StringColumn {}
+unsafe impl Sync for StringColumn {}
+
+impl PandasColumnObject for StringColumn {
+    fn typecheck(&self, id: TypeId) -> bool {
+        id == TypeId::of::<&'static [u8]>() || id == TypeId::of::<Option<&'static [u8]>>()
+    }
+
+    fn typename(&self) -> &'static str {
+        std::any::type_name::<&'static [u8]>()
+    }
+    #[throws(ConnectorXPythonError)]
+    fn finalize(&mut self) {
+        self.flush(true)?;
+    }
+}
+
+impl<'r> PandasColumn<&'r str> for StringColumn {
+    #[throws(ConnectorXPythonError)]
+    fn write(&mut self, val: &'r str, row: usize) {
+        let bytes = val.as_bytes();
+        self.string_lengths.push(bytes.len());
+        self.string_buf.extend_from_slice(bytes);
+        self.row_idx.push(row);
+        self.try_flush()?;
+    }
+}
+
+impl PandasColumn<Box<str>> for StringColumn {
+    #[throws(ConnectorXPythonError)]
+    fn write(&mut self, val: Box<str>, row: usize) {
+        let bytes = val.as_bytes();
+        self.string_lengths.push(bytes.len());
+        self.string_buf.extend_from_slice(bytes);
+        self.row_idx.push(row);
+        self.try_flush()?;
+    }
+}
+
+impl PandasColumn<String> for StringColumn {
+    #[throws(ConnectorXPythonError)]
+    fn write(&mut self, val: String, row: usize) {
+        let bytes = val.as_bytes();
+        self.string_lengths.push(bytes.len());
+        self.string_buf.extend_from_slice(bytes);
+        self.row_idx.push(row);
+        self.try_flush()?;
+    }
+}
+
+impl PandasColumn<char> for StringColumn {
+    #[throws(ConnectorXPythonError)]
+    fn write(&mut self, val: char, row: usize) {
+        let mut buffer = [0; 4]; // a char is max to 4 bytes
+        let bytes = val.encode_utf8(&mut buffer).as_bytes();
+        self.string_lengths.push(bytes.len());
+        self.string_buf.extend_from_slice(bytes);
+        self.row_idx.push(row);
+        self.try_flush()?;
+    }
+}
+
+impl<'r> PandasColumn<Option<&'r str>> for StringColumn {
+    #[throws(ConnectorXPythonError)]
+    fn write(&mut self, val: Option<&'r str>, row: usize) {
+        match val {
+            Some(b) => {
+                let bytes = b.as_bytes();
+                self.string_lengths.push(bytes.len());
+                self.string_buf.extend_from_slice(bytes);
+                self.row_idx.push(row);
+                self.try_flush()?;
+            }
+            None => {
+                self.string_lengths.push(usize::MAX);
+                self.row_idx.push(row);
+            }
+        }
+    }
+}
+
+impl PandasColumn<Option<Box<str>>> for StringColumn {
+    #[throws(ConnectorXPythonError)]
+    fn write(&mut self, val: Option<Box<str>>, row: usize) {
+        match val {
+            Some(b) => {
+                let bytes = b.as_bytes();
+                self.string_lengths.push(bytes.len());
+                self.string_buf.extend_from_slice(bytes);
+                self.row_idx.push(row);
+                self.try_flush()?;
+            }
+            None => {
+                self.string_lengths.push(usize::MAX);
+                self.row_idx.push(row);
+            }
+        }
+    }
+}
+impl PandasColumn<Option<String>> for StringColumn {
+    #[throws(ConnectorXPythonError)]
+    fn write(&mut self, val: Option<String>, row: usize) {
+        match val {
+            Some(b) => {
+                let bytes = b.as_bytes();
+                self.string_lengths.push(bytes.len());
+                self.string_buf.extend_from_slice(bytes);
+                self.row_idx.push(row);
+                self.try_flush()?;
+            }
+            None => {
+                self.string_lengths.push(usize::MAX);
+                self.row_idx.push(row);
+            }
+        }
+    }
+}
+
+impl PandasColumn<Option<char>> for StringColumn {
+    #[throws(ConnectorXPythonError)]
+    fn write(&mut self, val: Option<char>, row: usize) {
+        match val {
+            Some(b) => {
+                let mut buffer = [0; 4]; // a char is max to 4 bytes
+                let bytes = b.encode_utf8(&mut buffer).as_bytes();
+                self.string_lengths.push(bytes.len());
+                self.string_buf.extend_from_slice(bytes);
+                self.row_idx.push(row);
+                self.try_flush()?;
+            }
+            None => {
+                self.string_lengths.push(usize::MAX);
+                self.row_idx.push(row);
+            }
+        }
+    }
+}
+
+impl<'r> HasPandasColumn for &'r str {
+    type PandasColumn<'a> = StringColumn;
+}
+
+impl<'r> HasPandasColumn for Option<&'r str> {
+    type PandasColumn<'a> = StringColumn;
+}
+
+impl HasPandasColumn for String {
+    type PandasColumn<'a> = StringColumn;
+}
+
+impl HasPandasColumn for Option<String> {
+    type PandasColumn<'a> = StringColumn;
+}
+
+impl HasPandasColumn for char {
+    type PandasColumn<'a> = StringColumn;
+}
+
+impl HasPandasColumn for Option<char> {
+    type PandasColumn<'a> = StringColumn;
+}
+
+impl HasPandasColumn for Box<str> {
+    type PandasColumn<'a> = StringColumn;
+}
+
+impl HasPandasColumn for Option<Box<str>> {
+    type PandasColumn<'a> = StringColumn;
+}
+
+impl StringColumn {
+    pub fn partition(self, counts: usize) -> Vec<StringColumn> {
+        let mut partitions = vec![];
+
+        for _ in 0..counts {
+            partitions.push(StringColumn {
+                data: self.data,
+                string_lengths: vec![],
+                row_idx: vec![],
+                string_buf: Vec::with_capacity(self.buf_size),
+                buf_size: self.buf_size,
+            });
+        }
+
+        partitions
+    }
+
+    #[throws(ConnectorXPythonError)]
+    pub fn flush(&mut self, force: bool) {
+        let nstrings = self.string_lengths.len();
+        if nstrings == 0 {
+            return;
+        }
+
+        let guard = if force {
+            GIL_MUTEX
+                .lock()
+                .map_err(|e| anyhow!("mutex poisoned {}", e))?
+        } else {
+            match GIL_MUTEX.try_lock() {
+                Ok(guard) => guard,
+                Err(_) => return,
+            }
+        };
+        let py = unsafe { Python::assume_gil_acquired() };
+
+        let mut string_infos = Vec::with_capacity(self.string_lengths.len());
+        let mut start = 0;
+        for (i, &len) in self.string_lengths.iter().enumerate() {
+            if len != usize::MAX {
+                let end = start + len;
+
+                unsafe {
+                    let string_info = StringInfo::detect(&self.string_buf[start..end]);
+                    *self.data.add(self.row_idx[i]) = string_info.pystring(py);
+                    string_infos.push(Some(string_info));
+                };
+
+                start = end;
+            } else {
+                string_infos.push(None);
+
+                unsafe { *self.data.add(self.row_idx[i]) = PyString::none(py) };
+            }
+        }
+
+        // unlock GIL
+        std::mem::drop(guard);
+
+        if !string_infos.is_empty() {
+            let mut start = 0;
+            for (i, (len, info)) in self
+                .string_lengths
+                .drain(..)
+                .zip_eq(string_infos)
+                .enumerate()
+            {
+                if len != usize::MAX {
+                    let end = start + len;
+                    unsafe {
+                        (*self.data.add(self.row_idx[i]))
+                            .write(&self.string_buf[start..end], info.unwrap())
+                    };
+
+                    start = end;
+                }
+            }
+
+            self.string_buf.truncate(0);
+            self.row_idx.truncate(0);
+        }
+    }
+
+    #[throws(ConnectorXPythonError)]
+    pub fn try_flush(&mut self) {
+        if self.string_buf.len() >= self.buf_size {
+            self.flush(true)?;
+            return;
+        }
+        #[cfg(feature = "nbstr")]
+        if self.string_buf.len() >= self.buf_size / 2 {
+            self.flush(false)?;
+        }
+    }
+}
diff --git a/connectorx-python/src/pandas/pystring.rs b/connectorx-python/src/pandas/pystring.rs
new file mode 100644
index 0000000..84f39d5
--- /dev/null
+++ b/connectorx-python/src/pandas/pystring.rs
@@ -0,0 +1,165 @@
+use bitfield::bitfield;
+use numpy::{npyffi::NPY_TYPES, Element, PyArrayDescr};
+use pyo3::{ffi, Py, Python};
+use std::str::from_utf8_unchecked;
+
+#[derive(Clone, Debug)]
+#[repr(transparent)]
+pub struct PyString(Py<pyo3::types::PyString>);
+
+// In order to put it into a numpy array
+unsafe impl Element for PyString {
+    const DATA_TYPE: numpy::DataType = numpy::DataType::Object;
+    fn is_same_type(dtype: &PyArrayDescr) -> bool {
+        unsafe { *dtype.as_dtype_ptr() }.type_num == NPY_TYPES::NPY_OBJECT as i32
+    }
+}
+
+#[derive(Clone, Copy)]
+pub enum StringInfo {
+    ASCII(usize), // len of the string, not byte length
+    UCS1(usize),
+    UCS2(usize),
+    UCS4(usize),
+}
+
+impl StringInfo {
+    pub unsafe fn detect(s: &[u8]) -> StringInfo {
+        let s = from_utf8_unchecked(s);
+        let mut maxchar = 0;
+        let mut len = 0;
+
+        for ch in s.chars() {
+            if ch as u32 > maxchar {
+                maxchar = ch as u32;
+            }
+            len += 1;
+        }
+
+        if maxchar <= 0x7F {
+            StringInfo::ASCII(len)
+        } else if maxchar <= 0xFF {
+            StringInfo::UCS1(len)
+        } else if maxchar <= 0xFFFF {
+            StringInfo::UCS2(len)
+        } else {
+            StringInfo::UCS4(len)
+        }
+    }
+
+    pub fn pystring(&self, py: Python) -> PyString {
+        let objptr = unsafe {
+            match self {
+                StringInfo::ASCII(len) => ffi::PyUnicode_New(*len as ffi::Py_ssize_t, 0x7F),
+                StringInfo::UCS1(len) => ffi::PyUnicode_New(*len as ffi::Py_ssize_t, 0xFF),
+                StringInfo::UCS2(len) => ffi::PyUnicode_New(*len as ffi::Py_ssize_t, 0xFFFF),
+                StringInfo::UCS4(len) => ffi::PyUnicode_New(*len as ffi::Py_ssize_t, 0x10FFFF),
+            }
+        };
+
+        let s: Py<pyo3::types::PyString> = unsafe { Py::from_owned_ptr(py, objptr) };
+
+        PyString(s)
+    }
+}
+
+impl PyString {
+    // get none string converted from none object, otherwise default strings are zeros
+    pub fn none(py: Python) -> PyString {
+        // this is very unsafe because Py_None is not a PyString from Rust's perspective. But it is fine because
+        // later these stuff will all be converted to a python object
+        let s = unsafe { Py::from_borrowed_ptr(py, ffi::Py_None()) };
+        PyString(s)
+    }
+
+    // the val should be same as the val used for new
+    pub unsafe fn write(&mut self, data: &[u8], info: StringInfo) {
+        match info {
+            StringInfo::ASCII(len) => {
+                let pyobj = PyASCIIObject::from_mut_ref(&mut self.0);
+                let buf = std::slice::from_raw_parts_mut(
+                    (pyobj as *mut PyASCIIObject).offset(1) as *mut u8,
+                    len as usize,
+                );
+
+                buf.copy_from_slice(data);
+            }
+            StringInfo::UCS1(len) => {
+                let pyobj = PyCompactUnicodeObject::from_mut_ref(&mut self.0);
+                let buf = std::slice::from_raw_parts_mut(
+                    (pyobj as *mut PyCompactUnicodeObject).offset(1) as *mut u8,
+                    len as usize,
+                );
+                let data: Vec<u8> = from_utf8_unchecked(data).chars().map(|c| c as u8).collect();
+                buf.copy_from_slice(&data);
+            }
+            StringInfo::UCS2(len) => {
+                let pyobj = PyCompactUnicodeObject::from_mut_ref(&mut self.0);
+                let buf = std::slice::from_raw_parts_mut(
+                    (pyobj as *mut PyCompactUnicodeObject).offset(1) as *mut u16,
+                    len as usize,
+                );
+                let data: Vec<u16> = from_utf8_unchecked(data)
+                    .chars()
+                    .map(|c| c as u16)
+                    .collect();
+                buf.copy_from_slice(&data);
+            }
+            StringInfo::UCS4(len) => {
+                let pyobj = PyCompactUnicodeObject::from_mut_ref(&mut self.0);
+                let buf = std::slice::from_raw_parts_mut(
+                    (pyobj as *mut PyCompactUnicodeObject).offset(1) as *mut u32,
+                    len as usize,
+                );
+                let data: Vec<u32> = from_utf8_unchecked(data)
+                    .chars()
+                    .map(|c| c as u32)
+                    .collect();
+                buf.copy_from_slice(&data);
+            }
+        }
+    }
+}
+
+bitfield! {
+    struct PyUnicodeState(u32);
+    u32;
+    interned, _: 1, 0;
+    kind, _: 4, 2;
+    compact, _: 5, 5;
+    ascii, _: 6, 6;
+    ready, _: 7, 7;
+}
+
+#[repr(C)]
+pub struct PyASCIIObject {
+    obj: ffi::PyObject,
+    length: ffi::Py_ssize_t,
+    hash: ffi::Py_hash_t,
+    state: PyUnicodeState,
+    wstr: *mut u8,
+    // python string stores data right after all the fields
+}
+
+impl PyASCIIObject {
+    pub unsafe fn from_mut_ref<'a>(obj: &'a mut Py<pyo3::types::PyString>) -> &'a mut Self {
+        let ascii: &mut &mut PyASCIIObject = std::mem::transmute(obj);
+        *ascii
+    }
+}
+
+#[repr(C)]
+pub struct PyCompactUnicodeObject {
+    base: PyASCIIObject,
+    utf8_length: ffi::Py_ssize_t,
+    utf8: *mut u8,
+    wstr_length: ffi::Py_ssize_t,
+    // python string stores data right after all the fields
+}
+
+impl PyCompactUnicodeObject {
+    pub unsafe fn from_mut_ref<'a>(obj: &'a mut Py<pyo3::types::PyString>) -> &'a mut Self {
+        let unicode: &mut &mut PyCompactUnicodeObject = std::mem::transmute(obj);
+        *unicode
+    }
+}
diff --git a/connectorx-python/src/pandas/transports/bigquery.rs b/connectorx-python/src/pandas/transports/bigquery.rs
new file mode 100644
index 0000000..2648662
--- /dev/null
+++ b/connectorx-python/src/pandas/transports/bigquery.rs
@@ -0,0 +1,56 @@
+use crate::errors::ConnectorXPythonError;
+use crate::pandas::destination::PandasDestination;
+use crate::pandas::typesystem::PandasTypeSystem;
+use chrono::{DateTime, NaiveDate, NaiveDateTime, NaiveTime, Utc};
+use connectorx::{
+    impl_transport,
+    sources::bigquery::{BigQuerySource, BigQueryTypeSystem},
+    typesystem::TypeConversion,
+};
+
+pub struct BigQueryPandasTransport<'py>(&'py ());
+
+impl_transport!(
+    name = BigQueryPandasTransport<'tp>,
+    error = ConnectorXPythonError,
+    systems = BigQueryTypeSystem => PandasTypeSystem,
+    route = BigQuerySource => PandasDestination<'tp>,
+    mappings = {
+        { Bool[bool]                 => Bool[bool]              | conversion auto }
+        { Boolean[bool]              => Bool[bool]              | conversion none }
+        { Int64[i64]                 => I64[i64]                | conversion auto }
+        { Integer[i64]               => I64[i64]                | conversion none }
+        { Float64[f64]               => F64[f64]                | conversion auto }
+        { Float[f64]                 => F64[f64]                | conversion none }
+        { Numeric[f64]               => F64[f64]                | conversion none }
+        { Bignumeric[f64]            => F64[f64]                | conversion none }
+        { String[String]             => String[String]          | conversion auto }
+        { Bytes[String]              => String[String]          | conversion none }
+        { Date[NaiveDate]            => DateTime[DateTime<Utc>] | conversion option }
+        { Datetime[NaiveDateTime]    => DateTime[DateTime<Utc>] | conversion option }
+        { Time[NaiveTime]            => String[String]          | conversion option }
+        { Timestamp[DateTime<Utc>]   => DateTime[DateTime<Utc>] | conversion auto }
+    }
+);
+
+impl<'py> TypeConversion<NaiveDate, DateTime<Utc>> for BigQueryPandasTransport<'py> {
+    fn convert(val: NaiveDate) -> DateTime<Utc> {
+        DateTime::from_naive_utc_and_offset(
+            val.and_hms_opt(0, 0, 0)
+                .unwrap_or_else(|| panic!("and_hms_opt got None from {:?}", val)),
+            Utc,
+        )
+    }
+}
+
+impl<'py> TypeConversion<NaiveDateTime, DateTime<Utc>> for BigQueryPandasTransport<'py> {
+    fn convert(val: NaiveDateTime) -> DateTime<Utc> {
+        DateTime::from_naive_utc_and_offset(val, Utc)
+    }
+}
+
+impl<'py> TypeConversion<NaiveTime, String> for BigQueryPandasTransport<'py> {
+    fn convert(val: NaiveTime) -> String {
+        val.to_string()
+    }
+}
diff --git a/connectorx-python/src/pandas/transports/mod.rs b/connectorx-python/src/pandas/transports/mod.rs
new file mode 100644
index 0000000..9f03abf
--- /dev/null
+++ b/connectorx-python/src/pandas/transports/mod.rs
@@ -0,0 +1,13 @@
+mod bigquery;
+mod mssql;
+mod mysql;
+mod oracle;
+mod postgres;
+mod sqlite;
+
+pub use self::postgres::PostgresPandasTransport;
+pub use bigquery::BigQueryPandasTransport;
+pub use mssql::MsSQLPandasTransport;
+pub use mysql::MysqlPandasTransport;
+pub use oracle::OraclePandasTransport;
+pub use sqlite::SqlitePandasTransport;
diff --git a/connectorx-python/src/pandas/transports/mssql.rs b/connectorx-python/src/pandas/transports/mssql.rs
new file mode 100644
index 0000000..d8a1745
--- /dev/null
+++ b/connectorx-python/src/pandas/transports/mssql.rs
@@ -0,0 +1,97 @@
+use crate::errors::ConnectorXPythonError;
+use crate::pandas::{destination::PandasDestination, typesystem::PandasTypeSystem};
+use chrono::{DateTime, NaiveDate, NaiveDateTime, NaiveTime, Utc};
+use connectorx::{
+    impl_transport,
+    sources::mssql::{FloatN, IntN, MsSQLSource, MsSQLTypeSystem},
+    typesystem::TypeConversion,
+};
+use rust_decimal::prelude::*;
+use uuid::Uuid;
+
+pub struct MsSQLPandasTransport<'py>(&'py ());
+
+impl_transport!(
+    name = MsSQLPandasTransport<'tp>,
+    error = ConnectorXPythonError,
+    systems = MsSQLTypeSystem => PandasTypeSystem,
+    route = MsSQLSource => PandasDestination<'tp>,
+    mappings = {
+        { Tinyint[u8]                   => I64[i64]                | conversion auto }
+        { Smallint[i16]                 => I64[i64]                | conversion auto }
+        { Int[i32]                      => I64[i64]                | conversion auto }
+        { Bigint[i64]                   => I64[i64]                | conversion auto }
+        { Intn[IntN]                    => I64[i64]                | conversion option }
+        { Float24[f32]                  => F64[f64]                | conversion auto }
+        { Float53[f64]                  => F64[f64]                | conversion auto }
+        { Floatn[FloatN]                => F64[f64]                | conversion option }
+        { Bit[bool]                     => Bool[bool]              | conversion auto  }
+        { Nvarchar[&'r str]             => Str[&'r str]            | conversion auto }
+        { Varchar[&'r str]              => Str[&'r str]            | conversion none }
+        { Nchar[&'r str]                => Str[&'r str]            | conversion none }
+        { Char[&'r str]                 => Str[&'r str]            | conversion none }
+        { Text[&'r str]                 => Str[&'r str]            | conversion none }
+        { Ntext[&'r str]                => Str[&'r str]            | conversion none }
+        { Binary[&'r [u8]]              => ByteSlice[&'r [u8]]     | conversion auto }
+        { Varbinary[&'r [u8]]           => ByteSlice[&'r [u8]]     | conversion none }
+        { Image[&'r [u8]]               => ByteSlice[&'r [u8]]     | conversion none }
+        { Numeric[Decimal]              => F64[f64]                | conversion option }
+        { Decimal[Decimal]              => F64[f64]                | conversion none }
+        { Datetime[NaiveDateTime]       => DateTime[DateTime<Utc>] | conversion option }
+        { Datetime2[NaiveDateTime]      => DateTime[DateTime<Utc>] | conversion none }
+        { Smalldatetime[NaiveDateTime]  => DateTime[DateTime<Utc>] | conversion none }
+        { Date[NaiveDate]               => DateTime[DateTime<Utc>] | conversion option }
+        { Datetimeoffset[DateTime<Utc>] => DateTime[DateTime<Utc>] | conversion auto }
+        { Uniqueidentifier[Uuid]        => String[String]          | conversion option }
+        { Time[NaiveTime]               => String[String]          | conversion option }
+        { SmallMoney[f32]               => F64[f64]                | conversion none }
+        { Money[f64]                    => F64[f64]                | conversion none }
+    }
+);
+
+impl<'py> TypeConversion<IntN, i64> for MsSQLPandasTransport<'py> {
+    fn convert(val: IntN) -> i64 {
+        val.0
+    }
+}
+
+impl<'py> TypeConversion<FloatN, f64> for MsSQLPandasTransport<'py> {
+    fn convert(val: FloatN) -> f64 {
+        val.0
+    }
+}
+
+impl<'py> TypeConversion<NaiveDateTime, DateTime<Utc>> for MsSQLPandasTransport<'py> {
+    fn convert(val: NaiveDateTime) -> DateTime<Utc> {
+        DateTime::from_naive_utc_and_offset(val, Utc)
+    }
+}
+
+impl<'py> TypeConversion<NaiveDate, DateTime<Utc>> for MsSQLPandasTransport<'py> {
+    fn convert(val: NaiveDate) -> DateTime<Utc> {
+        DateTime::from_naive_utc_and_offset(
+            val.and_hms_opt(0, 0, 0)
+                .unwrap_or_else(|| panic!("and_hms_opt got None from {:?}", val)),
+            Utc,
+        )
+    }
+}
+
+impl<'py> TypeConversion<Uuid, String> for MsSQLPandasTransport<'py> {
+    fn convert(val: Uuid) -> String {
+        val.to_string()
+    }
+}
+
+impl<'py> TypeConversion<Decimal, f64> for MsSQLPandasTransport<'py> {
+    fn convert(val: Decimal) -> f64 {
+        val.to_f64()
+            .unwrap_or_else(|| panic!("cannot convert decimal {:?} to float64", val))
+    }
+}
+
+impl<'py> TypeConversion<NaiveTime, String> for MsSQLPandasTransport<'py> {
+    fn convert(val: NaiveTime) -> String {
+        val.to_string()
+    }
+}
diff --git a/connectorx-python/src/pandas/transports/mysql.rs b/connectorx-python/src/pandas/transports/mysql.rs
new file mode 100644
index 0000000..9cd7213
--- /dev/null
+++ b/connectorx-python/src/pandas/transports/mysql.rs
@@ -0,0 +1,119 @@
+use crate::errors::ConnectorXPythonError;
+use crate::pandas::destination::PandasDestination;
+use crate::pandas::typesystem::PandasTypeSystem;
+use chrono::{DateTime, NaiveDate, NaiveDateTime, NaiveTime, Utc};
+use connectorx::{
+    impl_transport,
+    sources::mysql::{BinaryProtocol, MySQLSource, MySQLTypeSystem, TextProtocol},
+    typesystem::TypeConversion,
+};
+use rust_decimal::prelude::*;
+use serde_json::{to_string, Value};
+use std::marker::PhantomData;
+
+pub struct MysqlPandasTransport<'py, P>(&'py (), PhantomData<P>);
+
+impl_transport!(
+    name = MysqlPandasTransport<'tp, BinaryProtocol>,
+    error = ConnectorXPythonError,
+    systems = MySQLTypeSystem => PandasTypeSystem,
+    route = MySQLSource<BinaryProtocol> => PandasDestination<'tp>,
+    mappings = {
+        { Float[f32]                 => F64[f64]                | conversion auto }
+        { Double[f64]                => F64[f64]                | conversion auto }
+        { Tiny[i8]                   => I64[i64]                | conversion auto }
+        { Short[i16]                 => I64[i64]                | conversion auto }
+        { Long[i32]                  => I64[i64]                | conversion auto }
+        { Int24[i32]                 => I64[i64]                | conversion none }
+        { LongLong[i64]              => I64[i64]                | conversion auto }
+        { UTiny[u8]                  => I64[i64]                | conversion auto }
+        { UShort[u16]                => I64[i64]                | conversion auto }
+        { ULong[u32]                 => I64[i64]                | conversion auto }
+        { UInt24[u32]                => I64[i64]                | conversion none }
+        { ULongLong[u64]             => F64[f64]                | conversion auto }
+        { Date[NaiveDate]            => DateTime[DateTime<Utc>] | conversion option }
+        { Time[NaiveTime]            => String[String]          | conversion option }
+        { Year[i16]                  => I64[i64]                | conversion none}
+        { Datetime[NaiveDateTime]    => DateTime[DateTime<Utc>] | conversion option }
+        { Timestamp[NaiveDateTime]   => DateTime[DateTime<Utc>] | conversion none }
+        { Decimal[Decimal]           => F64[f64]                | conversion option }
+        { VarChar[String]            => String[String]          | conversion auto }
+        { Char[String]               => String[String]          | conversion none }
+        { Enum[String]               => Str[String]             | conversion none }
+        { TinyBlob[Vec<u8>]          => Bytes[Vec<u8>]          | conversion auto }
+        { Blob[Vec<u8>]              => Bytes[Vec<u8>]          | conversion none }
+        { MediumBlob[Vec<u8>]        => Bytes[Vec<u8>]          | conversion none }
+        { LongBlob[Vec<u8>]          => Bytes[Vec<u8>]          | conversion none }
+        { Json[Value]                => String[String]          | conversion option }
+    }
+);
+
+impl_transport!(
+    name = MysqlPandasTransport<'tp, TextProtocol>,
+    error = ConnectorXPythonError,
+    systems = MySQLTypeSystem => PandasTypeSystem,
+    route = MySQLSource<TextProtocol> => PandasDestination<'tp>,
+    mappings = {
+        { Float[f32]                 => F64[f64]                | conversion auto }
+        { Double[f64]                => F64[f64]                | conversion auto }
+        { Tiny[i8]                   => I64[i64]                | conversion auto }
+        { Short[i16]                 => I64[i64]                | conversion auto }
+        { Long[i32]                  => I64[i64]                | conversion auto }
+        { Int24[i32]                 => I64[i64]                | conversion none }
+        { LongLong[i64]              => I64[i64]                | conversion auto }
+        { UTiny[u8]                  => I64[i64]                | conversion auto }
+        { UShort[u16]                => I64[i64]                | conversion auto }
+        { ULong[u32]                 => I64[i64]                | conversion auto }
+        { UInt24[u32]                => I64[i64]                | conversion none }
+        { ULongLong[u64]             => F64[f64]                | conversion auto }
+        { Date[NaiveDate]            => DateTime[DateTime<Utc>] | conversion option }
+        { Time[NaiveTime]            => String[String]          | conversion option }
+        { Datetime[NaiveDateTime]    => DateTime[DateTime<Utc>] | conversion option }
+        { Timestamp[NaiveDateTime]   => DateTime[DateTime<Utc>] | conversion none }
+        { Year[i16]                  => I64[i64]                | conversion none}
+        { Decimal[Decimal]           => F64[f64]                | conversion option }
+        { VarChar[String]            => String[String]          | conversion auto }
+        { Char[String]               => String[String]          | conversion none }
+        { Enum[String]               => Str[String]             | conversion none }
+        { TinyBlob[Vec<u8>]          => Bytes[Vec<u8>]          | conversion auto }
+        { Blob[Vec<u8>]              => Bytes[Vec<u8>]          | conversion none }
+        { MediumBlob[Vec<u8>]        => Bytes[Vec<u8>]          | conversion none }
+        { LongBlob[Vec<u8>]          => Bytes[Vec<u8>]          | conversion none }
+        { Json[Value]                => String[String]          | conversion option }
+    }
+);
+
+impl<'py, P> TypeConversion<NaiveDate, DateTime<Utc>> for MysqlPandasTransport<'py, P> {
+    fn convert(val: NaiveDate) -> DateTime<Utc> {
+        DateTime::from_naive_utc_and_offset(
+            val.and_hms_opt(0, 0, 0)
+                .unwrap_or_else(|| panic!("and_hms_opt got None from {:?}", val)),
+            Utc,
+        )
+    }
+}
+
+impl<'py, P> TypeConversion<NaiveTime, String> for MysqlPandasTransport<'py, P> {
+    fn convert(val: NaiveTime) -> String {
+        val.to_string()
+    }
+}
+
+impl<'py, P> TypeConversion<NaiveDateTime, DateTime<Utc>> for MysqlPandasTransport<'py, P> {
+    fn convert(val: NaiveDateTime) -> DateTime<Utc> {
+        DateTime::from_naive_utc_and_offset(val, Utc)
+    }
+}
+
+impl<'py, P> TypeConversion<Decimal, f64> for MysqlPandasTransport<'py, P> {
+    fn convert(val: Decimal) -> f64 {
+        val.to_f64()
+            .unwrap_or_else(|| panic!("cannot convert decimal {:?} to float64", val))
+    }
+}
+
+impl<'py, P> TypeConversion<Value, String> for MysqlPandasTransport<'py, P> {
+    fn convert(val: Value) -> String {
+        to_string(&val).unwrap()
+    }
+}
diff --git a/connectorx-python/src/pandas/transports/oracle.rs b/connectorx-python/src/pandas/transports/oracle.rs
new file mode 100644
index 0000000..5ff54fa
--- /dev/null
+++ b/connectorx-python/src/pandas/transports/oracle.rs
@@ -0,0 +1,40 @@
+use crate::errors::ConnectorXPythonError;
+use crate::pandas::destination::PandasDestination;
+use crate::pandas::typesystem::PandasTypeSystem;
+use chrono::{DateTime, NaiveDateTime, Utc};
+use connectorx::{
+    impl_transport,
+    sources::oracle::{OracleSource, OracleTypeSystem},
+    typesystem::TypeConversion,
+};
+
+pub struct OraclePandasTransport<'py>(&'py ());
+
+impl_transport!(
+    name = OraclePandasTransport<'tp>,
+    error = ConnectorXPythonError,
+    systems = OracleTypeSystem => PandasTypeSystem,
+    route = OracleSource => PandasDestination<'tp>,
+    mappings = {
+        { NumFloat[f64]              => F64[f64]                | conversion auto }
+        { Float[f64]                 => F64[f64]                | conversion none }
+        { BinaryFloat[f64]           => F64[f64]                | conversion none }
+        { BinaryDouble[f64]          => F64[f64]                | conversion none }
+        { NumInt[i64]                => I64[i64]                | conversion auto }
+        { Blob[Vec<u8>]              => Bytes[Vec<u8>]          | conversion auto }
+        { Clob[String]               => String[String]          | conversion none }
+        { VarChar[String]            => String[String]          | conversion auto }
+        { Char[String]               => String[String]          | conversion none }
+        { NVarChar[String]           => String[String]          | conversion none }
+        { NChar[String]              => String[String]          | conversion none }
+        { Date[NaiveDateTime]        => DateTime[DateTime<Utc>] | conversion option }
+        { Timestamp[NaiveDateTime]   => DateTime[DateTime<Utc>] | conversion none }
+        { TimestampTz[DateTime<Utc>] => DateTime[DateTime<Utc>] | conversion auto }
+    }
+);
+
+impl<'py> TypeConversion<NaiveDateTime, DateTime<Utc>> for OraclePandasTransport<'py> {
+    fn convert(val: NaiveDateTime) -> DateTime<Utc> {
+        DateTime::from_naive_utc_and_offset(val, Utc)
+    }
+}
diff --git a/connectorx-python/src/pandas/transports/postgres.rs b/connectorx-python/src/pandas/transports/postgres.rs
new file mode 100644
index 0000000..f4c6c21
--- /dev/null
+++ b/connectorx-python/src/pandas/transports/postgres.rs
@@ -0,0 +1,139 @@
+use crate::errors::ConnectorXPythonError;
+use crate::pandas::{destination::PandasDestination, typesystem::PandasTypeSystem};
+use chrono::{DateTime, NaiveDate, NaiveDateTime, NaiveTime, Utc};
+use connectorx::{
+    impl_transport,
+    sources::postgres::{
+        BinaryProtocol, CSVProtocol, CursorProtocol, PostgresSource, PostgresTypeSystem,
+        SimpleProtocol,
+    },
+    typesystem::TypeConversion,
+};
+use postgres::NoTls;
+use postgres_openssl::MakeTlsConnector;
+use rust_decimal::prelude::*;
+use serde_json::{to_string, Value};
+use std::collections::HashMap;
+use std::marker::PhantomData;
+use uuid::Uuid;
+
+pub struct PostgresPandasTransport<'py, P, C>(&'py (), PhantomData<P>, PhantomData<C>);
+
+macro_rules! impl_postgres_transport {
+    ($proto:ty, $tls:ty) => {
+        impl_transport!(
+            name = PostgresPandasTransport<'tp, $proto, $tls>,
+            error = ConnectorXPythonError,
+            systems = PostgresTypeSystem => PandasTypeSystem,
+            route = PostgresSource<$proto, $tls> => PandasDestination<'tp>,
+            mappings = {
+                { Float4[f32]                                   => F64[f64]                 | conversion auto }
+                { Float8[f64]                                   => F64[f64]                 | conversion auto }
+                { Numeric[Decimal]                              => F64[f64]                 | conversion option }
+                { Int2[i16]                                     => I64[i64]                 | conversion auto }
+                { Int4[i32]                                     => I64[i64]                 | conversion auto }
+                { Int8[i64]                                     => I64[i64]                 | conversion auto }
+                { BoolArray[Vec<bool>]                          => BoolArray[Vec<bool>]     | conversion auto_vec }
+                { Int2Array[Vec<i16>]                           => I64Array[Vec<i64>]       | conversion auto_vec }
+                { Int4Array[Vec<i32>]                           => I64Array[Vec<i64>]       | conversion auto_vec }
+                { Int8Array[Vec<i64>]                           => I64Array[Vec<i64>]       | conversion auto }
+                { Float4Array[Vec<f32>]                         => F64Array[Vec<f64>]       | conversion auto_vec }
+                { Float8Array[Vec<f64>]                         => F64Array[Vec<f64>]       | conversion auto }
+                { NumericArray[Vec<Decimal>]                    => F64Array[Vec<f64>]       | conversion option }
+                { Bool[bool]                                    => Bool[bool]               | conversion auto }
+                { Char[i8]                                      => Char[char]               | conversion option }
+                { Text[&'r str]                                 => Str[&'r str]             | conversion auto }
+                { BpChar[&'r str]                               => Str[&'r str]             | conversion none }
+                { VarChar[&'r str]                              => Str[&'r str]             | conversion none }
+                { Name[&'r str]                                 => Str[&'r str]             | conversion none }
+                { Timestamp[NaiveDateTime]                      => DateTime[DateTime<Utc>]  | conversion option }
+                { TimestampTz[DateTime<Utc>]                    => DateTime[DateTime<Utc>]  | conversion auto }
+                { Date[NaiveDate]                               => DateTime[DateTime<Utc>]  | conversion option }
+                { UUID[Uuid]                                    => String[String]           | conversion option }
+                { JSON[Value]                                   => String[String]           | conversion option }
+                { JSONB[Value]                                  => String[String]           | conversion none }
+                { Time[NaiveTime]                               => String[String]           | conversion option }
+                { ByteA[Vec<u8>]                                => Bytes[Vec<u8>]           | conversion auto }
+                { Enum[&'r str]                                 => Str[&'r str]             | conversion none }
+                { HSTORE[HashMap<String, Option<String>>]       => String[String]           | conversion option }
+            }
+        );
+    }
+}
+
+impl_postgres_transport!(BinaryProtocol, NoTls);
+impl_postgres_transport!(BinaryProtocol, MakeTlsConnector);
+impl_postgres_transport!(CSVProtocol, NoTls);
+impl_postgres_transport!(CSVProtocol, MakeTlsConnector);
+impl_postgres_transport!(CursorProtocol, NoTls);
+impl_postgres_transport!(CursorProtocol, MakeTlsConnector);
+impl_postgres_transport!(SimpleProtocol, NoTls);
+impl_postgres_transport!(SimpleProtocol, MakeTlsConnector);
+
+impl<'py, P, C> TypeConversion<HashMap<String, Option<String>>, String>
+    for PostgresPandasTransport<'py, P, C>
+{
+    fn convert(val: HashMap<String, Option<String>>) -> String {
+        to_string(&val).unwrap()
+    }
+}
+
+impl<'py, P, C> TypeConversion<Vec<Decimal>, Vec<f64>> for PostgresPandasTransport<'py, P, C> {
+    fn convert(val: Vec<Decimal>) -> Vec<f64> {
+        val.into_iter()
+            .map(|v| {
+                v.to_f64()
+                    .unwrap_or_else(|| panic!("cannot convert decimal {:?} to float64", v))
+            })
+            .collect()
+    }
+}
+
+impl<'py, P, C> TypeConversion<Decimal, f64> for PostgresPandasTransport<'py, P, C> {
+    fn convert(val: Decimal) -> f64 {
+        val.to_f64()
+            .unwrap_or_else(|| panic!("cannot convert decimal {:?} to float64", val))
+    }
+}
+
+impl<'py, P, C> TypeConversion<NaiveTime, String> for PostgresPandasTransport<'py, P, C> {
+    fn convert(val: NaiveTime) -> String {
+        val.to_string()
+    }
+}
+
+impl<'py, P, C> TypeConversion<i8, char> for PostgresPandasTransport<'py, P, C> {
+    fn convert(val: i8) -> char {
+        val as u8 as char
+    }
+}
+
+impl<'py, P, C> TypeConversion<NaiveDateTime, DateTime<Utc>>
+    for PostgresPandasTransport<'py, P, C>
+{
+    fn convert(val: NaiveDateTime) -> DateTime<Utc> {
+        DateTime::from_naive_utc_and_offset(val, Utc)
+    }
+}
+
+impl<'py, P, C> TypeConversion<NaiveDate, DateTime<Utc>> for PostgresPandasTransport<'py, P, C> {
+    fn convert(val: NaiveDate) -> DateTime<Utc> {
+        DateTime::from_naive_utc_and_offset(
+            val.and_hms_opt(0, 0, 0)
+                .unwrap_or_else(|| panic!("and_hms_opt got None from {:?}", val)),
+            Utc,
+        )
+    }
+}
+
+impl<'py, P, C> TypeConversion<Uuid, String> for PostgresPandasTransport<'py, P, C> {
+    fn convert(val: Uuid) -> String {
+        val.to_string()
+    }
+}
+
+impl<'py, P, C> TypeConversion<Value, String> for PostgresPandasTransport<'py, P, C> {
+    fn convert(val: Value) -> String {
+        to_string(&val).unwrap()
+    }
+}
diff --git a/connectorx-python/src/pandas/transports/sqlite.rs b/connectorx-python/src/pandas/transports/sqlite.rs
new file mode 100644
index 0000000..122ba29
--- /dev/null
+++ b/connectorx-python/src/pandas/transports/sqlite.rs
@@ -0,0 +1,52 @@
+use crate::errors::ConnectorXPythonError;
+use crate::pandas::destination::PandasDestination;
+use crate::pandas::typesystem::PandasTypeSystem;
+use chrono::{DateTime, NaiveDate, NaiveDateTime, NaiveTime, Utc};
+use connectorx::{
+    impl_transport,
+    sources::sqlite::{SQLiteSource, SQLiteTypeSystem},
+    typesystem::TypeConversion,
+};
+
+pub struct SqlitePandasTransport<'py>(&'py ());
+
+impl_transport!(
+    name = SqlitePandasTransport<'tp>,
+    error = ConnectorXPythonError,
+    systems = SQLiteTypeSystem => PandasTypeSystem,
+    route = SQLiteSource => PandasDestination<'tp>,
+    mappings = {
+        { Bool[bool]                 => Bool[bool]              | conversion auto }
+        { Int8[i64]                  => I64[i64]                | conversion auto }
+        { Int4[i32]                  => I64[i64]                | conversion auto }
+        { Int2[i16]                  => I64[i64]                | conversion auto }
+        { Real[f64]                  => F64[f64]                | conversion auto }
+        { Text[Box<str>]             => BoxStr[Box<str>]        | conversion auto }
+        { Date[NaiveDate]            => DateTime[DateTime<Utc>] | conversion option }
+        { Time[NaiveTime]            => String[String]          | conversion option }
+        { Timestamp[NaiveDateTime]   => DateTime[DateTime<Utc>] | conversion option }
+        { Blob[Vec<u8>]              => Bytes[Vec<u8>]          | conversion auto }
+    }
+);
+
+impl<'py> TypeConversion<NaiveDateTime, DateTime<Utc>> for SqlitePandasTransport<'py> {
+    fn convert(val: NaiveDateTime) -> DateTime<Utc> {
+        DateTime::from_naive_utc_and_offset(val, Utc)
+    }
+}
+
+impl<'py> TypeConversion<NaiveDate, DateTime<Utc>> for SqlitePandasTransport<'py> {
+    fn convert(val: NaiveDate) -> DateTime<Utc> {
+        DateTime::from_naive_utc_and_offset(
+            val.and_hms_opt(0, 0, 0)
+                .unwrap_or_else(|| panic!("and_hms_opt got None from {:?}", val)),
+            Utc,
+        )
+    }
+}
+
+impl<'py> TypeConversion<NaiveTime, String> for SqlitePandasTransport<'py> {
+    fn convert(val: NaiveTime) -> String {
+        val.to_string()
+    }
+}
diff --git a/connectorx-python/src/pandas/typesystem.rs b/connectorx-python/src/pandas/typesystem.rs
new file mode 100644
index 0000000..35a108b
--- /dev/null
+++ b/connectorx-python/src/pandas/typesystem.rs
@@ -0,0 +1,113 @@
+// Unfortunately, due to the orphan rule, typesystem implementation should be in this crate.
+use chrono::{DateTime, Utc};
+use connectorx::impl_typesystem;
+
+#[derive(Debug, Clone, Copy, PartialEq, Eq, Hash, PartialOrd, Ord)]
+pub enum PandasTypeSystem {
+    F64(bool),
+    I64(bool),
+    F64Array(bool),
+    I64Array(bool),
+    Bool(bool),
+    BoolArray(bool),
+    Char(bool),
+    Str(bool),
+    BoxStr(bool),
+    String(bool),
+    Bytes(bool),
+    ByteSlice(bool),
+    DateTime(bool),
+}
+
+#[derive(Debug, Clone, Copy, PartialEq, Eq, Hash, PartialOrd, Ord)]
+pub enum PandasBlockType {
+    Boolean(bool), // bool indicates nullablity
+    Int64(bool),
+    Float64,
+    BooleanArray,
+    Int64Array,
+    Float64Array,
+    String,
+    DateTime,
+    Bytes,
+}
+
+pub enum PandasArrayType {
+    NumpyArray,
+    IntegerArray,
+    BooleanArray,
+    DatetimeArray,
+}
+
+impl From<PandasBlockType> for PandasArrayType {
+    fn from(ty: PandasBlockType) -> PandasArrayType {
+        match ty {
+            PandasBlockType::Boolean(true) => PandasArrayType::BooleanArray,
+            PandasBlockType::Int64(true) => PandasArrayType::IntegerArray,
+            PandasBlockType::DateTime => PandasArrayType::DatetimeArray,
+            _ => PandasArrayType::NumpyArray,
+        }
+    }
+}
+
+impl From<PandasTypeSystem> for PandasBlockType {
+    fn from(ty: PandasTypeSystem) -> PandasBlockType {
+        match ty {
+            PandasTypeSystem::Bool(nullable) => PandasBlockType::Boolean(nullable),
+            PandasTypeSystem::I64(nullable) => PandasBlockType::Int64(nullable),
+            PandasTypeSystem::F64(_) => PandasBlockType::Float64,
+            PandasTypeSystem::BoolArray(_) => PandasBlockType::BooleanArray,
+            PandasTypeSystem::F64Array(_) => PandasBlockType::Float64Array,
+            PandasTypeSystem::I64Array(_) => PandasBlockType::Int64Array,
+            PandasTypeSystem::String(_)
+            | PandasTypeSystem::BoxStr(_)
+            | PandasTypeSystem::Str(_)
+            | PandasTypeSystem::Char(_) => PandasBlockType::String,
+            PandasTypeSystem::Bytes(_) | PandasTypeSystem::ByteSlice(_) => PandasBlockType::Bytes,
+            PandasTypeSystem::DateTime(_) => PandasBlockType::DateTime,
+        }
+    }
+}
+
+impl_typesystem! {
+    system = PandasTypeSystem,
+    mappings = {
+        { F64 => f64 }
+        { I64 => i64 }
+        { F64Array => Vec<f64> }
+        { I64Array => Vec<i64> }
+        { Bool => bool }
+        { BoolArray => Vec<bool> }
+        { Char => char }
+        { Str => &'r str }
+        { BoxStr => Box<str> }
+        { String => String }
+        { Bytes => Vec<u8> }
+        { ByteSlice => &'r [u8] }
+        { DateTime => DateTime<Utc> }
+    }
+}
+
+pub trait PandasDType: Sized {
+    // For initialize a pandas array when creating the pandas dataframe
+    fn is_masked(&self) -> bool;
+    fn array_name(&self) -> &'static str;
+}
+
+impl PandasDType for PandasBlockType {
+    fn is_masked(&self) -> bool {
+        matches!(
+            *self,
+            PandasBlockType::Boolean(true) | PandasBlockType::Int64(true)
+        )
+    }
+
+    fn array_name(&self) -> &'static str {
+        match *self {
+            PandasBlockType::Boolean(true) => "BooleanArray",
+            PandasBlockType::Int64(true) => "IntegerArray",
+            PandasBlockType::DateTime => "DatetimeArray",
+            _ => "",
+        }
+    }
+}
diff --git a/connectorx-python/src/read_sql.rs b/connectorx-python/src/read_sql.rs
new file mode 100644
index 0000000..e91c5bc
--- /dev/null
+++ b/connectorx-python/src/read_sql.rs
@@ -0,0 +1,83 @@
+use connectorx::{
+    partition::{partition, PartitionQuery},
+    source_router::parse_source,
+    sql::CXQuery,
+};
+use dict_derive::FromPyObject;
+use fehler::throw;
+use pyo3::prelude::*;
+use pyo3::{exceptions::PyValueError, PyResult};
+
+use crate::errors::ConnectorXPythonError;
+
+#[derive(FromPyObject)]
+pub struct PyPartitionQuery {
+    query: String,
+    column: String,
+    min: Option<i64>,
+    max: Option<i64>,
+    num: usize,
+}
+
+impl Into<PartitionQuery> for PyPartitionQuery {
+    fn into(self) -> PartitionQuery {
+        PartitionQuery::new(
+            self.query.as_str(),
+            self.column.as_str(),
+            self.min,
+            self.max,
+            self.num,
+        )
+    }
+}
+
+pub fn read_sql<'a>(
+    py: Python<'a>,
+    conn: &str,
+    return_type: &str,
+    protocol: Option<&str>,
+    queries: Option<Vec<String>>,
+    partition_query: Option<PyPartitionQuery>,
+) -> PyResult<&'a PyAny> {
+    let source_conn = parse_source(conn, protocol).map_err(|e| ConnectorXPythonError::from(e))?;
+    let (queries, origin_query) = match (queries, partition_query) {
+        (Some(queries), None) => (queries.into_iter().map(CXQuery::Naked).collect(), None),
+        (None, Some(part)) => {
+            let origin_query = Some(part.query.clone());
+            let queries = partition(&part.into(), &source_conn)
+                .map_err(|e| ConnectorXPythonError::from(e))?;
+            (queries, origin_query)
+        }
+        (Some(_), Some(_)) => throw!(PyValueError::new_err(
+            "partition_query and queries cannot be both specified",
+        )),
+        (None, None) => throw!(PyValueError::new_err(
+            "partition_query and queries cannot be both None",
+        )),
+    };
+
+    match return_type {
+        "pandas" => Ok(crate::pandas::write_pandas(
+            py,
+            &source_conn,
+            origin_query,
+            &queries,
+        )?),
+        "arrow" => Ok(crate::arrow::write_arrow(
+            py,
+            &source_conn,
+            origin_query,
+            &queries,
+        )?),
+        "arrow2" => Ok(crate::arrow2::write_arrow(
+            py,
+            &source_conn,
+            origin_query,
+            &queries,
+        )?),
+        _ => Err(PyValueError::new_err(format!(
+            "return type should be 'pandas' or 'arrow', got '{}'",
+            return_type
+        ))),
+    }
+}
diff --git a/connectorx/Cargo.toml b/connectorx/Cargo.toml
new file mode 100644
index 0000000..e64f2d2
--- /dev/null
+++ b/connectorx/Cargo.toml
@@ -0,0 +1,105 @@
+[package]
+authors = ["SFU Database System Lab <dsl.cs.sfu@gmail.com>"]
+description = "Load data from databases to dataframes, the fastest way."
+documentation = "https://docs.rs/connectorx"
+edition = "2018"
+license = "MIT"
+name = "connectorx"
+readme = "../README.md"
+repository = "https://github.com/sfu-db/connector-x"
+version = "0.3.3-alpha.1"
+
+[dependencies]
+anyhow = "1"
+fehler = "1"
+itertools = "0.10"
+log = "0.4"
+rayon = "1"
+sqlparser = "0.37"
+thiserror = "1"
+url = "2"
+owning_ref = "0.4"
+serde_json = "1"
+chrono = "0.4"
+
+arrow = {workspace = true, optional = true}
+arrow2 = {workspace = true, default-features = false, optional = true}
+bb8 = {version = "0.7", optional = true}
+bb8-tiberius = {version = "0.5", optional = true}
+csv = {version = "1", optional = true}
+fallible-streaming-iterator = {version = "0.1", optional = true}
+futures = {version = "0.3", optional = true}
+gcp-bigquery-client = {version = "0.13.0", optional = true}
+hex = {version = "0.4", optional = true}
+native-tls = {version = "0.2", optional = true}
+ndarray = {version = "0.15", optional = true}
+num-traits = {version = "0.2", optional = true}
+openssl = {version = "0.10", optional = true}
+oracle = {version = "0.5", optional = true}
+polars = {version = "0.32", optional = true, features=["dtype-u8", "dtype-u16"]}
+postgres = {version = "0.19", features = ["with-chrono-0_4", "with-uuid-0_8", "with-serde_json-1"], optional = true}
+postgres-native-tls = {version = "0.5", optional = true}
+postgres-openssl = {version = "0.5", optional = true}
+mysql_common = {version = "0.29", features = ["chrono"], optional = true}
+r2d2 = {version = "0.8", optional = true}
+r2d2-oracle = {version = "0.6", features = ["chrono"], optional = true}
+r2d2_mysql = {version = "23", optional = true}
+r2d2_postgres = {version = "0.18.1", optional = true}
+r2d2_sqlite = {version = "0.22.0", optional = true}
+regex = {version = "1", optional = true}
+rusqlite = {version = "0.29.0", features = ["column_decltype", "chrono", "bundled"], optional = true}
+rust_decimal = {version = "1", features = ["db-postgres"], optional = true}
+rust_decimal_macros = {version = "1", optional = true}
+tiberius = {version = "0.5", features = ["rust_decimal", "chrono", "integrated-auth-gssapi"], optional = true}
+tokio = {version = "1", features = ["rt", "rt-multi-thread", "net"], optional = true}
+tokio-util = {version = "0.6", optional = true}
+urlencoding = {version = "2.1", optional = true}
+uuid = {version = "0.8", optional = true}
+j4rs = {version = "0.15", optional = true}
+datafusion = {version = "31", optional = true}
+
+[lib]
+crate-type = ["cdylib", "rlib"]
+name = "connectorx"
+
+[dev-dependencies]
+criterion = "0.3"
+env_logger = "0.9"
+iai = "0.1"
+pprof = {version = "0.5", features = ["flamegraph"]}
+
+[features]
+all = ["src_sqlite", "src_postgres", "src_mysql", "src_mssql", "src_oracle", "src_bigquery", "src_csv", "src_dummy", "dst_arrow", "dst_arrow2", "federation", "fed_exec"]
+branch = []
+default = ["fptr"]
+dst_arrow = ["arrow"]
+dst_arrow2 = ["polars", "arrow2"]
+fptr = []
+src_bigquery = ["gcp-bigquery-client", "tokio"]
+src_csv = ["csv", "regex"]
+src_dummy = ["num-traits"]
+src_mssql = ["rust_decimal", "num-traits", "tiberius", "bb8-tiberius", "bb8", "tokio", "tokio-util", "uuid", "futures", "urlencoding"]
+src_mysql = ["r2d2_mysql", "mysql_common", "rust_decimal", "num-traits", "r2d2"]
+src_oracle = ["oracle", "r2d2-oracle","r2d2", "urlencoding"]
+src_postgres = [
+  "postgres",
+  "r2d2_postgres",
+  "postgres-native-tls",
+  "csv",
+  "hex",
+  "uuid",
+  "rust_decimal",
+  "rust_decimal_macros",
+  "num-traits",
+  "r2d2",
+  "native-tls",
+  "openssl",
+  "postgres-openssl",
+]
+src_sqlite = ["rusqlite", "r2d2_sqlite", "fallible-streaming-iterator", "r2d2", "urlencoding"]
+federation = ["j4rs"]
+fed_exec = ["datafusion", "tokio"]
+integrated-auth-gssapi = ["tiberius/integrated-auth-gssapi"]
+
+[package.metadata.docs.rs]
+features = ["all"]
diff --git a/connectorx/examples/batch_test.rs b/connectorx/examples/batch_test.rs
new file mode 100644
index 0000000..aa8bb16
--- /dev/null
+++ b/connectorx/examples/batch_test.rs
@@ -0,0 +1,64 @@
+use connectorx::arrow_batch_iter::ArrowBatchIter;
+use connectorx::prelude::*;
+use connectorx::sources::postgres::{rewrite_tls_args, BinaryProtocol as PgBinaryProtocol};
+use postgres::NoTls;
+use std::convert::TryFrom;
+use std::time::Instant;
+
+fn main() {
+    // let queries = &[CXQuery::naked("select * from test_table")];
+    // let queries = &[
+    //     CXQuery::naked("select * from test_table where test_int < 3"),
+    //     CXQuery::naked("select * from test_table where test_int >= 3"),
+    // ];
+
+    let start = Instant::now();
+
+    let queries = &[
+        CXQuery::naked("select * from lineitem where l_orderkey < 1000000"),
+        CXQuery::naked(
+            "select * from lineitem where l_orderkey >= 1000000 AND l_orderkey < 2000000",
+        ),
+        CXQuery::naked(
+            "select * from lineitem where l_orderkey >= 2000000 AND l_orderkey < 3000000",
+        ),
+        CXQuery::naked(
+            "select * from lineitem where l_orderkey >= 3000000 AND l_orderkey < 4000000",
+        ),
+        CXQuery::naked(
+            "select * from lineitem where l_orderkey >= 4000000 AND l_orderkey < 5000000",
+        ),
+        CXQuery::naked("select * from lineitem where l_orderkey >= 5000000"),
+    ];
+
+    let origin_query = None;
+
+    let conn = "postgresql://postgres:postgres@localhost:5432/tpch";
+    let source = SourceConn::try_from(conn).unwrap();
+    let (config, _) = rewrite_tls_args(&source.conn).unwrap();
+    let source =
+        PostgresSource::<PgBinaryProtocol, NoTls>::new(config, NoTls, queries.len()).unwrap();
+
+    let destination = ArrowStreamDestination::new_with_batch_size(2048);
+
+    let mut batch_iter: ArrowBatchIter<_, PostgresArrowStreamTransport<PgBinaryProtocol, NoTls>> =
+        ArrowBatchIter::new(source, destination, origin_query, queries).unwrap();
+
+    batch_iter.prepare();
+
+    let mut num_rows = 0;
+    let mut num_batches = 0;
+    for record_batch in batch_iter {
+        let record_batch = record_batch;
+        println!("got 1 batch, with {} rows", record_batch.num_rows());
+        num_rows += record_batch.num_rows();
+        num_batches += 1;
+        // arrow::util::pretty::print_batches(&[record_batch]).unwrap();
+    }
+    println!(
+        "got {} batches, {} rows in total, took {:?}",
+        num_batches,
+        num_rows,
+        start.elapsed()
+    );
+}
diff --git a/connectorx/examples/jvm_test.rs b/connectorx/examples/jvm_test.rs
new file mode 100644
index 0000000..7e294ab
--- /dev/null
+++ b/connectorx/examples/jvm_test.rs
@@ -0,0 +1,57 @@
+use connectorx::{
+    prelude::*,
+    sources::postgres::{rewrite_tls_args, BinaryProtocol, PostgresSource},
+    sql::CXQuery,
+    transports::PostgresArrowTransport,
+};
+use j4rs::{ClasspathEntry, InvocationArg, Jvm, JvmBuilder};
+use postgres::NoTls;
+use std::convert::TryFrom;
+use std::env;
+use std::fs;
+use std::iter::Iterator;
+use url::Url;
+
+fn main() {
+    let path = fs::canonicalize("./federated-rewriter.jar").unwrap();
+    println!("path: {:?}", path);
+    let entry = ClasspathEntry::new(path.to_str().unwrap());
+    let jvm: Jvm = JvmBuilder::new().classpath_entry(entry).build().unwrap();
+
+    let args: Vec<String> = env::args().collect();
+    let file = &args[1];
+    let sql = fs::read_to_string(file).unwrap();
+    println!("input sql: {}", sql);
+    let sql = InvocationArg::try_from(sql).unwrap();
+    let rewrite_sql = jvm
+        .invoke_static("ai.dataprep.federated.QueryRewriter", "rewrite", &[sql])
+        .unwrap();
+
+    let rewrite_sql: String = jvm.to_rust(rewrite_sql).unwrap();
+
+    println!("rewrite sql: {}", rewrite_sql);
+
+    let conn = env::var("POSTGRES_URL").unwrap();
+    let url = Url::parse(&conn).unwrap();
+    let (config, _) = rewrite_tls_args(&url).unwrap();
+
+    let sb = PostgresSource::<BinaryProtocol, NoTls>::new(config, NoTls, 1).unwrap();
+    let mut destination = ArrowDestination::new();
+    let queries = [CXQuery::naked(rewrite_sql)];
+    let dispatcher = Dispatcher::<_, _, PostgresArrowTransport<BinaryProtocol, NoTls>>::new(
+        sb,
+        &mut destination,
+        &queries,
+        None,
+    );
+    println!("run dispatcher");
+    dispatcher.run().unwrap();
+    let result = destination.arrow().unwrap();
+    let counts = result
+        .iter()
+        .map(|rb| rb.num_rows())
+        .collect::<Vec<usize>>();
+
+    println!("result rows: {}", counts.iter().sum::<usize>());
+    println!("result columns: {}", result[0].schema())
+}
diff --git a/connectorx/src/arrow_batch_iter.rs b/connectorx/src/arrow_batch_iter.rs
new file mode 100644
index 0000000..1794a96
--- /dev/null
+++ b/connectorx/src/arrow_batch_iter.rs
@@ -0,0 +1,183 @@
+use crate::prelude::*;
+use arrow::record_batch::RecordBatch;
+use itertools::Itertools;
+use log::debug;
+use rayon::prelude::*;
+use std::marker::PhantomData;
+
+pub fn set_global_num_thread(num: usize) {
+    rayon::ThreadPoolBuilder::new()
+        .num_threads(num)
+        .build_global()
+        .unwrap();
+}
+
+/// The iterator that returns arrow in `RecordBatch`
+pub struct ArrowBatchIter<S, TP>
+where
+    S: Source,
+    TP: Transport<
+        TSS = S::TypeSystem,
+        TSD = ArrowStreamTypeSystem,
+        S = S,
+        D = ArrowStreamDestination,
+    >,
+    <S as Source>::Partition: 'static,
+    <S as Source>::TypeSystem: 'static,
+    <TP as Transport>::Error: 'static,
+{
+    dst: ArrowStreamDestination,
+    dst_parts: Option<Vec<ArrowStreamPartitionWriter>>,
+    src_parts: Option<Vec<S::Partition>>,
+    dorder: DataOrder,
+    src_schema: Vec<S::TypeSystem>,
+    dst_schema: Vec<ArrowStreamTypeSystem>,
+    _phantom: PhantomData<TP>,
+}
+
+impl<'a, S, TP> ArrowBatchIter<S, TP>
+where
+    S: Source + 'a,
+    TP: Transport<
+        TSS = S::TypeSystem,
+        TSD = ArrowStreamTypeSystem,
+        S = S,
+        D = ArrowStreamDestination,
+    >,
+{
+    pub fn new(
+        src: S,
+        mut dst: ArrowStreamDestination,
+        origin_query: Option<String>,
+        queries: &[CXQuery<String>],
+    ) -> Result<Self, TP::Error> {
+        let dispatcher = Dispatcher::<_, _, TP>::new(src, &mut dst, queries, origin_query);
+        let (dorder, src_parts, dst_parts, src_schema, dst_schema) = dispatcher.prepare()?;
+
+        Ok(Self {
+            dst,
+            dst_parts: Some(dst_parts),
+            src_parts: Some(src_parts),
+            dorder,
+            src_schema,
+            dst_schema,
+            _phantom: PhantomData,
+        })
+    }
+
+    fn run(&mut self) {
+        let src_schema = self.src_schema.clone();
+        let dst_schema = self.dst_schema.clone();
+        let src_partitions = self.src_parts.take().unwrap();
+        let dst_partitions = self.dst_parts.take().unwrap();
+        let dorder = self.dorder;
+
+        std::thread::spawn(move || -> Result<(), TP::Error> {
+            let schemas: Vec<_> = src_schema
+                .iter()
+                .zip_eq(&dst_schema)
+                .map(|(&src_ty, &dst_ty)| (src_ty, dst_ty))
+                .collect();
+
+            debug!("Start writing");
+            // parse and write
+            dst_partitions
+                .into_par_iter()
+                .zip_eq(src_partitions)
+                .enumerate()
+                .try_for_each(|(i, (mut dst, mut src))| -> Result<(), TP::Error> {
+                    let mut parser = src.parser()?;
+
+                    match dorder {
+                        DataOrder::RowMajor => loop {
+                            let (n, is_last) = parser.fetch_next()?;
+                            dst.aquire_row(n)?;
+                            for _ in 0..n {
+                                #[allow(clippy::needless_range_loop)]
+                                for col in 0..dst.ncols() {
+                                    {
+                                        let (s1, s2) = schemas[col];
+                                        TP::process(s1, s2, &mut parser, &mut dst)?;
+                                    }
+                                }
+                            }
+                            if is_last {
+                                break;
+                            }
+                        },
+                        DataOrder::ColumnMajor => loop {
+                            let (n, is_last) = parser.fetch_next()?;
+                            dst.aquire_row(n)?;
+                            #[allow(clippy::needless_range_loop)]
+                            for col in 0..dst.ncols() {
+                                for _ in 0..n {
+                                    {
+                                        let (s1, s2) = schemas[col];
+                                        TP::process(s1, s2, &mut parser, &mut dst)?;
+                                    }
+                                }
+                            }
+                            if is_last {
+                                break;
+                            }
+                        },
+                    }
+
+                    debug!("Finalize partition {}", i);
+                    dst.finalize()?;
+                    debug!("Partition {} finished", i);
+                    Ok(())
+                })?;
+
+            debug!("Writing finished");
+
+            Ok(())
+        });
+    }
+}
+
+impl<'a, S, TP> Iterator for ArrowBatchIter<S, TP>
+where
+    S: Source + 'a,
+    TP: Transport<
+        TSS = S::TypeSystem,
+        TSD = ArrowStreamTypeSystem,
+        S = S,
+        D = ArrowStreamDestination,
+    >,
+{
+    type Item = RecordBatch;
+    /// NOTE: not thread safe
+    fn next(&mut self) -> Option<Self::Item> {
+        self.dst.record_batch().unwrap()
+    }
+}
+
+pub trait RecordBatchIterator {
+    fn get_schema(&self) -> (RecordBatch, &[String]);
+    fn prepare(&mut self);
+    fn next_batch(&mut self) -> Option<RecordBatch>;
+}
+
+impl<'a, S, TP> RecordBatchIterator for ArrowBatchIter<S, TP>
+where
+    S: Source + 'a,
+    TP: Transport<
+        TSS = S::TypeSystem,
+        TSD = ArrowStreamTypeSystem,
+        S = S,
+        D = ArrowStreamDestination,
+    >,
+{
+    fn get_schema(&self) -> (RecordBatch, &[String]) {
+        (self.dst.empty_batch(), self.dst.names())
+    }
+
+    fn prepare(&mut self) {
+        self.run();
+    }
+
+    fn next_batch(&mut self) -> Option<RecordBatch> {
+        self.next()
+    }
+}
diff --git a/connectorx/src/constants.rs b/connectorx/src/constants.rs
new file mode 100644
index 0000000..b65cca4
--- /dev/null
+++ b/connectorx/src/constants.rs
@@ -0,0 +1,40 @@
+#[cfg(any(feature = "dst_arrow", feature = "dst_arrow2"))]
+pub(crate) const SECONDS_IN_DAY: i64 = 86_400;
+
+#[allow(dead_code)]
+const KILO: usize = 1 << 10;
+
+#[cfg(any(feature = "dst_arrow", feature = "dst_arrow2"))]
+pub const RECORD_BATCH_SIZE: usize = 64 * KILO;
+
+#[cfg(any(
+    feature = "src_postgres",
+    feature = "src_mysql",
+    feature = "src_oracle",
+    feature = "src_mssql"
+))]
+pub const DB_BUFFER_SIZE: usize = 32;
+
+#[cfg(any(feature = "src_oracle"))]
+pub const ORACLE_ARRAY_SIZE: u32 = KILO as u32;
+
+#[cfg(all(not(debug_assertions), feature = "federation"))]
+pub const J4RS_BASE_PATH: &str = "../target/release";
+
+#[cfg(all(debug_assertions, feature = "federation"))]
+pub const J4RS_BASE_PATH: &str = "../target/debug";
+
+#[cfg(feature = "federation")]
+pub const CX_REWRITER_PATH: &str =
+    "../connectorx-python/connectorx/dependencies/federated-rewriter.jar";
+
+#[cfg(feature = "federation")]
+pub const POSTGRES_JDBC_DRIVER: &str = "org.postgresql.Driver";
+
+#[cfg(feature = "federation")]
+pub const MYSQL_JDBC_DRIVER: &str = "com.mysql.cj.jdbc.Driver";
+
+#[cfg(feature = "federation")]
+pub const DUCKDB_JDBC_DRIVER: &str = "org.duckdb.DuckDBDriver";
+
+pub const CONNECTORX_PROTOCOL: &str = "cxprotocol";
diff --git a/connectorx/src/data_order.rs b/connectorx/src/data_order.rs
new file mode 100644
index 0000000..d865f3c
--- /dev/null
+++ b/connectorx/src/data_order.rs
@@ -0,0 +1,27 @@
+//! This module provides two data orders: row-wise and column-wise for tabular data,
+//! as well as a function to coordinate the data order between source and destination.
+
+use crate::errors::ConnectorXError;
+use fehler::{throw, throws};
+#[derive(Copy, Clone, Eq, PartialEq, Debug)]
+pub enum DataOrder {
+    RowMajor,
+    ColumnMajor,
+}
+
+/// Given the supported data order from source and destination, decide the optimal data order
+/// for producing and writing.
+#[throws(ConnectorXError)]
+pub fn coordinate(src: &[DataOrder], dst: &[DataOrder]) -> DataOrder {
+    assert!(!src.is_empty() && !dst.is_empty());
+
+    match (src, dst) {
+        ([s, ..], [d, ..]) if s == d => *s,
+        ([s, ..], [_, d, ..]) if s == d => *s,
+        ([_, s, ..], [d, ..]) if s == d => *s,
+        _ => throw!(ConnectorXError::CannotResolveDataOrder(
+            src.to_vec(),
+            dst.to_vec()
+        )),
+    }
+}
diff --git a/connectorx/src/destinations/arrow/arrow_assoc.rs b/connectorx/src/destinations/arrow/arrow_assoc.rs
new file mode 100644
index 0000000..cd6b01d
--- /dev/null
+++ b/connectorx/src/destinations/arrow/arrow_assoc.rs
@@ -0,0 +1,338 @@
+use super::errors::{ArrowDestinationError, Result};
+use crate::constants::SECONDS_IN_DAY;
+use arrow::array::{
+    ArrayBuilder, BooleanBuilder, Date32Builder, Date64Builder, Float32Builder, Float64Builder,
+    Int32Builder, Int64Builder, LargeBinaryBuilder, StringBuilder, Time64NanosecondBuilder,
+    TimestampNanosecondBuilder, UInt32Builder, UInt64Builder,
+};
+use arrow::datatypes::Field;
+use arrow::datatypes::{DataType as ArrowDataType, TimeUnit};
+use chrono::{DateTime, NaiveDate, NaiveDateTime, NaiveTime, Timelike, Utc};
+use fehler::throws;
+
+/// Associate arrow builder with native type
+pub trait ArrowAssoc {
+    type Builder: ArrayBuilder + Send;
+
+    fn builder(nrows: usize) -> Self::Builder;
+    fn append(builder: &mut Self::Builder, value: Self) -> Result<()>;
+    fn field(header: &str) -> Field;
+}
+
+macro_rules! impl_arrow_assoc {
+    ($T:ty, $AT:expr, $B:ty) => {
+        impl ArrowAssoc for $T {
+            type Builder = $B;
+
+            fn builder(nrows: usize) -> Self::Builder {
+                Self::Builder::with_capacity(nrows)
+            }
+
+            #[throws(ArrowDestinationError)]
+            fn append(builder: &mut Self::Builder, value: Self) {
+                builder.append_value(value);
+            }
+
+            fn field(header: &str) -> Field {
+                Field::new(header, $AT, false)
+            }
+        }
+
+        impl ArrowAssoc for Option<$T> {
+            type Builder = $B;
+
+            fn builder(nrows: usize) -> Self::Builder {
+                Self::Builder::with_capacity(nrows)
+            }
+
+            #[throws(ArrowDestinationError)]
+            fn append(builder: &mut Self::Builder, value: Self) {
+                builder.append_option(value);
+            }
+
+            fn field(header: &str) -> Field {
+                Field::new(header, $AT, true)
+            }
+        }
+    };
+}
+
+impl_arrow_assoc!(u32, ArrowDataType::UInt32, UInt32Builder);
+impl_arrow_assoc!(u64, ArrowDataType::UInt64, UInt64Builder);
+impl_arrow_assoc!(i32, ArrowDataType::Int32, Int32Builder);
+impl_arrow_assoc!(i64, ArrowDataType::Int64, Int64Builder);
+impl_arrow_assoc!(f32, ArrowDataType::Float32, Float32Builder);
+impl_arrow_assoc!(f64, ArrowDataType::Float64, Float64Builder);
+impl_arrow_assoc!(bool, ArrowDataType::Boolean, BooleanBuilder);
+
+impl ArrowAssoc for &str {
+    type Builder = StringBuilder;
+
+    fn builder(nrows: usize) -> Self::Builder {
+        StringBuilder::with_capacity(1024, nrows)
+    }
+
+    #[throws(ArrowDestinationError)]
+    fn append(builder: &mut Self::Builder, value: Self) {
+        builder.append_value(value);
+    }
+
+    fn field(header: &str) -> Field {
+        Field::new(header, ArrowDataType::Utf8, false)
+    }
+}
+
+impl ArrowAssoc for Option<&str> {
+    type Builder = StringBuilder;
+
+    fn builder(nrows: usize) -> Self::Builder {
+        StringBuilder::with_capacity(1024, nrows)
+    }
+
+    #[throws(ArrowDestinationError)]
+    fn append(builder: &mut Self::Builder, value: Self) {
+        match value {
+            Some(s) => builder.append_value(s),
+            None => builder.append_null(),
+        }
+    }
+
+    fn field(header: &str) -> Field {
+        Field::new(header, ArrowDataType::Utf8, true)
+    }
+}
+
+impl ArrowAssoc for String {
+    type Builder = StringBuilder;
+
+    fn builder(nrows: usize) -> Self::Builder {
+        StringBuilder::with_capacity(1024, nrows)
+    }
+
+    #[throws(ArrowDestinationError)]
+    fn append(builder: &mut Self::Builder, value: String) {
+        builder.append_value(value.as_str());
+    }
+
+    fn field(header: &str) -> Field {
+        Field::new(header, ArrowDataType::Utf8, false)
+    }
+}
+
+impl ArrowAssoc for Option<String> {
+    type Builder = StringBuilder;
+
+    fn builder(nrows: usize) -> Self::Builder {
+        StringBuilder::with_capacity(1024, nrows)
+    }
+
+    #[throws(ArrowDestinationError)]
+    fn append(builder: &mut Self::Builder, value: Self) {
+        match value {
+            Some(s) => builder.append_value(s.as_str()),
+            None => builder.append_null(),
+        }
+    }
+
+    fn field(header: &str) -> Field {
+        Field::new(header, ArrowDataType::Utf8, true)
+    }
+}
+
+impl ArrowAssoc for DateTime<Utc> {
+    type Builder = TimestampNanosecondBuilder;
+
+    fn builder(nrows: usize) -> Self::Builder {
+        TimestampNanosecondBuilder::with_capacity(nrows)
+    }
+
+    #[throws(ArrowDestinationError)]
+    fn append(builder: &mut Self::Builder, value: DateTime<Utc>) {
+        builder.append_value(value.timestamp_nanos())
+    }
+
+    fn field(header: &str) -> Field {
+        Field::new(
+            header,
+            ArrowDataType::Timestamp(TimeUnit::Nanosecond, None),
+            false,
+        )
+    }
+}
+
+impl ArrowAssoc for Option<DateTime<Utc>> {
+    type Builder = TimestampNanosecondBuilder;
+
+    fn builder(nrows: usize) -> Self::Builder {
+        TimestampNanosecondBuilder::with_capacity(nrows)
+    }
+
+    #[throws(ArrowDestinationError)]
+    fn append(builder: &mut Self::Builder, value: Option<DateTime<Utc>>) {
+        builder.append_option(value.map(|x| x.timestamp_nanos()))
+    }
+
+    fn field(header: &str) -> Field {
+        Field::new(
+            header,
+            ArrowDataType::Timestamp(TimeUnit::Nanosecond, None),
+            true,
+        )
+    }
+}
+
+fn naive_date_to_arrow(nd: NaiveDate) -> i32 {
+    match nd.and_hms_opt(0, 0, 0) {
+        Some(dt) => (dt.timestamp() / SECONDS_IN_DAY) as i32,
+        None => panic!("and_hms_opt got None from {:?}", nd),
+    }
+}
+
+fn naive_datetime_to_arrow(nd: NaiveDateTime) -> i64 {
+    nd.timestamp_millis()
+}
+
+impl ArrowAssoc for Option<NaiveDate> {
+    type Builder = Date32Builder;
+
+    fn builder(nrows: usize) -> Self::Builder {
+        Date32Builder::with_capacity(nrows)
+    }
+
+    fn append(builder: &mut Self::Builder, value: Option<NaiveDate>) -> Result<()> {
+        builder.append_option(value.map(naive_date_to_arrow));
+        Ok(())
+    }
+
+    fn field(header: &str) -> Field {
+        Field::new(header, ArrowDataType::Date32, true)
+    }
+}
+
+impl ArrowAssoc for NaiveDate {
+    type Builder = Date32Builder;
+
+    fn builder(nrows: usize) -> Self::Builder {
+        Date32Builder::with_capacity(nrows)
+    }
+
+    fn append(builder: &mut Self::Builder, value: NaiveDate) -> Result<()> {
+        builder.append_value(naive_date_to_arrow(value));
+        Ok(())
+    }
+
+    fn field(header: &str) -> Field {
+        Field::new(header, ArrowDataType::Date32, false)
+    }
+}
+
+impl ArrowAssoc for Option<NaiveDateTime> {
+    type Builder = Date64Builder;
+
+    fn builder(nrows: usize) -> Self::Builder {
+        Date64Builder::with_capacity(nrows)
+    }
+
+    fn append(builder: &mut Self::Builder, value: Option<NaiveDateTime>) -> Result<()> {
+        builder.append_option(value.map(naive_datetime_to_arrow));
+        Ok(())
+    }
+
+    fn field(header: &str) -> Field {
+        Field::new(header, ArrowDataType::Date64, true)
+    }
+}
+
+impl ArrowAssoc for NaiveDateTime {
+    type Builder = Date64Builder;
+
+    fn builder(nrows: usize) -> Self::Builder {
+        Date64Builder::with_capacity(nrows)
+    }
+
+    fn append(builder: &mut Self::Builder, value: NaiveDateTime) -> Result<()> {
+        builder.append_value(naive_datetime_to_arrow(value));
+        Ok(())
+    }
+
+    fn field(header: &str) -> Field {
+        Field::new(header, ArrowDataType::Date64, false)
+    }
+}
+
+impl ArrowAssoc for Option<NaiveTime> {
+    type Builder = Time64NanosecondBuilder;
+
+    fn builder(nrows: usize) -> Self::Builder {
+        Time64NanosecondBuilder::with_capacity(nrows)
+    }
+
+    fn append(builder: &mut Self::Builder, value: Option<NaiveTime>) -> Result<()> {
+        builder.append_option(
+            value.map(|t| {
+                t.num_seconds_from_midnight() as i64 * 1_000_000_000 + t.nanosecond() as i64
+            }),
+        );
+        Ok(())
+    }
+
+    fn field(header: &str) -> Field {
+        Field::new(header, ArrowDataType::Time64(TimeUnit::Nanosecond), true)
+    }
+}
+
+impl ArrowAssoc for NaiveTime {
+    type Builder = Time64NanosecondBuilder;
+
+    fn builder(nrows: usize) -> Self::Builder {
+        Time64NanosecondBuilder::with_capacity(nrows)
+    }
+
+    fn append(builder: &mut Self::Builder, value: NaiveTime) -> Result<()> {
+        builder.append_value(
+            value.num_seconds_from_midnight() as i64 * 1_000_000_000 + value.nanosecond() as i64,
+        );
+        Ok(())
+    }
+
+    fn field(header: &str) -> Field {
+        Field::new(header, ArrowDataType::Time64(TimeUnit::Nanosecond), false)
+    }
+}
+
+impl ArrowAssoc for Option<Vec<u8>> {
+    type Builder = LargeBinaryBuilder;
+
+    fn builder(nrows: usize) -> Self::Builder {
+        LargeBinaryBuilder::with_capacity(1024, nrows)
+    }
+
+    fn append(builder: &mut Self::Builder, value: Self) -> Result<()> {
+        match value {
+            Some(v) => builder.append_value(v),
+            None => builder.append_null(),
+        };
+        Ok(())
+    }
+
+    fn field(header: &str) -> Field {
+        Field::new(header, ArrowDataType::LargeBinary, true)
+    }
+}
+
+impl ArrowAssoc for Vec<u8> {
+    type Builder = LargeBinaryBuilder;
+
+    fn builder(nrows: usize) -> Self::Builder {
+        LargeBinaryBuilder::with_capacity(1024, nrows)
+    }
+
+    fn append(builder: &mut Self::Builder, value: Self) -> Result<()> {
+        builder.append_value(value);
+        Ok(())
+    }
+
+    fn field(header: &str) -> Field {
+        Field::new(header, ArrowDataType::LargeBinary, false)
+    }
+}
diff --git a/connectorx/src/destinations/arrow/errors.rs b/connectorx/src/destinations/arrow/errors.rs
new file mode 100644
index 0000000..85d4177
--- /dev/null
+++ b/connectorx/src/destinations/arrow/errors.rs
@@ -0,0 +1,16 @@
+use thiserror::Error;
+
+pub type Result<T> = std::result::Result<T, ArrowDestinationError>;
+
+#[derive(Error, Debug)]
+pub enum ArrowDestinationError {
+    #[error(transparent)]
+    ArrowError(#[from] arrow::error::ArrowError),
+
+    #[error(transparent)]
+    ConnectorXError(#[from] crate::errors::ConnectorXError),
+
+    /// Any other errors that are too trivial to be put here explicitly.
+    #[error(transparent)]
+    Other(#[from] anyhow::Error),
+}
diff --git a/connectorx/src/destinations/arrow/funcs.rs b/connectorx/src/destinations/arrow/funcs.rs
new file mode 100644
index 0000000..0bcd0f7
--- /dev/null
+++ b/connectorx/src/destinations/arrow/funcs.rs
@@ -0,0 +1,74 @@
+use super::arrow_assoc::ArrowAssoc;
+use super::Builder;
+use crate::errors::Result;
+use crate::typesystem::{ParameterizedFunc, ParameterizedOn};
+use anyhow::anyhow;
+use arrow::array::{ArrayBuilder, ArrayRef};
+use arrow::datatypes::Field;
+
+pub struct FNewBuilder;
+
+impl ParameterizedFunc for FNewBuilder {
+    type Function = fn(nrows: usize) -> Builder;
+}
+
+impl<T> ParameterizedOn<T> for FNewBuilder
+where
+    T: ArrowAssoc,
+{
+    fn parameterize() -> Self::Function {
+        fn imp<T>(nrows: usize) -> Builder
+        where
+            T: ArrowAssoc,
+        {
+            Box::new(T::builder(nrows)) as Builder
+        }
+        imp::<T>
+    }
+}
+
+pub struct FFinishBuilder;
+
+impl ParameterizedFunc for FFinishBuilder {
+    type Function = fn(Builder) -> Result<ArrayRef>;
+}
+
+impl<T> ParameterizedOn<T> for FFinishBuilder
+where
+    T: ArrowAssoc,
+{
+    fn parameterize() -> Self::Function {
+        fn imp<T>(mut builder: Builder) -> Result<ArrayRef>
+        where
+            T: ArrowAssoc,
+        {
+            let t = builder
+                .downcast_mut::<T::Builder>()
+                .ok_or_else(|| anyhow!("cannot cast arrow builder for finish"))?;
+            let a = ArrayBuilder::finish(t);
+            Ok(a)
+        }
+        imp::<T>
+    }
+}
+
+pub struct FNewField;
+
+impl ParameterizedFunc for FNewField {
+    type Function = fn(header: &str) -> Field;
+}
+
+impl<T> ParameterizedOn<T> for FNewField
+where
+    T: ArrowAssoc,
+{
+    fn parameterize() -> Self::Function {
+        fn imp<T>(header: &str) -> Field
+        where
+            T: ArrowAssoc,
+        {
+            T::field(header)
+        }
+        imp::<T>
+    }
+}
diff --git a/connectorx/src/destinations/arrow/mod.rs b/connectorx/src/destinations/arrow/mod.rs
new file mode 100644
index 0000000..96f7102
--- /dev/null
+++ b/connectorx/src/destinations/arrow/mod.rs
@@ -0,0 +1,276 @@
+//! Destination implementation for Arrow and Polars.
+
+mod arrow_assoc;
+mod errors;
+mod funcs;
+pub mod typesystem;
+
+pub use self::errors::{ArrowDestinationError, Result};
+pub use self::typesystem::ArrowTypeSystem;
+use super::{Consume, Destination, DestinationPartition};
+use crate::constants::RECORD_BATCH_SIZE;
+use crate::data_order::DataOrder;
+use crate::typesystem::{Realize, TypeAssoc, TypeSystem};
+use anyhow::anyhow;
+use arrow::{datatypes::Schema, record_batch::RecordBatch};
+use arrow_assoc::ArrowAssoc;
+use fehler::{throw, throws};
+use funcs::{FFinishBuilder, FNewBuilder, FNewField};
+use itertools::Itertools;
+use std::{
+    any::Any,
+    sync::{Arc, Mutex},
+};
+
+type Builder = Box<dyn Any + Send>;
+type Builders = Vec<Builder>;
+
+pub struct ArrowDestination {
+    schema: Vec<ArrowTypeSystem>,
+    names: Vec<String>,
+    data: Arc<Mutex<Vec<RecordBatch>>>,
+    arrow_schema: Arc<Schema>,
+    batch_size: usize,
+}
+
+impl Default for ArrowDestination {
+    fn default() -> Self {
+        ArrowDestination {
+            schema: vec![],
+            names: vec![],
+            data: Arc::new(Mutex::new(vec![])),
+            arrow_schema: Arc::new(Schema::empty()),
+            batch_size: RECORD_BATCH_SIZE,
+        }
+    }
+}
+
+impl ArrowDestination {
+    pub fn new() -> Self {
+        Self::default()
+    }
+
+    pub fn new_with_batch_size(batch_size: usize) -> Self {
+        ArrowDestination {
+            schema: vec![],
+            names: vec![],
+            data: Arc::new(Mutex::new(vec![])),
+            arrow_schema: Arc::new(Schema::empty()),
+            batch_size,
+        }
+    }
+}
+
+impl Destination for ArrowDestination {
+    const DATA_ORDERS: &'static [DataOrder] = &[DataOrder::ColumnMajor, DataOrder::RowMajor];
+    type TypeSystem = ArrowTypeSystem;
+    type Partition<'a> = ArrowPartitionWriter;
+    type Error = ArrowDestinationError;
+
+    fn needs_count(&self) -> bool {
+        false
+    }
+
+    #[throws(ArrowDestinationError)]
+    fn allocate<S: AsRef<str>>(
+        &mut self,
+        _nrow: usize,
+        names: &[S],
+        schema: &[ArrowTypeSystem],
+        data_order: DataOrder,
+    ) {
+        // todo: support colmajor
+        if !matches!(data_order, DataOrder::RowMajor) {
+            throw!(crate::errors::ConnectorXError::UnsupportedDataOrder(
+                data_order
+            ))
+        }
+
+        // parse the metadata
+        self.schema = schema.to_vec();
+        self.names = names.iter().map(|n| n.as_ref().to_string()).collect();
+        let fields = self
+            .schema
+            .iter()
+            .zip_eq(&self.names)
+            .map(|(&dt, h)| Ok(Realize::<FNewField>::realize(dt)?(h.as_str())))
+            .collect::<Result<Vec<_>>>()?;
+        self.arrow_schema = Arc::new(Schema::new(fields));
+    }
+
+    #[throws(ArrowDestinationError)]
+    fn partition(&mut self, counts: usize) -> Vec<Self::Partition<'_>> {
+        let mut partitions = vec![];
+        for _ in 0..counts {
+            partitions.push(ArrowPartitionWriter::new(
+                self.schema.clone(),
+                Arc::clone(&self.data),
+                Arc::clone(&self.arrow_schema),
+                self.batch_size,
+            )?);
+        }
+        partitions
+    }
+
+    fn schema(&self) -> &[ArrowTypeSystem] {
+        self.schema.as_slice()
+    }
+}
+
+impl ArrowDestination {
+    #[throws(ArrowDestinationError)]
+    pub fn arrow(self) -> Vec<RecordBatch> {
+        let lock = Arc::try_unwrap(self.data).map_err(|_| anyhow!("Partitions are not freed"))?;
+        lock.into_inner()
+            .map_err(|e| anyhow!("mutex poisoned {}", e))?
+    }
+
+    #[throws(ArrowDestinationError)]
+    pub fn record_batch(&mut self) -> Option<RecordBatch> {
+        let mut guard = self
+            .data
+            .lock()
+            .map_err(|e| anyhow!("mutex poisoned {}", e))?;
+        (*guard).pop()
+    }
+
+    pub fn empty_batch(&self) -> RecordBatch {
+        RecordBatch::new_empty(self.arrow_schema.clone())
+    }
+
+    pub fn arrow_schema(&self) -> Arc<Schema> {
+        self.arrow_schema.clone()
+    }
+
+    pub fn names(&self) -> &[String] {
+        self.names.as_slice()
+    }
+}
+
+pub struct ArrowPartitionWriter {
+    schema: Vec<ArrowTypeSystem>,
+    builders: Option<Builders>,
+    current_row: usize,
+    current_col: usize,
+    data: Arc<Mutex<Vec<RecordBatch>>>,
+    arrow_schema: Arc<Schema>,
+    batch_size: usize,
+}
+
+// unsafe impl Sync for ArrowPartitionWriter {}
+
+impl ArrowPartitionWriter {
+    #[throws(ArrowDestinationError)]
+    fn new(
+        schema: Vec<ArrowTypeSystem>,
+        data: Arc<Mutex<Vec<RecordBatch>>>,
+        arrow_schema: Arc<Schema>,
+        batch_size: usize,
+    ) -> Self {
+        let mut pw = ArrowPartitionWriter {
+            schema,
+            builders: None,
+            current_row: 0,
+            current_col: 0,
+            data,
+            arrow_schema,
+            batch_size,
+        };
+        pw.allocate()?;
+        pw
+    }
+
+    #[throws(ArrowDestinationError)]
+    fn allocate(&mut self) {
+        let builders = self
+            .schema
+            .iter()
+            .map(|dt| Ok(Realize::<FNewBuilder>::realize(*dt)?(self.batch_size)))
+            .collect::<Result<Vec<_>>>()?;
+        self.builders.replace(builders);
+    }
+
+    #[throws(ArrowDestinationError)]
+    fn flush(&mut self) {
+        let builders = self
+            .builders
+            .take()
+            .unwrap_or_else(|| panic!("arrow builder is none when flush!"));
+        let columns = builders
+            .into_iter()
+            .zip(self.schema.iter())
+            .map(|(builder, &dt)| Realize::<FFinishBuilder>::realize(dt)?(builder))
+            .collect::<std::result::Result<Vec<_>, crate::errors::ConnectorXError>>()?;
+        let rb = RecordBatch::try_new(Arc::clone(&self.arrow_schema), columns)?;
+        {
+            let mut guard = self
+                .data
+                .lock()
+                .map_err(|e| anyhow!("mutex poisoned {}", e))?;
+            let inner_data = &mut *guard;
+            inner_data.push(rb);
+        }
+
+        self.current_row = 0;
+        self.current_col = 0;
+    }
+}
+
+impl<'a> DestinationPartition<'a> for ArrowPartitionWriter {
+    type TypeSystem = ArrowTypeSystem;
+    type Error = ArrowDestinationError;
+
+    #[throws(ArrowDestinationError)]
+    fn finalize(&mut self) {
+        if self.builders.is_some() {
+            self.flush()?;
+        }
+    }
+
+    #[throws(ArrowDestinationError)]
+    fn aquire_row(&mut self, _n: usize) -> usize {
+        self.current_row
+    }
+
+    fn ncols(&self) -> usize {
+        self.schema.len()
+    }
+}
+
+impl<'a, T> Consume<T> for ArrowPartitionWriter
+where
+    T: TypeAssoc<<Self as DestinationPartition<'a>>::TypeSystem> + ArrowAssoc + 'static,
+{
+    type Error = ArrowDestinationError;
+
+    #[throws(ArrowDestinationError)]
+    fn consume(&mut self, value: T) {
+        let col = self.current_col;
+        self.current_col = (self.current_col + 1) % self.ncols();
+        self.schema[col].check::<T>()?;
+
+        loop {
+            match &mut self.builders {
+                Some(builders) => {
+                    <T as ArrowAssoc>::append(
+                        builders[col]
+                            .downcast_mut::<T::Builder>()
+                            .ok_or_else(|| anyhow!("cannot cast arrow builder for append"))?,
+                        value,
+                    )?;
+                    break;
+                }
+                None => self.allocate()?, // allocate if builders are not initialized
+            }
+        }
+
+        // flush if exceed batch_size
+        if self.current_col == 0 {
+            self.current_row += 1;
+            if self.current_row >= self.batch_size {
+                self.flush()?;
+                self.allocate()?;
+            }
+        }
+    }
+}
diff --git a/connectorx/src/destinations/arrow/typesystem.rs b/connectorx/src/destinations/arrow/typesystem.rs
new file mode 100644
index 0000000..a6997a2
--- /dev/null
+++ b/connectorx/src/destinations/arrow/typesystem.rs
@@ -0,0 +1,38 @@
+use crate::impl_typesystem;
+use chrono::{DateTime, NaiveDate, NaiveDateTime, NaiveTime, Utc};
+
+#[derive(Debug, Clone, Copy, PartialEq, Eq, Hash, PartialOrd, Ord)]
+pub enum ArrowTypeSystem {
+    Int32(bool),
+    Int64(bool),
+    UInt32(bool),
+    UInt64(bool),
+    Float32(bool),
+    Float64(bool),
+    Boolean(bool),
+    LargeUtf8(bool),
+    LargeBinary(bool),
+    Date32(bool),
+    Date64(bool),
+    Time64(bool),
+    DateTimeTz(bool),
+}
+
+impl_typesystem! {
+    system = ArrowTypeSystem,
+    mappings = {
+        { Int32      => i32           }
+        { Int64      => i64           }
+        { UInt32     => u32           }
+        { UInt64     => u64           }
+        { Float64    => f64           }
+        { Float32    => f32           }
+        { Boolean    => bool          }
+        { LargeUtf8  => String        }
+        { LargeBinary => Vec<u8>      }
+        { Date32     => NaiveDate     }
+        { Date64     => NaiveDateTime }
+        { Time64     => NaiveTime     }
+        { DateTimeTz => DateTime<Utc> }
+    }
+}
diff --git a/connectorx/src/destinations/arrow2/arrow_assoc.rs b/connectorx/src/destinations/arrow2/arrow_assoc.rs
new file mode 100644
index 0000000..db6d585
--- /dev/null
+++ b/connectorx/src/destinations/arrow2/arrow_assoc.rs
@@ -0,0 +1,451 @@
+use arrow2::{
+    array::*,
+    datatypes::{DataType as ArrowDataType, Field, TimeUnit},
+};
+use chrono::{DateTime, NaiveDate, NaiveDateTime, NaiveTime, Timelike, Utc};
+
+use crate::constants::SECONDS_IN_DAY;
+
+/// Associate arrow builder with native type
+pub trait ArrowAssoc {
+    type Builder: MutableArray + 'static + Send;
+
+    fn builder(nrows: usize) -> Self::Builder;
+    fn push(builder: &mut Self::Builder, value: Self);
+    fn field(header: &str) -> Field;
+}
+
+macro_rules! impl_arrow_assoc {
+    ($T:ty, $AT:expr, $B:ty) => {
+        impl ArrowAssoc for $T {
+            type Builder = $B;
+
+            fn builder(nrows: usize) -> Self::Builder {
+                Self::Builder::with_capacity(nrows)
+            }
+
+            #[inline]
+            fn push(builder: &mut Self::Builder, value: Self) {
+                builder.push(Some(value));
+            }
+
+            fn field(header: &str) -> Field {
+                Field::new(header, $AT, false)
+            }
+        }
+
+        impl ArrowAssoc for Option<$T> {
+            type Builder = $B;
+
+            fn builder(nrows: usize) -> Self::Builder {
+                Self::Builder::with_capacity(nrows)
+            }
+
+            #[inline]
+            fn push(builder: &mut Self::Builder, value: Self) {
+                builder.push(value);
+            }
+
+            fn field(header: &str) -> Field {
+                Field::new(header, $AT, true)
+            }
+        }
+    };
+}
+
+impl_arrow_assoc!(u32, ArrowDataType::UInt32, MutablePrimitiveArray<u32>);
+impl_arrow_assoc!(u64, ArrowDataType::UInt64, MutablePrimitiveArray<u64>);
+impl_arrow_assoc!(i32, ArrowDataType::Int32, MutablePrimitiveArray<i32>);
+impl_arrow_assoc!(i64, ArrowDataType::Int64, MutablePrimitiveArray<i64>);
+impl_arrow_assoc!(f32, ArrowDataType::Float32, MutablePrimitiveArray<f32>);
+impl_arrow_assoc!(f64, ArrowDataType::Float64, MutablePrimitiveArray<f64>);
+impl_arrow_assoc!(bool, ArrowDataType::Boolean, MutableBooleanArray);
+
+macro_rules! impl_arrow_assoc_vec {
+    ($T:ty, $PT:ty, $AT:expr) => {
+        impl ArrowAssoc for Vec<$T> {
+            type Builder = MutableListArray<i64, $PT>;
+
+            fn builder(nrows: usize) -> Self::Builder {
+                MutableListArray::<i64, $PT>::with_capacity(nrows)
+            }
+
+            #[inline]
+            fn push(builder: &mut Self::Builder, value: Self) {
+                let val: Vec<Option<$T>> = value.into_iter().map(|v| Some(v)).collect();
+                builder.try_push(Some(val)).unwrap();
+            }
+
+            fn field(header: &str) -> Field {
+                Field::new(
+                    header,
+                    ArrowDataType::LargeList(Box::new(Field::new("", $AT, false))),
+                    false,
+                )
+            }
+        }
+
+        impl ArrowAssoc for Option<Vec<$T>> {
+            type Builder = MutableListArray<i64, $PT>;
+
+            fn builder(nrows: usize) -> Self::Builder {
+                MutableListArray::<i64, $PT>::with_capacity(nrows)
+            }
+
+            #[inline]
+            fn push(builder: &mut Self::Builder, value: Self) {
+                match value {
+                    Some(values) => {
+                        let val: Vec<Option<$T>> = values.into_iter().map(|v| Some(v)).collect();
+                        builder.try_push(Some(val)).unwrap();
+                    }
+                    None => builder.push_null(),
+                }
+            }
+
+            fn field(header: &str) -> Field {
+                Field::new(
+                    header,
+                    ArrowDataType::LargeList(Box::new(Field::new("", $AT, false))),
+                    true,
+                )
+            }
+        }
+    };
+}
+
+macro_rules! impl_arrow_assoc_primitive_vec {
+    ($T:ty, $AT:expr) => {
+        impl_arrow_assoc_vec!($T, MutablePrimitiveArray<$T>, $AT);
+    };
+}
+
+impl_arrow_assoc_vec!(bool, MutableBooleanArray, ArrowDataType::Boolean);
+impl_arrow_assoc_primitive_vec!(i32, ArrowDataType::Int32);
+impl_arrow_assoc_primitive_vec!(i64, ArrowDataType::Int64);
+impl_arrow_assoc_primitive_vec!(u32, ArrowDataType::UInt32);
+impl_arrow_assoc_primitive_vec!(u64, ArrowDataType::UInt64);
+impl_arrow_assoc_primitive_vec!(f32, ArrowDataType::Float32);
+impl_arrow_assoc_primitive_vec!(f64, ArrowDataType::Float64);
+
+impl ArrowAssoc for &str {
+    type Builder = MutableUtf8Array<i64>;
+
+    fn builder(nrows: usize) -> Self::Builder {
+        MutableUtf8Array::<i64>::with_capacity(nrows)
+    }
+
+    #[inline]
+    fn push(builder: &mut Self::Builder, value: Self) {
+        builder.push(Some(value));
+    }
+
+    fn field(header: &str) -> Field {
+        Field::new(header, ArrowDataType::LargeUtf8, false)
+    }
+}
+
+impl ArrowAssoc for Option<&str> {
+    type Builder = MutableUtf8Array<i64>;
+
+    fn builder(nrows: usize) -> Self::Builder {
+        MutableUtf8Array::<i64>::with_capacity(nrows)
+    }
+
+    #[inline]
+    fn push(builder: &mut Self::Builder, value: Self) {
+        builder.push(value);
+    }
+
+    fn field(header: &str) -> Field {
+        Field::new(header, ArrowDataType::LargeUtf8, true)
+    }
+}
+
+impl ArrowAssoc for String {
+    type Builder = MutableUtf8Array<i64>;
+
+    fn builder(nrows: usize) -> Self::Builder {
+        MutableUtf8Array::<i64>::with_capacity(nrows)
+    }
+
+    #[inline]
+    fn push(builder: &mut Self::Builder, value: String) {
+        builder.push(Some(value));
+    }
+
+    fn field(header: &str) -> Field {
+        Field::new(header, ArrowDataType::LargeUtf8, false)
+    }
+}
+
+impl ArrowAssoc for Option<String> {
+    type Builder = MutableUtf8Array<i64>;
+
+    fn builder(nrows: usize) -> Self::Builder {
+        MutableUtf8Array::with_capacity(nrows)
+    }
+
+    #[inline]
+    fn push(builder: &mut Self::Builder, value: Self) {
+        builder.push(value);
+    }
+
+    fn field(header: &str) -> Field {
+        Field::new(header, ArrowDataType::LargeUtf8, true)
+    }
+}
+
+impl ArrowAssoc for DateTime<Utc> {
+    type Builder = MutablePrimitiveArray<i64>;
+
+    fn builder(nrows: usize) -> Self::Builder {
+        MutablePrimitiveArray::with_capacity(nrows).to(ArrowDataType::Timestamp(
+            TimeUnit::Nanosecond,
+            Some("UTC".to_string()),
+        ))
+    }
+
+    #[inline]
+    fn push(builder: &mut Self::Builder, value: DateTime<Utc>) {
+        builder.push(Some(value).map(|x| x.timestamp_nanos()));
+    }
+
+    fn field(header: &str) -> Field {
+        Field::new(
+            header,
+            ArrowDataType::Timestamp(TimeUnit::Nanosecond, Some("UTC".to_string())),
+            true,
+        )
+    }
+}
+
+impl ArrowAssoc for Option<DateTime<Utc>> {
+    type Builder = MutablePrimitiveArray<i64>;
+
+    fn builder(nrows: usize) -> Self::Builder {
+        MutablePrimitiveArray::with_capacity(nrows).to(ArrowDataType::Timestamp(
+            TimeUnit::Nanosecond,
+            Some("UTC".to_string()),
+        ))
+    }
+
+    #[inline]
+    fn push(builder: &mut Self::Builder, value: Option<DateTime<Utc>>) {
+        builder.push(value.map(|x| x.timestamp_nanos()));
+    }
+
+    fn field(header: &str) -> Field {
+        Field::new(
+            header,
+            ArrowDataType::Timestamp(TimeUnit::Nanosecond, Some("UTC".to_string())),
+            false,
+        )
+    }
+}
+
+fn naive_date_to_date32(nd: NaiveDate) -> i32 {
+    match nd.and_hms_opt(0, 0, 0) {
+        Some(dt) => (dt.timestamp() / SECONDS_IN_DAY) as i32,
+        None => panic!("and_hms_opt got None from {:?}", nd),
+    }
+}
+
+fn naive_time_to_time64_nanos(nd: NaiveTime) -> i64 {
+    nd.num_seconds_from_midnight() as i64 * 1_000_000_000 + nd.nanosecond() as i64
+}
+
+impl ArrowAssoc for Option<NaiveDate> {
+    type Builder = MutablePrimitiveArray<i32>;
+
+    fn builder(nrows: usize) -> Self::Builder {
+        MutablePrimitiveArray::with_capacity(nrows).to(ArrowDataType::Date32)
+    }
+
+    #[inline]
+    fn push(builder: &mut Self::Builder, value: Option<NaiveDate>) {
+        builder.push(value.map(naive_date_to_date32));
+    }
+
+    fn field(header: &str) -> Field {
+        Field::new(header, ArrowDataType::Date32, true)
+    }
+}
+
+impl ArrowAssoc for NaiveDate {
+    type Builder = MutablePrimitiveArray<i32>;
+
+    fn builder(nrows: usize) -> Self::Builder {
+        MutablePrimitiveArray::with_capacity(nrows).to(ArrowDataType::Date32)
+    }
+
+    #[inline]
+    fn push(builder: &mut Self::Builder, value: NaiveDate) {
+        builder.push(Some(naive_date_to_date32(value)));
+    }
+
+    fn field(header: &str) -> Field {
+        Field::new(header, ArrowDataType::Date32, false)
+    }
+}
+
+impl ArrowAssoc for Option<NaiveDateTime> {
+    type Builder = MutablePrimitiveArray<i64>;
+
+    fn builder(nrows: usize) -> Self::Builder {
+        // naive => None
+        MutablePrimitiveArray::with_capacity(nrows)
+            .to(ArrowDataType::Timestamp(TimeUnit::Nanosecond, None))
+    }
+
+    #[inline]
+    fn push(builder: &mut Self::Builder, value: Option<NaiveDateTime>) {
+        builder.push(value.map(|x| x.timestamp_nanos()));
+    }
+
+    fn field(header: &str) -> Field {
+        // naive => None
+        Field::new(
+            header,
+            ArrowDataType::Timestamp(TimeUnit::Nanosecond, None),
+            true,
+        )
+    }
+}
+
+impl ArrowAssoc for NaiveDateTime {
+    type Builder = MutablePrimitiveArray<i64>;
+
+    fn builder(nrows: usize) -> Self::Builder {
+        // naive => None
+        MutablePrimitiveArray::with_capacity(nrows)
+            .to(ArrowDataType::Timestamp(TimeUnit::Nanosecond, None))
+    }
+
+    fn push(builder: &mut Self::Builder, value: NaiveDateTime) {
+        builder.push(Some(value).map(|x| x.timestamp_nanos()));
+    }
+
+    fn field(header: &str) -> Field {
+        // naive => None
+        Field::new(
+            header,
+            ArrowDataType::Timestamp(TimeUnit::Nanosecond, None),
+            true,
+        )
+    }
+}
+
+impl ArrowAssoc for Option<NaiveTime> {
+    type Builder = MutablePrimitiveArray<i64>;
+
+    fn builder(nrows: usize) -> Self::Builder {
+        MutablePrimitiveArray::with_capacity(nrows).to(ArrowDataType::Time64(TimeUnit::Nanosecond))
+    }
+
+    fn push(builder: &mut Self::Builder, value: Option<NaiveTime>) {
+        builder.push(value.map(naive_time_to_time64_nanos));
+    }
+
+    fn field(header: &str) -> Field {
+        Field::new(header, ArrowDataType::Time64(TimeUnit::Nanosecond), true)
+    }
+}
+
+impl ArrowAssoc for NaiveTime {
+    type Builder = MutablePrimitiveArray<i64>;
+
+    fn builder(nrows: usize) -> Self::Builder {
+        MutablePrimitiveArray::with_capacity(nrows).to(ArrowDataType::Time64(TimeUnit::Nanosecond))
+    }
+
+    fn push(builder: &mut Self::Builder, value: NaiveTime) {
+        builder.push(Some(value).map(naive_time_to_time64_nanos));
+    }
+
+    fn field(header: &str) -> Field {
+        Field::new(header, ArrowDataType::Time64(TimeUnit::Nanosecond), false)
+    }
+}
+
+impl ArrowAssoc for Option<Vec<u8>> {
+    type Builder = MutableBinaryArray<i64>;
+
+    fn builder(nrows: usize) -> Self::Builder {
+        MutableBinaryArray::with_capacity(nrows)
+    }
+
+    #[inline]
+    fn push(builder: &mut Self::Builder, value: Self) {
+        builder.push(value);
+    }
+
+    fn field(header: &str) -> Field {
+        Field::new(header, ArrowDataType::LargeBinary, true)
+    }
+}
+
+impl ArrowAssoc for Vec<u8> {
+    type Builder = MutableBinaryArray<i64>;
+
+    fn builder(nrows: usize) -> Self::Builder {
+        MutableBinaryArray::with_capacity(nrows)
+    }
+
+    #[inline]
+    fn push(builder: &mut Self::Builder, value: Self) {
+        builder.push(Some(value));
+    }
+
+    fn field(header: &str) -> Field {
+        Field::new(header, ArrowDataType::LargeBinary, false)
+    }
+}
+
+impl ArrowAssoc for Option<Vec<String>> {
+    type Builder = MutableListArray<i64, MutableUtf8Array<i64>>;
+
+    fn builder(nrows: usize) -> Self::Builder {
+        MutableListArray::with_capacity(nrows)
+    }
+
+    fn push(builder: &mut Self::Builder, value: Self) {
+        let mut string_array: Vec<Option<String>> = vec![];
+        match value {
+            Some(value) => {
+                for sub_value in value {
+                    string_array.push(Some(sub_value))
+                }
+
+                builder.try_push(Some(string_array)).unwrap();
+            }
+            None => {
+                builder.try_push(Some(string_array)).unwrap();
+            }
+        };
+    }
+
+    fn field(header: &str) -> Field {
+        Field::new(header, ArrowDataType::LargeUtf8, true)
+    }
+}
+
+impl ArrowAssoc for Vec<String> {
+    type Builder = MutableListArray<i64, MutableUtf8Array<i64>>;
+
+    fn builder(nrows: usize) -> Self::Builder {
+        MutableListArray::with_capacity(nrows)
+    }
+
+    fn push(builder: &mut Self::Builder, value: Self) {
+        let mut string_array: Vec<Option<String>> = vec![];
+        for sub_value in value {
+            string_array.push(Some(sub_value))
+        }
+        builder.try_push(Some(string_array)).unwrap();
+    }
+
+    fn field(header: &str) -> Field {
+        Field::new(header, ArrowDataType::LargeUtf8, false)
+    }
+}
diff --git a/connectorx/src/destinations/arrow2/errors.rs b/connectorx/src/destinations/arrow2/errors.rs
new file mode 100644
index 0000000..f9856b7
--- /dev/null
+++ b/connectorx/src/destinations/arrow2/errors.rs
@@ -0,0 +1,19 @@
+use thiserror::Error;
+
+pub type Result<T> = std::result::Result<T, Arrow2DestinationError>;
+
+#[derive(Error, Debug)]
+pub enum Arrow2DestinationError {
+    #[error(transparent)]
+    ArrowError(#[from] arrow2::error::Error),
+
+    #[error(transparent)]
+    PolarsError(#[from] polars::error::PolarsError),
+
+    #[error(transparent)]
+    ConnectorXError(#[from] crate::errors::ConnectorXError),
+
+    /// Any other errors that are too trivial to be put here explicitly.
+    #[error(transparent)]
+    Other(#[from] anyhow::Error),
+}
diff --git a/connectorx/src/destinations/arrow2/funcs.rs b/connectorx/src/destinations/arrow2/funcs.rs
new file mode 100644
index 0000000..666f7bd
--- /dev/null
+++ b/connectorx/src/destinations/arrow2/funcs.rs
@@ -0,0 +1,76 @@
+use super::arrow_assoc::ArrowAssoc;
+use super::Builder;
+use crate::errors::Result;
+use crate::typesystem::{ParameterizedFunc, ParameterizedOn};
+use anyhow::anyhow;
+use arrow2::array::{Array, MutableArray};
+use arrow2::datatypes::Field;
+
+pub struct FNewBuilder;
+
+impl ParameterizedFunc for FNewBuilder {
+    type Function = fn(nrows: usize) -> Builder;
+}
+
+impl<T> ParameterizedOn<T> for FNewBuilder
+where
+    T: ArrowAssoc,
+{
+    fn parameterize() -> Self::Function {
+        fn imp<T>(nrows: usize) -> Builder
+        where
+            T: ArrowAssoc,
+        {
+            Box::new(T::builder(nrows)) as Builder
+        }
+        imp::<T>
+    }
+}
+
+pub struct FFinishBuilder;
+
+impl ParameterizedFunc for FFinishBuilder {
+    type Function = fn(Builder) -> Result<Box<dyn Array>>;
+}
+
+impl<T> ParameterizedOn<T> for FFinishBuilder
+where
+    T: ArrowAssoc,
+{
+    fn parameterize() -> Self::Function {
+        fn imp<T>(mut builder: Builder) -> Result<Box<dyn Array>>
+        where
+            T: ArrowAssoc,
+        {
+            builder.shrink_to_fit();
+            Ok(MutableArray::as_box(
+                builder
+                    .as_mut_any()
+                    .downcast_mut::<T::Builder>()
+                    .ok_or_else(|| anyhow!("cannot cast arrow builder for finish"))?,
+            ))
+        }
+        imp::<T>
+    }
+}
+
+pub struct FNewField;
+
+impl ParameterizedFunc for FNewField {
+    type Function = fn(header: &str) -> Field;
+}
+
+impl<T> ParameterizedOn<T> for FNewField
+where
+    T: ArrowAssoc,
+{
+    fn parameterize() -> Self::Function {
+        fn imp<T>(header: &str) -> Field
+        where
+            T: ArrowAssoc,
+        {
+            T::field(header)
+        }
+        imp::<T>
+    }
+}
diff --git a/connectorx/src/destinations/arrow2/mod.rs b/connectorx/src/destinations/arrow2/mod.rs
new file mode 100644
index 0000000..3545de2
--- /dev/null
+++ b/connectorx/src/destinations/arrow2/mod.rs
@@ -0,0 +1,284 @@
+//! Destination implementation for Arrow2.
+
+mod arrow_assoc;
+mod errors;
+mod funcs;
+pub mod typesystem;
+
+use super::{Consume, Destination, DestinationPartition};
+use crate::constants::RECORD_BATCH_SIZE;
+use crate::data_order::DataOrder;
+use crate::typesystem::{Realize, TypeAssoc, TypeSystem};
+use anyhow::anyhow;
+use arrow2::array::{Array, MutableArray};
+use arrow2::chunk::Chunk;
+use arrow2::datatypes::{Field, Schema};
+use arrow_assoc::ArrowAssoc;
+pub use errors::{Arrow2DestinationError, Result};
+use fehler::throw;
+use fehler::throws;
+use funcs::{FFinishBuilder, FNewBuilder, FNewField};
+use polars::prelude::{DataFrame, PolarsError, Series};
+use std::convert::TryFrom;
+use std::sync::{Arc, Mutex};
+pub use typesystem::Arrow2TypeSystem;
+
+type Builder = Box<dyn MutableArray + 'static + Send>;
+type Builders = Vec<Builder>;
+type ChunkBuffer = Arc<Mutex<Vec<Chunk<Box<dyn Array>>>>>;
+
+pub struct Arrow2Destination {
+    schema: Vec<Arrow2TypeSystem>,
+    names: Vec<String>,
+    data: ChunkBuffer,
+    arrow_schema: Arc<Schema>,
+}
+
+impl Default for Arrow2Destination {
+    fn default() -> Self {
+        Arrow2Destination {
+            schema: vec![],
+            names: vec![],
+            data: Arc::new(Mutex::new(vec![])),
+            arrow_schema: Arc::new(Schema::default()),
+        }
+    }
+}
+
+impl Arrow2Destination {
+    pub fn new() -> Self {
+        Self::default()
+    }
+}
+
+impl Destination for Arrow2Destination {
+    const DATA_ORDERS: &'static [DataOrder] = &[DataOrder::ColumnMajor, DataOrder::RowMajor];
+    type TypeSystem = Arrow2TypeSystem;
+    type Partition<'a> = ArrowPartitionWriter;
+    type Error = Arrow2DestinationError;
+
+    fn needs_count(&self) -> bool {
+        false
+    }
+
+    #[throws(Arrow2DestinationError)]
+    fn allocate<S: AsRef<str>>(
+        &mut self,
+        _nrows: usize,
+        names: &[S],
+        schema: &[Arrow2TypeSystem],
+        data_order: DataOrder,
+    ) {
+        // todo: support colmajor
+        if !matches!(data_order, DataOrder::RowMajor) {
+            throw!(crate::errors::ConnectorXError::UnsupportedDataOrder(
+                data_order
+            ))
+        }
+
+        // parse the metadata
+        self.schema = schema.to_vec();
+        self.names = names.iter().map(|n| n.as_ref().to_string()).collect();
+        let fields = self
+            .schema
+            .iter()
+            .zip(&self.names)
+            .map(|(&dt, h)| Ok(Realize::<FNewField>::realize(dt)?(h.as_str())))
+            .collect::<Result<Vec<_>>>()?;
+        self.arrow_schema = Arc::new(Schema::from(fields));
+    }
+
+    #[throws(Arrow2DestinationError)]
+    fn partition(&mut self, counts: usize) -> Vec<Self::Partition<'_>> {
+        let mut partitions = vec![];
+        for _ in 0..counts {
+            partitions.push(ArrowPartitionWriter::new(
+                self.schema.clone(),
+                Arc::clone(&self.data),
+            )?);
+        }
+        partitions
+    }
+
+    fn schema(&self) -> &[Arrow2TypeSystem] {
+        self.schema.as_slice()
+    }
+}
+
+impl Arrow2Destination {
+    #[throws(Arrow2DestinationError)]
+    pub fn arrow(self) -> (Vec<Chunk<Box<dyn Array>>>, Arc<Schema>) {
+        let lock = Arc::try_unwrap(self.data).map_err(|_| anyhow!("Partitions are not freed"))?;
+        (
+            lock.into_inner()
+                .map_err(|e| anyhow!("mutex poisoned {}", e))?,
+            self.arrow_schema,
+        )
+    }
+
+    #[throws(Arrow2DestinationError)]
+    pub fn polars(self) -> DataFrame {
+        let (rbs, schema): (Vec<Chunk<Box<dyn Array>>>, Arc<Schema>) = self.arrow()?;
+        //let fields = schema.fields.as_slice();
+        let fields: &[Field] = schema.fields.as_slice();
+
+        // This should be in polars but their version needs updating.
+        // Whave placed this here contained in an inner function until the fix is merged upstream
+        fn try_from(
+            chunks: (Vec<Chunk<Box<dyn Array>>>, &[Field]),
+        ) -> std::result::Result<DataFrame, PolarsError> {
+            use polars::prelude::NamedFrom;
+
+            let mut series: Vec<Series> = vec![];
+
+            for chunk in chunks.0.into_iter() {
+                let columns_results: std::result::Result<Vec<Series>, PolarsError> = chunk
+                    .into_arrays()
+                    .into_iter()
+                    .zip(chunks.1)
+                    .map(|(arr, field)| {
+                        let a = Series::try_from((field.name.as_str(), arr)).map_err(|_| {
+                            PolarsError::ComputeError("Couldn't build Series from box".into())
+                        });
+                        a
+                    })
+                    .collect();
+
+                let columns = columns_results?;
+
+                if series.is_empty() {
+                    for col in columns.iter() {
+                        let name = col.name().to_string();
+                        series.push(Series::new(&name, col));
+                    }
+                    continue;
+                }
+
+                for (i, col) in columns.into_iter().enumerate() {
+                    series[i].append(&col)?;
+                }
+            }
+
+            DataFrame::new(series)
+        }
+
+        try_from((rbs, fields)).unwrap()
+    }
+}
+
+pub struct ArrowPartitionWriter {
+    schema: Vec<Arrow2TypeSystem>,
+    builders: Option<Builders>,
+    current_row: usize,
+    current_col: usize,
+    data: ChunkBuffer,
+}
+
+impl ArrowPartitionWriter {
+    #[throws(Arrow2DestinationError)]
+    fn new(schema: Vec<Arrow2TypeSystem>, data: ChunkBuffer) -> Self {
+        let mut pw = ArrowPartitionWriter {
+            schema,
+            builders: None,
+            current_row: 0,
+            current_col: 0,
+            data,
+        };
+        pw.allocate()?;
+        pw
+    }
+
+    #[throws(Arrow2DestinationError)]
+    fn allocate(&mut self) {
+        let builders = self
+            .schema
+            .iter()
+            .map(|&dt| Ok(Realize::<FNewBuilder>::realize(dt)?(RECORD_BATCH_SIZE)))
+            .collect::<Result<Vec<_>>>()?;
+        self.builders.replace(builders);
+    }
+
+    #[throws(Arrow2DestinationError)]
+    fn flush(&mut self) {
+        let builders = self
+            .builders
+            .take()
+            .unwrap_or_else(|| panic!("arrow builder is none when flush!"));
+
+        let columns = builders
+            .into_iter()
+            .zip(self.schema.iter())
+            .map(|(builder, &dt)| Realize::<FFinishBuilder>::realize(dt)?(builder))
+            .collect::<std::result::Result<Vec<Box<dyn Array>>, crate::errors::ConnectorXError>>(
+            )?;
+
+        let rb = Chunk::try_new(columns)?;
+        {
+            let mut guard = self
+                .data
+                .lock()
+                .map_err(|e| anyhow!("mutex poisoned {}", e))?;
+            let inner_data = &mut *guard;
+            inner_data.push(rb);
+        }
+        self.current_row = 0;
+        self.current_col = 0;
+    }
+}
+
+impl<'a> DestinationPartition<'a> for ArrowPartitionWriter {
+    type TypeSystem = Arrow2TypeSystem;
+    type Error = Arrow2DestinationError;
+
+    fn ncols(&self) -> usize {
+        self.schema.len()
+    }
+
+    #[throws(Arrow2DestinationError)]
+    fn finalize(&mut self) {
+        if self.builders.is_some() {
+            self.flush()?;
+        }
+    }
+
+    #[throws(Arrow2DestinationError)]
+    fn aquire_row(&mut self, _n: usize) -> usize {
+        self.current_row
+    }
+}
+
+impl<'a, T> Consume<T> for ArrowPartitionWriter
+where
+    T: TypeAssoc<<Self as DestinationPartition<'a>>::TypeSystem> + ArrowAssoc + 'static,
+{
+    type Error = Arrow2DestinationError;
+
+    #[throws(Arrow2DestinationError)]
+    fn consume(&mut self, value: T) {
+        let col = self.current_col;
+        self.current_col = (self.current_col + 1) % self.ncols();
+        self.schema[col].check::<T>()?;
+
+        match &mut self.builders {
+            Some(builders) => {
+                <T as ArrowAssoc>::push(
+                    builders[col]
+                        .as_mut_any()
+                        .downcast_mut::<T::Builder>()
+                        .ok_or_else(|| anyhow!("cannot cast arrow builder for append"))?,
+                    value,
+                );
+            }
+            None => throw!(anyhow!("arrow arrays are empty!")),
+        }
+
+        // flush if exceed batch_size
+        if self.current_col == 0 {
+            self.current_row += 1;
+            if self.current_row >= RECORD_BATCH_SIZE {
+                self.flush()?;
+                self.allocate()?;
+            }
+        }
+    }
+}
diff --git a/connectorx/src/destinations/arrow2/typesystem.rs b/connectorx/src/destinations/arrow2/typesystem.rs
new file mode 100644
index 0000000..ffb222b
--- /dev/null
+++ b/connectorx/src/destinations/arrow2/typesystem.rs
@@ -0,0 +1,54 @@
+use crate::impl_typesystem;
+use chrono::{DateTime, NaiveDate, NaiveDateTime, NaiveTime, Utc};
+
+#[derive(Debug, Clone, Copy, PartialEq, Eq, Hash, PartialOrd, Ord)]
+pub enum Arrow2TypeSystem {
+    Int32(bool),
+    Int64(bool),
+    UInt32(bool),
+    UInt64(bool),
+    Float32(bool),
+    Float64(bool),
+    Boolean(bool),
+    LargeUtf8(bool),
+    LargeBinary(bool),
+    Date32(bool),
+    Date64(bool),
+    Time64(bool),
+    DateTimeTz(bool),
+    BoolArray(bool),
+    Int32Array(bool),
+    Int64Array(bool),
+    UInt32Array(bool),
+    UInt64Array(bool),
+    Float32Array(bool),
+    Float64Array(bool),
+    Utf8Array(bool),
+}
+
+impl_typesystem! {
+    system = Arrow2TypeSystem,
+    mappings = {
+        { Int32      => i32           }
+        { Int64      => i64           }
+        { UInt32     => u32           }
+        { UInt64     => u64           }
+        { Float64    => f64           }
+        { Float32    => f32           }
+        { Boolean    => bool          }
+        { LargeUtf8  => String        }
+        { LargeBinary => Vec<u8>      }
+        { Date32     => NaiveDate     }
+        { Date64     => NaiveDateTime }
+        { Time64     => NaiveTime     }
+        { DateTimeTz => DateTime<Utc> }
+        { BoolArray  => Vec<bool>     }
+        { Int32Array => Vec<i32>      }
+        { Int64Array => Vec<i64>      }
+        { UInt32Array => Vec<u32>     }
+        { UInt64Array => Vec<u64>     }
+        { Float32Array => Vec<f32>    }
+        { Float64Array => Vec<f64>    }
+        { Utf8Array => Vec<String>    }
+    }
+}
diff --git a/connectorx/src/destinations/arrowstream/arrow_assoc.rs b/connectorx/src/destinations/arrowstream/arrow_assoc.rs
new file mode 100644
index 0000000..cd6b01d
--- /dev/null
+++ b/connectorx/src/destinations/arrowstream/arrow_assoc.rs
@@ -0,0 +1,338 @@
+use super::errors::{ArrowDestinationError, Result};
+use crate::constants::SECONDS_IN_DAY;
+use arrow::array::{
+    ArrayBuilder, BooleanBuilder, Date32Builder, Date64Builder, Float32Builder, Float64Builder,
+    Int32Builder, Int64Builder, LargeBinaryBuilder, StringBuilder, Time64NanosecondBuilder,
+    TimestampNanosecondBuilder, UInt32Builder, UInt64Builder,
+};
+use arrow::datatypes::Field;
+use arrow::datatypes::{DataType as ArrowDataType, TimeUnit};
+use chrono::{DateTime, NaiveDate, NaiveDateTime, NaiveTime, Timelike, Utc};
+use fehler::throws;
+
+/// Associate arrow builder with native type
+pub trait ArrowAssoc {
+    type Builder: ArrayBuilder + Send;
+
+    fn builder(nrows: usize) -> Self::Builder;
+    fn append(builder: &mut Self::Builder, value: Self) -> Result<()>;
+    fn field(header: &str) -> Field;
+}
+
+macro_rules! impl_arrow_assoc {
+    ($T:ty, $AT:expr, $B:ty) => {
+        impl ArrowAssoc for $T {
+            type Builder = $B;
+
+            fn builder(nrows: usize) -> Self::Builder {
+                Self::Builder::with_capacity(nrows)
+            }
+
+            #[throws(ArrowDestinationError)]
+            fn append(builder: &mut Self::Builder, value: Self) {
+                builder.append_value(value);
+            }
+
+            fn field(header: &str) -> Field {
+                Field::new(header, $AT, false)
+            }
+        }
+
+        impl ArrowAssoc for Option<$T> {
+            type Builder = $B;
+
+            fn builder(nrows: usize) -> Self::Builder {
+                Self::Builder::with_capacity(nrows)
+            }
+
+            #[throws(ArrowDestinationError)]
+            fn append(builder: &mut Self::Builder, value: Self) {
+                builder.append_option(value);
+            }
+
+            fn field(header: &str) -> Field {
+                Field::new(header, $AT, true)
+            }
+        }
+    };
+}
+
+impl_arrow_assoc!(u32, ArrowDataType::UInt32, UInt32Builder);
+impl_arrow_assoc!(u64, ArrowDataType::UInt64, UInt64Builder);
+impl_arrow_assoc!(i32, ArrowDataType::Int32, Int32Builder);
+impl_arrow_assoc!(i64, ArrowDataType::Int64, Int64Builder);
+impl_arrow_assoc!(f32, ArrowDataType::Float32, Float32Builder);
+impl_arrow_assoc!(f64, ArrowDataType::Float64, Float64Builder);
+impl_arrow_assoc!(bool, ArrowDataType::Boolean, BooleanBuilder);
+
+impl ArrowAssoc for &str {
+    type Builder = StringBuilder;
+
+    fn builder(nrows: usize) -> Self::Builder {
+        StringBuilder::with_capacity(1024, nrows)
+    }
+
+    #[throws(ArrowDestinationError)]
+    fn append(builder: &mut Self::Builder, value: Self) {
+        builder.append_value(value);
+    }
+
+    fn field(header: &str) -> Field {
+        Field::new(header, ArrowDataType::Utf8, false)
+    }
+}
+
+impl ArrowAssoc for Option<&str> {
+    type Builder = StringBuilder;
+
+    fn builder(nrows: usize) -> Self::Builder {
+        StringBuilder::with_capacity(1024, nrows)
+    }
+
+    #[throws(ArrowDestinationError)]
+    fn append(builder: &mut Self::Builder, value: Self) {
+        match value {
+            Some(s) => builder.append_value(s),
+            None => builder.append_null(),
+        }
+    }
+
+    fn field(header: &str) -> Field {
+        Field::new(header, ArrowDataType::Utf8, true)
+    }
+}
+
+impl ArrowAssoc for String {
+    type Builder = StringBuilder;
+
+    fn builder(nrows: usize) -> Self::Builder {
+        StringBuilder::with_capacity(1024, nrows)
+    }
+
+    #[throws(ArrowDestinationError)]
+    fn append(builder: &mut Self::Builder, value: String) {
+        builder.append_value(value.as_str());
+    }
+
+    fn field(header: &str) -> Field {
+        Field::new(header, ArrowDataType::Utf8, false)
+    }
+}
+
+impl ArrowAssoc for Option<String> {
+    type Builder = StringBuilder;
+
+    fn builder(nrows: usize) -> Self::Builder {
+        StringBuilder::with_capacity(1024, nrows)
+    }
+
+    #[throws(ArrowDestinationError)]
+    fn append(builder: &mut Self::Builder, value: Self) {
+        match value {
+            Some(s) => builder.append_value(s.as_str()),
+            None => builder.append_null(),
+        }
+    }
+
+    fn field(header: &str) -> Field {
+        Field::new(header, ArrowDataType::Utf8, true)
+    }
+}
+
+impl ArrowAssoc for DateTime<Utc> {
+    type Builder = TimestampNanosecondBuilder;
+
+    fn builder(nrows: usize) -> Self::Builder {
+        TimestampNanosecondBuilder::with_capacity(nrows)
+    }
+
+    #[throws(ArrowDestinationError)]
+    fn append(builder: &mut Self::Builder, value: DateTime<Utc>) {
+        builder.append_value(value.timestamp_nanos())
+    }
+
+    fn field(header: &str) -> Field {
+        Field::new(
+            header,
+            ArrowDataType::Timestamp(TimeUnit::Nanosecond, None),
+            false,
+        )
+    }
+}
+
+impl ArrowAssoc for Option<DateTime<Utc>> {
+    type Builder = TimestampNanosecondBuilder;
+
+    fn builder(nrows: usize) -> Self::Builder {
+        TimestampNanosecondBuilder::with_capacity(nrows)
+    }
+
+    #[throws(ArrowDestinationError)]
+    fn append(builder: &mut Self::Builder, value: Option<DateTime<Utc>>) {
+        builder.append_option(value.map(|x| x.timestamp_nanos()))
+    }
+
+    fn field(header: &str) -> Field {
+        Field::new(
+            header,
+            ArrowDataType::Timestamp(TimeUnit::Nanosecond, None),
+            true,
+        )
+    }
+}
+
+fn naive_date_to_arrow(nd: NaiveDate) -> i32 {
+    match nd.and_hms_opt(0, 0, 0) {
+        Some(dt) => (dt.timestamp() / SECONDS_IN_DAY) as i32,
+        None => panic!("and_hms_opt got None from {:?}", nd),
+    }
+}
+
+fn naive_datetime_to_arrow(nd: NaiveDateTime) -> i64 {
+    nd.timestamp_millis()
+}
+
+impl ArrowAssoc for Option<NaiveDate> {
+    type Builder = Date32Builder;
+
+    fn builder(nrows: usize) -> Self::Builder {
+        Date32Builder::with_capacity(nrows)
+    }
+
+    fn append(builder: &mut Self::Builder, value: Option<NaiveDate>) -> Result<()> {
+        builder.append_option(value.map(naive_date_to_arrow));
+        Ok(())
+    }
+
+    fn field(header: &str) -> Field {
+        Field::new(header, ArrowDataType::Date32, true)
+    }
+}
+
+impl ArrowAssoc for NaiveDate {
+    type Builder = Date32Builder;
+
+    fn builder(nrows: usize) -> Self::Builder {
+        Date32Builder::with_capacity(nrows)
+    }
+
+    fn append(builder: &mut Self::Builder, value: NaiveDate) -> Result<()> {
+        builder.append_value(naive_date_to_arrow(value));
+        Ok(())
+    }
+
+    fn field(header: &str) -> Field {
+        Field::new(header, ArrowDataType::Date32, false)
+    }
+}
+
+impl ArrowAssoc for Option<NaiveDateTime> {
+    type Builder = Date64Builder;
+
+    fn builder(nrows: usize) -> Self::Builder {
+        Date64Builder::with_capacity(nrows)
+    }
+
+    fn append(builder: &mut Self::Builder, value: Option<NaiveDateTime>) -> Result<()> {
+        builder.append_option(value.map(naive_datetime_to_arrow));
+        Ok(())
+    }
+
+    fn field(header: &str) -> Field {
+        Field::new(header, ArrowDataType::Date64, true)
+    }
+}
+
+impl ArrowAssoc for NaiveDateTime {
+    type Builder = Date64Builder;
+
+    fn builder(nrows: usize) -> Self::Builder {
+        Date64Builder::with_capacity(nrows)
+    }
+
+    fn append(builder: &mut Self::Builder, value: NaiveDateTime) -> Result<()> {
+        builder.append_value(naive_datetime_to_arrow(value));
+        Ok(())
+    }
+
+    fn field(header: &str) -> Field {
+        Field::new(header, ArrowDataType::Date64, false)
+    }
+}
+
+impl ArrowAssoc for Option<NaiveTime> {
+    type Builder = Time64NanosecondBuilder;
+
+    fn builder(nrows: usize) -> Self::Builder {
+        Time64NanosecondBuilder::with_capacity(nrows)
+    }
+
+    fn append(builder: &mut Self::Builder, value: Option<NaiveTime>) -> Result<()> {
+        builder.append_option(
+            value.map(|t| {
+                t.num_seconds_from_midnight() as i64 * 1_000_000_000 + t.nanosecond() as i64
+            }),
+        );
+        Ok(())
+    }
+
+    fn field(header: &str) -> Field {
+        Field::new(header, ArrowDataType::Time64(TimeUnit::Nanosecond), true)
+    }
+}
+
+impl ArrowAssoc for NaiveTime {
+    type Builder = Time64NanosecondBuilder;
+
+    fn builder(nrows: usize) -> Self::Builder {
+        Time64NanosecondBuilder::with_capacity(nrows)
+    }
+
+    fn append(builder: &mut Self::Builder, value: NaiveTime) -> Result<()> {
+        builder.append_value(
+            value.num_seconds_from_midnight() as i64 * 1_000_000_000 + value.nanosecond() as i64,
+        );
+        Ok(())
+    }
+
+    fn field(header: &str) -> Field {
+        Field::new(header, ArrowDataType::Time64(TimeUnit::Nanosecond), false)
+    }
+}
+
+impl ArrowAssoc for Option<Vec<u8>> {
+    type Builder = LargeBinaryBuilder;
+
+    fn builder(nrows: usize) -> Self::Builder {
+        LargeBinaryBuilder::with_capacity(1024, nrows)
+    }
+
+    fn append(builder: &mut Self::Builder, value: Self) -> Result<()> {
+        match value {
+            Some(v) => builder.append_value(v),
+            None => builder.append_null(),
+        };
+        Ok(())
+    }
+
+    fn field(header: &str) -> Field {
+        Field::new(header, ArrowDataType::LargeBinary, true)
+    }
+}
+
+impl ArrowAssoc for Vec<u8> {
+    type Builder = LargeBinaryBuilder;
+
+    fn builder(nrows: usize) -> Self::Builder {
+        LargeBinaryBuilder::with_capacity(1024, nrows)
+    }
+
+    fn append(builder: &mut Self::Builder, value: Self) -> Result<()> {
+        builder.append_value(value);
+        Ok(())
+    }
+
+    fn field(header: &str) -> Field {
+        Field::new(header, ArrowDataType::LargeBinary, false)
+    }
+}
diff --git a/connectorx/src/destinations/arrowstream/errors.rs b/connectorx/src/destinations/arrowstream/errors.rs
new file mode 100644
index 0000000..85d4177
--- /dev/null
+++ b/connectorx/src/destinations/arrowstream/errors.rs
@@ -0,0 +1,16 @@
+use thiserror::Error;
+
+pub type Result<T> = std::result::Result<T, ArrowDestinationError>;
+
+#[derive(Error, Debug)]
+pub enum ArrowDestinationError {
+    #[error(transparent)]
+    ArrowError(#[from] arrow::error::ArrowError),
+
+    #[error(transparent)]
+    ConnectorXError(#[from] crate::errors::ConnectorXError),
+
+    /// Any other errors that are too trivial to be put here explicitly.
+    #[error(transparent)]
+    Other(#[from] anyhow::Error),
+}
diff --git a/connectorx/src/destinations/arrowstream/funcs.rs b/connectorx/src/destinations/arrowstream/funcs.rs
new file mode 100644
index 0000000..0bcd0f7
--- /dev/null
+++ b/connectorx/src/destinations/arrowstream/funcs.rs
@@ -0,0 +1,74 @@
+use super::arrow_assoc::ArrowAssoc;
+use super::Builder;
+use crate::errors::Result;
+use crate::typesystem::{ParameterizedFunc, ParameterizedOn};
+use anyhow::anyhow;
+use arrow::array::{ArrayBuilder, ArrayRef};
+use arrow::datatypes::Field;
+
+pub struct FNewBuilder;
+
+impl ParameterizedFunc for FNewBuilder {
+    type Function = fn(nrows: usize) -> Builder;
+}
+
+impl<T> ParameterizedOn<T> for FNewBuilder
+where
+    T: ArrowAssoc,
+{
+    fn parameterize() -> Self::Function {
+        fn imp<T>(nrows: usize) -> Builder
+        where
+            T: ArrowAssoc,
+        {
+            Box::new(T::builder(nrows)) as Builder
+        }
+        imp::<T>
+    }
+}
+
+pub struct FFinishBuilder;
+
+impl ParameterizedFunc for FFinishBuilder {
+    type Function = fn(Builder) -> Result<ArrayRef>;
+}
+
+impl<T> ParameterizedOn<T> for FFinishBuilder
+where
+    T: ArrowAssoc,
+{
+    fn parameterize() -> Self::Function {
+        fn imp<T>(mut builder: Builder) -> Result<ArrayRef>
+        where
+            T: ArrowAssoc,
+        {
+            let t = builder
+                .downcast_mut::<T::Builder>()
+                .ok_or_else(|| anyhow!("cannot cast arrow builder for finish"))?;
+            let a = ArrayBuilder::finish(t);
+            Ok(a)
+        }
+        imp::<T>
+    }
+}
+
+pub struct FNewField;
+
+impl ParameterizedFunc for FNewField {
+    type Function = fn(header: &str) -> Field;
+}
+
+impl<T> ParameterizedOn<T> for FNewField
+where
+    T: ArrowAssoc,
+{
+    fn parameterize() -> Self::Function {
+        fn imp<T>(header: &str) -> Field
+        where
+            T: ArrowAssoc,
+        {
+            T::field(header)
+        }
+        imp::<T>
+    }
+}
diff --git a/connectorx/src/destinations/arrowstream/mod.rs b/connectorx/src/destinations/arrowstream/mod.rs
new file mode 100644
index 0000000..d8487a2
--- /dev/null
+++ b/connectorx/src/destinations/arrowstream/mod.rs
@@ -0,0 +1,290 @@
+//! Destination implementation for Arrow and Polars.
+
+mod arrow_assoc;
+mod errors;
+mod funcs;
+pub mod typesystem;
+
+pub use self::errors::{ArrowDestinationError, Result};
+pub use self::typesystem::ArrowTypeSystem;
+use super::{Consume, Destination, DestinationPartition};
+use crate::constants::RECORD_BATCH_SIZE;
+use crate::data_order::DataOrder;
+use crate::typesystem::{Realize, TypeAssoc, TypeSystem};
+use anyhow::anyhow;
+use arrow::{datatypes::Schema, record_batch::RecordBatch};
+use arrow_assoc::ArrowAssoc;
+use fehler::{throw, throws};
+use funcs::{FFinishBuilder, FNewBuilder, FNewField};
+use itertools::Itertools;
+use std::{
+    any::Any,
+    sync::{
+        mpsc::{channel, Receiver, Sender},
+        Arc,
+    },
+};
+
+type Builder = Box<dyn Any + Send>;
+type Builders = Vec<Builder>;
+
+pub struct ArrowDestination {
+    schema: Vec<ArrowTypeSystem>,
+    names: Vec<String>,
+    arrow_schema: Arc<Schema>,
+    batch_size: usize,
+    sender: Option<Sender<RecordBatch>>,
+    receiver: Receiver<RecordBatch>,
+}
+
+impl Default for ArrowDestination {
+    fn default() -> Self {
+        let (tx, rx) = channel();
+        ArrowDestination {
+            schema: vec![],
+            names: vec![],
+            arrow_schema: Arc::new(Schema::empty()),
+            batch_size: RECORD_BATCH_SIZE,
+            sender: Some(tx),
+            receiver: rx,
+        }
+    }
+}
+
+impl ArrowDestination {
+    pub fn new() -> Self {
+        Self::default()
+    }
+
+    pub fn new_with_batch_size(batch_size: usize) -> Self {
+        let (tx, rx) = channel();
+        ArrowDestination {
+            schema: vec![],
+            names: vec![],
+            arrow_schema: Arc::new(Schema::empty()),
+            batch_size,
+            sender: Some(tx),
+            receiver: rx,
+        }
+    }
+}
+
+impl Destination for ArrowDestination {
+    const DATA_ORDERS: &'static [DataOrder] = &[DataOrder::ColumnMajor, DataOrder::RowMajor];
+    type TypeSystem = ArrowTypeSystem;
+    type Partition<'a> = ArrowPartitionWriter;
+    type Error = ArrowDestinationError;
+
+    fn needs_count(&self) -> bool {
+        false
+    }
+
+    #[throws(ArrowDestinationError)]
+    fn allocate<S: AsRef<str>>(
+        &mut self,
+        _nrow: usize,
+        names: &[S],
+        schema: &[ArrowTypeSystem],
+        data_order: DataOrder,
+    ) {
+        // todo: support colmajor
+        if !matches!(data_order, DataOrder::RowMajor) {
+            throw!(crate::errors::ConnectorXError::UnsupportedDataOrder(
+                data_order
+            ))
+        }
+
+        // parse the metadata
+        self.schema = schema.to_vec();
+        self.names = names.iter().map(|n| n.as_ref().to_string()).collect();
+        let fields = self
+            .schema
+            .iter()
+            .zip_eq(&self.names)
+            .map(|(&dt, h)| Ok(Realize::<FNewField>::realize(dt)?(h.as_str())))
+            .collect::<Result<Vec<_>>>()?;
+        self.arrow_schema = Arc::new(Schema::new(fields));
+    }
+
+    #[throws(ArrowDestinationError)]
+    fn partition(&mut self, counts: usize) -> Vec<Self::Partition<'_>> {
+        let mut partitions = vec![];
+        let sender = self.sender.take().unwrap();
+        for _ in 0..counts {
+            partitions.push(ArrowPartitionWriter::new(
+                self.schema.clone(),
+                Arc::clone(&self.arrow_schema),
+                self.batch_size,
+                sender.clone(),
+            )?);
+        }
+        partitions
+        // self.sender should be freed
+    }
+
+    fn schema(&self) -> &[ArrowTypeSystem] {
+        self.schema.as_slice()
+    }
+}
+
+impl ArrowDestination {
+    #[throws(ArrowDestinationError)]
+    pub fn arrow(self) -> Vec<RecordBatch> {
+        if self.sender.is_some() {
+            // should not happen since it is dropped after partition
+            // but need to make sure here otherwise recv will be blocked forever
+            std::mem::drop(self.sender);
+        }
+        let mut data = vec![];
+        loop {
+            match self.receiver.recv() {
+                Ok(rb) => data.push(rb),
+                Err(_) => break,
+            }
+        }
+        data
+    }
+
+    #[throws(ArrowDestinationError)]
+    pub fn record_batch(&mut self) -> Option<RecordBatch> {
+        match self.receiver.recv() {
+            Ok(rb) => Some(rb),
+            Err(_) => None,
+        }
+    }
+
+    pub fn empty_batch(&self) -> RecordBatch {
+        RecordBatch::new_empty(self.arrow_schema.clone())
+    }
+
+    pub fn arrow_schema(&self) -> Arc<Schema> {
+        self.arrow_schema.clone()
+    }
+
+    pub fn names(&self) -> &[String] {
+        self.names.as_slice()
+    }
+}
+
+pub struct ArrowPartitionWriter {
+    schema: Vec<ArrowTypeSystem>,
+    builders: Option<Builders>,
+    current_row: usize,
+    current_col: usize,
+    arrow_schema: Arc<Schema>,
+    batch_size: usize,
+    sender: Option<Sender<RecordBatch>>,
+}
+
+// unsafe impl Sync for ArrowPartitionWriter {}
+
+impl ArrowPartitionWriter {
+    #[throws(ArrowDestinationError)]
+    fn new(
+        schema: Vec<ArrowTypeSystem>,
+        arrow_schema: Arc<Schema>,
+        batch_size: usize,
+        sender: Sender<RecordBatch>,
+    ) -> Self {
+        let mut pw = ArrowPartitionWriter {
+            schema,
+            builders: None,
+            current_row: 0,
+            current_col: 0,
+            arrow_schema,
+            batch_size,
+            sender: Some(sender),
+        };
+        pw.allocate()?;
+        pw
+    }
+
+    #[throws(ArrowDestinationError)]
+    fn allocate(&mut self) {
+        let builders = self
+            .schema
+            .iter()
+            .map(|dt| Ok(Realize::<FNewBuilder>::realize(*dt)?(self.batch_size)))
+            .collect::<Result<Vec<_>>>()?;
+        self.builders.replace(builders);
+    }
+
+    #[throws(ArrowDestinationError)]
+    fn flush(&mut self) {
+        let builders = self
+            .builders
+            .take()
+            .unwrap_or_else(|| panic!("arrow builder is none when flush!"));
+        let columns = builders
+            .into_iter()
+            .zip(self.schema.iter())
+            .map(|(builder, &dt)| Realize::<FFinishBuilder>::realize(dt)?(builder))
+            .collect::<std::result::Result<Vec<_>, crate::errors::ConnectorXError>>()?;
+        let rb = RecordBatch::try_new(Arc::clone(&self.arrow_schema), columns)?;
+        self.sender.as_ref().unwrap().send(rb).unwrap();
+
+        self.current_row = 0;
+        self.current_col = 0;
+    }
+}
+
+impl<'a> DestinationPartition<'a> for ArrowPartitionWriter {
+    type TypeSystem = ArrowTypeSystem;
+    type Error = ArrowDestinationError;
+
+    #[throws(ArrowDestinationError)]
+    fn finalize(&mut self) {
+        if self.builders.is_some() {
+            self.flush()?;
+        }
+        // need to release the sender so receiver knows when the stream is exhasted
+        std::mem::drop(self.sender.take());
+    }
+
+    #[throws(ArrowDestinationError)]
+    fn aquire_row(&mut self, _n: usize) -> usize {
+        self.current_row
+    }
+
+    fn ncols(&self) -> usize {
+        self.schema.len()
+    }
+}
+
+impl<'a, T> Consume<T> for ArrowPartitionWriter
+where
+    T: TypeAssoc<<Self as DestinationPartition<'a>>::TypeSystem> + ArrowAssoc + 'static,
+{
+    type Error = ArrowDestinationError;
+
+    #[throws(ArrowDestinationError)]
+    fn consume(&mut self, value: T) {
+        let col = self.current_col;
+        self.current_col = (self.current_col + 1) % self.ncols();
+        self.schema[col].check::<T>()?;
+
+        loop {
+            match &mut self.builders {
+                Some(builders) => {
+                    <T as ArrowAssoc>::append(
+                        builders[col]
+                            .downcast_mut::<T::Builder>()
+                            .ok_or_else(|| anyhow!("cannot cast arrow builder for append"))?,
+                        value,
+                    )?;
+                    break;
+                }
+                None => self.allocate()?, // allocate if builders are not initialized
+            }
+        }
+
+        // flush if exceed batch_size
+        if self.current_col == 0 {
+            self.current_row += 1;
+            if self.current_row >= self.batch_size {
+                self.flush()?;
+                self.allocate()?;
+            }
+        }
+    }
+}
diff --git a/connectorx/src/destinations/arrowstream/typesystem.rs b/connectorx/src/destinations/arrowstream/typesystem.rs
new file mode 100644
index 0000000..a6997a2
--- /dev/null
+++ b/connectorx/src/destinations/arrowstream/typesystem.rs
@@ -0,0 +1,38 @@
+use crate::impl_typesystem;
+use chrono::{DateTime, NaiveDate, NaiveDateTime, NaiveTime, Utc};
+
+#[derive(Debug, Clone, Copy, PartialEq, Eq, Hash, PartialOrd, Ord)]
+pub enum ArrowTypeSystem {
+    Int32(bool),
+    Int64(bool),
+    UInt32(bool),
+    UInt64(bool),
+    Float32(bool),
+    Float64(bool),
+    Boolean(bool),
+    LargeUtf8(bool),
+    LargeBinary(bool),
+    Date32(bool),
+    Date64(bool),
+    Time64(bool),
+    DateTimeTz(bool),
+}
+
+impl_typesystem! {
+    system = ArrowTypeSystem,
+    mappings = {
+        { Int32      => i32           }
+        { Int64      => i64           }
+        { UInt32     => u32           }
+        { UInt64     => u64           }
+        { Float64    => f64           }
+        { Float32    => f32           }
+        { Boolean    => bool          }
+        { LargeUtf8  => String        }
+        { LargeBinary => Vec<u8>      }
+        { Date32     => NaiveDate     }
+        { Date64     => NaiveDateTime }
+        { Time64     => NaiveTime     }
+        { DateTimeTz => DateTime<Utc> }
+    }
+}
diff --git a/connectorx/src/destinations/mod.rs b/connectorx/src/destinations/mod.rs
new file mode 100644
index 0000000..0082b9d
--- /dev/null
+++ b/connectorx/src/destinations/mod.rs
@@ -0,0 +1,78 @@
+//! This module defines three traits [`Destination`], [`DestinationPartition`], and [`Consume`] to define a destination.
+//! This module also contains destination implementations for various dataframes.
+
+#[cfg(feature = "dst_arrow")]
+pub mod arrow;
+#[cfg(feature = "dst_arrow")]
+pub mod arrowstream;
+
+#[cfg(feature = "dst_arrow2")]
+pub mod arrow2;
+
+use crate::data_order::DataOrder;
+use crate::errors::ConnectorXError;
+use crate::typesystem::{TypeAssoc, TypeSystem};
+
+/// A `Destination` is associated with a `TypeSystem` and a `PartitionDestination`.
+/// `PartitionDestination` allows multiple threads write data into the buffer owned by `Destination`.
+pub trait Destination: Sized {
+    const DATA_ORDERS: &'static [DataOrder];
+    type TypeSystem: TypeSystem;
+    type Partition<'a>: DestinationPartition<'a, TypeSystem = Self::TypeSystem, Error = Self::Error>
+    where
+        Self: 'a;
+    type Error: From<ConnectorXError> + Send;
+
+    /// Specify whether the destination needs total rows in advance
+    /// in order to pre-allocate the buffer.
+    fn needs_count(&self) -> bool;
+
+    /// Construct the `Destination`.
+    /// This allocates the memory based on the types of each columns
+    /// and the number of rows.
+    fn allocate<S: AsRef<str>>(
+        &mut self,
+        nrow: usize,
+        names: &[S],
+        schema: &[Self::TypeSystem],
+        data_order: DataOrder,
+    ) -> Result<(), Self::Error>;
+
+    /// Create a bunch of partition destinations, with each write `count` number of rows.
+    fn partition(&mut self, counts: usize) -> Result<Vec<Self::Partition<'_>>, Self::Error>;
+    /// Return the schema of the destination.
+    fn schema(&self) -> &[Self::TypeSystem];
+}
+
+/// `PartitionDestination` writes values to its own region. `PartitionDestination` is parameterized
+/// on lifetime `'a`, which is the lifetime of the parent `Destination`. Usually,
+/// a `PartitionDestination` can never live longer than the parent.
+pub trait DestinationPartition<'a>: Send {
+    type TypeSystem: TypeSystem;
+    type Error: From<ConnectorXError> + Send;
+
+    /// Write a value of type T to the location (row, col). If T mismatch with the
+    /// schema, `ConnectorXError::TypeCheckFailed` will return.
+    fn write<T>(&mut self, value: T) -> Result<(), <Self as DestinationPartition<'a>>::Error>
+    where
+        T: TypeAssoc<Self::TypeSystem>,
+        Self: Consume<T, Error = <Self as DestinationPartition<'a>>::Error>,
+    {
+        self.consume(value)
+    }
+
+    /// Number of rows this `PartitionDestination` controls.
+    fn ncols(&self) -> usize;
+
+    /// Final clean ups
+    fn finalize(&mut self) -> Result<(), Self::Error>;
+
+    /// Aquire n rows in final destination
+    fn aquire_row(&mut self, n: usize) -> Result<usize, Self::Error>;
+}
+
+/// A type implemented `Consume<T>` means that it can consume a value `T` by adding it to it's own buffer.
+pub trait Consume<T> {
+    type Error: From<ConnectorXError> + Send;
+    fn consume(&mut self, value: T) -> Result<(), Self::Error>;
+}
diff --git a/connectorx/src/dispatcher.rs b/connectorx/src/dispatcher.rs
new file mode 100644
index 0000000..c8cf97c
--- /dev/null
+++ b/connectorx/src/dispatcher.rs
@@ -0,0 +1,217 @@
+///! This module provides [`dispatcher::Dispatcher`], the core struct in ConnectorX
+///! that drives the data loading from a source to a destination.
+use crate::{
+    data_order::{coordinate, DataOrder},
+    destinations::{Destination, DestinationPartition},
+    errors::{ConnectorXError, Result as CXResult},
+    sources::{PartitionParser, Source, SourcePartition},
+    sql::CXQuery,
+    typesystem::Transport,
+};
+use itertools::Itertools;
+use log::debug;
+use rayon::prelude::*;
+use std::marker::PhantomData;
+
+/// A dispatcher takes a `S: Source`, a `D: Destination`, a `TP: Transport` and a vector of `queries` as input to
+/// load data from `S` to `D` using the queries.
+pub struct Dispatcher<'a, S, D, TP> {
+    src: S,
+    dst: &'a mut D,
+    queries: Vec<CXQuery<String>>,
+    origin_query: Option<String>,
+    _phantom: PhantomData<TP>,
+}
+
+impl<'w, S, D, TP> Dispatcher<'w, S, D, TP>
+where
+    S: Source,
+    D: Destination,
+    TP: Transport<TSS = S::TypeSystem, TSD = D::TypeSystem, S = S, D = D>,
+{
+    /// Create a new dispatcher by providing a source, a destination and the queries.
+    pub fn new<Q>(src: S, dst: &'w mut D, queries: &[Q], origin_query: Option<String>) -> Self
+    where
+        for<'a> &'a Q: Into<CXQuery>,
+    {
+        Self {
+            src,
+            dst,
+            queries: queries.iter().map(Into::into).collect(),
+            origin_query,
+            _phantom: PhantomData,
+        }
+    }
+
+    pub fn prepare(
+        mut self,
+    ) -> Result<
+        (
+            DataOrder,
+            Vec<S::Partition>,
+            Vec<D::Partition<'w>>,
+            Vec<S::TypeSystem>,
+            Vec<D::TypeSystem>,
+        ),
+        TP::Error,
+    > {
+        debug!("Prepare");
+        let dorder = coordinate(S::DATA_ORDERS, D::DATA_ORDERS)?;
+        self.src.set_data_order(dorder)?;
+        self.src.set_queries(self.queries.as_slice());
+        self.src.set_origin_query(self.origin_query);
+
+        debug!("Fetching metadata");
+        self.src.fetch_metadata()?;
+        let src_schema = self.src.schema();
+        let dst_schema = src_schema
+            .iter()
+            .map(|&s| TP::convert_typesystem(s))
+            .collect::<CXResult<Vec<_>>>()?;
+        let names = self.src.names();
+
+        let mut total_rows = if self.dst.needs_count() {
+            // return None if cannot derive total count
+            debug!("Try get row rounts for entire result");
+            self.src.result_rows()?
+        } else {
+            debug!("Do not need counts in advance");
+            Some(0)
+        };
+        let mut src_partitions: Vec<S::Partition> = self.src.partition()?;
+        if self.dst.needs_count() && total_rows.is_none() {
+            debug!("Manually count rows of each partitioned query and sum up");
+            // run queries
+            src_partitions
+                .par_iter_mut()
+                .try_for_each(|partition| -> Result<(), S::Error> { partition.result_rows() })?;
+
+            // get number of row of each partition from the source
+            let part_rows: Vec<usize> = src_partitions
+                .iter()
+                .map(|partition| partition.nrows())
+                .collect();
+            total_rows = Some(part_rows.iter().sum());
+        }
+        let total_rows = total_rows.ok_or_else(ConnectorXError::CountError)?;
+
+        debug!(
+            "Allocate destination memory: {}x{}",
+            total_rows,
+            src_schema.len()
+        );
+        self.dst.allocate(total_rows, &names, &dst_schema, dorder)?;
+
+        debug!("Create destination partition");
+        let dst_partitions = self.dst.partition(self.queries.len())?;
+
+        Ok((
+            dorder,
+            src_partitions,
+            dst_partitions,
+            src_schema,
+            dst_schema,
+        ))
+    }
+
+    /// Start the data loading process.
+    pub fn run(self) -> Result<(), TP::Error> {
+        debug!("Run dispatcher");
+        let (dorder, src_partitions, dst_partitions, src_schema, dst_schema) = self.prepare()?;
+
+        #[cfg(all(not(feature = "branch"), not(feature = "fptr")))]
+        compile_error!("branch or fptr, pick one");
+
+        #[cfg(feature = "branch")]
+        let schemas: Vec<_> = src_schema
+            .iter()
+            .zip_eq(&dst_schema)
+            .map(|(&src_ty, &dst_ty)| (src_ty, dst_ty))
+            .collect();
+
+        debug!("Start writing");
+        // parse and write
+        dst_partitions
+            .into_par_iter()
+            .zip_eq(src_partitions)
+            .enumerate()
+            .try_for_each(|(i, (mut dst, mut src))| -> Result<(), TP::Error> {
+                #[cfg(feature = "fptr")]
+                let f: Vec<_> = src_schema
+                    .iter()
+                    .zip_eq(&dst_schema)
+                    .map(|(&src_ty, &dst_ty)| TP::processor(src_ty, dst_ty))
+                    .collect::<CXResult<Vec<_>>>()?;
+
+                let mut parser = src.parser()?;
+
+                match dorder {
+                    DataOrder::RowMajor => loop {
+                        let (n, is_last) = parser.fetch_next()?;
+                        dst.aquire_row(n)?;
+                        for _ in 0..n {
+                            #[allow(clippy::needless_range_loop)]
+                            for col in 0..dst.ncols() {
+                                #[cfg(feature = "fptr")]
+                                f[col](&mut parser, &mut dst)?;
+
+                                #[cfg(feature = "branch")]
+                                {
+                                    let (s1, s2) = schemas[col];
+                                    TP::process(s1, s2, &mut parser, &mut dst)?;
+                                }
+                            }
+                        }
+                        if is_last {
+                            break;
+                        }
+                    },
+                    DataOrder::ColumnMajor => loop {
+                        let (n, is_last) = parser.fetch_next()?;
+                        dst.aquire_row(n)?;
+                        #[allow(clippy::needless_range_loop)]
+                        for col in 0..dst.ncols() {
+                            for _ in 0..n {
+                                #[cfg(feature = "fptr")]
+                                f[col](&mut parser, &mut dst)?;
+                                #[cfg(feature = "branch")]
+                                {
+                                    let (s1, s2) = schemas[col];
+                                    TP::process(s1, s2, &mut parser, &mut dst)?;
+                                }
+                            }
+                        }
+                        if is_last {
+                            break;
+                        }
+                    },
+                }
+
+                debug!("Finalize partition {}", i);
+                dst.finalize()?;
+                debug!("Partition {} finished", i);
+                Ok(())
+            })?;
+
+        debug!("Writing finished");
+
+        Ok(())
+    }
+
+    /// Only fetch the metadata (header) of the destination.
+    pub fn get_meta(&mut self) -> Result<(), TP::Error> {
+        let dorder = coordinate(S::DATA_ORDERS, D::DATA_ORDERS)?;
+        self.src.set_data_order(dorder)?;
+        self.src.set_queries(self.queries.as_slice());
+        self.src.set_origin_query(self.origin_query.clone());
+        self.src.fetch_metadata()?;
+        let src_schema = self.src.schema();
+        let dst_schema = src_schema
+            .iter()
+            .map(|&s| TP::convert_typesystem(s))
+            .collect::<CXResult<Vec<_>>>()?;
+        let names = self.src.names();
+        self.dst.allocate(0, &names, &dst_schema, dorder)?;
+        Ok(())
+    }
+}
diff --git a/connectorx/src/errors.rs b/connectorx/src/errors.rs
new file mode 100644
index 0000000..6168207
--- /dev/null
+++ b/connectorx/src/errors.rs
@@ -0,0 +1,216 @@
+use crate::data_order::DataOrder;
+use std::any::type_name;
+use std::fmt;
+use thiserror::Error;
+
+pub type Result<T> = std::result::Result<T, ConnectorXError>;
+pub type OutResult<T> = std::result::Result<T, ConnectorXOutError>;
+
+#[derive(Error, Debug)]
+pub enum ConnectorXOutError {
+    #[error("File {0} not found.")]
+    FileNotFoundError(String),
+
+    #[error("Source {0} not supported.")]
+    SourceNotSupport(String),
+
+    #[error(transparent)]
+    IOError(#[from] std::io::Error),
+
+    #[error(transparent)]
+    JsonError(#[from] serde_json::Error),
+
+    #[cfg(feature = "federation")]
+    #[error(transparent)]
+    J4RSError(#[from] j4rs::errors::J4RsError),
+
+    #[cfg(feature = "fed_exec")]
+    #[error(transparent)]
+    DataFusionError(#[from] datafusion::error::DataFusionError),
+
+    #[error(transparent)]
+    UrlParseError(#[from] url::ParseError),
+
+    #[error(transparent)]
+    ConnectorXInternalError(#[from] ConnectorXError),
+
+    #[cfg(feature = "src_postgres")]
+    #[error(transparent)]
+    PostgresSourceError(#[from] crate::sources::postgres::PostgresSourceError),
+
+    #[cfg(feature = "src_postgres")]
+    #[error(transparent)]
+    PostgresError(#[from] postgres::Error),
+
+    #[cfg(feature = "src_mysql")]
+    #[error(transparent)]
+    MySQLSourceError(#[from] crate::sources::mysql::MySQLSourceError),
+
+    #[cfg(feature = "src_mysql")]
+    #[error(transparent)]
+    MysqlError(#[from] r2d2_mysql::mysql::Error),
+
+    #[cfg(feature = "src_mssql")]
+    #[error(transparent)]
+    MsSQLSourceError(#[from] crate::sources::mssql::MsSQLSourceError),
+
+    #[cfg(feature = "src_mssql")]
+    #[error(transparent)]
+    MsSQL(#[from] tiberius::error::Error),
+
+    #[cfg(feature = "src_sqlite")]
+    #[error(transparent)]
+    SQLiteSourceError(#[from] crate::sources::sqlite::SQLiteSourceError),
+
+    #[cfg(feature = "src_sqlite")]
+    #[error(transparent)]
+    SQLiteError(#[from] rusqlite::Error),
+
+    #[cfg(feature = "src_oracle")]
+    #[error(transparent)]
+    OracleSourceError(#[from] crate::sources::oracle::OracleSourceError),
+
+    #[cfg(feature = "src_oracle")]
+    #[error(transparent)]
+    OracleError(#[from] r2d2_oracle::oracle::Error),
+
+    #[cfg(feature = "src_bigquery")]
+    #[error(transparent)]
+    BigQuerySourceError(#[from] crate::sources::bigquery::BigQuerySourceError),
+
+    #[cfg(feature = "src_bigquery")]
+    #[error(transparent)]
+    BigQueryError(#[from] gcp_bigquery_client::error::BQError),
+
+    #[cfg(feature = "dst_arrow")]
+    #[error(transparent)]
+    ArrowError(#[from] crate::destinations::arrow::ArrowDestinationError),
+
+    #[cfg(feature = "dst_arrow")]
+    #[error(transparent)]
+    ArrowStreamError(#[from] crate::destinations::arrowstream::ArrowDestinationError),
+
+    #[cfg(feature = "dst_arrow2")]
+    #[error(transparent)]
+    Arrow2Error(#[from] crate::destinations::arrow2::Arrow2DestinationError),
+
+    #[cfg(all(feature = "src_postgres", feature = "dst_arrow"))]
+    #[error(transparent)]
+    PostgresArrowTransportError(#[from] crate::transports::PostgresArrowTransportError),
+
+    #[cfg(all(feature = "src_postgres", feature = "dst_arrow2"))]
+    #[error(transparent)]
+    PostgresArrow2TransportError(#[from] crate::transports::PostgresArrow2TransportError),
+
+    #[cfg(all(feature = "src_mysql", feature = "dst_arrow"))]
+    #[error(transparent)]
+    MySQLArrowTransportError(#[from] crate::transports::MySQLArrowTransportError),
+
+    #[cfg(all(feature = "src_mysql", feature = "dst_arrow2"))]
+    #[error(transparent)]
+    MySQLArrow2TransportError(#[from] crate::transports::MySQLArrow2TransportError),
+
+    #[cfg(all(feature = "src_sqlite", feature = "dst_arrow"))]
+    #[error(transparent)]
+    SQLiteArrowTransportError(#[from] crate::transports::SQLiteArrowTransportError),
+
+    #[cfg(all(feature = "src_sqlite", feature = "dst_arrow2"))]
+    #[error(transparent)]
+    SQLiteArrow2TransportError(#[from] crate::transports::SQLiteArrow2TransportError),
+
+    #[cfg(all(feature = "src_mssql", feature = "dst_arrow"))]
+    #[error(transparent)]
+    MsSQLArrowTransportError(#[from] crate::transports::MsSQLArrowTransportError),
+
+    #[cfg(all(feature = "src_mssql", feature = "dst_arrow2"))]
+    #[error(transparent)]
+    MsSQLArrow2TransportError(#[from] crate::transports::MsSQLArrow2TransportError),
+
+    #[cfg(all(feature = "src_oracle", feature = "dst_arrow"))]
+    #[error(transparent)]
+    OracleArrowTransportError(#[from] crate::transports::OracleArrowTransportError),
+
+    #[cfg(all(feature = "src_oracle", feature = "dst_arrow2"))]
+    #[error(transparent)]
+    OracleArrow2TransportError(#[from] crate::transports::OracleArrow2TransportError),
+
+    #[cfg(all(feature = "src_bigquery", feature = "dst_arrow"))]
+    #[error(transparent)]
+    BigqueryArrowTransportError(#[from] crate::transports::BigQueryArrowTransportError),
+
+    #[cfg(all(feature = "src_bigquery", feature = "dst_arrow2"))]
+    #[error(transparent)]
+    BigqueryArrow2TransportError(#[from] crate::transports::BigQueryArrow2TransportError),
+
+    /// Any other errors that are too trivial to be put here explicitly.
+    #[error(transparent)]
+    Other(#[from] anyhow::Error),
+}
+
+/// Errors that can be raised from this library.
+#[derive(Error, Debug)]
+pub enum ConnectorXError {
+    /// The required type does not same as the schema defined.
+    #[error("Data type unexpected: {0:?} expected, {1} found.")]
+    TypeCheckFailed(String, &'static str),
+
+    #[error("Data order not supported {0:?}.")]
+    UnsupportedDataOrder(DataOrder),
+
+    #[error("Cannot resolve data order: got {0:?} from source, {1:?} from destination.")]
+    CannotResolveDataOrder(Vec<DataOrder>, Vec<DataOrder>),
+
+    #[error("Cannot produce a {0}, context: {1}.")]
+    CannotProduce(&'static str, ProduceContext),
+
+    #[error("No conversion rule from {0} to {1}.")]
+    NoConversionRule(String, String),
+
+    #[error("Only support single query with SELECT statement, got {0}.")]
+    SqlQueryNotSupported(String),
+
+    #[error("Cannot get total number of rows in advance.")]
+    CountError(),
+
+    #[error(transparent)]
+    SQLParserError(#[from] sqlparser::parser::ParserError),
+
+    #[error(transparent)]
+    StdIOError(#[from] std::io::Error),
+
+    #[error(transparent)]
+    StdVarError(#[from] std::env::VarError),
+
+    #[error(transparent)]
+    Other(#[from] anyhow::Error),
+}
+
+impl ConnectorXError {
+    pub fn cannot_produce<T>(context: Option<String>) -> Self {
+        ConnectorXError::CannotProduce(type_name::<T>(), context.into())
+    }
+}
+
+#[derive(Debug)]
+pub enum ProduceContext {
+    NoContext,
+    Context(String),
+}
+
+impl From<Option<String>> for ProduceContext {
+    fn from(val: Option<String>) -> Self {
+        match val {
+            Some(c) => ProduceContext::Context(c),
+            None => ProduceContext::NoContext,
+        }
+    }
+}
+
+impl fmt::Display for ProduceContext {
+    fn fmt(&self, f: &mut fmt::Formatter<'_>) -> fmt::Result {
+        match self {
+            ProduceContext::NoContext => write!(f, "No Context"),
+            ProduceContext::Context(s) => write!(f, "{}", s),
+        }
+    }
+}
diff --git a/connectorx/src/fed_dispatcher.rs b/connectorx/src/fed_dispatcher.rs
new file mode 100644
index 0000000..875a9fa
--- /dev/null
+++ b/connectorx/src/fed_dispatcher.rs
@@ -0,0 +1,92 @@
+use crate::{prelude::*, sql::CXQuery};
+use arrow::record_batch::RecordBatch;
+use datafusion::datasource::MemTable;
+use datafusion::prelude::*;
+use fehler::throws;
+use log::debug;
+use rayon::prelude::*;
+use std::collections::HashMap;
+use std::convert::TryFrom;
+use std::sync::{mpsc::channel, Arc};
+
+#[throws(ConnectorXOutError)]
+pub fn run(
+    sql: String,
+    db_map: HashMap<String, String>,
+    j4rs_base: Option<&str>,
+) -> Vec<RecordBatch> {
+    debug!("federated input sql: {}", sql);
+    let mut db_conn_map: HashMap<String, FederatedDataSourceInfo> = HashMap::new();
+    for (k, v) in db_map.into_iter() {
+        db_conn_map.insert(
+            k,
+            FederatedDataSourceInfo::new_from_conn_str(
+                SourceConn::try_from(v.as_str())?,
+                false,
+                "",
+                "",
+            ),
+        );
+    }
+    let fed_plan = rewrite_sql(sql.as_str(), &db_conn_map, j4rs_base)?;
+
+    debug!("fetch queries from remote");
+    let (sender, receiver) = channel();
+    fed_plan.into_par_iter().enumerate().try_for_each_with(
+        sender,
+        |s, (i, p)| -> Result<(), ConnectorXOutError> {
+            match p.db_name.as_str() {
+                "LOCAL" => {
+                    s.send((p.sql, None)).expect("send error local");
+                }
+                _ => {
+                    debug!("start query {}: {}", i, p.sql);
+                    let mut queries = vec![];
+                    p.sql.split(';').for_each(|ss| {
+                        queries.push(CXQuery::naked(ss));
+                    });
+                    let source_conn = &db_conn_map[p.db_name.as_str()]
+                        .conn_str_info
+                        .as_ref()
+                        .unwrap();
+
+                    let destination = get_arrow(source_conn, None, queries.as_slice())?;
+                    let rbs = destination.arrow()?;
+
+                    let provider = MemTable::try_new(rbs[0].schema(), vec![rbs])?;
+                    s.send((p.db_alias, Some(Arc::new(provider))))
+                        .expect(&format!("send error {}", i));
+                    debug!("query {} finished", i);
+                }
+            }
+            Ok(())
+        },
+    )?;
+
+    let ctx = SessionContext::new();
+    let mut alias_names: Vec<String> = vec![];
+    let mut local_sql = String::new();
+    receiver
+        .iter()
+        .try_for_each(|(alias, provider)| -> Result<(), ConnectorXOutError> {
+            match provider {
+                Some(p) => {
+                    ctx.register_table(alias.as_str(), p)?;
+                    alias_names.push(alias);
+                }
+                None => local_sql = alias,
+            }
+
+            Ok(())
+        })?;
+
+    debug!("\nexecute query final...\n{}\n", local_sql);
+    let rt = Arc::new(tokio::runtime::Runtime::new().expect("Failed to create runtime"));
+    // until datafusion fix the bug: https://github.com/apache/arrow-datafusion/issues/2147
+    for alias in alias_names {
+        local_sql = local_sql.replace(format!("\"{}\"", alias).as_str(), alias.as_str());
+    }
+
+    let df = rt.block_on(ctx.sql(local_sql.as_str()))?;
+    rt.block_on(df.collect())?
+}
diff --git a/connectorx/src/fed_rewriter.rs b/connectorx/src/fed_rewriter.rs
new file mode 100644
index 0000000..9d717c3
--- /dev/null
+++ b/connectorx/src/fed_rewriter.rs
@@ -0,0 +1,185 @@
+use crate::{
+    constants::{CX_REWRITER_PATH, J4RS_BASE_PATH},
+    prelude::*,
+};
+use fehler::throws;
+use j4rs::{ClasspathEntry, Instance, InvocationArg, Jvm, JvmBuilder};
+use log::debug;
+use std::collections::HashMap;
+use std::convert::TryFrom;
+use std::{env, fs};
+
+pub struct Plan {
+    pub db_name: String,
+    pub db_alias: String,
+    pub sql: String,
+    pub cardinality: usize,
+}
+
+pub struct FederatedDataSourceInfo<'a> {
+    pub conn_str_info: Option<SourceConn>,
+    pub manual_info: Option<HashMap<String, Vec<String>>>,
+    pub is_local: bool,
+    pub jdbc_url: &'a str,
+    pub jdbc_driver: &'a str,
+}
+
+impl<'a> FederatedDataSourceInfo<'a> {
+    pub fn new_from_conn_str(
+        source_conn: SourceConn,
+        is_local: bool,
+        jdbc_url: &'a str,
+        jdbc_driver: &'a str,
+    ) -> Self {
+        Self {
+            conn_str_info: Some(source_conn),
+            manual_info: None,
+            is_local,
+            jdbc_url,
+            jdbc_driver,
+        }
+    }
+    pub fn new_from_manual_schema(
+        manual_schema: HashMap<String, Vec<String>>,
+        is_local: bool,
+    ) -> Self {
+        Self {
+            conn_str_info: None,
+            manual_info: Some(manual_schema),
+            is_local,
+            jdbc_url: "",
+            jdbc_driver: "",
+        }
+    }
+}
+
+#[throws(ConnectorXOutError)]
+fn init_jvm(j4rs_base: Option<&str>) -> Jvm {
+    let base = match j4rs_base {
+        Some(path) => fs::canonicalize(path)
+            .map_err(|_| ConnectorXOutError::FileNotFoundError(path.to_string()))?,
+        None => fs::canonicalize(J4RS_BASE_PATH)
+            .map_err(|_| ConnectorXOutError::FileNotFoundError(J4RS_BASE_PATH.to_string()))?,
+    };
+    debug!("j4rs base path: {:?}", base);
+
+    let rewriter_path = env::var("CX_REWRITER_PATH").unwrap_or(CX_REWRITER_PATH.to_string());
+    let path = fs::canonicalize(rewriter_path.as_str())
+        .map_err(|_| ConnectorXOutError::FileNotFoundError(rewriter_path))?;
+
+    debug!("rewriter path: {:?}", path);
+
+    let entry = ClasspathEntry::new(path.to_str().unwrap());
+    JvmBuilder::new()
+        .skip_setting_native_lib()
+        .classpath_entry(entry)
+        .with_base_path(base.to_str().unwrap())
+        .build()?
+}
+
+#[allow(dead_code)]
+#[throws(ConnectorXOutError)]
+fn create_sources(
+    jvm: &Jvm,
+    db_map: &HashMap<String, FederatedDataSourceInfo>,
+) -> (Instance, Instance) {
+    let mut db_config = vec![];
+    let db_manual = jvm.create_instance("java.util.HashMap", &[])?;
+
+    for (db_name, db_info) in db_map.iter() {
+        if db_info.manual_info.is_some() {
+            let manual_info = db_info.manual_info.as_ref().unwrap();
+            let schema_info = jvm.create_instance("java.util.HashMap", &[])?;
+            for (name, columns) in manual_info {
+                let arr_instance = jvm.java_list("java.lang.String", columns.to_vec())?;
+                jvm.invoke(
+                    &schema_info,
+                    "put",
+                    &[
+                        InvocationArg::try_from(name).unwrap(),
+                        InvocationArg::try_from(arr_instance).unwrap(),
+                    ],
+                )?;
+            }
+            let fed_ds = jvm.create_instance(
+                "ai.dataprep.federated.FederatedDataSource",
+                &[
+                    InvocationArg::try_from(db_info.is_local).unwrap(),
+                    InvocationArg::try_from(schema_info).unwrap(),
+                ],
+            )?;
+            jvm.invoke(
+                &db_manual,
+                "put",
+                &[
+                    InvocationArg::try_from(db_name).unwrap(),
+                    InvocationArg::try_from(fed_ds).unwrap(),
+                ],
+            )?;
+        } else {
+            db_config.push(String::from(db_name));
+        }
+    }
+    let db_config = jvm.java_list("java.lang.String", db_config)?;
+    (db_config, db_manual)
+}
+
+#[allow(dead_code)]
+#[throws(ConnectorXOutError)]
+fn create_sources2(jvm: &Jvm, db_map: &HashMap<String, FederatedDataSourceInfo>) -> Instance {
+    let mut dbs = vec![];
+    for db in db_map.keys() {
+        dbs.push(String::from(db));
+    }
+    jvm.java_list("java.lang.String", dbs)?
+}
+
+#[throws(ConnectorXOutError)]
+pub fn rewrite_sql(
+    sql: &str,
+    db_map: &HashMap<String, FederatedDataSourceInfo>,
+    j4rs_base: Option<&str>,
+) -> Vec<Plan> {
+    let jvm = init_jvm(j4rs_base)?;
+    debug!("init jvm successfully!");
+
+    let sql = InvocationArg::try_from(sql).unwrap();
+    let (db_config, db_manual) = create_sources(&jvm, db_map)?;
+    let rewriter = jvm.create_instance("ai.dataprep.federated.FederatedQueryRewriter", &[])?;
+    let db_config = InvocationArg::try_from(db_config).unwrap();
+    let db_manual = InvocationArg::try_from(db_manual).unwrap();
+    let plan = jvm.invoke(&rewriter, "rewrite3", &[sql, db_config, db_manual])?;
+
+    let count = jvm.invoke(&plan, "getCount", &[])?;
+    let count: i32 = jvm.to_rust(count)?;
+    debug!("rewrite finished, got {} queries", count);
+
+    let mut fed_plan = vec![];
+    for i in 0..count {
+        let idx = [InvocationArg::try_from(i).unwrap().into_primitive()?];
+
+        let db = jvm.invoke(&plan, "getDBName", &idx)?;
+        let db: String = jvm.to_rust(db)?;
+
+        let alias_db = jvm.invoke(&plan, "getAliasDBName", &idx)?;
+        let alias_db: String = jvm.to_rust(alias_db)?;
+
+        let rewrite_sql = jvm.invoke(&plan, "getSql", &idx)?;
+        let rewrite_sql: String = jvm.to_rust(rewrite_sql)?;
+
+        let cardinality = jvm.invoke(&plan, "getCardinality", &idx)?;
+        let cardinality: usize = jvm.to_rust(cardinality)?;
+
+        debug!(
+            "{} - db: {}, alias: {}, cardinality: {}, rewrite sql: {}",
+            i, db, alias_db, cardinality, rewrite_sql
+        );
+        fed_plan.push(Plan {
+            db_name: db,
+            db_alias: alias_db,
+            sql: rewrite_sql,
+            cardinality,
+        });
+    }
+    fed_plan
+}
diff --git a/connectorx/src/get_arrow.rs b/connectorx/src/get_arrow.rs
new file mode 100644
index 0000000..735eae2
--- /dev/null
+++ b/connectorx/src/get_arrow.rs
@@ -0,0 +1,428 @@
+#[cfg(feature = "src_mysql")]
+use crate::sources::mysql::{BinaryProtocol as MySQLBinaryProtocol, TextProtocol};
+#[cfg(feature = "src_postgres")]
+use crate::sources::postgres::{
+    rewrite_tls_args, BinaryProtocol as PgBinaryProtocol, CSVProtocol, CursorProtocol,
+    SimpleProtocol,
+};
+use crate::{
+    arrow_batch_iter::{ArrowBatchIter, RecordBatchIterator},
+    prelude::*,
+    sql::CXQuery,
+};
+use fehler::{throw, throws};
+use log::debug;
+#[cfg(feature = "src_postgres")]
+use postgres::NoTls;
+#[cfg(feature = "src_postgres")]
+use postgres_openssl::MakeTlsConnector;
+#[allow(unused_imports)]
+use std::sync::Arc;
+
+#[allow(unreachable_code, unreachable_patterns, unused_variables, unused_mut)]
+#[throws(ConnectorXOutError)]
+pub fn get_arrow(
+    source_conn: &SourceConn,
+    origin_query: Option<String>,
+    queries: &[CXQuery<String>],
+) -> ArrowDestination {
+    let mut destination = ArrowDestination::new();
+    let protocol = source_conn.proto.as_str();
+    debug!("Protocol: {}", protocol);
+
+    match source_conn.ty {
+        #[cfg(feature = "src_postgres")]
+        SourceType::Postgres => {
+            let (config, tls) = rewrite_tls_args(&source_conn.conn)?;
+            match (protocol, tls) {
+                ("csv", Some(tls_conn)) => {
+                    let source = PostgresSource::<CSVProtocol, MakeTlsConnector>::new(
+                        config,
+                        tls_conn,
+                        queries.len(),
+                    )?;
+                    let dispatcher = Dispatcher::<
+                        _,
+                        _,
+                        PostgresArrowTransport<CSVProtocol, MakeTlsConnector>,
+                    >::new(
+                        source, &mut destination, queries, origin_query
+                    );
+                    dispatcher.run()?;
+                }
+                ("csv", None) => {
+                    let source =
+                        PostgresSource::<CSVProtocol, NoTls>::new(config, NoTls, queries.len())?;
+                    let dispatcher =
+                        Dispatcher::<_, _, PostgresArrowTransport<CSVProtocol, NoTls>>::new(
+                            source,
+                            &mut destination,
+                            queries,
+                            origin_query,
+                        );
+                    dispatcher.run()?;
+                }
+                ("binary", Some(tls_conn)) => {
+                    let source = PostgresSource::<PgBinaryProtocol, MakeTlsConnector>::new(
+                        config,
+                        tls_conn,
+                        queries.len(),
+                    )?;
+                    let dispatcher = Dispatcher::<
+                        _,
+                        _,
+                        PostgresArrowTransport<PgBinaryProtocol, MakeTlsConnector>,
+                    >::new(
+                        source, &mut destination, queries, origin_query
+                    );
+                    dispatcher.run()?;
+                }
+                ("binary", None) => {
+                    let source = PostgresSource::<PgBinaryProtocol, NoTls>::new(
+                        config,
+                        NoTls,
+                        queries.len(),
+                    )?;
+                    let dispatcher = Dispatcher::<
+                        _,
+                        _,
+                        PostgresArrowTransport<PgBinaryProtocol, NoTls>,
+                    >::new(
+                        source, &mut destination, queries, origin_query
+                    );
+                    dispatcher.run()?;
+                }
+                ("cursor", Some(tls_conn)) => {
+                    let source = PostgresSource::<CursorProtocol, MakeTlsConnector>::new(
+                        config,
+                        tls_conn,
+                        queries.len(),
+                    )?;
+                    let dispatcher = Dispatcher::<
+                        _,
+                        _,
+                        PostgresArrowTransport<CursorProtocol, MakeTlsConnector>,
+                    >::new(
+                        source, &mut destination, queries, origin_query
+                    );
+                    dispatcher.run()?;
+                }
+                ("cursor", None) => {
+                    let source =
+                        PostgresSource::<CursorProtocol, NoTls>::new(config, NoTls, queries.len())?;
+                    let dispatcher = Dispatcher::<
+                        _,
+                        _,
+                        PostgresArrowTransport<CursorProtocol, NoTls>,
+                    >::new(
+                        source, &mut destination, queries, origin_query
+                    );
+                    dispatcher.run()?;
+                }
+                ("simple", Some(tls_conn)) => {
+                    let sb = PostgresSource::<SimpleProtocol, MakeTlsConnector>::new(
+                        config,
+                        tls_conn,
+                        queries.len(),
+                    )?;
+                    let dispatcher = Dispatcher::<
+                        _,
+                        _,
+                        PostgresArrowTransport<SimpleProtocol, MakeTlsConnector>,
+                    >::new(
+                        sb, &mut destination, queries, origin_query
+                    );
+                    debug!("Running dispatcher");
+                    dispatcher.run()?;
+                }
+                ("simple", None) => {
+                    let sb =
+                        PostgresSource::<SimpleProtocol, NoTls>::new(config, NoTls, queries.len())?;
+                    let dispatcher = Dispatcher::<
+                        _,
+                        _,
+                        PostgresArrowTransport<SimpleProtocol, NoTls>,
+                    >::new(
+                        sb, &mut destination, queries, origin_query
+                    );
+                    debug!("Running dispatcher");
+                    dispatcher.run()?;
+                }
+                _ => unimplemented!("{} protocol not supported", protocol),
+            }
+        }
+        #[cfg(feature = "src_mysql")]
+        SourceType::MySQL => match protocol {
+            "binary" => {
+                let source =
+                    MySQLSource::<MySQLBinaryProtocol>::new(&source_conn.conn[..], queries.len())?;
+                let dispatcher = Dispatcher::<_, _, MySQLArrowTransport<MySQLBinaryProtocol>>::new(
+                    source,
+                    &mut destination,
+                    queries,
+                    origin_query,
+                );
+                dispatcher.run()?;
+            }
+            "text" => {
+                let source =
+                    MySQLSource::<TextProtocol>::new(&source_conn.conn[..], queries.len())?;
+                let dispatcher = Dispatcher::<_, _, MySQLArrowTransport<TextProtocol>>::new(
+                    source,
+                    &mut destination,
+                    queries,
+                    origin_query,
+                );
+                dispatcher.run()?;
+            }
+            _ => unimplemented!("{} protocol not supported", protocol),
+        },
+        #[cfg(feature = "src_sqlite")]
+        SourceType::SQLite => {
+            // remove the first "sqlite://" manually since url.path is not correct for windows
+            let path = &source_conn.conn.as_str()[9..];
+            let source = SQLiteSource::new(path, queries.len())?;
+            let dispatcher = Dispatcher::<_, _, SQLiteArrowTransport>::new(
+                source,
+                &mut destination,
+                queries,
+                origin_query,
+            );
+            dispatcher.run()?;
+        }
+        #[cfg(feature = "src_mssql")]
+        SourceType::MsSQL => {
+            let rt = Arc::new(tokio::runtime::Runtime::new().expect("Failed to create runtime"));
+            let source = MsSQLSource::new(rt, &source_conn.conn[..], queries.len())?;
+            let dispatcher = Dispatcher::<_, _, MsSQLArrowTransport>::new(
+                source,
+                &mut destination,
+                queries,
+                origin_query,
+            );
+            dispatcher.run()?;
+        }
+        #[cfg(feature = "src_oracle")]
+        SourceType::Oracle => {
+            let source = OracleSource::new(&source_conn.conn[..], queries.len())?;
+            let dispatcher = Dispatcher::<_, _, OracleArrowTransport>::new(
+                source,
+                &mut destination,
+                queries,
+                origin_query,
+            );
+            dispatcher.run()?;
+        }
+        #[cfg(feature = "src_bigquery")]
+        SourceType::BigQuery => {
+            let rt = Arc::new(tokio::runtime::Runtime::new().expect("Failed to create runtime"));
+            let source = BigQuerySource::new(rt, &source_conn.conn[..])?;
+            let dispatcher = Dispatcher::<_, _, BigQueryArrowTransport>::new(
+                source,
+                &mut destination,
+                queries,
+                origin_query,
+            );
+            dispatcher.run()?;
+        }
+        _ => throw!(ConnectorXOutError::SourceNotSupport(format!(
+            "{:?}",
+            source_conn.ty
+        ))),
+    }
+
+    destination
+}
+
+#[allow(unreachable_code, unreachable_patterns, unused_variables, unused_mut)]
+pub fn new_record_batch_iter(
+    source_conn: &SourceConn,
+    origin_query: Option<String>,
+    queries: &[CXQuery<String>],
+    batch_size: usize,
+) -> Box<dyn RecordBatchIterator> {
+    let destination = ArrowStreamDestination::new_with_batch_size(batch_size);
+    let protocol = source_conn.proto.as_str();
+    debug!("Protocol: {}", protocol);
+
+    match source_conn.ty {
+        #[cfg(feature = "src_postgres")]
+        SourceType::Postgres => {
+            let (config, tls) = rewrite_tls_args(&source_conn.conn).unwrap();
+            match (protocol, tls) {
+                ("csv", Some(tls_conn)) => {
+                    let source = PostgresSource::<CSVProtocol, MakeTlsConnector>::new(
+                        config,
+                        tls_conn,
+                        queries.len(),
+                    )
+                    .unwrap();
+                    let batch_iter =
+                        ArrowBatchIter::<
+                            _,
+                            PostgresArrowStreamTransport<CSVProtocol, MakeTlsConnector>,
+                        >::new(source, destination, origin_query, queries)
+                        .unwrap();
+                    return Box::new(batch_iter);
+                }
+                ("csv", None) => {
+                    let source =
+                        PostgresSource::<CSVProtocol, NoTls>::new(config, NoTls, queries.len())
+                            .unwrap();
+                    let batch_iter = ArrowBatchIter::<
+                        _,
+                        PostgresArrowStreamTransport<CSVProtocol, NoTls>,
+                    >::new(
+                        source, destination, origin_query, queries
+                    )
+                    .unwrap();
+                    return Box::new(batch_iter);
+                }
+                ("binary", Some(tls_conn)) => {
+                    let source = PostgresSource::<PgBinaryProtocol, MakeTlsConnector>::new(
+                        config,
+                        tls_conn,
+                        queries.len(),
+                    )
+                    .unwrap();
+                    let batch_iter =
+                        ArrowBatchIter::<
+                            _,
+                            PostgresArrowStreamTransport<PgBinaryProtocol, MakeTlsConnector>,
+                        >::new(source, destination, origin_query, queries)
+                        .unwrap();
+                    return Box::new(batch_iter);
+                }
+                ("binary", None) => {
+                    let source = PostgresSource::<PgBinaryProtocol, NoTls>::new(
+                        config,
+                        NoTls,
+                        queries.len(),
+                    )
+                    .unwrap();
+                    let batch_iter = ArrowBatchIter::<
+                        _,
+                        PostgresArrowStreamTransport<PgBinaryProtocol, NoTls>,
+                    >::new(
+                        source, destination, origin_query, queries
+                    )
+                    .unwrap();
+                    return Box::new(batch_iter);
+                }
+                ("cursor", Some(tls_conn)) => {
+                    let source = PostgresSource::<CursorProtocol, MakeTlsConnector>::new(
+                        config,
+                        tls_conn,
+                        queries.len(),
+                    )
+                    .unwrap();
+                    let batch_iter =
+                        ArrowBatchIter::<
+                            _,
+                            PostgresArrowStreamTransport<CursorProtocol, MakeTlsConnector>,
+                        >::new(source, destination, origin_query, queries)
+                        .unwrap();
+                    return Box::new(batch_iter);
+                }
+                ("cursor", None) => {
+                    let source =
+                        PostgresSource::<CursorProtocol, NoTls>::new(config, NoTls, queries.len())
+                            .unwrap();
+                    let batch_iter = ArrowBatchIter::<
+                        _,
+                        PostgresArrowStreamTransport<CursorProtocol, NoTls>,
+                    >::new(
+                        source, destination, origin_query, queries
+                    )
+                    .unwrap();
+                    return Box::new(batch_iter);
+                }
+                _ => unimplemented!("{} protocol not supported", protocol),
+            }
+        }
+        #[cfg(feature = "src_mysql")]
+        SourceType::MySQL => match protocol {
+            "binary" => {
+                let source =
+                    MySQLSource::<MySQLBinaryProtocol>::new(&source_conn.conn[..], queries.len())
+                        .unwrap();
+                let batch_iter =
+                    ArrowBatchIter::<_, MySQLArrowStreamTransport<MySQLBinaryProtocol>>::new(
+                        source,
+                        destination,
+                        origin_query,
+                        queries,
+                    )
+                    .unwrap();
+                return Box::new(batch_iter);
+            }
+            "text" => {
+                let source =
+                    MySQLSource::<TextProtocol>::new(&source_conn.conn[..], queries.len()).unwrap();
+                let batch_iter = ArrowBatchIter::<_, MySQLArrowStreamTransport<TextProtocol>>::new(
+                    source,
+                    destination,
+                    origin_query,
+                    queries,
+                )
+                .unwrap();
+                return Box::new(batch_iter);
+            }
+            _ => unimplemented!("{} protocol not supported", protocol),
+        },
+        #[cfg(feature = "src_sqlite")]
+        SourceType::SQLite => {
+            // remove the first "sqlite://" manually since url.path is not correct for windows
+            let path = &source_conn.conn.as_str()[9..];
+            let source = SQLiteSource::new(path, queries.len()).unwrap();
+            let batch_iter = ArrowBatchIter::<_, SQLiteArrowStreamTransport>::new(
+                source,
+                destination,
+                origin_query,
+                queries,
+            )
+            .unwrap();
+            return Box::new(batch_iter);
+        }
+        #[cfg(feature = "src_mssql")]
+        SourceType::MsSQL => {
+            let rt = Arc::new(tokio::runtime::Runtime::new().expect("Failed to create runtime"));
+            let source = MsSQLSource::new(rt, &source_conn.conn[..], queries.len()).unwrap();
+            let batch_iter = ArrowBatchIter::<_, MsSQLArrowStreamTransport>::new(
+                source,
+                destination,
+                origin_query,
+                queries,
+            )
+            .unwrap();
+            return Box::new(batch_iter);
+        }
+        #[cfg(feature = "src_oracle")]
+        SourceType::Oracle => {
+            let source = OracleSource::new(&source_conn.conn[..], queries.len()).unwrap();
+            let batch_iter = ArrowBatchIter::<_, OracleArrowStreamTransport>::new(
+                source,
+                destination,
+                origin_query,
+                queries,
+            )
+            .unwrap();
+            return Box::new(batch_iter);
+        }
+        #[cfg(feature = "src_bigquery")]
+        SourceType::BigQuery => {
+            let rt = Arc::new(tokio::runtime::Runtime::new().expect("Failed to create runtime"));
+            let source = BigQuerySource::new(rt, &source_conn.conn[..]).unwrap();
+            let batch_iter = ArrowBatchIter::<_, BigQueryArrowStreamTransport>::new(
+                source,
+                destination,
+                origin_query,
+                queries,
+            )
+            .unwrap();
+            return Box::new(batch_iter);
+        }
+        _ => {}
+    }
+    panic!("not supported!");
+}
diff --git a/connectorx/src/get_arrow2.rs b/connectorx/src/get_arrow2.rs
new file mode 100644
index 0000000..98de815
--- /dev/null
+++ b/connectorx/src/get_arrow2.rs
@@ -0,0 +1,231 @@
+#[cfg(feature = "src_mysql")]
+use crate::sources::mysql::{BinaryProtocol as MySQLBinaryProtocol, TextProtocol};
+#[cfg(feature = "src_postgres")]
+use crate::sources::postgres::{
+    rewrite_tls_args, BinaryProtocol as PgBinaryProtocol, CSVProtocol, CursorProtocol,
+    SimpleProtocol,
+};
+use crate::{prelude::*, sql::CXQuery};
+use fehler::{throw, throws};
+use log::debug;
+#[cfg(feature = "src_postgres")]
+use postgres::NoTls;
+#[cfg(feature = "src_postgres")]
+use postgres_openssl::MakeTlsConnector;
+#[allow(unused_imports)]
+use std::sync::Arc;
+
+#[allow(unreachable_code, unreachable_patterns, unused_variables, unused_mut)]
+#[throws(ConnectorXOutError)]
+pub fn get_arrow2(
+    source_conn: &SourceConn,
+    origin_query: Option<String>,
+    queries: &[CXQuery<String>],
+) -> Arrow2Destination {
+    let mut destination = Arrow2Destination::new();
+    let protocol = source_conn.proto.as_str();
+    debug!("Protocol: {}", protocol);
+
+    match source_conn.ty {
+        #[cfg(feature = "src_postgres")]
+        SourceType::Postgres => {
+            let (config, tls) = rewrite_tls_args(&source_conn.conn)?;
+            match (protocol, tls) {
+                ("csv", Some(tls_conn)) => {
+                    let sb = PostgresSource::<CSVProtocol, MakeTlsConnector>::new(
+                        config,
+                        tls_conn,
+                        queries.len(),
+                    )?;
+                    let dispatcher = Dispatcher::<
+                        _,
+                        _,
+                        PostgresArrow2Transport<CSVProtocol, MakeTlsConnector>,
+                    >::new(
+                        sb, &mut destination, queries, origin_query
+                    );
+                    dispatcher.run()?;
+                }
+                ("csv", None) => {
+                    let sb =
+                        PostgresSource::<CSVProtocol, NoTls>::new(config, NoTls, queries.len())?;
+                    let dispatcher =
+                        Dispatcher::<_, _, PostgresArrow2Transport<CSVProtocol, NoTls>>::new(
+                            sb,
+                            &mut destination,
+                            queries,
+                            origin_query,
+                        );
+                    dispatcher.run()?;
+                }
+                ("binary", Some(tls_conn)) => {
+                    let sb = PostgresSource::<PgBinaryProtocol, MakeTlsConnector>::new(
+                        config,
+                        tls_conn,
+                        queries.len(),
+                    )?;
+                    let dispatcher =
+                        Dispatcher::<
+                            _,
+                            _,
+                            PostgresArrow2Transport<PgBinaryProtocol, MakeTlsConnector>,
+                        >::new(sb, &mut destination, queries, origin_query);
+                    dispatcher.run()?;
+                }
+                ("binary", None) => {
+                    let sb = PostgresSource::<PgBinaryProtocol, NoTls>::new(
+                        config,
+                        NoTls,
+                        queries.len(),
+                    )?;
+                    let dispatcher = Dispatcher::<
+                        _,
+                        _,
+                        PostgresArrow2Transport<PgBinaryProtocol, NoTls>,
+                    >::new(
+                        sb, &mut destination, queries, origin_query
+                    );
+                    dispatcher.run()?;
+                }
+                ("cursor", Some(tls_conn)) => {
+                    let sb = PostgresSource::<CursorProtocol, MakeTlsConnector>::new(
+                        config,
+                        tls_conn,
+                        queries.len(),
+                    )?;
+                    let dispatcher = Dispatcher::<
+                        _,
+                        _,
+                        PostgresArrow2Transport<CursorProtocol, MakeTlsConnector>,
+                    >::new(
+                        sb, &mut destination, queries, origin_query
+                    );
+                    dispatcher.run()?;
+                }
+                ("cursor", None) => {
+                    let sb =
+                        PostgresSource::<CursorProtocol, NoTls>::new(config, NoTls, queries.len())?;
+                    let dispatcher = Dispatcher::<
+                        _,
+                        _,
+                        PostgresArrow2Transport<CursorProtocol, NoTls>,
+                    >::new(
+                        sb, &mut destination, queries, origin_query
+                    );
+                    dispatcher.run()?;
+                }
+                ("simple", Some(tls_conn)) => {
+                    let sb = PostgresSource::<SimpleProtocol, MakeTlsConnector>::new(
+                        config,
+                        tls_conn,
+                        queries.len(),
+                    )?;
+                    let dispatcher = Dispatcher::<
+                        _,
+                        _,
+                        PostgresArrow2Transport<SimpleProtocol, MakeTlsConnector>,
+                    >::new(
+                        sb, &mut destination, queries, origin_query
+                    );
+                    debug!("Running dispatcher");
+                    dispatcher.run()?;
+                }
+                ("simple", None) => {
+                    let sb =
+                        PostgresSource::<SimpleProtocol, NoTls>::new(config, NoTls, queries.len())?;
+                    let dispatcher = Dispatcher::<
+                        _,
+                        _,
+                        PostgresArrow2Transport<SimpleProtocol, NoTls>,
+                    >::new(
+                        sb, &mut destination, queries, origin_query
+                    );
+                    debug!("Running dispatcher");
+                    dispatcher.run()?;
+                }
+
+                _ => unimplemented!("{} protocol not supported", protocol),
+            }
+        }
+        #[cfg(feature = "src_mysql")]
+        SourceType::MySQL => match protocol {
+            "binary" => {
+                let source =
+                    MySQLSource::<MySQLBinaryProtocol>::new(&source_conn.conn[..], queries.len())?;
+                let dispatcher = Dispatcher::<_, _, MySQLArrow2Transport<MySQLBinaryProtocol>>::new(
+                    source,
+                    &mut destination,
+                    queries,
+                    origin_query,
+                );
+                dispatcher.run()?;
+            }
+            "text" => {
+                let source =
+                    MySQLSource::<TextProtocol>::new(&source_conn.conn[..], queries.len())?;
+                let dispatcher = Dispatcher::<_, _, MySQLArrow2Transport<TextProtocol>>::new(
+                    source,
+                    &mut destination,
+                    queries,
+                    origin_query,
+                );
+                dispatcher.run()?;
+            }
+            _ => unimplemented!("{} protocol not supported", protocol),
+        },
+        #[cfg(feature = "src_sqlite")]
+        SourceType::SQLite => {
+            // remove the first "sqlite://" manually since url.path is not correct for windows
+            let path = &source_conn.conn.as_str()[9..];
+            let source = SQLiteSource::new(path, queries.len())?;
+            let dispatcher = Dispatcher::<_, _, SQLiteArrow2Transport>::new(
+                source,
+                &mut destination,
+                queries,
+                origin_query,
+            );
+            dispatcher.run()?;
+        }
+        #[cfg(feature = "src_mssql")]
+        SourceType::MsSQL => {
+            let rt = Arc::new(tokio::runtime::Runtime::new().expect("Failed to create runtime"));
+            let source = MsSQLSource::new(rt, &source_conn.conn[..], queries.len())?;
+            let dispatcher = Dispatcher::<_, _, MsSQLArrow2Transport>::new(
+                source,
+                &mut destination,
+                queries,
+                origin_query,
+            );
+            dispatcher.run()?;
+        }
+        #[cfg(feature = "src_oracle")]
+        SourceType::Oracle => {
+            let source = OracleSource::new(&source_conn.conn[..], queries.len())?;
+            let dispatcher = Dispatcher::<_, _, OracleArrow2Transport>::new(
+                source,
+                &mut destination,
+                queries,
+                origin_query,
+            );
+            dispatcher.run()?;
+        }
+        #[cfg(feature = "src_bigquery")]
+        SourceType::BigQuery => {
+            let rt = Arc::new(tokio::runtime::Runtime::new().expect("Failed to create runtime"));
+            let source = BigQuerySource::new(rt, &source_conn.conn[..])?;
+            let dispatcher = Dispatcher::<_, _, BigQueryArrow2Transport>::new(
+                source,
+                &mut destination,
+                queries,
+                origin_query,
+            );
+            dispatcher.run()?;
+        }
+        _ => throw!(ConnectorXOutError::SourceNotSupport(format!(
+            "{:?}",
+            source_conn.ty
+        ))),
+    }
+
+    destination
+}
diff --git a/connectorx/src/lib.rs b/connectorx/src/lib.rs
new file mode 100644
index 0000000..84b043b
--- /dev/null
+++ b/connectorx/src/lib.rs
@@ -0,0 +1,218 @@
+#![allow(clippy::upper_case_acronyms)]
+
+//! # ConnectorX
+//!
+//! ConnectorX enables you to load data from databases into dataframes in the fastest and most memory efficient way by leveraging
+//! zero-copy and partition-based parallelism.
+//!
+//! Currently, ConnectorX consists of a Rust core library and a python library. This is the documentation for the Rust crate.
+//! For the documentation of the Python library, please refer to our [Github Readme](https://github.com/sfu-db/connector-x).
+//!
+//! # Design
+//!
+//! A data loading problem consists of three sub-problems:
+//! 1. How to connect to the data source and read data.
+//! 2. How to connect to the data destination and write data.
+//! 3. How to map the types between the source and destination.
+//!
+//! Additionally, since ConnectorX will partition a query into partitions and execute them in parallel, we also have
+//! 4. How to partition the query and run them in parallel.
+//!
+//! ConnectorX approaches these problems by defining abstractions on sources, destinations, and mapping rules.
+//! For the partition-based parallelism, ConnectorX will partition the query as well as the source and the destination
+//! together and put them into threads.
+//! Each thread will own exactly 1 query, 1 partitioned source, and 1 partitioned destination.
+//!
+//! The following graph depicts the internal mechanism when ConnectorX is downloading the data.
+//!
+//! ```text
+//!                     +------------------------------------------------------------+
+//!                     |                           Thread 1                         |
+//!                     |                                                            |
+//!     +---+           | +-----------------+   +-------------+  +-----------------+ |          +---+
+//!     |   +-----------+>| Partitioned Src +-->| Type Mapper +->| Partitioned Dst +-+--------->|   |
+//!     |   |           | +-----------------+   +-------------+  +-----------------+ |          |   |
+//!     | D |           |                                                            |          | D |
+//!     | a |           +------------------------------------------------------------+          | a |
+//!     | t |                                          .                                        | t |
+//!     | a |                                          .                                        | a |
+//!     | b |                                          .                                        | f |
+//!     | a |           +------------------------------------------------------------+          | r |
+//!     | s |           |                           Thread n                         |          | a |
+//!     | e |           |                                                            |          | m |
+//!     |   |           | +-----------------+   +-------------+  +-----------------+ |          | e |
+//!     |   +-----------+>| Partitioned Src +-->| Type Mapper +->| Partitioned Dst +-+--------->|   |
+//!     +---+           | +-----------------+   +-------------+  +-----------------+ |          +---+
+//!                     |                                                            |
+//!                     +------------------------------------------------------------+
+//!
+//! ```
+//! ## How does ConnectorX download the data?
+//!
+//! Upon receiving the query, e.g. SELECT * FROM lineitem, ConnectorX will first issue a LIMIT 1 query SELECT * FROM lineitem LIMIT 1 to get the schema of the result set.
+//!
+//! Then, if partition_on is specified, ConnectorX will issue `SELECT MIN($partition_on), MAX($partition_on) FROM (SELECT * FROM lineitem)` to know the range of the partition column.
+//! After that, the original query is split into partitions based on the min/max information, e.g. `SELECT * FROM (SELECT * FROM lineitem) WHERE $partition_on > 0 AND $partition_on < 10000`.
+//! ConnectorX will then run a count query to get the partition size (e.g. `SELECT COUNT(*) FROM (SELECT * FROM lineitem) WHERE $partition_on > 0 AND $partition_on < 10000`).
+//! If the partition is not specified, the count query will be `SELECT COUNT(*) FROM (SELECT * FROM lineitem)`.
+//!
+//! Finally, ConnectorX will use the schema info as well as the count info to allocate memory and download data by executing the queries normally.
+//! Once the downloading begins, there will be one thread for each partition so that the data are downloaded in parallel at the partition level.
+//! The thread will issue the query of the corresponding partition to the database and then write the returned data to the destination row-wise or column-wise (depends on the database) in a streaming fashion.
+//! This mechanism implies that having an index on the partition column is recommended to make full use of the parallel downloading power provided by ConnectorX.
+//!
+//! # Extending ConnectorX
+//! ## Adding a new source
+//!
+//! To add a new data source, you need to implement [`sources::Source`], [`sources::SourcePartition`], [`sources::PartitionParser`], and [`sources::Produce`] for the source.
+//! In detail, [`sources::Source`] describes how to connect to the database from a connection string, as well as how to do partitioning on the source to produce a list of [`sources::SourcePartition`].
+//! [`sources::SourcePartition`] describes how to get the row count for the specific partition so that the destination can preallocate the memory.
+//! Finally, [`sources::PartitionParser`] and [`sources::Produce`] abstracts away the detail about how does each partition parse different types.
+//!
+//! ## Adding a new destination
+//!
+//! To add a new data destination, you need to implement [`destinations::Destination`], [`destinations::DestinationPartition`], and [`destinations::Consume`]. Similar to the sources,
+//! [`destinations::Destination`] describes how to allocate the memory of the data destination, as well as how to do partitioning on the destination to produce a list of [`destinations::DestinationPartition`].
+//! [`destinations::DestinationPartition`] and [`destinations::Consume`] abstract away the detail about how does each partition writes different types.
+//!
+//! ## Adding a new transport (type mapping)
+//!
+//! After having a source and a destination that describes how to read and write the data,
+//! ConnectorX also needs to know how to convert the values with different types from the source to the destination.
+//! For example, Postgres can produce a `uuid` type but there's no uuid in Arrow. It is the transport's duty to convert
+//! the `uuid` into an Arrow compatible type, e.g. string. You can use the [`impl_transport!`] macro to define a transport.
+//!
+//! ## Putting things together
+//!
+//! Say, you decide to load data from SQL Server to Arrow. In ConnectorX we already provided the source for SQL Server as [`sources::sqlite::SQLiteSource`], and the
+//! Arrow destination [`destinations::arrow::ArrowDestination`], as well as the transport [`transports::SQLiteArrowTransport`].
+//! Given the source, destination and transport already implemented, you can use [`dispatcher::Dispatcher`] to load the data:
+//!
+//! ```no_run
+//! use connectorx::prelude::*;
+//!
+//! let mut destination = ArrowDestination::new();
+//! let source = SQLiteSource::new("/path/to/db", 10).expect("cannot create the source");
+//! let queries = &["SELECT * FROM db WHERE id < 100", "SELECT * FROM db WHERE id >= 100"];
+//! let dispatcher = Dispatcher::<SQLiteSource, ArrowDestination, SQLiteArrowTransport>::new(source, &mut destination, queries, None);
+//! dispatcher.run().expect("run failed");
+//!
+//! let data = destination.arrow();
+//! ```
+//!
+//! Or simply you can directly use the [`get_arrow::get_arrow`] or [`get_arrow2::get_arrow2`] in which we wrapped the above procedures:
+//!
+//! ```no_run
+//! use connectorx::prelude::*;
+//! use std::convert::TryFrom;
+//!
+//! let mut source_conn = SourceConn::try_from("postgresql://username:password@host:port/db?cxprotocol=binary").expect("parse conn str failed");
+//! let queries = &[CXQuery::from("SELECT * FROM table WHERE id < 100"), CXQuery::from("SELECT * FROM table WHERE id >= 100")];
+//! let destination = get_arrow(&source_conn, None, queries).expect("run failed");
+//!
+//! let data = destination.arrow();
+//! ```
+//!
+//! NOTE: the pool size parameter `nconn` used in initializing the source should be larger than or equal to the number of partitioned queries input later.
+//!
+//! ## Need more examples?
+//! You can use the existing implementation as the example.
+//! [MySQL source](https://github.com/sfu-db/connector-x/tree/main/connectorx/src/sources/mysql),
+//! [Arrow destination](https://github.com/sfu-db/connector-x/tree/main/connectorx/src/destinations/arrow),
+//! [MySQL to Arrow transport](https://github.com/sfu-db/connector-x/blob/main/connectorx/src/transports/mysql_arrow.rs).
+//!
+//! # Sources protocols & Destinations that is implemented in the Rust core.
+//!
+//! ## Sources
+//! - [x] Postgres
+//! - [x] Mysql
+//! - [x] Sqlite
+//! - [x] SQL Server
+//! - [x] Oracle
+//! - [x] BigQuery
+//!
+//! ## Destinations
+//! - [x] Arrow
+//! - [x] Arrow2
+//!
+//! # Feature gates
+//! By default, ConnectorX does not enable any sources / destinations to keep the dependencies minimal.
+//! Instead, we provide following features for you to opt-in: `src_sqlite`, `src_postgres`, `src_mysql`, `src_mssql`, `src_oracle`, `dst_arrow`, `dst_arrow2`.
+//! For example, if you'd like to load data from Postgres to Arrow, you can enable `src_postgres` and `dst_arrow` in `Cargo.toml`.
+//! This will enable [`sources::postgres`], [`destinations::arrow`] and [`transports::PostgresArrowTransport`].
+
+pub mod typesystem;
+#[macro_use]
+mod macros;
+#[cfg(feature = "dst_arrow")]
+pub mod arrow_batch_iter;
+pub mod constants;
+pub mod data_order;
+pub mod destinations;
+mod dispatcher;
+pub mod errors;
+#[cfg(feature = "fed_exec")]
+pub mod fed_dispatcher;
+#[cfg(feature = "federation")]
+pub mod fed_rewriter;
+#[cfg(feature = "dst_arrow")]
+pub mod get_arrow;
+#[cfg(feature = "dst_arrow2")]
+pub mod get_arrow2;
+pub mod partition;
+pub mod source_router;
+pub mod sources;
+#[doc(hidden)]
+pub mod sql;
+pub mod transports;
+#[doc(hidden)]
+pub mod utils;
+
+pub mod prelude {
+    #[cfg(feature = "dst_arrow")]
+    pub use crate::arrow_batch_iter::{set_global_num_thread, RecordBatchIterator};
+    pub use crate::data_order::{coordinate, DataOrder};
+    #[cfg(feature = "dst_arrow")]
+    pub use crate::destinations::arrow::{ArrowDestination, ArrowPartitionWriter, ArrowTypeSystem};
+    #[cfg(feature = "dst_arrow2")]
+    pub use crate::destinations::arrow2::Arrow2Destination;
+    #[cfg(feature = "dst_arrow")]
+    pub use crate::destinations::arrowstream::{
+        ArrowDestination as ArrowStreamDestination,
+        ArrowPartitionWriter as ArrowStreamPartitionWriter,
+        ArrowTypeSystem as ArrowStreamTypeSystem,
+    };
+    pub use crate::destinations::{Consume, Destination, DestinationPartition};
+    pub use crate::dispatcher::Dispatcher;
+    pub use crate::errors::{ConnectorXError, ConnectorXOutError};
+    #[cfg(feature = "federation")]
+    pub use crate::fed_rewriter::{rewrite_sql, FederatedDataSourceInfo, Plan};
+    #[cfg(feature = "dst_arrow")]
+    pub use crate::get_arrow::{get_arrow, new_record_batch_iter};
+    #[cfg(feature = "dst_arrow2")]
+    pub use crate::get_arrow2::get_arrow2;
+    pub use crate::source_router::*;
+    #[cfg(feature = "src_bigquery")]
+    pub use crate::sources::bigquery::BigQuerySource;
+    #[cfg(feature = "src_csv")]
+    pub use crate::sources::csv::CSVSource;
+    #[cfg(feature = "src_dummy")]
+    pub use crate::sources::dummy::DummySource;
+    #[cfg(feature = "src_mssql")]
+    pub use crate::sources::mssql::MsSQLSource;
+    #[cfg(feature = "src_mysql")]
+    pub use crate::sources::mysql::MySQLSource;
+    #[cfg(feature = "src_oracle")]
+    pub use crate::sources::oracle::OracleSource;
+    #[cfg(feature = "src_postgres")]
+    pub use crate::sources::postgres::PostgresSource;
+    #[cfg(feature = "src_sqlite")]
+    pub use crate::sources::sqlite::SQLiteSource;
+    pub use crate::sources::{PartitionParser, Produce, Source, SourcePartition};
+    pub use crate::sql::CXQuery;
+    pub use crate::transports::*;
+    pub use crate::typesystem::{
+        ParameterizedFunc, ParameterizedOn, Realize, Transport, TypeAssoc, TypeConversion,
+        TypeSystem,
+    };
+}
diff --git a/connectorx/src/macros.rs b/connectorx/src/macros.rs
new file mode 100644
index 0000000..3d80d67
--- /dev/null
+++ b/connectorx/src/macros.rs
@@ -0,0 +1,321 @@
+/// Associate physical representations to a typesystem.
+///
+/// # Example Usage
+/// ```ignore
+/// pub enum ArrowTypeSystem {
+///     Int32(bool),
+///     Int64(bool),
+///     UInt32(bool),
+///     UInt64(bool),
+///     Float32(bool),
+///     Float64(bool),
+///     Boolean(bool),
+///     LargeUtf8(bool),
+///     LargeBinary(bool),
+///     Date32(bool),
+///     Date64(bool),
+///     Time64(bool),
+///     DateTimeTz(bool),
+/// }
+///
+/// impl_typesystem! {
+///     system = ArrowTypeSystem,
+///     mappings = {
+///         { Int32      => i32           }
+///         { Int64      => i64           }
+///         { UInt32     => u32           }
+///         { UInt64     => u64           }
+///         { Float64    => f64           }
+///         { Float32    => f32           }
+///         { Boolean    => bool          }
+///         { LargeUtf8  => String        }
+///         { LargeBinary => Vec<u8>      }
+///         { Date32     => NaiveDate     }
+///         { Date64     => NaiveDateTime }
+///         { Time64     => NaiveTime     }
+///         { DateTimeTz => DateTime<Utc> }
+///     }
+/// }
+/// ```
+/// This means for the type system `ArrowTypeSystem`, it's variant `ArrowTypeSystem::Int32(false)` is corresponding to the physical type `i32` and
+/// `ArrowTypeSystem::Int32(true)` is corresponding to the physical type `Option<i32>`.
+#[macro_export]
+macro_rules! impl_typesystem {
+    (
+        system = $TS:tt,
+        mappings = {
+            $(
+                { $($V:tt)|+ => $NT:ty }
+            )*
+        }
+    ) => {
+        impl $crate::typesystem::TypeSystem for $TS {}
+
+        $(
+            impl_typesystem!(@typeassoc $TS [$($V)+], $NT);
+        )+
+
+        impl_typesystem!(@realize $TS $([ [$($V)+] => $NT ])+ );
+    };
+
+    (@typeassoc $TS:tt [$($V:tt)+], $NT:ty) => {
+        impl<'r> $crate::typesystem::TypeAssoc<$TS> for $NT {
+            fn check(ts: $TS) -> $crate::errors::Result<()> {
+                match ts {
+                    $(
+                        $TS::$V(false) => Ok(()),
+                    )+
+                    _ => fehler::throw!($crate::errors::ConnectorXError::TypeCheckFailed(format!("{:?}", ts), std::any::type_name::<$NT>()))
+                }
+            }
+        }
+
+        impl<'r> $crate::typesystem::TypeAssoc<$TS> for Option<$NT> {
+            fn check(ts: $TS) -> $crate::errors::Result<()> {
+                match ts {
+                    $(
+                        $TS::$V(true) => Ok(()),
+                    )+
+                    _ => fehler::throw!($crate::errors::ConnectorXError::TypeCheckFailed(format!("{:?}", ts), std::any::type_name::<$NT>()))
+                }
+            }
+        }
+    };
+
+    (@realize $TS:tt $([ [$($V:tt)+] => $NT:ty ])+) => {
+        impl<'r, F> $crate::typesystem::Realize<F> for $TS
+        where
+            F: $crate::typesystem::ParameterizedFunc,
+            $(F: $crate::typesystem::ParameterizedOn<$NT>,)+
+            $(F: $crate::typesystem::ParameterizedOn<Option<$NT>>,)+
+        {
+            fn realize(self) -> $crate::errors::Result<F::Function> {
+                match self {
+                    $(
+                        $(
+                            $TS::$V(false) => Ok(F::realize::<$NT>()),
+                        )+
+                        $(
+                            $TS::$V(true) => Ok(F::realize::<Option<$NT>>()),
+                        )+
+                    )+
+                }
+            }
+        }
+    };
+}
+
+/// A macro to help define a Transport.
+///
+/// # Example Usage
+/// ```ignore
+/// impl_transport!(
+///     name = MsSQLArrowTransport,
+///     error = MsSQLArrowTransportError,
+///     systems = MsSQLTypeSystem => ArrowTypeSystem,
+///     route = MsSQLSource => ArrowDestination,
+///     mappings = {
+///         { Tinyint[u8]                   => Int32[i32]                | conversion auto }
+///         { Smallint[i16]                 => Int32[i32]                | conversion auto }
+///         { Int[i32]                      => Int32[i32]                | conversion auto }
+///         { Bigint[i64]                   => Int64[i64]                | conversion auto }
+///         { Intn[IntN]                    => Int64[i64]                | conversion option }
+///         { Float24[f32]                  => Float32[f32]              | conversion auto }
+///         { Float53[f64]                  => Float64[f64]              | conversion auto }
+///         { Floatn[FloatN]                => Float64[f64]              | conversion option }
+///         { Bit[bool]                     => Boolean[bool]             | conversion auto  }
+///         { Nvarchar[&'r str]             => LargeUtf8[String]         | conversion owned }
+///         { Varchar[&'r str]              => LargeUtf8[String]         | conversion none }
+///         { Nchar[&'r str]                => LargeUtf8[String]         | conversion none }
+///         { Char[&'r str]                 => LargeUtf8[String]         | conversion none }
+///         { Text[&'r str]                 => LargeUtf8[String]         | conversion none }
+///         { Ntext[&'r str]                => LargeUtf8[String]         | conversion none }
+///         { Binary[&'r [u8]]              => LargeBinary[Vec<u8>]      | conversion owned }
+///         { Varbinary[&'r [u8]]           => LargeBinary[Vec<u8>]      | conversion none }
+///         { Image[&'r [u8]]               => LargeBinary[Vec<u8>]      | conversion none }
+///         { Numeric[Decimal]              => Float64[f64]              | conversion option }
+///         { Decimal[Decimal]              => Float64[f64]              | conversion none }
+///         { Datetime[NaiveDateTime]       => Date64[NaiveDateTime]     | conversion auto }
+///         { Datetime2[NaiveDateTime]      => Date64[NaiveDateTime]     | conversion none }
+///         { Smalldatetime[NaiveDateTime]  => Date64[NaiveDateTime]     | conversion none }
+///         { Date[NaiveDate]               => Date32[NaiveDate]         | conversion auto }
+///         { Datetimeoffset[DateTime<Utc>] => DateTimeTz[DateTime<Utc>] | conversion auto }
+///         { Uniqueidentifier[Uuid]        => LargeUtf8[String]         | conversion option }
+///     }
+/// );
+/// ```
+/// This implements a `Transport` called `MsSQLArrowTransport` that can convert types from MsSQL to Arrow.
+#[macro_export]
+macro_rules! impl_transport {
+    (
+        name = $TP:ty,
+        error = $ET:ty,
+        systems = $TSS:tt => $TSD:tt,
+        route = $S:ty => $D:ty,
+        mappings = {
+            $(
+                { $($TOKENS:tt)+ }
+            )*
+        }
+    ) => {
+        $(
+            impl_transport!(@cvt $TP, $($TOKENS)+);
+        )*
+
+        impl_transport!(@transport $TP, $ET [$TSS, $TSD] [$S, $D] $([ $($TOKENS)+ ])*);
+    };
+
+    // transport
+    (@transport $TP:ty, $ET:ty [$TSS:tt, $TSD:tt] [$S:ty, $D:ty] $([ $($TOKENS:tt)+ ])*) => {
+        impl <'tp> $crate::typesystem::Transport for $TP {
+            type TSS = $TSS;
+            type TSD = $TSD;
+            type S = $S;
+            type D = $D;
+            type Error = $ET;
+
+            impl_transport!(@cvtts [$TSS, $TSD] $([ $($TOKENS)+ ])*);
+            impl_transport!(@process [$TSS, $TSD] $([ $($TOKENS)+ ])*);
+            impl_transport!(@processor [$TSS, $TSD] $([ $($TOKENS)+ ])*, $([ $($TOKENS)+ ])*);
+        }
+    };
+
+    (@cvtts [$TSS:tt, $TSD:tt] $( [$V1:tt [$T1:ty] => $V2:tt [$T2:ty] | conversion $HOW:ident] )*) => {
+        fn convert_typesystem(ts: Self::TSS) -> $crate::errors::Result<Self::TSD> {
+            match ts {
+                $(
+                    $TSS::$V1(true) => Ok($TSD::$V2(true)),
+                    $TSS::$V1(false) => Ok($TSD::$V2(false)),
+                )*
+                #[allow(unreachable_patterns)]
+                _ => fehler::throw!($crate::errors::ConnectorXError::NoConversionRule(
+                    format!("{:?}", ts), format!("{}", std::any::type_name::<Self::TSD>())
+                ))
+            }
+        }
+    };
+
+    (@process [$TSS:tt, $TSD:tt] $([ $V1:tt [$T1:ty] => $V2:tt [$T2:ty] | conversion $HOW:ident ])*) => {
+        fn process<'s, 'd, 'r>(
+            ts1: Self::TSS,
+            ts2: Self::TSD,
+            src: &'r mut <<Self::S as $crate::sources::Source>::Partition as $crate::sources::SourcePartition>::Parser<'s>,
+            dst: &'r mut <Self::D as $crate::destinations::Destination>::Partition<'d>,
+        ) -> Result<(), Self::Error> where Self: 'd {
+            match (ts1, ts2) {
+                $(
+                    ($TSS::$V1(true), $TSD::$V2(true)) => {
+                        let val: Option<$T1> = $crate::sources::PartitionParser::parse(src)?;
+                        let val: Option<$T2> = <Self as TypeConversion<Option<$T1>, _>>::convert(val);
+                        $crate::destinations::DestinationPartition::write(dst, val)?;
+                        Ok(())
+                    }
+
+                    ($TSS::$V1(false), $TSD::$V2(false)) => {
+                        let val: $T1 = $crate::sources::PartitionParser::parse(src)?;
+                        let val: $T2 = <Self as TypeConversion<$T1, _>>::convert(val);
+                        $crate::destinations::DestinationPartition::write(dst, val)?;
+                        Ok(())
+                    }
+                )*
+                #[allow(unreachable_patterns)]
+                _ => fehler::throw!($crate::errors::ConnectorXError::NoConversionRule(
+                    format!("{:?}", ts1), format!("{:?}", ts1))
+                )
+            }
+
+        }
+    };
+
+    (@processor [$TSS:tt, $TSD:tt] $([ $V1:tt [$T1:ty] => $V2:tt [$T2:ty] | conversion $HOW:ident ])*, $([ $($TOKENS:tt)+ ])*) => {
+        fn processor<'s, 'd>(
+            ts1: Self::TSS,
+            ts2: Self::TSD,
+        ) -> $crate::errors::Result<
+            fn(
+                src: &mut <<Self::S as $crate::sources::Source>::Partition as $crate::sources::SourcePartition>::Parser<'s>,
+                dst: &mut <Self::D as $crate::destinations::Destination>::Partition<'d>,
+            ) -> Result<(), Self::Error>
+        > where Self: 'd {
+            match (ts1, ts2) {
+                $(
+                    ($TSS::$V1(true), $TSD::$V2(true)) => {
+                        impl_transport!(@process_func_branch true [ $($TOKENS)+ ])
+                    }
+
+                    ($TSS::$V1(false), $TSD::$V2(false)) => {
+                        impl_transport!(@process_func_branch false [ $($TOKENS)+ ])
+                    }
+                )*
+                #[allow(unreachable_patterns)]
+                _ => fehler::throw!($crate::errors::ConnectorXError::NoConversionRule(
+                    format!("{:?}", ts1), format!("{:?}", ts1))
+                )
+            }
+
+        }
+    };
+
+    (@process_func_branch $OPT:ident [ $V1:tt [&$L1:lifetime $T1:ty] => $V2:tt [&$L2:lifetime $T2:ty] | conversion $HOW:ident ]) => {
+        impl_transport!(@process_func_branch $OPT &$T1, &$T2)
+    };
+    (@process_func_branch $OPT:ident [ $V1:tt [$T1:ty] => $V2:tt [&$L2:lifetime $T2:ty] | conversion $HOW:ident ]) => {
+        impl_transport!(@process_func_branch $OPT $T1, &$T2)
+    };
+    (@process_func_branch $OPT:ident [ $V1:tt [&$L1:lifetime $T1:ty] => $V2:tt [$T2:ty] | conversion $HOW:ident ]) => {
+        impl_transport!(@process_func_branch $OPT &$T1, $T2)
+    };
+    (@process_func_branch $OPT:ident [ $V1:tt [$T1:ty] => $V2:tt [$T2:ty] | conversion $HOW:ident ]) => {
+        impl_transport!(@process_func_branch $OPT $T1, $T2)
+    };
+    (@process_func_branch true $T1:ty, $T2:ty) => {
+        Ok(
+            |s: &mut _, d: &mut _| $crate::typesystem::process::<Option<$T1>, Option<$T2>, Self, Self::S, Self::D, <Self::S as $crate::sources::Source>::Error, <Self::D as $crate::destinations::Destination>::Error, Self::Error>(s, d)
+        )
+    };
+    (@process_func_branch false $T1:ty, $T2:ty) => {
+        Ok(
+            |s: &mut _, d: &mut _| $crate::typesystem::process::<$T1, $T2, Self, Self::S, Self::D, <Self::S as $crate::sources::Source>::Error, <Self::D as $crate::destinations::Destination>::Error, Self::Error>(s, d)
+        )
+    };
+
+    // TypeConversion
+    (@cvt $TP:ty, $V1:tt [$T1:ty] => $V2:tt [$T2:ty] | conversion $HOW:ident) => {
+        impl_transport!(@cvt $HOW $TP, $T1, $T2);
+    };
+    (@cvt auto $TP:ty, $T1:ty, $T2:ty) => {
+        impl<'tp, 'r> $crate::typesystem::TypeConversion<$T1, $T2> for $TP {
+            fn convert(val: $T1) -> $T2 {
+                val as _
+            }
+        }
+
+        impl_transport!(@cvt option $TP, $T1, $T2);
+    };
+    (@cvt auto_vec $TP:ty, $T1:ty, $T2:ty) => {
+        impl<'tp, 'r> $crate::typesystem::TypeConversion<$T1, $T2> for $TP {
+            fn convert(val: $T1) -> $T2 {
+                val.into_iter().map(|v| v as _).collect()
+            }
+        }
+
+        impl_transport!(@cvt option $TP, $T1, $T2);
+    };
+    (@cvt owned $TP:ty, $T1:ty, $T2:ty) => {
+        impl<'tp, 'r> $crate::typesystem::TypeConversion<$T1, $T2> for $TP {
+            fn convert(val: $T1) -> $T2 {
+                val.to_owned()
+            }
+        }
+
+        impl_transport!(@cvt option $TP, $T1, $T2);
+    };
+    (@cvt option $TP:ty, $T1:ty, $T2:ty) => {
+        impl<'tp, 'r> $crate::typesystem::TypeConversion<Option<$T1>, Option<$T2>> for $TP {
+            fn convert(val: Option<$T1>) -> Option<$T2> {
+                val.map(Self::convert)
+            }
+        }
+    };
+    (@cvt none $TP:ty, $T1:ty, $T2:ty) => {};
+}
diff --git a/connectorx/src/partition.rs b/connectorx/src/partition.rs
new file mode 100644
index 0000000..370120e
--- /dev/null
+++ b/connectorx/src/partition.rs
@@ -0,0 +1,483 @@
+use crate::errors::{ConnectorXOutError, OutResult};
+use crate::source_router::{SourceConn, SourceType};
+#[cfg(feature = "src_bigquery")]
+use crate::sources::bigquery::BigQueryDialect;
+#[cfg(feature = "src_mssql")]
+use crate::sources::mssql::{mssql_config, FloatN, IntN, MsSQLTypeSystem};
+#[cfg(feature = "src_mysql")]
+use crate::sources::mysql::{MySQLSourceError, MySQLTypeSystem};
+#[cfg(feature = "src_oracle")]
+use crate::sources::oracle::{connect_oracle, OracleDialect};
+#[cfg(feature = "src_postgres")]
+use crate::sources::postgres::{rewrite_tls_args, PostgresTypeSystem};
+#[cfg(feature = "src_sqlite")]
+use crate::sql::get_partition_range_query_sep;
+use crate::sql::{get_partition_range_query, single_col_partition_query, CXQuery};
+use anyhow::anyhow;
+use fehler::{throw, throws};
+#[cfg(feature = "src_bigquery")]
+use gcp_bigquery_client;
+#[cfg(feature = "src_mysql")]
+use r2d2_mysql::mysql::{prelude::Queryable, Opts, Pool, Row};
+#[cfg(feature = "src_sqlite")]
+use rusqlite::{types::Type, Connection};
+#[cfg(feature = "src_postgres")]
+use rust_decimal::{prelude::ToPrimitive, Decimal};
+#[cfg(feature = "src_postgres")]
+use rust_decimal_macros::dec;
+#[cfg(feature = "src_mssql")]
+use sqlparser::dialect::MsSqlDialect;
+#[cfg(feature = "src_mysql")]
+use sqlparser::dialect::MySqlDialect;
+#[cfg(feature = "src_postgres")]
+use sqlparser::dialect::PostgreSqlDialect;
+#[cfg(feature = "src_sqlite")]
+use sqlparser::dialect::SQLiteDialect;
+#[cfg(feature = "src_mssql")]
+use tiberius::Client;
+#[cfg(any(feature = "src_bigquery", feature = "src_mssql"))]
+use tokio::{net::TcpStream, runtime::Runtime};
+#[cfg(feature = "src_mssql")]
+use tokio_util::compat::TokioAsyncWriteCompatExt;
+use url::Url;
+
+pub struct PartitionQuery {
+    query: String,
+    column: String,
+    min: Option<i64>,
+    max: Option<i64>,
+    num: usize,
+}
+
+impl PartitionQuery {
+    pub fn new(query: &str, column: &str, min: Option<i64>, max: Option<i64>, num: usize) -> Self {
+        Self {
+            query: query.into(),
+            column: column.into(),
+            min,
+            max,
+            num,
+        }
+    }
+}
+
+pub fn partition(part: &PartitionQuery, source_conn: &SourceConn) -> OutResult<Vec<CXQuery>> {
+    let mut queries = vec![];
+    let num = part.num as i64;
+    let (min, max) = match (part.min, part.max) {
+        (None, None) => get_col_range(source_conn, &part.query, &part.column)?,
+        (Some(min), Some(max)) => (min, max),
+        _ => throw!(anyhow!(
+            "partition_query range can not be partially specified",
+        )),
+    };
+
+    let partition_size = (max - min + 1) / num;
+
+    for i in 0..num {
+        let lower = min + i * partition_size;
+        let upper = match i == num - 1 {
+            true => max + 1,
+            false => min + (i + 1) * partition_size,
+        };
+        let partition_query = get_part_query(source_conn, &part.query, &part.column, lower, upper)?;
+        queries.push(partition_query);
+    }
+    Ok(queries)
+}
+
+pub fn get_col_range(source_conn: &SourceConn, query: &str, col: &str) -> OutResult<(i64, i64)> {
+    match source_conn.ty {
+        #[cfg(feature = "src_postgres")]
+        SourceType::Postgres => pg_get_partition_range(&source_conn.conn, query, col),
+        #[cfg(feature = "src_sqlite")]
+        SourceType::SQLite => sqlite_get_partition_range(&source_conn.conn, query, col),
+        #[cfg(feature = "src_mysql")]
+        SourceType::MySQL => mysql_get_partition_range(&source_conn.conn, query, col),
+        #[cfg(feature = "src_mssql")]
+        SourceType::MsSQL => mssql_get_partition_range(&source_conn.conn, query, col),
+        #[cfg(feature = "src_oracle")]
+        SourceType::Oracle => oracle_get_partition_range(&source_conn.conn, query, col),
+        #[cfg(feature = "src_bigquery")]
+        SourceType::BigQuery => bigquery_get_partition_range(&source_conn.conn, query, col),
+        _ => unimplemented!("{:?} not implemented!", source_conn.ty),
+    }
+}
+
+#[throws(ConnectorXOutError)]
+pub fn get_part_query(
+    source_conn: &SourceConn,
+    query: &str,
+    col: &str,
+    lower: i64,
+    upper: i64,
+) -> CXQuery<String> {
+    let query = match source_conn.ty {
+        #[cfg(feature = "src_postgres")]
+        SourceType::Postgres => {
+            single_col_partition_query(query, col, lower, upper, &PostgreSqlDialect {})?
+        }
+        #[cfg(feature = "src_sqlite")]
+        SourceType::SQLite => {
+            single_col_partition_query(query, col, lower, upper, &SQLiteDialect {})?
+        }
+        #[cfg(feature = "src_mysql")]
+        SourceType::MySQL => {
+            single_col_partition_query(query, col, lower, upper, &MySqlDialect {})?
+        }
+        #[cfg(feature = "src_mssql")]
+        SourceType::MsSQL => {
+            single_col_partition_query(query, col, lower, upper, &MsSqlDialect {})?
+        }
+        #[cfg(feature = "src_oracle")]
+        SourceType::Oracle => {
+            single_col_partition_query(query, col, lower, upper, &OracleDialect {})?
+        }
+        #[cfg(feature = "src_bigquery")]
+        SourceType::BigQuery => {
+            single_col_partition_query(query, col, lower, upper, &BigQueryDialect {})?
+        }
+        _ => unimplemented!("{:?} not implemented!", source_conn.ty),
+    };
+    CXQuery::Wrapped(query)
+}
+
+#[cfg(feature = "src_postgres")]
+#[throws(ConnectorXOutError)]
+fn pg_get_partition_range(conn: &Url, query: &str, col: &str) -> (i64, i64) {
+    let (config, tls) = rewrite_tls_args(conn)?;
+    let mut client = match tls {
+        None => config.connect(postgres::NoTls)?,
+        Some(tls_conn) => config.connect(tls_conn)?,
+    };
+    let range_query = get_partition_range_query(query, col, &PostgreSqlDialect {})?;
+    let row = client.query_one(range_query.as_str(), &[])?;
+
+    let col_type = PostgresTypeSystem::from(row.columns()[0].type_());
+    let (min_v, max_v) = match col_type {
+        PostgresTypeSystem::Int2(_) => {
+            let min_v: Option<i16> = row.get(0);
+            let max_v: Option<i16> = row.get(1);
+            (min_v.unwrap_or(0) as i64, max_v.unwrap_or(0) as i64)
+        }
+        PostgresTypeSystem::Int4(_) => {
+            let min_v: Option<i32> = row.get(0);
+            let max_v: Option<i32> = row.get(1);
+            (min_v.unwrap_or(0) as i64, max_v.unwrap_or(0) as i64)
+        }
+        PostgresTypeSystem::Int8(_) => {
+            let min_v: Option<i64> = row.get(0);
+            let max_v: Option<i64> = row.get(1);
+            (min_v.unwrap_or(0), max_v.unwrap_or(0))
+        }
+        PostgresTypeSystem::Float4(_) => {
+            let min_v: Option<f32> = row.get(0);
+            let max_v: Option<f32> = row.get(1);
+            (min_v.unwrap_or(0.0) as i64, max_v.unwrap_or(0.0) as i64)
+        }
+        PostgresTypeSystem::Float8(_) => {
+            let min_v: Option<f64> = row.get(0);
+            let max_v: Option<f64> = row.get(1);
+            (min_v.unwrap_or(0.0) as i64, max_v.unwrap_or(0.0) as i64)
+        }
+        PostgresTypeSystem::Numeric(_) => {
+            let min_v: Option<Decimal> = row.get(0);
+            let max_v: Option<Decimal> = row.get(1);
+            (
+                min_v.unwrap_or(dec!(0.0)).to_i64().unwrap_or(0),
+                max_v.unwrap_or(dec!(0.0)).to_i64().unwrap_or(0),
+            )
+        }
+        _ => throw!(anyhow!(
+            "Partition can only be done on int or float columns"
+        )),
+    };
+
+    (min_v, max_v)
+}
+
+#[cfg(feature = "src_sqlite")]
+#[throws(ConnectorXOutError)]
+fn sqlite_get_partition_range(conn: &Url, query: &str, col: &str) -> (i64, i64) {
+    // remove the first "sqlite://" manually since url.path is not correct for windows and for relative path
+    let conn = Connection::open(&conn.as_str()[9..])?;
+    // SQLite only optimize min max queries when there is only one aggregation
+    // https://www.sqlite.org/optoverview.html#minmax
+    let (min_query, max_query) = get_partition_range_query_sep(query, col, &SQLiteDialect {})?;
+    let mut error = None;
+    let min_v = conn.query_row(min_query.as_str(), [], |row| {
+        // declare type for count query will be None, only need to check the returned value type
+        let col_type = row.get_ref(0)?.data_type();
+        match col_type {
+            Type::Integer => row.get(0),
+            Type::Real => {
+                let v: f64 = row.get(0)?;
+                Ok(v as i64)
+            }
+            Type::Null => Ok(0),
+            _ => {
+                error = Some(anyhow!("Partition can only be done on integer columns"));
+                Ok(0)
+            }
+        }
+    })?;
+    match error {
+        None => {}
+        Some(e) => throw!(e),
+    }
+    let max_v = conn.query_row(max_query.as_str(), [], |row| {
+        let col_type = row.get_ref(0)?.data_type();
+        match col_type {
+            Type::Integer => row.get(0),
+            Type::Real => {
+                let v: f64 = row.get(0)?;
+                Ok(v as i64)
+            }
+            Type::Null => Ok(0),
+            _ => {
+                error = Some(anyhow!("Partition can only be done on integer columns"));
+                Ok(0)
+            }
+        }
+    })?;
+    match error {
+        None => {}
+        Some(e) => throw!(e),
+    }
+
+    (min_v, max_v)
+}
+
+#[cfg(feature = "src_mysql")]
+#[throws(ConnectorXOutError)]
+fn mysql_get_partition_range(conn: &Url, query: &str, col: &str) -> (i64, i64) {
+    let pool = Pool::new(Opts::from_url(conn.as_str()).map_err(MySQLSourceError::MySQLUrlError)?)?;
+    let mut conn = pool.get_conn()?;
+    let range_query = get_partition_range_query(query, col, &MySqlDialect {})?;
+    let row: Row = conn
+        .query_first(range_query)?
+        .ok_or_else(|| anyhow!("mysql range: no row returns"))?;
+
+    let col_type =
+        MySQLTypeSystem::from((&row.columns()[0].column_type(), &row.columns()[0].flags()));
+
+    let (min_v, max_v) = match col_type {
+        MySQLTypeSystem::Tiny(_) => {
+            let min_v: Option<i8> = row
+                .get(0)
+                .ok_or_else(|| anyhow!("mysql range: cannot get min value"))?;
+            let max_v: Option<i8> = row
+                .get(1)
+                .ok_or_else(|| anyhow!("mysql range: cannot get max value"))?;
+            (min_v.unwrap_or(0) as i64, max_v.unwrap_or(0) as i64)
+        }
+        MySQLTypeSystem::Short(_) => {
+            let min_v: Option<i16> = row
+                .get(0)
+                .ok_or_else(|| anyhow!("mysql range: cannot get min value"))?;
+            let max_v: Option<i16> = row
+                .get(1)
+                .ok_or_else(|| anyhow!("mysql range: cannot get max value"))?;
+            (min_v.unwrap_or(0) as i64, max_v.unwrap_or(0) as i64)
+        }
+        MySQLTypeSystem::Int24(_) => {
+            let min_v: Option<i32> = row
+                .get(0)
+                .ok_or_else(|| anyhow!("mysql range: cannot get min value"))?;
+            let max_v: Option<i32> = row
+                .get(1)
+                .ok_or_else(|| anyhow!("mysql range: cannot get max value"))?;
+            (min_v.unwrap_or(0) as i64, max_v.unwrap_or(0) as i64)
+        }
+        MySQLTypeSystem::Long(_) => {
+            let min_v: Option<i64> = row
+                .get(0)
+                .ok_or_else(|| anyhow!("mysql range: cannot get min value"))?;
+            let max_v: Option<i64> = row
+                .get(1)
+                .ok_or_else(|| anyhow!("mysql range: cannot get max value"))?;
+            (min_v.unwrap_or(0), max_v.unwrap_or(0))
+        }
+        MySQLTypeSystem::LongLong(_) => {
+            let min_v: Option<i64> = row
+                .get(0)
+                .ok_or_else(|| anyhow!("mysql range: cannot get min value"))?;
+            let max_v: Option<i64> = row
+                .get(1)
+                .ok_or_else(|| anyhow!("mysql range: cannot get max value"))?;
+            (min_v.unwrap_or(0), max_v.unwrap_or(0))
+        }
+        MySQLTypeSystem::UTiny(_) => {
+            let min_v: Option<u8> = row
+                .get(0)
+                .ok_or_else(|| anyhow!("mysql range: cannot get min value"))?;
+            let max_v: Option<u8> = row
+                .get(1)
+                .ok_or_else(|| anyhow!("mysql range: cannot get max value"))?;
+            (min_v.unwrap_or(0) as i64, max_v.unwrap_or(0) as i64)
+        }
+        MySQLTypeSystem::UShort(_) => {
+            let min_v: Option<u16> = row
+                .get(0)
+                .ok_or_else(|| anyhow!("mysql range: cannot get min value"))?;
+            let max_v: Option<u16> = row
+                .get(1)
+                .ok_or_else(|| anyhow!("mysql range: cannot get max value"))?;
+            (min_v.unwrap_or(0) as i64, max_v.unwrap_or(0) as i64)
+        }
+        MySQLTypeSystem::UInt24(_) => {
+            let min_v: Option<u32> = row
+                .get(0)
+                .ok_or_else(|| anyhow!("mysql range: cannot get min value"))?;
+            let max_v: Option<u32> = row
+                .get(1)
+                .ok_or_else(|| anyhow!("mysql range: cannot get max value"))?;
+            (min_v.unwrap_or(0) as i64, max_v.unwrap_or(0) as i64)
+        }
+        MySQLTypeSystem::ULong(_) => {
+            let min_v: Option<u32> = row
+                .get(0)
+                .ok_or_else(|| anyhow!("mysql range: cannot get min value"))?;
+            let max_v: Option<u32> = row
+                .get(1)
+                .ok_or_else(|| anyhow!("mysql range: cannot get max value"))?;
+            (min_v.unwrap_or(0) as i64, max_v.unwrap_or(0) as i64)
+        }
+        MySQLTypeSystem::ULongLong(_) => {
+            let min_v: Option<u64> = row
+                .get(0)
+                .ok_or_else(|| anyhow!("mysql range: cannot get min value"))?;
+            let max_v: Option<u64> = row
+                .get(1)
+                .ok_or_else(|| anyhow!("mysql range: cannot get max value"))?;
+            (min_v.unwrap_or(0) as i64, max_v.unwrap_or(0) as i64)
+        }
+        MySQLTypeSystem::Float(_) => {
+            let min_v: Option<f32> = row
+                .get(0)
+                .ok_or_else(|| anyhow!("mysql range: cannot get min value"))?;
+            let max_v: Option<f32> = row
+                .get(1)
+                .ok_or_else(|| anyhow!("mysql range: cannot get max value"))?;
+            (min_v.unwrap_or(0.0) as i64, max_v.unwrap_or(0.0) as i64)
+        }
+        MySQLTypeSystem::Double(_) => {
+            let min_v: Option<f64> = row
+                .get(0)
+                .ok_or_else(|| anyhow!("mysql range: cannot get min value"))?;
+            let max_v: Option<f64> = row
+                .get(1)
+                .ok_or_else(|| anyhow!("mysql range: cannot get max value"))?;
+            (min_v.unwrap_or(0.0) as i64, max_v.unwrap_or(0.0) as i64)
+        }
+        _ => throw!(anyhow!("Partition can only be done on int columns")),
+    };
+
+    (min_v, max_v)
+}
+
+#[cfg(feature = "src_mssql")]
+#[throws(ConnectorXOutError)]
+fn mssql_get_partition_range(conn: &Url, query: &str, col: &str) -> (i64, i64) {
+    let rt = Runtime::new().expect("Failed to create runtime");
+    let config = mssql_config(conn)?;
+    let tcp = rt.block_on(TcpStream::connect(config.get_addr()))?;
+    tcp.set_nodelay(true)?;
+
+    let mut client = rt.block_on(Client::connect(config, tcp.compat_write()))?;
+
+    let range_query = get_partition_range_query(query, col, &MsSqlDialect {})?;
+    let query_result = rt.block_on(client.query(range_query.as_str(), &[]))?;
+    let row = rt.block_on(query_result.into_row())?.unwrap();
+
+    let col_type = MsSQLTypeSystem::from(&row.columns()[0].column_type());
+    let (min_v, max_v) = match col_type {
+        MsSQLTypeSystem::Tinyint(_) => {
+            let min_v: u8 = row.get(0).unwrap_or(0);
+            let max_v: u8 = row.get(1).unwrap_or(0);
+            (min_v as i64, max_v as i64)
+        }
+        MsSQLTypeSystem::Smallint(_) => {
+            let min_v: i16 = row.get(0).unwrap_or(0);
+            let max_v: i16 = row.get(1).unwrap_or(0);
+            (min_v as i64, max_v as i64)
+        }
+        MsSQLTypeSystem::Int(_) => {
+            let min_v: i32 = row.get(0).unwrap_or(0);
+            let max_v: i32 = row.get(1).unwrap_or(0);
+            (min_v as i64, max_v as i64)
+        }
+        MsSQLTypeSystem::Bigint(_) => {
+            let min_v: i64 = row.get(0).unwrap_or(0);
+            let max_v: i64 = row.get(1).unwrap_or(0);
+            (min_v, max_v)
+        }
+        MsSQLTypeSystem::Intn(_) => {
+            let min_v: IntN = row.get(0).unwrap_or(IntN(0));
+            let max_v: IntN = row.get(1).unwrap_or(IntN(0));
+            (min_v.0, max_v.0)
+        }
+        MsSQLTypeSystem::Float24(_) => {
+            let min_v: f32 = row.get(0).unwrap_or(0.0);
+            let max_v: f32 = row.get(1).unwrap_or(0.0);
+            (min_v as i64, max_v as i64)
+        }
+        MsSQLTypeSystem::Float53(_) => {
+            let min_v: f64 = row.get(0).unwrap_or(0.0);
+            let max_v: f64 = row.get(1).unwrap_or(0.0);
+            (min_v as i64, max_v as i64)
+        }
+        MsSQLTypeSystem::Floatn(_) => {
+            let min_v: FloatN = row.get(0).unwrap_or(FloatN(0.0));
+            let max_v: FloatN = row.get(1).unwrap_or(FloatN(0.0));
+            (min_v.0 as i64, max_v.0 as i64)
+        }
+        _ => throw!(anyhow!(
+            "Partition can only be done on int or float columns"
+        )),
+    };
+
+    (min_v, max_v)
+}
+
+#[cfg(feature = "src_oracle")]
+#[throws(ConnectorXOutError)]
+fn oracle_get_partition_range(conn: &Url, query: &str, col: &str) -> (i64, i64) {
+    let connector = connect_oracle(conn)?;
+    let conn = connector.connect()?;
+    let range_query = get_partition_range_query(query, col, &OracleDialect {})?;
+    let row = conn.query_row(range_query.as_str(), &[])?;
+    let min_v: i64 = row.get(0).unwrap_or(0);
+    let max_v: i64 = row.get(1).unwrap_or(0);
+    (min_v, max_v)
+}
+
+#[cfg(feature = "src_bigquery")]
+#[throws(ConnectorXOutError)] // TODO
+fn bigquery_get_partition_range(conn: &Url, query: &str, col: &str) -> (i64, i64) {
+    let rt = Runtime::new().expect("Failed to create runtime");
+    let url = Url::parse(conn.as_str())?;
+    let sa_key_path = url.path();
+    let client = rt.block_on(gcp_bigquery_client::Client::from_service_account_key_file(
+        sa_key_path,
+    ));
+
+    let auth_data = std::fs::read_to_string(sa_key_path)?;
+    let auth_json: serde_json::Value = serde_json::from_str(&auth_data)?;
+    let project_id = auth_json
+        .get("project_id")
+        .ok_or_else(|| anyhow!("Cannot get project_id from auth file"))?
+        .as_str()
+        .ok_or_else(|| anyhow!("Cannot get project_id as string from auth file"))?;
+    let range_query = get_partition_range_query(query, col, &BigQueryDialect {})?;
+
+    let mut query_result = rt.block_on(client.job().query(
+        project_id,
+        gcp_bigquery_client::model::query_request::QueryRequest::new(range_query.as_str()),
+    ))?;
+    query_result.next_row();
+    let min_v = query_result.get_i64(0)?.unwrap_or(0);
+    let max_v = query_result.get_i64(1)?.unwrap_or(0);
+
+    (min_v, max_v)
+}
diff --git a/connectorx/src/source_router.rs b/connectorx/src/source_router.rs
new file mode 100644
index 0000000..d307967
--- /dev/null
+++ b/connectorx/src/source_router.rs
@@ -0,0 +1,83 @@
+use crate::constants::CONNECTORX_PROTOCOL;
+use crate::errors::{ConnectorXError, Result};
+use anyhow::anyhow;
+use fehler::throws;
+use std::convert::TryFrom;
+use url::Url;
+
+#[derive(Debug, Clone)]
+pub enum SourceType {
+    Postgres,
+    SQLite,
+    MySQL,
+    MsSQL,
+    Oracle,
+    BigQuery,
+    DuckDB,
+    Unknown,
+}
+
+#[derive(Debug, Clone)]
+pub struct SourceConn {
+    pub ty: SourceType,
+    pub conn: Url,
+    pub proto: String,
+}
+
+impl TryFrom<&str> for SourceConn {
+    type Error = ConnectorXError;
+
+    fn try_from(conn: &str) -> Result<SourceConn> {
+        let old_url = Url::parse(conn).map_err(|e| anyhow!("parse error: {}", e))?;
+
+        // parse connectorx protocol
+        let proto = match old_url.query_pairs().find(|p| p.0 == CONNECTORX_PROTOCOL) {
+            Some((_, proto)) => proto.to_owned().to_string(),
+            None => "binary".to_string(),
+        };
+
+        // create url by removing connectorx protocol
+        let stripped_query: Vec<(_, _)> = old_url
+            .query_pairs()
+            .filter(|p| &*p.0 != CONNECTORX_PROTOCOL)
+            .collect();
+        let mut url = old_url.clone();
+        url.set_query(None);
+        for pair in stripped_query {
+            url.query_pairs_mut()
+                .append_pair(&pair.0.to_string()[..], &pair.1.to_string()[..]);
+        }
+
+        // users from sqlalchemy may set engine in connection url (e.g. mssql+pymssql://...)
+        // only for compatablility, we don't use the same engine
+        match url.scheme().split('+').collect::<Vec<&str>>()[0] {
+            "postgres" | "postgresql" => Ok(SourceConn::new(SourceType::Postgres, url, proto)),
+            "sqlite" => Ok(SourceConn::new(SourceType::SQLite, url, proto)),
+            "mysql" => Ok(SourceConn::new(SourceType::MySQL, url, proto)),
+            "mssql" => Ok(SourceConn::new(SourceType::MsSQL, url, proto)),
+            "oracle" => Ok(SourceConn::new(SourceType::Oracle, url, proto)),
+            "bigquery" => Ok(SourceConn::new(SourceType::BigQuery, url, proto)),
+            "duckdb" => Ok(SourceConn::new(SourceType::DuckDB, url, proto)),
+            _ => Ok(SourceConn::new(SourceType::Unknown, url, proto)),
+        }
+    }
+}
+
+impl SourceConn {
+    pub fn new(ty: SourceType, conn: Url, proto: String) -> Self {
+        Self { ty, conn, proto }
+    }
+    pub fn set_protocol(&mut self, protocol: &str) {
+        self.proto = protocol.to_string();
+    }
+}
+
+#[throws(ConnectorXError)]
+pub fn parse_source(conn: &str, protocol: Option<&str>) -> SourceConn {
+    let mut source_conn = SourceConn::try_from(conn)?;
+    match protocol {
+        Some(p) => source_conn.set_protocol(p),
+        None => {}
+    }
+    source_conn
+}
diff --git a/connectorx/src/sources/bigquery/errors.rs b/connectorx/src/sources/bigquery/errors.rs
new file mode 100644
index 0000000..262b4f0
--- /dev/null
+++ b/connectorx/src/sources/bigquery/errors.rs
@@ -0,0 +1,31 @@
+use gcp_bigquery_client::error::BQError;
+use thiserror::Error;
+use url;
+
+#[derive(Error, Debug)]
+pub enum BigQuerySourceError {
+    #[error(transparent)]
+    ConnectorXError(#[from] crate::errors::ConnectorXError),
+
+    #[error(transparent)]
+    BQError(#[from] BQError),
+
+    #[error(transparent)]
+    BigQueryUrlError(#[from] url::ParseError),
+
+    #[error(transparent)]
+    BigQueryStdError(#[from] std::io::Error),
+
+    #[error(transparent)]
+    BigQueryJsonError(#[from] serde_json::Error),
+
+    #[error(transparent)]
+    BigQueryParseFloatError(#[from] std::num::ParseFloatError),
+
+    #[error(transparent)]
+    BigQueryParseIntError(#[from] std::num::ParseIntError),
+
+    /// Any other errors that are too trivial to be put here explicitly.
+    #[error(transparent)]
+    Other(#[from] anyhow::Error),
+}
diff --git a/connectorx/src/sources/bigquery/mod.rs b/connectorx/src/sources/bigquery/mod.rs
new file mode 100644
index 0000000..d7bbe3d
--- /dev/null
+++ b/connectorx/src/sources/bigquery/mod.rs
@@ -0,0 +1,1143 @@
+//! Source implementation for Google BigQuery
+
+mod errors;
+mod typesystem;
+
+pub use self::errors::BigQuerySourceError;
+use crate::{
+    data_order::DataOrder,
+    errors::ConnectorXError,
+    sources::{PartitionParser, Produce, Source, SourcePartition},
+    sql::{count_query, limit1_query, CXQuery},
+};
+use anyhow::anyhow;
+use chrono::{DateTime, NaiveDate, NaiveDateTime, NaiveTime, Utc};
+use fehler::{throw, throws};
+use gcp_bigquery_client::{
+    model::{
+        get_query_results_parameters::GetQueryResultsParameters,
+        get_query_results_response::GetQueryResultsResponse, query_request::QueryRequest,
+    },
+    Client,
+};
+use sqlparser::dialect::Dialect;
+use std::sync::Arc;
+use tokio::runtime::Runtime;
+pub use typesystem::BigQueryTypeSystem;
+use url::Url;
+
+#[derive(Debug)]
+pub struct BigQueryDialect {}
+
+impl Dialect for BigQueryDialect {
+    // See https://cloud.google.com/bigquery/docs/reference/standard-sql/lexical
+    fn is_delimited_identifier_start(&self, ch: char) -> bool {
+        ch == '`'
+    }
+
+    fn is_identifier_start(&self, ch: char) -> bool {
+        ch.is_ascii_lowercase() || ch.is_ascii_uppercase() || ch == '_' || ch == '-'
+    }
+
+    fn is_identifier_part(&self, ch: char) -> bool {
+        self.is_identifier_start(ch) || ch.is_ascii_digit()
+    }
+}
+
+pub struct BigQuerySource {
+    rt: Arc<Runtime>,
+    client: Arc<Client>,
+    project_id: String,
+    origin_query: Option<String>,
+    queries: Vec<CXQuery<String>>,
+    names: Vec<String>,
+    schema: Vec<BigQueryTypeSystem>,
+}
+
+impl BigQuerySource {
+    #[throws(BigQuerySourceError)]
+    pub fn new(rt: Arc<Runtime>, conn: &str) -> Self {
+        let url = Url::parse(conn)?;
+        let sa_key_path = url.path();
+        let client = Arc::new(rt.block_on(
+            gcp_bigquery_client::Client::from_service_account_key_file(sa_key_path),
+        ));
+        let auth_data = std::fs::read_to_string(sa_key_path)?;
+        let auth_json: serde_json::Value = serde_json::from_str(&auth_data)?;
+        let project_id = auth_json
+            .get("project_id")
+            .ok_or_else(|| anyhow!("Cannot get project_id from auth file"))?
+            .as_str()
+            .ok_or_else(|| anyhow!("Cannot get project_id as string from auth file"))?
+            .to_string();
+        Self {
+            rt,
+            client,
+            project_id,
+            origin_query: None,
+            queries: vec![],
+            names: vec![],
+            schema: vec![],
+        }
+    }
+}
+
+impl Source for BigQuerySource
+where
+    BigQuerySourcePartition:
+        SourcePartition<TypeSystem = BigQueryTypeSystem, Error = BigQuerySourceError>,
+{
+    const DATA_ORDERS: &'static [DataOrder] = &[DataOrder::RowMajor];
+    type Partition = BigQuerySourcePartition;
+    type TypeSystem = BigQueryTypeSystem;
+    type Error = BigQuerySourceError;
+
+    #[throws(BigQuerySourceError)]
+    fn set_data_order(&mut self, data_order: DataOrder) {
+        if !matches!(data_order, DataOrder::RowMajor) {
+            throw!(ConnectorXError::UnsupportedDataOrder(data_order));
+        }
+    }
+
+    fn set_queries<Q: ToString>(&mut self, queries: &[CXQuery<Q>]) {
+        self.queries = queries.iter().map(|q| q.map(Q::to_string)).collect();
+    }
+
+    fn set_origin_query(&mut self, query: Option<String>) {
+        self.origin_query = query;
+    }
+
+    #[throws(BigQuerySourceError)]
+    fn fetch_metadata(&mut self) {
+        assert!(!self.queries.is_empty());
+        let job = self.client.job();
+        for (_, query) in self.queries.iter().enumerate() {
+            let l1query = limit1_query(query, &BigQueryDialect {})?;
+            let rs = self.rt.block_on(job.query(
+                self.project_id.as_str(),
+                QueryRequest::new(l1query.as_str()),
+            ))?;
+            let (names, types) = rs
+                .query_response()
+                .schema
+                .as_ref()
+                .ok_or_else(|| anyhow!("TableSchema is none"))?
+                .fields
+                .as_ref()
+                .ok_or_else(|| anyhow!("TableFieldSchema is none"))?
+                .iter()
+                .map(|col| {
+                    (
+                        col.clone().name,
+                        BigQueryTypeSystem::from(&col.clone().r#type),
+                    )
+                })
+                .unzip();
+            self.names = names;
+            self.schema = types;
+        }
+    }
+
+    #[throws(BigQuerySourceError)]
+    fn result_rows(&mut self) -> Option<usize> {
+        match &self.origin_query {
+            Some(q) => {
+                let cxq = CXQuery::Naked(q.clone());
+                let cquery = count_query(&cxq, &BigQueryDialect {})?;
+                let job = self.client.job();
+                let mut rs = self.rt.block_on(
+                    job.query(self.project_id.as_str(), QueryRequest::new(cquery.as_str())),
+                )?;
+                rs.next_row();
+                let nrows = rs
+                    .get_i64(0)?
+                    .ok_or_else(|| anyhow!("cannot get row number"))?;
+                Some(nrows as usize)
+            }
+            None => None,
+        }
+    }
+
+    fn names(&self) -> Vec<String> {
+        self.names.clone()
+    }
+
+    fn schema(&self) -> Vec<Self::TypeSystem> {
+        self.schema.clone()
+    }
+
+    #[throws(BigQuerySourceError)]
+    fn partition(self) -> Vec<Self::Partition> {
+        let mut ret = vec![];
+        for query in self.queries {
+            ret.push(BigQuerySourcePartition::new(
+                self.rt.clone(),
+                self.client.clone(),
+                self.project_id.clone(),
+                &query,
+                &self.schema,
+            ));
+        }
+        ret
+    }
+}
+
+pub struct BigQuerySourcePartition {
+    rt: Arc<Runtime>,
+    client: Arc<Client>,
+    project_id: String,
+    query: CXQuery<String>,
+    schema: Vec<BigQueryTypeSystem>,
+    nrows: usize,
+    ncols: usize,
+}
+
+impl BigQuerySourcePartition {
+    pub fn new(
+        handle: Arc<Runtime>,
+        client: Arc<Client>,
+        project_id: String,
+        query: &CXQuery<String>,
+        schema: &[BigQueryTypeSystem],
+    ) -> Self {
+        Self {
+            rt: handle,
+            client,
+            project_id: project_id.clone(),
+            query: query.clone(),
+            schema: schema.to_vec(),
+            nrows: 0,
+            ncols: schema.len(),
+        }
+    }
+}
+
+impl SourcePartition for BigQuerySourcePartition {
+    type TypeSystem = BigQueryTypeSystem;
+    type Parser<'a> = BigQuerySourceParser;
+    type Error = BigQuerySourceError;
+
+    #[throws(BigQuerySourceError)]
+    fn result_rows(&mut self) {
+        let cquery = count_query(&self.query, &BigQueryDialect {})?;
+        let job = self.client.job();
+        let mut rs = self
+            .rt
+            .block_on(job.query(self.project_id.as_str(), QueryRequest::new(cquery.as_str())))?;
+        rs.next_row();
+        let nrows = rs
+            .get_i64(0)?
+            .ok_or_else(|| anyhow!("cannot get row number"))?;
+        self.nrows = nrows as usize;
+    }
+
+    #[throws(BigQuerySourceError)]
+    fn parser(&mut self) -> Self::Parser<'_> {
+        let job = self.client.job();
+        let qry = self.rt.block_on(job.query(
+            self.project_id.as_str(),
+            QueryRequest::new(self.query.as_str()),
+        ))?;
+        let job_info = qry
+            .query_response()
+            .job_reference
+            .as_ref()
+            .ok_or_else(|| anyhow!("job_reference is none"))?;
+        let params = GetQueryResultsParameters {
+            format_options: None,
+            location: job_info.location.clone(),
+            max_results: None,
+            page_token: None,
+            start_index: None,
+            timeout_ms: None,
+        };
+        let rs = self.rt.block_on(
+            job.get_query_results(
+                self.project_id.as_str(),
+                job_info
+                    .job_id
+                    .as_ref()
+                    .ok_or_else(|| anyhow!("job_id is none"))?
+                    .as_str(),
+                params,
+            ),
+        )?;
+        BigQuerySourceParser::new(self.rt.clone(), self.client.clone(), rs, &self.schema)
+    }
+
+    fn nrows(&self) -> usize {
+        self.nrows
+    }
+
+    fn ncols(&self) -> usize {
+        self.ncols
+    }
+}
+
+pub struct BigQuerySourceParser {
+    rt: Arc<Runtime>,
+    client: Arc<Client>,
+    response: GetQueryResultsResponse,
+    ncols: usize,
+    current_col: usize,
+    current_row: usize,
+    nrows: Option<usize>,
+}
+
+impl<'a> BigQuerySourceParser {
+    fn new(
+        rt: Arc<Runtime>,
+        client: Arc<Client>,
+        response: GetQueryResultsResponse,
+        schema: &[BigQueryTypeSystem],
+    ) -> Self {
+        Self {
+            rt,
+            client,
+            response,
+            ncols: schema.len(),
+            current_row: 0,
+            current_col: 0,
+            nrows: None,
+        }
+    }
+
+    #[throws(BigQuerySourceError)]
+    fn next_loc(&mut self) -> (usize, usize) {
+        let ret = (self.current_row, self.current_col);
+        self.current_row += (self.current_col + 1) / self.ncols;
+        self.current_col = (self.current_col + 1) % self.ncols;
+        ret
+    }
+}
+
+impl<'a> PartitionParser<'a> for BigQuerySourceParser {
+    type TypeSystem = BigQueryTypeSystem;
+    type Error = BigQuerySourceError;
+
+    #[throws(BigQuerySourceError)]
+    fn fetch_next(&mut self) -> (usize, bool) {
+        assert!(self.current_col == 0);
+        match self.nrows {
+            Some(total_rows) => (total_rows - self.current_row, true),
+            None => {
+                // Get all number of rows
+                let total_rows = self
+                    .response
+                    .total_rows
+                    .as_ref()
+                    .ok_or_else(|| anyhow!("total_rows is none"))?
+                    .parse::<usize>()?;
+                self.nrows = Some(total_rows);
+                (total_rows, true)
+            }
+        }
+    }
+}
+
+macro_rules! impl_produce {
+    ($($t: ty,)+) => {
+        $(
+            impl<'r> Produce<'r, $t> for BigQuerySourceParser {
+                type Error = BigQuerySourceError;
+
+                #[throws(BigQuerySourceError)]
+                fn produce(&'r mut self) -> $t {
+                    let (mut ridx, cidx) = self.next_loc()?;
+                    if ridx == (self.response.rows.as_ref().ok_or_else(|| anyhow!("rows is none"))?.len()) {
+                        let job = self.client.job();
+                        let job_info = self.response.job_reference.as_ref().ok_or_else(|| anyhow!("job_reference is none"))?;
+                        let params = GetQueryResultsParameters { format_options: None, location: job_info.location.clone(), max_results: None, page_token: self.response.page_token.clone(), start_index: None, timeout_ms: None };
+                        self.response = self.rt.block_on(
+                            job.get_query_results(
+                                job_info.project_id.as_ref().ok_or_else(|| anyhow!("project_id is none"))?.as_str(),
+                                job_info.job_id.as_ref().ok_or_else(|| anyhow!("job_id is none"))?.as_str(),
+                                params,
+                            ),
+                        )?;
+                        self.current_row = 0;
+                        ridx = 0;
+                    }
+                    let rows = self.response.rows.as_ref().ok_or_else(|| anyhow!("rows is none"))?;
+                    let columns = rows[ridx].columns.as_ref().ok_or_else(|| anyhow!("columns is none"))?;
+                    let v = columns.get(cidx).ok_or_else(|| anyhow!("Table Cell is none"))?.value.as_ref().ok_or_else(|| anyhow!("value is none"))?;
+                    let s = v
+                        .as_str()
+                        .ok_or_else(|| anyhow!("cannot get str from json value"))?;
+                    s.parse()
+                        .map_err(|_| {
+                            ConnectorXError::cannot_produce::<$t>(Some(s.into()))
+                        })?
+                }
+            }
+
+            impl<'r> Produce<'r, Option<$t>> for BigQuerySourceParser {
+                type Error = BigQuerySourceError;
+
+                #[throws(BigQuerySourceError)]
+                fn produce(&'r mut self) -> Option<$t> {
+                    let (mut ridx, cidx) = self.next_loc()?;
+                    if ridx == (self.response.rows.as_ref().ok_or_else(|| anyhow!("rows is none"))?.len()) {
+                        let job = self.client.job();
+                        let job_info = self.response.job_reference.as_ref().ok_or_else(|| anyhow!("job_reference is none"))?;
+                        let params = GetQueryResultsParameters { format_options: None, location: job_info.location.clone(), max_results: None, page_token: self.response.page_token.clone(), start_index: None, timeout_ms: None };
+                        self.response = self.rt.block_on(
+                            job.get_query_results(
+                                job_info.project_id.as_ref().ok_or_else(|| anyhow!("project_id is none"))?.as_str(),
+                                job_info.job_id.as_ref().ok_or_else(|| anyhow!("job_id is none"))?.as_str(),
+                                params,
+                            ),
+                        )?;
+                        self.current_row = 0;
+                        ridx = 0;
+                    }
+                    let rows = self.response.rows.as_ref().ok_or_else(|| anyhow!("rows is none"))?;
+                    let columns = rows[ridx].columns.as_ref().ok_or_else(|| anyhow!("columns is none"))?;
+                    match &columns.get(cidx).ok_or_else(|| anyhow!("Table Cell is none"))?.value {
+                        None => None,
+                        Some(v) => {
+                            let s = v.as_str().ok_or_else(|| anyhow!("cannot get str from json value"))?;
+                            Some(s.parse().map_err(|_| {
+                            ConnectorXError::cannot_produce::<$t>(Some(s.into()))
+                        })?)},
+                    }
+                }
+            }
+        )+
+    };
+}
+
+impl_produce!(i64, f64, String,);
+
+impl<'r, 'a> Produce<'r, bool> for BigQuerySourceParser {
+    type Error = BigQuerySourceError;
+
+    #[throws(BigQuerySourceError)]
+    fn produce(&mut self) -> bool {
+        let (mut ridx, cidx) = self.next_loc()?;
+        if ridx
+            == (self
+                .response
+                .rows
+                .as_ref()
+                .ok_or_else(|| anyhow!("rows is none"))?
+                .len())
+        {
+            let job = self.client.job();
+            let job_info = self
+                .response
+                .job_reference
+                .as_ref()
+                .ok_or_else(|| anyhow!("job_reference is none"))?;
+            let params = GetQueryResultsParameters {
+                format_options: None,
+                location: job_info.location.clone(),
+                max_results: None,
+                page_token: self.response.page_token.clone(),
+                start_index: None,
+                timeout_ms: None,
+            };
+            self.response = self.rt.block_on(
+                job.get_query_results(
+                    job_info
+                        .project_id
+                        .as_ref()
+                        .ok_or_else(|| anyhow!("project_id is none"))?
+                        .as_str(),
+                    job_info
+                        .job_id
+                        .as_ref()
+                        .ok_or_else(|| anyhow!("job_id is none"))?
+                        .as_str(),
+                    params,
+                ),
+            )?;
+            self.current_row = 0;
+            ridx = 0;
+        }
+        let rows = self
+            .response
+            .rows
+            .as_ref()
+            .ok_or_else(|| anyhow!("rows is none"))?;
+        let columns = rows[ridx]
+            .columns
+            .as_ref()
+            .ok_or_else(|| anyhow!("columns is none"))?;
+        let v = columns
+            .get(cidx)
+            .ok_or_else(|| anyhow!("Table Cell is none"))?
+            .value
+            .as_ref()
+            .ok_or_else(|| anyhow!("value is none"))?;
+        let s = v
+            .as_str()
+            .ok_or_else(|| anyhow!("cannot get str from json value"))?;
+
+        let ret = match s {
+            "true" => true,
+            "false" => false,
+            _ => throw!(ConnectorXError::cannot_produce::<bool>(Some(s.into()))),
+        };
+        ret
+    }
+}
+
+impl<'r, 'a> Produce<'r, Option<bool>> for BigQuerySourceParser {
+    type Error = BigQuerySourceError;
+
+    #[throws(BigQuerySourceError)]
+    fn produce(&mut self) -> Option<bool> {
+        let (mut ridx, cidx) = self.next_loc()?;
+        if ridx
+            == (self
+                .response
+                .rows
+                .as_ref()
+                .ok_or_else(|| anyhow!("rows is none"))?
+                .len())
+        {
+            let job = self.client.job();
+            let job_info = self
+                .response
+                .job_reference
+                .as_ref()
+                .ok_or_else(|| anyhow!("job_reference is none"))?;
+            let params = GetQueryResultsParameters {
+                format_options: None,
+                location: job_info.location.clone(),
+                max_results: None,
+                page_token: self.response.page_token.clone(),
+                start_index: None,
+                timeout_ms: None,
+            };
+            self.response = self.rt.block_on(
+                job.get_query_results(
+                    job_info
+                        .project_id
+                        .as_ref()
+                        .ok_or_else(|| anyhow!("project_id is none"))?
+                        .as_str(),
+                    job_info
+                        .job_id
+                        .as_ref()
+                        .ok_or_else(|| anyhow!("job_id is none"))?
+                        .as_str(),
+                    params,
+                ),
+            )?;
+            self.current_row = 0;
+            ridx = 0;
+        }
+        let rows = self
+            .response
+            .rows
+            .as_ref()
+            .ok_or_else(|| anyhow!("rows is none"))?;
+        let columns = rows[ridx]
+            .columns
+            .as_ref()
+            .ok_or_else(|| anyhow!("columns is none"))?;
+        let ret = match &columns
+            .get(cidx)
+            .ok_or_else(|| anyhow!("Table Cell is none"))?
+            .value
+        {
+            None => None,
+            Some(v) => {
+                let s = v
+                    .as_str()
+                    .ok_or_else(|| anyhow!("cannot get str from json value"))?;
+                match s {
+                    "true" => Some(true),
+                    "false" => Some(false),
+                    _ => throw!(ConnectorXError::cannot_produce::<bool>(Some(s.into()))),
+                }
+            }
+        };
+        ret
+    }
+}
+
+impl<'r, 'a> Produce<'r, NaiveDate> for BigQuerySourceParser {
+    type Error = BigQuerySourceError;
+
+    #[throws(BigQuerySourceError)]
+    fn produce(&mut self) -> NaiveDate {
+        let (mut ridx, cidx) = self.next_loc()?;
+        if ridx
+            == (self
+                .response
+                .rows
+                .as_ref()
+                .ok_or_else(|| anyhow!("rows is none"))?
+                .len())
+        {
+            let job = self.client.job();
+            let job_info = self
+                .response
+                .job_reference
+                .as_ref()
+                .ok_or_else(|| anyhow!("job_reference is none"))?;
+            let params = GetQueryResultsParameters {
+                format_options: None,
+                location: job_info.location.clone(),
+                max_results: None,
+                page_token: self.response.page_token.clone(),
+                start_index: None,
+                timeout_ms: None,
+            };
+            self.response = self.rt.block_on(
+                job.get_query_results(
+                    job_info
+                        .project_id
+                        .as_ref()
+                        .ok_or_else(|| anyhow!("project_id is none"))?
+                        .as_str(),
+                    job_info
+                        .job_id
+                        .as_ref()
+                        .ok_or_else(|| anyhow!("job_id is none"))?
+                        .as_str(),
+                    params,
+                ),
+            )?;
+            self.current_row = 0;
+            ridx = 0;
+        }
+        let rows = self
+            .response
+            .rows
+            .as_ref()
+            .ok_or_else(|| anyhow!("rows is none"))?;
+        let columns = rows[ridx]
+            .columns
+            .as_ref()
+            .ok_or_else(|| anyhow!("columns is none"))?;
+        let v = columns
+            .get(cidx)
+            .ok_or_else(|| anyhow!("Table Cell is none"))?
+            .value
+            .as_ref()
+            .ok_or_else(|| anyhow!("value is none"))?;
+        let s = v
+            .as_str()
+            .ok_or_else(|| anyhow!("cannot get str from json value"))?;
+        NaiveDate::parse_from_str(s, "%Y-%m-%d")
+            .map_err(|_| ConnectorXError::cannot_produce::<NaiveDate>(Some(s.into())))?
+    }
+}
+
+impl<'r, 'a> Produce<'r, Option<NaiveDate>> for BigQuerySourceParser {
+    type Error = BigQuerySourceError;
+
+    #[throws(BigQuerySourceError)]
+    fn produce(&mut self) -> Option<NaiveDate> {
+        let (mut ridx, cidx) = self.next_loc()?;
+        if ridx
+            == (self
+                .response
+                .rows
+                .as_ref()
+                .ok_or_else(|| anyhow!("rows is none"))?
+                .len())
+        {
+            let job = self.client.job();
+            let job_info = self
+                .response
+                .job_reference
+                .as_ref()
+                .ok_or_else(|| anyhow!("job_reference is none"))?;
+            let params = GetQueryResultsParameters {
+                format_options: None,
+                location: job_info.location.clone(),
+                max_results: None,
+                page_token: self.response.page_token.clone(),
+                start_index: None,
+                timeout_ms: None,
+            };
+            self.response = self.rt.block_on(
+                job.get_query_results(
+                    job_info
+                        .project_id
+                        .as_ref()
+                        .ok_or_else(|| anyhow!("project_id is none"))?
+                        .as_str(),
+                    job_info
+                        .job_id
+                        .as_ref()
+                        .ok_or_else(|| anyhow!("job_id is none"))?
+                        .as_str(),
+                    params,
+                ),
+            )?;
+            self.current_row = 0;
+            ridx = 0;
+        }
+        let rows = self
+            .response
+            .rows
+            .as_ref()
+            .ok_or_else(|| anyhow!("rows is none"))?;
+        let columns = rows[ridx]
+            .columns
+            .as_ref()
+            .ok_or_else(|| anyhow!("columns is none"))?;
+        match &columns
+            .get(cidx)
+            .ok_or_else(|| anyhow!("Table Cell is none"))?
+            .value
+        {
+            None => None,
+            Some(v) => {
+                let s = v
+                    .as_str()
+                    .ok_or_else(|| anyhow!("cannot get str from json value"))?;
+                Some(
+                    NaiveDate::parse_from_str(s, "%Y-%m-%d").map_err(|_| {
+                        ConnectorXError::cannot_produce::<NaiveDate>(Some(s.into()))
+                    })?,
+                )
+            }
+        }
+    }
+}
+
+impl<'r, 'a> Produce<'r, NaiveDateTime> for BigQuerySourceParser {
+    type Error = BigQuerySourceError;
+
+    #[throws(BigQuerySourceError)]
+    fn produce(&mut self) -> NaiveDateTime {
+        let (mut ridx, cidx) = self.next_loc()?;
+        if ridx
+            == (self
+                .response
+                .rows
+                .as_ref()
+                .ok_or_else(|| anyhow!("rows is none"))?
+                .len())
+        {
+            let job = self.client.job();
+            let job_info = self
+                .response
+                .job_reference
+                .as_ref()
+                .ok_or_else(|| anyhow!("job_reference is none"))?;
+            let params = GetQueryResultsParameters {
+                format_options: None,
+                location: job_info.location.clone(),
+                max_results: None,
+                page_token: self.response.page_token.clone(),
+                start_index: None,
+                timeout_ms: None,
+            };
+            self.response = self.rt.block_on(
+                job.get_query_results(
+                    job_info
+                        .project_id
+                        .as_ref()
+                        .ok_or_else(|| anyhow!("project_id is none"))?
+                        .as_str(),
+                    job_info
+                        .job_id
+                        .as_ref()
+                        .ok_or_else(|| anyhow!("job_id is none"))?
+                        .as_str(),
+                    params,
+                ),
+            )?;
+            self.current_row = 0;
+            ridx = 0;
+        }
+        let rows = self
+            .response
+            .rows
+            .as_ref()
+            .ok_or_else(|| anyhow!("rows is none"))?;
+        let columns = rows[ridx]
+            .columns
+            .as_ref()
+            .ok_or_else(|| anyhow!("columns is none"))?;
+        let v = columns
+            .get(cidx)
+            .ok_or_else(|| anyhow!("Table Cell is none"))?
+            .value
+            .as_ref()
+            .ok_or_else(|| anyhow!("value is none"))?;
+        let s = v
+            .as_str()
+            .ok_or_else(|| anyhow!("cannot get str from json value"))?;
+        NaiveDateTime::parse_from_str(s, "%Y-%m-%dT%H:%M:%S")
+            .map_err(|_| ConnectorXError::cannot_produce::<NaiveDateTime>(Some(s.into())))?
+    }
+}
+
+impl<'r, 'a> Produce<'r, Option<NaiveDateTime>> for BigQuerySourceParser {
+    type Error = BigQuerySourceError;
+
+    #[throws(BigQuerySourceError)]
+    fn produce(&mut self) -> Option<NaiveDateTime> {
+        let (mut ridx, cidx) = self.next_loc()?;
+        if ridx
+            == (self
+                .response
+                .rows
+                .as_ref()
+                .ok_or_else(|| anyhow!("rows is none"))?
+                .len())
+        {
+            let job = self.client.job();
+            let job_info = self
+                .response
+                .job_reference
+                .as_ref()
+                .ok_or_else(|| anyhow!("job_reference is none"))?;
+            let params = GetQueryResultsParameters {
+                format_options: None,
+                location: job_info.location.clone(),
+                max_results: None,
+                page_token: self.response.page_token.clone(),
+                start_index: None,
+                timeout_ms: None,
+            };
+            self.response = self.rt.block_on(
+                job.get_query_results(
+                    job_info
+                        .project_id
+                        .as_ref()
+                        .ok_or_else(|| anyhow!("project_id is none"))?
+                        .as_str(),
+                    job_info
+                        .job_id
+                        .as_ref()
+                        .ok_or_else(|| anyhow!("job_id is none"))?
+                        .as_str(),
+                    params,
+                ),
+            )?;
+            self.current_row = 0;
+            ridx = 0;
+        }
+        let rows = self
+            .response
+            .rows
+            .as_ref()
+            .ok_or_else(|| anyhow!("rows is none"))?;
+        let columns = rows[ridx]
+            .columns
+            .as_ref()
+            .ok_or_else(|| anyhow!("columns is none"))?;
+        match &columns
+            .get(cidx)
+            .ok_or_else(|| anyhow!("Table Cell is none"))?
+            .value
+        {
+            None => None,
+            Some(v) => {
+                let s = v
+                    .as_str()
+                    .ok_or_else(|| anyhow!("cannot get str from json value"))?;
+                Some(
+                    NaiveDateTime::parse_from_str(s, "%Y-%m-%dT%H:%M:%S").map_err(|_| {
+                        ConnectorXError::cannot_produce::<NaiveDateTime>(Some(s.into()))
+                    })?,
+                )
+            }
+        }
+    }
+}
+
+impl<'r, 'a> Produce<'r, NaiveTime> for BigQuerySourceParser {
+    type Error = BigQuerySourceError;
+
+    #[throws(BigQuerySourceError)]
+    fn produce(&mut self) -> NaiveTime {
+        let (mut ridx, cidx) = self.next_loc()?;
+        if ridx
+            == (self
+                .response
+                .rows
+                .as_ref()
+                .ok_or_else(|| anyhow!("rows is none"))?
+                .len())
+        {
+            let job = self.client.job();
+            let job_info = self
+                .response
+                .job_reference
+                .as_ref()
+                .ok_or_else(|| anyhow!("job_reference is none"))?;
+            let params = GetQueryResultsParameters {
+                format_options: None,
+                location: job_info.location.clone(),
+                max_results: None,
+                page_token: self.response.page_token.clone(),
+                start_index: None,
+                timeout_ms: None,
+            };
+            self.response = self.rt.block_on(
+                job.get_query_results(
+                    job_info
+                        .project_id
+                        .as_ref()
+                        .ok_or_else(|| anyhow!("project_id is none"))?
+                        .as_str(),
+                    job_info
+                        .job_id
+                        .as_ref()
+                        .ok_or_else(|| anyhow!("job_id is none"))?
+                        .as_str(),
+                    params,
+                ),
+            )?;
+            self.current_row = 0;
+            ridx = 0;
+        }
+        let rows = self
+            .response
+            .rows
+            .as_ref()
+            .ok_or_else(|| anyhow!("rows is none"))?;
+        let columns = rows[ridx]
+            .columns
+            .as_ref()
+            .ok_or_else(|| anyhow!("columns is none"))?;
+        let v = columns
+            .get(cidx)
+            .ok_or_else(|| anyhow!("Table Cell is none"))?
+            .value
+            .as_ref()
+            .ok_or_else(|| anyhow!("value is none"))?;
+        let s = v
+            .as_str()
+            .ok_or_else(|| anyhow!("cannot get str from json value"))?;
+        NaiveTime::parse_from_str(s, "%H:%M:%S")
+            .map_err(|_| ConnectorXError::cannot_produce::<NaiveTime>(Some(s.into())))?
+    }
+}
+
+impl<'r, 'a> Produce<'r, Option<NaiveTime>> for BigQuerySourceParser {
+    type Error = BigQuerySourceError;
+
+    #[throws(BigQuerySourceError)]
+    fn produce(&mut self) -> Option<NaiveTime> {
+        let (mut ridx, cidx) = self.next_loc()?;
+        if ridx
+            == (self
+                .response
+                .rows
+                .as_ref()
+                .ok_or_else(|| anyhow!("rows is none"))?
+                .len())
+        {
+            let job = self.client.job();
+            let job_info = self
+                .response
+                .job_reference
+                .as_ref()
+                .ok_or_else(|| anyhow!("job_reference is none"))?;
+            let params = GetQueryResultsParameters {
+                format_options: None,
+                location: job_info.location.clone(),
+                max_results: None,
+                page_token: self.response.page_token.clone(),
+                start_index: None,
+                timeout_ms: None,
+            };
+            self.response = self.rt.block_on(
+                job.get_query_results(
+                    job_info
+                        .project_id
+                        .as_ref()
+                        .ok_or_else(|| anyhow!("project_id is none"))?
+                        .as_str(),
+                    job_info
+                        .job_id
+                        .as_ref()
+                        .ok_or_else(|| anyhow!("job_id is none"))?
+                        .as_str(),
+                    params,
+                ),
+            )?;
+            self.current_row = 0;
+            ridx = 0;
+        }
+        let rows = self
+            .response
+            .rows
+            .as_ref()
+            .ok_or_else(|| anyhow!("rows is none"))?;
+        let columns = rows[ridx]
+            .columns
+            .as_ref()
+            .ok_or_else(|| anyhow!("columns is none"))?;
+        match &columns
+            .get(cidx)
+            .ok_or_else(|| anyhow!("Table Cell is none"))?
+            .value
+        {
+            None => None,
+            Some(v) => {
+                let s = v
+                    .as_str()
+                    .ok_or_else(|| anyhow!("cannot get str from json value"))?;
+                Some(
+                    NaiveTime::parse_from_str(s, "%H:%M:%S").map_err(|_| {
+                        ConnectorXError::cannot_produce::<NaiveTime>(Some(s.into()))
+                    })?,
+                )
+            }
+        }
+    }
+}
+
+impl<'r, 'a> Produce<'r, DateTime<Utc>> for BigQuerySourceParser {
+    type Error = BigQuerySourceError;
+
+    #[throws(BigQuerySourceError)]
+    fn produce(&mut self) -> DateTime<Utc> {
+        let (mut ridx, cidx) = self.next_loc()?;
+        if ridx
+            == (self
+                .response
+                .rows
+                .as_ref()
+                .ok_or_else(|| anyhow!("rows is none"))?
+                .len())
+        {
+            let job = self.client.job();
+            let job_info = self
+                .response
+                .job_reference
+                .as_ref()
+                .ok_or_else(|| anyhow!("job_reference is none"))?;
+            let params = GetQueryResultsParameters {
+                format_options: None,
+                location: job_info.location.clone(),
+                max_results: None,
+                page_token: self.response.page_token.clone(),
+                start_index: None,
+                timeout_ms: None,
+            };
+            self.response = self.rt.block_on(
+                job.get_query_results(
+                    job_info
+                        .project_id
+                        .as_ref()
+                        .ok_or_else(|| anyhow!("project_id is none"))?
+                        .as_str(),
+                    job_info
+                        .job_id
+                        .as_ref()
+                        .ok_or_else(|| anyhow!("job_id is none"))?
+                        .as_str(),
+                    params,
+                ),
+            )?;
+            self.current_row = 0;
+            ridx = 0;
+        }
+        let rows = self
+            .response
+            .rows
+            .as_ref()
+            .ok_or_else(|| anyhow!("rows is none"))?;
+        let columns = rows[ridx]
+            .columns
+            .as_ref()
+            .ok_or_else(|| anyhow!("columns is none"))?;
+        let v = columns
+            .get(cidx)
+            .ok_or_else(|| anyhow!("Table Cell is none"))?
+            .value
+            .as_ref()
+            .ok_or_else(|| anyhow!("value is none"))?;
+        let timestamp_ns = (v
+            .as_str()
+            .ok_or_else(|| anyhow!("cannot get str from json value"))?
+            .parse::<f64>()?
+            * 1e9) as i64;
+        let secs = timestamp_ns / 1000000000;
+        let nsecs = (timestamp_ns % 1000000000) as u32;
+        DateTime::<Utc>::from_naive_utc_and_offset(
+            NaiveDateTime::from_timestamp_opt(secs, nsecs)
+                .ok_or_else(|| anyhow!("from_timestamp_opt return None"))?,
+            Utc,
+        )
+    }
+}
+
+impl<'r, 'a> Produce<'r, Option<DateTime<Utc>>> for BigQuerySourceParser {
+    type Error = BigQuerySourceError;
+
+    #[throws(BigQuerySourceError)]
+    fn produce(&mut self) -> Option<DateTime<Utc>> {
+        let (mut ridx, cidx) = self.next_loc()?;
+        if ridx
+            == (self
+                .response
+                .rows
+                .as_ref()
+                .ok_or_else(|| anyhow!("rows is none"))?
+                .len())
+        {
+            let job = self.client.job();
+            let job_info = self
+                .response
+                .job_reference
+                .as_ref()
+                .ok_or_else(|| anyhow!("job_reference is none"))?;
+            let params = GetQueryResultsParameters {
+                format_options: None,
+                location: job_info.location.clone(),
+                max_results: None,
+                page_token: self.response.page_token.clone(),
+                start_index: None,
+                timeout_ms: None,
+            };
+            self.response = self.rt.block_on(
+                job.get_query_results(
+                    job_info
+                        .project_id
+                        .as_ref()
+                        .ok_or_else(|| anyhow!("project_id is none"))?
+                        .as_str(),
+                    job_info
+                        .job_id
+                        .as_ref()
+                        .ok_or_else(|| anyhow!("job_id is none"))?
+                        .as_str(),
+                    params,
+                ),
+            )?;
+            self.current_row = 0;
+            ridx = 0;
+        }
+        let rows = self
+            .response
+            .rows
+            .as_ref()
+            .ok_or_else(|| anyhow!("rows is none"))?;
+        let columns = rows[ridx]
+            .columns
+            .as_ref()
+            .ok_or_else(|| anyhow!("columns is none"))?;
+        match &columns
+            .get(cidx)
+            .ok_or_else(|| anyhow!("Table Cell is none"))?
+            .value
+        {
+            None => None,
+            Some(v) => {
+                let timestamp_ns = (v
+                    .as_str()
+                    .ok_or_else(|| anyhow!("cannot get str from json value"))?
+                    .parse::<f64>()?
+                    * 1e9) as i64;
+                let secs = timestamp_ns / 1000000000;
+                let nsecs = (timestamp_ns % 1000000000) as u32;
+                NaiveDateTime::from_timestamp_opt(secs, nsecs).map(|ndt| DateTime::<Utc>::from_naive_utc_and_offset(ndt, Utc))
+            }
+        }
+    }
+}
diff --git a/connectorx/src/sources/bigquery/typesystem.rs b/connectorx/src/sources/bigquery/typesystem.rs
new file mode 100644
index 0000000..91c1505
--- /dev/null
+++ b/connectorx/src/sources/bigquery/typesystem.rs
@@ -0,0 +1,79 @@
+use chrono::{DateTime, NaiveDate, NaiveDateTime, NaiveTime, Utc};
+use gcp_bigquery_client::model::field_type::FieldType;
+
+#[derive(Copy, Clone, Debug)]
+pub enum BigQueryTypeSystem {
+    Bool(bool),
+    Boolean(bool),
+    Int64(bool),
+    Integer(bool),
+    Float(bool),
+    Float64(bool),
+    Numeric(bool),
+    Bignumeric(bool),
+    String(bool),
+    Bytes(bool),
+    Date(bool),
+    Datetime(bool),
+    Time(bool),
+    Timestamp(bool),
+}
+
+impl_typesystem! {
+    system = BigQueryTypeSystem,
+    mappings = {
+        { Bool | Boolean => bool }
+        { Int64 | Integer  =>  i64 }
+        { Float64 | Float | Numeric | Bignumeric  =>  f64 }
+        { String | Bytes  =>  String }
+        { Date => NaiveDate }
+        { Datetime => NaiveDateTime }
+        { Time => NaiveTime }
+        { Timestamp => DateTime<Utc> }
+    }
+}
+
+impl<'a> From<&'a FieldType> for BigQueryTypeSystem {
+    fn from(ty: &'a FieldType) -> BigQueryTypeSystem {
+        use BigQueryTypeSystem::*;
+        match ty {
+            FieldType::Bool => Bool(true),
+            FieldType::Boolean => Boolean(true),
+            FieldType::Int64 => Int64(true),
+            FieldType::Integer => Integer(true),
+            FieldType::Float => Float(true),
+            FieldType::Float64 => Float64(true),
+            FieldType::Numeric => Numeric(true),
+            FieldType::Bignumeric => Bignumeric(true),
+            FieldType::String => String(true),
+            FieldType::Bytes => Bytes(true),
+            FieldType::Date => Date(true),
+            FieldType::Datetime => Datetime(true),
+            FieldType::Time => Time(true),
+            FieldType::Timestamp => Timestamp(true),
+            _ => unimplemented!("{}", format!("{:?}", ty)),
+        }
+    }
+}
+
+impl<'a> From<BigQueryTypeSystem> for FieldType {
+    fn from(ty: BigQueryTypeSystem) -> FieldType {
+        use BigQueryTypeSystem::*;
+        match ty {
+            Bool(_) => FieldType::Bool,
+            Boolean(_) => FieldType::Boolean,
+            Int64(_) => FieldType::Int64,
+            Integer(_) => FieldType::Integer,
+            Float64(_) => FieldType::Float64,
+            Float(_) => FieldType::Float,
+            Numeric(_) => FieldType::Numeric,
+            Bignumeric(_) => FieldType::Bignumeric,
+            String(_) => FieldType::String,
+            Bytes(_) => FieldType::Bytes,
+            Date(_) => FieldType::Date,
+            Datetime(_) => FieldType::Datetime,
+            Time(_) => FieldType::Time,
+            Timestamp(_) => FieldType::Timestamp,
+        }
+    }
+}
diff --git a/connectorx/src/sources/csv/errors.rs b/connectorx/src/sources/csv/errors.rs
new file mode 100644
index 0000000..b971300
--- /dev/null
+++ b/connectorx/src/sources/csv/errors.rs
@@ -0,0 +1,20 @@
+use thiserror::Error;
+
+#[derive(Error, Debug)]
+pub enum CSVSourceError {
+    #[error(transparent)]
+    ConnectorXError(#[from] crate::errors::ConnectorXError),
+
+    #[error(transparent)]
+    RegexError(#[from] regex::Error),
+
+    #[error(transparent)]
+    CSVError(#[from] csv::Error),
+
+    #[error(transparent)]
+    IOError(#[from] std::io::Error),
+
+    /// Any other errors that are too trivial to be put here explicitly.
+    #[error(transparent)]
+    Other(#[from] anyhow::Error),
+}
diff --git a/connectorx/src/sources/csv/mod.rs b/connectorx/src/sources/csv/mod.rs
new file mode 100644
index 0000000..66bde05
--- /dev/null
+++ b/connectorx/src/sources/csv/mod.rs
@@ -0,0 +1,410 @@
+//! Source implementation for CSV files.
+
+mod errors;
+mod typesystem;
+
+pub use self::errors::CSVSourceError;
+pub use self::typesystem::CSVTypeSystem;
+use super::{PartitionParser, Produce, Source, SourcePartition};
+use crate::{data_order::DataOrder, errors::ConnectorXError, sql::CXQuery};
+use anyhow::anyhow;
+use chrono::{DateTime, Utc};
+use fehler::{throw, throws};
+#[cfg(feature = "src_csv")]
+use regex::{Regex, RegexBuilder};
+use std::collections::HashSet;
+use std::fs::File;
+
+pub struct CSVSource {
+    schema: Vec<CSVTypeSystem>,
+    files: Vec<CXQuery<String>>,
+    names: Vec<String>,
+}
+
+impl CSVSource {
+    pub fn new(schema: &[CSVTypeSystem]) -> Self {
+        CSVSource {
+            schema: schema.to_vec(),
+            files: vec![],
+            names: vec![],
+        }
+    }
+
+    #[throws(CSVSourceError)]
+    pub fn infer_schema(&mut self) -> Vec<CSVTypeSystem> {
+        // regular expressions for infer CSVTypeSystem from string
+        let decimal_re: Regex = Regex::new(r"^-?(\d+\.\d+)$")?;
+        let integer_re: Regex = Regex::new(r"^-?(\d+)$")?;
+        let boolean_re: Regex = RegexBuilder::new(r"^(true)$|^(false)$")
+            .case_insensitive(true)
+            .build()?;
+        let datetime_re: Regex = Regex::new(r"^\d{4}-\d\d-\d\dT\d\d:\d\d:\d\d$")?;
+
+        // read max_records rows to infer possible CSVTypeSystems for each field
+        let mut reader = csv::ReaderBuilder::new()
+            .has_headers(true)
+            .from_reader(File::open(self.files[0].as_str())?);
+
+        let max_records_to_read = 50;
+        let num_cols = self.names.len();
+
+        let mut column_types: Vec<HashSet<CSVTypeSystem>> = vec![HashSet::new(); num_cols];
+        let mut nulls: Vec<bool> = vec![false; num_cols];
+
+        let mut record = csv::StringRecord::new();
+
+        for _record_counter in 0..max_records_to_read {
+            if !reader.read_record(&mut record)? {
+                break;
+            }
+            for field_counter in 0..num_cols {
+                if let Some(string) = record.get(field_counter) {
+                    if string.is_empty() {
+                        nulls[field_counter] = true;
+                    } else {
+                        let dt: CSVTypeSystem;
+
+                        if string.starts_with('"') {
+                            dt = CSVTypeSystem::String(false);
+                        } else if boolean_re.is_match(string) {
+                            dt = CSVTypeSystem::Bool(false);
+                        } else if decimal_re.is_match(string) {
+                            dt = CSVTypeSystem::F64(false);
+                        } else if integer_re.is_match(string) {
+                            dt = CSVTypeSystem::I64(false);
+                        } else if datetime_re.is_match(string) {
+                            dt = CSVTypeSystem::DateTime(false);
+                        } else {
+                            dt = CSVTypeSystem::String(false);
+                        }
+                        column_types[field_counter].insert(dt);
+                    }
+                }
+            }
+        }
+
+        // determine CSVTypeSystem based on possible candidates
+        let mut schema = vec![];
+
+        for field_counter in 0..num_cols {
+            let possibilities = &column_types[field_counter];
+            let has_nulls = nulls[field_counter];
+
+            match possibilities.len() {
+                1 => {
+                    for dt in possibilities.iter() {
+                        match *dt {
+                            CSVTypeSystem::I64(false) => {
+                                schema.push(CSVTypeSystem::I64(has_nulls));
+                            }
+                            CSVTypeSystem::F64(false) => {
+                                schema.push(CSVTypeSystem::F64(has_nulls));
+                            }
+                            CSVTypeSystem::Bool(false) => {
+                                schema.push(CSVTypeSystem::Bool(has_nulls));
+                            }
+                            CSVTypeSystem::String(false) => {
+                                schema.push(CSVTypeSystem::String(has_nulls));
+                            }
+                            CSVTypeSystem::DateTime(false) => {
+                                schema.push(CSVTypeSystem::DateTime(has_nulls));
+                            }
+                            _ => {}
+                        }
+                    }
+                }
+                2 => {
+                    if possibilities.contains(&CSVTypeSystem::I64(false))
+                        && possibilities.contains(&CSVTypeSystem::F64(false))
+                    {
+                        // Integer && Float -> Float
+                        schema.push(CSVTypeSystem::F64(has_nulls));
+                    } else {
+                        // Conflicting CSVTypeSystems -> String
+                        schema.push(CSVTypeSystem::String(has_nulls));
+                    }
+                }
+                _ => {
+                    // Conflicting CSVTypeSystems -> String
+                    schema.push(CSVTypeSystem::String(has_nulls));
+                }
+            }
+        }
+        schema
+    }
+}
+
+impl Source for CSVSource {
+    const DATA_ORDERS: &'static [DataOrder] = &[DataOrder::RowMajor];
+    type Partition = CSVSourcePartition;
+    type TypeSystem = CSVTypeSystem;
+    type Error = CSVSourceError;
+
+    #[throws(CSVSourceError)]
+    fn set_data_order(&mut self, data_order: DataOrder) {
+        if !matches!(data_order, DataOrder::RowMajor) {
+            throw!(ConnectorXError::UnsupportedDataOrder(data_order))
+        }
+    }
+
+    fn set_queries<Q: ToString>(&mut self, queries: &[CXQuery<Q>]) {
+        self.files = queries.iter().map(|q| q.map(Q::to_string)).collect();
+    }
+
+    fn set_origin_query(&mut self, _query: Option<String>) {}
+
+    #[throws(CSVSourceError)]
+    fn fetch_metadata(&mut self) {
+        let mut reader = csv::ReaderBuilder::new()
+            .has_headers(true)
+            .from_reader(File::open(self.files[0].as_str())?);
+        let header = reader.headers()?;
+
+        self.names = header.iter().map(|s| s.to_string()).collect();
+
+        if self.schema.is_empty() {
+            self.schema = self.infer_schema()?;
+        }
+
+        assert_eq!(header.len(), self.schema.len());
+    }
+
+    #[throws(CSVSourceError)]
+    fn result_rows(&mut self) -> Option<usize> {
+        None
+    }
+
+    fn names(&self) -> Vec<String> {
+        self.names.clone()
+    }
+
+    fn schema(&self) -> Vec<Self::TypeSystem> {
+        self.schema.clone()
+    }
+
+    #[throws(CSVSourceError)]
+    fn partition(self) -> Vec<Self::Partition> {
+        let mut partitions = vec![];
+        for file in self.files {
+            partitions.push(CSVSourcePartition::new(file)?);
+        }
+        partitions
+    }
+}
+
+pub struct CSVSourcePartition {
+    records: Vec<csv::StringRecord>,
+    counter: usize,
+    nrows: usize,
+    ncols: usize,
+}
+
+impl CSVSourcePartition {
+    #[throws(CSVSourceError)]
+    pub fn new(fname: CXQuery<String>) -> Self {
+        let reader = csv::ReaderBuilder::new()
+            .has_headers(true)
+            .from_reader(File::open(fname.as_str())?);
+        let mut records = vec![];
+        reader
+            .into_records()
+            .try_for_each(|v| -> Result<(), CSVSourceError> {
+                records.push(v.map_err(|e| anyhow!(e))?);
+                Ok(())
+            })?;
+
+        let nrows = records.len();
+        let ncols = if nrows > 0 { records[0].len() } else { 0 };
+
+        Self {
+            records,
+            counter: 0,
+            nrows,
+            ncols,
+        }
+    }
+}
+
+impl SourcePartition for CSVSourcePartition {
+    type TypeSystem = CSVTypeSystem;
+    type Parser<'a> = CSVSourcePartitionParser<'a>;
+    type Error = CSVSourceError;
+
+    /// The parameter `query` is the path of the csv file
+    #[throws(CSVSourceError)]
+    fn result_rows(&mut self) {}
+
+    fn nrows(&self) -> usize {
+        self.nrows
+    }
+
+    fn ncols(&self) -> usize {
+        self.ncols
+    }
+
+    #[throws(CSVSourceError)]
+    fn parser(&mut self) -> Self::Parser<'_> {
+        CSVSourcePartitionParser {
+            records: &mut self.records,
+            counter: &mut self.counter,
+            ncols: self.ncols,
+        }
+    }
+}
+
+pub struct CSVSourcePartitionParser<'a> {
+    records: &'a mut [csv::StringRecord],
+    counter: &'a mut usize,
+    ncols: usize,
+}
+
+impl<'a> CSVSourcePartitionParser<'a> {
+    fn next_val(&mut self) -> &str {
+        let v: &str = self.records[*self.counter / self.ncols][*self.counter % self.ncols].as_ref();
+        *self.counter += 1;
+
+        v
+    }
+}
+
+impl<'a> PartitionParser<'a> for CSVSourcePartitionParser<'a> {
+    type TypeSystem = CSVTypeSystem;
+    type Error = CSVSourceError;
+
+    #[throws(CSVSourceError)]
+    fn fetch_next(&mut self) -> (usize, bool) {
+        (self.records.len(), true)
+    }
+}
+
+impl<'r, 'a> Produce<'r, i64> for CSVSourcePartitionParser<'a> {
+    type Error = CSVSourceError;
+
+    #[throws(CSVSourceError)]
+    fn produce(&mut self) -> i64 {
+        let v = self.next_val();
+        v.parse()
+            .map_err(|_| ConnectorXError::cannot_produce::<i64>(Some(v.into())))?
+    }
+}
+
+impl<'r, 'a> Produce<'r, Option<i64>> for CSVSourcePartitionParser<'a> {
+    type Error = CSVSourceError;
+
+    #[throws(CSVSourceError)]
+    fn produce(&mut self) -> Option<i64> {
+        let v = self.next_val();
+        if v.is_empty() {
+            return None;
+        }
+        let v = v
+            .parse()
+            .map_err(|_| ConnectorXError::cannot_produce::<Option<i64>>(Some(v.into())))?;
+
+        Some(v)
+    }
+}
+
+impl<'r, 'a> Produce<'r, f64> for CSVSourcePartitionParser<'a> {
+    type Error = CSVSourceError;
+
+    #[throws(CSVSourceError)]
+    fn produce(&mut self) -> f64 {
+        let v = self.next_val();
+        v.parse()
+            .map_err(|_| ConnectorXError::cannot_produce::<f64>(Some(v.into())))?
+    }
+}
+
+impl<'r, 'a> Produce<'r, Option<f64>> for CSVSourcePartitionParser<'a> {
+    type Error = CSVSourceError;
+
+    #[throws(CSVSourceError)]
+    fn produce(&mut self) -> Option<f64> {
+        let v = self.next_val();
+        if v.is_empty() {
+            return None;
+        }
+        let v = v
+            .parse()
+            .map_err(|_| ConnectorXError::cannot_produce::<Option<f64>>(Some(v.into())))?;
+
+        Some(v)
+    }
+}
+
+impl<'r, 'a> Produce<'r, bool> for CSVSourcePartitionParser<'a> {
+    type Error = CSVSourceError;
+
+    #[throws(CSVSourceError)]
+    fn produce(&mut self) -> bool {
+        let v = self.next_val();
+        v.parse()
+            .map_err(|_| ConnectorXError::cannot_produce::<bool>(Some(v.into())))?
+    }
+}
+
+impl<'r, 'a> Produce<'r, Option<bool>> for CSVSourcePartitionParser<'a> {
+    type Error = CSVSourceError;
+
+    #[throws(CSVSourceError)]
+    fn produce(&mut self) -> Option<bool> {
+        let v = self.next_val();
+        if v.is_empty() {
+            return None;
+        }
+        let v = v
+            .parse()
+            .map_err(|_| ConnectorXError::cannot_produce::<Option<bool>>(Some(v.into())))?;
+
+        Some(v)
+    }
+}
+
+impl<'r, 'a> Produce<'r, String> for CSVSourcePartitionParser<'a> {
+    type Error = CSVSourceError;
+
+    #[throws(CSVSourceError)]
+    fn produce(&mut self) -> String {
+        let v = self.next_val();
+        String::from(v)
+    }
+}
+
+impl<'a, 'r> Produce<'r, Option<String>> for CSVSourcePartitionParser<'a> {
+    type Error = CSVSourceError;
+
+    #[throws(CSVSourceError)]
+    fn produce(&'r mut self) -> Option<String> {
+        let v = self.next_val();
+
+        Some(String::from(v))
+    }
+}
+
+impl<'r, 'a> Produce<'r, DateTime<Utc>> for CSVSourcePartitionParser<'a> {
+    type Error = CSVSourceError;
+
+    #[throws(CSVSourceError)]
+    fn produce(&mut self) -> DateTime<Utc> {
+        let v = self.next_val();
+        v.parse()
+            .map_err(|_| ConnectorXError::cannot_produce::<DateTime<Utc>>(Some(v.into())))?
+    }
+}
+
+impl<'r, 'a> Produce<'r, Option<DateTime<Utc>>> for CSVSourcePartitionParser<'a> {
+    type Error = CSVSourceError;
+
+    #[throws(CSVSourceError)]
+    fn produce(&mut self) -> Option<DateTime<Utc>> {
+        let v = self.next_val();
+        if v.is_empty() {
+            return None;
+        }
+        let v = v
+            .parse()
+            .map_err(|_| ConnectorXError::cannot_produce::<DateTime<Utc>>(Some(v.into())))?;
+        Some(v)
+    }
+}
diff --git a/connectorx/src/sources/csv/typesystem.rs b/connectorx/src/sources/csv/typesystem.rs
new file mode 100644
index 0000000..4921aeb
--- /dev/null
+++ b/connectorx/src/sources/csv/typesystem.rs
@@ -0,0 +1,31 @@
+// Each variant in DataType represents a type that connectorx currently
+// supports to read from a data source and write into a destination.
+// When adding a new supported type T and associate it to the native representation N, please do
+// 1. Add a T variant to DataType.
+// 2. Add `DataType::T => N` to the macro impl_typesystem!.
+// 3. Add `DataType::T => N` to the macro impl_transmit!.
+//
+
+use chrono::{DateTime, Utc};
+/// This is a dummy type system used in this library.
+/// For all the sources, their output values must be one of the types defined by DummyTypeSystem.
+/// For all the destinations, they must support writing any value whose type is defined by DummyTypeSystem.
+#[derive(Debug, Clone, Copy, PartialEq, Eq, Hash, PartialOrd, Ord)]
+pub enum CSVTypeSystem {
+    F64(bool),
+    I64(bool),
+    Bool(bool),
+    String(bool),
+    DateTime(bool),
+}
+
+impl_typesystem! {
+    system = CSVTypeSystem,
+    mappings = {
+        { F64 => f64 }
+        { I64 => i64 }
+        { Bool => bool }
+        { String => String }
+        { DateTime => DateTime<Utc> }
+    }
+}
diff --git a/connectorx/src/sources/dummy/mod.rs b/connectorx/src/sources/dummy/mod.rs
new file mode 100644
index 0000000..f880421
--- /dev/null
+++ b/connectorx/src/sources/dummy/mod.rs
@@ -0,0 +1,247 @@
+//! A dummy source that generates different values based on an internal counter.
+//! This source is for test purpose.
+
+mod typesystem;
+
+pub use self::typesystem::DummyTypeSystem;
+use super::{PartitionParser, Produce, Source, SourcePartition};
+use crate::data_order::DataOrder;
+use crate::errors::{ConnectorXError, Result};
+use crate::sql::CXQuery;
+use chrono::{offset, DateTime, Utc};
+use fehler::{throw, throws};
+use num_traits::cast::FromPrimitive;
+
+pub struct DummySource {
+    names: Vec<String>,
+    schema: Vec<DummyTypeSystem>,
+    queries: Vec<CXQuery<String>>,
+}
+
+impl DummySource {
+    pub fn new<S: AsRef<str>>(names: &[S], schema: &[DummyTypeSystem]) -> Self {
+        assert_eq!(names.len(), schema.len());
+        DummySource {
+            names: names.iter().map(|s| s.as_ref().to_string()).collect(),
+            schema: schema.to_vec(),
+            queries: vec![],
+        }
+    }
+}
+
+impl Source for DummySource {
+    const DATA_ORDERS: &'static [DataOrder] = &[DataOrder::RowMajor];
+    type TypeSystem = DummyTypeSystem;
+    type Partition = DummySourcePartition;
+    type Error = ConnectorXError;
+
+    #[throws(ConnectorXError)]
+    fn set_data_order(&mut self, data_order: DataOrder) {
+        if !matches!(data_order, DataOrder::RowMajor) {
+            throw!(ConnectorXError::UnsupportedDataOrder(data_order))
+        }
+    }
+
+    // query: nrows,ncols
+    fn set_queries<Q: ToString>(&mut self, queries: &[CXQuery<Q>]) {
+        self.queries = queries.iter().map(|q| q.map(Q::to_string)).collect();
+    }
+
+    fn set_origin_query(&mut self, _query: Option<String>) {}
+
+    fn fetch_metadata(&mut self) -> Result<()> {
+        Ok(())
+    }
+
+    fn result_rows(&mut self) -> Result<Option<usize>> {
+        Ok(None)
+    }
+
+    fn names(&self) -> Vec<String> {
+        self.names.clone()
+    }
+
+    fn schema(&self) -> Vec<Self::TypeSystem> {
+        self.schema.clone()
+    }
+
+    fn partition(self) -> Result<Vec<Self::Partition>> {
+        assert!(!self.queries.is_empty());
+        let queries = self.queries;
+        let schema = self.schema;
+
+        Ok(queries
+            .into_iter()
+            .map(|q| DummySourcePartition::new(&schema, &q))
+            .collect())
+    }
+}
+
+pub struct DummySourcePartition {
+    nrows: usize,
+    ncols: usize,
+    counter: usize,
+}
+
+impl DummySourcePartition {
+    pub fn new(_schema: &[DummyTypeSystem], q: &CXQuery<String>) -> Self {
+        let v: Vec<usize> = q.as_str().split(',').map(|s| s.parse().unwrap()).collect();
+
+        DummySourcePartition {
+            nrows: v[0],
+            ncols: v[1],
+            counter: 0,
+        }
+    }
+}
+
+impl SourcePartition for DummySourcePartition {
+    type TypeSystem = DummyTypeSystem;
+    type Parser<'a> = DummySourcePartitionParser<'a>;
+    type Error = ConnectorXError;
+
+    fn result_rows(&mut self) -> Result<()> {
+        Ok(())
+    }
+
+    fn parser(&mut self) -> Result<Self::Parser<'_>> {
+        Ok(DummySourcePartitionParser::new(
+            &mut self.counter,
+            self.nrows,
+            self.ncols,
+        ))
+    }
+
+    fn nrows(&self) -> usize {
+        self.nrows
+    }
+
+    fn ncols(&self) -> usize {
+        self.ncols
+    }
+}
+
+pub struct DummySourcePartitionParser<'a> {
+    counter: &'a mut usize,
+    #[allow(unused)]
+    nrows: usize,
+    ncols: usize,
+}
+
+impl<'a> DummySourcePartitionParser<'a> {
+    fn new(counter: &'a mut usize, nrows: usize, ncols: usize) -> Self {
+        DummySourcePartitionParser {
+            counter,
+            ncols,
+            nrows,
+        }
+    }
+
+    fn next_val(&mut self) -> usize {
+        let ret = *self.counter / self.ncols;
+        *self.counter += 1;
+        ret
+    }
+}
+
+impl<'a> PartitionParser<'a> for DummySourcePartitionParser<'a> {
+    type TypeSystem = DummyTypeSystem;
+    type Error = ConnectorXError;
+
+    fn fetch_next(&mut self) -> Result<(usize, bool)> {
+        Ok((self.nrows, true))
+    }
+}
+
+macro_rules! numeric_impl {
+    ($($t: ty),+) => {
+        $(
+            impl<'r, 'a> Produce<'r, $t> for DummySourcePartitionParser<'a> {
+                type Error = ConnectorXError;
+
+                fn produce(&mut self) -> Result<$t> {
+                    let ret = self.next_val();
+                    Ok(FromPrimitive::from_usize(ret).unwrap_or_default())
+                }
+            }
+
+            impl<'r, 'a> Produce<'r, Option<$t>> for DummySourcePartitionParser<'a> {
+                type Error = ConnectorXError;
+
+                fn produce(&mut self) -> Result<Option<$t>> {
+                    let ret = self.next_val();
+                    Ok(Some(FromPrimitive::from_usize(ret).unwrap_or_default()))
+                }
+            }
+        )+
+    };
+}
+
+numeric_impl!(u64, i32, i64, f64);
+
+impl<'r, 'a> Produce<'r, String> for DummySourcePartitionParser<'a> {
+    type Error = ConnectorXError;
+
+    fn produce(&mut self) -> Result<String> {
+        let ret = self.next_val().to_string();
+        Ok(ret)
+    }
+}
+
+impl<'r, 'a> Produce<'r, Option<String>> for DummySourcePartitionParser<'a> {
+    type Error = ConnectorXError;
+
+    fn produce(&mut self) -> Result<Option<String>> {
+        let ret = self.next_val().to_string();
+        Ok(Some(ret))
+    }
+}
+
+impl<'r, 'a> Produce<'r, bool> for DummySourcePartitionParser<'a> {
+    type Error = ConnectorXError;
+
+    fn produce(&mut self) -> Result<bool> {
+        let ret = self.next_val() % 2 == 0;
+        Ok(ret)
+    }
+}
+
+impl<'r, 'a> Produce<'r, Option<bool>> for DummySourcePartitionParser<'a> {
+    type Error = ConnectorXError;
+
+    fn produce(&mut self) -> Result<Option<bool>> {
+        let ret = match self.next_val() % 3 {
+            0 => Some(true),
+            1 => Some(false),
+            2 => None,
+            _ => unreachable!(),
+        };
+
+        Ok(ret)
+    }
+}
+
+impl<'r, 'a> Produce<'r, DateTime<Utc>> for DummySourcePartitionParser<'a> {
+    type Error = ConnectorXError;
+
+    fn produce(&mut self) -> Result<DateTime<Utc>> {
+        self.next_val();
+        let ret = offset::Utc::now();
+
+        Ok(ret)
+    }
+}
+
+impl<'r, 'a> Produce<'r, Option<DateTime<Utc>>> for DummySourcePartitionParser<'a> {
+    type Error = ConnectorXError;
+
+    fn produce(&mut self) -> Result<Option<DateTime<Utc>>> {
+        self.next_val();
+        let ret = match self.next_val() % 2 {
+            0 => Some(offset::Utc::now()),
+            1 => None,
+            _ => unreachable!(),
+        };
+        Ok(ret)
+    }
+}
diff --git a/connectorx/src/sources/dummy/typesystem.rs b/connectorx/src/sources/dummy/typesystem.rs
new file mode 100644
index 0000000..24aed4c
--- /dev/null
+++ b/connectorx/src/sources/dummy/typesystem.rs
@@ -0,0 +1,31 @@
+// Each variant in DataType represents a type that connectorx currently
+// supports to read from a data source and write into a destination.
+// When adding a new supported type T and associate it to the native representation N, please do
+// 1. Add a T variant to DataType.
+// 2. Add `DataType::T => N` to the macro impl_typesystem!.
+// 3. Add `DataType::T => N` to the macro impl_transmit!.
+//
+
+use chrono::{DateTime, Utc};
+/// This is a dummy type system used in this library.
+/// For all the sources, their output values must be one of the types defined by DummyTypeSystem.
+/// For all the destinations, they must support writing any value whose type is defined by DummyTypeSystem.
+#[derive(Debug, Clone, Copy, PartialEq, Eq, Hash, PartialOrd, Ord)]
+pub enum DummyTypeSystem {
+    F64(bool),
+    I64(bool),
+    Bool(bool),
+    String(bool),
+    DateTime(bool),
+}
+
+impl_typesystem! {
+    system = DummyTypeSystem,
+    mappings = {
+        { F64 => f64 }
+        { I64 => i64 }
+        { Bool => bool }
+        { String => String }
+        { DateTime => DateTime<Utc> }
+    }
+}
diff --git a/connectorx/src/sources/mod.rs b/connectorx/src/sources/mod.rs
new file mode 100644
index 0000000..0afb641
--- /dev/null
+++ b/connectorx/src/sources/mod.rs
@@ -0,0 +1,100 @@
+//! This module defines four traits [`Source`], [`SourcePartition`], [`PartitionParser`], and [`Produce`]  to define a source.
+//! This module also contains source implementations for various databases.
+
+#[cfg(feature = "src_bigquery")]
+pub mod bigquery;
+#[cfg(feature = "src_csv")]
+pub mod csv;
+#[cfg(feature = "src_dummy")]
+pub mod dummy;
+#[cfg(feature = "src_mssql")]
+pub mod mssql;
+#[cfg(feature = "src_mysql")]
+pub mod mysql;
+#[cfg(feature = "src_oracle")]
+pub mod oracle;
+#[cfg(feature = "src_postgres")]
+pub mod postgres;
+#[cfg(feature = "src_sqlite")]
+pub mod sqlite;
+
+use crate::data_order::DataOrder;
+use crate::errors::ConnectorXError;
+use crate::sql::CXQuery;
+use crate::typesystem::{TypeAssoc, TypeSystem};
+use std::fmt::Debug;
+
+pub trait Source {
+    /// Supported data orders, ordering by preference.
+    const DATA_ORDERS: &'static [DataOrder];
+    /// The type system this `Source` associated with.
+    type TypeSystem: TypeSystem;
+    // Partition needs to be send to different threads for parallel execution
+    type Partition: SourcePartition<TypeSystem = Self::TypeSystem, Error = Self::Error> + Send;
+    type Error: From<ConnectorXError> + Send + Debug;
+
+    fn set_data_order(&mut self, data_order: DataOrder) -> Result<(), Self::Error>;
+
+    fn set_queries<Q: ToString>(&mut self, queries: &[CXQuery<Q>]);
+
+    fn set_origin_query(&mut self, query: Option<String>);
+
+    fn fetch_metadata(&mut self) -> Result<(), Self::Error>;
+    /// Get total number of rows if available
+    fn result_rows(&mut self) -> Result<Option<usize>, Self::Error>;
+
+    fn names(&self) -> Vec<String>;
+
+    fn schema(&self) -> Vec<Self::TypeSystem>;
+
+    fn partition(self) -> Result<Vec<Self::Partition>, Self::Error>;
+}
+
+/// In general, a `DataSource` abstracts the data source as a stream, which can produce
+/// a sequence of values of variate types by repetitively calling the function `produce`.
+pub trait SourcePartition {
+    type TypeSystem: TypeSystem;
+    type Parser<'a>: PartitionParser<'a, TypeSystem = Self::TypeSystem, Error = Self::Error>
+    where
+        Self: 'a;
+    type Error: From<ConnectorXError> + Send + Debug;
+
+    /// Count total number of rows in each partition.
+    fn result_rows(&mut self) -> Result<(), Self::Error>;
+
+    fn parser(&mut self) -> Result<Self::Parser<'_>, Self::Error>;
+
+    /// Number of rows this `DataSource` got.
+    /// Sometimes it is not possible for the source to know how many rows it gets before reading the whole data.
+    fn nrows(&self) -> usize;
+
+    /// Number of cols this `DataSource` got.
+    fn ncols(&self) -> usize;
+}
+
+pub trait PartitionParser<'a>: Send {
+    type TypeSystem: TypeSystem;
+    type Error: From<ConnectorXError> + Send + Debug;
+
+    /// Read a value `T` by calling `Produce<T>::produce`. Usually this function does not need to be
+    /// implemented.
+    fn parse<'r, T>(&'r mut self) -> Result<T, <Self as PartitionParser<'a>>::Error>
+    where
+        T: TypeAssoc<Self::TypeSystem>,
+        Self: Produce<'r, T, Error = <Self as PartitionParser<'a>>::Error>,
+    {
+        self.produce()
+    }
+
+    /// Fetch next batch of rows from database, return (number of rows fetched to local, whether all rows are fechted from database).
+    /// There might be rows that are not consumed yet when calling the next fetch_next.
+    /// The function might be called even after the last batch is fetched.
+    fn fetch_next(&mut self) -> Result<(usize, bool), Self::Error>;
+}
+
+/// A type implemented `Produce<T>` means that it can produce a value `T` by consuming part of it's raw data buffer.
+pub trait Produce<'r, T> {
+    type Error: From<ConnectorXError> + Send;
+
+    fn produce(&'r mut self) -> Result<T, Self::Error>;
+}
diff --git a/connectorx/src/sources/mssql/errors.rs b/connectorx/src/sources/mssql/errors.rs
new file mode 100644
index 0000000..5e55bc3
--- /dev/null
+++ b/connectorx/src/sources/mssql/errors.rs
@@ -0,0 +1,30 @@
+use std::string::FromUtf8Error;
+use thiserror::Error;
+
+#[derive(Error, Debug)]
+pub enum MsSQLSourceError {
+    #[error("Cannot get # of rows in the partition")]
+    GetNRowsFailed,
+
+    #[error(transparent)]
+    ConnectorXError(#[from] crate::errors::ConnectorXError),
+
+    #[error(transparent)]
+    MsSQLError(#[from] tiberius::error::Error),
+
+    #[error(transparent)]
+    MsSQLRuntimeError(#[from] bb8::RunError<bb8_tiberius::Error>),
+
+    #[error(transparent)]
+    MsSQLPoolError(#[from] bb8_tiberius::Error),
+
+    #[error(transparent)]
+    MsSQLUrlError(#[from] url::ParseError),
+
+    #[error(transparent)]
+    MsSQLUrlDecodeError(#[from] FromUtf8Error),
+
+    /// Any other errors that are too trivial to be put here explicitly.
+    #[error(transparent)]
+    Other(#[from] anyhow::Error),
+}
diff --git a/connectorx/src/sources/mssql/mod.rs b/connectorx/src/sources/mssql/mod.rs
new file mode 100644
index 0000000..2a88f24
--- /dev/null
+++ b/connectorx/src/sources/mssql/mod.rs
@@ -0,0 +1,409 @@
+//! Source implementation for SQL Server.
+
+mod errors;
+mod typesystem;
+
+pub use self::errors::MsSQLSourceError;
+pub use self::typesystem::{FloatN, IntN, MsSQLTypeSystem};
+use crate::constants::DB_BUFFER_SIZE;
+use crate::{
+    data_order::DataOrder,
+    errors::ConnectorXError,
+    sources::{PartitionParser, Produce, Source, SourcePartition},
+    sql::{count_query, CXQuery},
+    utils::DummyBox,
+};
+use anyhow::anyhow;
+use bb8::{Pool, PooledConnection};
+use bb8_tiberius::ConnectionManager;
+use chrono::{DateTime, Utc};
+use chrono::{NaiveDate, NaiveDateTime, NaiveTime};
+use fehler::{throw, throws};
+use futures::StreamExt;
+use log::debug;
+use owning_ref::OwningHandle;
+use rust_decimal::Decimal;
+use sqlparser::dialect::MsSqlDialect;
+use std::collections::HashMap;
+use std::sync::Arc;
+use tiberius::{AuthMethod, Config, EncryptionLevel, QueryResult, Row};
+use tokio::runtime::{Handle, Runtime};
+use url::Url;
+use urlencoding::decode;
+use uuid::Uuid;
+
+type Conn<'a> = PooledConnection<'a, ConnectionManager>;
+pub struct MsSQLSource {
+    rt: Arc<Runtime>,
+    pool: Pool<ConnectionManager>,
+    origin_query: Option<String>,
+    queries: Vec<CXQuery<String>>,
+    names: Vec<String>,
+    schema: Vec<MsSQLTypeSystem>,
+}
+
+#[throws(MsSQLSourceError)]
+pub fn mssql_config(url: &Url) -> Config {
+    let mut config = Config::new();
+
+    let host = decode(url.host_str().unwrap_or("localhost"))?.into_owned();
+    let hosts: Vec<&str> = host.split('\\').collect();
+    match hosts.len() {
+        1 => config.host(host),
+        2 => {
+            // SQL Server support instance name: `server\instance:port`
+            config.host(hosts[0]);
+            config.instance_name(hosts[1]);
+        }
+        _ => throw!(anyhow!("MsSQL hostname parse error: {}", host)),
+    }
+    config.port(url.port().unwrap_or(1433));
+    // remove the leading "/"
+    config.database(&url.path()[1..]);
+    // Using SQL Server authentication.
+    #[allow(unused)]
+    let params: HashMap<String, String> = url.query_pairs().into_owned().collect();
+    #[cfg(any(windows, feature = "integrated-auth-gssapi"))]
+    match params.get("trusted_connection") {
+        // pefer trusted_connection if set to true
+        Some(v) if v == "true" => {
+            debug!("mssql auth through trusted connection!");
+            config.authentication(AuthMethod::Integrated);
+        }
+        _ => {
+            debug!("mssql auth through sqlserver authentication");
+            config.authentication(AuthMethod::sql_server(
+                decode(url.username())?.to_owned(),
+                decode(url.password().unwrap_or(""))?.to_owned(),
+            ));
+        }
+    };
+    #[cfg(all(not(windows), not(feature = "integrated-auth-gssapi")))]
+    config.authentication(AuthMethod::sql_server(
+        decode(url.username())?.to_owned(),
+        decode(url.password().unwrap_or(""))?.to_owned(),
+    ));
+
+    match params.get("encrypt") {
+        Some(v) if v.to_lowercase() == "true" => config.encryption(EncryptionLevel::Required),
+        _ => config.encryption(EncryptionLevel::NotSupported),
+    };
+
+    match params.get("appname") {
+        Some(appname) => config.application_name(decode(appname)?.to_owned()),
+        _ => {}
+    };
+
+    config
+}
+
+impl MsSQLSource {
+    #[throws(MsSQLSourceError)]
+    pub fn new(rt: Arc<Runtime>, conn: &str, nconn: usize) -> Self {
+        let url = Url::parse(conn)?;
+        let config = mssql_config(&url)?;
+        let manager = bb8_tiberius::ConnectionManager::new(config);
+        let pool = rt.block_on(Pool::builder().max_size(nconn as u32).build(manager))?;
+
+        Self {
+            rt,
+            pool,
+            origin_query: None,
+            queries: vec![],
+            names: vec![],
+            schema: vec![],
+        }
+    }
+}
+
+impl Source for MsSQLSource
+where
+    MsSQLSourcePartition: SourcePartition<TypeSystem = MsSQLTypeSystem, Error = MsSQLSourceError>,
+{
+    const DATA_ORDERS: &'static [DataOrder] = &[DataOrder::RowMajor];
+    type Partition = MsSQLSourcePartition;
+    type TypeSystem = MsSQLTypeSystem;
+    type Error = MsSQLSourceError;
+
+    #[throws(MsSQLSourceError)]
+    fn set_data_order(&mut self, data_order: DataOrder) {
+        if !matches!(data_order, DataOrder::RowMajor) {
+            throw!(ConnectorXError::UnsupportedDataOrder(data_order));
+        }
+    }
+
+    fn set_queries<Q: ToString>(&mut self, queries: &[CXQuery<Q>]) {
+        self.queries = queries.iter().map(|q| q.map(Q::to_string)).collect();
+    }
+
+    fn set_origin_query(&mut self, query: Option<String>) {
+        self.origin_query = query;
+    }
+
+    #[throws(MsSQLSourceError)]
+    fn fetch_metadata(&mut self) {
+        assert!(!self.queries.is_empty());
+
+        let mut conn = self.rt.block_on(self.pool.get())?;
+        let first_query = &self.queries[0];
+        let (names, types) = match self.rt.block_on(conn.query(first_query.as_str(), &[])) {
+            Ok(stream) => {
+                let columns = stream.columns().ok_or_else(|| {
+                    anyhow!("MsSQL failed to get the columns of query: {}", first_query)
+                })?;
+                columns
+                    .iter()
+                    .map(|col| {
+                        (
+                            col.name().to_string(),
+                            MsSQLTypeSystem::from(&col.column_type()),
+                        )
+                    })
+                    .unzip()
+            }
+            Err(e) => {
+                // tried the last query but still get an error
+                debug!(
+                    "cannot get metadata for '{}', try next query: {}",
+                    first_query, e
+                );
+                throw!(e);
+            }
+        };
+
+        self.names = names;
+        self.schema = types;
+    }
+
+    #[throws(MsSQLSourceError)]
+    fn result_rows(&mut self) -> Option<usize> {
+        match &self.origin_query {
+            Some(q) => {
+                let cxq = CXQuery::Naked(q.clone());
+                let cquery = count_query(&cxq, &MsSqlDialect {})?;
+                let mut conn = self.rt.block_on(self.pool.get())?;
+
+                let stream = self.rt.block_on(conn.query(cquery.as_str(), &[]))?;
+                let row = self
+                    .rt
+                    .block_on(stream.into_row())?
+                    .ok_or_else(|| anyhow!("MsSQL failed to get the count of query: {}", q))?;
+
+                let row: i32 = row.get(0).ok_or(MsSQLSourceError::GetNRowsFailed)?; // the count in mssql is i32
+                Some(row as usize)
+            }
+            None => None,
+        }
+    }
+
+    fn names(&self) -> Vec<String> {
+        self.names.clone()
+    }
+
+    fn schema(&self) -> Vec<Self::TypeSystem> {
+        self.schema.clone()
+    }
+
+    #[throws(MsSQLSourceError)]
+    fn partition(self) -> Vec<Self::Partition> {
+        let mut ret = vec![];
+        for query in self.queries {
+            ret.push(MsSQLSourcePartition::new(
+                self.pool.clone(),
+                self.rt.clone(),
+                &query,
+                &self.schema,
+            ));
+        }
+        ret
+    }
+}
+
+pub struct MsSQLSourcePartition {
+    pool: Pool<ConnectionManager>,
+    rt: Arc<Runtime>,
+    query: CXQuery<String>,
+    schema: Vec<MsSQLTypeSystem>,
+    nrows: usize,
+    ncols: usize,
+}
+
+impl MsSQLSourcePartition {
+    pub fn new(
+        pool: Pool<ConnectionManager>,
+        handle: Arc<Runtime>,
+        query: &CXQuery<String>,
+        schema: &[MsSQLTypeSystem],
+    ) -> Self {
+        Self {
+            rt: handle,
+            pool,
+            query: query.clone(),
+            schema: schema.to_vec(),
+            nrows: 0,
+            ncols: schema.len(),
+        }
+    }
+}
+
+impl SourcePartition for MsSQLSourcePartition {
+    type TypeSystem = MsSQLTypeSystem;
+    type Parser<'a> = MsSQLSourceParser<'a>;
+    type Error = MsSQLSourceError;
+
+    #[throws(MsSQLSourceError)]
+    fn result_rows(&mut self) {
+        let cquery = count_query(&self.query, &MsSqlDialect {})?;
+        let mut conn = self.rt.block_on(self.pool.get())?;
+
+        let stream = self.rt.block_on(conn.query(cquery.as_str(), &[]))?;
+        let row = self
+            .rt
+            .block_on(stream.into_row())?
+            .ok_or_else(|| anyhow!("MsSQL failed to get the count of query: {}", self.query))?;
+
+        let row: i32 = row.get(0).ok_or(MsSQLSourceError::GetNRowsFailed)?; // the count in mssql is i32
+        self.nrows = row as usize;
+    }
+
+    #[throws(MsSQLSourceError)]
+    fn parser<'a>(&'a mut self) -> Self::Parser<'a> {
+        let conn = self.rt.block_on(self.pool.get())?;
+        let rows: OwningHandle<Box<Conn<'a>>, DummyBox<QueryResult<'a>>> =
+            OwningHandle::new_with_fn(Box::new(conn), |conn: *const Conn<'a>| unsafe {
+                let conn = &mut *(conn as *mut Conn<'a>);
+
+                DummyBox(
+                    self.rt
+                        .block_on(conn.query(self.query.as_str(), &[]))
+                        .unwrap(),
+                )
+            });
+
+        MsSQLSourceParser::new(self.rt.handle(), rows, &self.schema)
+    }
+
+    fn nrows(&self) -> usize {
+        self.nrows
+    }
+
+    fn ncols(&self) -> usize {
+        self.ncols
+    }
+}
+
+pub struct MsSQLSourceParser<'a> {
+    rt: &'a Handle,
+    iter: OwningHandle<Box<Conn<'a>>, DummyBox<QueryResult<'a>>>,
+    rowbuf: Vec<Row>,
+    ncols: usize,
+    current_col: usize,
+    current_row: usize,
+    is_finished: bool,
+}
+
+impl<'a> MsSQLSourceParser<'a> {
+    fn new(
+        rt: &'a Handle,
+        iter: OwningHandle<Box<Conn<'a>>, DummyBox<QueryResult<'a>>>,
+        schema: &[MsSQLTypeSystem],
+    ) -> Self {
+        Self {
+            rt,
+            iter,
+            rowbuf: Vec::with_capacity(DB_BUFFER_SIZE),
+            ncols: schema.len(),
+            current_row: 0,
+            current_col: 0,
+            is_finished: false,
+        }
+    }
+
+    #[throws(MsSQLSourceError)]
+    fn next_loc(&mut self) -> (usize, usize) {
+        let ret = (self.current_row, self.current_col);
+        self.current_row += (self.current_col + 1) / self.ncols;
+        self.current_col = (self.current_col + 1) % self.ncols;
+        ret
+    }
+}
+
+impl<'a> PartitionParser<'a> for MsSQLSourceParser<'a> {
+    type TypeSystem = MsSQLTypeSystem;
+    type Error = MsSQLSourceError;
+
+    #[throws(MsSQLSourceError)]
+    fn fetch_next(&mut self) -> (usize, bool) {
+        assert!(self.current_col == 0);
+        let remaining_rows = self.rowbuf.len() - self.current_row;
+        if remaining_rows > 0 {
+            return (remaining_rows, self.is_finished);
+        } else if self.is_finished {
+            return (0, self.is_finished);
+        }
+
+        if !self.rowbuf.is_empty() {
+            self.rowbuf.drain(..);
+        }
+
+        for _ in 0..DB_BUFFER_SIZE {
+            if let Some(item) = self.rt.block_on(self.iter.next()) {
+                self.rowbuf.push(item?);
+            } else {
+                self.is_finished = true;
+                break;
+            }
+        }
+        self.current_row = 0;
+        self.current_col = 0;
+        (self.rowbuf.len(), self.is_finished)
+    }
+}
+
+macro_rules! impl_produce {
+    ($($t: ty,)+) => {
+        $(
+            impl<'r, 'a> Produce<'r, $t> for MsSQLSourceParser<'a> {
+                type Error = MsSQLSourceError;
+
+                #[throws(MsSQLSourceError)]
+                fn produce(&'r mut self) -> $t {
+                    let (ridx, cidx) = self.next_loc()?;
+                    let res = self.rowbuf[ridx].get(cidx).ok_or_else(|| anyhow!("MsSQL get None at position: ({}, {})", ridx, cidx))?;
+                    res
+                }
+            }
+
+            impl<'r, 'a> Produce<'r, Option<$t>> for MsSQLSourceParser<'a> {
+                type Error = MsSQLSourceError;
+
+                #[throws(MsSQLSourceError)]
+                fn produce(&'r mut self) -> Option<$t> {
+                    let (ridx, cidx) = self.next_loc()?;
+                    let res = self.rowbuf[ridx].get(cidx);
+                    res
+                }
+            }
+        )+
+    };
+}
+
+impl_produce!(
+    u8,
+    i16,
+    i32,
+    i64,
+    IntN,
+    f32,
+    f64,
+    FloatN,
+    bool,
+    &'r str,
+    &'r [u8],
+    Uuid,
+    Decimal,
+    NaiveDateTime,
+    NaiveDate,
+    NaiveTime,
+    DateTime<Utc>,
+);
diff --git a/connectorx/src/sources/mssql/typesystem.rs b/connectorx/src/sources/mssql/typesystem.rs
new file mode 100644
index 0000000..2da6aa4
--- /dev/null
+++ b/connectorx/src/sources/mssql/typesystem.rs
@@ -0,0 +1,135 @@
+use chrono::{DateTime, NaiveDate, NaiveDateTime, NaiveTime, Utc};
+use rust_decimal::Decimal;
+use tiberius::{ColumnData, ColumnType, FromSql};
+use uuid::Uuid;
+
+// https://docs.microsoft.com/en-us/openspecs/windows_protocols/ms-tds/ce3183a6-9d89-47e8-a02f-de5a1a1303de
+#[derive(Copy, Clone, Debug)]
+pub enum MsSQLTypeSystem {
+    Tinyint(bool),
+    Smallint(bool),
+    Int(bool),
+    Bigint(bool),
+    Intn(bool),
+    Float24(bool),
+    Float53(bool),
+    Floatn(bool),
+    Bit(bool),
+    Nvarchar(bool),
+    Varchar(bool),
+    Nchar(bool),
+    Char(bool),
+    Ntext(bool),
+    Text(bool),
+    Binary(bool),
+    Varbinary(bool),
+    Image(bool),
+    Uniqueidentifier(bool),
+    Numeric(bool),
+    Decimal(bool),
+    Datetime(bool),
+    Datetime2(bool),
+    Smalldatetime(bool),
+    Date(bool),
+    Time(bool),
+    Datetimeoffset(bool),
+    Money(bool),
+    SmallMoney(bool),
+}
+
+impl_typesystem! {
+    system = MsSQLTypeSystem,
+    mappings = {
+        { Tinyint  => u8 }
+        { Smallint => i16 }
+        { Int => i32 }
+        { Bigint => i64 }
+        { Intn => IntN }
+        { Float24 | SmallMoney => f32 }
+        { Float53 | Money => f64 }
+        { Floatn => FloatN }
+        { Bit => bool }
+        { Nvarchar | Varchar | Nchar | Char | Text | Ntext => &'r str }
+        { Binary | Varbinary | Image => &'r [u8] }
+        { Uniqueidentifier => Uuid }
+        { Numeric | Decimal => Decimal }
+        { Datetime | Datetime2 | Smalldatetime => NaiveDateTime }
+        { Date => NaiveDate }
+        { Time => NaiveTime }
+        { Datetimeoffset => DateTime<Utc> }
+    }
+}
+
+impl<'a> From<&'a ColumnType> for MsSQLTypeSystem {
+    fn from(ty: &'a ColumnType) -> MsSQLTypeSystem {
+        use MsSQLTypeSystem::*;
+
+        match ty {
+            ColumnType::Int1 => Tinyint(false),
+            ColumnType::Int2 => Smallint(false),
+            ColumnType::Int4 => Int(false),
+            ColumnType::Int8 => Bigint(false),
+            ColumnType::Intn => Intn(true),
+            ColumnType::Float4 => Float24(false),
+            ColumnType::Float8 => Float53(false),
+            ColumnType::Floatn => Floatn(true),
+            ColumnType::Bit => Bit(false),
+            ColumnType::Bitn => Bit(true), // nullable int, var-length
+            ColumnType::NVarchar => Nvarchar(true),
+            ColumnType::BigVarChar => Varchar(true),
+            ColumnType::NChar => Nchar(true),
+            ColumnType::BigChar => Char(true),
+            ColumnType::NText => Ntext(true),
+            ColumnType::Text => Text(true),
+            ColumnType::BigBinary => Binary(true),
+            ColumnType::BigVarBin => Varbinary(true),
+            ColumnType::Image => Image(true),
+            ColumnType::Guid => Uniqueidentifier(true),
+            ColumnType::Decimaln => Decimal(true),
+            ColumnType::Numericn => Numeric(true),
+            ColumnType::Datetime => Datetime(false),
+            ColumnType::Datetime2 => Datetime2(true),
+            ColumnType::Datetimen => Datetime(true),
+            ColumnType::Datetime4 => Datetime(false),
+            ColumnType::Daten => Date(true),
+            ColumnType::Timen => Time(true),
+            ColumnType::DatetimeOffsetn => Datetimeoffset(true),
+            ColumnType::Money => Money(true),
+            ColumnType::Money4 => SmallMoney(true),
+            _ => unimplemented!("{}", format!("{:?}", ty)),
+        }
+    }
+}
+
+pub struct IntN(pub i64);
+impl<'a> FromSql<'a> for IntN {
+    fn from_sql(value: &'a ColumnData<'static>) -> Result<Option<Self>, tiberius::error::Error> {
+        match value {
+            ColumnData::U8(None)
+            | ColumnData::I16(None)
+            | ColumnData::I32(None)
+            | ColumnData::I64(None) => Ok(None),
+            ColumnData::U8(Some(d)) => Ok(Some(IntN(*d as i64))),
+            ColumnData::I16(Some(d)) => Ok(Some(IntN(*d as i64))),
+            ColumnData::I32(Some(d)) => Ok(Some(IntN(*d as i64))),
+            ColumnData::I64(Some(d)) => Ok(Some(IntN(*d))),
+            v => Err(tiberius::error::Error::Conversion(
+                format!("cannot interpret {:?} as a intn value", v).into(),
+            )),
+        }
+    }
+}
+
+pub struct FloatN(pub f64);
+impl<'a> FromSql<'a> for FloatN {
+    fn from_sql(value: &'a ColumnData<'static>) -> Result<Option<Self>, tiberius::error::Error> {
+        match value {
+            ColumnData::F32(None) | ColumnData::F64(None) => Ok(None),
+            ColumnData::F32(Some(d)) => Ok(Some(FloatN(*d as f64))),
+            ColumnData::F64(Some(d)) => Ok(Some(FloatN(*d))),
+            v => Err(tiberius::error::Error::Conversion(
+                format!("cannot interpret {:?} as a floatn value", v).into(),
+            )),
+        }
+    }
+}
diff --git a/connectorx/src/sources/mysql/errors.rs b/connectorx/src/sources/mysql/errors.rs
new file mode 100644
index 0000000..6c72466
--- /dev/null
+++ b/connectorx/src/sources/mysql/errors.rs
@@ -0,0 +1,20 @@
+use thiserror::Error;
+
+#[derive(Error, Debug)]
+pub enum MySQLSourceError {
+    #[error(transparent)]
+    ConnectorXError(#[from] crate::errors::ConnectorXError),
+
+    #[error(transparent)]
+    MySQLError(#[from] r2d2_mysql::mysql::Error),
+
+    #[error(transparent)]
+    MySQLUrlError(#[from] r2d2_mysql::mysql::UrlError),
+
+    #[error(transparent)]
+    MySQLPoolError(#[from] r2d2::Error),
+
+    /// Any other errors that are too trivial to be put here explicitly.
+    #[error(transparent)]
+    Other(#[from] anyhow::Error),
+}
diff --git a/connectorx/src/sources/mysql/mod.rs b/connectorx/src/sources/mysql/mod.rs
new file mode 100644
index 0000000..5b3d039
--- /dev/null
+++ b/connectorx/src/sources/mysql/mod.rs
@@ -0,0 +1,494 @@
+//! Source implementation for MySQL database.
+
+mod errors;
+mod typesystem;
+
+pub use self::errors::MySQLSourceError;
+use crate::constants::DB_BUFFER_SIZE;
+use crate::{
+    data_order::DataOrder,
+    errors::ConnectorXError,
+    sources::{PartitionParser, Produce, Source, SourcePartition},
+    sql::{count_query, limit1_query, CXQuery},
+};
+use anyhow::anyhow;
+use chrono::{NaiveDate, NaiveDateTime, NaiveTime};
+use fehler::{throw, throws};
+use log::{debug, warn};
+use r2d2::{Pool, PooledConnection};
+use r2d2_mysql::{
+    mysql::{prelude::Queryable, Binary, Opts, OptsBuilder, QueryResult, Row, Text},
+    MySqlConnectionManager,
+};
+use rust_decimal::Decimal;
+use serde_json::Value;
+use sqlparser::dialect::MySqlDialect;
+use std::marker::PhantomData;
+pub use typesystem::MySQLTypeSystem;
+
+type MysqlConn = PooledConnection<MySqlConnectionManager>;
+
+pub enum BinaryProtocol {}
+pub enum TextProtocol {}
+
+#[throws(MySQLSourceError)]
+fn get_total_rows(conn: &mut MysqlConn, query: &CXQuery<String>) -> usize {
+    conn.query_first(&count_query(query, &MySqlDialect {})?)?
+        .ok_or_else(|| anyhow!("mysql failed to get the count of query: {}", query))?
+}
+
+pub struct MySQLSource<P> {
+    pool: Pool<MySqlConnectionManager>,
+    origin_query: Option<String>,
+    queries: Vec<CXQuery<String>>,
+    names: Vec<String>,
+    schema: Vec<MySQLTypeSystem>,
+    _protocol: PhantomData<P>,
+}
+
+impl<P> MySQLSource<P> {
+    #[throws(MySQLSourceError)]
+    pub fn new(conn: &str, nconn: usize) -> Self {
+        let manager = MySqlConnectionManager::new(OptsBuilder::from_opts(Opts::from_url(conn)?));
+        let pool = r2d2::Pool::builder()
+            .max_size(nconn as u32)
+            .build(manager)?;
+
+        Self {
+            pool,
+            origin_query: None,
+            queries: vec![],
+            names: vec![],
+            schema: vec![],
+            _protocol: PhantomData,
+        }
+    }
+}
+
+impl<P> Source for MySQLSource<P>
+where
+    MySQLSourcePartition<P>:
+        SourcePartition<TypeSystem = MySQLTypeSystem, Error = MySQLSourceError>,
+    P: Send,
+{
+    const DATA_ORDERS: &'static [DataOrder] = &[DataOrder::RowMajor];
+    type Partition = MySQLSourcePartition<P>;
+    type TypeSystem = MySQLTypeSystem;
+    type Error = MySQLSourceError;
+
+    #[throws(MySQLSourceError)]
+    fn set_data_order(&mut self, data_order: DataOrder) {
+        if !matches!(data_order, DataOrder::RowMajor) {
+            throw!(ConnectorXError::UnsupportedDataOrder(data_order));
+        }
+    }
+
+    fn set_queries<Q: ToString>(&mut self, queries: &[CXQuery<Q>]) {
+        self.queries = queries.iter().map(|q| q.map(Q::to_string)).collect();
+    }
+
+    fn set_origin_query(&mut self, query: Option<String>) {
+        self.origin_query = query;
+    }
+
+    #[throws(MySQLSourceError)]
+    fn fetch_metadata(&mut self) {
+        assert!(!self.queries.is_empty());
+
+        let mut conn = self.pool.get()?;
+        let first_query = &self.queries[0];
+
+        match conn.prep(first_query) {
+            Ok(stmt) => {
+                let (names, types) = stmt
+                    .columns()
+                    .iter()
+                    .map(|col| {
+                        (
+                            col.name_str().to_string(),
+                            MySQLTypeSystem::from((&col.column_type(), &col.flags())),
+                        )
+                    })
+                    .unzip();
+                self.names = names;
+                self.schema = types;
+            }
+            Err(e) => {
+                warn!(
+                    "mysql text prepared statement error: {:?}, switch to limit1 method",
+                    e
+                );
+                for (i, query) in self.queries.iter().enumerate() {
+                    // assuming all the partition queries yield same schema
+                    match conn
+                        .query_first::<Row, _>(limit1_query(query, &MySqlDialect {})?.as_str())
+                    {
+                        Ok(Some(row)) => {
+                            let (names, types) = row
+                                .columns_ref()
+                                .iter()
+                                .map(|col| {
+                                    (
+                                        col.name_str().to_string(),
+                                        MySQLTypeSystem::from((&col.column_type(), &col.flags())),
+                                    )
+                                })
+                                .unzip();
+                            self.names = names;
+                            self.schema = types;
+                            return;
+                        }
+                        Ok(None) => {}
+                        Err(e) if i == self.queries.len() - 1 => {
+                            // tried the last query but still get an error
+                            debug!("cannot get metadata for '{}', try next query: {}", query, e);
+                            throw!(e)
+                        }
+                        Err(_) => {}
+                    }
+                }
+
+                // tried all queries but all get empty result set
+                let iter = conn.query_iter(self.queries[0].as_str())?;
+                let (names, types) = iter
+                    .columns()
+                    .as_ref()
+                    .iter()
+                    .map(|col| {
+                        (
+                            col.name_str().to_string(),
+                            MySQLTypeSystem::VarChar(false), // set all columns as string (align with pandas)
+                        )
+                    })
+                    .unzip();
+                self.names = names;
+                self.schema = types;
+            }
+        }
+    }
+
+    #[throws(MySQLSourceError)]
+    fn result_rows(&mut self) -> Option<usize> {
+        match &self.origin_query {
+            Some(q) => {
+                let cxq = CXQuery::Naked(q.clone());
+                let mut conn = self.pool.get()?;
+                let nrows = get_total_rows(&mut conn, &cxq)?;
+                Some(nrows)
+            }
+            None => None,
+        }
+    }
+
+    fn names(&self) -> Vec<String> {
+        self.names.clone()
+    }
+
+    fn schema(&self) -> Vec<Self::TypeSystem> {
+        self.schema.clone()
+    }
+
+    #[throws(MySQLSourceError)]
+    fn partition(self) -> Vec<Self::Partition> {
+        let mut ret = vec![];
+        for query in self.queries {
+            let conn = self.pool.get()?;
+            ret.push(MySQLSourcePartition::new(conn, &query, &self.schema));
+        }
+        ret
+    }
+}
+
+pub struct MySQLSourcePartition<P> {
+    conn: MysqlConn,
+    query: CXQuery<String>,
+    schema: Vec<MySQLTypeSystem>,
+    nrows: usize,
+    ncols: usize,
+    _protocol: PhantomData<P>,
+}
+
+impl<P> MySQLSourcePartition<P> {
+    pub fn new(conn: MysqlConn, query: &CXQuery<String>, schema: &[MySQLTypeSystem]) -> Self {
+        Self {
+            conn,
+            query: query.clone(),
+            schema: schema.to_vec(),
+            nrows: 0,
+            ncols: schema.len(),
+            _protocol: PhantomData,
+        }
+    }
+}
+
+impl SourcePartition for MySQLSourcePartition<BinaryProtocol> {
+    type TypeSystem = MySQLTypeSystem;
+    type Parser<'a> = MySQLBinarySourceParser<'a>;
+    type Error = MySQLSourceError;
+
+    #[throws(MySQLSourceError)]
+    fn result_rows(&mut self) {
+        self.nrows = get_total_rows(&mut self.conn, &self.query)?;
+    }
+
+    #[throws(MySQLSourceError)]
+    fn parser(&mut self) -> Self::Parser<'_> {
+        let stmt = self.conn.prep(self.query.as_str())?;
+        let iter = self.conn.exec_iter(stmt, ())?;
+        MySQLBinarySourceParser::new(iter, &self.schema)
+    }
+
+    fn nrows(&self) -> usize {
+        self.nrows
+    }
+
+    fn ncols(&self) -> usize {
+        self.ncols
+    }
+}
+
+impl SourcePartition for MySQLSourcePartition<TextProtocol> {
+    type TypeSystem = MySQLTypeSystem;
+    type Parser<'a> = MySQLTextSourceParser<'a>;
+    type Error = MySQLSourceError;
+
+    #[throws(MySQLSourceError)]
+    fn result_rows(&mut self) {
+        self.nrows = get_total_rows(&mut self.conn, &self.query)?;
+    }
+
+    #[throws(MySQLSourceError)]
+    fn parser(&mut self) -> Self::Parser<'_> {
+        let query = self.query.clone();
+        let iter = self.conn.query_iter(query)?;
+        MySQLTextSourceParser::new(iter, &self.schema)
+    }
+
+    fn nrows(&self) -> usize {
+        self.nrows
+    }
+
+    fn ncols(&self) -> usize {
+        self.ncols
+    }
+}
+
+pub struct MySQLBinarySourceParser<'a> {
+    iter: QueryResult<'a, 'a, 'a, Binary>,
+    rowbuf: Vec<Row>,
+    ncols: usize,
+    current_col: usize,
+    current_row: usize,
+    is_finished: bool,
+}
+
+impl<'a> MySQLBinarySourceParser<'a> {
+    pub fn new(iter: QueryResult<'a, 'a, 'a, Binary>, schema: &[MySQLTypeSystem]) -> Self {
+        Self {
+            iter,
+            rowbuf: Vec::with_capacity(DB_BUFFER_SIZE),
+            ncols: schema.len(),
+            current_row: 0,
+            current_col: 0,
+            is_finished: false,
+        }
+    }
+
+    #[throws(MySQLSourceError)]
+    fn next_loc(&mut self) -> (usize, usize) {
+        let ret = (self.current_row, self.current_col);
+        self.current_row += (self.current_col + 1) / self.ncols;
+        self.current_col = (self.current_col + 1) % self.ncols;
+        ret
+    }
+}
+
+impl<'a> PartitionParser<'a> for MySQLBinarySourceParser<'a> {
+    type TypeSystem = MySQLTypeSystem;
+    type Error = MySQLSourceError;
+
+    #[throws(MySQLSourceError)]
+    fn fetch_next(&mut self) -> (usize, bool) {
+        assert!(self.current_col == 0);
+        let remaining_rows = self.rowbuf.len() - self.current_row;
+        if remaining_rows > 0 {
+            return (remaining_rows, self.is_finished);
+        } else if self.is_finished {
+            return (0, self.is_finished);
+        }
+
+        if !self.rowbuf.is_empty() {
+            self.rowbuf.drain(..);
+        }
+
+        for _ in 0..DB_BUFFER_SIZE {
+            if let Some(item) = self.iter.next() {
+                self.rowbuf.push(item?);
+            } else {
+                self.is_finished = true;
+                break;
+            }
+        }
+        self.current_row = 0;
+        self.current_col = 0;
+
+        (self.rowbuf.len(), self.is_finished)
+    }
+}
+
+macro_rules! impl_produce_binary {
+    ($($t: ty,)+) => {
+        $(
+            impl<'r, 'a> Produce<'r, $t> for MySQLBinarySourceParser<'a> {
+                type Error = MySQLSourceError;
+
+                #[throws(MySQLSourceError)]
+                fn produce(&'r mut self) -> $t {
+                    let (ridx, cidx) = self.next_loc()?;
+                    let res = self.rowbuf[ridx].take(cidx).ok_or_else(|| anyhow!("mysql cannot parse at position: ({}, {})", ridx, cidx))?;
+                    res
+                }
+            }
+
+            impl<'r, 'a> Produce<'r, Option<$t>> for MySQLBinarySourceParser<'a> {
+                type Error = MySQLSourceError;
+
+                #[throws(MySQLSourceError)]
+                fn produce(&'r mut self) -> Option<$t> {
+                    let (ridx, cidx) = self.next_loc()?;
+                    let res = self.rowbuf[ridx].take(cidx).ok_or_else(|| anyhow!("mysql cannot parse at position: ({}, {})", ridx, cidx))?;
+                    res
+                }
+            }
+        )+
+    };
+}
+
+impl_produce_binary!(
+    i8,
+    i16,
+    i32,
+    i64,
+    u8,
+    u16,
+    u32,
+    u64,
+    f32,
+    f64,
+    NaiveDate,
+    NaiveTime,
+    NaiveDateTime,
+    Decimal,
+    String,
+    Vec<u8>,
+    Value,
+);
+
+pub struct MySQLTextSourceParser<'a> {
+    iter: QueryResult<'a, 'a, 'a, Text>,
+    rowbuf: Vec<Row>,
+    ncols: usize,
+    current_col: usize,
+    current_row: usize,
+    is_finished: bool,
+}
+
+impl<'a> MySQLTextSourceParser<'a> {
+    pub fn new(iter: QueryResult<'a, 'a, 'a, Text>, schema: &[MySQLTypeSystem]) -> Self {
+        Self {
+            iter,
+            rowbuf: Vec::with_capacity(DB_BUFFER_SIZE),
+            ncols: schema.len(),
+            current_row: 0,
+            current_col: 0,
+            is_finished: false,
+        }
+    }
+
+    #[throws(MySQLSourceError)]
+    fn next_loc(&mut self) -> (usize, usize) {
+        let ret = (self.current_row, self.current_col);
+        self.current_row += (self.current_col + 1) / self.ncols;
+        self.current_col = (self.current_col + 1) % self.ncols;
+        ret
+    }
+}
+
+impl<'a> PartitionParser<'a> for MySQLTextSourceParser<'a> {
+    type TypeSystem = MySQLTypeSystem;
+    type Error = MySQLSourceError;
+
+    #[throws(MySQLSourceError)]
+    fn fetch_next(&mut self) -> (usize, bool) {
+        assert!(self.current_col == 0);
+        let remaining_rows = self.rowbuf.len() - self.current_row;
+        if remaining_rows > 0 {
+            return (remaining_rows, self.is_finished);
+        } else if self.is_finished {
+            return (0, self.is_finished);
+        }
+
+        if !self.rowbuf.is_empty() {
+            self.rowbuf.drain(..);
+        }
+        for _ in 0..DB_BUFFER_SIZE {
+            if let Some(item) = self.iter.next() {
+                self.rowbuf.push(item?);
+            } else {
+                self.is_finished = true;
+                break;
+            }
+        }
+        self.current_row = 0;
+        self.current_col = 0;
+        (self.rowbuf.len(), self.is_finished)
+    }
+}
+
+macro_rules! impl_produce_text {
+    ($($t: ty,)+) => {
+        $(
+            impl<'r, 'a> Produce<'r, $t> for MySQLTextSourceParser<'a> {
+                type Error = MySQLSourceError;
+
+                #[throws(MySQLSourceError)]
+                fn produce(&'r mut self) -> $t {
+                    let (ridx, cidx) = self.next_loc()?;
+                    let res = self.rowbuf[ridx].take(cidx).ok_or_else(|| anyhow!("mysql cannot parse at position: ({}, {})", ridx, cidx))?;
+                    res
+                }
+            }
+
+            impl<'r, 'a> Produce<'r, Option<$t>> for MySQLTextSourceParser<'a> {
+                type Error = MySQLSourceError;
+
+                #[throws(MySQLSourceError)]
+                fn produce(&'r mut self) -> Option<$t> {
+                    let (ridx, cidx) = self.next_loc()?;
+                    let res = self.rowbuf[ridx].take(cidx).ok_or_else(|| anyhow!("mysql cannot parse at position: ({}, {})", ridx, cidx))?;
+                    res
+                }
+            }
+        )+
+    };
+}
+
+impl_produce_text!(
+    i8,
+    i16,
+    i32,
+    i64,
+    u8,
+    u16,
+    u32,
+    u64,
+    f32,
+    f64,
+    NaiveDate,
+    NaiveTime,
+    NaiveDateTime,
+    Decimal,
+    String,
+    Vec<u8>,
+    Value,
+);
diff --git a/connectorx/src/sources/mysql/typesystem.rs b/connectorx/src/sources/mysql/typesystem.rs
new file mode 100644
index 0000000..105b727
--- /dev/null
+++ b/connectorx/src/sources/mysql/typesystem.rs
@@ -0,0 +1,122 @@
+use chrono::{NaiveDate, NaiveDateTime, NaiveTime};
+use r2d2_mysql::mysql::consts::{ColumnFlags, ColumnType};
+use rust_decimal::Decimal;
+use serde_json::Value;
+
+#[derive(Copy, Clone, Debug)]
+pub enum MySQLTypeSystem {
+    Float(bool),
+    Double(bool),
+    Tiny(bool),
+    Short(bool),
+    Long(bool),
+    Int24(bool),
+    LongLong(bool),
+    UTiny(bool),
+    UShort(bool),
+    ULong(bool),
+    UInt24(bool),
+    ULongLong(bool),
+    Datetime(bool),
+    Date(bool),
+    Time(bool),
+    Decimal(bool),
+    Char(bool),
+    VarChar(bool),
+    Timestamp(bool),
+    Year(bool),
+    Enum(bool),
+    TinyBlob(bool),
+    Blob(bool),
+    MediumBlob(bool),
+    LongBlob(bool),
+    Json(bool),
+}
+
+impl_typesystem! {
+    system = MySQLTypeSystem,
+    mappings = {
+        { Tiny => i8 }
+        { Short | Year => i16 }
+        { Long | Int24 => i32}
+        { LongLong => i64 }
+        { Float => f32 }
+        { Double => f64 }
+        { UTiny => u8 }
+        { UShort => u16 }
+        { ULong | UInt24 => u32}
+        { ULongLong => u64 }
+        { Datetime | Timestamp => NaiveDateTime }
+        { Date => NaiveDate }
+        { Time => NaiveTime }
+        { Decimal => Decimal }
+        { Char | VarChar | Enum => String }
+        { TinyBlob | Blob | MediumBlob | LongBlob => Vec<u8>}
+        { Json => Value }
+    }
+}
+
+impl<'a> From<(&'a ColumnType, &'a ColumnFlags)> for MySQLTypeSystem {
+    fn from(col: (&'a ColumnType, &'a ColumnFlags)) -> MySQLTypeSystem {
+        use MySQLTypeSystem::*;
+        let (ty, flag) = col;
+        let null_ok = !flag.contains(ColumnFlags::NOT_NULL_FLAG);
+        let unsigned = flag.contains(ColumnFlags::UNSIGNED_FLAG);
+        match ty {
+            ColumnType::MYSQL_TYPE_TINY => {
+                if unsigned {
+                    UTiny(null_ok)
+                } else {
+                    Tiny(null_ok)
+                }
+            }
+            ColumnType::MYSQL_TYPE_SHORT => {
+                if unsigned {
+                    UShort(null_ok)
+                } else {
+                    Short(null_ok)
+                }
+            }
+            ColumnType::MYSQL_TYPE_INT24 => {
+                if unsigned {
+                    UInt24(null_ok)
+                } else {
+                    Int24(null_ok)
+                }
+            }
+            ColumnType::MYSQL_TYPE_LONG => {
+                if unsigned {
+                    ULong(null_ok)
+                } else {
+                    Long(null_ok)
+                }
+            }
+            ColumnType::MYSQL_TYPE_LONGLONG => {
+                if unsigned {
+                    ULongLong(null_ok)
+                } else {
+                    LongLong(null_ok)
+                }
+            }
+            ColumnType::MYSQL_TYPE_FLOAT => Float(null_ok),
+            ColumnType::MYSQL_TYPE_DOUBLE => Double(null_ok),
+            ColumnType::MYSQL_TYPE_DATETIME => Datetime(null_ok),
+            ColumnType::MYSQL_TYPE_DATE => Date(null_ok),
+            ColumnType::MYSQL_TYPE_TIME => Time(null_ok),
+            ColumnType::MYSQL_TYPE_DECIMAL => Decimal(null_ok),
+            ColumnType::MYSQL_TYPE_NEWDECIMAL => Decimal(null_ok),
+            ColumnType::MYSQL_TYPE_STRING => Char(null_ok),
+            ColumnType::MYSQL_TYPE_VAR_STRING => VarChar(null_ok),
+            ColumnType::MYSQL_TYPE_TIMESTAMP => Timestamp(null_ok),
+            ColumnType::MYSQL_TYPE_YEAR => Year(null_ok),
+            ColumnType::MYSQL_TYPE_ENUM => Enum(null_ok),
+            ColumnType::MYSQL_TYPE_TINY_BLOB => TinyBlob(null_ok),
+            ColumnType::MYSQL_TYPE_BLOB => Blob(null_ok),
+            ColumnType::MYSQL_TYPE_MEDIUM_BLOB => MediumBlob(null_ok),
+            ColumnType::MYSQL_TYPE_LONG_BLOB => LongBlob(null_ok),
+            ColumnType::MYSQL_TYPE_JSON => Json(null_ok),
+            ColumnType::MYSQL_TYPE_VARCHAR => VarChar(null_ok),
+            _ => unimplemented!("{}", format!("{:?}", ty)),
+        }
+    }
+}
diff --git a/connectorx/src/sources/oracle/errors.rs b/connectorx/src/sources/oracle/errors.rs
new file mode 100644
index 0000000..b42927c
--- /dev/null
+++ b/connectorx/src/sources/oracle/errors.rs
@@ -0,0 +1,24 @@
+use std::string::FromUtf8Error;
+use thiserror::Error;
+
+#[derive(Error, Debug)]
+pub enum OracleSourceError {
+    #[error(transparent)]
+    ConnectorXError(#[from] crate::errors::ConnectorXError),
+
+    #[error(transparent)]
+    OracleError(#[from] r2d2_oracle::oracle::Error),
+
+    #[error(transparent)]
+    OraclePoolError(#[from] r2d2::Error),
+
+    #[error(transparent)]
+    OracleUrlError(#[from] url::ParseError),
+
+    #[error(transparent)]
+    OracleUrlDecodeError(#[from] FromUtf8Error),
+
+    /// Any other errors that are too trivial to be put here explicitly.
+    #[error(transparent)]
+    Other(#[from] anyhow::Error),
+}
diff --git a/connectorx/src/sources/oracle/mod.rs b/connectorx/src/sources/oracle/mod.rs
new file mode 100644
index 0000000..07d4c33
--- /dev/null
+++ b/connectorx/src/sources/oracle/mod.rs
@@ -0,0 +1,356 @@
+mod errors;
+mod typesystem;
+
+pub use self::errors::OracleSourceError;
+pub use self::typesystem::OracleTypeSystem;
+use crate::constants::{DB_BUFFER_SIZE, ORACLE_ARRAY_SIZE};
+use crate::{
+    data_order::DataOrder,
+    errors::ConnectorXError,
+    sources::{PartitionParser, Produce, Source, SourcePartition},
+    sql::{count_query, limit1_query_oracle, CXQuery},
+    utils::DummyBox,
+};
+use chrono::{DateTime, NaiveDate, NaiveDateTime, Utc};
+use fehler::{throw, throws};
+use log::debug;
+use owning_ref::OwningHandle;
+use r2d2::{Pool, PooledConnection};
+use r2d2_oracle::oracle::ResultSet;
+use r2d2_oracle::{
+    oracle::{Connector, Row, Statement},
+    OracleConnectionManager,
+};
+use sqlparser::dialect::Dialect;
+use url::Url;
+use urlencoding::decode;
+
+type OracleManager = OracleConnectionManager;
+type OracleConn = PooledConnection<OracleManager>;
+
+#[derive(Debug)]
+pub struct OracleDialect {}
+
+// implementation copy from AnsiDialect
+impl Dialect for OracleDialect {
+    fn is_identifier_start(&self, ch: char) -> bool {
+        ch.is_ascii_lowercase() || ch.is_ascii_uppercase()
+    }
+
+    fn is_identifier_part(&self, ch: char) -> bool {
+        ch.is_ascii_lowercase()
+            || ch.is_ascii_uppercase()
+            || ch.is_ascii_digit()
+            || ch == '_'
+    }
+}
+
+pub struct OracleSource {
+    pool: Pool<OracleManager>,
+    origin_query: Option<String>,
+    queries: Vec<CXQuery<String>>,
+    names: Vec<String>,
+    schema: Vec<OracleTypeSystem>,
+}
+
+#[throws(OracleSourceError)]
+pub fn connect_oracle(conn: &Url) -> Connector {
+    let user = decode(conn.username())?.into_owned();
+    let password = decode(conn.password().unwrap_or(""))?.into_owned();
+    let host = decode(conn.host_str().unwrap_or("localhost"))?.into_owned();
+    let port = conn.port().unwrap_or(1521);
+    let path = decode(conn.path())?.into_owned();
+
+    let conn_str = format!("//{}:{}{}", host, port, path);
+    let mut connector = oracle::Connector::new(user.as_str(), password.as_str(), conn_str.as_str());
+    if user.is_empty() && password.is_empty() && host == "localhost" {
+        debug!("No username or password provided, assuming system auth.");
+        connector.external_auth(true);
+    }
+    connector
+}
+
+impl OracleSource {
+    #[throws(OracleSourceError)]
+    pub fn new(conn: &str, nconn: usize) -> Self {
+        let conn = Url::parse(conn)?;
+        let connector = connect_oracle(&conn)?;
+        let manager = OracleConnectionManager::from_connector(connector);
+        let pool = r2d2::Pool::builder()
+            .max_size(nconn as u32)
+            .build(manager)?;
+
+        Self {
+            pool,
+            origin_query: None,
+            queries: vec![],
+            names: vec![],
+            schema: vec![],
+        }
+    }
+}
+
+impl Source for OracleSource
+where
+    OracleSourcePartition:
+        SourcePartition<TypeSystem = OracleTypeSystem, Error = OracleSourceError>,
+{
+    const DATA_ORDERS: &'static [DataOrder] = &[DataOrder::RowMajor];
+    type Partition = OracleSourcePartition;
+    type TypeSystem = OracleTypeSystem;
+    type Error = OracleSourceError;
+
+    #[throws(OracleSourceError)]
+    fn set_data_order(&mut self, data_order: DataOrder) {
+        if !matches!(data_order, DataOrder::RowMajor) {
+            throw!(ConnectorXError::UnsupportedDataOrder(data_order));
+        }
+    }
+
+    fn set_queries<Q: ToString>(&mut self, queries: &[CXQuery<Q>]) {
+        self.queries = queries.iter().map(|q| q.map(Q::to_string)).collect();
+    }
+
+    fn set_origin_query(&mut self, query: Option<String>) {
+        self.origin_query = query;
+    }
+
+    #[throws(OracleSourceError)]
+    fn fetch_metadata(&mut self) {
+        assert!(!self.queries.is_empty());
+
+        let conn = self.pool.get()?;
+        for (i, query) in self.queries.iter().enumerate() {
+            // assuming all the partition queries yield same schema
+            // without rownum = 1, derived type might be wrong
+            // example: select avg(test_int), test_char from test_table group by test_char
+            // -> (NumInt, Char) instead of (NumtFloat, Char)
+            match conn.query(limit1_query_oracle(query)?.as_str(), &[]) {
+                Ok(rows) => {
+                    let (names, types) = rows
+                        .column_info()
+                        .iter()
+                        .map(|col| {
+                            (
+                                col.name().to_string(),
+                                OracleTypeSystem::from(col.oracle_type()),
+                            )
+                        })
+                        .unzip();
+                    self.names = names;
+                    self.schema = types;
+                    return;
+                }
+                Err(e) if i == self.queries.len() - 1 => {
+                    // tried the last query but still get an error
+                    debug!("cannot get metadata for '{}': {}", query, e);
+                    throw!(e);
+                }
+                Err(_) => {}
+            }
+        }
+        // tried all queries but all get empty result set
+        let iter = conn.query(self.queries[0].as_str(), &[])?;
+        let (names, types) = iter
+            .column_info()
+            .iter()
+            .map(|col| (col.name().to_string(), OracleTypeSystem::VarChar(false)))
+            .unzip();
+        self.names = names;
+        self.schema = types;
+    }
+
+    #[throws(OracleSourceError)]
+    fn result_rows(&mut self) -> Option<usize> {
+        match &self.origin_query {
+            Some(q) => {
+                let cxq = CXQuery::Naked(q.clone());
+                let conn = self.pool.get()?;
+
+                let nrows = conn
+                    .query_row_as::<usize>(count_query(&cxq, &OracleDialect {})?.as_str(), &[])?;
+                Some(nrows)
+            }
+            None => None,
+        }
+    }
+
+    fn names(&self) -> Vec<String> {
+        self.names.clone()
+    }
+
+    fn schema(&self) -> Vec<Self::TypeSystem> {
+        self.schema.clone()
+    }
+
+    #[throws(OracleSourceError)]
+    fn partition(self) -> Vec<Self::Partition> {
+        let mut ret = vec![];
+        for query in self.queries {
+            let conn = self.pool.get()?;
+            ret.push(OracleSourcePartition::new(conn, &query, &self.schema));
+        }
+        ret
+    }
+}
+
+pub struct OracleSourcePartition {
+    conn: OracleConn,
+    query: CXQuery<String>,
+    schema: Vec<OracleTypeSystem>,
+    nrows: usize,
+    ncols: usize,
+}
+
+impl OracleSourcePartition {
+    pub fn new(conn: OracleConn, query: &CXQuery<String>, schema: &[OracleTypeSystem]) -> Self {
+        Self {
+            conn,
+            query: query.clone(),
+            schema: schema.to_vec(),
+            nrows: 0,
+            ncols: schema.len(),
+        }
+    }
+}
+
+impl SourcePartition for OracleSourcePartition {
+    type TypeSystem = OracleTypeSystem;
+    type Parser<'a> = OracleTextSourceParser<'a>;
+    type Error = OracleSourceError;
+
+    #[throws(OracleSourceError)]
+    fn result_rows(&mut self) {
+        self.nrows = self
+            .conn
+            .query_row_as::<usize>(count_query(&self.query, &OracleDialect {})?.as_str(), &[])?;
+    }
+
+    #[throws(OracleSourceError)]
+    fn parser(&mut self) -> Self::Parser<'_> {
+        let query = self.query.clone();
+
+        // let iter = self.conn.query(query.as_str(), &[])?;
+        OracleTextSourceParser::new(&self.conn, query.as_str(), &self.schema)?
+    }
+
+    fn nrows(&self) -> usize {
+        self.nrows
+    }
+
+    fn ncols(&self) -> usize {
+        self.ncols
+    }
+}
+
+unsafe impl<'a> Send for OracleTextSourceParser<'a> {}
+
+pub struct OracleTextSourceParser<'a> {
+    rows: OwningHandle<Box<Statement<'a>>, DummyBox<ResultSet<'a, Row>>>,
+    rowbuf: Vec<Row>,
+    ncols: usize,
+    current_col: usize,
+    current_row: usize,
+    is_finished: bool,
+}
+
+impl<'a> OracleTextSourceParser<'a> {
+    #[throws(OracleSourceError)]
+    pub fn new(conn: &'a OracleConn, query: &str, schema: &[OracleTypeSystem]) -> Self {
+        let stmt = conn
+            .statement(query)
+            .prefetch_rows(ORACLE_ARRAY_SIZE)
+            .fetch_array_size(ORACLE_ARRAY_SIZE)
+            .build()?;
+        let rows: OwningHandle<Box<Statement<'a>>, DummyBox<ResultSet<'a, Row>>> =
+            OwningHandle::new_with_fn(Box::new(stmt), |stmt: *const Statement<'a>| unsafe {
+                DummyBox((*(stmt as *mut Statement<'_>)).query(&[]).unwrap())
+            });
+
+        Self {
+            rows,
+            rowbuf: Vec::with_capacity(DB_BUFFER_SIZE),
+            ncols: schema.len(),
+            current_row: 0,
+            current_col: 0,
+            is_finished: false,
+        }
+    }
+
+    #[throws(OracleSourceError)]
+    fn next_loc(&mut self) -> (usize, usize) {
+        let ret = (self.current_row, self.current_col);
+        self.current_row += (self.current_col + 1) / self.ncols;
+        self.current_col = (self.current_col + 1) % self.ncols;
+        ret
+    }
+}
+
+impl<'a> PartitionParser<'a> for OracleTextSourceParser<'a> {
+    type TypeSystem = OracleTypeSystem;
+    type Error = OracleSourceError;
+
+    #[throws(OracleSourceError)]
+    fn fetch_next(&mut self) -> (usize, bool) {
+        assert!(self.current_col == 0);
+        let remaining_rows = self.rowbuf.len() - self.current_row;
+        if remaining_rows > 0 {
+            return (remaining_rows, self.is_finished);
+        } else if self.is_finished {
+            return (0, self.is_finished);
+        }
+
+        if !self.rowbuf.is_empty() {
+            self.rowbuf.drain(..);
+        }
+        for _ in 0..DB_BUFFER_SIZE {
+            if let Some(item) = (*self.rows).next() {
+                self.rowbuf.push(item?);
+            } else {
+                self.is_finished = true;
+                break;
+            }
+        }
+        self.current_row = 0;
+        self.current_col = 0;
+        (self.rowbuf.len(), self.is_finished)
+    }
+}
+
+macro_rules! impl_produce_text {
+    ($($t: ty,)+) => {
+        $(
+            impl<'r, 'a> Produce<'r, $t> for OracleTextSourceParser<'a> {
+                type Error = OracleSourceError;
+
+                #[throws(OracleSourceError)]
+                fn produce(&'r mut self) -> $t {
+                    let (ridx, cidx) = self.next_loc()?;
+                    let res = self.rowbuf[ridx].get(cidx)?;
+                    res
+                }
+            }
+
+            impl<'r, 'a> Produce<'r, Option<$t>> for OracleTextSourceParser<'a> {
+                type Error = OracleSourceError;
+
+                #[throws(OracleSourceError)]
+                fn produce(&'r mut self) -> Option<$t> {
+                    let (ridx, cidx) = self.next_loc()?;
+                    let res = self.rowbuf[ridx].get(cidx)?;
+                    res
+                }
+            }
+        )+
+    };
+}
+
+impl_produce_text!(
+    i64,
+    f64,
+    String,
+    NaiveDate,
+    NaiveDateTime,
+    DateTime<Utc>,
+    Vec<u8>,
+);
diff --git a/connectorx/src/sources/oracle/typesystem.rs b/connectorx/src/sources/oracle/typesystem.rs
new file mode 100644
index 0000000..4c7d15a
--- /dev/null
+++ b/connectorx/src/sources/oracle/typesystem.rs
@@ -0,0 +1,56 @@
+use chrono::{DateTime, NaiveDateTime, Utc};
+use r2d2_oracle::oracle::sql_type::OracleType;
+
+#[derive(Copy, Clone, Debug)]
+pub enum OracleTypeSystem {
+    NumInt(bool),
+    Float(bool),
+    NumFloat(bool),
+    BinaryFloat(bool),
+    BinaryDouble(bool),
+    Blob(bool),
+    Clob(bool),
+    VarChar(bool),
+    Char(bool),
+    NVarChar(bool),
+    NChar(bool),
+    Date(bool),
+    Timestamp(bool),
+    TimestampTz(bool),
+}
+
+impl_typesystem! {
+    system = OracleTypeSystem,
+    mappings = {
+        { NumInt => i64 }
+        { Float | NumFloat | BinaryFloat | BinaryDouble => f64 }
+        { Blob => Vec<u8>}
+        { Clob | VarChar | Char | NVarChar | NChar => String }
+        { Date | Timestamp => NaiveDateTime }
+        { TimestampTz => DateTime<Utc> }
+    }
+}
+
+impl<'a> From<&'a OracleType> for OracleTypeSystem {
+    fn from(ty: &'a OracleType) -> OracleTypeSystem {
+        use OracleTypeSystem::*;
+        match ty {
+            OracleType::Number(0, 0) => NumFloat(true),
+            OracleType::Number(_, 0) => NumInt(true),
+            OracleType::Number(_, _) => NumFloat(true),
+            OracleType::Float(_) => Float(true),
+            OracleType::BinaryFloat => BinaryFloat(true),
+            OracleType::BinaryDouble => BinaryDouble(true),
+            OracleType::BLOB => Blob(true),
+            OracleType::CLOB => Clob(true),
+            OracleType::Char(_) | OracleType::Long => Char(true),
+            OracleType::NChar(_) => NChar(true),
+            OracleType::Varchar2(_) => VarChar(true),
+            OracleType::NVarchar2(_) => NVarChar(true),
+            OracleType::Date => Date(true),
+            OracleType::Timestamp(_) => Timestamp(true),
+            OracleType::TimestampTZ(_) => TimestampTz(true),
+            _ => unimplemented!("{}", format!("Type {:?} not implemented for oracle!", ty)),
+        }
+    }
+}
diff --git a/connectorx/src/sources/postgres/connection.rs b/connectorx/src/sources/postgres/connection.rs
new file mode 100644
index 0000000..035fce1
--- /dev/null
+++ b/connectorx/src/sources/postgres/connection.rs
@@ -0,0 +1,128 @@
+use crate::sources::postgres::errors::PostgresSourceError;
+use openssl::ssl::{SslConnector, SslFiletype, SslMethod, SslVerifyMode};
+use postgres::{config::SslMode, Config};
+use postgres_openssl::MakeTlsConnector;
+use std::collections::HashMap;
+use std::convert::TryFrom;
+use std::path::PathBuf;
+use url::Url;
+
+#[derive(Clone, Debug)]
+pub struct TlsConfig {
+    /// Postgres config, pg_config.sslmode (`sslmode`).
+    pub pg_config: Config,
+    /// Location of the client cert and key (`sslcert`, `sslkey`).
+    pub client_cert: Option<(PathBuf, PathBuf)>,
+    /// Location of the root certificate (`sslrootcert`).
+    pub root_cert: Option<PathBuf>,
+}
+
+impl TryFrom<TlsConfig> for MakeTlsConnector {
+    type Error = PostgresSourceError;
+    // The logic of this function adapted primarily from:
+    // https://github.com/sfackler/rust-postgres/pull/774
+    // We only support server side authentication (`sslrootcert`) for now
+    fn try_from(tls_config: TlsConfig) -> Result<Self, Self::Error> {
+        let mut builder = SslConnector::builder(SslMethod::tls_client())?;
+        let ssl_mode = tls_config.pg_config.get_ssl_mode();
+        let (verify_ca, verify_hostname) = match ssl_mode {
+            SslMode::Disable | SslMode::Prefer => (false, false),
+            SslMode::Require => match tls_config.root_cert {
+                // If a root CA file exists, the behavior of sslmode=require will be the same as
+                // that of verify-ca, meaning the server certificate is validated against the CA.
+                //
+                // For more details, check out the note about backwards compatibility in
+                // https://postgresql.org/docs/current/libpq-ssl.html#LIBQ-SSL-CERTIFICATES.
+                Some(_) => (true, false),
+                None => (false, false),
+            },
+            // These two modes will not work until upstream rust-postgres supports parsing
+            // them as part of the TLS config.
+            //
+            // SslMode::VerifyCa => (true, false),
+            // SslMode::VerifyFull => (true, true),
+            _ => panic!("unexpected sslmode {:?}", ssl_mode),
+        };
+
+        if let Some((cert, key)) = tls_config.client_cert {
+            builder.set_certificate_file(cert, SslFiletype::PEM)?;
+            builder.set_private_key_file(key, SslFiletype::PEM)?;
+        }
+
+        if let Some(root_cert) = tls_config.root_cert {
+            builder.set_ca_file(root_cert)?;
+        }
+
+        if !verify_ca {
+            builder.set_verify(SslVerifyMode::NONE); // do not verify CA
+        }
+
+        let mut tls_connector = MakeTlsConnector::new(builder.build());
+
+        if !verify_hostname {
+            tls_connector.set_callback(|connect, _| {
+                connect.set_verify_hostname(false);
+                Ok(())
+            });
+        }
+
+        Ok(tls_connector)
+    }
+}
+
+// Strip URL params not accepted by upstream rust-postgres
+fn strip_bad_opts(url: &Url) -> Url {
+    let stripped_query: Vec<(_, _)> = url
+        .query_pairs()
+        .filter(|p| match &*p.0 {
+            "sslkey" | "sslcert" | "sslrootcert" => false,
+            _ => true,
+        })
+        .collect();
+
+    let mut url2 = url.clone();
+    url2.set_query(None);
+
+    for pair in stripped_query {
+        url2.query_pairs_mut()
+            .append_pair(&pair.0.to_string()[..], &pair.1.to_string()[..]);
+    }
+
+    url2
+}
+
+pub fn rewrite_tls_args(
+    conn: &Url,
+) -> Result<(Config, Option<MakeTlsConnector>), PostgresSourceError> {
+    // We parse the config, then strip unsupported SSL opts and rewrite the URI
+    // before calling conn.parse().
+    //
+    // For more details on this approach, see the conversation here:
+    // https://github.com/sfackler/rust-postgres/pull/774#discussion_r641784774
+
+    let params: HashMap<String, String> = conn.query_pairs().into_owned().collect();
+
+    let sslcert = params.get("sslcert").map(PathBuf::from);
+    let sslkey = params.get("sslkey").map(PathBuf::from);
+    let root_cert = params.get("sslrootcert").map(PathBuf::from);
+    let client_cert = match (sslcert, sslkey) {
+        (Some(a), Some(b)) => Some((a, b)),
+        _ => None,
+    };
+
+    let stripped_url = strip_bad_opts(conn);
+    let pg_config: Config = stripped_url.as_str().parse().unwrap();
+
+    let tls_config = TlsConfig {
+        pg_config: pg_config.clone(),
+        client_cert,
+        root_cert,
+    };
+
+    let tls_connector = match pg_config.get_ssl_mode() {
+        SslMode::Disable => None,
+        _ => Some(MakeTlsConnector::try_from(tls_config)?),
+    };
+
+    Ok((pg_config, tls_connector))
+}
diff --git a/connectorx/src/sources/postgres/errors.rs b/connectorx/src/sources/postgres/errors.rs
new file mode 100644
index 0000000..7351be7
--- /dev/null
+++ b/connectorx/src/sources/postgres/errors.rs
@@ -0,0 +1,29 @@
+use thiserror::Error;
+
+#[derive(Error, Debug)]
+pub enum PostgresSourceError {
+    #[error(transparent)]
+    ConnectorXError(#[from] crate::errors::ConnectorXError),
+
+    #[error(transparent)]
+    PostgresPoolError(#[from] r2d2::Error),
+
+    #[error(transparent)]
+    PostgresError(#[from] postgres::Error),
+
+    #[error(transparent)]
+    CSVError(#[from] csv::Error),
+
+    #[error(transparent)]
+    HexError(#[from] hex::FromHexError),
+
+    #[error(transparent)]
+    IOError(#[from] std::io::Error),
+
+    #[error(transparent)]
+    TlsError(#[from] openssl::error::ErrorStack),
+
+    /// Any other errors that are too trivial to be put here explicitly.
+    #[error(transparent)]
+    Other(#[from] anyhow::Error),
+}
diff --git a/connectorx/src/sources/postgres/mod.rs b/connectorx/src/sources/postgres/mod.rs
new file mode 100644
index 0000000..bf8892e
--- /dev/null
+++ b/connectorx/src/sources/postgres/mod.rs
@@ -0,0 +1,1672 @@
+//! Source implementation for Postgres database, including the TLS support (client only).
+
+mod connection;
+mod errors;
+mod typesystem;
+
+pub use self::errors::PostgresSourceError;
+pub use connection::rewrite_tls_args;
+pub use typesystem::{PostgresTypePairs, PostgresTypeSystem};
+
+use crate::constants::DB_BUFFER_SIZE;
+use crate::{
+    data_order::DataOrder,
+    errors::ConnectorXError,
+    sources::{PartitionParser, Produce, Source, SourcePartition},
+    sql::{count_query, CXQuery},
+};
+use anyhow::anyhow;
+use chrono::{DateTime, FixedOffset, NaiveDate, NaiveDateTime, NaiveTime, Utc};
+use csv::{ReaderBuilder, StringRecord, StringRecordsIntoIter};
+use fehler::{throw, throws};
+use hex::decode;
+use postgres::{
+    binary_copy::{BinaryCopyOutIter, BinaryCopyOutRow},
+    fallible_iterator::FallibleIterator,
+    tls::{MakeTlsConnect, TlsConnect},
+    Config, CopyOutReader, Row, RowIter, SimpleQueryMessage, Socket,
+};
+use r2d2::{Pool, PooledConnection};
+use r2d2_postgres::PostgresConnectionManager;
+use rust_decimal::Decimal;
+use serde_json::{from_str, Value};
+use sqlparser::dialect::PostgreSqlDialect;
+use std::collections::HashMap;
+use std::convert::TryFrom;
+use std::marker::PhantomData;
+use uuid::Uuid;
+
+/// Protocol - Binary based bulk load
+pub enum BinaryProtocol {}
+
+/// Protocol - CSV based bulk load
+pub enum CSVProtocol {}
+
+/// Protocol - use Cursor
+pub enum CursorProtocol {}
+
+/// Protocol - use Simple Query
+pub enum SimpleProtocol {}
+
+type PgManager<C> = PostgresConnectionManager<C>;
+type PgConn<C> = PooledConnection<PgManager<C>>;
+
+// take a row and unwrap the interior field from column 0
+fn convert_row<'b, R: TryFrom<usize> + postgres::types::FromSql<'b> + Clone>(row: &'b Row) -> R {
+    let nrows: Option<R> = row.get(0);
+    nrows.expect("Could not parse int result from count_query")
+}
+
+#[throws(PostgresSourceError)]
+fn get_total_rows<C>(conn: &mut PgConn<C>, query: &CXQuery<String>) -> usize
+where
+    C: MakeTlsConnect<Socket> + Clone + 'static + Sync + Send,
+    C::TlsConnect: Send,
+    C::Stream: Send,
+    <C::TlsConnect as TlsConnect<Socket>>::Future: Send,
+{
+    let dialect = PostgreSqlDialect {};
+
+    let row = conn.query_one(count_query(query, &dialect)?.as_str(), &[])?;
+    let col_type = PostgresTypeSystem::from(row.columns()[0].type_());
+    match col_type {
+        PostgresTypeSystem::Int2(_) => convert_row::<i16>(&row) as usize,
+        PostgresTypeSystem::Int4(_) => convert_row::<i32>(&row) as usize,
+        PostgresTypeSystem::Int8(_) => convert_row::<i64>(&row) as usize,
+        _ => throw!(anyhow!(
+            "The result of the count query was not an int, aborting."
+        )),
+    }
+}
+
+pub struct PostgresSource<P, C>
+where
+    C: MakeTlsConnect<Socket> + Clone + 'static + Sync + Send,
+    C::TlsConnect: Send,
+    C::Stream: Send,
+    <C::TlsConnect as TlsConnect<Socket>>::Future: Send,
+{
+    pool: Pool<PgManager<C>>,
+    origin_query: Option<String>,
+    queries: Vec<CXQuery<String>>,
+    names: Vec<String>,
+    schema: Vec<PostgresTypeSystem>,
+    pg_schema: Vec<postgres::types::Type>,
+    _protocol: PhantomData<P>,
+}
+
+impl<P, C> PostgresSource<P, C>
+where
+    C: MakeTlsConnect<Socket> + Clone + 'static + Sync + Send,
+    C::TlsConnect: Send,
+    C::Stream: Send,
+    <C::TlsConnect as TlsConnect<Socket>>::Future: Send,
+{
+    #[throws(PostgresSourceError)]
+    pub fn new(config: Config, tls: C, nconn: usize) -> Self {
+        let manager = PostgresConnectionManager::new(config, tls);
+        let pool = Pool::builder().max_size(nconn as u32).build(manager)?;
+
+        Self {
+            pool,
+            origin_query: None,
+            queries: vec![],
+            names: vec![],
+            schema: vec![],
+            pg_schema: vec![],
+            _protocol: PhantomData,
+        }
+    }
+}
+
+impl<P, C> Source for PostgresSource<P, C>
+where
+    PostgresSourcePartition<P, C>:
+        SourcePartition<TypeSystem = PostgresTypeSystem, Error = PostgresSourceError>,
+    P: Send,
+    C: MakeTlsConnect<Socket> + Clone + 'static + Sync + Send,
+    C::TlsConnect: Send,
+    C::Stream: Send,
+    <C::TlsConnect as TlsConnect<Socket>>::Future: Send,
+{
+    const DATA_ORDERS: &'static [DataOrder] = &[DataOrder::RowMajor];
+    type Partition = PostgresSourcePartition<P, C>;
+    type TypeSystem = PostgresTypeSystem;
+    type Error = PostgresSourceError;
+
+    #[throws(PostgresSourceError)]
+    fn set_data_order(&mut self, data_order: DataOrder) {
+        if !matches!(data_order, DataOrder::RowMajor) {
+            throw!(ConnectorXError::UnsupportedDataOrder(data_order));
+        }
+    }
+
+    fn set_queries<Q: ToString>(&mut self, queries: &[CXQuery<Q>]) {
+        self.queries = queries.iter().map(|q| q.map(Q::to_string)).collect();
+    }
+
+    fn set_origin_query(&mut self, query: Option<String>) {
+        self.origin_query = query;
+    }
+
+    #[throws(PostgresSourceError)]
+    fn fetch_metadata(&mut self) {
+        assert!(!self.queries.is_empty());
+
+        let mut conn = self.pool.get()?;
+        let first_query = &self.queries[0];
+
+        let stmt = conn.prepare(first_query.as_str())?;
+
+        let (names, pg_types): (Vec<String>, Vec<postgres::types::Type>) = stmt
+            .columns()
+            .iter()
+            .map(|col| (col.name().to_string(), col.type_().clone()))
+            .unzip();
+
+        self.names = names;
+        self.schema = pg_types
+            .iter()
+            .map(PostgresTypeSystem::from)
+            .collect();
+        self.pg_schema = self
+            .schema
+            .iter()
+            .zip(pg_types.iter())
+            .map(|(t1, t2)| PostgresTypePairs(t2, t1).into())
+            .collect();
+    }
+
+    #[throws(PostgresSourceError)]
+    fn result_rows(&mut self) -> Option<usize> {
+        match &self.origin_query {
+            Some(q) => {
+                let cxq = CXQuery::Naked(q.clone());
+                let mut conn = self.pool.get()?;
+                let nrows = get_total_rows(&mut conn, &cxq)?;
+                Some(nrows)
+            }
+            None => None,
+        }
+    }
+
+    fn names(&self) -> Vec<String> {
+        self.names.clone()
+    }
+
+    fn schema(&self) -> Vec<Self::TypeSystem> {
+        self.schema.clone()
+    }
+
+    #[throws(PostgresSourceError)]
+    fn partition(self) -> Vec<Self::Partition> {
+        let mut ret = vec![];
+        for query in self.queries {
+            let conn = self.pool.get()?;
+
+            ret.push(PostgresSourcePartition::<P, C>::new(
+                conn,
+                &query,
+                &self.schema,
+                &self.pg_schema,
+            ));
+        }
+        ret
+    }
+}
+
+pub struct PostgresSourcePartition<P, C>
+where
+    C: MakeTlsConnect<Socket> + Clone + 'static + Sync + Send,
+    C::TlsConnect: Send,
+    C::Stream: Send,
+    <C::TlsConnect as TlsConnect<Socket>>::Future: Send,
+{
+    conn: PgConn<C>,
+    query: CXQuery<String>,
+    schema: Vec<PostgresTypeSystem>,
+    pg_schema: Vec<postgres::types::Type>,
+    nrows: usize,
+    ncols: usize,
+    _protocol: PhantomData<P>,
+}
+
+impl<P, C> PostgresSourcePartition<P, C>
+where
+    C: MakeTlsConnect<Socket> + Clone + 'static + Sync + Send,
+    C::TlsConnect: Send,
+    C::Stream: Send,
+    <C::TlsConnect as TlsConnect<Socket>>::Future: Send,
+{
+    pub fn new(
+        conn: PgConn<C>,
+        query: &CXQuery<String>,
+        schema: &[PostgresTypeSystem],
+        pg_schema: &[postgres::types::Type],
+    ) -> Self {
+        Self {
+            conn,
+            query: query.clone(),
+            schema: schema.to_vec(),
+            pg_schema: pg_schema.to_vec(),
+            nrows: 0,
+            ncols: schema.len(),
+            _protocol: PhantomData,
+        }
+    }
+}
+
+impl<C> SourcePartition for PostgresSourcePartition<BinaryProtocol, C>
+where
+    C: MakeTlsConnect<Socket> + Clone + 'static + Sync + Send,
+    C::TlsConnect: Send,
+    C::Stream: Send,
+    <C::TlsConnect as TlsConnect<Socket>>::Future: Send,
+{
+    type TypeSystem = PostgresTypeSystem;
+    type Parser<'a> = PostgresBinarySourcePartitionParser<'a>;
+    type Error = PostgresSourceError;
+
+    #[throws(PostgresSourceError)]
+    fn result_rows(&mut self) -> () {
+        self.nrows = get_total_rows(&mut self.conn, &self.query)?;
+    }
+
+    #[throws(PostgresSourceError)]
+    fn parser(&mut self) -> Self::Parser<'_> {
+        let query = format!("COPY ({}) TO STDOUT WITH BINARY", self.query);
+        let reader = self.conn.copy_out(&*query)?; // unless reading the data, it seems like issue the query is fast
+        let iter = BinaryCopyOutIter::new(reader, &self.pg_schema);
+
+        PostgresBinarySourcePartitionParser::new(iter, &self.schema)
+    }
+
+    fn nrows(&self) -> usize {
+        self.nrows
+    }
+
+    fn ncols(&self) -> usize {
+        self.ncols
+    }
+}
+
+impl<C> SourcePartition for PostgresSourcePartition<CSVProtocol, C>
+where
+    C: MakeTlsConnect<Socket> + Clone + 'static + Sync + Send,
+    C::TlsConnect: Send,
+    C::Stream: Send,
+    <C::TlsConnect as TlsConnect<Socket>>::Future: Send,
+{
+    type TypeSystem = PostgresTypeSystem;
+    type Parser<'a> = PostgresCSVSourceParser<'a>;
+    type Error = PostgresSourceError;
+
+    #[throws(PostgresSourceError)]
+    fn result_rows(&mut self) {
+        self.nrows = get_total_rows(&mut self.conn, &self.query)?;
+    }
+
+    #[throws(PostgresSourceError)]
+    fn parser(&mut self) -> Self::Parser<'_> {
+        let query = format!("COPY ({}) TO STDOUT WITH CSV", self.query);
+        let reader = self.conn.copy_out(&*query)?; // unless reading the data, it seems like issue the query is fast
+        let iter = ReaderBuilder::new()
+            .has_headers(false)
+            .from_reader(reader)
+            .into_records();
+
+        PostgresCSVSourceParser::new(iter, &self.schema)
+    }
+
+    fn nrows(&self) -> usize {
+        self.nrows
+    }
+
+    fn ncols(&self) -> usize {
+        self.ncols
+    }
+}
+
+impl<C> SourcePartition for PostgresSourcePartition<CursorProtocol, C>
+where
+    C: MakeTlsConnect<Socket> + Clone + 'static + Sync + Send,
+    C::TlsConnect: Send,
+    C::Stream: Send,
+    <C::TlsConnect as TlsConnect<Socket>>::Future: Send,
+{
+    type TypeSystem = PostgresTypeSystem;
+    type Parser<'a> = PostgresRawSourceParser<'a>;
+    type Error = PostgresSourceError;
+
+    #[throws(PostgresSourceError)]
+    fn result_rows(&mut self) {
+        self.nrows = get_total_rows(&mut self.conn, &self.query)?;
+    }
+
+    #[throws(PostgresSourceError)]
+    fn parser(&mut self) -> Self::Parser<'_> {
+        let iter = self
+            .conn
+            .query_raw::<_, bool, _>(self.query.as_str(), vec![])?; // unless reading the data, it seems like issue the query is fast
+        PostgresRawSourceParser::new(iter, &self.schema)
+    }
+
+    fn nrows(&self) -> usize {
+        self.nrows
+    }
+
+    fn ncols(&self) -> usize {
+        self.ncols
+    }
+}
+pub struct PostgresBinarySourcePartitionParser<'a> {
+    iter: BinaryCopyOutIter<'a>,
+    rowbuf: Vec<BinaryCopyOutRow>,
+    ncols: usize,
+    current_col: usize,
+    current_row: usize,
+    is_finished: bool,
+}
+
+impl<'a> PostgresBinarySourcePartitionParser<'a> {
+    pub fn new(iter: BinaryCopyOutIter<'a>, schema: &[PostgresTypeSystem]) -> Self {
+        Self {
+            iter,
+            rowbuf: Vec::with_capacity(DB_BUFFER_SIZE),
+            ncols: schema.len(),
+            current_row: 0,
+            current_col: 0,
+            is_finished: false,
+        }
+    }
+
+    #[throws(PostgresSourceError)]
+    fn next_loc(&mut self) -> (usize, usize) {
+        let ret = (self.current_row, self.current_col);
+        self.current_row += (self.current_col + 1) / self.ncols;
+        self.current_col = (self.current_col + 1) % self.ncols;
+        ret
+    }
+}
+
+impl<'a> PartitionParser<'a> for PostgresBinarySourcePartitionParser<'a> {
+    type TypeSystem = PostgresTypeSystem;
+    type Error = PostgresSourceError;
+
+    #[throws(PostgresSourceError)]
+    fn fetch_next(&mut self) -> (usize, bool) {
+        assert!(self.current_col == 0);
+        let remaining_rows = self.rowbuf.len() - self.current_row;
+        if remaining_rows > 0 {
+            return (remaining_rows, self.is_finished);
+        } else if self.is_finished {
+            return (0, self.is_finished);
+        }
+
+        // clear the buffer
+        if !self.rowbuf.is_empty() {
+            self.rowbuf.drain(..);
+        }
+        for _ in 0..DB_BUFFER_SIZE {
+            match self.iter.next()? {
+                Some(row) => {
+                    self.rowbuf.push(row);
+                }
+                None => {
+                    self.is_finished = true;
+                    break;
+                }
+            }
+        }
+
+        // reset current cursor positions
+        self.current_row = 0;
+        self.current_col = 0;
+
+        (self.rowbuf.len(), self.is_finished)
+    }
+}
+
+macro_rules! impl_produce {
+    ($($t: ty,)+) => {
+        $(
+            impl<'r, 'a> Produce<'r, $t> for PostgresBinarySourcePartitionParser<'a> {
+                type Error = PostgresSourceError;
+
+                #[throws(PostgresSourceError)]
+                fn produce(&'r mut self) -> $t {
+                    let (ridx, cidx) = self.next_loc()?;
+                    let row = &self.rowbuf[ridx];
+                    let val = row.try_get(cidx)?;
+                    val
+                }
+            }
+
+            impl<'r, 'a> Produce<'r, Option<$t>> for PostgresBinarySourcePartitionParser<'a> {
+                type Error = PostgresSourceError;
+
+                #[throws(PostgresSourceError)]
+                fn produce(&'r mut self) -> Option<$t> {
+                    let (ridx, cidx) = self.next_loc()?;
+                    let row = &self.rowbuf[ridx];
+                    let val = row.try_get(cidx)?;
+                    val
+                }
+            }
+        )+
+    };
+}
+
+impl_produce!(
+    i8,
+    i16,
+    i32,
+    i64,
+    f32,
+    f64,
+    Decimal,
+    Vec<i16>,
+    Vec<i32>,
+    Vec<i64>,
+    Vec<f32>,
+    Vec<f64>,
+    Vec<Decimal>,
+    bool,
+    Vec<bool>,
+    &'r str,
+    Vec<u8>,
+    NaiveTime,
+    NaiveDateTime,
+    DateTime<Utc>,
+    NaiveDate,
+    Uuid,
+    Value,
+    Vec<String>,
+);
+
+impl<'r, 'a> Produce<'r, HashMap<String, Option<String>>>
+    for PostgresBinarySourcePartitionParser<'a>
+{
+    type Error = PostgresSourceError;
+    #[throws(PostgresSourceError)]
+    fn produce(&mut self) -> HashMap<String, Option<String>> {
+        unimplemented!("Please use `cursor` protocol for hstore type");
+    }
+}
+
+impl<'r, 'a> Produce<'r, Option<HashMap<String, Option<String>>>>
+    for PostgresBinarySourcePartitionParser<'a>
+{
+    type Error = PostgresSourceError;
+    #[throws(PostgresSourceError)]
+    fn produce(&mut self) -> Option<HashMap<String, Option<String>>> {
+        unimplemented!("Please use `cursor` protocol for hstore type");
+    }
+}
+
+pub struct PostgresCSVSourceParser<'a> {
+    iter: StringRecordsIntoIter<CopyOutReader<'a>>,
+    rowbuf: Vec<StringRecord>,
+    ncols: usize,
+    current_col: usize,
+    current_row: usize,
+    is_finished: bool,
+}
+
+impl<'a> PostgresCSVSourceParser<'a> {
+    pub fn new(
+        iter: StringRecordsIntoIter<CopyOutReader<'a>>,
+        schema: &[PostgresTypeSystem],
+    ) -> Self {
+        Self {
+            iter,
+            rowbuf: Vec::with_capacity(DB_BUFFER_SIZE),
+            ncols: schema.len(),
+            current_row: 0,
+            current_col: 0,
+            is_finished: false,
+        }
+    }
+
+    #[throws(PostgresSourceError)]
+    fn next_loc(&mut self) -> (usize, usize) {
+        let ret = (self.current_row, self.current_col);
+        self.current_row += (self.current_col + 1) / self.ncols;
+        self.current_col = (self.current_col + 1) % self.ncols;
+        ret
+    }
+}
+
+impl<'a> PartitionParser<'a> for PostgresCSVSourceParser<'a> {
+    type Error = PostgresSourceError;
+    type TypeSystem = PostgresTypeSystem;
+
+    #[throws(PostgresSourceError)]
+    fn fetch_next(&mut self) -> (usize, bool) {
+        assert!(self.current_col == 0);
+        let remaining_rows = self.rowbuf.len() - self.current_row;
+        if remaining_rows > 0 {
+            return (remaining_rows, self.is_finished);
+        } else if self.is_finished {
+            return (0, self.is_finished);
+        }
+
+        if !self.rowbuf.is_empty() {
+            self.rowbuf.drain(..);
+        }
+        for _ in 0..DB_BUFFER_SIZE {
+            if let Some(row) = self.iter.next() {
+                self.rowbuf.push(row?);
+            } else {
+                self.is_finished = true;
+                break;
+            }
+        }
+        self.current_row = 0;
+        self.current_col = 0;
+        (self.rowbuf.len(), self.is_finished)
+    }
+}
+
+macro_rules! impl_csv_produce {
+    ($($t: ty,)+) => {
+        $(
+            impl<'r, 'a> Produce<'r, $t> for PostgresCSVSourceParser<'a> {
+                type Error = PostgresSourceError;
+
+                #[throws(PostgresSourceError)]
+                fn produce(&'r mut self) -> $t {
+                    let (ridx, cidx) = self.next_loc()?;
+                    self.rowbuf[ridx][cidx].parse().map_err(|_| {
+                        ConnectorXError::cannot_produce::<$t>(Some(self.rowbuf[ridx][cidx].into()))
+                    })?
+                }
+            }
+
+            impl<'r, 'a> Produce<'r, Option<$t>> for PostgresCSVSourceParser<'a> {
+                type Error = PostgresSourceError;
+
+                #[throws(PostgresSourceError)]
+                fn produce(&'r mut self) -> Option<$t> {
+                    let (ridx, cidx) = self.next_loc()?;
+                    match &self.rowbuf[ridx][cidx][..] {
+                        "" => None,
+                        v => Some(v.parse().map_err(|_| {
+                            ConnectorXError::cannot_produce::<$t>(Some(self.rowbuf[ridx][cidx].into()))
+                        })?),
+                    }
+                }
+            }
+        )+
+    };
+}
+
+impl_csv_produce!(i8, i16, i32, i64, f32, f64, Decimal, Uuid,);
+
+macro_rules! impl_csv_vec_produce {
+    ($($t: ty,)+) => {
+        $(
+            impl<'r, 'a> Produce<'r, Vec<$t>> for PostgresCSVSourceParser<'a> {
+                type Error = PostgresSourceError;
+
+                #[throws(PostgresSourceError)]
+                fn produce(&mut self) -> Vec<$t> {
+                    let (ridx, cidx) = self.next_loc()?;
+                    let s = &self.rowbuf[ridx][cidx][..];
+                    match s {
+                        "{}" => vec![],
+                        _ if s.len() < 3 => throw!(ConnectorXError::cannot_produce::<$t>(Some(s.into()))),
+                        s => s[1..s.len() - 1]
+                            .split(",")
+                            .map(|v| {
+                                v.parse()
+                                    .map_err(|_| ConnectorXError::cannot_produce::<$t>(Some(s.into())))
+                            })
+                            .collect::<Result<Vec<$t>, ConnectorXError>>()?,
+                    }
+                }
+            }
+
+            impl<'r, 'a> Produce<'r, Option<Vec<$t>>> for PostgresCSVSourceParser<'a> {
+                type Error = PostgresSourceError;
+
+                #[throws(PostgresSourceError)]
+                fn produce(&mut self) -> Option<Vec<$t>> {
+                    let (ridx, cidx) = self.next_loc()?;
+                    let s = &self.rowbuf[ridx][cidx][..];
+                    match s {
+                        "" => None,
+                        "{}" => Some(vec![]),
+                        _ if s.len() < 3 => throw!(ConnectorXError::cannot_produce::<$t>(Some(s.into()))),
+                        s => Some(
+                            s[1..s.len() - 1]
+                                .split(",")
+                                .map(|v| {
+                                    v.parse()
+                                        .map_err(|_| ConnectorXError::cannot_produce::<$t>(Some(s.into())))
+                                })
+                                .collect::<Result<Vec<$t>, ConnectorXError>>()?,
+                        ),
+                    }
+                }
+            }
+        )+
+    };
+}
+
+impl_csv_vec_produce!(i8, i16, i32, i64, f32, f64, Decimal, String,);
+
+impl<'r, 'a> Produce<'r, HashMap<String, Option<String>>> for PostgresCSVSourceParser<'a> {
+    type Error = PostgresSourceError;
+    #[throws(PostgresSourceError)]
+    fn produce(&mut self) -> HashMap<String, Option<String>> {
+        unimplemented!("Please use `cursor` protocol for hstore type");
+    }
+}
+
+impl<'r, 'a> Produce<'r, Option<HashMap<String, Option<String>>>> for PostgresCSVSourceParser<'a> {
+    type Error = PostgresSourceError;
+    #[throws(PostgresSourceError)]
+    fn produce(&mut self) -> Option<HashMap<String, Option<String>>> {
+        unimplemented!("Please use `cursor` protocol for hstore type");
+    }
+}
+
+impl<'r, 'a> Produce<'r, bool> for PostgresCSVSourceParser<'a> {
+    type Error = PostgresSourceError;
+
+    #[throws(PostgresSourceError)]
+    fn produce(&mut self) -> bool {
+        let (ridx, cidx) = self.next_loc()?;
+        let ret = match &self.rowbuf[ridx][cidx][..] {
+            "t" => true,
+            "f" => false,
+            _ => throw!(ConnectorXError::cannot_produce::<bool>(Some(
+                self.rowbuf[ridx][cidx].into()
+            ))),
+        };
+        ret
+    }
+}
+
+impl<'r, 'a> Produce<'r, Option<bool>> for PostgresCSVSourceParser<'a> {
+    type Error = PostgresSourceError;
+
+    #[throws(PostgresSourceError)]
+    fn produce(&mut self) -> Option<bool> {
+        let (ridx, cidx) = self.next_loc()?;
+        let ret = match &self.rowbuf[ridx][cidx][..] {
+            "" => None,
+            "t" => Some(true),
+            "f" => Some(false),
+            _ => throw!(ConnectorXError::cannot_produce::<bool>(Some(
+                self.rowbuf[ridx][cidx].into()
+            ))),
+        };
+        ret
+    }
+}
+
+impl<'r, 'a> Produce<'r, Vec<bool>> for PostgresCSVSourceParser<'a> {
+    type Error = PostgresSourceError;
+
+    #[throws(PostgresSourceError)]
+    fn produce(&mut self) -> Vec<bool> {
+        let (ridx, cidx) = self.next_loc()?;
+        let s = &self.rowbuf[ridx][cidx][..];
+        match s {
+            "{}" => vec![],
+            _ if s.len() < 3 => throw!(ConnectorXError::cannot_produce::<bool>(Some(s.into()))),
+            s => s[1..s.len() - 1]
+                .split(',')
+                .map(|v| match v {
+                    "t" => Ok(true),
+                    "f" => Ok(false),
+                    _ => throw!(ConnectorXError::cannot_produce::<bool>(Some(s.into()))),
+                })
+                .collect::<Result<Vec<bool>, ConnectorXError>>()?,
+        }
+    }
+}
+
+impl<'r, 'a> Produce<'r, Option<Vec<bool>>> for PostgresCSVSourceParser<'a> {
+    type Error = PostgresSourceError;
+
+    #[throws(PostgresSourceError)]
+    fn produce(&mut self) -> Option<Vec<bool>> {
+        let (ridx, cidx) = self.next_loc()?;
+        let s = &self.rowbuf[ridx][cidx][..];
+        match s {
+            "" => None,
+            "{}" => Some(vec![]),
+            _ if s.len() < 3 => throw!(ConnectorXError::cannot_produce::<bool>(Some(s.into()))),
+            s => Some(
+                s[1..s.len() - 1]
+                    .split(',')
+                    .map(|v| match v {
+                        "t" => Ok(true),
+                        "f" => Ok(false),
+                        _ => throw!(ConnectorXError::cannot_produce::<bool>(Some(s.into()))),
+                    })
+                    .collect::<Result<Vec<bool>, ConnectorXError>>()?,
+            ),
+        }
+    }
+}
+
+impl<'r, 'a> Produce<'r, DateTime<Utc>> for PostgresCSVSourceParser<'a> {
+    type Error = PostgresSourceError;
+
+    #[throws(PostgresSourceError)]
+    fn produce(&mut self) -> DateTime<Utc> {
+        let (ridx, cidx) = self.next_loc()?;
+        let s: &str = &self.rowbuf[ridx][cidx][..];
+        // postgres csv return example: 1970-01-01 00:00:01+00
+        format!("{}:00", s).parse().map_err(|_| {
+            ConnectorXError::cannot_produce::<DateTime<Utc>>(Some(self.rowbuf[ridx][cidx].into()))
+        })?
+    }
+}
+
+impl<'r, 'a> Produce<'r, Option<DateTime<Utc>>> for PostgresCSVSourceParser<'a> {
+    type Error = PostgresSourceError;
+
+    #[throws(PostgresSourceError)]
+    fn produce(&mut self) -> Option<DateTime<Utc>> {
+        let (ridx, cidx) = self.next_loc()?;
+        match &self.rowbuf[ridx][cidx][..] {
+            "" => None,
+            v => {
+                // postgres csv return example: 1970-01-01 00:00:01+00
+                Some(format!("{}:00", v).parse().map_err(|_| {
+                    ConnectorXError::cannot_produce::<DateTime<Utc>>(Some(v.into()))
+                })?)
+            }
+        }
+    }
+}
+
+impl<'r, 'a> Produce<'r, NaiveDate> for PostgresCSVSourceParser<'a> {
+    type Error = PostgresSourceError;
+
+    #[throws(PostgresSourceError)]
+    fn produce(&mut self) -> NaiveDate {
+        let (ridx, cidx) = self.next_loc()?;
+        NaiveDate::parse_from_str(&self.rowbuf[ridx][cidx], "%Y-%m-%d").map_err(|_| {
+            ConnectorXError::cannot_produce::<NaiveDate>(Some(self.rowbuf[ridx][cidx].into()))
+        })?
+    }
+}
+
+impl<'r, 'a> Produce<'r, Option<NaiveDate>> for PostgresCSVSourceParser<'a> {
+    type Error = PostgresSourceError;
+
+    #[throws(PostgresSourceError)]
+    fn produce(&mut self) -> Option<NaiveDate> {
+        let (ridx, cidx) = self.next_loc()?;
+        match &self.rowbuf[ridx][cidx][..] {
+            "" => None,
+            v => Some(
+                NaiveDate::parse_from_str(v, "%Y-%m-%d")
+                    .map_err(|_| ConnectorXError::cannot_produce::<NaiveDate>(Some(v.into())))?,
+            ),
+        }
+    }
+}
+
+impl<'r, 'a> Produce<'r, NaiveDateTime> for PostgresCSVSourceParser<'a> {
+    type Error = PostgresSourceError;
+
+    #[throws(PostgresSourceError)]
+    fn produce(&mut self) -> NaiveDateTime {
+        let (ridx, cidx) = self.next_loc()?;
+        NaiveDateTime::parse_from_str(&self.rowbuf[ridx][cidx], "%Y-%m-%d %H:%M:%S").map_err(
+            |_| {
+                ConnectorXError::cannot_produce::<NaiveDateTime>(Some(
+                    self.rowbuf[ridx][cidx].into(),
+                ))
+            },
+        )?
+    }
+}
+
+impl<'r, 'a> Produce<'r, Option<NaiveDateTime>> for PostgresCSVSourceParser<'a> {
+    type Error = PostgresSourceError;
+
+    #[throws(PostgresSourceError)]
+    fn produce(&mut self) -> Option<NaiveDateTime> {
+        let (ridx, cidx) = self.next_loc()?;
+        match &self.rowbuf[ridx][cidx][..] {
+            "" => None,
+            v => Some(
+                NaiveDateTime::parse_from_str(v, "%Y-%m-%d %H:%M:%S").map_err(|_| {
+                    ConnectorXError::cannot_produce::<NaiveDateTime>(Some(v.into()))
+                })?,
+            ),
+        }
+    }
+}
+
+impl<'r, 'a> Produce<'r, NaiveTime> for PostgresCSVSourceParser<'a> {
+    type Error = PostgresSourceError;
+
+    #[throws(PostgresSourceError)]
+    fn produce(&mut self) -> NaiveTime {
+        let (ridx, cidx) = self.next_loc()?;
+        NaiveTime::parse_from_str(&self.rowbuf[ridx][cidx], "%H:%M:%S").map_err(|_| {
+            ConnectorXError::cannot_produce::<NaiveTime>(Some(self.rowbuf[ridx][cidx].into()))
+        })?
+    }
+}
+
+impl<'r, 'a> Produce<'r, Option<NaiveTime>> for PostgresCSVSourceParser<'a> {
+    type Error = PostgresSourceError;
+
+    #[throws(PostgresSourceError)]
+    fn produce(&mut self) -> Option<NaiveTime> {
+        let (ridx, cidx) = self.next_loc()?;
+        match &self.rowbuf[ridx][cidx][..] {
+            "" => None,
+            v => Some(
+                NaiveTime::parse_from_str(v, "%H:%M:%S")
+                    .map_err(|_| ConnectorXError::cannot_produce::<NaiveTime>(Some(v.into())))?,
+            ),
+        }
+    }
+}
+
+impl<'r, 'a> Produce<'r, &'r str> for PostgresCSVSourceParser<'a> {
+    type Error = PostgresSourceError;
+
+    #[throws(PostgresSourceError)]
+    fn produce(&'r mut self) -> &'r str {
+        let (ridx, cidx) = self.next_loc()?;
+        &self.rowbuf[ridx][cidx]
+    }
+}
+
+impl<'r, 'a> Produce<'r, Option<&'r str>> for PostgresCSVSourceParser<'a> {
+    type Error = PostgresSourceError;
+
+    #[throws(PostgresSourceError)]
+    fn produce(&'r mut self) -> Option<&'r str> {
+        let (ridx, cidx) = self.next_loc()?;
+        match &self.rowbuf[ridx][cidx][..] {
+            "" => None,
+            v => Some(v),
+        }
+    }
+}
+
+impl<'r, 'a> Produce<'r, Vec<u8>> for PostgresCSVSourceParser<'a> {
+    type Error = PostgresSourceError;
+
+    #[throws(PostgresSourceError)]
+    fn produce(&'r mut self) -> Vec<u8> {
+        let (ridx, cidx) = self.next_loc()?;
+        decode(&self.rowbuf[ridx][cidx][2..])? // escape \x in the beginning
+    }
+}
+
+impl<'r, 'a> Produce<'r, Option<Vec<u8>>> for PostgresCSVSourceParser<'a> {
+    type Error = PostgresSourceError;
+
+    #[throws(PostgresSourceError)]
+    fn produce(&'r mut self) -> Option<Vec<u8>> {
+        let (ridx, cidx) = self.next_loc()?;
+        match &self.rowbuf[ridx][cidx] {
+            // escape \x in the beginning, empty if None
+            "" => None,
+            v => Some(decode(&v[2..])?),
+        }
+    }
+}
+
+impl<'r, 'a> Produce<'r, Value> for PostgresCSVSourceParser<'a> {
+    type Error = PostgresSourceError;
+
+    #[throws(PostgresSourceError)]
+    fn produce(&'r mut self) -> Value {
+        let (ridx, cidx) = self.next_loc()?;
+        let v = &self.rowbuf[ridx][cidx];
+        from_str(v).map_err(|_| ConnectorXError::cannot_produce::<Value>(Some(v.into())))?
+    }
+}
+
+impl<'r, 'a> Produce<'r, Option<Value>> for PostgresCSVSourceParser<'a> {
+    type Error = PostgresSourceError;
+
+    #[throws(PostgresSourceError)]
+    fn produce(&'r mut self) -> Option<Value> {
+        let (ridx, cidx) = self.next_loc()?;
+
+        match &self.rowbuf[ridx][cidx][..] {
+            "" => None,
+            v => {
+                from_str(v).map_err(|_| ConnectorXError::cannot_produce::<Value>(Some(v.into())))?
+            }
+        }
+    }
+}
+
+pub struct PostgresRawSourceParser<'a> {
+    iter: RowIter<'a>,
+    rowbuf: Vec<Row>,
+    ncols: usize,
+    current_col: usize,
+    current_row: usize,
+    is_finished: bool,
+}
+
+impl<'a> PostgresRawSourceParser<'a> {
+    pub fn new(iter: RowIter<'a>, schema: &[PostgresTypeSystem]) -> Self {
+        Self {
+            iter,
+            rowbuf: Vec::with_capacity(DB_BUFFER_SIZE),
+            ncols: schema.len(),
+            current_row: 0,
+            current_col: 0,
+            is_finished: false,
+        }
+    }
+
+    #[throws(PostgresSourceError)]
+    fn next_loc(&mut self) -> (usize, usize) {
+        let ret = (self.current_row, self.current_col);
+        self.current_row += (self.current_col + 1) / self.ncols;
+        self.current_col = (self.current_col + 1) % self.ncols;
+        ret
+    }
+}
+
+impl<'a> PartitionParser<'a> for PostgresRawSourceParser<'a> {
+    type TypeSystem = PostgresTypeSystem;
+    type Error = PostgresSourceError;
+
+    #[throws(PostgresSourceError)]
+    fn fetch_next(&mut self) -> (usize, bool) {
+        assert!(self.current_col == 0);
+        let remaining_rows = self.rowbuf.len() - self.current_row;
+        if remaining_rows > 0 {
+            return (remaining_rows, self.is_finished);
+        } else if self.is_finished {
+            return (0, self.is_finished);
+        }
+
+        if !self.rowbuf.is_empty() {
+            self.rowbuf.drain(..);
+        }
+        for _ in 0..DB_BUFFER_SIZE {
+            if let Some(row) = self.iter.next()? {
+                self.rowbuf.push(row);
+            } else {
+                self.is_finished = true;
+                break;
+            }
+        }
+        self.current_row = 0;
+        self.current_col = 0;
+        (self.rowbuf.len(), self.is_finished)
+    }
+}
+
+macro_rules! impl_produce {
+    ($($t: ty,)+) => {
+        $(
+            impl<'r, 'a> Produce<'r, $t> for PostgresRawSourceParser<'a> {
+                type Error = PostgresSourceError;
+
+                #[throws(PostgresSourceError)]
+                fn produce(&'r mut self) -> $t {
+                    let (ridx, cidx) = self.next_loc()?;
+                    let row = &self.rowbuf[ridx];
+                    let val = row.try_get(cidx)?;
+                    val
+                }
+            }
+
+            impl<'r, 'a> Produce<'r, Option<$t>> for PostgresRawSourceParser<'a> {
+                type Error = PostgresSourceError;
+
+                #[throws(PostgresSourceError)]
+                fn produce(&'r mut self) -> Option<$t> {
+                    let (ridx, cidx) = self.next_loc()?;
+                    let row = &self.rowbuf[ridx];
+                    let val = row.try_get(cidx)?;
+                    val
+                }
+            }
+        )+
+    };
+}
+
+impl_produce!(
+    i8,
+    i16,
+    i32,
+    i64,
+    f32,
+    f64,
+    Decimal,
+    Vec<i16>,
+    Vec<i32>,
+    Vec<i64>,
+    Vec<f32>,
+    Vec<f64>,
+    Vec<Decimal>,
+    bool,
+    Vec<bool>,
+    &'r str,
+    Vec<u8>,
+    NaiveTime,
+    NaiveDateTime,
+    DateTime<Utc>,
+    NaiveDate,
+    Uuid,
+    Value,
+    HashMap<String, Option<String>>,
+    Vec<String>,
+);
+
+impl<C> SourcePartition for PostgresSourcePartition<SimpleProtocol, C>
+where
+    C: MakeTlsConnect<Socket> + Clone + 'static + Sync + Send,
+    C::TlsConnect: Send,
+    C::Stream: Send,
+    <C::TlsConnect as TlsConnect<Socket>>::Future: Send,
+{
+    type TypeSystem = PostgresTypeSystem;
+    type Parser<'a> = PostgresSimpleSourceParser;
+    type Error = PostgresSourceError;
+
+    #[throws(PostgresSourceError)]
+    fn result_rows(&mut self) {
+        self.nrows = get_total_rows(&mut self.conn, &self.query)?;
+    }
+
+    #[throws(PostgresSourceError)]
+    fn parser(&mut self) -> Self::Parser<'_> {
+        let rows = self.conn.simple_query(self.query.as_str())?; // unless reading the data, it seems like issue the query is fast
+        PostgresSimpleSourceParser::new(rows, &self.schema)
+    }
+
+    fn nrows(&self) -> usize {
+        self.nrows
+    }
+
+    fn ncols(&self) -> usize {
+        self.ncols
+    }
+}
+
+pub struct PostgresSimpleSourceParser {
+    rows: Vec<SimpleQueryMessage>,
+    ncols: usize,
+    current_col: usize,
+    current_row: usize,
+}
+impl<'a> PostgresSimpleSourceParser {
+    pub fn new(rows: Vec<SimpleQueryMessage>, schema: &[PostgresTypeSystem]) -> Self {
+        Self {
+            rows,
+            ncols: schema.len(),
+            current_row: 0,
+            current_col: 0,
+        }
+    }
+
+    #[throws(PostgresSourceError)]
+    fn next_loc(&mut self) -> (usize, usize) {
+        let ret = (self.current_row, self.current_col);
+        self.current_row += (self.current_col + 1) / self.ncols;
+        self.current_col = (self.current_col + 1) % self.ncols;
+        ret
+    }
+}
+
+impl<'a> PartitionParser<'a> for PostgresSimpleSourceParser {
+    type TypeSystem = PostgresTypeSystem;
+    type Error = PostgresSourceError;
+
+    #[throws(PostgresSourceError)]
+    fn fetch_next(&mut self) -> (usize, bool) {
+        self.current_row = 0;
+        self.current_col = 0;
+        (self.rows.len() - 1, true) // last message is command complete
+    }
+}
+
+macro_rules! impl_simple_produce_unimplemented {
+    ($($t: ty,)+) => {
+        $(
+            impl<'r, 'a> Produce<'r, $t> for PostgresSimpleSourceParser {
+                type Error = PostgresSourceError;
+
+                #[throws(PostgresSourceError)]
+                fn produce(&'r mut self) -> $t {
+                   unimplemented!("not implemented!");
+                }
+            }
+
+            impl<'r, 'a> Produce<'r, Option<$t>> for PostgresSimpleSourceParser {
+                type Error = PostgresSourceError;
+
+                #[throws(PostgresSourceError)]
+                fn produce(&'r mut self) -> Option<$t> {
+                   unimplemented!("not implemented!");
+                }
+            }
+        )+
+    };
+}
+
+macro_rules! impl_simple_produce {
+    ($($t: ty,)+) => {
+        $(
+            impl<'r> Produce<'r, $t> for PostgresSimpleSourceParser {
+                type Error = PostgresSourceError;
+
+                #[throws(PostgresSourceError)]
+                fn produce(&'r mut self) -> $t {
+                    let (ridx, cidx) = self.next_loc()?;
+                    let val = match &self.rows[ridx] {
+                        SimpleQueryMessage::Row(row) => match row.try_get(cidx)? {
+                            Some(s) => s
+                                .parse()
+                                .map_err(|_| ConnectorXError::cannot_produce::<$t>(Some(s.into())))?,
+                            None => throw!(anyhow!(
+                                "Cannot parse NULL in NOT NULL column."
+                            )),
+                        },
+                        SimpleQueryMessage::CommandComplete(c) => {
+                            panic!("get command: {}", c);
+                        }
+                        _ => {
+                            panic!("what?");
+                        }
+                    };
+                    val
+                }
+            }
+
+            impl<'r, 'a> Produce<'r, Option<$t>> for PostgresSimpleSourceParser {
+                type Error = PostgresSourceError;
+
+                #[throws(PostgresSourceError)]
+                fn produce(&'r mut self) -> Option<$t> {
+                    let (ridx, cidx) = self.next_loc()?;
+                    let val = match &self.rows[ridx] {
+                        SimpleQueryMessage::Row(row) => match row.try_get(cidx)? {
+                            Some(s) => Some(
+                                s.parse()
+                                    .map_err(|_| ConnectorXError::cannot_produce::<$t>(Some(s.into())))?,
+                            ),
+                            None => None,
+                        },
+                        SimpleQueryMessage::CommandComplete(c) => {
+                            panic!("get command: {}", c);
+                        }
+                        _ => {
+                            panic!("what?");
+                        }
+                    };
+                    val
+                }
+            }
+        )+
+    };
+}
+
+impl_simple_produce!(i8, i16, i32, i64, f32, f64, Decimal, Uuid, bool,);
+impl_simple_produce_unimplemented!(
+    Value,
+    HashMap<String, Option<String>>,);
+
+impl<'r> Produce<'r, &'r str> for PostgresSimpleSourceParser {
+    type Error = PostgresSourceError;
+
+    #[throws(PostgresSourceError)]
+    fn produce(&'r mut self) -> &'r str {
+        let (ridx, cidx) = self.next_loc()?;
+        let val = match &self.rows[ridx] {
+            SimpleQueryMessage::Row(row) => match row.try_get(cidx)? {
+                Some(s) => s,
+                None => throw!(anyhow!("Cannot parse NULL in non-NULL column.")),
+            },
+            SimpleQueryMessage::CommandComplete(c) => {
+                panic!("get command: {}", c);
+            }
+            _ => {
+                panic!("what?");
+            }
+        };
+        val
+    }
+}
+
+impl<'r, 'a> Produce<'r, Option<&'r str>> for PostgresSimpleSourceParser {
+    type Error = PostgresSourceError;
+
+    #[throws(PostgresSourceError)]
+    fn produce(&'r mut self) -> Option<&'r str> {
+        let (ridx, cidx) = self.next_loc()?;
+        let val = match &self.rows[ridx] {
+            SimpleQueryMessage::Row(row) => row.try_get(cidx)?,
+            SimpleQueryMessage::CommandComplete(c) => {
+                panic!("get command: {}", c);
+            }
+            _ => {
+                panic!("what?");
+            }
+        };
+        val
+    }
+}
+
+impl<'r> Produce<'r, Vec<u8>> for PostgresSimpleSourceParser {
+    type Error = PostgresSourceError;
+
+    #[throws(PostgresSourceError)]
+    fn produce(&'r mut self) -> Vec<u8> {
+        let (ridx, cidx) = self.next_loc()?;
+        let val = match &self.rows[ridx] {
+            SimpleQueryMessage::Row(row) => match row.try_get(cidx)? {
+                Some(s) => {
+                    let mut res = s.chars();
+                    res.next();
+                    res.next();
+                    decode(
+                        res.enumerate()
+                            .fold(String::new(), |acc, (_i, c)| format!("{}{}", acc, c))
+                            .chars()
+                            .map(|c| c as u8)
+                            .collect::<Vec<u8>>(),
+                    )?
+                }
+                None => throw!(anyhow!("Cannot parse NULL in non-NULL column.")),
+            },
+            SimpleQueryMessage::CommandComplete(c) => {
+                panic!("get command: {}", c);
+            }
+            _ => {
+                panic!("what?");
+            }
+        };
+        val
+    }
+}
+
+impl<'r, 'a> Produce<'r, Option<Vec<u8>>> for PostgresSimpleSourceParser {
+    type Error = PostgresSourceError;
+
+    #[throws(PostgresSourceError)]
+    fn produce(&'r mut self) -> Option<Vec<u8>> {
+        let (ridx, cidx) = self.next_loc()?;
+        let val = match &self.rows[ridx] {
+            SimpleQueryMessage::Row(row) => match row.try_get(cidx)? {
+                Some(s) => {
+                    let mut res = s.chars();
+                    res.next();
+                    res.next();
+                    Some(decode(
+                        res.enumerate()
+                            .fold(String::new(), |acc, (_i, c)| format!("{}{}", acc, c))
+                            .chars()
+                            .map(|c| c as u8)
+                            .collect::<Vec<u8>>(),
+                    )?)
+                }
+                None => None,
+            },
+            SimpleQueryMessage::CommandComplete(c) => {
+                panic!("get command: {}", c);
+            }
+            _ => {
+                panic!("what?");
+            }
+        };
+        val
+    }
+}
+
+fn rem_first_and_last(value: &str) -> &str {
+    let mut chars = value.chars();
+    chars.next();
+    chars.next_back();
+    chars.as_str()
+}
+
+macro_rules! impl_simple_vec_produce {
+    ($($t: ty,)+) => {
+        $(
+            impl<'r> Produce<'r, Vec<$t>> for PostgresSimpleSourceParser {
+                type Error = PostgresSourceError;
+
+                #[throws(PostgresSourceError)]
+                fn produce(&'r mut self) -> Vec<$t> {
+                    let (ridx, cidx) = self.next_loc()?;
+                    let val = match &self.rows[ridx] {
+                        SimpleQueryMessage::Row(row) => match row.try_get(cidx)? {
+                            Some(s) => match s{
+                                "" => throw!(anyhow!("Cannot parse NULL in non-NULL column.")),
+                                "{}" => vec![],
+                                _ => rem_first_and_last(s).split(",").map(|token| token.parse().map_err(|_| ConnectorXError::cannot_produce::<Vec<$t>>(Some(s.into())))).collect::<Result<Vec<$t>, ConnectorXError>>()?
+                            },
+                            None => throw!(anyhow!("Cannot parse NULL in non-NULL column.")),
+                        },
+                        SimpleQueryMessage::CommandComplete(c) => {
+                            panic!("get command: {}", c);
+                        }
+                        _ => {
+                            panic!("what?");
+                        }
+                    };
+                    val
+                }
+            }
+
+            impl<'r, 'a> Produce<'r, Option<Vec<$t>>> for PostgresSimpleSourceParser {
+                type Error = PostgresSourceError;
+
+                #[throws(PostgresSourceError)]
+                fn produce(&'r mut self) -> Option<Vec<$t>> {
+                    let (ridx, cidx) = self.next_loc()?;
+                    let val = match &self.rows[ridx] {
+
+                        SimpleQueryMessage::Row(row) => match row.try_get(cidx)? {
+                            Some(s) => match s{
+                                "" => None,
+                                "{}" => Some(vec![]),
+                                _ => Some(rem_first_and_last(s).split(",").map(|token| token.parse().map_err(|_| ConnectorXError::cannot_produce::<Vec<$t>>(Some(s.into())))).collect::<Result<Vec<$t>, ConnectorXError>>()?)
+                            },
+                            None => None,
+                        },
+
+                        SimpleQueryMessage::CommandComplete(c) => {
+                            panic!("get command: {}", c);
+                        }
+                        _ => {
+                            panic!("what?");
+                        }
+                    };
+                    val
+                }
+            }
+        )+
+    };
+}
+impl_simple_vec_produce!(i16, i32, i64, f32, f64, Decimal, String,);
+
+impl<'r> Produce<'r, Vec<bool>> for PostgresSimpleSourceParser {
+    type Error = PostgresSourceError;
+
+    #[throws(PostgresSourceError)]
+    fn produce(&'r mut self) -> Vec<bool> {
+        let (ridx, cidx) = self.next_loc()?;
+        let val = match &self.rows[ridx] {
+            SimpleQueryMessage::Row(row) => match row.try_get(cidx)? {
+                Some(s) => match s {
+                    "" => throw!(anyhow!("Cannot parse NULL in non-NULL column.")),
+                    "{}" => vec![],
+                    _ => rem_first_and_last(s)
+                        .split(',')
+                        .map(|token| match token {
+                            "t" => Ok(true),
+                            "f" => Ok(false),
+                            _ => {
+                                throw!(ConnectorXError::cannot_produce::<Vec<bool>>(Some(s.into())))
+                            }
+                        })
+                        .collect::<Result<Vec<bool>, ConnectorXError>>()?,
+                },
+                None => throw!(anyhow!("Cannot parse NULL in non-NULL column.")),
+            },
+            SimpleQueryMessage::CommandComplete(c) => {
+                panic!("get command: {}", c);
+            }
+            _ => {
+                panic!("what?");
+            }
+        };
+        val
+    }
+}
+
+impl<'r> Produce<'r, Option<Vec<bool>>> for PostgresSimpleSourceParser {
+    type Error = PostgresSourceError;
+
+    #[throws(PostgresSourceError)]
+    fn produce(&'r mut self) -> Option<Vec<bool>> {
+        let (ridx, cidx) = self.next_loc()?;
+        let val = match &self.rows[ridx] {
+            SimpleQueryMessage::Row(row) => match row.try_get(cidx)? {
+                Some(s) => match s {
+                    "" => None,
+                    "{}" => Some(vec![]),
+                    _ => Some(
+                        rem_first_and_last(s)
+                            .split(',')
+                            .map(|token| match token {
+                                "t" => Ok(true),
+                                "f" => Ok(false),
+                                _ => throw!(ConnectorXError::cannot_produce::<Vec<bool>>(Some(
+                                    s.into()
+                                ))),
+                            })
+                            .collect::<Result<Vec<bool>, ConnectorXError>>()?,
+                    ),
+                },
+                None => None,
+            },
+            SimpleQueryMessage::CommandComplete(c) => {
+                panic!("get command: {}", c);
+            }
+            _ => {
+                panic!("what?");
+            }
+        };
+        val
+    }
+}
+
+impl<'r> Produce<'r, NaiveDate> for PostgresSimpleSourceParser {
+    type Error = PostgresSourceError;
+
+    #[throws(PostgresSourceError)]
+    fn produce(&'r mut self) -> NaiveDate {
+        let (ridx, cidx) = self.next_loc()?;
+        let val = match &self.rows[ridx] {
+            SimpleQueryMessage::Row(row) => match row.try_get(cidx)? {
+                Some(s) => NaiveDate::parse_from_str(s, "%Y-%m-%d")
+                    .map_err(|_| ConnectorXError::cannot_produce::<NaiveDate>(Some(s.into())))?,
+                None => throw!(anyhow!("Cannot parse NULL in non-NULL column.")),
+            },
+            SimpleQueryMessage::CommandComplete(c) => {
+                panic!("get command: {}", c);
+            }
+            _ => {
+                panic!("what?");
+            }
+        };
+        val
+    }
+}
+
+impl<'r> Produce<'r, Option<NaiveDate>> for PostgresSimpleSourceParser {
+    type Error = PostgresSourceError;
+
+    #[throws(PostgresSourceError)]
+    fn produce(&'r mut self) -> Option<NaiveDate> {
+        let (ridx, cidx) = self.next_loc()?;
+        let val = match &self.rows[ridx] {
+            SimpleQueryMessage::Row(row) => match row.try_get(cidx)? {
+                Some(s) => Some(NaiveDate::parse_from_str(s, "%Y-%m-%d").map_err(|_| {
+                    ConnectorXError::cannot_produce::<Option<NaiveDate>>(Some(s.into()))
+                })?),
+                None => None,
+            },
+            SimpleQueryMessage::CommandComplete(c) => {
+                panic!("get command: {}", c);
+            }
+            _ => {
+                panic!("what?");
+            }
+        };
+        val
+    }
+}
+
+impl<'r> Produce<'r, NaiveTime> for PostgresSimpleSourceParser {
+    type Error = PostgresSourceError;
+
+    #[throws(PostgresSourceError)]
+    fn produce(&'r mut self) -> NaiveTime {
+        let (ridx, cidx) = self.next_loc()?;
+        let val = match &self.rows[ridx] {
+            SimpleQueryMessage::Row(row) => match row.try_get(cidx)? {
+                Some(s) => NaiveTime::parse_from_str(s, "%H:%M:%S")
+                    .map_err(|_| ConnectorXError::cannot_produce::<NaiveTime>(Some(s.into())))?,
+                None => throw!(anyhow!("Cannot parse NULL in non-NULL column.")),
+            },
+            SimpleQueryMessage::CommandComplete(c) => {
+                panic!("get command: {}", c);
+            }
+            _ => {
+                panic!("what?");
+            }
+        };
+        val
+    }
+}
+
+impl<'r> Produce<'r, Option<NaiveTime>> for PostgresSimpleSourceParser {
+    type Error = PostgresSourceError;
+
+    #[throws(PostgresSourceError)]
+    fn produce(&'r mut self) -> Option<NaiveTime> {
+        let (ridx, cidx) = self.next_loc()?;
+        let val = match &self.rows[ridx] {
+            SimpleQueryMessage::Row(row) => match row.try_get(cidx)? {
+                Some(s) => Some(NaiveTime::parse_from_str(s, "%H:%M:%S").map_err(|_| {
+                    ConnectorXError::cannot_produce::<Option<NaiveTime>>(Some(s.into()))
+                })?),
+                None => None,
+            },
+            SimpleQueryMessage::CommandComplete(c) => {
+                panic!("get command: {}", c);
+            }
+            _ => {
+                panic!("what?");
+            }
+        };
+        val
+    }
+}
+
+impl<'r> Produce<'r, NaiveDateTime> for PostgresSimpleSourceParser {
+    type Error = PostgresSourceError;
+
+    #[throws(PostgresSourceError)]
+    fn produce(&'r mut self) -> NaiveDateTime {
+        let (ridx, cidx) = self.next_loc()?;
+        let val = match &self.rows[ridx] {
+            SimpleQueryMessage::Row(row) => match row.try_get(cidx)? {
+                Some(s) => NaiveDateTime::parse_from_str(s, "%Y-%m-%d %H:%M:%S").map_err(|_| {
+                    ConnectorXError::cannot_produce::<NaiveDateTime>(Some(s.into()))
+                })?,
+                None => throw!(anyhow!("Cannot parse NULL in non-NULL column.")),
+            },
+            SimpleQueryMessage::CommandComplete(c) => {
+                panic!("get command: {}", c);
+            }
+            _ => {
+                panic!("what?");
+            }
+        };
+        val
+    }
+}
+
+impl<'r> Produce<'r, Option<NaiveDateTime>> for PostgresSimpleSourceParser {
+    type Error = PostgresSourceError;
+
+    #[throws(PostgresSourceError)]
+    fn produce(&'r mut self) -> Option<NaiveDateTime> {
+        let (ridx, cidx) = self.next_loc()?;
+        let val = match &self.rows[ridx] {
+            SimpleQueryMessage::Row(row) => match row.try_get(cidx)? {
+                Some(s) => Some(
+                    NaiveDateTime::parse_from_str(s, "%Y-%m-%d %H:%M:%S").map_err(|_| {
+                        ConnectorXError::cannot_produce::<Option<NaiveDateTime>>(Some(s.into()))
+                    })?,
+                ),
+                None => None,
+            },
+            SimpleQueryMessage::CommandComplete(c) => {
+                panic!("get command: {}", c);
+            }
+            _ => {
+                panic!("what?");
+            }
+        };
+        val
+    }
+}
+
+impl<'r> Produce<'r, DateTime<Utc>> for PostgresSimpleSourceParser {
+    type Error = PostgresSourceError;
+
+    #[throws(PostgresSourceError)]
+    fn produce(&'r mut self) -> DateTime<Utc> {
+        let (ridx, cidx) = self.next_loc()?;
+        let val = match &self.rows[ridx] {
+            SimpleQueryMessage::Row(row) => match row.try_get(cidx)? {
+                Some(s) => {
+                    let time_string = format!("{}:00", s).to_owned();
+                    let slice: &str = &time_string[..];
+                    let time: DateTime<FixedOffset> =
+                        DateTime::parse_from_str(slice, "%Y-%m-%d %H:%M:%S%:z").unwrap();
+
+                    time.with_timezone(&Utc)
+                }
+                None => throw!(anyhow!("Cannot parse NULL in non-NULL column.")),
+            },
+            SimpleQueryMessage::CommandComplete(c) => {
+                panic!("get command: {}", c);
+            }
+            _ => {
+                panic!("what?");
+            }
+        };
+        val
+    }
+}
+
+impl<'r> Produce<'r, Option<DateTime<Utc>>> for PostgresSimpleSourceParser {
+    type Error = PostgresSourceError;
+
+    #[throws(PostgresSourceError)]
+    fn produce(&'r mut self) -> Option<DateTime<Utc>> {
+        let (ridx, cidx) = self.next_loc()?;
+        let val = match &self.rows[ridx] {
+            SimpleQueryMessage::Row(row) => match row.try_get(cidx)? {
+                Some(s) => {
+                    let time_string = format!("{}:00", s).to_owned();
+                    let slice: &str = &time_string[..];
+                    let time: DateTime<FixedOffset> =
+                        DateTime::parse_from_str(slice, "%Y-%m-%d %H:%M:%S%:z").unwrap();
+
+                    Some(time.with_timezone(&Utc))
+                }
+                None => None,
+            },
+            SimpleQueryMessage::CommandComplete(c) => {
+                panic!("get command: {}", c);
+            }
+            _ => {
+                panic!("what?");
+            }
+        };
+        val
+    }
+}
diff --git a/connectorx/src/sources/postgres/typesystem.rs b/connectorx/src/sources/postgres/typesystem.rs
new file mode 100644
index 0000000..5119c8d
--- /dev/null
+++ b/connectorx/src/sources/postgres/typesystem.rs
@@ -0,0 +1,126 @@
+use chrono::{DateTime, NaiveDate, NaiveDateTime, NaiveTime, Utc};
+use postgres::types::Type;
+use rust_decimal::Decimal;
+use serde_json::Value;
+use std::collections::HashMap;
+use uuid::Uuid;
+
+#[derive(Copy, Clone, Debug)]
+pub enum PostgresTypeSystem {
+    Bool(bool),
+    Float4(bool),
+    Float8(bool),
+    Numeric(bool),
+    Int2(bool),
+    Int4(bool),
+    Int8(bool),
+    Float4Array(bool),
+    Float8Array(bool),
+    NumericArray(bool),
+    BoolArray(bool),
+    Int2Array(bool),
+    Int4Array(bool),
+    Int8Array(bool),
+    VarcharArray(bool),
+    TextArray(bool),
+    Date(bool),
+    Char(bool),
+    BpChar(bool),
+    VarChar(bool),
+    Text(bool),
+    ByteA(bool),
+    Time(bool),
+    Timestamp(bool),
+    TimestampTz(bool),
+    UUID(bool),
+    JSON(bool),
+    JSONB(bool),
+    Enum(bool),
+    HSTORE(bool),
+    Name(bool),
+}
+
+impl_typesystem! {
+    system = PostgresTypeSystem,
+    mappings = {
+        { Int2 => i16 }
+        { Int4 => i32 }
+        { Int8 => i64 }
+        { Float4 => f32 }
+        { Float8 => f64 }
+        { Numeric => Decimal }
+        { BoolArray => Vec<bool> }
+        { Int2Array => Vec<i16> }
+        { Int4Array => Vec<i32> }
+        { Int8Array => Vec<i64> }
+        { Float4Array => Vec<f32> }
+        { Float8Array => Vec<f64> }
+        { NumericArray => Vec<Decimal> }
+        { VarcharArray | TextArray => Vec<String>}
+        { Bool => bool }
+        { Char => i8 }
+        { Text | BpChar | VarChar | Enum | Name => &'r str }        { ByteA => Vec<u8> }
+        { Time => NaiveTime }
+        { Timestamp => NaiveDateTime }
+        { TimestampTz => DateTime<Utc> }
+        { Date => NaiveDate }
+        { UUID => Uuid }
+        { JSON | JSONB => Value }
+        { HSTORE => HashMap<String, Option<String>> }
+    }
+}
+
+impl<'a> From<&'a Type> for PostgresTypeSystem {
+    fn from(ty: &'a Type) -> PostgresTypeSystem {
+        use PostgresTypeSystem::*;
+        match ty.name() {
+            "int2" => Int2(true),
+            "int4" => Int4(true),
+            "int8" => Int8(true),
+            "float4" => Float4(true),
+            "float8" => Float8(true),
+            "numeric" => Numeric(true),
+            "_bool" => BoolArray(true),
+            "_int2" => Int2Array(true),
+            "_int4" => Int4Array(true),
+            "_int8" => Int8Array(true),
+            "_float4" => Float4Array(true),
+            "_float8" => Float8Array(true),
+            "_numeric" => NumericArray(true),
+            "_varchar" => VarcharArray(true),
+            "_text" => TextArray(true),
+            "bool" => Bool(true),
+            "char" => Char(true),
+            "text" | "citext" | "ltree" | "lquery" | "ltxtquery" | "name" => Text(true),
+            "bpchar" => BpChar(true),
+            "varchar" => VarChar(true),
+            "bytea" => ByteA(true),
+            "time" => Time(true),
+            "timestamp" => Timestamp(true),
+            "timestamptz" => TimestampTz(true),
+            "date" => Date(true),
+            "uuid" => UUID(true),
+            "json" => JSON(true),
+            "jsonb" => JSONB(true),
+            "hstore" => HSTORE(true),
+            _ => match ty.kind() {
+                postgres::types::Kind::Enum(_) => Enum(true),
+                _ => unimplemented!("{}", ty.name()),
+            },
+        }
+    }
+}
+
+pub struct PostgresTypePairs<'a>(pub &'a Type, pub &'a PostgresTypeSystem);
+
+// Link (postgres::Type, connectorx::PostgresTypes) back to the one defiend by the postgres crate.
+impl<'a> From<PostgresTypePairs<'a>> for Type {
+    fn from(ty: PostgresTypePairs) -> Type {
+        use PostgresTypeSystem::*;
+        match ty.1 {
+            Enum(_) => Type::TEXT,
+            HSTORE(_) => Type::TEXT, // hstore is not supported in binary protocol (since no corresponding inner TYPE)
+            _ => ty.0.clone(),
+        }
+    }
+}
diff --git a/connectorx/src/sources/sqlite/errors.rs b/connectorx/src/sources/sqlite/errors.rs
new file mode 100644
index 0000000..fda3a9b
--- /dev/null
+++ b/connectorx/src/sources/sqlite/errors.rs
@@ -0,0 +1,24 @@
+use std::string::FromUtf8Error;
+use thiserror::Error;
+
+#[derive(Error, Debug)]
+pub enum SQLiteSourceError {
+    #[error("Cannot infer type from null for SQLite")]
+    InferTypeFromNull,
+
+    #[error(transparent)]
+    ConnectorXError(#[from] crate::errors::ConnectorXError),
+
+    #[error(transparent)]
+    SQLiteError(#[from] rusqlite::Error),
+
+    #[error(transparent)]
+    SQLitePoolError(#[from] r2d2::Error),
+
+    #[error(transparent)]
+    SQLiteUrlDecodeError(#[from] FromUtf8Error),
+
+    /// Any other errors that are too trivial to be put here explicitly.
+    #[error(transparent)]
+    Other(#[from] anyhow::Error),
+}
diff --git a/connectorx/src/sources/sqlite/mod.rs b/connectorx/src/sources/sqlite/mod.rs
new file mode 100644
index 0000000..6187a54
--- /dev/null
+++ b/connectorx/src/sources/sqlite/mod.rs
@@ -0,0 +1,357 @@
+//! Source implementation for SQLite embedded database.
+
+mod errors;
+mod typesystem;
+
+pub use self::errors::SQLiteSourceError;
+use crate::{
+    data_order::DataOrder,
+    errors::ConnectorXError,
+    sources::{PartitionParser, Produce, Source, SourcePartition},
+    sql::{count_query, limit1_query, CXQuery},
+    utils::DummyBox,
+};
+use anyhow::anyhow;
+use chrono::{NaiveDate, NaiveDateTime, NaiveTime};
+use fallible_streaming_iterator::FallibleStreamingIterator;
+use fehler::{throw, throws};
+use log::debug;
+use owning_ref::OwningHandle;
+use r2d2::{Pool, PooledConnection};
+use r2d2_sqlite::SqliteConnectionManager;
+use rusqlite::{Row, Rows, Statement};
+use sqlparser::dialect::SQLiteDialect;
+use std::convert::TryFrom;
+pub use typesystem::SQLiteTypeSystem;
+use urlencoding::decode;
+
+pub struct SQLiteSource {
+    pool: Pool<SqliteConnectionManager>,
+    origin_query: Option<String>,
+    queries: Vec<CXQuery<String>>,
+    names: Vec<String>,
+    schema: Vec<SQLiteTypeSystem>,
+}
+
+impl SQLiteSource {
+    #[throws(SQLiteSourceError)]
+    pub fn new(conn: &str, nconn: usize) -> Self {
+        let decoded_conn = decode(conn)?.into_owned();
+        debug!("decoded conn: {}", decoded_conn);
+        let manager = SqliteConnectionManager::file(decoded_conn);
+        let pool = r2d2::Pool::builder()
+            .max_size(nconn as u32)
+            .build(manager)?;
+
+        Self {
+            pool,
+            origin_query: None,
+            queries: vec![],
+            names: vec![],
+            schema: vec![],
+        }
+    }
+}
+
+impl Source for SQLiteSource
+where
+    SQLiteSourcePartition: SourcePartition<TypeSystem = SQLiteTypeSystem>,
+{
+    const DATA_ORDERS: &'static [DataOrder] = &[DataOrder::RowMajor];
+    type Partition = SQLiteSourcePartition;
+    type TypeSystem = SQLiteTypeSystem;
+    type Error = SQLiteSourceError;
+
+    #[throws(SQLiteSourceError)]
+    fn set_data_order(&mut self, data_order: DataOrder) {
+        if !matches!(data_order, DataOrder::RowMajor) {
+            throw!(ConnectorXError::UnsupportedDataOrder(data_order));
+        }
+    }
+
+    fn set_queries<Q: ToString>(&mut self, queries: &[CXQuery<Q>]) {
+        self.queries = queries.iter().map(|q| q.map(Q::to_string)).collect();
+    }
+
+    fn set_origin_query(&mut self, query: Option<String>) {
+        self.origin_query = query;
+    }
+
+    #[throws(SQLiteSourceError)]
+    fn fetch_metadata(&mut self) {
+        assert!(!self.queries.is_empty());
+        let conn = self.pool.get()?;
+        let mut names = vec![];
+        let mut types = vec![];
+        let mut num_empty = 0;
+
+        // assuming all the partition queries yield same schema
+        for (i, query) in self.queries.iter().enumerate() {
+            let l1query = limit1_query(query, &SQLiteDialect {})?;
+
+            let is_sucess = conn.query_row(l1query.as_str(), [], |row| {
+                for (j, col) in row.as_ref().columns().iter().enumerate() {
+                    if j >= names.len() {
+                        names.push(col.name().to_string());
+                    }
+                    if j >= types.len() {
+                        let vr = row.get_ref(j)?;
+                        match SQLiteTypeSystem::try_from((col.decl_type(), vr.data_type())) {
+                            Ok(t) => types.push(Some(t)),
+                            Err(_) => {
+                                types.push(None);
+                            }
+                        }
+                    } else if types[j].is_none() {
+                        // We didn't get the type in the previous round
+                        let vr = row.get_ref(j)?;
+                        if let Ok(t) = SQLiteTypeSystem::try_from((col.decl_type(), vr.data_type()))
+                        {
+                            types[j] = Some(t)
+                        }
+                    }
+                }
+                Ok(())
+            });
+
+            match is_sucess {
+                Ok(()) => {
+                    if !types.contains(&None) {
+                        self.names = names;
+                        self.schema = types.into_iter().map(|t| t.unwrap()).collect();
+                        return;
+                    } else if i == self.queries.len() - 1 {
+                        debug!(
+                            "cannot get metadata for '{}' due to null value: {:?}",
+                            query, types
+                        );
+                        throw!(SQLiteSourceError::InferTypeFromNull);
+                    }
+                }
+                Err(e) => {
+                    if let rusqlite::Error::QueryReturnedNoRows = e {
+                        num_empty += 1; // make sure when all partition results are empty, do not throw error
+                    }
+                    if i == self.queries.len() - 1 && num_empty < self.queries.len() {
+                        // tried the last query but still get an error
+                        debug!("cannot get metadata for '{}': {}", query, e);
+                        throw!(e)
+                    }
+                }
+            }
+        }
+
+        // tried all queries but all get empty result set
+        let stmt = conn.prepare(self.queries[0].as_str())?;
+
+        self.names = stmt
+            .column_names()
+            .into_iter()
+            .map(|s| s.to_string())
+            .collect();
+        // set all columns as string (align with pandas)
+        self.schema = vec![SQLiteTypeSystem::Text(false); self.names.len()];
+    }
+
+    #[throws(SQLiteSourceError)]
+    fn result_rows(&mut self) -> Option<usize> {
+        match &self.origin_query {
+            Some(q) => {
+                let cxq = CXQuery::Naked(q.clone());
+                let conn = self.pool.get()?;
+                let nrows =
+                    conn.query_row(count_query(&cxq, &SQLiteDialect {})?.as_str(), [], |row| {
+                        Ok(row.get::<_, i64>(0)? as usize)
+                    })?;
+                Some(nrows)
+            }
+            None => None,
+        }
+    }
+
+    fn names(&self) -> Vec<String> {
+        self.names.clone()
+    }
+
+    fn schema(&self) -> Vec<Self::TypeSystem> {
+        self.schema.clone()
+    }
+
+    #[throws(SQLiteSourceError)]
+    fn partition(self) -> Vec<Self::Partition> {
+        let mut ret = vec![];
+        for query in self.queries {
+            let conn = self.pool.get()?;
+
+            ret.push(SQLiteSourcePartition::new(conn, &query, &self.schema));
+        }
+        ret
+    }
+}
+
+pub struct SQLiteSourcePartition {
+    conn: PooledConnection<SqliteConnectionManager>,
+    query: CXQuery<String>,
+    schema: Vec<SQLiteTypeSystem>,
+    nrows: usize,
+    ncols: usize,
+}
+
+impl SQLiteSourcePartition {
+    pub fn new(
+        conn: PooledConnection<SqliteConnectionManager>,
+        query: &CXQuery<String>,
+        schema: &[SQLiteTypeSystem],
+    ) -> Self {
+        Self {
+            conn,
+            query: query.clone(),
+            schema: schema.to_vec(),
+            nrows: 0,
+            ncols: schema.len(),
+        }
+    }
+}
+
+impl SourcePartition for SQLiteSourcePartition {
+    type TypeSystem = SQLiteTypeSystem;
+    type Parser<'a> = SQLiteSourcePartitionParser<'a>;
+    type Error = SQLiteSourceError;
+
+    #[throws(SQLiteSourceError)]
+    fn result_rows(&mut self) {
+        self.nrows = self.conn.query_row(
+            count_query(&self.query, &SQLiteDialect {})?.as_str(),
+            [],
+            |row| Ok(row.get::<_, i64>(0)? as usize),
+        )?;
+    }
+
+    #[throws(SQLiteSourceError)]
+    fn parser(&mut self) -> Self::Parser<'_> {
+        SQLiteSourcePartitionParser::new(&self.conn, self.query.as_str(), &self.schema)?
+    }
+
+    fn nrows(&self) -> usize {
+        self.nrows
+    }
+
+    fn ncols(&self) -> usize {
+        self.ncols
+    }
+}
+
+unsafe impl<'a> Send for SQLiteSourcePartitionParser<'a> {}
+
+pub struct SQLiteSourcePartitionParser<'a> {
+    rows: OwningHandle<Box<Statement<'a>>, DummyBox<Rows<'a>>>,
+    ncols: usize,
+    current_col: usize,
+    current_consumed: bool,
+    is_finished: bool,
+}
+
+impl<'a> SQLiteSourcePartitionParser<'a> {
+    #[throws(SQLiteSourceError)]
+    pub fn new(
+        conn: &'a PooledConnection<SqliteConnectionManager>,
+        query: &str,
+        schema: &[SQLiteTypeSystem],
+    ) -> Self {
+        let stmt: Statement<'a> = conn.prepare(query)?;
+
+        // Safety: DummyBox borrows the on-heap stmt, which is owned by the OwningHandle.
+        // No matter how we move the owning handle (thus the Box<Statment>), the Statement
+        // keeps its address static on the heap, thus the borrow of MyRows keeps valid.
+        let rows: OwningHandle<Box<Statement<'a>>, DummyBox<Rows<'a>>> =
+            OwningHandle::new_with_fn(Box::new(stmt), |stmt: *const Statement<'a>| unsafe {
+                DummyBox((*(stmt as *mut Statement<'_>)).query([]).unwrap())
+            });
+        Self {
+            rows,
+            ncols: schema.len(),
+            current_col: 0,
+            current_consumed: true,
+            is_finished: false,
+        }
+    }
+
+    #[throws(SQLiteSourceError)]
+    fn next_loc(&mut self) -> (&Row, usize) {
+        self.current_consumed = true;
+        let row: &Row = (*self.rows)
+            .get()
+            .ok_or_else(|| anyhow!("Sqlite empty current row"))?;
+        let col = self.current_col;
+        self.current_col = (self.current_col + 1) % self.ncols;
+        (row, col)
+    }
+}
+
+impl<'a> PartitionParser<'a> for SQLiteSourcePartitionParser<'a> {
+    type TypeSystem = SQLiteTypeSystem;
+    type Error = SQLiteSourceError;
+
+    #[throws(SQLiteSourceError)]
+    fn fetch_next(&mut self) -> (usize, bool) {
+        assert!(self.current_col == 0);
+
+        if !self.current_consumed {
+            return (1, false);
+        } else if self.is_finished {
+            return (0, true);
+        }
+
+        match (*self.rows).next()? {
+            Some(_) => {
+                self.current_consumed = false;
+                (1, false)
+            }
+            None => {
+                self.is_finished = true;
+                (0, true)
+            }
+        }
+    }
+}
+
+macro_rules! impl_produce {
+    ($($t: ty,)+) => {
+        $(
+            impl<'r, 'a> Produce<'r, $t> for SQLiteSourcePartitionParser<'a> {
+                type Error = SQLiteSourceError;
+
+                #[throws(SQLiteSourceError)]
+                fn produce(&'r mut self) -> $t {
+                    let (row, col) = self.next_loc()?;
+                    let val = row.get(col)?;
+                    val
+                }
+            }
+
+            impl<'r, 'a> Produce<'r, Option<$t>> for SQLiteSourcePartitionParser<'a> {
+                type Error = SQLiteSourceError;
+
+                #[throws(SQLiteSourceError)]
+                fn produce(&'r mut self) -> Option<$t> {
+                    let (row, col) = self.next_loc()?;
+                    let val = row.get(col)?;
+                    val
+                }
+            }
+        )+
+    };
+}
+
+impl_produce!(
+    bool,
+    i64,
+    i32,
+    i16,
+    f64,
+    Box<str>,
+    NaiveDate,
+    NaiveTime,
+    NaiveDateTime,
+    Vec<u8>,
+);
diff --git a/connectorx/src/sources/sqlite/typesystem.rs b/connectorx/src/sources/sqlite/typesystem.rs
new file mode 100644
index 0000000..a38c875
--- /dev/null
+++ b/connectorx/src/sources/sqlite/typesystem.rs
@@ -0,0 +1,92 @@
+use super::errors::SQLiteSourceError;
+use chrono::{NaiveDate, NaiveDateTime, NaiveTime};
+use fehler::{throw, throws};
+use rusqlite::types::Type;
+use std::convert::TryFrom;
+
+#[derive(Copy, Clone, Debug, PartialEq)]
+pub enum SQLiteTypeSystem {
+    Bool(bool),
+    Int8(bool),
+    Int4(bool),
+    Int2(bool),
+    Real(bool),
+    Text(bool),
+    Date(bool),
+    Time(bool),
+    Timestamp(bool),
+    Blob(bool),
+}
+
+impl_typesystem! {
+    system = SQLiteTypeSystem,
+    mappings = {
+        { Bool => bool }
+        { Int8 => i64 }
+        { Int4 => i32 }
+        { Int2 => i16 }
+        { Real => f64 }
+        { Text => Box<str> }
+        { Date => NaiveDate}
+        { Time => NaiveTime}
+        { Timestamp => NaiveDateTime}
+        { Blob => Vec<u8>}
+    }
+}
+
+impl TryFrom<Type> for SQLiteTypeSystem {
+    type Error = SQLiteSourceError;
+
+    #[throws(SQLiteSourceError)]
+    fn try_from(ty: Type) -> Self {
+        use SQLiteTypeSystem::*;
+        match ty {
+            Type::Integer => Int8(true),
+            Type::Real => Real(true),
+            Type::Text => Text(true),
+            Type::Blob => Blob(true),
+            Type::Null => throw!(SQLiteSourceError::InferTypeFromNull),
+        }
+    }
+}
+
+impl TryFrom<(Option<&str>, Type)> for SQLiteTypeSystem {
+    type Error = SQLiteSourceError;
+
+    #[throws(SQLiteSourceError)]
+    fn try_from(types: (Option<&str>, Type)) -> Self {
+        use SQLiteTypeSystem::*;
+        match types {
+            // derive from column's declare type, some rules refer to:
+            // https://www.sqlite.org/datatype3.html#affname
+            (Some(decl_type), ty) => {
+                let decl_type = decl_type.to_lowercase();
+                match decl_type.as_str() {
+                    "int4" => Int4(true),
+                    "int2" => Int2(true),
+                    "boolean" | "bool" => Bool(true),
+                    "date" => Date(true),
+                    "time" => Time(true),
+                    "datetime" | "timestamp" => Timestamp(true),
+                    _ if decl_type.contains("int") => Int8(true),
+                    _ if decl_type.contains("char")
+                        || decl_type.contains("clob")
+                        || decl_type.contains("text") =>
+                    {
+                        Text(true)
+                    }
+                    _ if decl_type.contains("real")
+                        || decl_type.contains("floa")
+                        || decl_type.contains("doub") =>
+                    {
+                        Real(true)
+                    }
+                    _ if decl_type.contains("blob") => Blob(true),
+                    _ => SQLiteTypeSystem::try_from(ty)?,
+                }
+            }
+            // derive from value type directly if no declare type available
+            (None, ty) => SQLiteTypeSystem::try_from(ty)?,
+        }
+    }
+}
diff --git a/connectorx/src/sql.rs b/connectorx/src/sql.rs
new file mode 100644
index 0000000..cd22c06
--- /dev/null
+++ b/connectorx/src/sql.rs
@@ -0,0 +1,597 @@
+use crate::errors::ConnectorXError;
+#[cfg(feature = "src_oracle")]
+use crate::sources::oracle::OracleDialect;
+use fehler::{throw, throws};
+use log::{debug, trace, warn};
+use sqlparser::ast::{
+    BinaryOperator, Expr, Function, FunctionArg, FunctionArgExpr, Ident, ObjectName, Query, Select,
+    SelectItem, SetExpr, Statement, TableAlias, TableFactor, TableWithJoins, Value,
+    WildcardAdditionalOptions,
+};
+use sqlparser::dialect::Dialect;
+use sqlparser::parser::Parser;
+#[cfg(feature = "src_oracle")]
+use std::any::Any;
+
+#[derive(Debug, Clone)]
+pub enum CXQuery<Q = String> {
+    Naked(Q),   // The query directly comes from the user
+    Wrapped(Q), // The user query is already wrapped in a subquery
+}
+
+impl<Q: std::fmt::Display> std::fmt::Display for CXQuery<Q> {
+    fn fmt(&self, f: &mut std::fmt::Formatter<'_>) -> std::fmt::Result {
+        match self {
+            CXQuery::Naked(q) => write!(f, "{}", q),
+            CXQuery::Wrapped(q) => write!(f, "{}", q),
+        }
+    }
+}
+
+impl<Q: AsRef<str>> CXQuery<Q> {
+    pub fn as_str(&self) -> &str {
+        match self {
+            CXQuery::Naked(q) => q.as_ref(),
+            CXQuery::Wrapped(q) => q.as_ref(),
+        }
+    }
+}
+
+impl From<&str> for CXQuery {
+    fn from(s: &str) -> CXQuery<String> {
+        CXQuery::Naked(s.to_string())
+    }
+}
+
+impl From<&&str> for CXQuery {
+    fn from(s: &&str) -> CXQuery<String> {
+        CXQuery::Naked(s.to_string())
+    }
+}
+
+impl From<&String> for CXQuery {
+    fn from(s: &String) -> CXQuery {
+        CXQuery::Naked(s.clone())
+    }
+}
+
+impl From<&CXQuery> for CXQuery {
+    fn from(q: &CXQuery) -> CXQuery {
+        q.clone()
+    }
+}
+
+impl CXQuery<String> {
+    pub fn naked<Q: AsRef<str>>(q: Q) -> Self {
+        CXQuery::Naked(q.as_ref().to_string())
+    }
+}
+
+impl<Q: AsRef<str>> AsRef<str> for CXQuery<Q> {
+    fn as_ref(&self) -> &str {
+        match self {
+            CXQuery::Naked(q) => q.as_ref(),
+            CXQuery::Wrapped(q) => q.as_ref(),
+        }
+    }
+}
+
+impl<Q> CXQuery<Q> {
+    pub fn map<F, U>(&self, f: F) -> CXQuery<U>
+    where
+        F: Fn(&Q) -> U,
+    {
+        match self {
+            CXQuery::Naked(q) => CXQuery::Naked(f(q)),
+            CXQuery::Wrapped(q) => CXQuery::Wrapped(f(q)),
+        }
+    }
+}
+
+impl<Q, E> CXQuery<Result<Q, E>> {
+    pub fn result(self) -> Result<CXQuery<Q>, E> {
+        match self {
+            CXQuery::Naked(q) => q.map(CXQuery::Naked),
+            CXQuery::Wrapped(q) => q.map(CXQuery::Wrapped),
+        }
+    }
+}
+
+// wrap a query into a derived table
+fn wrap_query(
+    query: &mut Query,
+    projection: Vec<SelectItem>,
+    selection: Option<Expr>,
+    tmp_tab_name: &str,
+) -> Statement {
+    let with = query.with.clone();
+    query.with = None;
+    let alias = if tmp_tab_name.is_empty() {
+        None
+    } else {
+        Some(TableAlias {
+            name: Ident {
+                value: tmp_tab_name.into(),
+                quote_style: None,
+            },
+            columns: vec![],
+        })
+    };
+    Statement::Query(Box::new(Query {
+        with,
+        locks: vec![],
+        body: Box::new(SetExpr::Select(Box::new(Select {
+            distinct: None,
+            top: None,
+            projection,
+            from: vec![TableWithJoins {
+                relation: TableFactor::Derived {
+                    lateral: false,
+                    subquery: Box::new(query.clone()),
+                    alias,
+                },
+                joins: vec![],
+            }],
+            lateral_views: vec![],
+            selection,
+            group_by: vec![],
+            cluster_by: vec![],
+            distribute_by: vec![],
+            sort_by: vec![],
+            having: None,
+            into: None,
+            named_window: vec![],
+            qualify: None,
+        }))),
+        order_by: vec![],
+        limit: None,
+        offset: None,
+        fetch: None,
+    }))
+}
+
+trait StatementExt {
+    fn as_query(&self) -> Option<&Query>;
+}
+
+impl StatementExt for Statement {
+    fn as_query(&self) -> Option<&Query> {
+        match self {
+            Statement::Query(q) => Some(q),
+            _ => None,
+        }
+    }
+}
+
+trait QueryExt {
+    fn as_select_mut(&mut self) -> Option<&mut Select>;
+}
+
+impl QueryExt for Query {
+    fn as_select_mut(&mut self) -> Option<&mut Select> {
+        match *self.body {
+            SetExpr::Select(ref mut select) => Some(select),
+            _ => None,
+        }
+    }
+}
+
+#[throws(ConnectorXError)]
+pub fn count_query<T: Dialect>(sql: &CXQuery<String>, dialect: &T) -> CXQuery<String> {
+    trace!("Incoming query: {}", sql);
+
+    const COUNT_TMP_TAB_NAME: &str = "CXTMPTAB_COUNT";
+
+    #[allow(unused_mut)]
+    let mut table_alias = COUNT_TMP_TAB_NAME;
+
+    // HACK: Some dialect (e.g. Oracle) does not support "AS" for alias
+    #[cfg(feature = "src_oracle")]
+    if dialect.type_id() == (OracleDialect {}.type_id()) {
+        // table_alias = "";
+        return CXQuery::Wrapped(format!(
+            "SELECT COUNT(*) FROM ({}) {}",
+            sql.as_str(),
+            COUNT_TMP_TAB_NAME
+        ));
+    }
+
+    let tsql = match sql.map(|sql| Parser::parse_sql(dialect, sql)).result() {
+        Ok(ast) => {
+            let projection = vec![SelectItem::UnnamedExpr(Expr::Function(Function {
+                name: ObjectName(vec![Ident {
+                    value: "count".to_string(),
+                    quote_style: None,
+                }]),
+                args: vec![FunctionArg::Unnamed(FunctionArgExpr::Wildcard)],
+                over: None,
+                distinct: false,
+                order_by: vec![],
+                special: false,
+            }))];
+            let ast_count: Statement = match ast {
+                CXQuery::Naked(ast) => {
+                    if ast.len() != 1 {
+                        throw!(ConnectorXError::SqlQueryNotSupported(sql.to_string()));
+                    }
+                    let mut query = ast[0]
+                        .as_query()
+                        .ok_or_else(|| ConnectorXError::SqlQueryNotSupported(sql.to_string()))?
+                        .clone();
+                    if query.offset.is_none() {
+                        query.order_by = vec![]; // mssql offset must appear with order by
+                    }
+                    let select = query
+                        .as_select_mut()
+                        .ok_or_else(|| ConnectorXError::SqlQueryNotSupported(sql.to_string()))?;
+                    select.sort_by = vec![];
+                    wrap_query(&mut query, projection, None, table_alias)
+                }
+                CXQuery::Wrapped(ast) => {
+                    if ast.len() != 1 {
+                        throw!(ConnectorXError::SqlQueryNotSupported(sql.to_string()));
+                    }
+                    let mut query = ast[0]
+                        .as_query()
+                        .ok_or_else(|| ConnectorXError::SqlQueryNotSupported(sql.to_string()))?
+                        .clone();
+                    let select = query
+                        .as_select_mut()
+                        .ok_or_else(|| ConnectorXError::SqlQueryNotSupported(sql.to_string()))?;
+                    select.projection = projection;
+                    Statement::Query(Box::new(query))
+                }
+            };
+            format!("{}", ast_count)
+        }
+        Err(e) => {
+            warn!("parser error: {:?}, manually compose query string", e);
+            format!(
+                "SELECT COUNT(*) FROM ({}) as {}",
+                sql.as_str(),
+                COUNT_TMP_TAB_NAME
+            )
+        }
+    };
+
+    debug!("Transformed count query: {}", tsql);
+    CXQuery::Wrapped(tsql)
+}
+
+#[throws(ConnectorXError)]
+pub fn limit1_query<T: Dialect>(sql: &CXQuery<String>, dialect: &T) -> CXQuery<String> {
+    trace!("Incoming query: {}", sql);
+
+    let sql = match Parser::parse_sql(dialect, sql.as_str()) {
+        Ok(mut ast) => {
+            if ast.len() != 1 {
+                throw!(ConnectorXError::SqlQueryNotSupported(sql.to_string()));
+            }
+
+            match &mut ast[0] {
+                Statement::Query(q) => {
+                    q.limit = Some(Expr::Value(Value::Number("1".to_string(), false)));
+                }
+                _ => throw!(ConnectorXError::SqlQueryNotSupported(sql.to_string())),
+            };
+
+            format!("{}", ast[0])
+        }
+        Err(e) => {
+            warn!("parser error: {:?}, manually compose query string", e);
+            format!("{} LIMIT 1", sql.as_str())
+        }
+    };
+
+    debug!("Transformed limit 1 query: {}", sql);
+    CXQuery::Wrapped(sql)
+}
+
+#[throws(ConnectorXError)]
+#[cfg(feature = "src_oracle")]
+pub fn limit1_query_oracle(sql: &CXQuery<String>) -> CXQuery<String> {
+    trace!("Incoming oracle query: {}", sql);
+
+    CXQuery::Wrapped(format!("SELECT * FROM ({}) WHERE rownum = 1", sql))
+
+    // let ast = Parser::parse_sql(&OracleDialect {}, sql.as_str())?;
+    // if ast.len() != 1 {
+    //     throw!(ConnectorXError::SqlQueryNotSupported(sql.to_string()));
+    // }
+    // let ast_part: Statement;
+    // let mut query = ast[0]
+    //     .as_query()
+    //     .ok_or_else(|| ConnectorXError::SqlQueryNotSupported(sql.to_string()))?
+    //     .clone();
+
+    // let selection = Expr::BinaryOp {
+    //     left: Box::new(Expr::CompoundIdentifier(vec![Ident {
+    //         value: "rownum".to_string(),
+    //         quote_style: None,
+    //     }])),
+    //     op: BinaryOperator::Eq,
+    //     right: Box::new(Expr::Value(Value::Number("1".to_string(), false))),
+    // };
+    // ast_part = wrap_query(&mut query, vec![SelectItem::Wildcard], Some(selection), "");
+
+    // let tsql = format!("{}", ast_part);
+    // debug!("Transformed limit 1 query: {}", tsql);
+    // CXQuery::Wrapped(tsql)
+}
+
+#[throws(ConnectorXError)]
+pub fn single_col_partition_query<T: Dialect>(
+    sql: &str,
+    col: &str,
+    lower: i64,
+    upper: i64,
+    dialect: &T,
+) -> String {
+    trace!("Incoming query: {}", sql);
+    const PART_TMP_TAB_NAME: &str = "CXTMPTAB_PART";
+
+    #[allow(unused_mut)]
+    let mut table_alias = PART_TMP_TAB_NAME;
+    #[allow(unused_mut)]
+    let mut cid = Box::new(Expr::CompoundIdentifier(vec![
+        Ident {
+            value: PART_TMP_TAB_NAME.to_string(),
+            quote_style: None,
+        },
+        Ident {
+            value: col.to_string(),
+            quote_style: None,
+        },
+    ]));
+
+    // HACK: Some dialect (e.g. Oracle) does not support "AS" for alias
+    #[cfg(feature = "src_oracle")]
+    if dialect.type_id() == (OracleDialect {}.type_id()) {
+        return format!("SELECT * FROM ({}) CXTMPTAB_PART WHERE CXTMPTAB_PART.{} >= {} AND CXTMPTAB_PART.{} < {}", sql, col, lower, col, upper);
+        // table_alias = "";
+        // cid = Box::new(Expr::Identifier(Ident {
+        //     value: col.to_string(),
+        //     quote_style: None,
+        // }));
+    }
+
+    let tsql = match Parser::parse_sql(dialect, sql) {
+        Ok(ast) => {
+            if ast.len() != 1 {
+                throw!(ConnectorXError::SqlQueryNotSupported(sql.to_string()));
+            }
+
+            let mut query = ast[0]
+                .as_query()
+                .ok_or_else(|| ConnectorXError::SqlQueryNotSupported(sql.to_string()))?
+                .clone();
+
+            let select = query
+                .as_select_mut()
+                .ok_or_else(|| ConnectorXError::SqlQueryNotSupported(sql.to_string()))?
+                .clone();
+
+            let ast_part: Statement;
+
+            let lb = Expr::BinaryOp {
+                left: Box::new(Expr::Value(Value::Number(lower.to_string(), false))),
+                op: BinaryOperator::LtEq,
+                right: cid.clone(),
+            };
+
+            let ub = Expr::BinaryOp {
+                left: cid,
+                op: BinaryOperator::Lt,
+                right: Box::new(Expr::Value(Value::Number(upper.to_string(), false))),
+            };
+
+            let selection = Expr::BinaryOp {
+                left: Box::new(lb),
+                op: BinaryOperator::And,
+                right: Box::new(ub),
+            };
+
+            if query.limit.is_none() && select.top.is_none() && !query.order_by.is_empty() {
+                // order by in a partition query does not make sense because partition is unordered.
+                // clear the order by beceause mssql does not support order by in a derived table.
+                // also order by in the derived table does not make any difference.
+                query.order_by.clear();
+            }
+
+            ast_part = wrap_query(
+                &mut query,
+                vec![SelectItem::Wildcard(WildcardAdditionalOptions::default())],
+                Some(selection),
+                table_alias,
+            );
+            format!("{}", ast_part)
+        }
+        Err(e) => {
+            warn!("parser error: {:?}, manually compose query string", e);
+            format!("SELECT * FROM ({}) AS CXTMPTAB_PART WHERE CXTMPTAB_PART.{} >= {} AND CXTMPTAB_PART.{} < {}", sql, col, lower, col, upper)
+        }
+    };
+
+    debug!("Transformed single column partition query: {}", tsql);
+    tsql
+}
+
+#[throws(ConnectorXError)]
+pub fn get_partition_range_query<T: Dialect>(sql: &str, col: &str, dialect: &T) -> String {
+    trace!("Incoming query: {}", sql);
+    const RANGE_TMP_TAB_NAME: &str = "CXTMPTAB_RANGE";
+
+    #[allow(unused_mut)]
+    let mut table_alias = RANGE_TMP_TAB_NAME;
+    #[allow(unused_mut)]
+    let mut args = vec![FunctionArg::Unnamed(FunctionArgExpr::Expr(
+        Expr::CompoundIdentifier(vec![
+            Ident {
+                value: RANGE_TMP_TAB_NAME.to_string(),
+                quote_style: None,
+            },
+            Ident {
+                value: col.to_string(),
+                quote_style: None,
+            },
+        ]),
+    ))];
+
+    // HACK: Some dialect (e.g. Oracle) does not support "AS" for alias
+    #[cfg(feature = "src_oracle")]
+    if dialect.type_id() == (OracleDialect {}.type_id()) {
+        return format!(
+            "SELECT MIN({}.{}) as min, MAX({}.{}) as max FROM ({}) {}",
+            RANGE_TMP_TAB_NAME, col, RANGE_TMP_TAB_NAME, col, sql, RANGE_TMP_TAB_NAME
+        );
+        // table_alias = "";
+        // args = vec![FunctionArg::Unnamed(Expr::Identifier(Ident {
+        //     value: col.to_string(),
+        //     quote_style: None,
+        // }))];
+    }
+
+    let tsql = match Parser::parse_sql(dialect, sql) {
+        Ok(ast) => {
+            if ast.len() != 1 {
+                throw!(ConnectorXError::SqlQueryNotSupported(sql.to_string()));
+            }
+
+            let mut query = ast[0]
+                .as_query()
+                .ok_or_else(|| ConnectorXError::SqlQueryNotSupported(sql.to_string()))?
+                .clone();
+            let ast_range: Statement;
+            query.order_by = vec![];
+            let projection = vec![
+                SelectItem::UnnamedExpr(Expr::Function(Function {
+                    name: ObjectName(vec![Ident {
+                        value: "min".to_string(),
+                        quote_style: None,
+                    }]),
+                    args: args.clone(),
+                    over: None,
+                    distinct: false,
+                    order_by: vec![],
+                    special: false,
+                })),
+                SelectItem::UnnamedExpr(Expr::Function(Function {
+                    name: ObjectName(vec![Ident {
+                        value: "max".to_string(),
+                        quote_style: None,
+                    }]),
+                    args,
+                    over: None,
+                    distinct: false,
+                    order_by: vec![],
+                    special: false,
+                })),
+            ];
+            ast_range = wrap_query(&mut query, projection, None, table_alias);
+            format!("{}", ast_range)
+        }
+        Err(e) => {
+            warn!("parser error: {:?}, manually compose query string", e);
+            format!(
+                "SELECT MIN({}.{}) as min, MAX({}.{}) as max FROM ({}) AS {}",
+                RANGE_TMP_TAB_NAME, col, RANGE_TMP_TAB_NAME, col, sql, RANGE_TMP_TAB_NAME
+            )
+        }
+    };
+
+    debug!("Transformed partition range query: {}", tsql);
+    tsql
+}
+
+#[throws(ConnectorXError)]
+pub fn get_partition_range_query_sep<T: Dialect>(
+    sql: &str,
+    col: &str,
+    dialect: &T,
+) -> (String, String) {
+    trace!("Incoming query: {}", sql);
+    const RANGE_TMP_TAB_NAME: &str = "CXTMPTAB_RANGE";
+
+    let (sql_min, sql_max) = match Parser::parse_sql(dialect, sql) {
+        Ok(ast) => {
+            if ast.len() != 1 {
+                throw!(ConnectorXError::SqlQueryNotSupported(sql.to_string()));
+            }
+
+            let mut query = ast[0]
+                .as_query()
+                .ok_or_else(|| ConnectorXError::SqlQueryNotSupported(sql.to_string()))?
+                .clone();
+
+            let ast_range_min: Statement;
+            let ast_range_max: Statement;
+
+            query.order_by = vec![];
+            let min_proj = vec![SelectItem::UnnamedExpr(Expr::Function(Function {
+                name: ObjectName(vec![Ident {
+                    value: "min".to_string(),
+                    quote_style: None,
+                }]),
+                args: vec![FunctionArg::Unnamed(FunctionArgExpr::Expr(
+                    Expr::CompoundIdentifier(vec![
+                        Ident {
+                            value: RANGE_TMP_TAB_NAME.to_string(),
+                            quote_style: None,
+                        },
+                        Ident {
+                            value: col.to_string(),
+                            quote_style: None,
+                        },
+                    ]),
+                ))],
+                over: None,
+                distinct: false,
+                order_by: vec![],
+                special: false,
+            }))];
+            let max_proj = vec![SelectItem::UnnamedExpr(Expr::Function(Function {
+                name: ObjectName(vec![Ident {
+                    value: "max".to_string(),
+                    quote_style: None,
+                }]),
+                args: vec![FunctionArg::Unnamed(FunctionArgExpr::Expr(
+                    Expr::CompoundIdentifier(vec![
+                        Ident {
+                            value: RANGE_TMP_TAB_NAME.into(),
+                            quote_style: None,
+                        },
+                        Ident {
+                            value: col.into(),
+                            quote_style: None,
+                        },
+                    ]),
+                ))],
+                over: None,
+                distinct: false,
+                order_by: vec![],
+                special: false,
+            }))];
+            ast_range_min = wrap_query(&mut query.clone(), min_proj, None, RANGE_TMP_TAB_NAME);
+            ast_range_max = wrap_query(&mut query, max_proj, None, RANGE_TMP_TAB_NAME);
+            (format!("{}", ast_range_min), format!("{}", ast_range_max))
+        }
+        Err(e) => {
+            warn!("parser error: {:?}, manually compose query string", e);
+            (
+                format!(
+                    "SELECT MIN({}.{}) as min FROM ({}) AS {}",
+                    RANGE_TMP_TAB_NAME, col, sql, RANGE_TMP_TAB_NAME
+                ),
+                format!(
+                    "SELECT MAX({}.{}) as max FROM ({}) AS {}",
+                    RANGE_TMP_TAB_NAME, col, sql, RANGE_TMP_TAB_NAME
+                ),
+            )
+        }
+    };
+    debug!(
+        "Transformed separated partition range query: {}, {}",
+        sql_min, sql_max
+    );
+    (sql_min, sql_max)
+}
diff --git a/connectorx/src/transports/bigquery_arrow.rs b/connectorx/src/transports/bigquery_arrow.rs
new file mode 100644
index 0000000..24bffba
--- /dev/null
+++ b/connectorx/src/transports/bigquery_arrow.rs
@@ -0,0 +1,48 @@
+//! Transport from BigQuery Source to Arrow Destination.
+
+use crate::{
+    destinations::arrow::{typesystem::ArrowTypeSystem, ArrowDestination, ArrowDestinationError},
+    impl_transport,
+    sources::bigquery::{BigQuerySource, BigQuerySourceError, BigQueryTypeSystem},
+    typesystem::TypeConversion,
+};
+use chrono::{DateTime, NaiveDate, NaiveDateTime, NaiveTime, Utc};
+use thiserror::Error;
+
+#[derive(Error, Debug)]
+pub enum BigQueryArrowTransportError {
+    #[error(transparent)]
+    Source(#[from] BigQuerySourceError),
+
+    #[error(transparent)]
+    Destination(#[from] ArrowDestinationError),
+
+    #[error(transparent)]
+    ConnectorX(#[from] crate::errors::ConnectorXError),
+}
+
+/// Convert BigQuery data types to Arrow data types.
+pub struct BigQueryArrowTransport;
+
+impl_transport!(
+    name = BigQueryArrowTransport,
+    error = BigQueryArrowTransportError,
+    systems = BigQueryTypeSystem => ArrowTypeSystem,
+    route = BigQuerySource => ArrowDestination,
+    mappings = {
+        { Bool[bool]                 => Boolean[bool]             | conversion auto }
+        { Boolean[bool]              => Boolean[bool]             | conversion none }
+        { Int64[i64]                 => Int64[i64]                | conversion auto }
+        { Integer[i64]               => Int64[i64]                | conversion none }
+        { Float64[f64]               => Float64[f64]              | conversion auto }
+        { Float[f64]                 => Float64[f64]              | conversion none }
+        { Numeric[f64]               => Float64[f64]              | conversion none }
+        { Bignumeric[f64]            => Float64[f64]              | conversion none }
+        { String[String]             => LargeUtf8[String]         | conversion auto }
+        { Bytes[String]              => LargeUtf8[String]         | conversion none }
+        { Date[NaiveDate]            => Date32[NaiveDate]         | conversion auto }
+        { Datetime[NaiveDateTime]    => Date64[NaiveDateTime]     | conversion auto }
+        { Time[NaiveTime]            => Time64[NaiveTime]         | conversion auto }
+        { Timestamp[DateTime<Utc>]   => DateTimeTz[DateTime<Utc>] | conversion auto }
+    }
+);
diff --git a/connectorx/src/transports/bigquery_arrow2.rs b/connectorx/src/transports/bigquery_arrow2.rs
new file mode 100644
index 0000000..ef5308b
--- /dev/null
+++ b/connectorx/src/transports/bigquery_arrow2.rs
@@ -0,0 +1,50 @@
+//! Transport from BigQuery Source to Arrow Destination.
+
+use crate::{
+    destinations::arrow2::{
+        typesystem::Arrow2TypeSystem, Arrow2Destination, Arrow2DestinationError,
+    },
+    impl_transport,
+    sources::bigquery::{BigQuerySource, BigQuerySourceError, BigQueryTypeSystem},
+    typesystem::TypeConversion,
+};
+use chrono::{DateTime, NaiveDate, NaiveDateTime, NaiveTime, Utc};
+use thiserror::Error;
+
+#[derive(Error, Debug)]
+pub enum BigQueryArrow2TransportError {
+    #[error(transparent)]
+    Source(#[from] BigQuerySourceError),
+
+    #[error(transparent)]
+    Destination(#[from] Arrow2DestinationError),
+
+    #[error(transparent)]
+    ConnectorX(#[from] crate::errors::ConnectorXError),
+}
+
+/// Convert BigQuery data types to Arrow data types.
+pub struct BigQueryArrow2Transport;
+
+impl_transport!(
+    name = BigQueryArrow2Transport,
+    error = BigQueryArrow2TransportError,
+    systems = BigQueryTypeSystem => Arrow2TypeSystem,
+    route = BigQuerySource => Arrow2Destination,
+    mappings = {
+        { Bool[bool]                 => Boolean[bool]             | conversion auto }
+        { Boolean[bool]              => Boolean[bool]             | conversion none }
+        { Int64[i64]                 => Int64[i64]                | conversion auto }
+        { Integer[i64]               => Int64[i64]                | conversion none }
+        { Float64[f64]               => Float64[f64]              | conversion auto }
+        { Float[f64]                 => Float64[f64]              | conversion none }
+        { Numeric[f64]               => Float64[f64]              | conversion none }
+        { Bignumeric[f64]            => Float64[f64]              | conversion none }
+        { String[String]             => LargeUtf8[String]         | conversion auto }
+        { Bytes[String]              => LargeUtf8[String]         | conversion none }
+        { Date[NaiveDate]            => Date32[NaiveDate]         | conversion auto }
+        { Datetime[NaiveDateTime]    => Date64[NaiveDateTime]     | conversion auto }
+        { Time[NaiveTime]            => Time64[NaiveTime]         | conversion auto }
+        { Timestamp[DateTime<Utc>]   => DateTimeTz[DateTime<Utc>] | conversion auto }
+    }
+);
diff --git a/connectorx/src/transports/bigquery_arrowstream.rs b/connectorx/src/transports/bigquery_arrowstream.rs
new file mode 100644
index 0000000..c8350d5
--- /dev/null
+++ b/connectorx/src/transports/bigquery_arrowstream.rs
@@ -0,0 +1,50 @@
+//! Transport from BigQuery Source to Arrow Destination.
+
+use crate::{
+    destinations::arrowstream::{
+        typesystem::ArrowTypeSystem, ArrowDestination, ArrowDestinationError,
+    },
+    impl_transport,
+    sources::bigquery::{BigQuerySource, BigQuerySourceError, BigQueryTypeSystem},
+    typesystem::TypeConversion,
+};
+use chrono::{DateTime, NaiveDate, NaiveDateTime, NaiveTime, Utc};
+use thiserror::Error;
+
+#[derive(Error, Debug)]
+pub enum BigQueryArrowTransportError {
+    #[error(transparent)]
+    Source(#[from] BigQuerySourceError),
+
+    #[error(transparent)]
+    Destination(#[from] ArrowDestinationError),
+
+    #[error(transparent)]
+    ConnectorX(#[from] crate::errors::ConnectorXError),
+}
+
+/// Convert BigQuery data types to Arrow data types.
+pub struct BigQueryArrowTransport;
+
+impl_transport!(
+    name = BigQueryArrowTransport,
+    error = BigQueryArrowTransportError,
+    systems = BigQueryTypeSystem => ArrowTypeSystem,
+    route = BigQuerySource => ArrowDestination,
+    mappings = {
+        { Bool[bool]                 => Boolean[bool]             | conversion auto }
+        { Boolean[bool]              => Boolean[bool]             | conversion none }
+        { Int64[i64]                 => Int64[i64]                | conversion auto }
+        { Integer[i64]               => Int64[i64]                | conversion none }
+        { Float64[f64]               => Float64[f64]              | conversion auto }
+        { Float[f64]                 => Float64[f64]              | conversion none }
+        { Numeric[f64]               => Float64[f64]              | conversion none }
+        { Bignumeric[f64]            => Float64[f64]              | conversion none }
+        { String[String]             => LargeUtf8[String]         | conversion auto }
+        { Bytes[String]              => LargeUtf8[String]         | conversion none }
+        { Date[NaiveDate]            => Date32[NaiveDate]         | conversion auto }
+        { Datetime[NaiveDateTime]    => Date64[NaiveDateTime]     | conversion auto }
+        { Time[NaiveTime]            => Time64[NaiveTime]         | conversion auto }
+        { Timestamp[DateTime<Utc>]   => DateTimeTz[DateTime<Utc>] | conversion auto }
+    }
+);
diff --git a/connectorx/src/transports/csv_arrow.rs b/connectorx/src/transports/csv_arrow.rs
new file mode 100644
index 0000000..5383f0d
--- /dev/null
+++ b/connectorx/src/transports/csv_arrow.rs
@@ -0,0 +1,36 @@
+//! Transport from CSV Source to Arrow Destination.
+
+use crate::destinations::arrow::{ArrowDestination, ArrowDestinationError, ArrowTypeSystem};
+use crate::sources::csv::{CSVSource, CSVSourceError, CSVTypeSystem};
+use crate::typesystem::TypeConversion;
+use chrono::{DateTime, Utc};
+use thiserror::Error;
+
+/// Convert CSV data types to Arrow data types.
+pub struct CSVArrowTransport;
+
+#[derive(Error, Debug)]
+pub enum CSVArrowTransportError {
+    #[error(transparent)]
+    Source(#[from] CSVSourceError),
+
+    #[error(transparent)]
+    Destination(#[from] ArrowDestinationError),
+
+    #[error(transparent)]
+    ConnectorX(#[from] crate::errors::ConnectorXError),
+}
+
+impl_transport!(
+    name = CSVArrowTransport,
+    error = CSVArrowTransportError,
+    systems = CSVTypeSystem => ArrowTypeSystem,
+    route = CSVSource => ArrowDestination,
+    mappings = {
+        { F64[f64]                => Float64[f64]              | conversion auto}
+        { I64[i64]                => Int64[i64]                | conversion auto}
+        { Bool[bool]              => Boolean[bool]             | conversion auto}
+        { String[String]          => LargeUtf8[String]         | conversion auto}
+        { DateTime[DateTime<Utc>] => DateTimeTz[DateTime<Utc>] | conversion auto}
+    }
+);
diff --git a/connectorx/src/transports/dummy_arrow.rs b/connectorx/src/transports/dummy_arrow.rs
new file mode 100644
index 0000000..9ebad0f
--- /dev/null
+++ b/connectorx/src/transports/dummy_arrow.rs
@@ -0,0 +1,56 @@
+//! Transport from Dummy Source to Arrow Destination.
+
+use crate::destinations::arrow::{ArrowDestination, ArrowDestinationError, ArrowTypeSystem};
+use crate::sources::dummy::{DummySource, DummyTypeSystem};
+use crate::typesystem::TypeConversion;
+use chrono::{DateTime, NaiveDate, NaiveDateTime, Utc};
+use thiserror::Error;
+
+/// Convert Dummy data types to Arrow data types.
+pub struct DummyArrowTransport;
+
+#[derive(Error, Debug)]
+pub enum DummyArrowTransportError {
+    #[error(transparent)]
+    Destination(#[from] ArrowDestinationError),
+
+    #[error(transparent)]
+    ConnectorX(#[from] crate::errors::ConnectorXError),
+}
+
+impl_transport!(
+    name = DummyArrowTransport,
+    error = DummyArrowTransportError,
+    systems = DummyTypeSystem => ArrowTypeSystem,
+    route = DummySource => ArrowDestination,
+    mappings = {
+        { F64[f64]                => Float64[f64]               | conversion auto}
+        { I64[i64]                => Int64[i64]                 | conversion auto}
+        { Bool[bool]              => Boolean[bool]              | conversion auto}
+        { String[String]          => LargeUtf8[String]          | conversion auto}
+        { DateTime[DateTime<Utc>] => Date64[NaiveDateTime]      | conversion option}
+    }
+);
+
+impl TypeConversion<DateTime<Utc>, NaiveDateTime> for DummyArrowTransport {
+    fn convert(val: DateTime<Utc>) -> NaiveDateTime {
+        NaiveDateTime::from_timestamp_opt(val.timestamp(), val.timestamp_subsec_nanos())
+            .unwrap_or_else(|| panic!("from_timestamp_opt return None"))
+    }
+}
+
+impl TypeConversion<NaiveDateTime, DateTime<Utc>> for DummyArrowTransport {
+    fn convert(val: NaiveDateTime) -> DateTime<Utc> {
+        DateTime::from_naive_utc_and_offset(val, Utc)
+    }
+}
+
+impl TypeConversion<NaiveDate, DateTime<Utc>> for DummyArrowTransport {
+    fn convert(val: NaiveDate) -> DateTime<Utc> {
+        DateTime::from_naive_utc_and_offset(
+            val.and_hms_opt(0, 0, 0)
+                .unwrap_or_else(|| panic!("and_hms_opt return None")),
+            Utc,
+        )
+    }
+}
diff --git a/connectorx/src/transports/dummy_arrow2.rs b/connectorx/src/transports/dummy_arrow2.rs
new file mode 100644
index 0000000..89c582d
--- /dev/null
+++ b/connectorx/src/transports/dummy_arrow2.rs
@@ -0,0 +1,56 @@
+//! Transport from Dummy Source to Arrow2 Destination.
+
+use crate::destinations::arrow2::{Arrow2Destination, Arrow2DestinationError, Arrow2TypeSystem};
+use crate::sources::dummy::{DummySource, DummyTypeSystem};
+use crate::typesystem::TypeConversion;
+use chrono::{DateTime, NaiveDate, NaiveDateTime, Utc};
+use thiserror::Error;
+
+/// Convert Dummy data types to Arrow2 data types.
+pub struct DummyArrow2Transport;
+
+#[derive(Error, Debug)]
+pub enum DummyArrow2TransportError {
+    #[error(transparent)]
+    Destination(#[from] Arrow2DestinationError),
+
+    #[error(transparent)]
+    ConnectorX(#[from] crate::errors::ConnectorXError),
+}
+
+impl_transport!(
+    name = DummyArrow2Transport,
+    error = DummyArrow2TransportError,
+    systems = DummyTypeSystem => Arrow2TypeSystem,
+    route = DummySource => Arrow2Destination,
+    mappings = {
+        { F64[f64]                => Float64[f64]               | conversion auto}
+        { I64[i64]                => Int64[i64]                 | conversion auto}
+        { Bool[bool]              => Boolean[bool]              | conversion auto}
+        { String[String]          => LargeUtf8[String]          | conversion auto}
+        { DateTime[DateTime<Utc>] => Date64[NaiveDateTime]      | conversion option}
+    }
+);
+
+impl TypeConversion<DateTime<Utc>, NaiveDateTime> for DummyArrow2Transport {
+    fn convert(val: DateTime<Utc>) -> NaiveDateTime {
+        NaiveDateTime::from_timestamp_opt(val.timestamp(), val.timestamp_subsec_nanos())
+            .unwrap_or_else(|| panic!("from_timestamp_opt return None"))
+    }
+}
+
+impl TypeConversion<NaiveDateTime, DateTime<Utc>> for DummyArrow2Transport {
+    fn convert(val: NaiveDateTime) -> DateTime<Utc> {
+        DateTime::from_naive_utc_and_offset(val, Utc)
+    }
+}
+
+impl TypeConversion<NaiveDate, DateTime<Utc>> for DummyArrow2Transport {
+    fn convert(val: NaiveDate) -> DateTime<Utc> {
+        DateTime::from_naive_utc_and_offset(
+            val.and_hms_opt(0, 0, 0)
+                .unwrap_or_else(|| panic!("from_hms_opt return None")),
+            Utc,
+        )
+    }
+}
diff --git a/connectorx/src/transports/dummy_arrowstream.rs b/connectorx/src/transports/dummy_arrowstream.rs
new file mode 100644
index 0000000..19436b2
--- /dev/null
+++ b/connectorx/src/transports/dummy_arrowstream.rs
@@ -0,0 +1,56 @@
+//! Transport from Dummy Source to Arrow Destination.
+
+use crate::destinations::arrowstream::{ArrowDestination, ArrowDestinationError, ArrowTypeSystem};
+use crate::sources::dummy::{DummySource, DummyTypeSystem};
+use crate::typesystem::TypeConversion;
+use chrono::{DateTime, NaiveDate, NaiveDateTime, Utc};
+use thiserror::Error;
+
+/// Convert Dummy data types to Arrow data types.
+pub struct DummyArrowTransport;
+
+#[derive(Error, Debug)]
+pub enum DummyArrowTransportError {
+    #[error(transparent)]
+    Destination(#[from] ArrowDestinationError),
+
+    #[error(transparent)]
+    ConnectorX(#[from] crate::errors::ConnectorXError),
+}
+
+impl_transport!(
+    name = DummyArrowTransport,
+    error = DummyArrowTransportError,
+    systems = DummyTypeSystem => ArrowTypeSystem,
+    route = DummySource => ArrowDestination,
+    mappings = {
+        { F64[f64]                => Float64[f64]               | conversion auto}
+        { I64[i64]                => Int64[i64]                 | conversion auto}
+        { Bool[bool]              => Boolean[bool]              | conversion auto}
+        { String[String]          => LargeUtf8[String]          | conversion auto}
+        { DateTime[DateTime<Utc>] => Date64[NaiveDateTime]      | conversion option}
+    }
+);
+
+impl TypeConversion<DateTime<Utc>, NaiveDateTime> for DummyArrowTransport {
+    fn convert(val: DateTime<Utc>) -> NaiveDateTime {
+        NaiveDateTime::from_timestamp_opt(val.timestamp(), val.timestamp_subsec_nanos())
+            .unwrap_or_else(|| panic!("from_timestamp_opt return None"))
+    }
+}
+
+impl TypeConversion<NaiveDateTime, DateTime<Utc>> for DummyArrowTransport {
+    fn convert(val: NaiveDateTime) -> DateTime<Utc> {
+        DateTime::from_naive_utc_and_offset(val, Utc)
+    }
+}
+
+impl TypeConversion<NaiveDate, DateTime<Utc>> for DummyArrowTransport {
+    fn convert(val: NaiveDate) -> DateTime<Utc> {
+        DateTime::from_naive_utc_and_offset(
+            val.and_hms_opt(0, 0, 0)
+                .unwrap_or_else(|| panic!("and_hms_opt return None")),
+            Utc,
+        )
+    }
+}
diff --git a/connectorx/src/transports/mod.rs b/connectorx/src/transports/mod.rs
new file mode 100644
index 0000000..8be61dc
--- /dev/null
+++ b/connectorx/src/transports/mod.rs
@@ -0,0 +1,107 @@
+//! This module contains transport definitions for the sources and destinations implemented in ConnectorX.
+
+#[cfg(all(feature = "src_bigquery", feature = "dst_arrow"))]
+mod bigquery_arrow;
+#[cfg(all(feature = "src_bigquery", feature = "dst_arrow2"))]
+mod bigquery_arrow2;
+#[cfg(all(feature = "src_bigquery", feature = "dst_arrow"))]
+mod bigquery_arrowstream;
+#[cfg(all(feature = "src_csv", feature = "dst_arrow"))]
+mod csv_arrow;
+#[cfg(all(feature = "src_dummy", feature = "dst_arrow"))]
+mod dummy_arrow;
+#[cfg(all(feature = "src_dummy", feature = "dst_arrow2"))]
+mod dummy_arrow2;
+#[cfg(all(feature = "src_dummy", feature = "dst_arrow"))]
+mod dummy_arrowstream;
+#[cfg(all(feature = "src_mssql", feature = "dst_arrow"))]
+mod mssql_arrow;
+#[cfg(all(feature = "src_mssql", feature = "dst_arrow2"))]
+mod mssql_arrow2;
+#[cfg(all(feature = "src_mssql", feature = "dst_arrow"))]
+mod mssql_arrowstream;
+#[cfg(all(feature = "src_mysql", feature = "dst_arrow"))]
+mod mysql_arrow;
+#[cfg(all(feature = "src_mysql", feature = "dst_arrow2"))]
+mod mysql_arrow2;
+#[cfg(all(feature = "src_mysql", feature = "dst_arrow"))]
+mod mysql_arrowstream;
+#[cfg(all(feature = "src_oracle", feature = "dst_arrow"))]
+mod oracle_arrow;
+#[cfg(all(feature = "src_oracle", feature = "dst_arrow2"))]
+mod oracle_arrow2;
+#[cfg(all(feature = "src_oracle", feature = "dst_arrow"))]
+mod oracle_arrowstream;
+#[cfg(all(feature = "src_postgres", feature = "dst_arrow"))]
+mod postgres_arrow;
+#[cfg(all(feature = "src_postgres", feature = "dst_arrow2"))]
+mod postgres_arrow2;
+#[cfg(all(feature = "src_postgres", feature = "dst_arrow"))]
+mod postgres_arrowstream;
+#[cfg(all(feature = "src_sqlite", feature = "dst_arrow"))]
+mod sqlite_arrow;
+#[cfg(all(feature = "src_sqlite", feature = "dst_arrow2"))]
+mod sqlite_arrow2;
+#[cfg(all(feature = "src_sqlite", feature = "dst_arrow"))]
+mod sqlite_arrowstream;
+
+#[cfg(all(feature = "src_bigquery", feature = "dst_arrow"))]
+pub use bigquery_arrow::{BigQueryArrowTransport, BigQueryArrowTransportError};
+#[cfg(all(feature = "src_bigquery", feature = "dst_arrow2"))]
+pub use bigquery_arrow2::{BigQueryArrow2Transport, BigQueryArrow2TransportError};
+#[cfg(all(feature = "src_bigquery", feature = "dst_arrow"))]
+pub use bigquery_arrowstream::{
+    BigQueryArrowTransport as BigQueryArrowStreamTransport,
+    BigQueryArrowTransportError as BigQueryArrowStreamTransportError,
+};
+#[cfg(all(feature = "src_csv", feature = "dst_arrow"))]
+pub use csv_arrow::CSVArrowTransport;
+#[cfg(all(feature = "src_dummy", feature = "dst_arrow"))]
+pub use dummy_arrow::DummyArrowTransport;
+#[cfg(all(feature = "src_dummy", feature = "dst_arrow2"))]
+pub use dummy_arrow2::DummyArrow2Transport;
+#[cfg(all(feature = "src_mssql", feature = "dst_arrow"))]
+pub use mssql_arrow::{MsSQLArrowTransport, MsSQLArrowTransportError};
+#[cfg(all(feature = "src_mssql", feature = "dst_arrow2"))]
+pub use mssql_arrow2::{MsSQLArrow2Transport, MsSQLArrow2TransportError};
+#[cfg(all(feature = "src_mssql", feature = "dst_arrow"))]
+pub use mssql_arrowstream::{
+    MsSQLArrowTransport as MsSQLArrowStreamTransport,
+    MsSQLArrowTransportError as MsSQLArrowStreamTransportError,
+};
+#[cfg(all(feature = "src_mysql", feature = "dst_arrow"))]
+pub use mysql_arrow::{MySQLArrowTransport, MySQLArrowTransportError};
+#[cfg(all(feature = "src_mysql", feature = "dst_arrow2"))]
+pub use mysql_arrow2::{MySQLArrow2Transport, MySQLArrow2TransportError};
+#[cfg(all(feature = "src_mysql", feature = "dst_arrow"))]
+pub use mysql_arrowstream::{
+    MySQLArrowTransport as MySQLArrowStreamTransport,
+    MySQLArrowTransportError as MySQLArrowStreamTransportError,
+};
+#[cfg(all(feature = "src_oracle", feature = "dst_arrow"))]
+pub use oracle_arrow::{OracleArrowTransport, OracleArrowTransportError};
+#[cfg(all(feature = "src_oracle", feature = "dst_arrow2"))]
+pub use oracle_arrow2::{OracleArrow2Transport, OracleArrow2TransportError};
+#[cfg(all(feature = "src_oracle", feature = "dst_arrow"))]
+pub use oracle_arrowstream::{
+    OracleArrowTransport as OracleArrowStreamTransport,
+    OracleArrowTransportError as OracleArrowStreamTransportError,
+};
+#[cfg(all(feature = "src_postgres", feature = "dst_arrow"))]
+pub use postgres_arrow::{PostgresArrowTransport, PostgresArrowTransportError};
+#[cfg(all(feature = "src_postgres", feature = "dst_arrow2"))]
+pub use postgres_arrow2::{PostgresArrow2Transport, PostgresArrow2TransportError};
+#[cfg(all(feature = "src_postgres", feature = "dst_arrow"))]
+pub use postgres_arrowstream::{
+    PostgresArrowTransport as PostgresArrowStreamTransport,
+    PostgresArrowTransportError as PostgresArrowStreamTransportError,
+};
+#[cfg(all(feature = "src_sqlite", feature = "dst_arrow"))]
+pub use sqlite_arrow::{SQLiteArrowTransport, SQLiteArrowTransportError};
+#[cfg(all(feature = "src_sqlite", feature = "dst_arrow2"))]
+pub use sqlite_arrow2::{SQLiteArrow2Transport, SQLiteArrow2TransportError};
+#[cfg(all(feature = "src_sqlite", feature = "dst_arrow"))]
+pub use sqlite_arrowstream::{
+    SQLiteArrowTransport as SQLiteArrowStreamTransport,
+    SQLiteArrowTransportError as SQLiteArrowStreamTransportError,
+};
diff --git a/connectorx/src/transports/mssql_arrow.rs b/connectorx/src/transports/mssql_arrow.rs
new file mode 100644
index 0000000..9e3aa8e
--- /dev/null
+++ b/connectorx/src/transports/mssql_arrow.rs
@@ -0,0 +1,88 @@
+//! Transport from MsSQL Source to Arrow Destination.
+
+use crate::destinations::arrow::{ArrowDestination, ArrowDestinationError, ArrowTypeSystem};
+use crate::sources::mssql::{FloatN, IntN, MsSQLSource, MsSQLSourceError, MsSQLTypeSystem};
+use crate::typesystem::TypeConversion;
+use chrono::{DateTime, NaiveDate, NaiveDateTime, NaiveTime, Utc};
+use num_traits::ToPrimitive;
+use rust_decimal::Decimal;
+use thiserror::Error;
+use uuid::Uuid;
+
+/// Convert MsSQL data types to Arrow data types.
+pub struct MsSQLArrowTransport;
+
+#[derive(Error, Debug)]
+pub enum MsSQLArrowTransportError {
+    #[error(transparent)]
+    Source(#[from] MsSQLSourceError),
+
+    #[error(transparent)]
+    Destination(#[from] ArrowDestinationError),
+
+    #[error(transparent)]
+    ConnectorX(#[from] crate::errors::ConnectorXError),
+}
+
+impl_transport!(
+    name = MsSQLArrowTransport,
+    error = MsSQLArrowTransportError,
+    systems = MsSQLTypeSystem => ArrowTypeSystem,
+    route = MsSQLSource => ArrowDestination,
+    mappings = {
+        { Tinyint[u8]                   => Int64[i64]                | conversion auto }
+        { Smallint[i16]                 => Int64[i64]                | conversion auto }
+        { Int[i32]                      => Int64[i64]                | conversion auto }
+        { Bigint[i64]                   => Int64[i64]                | conversion auto }
+        { Intn[IntN]                    => Int64[i64]                | conversion option }
+        { Float24[f32]                  => Float32[f32]              | conversion auto }
+        { Float53[f64]                  => Float64[f64]              | conversion auto }
+        { Floatn[FloatN]                => Float64[f64]              | conversion option }
+        { Bit[bool]                     => Boolean[bool]             | conversion auto  }
+        { Nvarchar[&'r str]             => LargeUtf8[String]         | conversion owned }
+        { Varchar[&'r str]              => LargeUtf8[String]         | conversion none }
+        { Nchar[&'r str]                => LargeUtf8[String]         | conversion none }
+        { Char[&'r str]                 => LargeUtf8[String]         | conversion none }
+        { Text[&'r str]                 => LargeUtf8[String]         | conversion none }
+        { Ntext[&'r str]                => LargeUtf8[String]         | conversion none }
+        { Binary[&'r [u8]]              => LargeBinary[Vec<u8>]      | conversion owned }
+        { Varbinary[&'r [u8]]           => LargeBinary[Vec<u8>]      | conversion none }
+        { Image[&'r [u8]]               => LargeBinary[Vec<u8>]      | conversion none }
+        { Numeric[Decimal]              => Float64[f64]              | conversion option }
+        { Decimal[Decimal]              => Float64[f64]              | conversion none }
+        { Datetime[NaiveDateTime]       => Date64[NaiveDateTime]     | conversion auto }
+        { Datetime2[NaiveDateTime]      => Date64[NaiveDateTime]     | conversion none }
+        { Smalldatetime[NaiveDateTime]  => Date64[NaiveDateTime]     | conversion none }
+        { Date[NaiveDate]               => Date32[NaiveDate]         | conversion auto }
+        { Datetimeoffset[DateTime<Utc>] => DateTimeTz[DateTime<Utc>] | conversion auto }
+        { Uniqueidentifier[Uuid]        => LargeUtf8[String]         | conversion option }
+        { Time[NaiveTime]               => Time64[NaiveTime]         | conversion auto }
+        { SmallMoney[f32]               => Float32[f32]              | conversion none }
+        { Money[f64]                    => Float64[f64]              | conversion none }
+    }
+);
+
+impl TypeConversion<Uuid, String> for MsSQLArrowTransport {
+    fn convert(val: Uuid) -> String {
+        val.to_string()
+    }
+}
+
+impl TypeConversion<IntN, i64> for MsSQLArrowTransport {
+    fn convert(val: IntN) -> i64 {
+        val.0
+    }
+}
+
+impl TypeConversion<FloatN, f64> for MsSQLArrowTransport {
+    fn convert(val: FloatN) -> f64 {
+        val.0
+    }
+}
+
+impl TypeConversion<Decimal, f64> for MsSQLArrowTransport {
+    fn convert(val: Decimal) -> f64 {
+        val.to_f64()
+            .unwrap_or_else(|| panic!("cannot convert decimal {:?} to float64", val))
+    }
+}
diff --git a/connectorx/src/transports/mssql_arrow2.rs b/connectorx/src/transports/mssql_arrow2.rs
new file mode 100644
index 0000000..fa3370c
--- /dev/null
+++ b/connectorx/src/transports/mssql_arrow2.rs
@@ -0,0 +1,88 @@
+//! Transport from MsSQL Source to Arrow2 Destination.
+
+use crate::destinations::arrow2::{Arrow2Destination, Arrow2DestinationError, Arrow2TypeSystem};
+use crate::sources::mssql::{FloatN, IntN, MsSQLSource, MsSQLSourceError, MsSQLTypeSystem};
+use crate::typesystem::TypeConversion;
+use chrono::{DateTime, NaiveDate, NaiveDateTime, NaiveTime, Utc};
+use num_traits::ToPrimitive;
+use rust_decimal::Decimal;
+use thiserror::Error;
+use uuid::Uuid;
+
+/// Convert MsSQL data types to Arrow2 data types.
+pub struct MsSQLArrow2Transport;
+
+#[derive(Error, Debug)]
+pub enum MsSQLArrow2TransportError {
+    #[error(transparent)]
+    Source(#[from] MsSQLSourceError),
+
+    #[error(transparent)]
+    Destination(#[from] Arrow2DestinationError),
+
+    #[error(transparent)]
+    ConnectorX(#[from] crate::errors::ConnectorXError),
+}
+
+impl_transport!(
+    name = MsSQLArrow2Transport,
+    error = MsSQLArrow2TransportError,
+    systems = MsSQLTypeSystem => Arrow2TypeSystem,
+    route = MsSQLSource => Arrow2Destination,
+    mappings = {
+        { Tinyint[u8]                   => Int32[i32]                | conversion auto }
+        { Smallint[i16]                 => Int32[i32]                | conversion auto }
+        { Int[i32]                      => Int32[i32]                | conversion auto }
+        { Bigint[i64]                   => Int64[i64]                | conversion auto }
+        { Intn[IntN]                    => Int64[i64]                | conversion option }
+        { Float24[f32]                  => Float32[f32]              | conversion auto }
+        { Float53[f64]                  => Float64[f64]              | conversion auto }
+        { Floatn[FloatN]                => Float64[f64]              | conversion option }
+        { Bit[bool]                     => Boolean[bool]             | conversion auto  }
+        { Nvarchar[&'r str]             => LargeUtf8[String]         | conversion owned }
+        { Varchar[&'r str]              => LargeUtf8[String]         | conversion none }
+        { Nchar[&'r str]                => LargeUtf8[String]         | conversion none }
+        { Char[&'r str]                 => LargeUtf8[String]         | conversion none }
+        { Text[&'r str]                 => LargeUtf8[String]         | conversion none }
+        { Ntext[&'r str]                => LargeUtf8[String]         | conversion none }
+        { Binary[&'r [u8]]              => LargeBinary[Vec<u8>]      | conversion owned }
+        { Varbinary[&'r [u8]]           => LargeBinary[Vec<u8>]      | conversion none }
+        { Image[&'r [u8]]               => LargeBinary[Vec<u8>]      | conversion none }
+        { Numeric[Decimal]              => Float64[f64]              | conversion option }
+        { Decimal[Decimal]              => Float64[f64]              | conversion none }
+        { Datetime[NaiveDateTime]       => Date64[NaiveDateTime]     | conversion auto }
+        { Datetime2[NaiveDateTime]      => Date64[NaiveDateTime]     | conversion none }
+        { Smalldatetime[NaiveDateTime]  => Date64[NaiveDateTime]     | conversion none }
+        { Date[NaiveDate]               => Date32[NaiveDate]         | conversion auto }
+        { Datetimeoffset[DateTime<Utc>] => DateTimeTz[DateTime<Utc>] | conversion auto }
+        { Uniqueidentifier[Uuid]        => LargeUtf8[String]         | conversion option }
+        { Time[NaiveTime]               => Time64[NaiveTime]         | conversion auto }
+        { SmallMoney[f32]               => Float32[f32]              | conversion none }
+        { Money[f64]                    => Float64[f64]              | conversion none }
+    }
+);
+
+impl TypeConversion<Uuid, String> for MsSQLArrow2Transport {
+    fn convert(val: Uuid) -> String {
+        val.to_string()
+    }
+}
+
+impl TypeConversion<IntN, i64> for MsSQLArrow2Transport {
+    fn convert(val: IntN) -> i64 {
+        val.0
+    }
+}
+
+impl TypeConversion<FloatN, f64> for MsSQLArrow2Transport {
+    fn convert(val: FloatN) -> f64 {
+        val.0
+    }
+}
+
+impl TypeConversion<Decimal, f64> for MsSQLArrow2Transport {
+    fn convert(val: Decimal) -> f64 {
+        val.to_f64()
+            .unwrap_or_else(|| panic!("cannot convert decimal {:?} to float64", val))
+    }
+}
diff --git a/connectorx/src/transports/mssql_arrowstream.rs b/connectorx/src/transports/mssql_arrowstream.rs
new file mode 100644
index 0000000..9fa9ae9
--- /dev/null
+++ b/connectorx/src/transports/mssql_arrowstream.rs
@@ -0,0 +1,88 @@
+//! Transport from MsSQL Source to Arrow Destination.
+
+use crate::destinations::arrowstream::{ArrowDestination, ArrowDestinationError, ArrowTypeSystem};
+use crate::sources::mssql::{FloatN, IntN, MsSQLSource, MsSQLSourceError, MsSQLTypeSystem};
+use crate::typesystem::TypeConversion;
+use chrono::{DateTime, NaiveDate, NaiveDateTime, NaiveTime, Utc};
+use num_traits::ToPrimitive;
+use rust_decimal::Decimal;
+use thiserror::Error;
+use uuid::Uuid;
+
+/// Convert MsSQL data types to Arrow data types.
+pub struct MsSQLArrowTransport;
+
+#[derive(Error, Debug)]
+pub enum MsSQLArrowTransportError {
+    #[error(transparent)]
+    Source(#[from] MsSQLSourceError),
+
+    #[error(transparent)]
+    Destination(#[from] ArrowDestinationError),
+
+    #[error(transparent)]
+    ConnectorX(#[from] crate::errors::ConnectorXError),
+}
+
+impl_transport!(
+    name = MsSQLArrowTransport,
+    error = MsSQLArrowTransportError,
+    systems = MsSQLTypeSystem => ArrowTypeSystem,
+    route = MsSQLSource => ArrowDestination,
+    mappings = {
+        { Tinyint[u8]                   => Int64[i64]                | conversion auto }
+        { Smallint[i16]                 => Int64[i64]                | conversion auto }
+        { Int[i32]                      => Int64[i64]                | conversion auto }
+        { Bigint[i64]                   => Int64[i64]                | conversion auto }
+        { Intn[IntN]                    => Int64[i64]                | conversion option }
+        { Float24[f32]                  => Float32[f32]              | conversion auto }
+        { Float53[f64]                  => Float64[f64]              | conversion auto }
+        { Floatn[FloatN]                => Float64[f64]              | conversion option }
+        { Bit[bool]                     => Boolean[bool]             | conversion auto  }
+        { Nvarchar[&'r str]             => LargeUtf8[String]         | conversion owned }
+        { Varchar[&'r str]              => LargeUtf8[String]         | conversion none }
+        { Nchar[&'r str]                => LargeUtf8[String]         | conversion none }
+        { Char[&'r str]                 => LargeUtf8[String]         | conversion none }
+        { Text[&'r str]                 => LargeUtf8[String]         | conversion none }
+        { Ntext[&'r str]                => LargeUtf8[String]         | conversion none }
+        { Binary[&'r [u8]]              => LargeBinary[Vec<u8>]      | conversion owned }
+        { Varbinary[&'r [u8]]           => LargeBinary[Vec<u8>]      | conversion none }
+        { Image[&'r [u8]]               => LargeBinary[Vec<u8>]      | conversion none }
+        { Numeric[Decimal]              => Float64[f64]              | conversion option }
+        { Decimal[Decimal]              => Float64[f64]              | conversion none }
+        { Datetime[NaiveDateTime]       => Date64[NaiveDateTime]     | conversion auto }
+        { Datetime2[NaiveDateTime]      => Date64[NaiveDateTime]     | conversion none }
+        { Smalldatetime[NaiveDateTime]  => Date64[NaiveDateTime]     | conversion none }
+        { Date[NaiveDate]               => Date32[NaiveDate]         | conversion auto }
+        { Datetimeoffset[DateTime<Utc>] => DateTimeTz[DateTime<Utc>] | conversion auto }
+        { Uniqueidentifier[Uuid]        => LargeUtf8[String]         | conversion option }
+        { Time[NaiveTime]               => Time64[NaiveTime]         | conversion auto }
+        { SmallMoney[f32]               => Float32[f32]              | conversion none }
+        { Money[f64]                    => Float64[f64]              | conversion none }
+    }
+);
+
+impl TypeConversion<Uuid, String> for MsSQLArrowTransport {
+    fn convert(val: Uuid) -> String {
+        val.to_string()
+    }
+}
+
+impl TypeConversion<IntN, i64> for MsSQLArrowTransport {
+    fn convert(val: IntN) -> i64 {
+        val.0
+    }
+}
+
+impl TypeConversion<FloatN, f64> for MsSQLArrowTransport {
+    fn convert(val: FloatN) -> f64 {
+        val.0
+    }
+}
+
+impl TypeConversion<Decimal, f64> for MsSQLArrowTransport {
+    fn convert(val: Decimal) -> f64 {
+        val.to_f64()
+            .unwrap_or_else(|| panic!("cannot convert decimal {:?} to float64", val))
+    }
+}
diff --git a/connectorx/src/transports/mysql_arrow.rs b/connectorx/src/transports/mysql_arrow.rs
new file mode 100644
index 0000000..1885c05
--- /dev/null
+++ b/connectorx/src/transports/mysql_arrow.rs
@@ -0,0 +1,120 @@
+//! Transport from MySQL Source to Arrow Destination.
+
+use crate::{
+    destinations::arrow::{typesystem::ArrowTypeSystem, ArrowDestination, ArrowDestinationError},
+    impl_transport,
+    sources::mysql::{
+        BinaryProtocol, MySQLSource, MySQLSourceError, MySQLTypeSystem, TextProtocol,
+    },
+    typesystem::TypeConversion,
+};
+use chrono::{NaiveDate, NaiveDateTime, NaiveTime};
+use num_traits::ToPrimitive;
+use rust_decimal::Decimal;
+use serde_json::{to_string, Value};
+use std::marker::PhantomData;
+use thiserror::Error;
+
+#[derive(Error, Debug)]
+pub enum MySQLArrowTransportError {
+    #[error(transparent)]
+    Source(#[from] MySQLSourceError),
+
+    #[error(transparent)]
+    Destination(#[from] ArrowDestinationError),
+
+    #[error(transparent)]
+    ConnectorX(#[from] crate::errors::ConnectorXError),
+}
+
+/// Convert MySQL data types to Arrow data types.
+pub struct MySQLArrowTransport<P>(PhantomData<P>);
+
+impl_transport!(
+    name = MySQLArrowTransport<BinaryProtocol>,
+    error = MySQLArrowTransportError,
+    systems = MySQLTypeSystem => ArrowTypeSystem,
+    route = MySQLSource<BinaryProtocol> => ArrowDestination,
+    mappings = {
+        { Float[f32]                 => Float64[f64]            | conversion auto }
+        { Double[f64]                => Float64[f64]            | conversion auto }
+        { Tiny[i8]                   => Boolean[bool]           | conversion option }
+        { Short[i16]                 => Int64[i64]              | conversion auto }
+        { Int24[i32]                 => Int64[i64]              | conversion none }
+        { Long[i32]                  => Int64[i64]              | conversion auto }
+        { LongLong[i64]              => Int64[i64]              | conversion auto }
+        { UTiny[u8]                  => Int64[i64]              | conversion auto }
+        { UShort[u16]                => Int64[i64]              | conversion auto }
+        { ULong[u32]                 => Int64[i64]              | conversion auto }
+        { UInt24[u32]                => Int64[i64]              | conversion none }
+        { ULongLong[u64]             => Float64[f64]            | conversion auto }
+        { Date[NaiveDate]            => Date32[NaiveDate]       | conversion auto }
+        { Time[NaiveTime]            => Time64[NaiveTime]       | conversion auto }
+        { Datetime[NaiveDateTime]    => Date64[NaiveDateTime]   | conversion auto }
+        { Year[i16]                  => Int64[i64]              | conversion none}
+        { Timestamp[NaiveDateTime]   => Date64[NaiveDateTime]   | conversion none }
+        { Decimal[Decimal]           => Float64[f64]            | conversion option }
+        { VarChar[String]            => LargeUtf8[String]       | conversion auto }
+        { Char[String]               => LargeUtf8[String]       | conversion none }
+        { Enum[String]               => LargeUtf8[String]       | conversion none }
+        { TinyBlob[Vec<u8>]          => LargeBinary[Vec<u8>]    | conversion auto }
+        { Blob[Vec<u8>]              => LargeBinary[Vec<u8>]    | conversion none }
+        { MediumBlob[Vec<u8>]        => LargeBinary[Vec<u8>]    | conversion none }
+        { LongBlob[Vec<u8>]          => LargeBinary[Vec<u8>]    | conversion none }
+        { Json[Value]                => LargeUtf8[String]       | conversion option }
+    }
+);
+
+impl_transport!(
+    name = MySQLArrowTransport<TextProtocol>,
+    error = MySQLArrowTransportError,
+    systems = MySQLTypeSystem => ArrowTypeSystem,
+    route = MySQLSource<TextProtocol> => ArrowDestination,
+    mappings = {
+        { Float[f32]                 => Float64[f64]            | conversion auto }
+        { Double[f64]                => Float64[f64]            | conversion auto }
+        { Tiny[i8]                   => Boolean[bool]           | conversion option }
+        { Short[i16]                 => Int64[i64]              | conversion auto }
+        { Int24[i32]                 => Int64[i64]              | conversion none }
+        { Long[i32]                  => Int64[i64]              | conversion auto }
+        { LongLong[i64]              => Int64[i64]              | conversion auto }
+        { UTiny[u8]                  => Int64[i64]              | conversion auto }
+        { UShort[u16]                => Int64[i64]              | conversion auto }
+        { ULong[u32]                 => Int64[i64]              | conversion auto }
+        { UInt24[u32]                => Int64[i64]              | conversion none }
+        { ULongLong[u64]             => Float64[f64]            | conversion auto }
+        { Date[NaiveDate]            => Date32[NaiveDate]       | conversion auto }
+        { Time[NaiveTime]            => Time64[NaiveTime]       | conversion auto }
+        { Datetime[NaiveDateTime]    => Date64[NaiveDateTime]   | conversion auto }
+        { Year[i16]                  => Int64[i64]              | conversion none}
+        { Timestamp[NaiveDateTime]   => Date64[NaiveDateTime]   | conversion none }
+        { Decimal[Decimal]           => Float64[f64]            | conversion option }
+        { VarChar[String]            => LargeUtf8[String]       | conversion auto }
+        { Char[String]               => LargeUtf8[String]       | conversion none }
+        { Enum[String]               => LargeUtf8[String]       | conversion none }
+        { TinyBlob[Vec<u8>]          => LargeBinary[Vec<u8>]    | conversion auto }
+        { Blob[Vec<u8>]              => LargeBinary[Vec<u8>]    | conversion none }
+        { MediumBlob[Vec<u8>]        => LargeBinary[Vec<u8>]    | conversion none }
+        { LongBlob[Vec<u8>]          => LargeBinary[Vec<u8>]    | conversion none }
+        { Json[Value]                => LargeUtf8[String]       | conversion option }
+    }
+);
+
+impl<P> TypeConversion<Decimal, f64> for MySQLArrowTransport<P> {
+    fn convert(val: Decimal) -> f64 {
+        val.to_f64()
+            .unwrap_or_else(|| panic!("cannot convert decimal {:?} to float64", val))
+    }
+}
+
+impl<P> TypeConversion<Value, String> for MySQLArrowTransport<P> {
+    fn convert(val: Value) -> String {
+        to_string(&val).unwrap()
+    }
+}
+
+impl<P> TypeConversion<i8, bool> for MySQLArrowTransport<P> {
+    fn convert(val: i8) -> bool {
+        val != 0
+    }
+}
diff --git a/connectorx/src/transports/mysql_arrow2.rs b/connectorx/src/transports/mysql_arrow2.rs
new file mode 100644
index 0000000..23145be
--- /dev/null
+++ b/connectorx/src/transports/mysql_arrow2.rs
@@ -0,0 +1,116 @@
+//! Transport from MySQL Source to Arrow2 Destination.
+
+use crate::{
+    destinations::arrow2::{
+        typesystem::Arrow2TypeSystem, Arrow2Destination, Arrow2DestinationError,
+    },
+    impl_transport,
+    sources::mysql::{
+        BinaryProtocol, MySQLSource, MySQLSourceError, MySQLTypeSystem, TextProtocol,
+    },
+    typesystem::TypeConversion,
+};
+use chrono::{NaiveDate, NaiveDateTime, NaiveTime};
+use num_traits::ToPrimitive;
+use rust_decimal::Decimal;
+use serde_json::{to_string, Value};
+use std::marker::PhantomData;
+use thiserror::Error;
+
+#[derive(Error, Debug)]
+pub enum MySQLArrow2TransportError {
+    #[error(transparent)]
+    Source(#[from] MySQLSourceError),
+
+    #[error(transparent)]
+    Destination(#[from] Arrow2DestinationError),
+
+    #[error(transparent)]
+    ConnectorX(#[from] crate::errors::ConnectorXError),
+}
+
+/// Convert MySQL data types to Arrow2 data types.
+pub struct MySQLArrow2Transport<P>(PhantomData<P>);
+
+impl_transport!(
+    name = MySQLArrow2Transport<BinaryProtocol>,
+    error = MySQLArrow2TransportError,
+    systems = MySQLTypeSystem => Arrow2TypeSystem,
+    route = MySQLSource<BinaryProtocol> => Arrow2Destination,
+    mappings = {
+        { Float[f32]                 => Float64[f64]            | conversion auto }
+        { Double[f64]                => Float64[f64]            | conversion auto }
+        { Tiny[i8]                   => Int64[i64]              | conversion auto }
+        { Short[i16]                 => Int64[i64]              | conversion auto }
+        { Int24[i32]                 => Int64[i64]              | conversion none }
+        { Long[i32]                  => Int64[i64]              | conversion auto }
+        { LongLong[i64]              => Int64[i64]              | conversion auto }
+        { UTiny[u8]                  => Int64[i64]              | conversion auto }
+        { UShort[u16]                => Int64[i64]              | conversion auto }
+        { ULong[u32]                 => Int64[i64]              | conversion auto }
+        { UInt24[u32]                => Int64[i64]              | conversion none }
+        { ULongLong[u64]             => Float64[f64]            | conversion auto }
+        { Date[NaiveDate]            => Date32[NaiveDate]       | conversion auto }
+        { Time[NaiveTime]            => Time64[NaiveTime]       | conversion auto }
+        { Datetime[NaiveDateTime]    => Date64[NaiveDateTime]   | conversion auto }
+        { Year[i16]                  => Int64[i64]              | conversion none}
+        { Timestamp[NaiveDateTime]   => Date64[NaiveDateTime]   | conversion none }
+        { Decimal[Decimal]           => Float64[f64]            | conversion option }
+        { VarChar[String]            => LargeUtf8[String]       | conversion auto }
+        { Char[String]               => LargeUtf8[String]       | conversion none }
+        { Enum[String]               => LargeUtf8[String]       | conversion none }
+        { Json[Value]                => LargeUtf8[String]       | conversion option }
+        { TinyBlob[Vec<u8>]          => LargeBinary[Vec<u8>]    | conversion auto }
+        { Blob[Vec<u8>]              => LargeBinary[Vec<u8>]    | conversion none }
+        { MediumBlob[Vec<u8>]        => LargeBinary[Vec<u8>]    | conversion none }
+        { LongBlob[Vec<u8>]          => LargeBinary[Vec<u8>]    | conversion none }
+    }
+);
+
+impl_transport!(
+    name = MySQLArrow2Transport<TextProtocol>,
+    error = MySQLArrow2TransportError,
+    systems = MySQLTypeSystem => Arrow2TypeSystem,
+    route = MySQLSource<TextProtocol> => Arrow2Destination,
+    mappings = {
+        { Float[f32]                 => Float64[f64]            | conversion auto }
+        { Double[f64]                => Float64[f64]            | conversion auto }
+        { Tiny[i8]                   => Int64[i64]              | conversion auto }
+        { Short[i16]                 => Int64[i64]              | conversion auto }
+        { Int24[i32]                 => Int64[i64]              | conversion none }
+        { Long[i32]                  => Int64[i64]              | conversion auto }
+        { LongLong[i64]              => Int64[i64]              | conversion auto }
+        { UTiny[u8]                  => Int64[i64]              | conversion auto }
+        { UShort[u16]                => Int64[i64]              | conversion auto }
+        { ULong[u32]                 => Int64[i64]              | conversion auto }
+        { UInt24[u32]                => Int64[i64]              | conversion none }
+        { ULongLong[u64]             => Float64[f64]            | conversion auto }
+        { Date[NaiveDate]            => Date32[NaiveDate]       | conversion auto }
+        { Time[NaiveTime]            => Time64[NaiveTime]       | conversion auto }
+        { Datetime[NaiveDateTime]    => Date64[NaiveDateTime]   | conversion auto }
+        { Year[i16]                  => Int64[i64]              | conversion none}
+        { Timestamp[NaiveDateTime]   => Date64[NaiveDateTime]   | conversion none }
+        { Decimal[Decimal]           => Float64[f64]            | conversion option }
+        { VarChar[String]            => LargeUtf8[String]       | conversion auto }
+        { Char[String]               => LargeUtf8[String]       | conversion none }
+        { Enum[String]               => LargeUtf8[String]       | conversion none }
+        { Json[Value]                => LargeUtf8[String]       | conversion option }
+        { TinyBlob[Vec<u8>]          => LargeBinary[Vec<u8>]    | conversion auto }
+        { Blob[Vec<u8>]              => LargeBinary[Vec<u8>]    | conversion none }
+        { MediumBlob[Vec<u8>]        => LargeBinary[Vec<u8>]    | conversion none }
+        { LongBlob[Vec<u8>]          => LargeBinary[Vec<u8>]    | conversion none }
+    }
+);
+
+impl<P> TypeConversion<Decimal, f64> for MySQLArrow2Transport<P> {
+    fn convert(val: Decimal) -> f64 {
+        val.to_f64()
+            .unwrap_or_else(|| panic!("cannot convert decimal {:?} to float64", val))
+    }
+}
+
+impl<P> TypeConversion<Value, String> for MySQLArrow2Transport<P> {
+    fn convert(val: Value) -> String {
+        to_string(&val).unwrap()
+    }
+}
diff --git a/connectorx/src/transports/mysql_arrowstream.rs b/connectorx/src/transports/mysql_arrowstream.rs
new file mode 100644
index 0000000..0d0bccd
--- /dev/null
+++ b/connectorx/src/transports/mysql_arrowstream.rs
@@ -0,0 +1,122 @@
+//! Transport from MySQL Source to Arrow Destination.
+
+use crate::{
+    destinations::arrowstream::{
+        typesystem::ArrowTypeSystem, ArrowDestination, ArrowDestinationError,
+    },
+    impl_transport,
+    sources::mysql::{
+        BinaryProtocol, MySQLSource, MySQLSourceError, MySQLTypeSystem, TextProtocol,
+    },
+    typesystem::TypeConversion,
+};
+use chrono::{NaiveDate, NaiveDateTime, NaiveTime};
+use num_traits::ToPrimitive;
+use rust_decimal::Decimal;
+use serde_json::{to_string, Value};
+use std::marker::PhantomData;
+use thiserror::Error;
+
+#[derive(Error, Debug)]
+pub enum MySQLArrowTransportError {
+    #[error(transparent)]
+    Source(#[from] MySQLSourceError),
+
+    #[error(transparent)]
+    Destination(#[from] ArrowDestinationError),
+
+    #[error(transparent)]
+    ConnectorX(#[from] crate::errors::ConnectorXError),
+}
+
+/// Convert MySQL data types to Arrow data types.
+pub struct MySQLArrowTransport<P>(PhantomData<P>);
+
+impl_transport!(
+    name = MySQLArrowTransport<BinaryProtocol>,
+    error = MySQLArrowTransportError,
+    systems = MySQLTypeSystem => ArrowTypeSystem,
+    route = MySQLSource<BinaryProtocol> => ArrowDestination,
+    mappings = {
+        { Float[f32]                 => Float64[f64]            | conversion auto }
+        { Double[f64]                => Float64[f64]            | conversion auto }
+        { Tiny[i8]                   => Boolean[bool]           | conversion option }
+        { Short[i16]                 => Int64[i64]              | conversion auto }
+        { Int24[i32]                 => Int64[i64]              | conversion none }
+        { Long[i32]                  => Int64[i64]              | conversion auto }
+        { LongLong[i64]              => Int64[i64]              | conversion auto }
+        { UTiny[u8]                  => Int64[i64]              | conversion auto }
+        { UShort[u16]                => Int64[i64]              | conversion auto }
+        { ULong[u32]                 => Int64[i64]              | conversion auto }
+        { UInt24[u32]                => Int64[i64]              | conversion none }
+        { ULongLong[u64]             => Float64[f64]            | conversion auto }
+        { Date[NaiveDate]            => Date32[NaiveDate]       | conversion auto }
+        { Time[NaiveTime]            => Time64[NaiveTime]       | conversion auto }
+        { Datetime[NaiveDateTime]    => Date64[NaiveDateTime]   | conversion auto }
+        { Year[i16]                  => Int64[i64]              | conversion none}
+        { Timestamp[NaiveDateTime]   => Date64[NaiveDateTime]   | conversion none }
+        { Decimal[Decimal]           => Float64[f64]            | conversion option }
+        { VarChar[String]            => LargeUtf8[String]       | conversion auto }
+        { Char[String]               => LargeUtf8[String]       | conversion none }
+        { Enum[String]               => LargeUtf8[String]       | conversion none }
+        { TinyBlob[Vec<u8>]          => LargeBinary[Vec<u8>]    | conversion auto }
+        { Blob[Vec<u8>]              => LargeBinary[Vec<u8>]    | conversion none }
+        { MediumBlob[Vec<u8>]        => LargeBinary[Vec<u8>]    | conversion none }
+        { LongBlob[Vec<u8>]          => LargeBinary[Vec<u8>]    | conversion none }
+        { Json[Value]                => LargeUtf8[String]       | conversion option }
+    }
+);
+
+impl_transport!(
+    name = MySQLArrowTransport<TextProtocol>,
+    error = MySQLArrowTransportError,
+    systems = MySQLTypeSystem => ArrowTypeSystem,
+    route = MySQLSource<TextProtocol> => ArrowDestination,
+    mappings = {
+        { Float[f32]                 => Float64[f64]            | conversion auto }
+        { Double[f64]                => Float64[f64]            | conversion auto }
+        { Tiny[i8]                   => Boolean[bool]           | conversion option }
+        { Short[i16]                 => Int64[i64]              | conversion auto }
+        { Int24[i32]                 => Int64[i64]              | conversion none }
+        { Long[i32]                  => Int64[i64]              | conversion auto }
+        { LongLong[i64]              => Int64[i64]              | conversion auto }
+        { UTiny[u8]                  => Int64[i64]              | conversion auto }
+        { UShort[u16]                => Int64[i64]              | conversion auto }
+        { ULong[u32]                 => Int64[i64]              | conversion auto }
+        { UInt24[u32]                => Int64[i64]              | conversion none }
+        { ULongLong[u64]             => Float64[f64]            | conversion auto }
+        { Date[NaiveDate]            => Date32[NaiveDate]       | conversion auto }
+        { Time[NaiveTime]            => Time64[NaiveTime]       | conversion auto }
+        { Datetime[NaiveDateTime]    => Date64[NaiveDateTime]   | conversion auto }
+        { Year[i16]                  => Int64[i64]              | conversion none}
+        { Timestamp[NaiveDateTime]   => Date64[NaiveDateTime]   | conversion none }
+        { Decimal[Decimal]           => Float64[f64]            | conversion option }
+        { VarChar[String]            => LargeUtf8[String]       | conversion auto }
+        { Char[String]               => LargeUtf8[String]       | conversion none }
+        { Enum[String]               => LargeUtf8[String]       | conversion none }
+        { TinyBlob[Vec<u8>]          => LargeBinary[Vec<u8>]    | conversion auto }
+        { Blob[Vec<u8>]              => LargeBinary[Vec<u8>]    | conversion none }
+        { MediumBlob[Vec<u8>]        => LargeBinary[Vec<u8>]    | conversion none }
+        { LongBlob[Vec<u8>]          => LargeBinary[Vec<u8>]    | conversion none }
+        { Json[Value]                => LargeUtf8[String]       | conversion option }
+    }
+);
+
+impl<P> TypeConversion<Decimal, f64> for MySQLArrowTransport<P> {
+    fn convert(val: Decimal) -> f64 {
+        val.to_f64()
+            .unwrap_or_else(|| panic!("cannot convert decimal {:?} to float64", val))
+    }
+}
+
+impl<P> TypeConversion<Value, String> for MySQLArrowTransport<P> {
+    fn convert(val: Value) -> String {
+        to_string(&val).unwrap()
+    }
+}
+
+impl<P> TypeConversion<i8, bool> for MySQLArrowTransport<P> {
+    fn convert(val: i8) -> bool {
+        val != 0
+    }
+}
diff --git a/connectorx/src/transports/oracle_arrow.rs b/connectorx/src/transports/oracle_arrow.rs
new file mode 100644
index 0000000..7f08297
--- /dev/null
+++ b/connectorx/src/transports/oracle_arrow.rs
@@ -0,0 +1,45 @@
+use crate::{
+    destinations::arrow::{typesystem::ArrowTypeSystem, ArrowDestination, ArrowDestinationError},
+    impl_transport,
+    sources::oracle::{OracleSource, OracleSourceError, OracleTypeSystem},
+    typesystem::TypeConversion,
+};
+use chrono::{DateTime, NaiveDateTime, Utc};
+use thiserror::Error;
+
+#[derive(Error, Debug)]
+pub enum OracleArrowTransportError {
+    #[error(transparent)]
+    Source(#[from] OracleSourceError),
+
+    #[error(transparent)]
+    Destination(#[from] ArrowDestinationError),
+
+    #[error(transparent)]
+    ConnectorX(#[from] crate::errors::ConnectorXError),
+}
+
+pub struct OracleArrowTransport;
+
+impl_transport!(
+    name = OracleArrowTransport,
+    error = OracleArrowTransportError,
+    systems = OracleTypeSystem => ArrowTypeSystem,
+    route = OracleSource => ArrowDestination,
+    mappings = {
+        { NumFloat[f64]              => Float64[f64]               | conversion auto }
+        { Float[f64]                 => Float64[f64]               | conversion none }
+        { BinaryFloat[f64]           => Float64[f64]               | conversion none }
+        { BinaryDouble[f64]          => Float64[f64]               | conversion none }
+        { NumInt[i64]                => Int64[i64]                 | conversion auto }
+        { Blob[Vec<u8>]              => LargeBinary[Vec<u8>]       | conversion auto }
+        { Clob[String]               => LargeUtf8[String]          | conversion none }
+        { VarChar[String]            => LargeUtf8[String]          | conversion auto }
+        { Char[String]               => LargeUtf8[String]          | conversion none }
+        { NVarChar[String]           => LargeUtf8[String]          | conversion none }
+        { NChar[String]              => LargeUtf8[String]          | conversion none }
+        { Date[NaiveDateTime]        => Date64[NaiveDateTime]      | conversion auto }
+        { Timestamp[NaiveDateTime]   => Date64[NaiveDateTime]      | conversion none }
+        { TimestampTz[DateTime<Utc>] => DateTimeTz[DateTime<Utc>]  | conversion auto }
+    }
+);
diff --git a/connectorx/src/transports/oracle_arrow2.rs b/connectorx/src/transports/oracle_arrow2.rs
new file mode 100644
index 0000000..7e351fb
--- /dev/null
+++ b/connectorx/src/transports/oracle_arrow2.rs
@@ -0,0 +1,47 @@
+use crate::{
+    destinations::arrow2::{
+        typesystem::Arrow2TypeSystem, Arrow2Destination, Arrow2DestinationError,
+    },
+    impl_transport,
+    sources::oracle::{OracleSource, OracleSourceError, OracleTypeSystem},
+    typesystem::TypeConversion,
+};
+use chrono::{DateTime, NaiveDateTime, Utc};
+use thiserror::Error;
+
+#[derive(Error, Debug)]
+pub enum OracleArrow2TransportError {
+    #[error(transparent)]
+    Source(#[from] OracleSourceError),
+
+    #[error(transparent)]
+    Destination(#[from] Arrow2DestinationError),
+
+    #[error(transparent)]
+    ConnectorX(#[from] crate::errors::ConnectorXError),
+}
+
+pub struct OracleArrow2Transport;
+
+impl_transport!(
+    name = OracleArrow2Transport,
+    error = OracleArrow2TransportError,
+    systems = OracleTypeSystem => Arrow2TypeSystem,
+    route = OracleSource => Arrow2Destination,
+    mappings = {
+        { NumFloat[f64]                 => Float64[f64]                 | conversion auto }
+        { Float[f64]                    => Float64[f64]                 | conversion none }
+        { BinaryFloat[f64]              => Float64[f64]                 | conversion none }
+        { BinaryDouble[f64]             => Float64[f64]                 | conversion none }
+        { NumInt[i64]                   => Int64[i64]                   | conversion auto }
+        { Blob[Vec<u8>]                 => LargeBinary[Vec<u8>]         | conversion auto }
+        { Clob[String]                  => LargeUtf8[String]            | conversion none }
+        { VarChar[String]               => LargeUtf8[String]            | conversion auto }
+        { Char[String]                  => LargeUtf8[String]            | conversion none }
+        { NVarChar[String]              => LargeUtf8[String]            | conversion none }
+        { NChar[String]                 => LargeUtf8[String]            | conversion none }
+        { Date[NaiveDateTime]           => Date64[NaiveDateTime]        | conversion auto }
+        { Timestamp[NaiveDateTime]      => Date64[NaiveDateTime]        | conversion none }
+        { TimestampTz[DateTime<Utc>]    => DateTimeTz[DateTime<Utc>]    | conversion auto }
+    }
+);
diff --git a/connectorx/src/transports/oracle_arrowstream.rs b/connectorx/src/transports/oracle_arrowstream.rs
new file mode 100644
index 0000000..c6f53bc
--- /dev/null
+++ b/connectorx/src/transports/oracle_arrowstream.rs
@@ -0,0 +1,47 @@
+use crate::{
+    destinations::arrowstream::{
+        typesystem::ArrowTypeSystem, ArrowDestination, ArrowDestinationError,
+    },
+    impl_transport,
+    sources::oracle::{OracleSource, OracleSourceError, OracleTypeSystem},
+    typesystem::TypeConversion,
+};
+use chrono::{DateTime, NaiveDateTime, Utc};
+use thiserror::Error;
+
+#[derive(Error, Debug)]
+pub enum OracleArrowTransportError {
+    #[error(transparent)]
+    Source(#[from] OracleSourceError),
+
+    #[error(transparent)]
+    Destination(#[from] ArrowDestinationError),
+
+    #[error(transparent)]
+    ConnectorX(#[from] crate::errors::ConnectorXError),
+}
+
+pub struct OracleArrowTransport;
+
+impl_transport!(
+    name = OracleArrowTransport,
+    error = OracleArrowTransportError,
+    systems = OracleTypeSystem => ArrowTypeSystem,
+    route = OracleSource => ArrowDestination,
+    mappings = {
+        { NumFloat[f64]              => Float64[f64]               | conversion auto }
+        { Float[f64]                 => Float64[f64]               | conversion none }
+        { BinaryFloat[f64]           => Float64[f64]               | conversion none }
+        { BinaryDouble[f64]          => Float64[f64]               | conversion none }
+        { NumInt[i64]                => Int64[i64]                 | conversion auto }
+        { Blob[Vec<u8>]              => LargeBinary[Vec<u8>]       | conversion auto }
+        { Clob[String]               => LargeUtf8[String]          | conversion none }
+        { VarChar[String]            => LargeUtf8[String]          | conversion auto }
+        { Char[String]               => LargeUtf8[String]          | conversion none }
+        { NVarChar[String]           => LargeUtf8[String]          | conversion none }
+        { NChar[String]              => LargeUtf8[String]          | conversion none }
+        { Date[NaiveDateTime]        => Date64[NaiveDateTime]      | conversion auto }
+        { Timestamp[NaiveDateTime]   => Date64[NaiveDateTime]      | conversion none }
+        { TimestampTz[DateTime<Utc>] => DateTimeTz[DateTime<Utc>]  | conversion auto }
+    }
+);
diff --git a/connectorx/src/transports/postgres_arrow.rs b/connectorx/src/transports/postgres_arrow.rs
new file mode 100644
index 0000000..73c076f
--- /dev/null
+++ b/connectorx/src/transports/postgres_arrow.rs
@@ -0,0 +1,95 @@
+//! Transport from Postgres Source to Arrow Destination.
+
+use crate::destinations::arrow::{
+    typesystem::ArrowTypeSystem, ArrowDestination, ArrowDestinationError,
+};
+use crate::sources::postgres::{
+    BinaryProtocol, CSVProtocol, CursorProtocol, PostgresSource, PostgresSourceError,
+    PostgresTypeSystem, SimpleProtocol,
+};
+use crate::typesystem::TypeConversion;
+use chrono::{DateTime, NaiveDate, NaiveDateTime, NaiveTime, Utc};
+use num_traits::ToPrimitive;
+use postgres::NoTls;
+use postgres_openssl::MakeTlsConnector;
+use rust_decimal::Decimal;
+use serde_json::Value;
+use std::marker::PhantomData;
+use thiserror::Error;
+use uuid::Uuid;
+
+#[derive(Error, Debug)]
+pub enum PostgresArrowTransportError {
+    #[error(transparent)]
+    Source(#[from] PostgresSourceError),
+
+    #[error(transparent)]
+    Destination(#[from] ArrowDestinationError),
+
+    #[error(transparent)]
+    ConnectorX(#[from] crate::errors::ConnectorXError),
+}
+
+/// Convert Postgres data types to Arrow data types.
+pub struct PostgresArrowTransport<P, C>(PhantomData<P>, PhantomData<C>);
+
+macro_rules! impl_postgres_transport {
+    ($proto:ty, $tls:ty) => {
+        impl_transport!(
+            name = PostgresArrowTransport<$proto, $tls>,
+            error = PostgresArrowTransportError,
+            systems = PostgresTypeSystem => ArrowTypeSystem,
+            route = PostgresSource<$proto, $tls> => ArrowDestination,
+            mappings = {
+                { Float4[f32]                => Float64[f64]              | conversion auto }
+                { Float8[f64]                => Float64[f64]              | conversion auto }
+                { Numeric[Decimal]           => Float64[f64]              | conversion option }
+                { Int2[i16]                  => Int64[i64]                | conversion auto }
+                { Int4[i32]                  => Int64[i64]                | conversion auto }
+                { Int8[i64]                  => Int64[i64]                | conversion auto }
+                { Bool[bool]                 => Boolean[bool]             | conversion auto  }
+                { Text[&'r str]              => LargeUtf8[String]         | conversion owned }
+                { BpChar[&'r str]            => LargeUtf8[String]         | conversion none }
+                { VarChar[&'r str]           => LargeUtf8[String]         | conversion none }
+                { Name[&'r str]              => LargeUtf8[String]         | conversion none }
+                { Timestamp[NaiveDateTime]   => Date64[NaiveDateTime]     | conversion auto }
+                { Date[NaiveDate]            => Date32[NaiveDate]         | conversion auto }
+                { Time[NaiveTime]            => Time64[NaiveTime]         | conversion auto }
+                { TimestampTz[DateTime<Utc>] => DateTimeTz[DateTime<Utc>] | conversion auto }
+                { UUID[Uuid]                 => LargeUtf8[String]         | conversion option }
+                { Char[&'r str]              => LargeUtf8[String]         | conversion none }
+                { ByteA[Vec<u8>]             => LargeBinary[Vec<u8>]      | conversion auto }
+                { JSON[Value]                => LargeUtf8[String]         | conversion option }
+                { JSONB[Value]               => LargeUtf8[String]         | conversion none }
+            }
+        );
+    }
+}
+
+impl_postgres_transport!(BinaryProtocol, NoTls);
+impl_postgres_transport!(BinaryProtocol, MakeTlsConnector);
+impl_postgres_transport!(CSVProtocol, NoTls);
+impl_postgres_transport!(CSVProtocol, MakeTlsConnector);
+impl_postgres_transport!(CursorProtocol, NoTls);
+impl_postgres_transport!(CursorProtocol, MakeTlsConnector);
+impl_postgres_transport!(SimpleProtocol, NoTls);
+impl_postgres_transport!(SimpleProtocol, MakeTlsConnector);
+
+impl<P, C> TypeConversion<Uuid, String> for PostgresArrowTransport<P, C> {
+    fn convert(val: Uuid) -> String {
+        val.to_string()
+    }
+}
+
+impl<P, C> TypeConversion<Decimal, f64> for PostgresArrowTransport<P, C> {
+    fn convert(val: Decimal) -> f64 {
+        val.to_f64()
+            .unwrap_or_else(|| panic!("cannot convert decimal {:?} to float64", val))
+    }
+}
+
+impl<P, C> TypeConversion<Value, String> for PostgresArrowTransport<P, C> {
+    fn convert(val: Value) -> String {
+        val.to_string()
+    }
+}
diff --git a/connectorx/src/transports/postgres_arrow2.rs b/connectorx/src/transports/postgres_arrow2.rs
new file mode 100644
index 0000000..7d3f31a
--- /dev/null
+++ b/connectorx/src/transports/postgres_arrow2.rs
@@ -0,0 +1,117 @@
+//! Transport from Postgres Source to Arrow2 Destination.
+
+use crate::destinations::arrow2::{
+    typesystem::Arrow2TypeSystem, Arrow2Destination, Arrow2DestinationError,
+};
+use crate::sources::postgres::{
+    BinaryProtocol, CSVProtocol, CursorProtocol, PostgresSource, PostgresSourceError,
+    PostgresTypeSystem, SimpleProtocol,
+};
+use crate::typesystem::TypeConversion;
+use chrono::{DateTime, NaiveDate, NaiveDateTime, NaiveTime, Utc};
+use num_traits::ToPrimitive;
+use postgres::NoTls;
+use postgres_openssl::MakeTlsConnector;
+use rust_decimal::Decimal;
+use serde_json::Value;
+use std::marker::PhantomData;
+use thiserror::Error;
+use uuid::Uuid;
+
+#[derive(Error, Debug)]
+pub enum PostgresArrow2TransportError {
+    #[error(transparent)]
+    Source(#[from] PostgresSourceError),
+
+    #[error(transparent)]
+    Destination(#[from] Arrow2DestinationError),
+
+    #[error(transparent)]
+    ConnectorX(#[from] crate::errors::ConnectorXError),
+}
+
+/// Convert Postgres data types to Arrow2 data types.
+pub struct PostgresArrow2Transport<P, C>(PhantomData<P>, PhantomData<C>);
+
+macro_rules! impl_postgres_transport {
+    ($proto:ty, $tls:ty) => {
+        impl_transport!(
+            name = PostgresArrow2Transport<$proto, $tls>,
+            error = PostgresArrow2TransportError,
+            systems = PostgresTypeSystem => Arrow2TypeSystem,
+            route = PostgresSource<$proto, $tls> => Arrow2Destination,
+            mappings = {
+                { Float4[f32]                       => Float32[f32]                | conversion auto }
+                { Float8[f64]                       => Float64[f64]                | conversion auto }
+                { Numeric[Decimal]                  => Float64[f64]                | conversion option }
+                { Int2[i16]                         => Int32[i32]                  | conversion auto }
+                { Int4[i32]                         => Int32[i32]                  | conversion auto }
+                { Int8[i64]                         => Int64[i64]                  | conversion auto }
+                { Bool[bool]                        => Boolean[bool]               | conversion auto  }
+                { Text[&'r str]                     => LargeUtf8[String]           | conversion owned }
+                { BpChar[&'r str]                   => LargeUtf8[String]           | conversion none }
+                { VarChar[&'r str]                  => LargeUtf8[String]           | conversion none }
+                { Enum[&'r str]                     => LargeUtf8[String]           | conversion none }
+                { Name[&'r str]                     => LargeUtf8[String]           | conversion none }
+                { Timestamp[NaiveDateTime]          => Date64[NaiveDateTime]       | conversion auto }
+                { Date[NaiveDate]                   => Date32[NaiveDate]           | conversion auto }
+                { Time[NaiveTime]                   => Time64[NaiveTime]           | conversion auto }
+                { TimestampTz[DateTime<Utc>]        => DateTimeTz[DateTime<Utc>]   | conversion auto }
+                { UUID[Uuid]                        => LargeUtf8[String]           | conversion option }
+                { Char[&'r str]                     => LargeUtf8[String]           | conversion none }
+                { ByteA[Vec<u8>]                    => LargeBinary[Vec<u8>]        | conversion auto }
+                { JSON[Value]                       => LargeUtf8[String]           | conversion option }
+                { JSONB[Value]                      => LargeUtf8[String]           | conversion none }
+                { BoolArray[Vec<bool>]              => BoolArray[Vec<bool>]        | conversion auto_vec }
+                { Int2Array[Vec<i16>]               => Int64Array[Vec<i64>]        | conversion auto_vec }
+                { Int4Array[Vec<i32>]               => Int64Array[Vec<i64>]        | conversion auto_vec }
+                { Int8Array[Vec<i64>]               => Int64Array[Vec<i64>]        | conversion auto }
+                { Float4Array[Vec<f32>]             => Float64Array[Vec<f64>]      | conversion auto_vec }
+                { Float8Array[Vec<f64>]             => Float64Array[Vec<f64>]      | conversion auto }
+                { NumericArray[Vec<Decimal>]        => Float64Array[Vec<f64>]      | conversion option }
+                { VarcharArray[Vec<String>]        => Utf8Array[Vec<String>]      | conversion none }
+                { TextArray[Vec<String>]        => Utf8Array[Vec<String>]      | conversion auto }
+
+            }
+        );
+    }
+}
+
+impl_postgres_transport!(BinaryProtocol, NoTls);
+impl_postgres_transport!(BinaryProtocol, MakeTlsConnector);
+impl_postgres_transport!(CSVProtocol, NoTls);
+impl_postgres_transport!(CSVProtocol, MakeTlsConnector);
+impl_postgres_transport!(CursorProtocol, NoTls);
+impl_postgres_transport!(CursorProtocol, MakeTlsConnector);
+impl_postgres_transport!(SimpleProtocol, NoTls);
+impl_postgres_transport!(SimpleProtocol, MakeTlsConnector);
+
+impl<P, C> TypeConversion<Uuid, String> for PostgresArrow2Transport<P, C> {
+    fn convert(val: Uuid) -> String {
+        val.to_string()
+    }
+}
+
+impl<P, C> TypeConversion<Decimal, f64> for PostgresArrow2Transport<P, C> {
+    fn convert(val: Decimal) -> f64 {
+        val.to_f64()
+            .unwrap_or_else(|| panic!("cannot convert decimal {:?} to float64", val))
+    }
+}
+
+impl<P, C> TypeConversion<Vec<Decimal>, Vec<f64>> for PostgresArrow2Transport<P, C> {
+    fn convert(val: Vec<Decimal>) -> Vec<f64> {
+        val.into_iter()
+            .map(|v| {
+                v.to_f64()
+                    .unwrap_or_else(|| panic!("cannot convert decimal {:?} to float64", v))
+            })
+            .collect()
+    }
+}
+
+impl<P, C> TypeConversion<Value, String> for PostgresArrow2Transport<P, C> {
+    fn convert(val: Value) -> String {
+        val.to_string()
+    }
+}
diff --git a/connectorx/src/transports/postgres_arrowstream.rs b/connectorx/src/transports/postgres_arrowstream.rs
new file mode 100644
index 0000000..7d1c20d
--- /dev/null
+++ b/connectorx/src/transports/postgres_arrowstream.rs
@@ -0,0 +1,95 @@
+//! Transport from Postgres Source to Arrow Destination.
+
+use crate::destinations::arrowstream::{
+    typesystem::ArrowTypeSystem, ArrowDestination, ArrowDestinationError,
+};
+use crate::sources::postgres::{
+    BinaryProtocol, CSVProtocol, CursorProtocol, PostgresSource, PostgresSourceError,
+    PostgresTypeSystem, SimpleProtocol,
+};
+use crate::typesystem::TypeConversion;
+use chrono::{DateTime, NaiveDate, NaiveDateTime, NaiveTime, Utc};
+use num_traits::ToPrimitive;
+use postgres::NoTls;
+use postgres_openssl::MakeTlsConnector;
+use rust_decimal::Decimal;
+use serde_json::Value;
+use std::marker::PhantomData;
+use thiserror::Error;
+use uuid::Uuid;
+
+#[derive(Error, Debug)]
+pub enum PostgresArrowTransportError {
+    #[error(transparent)]
+    Source(#[from] PostgresSourceError),
+
+    #[error(transparent)]
+    Destination(#[from] ArrowDestinationError),
+
+    #[error(transparent)]
+    ConnectorX(#[from] crate::errors::ConnectorXError),
+}
+
+/// Convert Postgres data types to Arrow data types.
+pub struct PostgresArrowTransport<P, C>(PhantomData<P>, PhantomData<C>);
+
+macro_rules! impl_postgres_transport {
+    ($proto:ty, $tls:ty) => {
+        impl_transport!(
+            name = PostgresArrowTransport<$proto, $tls>,
+            error = PostgresArrowTransportError,
+            systems = PostgresTypeSystem => ArrowTypeSystem,
+            route = PostgresSource<$proto, $tls> => ArrowDestination,
+            mappings = {
+                { Float4[f32]                => Float64[f64]              | conversion auto }
+                { Float8[f64]                => Float64[f64]              | conversion auto }
+                { Numeric[Decimal]           => Float64[f64]              | conversion option }
+                { Int2[i16]                  => Int64[i64]                | conversion auto }
+                { Int4[i32]                  => Int64[i64]                | conversion auto }
+                { Int8[i64]                  => Int64[i64]                | conversion auto }
+                { Bool[bool]                 => Boolean[bool]             | conversion auto  }
+                { Text[&'r str]              => LargeUtf8[String]         | conversion owned }
+                { BpChar[&'r str]            => LargeUtf8[String]         | conversion none }
+                { VarChar[&'r str]           => LargeUtf8[String]         | conversion none }
+                { Name[&'r str]              => LargeUtf8[String]         | conversion none }
+                { Timestamp[NaiveDateTime]   => Date64[NaiveDateTime]     | conversion auto }
+                { Date[NaiveDate]            => Date32[NaiveDate]         | conversion auto }
+                { Time[NaiveTime]            => Time64[NaiveTime]         | conversion auto }
+                { TimestampTz[DateTime<Utc>] => DateTimeTz[DateTime<Utc>] | conversion auto }
+                { UUID[Uuid]                 => LargeUtf8[String]         | conversion option }
+                { Char[&'r str]              => LargeUtf8[String]         | conversion none }
+                { ByteA[Vec<u8>]             => LargeBinary[Vec<u8>]      | conversion auto }
+                { JSON[Value]                => LargeUtf8[String]         | conversion option }
+                { JSONB[Value]               => LargeUtf8[String]         | conversion none }
+            }
+        );
+    }
+}
+
+impl_postgres_transport!(BinaryProtocol, NoTls);
+impl_postgres_transport!(BinaryProtocol, MakeTlsConnector);
+impl_postgres_transport!(CSVProtocol, NoTls);
+impl_postgres_transport!(CSVProtocol, MakeTlsConnector);
+impl_postgres_transport!(CursorProtocol, NoTls);
+impl_postgres_transport!(CursorProtocol, MakeTlsConnector);
+impl_postgres_transport!(SimpleProtocol, NoTls);
+impl_postgres_transport!(SimpleProtocol, MakeTlsConnector);
+
+impl<P, C> TypeConversion<Uuid, String> for PostgresArrowTransport<P, C> {
+    fn convert(val: Uuid) -> String {
+        val.to_string()
+    }
+}
+
+impl<P, C> TypeConversion<Decimal, f64> for PostgresArrowTransport<P, C> {
+    fn convert(val: Decimal) -> f64 {
+        val.to_f64()
+            .unwrap_or_else(|| panic!("cannot convert decimal {:?} to float64", val))
+    }
+}
+
+impl<P, C> TypeConversion<Value, String> for PostgresArrowTransport<P, C> {
+    fn convert(val: Value) -> String {
+        val.to_string()
+    }
+}
diff --git a/connectorx/src/transports/sqlite_arrow.rs b/connectorx/src/transports/sqlite_arrow.rs
new file mode 100644
index 0000000..d410738
--- /dev/null
+++ b/connectorx/src/transports/sqlite_arrow.rs
@@ -0,0 +1,50 @@
+//! Transport from SQLite Source to Arrow Destination.
+
+use crate::{
+    destinations::arrow::{typesystem::ArrowTypeSystem, ArrowDestination, ArrowDestinationError},
+    impl_transport,
+    sources::sqlite::{SQLiteSource, SQLiteSourceError, SQLiteTypeSystem},
+    typesystem::TypeConversion,
+};
+use chrono::{NaiveDate, NaiveDateTime, NaiveTime};
+use thiserror::Error;
+
+#[derive(Error, Debug)]
+pub enum SQLiteArrowTransportError {
+    #[error(transparent)]
+    Source(#[from] SQLiteSourceError),
+
+    #[error(transparent)]
+    Destination(#[from] ArrowDestinationError),
+
+    #[error(transparent)]
+    ConnectorX(#[from] crate::errors::ConnectorXError),
+}
+
+/// Convert SQLite data types to Arrow data types.
+pub struct SQLiteArrowTransport;
+
+impl_transport!(
+    name = SQLiteArrowTransport,
+    error = SQLiteArrowTransportError,
+    systems = SQLiteTypeSystem => ArrowTypeSystem,
+    route = SQLiteSource => ArrowDestination,
+    mappings = {
+        { Bool[bool]                 => Boolean[bool]           | conversion auto }
+        { Int8[i64]                  => Int64[i64]              | conversion auto }
+        { Int4[i32]                  => Int64[i64]              | conversion auto }
+        { Int2[i16]                  => Int64[i64]              | conversion auto }
+        { Real[f64]                  => Float64[f64]            | conversion auto }
+        { Text[Box<str>]             => LargeUtf8[String]       | conversion option }
+        { Blob[Vec<u8>]              => LargeBinary[Vec<u8>]    | conversion auto }
+        { Date[NaiveDate]            => Date32[NaiveDate]       | conversion auto }
+        { Time[NaiveTime]            => Time64[NaiveTime]       | conversion auto }
+        { Timestamp[NaiveDateTime]   => Date64[NaiveDateTime]   | conversion auto }
+    }
+);
+
+impl TypeConversion<Box<str>, String> for SQLiteArrowTransport {
+    fn convert(val: Box<str>) -> String {
+        val.to_string()
+    }
+}
diff --git a/connectorx/src/transports/sqlite_arrow2.rs b/connectorx/src/transports/sqlite_arrow2.rs
new file mode 100644
index 0000000..caeb1ed
--- /dev/null
+++ b/connectorx/src/transports/sqlite_arrow2.rs
@@ -0,0 +1,52 @@
+//! Transport from SQLite Source to Arrow2 Destination.
+
+use crate::{
+    destinations::arrow2::{
+        typesystem::Arrow2TypeSystem, Arrow2Destination, Arrow2DestinationError,
+    },
+    impl_transport,
+    sources::sqlite::{SQLiteSource, SQLiteSourceError, SQLiteTypeSystem},
+    typesystem::TypeConversion,
+};
+use chrono::{NaiveDate, NaiveDateTime, NaiveTime};
+use thiserror::Error;
+
+#[derive(Error, Debug)]
+pub enum SQLiteArrow2TransportError {
+    #[error(transparent)]
+    Source(#[from] SQLiteSourceError),
+
+    #[error(transparent)]
+    Destination(#[from] Arrow2DestinationError),
+
+    #[error(transparent)]
+    ConnectorX(#[from] crate::errors::ConnectorXError),
+}
+
+/// Convert SQLite data types to Arrow2 data types.
+pub struct SQLiteArrow2Transport;
+
+impl_transport!(
+    name = SQLiteArrow2Transport,
+    error = SQLiteArrow2TransportError,
+    systems = SQLiteTypeSystem => Arrow2TypeSystem,
+    route = SQLiteSource => Arrow2Destination,
+    mappings = {
+        { Bool[bool]                 => Boolean[bool]           | conversion auto }
+        { Int8[i64]                  => Int64[i64]              | conversion auto }
+        { Int4[i32]                  => Int64[i64]              | conversion auto }
+        { Int2[i16]                  => Int64[i64]              | conversion auto }
+        { Real[f64]                  => Float64[f64]            | conversion auto }
+        { Text[Box<str>]             => LargeUtf8[String]       | conversion option }
+        { Blob[Vec<u8>]              => LargeBinary[Vec<u8>]    | conversion auto }
+        { Date[NaiveDate]            => Date32[NaiveDate]       | conversion auto }
+        { Time[NaiveTime]            => Time64[NaiveTime]       | conversion auto }
+        { Timestamp[NaiveDateTime]   => Date64[NaiveDateTime]   | conversion auto }
+    }
+);
+
+impl TypeConversion<Box<str>, String> for SQLiteArrow2Transport {
+    fn convert(val: Box<str>) -> String {
+        val.to_string()
+    }
+}
diff --git a/connectorx/src/transports/sqlite_arrowstream.rs b/connectorx/src/transports/sqlite_arrowstream.rs
new file mode 100644
index 0000000..0c23db5
--- /dev/null
+++ b/connectorx/src/transports/sqlite_arrowstream.rs
@@ -0,0 +1,52 @@
+//! Transport from SQLite Source to Arrow Destination.
+
+use crate::{
+    destinations::arrowstream::{
+        typesystem::ArrowTypeSystem, ArrowDestination, ArrowDestinationError,
+    },
+    impl_transport,
+    sources::sqlite::{SQLiteSource, SQLiteSourceError, SQLiteTypeSystem},
+    typesystem::TypeConversion,
+};
+use chrono::{NaiveDate, NaiveDateTime, NaiveTime};
+use thiserror::Error;
+
+#[derive(Error, Debug)]
+pub enum SQLiteArrowTransportError {
+    #[error(transparent)]
+    Source(#[from] SQLiteSourceError),
+
+    #[error(transparent)]
+    Destination(#[from] ArrowDestinationError),
+
+    #[error(transparent)]
+    ConnectorX(#[from] crate::errors::ConnectorXError),
+}
+
+/// Convert SQLite data types to Arrow data types.
+pub struct SQLiteArrowTransport;
+
+impl_transport!(
+    name = SQLiteArrowTransport,
+    error = SQLiteArrowTransportError,
+    systems = SQLiteTypeSystem => ArrowTypeSystem,
+    route = SQLiteSource => ArrowDestination,
+    mappings = {
+        { Bool[bool]                 => Boolean[bool]           | conversion auto }
+        { Int8[i64]                  => Int64[i64]              | conversion auto }
+        { Int4[i32]                  => Int64[i64]              | conversion auto }
+        { Int2[i16]                  => Int64[i64]              | conversion auto }
+        { Real[f64]                  => Float64[f64]            | conversion auto }
+        { Text[Box<str>]             => LargeUtf8[String]       | conversion option }
+        { Blob[Vec<u8>]              => LargeBinary[Vec<u8>]    | conversion auto }
+        { Date[NaiveDate]            => Date32[NaiveDate]       | conversion auto }
+        { Time[NaiveTime]            => Time64[NaiveTime]       | conversion auto }
+        { Timestamp[NaiveDateTime]   => Date64[NaiveDateTime]   | conversion auto }
+    }
+);
+
+impl TypeConversion<Box<str>, String> for SQLiteArrowTransport {
+    fn convert(val: Box<str>) -> String {
+        val.to_string()
+    }
+}
diff --git a/connectorx/src/typesystem.rs b/connectorx/src/typesystem.rs
new file mode 100644
index 0000000..d1716ff
--- /dev/null
+++ b/connectorx/src/typesystem.rs
@@ -0,0 +1,143 @@
+//! This module defines traits that required to define a typesystem.
+//!
+//! A typesystem is an enum that describes what types can be produced by a source and accepted by a destination.
+//! A typesystem also needs to implement [`TypeAssoc`] to associate the enum variants to the physical representation
+//! of the types in the typesystem.
+
+use crate::destinations::{Consume, Destination, DestinationPartition};
+use crate::errors::{ConnectorXError, Result as CXResult};
+use crate::sources::{PartitionParser, Produce, Source, SourcePartition};
+
+#[doc(hidden)]
+/// `TypeSystem` describes all the types a source or destination support
+/// using enum variants.
+/// The variant can be used to type check with a static type `T` through the `check` method.
+pub trait TypeSystem: Copy + Clone + Send + Sync {
+    /// Check whether T is the same type as defined by self.
+    fn check<T: TypeAssoc<Self>>(self) -> CXResult<()> {
+        T::check(self)
+    }
+}
+
+#[doc(hidden)]
+/// Associate a static type to a TypeSystem
+pub trait TypeAssoc<TS: TypeSystem> {
+    fn check(ts: TS) -> CXResult<()>;
+}
+
+#[doc(hidden)]
+/// Realize means that a TypeSystem can realize a parameterized func F, based on its current variants.
+pub trait Realize<F>
+where
+    F: ParameterizedFunc,
+{
+    /// realize a parameterized function with the type that self currently is.
+    fn realize(self) -> CXResult<F::Function>;
+}
+
+#[doc(hidden)]
+/// A ParameterizedFunc refers to a function that is parameterized on a type T,
+/// where type T will be dynaically determined by the variant of a TypeSystem.
+/// An example is the `transmit<S,W,T>` function. When piping values from a source
+/// to the destination, its type `T` is determined by the schema at the runtime.
+pub trait ParameterizedFunc {
+    type Function;
+    fn realize<T>() -> Self::Function
+    where
+        Self: ParameterizedOn<T>,
+    {
+        Self::parameterize()
+    }
+}
+
+#[doc(hidden)]
+/// `ParameterizedOn` indicates a parameterized function `Self`
+/// is parameterized on type `T`
+pub trait ParameterizedOn<T>: ParameterizedFunc {
+    fn parameterize() -> Self::Function;
+}
+
+/// Defines a rule to convert a type `T` to a type `U`.
+pub trait TypeConversion<T, U> {
+    fn convert(val: T) -> U;
+}
+
+/// Transport asks the source to produce a value, do type conversion and then write
+/// the value to a destination. Do not manually implement this trait for types.
+/// Use [`impl_transport!`] to create a struct that implements this trait instead.
+pub trait Transport {
+    type TSS: TypeSystem;
+    type TSD: TypeSystem;
+    type S: Source;
+    type D: Destination;
+    type Error: From<ConnectorXError>
+        + From<<Self::S as Source>::Error>
+        + From<<Self::D as Destination>::Error>
+        + Send
+        + std::fmt::Debug;
+
+    /// convert_typesystem convert the source type system TSS to the destination
+    /// type system TSD.
+    fn convert_typesystem(ts: Self::TSS) -> CXResult<Self::TSD>;
+
+    /// convert_type convert the type T1 associated with the source type system
+    /// TSS to a type T2 which is associated with the destination type system TSD.
+    fn convert_type<T1, T2>(val: T1) -> T2
+    where
+        Self: TypeConversion<T1, T2>,
+    {
+        <Self as TypeConversion<T1, T2>>::convert(val)
+    }
+
+    /// `process` will ask source to produce a value with type T1, based on TSS, and then do
+    /// type conversion using `convert_type` to get value with type T2, which is associated to
+    /// TSD. Finally, it will write the value with type T2 to the destination.
+    fn process<'s, 'd, 'r>(
+        ts1: Self::TSS,
+        ts2: Self::TSD,
+        src: &'r mut <<Self::S as Source>::Partition as SourcePartition>::Parser<'s>,
+        dst: &'r mut <Self::D as Destination>::Partition<'d>,
+    ) -> Result<(), Self::Error>
+    where
+        Self: 'd;
+
+    #[allow(clippy::type_complexity)]
+    fn processor<'s, 'd>(
+        ts1: Self::TSS,
+        ts2: Self::TSD,
+    ) -> CXResult<
+        fn(
+            src: &mut <<Self::S as Source>::Partition as SourcePartition>::Parser<'s>,
+            dst: &mut <Self::D as Destination>::Partition<'d>,
+        ) -> Result<(), Self::Error>,
+    >
+    where
+        Self: 'd;
+}
+
+#[doc(hidden)]
+pub fn process<'s, 'd, 'r, T1, T2, TP, S, D, ES, ED, ET>(
+    src: &'r mut <<S as Source>::Partition as SourcePartition>::Parser<'s>,
+    dst: &'r mut <D as Destination>::Partition<'d>,
+) -> Result<(), ET>
+where
+    T1: TypeAssoc<<S as Source>::TypeSystem>,
+    S: Source<Error = ES>,
+    <S as Source>::Partition: SourcePartition<Error = ES>,
+
+    <<S as Source>::Partition as SourcePartition>::Parser<'s>: Produce<'r, T1, Error = ES>,
+    ES: From<ConnectorXError> + Send,
+
+    T2: TypeAssoc<<D as Destination>::TypeSystem>,
+    D: Destination<Error = ED>,
+    <D as Destination>::Partition<'d>: Consume<T2, Error = ED>,
+    ED: From<ConnectorXError> + Send,
+
+    TP: TypeConversion<T1, T2>,
+    ET: From<ES> + From<ED>,
+{
+    let val: T1 = PartitionParser::parse(src)?;
+    let val: T2 = <TP as TypeConversion<T1, _>>::convert(val);
+    DestinationPartition::write(dst, val)?;
+    Ok(())
+}
diff --git a/connectorx/src/utils.rs b/connectorx/src/utils.rs
new file mode 100644
index 0000000..ec3919e
--- /dev/null
+++ b/connectorx/src/utils.rs
@@ -0,0 +1,17 @@
+use std::ops::{Deref, DerefMut};
+
+pub struct DummyBox<T>(pub T);
+
+impl<T> Deref for DummyBox<T> {
+    type Target = T;
+
+    fn deref(&self) -> &Self::Target {
+        &self.0
+    }
+}
+
+impl<T> DerefMut for DummyBox<T> {
+    fn deref_mut(&mut self) -> &mut Self::Target {
+        &mut self.0
+    }
+}
diff --git a/connectorx/tests/data/empty.csv b/connectorx/tests/data/empty.csv
new file mode 100644
index 0000000..e69de29
diff --git a/connectorx/tests/data/infer_0.csv b/connectorx/tests/data/infer_0.csv
new file mode 100644
index 0000000..9f1a144
--- /dev/null
+++ b/connectorx/tests/data/infer_0.csv
@@ -0,0 +1,5 @@
+c0,c1,c2,c3,c4,c5,c6,c7
+0,1.1,true,Nick,4,true,2015-05-18,2020-03-12T19:39:49
+1,2.2,,Charlie,5,6,2015/05/18,2019-10-12T01:39:49
+2,3.3,false,,6,,2015.05.18,
+3,4.4,false,Jess,7.1,,2015May18,abc2020-03-12T19:39:49
\ No newline at end of file
diff --git a/connectorx/tests/data/uint_0.csv b/connectorx/tests/data/uint_0.csv
new file mode 100644
index 0000000..200c7b5
--- /dev/null
+++ b/connectorx/tests/data/uint_0.csv
@@ -0,0 +1,5 @@
+c1,c2,c3,c4,c5
+0,1,2,3,4
+5,6,7,8,9
+10,11,12,13,14
+15,16,17,18,19
\ No newline at end of file
diff --git a/connectorx/tests/data/uint_1.csv b/connectorx/tests/data/uint_1.csv
new file mode 100644
index 0000000..8436934
--- /dev/null
+++ b/connectorx/tests/data/uint_1.csv
@@ -0,0 +1,8 @@
+c1,c2,c3,c4,c5
+20,21,22,23,24
+25,26,27,28,29
+30,31,32,33,34
+35,36,37,38,39
+40,41,42,43,44
+45,46,47,48,49
+50,51,52,53,54
\ No newline at end of file
diff --git a/connectorx/tests/data/uspop_0.csv b/connectorx/tests/data/uspop_0.csv
new file mode 100644
index 0000000..a013347
--- /dev/null
+++ b/connectorx/tests/data/uspop_0.csv
@@ -0,0 +1,4 @@
+Location,State,Zip,Lat,Long
+Kenai,AK,7610,60.5544444,-151.2583333
+Selma,AL,18980,32.4072222,-87.0211111
+El Mirage,AZ,32308,33.6130556,-112.3238889
\ No newline at end of file
diff --git a/connectorx/tests/test_arrow.rs b/connectorx/tests/test_arrow.rs
new file mode 100644
index 0000000..31c93fa
--- /dev/null
+++ b/connectorx/tests/test_arrow.rs
@@ -0,0 +1,293 @@
+use arrow::{
+    array::{BooleanArray, Float64Array, Int64Array, StringArray},
+    record_batch::RecordBatch,
+};
+use connectorx::{
+    constants::RECORD_BATCH_SIZE,
+    destinations::arrow::{ArrowDestination, ArrowTypeSystem},
+    prelude::*,
+    sources::{
+        dummy::{DummySource, DummyTypeSystem},
+        postgres::{rewrite_tls_args, BinaryProtocol, PostgresSource},
+    },
+    sql::CXQuery,
+    transports::{DummyArrowTransport, PostgresArrowTransport},
+};
+use postgres::NoTls;
+use std::env;
+use url::Url;
+
+#[test]
+#[should_panic]
+fn arrow_destination_col_major() {
+    let mut dw = ArrowDestination::new();
+    let _ = dw
+        .allocate(
+            11,
+            &["a", "b", "c"],
+            &[
+                ArrowTypeSystem::Int64(false),
+                ArrowTypeSystem::Float64(true),
+                ArrowTypeSystem::LargeUtf8(true),
+            ],
+            DataOrder::ColumnMajor,
+        )
+        .unwrap();
+}
+
+#[test]
+fn test_arrow() {
+    let schema = [
+        DummyTypeSystem::I64(true),
+        DummyTypeSystem::F64(true),
+        DummyTypeSystem::Bool(false),
+        DummyTypeSystem::String(true),
+        DummyTypeSystem::F64(false),
+    ];
+    let nrows = vec![4, 7];
+    let ncols = schema.len();
+    let queries: Vec<CXQuery> = nrows
+        .iter()
+        .map(|v| CXQuery::naked(format!("{},{}", v, ncols)))
+        .collect();
+    let mut destination = ArrowDestination::new();
+
+    let dispatcher = Dispatcher::<_, _, DummyArrowTransport>::new(
+        DummySource::new(&["a", "b", "c", "d", "e"], &schema),
+        &mut destination,
+        &queries,
+        None,
+    );
+    dispatcher.run().expect("run dispatcher");
+
+    let records: Vec<RecordBatch> = destination.arrow().unwrap();
+    assert_eq!(2, records.len());
+
+    for r in records {
+        match r.num_rows() {
+            4 => {
+                assert!(r
+                    .column(0)
+                    .as_any()
+                    .downcast_ref::<Int64Array>()
+                    .unwrap()
+                    .eq(&Int64Array::from(vec![0, 1, 2, 3])));
+
+                assert!(r
+                    .column(1)
+                    .as_any()
+                    .downcast_ref::<Float64Array>()
+                    .unwrap()
+                    .eq(&Float64Array::from(vec![0.0, 1.0, 2.0, 3.0])));
+                assert!(r
+                    .column(2)
+                    .as_any()
+                    .downcast_ref::<BooleanArray>()
+                    .unwrap()
+                    .eq(&BooleanArray::from(vec![true, false, true, false])));
+                assert!(r
+                    .column(3)
+                    .as_any()
+                    .downcast_ref::<StringArray>()
+                    .unwrap()
+                    .eq(&StringArray::from(vec!["0", "1", "2", "3"])));
+                assert!(r
+                    .column(4)
+                    .as_any()
+                    .downcast_ref::<Float64Array>()
+                    .unwrap()
+                    .eq(&Float64Array::from(vec![0.0, 1.0, 2.0, 3.0])));
+            }
+            7 => {
+                assert!(r
+                    .column(0)
+                    .as_any()
+                    .downcast_ref::<Int64Array>()
+                    .unwrap()
+                    .eq(&Int64Array::from(vec![0, 1, 2, 3, 4, 5, 6])));
+                assert!(r
+                    .column(1)
+                    .as_any()
+                    .downcast_ref::<Float64Array>()
+                    .unwrap()
+                    .eq(&Float64Array::from(vec![0.0, 1.0, 2.0, 3.0, 4.0, 5.0, 6.0])));
+
+                assert!(r
+                    .column(2)
+                    .as_any()
+                    .downcast_ref::<BooleanArray>()
+                    .unwrap()
+                    .eq(&BooleanArray::from(vec![
+                        true, false, true, false, true, false, true
+                    ])));
+                assert!(r
+                    .column(3)
+                    .as_any()
+                    .downcast_ref::<StringArray>()
+                    .unwrap()
+                    .eq(&StringArray::from(vec!["0", "1", "2", "3", "4", "5", "6"])));
+                assert!(r
+                    .column(4)
+                    .as_any()
+                    .downcast_ref::<Float64Array>()
+                    .unwrap()
+                    .eq(&Float64Array::from(vec![0.0, 1.0, 2.0, 3.0, 4.0, 5.0, 6.0])));
+            }
+            _ => {
+                println!("got a batch record with {} rows", r.num_rows());
+                unreachable!();
+            }
+        }
+    }
+}
+
+#[test]
+fn test_arrow_large() {
+    let schema = [
+        DummyTypeSystem::I64(true),
+        DummyTypeSystem::F64(true),
+        DummyTypeSystem::Bool(false),
+        DummyTypeSystem::String(true),
+        DummyTypeSystem::F64(false),
+    ];
+    let nrows = vec![RECORD_BATCH_SIZE * 2 + 1, RECORD_BATCH_SIZE * 2 - 1];
+    let ncols = schema.len();
+    let queries: Vec<CXQuery> = nrows
+        .iter()
+        .map(|v| CXQuery::naked(format!("{},{}", v, ncols)))
+        .collect();
+    let mut destination = ArrowDestination::new();
+
+    let dispatcher = Dispatcher::<_, _, DummyArrowTransport>::new(
+        DummySource::new(&["a", "b", "c", "d", "e"], &schema),
+        &mut destination,
+        &queries,
+        None,
+    );
+    dispatcher.run().expect("run dispatcher");
+
+    let records: Vec<RecordBatch> = destination.arrow().unwrap();
+    assert_eq!(5, records.len());
+    let mut rsizes = vec![];
+    for r in records {
+        rsizes.push(r.num_rows());
+    }
+    rsizes.sort();
+    assert_eq!(
+        vec![
+            1,
+            RECORD_BATCH_SIZE - 1,
+            RECORD_BATCH_SIZE,
+            RECORD_BATCH_SIZE,
+            RECORD_BATCH_SIZE
+        ],
+        rsizes
+    );
+}
+
+#[test]
+fn test_postgres_arrow() {
+    let _ = env_logger::builder().is_test(true).try_init();
+
+    let dburl = env::var("POSTGRES_URL").unwrap();
+
+    let queries = [
+        CXQuery::naked("select * from test_table where test_int < 2"),
+        CXQuery::naked("select * from test_table where test_int >= 2"),
+    ];
+    let url = Url::parse(dburl.as_str()).unwrap();
+    let (config, _tls) = rewrite_tls_args(&url).unwrap();
+    let builder = PostgresSource::<BinaryProtocol, NoTls>::new(config, NoTls, 2).unwrap();
+    let mut destination = ArrowDestination::new();
+    let dispatcher = Dispatcher::<_, _, PostgresArrowTransport<BinaryProtocol, NoTls>>::new(
+        builder,
+        &mut destination,
+        &queries,
+        Some(format!("select * from test_table")),
+    );
+
+    dispatcher.run().expect("run dispatcher");
+
+    let records: Vec<RecordBatch> = destination.arrow().unwrap();
+    assert_eq!(2, records.len());
+
+    for r in records {
+        match r.num_rows() {
+            2 => {
+                assert!(r
+                    .column(0)
+                    .as_any()
+                    .downcast_ref::<Int64Array>()
+                    .unwrap()
+                    .eq(&Int64Array::from(vec![1, 0])));
+                assert!(r
+                    .column(1)
+                    .as_any()
+                    .downcast_ref::<Int64Array>()
+                    .unwrap()
+                    .eq(&Int64Array::from(vec![3, 5])));
+                assert!(r
+                    .column(2)
+                    .as_any()
+                    .downcast_ref::<StringArray>()
+                    .unwrap()
+                    .eq(&StringArray::from(vec!["str1", "a"])));
+                assert!(r
+                    .column(3)
+                    .as_any()
+                    .downcast_ref::<Float64Array>()
+                    .unwrap()
+                    .eq(&Float64Array::from(vec![None, Some(3.1)])));
+                assert!(r
+                    .column(4)
+                    .as_any()
+                    .downcast_ref::<BooleanArray>()
+                    .unwrap()
+                    .eq(&BooleanArray::from(vec![Some(true), None])));
+            }
+            4 => {
+                assert!(r
+                    .column(0)
+                    .as_any()
+                    .downcast_ref::<Int64Array>()
+                    .unwrap()
+                    .eq(&Int64Array::from(vec![2, 3, 4, 1314])));
+                assert!(r
+                    .column(1)
+                    .as_any()
+                    .downcast_ref::<Int64Array>()
+                    .unwrap()
+                    .eq(&Int64Array::from(vec![None, Some(7), Some(9), Some(2)])));
+                assert!(r
+                    .column(2)
+                    .as_any()
+                    .downcast_ref::<StringArray>()
+                    .unwrap()
+                    .eq(&StringArray::from(vec![
+                        Some("str2"),
+                        Some("b"),
+                        Some("c"),
+                        None
+                    ])));
+                assert!(r
+                    .column(3)
+                    .as_any()
+                    .downcast_ref::<Float64Array>()
+                    .unwrap()
+                    .eq(&Float64Array::from(vec![2.2, 3., 7.8, -10.])));
+                assert!(r
+                    .column(4)
+                    .as_any()
+                    .downcast_ref::<BooleanArray>()
+                    .unwrap()
+                    .eq(&BooleanArray::from(vec![
+                        Some(false),
+                        Some(false),
+                        None,
+                        Some(true)
+                    ])));
+            }
+            _ => unreachable!(),
+        }
+    }
+}
diff --git a/connectorx/tests/test_bigquery.rs b/connectorx/tests/test_bigquery.rs
new file mode 100644
index 0000000..a8eb04e
--- /dev/null
+++ b/connectorx/tests/test_bigquery.rs
@@ -0,0 +1,37 @@
+use connectorx::{
+    destinations::arrow::ArrowDestination, prelude::*, sources::bigquery::BigQuerySource,
+    sql::CXQuery, transports::BigQueryArrowTransport,
+};
+use std::env;
+use std::sync::Arc;
+use tokio::runtime::Runtime;
+
+#[test]
+#[ignore]
+fn test_source() {
+    let dburl = env::var("BIGQUERY_URL").unwrap();
+    let rt = Arc::new(Runtime::new().unwrap());
+    let mut source = BigQuerySource::new(rt, &dburl).unwrap();
+    source.set_queries(&[
+        CXQuery::naked("SELECT * FROM (SELECT * FROM `dataprep-bigquery.dataprep.lineitem` LIMIT 1000) AS CXTMPTAB_PART WHERE 1281 <= CXTMPTAB_PART.L_ORDERKEY AND CXTMPTAB_PART.L_ORDERKEY < 19419500"),
+        CXQuery::naked("SELECT * FROM (SELECT * FROM `dataprep-bigquery.dataprep.lineitem` LIMIT 1000) AS CXTMPTAB_PART WHERE 19419500 <= CXTMPTAB_PART.L_ORDERKEY AND CXTMPTAB_PART.L_ORDERKEY < 38837719"),
+        CXQuery::naked("SELECT * FROM (SELECT * FROM `dataprep-bigquery.dataprep.lineitem` LIMIT 1000) AS CXTMPTAB_PART WHERE 38837719 <= CXTMPTAB_PART.L_ORDERKEY AND CXTMPTAB_PART.L_ORDERKEY < 58255940"),]);
+    source.fetch_metadata().unwrap();
+}
+
+#[test]
+#[ignore]
+fn test_bigquery_partition() {
+    let dburl = env::var("BIGQUERY_URL").unwrap();
+    let rt = Arc::new(Runtime::new().unwrap());
+    let source = BigQuerySource::new(rt, &dburl).unwrap();
+    let queries = [
+        CXQuery::naked("SELECT * FROM (SELECT * FROM `dataprep-bigquery.dataprep.lineitem` LIMIT 1000) AS CXTMPTAB_PART WHERE 1281 <= CXTMPTAB_PART.L_ORDERKEY AND CXTMPTAB_PART.L_ORDERKEY < 29128610"),
+        CXQuery::naked("SELECT * FROM (SELECT * FROM `dataprep-bigquery.dataprep.lineitem` LIMIT 1000) AS CXTMPTAB_PART WHERE 29128610 <= CXTMPTAB_PART.L_ORDERKEY AND CXTMPTAB_PART.L_ORDERKEY < 58255940"),
+    ];
+    let mut destination = ArrowDestination::new();
+    let dispatcher =
+        Dispatcher::<_, _, BigQueryArrowTransport>::new(source, &mut destination, &queries, None);
+    dispatcher.run().unwrap();
+    let _result = destination.arrow().unwrap();
+}
diff --git a/connectorx/tests/test_csv.rs b/connectorx/tests/test_csv.rs
new file mode 100644
index 0000000..9da3749
--- /dev/null
+++ b/connectorx/tests/test_csv.rs
@@ -0,0 +1,165 @@
+use arrow::array::Int64Array;
+use connectorx::prelude::*;
+use connectorx::{
+    destinations::arrow::{ArrowDestination, ArrowTypeSystem},
+    sources::{
+        csv::{CSVSource, CSVTypeSystem},
+        PartitionParser,
+    },
+    sql::CXQuery,
+    transports::CSVArrowTransport,
+};
+
+#[test]
+#[should_panic]
+fn no_file() {
+    let mut source = CSVSource::new(&[]);
+    source.set_queries(&[CXQuery::naked("./a_fake_file.csv")]);
+    let partitions = source.partition().unwrap();
+    for mut p in partitions {
+        p.result_rows().expect("run query");
+    }
+}
+
+#[test]
+#[should_panic]
+fn empty_file() {
+    let mut source = CSVSource::new(&[]);
+    source.set_queries(&[CXQuery::naked("./tests/data/empty.csv")]);
+    let mut partitions = source.partition().unwrap();
+    for p in &mut partitions {
+        p.result_rows().expect("run query");
+    }
+    assert_eq!(0, partitions[0].nrows());
+    assert_eq!(0, partitions[0].ncols());
+    let mut parser = partitions[0].parser().unwrap();
+
+    parser.fetch_next().unwrap();
+
+    let _v: i64 = parser.produce().expect("produce from emtpy");
+}
+
+#[test]
+fn load_and_parse() {
+    #[derive(Debug, PartialEq)]
+    enum Value {
+        City(String),
+        State(String),
+        Population(i64),
+        Longitude(f64),
+        Latitude(f64),
+    }
+
+    let mut source = CSVSource::new(&[
+        CSVTypeSystem::String(false),
+        CSVTypeSystem::String(false),
+        CSVTypeSystem::I64(false),
+        CSVTypeSystem::F64(false),
+        CSVTypeSystem::F64(false),
+    ]);
+    source.set_queries(&[CXQuery::naked("./tests/data/uspop_0.csv")]);
+
+    let mut partitions = source.partition().unwrap();
+
+    let mut partition = partitions.remove(0);
+    partition.result_rows().expect("run query");
+
+    assert_eq!(3, partition.nrows());
+    assert_eq!(5, partition.ncols());
+
+    let mut results: Vec<Value> = Vec::new();
+    let mut parser = partition.parser().unwrap();
+    loop {
+        let (n, is_last) = parser.fetch_next().unwrap();
+        for _i in 0..n {
+            results.push(Value::City(parser.produce().expect("parse city")));
+            results.push(Value::State(parser.produce().expect("parse state")));
+            results.push(Value::Population(
+                parser.produce().expect("parse population"),
+            ));
+            results.push(Value::Longitude(parser.produce().expect("parse longitude")));
+            results.push(Value::Latitude(parser.produce().expect("parse latitude")));
+        }
+        if is_last {
+            break;
+        }
+    }
+    assert_eq!(
+        vec![
+            Value::City(String::from("Kenai")),
+            Value::State(String::from("AK")),
+            Value::Population(7610),
+            Value::Longitude(60.5544444),
+            Value::Latitude(-151.2583333),
+            Value::City(String::from("Selma")),
+            Value::State(String::from("AL")),
+            Value::Population(18980),
+            Value::Longitude(32.4072222),
+            Value::Latitude(-87.0211111),
+            Value::City(String::from("El Mirage")),
+            Value::State(String::from("AZ")),
+            Value::Population(32308),
+            Value::Longitude(33.6130556),
+            Value::Latitude(-112.3238889)
+        ],
+        results
+    );
+}
+
+#[test]
+fn test_csv() {
+    let schema = [CSVTypeSystem::I64(false); 5];
+    let files = [
+        CXQuery::naked("./tests/data/uint_0.csv"),
+        CXQuery::naked("./tests/data/uint_1.csv"),
+    ];
+    let source = CSVSource::new(&schema);
+
+    let mut destination = ArrowDestination::new();
+    let dispatcher =
+        Dispatcher::<_, _, CSVArrowTransport>::new(source, &mut destination, &files, None);
+
+    dispatcher.run().expect("run dispatcher");
+
+    let result = destination.arrow().unwrap();
+
+    println!("result len: {}", result.len());
+    assert!(result.len() == 2);
+
+    for rb in result {
+        for i in 0..5 {
+            let col = rb.column(i).as_any().downcast_ref::<Int64Array>().unwrap();
+            assert!(
+                col.eq(&Int64Array::from_iter_values(
+                    (4i64..=10).map(|v| v * 5 + i as i64),
+                )) || col.eq(&Int64Array::from_iter_values(
+                    (0i64..4).map(|v| v * 5 + i as i64),
+                ))
+            );
+        }
+    }
+}
+
+#[test]
+fn test_csv_infer_schema() {
+    let files = [CXQuery::naked("./tests/data/infer_0.csv")];
+    let source = CSVSource::new(&[]);
+
+    let mut writer = ArrowDestination::new();
+    let dispatcher = Dispatcher::<_, _, CSVArrowTransport>::new(source, &mut writer, &files, None);
+
+    dispatcher.run().expect("run dispatcher");
+
+    let expected_schema = vec![
+        ArrowTypeSystem::Int64(false),
+        ArrowTypeSystem::Float64(false),
+        ArrowTypeSystem::Boolean(true),
+        ArrowTypeSystem::LargeUtf8(true),
+        ArrowTypeSystem::Float64(false),
+        ArrowTypeSystem::LargeUtf8(true),
+        ArrowTypeSystem::LargeUtf8(false),
+        ArrowTypeSystem::LargeUtf8(true),
+    ];
+
+    assert_eq!(expected_schema, writer.schema());
+}
diff --git a/connectorx/tests/test_fed.rs b/connectorx/tests/test_fed.rs
new file mode 100644
index 0000000..cfa200a
--- /dev/null
+++ b/connectorx/tests/test_fed.rs
@@ -0,0 +1,21 @@
+use connectorx::fed_dispatcher::run;
+use std::collections::HashMap;
+use std::env;
+
+#[test]
+#[ignore]
+fn test_fed() {
+    let _ = env_logger::builder().is_test(true).try_init();
+
+    let sql = "select test_bool, AVG(test_float) as avg_float, SUM(test_int) as sum_int from db1.test_table as a, db2.test_str as b where a.test_int = b.id AND test_nullint is not NULL GROUP BY test_bool ORDER BY sum_int";
+    let db_map = HashMap::from([
+        (String::from("db1"), env::var("DB1").unwrap()),
+        (String::from("db2"), env::var("DB2").unwrap()),
+    ]);
+
+    println!("db_map: {:?}", db_map);
+
+    // make sure no error here
+    let rbs = run(sql.to_string(), db_map, None).unwrap();
+    arrow::util::pretty::print_batches(&rbs).unwrap();
+}
diff --git a/connectorx/tests/test_mssql.rs b/connectorx/tests/test_mssql.rs
new file mode 100644
index 0000000..ba241af
--- /dev/null
+++ b/connectorx/tests/test_mssql.rs
@@ -0,0 +1,178 @@
+use arrow::{
+    array::{BooleanArray, Float64Array, Int64Array, StringArray},
+    record_batch::RecordBatch,
+};
+use connectorx::{
+    destinations::arrow::ArrowDestination, prelude::*, sources::mssql::MsSQLSource, sql::CXQuery,
+    transports::MsSQLArrowTransport,
+};
+use std::env;
+use std::sync::Arc;
+use tokio::runtime::Runtime;
+
+#[test]
+fn test_mssql() {
+    let _ = env_logger::builder().is_test(true).try_init();
+
+    let dburl = env::var("MSSQL_URL").unwrap();
+
+    let queries = [
+        CXQuery::naked("select * from test_table where test_int < 2"),
+        CXQuery::naked("select * from test_table where test_int >= 2"),
+    ];
+    let rt = Arc::new(Runtime::new().unwrap());
+
+    let builder = MsSQLSource::new(rt, &dburl, 2).unwrap();
+    let mut destination = ArrowDestination::new();
+    let dispatcher =
+        Dispatcher::<_, _, MsSQLArrowTransport>::new(builder, &mut destination, &queries, None);
+    dispatcher.run().unwrap();
+
+    let result = destination.arrow().unwrap();
+    verify_arrow_results(result);
+}
+
+#[test]
+fn test_mssql_agg() {
+    let _ = env_logger::builder().is_test(true).try_init();
+
+    let dburl = env::var("MSSQL_URL").unwrap();
+
+    let queries = [CXQuery::naked(
+        "SELECT test_bool, SUM(test_float) AS SUM FROM test_table GROUP BY test_bool",
+    )];
+    let rt = Arc::new(Runtime::new().unwrap());
+
+    let builder = MsSQLSource::new(rt, &dburl, 1).unwrap();
+    let mut destination = ArrowDestination::new();
+    let dispatcher = Dispatcher::<_, _, MsSQLArrowTransport>::new(
+        builder,
+        &mut destination,
+        &queries,
+        Some(String::from(
+            "SELECT test_bool, SUM(test_float) AS SUM FROM test_table GROUP BY test_bool",
+        )),
+    );
+    dispatcher.run().unwrap();
+
+    let mut result = destination.arrow().unwrap();
+    assert!(result.len() == 1);
+    let rb = result.pop().unwrap();
+    assert!(rb.columns().len() == 2);
+
+    assert!(rb
+        .column(0)
+        .as_any()
+        .downcast_ref::<BooleanArray>()
+        .unwrap()
+        .eq(&BooleanArray::from(vec![None, Some(false), Some(true)])));
+
+    assert!(rb
+        .column(1)
+        .as_any()
+        .downcast_ref::<Float64Array>()
+        .unwrap()
+        .eq(&Float64Array::from(vec![
+            Some(10.9),
+            Some(5.2),
+            Some(-10.0),
+        ])));
+}
+
+pub fn verify_arrow_results(result: Vec<RecordBatch>) {
+    assert!(result.len() == 2);
+
+    for rb in result {
+        assert!(rb.columns().len() == 5);
+        match rb.num_rows() {
+            2 => {
+                assert!(rb
+                    .column(0)
+                    .as_any()
+                    .downcast_ref::<Int64Array>()
+                    .unwrap()
+                    .eq(&Int64Array::from(vec![1, 0])));
+
+                assert!(rb
+                    .column(1)
+                    .as_any()
+                    .downcast_ref::<Int64Array>()
+                    .unwrap()
+                    .eq(&Int64Array::from(vec![Some(3), Some(5)])));
+
+                assert!(rb
+                    .column(2)
+                    .as_any()
+                    .downcast_ref::<StringArray>()
+                    .unwrap()
+                    .eq(&StringArray::from(vec![Some("str1"), Some("a"),])));
+
+                assert!(rb
+                    .column(3)
+                    .as_any()
+                    .downcast_ref::<Float64Array>()
+                    .unwrap()
+                    .eq(&Float64Array::from(vec![None, Some(3.1_f64)])));
+
+                assert!(rb
+                    .column(4)
+                    .as_any()
+                    .downcast_ref::<BooleanArray>()
+                    .unwrap()
+                    .eq(&BooleanArray::from(vec![Some(true), None])));
+            }
+            4 => {
+                assert!(rb
+                    .column(0)
+                    .as_any()
+                    .downcast_ref::<Int64Array>()
+                    .unwrap()
+                    .eq(&Int64Array::from(vec![2, 3, 4, 1314])));
+
+                assert!(rb
+                    .column(1)
+                    .as_any()
+                    .downcast_ref::<Int64Array>()
+                    .unwrap()
+                    .eq(&Int64Array::from(vec![None, Some(7), Some(9), Some(2)])));
+
+                assert!(rb
+                    .column(2)
+                    .as_any()
+                    .downcast_ref::<StringArray>()
+                    .unwrap()
+                    .eq(&StringArray::from(vec![
+                        Some("str2"),
+                        Some("b"),
+                        Some("c"),
+                        None,
+                    ])));
+
+                assert!(rb
+                    .column(3)
+                    .as_any()
+                    .downcast_ref::<Float64Array>()
+                    .unwrap()
+                    .eq(&Float64Array::from(vec![
+                        Some(2.2_f64),
+                        Some(3_f64),
+                        Some(7.8_f64),
+                        Some(-10_f64),
+                    ])));
+
+                assert!(rb
+                    .column(4)
+                    .as_any()
+                    .downcast_ref::<BooleanArray>()
+                    .unwrap()
+                    .eq(&BooleanArray::from(vec![
+                        Some(false),
+                        Some(false),
+                        None,
+                        Some(true),
+                    ])));
+            }
+            _ => unreachable!(),
+        }
+    }
+}
diff --git a/connectorx/tests/test_mysql.rs b/connectorx/tests/test_mysql.rs
new file mode 100644
index 0000000..4bc21bc
--- /dev/null
+++ b/connectorx/tests/test_mysql.rs
@@ -0,0 +1,127 @@
+use arrow::{
+    array::{Float64Array, Int64Array, StringArray},
+    record_batch::RecordBatch,
+};
+use connectorx::{
+    destinations::arrow::ArrowDestination,
+    prelude::*,
+    sources::mysql::{BinaryProtocol, MySQLSource, TextProtocol},
+    sql::CXQuery,
+    transports::MySQLArrowTransport,
+};
+use std::env;
+
+#[test]
+fn test_mysql() {
+    let _ = env_logger::builder().is_test(true).try_init();
+
+    let dburl = env::var("MYSQL_URL").unwrap();
+
+    let queries = [
+        CXQuery::naked("select * from test_table where test_int <= 2"),
+        CXQuery::naked("select * from test_table where test_int > 2"),
+    ];
+
+    let builder = MySQLSource::<BinaryProtocol>::new(&dburl, 2).unwrap();
+    let mut destination = ArrowDestination::new();
+    let dispatcher = Dispatcher::<_, _, MySQLArrowTransport<BinaryProtocol>>::new(
+        builder,
+        &mut destination,
+        &queries,
+        Some(String::from("select * from test_table")),
+    );
+    dispatcher.run().unwrap();
+
+    let result = destination.arrow().unwrap();
+    verify_arrow_results(result);
+}
+
+#[test]
+fn test_mysql_text() {
+    let _ = env_logger::builder().is_test(true).try_init();
+
+    let dburl = env::var("MYSQL_URL").unwrap();
+
+    let queries = [
+        CXQuery::naked("select * from test_table where test_int <= 2"),
+        CXQuery::naked("select * from test_table where test_int > 2"),
+    ];
+
+    let builder = MySQLSource::<TextProtocol>::new(&dburl, 2).unwrap();
+    let mut destination = ArrowDestination::new();
+    let dispatcher = Dispatcher::<_, _, MySQLArrowTransport<TextProtocol>>::new(
+        builder,
+        &mut destination,
+        &queries,
+        None,
+    );
+    dispatcher.run().unwrap();
+
+    let result = destination.arrow().unwrap();
+    verify_arrow_results(result);
+}
+
+pub fn verify_arrow_results(result: Vec<RecordBatch>) {
+    assert!(result.len() == 2);
+
+    for r in result {
+        match r.num_rows() {
+            2 => {
+                assert!(r
+                    .column(0)
+                    .as_any()
+                    .downcast_ref::<Int64Array>()
+                    .unwrap()
+                    .eq(&Int64Array::from(vec![1, 2])));
+                assert!(r
+                    .column(1)
+                    .as_any()
+                    .downcast_ref::<Float64Array>()
+                    .unwrap()
+                    .eq(&Float64Array::from(vec![1.1, 2.2])));
+                assert!(r
+                    .column(2)
+                    .as_any()
+                    .downcast_ref::<StringArray>()
+                    .unwrap()
+                    .eq(&StringArray::from(vec!["odd", "even"])));
+                assert!(r
+                    .column(3)
+                    .as_any()
+                    .downcast_ref::<Int64Array>()
+                    .unwrap()
+                    .eq(&Int64Array::from(vec![None, None])));
+            }
+            4 => {
+                assert!(r
+                    .column(0)
+                    .as_any()
+                    .downcast_ref::<Int64Array>()
+                    .unwrap()
+                    .eq(&Int64Array::from(vec![3, 4, 5, 6])));
+                assert!(r
+                    .column(1)
+                    .as_any()
+                    .downcast_ref::<Float64Array>()
+                    .unwrap()
+                    .eq(&Float64Array::from(vec![3.3, 4.4, 5.5, 6.6])));
+                assert!(r
+                    .column(2)
+                    .as_any()
+                    .downcast_ref::<StringArray>()
+                    .unwrap()
+                    .eq(&StringArray::from(vec!["odd", "even", "odd", "even"])));
+                assert!(r
+                    .column(3)
+                    .as_any()
+                    .downcast_ref::<Int64Array>()
+                    .unwrap()
+                    .eq(&Int64Array::from(vec![None, None, None, None])));
+            }
+            _ => {
+                println!("got {} rows in a record batch!", r.num_rows());
+                unreachable!()
+            }
+        }
+    }
+}
diff --git a/connectorx/tests/test_oracle.rs b/connectorx/tests/test_oracle.rs
new file mode 100644
index 0000000..05c46fd
--- /dev/null
+++ b/connectorx/tests/test_oracle.rs
@@ -0,0 +1,81 @@
+use connectorx::prelude::*;
+use connectorx::sources::oracle::OracleSource;
+use connectorx::sql::CXQuery;
+use std::env;
+
+#[test]
+#[ignore]
+fn test_types() {
+    let _ = env_logger::builder().is_test(true).try_init();
+    let dburl = env::var("ORACLE_URL").unwrap();
+    let mut source = OracleSource::new(&dburl, 1).unwrap();
+    #[derive(Debug, PartialEq)]
+    struct Row(i64, i64, f64, f64, String, String, String, String);
+
+    source.set_queries(&[CXQuery::naked("select * from admin.test_table")]);
+    source.fetch_metadata().unwrap();
+    let mut partitions = source.partition().unwrap();
+    assert!(partitions.len() == 1);
+    let mut partition = partitions.remove(0);
+    partition.result_rows().expect("run query");
+    assert_eq!(3, partition.nrows());
+    assert_eq!(8, partition.ncols());
+
+    let mut parser = partition.parser().unwrap();
+
+    let mut rows: Vec<Row> = Vec::new();
+    loop {
+        let (n, is_last) = parser.fetch_next().unwrap();
+        for _i in 0..n {
+            rows.push(Row(
+                parser.produce().unwrap(),
+                parser.produce().unwrap(),
+                parser.produce().unwrap(),
+                parser.produce().unwrap(),
+                parser.produce().unwrap(),
+                parser.produce().unwrap(),
+                parser.produce().unwrap(),
+                parser.produce().unwrap(),
+            ));
+        }
+        if is_last {
+            break;
+        }
+    }
+
+    assert_eq!(
+        vec![
+            Row(
+                1,
+                1,
+                1.1,
+                1.1,
+                "varchar1".to_string(),
+                "char1".to_string(),
+                "nvarchar1".to_string(),
+                "nchar1".to_string()
+            ),
+            Row(
+                2,
+                2,
+                2.2,
+                2.2,
+                "varchar2".to_string(),
+                "char2".to_string(),
+                "nvarchar2".to_string(),
+                "nchar2".to_string()
+            ),
+            Row(
+                3,
+                3,
+                3.3,
+                3.3,
+                "varchar3".to_string(),
+                "char3".to_string(),
+                "nvarchar3".to_string(),
+                "nchar3".to_string()
+            )
+        ],
+        rows
+    );
+}
diff --git a/connectorx/tests/test_polars.rs b/connectorx/tests/test_polars.rs
new file mode 100644
index 0000000..8fc63eb
--- /dev/null
+++ b/connectorx/tests/test_polars.rs
@@ -0,0 +1,299 @@
+use connectorx::{
+    constants::RECORD_BATCH_SIZE,
+    destinations::arrow2::Arrow2Destination,
+    prelude::*,
+    sources::{
+        dummy::{DummySource, DummyTypeSystem},
+        postgres::{rewrite_tls_args, BinaryProtocol, PostgresSource},
+    },
+    sql::CXQuery,
+    transports::{DummyArrow2Transport, PostgresArrow2Transport},
+};
+use polars::{df, prelude::*};
+use postgres::NoTls;
+use std::env;
+use url::Url;
+
+#[test]
+fn test_polars() {
+    let schema = [
+        DummyTypeSystem::I64(true),
+        DummyTypeSystem::F64(true),
+        DummyTypeSystem::Bool(false),
+        DummyTypeSystem::String(true),
+        DummyTypeSystem::F64(false),
+    ];
+    let nrows = vec![4, 7];
+    let ncols = schema.len();
+    let queries: Vec<CXQuery> = nrows
+        .iter()
+        .map(|v| CXQuery::naked(format!("{},{}", v, ncols)))
+        .collect();
+    let mut destination = Arrow2Destination::new();
+
+    let dispatcher = Dispatcher::<_, _, DummyArrow2Transport>::new(
+        DummySource::new(&["a", "b", "c", "d", "e"], &schema),
+        &mut destination,
+        &queries,
+        None,
+    );
+    dispatcher.run().expect("run dispatcher");
+
+    let df: DataFrame = destination.polars().unwrap();
+    let expected = df!(
+        "a" => &[0, 1, 2, 3, 0, 1, 2, 3, 4, 5, 6],
+        "b" => &[0.0, 1.0, 2.0, 3.0, 0.0, 1.0, 2.0, 3.0, 4.0, 5.0, 6.0],
+        "c" => &[true, false, true, false, true, false, true, false, true, false, true],
+        "d" => &["0", "1", "2", "3", "0", "1", "2", "3", "4", "5", "6"],
+        "e" => &[0.0, 1.0, 2.0, 3.0, 0.0, 1.0, 2.0, 3.0, 4.0, 5.0, 6.0]
+    )
+    .unwrap();
+
+    // order of each batch is not guaranteed
+    let expected2 = df!(
+        "a" => &[0, 1, 2, 3, 4, 5, 6, 0, 1, 2, 3],
+        "b" => &[0.0, 1.0, 2.0, 3.0, 4.0, 5.0, 6.0, 0.0, 1.0, 2.0, 3.0],
+        "c" => &[true, false, true, false, true, false, true, true, false, true, false],
+        "d" => &["0", "1", "2", "3", "4", "5", "6", "0", "1", "2", "3"],
+        "e" => &[0.0, 1.0, 2.0, 3.0, 4.0, 5.0, 6.0, 0.0, 1.0, 2.0, 3.0]
+    )
+    .unwrap();
+
+    assert!(df.frame_equal_missing(&expected) || df.frame_equal_missing(&expected2));
+}
+
+#[test]
+fn test_polars_large() {
+    let schema = [
+        DummyTypeSystem::I64(true),
+        DummyTypeSystem::F64(true),
+        DummyTypeSystem::Bool(false),
+        DummyTypeSystem::String(true),
+        DummyTypeSystem::F64(false),
+    ];
+    let nrows = vec![RECORD_BATCH_SIZE * 2 - 1, RECORD_BATCH_SIZE * 2 + 10];
+    let ncols = schema.len();
+    let queries: Vec<CXQuery> = nrows
+        .iter()
+        .map(|v| CXQuery::naked(format!("{},{}", v, ncols)))
+        .collect();
+    let mut destination = Arrow2Destination::new();
+
+    let dispatcher = Dispatcher::<_, _, DummyArrow2Transport>::new(
+        DummySource::new(&["a", "b", "c", "d", "e"], &schema),
+        &mut destination,
+        &queries,
+        None,
+    );
+    dispatcher.run().expect("run dispatcher");
+
+    let df: DataFrame = destination.polars().unwrap();
+    assert_eq!(RECORD_BATCH_SIZE * 4 + 9, df.height());
+    assert_eq!(5, df.width());
+}
+
+#[test]
+fn test_postgres_arrow() {
+    let _ = env_logger::builder().is_test(true).try_init();
+
+    let dburl = env::var("POSTGRES_URL").unwrap();
+
+    let queries = [
+        CXQuery::naked("select * from test_table where test_int < 2"),
+        CXQuery::naked("select * from test_table where test_int >= 2"),
+    ];
+    let url = Url::parse(dburl.as_str()).unwrap();
+    let (config, _tls) = rewrite_tls_args(&url).unwrap();
+    let builder = PostgresSource::<BinaryProtocol, NoTls>::new(config, NoTls, 2).unwrap();
+    let mut destination = Arrow2Destination::new();
+    let dispatcher = Dispatcher::<_, _, PostgresArrow2Transport<BinaryProtocol, NoTls>>::new(
+        builder,
+        &mut destination,
+        &queries,
+        Some(format!("select * from test_table")),
+    );
+
+    dispatcher.run().expect("run dispatcher");
+
+    let df: DataFrame = destination.polars().unwrap();
+
+    let expected = df!(
+        "test_int" => &[1, 0, 2, 3, 4, 1314],
+        "test_nullint" => &[Some(3), Some(5), None, Some(7), Some(9), Some(2)],
+        "test_str" => &[Some("str1"), Some("a"), Some("str2"), Some("b"), Some("c"), None],
+        "test_float" => &[None, Some(3.1), Some(2.2), Some(3.), Some(7.8), Some(-10.)],
+        "test_bool" => &[Some(true), None, Some(false), Some(false), None, Some(true)]
+    )
+    .unwrap();
+
+    let expected2 = df!(
+        "test_int" => &[2, 3, 4, 1314, 1, 0],
+        "test_nullint" => &[None, Some(7), Some(9), Some(2), Some(3), Some(5)],
+        "test_str" => &[Some("str2"), Some("b"), Some("c"), None, Some("str1"), Some("a")],
+        "test_float" => &[Some(2.2), Some(3.), Some(7.8), Some(-10.), None, Some(3.1)],
+        "test_bool" => &[Some(false), Some(false), None, Some(true), Some(true), None]
+    )
+    .unwrap();
+
+    assert!(df.frame_equal_missing(&expected) || df.frame_equal_missing(&expected2));
+}
+
+#[test]
+fn test_pg_pl_bool_array() {
+    let _ = env_logger::builder().is_test(true).try_init();
+
+    let dburl = env::var("POSTGRES_URL").unwrap();
+
+    let queries = [CXQuery::naked(
+        "select test_boolarray from test_types where test_boolarray is not null",
+    )];
+    let url = Url::parse(dburl.as_str()).unwrap();
+    let (config, _tls) = rewrite_tls_args(&url).unwrap();
+    let builder = PostgresSource::<BinaryProtocol, NoTls>::new(config, NoTls, 2).unwrap();
+    let mut destination = Arrow2Destination::new();
+    let dispatcher = Dispatcher::<_, _, PostgresArrow2Transport<BinaryProtocol, NoTls>>::new(
+        builder,
+        &mut destination,
+        &queries,
+        Some(format!("select * from test_types")),
+    );
+
+    dispatcher.run().expect("run dispatcher");
+
+    let s1 = Series::new("a", [true, false]);
+    let empty_vec: Vec<bool> = vec![];
+    let s2 = Series::new("b", empty_vec);
+    let s3 = Series::new("c", [true]);
+
+    let df: DataFrame = destination.polars().unwrap();
+    let test_df: DataFrame = df!(
+        "test_boolarray" => &[s1,s2,s3]
+    )
+    .unwrap();
+
+    println!("{:?}", df);
+    assert_eq!(df, test_df);
+}
+
+#[test]
+fn test_pg_pl_varchar_array() {
+    let _ = env_logger::builder().is_test(true).try_init();
+
+    let dburl = env::var("POSTGRES_URL").unwrap();
+
+    let queries = [CXQuery::naked("select test_varchararray from test_types")];
+    let url = Url::parse(dburl.as_str()).unwrap();
+    let (config, _tls) = rewrite_tls_args(&url).unwrap();
+    let builder = PostgresSource::<BinaryProtocol, NoTls>::new(config, NoTls, 2).unwrap();
+    let mut destination = Arrow2Destination::new();
+    let dispatcher = Dispatcher::<_, _, PostgresArrow2Transport<BinaryProtocol, NoTls>>::new(
+        builder,
+        &mut destination,
+        &queries,
+        Some(format!("select * from test_types")),
+    );
+
+    dispatcher.run().expect("run dispatcher");
+
+    let s1 = Series::new("a", ["str1", "str2"]);
+    let s2 = Series::new(
+        "b",
+        [
+            "0123456789",
+            "abcdefghijklmnopqrstuvwxyz",
+            "!@#$%^&*()_-+=~`:;<>?/",
+        ],
+    );
+    let s3 = Series::new("c", ["", "  "]);
+    let empty_vec: Vec<&str> = vec![];
+    let s4 = Series::new("d", empty_vec);
+
+    let df: DataFrame = destination.polars().unwrap();
+    let test_df: DataFrame = df!(
+        "test_varchararray" => &[s1,s2,s3,s4]
+    )
+    .unwrap();
+
+    println!("{:?}", df);
+    // panic!("spurious");
+    assert_eq!(df, test_df);
+}
+
+#[test]
+fn test_pg_pl_text_array() {
+    let _ = env_logger::builder().is_test(true).try_init();
+
+    let dburl = env::var("POSTGRES_URL").unwrap();
+
+    let queries = [CXQuery::naked("select test_textarray from test_types")];
+    let url = Url::parse(dburl.as_str()).unwrap();
+    let (config, _tls) = rewrite_tls_args(&url).unwrap();
+    let builder = PostgresSource::<BinaryProtocol, NoTls>::new(config, NoTls, 2).unwrap();
+    let mut destination = Arrow2Destination::new();
+    let dispatcher = Dispatcher::<_, _, PostgresArrow2Transport<BinaryProtocol, NoTls>>::new(
+        builder,
+        &mut destination,
+        &queries,
+        Some(format!("select * from test_types")),
+    );
+
+    dispatcher.run().expect("run dispatcher");
+
+    let s1 = Series::new("a", ["text1", "text2"]);
+    let s2 = Series::new(
+        "b",
+        [
+            "0123456789",
+            "abcdefghijklmnopqrstuvwxyz",
+            "!@#$%^&*()_-+=~`:;<>?/",
+        ],
+    );
+    let s3 = Series::new("c", ["", "  "]);
+    let empty_vec: Vec<&str> = vec![];
+    let s4 = Series::new("d", empty_vec);
+
+    let df: DataFrame = destination.polars().unwrap();
+    let test_df: DataFrame = df!(
+        "test_textarray" => &[s1,s2,s3,s4]
+    )
+    .unwrap();
+
+    println!("{:?}", df);
+    assert_eq!(df, test_df);
+}
+
+#[test]
+
+fn test_pg_pl_name() {
+    let _ = env_logger::builder().is_test(true).try_init();
+
+    let dburl = env::var("POSTGRES_URL").unwrap();
+
+    let queries = [CXQuery::naked("select test_name from test_types")];
+    let url = Url::parse(dburl.as_str()).unwrap();
+    let (config, _tls) = rewrite_tls_args(&url).unwrap();
+    let builder = PostgresSource::<BinaryProtocol, NoTls>::new(config, NoTls, 2).unwrap();
+    let mut destination = Arrow2Destination::new();
+    let dispatcher = Dispatcher::<_, _, PostgresArrow2Transport<BinaryProtocol, NoTls>>::new(
+        builder,
+        &mut destination,
+        &queries,
+        Some(format!("select * from test_types")),
+    );
+
+    dispatcher.run().expect("run dispatcher");
+
+    let s1 = "0";
+    let s2 = "21";
+    let s3 = "someName";
+    let s4 = "101203203-1212323-22131235";
+
+    let df: DataFrame = destination.polars().unwrap();
+    let test_df: DataFrame = df!(
+        "test_name" => &[s1,s2,s3,s4]
+    )
+    .unwrap();
+
+    println!("{:?}", df);
+    assert_eq!(df, test_df);
+}
diff --git a/connectorx/tests/test_postgres.rs b/connectorx/tests/test_postgres.rs
new file mode 100644
index 0000000..2beb6f1
--- /dev/null
+++ b/connectorx/tests/test_postgres.rs
@@ -0,0 +1,304 @@
+use arrow::{
+    array::{BooleanArray, Float64Array, Int64Array, StringArray},
+    record_batch::RecordBatch,
+};
+use connectorx::{
+    destinations::arrow::ArrowDestination,
+    prelude::*,
+    sources::postgres::{rewrite_tls_args, BinaryProtocol, CSVProtocol, PostgresSource},
+    sources::PartitionParser,
+    sql::CXQuery,
+    transports::PostgresArrowTransport,
+};
+use postgres::NoTls;
+use std::env;
+use url::Url;
+
+#[test]
+fn load_and_parse() {
+    let _ = env_logger::builder().is_test(true).try_init();
+
+    let dburl = env::var("POSTGRES_URL").unwrap();
+    #[derive(Debug, PartialEq)]
+    struct Row(i32, Option<i32>, Option<String>, Option<f64>, Option<bool>);
+
+    let url = Url::parse(dburl.as_str()).unwrap();
+    let (config, _tls) = rewrite_tls_args(&url).unwrap();
+    let mut source = PostgresSource::<BinaryProtocol, NoTls>::new(config, NoTls, 1).unwrap();
+    source.set_queries(&[CXQuery::naked("select * from test_table")]);
+    source.fetch_metadata().unwrap();
+
+    let mut partitions = source.partition().unwrap();
+    assert!(partitions.len() == 1);
+    let mut partition = partitions.remove(0);
+    partition.result_rows().expect("run query");
+
+    let mut parser = partition.parser().unwrap();
+
+    let mut rows: Vec<Row> = Vec::new();
+    loop {
+        let (n, is_last) = parser.fetch_next().unwrap();
+        for _i in 0..n {
+            rows.push(Row(
+                parser.produce().unwrap(),
+                parser.produce().unwrap(),
+                Produce::<Option<&str>>::produce(&mut parser)
+                    .unwrap()
+                    .map(ToString::to_string),
+                parser.produce().unwrap(),
+                parser.produce().unwrap(),
+            ));
+        }
+        if is_last {
+            break;
+        }
+    }
+
+    assert_eq!(
+        vec![
+            Row(1, Some(3), Some("str1".into()), None, Some(true)),
+            Row(2, None, Some("str2".into()), Some(2.2), Some(false)),
+            Row(0, Some(5), Some("a".into()), Some(3.1), None),
+            Row(3, Some(7), Some("b".into()), Some(3.), Some(false)),
+            Row(4, Some(9), Some("c".into()), Some(7.8), None),
+            Row(1314, Some(2), None, Some(-10.), Some(true)),
+        ],
+        rows
+    );
+}
+
+#[test]
+fn load_and_parse_csv() {
+    let _ = env_logger::builder().is_test(true).try_init();
+
+    let dburl = env::var("POSTGRES_URL").unwrap();
+    #[derive(Debug, PartialEq)]
+    struct Row(i32, Option<i32>, Option<String>, Option<f64>, Option<bool>);
+
+    let url = Url::parse(dburl.as_str()).unwrap();
+    let (config, _tls) = rewrite_tls_args(&url).unwrap();
+    let mut source = PostgresSource::<CSVProtocol, NoTls>::new(config, NoTls, 1).unwrap();
+    source.set_queries(&[CXQuery::naked("select * from test_table")]);
+    source.fetch_metadata().unwrap();
+
+    let mut partitions = source.partition().unwrap();
+    assert!(partitions.len() == 1);
+    let mut partition = partitions.remove(0);
+    partition.result_rows().expect("run query");
+
+    assert_eq!(6, partition.nrows());
+    assert_eq!(5, partition.ncols());
+
+    let mut parser = partition.parser().unwrap();
+
+    let mut rows: Vec<Row> = Vec::new();
+    loop {
+        let (n, is_last) = parser.fetch_next().unwrap();
+        for _i in 0..n {
+            rows.push(Row(
+                parser.produce().unwrap(),
+                parser.produce().unwrap(),
+                Produce::<Option<&str>>::produce(&mut parser)
+                    .unwrap()
+                    .map(ToString::to_string),
+                parser.produce().unwrap(),
+                parser.produce().unwrap(),
+            ));
+        }
+        if is_last {
+            break;
+        }
+    }
+    assert_eq!(
+        vec![
+            Row(1, Some(3), Some("str1".into()), None, Some(true)),
+            Row(2, None, Some("str2".into()), Some(2.2), Some(false)),
+            Row(0, Some(5), Some("a".into()), Some(3.1), None),
+            Row(3, Some(7), Some("b".into()), Some(3.), Some(false)),
+            Row(4, Some(9), Some("c".into()), Some(7.8), None),
+            Row(1314, Some(2), None, Some(-10.), Some(true)),
+        ],
+        rows
+    );
+}
+
+#[test]
+fn test_postgres() {
+    let _ = env_logger::builder().is_test(true).try_init();
+
+    let dburl = env::var("POSTGRES_URL").unwrap();
+
+    let queries = [
+        CXQuery::naked("select * from test_table where test_int < 2"),
+        CXQuery::naked("select * from test_table where test_int >= 2"),
+    ];
+    let url = Url::parse(dburl.as_str()).unwrap();
+    let (config, _tls) = rewrite_tls_args(&url).unwrap();
+    let builder = PostgresSource::<BinaryProtocol, NoTls>::new(config, NoTls, 2).unwrap();
+    let mut destination = ArrowDestination::new();
+    let dispatcher = Dispatcher::<_, _, PostgresArrowTransport<BinaryProtocol, NoTls>>::new(
+        builder,
+        &mut destination,
+        &queries,
+        Some(String::from("select * from test_table")),
+    );
+
+    dispatcher.run().expect("run dispatcher");
+
+    let result = destination.arrow().unwrap();
+    verify_arrow_results(result);
+}
+
+#[test]
+fn test_postgres_csv() {
+    let _ = env_logger::builder().is_test(true).try_init();
+
+    let dburl = env::var("POSTGRES_URL").unwrap();
+
+    let queries = [
+        CXQuery::naked("select * from test_table where test_int < 2"),
+        CXQuery::naked("select * from test_table where test_int >= 2"),
+    ];
+    let url = Url::parse(dburl.as_str()).unwrap();
+    let (config, _tls) = rewrite_tls_args(&url).unwrap();
+    let builder = PostgresSource::<CSVProtocol, NoTls>::new(config, NoTls, 2).unwrap();
+    let mut dst = ArrowDestination::new();
+    let dispatcher = Dispatcher::<_, _, PostgresArrowTransport<CSVProtocol, NoTls>>::new(
+        builder, &mut dst, &queries, None,
+    );
+
+    dispatcher.run().expect("run dispatcher");
+    let result = dst.arrow().unwrap();
+    verify_arrow_results(result);
+}
+
+#[test]
+fn test_postgres_agg() {
+    let _ = env_logger::builder().is_test(true).try_init();
+
+    let dburl = env::var("POSTGRES_URL").unwrap();
+
+    let queries = [CXQuery::naked(
+        "SELECT test_bool, SUM(test_float) FROM test_table GROUP BY test_bool",
+    )];
+
+    let url = Url::parse(dburl.as_str()).unwrap();
+    let (config, _tls) = rewrite_tls_args(&url).unwrap();
+    let builder = PostgresSource::<BinaryProtocol, NoTls>::new(config, NoTls, 1).unwrap();
+    let mut destination = ArrowDestination::new();
+    let dispatcher = Dispatcher::<_, _, PostgresArrowTransport<BinaryProtocol, NoTls>>::new(
+        builder,
+        &mut destination,
+        &queries,
+        Some("SELECT test_bool, SUM(test_float) FROM test_table GROUP BY test_bool".to_string()),
+    );
+
+    dispatcher.run().expect("run dispatcher");
+
+    let mut result = destination.arrow().unwrap();
+    assert!(result.len() == 1);
+    let rb = result.pop().unwrap();
+    assert!(rb.columns().len() == 2);
+
+    assert!(rb
+        .column(0)
+        .as_any()
+        .downcast_ref::<BooleanArray>()
+        .unwrap()
+        .eq(&BooleanArray::from(vec![None, Some(false), Some(true)])));
+
+    assert!(rb
+        .column(1)
+        .as_any()
+        .downcast_ref::<Float64Array>()
+        .unwrap()
+        .eq(&Float64Array::from(vec![
+            Some(10.9),
+            Some(5.2),
+            Some(-10.0),
+        ])));
+}
+
+pub fn verify_arrow_results(result: Vec<RecordBatch>) {
+    assert!(result.len() == 2);
+
+    for r in result {
+        match r.num_rows() {
+            2 => {
+                assert!(r
+                    .column(0)
+                    .as_any()
+                    .downcast_ref::<Int64Array>()
+                    .unwrap()
+                    .eq(&Int64Array::from(vec![1, 0])));
+                assert!(r
+                    .column(1)
+                    .as_any()
+                    .downcast_ref::<Int64Array>()
+                    .unwrap()
+                    .eq(&Int64Array::from(vec![3, 5])));
+                assert!(r
+                    .column(2)
+                    .as_any()
+                    .downcast_ref::<StringArray>()
+                    .unwrap()
+                    .eq(&StringArray::from(vec!["str1", "a"])));
+                assert!(r
+                    .column(3)
+                    .as_any()
+                    .downcast_ref::<Float64Array>()
+                    .unwrap()
+                    .eq(&Float64Array::from(vec![None, Some(3.1)])));
+                assert!(r
+                    .column(4)
+                    .as_any()
+                    .downcast_ref::<BooleanArray>()
+                    .unwrap()
+                    .eq(&BooleanArray::from(vec![Some(true), None])));
+            }
+            4 => {
+                assert!(r
+                    .column(0)
+                    .as_any()
+                    .downcast_ref::<Int64Array>()
+                    .unwrap()
+                    .eq(&Int64Array::from(vec![2, 3, 4, 1314])));
+                assert!(r
+                    .column(1)
+                    .as_any()
+                    .downcast_ref::<Int64Array>()
+                    .unwrap()
+                    .eq(&Int64Array::from(vec![None, Some(7), Some(9), Some(2)])));
+                assert!(r
+                    .column(2)
+                    .as_any()
+                    .downcast_ref::<StringArray>()
+                    .unwrap()
+                    .eq(&StringArray::from(vec![
+                        Some("str2"),
+                        Some("b"),
+                        Some("c"),
+                        None
+                    ])));
+                assert!(r
+                    .column(3)
+                    .as_any()
+                    .downcast_ref::<Float64Array>()
+                    .unwrap()
+                    .eq(&Float64Array::from(vec![2.2, 3., 7.8, -10.])));
+                assert!(r
+                    .column(4)
+                    .as_any()
+                    .downcast_ref::<BooleanArray>()
+                    .unwrap()
+                    .eq(&BooleanArray::from(vec![
+                        Some(false),
+                        Some(false),
+                        None,
+                        Some(true)
+                    ])));
+            }
+            _ => unreachable!(),
+        }
+    }
+}
diff --git a/docs/_config.yml b/docs/_config.yml
new file mode 100644
index 0000000..afd3af8
--- /dev/null
+++ b/docs/_config.yml
@@ -0,0 +1,24 @@
+# Book settings
+# Learn more at https://jupyterbook.org/customize/config.html
+
+title: ConnectorX
+author: SFU-DB
+logo: logo.png
+
+# Force re-execution of notebooks on each build.
+# See https://jupyterbook.org/content/execute.html
+execute:
+  execute_notebooks: force
+
+
+# Information about where the book exists on the web
+repository:
+  url: https://github.com/sfu-db/connector-x  # Online location of your book
+  path_to_book: docs  # Optional path to your book, relative to the repository root
+  branch: main  # Which branch of the repository should be used when creating links (optional)
+
+# Add GitHub buttons to your book
+# See https://jupyterbook.org/customize/config.html#add-a-link-to-your-repository
+html:
+  use_issues_button: true
+  use_repository_button: true
diff --git a/docs/_toc.yml b/docs/_toc.yml
new file mode 100644
index 0000000..4f7274d
--- /dev/null
+++ b/docs/_toc.yml
@@ -0,0 +1,18 @@
+# Table of contents
+# Learn more at https://jupyterbook.org/customize/toc.html
+
+format: jb-book
+root: intro
+
+chapters:
+  - file: install
+  - file: api
+  - file: databases
+    sections:
+    - file: databases/bigquery
+    - file: databases/mssql
+    - file: databases/mysql
+    - file: databases/oracle
+    - file: databases/postgres
+    - file: databases/sqlite
+  - file: freq_questions
diff --git a/docs/api.md b/docs/api.md
new file mode 100644
index 0000000..50fa4da
--- /dev/null
+++ b/docs/api.md
@@ -0,0 +1,96 @@
+# Basic usage
+ConnectorX enables you to run the SQL query, load data from databases into a Pandas Dataframe in the fastest and most memory efficient way.
+
+## API
+```python
+connectorx.read_sql(conn: Union[str, Dict[str, str]], query: Union[List[str], str], *, return_type: str = "pandas", protocol: str = "binary", partition_on: Optional[str] = None, partition_range: Optional[Tuple[int, int]] = None, partition_num: Optional[int] = None)
+```
+
+## Parameters
+- `conn: Union[str, Dict[str, str]]`: Connection string URI for querying single database or dict of database names (key) and connection string URIs (value) for querying multiple databases.
+  - Please check out [here](https://sfu-db.github.io/connector-x/databases.html) for connection string examples of each database
+- `query: Union[str, List[str]]`: SQL query or list of partitioned SQL queries for fetching data.
+- `return_type: str = "pandas"`: The return type of this function. It can be `arrow` (`arrow2`), `pandas`, `modin`, `dask` or `polars`.
+- `protocol: str = "binary"`: The protocol used to fetch data from source, default is `binary`. Check out [here](./databases.md) to see more details.
+- `partition_on: Optional[str]`: The column to partition the result.
+- `partition_range: Optional[Tuple[int, int]]`: The value range of the partition column.
+- `partition_num: Optional[int]`: The number of partitions to generate.
+- `index_col: Optional[str]`: The index column to set for the result dataframe. Only applicable when `return_type` is `pandas`, `modin` or `dask`. 
+
+
+## Examples
+- Read a DataFrame from a SQL using a single thread
+
+  ```python
+  import connectorx as cx
+
+  postgres_url = "postgresql://username:password@server:port/database"
+  query = "SELECT * FROM lineitem"
+
+  cx.read_sql(postgres_url, query)
+  ```
+
+- Read a DataFrame parallelly using 10 threads by automatically partitioning the provided SQL on the partition column (`partition_range` will be automatically  queried if not given)
+
+  ```python
+  import connectorx as cx
+
+  postgres_url = "postgresql://username:password@server:port/database"
+  query = "SELECT * FROM lineitem"
+
+  cx.read_sql(postgres_url, query, partition_on="l_orderkey", partition_num=10)
+  ```
+
+- Read a DataFrame parallelly using 2 threads by manually providing two partition SQLs (the schemas of all the query results should be same)
+
+  ```python
+  import connectorx as cx
+
+  postgres_url = "postgresql://username:password@server:port/database"
+  queries = ["SELECT * FROM lineitem WHERE l_orderkey <= 30000000", "SELECT * FROM lineitem WHERE l_orderkey > 30000000"]
+
+  cx.read_sql(postgres_url, queries)
+
+  ```
+  
+- Read a DataFrame parallelly using 4 threads from a more complex query
+
+  ```python
+  import connectorx as cx
+
+  postgres_url = "postgresql://username:password@server:port/database"
+  query = f"""
+  SELECT l_orderkey,
+         SUM(l_extendedprice * ( 1 - l_discount )) AS revenue,
+         o_orderdate,
+         o_shippriority
+  FROM   customer,
+         orders,
+         lineitem
+  WHERE  c_mktsegment = 'BUILDING'
+         AND c_custkey = o_custkey
+         AND l_orderkey = o_orderkey
+         AND o_orderdate < DATE '1995-03-15'
+         AND l_shipdate > DATE '1995-03-15'
+  GROUP  BY l_orderkey,
+            o_orderdate,
+            o_shippriority 
+  """
+
+  cx.read_sql(postgres_url, query, partition_on="l_orderkey", partition_num=4)
+
+  ```
+
+- Read a DataFrame from a SQL joined from multiple databases (experimental, only support PostgreSQL for now)
+
+  ```python
+  import connectorx as cx
+
+  db1 = "postgresql://username1:password1@server1:port1/database1"
+  db2 = "postgresql://username2:password2@server2:port2/database2"
+  query = "SELECT * FROM db1.nation n, db2.region r where n.n_regionkey = r.r_regionkey"
+
+  cx.read_sql({"db1": db1, "db2": db2}, query)
+
+  ```
+
diff --git a/docs/databases.md b/docs/databases.md
new file mode 100644
index 0000000..6eb371f
--- /dev/null
+++ b/docs/databases.md
@@ -0,0 +1,10 @@
+# Databases configuration and performance
+
+ConnectorX supports retrieving data from Postgres, MsSQL, MySQL, Oracle, SQLite, and BigQuery. This chapter introduces how to use ConnectorX to connect each database and the conversion between database types and Pandas types.
+
+* [BigQuery](./databases/bigquery.md)
+* [MsSQL](./databases/mssql.md)
+* [MySQL](./databases/mysql.md)
+* [Oracle](./databases/oracle.md)
+* [Postgres](./databases/postgres.md)
+* [SQLite](./databases/sqlite.md)
\ No newline at end of file
diff --git a/docs/databases/bigquery.md b/docs/databases/bigquery.md
new file mode 100644
index 0000000..f1b0b79
--- /dev/null
+++ b/docs/databases/bigquery.md
@@ -0,0 +1,37 @@
+# BigQuery
+
+```{note}
+BigQuery does not need to specify protocol.
+```
+
+```{warning}
+Currently, BigQuery does not support to apply paritition on Query with limit clause. 
+For example, `cx.read_sql(conn, 'select * from table limit 10', parition_num=3, partition_on='int')` will fail.
+If you want to fetch result from query with limit clause, please do not use partitioning.
+```
+
+### BigQuery Connection
+
+**Authentication File:** BigQuery connection need an authentication json file from Google Cloud Platform. If you do not have an authentication json file, you can create your BigQuery authentication [here](https://cloud.google.com/docs/authentication/getting-started).
+
+```py
+import connectorx as cx
+authentication_file_path = '/home/user/path/auth.json'      # path to your authentication json file
+conn = 'bigquery://' + authentication_file_path             # connection token
+query = 'SELECT * FROM `database.dataset.table`'            # query string
+cx.read_sql(conn, query)                                    # read data from BigQuery
+```
+
+### BigQuery-Pandas Type Mapping
+| BigQuery Type             |      Pandas Type            |  Comment                           |
+|:-------------------------:|:---------------------------:|:----------------------------------:|
+| Bool, Boolean             | bool, boolean(nullable)     |                                    |
+| Int64, Integer            | int64, Int64(nullable)      |                                    |
+| Float64, Float            | float64                     |                                    |
+| Numeric                   | float64                     |                                    |
+| String                    | object                      |                                    |
+| BYTES                     | object                      |                                    |
+| Time                      | object                      |                                    |
+| DATE                      | datetime64[ns]              |                                    |
+| Datetime                  | datetime64[ns]              |                                    |
+| TIMESTAMP                 | datetime64[ns]              | UTC                                |
\ No newline at end of file
diff --git a/docs/databases/mssql.md b/docs/databases/mssql.md
new file mode 100644
index 0000000..f637f4e
--- /dev/null
+++ b/docs/databases/mssql.md
@@ -0,0 +1,63 @@
+# MsSQL
+
+```{note}
+SQLServer does not need to specify protocol.
+```
+
+### MsSQL Connection
+```{hint} 
+By adding `trusted_connection=true` to connection uri parameter, windows authentication will be enabled. Example: `mssql://host:port/db?trusted_connection=true`
+By adding `encrypt=true` to connection uri parameter, SQLServer will use SSL encryption. Example: `mssql://host:port/db?encrypt=true&trusted_connection=true`
+```
+```{hint} 
+if the user password has special characters, they need to be sanitized. example: `from urllib import parse; password = parse.quote_plus(password)`
+```
+
+```py
+import connectorx as cx
+conn = 'mssql://username:password@server:port/database?encrypt=true&trusted_connection=true'         # connection token
+query = 'SELECT * FROM table'                                   # query string
+cx.read_sql(conn, query)                                        # read data from MsSQL
+```
+
+### SQLServer-Pandas Type Mapping
+| SQLServer Type  |      Pandas Type            |  Comment                           |
+|:---------------:|:---------------------------:|:----------------------------------:|
+| TINYINT         | int64, Int64(nullable)      |                                    |
+| SMALLINT        | int64, Int64(nullable)      |                                    |
+| INT             | int64, Int64(nullable)      |                                    |
+| BIGINT          | int64, Int64(nullable)      |                                    |
+| FLOAT           | float64                     |                                    |
+| NUMERIC         | float64                     |                                    |
+| DECIMAL         | float64                     | cannot support precision larger than 28                                   |
+| BIT             | bool, boolean(nullable)     |                                    |
+| VARCHAR         | object                      |                                    |
+| CHAR            | object                      |                                    |
+| TEXT            | object                      |                                    |
+| NVARCHAR        | object                      |                                    |
+| NCHAR           | object                      |                                    |
+| NTEXT           | object                      |                                    |
+| VARBINARY       | object                      |                                    |
+| BINARY          | object                      |                                    |
+| IMAGE           | object                      |                                    |
+| DATETIME        | datetime64[ns]              |                                    |
+| DATETIME2       | datetime64[ns]              |                                    |
+| SMALLDATETIME   | datetime64[ns]              |                                    |
+| DATE            | datetime64[ns]              |                                    |
+| DATETIMEOFFSET  | datetime64[ns]              |                                    |
+| TIME            | object                      |                                    |
+| UNIQUEIDENTIFIER| object                      |                                    |
+
+### Performance (r5.4xlarge docker in another EC2 instance)
+
+**Modin does not support read_sql on Mssql**
+
+- Time chart, lower is better.
+
+<p align="center"><img alt="time chart" src="https://raw.githubusercontent.com/sfu-db/connector-x/main/assets/mssql-time.png"/></p>
+
+- Memory consumption chart, lower is better.
+
+<p align="center"><img alt="memory chart" src="https://raw.githubusercontent.com/sfu-db/connector-x/main/assets/mssql-mem.png"/></p>
+
+In conclusion, ConnectorX uses **3x** less memory and **14x** less time compared with Pandas.
diff --git a/docs/databases/mysql.md b/docs/databases/mysql.md
new file mode 100644
index 0000000..d486b3a
--- /dev/null
+++ b/docs/databases/mysql.md
@@ -0,0 +1,51 @@
+# MySQL
+
+## Protocols
+* `binary`: [MySQL Binary protocol](https://github.com/blackbeam/rust-mysql-simple), recommend to use in general.
+* `text`: [MySQL Text protocol](https://github.com/blackbeam/rust-mysql-simple), slower than `binary`, recommend to use only when `binary` protocol is not supported by the source (e.g. Clickhouse).
+
+## MySQL Connection
+```py
+import connectorx as cx
+conn = 'mysql://username:password@server:port/database'         # connection token
+query = 'SELECT * FROM table'                                   # query string
+cx.read_sql(conn, query)                                        # read data from MySQL
+```
+
+## MySQL-Pandas Type Mapping
+| MySQL Type      |      Pandas Type            |  Comment                           |
+|:---------------:|:---------------------------:|:----------------------------------:|
+| TINYINT         | int64, Int64(nullable)      |                                    |
+| SMALLINT        | int64, Int64(nullable)      |                                    |
+| MEDIUMINT       | int64, Int64(nullable)      |                                    |
+| INT             | int64, Int64(nullable)      |                                    |
+| BIGINT          | int64, Int64(nullable)      |                                    |
+| FLOAT           | float64                     |                                    |
+| DOUBLE          | float64                     |                                    |
+| DECIMAL         | float64, object(Clickhouse) | Clickhouse return DECIMAL in string, cannot support precision larger than 28 |
+| VARCHAR         | object                      |                                    |
+| CHAR            | object                      |                                    |
+| DATE            | datetime64[ns]              | only support date after year 1970  |
+| TIME            | object                      |                                    |
+| DATETIME        | datetime64[ns]              | only support date after year 1970  |
+| TIMESTAMP       | datetime64[ns]              |                                    |
+| YEAR            | int64, Int64(nullable)      |                                    |
+| TINYBLOB        | object                      |                                    |
+| BLOB            | object                      |                                    |
+| MEDIUMBLOB      | object                      |                                    |
+| LONGBLOB        | object                      |                                    |
+| JSON            | object                      |                                    |
+| ENUM            | object                      |                                    |
+
+
+### Performance (db.m6g.4xlarge RDS)
+
+- Time chart, lower is better.
+
+<p align="center"><img alt="time chart" src="https://raw.githubusercontent.com/sfu-db/connector-agent/main/assets/mysql-time.png"/></p>
+
+- Memory consumption chart, lower is better.
+
+<p align="center"><img alt="memory chart" src="https://raw.githubusercontent.com/sfu-db/connector-agent/main/assets/mysql-mem.png"/></p>
+
+In conclusion, ConnectorX uses **3x** less memory and **8x** less time compared with Pandas.
diff --git a/docs/databases/oracle.md b/docs/databases/oracle.md
new file mode 100644
index 0000000..f25e05e
--- /dev/null
+++ b/docs/databases/oracle.md
@@ -0,0 +1,40 @@
+# Oracle
+
+
+### Oracle Connection
+```py
+import connectorx as cx
+conn = 'oracle://username:password@server:port/database'        # connection token
+query = 'SELECT * FROM table'                                   # query string
+cx.read_sql(conn, query)                                        # read data from Oracle
+```
+
+### Oracle-Pandas Type Mapping
+| Oracle Type               |      Pandas Type            |  Comment                           |
+|:-------------------------:|:---------------------------:|:----------------------------------:|
+| Number(\*,0)              | int64, Int64(nullable)      |                                    |
+| Number(\*,>0)             | float64                     |                                    |
+| Float                     | float64                     |                                    |
+| BINARY_FLOAT              | float64                     |                                    |
+| BINARY_DOUBLE             | float64                     |                                    |
+| VARCHAR2                  | object                      |                                    |
+| CHAR                      | object                      |                                    |
+| NCHAR                     | object                      |                                    |
+| NVarchar2                 | object                      |                                    |
+| DATE                      | datetime64[ns]              |                                    |
+| TIMESTAMP                 | datetime64[ns]              |                                    |
+| TIMESTAMP WITH TIME ZONE  | datetime64[ns]              |                                    |
+
+### Performance (db.r5.4xlarge RDS)
+
+**Modin and Turbodbc does not support read_sql on Oracle**
+
+- Time chart, lower is better.
+
+<p align="center"><img alt="time chart" src="https://raw.githubusercontent.com/sfu-db/connector-x/main/assets/oracle-time.png"/></p>
+
+- Memory consumption chart, lower is better.
+
+<p align="center"><img alt="memory chart" src="https://raw.githubusercontent.com/sfu-db/connector-x/main/assets/oracle-mem.png"/></p>
+
+In conclusion, ConnectorX uses **3x** less memory and **3x** less time compared with Pandas.
diff --git a/docs/databases/postgres.md b/docs/databases/postgres.md
new file mode 100644
index 0000000..caa39cf
--- /dev/null
+++ b/docs/databases/postgres.md
@@ -0,0 +1,66 @@
+# Postgres
+
+### Protocols
+* `binary`: [Postgres Binary COPY protocol](https://www.postgresql.org/docs/current/sql-copy.html), recommend to use in general since fast data parsing speed.
+* `csv`: [Postgres CSV COPY protocol](https://www.postgresql.org/docs/current/sql-copy.html), recommend to use when network is slow (`csv` usually results in smaller size than `binary`).
+* `cursor`: Conventional wire protocol (slowest one), recommend to use only when `binary` and `csv` is not supported by the source (e.g. Redshift).
+
+## Postgres Connection
+```{hint}
+Adding `sslmode=require` to connection uri parameter force SSL connection. Example: `postgresql://username:password@host:port/db?sslmode=require`. `sslmode=disable` to disable SSL connection.
+
+To connect to redshift, replace `postgresql://` with `redshift://`.
+```
+
+```py
+import connectorx as cx
+conn = 'postgres://username:password@server:port/database'         # connection token
+query = "SELECT * FROM table"                                   # query string
+cx.read_sql(conn, query)                                        # read data from Postgres
+```
+
+## Postgres-Pandas Type Mapping
+
+| Postgres Type   |      Pandas Type          |  Comment                           |
+|:---------------:|:-------------------------:|:----------------------------------:|
+| BOOL            | bool, boolean(nullable)   |                                    |
+| INT2            | int64, Int64(nullable)    |                                    |
+| INT4            | int64, Int64(nullable)    |                                    |
+| INT8            | int64, Int64(nullable)    |                                    |
+| FLOAT4          | float64                   |                                    |
+| FLOAT8          | float64                   |                                    |
+| NUMERIC         | float64                   | cannot support precision larger than 28                                    |
+| TEXT            | object                    |                                    |
+| BPCHAR          | object                    |                                    |
+| VARCHAR         | object                    |                                    |
+| CHAR            | object                    |                                    |
+| BYTEA           | object                    |                                    |
+| DATE            | datetime64[ns]            |                                    |
+| TIME            | object                    |                                    |
+| TIMESTAMP       | datetime64[ns]            |                                    |
+| TIMESTAMPZ      | datetime64[ns]            |                                    |
+| UUID            | object                    |                                    |
+| JSON            | object                    |                                    |
+| JSONB           | object                    |                                    |
+| ENUM            | object                    | need to convert enum column to text manually (`::text`) when using `csv` and `cursor` protocol |
+| ltree           | object                    | binary protocol supported only after Postgres version 13 |
+| lquery          | object                    | binary protocol supported only after Postgres version 13 |
+| ltxtquery       | object                    | binary protocol supported only after Postgres version 13 |
+| INT2[]          | object                    | list of i64                        |
+| INT4[]          | object                    | list of i64                        |
+| INT8[]          | object                    | list of i64                        |
+| FLOAT4[]        | object                    | list of f64                        |
+| FLOAT8[]        | object                    | list of f64                        |
+| NUMERIC[]       | object                    | list of f64                        |
+
+## Performance (db.m6g.4xlarge RDS)
+
+- Time chart, lower is better.
+
+<p align="center"><img alt="time chart" src="https://raw.githubusercontent.com/sfu-db/connector-agent/main/assets/pg-time.png"/></p>
+
+- Memory consumption chart, lower is better.
+
+<p align="center"><img alt="memory chart" src="https://raw.githubusercontent.com/sfu-db/connector-agent/main/assets/pg-mem.png"/></p>
+
+In conclusion, ConnectorX uses **3x** less memory and **13x** less time compared with Pandas.
diff --git a/docs/databases/sqlite.md b/docs/databases/sqlite.md
new file mode 100644
index 0000000..2d8d5ab
--- /dev/null
+++ b/docs/databases/sqlite.md
@@ -0,0 +1,50 @@
+# SQLite
+Since SQLite adopts a [dynamic type system](https://www.sqlite.org/datatype3.html), we infer type as follow:
+* If there is a declared type of the column, we derive the type using [column affinity rules](https://www.sqlite.org/datatype3.html#affname), code can be found [here](https://github.com/sfu-db/connector-x/blob/main/connectorx/src/sources/sqlite/typesystem.rs#L47).
+* Otherwise we directly adopt the value's type in the first row of the result (in each partition), which results in INTEGER, REAL, TEXT and BLOB.
+* If the first row of the result is NULL in the partition, try next partition. Throw an error if first rows of all partitions are NULL for a column.
+
+### SQLite Connection
+```py
+import connectorx as cx
+db_path = '/home/user/path/test.db'                         # path to your SQLite database
+conn = 'sqlite://' + db_path                                # connection token
+query = 'SELECT * FROM `database.dataset.table`'            # query string
+cx.read_sql(conn, query)                                    # read data from SQLite
+```
+
+Example on windows:
+```py
+import connectorx as cx
+import urllib
+db_path = urllib.parse.quote("C:\\user\\path\\test.db")     # url encode the path to your SQLite database         
+conn = 'sqlite://' + db_path                                # connection token
+query = 'SELECT * FROM `database.dataset.table`'            # query string
+cx.read_sql(conn, query)                                    # read data from SQLite
+```
+
+### SQLite Type Mapping
+| SQLite Type      |      Pandas Type            |  Comment                           |
+|:----------------:|:---------------------------:|:----------------------------------:|
+| INTEGER          | int64, Int64(nullable)      | declared type that contains substring "int" |
+| BOOL             | bool, boolean(nullable)     | declared type is "boolean" or "bool" |
+| REAL             | float64                     | declared type that contains substring "real", "floa", "doub" |
+| TEXT             | object                      | declared type that contains substring "char", "clob", "text" |
+| BLOB             | object                      | declared type that contains substring "blob" |
+| DATE             | datetime64[ns]              | declared type is "date"            |
+| TIME             | object                      | declared type is "time"            |
+| TIMESTAMP        | datetime64[ns]              | declared type is "datetime" or "timestamp", the format must follow `YYYY-MM-DD HH:MM:SS"/"YYYY-MM-DD HH:MM:SS.SSS`|
+
+## Performance (r5.4xlarge EC2 same instance)
+
+**Turbodbc does not support read_sql on SQLite**
+
+- Time chart, lower is better.
+
+<p align="center"><img alt="time chart" src="https://raw.githubusercontent.com/sfu-db/connector-agent/main/assets/sqlite-time.png"/></p>
+
+- Memory consumption chart, lower is better.
+
+<p align="center"><img alt="memory chart" src="https://raw.githubusercontent.com/sfu-db/connector-agent/main/assets/sqlite-mem.png"/></p>
+
+In conclusion, ConnectorX uses **2x** less memory and **5x** less time compared with Pandas.
diff --git a/docs/freq_questions.md b/docs/freq_questions.md
new file mode 100644
index 0000000..71e9f0a
--- /dev/null
+++ b/docs/freq_questions.md
@@ -0,0 +1,37 @@
+# Frequently asked questions
+
+## How to specify the partition number?
+
+`partition_num` will determine how many queries we are going to split from the original one and issue to the database. Underlying, we use [rayon](https://github.com/rayon-rs/rayon) as our parallel executor, which adopts a pool of threads to handle each partitioned query. The number of threads in the pool equals to the number of logical cores on the machine. It is recommended to set the `partition_num` to the number of available logical cores.
+
+## How to choose the partition column?
+
+`partition_on` specifies on which column we will partition the query. In order to achieve the best performance, it is ideal that each partitioned query will return the same number of rows. And since we partition the column evenly, it is recommended that the numerical `partition_on` column is evenly distributed. Whether a column has index or not might also affect the performance depends on the source database. You can give it a try if you have multiple candidates. Also, you can manually partition the query if our partition method cannot match your need. ConnectorX will still return a whole dataframe with all the results of the list of queries you input.
+
+## How to print log in Python?
+
+Set the environment variable `RUST_LOG` to have a detailed look at Rust log.
+```python
+import os
+os.environ["RUST_LOG"]="connectorx=debug,connectorx_python=debug"
+import connectorx as cx
+
+df = cx.read_sql(conn, query) // It will be more clear to test when no partitioning first
+```
+
+## Why is my query slow on ConnectorX?
+
+ConnectorX is mainly targeting on the large query result fetching scenario. It speeds up the process by optimizing the client-side execution and saturating both network and machine resource through parallelism. When query execution on the database server is the bottleneck (for example when the result size is small, and/or the query is very complex), there will be overhead coming from metadata fetching. In ConnectorX, there are up to three info that will be fetched before issue the query to database:
+
+* MIN, MAX query for partition range (if partition is enabled and `partition_range` is not given)
+* COUNT query (if `return_type="pandas"`)
+* schema fetching query, which gets type and name for each column in the result
+
+For users who want to have pandas.DataFrame as final result. In order to avoid the costly COUNT query, one workaround is to use Arrow as an intermediate destination from ConnectorX and convert it into Pandas using Arrow’s [to_pandas API](https://arrow.apache.org/docs/python/generated/pyarrow.Table.html?pyarrow.Table.to_pandas). For example:
+
+```Python
+import connectorx as cx
+
+table = cx.read_sql(db_uri, query, return_type="arrow") # or arrow2 https://github.com/jorgecarleitao/arrow2
+df = table.to_pandas(split_blocks=False, date_as_object=False)
+```
\ No newline at end of file
diff --git a/docs/install.md b/docs/install.md
new file mode 100644
index 0000000..0a77c3e
--- /dev/null
+++ b/docs/install.md
@@ -0,0 +1,46 @@
+# Getting Started
+
+## Installation
+
+### Pip
+
+The easiest way to install ConnectorX is using pip, with the following command:
+
+```bash
+pip install connectorx
+```
+
+### Build from source code
+
+* Step 0: Install tools.
+    * Install Rust: `curl --proto '=https' --tlsv1.2 -sSf https://sh.rustup.rs | sh`
+    * Install [just](https://github.com/casey/just): `cargo install just`
+    * Install [Poetry](https://python-poetry.org/docs/): `pip3 install poetry`
+
+* Step 1: Fresh clone of source.
+```bash
+git clone https://github.com/sfu-db/connector-x.git
+```
+
+* Step 2: Install and switch to the correct rust version (please refer [this file](https://github.com/sfu-db/connector-x/blob/main/.github/workflows/release.yml) and search for `rust` for the latest using version).
+```bash
+rustup install {version}
+rustup override set {version}
+```
+
+* Step 3: Install system dependencies. Please refer to [release.yml](https://github.com/sfu-db/connector-x/blob/main/.github/workflows/release.yml) for dependencies needed for different os.
+
+* Step 4: Install python dependencies.
+```bash
+just bootstrap-python
+```
+
+* Step 5: Build wheel.
+```bash
+just build-python-wheel
+```
+
+NOTES:
+* `OPENSSL_NO_VENDOR=1` might required to compile for windows users.
+* Dynamic library is required for the python installation. (e.g. If you are using `pyenv`, use command `PYTHON_CONFIGURE_OPTS=“--enable-shared” pyenv install {version}` to install python since dylib is not enabled by default.)
+
diff --git a/docs/intro.md b/docs/intro.md
new file mode 100644
index 0000000..53fb8ea
--- /dev/null
+++ b/docs/intro.md
@@ -0,0 +1,115 @@
+# Introduction
+
+Load data from <img src="https://raw.githubusercontent.com/sfu-db/connector-x/main/assets/sources.gif" width="6.5%" style="margin-bottom: -2px"/> to <img src="https://raw.githubusercontent.com/sfu-db/connector-x/main/assets/destinations.gif" width="7%" style="margin-bottom: -2px"/>, the fastest way.
+
+ConnectorX enables you to load data from databases into Python in the fastest and most memory efficient way. It is a Python package that provides a high-level interface to the popular database connectors. Here is our rust documentation: [rust-docs](https://sfu-db.github.io/connector-x/rust-docs/connectorx/).
+
+What you need is one line of code:
+
+```python
+import connectorx as cx
+
+cx.read_sql("postgresql://username:password@server:port/database", "SELECT * FROM lineitem")
+```
+
+Optionally, you can accelerate the data loading using parallelism by specifying a partition column.
+
+```python
+import connectorx as cx
+
+cx.read_sql("postgresql://username:password@server:port/database", "SELECT * FROM lineitem", partition_on="l_orderkey", partition_num=10)
+```
+
+The function will partition the query by **evenly** splitting the specified column to the amount of partitions.
+ConnectorX will assign one thread for each partition to load and write data in parallel.
+Currently, we support partitioning on **numerical** columns (**cannot contain NULL**) for **SPJA** queries. 
+
+**Experimental: We are now providing federated query support (PostgreSQL only and do not support partition for now), you can write a single query to join tables from two or more databases! (JRE >= 1.8 is required)**
+```python
+import connectorx as cx
+
+db1 = "postgresql://username1:password1@server1:port1/database1"
+db2 = "postgresql://username2:password2@server2:port2/database2"
+
+cx.read_sql({"db1": db1, "db2": db2}, "SELECT * FROM db1.nation n, db2.region r where n.n_regionkey = r.r_regionkey")
+```
+
+Check out more detailed usage and examples [here](https://sfu-db.github.io/connector-x/api.html). A general introduction of the project can be found in this [blog post](https://towardsdatascience.com/connectorx-the-fastest-way-to-load-data-from-databases-a65d4d4062d5).
+
+# Performance
+
+We compared different solutions in Python that provides the `read_sql` function, by loading a 10x TPC-H lineitem table (8.6GB) from Postgres into a DataFrame, with 4 cores parallelism.
+
+## Time chart, lower is better.
+
+<p align="center"><img alt="time chart" src="https://raw.githubusercontent.com/sfu-db/connector-x/main/assets/pg-time.png"/></p>
+
+## Memory consumption chart, lower is better.
+
+<p align="center"><img alt="memory chart" src="https://raw.githubusercontent.com/sfu-db/connector-x/main/assets/pg-mem.png"/></p>
+
+In conclusion, ConnectorX uses up to **3x** less memory and **21x** less time (**3x** less memory and **13x** less time compared with Pandas.). More benchmark result can be found under each database pages [here](https://sfu-db.github.io/connector-x/databases.html).
+
+## How does ConnectorX achieve a lightening speed while keeping the memory footprint low?
+
+We observe that existing solutions more or less do data copy multiple times when downloading the data.
+Additionally, implementing a data intensive application in Python brings additional cost.
+
+ConnectorX is written in Rust and follows "zero-copy" principle.
+This allows it to make full use of the CPU by becoming cache and branch predictor friendly. Moreover, the architecture of ConnectorX ensures the data will be copied exactly once, directly from the source to the destination.
+
+## How does ConnectorX download the data?
+
+Upon receiving the query, e.g. `SELECT * FROM lineitem`, ConnectorX will first issue a `LIMIT 1` query `SELECT * FROM lineitem LIMIT 1` to get the schema of the result set.
+
+Then, if `partition_on` is specified, ConnectorX will issue `SELECT MIN($partition_on), MAX($partition_on) FROM (SELECT * FROM lineitem)` to know the range of the partition column.
+After that, the original query is split into partitions based on the min/max information, e.g. `SELECT * FROM (SELECT * FROM lineitem) WHERE $partition_on > 0 AND $partition_on < 10000`.
+ConnectorX will then run a count query to get the partition size (e.g. `SELECT COUNT(*) FROM (SELECT * FROM lineitem) WHERE $partition_on > 0 AND $partition_on < 10000`). If the partition
+is not specified, the count query will be `SELECT COUNT(*) FROM (SELECT * FROM lineitem)`.
+
+Finally, ConnectorX will use the schema info as well as the count info to allocate memory and download data by executing the queries normally.
+
+Once the downloading begins, there will be one thread for each partition so that the data are downloaded in parallel at the partition level. The thread will issue the query of the corresponding
+partition to the database and then write the returned data to the destination row-wise or column-wise (depends on the database) in a streaming fashion. 
+
+# Supported Sources & Destinations
+
+Example connection string, supported protocols and data types for each data source can be found [here](https://sfu-db.github.io/connector-x/databases.html).
+
+For more planned data sources, please check out our [discussion](https://github.com/sfu-db/connector-x/discussions/61).
+
+## Sources
+- [x] Postgres
+- [x] Mysql
+- [x] Mariadb (through mysql protocol)
+- [x] Sqlite
+- [x] Redshift (through postgres protocol)
+- [x] Clickhouse (through mysql protocol)
+- [x] SQL Server
+- [x] Azure SQL Database (through mssql protocol)
+- [x] Oracle
+- [x] Big Query
+- [ ] ODBC (WIP)
+- [ ] ...
+
+## Destinations
+- [x] Pandas
+- [x] PyArrow
+- [x] Modin (through Pandas)
+- [x] Dask (through Pandas)
+- [x] Polars (through PyArrow)
+
+# Supports
+
+You are always welcomed to:
+1. Ask questions in stackoverflow. Make sure to have #connectorx attached.
+2. Ask questions & propose new ideas in our [forum][discussion_page].
+3. Help us developing this project (adding databases and dataframes), please check out this [guide](https://github.com/sfu-db/connector-x/blob/main/CONTRIBUTING.md).
+
+# Organizations and Projects using ConnectorX
+
+[<img src="https://raw.githubusercontent.com/pola-rs/polars-static/master/logos/polars-logo-dark.svg" height="60" style="margin-bottom: -2px"/>](https://github.com/pola-rs/polars)
+[<img src="https://raw.githubusercontent.com/sfu-db/dataprep/develop/assets/logo.png" height="60" style="margin-bottom: -2px"/>](https://dataprep.ai/)
+[<img src="https://github.com/modin-project/modin/blob/3d6368edf311995ad231ec5342a51cd9e4e3dc20/docs/img/MODIN_ver2_hrz.png?raw=true" height="60" style="margin-bottom: -2px"/>](https://modin.readthedocs.io)
+
+To add your project/organization here, reply our post [here](https://github.com/sfu-db/connector-x/discussions/146)
diff --git a/docs/logo.png b/docs/logo.png
new file mode 100644
index 0000000000000000000000000000000000000000..f788fda41e70e9828534a72db6ed3db6d07cd585
GIT binary patch
literal 43523
zcmeEshd<Tt|2HX>kqX(zs*sS3V;y8xG9r;3W#k}n!m&RxvZW|{Wbf=v$syy|N66?{
z=OFVK$GWeh@9+D&@4w;xcszRK9M`#C&+B<TU-Nz5>S(FcQn6Bzk&)5fyQ`v0Ms~iG
zjEq9|93^-s=J{1q@Zb5Dcb~YBkqPsX{*k+9DZC~l<08AKa_5oz*zzxQSm93(&X*<D
z-cOIn2pgtv>+?)cHLkax9+YK!kalZ~Rpxr4-&La_wbQbWN-dWjq(LuVcJJq56FXOX
zhVtI|t3oPo{$U*I4`cUdSfb=h;Qum|C#Ek^JwJK$&`G~>)y2n)N}f9NldN{*s`P^0
z)aHtd&(hJ+Q8fVe_s8PJ%$fiBovbf=?bLr?*y_2H|Mx|OK*N83CmUlh``;H1R3iU<
z;U^i$^xqeXiC?Mz`yx&AUo-!b_OH_Z>kwrB`pv(==HJlyZ@&3Ad;VK;{5LE7r+~Uu
z=~(4n>ssf!9<oU|KH{l+e6qqX;iSB}RmGrUoFHN<(r8r2IqitM9XOfMeD-98qQgne
z#jF7}PAdFnqpWPN9r$y;f9h``mUiW&2n&De&A3?hk3HR)pS>B)pe_YJinx;xN@cqa
zFAS{QZLNf63EneT@wGYmtDo+P;g>gYNc1IbQ_ly))yD9nKPP`9yLJ-ArkO`(Dg^@U
zof6a)DE@wE;0-7SFO6WjveLeNAL!u~#vJe4xi*r?2?eYrTx2_0)B*u^{qkJPzyBN<
zCO7CZEupw9lF>{}R`Q&|Y+NeL=lWkGS?7SCv{zk_oZt}sxc0*Pb|M#>VktsOTBdYc
zC)J(h5dL@F{fnT=3cqH0=rKDzrc55_v9)vBcK8*oy!7;=p0ZzR3Y>qjT_#~e#c8P-
z*CpNh{1PiJ>4z)AOf9C3=?Q0~UOHK%_=kke$|xA)NTEdKRvbq0v6qNkT=W|g*2+j_
z{JW<2WX(PDFVh9HX6MVu!<{%D_Y&}ZP*YWfzpm|<L?RCreaBrhgw}$m3$ZO1K$sNx
z4`6i?VD=l|V%^`2lBrcRRY@a@IDg+Je)?N`&)xuax6~u3@r3n7EqDI5Z64xJvLS2l
z-_~2K3PYw_E`Pc1&<C~p%MjOmP0H3cs0kGXPQS5dO@9==cP9Pig^tAE_HfUY9G26U
zQ(Pd2Nn|hH;qnrRf6cU{kdEQac-ivh2mY2z&r6F}mt=@P|AT=aU>H@08h4AG<6Xwz
zAbOAwrA5a=IbGNe5B_fdiqsJ-XGRZVs-y#HrxgRwj{eC^{mZptBx&#Tx}U$FyPkVW
zx6qHKO>^z4+~Nr!nE272e11CQf0o>qc{7cd^241k{cC%O57=hT7hEOwMZ_-JoYlEa
zE_w11KO*S{m4R@=7RkPn&-bJ0(w?3A52=Ln;Iu)D)?tIBzX<~*ik+uN|3byn1E@6p
zJy#a`$=^@_sucX*{lC^S*4DmiZf#QVKbe6|%M<thFBX`U+{x2Sk$-nm^d_O^1~|sD
z{<<I8U%3A+`j;oNe<}Ev0uZ|XzmEleMx+>>wOOexayU28)82ewfT=#7^E^HbpgUSU
z-tXB+Z9d*ZAMcbLfAc*kX+FqFB~~BX?=>HL;T-o<&G$Em==;9&3QuI-9;NiZVVcgY
zeOWi>1%p<Z%9m!t>%FF@q^FKtGMjnjZv6@SLyqpgms0g4r}sdv?b66)7{j^Y=FLC2
zxXr9EsEP0|xtR@r-vzIIbi`5QTH7wzb)2<++-e^mv3|f)H>vyCrm~VUiPprR7_z&7
zt~!!i^%rPgOK)8NO}<&Auz8gzdy3n>t5fVywARPcq1I=1O1iv>jNKfh-z<=Cv<sox
zlg3Uahf#>NWenQE(06lus@WI68MrgaSx0_Ukd^wnpl_To(2RRbUX4Fi%G+8~+S<&d
z`E}!BqGZd$lBjQ^ncJU#+W%a)@T@GhX(}!uN(48&pQMl?*1aG3T)yah&umMFYwU5z
zv!=<3IwL2aUqZjm)_7WNI+TBM;;{VT;artMz26-$j`%otmFTHrEFTbWoVa?)zRMc+
z^Np>;SozYZcRAGTZ1|LeQ_y7ibN-<^Xo~#B@F+v$Dop%}+1_oUH2Hg;1~NZ(MEUns
z*MhXM>N@?qE6{yMBkz@^>YaM8?Q><Yd4r{hFFWx^d%F4x?C}t@5FejezMg)9_4a&4
zyg@(KHO=7H(xB~pWs&r3))u5Cmppw-gHrN0+hF5`{121L&{jzp16BFttwg6}s?8fO
z%i)|QRg$Cgk{ITvk=;@3I`^;yaiXVYO;eK7nc)mfnCWECoQ%c7!bXsO9~(61a!U1=
zNyYO-%$-rqbK8;u1k2p<BZA0>-N4I!XF*E7SY(_$5M7L$crzSXB|!Lu_MY>>pwDt1
zY#del?r5VXCl13L5roHO3e11ezloY+T9U5$X-mf$%R2_|U}~I?jvw$O%hXU<>dr(7
zWcD1>!x%y;CdFmP$D*Sq$>>$MjhD*A<~#4(g{P?aqIng{d$PTRmNdrF+>Bn$vEn1D
z50^^a^zG?p^L;sHn;?5Op|);Is~?*R%&(ItFqx6H4AtrT&88v>TE@;=Im*M_5Q~Ya
zyeVI+!cuQ~mkBQ8i;CAs^5A{e_!C~GZfY7AHcoKif6>D&lC?v2J@%`D<T!OsFg`sx
zph$D?vbH<371k^*VqyLPRk?|#xbR?})<XZ(o}UfkOQk3$427Efn5wSe6e)uuv=7%b
z4KU5*E_J=OD5{8Mi#ptlP-N>X1pRn+U(c0P6QXW4m4jy0&n>9J?)W};YRS>Qle%O0
zVNRBBnd{}lrWB8O)nKNKRL<D&epjV#4})Xet>8K{g`7eR`-U!(&O#UWLe00|;G-j=
zs0vbNOqaZr{?d!~%>4_9av!Y`?#U#DOa5^Mx~Hx#_3U*u{fT{+VgxN@IWvZjkVq}f
z7E$UZzN-3z725u8>do*m!pEFU50tPLH-Ev`qv9vci3$%BH3H9!RvqSciFc1Mo(M2p
zQg|?^p5AghUMudBbtVy_7~-*2qe?fd%<W{%wkec))g{C@aeJ%4;_<AVfE~Lvi=}ai
zXi?C}<oosxIbw3@W|E}i4qf7Bn+2x)=^4UvdL#S2_m#@T+*@oqm4KSaJmX}q_gYua
zQ5QJ~O0`t2s4r=j-8|wc6_jhZcz7U1M7lVB^R9^4y*YA10#~;ja(TmouCY&99hdF`
zV@SbJ7e%OkEV|?E<?i5l@VuX5e^?^S#lAaJICJWf_O@EOg!iS$#-?*c9I3!&7RhFM
zqLBQ!rWb5c_{RBChy8-AKF*N(uivQqT>>-1TPsADUzFRKsF$3$nPTqX;(8cFrc4mV
zFj+Mz=K@<4FLuZsE<y7(RB>E6PhD1&8ca+4Wuh8oF3(ym0LLNw?1;bRh~D4c*oV>I
z&52D}R~5NQ{fG<rzc=uIzWQOt^yBDO%Km^GG^Gv)aNMS8i@vJq%uL{-$G1tWa56(|
zG1QY07Q~9EPT7BQAPGx%DO-dn=2rOBe^sS(h=JVS97(icl0?IEowsTUJcAwxj<uV*
zQjf`OrTEIeZ?`ktyi}DmSwJYqFy-lrFtGKA#E_{{gS*aktlB-yI*x0#?km4>0USNd
z@vEL@9qH(s!L8Vp3ghHcSL9#s-j#Vce-#P8D9H!H|C{;<$Ty)UJ32W<bE<S%0*A7z
zDcc3H(HYPfccI3p!Ns!H{&~aR#K8r6SU|<SRI8AZtDB2u6YmgCu9xlPiwUYP`bv~m
zin)3<kW9D*hURWchHHQfQ$zuM^N|fDn}V$U)t0LDfULdK*tA99o^qB8&T++3z^;g#
zKp>A+CW<N+-IL)-_M|2Rf~p);4oeHxt(?4f_gYQaQ}Zgqb;Onw^1jT>;<L6@k($>N
zZgZb!*B9Wd<<%?=PLR0C9yw%E3&g%_{<Bq%^!(B=k>mUqa#bMyY3W}#YPRoCvcUo*
zu2_ukb`IF8Gq?o;FI=EUN0wCJe3)QbrRTMiVSex=m8dyZ1k(2HmQMZv_51gWy+Pg{
z#9;x!Yw$-?hBl!ypPw~e@{ajut6(}IHnQtC(K78E7!Jr~3rf{g_1pS6U|)yR{yqsm
z4Zr)HpAR;ANzSn8AnCZ+4En8VuO~x{C}8h1ekPSDA$>CsdDzucU9LG8rb2MCsZVUw
zpq-T^MSW~xd>v|W$ks|DsTkUh#~?>K;X#gc3p|UFWTh*;)@(#Ph(W3M11;@+H^$-$
z%W-CGiEE64jc21j#4fIz)M?QbJ;bLMuVpZw++#6SQAB~N7^XzaJPg98Y{I$gZEj?9
zJyt8I?2}K@B!A6gx;v6zO8*=)v2>r09CthO({CB%f>O}!H8*b!(nvZ+s`;((PRWj_
zIUBgUb0bsM`=w+|od$xU&a1f~3K79xAk}vKP~CDD*3Sv9Qlz_Pe~6zw>;JCKbf*~l
zV_>5($>x@P5UX4qaagU9-a6au60BWgnA&*cPZiVJbw}@e+&PzvFW4yHe)VReSX$J;
znL)&Q>xlUEY)h@D|9oj<<C6y0J||b#lY28>8rU^<`Vka$=K4CGdFjF)Kk4Z8;OGfj
zbPheiFmdEWYn2Zpe{Hu#Y%uQg&Wg=m_}253W%0!qKYSPm${%um6M*j%)Sh;|{v7@L
z-d0T}Z6iI0F)u&$GwuemGzVZjD{Jam=^ZgD@+x)cxB0W-pE5|XqxgB(f^QSVcLwX%
znI-tAHv`3`{t2bJL-xhxGAvu8AD1qq0oxKs(kLDG)^D1neb(0s>`-ZzIlP6GTgF<q
z?6~}+FSqHvBP{^`DNOFv{$~fn67FJYVr=er7YNCLbkRbG-jr;&GcQ|s>eeCga}cW>
zlD|yYKV-Er&B~FxJ&NEf)vW+I_9u%gt9n@7Fd`kv{}ysTWb%V;!~D>v-90I^1^e>z
z;MLccOnEtLBOyz*O9qYWk^ye2H-Sw<a}%Z?*52!G)`}r(r~Im13zn3cKeSSIUp+ng
z`t~BS`9#0$@O#yD_~qNg<k)1_f1;1iHt2xt`Nf41mhCc(OP6~<_guG8@jRVVwy8=~
z&tt-K^O^mPnANN2-ls2?r4&r+kI6k~Nwg{yA##r}aZ!WAtt>t^pgX(~5E0*bu5<;y
zQ1JF|P%35og>U;<zqq40G9VDm*KhTq)ukT9!q<)&DA!0C*n5t7t(@T7JZ!ehToF;N
ze045s6F2w7+se;2MJ+LHB3NOQF0m<{1E!R#L2~EaT{?)r<JH_F31>b&a3@zhtQ$Um
z;aEB#BChj%DQ%n<(S5z!{f11#MHr`XpR{PuudLW-^ZizFcQ#LK{sA_%WO9l{!y!NT
z;c24LdfYk5sn>#SgsYm=WxnHO0upXjyCr*SnOYf~nxuJRd@yiMSt^3|qYAL~3ruTv
z;(TISDK*ZKS2a!uH+oq<VB|0hNr{!vz*@t6zD|jKul+-5^8CS~oJif-=+s5g<S;F|
z=e|gO^%zNIc$#yIbppaR!Gra%n9jNE=mL&GFsFEKl?U0dkj5nZ)K@7@uDS_0la_!s
zk>v#h=Hp)n#$-bUi9$!W186_!oPwXNb$@1ZVl%!H|JZ<`In<|_!C|2w{Cx5f(CG#}
zxWB$4r0s5fnk|z5EN;qUr;v$%X04~9e6h@=o@R2BTNueF7dLwy*`N-}V2={$t7$oW
za$MWEeOFl1vS4ecvP|cQNHkd{2(G!>P-8DkTn-ET^BZ~#*-_1%_O};K(%jyYMBu(Z
z5nG;FH<<dd349A){V=}+l_)#d`yY$xG@uNv|6xH9gfvl$T1t4n=0nGQ?onLg;yPr4
z&D6O|6eCaWB)Jr(cUL;wwX#7l%s&$(w_GrxEtXqW`Je9sc)h@3Sl}to?)a_n59Ar;
z7+V#Re1*LTX!p;uFfmy-tNLsCZ2A^N(I*2{0l6P&BJe{CX%KWfMZCCB8QVR+=%yhH
zbmrN|?(&@9>e8B{$tr_xyI2%tO3@U|sqi2Mn*Xr)c2)2cTpiH_u_0A&3wA<r=vR}q
zx8FNwSp-k<bUnbq{FWO+A%jT%4+F{`x~o5Q+T+_Xc3Xxenv|;_UQeh*?fC7@fp_D+
z#sGmQcVe#O$lMMrSS-6R#0vtB*DpLVef4?i!*?9yRhjihL@!FjvJkRq#A1(KBy)<l
z=Pr4a$JWOMt4(vi2&=lcBuk8g${so($}F(JOZzS?^*Jv%ZS8;N08NDV?^?vCR<Rt~
zQ<Jo~WPC?O(myopsz9GVfj(oC>DeLIS|meLpXq#?%vgYT*6AB=%MdvRK8G!?qt%!E
z$k<S>z{~mmq(fQcT*fkkH)4*G-AZnc8m7Z~w)W4@zuc<-%%OR3&?n3CR%)Rio7#_w
zADqmKd>|4bol{0}7K{=34WPycy#or*N(J5tkxNc8z??KHy<YQaRQIn&WoOZI9bS2I
zV8qqZE-JAeznu)ZF9)k|K70`{iKA1g!zG_{4zFcDgxI0vkPS-_;?p;fkXvKK+h_}~
z{$d8pf~F`6EXjx-5Z`MYlm#C2Ow%s{s*3(~Stxb9tM^{iEcY2jxYzgMv!~$fdW2@i
zF<knrGM&StRXoo|O#95ett9>@l&jINA04_NoAD7^YCLC)4+<Wv-nZNkjY^?Y`~>d)
z$6(KuW0?TjXr6PW>)DHY#tCy`vP<xW*!T)^-^(zl(eU|FXF0ci>=U}IJ4jnAB-_?3
zs!}bu2e-JR&Ss_>MTl95u|Mq4q$<NjFd8<Y3TWEt;q{>@Oo|?)?FV|U_$IfutBal<
zb=TWs7w+8f=*gU7lH)m}bTDVuT?g1H1I}Rsd#{E|k60u*YV{rMlsBW>shIxNNJ$g*
zD8i+MXkg*Pq+zKK;@Y|<CH5TT6(daD?+eJ^?=$Jm*dCnlg4K1Eoa{`c-Thd32M9>|
zEd-6^ryW!l#Ehr$`PyarKwt*<V_Q8lY4v-1%$%<J=0Q_b(TtQOLIMr16I*xvb4+%M
z1u0*Hd9_XuaBGb%HFf6`*e1fQ8`8<@&3vN|$NUr`QpALCr$?nCUuYw4sq=?iG|mF7
zynhaX+1!8Ex}V`Aps4qY(yauld!@1LV&fX?^Ltj6br3qzBtY>9sPilf{3XLe)X^^f
z2&HiJ^DsJ!%=j>4!R1dJdhrI4qZKmW?~=oq{PF_I`7$hyptBnSF^ZX_ggyUqVMQL5
zImJk*4}~o7b|-exqzKYvL9L6K%rYM+!CT4!;~OLAOJF#$)cqfaOp~6+-=?3)I5;f6
zwRiG4J&I?7<+zOebkBirE=mvmqvaRz%~UPQ3iJaR!H?6xCh(E;U-KSYo*6!T{n&#J
zm-!n3HdOlqY+}RIB@ZRJC8zI!6t{<egOR_UoV)#9#20&%ICXS19XtH`@LcJz2-0jJ
zzkFSb0~{dlbut-SaII<nACXRw-eeZj&nyLEasv>Hd$o|m$XsLnX4?U<>)A$8F~AYx
zq9p}{(TprQN6UTXi0)_&tw2-gy-=^va6BDgKB>JfE#4BR^csi0tGj|bj`WH2GTEBw
zeQ1MCu1iuy=OrLc!IxKu2f7wT3xmJLYGp1kd?S3d9|D(>^D3@&Ki#Z^7%KTCerk>f
zoCuWxwax&?6$YFIkT?TQ08~1!8sd6w5!2-3dF<x9v$Jz4)tdq?0N)uUWC?i1YenqG
zD(t`5-Bk5k@h4bA4z;E`@@YC}Gw3a>e1`)yWMS`#i|K(laL7S9q~qL;05|2v{JkfQ
z7`D9FN#^FNb0rUX0fj<<LJu4(O-YvC4_#Y_e7%tr;xfI3#!Mx5C3X4t&=jmR4&I<A
z!nTGjVgskLg1}xAbVffxj6#405V8>|R?<JF8+CGC6kk{&sNp4}Qml&b!0I?+i=ATQ
zGT<-@JR%ecpbfhRFFqR~W4BU<mM5=5X_<NciB)nEsEJQe-P*Ukw<U*G1^f|z`f=K<
zT(q#t1r71A^3z)|aTicgH+5TNQnbG>7OS|>2;0e=q9)XaLNMw{oL}uL6rIAKm^<Ef
z-?^3j!UsZj0n96+gF#0Ir(|Qy)G&CHP2chAkcPH2YY-c`evi9Gq+!Qrci-;LmI?aK
zSai4#-L07VYp66%w?kmoK%degZVD$JU_-6frz|#H^3@)M;aR`3^JR^&<IJh^h`jl+
zQZuK|97yceQkOpEDo6H9M%a{}9B}`(CF`)ME{g!mM*>L%Ea&mE{0_R0%$T?kwRewi
zAWLDBG|>4r^`xl%<F{+L$1{}%{j22HUB`d=Da^C-w6qI5#%X1s3LsQx2bIMJONvFl
z+|ky^KR?QDM;qe9IfT7|l;d<ZJ6F=5AU;WGw;PG?qM3v~u!F!>{oKJlmXUIeMsu%)
zizS0VP29Ldy0&))1w2u^&g@aN1N#n3_ddTJ#TVn`>`O-w3rkG@X2})c7TOv!#hZ)H
zGM03VW|^u;+v`Mq_Z7(iP1=tM7sr<nTtriy;IPFquh~iW_*SvNJX{2}M5Opyw!TgO
zCS3^dl8ZT@@h{s7qmjH8SzIwaHZLaLLUKo|A>`?wk*o3nwVdh34h>Uk3clw+nxnJt
zJ72n9%CKCAzX8k38&saTjf8B>TpvSFCbC@oj^5Y-8RX`fM$n(G$1J?DfC_DfUB?y)
z<*+oEhy2dBv^4>dD+yfiL(0TU>I6RD?O~n(`$WL>IOpN|@Kr<>moZhBYV#E9gw3rT
zUe^MPJG+~~7MqK;hIJswL}{cKZx#<sCqSq;GlMDdrsk(RRkuvS<633Y9@y~`GfI{#
zvgdYce@y>W5^uJBbx`@evaOV=(SYDWQCbhGcjjMk=h)WkZT+9QFjEK9POC2apQka=
zq?^7yx1%-Fg7*3&II~*+3=n>thbVY?XSY1~!7lBWZzJ^NRokDV$9m$#DSPXFDBHKo
z$=#)+?W=D(S0&+{^^g*s`sERei7`5GlO{!EHUl^5K3jRsRAc#>x?ycZN~~fyFponp
z2HqPOjx*m!5~Z*I*(B-gNOtOQCU~aY_0+`c7JJ(ocq*AOk}@wyKmq4@*vfh2vAZwQ
z?@ejn@;+{APn`J40AFl;Mq0QY^E7g+P@B$OyVL7%!L;c3z<|XIGxpiW=$HAlc1<<|
z$NXC#pZCujtAeA(sc`9Y1Im0OC0c$VlQp>ysSp!e1+go-HN1hR2lXF%7AYtCy5Znp
zpW@?#dYUGChlHj9{(uE^Y2_TeQ8J0fWJepbq)QYlK3jYZm#WDZtIuYOGhKnk)vLFc
zOnz+6_Qb|u;+JS9Z6X{o=xs}fa{1*6&g#kj&XH!{$>u*Fpe$Z!R#R29h6NI+eGoKm
zz7<=EG?JVbt{_ZpshqOXehTx&XkN0=&<$B3WrELW?quO=r$(WAv<1h<9~=8AqYbdo
zivASIZ+g4C;?uCE#m8)$c6vuhQ|&D=f#fN!abG#A(*D!1M|7%m5u~G*c6!#-6S7D4
zkeT)y7w1PP$3M6sD>VDAf2&}T^PGf)3A~T}YRyN#^=8FlysC#N`GQt@(V+E=!9Is0
zz3ait<<pH_E0c?D1=vD$&FyyH$j&gDNh?}MB8GdkGvLGFjdM-sd#NfpK-uMUY7l%u
z;p1aa#_<Gb1_yjDeJryM&)1gubu)RR3O)Qu@64#=K%TAn!3Oj?EJo<CdVsOGADh9j
z!%|40hkJ}^3RKuU<sdmecu$zGe|0^^&GSpK$gqG#S!&nfj$sDSzS?3s81FrCOj}Gx
z+6usHmW9r+4Os6k`oE)?T<NT9DloffWezGGQQKt|1-HlkqvF2h2husO8`B1xB>gLs
zJgungvimxpi!3*m6o5VRCp#m9?=Ecw=j5w4qiiNu10i3aIdV!?AdO{%G&c3aqI`x6
zH&p4mff-F@_;LSEsd7nYl1xjL(3!)gwaNY1z{7#fPzdKWsdf|LJJoe@f(IT<vyO+|
zp$ES0b;G#Z@yW5zgYvhHK3qa2kg*L9Did_J`fMBNxq|Mq{ff_WECd?lfsfL;K@R_%
zYQMiF=JcV@h;n4<*_I*yJzS$`VB_F<hf{ptx-+Lt?Lc4~5MdA>V8X0=PSy**<_A!f
zNl-z{k=kn!`_xGw{DamVw$0dooN>+0wzdw&&-@(5=bu%Tm6&KwK^qGe*WZ=rN?6>t
zQx+vkGw~$X=`IKD)2}Kxw8`pQ?})y<eAs(`;C$&rX_zbMTSijckCC|$)?&9)ZN-v&
zMf#N&2nDwiV}HKpq|k3X=4e+3c<)gif4)^_7VqzaxNWfYk^hbnQy6U#Z2buORPxU1
zuXaC#{pjv1{JP_S%Z=L=+imqzZ+@PB?&iXH*z0Epl1_LDh`zO3OEi)!+wY2V*f;NY
zGt}MZ`w;QaQ<%KU0e54_$!C8*6NY9uJ+V+X{8**rtd+43ib>Km6)`CB@<j*o=4Ziy
zB>v5A_Yfb0YoM0QHLR{P(gnk4f(}f)8%h6te)&S8P5<hPjP+a9dBnnOt$>bckLu~-
z4-(l7je{{;?NL#|3|q}Vravt#OA=upGR)8LW=<LON~Vv-F1ksy8cN{~FLw&(AMbN1
z`q3tUvAsg4h09YBD>Ie^B@+R5sP&;VB}v<GTw85f%If>6tgHP?t)nAsT{CEDJ)8=d
zvAHpb3u{G0@R_PKXX?71f<Nk($qSahExe@zbG_YI08e=*`Ccn?>S13^>67D%u0=QT
z8N(2t5ea&eu16vr`zB6uZ++D7V0i*HbxYMoXP+|lukyPc;)li;citD!d0I~OiJXT=
zgfS#EEgtIjTP1CrqXo@2GpVVnr;%jbes@a8%1ig<%16u_`D+Vg<7#yqVux<1b6-eh
zp=;J6TL$Khs8I8i$JS=gqw>T*bm5m0*P;sWp%Ir*(PV7;1ImOxj`k2pesE;I8*I!f
z;a8HcML1k5D8z?PS|-9rfj+{2als_B;*xBXPqm!Pd~)Pxs613n@+tkDs_H$KLtGhl
ztfTt8i?3IBx96Rz;0cvxHVYFF2(h@w2Ej+y184*9=uX>(3kv7Z6g#}XXff{d$LjRY
z0YZtM!cLNE2{msqv>4`@sJVkeg=y|q*IGWUF5_)cLy#DpcJBxHGM7xFwxeBHlM#zE
z>#qi6i&oQVF?j9sozv2o`7eRadieyS9H>vy^cWWVoc>vukGk}_7!iy8Zn!7aTA73D
zs`c55+g#i^6%M`(V<Goz`MBIoLF5a>GiA!HT>h4?;==96$_}p<f+lPSnIG2M^<BRd
zz(mXRLbzPC+hOA!HMHVQX!;%AXm02iMC-?Qo`dJOb^Fr#EgrnJ3cn(G<2vzUP#n7G
zkMh2u%f6O0_St;i)CcsYO55h1TAS=l<=XCjjy><DOEJi%sZhhC2!Bf@k@UAW#O1OM
z-dz7OVGt;v{h6|=u@4?s=YLE5dtQpa1RlYSMJjU>j6%-%J|7iwQo3~XwMDGlGTrC;
zh&1b{4)?ascAvk;H^>i2LU;}fF8iha#Dl{J_ou53!d@XeD)A+kB`#u(-gtal<-p1r
z1W*2A>-_2Hp&Yy8Kur)UYj;5`YNiVaif{IJdrLXlzH3aCr6;(MM+bY6k!`#joHJ+U
z=h?c<nq=1Gh4_G{KQiU?+6vr~{V>{6wNqezeBDm$sja1+0v+{`y>d1o$R1s#bZO7<
zQ11S0mFB%9`HJrvGv8`6eAJf7?|vFwPG3$J7*QobZY5#4`A_#SI#VS@kJ~XJFI9cs
zrYO>h_6mL>q<1Mn#^B~Td)emx;5i-Jjd{F6!UM<;+Jxh3sTFs_qc_)|uohO2;1|fb
z==R9SJ}*>ZE*?%QlBbvVHN<V;f0Q)I`?@3~5<Ndm0GvM;rmlKRrg{;x4rB%LFu@O&
zXjKPs8?FJ(SHjTOw77q>Rw#QYQLyE=l30|AA615m>L`Q_xEEh&e4=Q@5egP1<sIC3
zNU<)&l2gq1Pvg2!agAoIcG5?c*z<cY*&@p9UfK1U5!y`-Z<2lH<0SLjnsD6<@c(_s
zMj#RMHP3!#_7=fytRUTA=o}_=`%qZh+sM&UuY`_eBvB0U;QQCNqGAM>+_&Q?YC}k6
z)LWvo;he37vg)YvPi3)L22XxZTao(T6?Kb><V8F_o*Cv#-zx%%($Bn_@S|}r=Il=2
z2+CoBivR8%LZ@H%@qGSlDaTRb*t5$?yZ6N*^s=w`JIS0~igznXJUM<pI?j@D2|-Pd
z%KS4<;1wp-z19<=g?kEUTiI8>)ofI|YUX5(cMmOM=WCz+QS|a%cdfro;j4R&umm>o
z(sU})EwZ?T!QM~cpBX&RXJY41)3-HvV1M``6Ci(vtispCg|y@U*<GoO!Y4g-D(rJ~
zg749t&6iKFu)0ujFdm}7+L>s~*R(R<@qx%fc2`55jLfbUxA6fW;>%0Gd~L=CL^VbG
zrUnm<v{d;zikKZR98P@A`F>rJz#8M;SgV85Gh|LKz)qd2ZhWkD*r5LyziT`T7`ryA
zOhBi-UQQ?4SeRl}#aZvScb3JKbQ%?4Q*od2u}1H7?xy6WvLF|B1N|o+&Mld69ADY3
z(!ODuixu(tgWoN9GkBH{Z=)lNz857%5F?9@1b#5!JRVCk^!*<#U5S!FwfvWjS;T$0
z>~_j3t|Zr;6*mPHh2}N8BEX#1RTHOBN1nGAwZx@$QO(y9-8t)DmnbLZVVyK__E9oE
zrRiI8)^tK=J#&v(3>ia*C_`!TPr;V@YHB4nSFYd-WbN7%A80tY8tFl%90ymV_hgX8
zm1DM-edrzxtuw(kA17LA50^Q;ol4oNxxF^QID+4$xT{X0uLigAvwf9@f$GBj;f5=$
zxkFQP(MD{e+e({HLbWwC;rL3P8RVd)=vKG$wGTHIB25x8=|#h3)$NRvyP1)kTPMUx
zET`Al8;shPg<PTfUZ`A`WM8J^n;z*MWRn+ZcizyRs=_$O2wnw-mJYqiEFJ!3MMGsw
za!Xedt)zz^Cc5xZzEbp0qPW2g96%g6K&3xV>z$d|;&>5r)9*g_?cDPl{e|uhM>8M6
z@T<2e2}UutjRNx(s5iS|qTZ8%*-@4LCd}g|9G)8Nv~YfQPkt2-3?5?i3#Tq1Zlq$I
zhn<v}`t$apzNvvdSIS6#!{gi@7g>pDh2;p^7vekD@ikGqUdHgqxi%{buS5)^c`o(>
z7cB@6Z7zdzZHms*X?+b>iVwo~-l*l79}=M(s{{JfwD3E&@*3-KV-Uqkn2HLaZ+nKF
zQAO<VqCKn<hsy~PW>5a1QRRNyOAhIgvW{~W_L}ggP5Og<&$v?J{-Q`^?no{B&j(jt
z?1&+{)xD~UB>00GUuHzgPR^Ux6n{M4rqE&k4;phe{tN6|hnt)wmh#smr78znu6(xD
zp~=|{^o=6c&we%&xm*YpVwC^J=;VUvUbldxuy#a=#sp)~DU^~7VK9a(;&H*t>2BhN
zD%d@?A&YdM^hl4dHaU@5`r;*w-PIUFSpyV1-TYH~PwWGZ%}XhE_C00Gfs}hIoVSwM
zI-<%R5m3B}1+x@n7g3t=>Xf0U&UzCFd-~mc;%bdMN2ra}eglmYYL@nsSAD)JlpH~%
z^DyBZgzT(XE2WuaY%eYK89NG(+i}#0hN71sEa((RPc1K}J6O;;=mn@&)XL1e-{v&F
zF=U{3SL~uj82>0!VOb*>eTHv3nC?|SMtQzj_^Io%oY2@OJY_~d4!9<B{tq4nW_~I;
zT&#9;L+IX{`AS{wxfezL4y)s<J|W2Y^qGf;9Iqahu*58B3i7?yaTj@GUqGf{fEqug
zPQgZ1>2YL_I4TSNt)=xPSTZ}E$B6%+cW7NLCkdYS7Tlj(hD~;4rUYQA7{HlYJhKMi
zK=n|vSQmJn^y{ohsLb3m;4i}m>*xAzfa{`Jppv2$Fxg`%K4K>d)OrZnR{9HtI9O6g
zMB!JX1CYORJsR)5`Re)9ME1-sHKI_6M22E<@*rkZnfe=KEHWt6mSK?^J8oxLkP&Uo
z6&d$v{ef}&<hg=_s<)cSP%9}tlnho3o<%Y)ft-5|i~~-|X-H{g26z#MGL$@uD#9k6
z++i_iYrZmVj<RZce?j4b&r$lisJLQ&v+@f(g4eRqZe~k@YBliH3d8gQ-mrjF9dK>y
z7`8*kf&hj><ue;A;$=cZWm;>6L!uS`1f@}le}TR$2z+7dl$2|gJoB@1fW2N9#Tu|t
z{^7dhQ6CxqM-cpioX;c$F}R#Eur))j9!AYgaX((7g$pDw4^MGR5XK%ZA!Eq`cfQt2
zQmrxJrB19eZ|l7GgH<@z^QclAJnR`RQ+t$BrIRbt1dbo{xO)hFs=szZDd2pMeW3j_
zCzCvE(oAhKYlyw$0$z&uhPttxrE#tmtpziQeQb7D^KG5e?n7rey`3et^aeYPi=d@v
z$~58T-rmB;7eGFb^k34X=0kN4Ijg-h5vr@r%dC~@mBUtTlc_AgsXh4v%c$Tf*gSs|
zOS&Geh8n1jTt`u-jd7wH6+v|&-+%Xs&X!o)xQXM;R;3jpDdwtyHqETABRwLCUcThY
z(aWpi@{GTtqpTA~g@>FeZ-oO+h#;VdQHUIKGP1@g(U0|^OMDL5_T26UQcAx1ElePa
zzHF?0go?1dj+}+B^zhgt!oQ>Af#ZH-IqvC&gr0pB2dhw`W#~5yzVUm>sir{(CAG1a
zi_NLhRiL=qiM_)5U>-1G*E=%#6689mnezNYH<})M#`W>RyFcm3Kk@=;93`zcM;;&T
zMHwh7kV+e`1A+dQ*Fs78(2BP!b6o~b3DZMU+-Cq7i$;OEC!Yi85#ce{oX|A0kF~@Q
z;ZI`6Mk)GUH@&`PfMR~KQMC=L$fKw5KIAh>&bJD`>0#`d-ZZKgL(>+S0n?pzUg0xZ
zPbpAJT&R<bHm)_v$0n{xn=*&kR4vR3$_UXpxome}ezmnDsulf#6ZfSi3Lm$&gdLy#
zZo*+St{+2A3$G5O{64a&+~`AN=p;NO+GU#+De`5`L5i?Ap%@uck4tsvr@e#UeY)lK
zoKDqwRC($5Qqz_B2OQ?n^%O<J>k;n4_|b<I>Y;MQwXM(oes%?O*fT7uwHE&3_*+c&
z(Z$?ri8h{auI3I?GN;b7WNDmGQwW<o?l|qEJ&$r`Jn}%gujRG5tqL14Z|25B0;_Hp
z(5|nyUTu$9N=;o!v%^NoF$c&zr#<=aw?mB1HXqs}5oKIVT1xp7#X9CLv7IU$SbwxC
z2lPX&%=X>5ZxT$ny$CbWW{1f9TK}Tm0|FxT9n=8D^mDU%e(;_Fe)rTODLEg4<m@Z9
z_VxJAl+Vt$;b?7JWWgM=qu$oSb2N-ef%eCTHFO>dqR|+%W#aUrQ3?O$!`J6al4uWW
zuBlgc8%7sNfvpu1I#3oIhsJo)T1lOM+nnL#SF(RUlc%Iv;v)2nmS^Ez_Y}%kH!zbO
zPFp|VDY&c4OpL36ZjAf;jyr`z>sTnY<z~$YY$FtQnLi9@xXxv~`HeyIvagO5i~V9w
zkX|K3nPU7Kcm{%P%^`Si??E@#Q932O5{1z7-9zi&b8AgpzYWq050%Y%jMSgylF_!G
zR1Oomk=7_tJqH_d(k{ub9Q7!S6jAG$Gb+K>Jwm;n-qb-kY%Qp?mP4BUP{w|eX}X(G
z@N~6cPrL+GI8+wpZk<E<J6?I651VcP!FZi|Meo~2Iiv&_`vt1Op_Z<rvjm5sG2gF<
zcla{nPz^y^cq<44qWm`Z70R?5Bex8lUI-ZiM1faRF_f=Fg6CQ9-8WAhTBq>%0SP7F
z>xLL{nL7>A@hOUTU_28noO?b}TDFTRJvbUc!p4+1jIVa0N3@JR@0RuGHuYwwMu*WO
z;G#%jPL>YX2veH#207VcuV(zQ#kA@%4EWd_xH?+Q9f%Ue_+XHkEZdPZVKi8`gcmlF
z2m=3Y!vZYT6L|%far@OF>5pUgIgDG&Z`O(4<xmKZ%UMp(rS!A~j}Va*s;5FP-2H&A
zOrd-@G5j7N+Pni0)kGE!JFB{yRUya5tU~vBV|zYE(Y6VlO{ig;TXNVHcJwAUx(58-
zal+N(+4QyJ08&RLF}oRNUOa1sj-af{35*>IGP}lF%&i~gdyZhFOGMIhGnnz=N0kyV
zD9Vjn9%cpD8}5<frLE%IIzu6_iknT7f&=_g;_%G_8_HL=f-{P9#4nbVy+qhP_e$pb
z@lr-NT`s2xmQ^$O+B=!=`#{?-DRUbu2j?Z~lg#J}Vl$eiVYZo1+=O<oVjx$QV*IIc
z$z>q|gCxOdz`0S>)71G5J;Eftx-&qGqV}Vap6?}`twn%y;zEP&0*fdA?Kw$LTW+sp
zU(seA6eF_UvRQ^nFR=hSw#kx<mAK-w|0sKa5FjTMzEDvq94h0CangQURCFoky5lmN
zgMHTuHNu44l@tsCDSPGqOb698Fxc|rxCj69T>!zP(JMz!2)ign3S;P$!f}}!B=B#r
z9^Kb1xyFG>94nSLF0i6vGfBpz6%9Fa?6C~AP!8TOu^PdD{7Sjq_iC3|Oed5d{kE{y
z6sw=1n*7p|%ZvdkD(+@)EDP3TxcqS*GxGf|uD$1=mmy=8r@yBz&-{K$;^-+u4wB+b
zG#y#X)80jW6=iL6YCgw2l>8Oe(Yo^({|k0OH0%0NjUoi3E*?p5mk}wrJUaVrLQyOG
z(F&t&l$-+VsKv-U3wlVp9TM6t-3xh<RI*9z`y^9b`VHgp!S-Gt5>d!MVRd(M#NB&Q
zg~NcoTUN{1e!6<fy3mI5_XpjF5d`LIDEoaZfAOU=R9t|jZ-6ER7WZ1;uD(IceYjNU
z9SUPNWi}q=%|zs~cP=LO!jh%~CK!b0Kv-gfAzMe!`vie6QUC}jfsI-qFA_^uOJ)rK
zGbvPI-(3(7Jlo7T3MNMI%)A<tBd@&|l{oa|66}+z;?zVj*vH$2-`qasT2UE$d23EH
z;Xj^|dH{So82C0PO~YvO9I3)%-4H1H$$y0w{wpxM<7Fd!3SB*Q$i?Z&i6?yihSVD*
zq|ekdY+{y~CD8V=b}zFcaUtkPO39DkA)!}FgU9BVh}3&JDpnj{l|9VH?*)8MdTq(|
zxVC3VR4uNd2uJLr-d6JjBF?JPQ5cLwAC4*(CWOget!=s;ohslQ!EccSLSc$^rDC5_
z=0hs+Qo^8;)n}xpfOF$pkQf<WJ8W1z=Tg_p`$JX1m%>I1zx5WzAe0BEYt%uBebDKX
z)S*cW2`bz0e#)gD`w&&GJ~3DJ!?p-ywpq9XZ3$q=S+H8lp=f5xuc<g2l3=y|s92!@
zUL<H4L2h&%+(-@}15Mj7)I0||-WotgUMD{z>nM?JfPHTmv#{apmSv`Qp%BW4-_;3k
z3)zzwjm{B}SjSia4w&_SLXgFgd~hqe%1$TkV;v@ncZ~f*>u($wuMC9N^o}Yfy-LW#
zhTW7l9vmKH!n^-7IHLANM`0ndR%Z|w>4K1Znpm<FrS86PhM81slCT_$uPGhJHEBMX
z8T^g2SGEK$U8*-~)_k<r!}u9r=9Yef#vb8y8SH$1-(;po$L;3O`s}9<jUXjJe=7Gg
z7+?h8e0cZl=_Q#nmH^&zL1Fak{74(r#{#ShH@&yZcDJHW8T3l8%h=fH6}-(PH(w-8
zo4^NZfG4$NHA-E|`Qj~-P_)I?ZXd_J3>}Ns4$CPyBVI}iW+7F5yV(#oCcH$}XTtTb
zMjRUNpT-KJC535cZ+c7}e(G<bj2)`|ZglESFUFP1n9;-h;hh;JuqyqFlF=m(CoZkp
z?%}dC(#GFdAF`qC>~ByL%2%V=B$EGhKthT=%m+E67@UcsC-F@V#C}laZ91Jdkk~$~
zKoX4<DaLOpYd!T`|IN2oQ?FAZc&!L}X&&#M!Css}|7@s?9p?c6xJaV64U>(}uV1F~
zew7LvI%kd%xCq#O82N+BjvgT=+h)v>$qtH1)haL0MT=~=f8AZNvw!N8mvyI3W&SvE
z2;)-6>&Zo&_15&2({00{PCB(UsjxHtFZHdav<v>S0R?Paex=!1ELS$k@QdNqw?LUV
z{;-0j)1N-cq!j8u|3hvoEAmtMQq2Bxy4o&M%fIFk>hklv!e~hYRJn4)u;`Dc>5+n8
z=In)Ni<$6-RTlIMR_5Azy12-py*_U9-4*}q`W4l$yyYxNeE@_h^e&~@Y%`%%-Q0w5
z=yiOczE|_X)`CsAEn}50>0&NqhZ~QWdrPn`iqzzBLEL-@u_=A(l?FiZ$`xd=1rDt%
zS2aANQ!O7=cF4`0HrjIWyLoIt`3f5NK_-sFvMBQ51&}LZgv{-0iR&sHT}FFLgCoK;
zayIZ!$5xc)=uTAn`BiW-{w~K~j}{zn%qm#CC*iW0zIG%ubEB^*^`xnH7VK}4oRD4h
z8I_&-n&*Ib=FBiNxc|h7vTkBpLGISoWBXbqx1z|obLdbIMlyQ^w{=1`!7Y)QqXjO~
z1K25{RCe>)|J=HmIn+BOdS(wvMtj}kRlwlL^6h5feWaHBJe4X<GDYRVddS{VsQ+V7
zX-+>Kp(0QJl)Fkuza~yUr$%9%#H|_IygPSa{!dOWChqb`;yFREwXn_d&|t#I$2Rm^
zU|Y8z@}tYXt(#(7hud6xv-dubX&1(2;2lnlkz)OxLvf_QmpS~2v#|b_b|_+)$2=#k
zQvvJpGGMRMBd_@dpICRSJD?^|A0!5ua1z0=vjbH`g7ESm^QkC;y~?nC7w=NfTN&ZE
z?0HsiUy0KFm<CB$w2*^rQ?bWM`_jYa18x6iKlN_8k8B+?4Ayu<NJzPieBLKVW|c?9
zBd?TnW12N@t|wJJe#fK5zJ(CKQ#|af^7G?avRCgwb|WQ~i5BXE>Y$`Igvou*t`qAG
zFW;G`MiF9<hfb{D=ZHVuZC-t9TvB?gTM?22g6r)~mkfW}Y<SAjCz+B_<@Bn~^tb+U
zj<4wm$IGdytnPc9OG+H-@6j0N4}X+6P!yt%QGC}nF+<!p4D6-2ao{ao4=rQC;rq$5
z9Iuu>`AcPiO)ozmFDk>!MP^6x{x3J`6e4R=cu#Lz+X>yMpQl(ye+SYJ6Mb%)^X8iw
zL!LPG4m;nQRw3CM?hnx=NcfS0D;8fP69Z!qm_Oy28&ZPBxA9of8GCWi3T7wf)3gQu
zhSkmEYyH{7zB_Flp_2zken>uC&<SQQn8T}V^8IR+Y<6IHyx>fg<VwYS6$IB{7I%;1
zk!X8%g}p6}y&9o3e<3qlwWa+sFYh9xLs`?L%Ew%6$cDp)ts_^wRnf3>_dz(gB>{Yr
zC0!una=J`Yq+Sj`JJ)xU+!>i))ChLEHbV~1&>dR=13tV|T#L(?k<bX<1pm=VB1z_X
z-4n>%8bUk_J?wn?Wh(HJKcHjnZt2>uR?^d-LIdyM=d1=1HLHJz^<ftuSw4noX{kri
z#5?HGW_l=)%zw<YET^{=?X^H|OfT(r?EtF}>CEpa=g0(|{Vf=!tr2mVIVndXDZ0&R
z>l^yh;0Ru~jZ<t_M#~e-W<zA)uW)UO@+hNR?73-q(92IOWOpg(HP<xbzK5k26TQA3
zo58FFZ7npcIwUgiqVc*6E{LSKG9A<<!szVan4%UcAs72`eXp;DQcM!PrIM_-oL>3{
z=IYfH$#Zz0LwzXo-Per=94Nlu1(CGh@4I#mg8SfA-;^`fGA_^)HR#-z(MtM#TK97T
zojT=)^oS9MI@u1%U*y5``-4Bzj?<giA(9NHq$F8K2bf<)*wzpq!~O*4V&cz^BxWSu
zc^$ed2z%c;+#h{g4;3R(5Dp`ASl|V9Yxnu>zL-6kVo{mL04-p;xO>>yiwBJ3KkE(|
zMNN7beIxZ@<LLK*6vl*0VRpH<FP0c4{RtUz$=C||O^u)-pCIMjec(J$O0$XPO9_5N
zAEojb<iz8?mbl&}jDo=>4FYka1*u28#}bcc&Ja#alDQp?DZ7G~vi6c!h0^3<gJ<_T
zAXF16^vmhIn}{Sy{RjP*w*jnSiTVpHA)1%*Qaqk1#lzB9-cBtVBvp-syj*b;?MX<P
zVs261%-B7K=%X&Sc!M^l2CW%iLfcT|%PUS!*n4xGm+(;tJgi7wO+6kJjN{(Miz=uz
zHp!Jvn&ett#y#Lr9<qrwh^Krd3+g-(8h1(1Q_yVdOt*TpLS%T%ePVoyBDwL{uI9<E
z<%U}q6Z5guBYw%*zL}n&K<zY1c7nOMSaVsIS>vTLgqtD<qr&VypD`khjrVC9Dtrr^
zC`L}I!18NAqV&btEBg<l_PFtc?;A+5zPB<#x#;U9y)?70!z*QiSW;<0S*Dz<4a5-w
zb2ahtd=*Fx^bHUEyG)CA_BBm8#*-z4cIkpq$Kbrr35b4^WH*Y9tv1Dpj9jY_BGByh
zq&%QgNs><Iv%B8<$8S3k8mmObS@KZu^R#f>n*zIipPObj1!h(^OQ00%Ot(8kp;{ym
z;4;PJ*+7we%9DR>ae^P2EbKrhvGzq_qzqt)Dw)1|4nZSm=3?k}L!G<vX3F4*k?Rw@
z%yPA69Det^VS!bM%-%*~6ce8LRE;L6d#XVlX3pYnciir|>gzSUV^#L_?pw;L3ZmpA
zpAB66hUiq5nbn^{s2D=-MJOM>b)vM3agsSblGBi{L;V&M|B3A=^>CAyLS)|xrU&G?
zju0>Xn8Zf;``uR%<ev5P|1R0pL%sYgkuW$i=4!UV+Q70urbuIzlz)PRE$070f*ulC
z-ti$UO@XAJi-H5P+Xi3Vfs3Wo%0Oa3<)2|jxgk5E!tw0^8jQa_wm_)lq!ottIJ%x;
zJ4~Ancn(Py5ifF#{PjsDD5_1LBi<0Gna48{!q!pFY!A3oNE}FHzx8s3z$hNFyTLX(
z4>r|G89YyZl~f^*0}nBvG#dpT;!E^Wa*089j|}y_e14BsI`4!ARp>wPwRo!zX@y?e
zS@&>YrO>!)hpZwwY&pF{PC=Mv)}7#)D{`FBCWfGSSV9%reI3J1;he7cR$1BzdC5B~
z^6Bq|Ry%u#`U%)E&ymz;W%>9?cHhrH!Lwb*-|~UR$Q)xqqH}PpGhuUodfX1Q`Eqz+
zlT@FJ8q-@2ELg4o(9lrwB6@+I{2J$`DPCf}7paF_KU4vpVjpV`x@)<1;58#c<DO(=
zz2E`pvlLG2qr|Ft*igLrXLBGyq{GJ2kYc0(RDq`L+7;S^4^~bUtstl`ebrB&0S&0F
zNx^fvM<_bN#<=x!k4W|DH)buQ0VzqW&7x~xk0P3Kf={M4qQ;vb3%f;5ff!=mxcMg-
zfZPUC0_5DY-CUGcJTjuTd{W2cG$fTX3z~CtNOZP#bdusCiLMsxX69n$7~{Y+u1jP9
zJuIryD7lBQ<U(12WnNc{@imWF46gR{4<u$=<C)dkfRx9sXz>~E-Phh5^D42Sv}DJc
zfFt)PMyfwV(X}{`LQ9Wke6s`zV4n^k4LmbeleZ45OZmDD3ds(X(LYV8eOuX(&E)ki
z%qO-bP2Be#l80liH_ww;Qz8i~YccyA;via_>8G+kYT>Ns;yF2ktEaSkq6SKC->wCr
zj(X|Bg*jWCCl=_CTog<Ts`Nd^i~^elNdk4uT5ZPflK=HBX=Pftw?YzRyCx@LR4J3o
zAow*?@tKv)vJu1o$cbrccwPCIq_m{og8OG6-cKpuA<->=7=!yOpVHvSv@M=HD}h=a
z3#b@>_LAa0IF~SpV<bUeX@uruF}%GX&{pMZ8+%?|&~UN<lkAYXy$!ZciBHgem%+2w
zX-Nu^rK#MRd^P*8h>Y|YA(NgurlaO>$Ms0~HJoQ<QRTcMfz`!^G(qP58YttFJANH?
zopM929Vq)RmOIHBF*Wk1YyUE#ik$9ak6G||Qz_%a*!~`oL*BF;luwN~kZFU8uNTs^
zQL$<!Rc)*MDZp}Cr2|#ZS8Mj*<)TFOK=79!NyvKo`61iPP`-RBlZel|C>Dp^?Rrk+
z+&q)-Ub0s=G!MfZ28siF#DR_ig-0)Y?ePOpnViR)SbF;*C^s62(q9C5^3AvCg#Gfd
z!9<phP3991dz%r-+0n1Ga9AEeZ~oeaE6Dy&MWy<D>sx=DOIFz=Aa)iM(b1qfaTHto
z0t8G8pLukX@UcIrFM4D_nIiF!V4VgIm7D4>XA?Q$dmUt%(+J@*`4$-p53@sd(Y1F9
zYL`USetP}PVMs{grTl$)_zehy9sTd-8-WH!Bs|B)csKp$*{5;Rui#whPrQoPz;ya$
zqJKQWY0Kd<5lqiFL^El#7P65MWi^vD6*|Dd#%F(yDHhXJK1PWQilzJ0Ue9#_P5+3)
z#`1(>u|Z=nt9vJBW(ad8ylI)TN)T~i=%&L%;c*2!q<8>2eFs4G?nIhDtvfREy-&{{
zpk=aRQqgg8?fi%D1&0c@2FZu*!@q;mk*+s2)4zuuOnAd}7A|}87h2Kvpj$MKm^XM}
z_ys!)t6#N6A(b4O3yVt3P>?;@a*8-ocvYdLAo~-6u124E-tyZgoeKDwFPwCffTkO)
zqwk8K>UcvHBT{;+{SvmSZx(|E*G8UbBdvF0NYIN8W`HW8rV!Z^xY#0Y?k*Mt1XL^w
z?l~H!kjm0gZn>=nTI3>ZMWxRsi0vd6Klg6F+qNLnCdESusA&qb`;%izT6k$FW!1AK
z+V5`DYjOg$yN=e4_YO!R0nc#z>{3dDt*xi8DV#a=QLXF~Vj)uO#Der;mT^+b$_Pq>
zVu}R|j6B^8nqp{~@!&xtmcXGLPY%WM!eSr4w5GoBOF_K!=}qy{YsOCZMVeAc$C3_R
zohJ>a6wi1rlEO|DOkCkVrwQ#Tlr5BX_&@D^<zLiW+wUMUC?P66q#`9!GJwPgf?yMp
z(xEU)42Xy{sDL1)pwitP(%qnRD>0M|QbP?LXZ_H9-_P?0oEPVFHZS&O`x$4gb#;8N
zYp){n?0tLkag9ZEph~wtIw?+K^D3s*ZfuQ}B2Eg(zMh>oVpy(EIkw9@)}4b*<Y#w@
zC)7OwHuH*i+1h(N<TGS$6^2SkQ)>g?_9B9tkGRZ$;AHjR2l?2i@>lP}i?iI*%67J5
z5!-<b^q}GtDYKsfJJUt&m~%@zZJKl<0tk9e*=wd@IW^$J(DGP#@rr8D4-?^bRTt9o
zcIt>^|H<&$6Pqe=ebUBNo$a;v+{jJ}1(=8|oLNxPb=je`EWB@fTFX0!(nZD}q@!!?
z9ByhbADplB5C<s15Zgep!w~44*WNg$5>GX;5AJl6gXt@-JP#Dj98y_3S43pxW9$i{
z`-#Kt<qhS1bcSxkBevdQpvh`SjHTQGG#V#({bd5-6tE#My<<*m*$|I#$GY+UB@kgD
z_Lpg~Hig|UdTdC|FfnTwHw`ub-2OG$CMZyPr?D;AyTJ|C)Yv_q(nLOT(02Ga^&Mk$
zFD5Z2WJu?%l5S)=&TvV(hSx)2{btO<XCP4xkd8!%^w(}eUGZI)>h16N8B;~3U9mhb
zv-=<%rEAdJY1)E<iP*$#Yo*^^kKb5GU;e`qh1{X}ZF}SY&5{^+amDI2(Us`nmZoN3
zU=M_c=>H*D_F^4u3NpsfiFAnGT^F=bgEmM-ipN!4NCDIQ@Xeuz_nEm3HGts<r1LY#
z9avqc|KB_j>)LLWjR|j6HFOhUV{LwFQGQIkKD(K4$*$ugjvobjVSI%5yC@*38k3Zk
z76eH<)2eWWcejpXROmH<BK?ap-5@}?)Yia3T-L}+);BD_{+CzlUWU=BfouzB?mlMk
zx<8YKjp<H4ynY)<0L2P2kH}~C_V0i`D4{rJmDM~w!TFB`nAgR?LGtButS6;w%GD9+
zrtcn?rFC*{s)RMOM#Or4*{3;W6p`u~U=L(i0={-XCb4=&k*TujsfBmw^;}S~IgqBb
zgq?@d{NpcnWg4zNSSH;8HoEKjQHqvzZ>^bo6(i{7vCZRnsw1brVT`0STh6vUSB<_W
ztOOkC!T)&36Y)I#jOmv0H|K$IVK6^k?Os~H)LZLNClpm|7Mkiwc@25%F2-oumEY(c
z<Q3Fv(y)6oeS$z7{6$a4o47{u)$H!-U7uwdoEL4La#EAOqRM@1b&OdHh_M`?-ggDy
z9(?MNo89}MFA)S%Nh-qn6T^4_HwdyP<-8hf-s@Pi<Iqm&LbcKI)S}rDG3+64H*+%@
z_d)v&k^Hf5*i|?%m>fbTn0OgtDl~J2>4qW^CccvY*qXOc8`<mWV*Cyx@B_e~vdx>b
zcbR4ltY!+OWJys9L1*B<TaQ{%re@PN_SM4GQMUjQJ$V1dLb(Hi3vVD-m&jUZKdD{;
zTy8mSAxN}dL6x=E7R`^{SAO73vphTcKj}xV>M^`)Gn(IycMF`Vkch;Ks<wze+$a*t
zi(f(Y&lEjQBX>qan$`kLj8FN_lBg5#?D?84!Qi<+rEzw|Wn53M{@7o?HNToj4XP!<
zf|U}tSY-M!A?B&zlgR(X03eLSW*82V;w$$iHLyWW?V4WN<5qeVdpjT&n3=w!0L)dl
ze>&?rCHZl5@`&lb_qsD*st6EPK93ziHY$y}H7pO=85t0}$@KHn#8b>TQiQl~7_kdv
zNnHy~v^c&~dYogN87L`TQzmAzK?l-Q9Ti+BE<TQr%#%E=wtB0FTC@{`87D)F1lUZu
zy}~tK83^=Sv_}(C=BD<bV7k9U)kXXc%h2s87Y$!vcQ}Bh7XKfdw;!1q&i9ngwGL!>
zch6o}VU3x;%H#U`?PWc-XH==#8ufrT%n=+4c+hqJ8ytefOYfk-4d0z^>>#7(<!Fe_
z)W$j=neK$~ldt}UlF-1i<M0_oRhOEf>@E^$Z|`h{eugQNZ_RvW?W{x$V=JUzO+deP
zIo&}3>6WJZ+siD|u2EJm<2~<39Qt=^Fy(H*^7k6CGA=-Y_+ED{NK4c0q9jiAD?kaL
zgnX*RMpecK>c(Yqtv8!HE>JgCSa-1G!pgDftu{^hllsupMdwp5sl@i;-buPK#=Z~7
z-W6RWLEE_+QIXgs?W5EWKFXZ8IQzUSNQBst)ifvY0x%=$P9bgG(u7}zk$S|SQlkCa
z;{Bf}Gq7KR^*3;&u#)3|#e5Fw14Uxgi1B{YVs9?l=WBuC$IqwH*B%A1m9zGIu7PRO
zUslUP$7^3E1YXc)8<wwQ=5+_zZ-V>A2~@YKTND!r2Z0lP1frxG)Xv>#3t{+y;+B{A
z5RHG|AVPJQS*?W%VwGO>G?Y&MO@X}<Qg)vlj02zJ2$F`iUwk`Z*`OeieO!=;nLH^C
zJOX{am?<!6=Rqm(k1#x4A5$905BU19<?NlcU=Xl71s;bU3Q#q`EiKZMImkXK(AdlN
z$=Fj5!J|tB?>(^<bF&dAfZsE{8*2*G%({Aip+f6F*8l<$1oU-l*I<a@I#7*xm(kCl
zJfn&JxVWDGk~7oE)e)d8s<v5Iv;tctZt+wzsqfnTm_YB6<@uZ-#og|)0P(9n!>gV@
zmf{z1g2EN>^y&KYH*~W#Y&H>J1S`u@&Vq~~uNN2ghYN%A%sBCjD)dlfPDgfU{tLmu
zV03HOWu=E6$bcNNu4KGK0iGLaoYCUipaZHh1+!_>=NGgA5xxVB;B9xdw{#S<X?825
z0_uH^08lSoweQ{hP71Ysarc@?2KliRPq?Sv`++?abbRwQC0+SdyZb;{A4FqMw+{%P
zw26dDhH5og|CH*gA+u|C4>(9}<gHCm2XJZ8sVdesgd7aWU4e1rDw9+K4rcn@CE#E<
z{wjbc{eiHyd$65#6l3cul<Na2DCj7xMh0Vql}KH136T~QQ(r~ZMO%QYfl|$+PW(ww
z6#63sTY&l{^Yoj}5NbjrRvG<DE$GL2P^mlJ@xco>C0A7}T`-<S*~kUgTD^eVkK48m
zl`Jk=K0O!hlZ=lCr>P1an}fMOj$rMVcrE}wJs!K!=CY#|PH^k`MUKf4e%m*w@(U6|
z!rHG`7v}r@pkjLbd{8l^f=-7T{~B23(s@;sHB_xk#Xt3k-+73dm71L|`t^Ze_Jmz5
zfBXIInFuxz1pRcWxo7Xf(c_})*<mLw5`1ql9`p>MxO5jJ(W~;&E-b0CVbN@G6SXIL
zAEcGF;A{Mvx!AeLql3}fuzR#hy5t>qsO^{Q1%P2(86M?1m@%CtHG;CF<wA7|X8^&<
z1%<-C$m2qxBI~%2S}uQ3mbd~vy+a@<%SYdhWt-oA;wF|H>q6UoO}(^t=+vf)kj%Gn
z`2oRQ4u0qgcLjy;VPlb$jo$X8*;&NvF<3`4qxNKp!piab&%HymAkh=Fx8}|Rj{HB>
z!6Ti6`ok0m$w}B@klwlL4KGG|N1bGd81J7Jh(AR~HZ(tcDeqy+Is4}{*bYDiHG3Co
z(D8dWC;ga;1k@T9<HH$W{rIB?U)!?nh<8{PZnNAPWC?8_>S-@}X6Y8_)i)^gLLa1D
zr80tn17+F67^0cKMN$dXn!FlbWD;Sg((Rzor5!4gHg9#gFVePjzW`o|g?`>XITU16
z_dtyriV3nhwxm>BkY!A)|6l>cJw@!9&qe!yTJSp*4OhO;tog)~KbAomeOoAaM1wwj
zAm4cGhP=fMJa(@7wZ-UFAe@akd?3o&!YNQ{y%dCm11hJprnniq_XYRmUf-T0|5ME$
zKW;f49c#+6)O~SYhIh(jmG9&N%WkZWrFCop5O5?cK%Q18_!cjKs@-%w4vY$7<%sV8
zm>KZ(91R2+=LdUI(P3%)Jz@#^%pvETjw3f~qxR1>KM@aec>mtQdFlQ?b!=nM_t7QX
z+pD@jc~g(0T!C1(@-Bi0^hSTxIu(kYP1NQC#9#x&KmuNb|A!YbOn-Qx%yIhus=Xdt
z`NMzCE%J<FvPTW?<6{{a3Q3}hy_qe@Kt8b~q1r%*uM@Gq@~3DGb@1<jb0ZBZw|{4J
z`B>a6K^wgv+S=^~3C#{sieZ#xv%@oX#r$h+rzB?KO%4rW*i}82>67<kyM2|8g9K^u
z;~=3RR`Gn;<U;9Hp|DKTw(>WK&~eKGkr_k}BFByiw5w|))=mOxjJ>-V37QW?(okEN
z3Mgi5hT%`_255DGq9lVfiNy<KUXvqG4QHG_WF_{9QjR{Fid2_*G8{LB>}_eV4@O*C
zK1nw7FP^&=2B5RG4R&u(NYLKhe|pK2F`51|=Gw!SkAVCugeVFT{7#iQyjhw{Nw-1U
z;%-lk2v8e+7ZkVK+N~xJRS?O&3X2rrp8v8buF-!R39{{}x34x1-tyfVn693dtBMIN
z9={0+yT0Yu{O~DdP6!{R{`{NjtOY(NsJbXOyW1%$S5iNmG}~VKEj3@6Q(c=CNVRar
zY33P!>eU=lmn}q&vMX6?_Ko}$(EHHq@+p%{rJi)X@~7Vkx+w1Ipo@}@7fqO?MqvA=
zH4{AfJHLO)b;3b?Pad`{7QSQrO_|WyOd76v?F3d3JU)%Yze)<Uy$CwJ7bWQhDQC_(
z^V~Ovd;_^V;*QblTwGFek>uwrsWji*r2K&`%l<V&Og%_yRC2h1=nbvMe?G8J`KRS*
zYhCV=<7NwVz~ZJZrZvISs?>(W3LDg;b_A?q(zFw(?`!e`kk?HVbCbim9x6b-@|~cz
zg7aLu<mWWf<DhlB@Ae657gQ=`cq~2KMBU!ygR~(qhXP&$9(Xr1qfuTU_xGU`XRl1<
zLC9Ch&oEZV8ngiE>lzST#vq;t%z+xGuJkzzBr-36zGCI{1I)awj8THYJ;@w#Zn()O
zIkcH$N+9?A1jtQr^G}&|08i2&gS6a54%pCt%zctbJ<wR`N^kF91<nDi2h)nux848|
zT8UPg0fJ#qC8`*%2158+H-Y{&9}Wwk2GUAE5QFUCxy@wUP%|7V%iCsl*NU}wo82Ll
zvf0EN+;YkirzT##`y~E<oKFVkDokuxBlZ9cluY#4J8b|#cwQYt{aG8N$-&nRx#4R{
zpKGcs;n$UP-#h|v@3<XT+S*qjH(5b~zE$GxuY(8jIrc6)YoA<3F9T4-I+#G%=qv;y
zFJFM*^AQlec2$7$g*4Z0z|&_>HaSe|>35V^*h`=L1eJJ~B<ffr!actn(on?35R20G
z49>qQSdLSyNa3+xPVU~LDIVJrjBoqWH)s?CQZk+=%D?Atvna!Yph7?&D8>)Xf7x>I
z^8Q*KtEp_9=$Tz}AvM=ac^lVn>RzjN3}MuSn|%Hz$D$nCrRpO1Iy2RlCoFy1w+>SL
z<6aeT1iyjt>9>nZx%kr;U=^g&RG%y~#xaW_KtL+53TTav%3YwkB`~mhas>$jA!$(D
zItl<!*N<<@z^4wV4Wo?~Fs;8WE_4EhC!|r|7n??joh?)cZ{`JW-a1iQj_?651H=Yh
z0V-#ncBA7k2#9)I`%#1+`o_6bS%!Di3uks`7xO(w?`hg>5i1#wG}Yau1|_!m+ko&$
z>yTR(_N?3>o}{krgBb8tMfzb)Wz9mggA4#JJzb>%eZyTwr`?~&_}^hRn;Zj~XWE#H
z{QbfTKbV`gE|!)@VBUmFrZ9v;Cg(5d>5q^fWy6mE=>?7@E?cbYARJubH}WD~YKADl
z#URK)<xjprOaiHfvoQfEA|h$1xC7Z;QqbqG@Q(UOt7J^xftk+_0-d4C)t|UePNP9Q
zQ)I!QaVbKae-FUPc)$JPsiv1_S!e{uG)_qCF}1RRxU3dR{Ex5jX|IU32QHqJx16^e
zr#21}mzq$n4-2@a+tV{&MH|GrW_f1bI58&!6^u8IWR}zdcNx6~JH`q@O@G`x{k8)o
ziZ`<e&JQqc<f&<tI}F!<U=j?Z;K%CsrB{bVEffT$g5H_AJH@SBbAuYCJ~8R0e$S7+
zZ<9>GC6!-?+8y+!yeV}JvRT>=LYFW&_?lp{{bT9+^cV4rxT_7r0;tsN@O<aNmJ0KN
z>nrVo4o8tIHPPuU)&W3112Sx=exc}9U_eTk=@7>Kf-7uS0WfAL*WImeKZSJ<RCN}X
zLBrVz7c$v5B+$R0XtnSl$%O1gUK6-j^Xy*dz^c+>FYV7$V^={7bI=6{3h0zWg3`K|
zK;B9vN|9#zt^Cc;o!y*slnL&M_^I;<>W5KTAf1lPj1?WfK4Qw|zGj3*lMi(&^<!IJ
z_qw}-eD3PfrZ00x=UqF1QDlZ1SrA6iVg3t5GOs0o-~aXp3b?blj)DLB2<}EVFUs+}
zN<#c>L#Tk*H3UL__C(W`+*^s9KnM7~hLPv6yl07>=dsf|dU~mDSVAT}?_Kf3mQVJi
z{3`@~4#Z&n<C-3a1q-wpIpsZl<$1EBk?GKB*$q32E}<6QWIpUGjz~Z<%AXysj)z>$
zF(fpyK&r;By%~B32e2mcSR4H$r$y5^&!xQXQ;bTp3wy#YyE;ODW-Y9^8A(#-OB196
zr<_&wT)|(7a?@bY!ipv=#xqFLAG`B4;LiP{*FlCK`SU)D)*#E*+93xLom$L`#r3_`
zREaxy-Y@*QiI8q_?JH{Ftl<0cLMo>K>t0Oz$6UF(0pMLO8=Vzw-&$e;*v`j`ddJ&^
zBDVTvj)CAaea!i=bkp|*z@;kuaKV|{gB|KxzH39CB*s)E<DDdsTcv@aFV%(ZxS6nH
z)GAaU%4DzD8*m_2NR<QDr^PkB6w7>foyE`Ml7K^h^wQZZu#b6Qc7FK8oFYUCpkHOX
z3WxIEpgRS1_wsRy0O|{3y!SWC)~A}3*Yag1Z&qnu(!o5FZhNPAb|adU21{NTiCY`y
zZZ<qcm(q(0&Ai#;zzU_EaWGkq)6L%qHU;;sw0z)A(J_zN&9bE4wPAneoU2;%%{{Lm
zv0q$w)4s~EwIW;+&e0MH=#tobu;zDgo(G!0EQcbUG{YI0OHoN;Gi0qR=?9lp5yKJf
zk(b?0RY)pdB}1RQ5$h<sS|t>TuX@;m3b`DSs5?1d=@*Hjam5iiqs`!CFyu!ge`zX`
z-O-_h^!xp*PsVQC6O*v9WT&#55O*@ASPB4GEk%C`U~^yRu76uHN)F`rSO(UvI|vjm
z3wNI!%F9hdn02F!9q9DlCbOf{T7elY<9CgR1{^=C%5t14?<DfWd;M_1bJ&lHNIq<#
zuX+xkGY_CvhU_^HAQK;O8GTQlgPEkyKvvi64SeZVn5r&B;;O`g?VJHLPSFpXpB9t5
z)jw^N5-9lJ^B*2uJrWi)tS(2a36BTUc)^Q(nvl}f(1_BijB$zq$N60GRJch5c>w#|
zRZ?K@(CcGe1NmKV`IyP;S^WkfI}>*bFycAxRW`RQjqZy0S@A)Z##x)52Rt;mNh`6J
zY?;&bKUb0V`$n-Pb_J$q=>G?7|9OI2_)(Zm_H_53{($=#07&Sdo?b0e$))1Y7C-$q
z#1?(BE?xrgKsIN5f$2?=Wc6GWF!pE!6yuN)AwRO4y8&!_W3ps*mK1t`i;4^WTzKT?
z6nSL?L)F^QGgF7ws*I!7w!T{LZ&qtF_oGu8ZSV4`K)u}!TrsyztKq!NOlEEa|EY%S
z@%eX9hy7@y3VuC$CM8v-HAe`ExJ{L|=Cd;E9L@O7N?<aSi)`i9<s;r|dY*O*Ej%Hh
z?k<bzi_WGZPZwh<uggbZqEtlXRNRM?WzYA*b4wiguW7V|0j^|L-eyzkniO~P+Aq%6
zjW$%CjgeFgp9WcIhK7?Hn@wBwsnFwL2B0J;0{KBpBa(;K2K5+&%p2<r=zc4<VOm+2
z|1;#a7}mm!y;>r>U)Wn8*ou6;u_1A|oxOh#FI5ob44E^J`c4-VftbJoF13Cb5;ZjZ
zDz4fR4z4gVQ{OIoefC94pzufBV&j*dVf`h^1#-*^=q0~&tl*YPDR|hzAnOj|Z-!<7
zSm_reu&qOIM9PD=@YL?Pq{B1mV8UZ*1n<TWML+pihOn(GFd^BHdVOs_SYiv1<lBI&
z>-4xDi}{Ohpb3vWPRyHNWKqyPV*S-!Onp7K^OxB*1PmEk?~rZIeaz$(eW~T#`vI6u
z+BJgs3sNu^M6>~gp~k?RW55k!&)a=Mqjw($$pGB$)Ox%}ru-XUrw6T-<L#7<*Gj-B
zQeF#iG(WlEd<2o!D^Z7zNr56~W-mDNL^MLK7$U>%=swU@3Lm-8Vm`<c=Syw=8XN-#
zk-$(x`cBaxBpP6twvjVxk-;=OP{hL+sHad=q<~?j;i3#zRKn)kuguK&SR0)$yHZI2
zq`Ec_pw-M#q?5<f0oX~8Pfq*{Ppi@oPKF!h1d3RKbm)DtZ{3GoMt={k;uDK8A(C3d
z^1?623n9D3E^AB8yI$rsTT~?3nI*N$P=Choh}W_XknQF#w6C-2r_?-9IafJ{Rb1B*
zQfoof3PBv{WR!Vy3CY^z@(gWa0R}yb9hVBbYCgF8oQXg)^HiPs(V)j-F|6t|o;ht^
z$92YnV8=l8z_R&M_2)dFgr>^lRwM}#;!g18FZZr=i$A(4a#ntjC8-@pP3$P)T_!om
z5E{#g4;c6r1(@+^WeJ%J=2ziD5P;ho7|Ox`Y`WpH3@4Jk$>lD_#G>r@29TevktYQ`
z7ojz$zWUQw!7DJsARVB`Q2T`MO8CF!5^Dgnofn~4oQ4E_>4u-QK$$F7?_7s0^CO4g
ztFf`74;!ff#y3&R`g6572wuV_!@Fy}r*>XO480DQ9EW*>z*v^qe4nP69T^YKwl=W<
z6N2FNAm|v^lg~V4WohrXsBK+%(Bst_1HMT<cOy!xrHgE+nb#6f!244*=#VB9fj<My
zSOq|VvylzS^mCDX35@SJ7S24xz36$si|QDFh8VL<FzPKIiV~J_o;M^$AFlt@VZr>J
zo20cN(?#DTqr4*=`!I4?$I|G%m4WlYE>3)?E2HKXAi+L;ws>|FJ2j~A`AFk<tF>y2
z?8rtwCHi(;*;M)J4Hc=ppwmNYG-&2@q0>2!Prv51R4?lm_#`J#BBs41ViN!nVtgUg
z70+i(rek(FffW4#FkuQ92El&8Z7L`c$0E4^DJ)GavLRCNyBya^w&u_YF?$Jw*+$vL
zmKPa;5=lEst5xT7qSc09cV7}co>+zS0wgH0p7pX&(KdM2`T@yqiXR$o0?Gr-jwtcq
zSW}&J(?HVoyyB|-4ACK=9CBXR`08v(TxVfZpmfbnDXw3wSp)ga4BEXN(B)6o<KIyP
z1Fc|YkoCYtW^bQq2V5pOW_^k<3)U%2IGXzFrEVMeK9J^`$6Ww8QWmP&i{K{5!SWPL
z;lW1751ZbeGSB_Qcg^L*qa911LA)ea*e_x~y803W>U`8~pn^Jb4D6+8DH)0bJhvr1
zs|=zFXfzvusCFuD+sbK`27V3YD%L~{*Z+Q%A6u_99GQlzd{q_B^a^e&g`N0iU<%TP
z3`>)OhceWjpCp${zd*j^1msKnh=u8n=i?}~=!*s`>D29uDm+2z#;#?}#?;!A?<E?J
zo%>mtS(fh%)+kJwD-bjJ6*w-Z&R0@vr~jRVPJ+fMHEQPY7Zs>=O9PQnb18=cKK<jM
z2YOmw-gq%JZ??$GDMxqWXL%q-Fe*Y#gXje5deoG&f|#)5Z1IrAx7d!>dZ!1*^=E;|
zct9dU@|pqkiG`l!csB=s&JoBcerLuG8ey&BSPNoD$>Kb*bte4~%&kxO05AqgEh7jF
z$4NtcdZ0dtMM#6af#CGo_WfeZG~96bG*#ZVa=OE29={eE0s7>`#^_7_z_ec@IQ+hV
zyxx5>Pak6jkMa4Y$Kvk)8ApTVQ`;2@kX;YHK#7n4vKYU_<65NwDbe3M>BP|KuLPWp
zIG^F{V8ottd?`@<Q~!07<>>RaSPnrqb2@4}oc6$3@pwkdn9XA8uB97}h!!+FWp%8b
z6@vD?-0699qA6lm@cB;3=xj>MSl7b`AI-IT?enDU2+SpoMUE`k@$kg(d?(=SK8+TK
z-#c`<$#b8fXPdR$gesfum~|&<7*^EXlw2ZH88xD(;Zxs4ZY(n!GPY`bvN55m=~<s0
zD)fGCnH}gbWe$)a_eZ30)P`H>fy!k@M<?bl0&nvbcpFlt8m*cY{ACU55m4;8Z@{ag
zORS3)0~6Y;do;t9#hP6h3%!b=)g>>kFksr)EdteCa)T|lHZn{0el*`aVAg2?`z>^&
zj!hkz2~>?99JM5T>n>415=4x~jK}IGnB50=cZ-D8WPA`in@XUoXBxA;0}WNUjA(f;
zvt-5+dwd1XCpZSghRy`?qw5bv^Sy$K;CT^<VJJ?%q~-0c?Ac*Kq?L=R9FJmnCH5>e
zFywK@3{SPzcPnMpP#KQ+?rTj?Eq6f`<_T3c-Eove0!j9TdrA*wN5CEs5&(EOld!hm
zC|jKo?W9zACtOWIT!!+iW=pjBs|PGHkH3E(JVGax7r|>k1Mz{jlwbw~5B6^VXrzls
z%!+E(lm~P{?g72O6AN92oDfyqZl%1gD#IbF^f5g+aod2u<+qk|RC7uf2m>~|FCT}A
z+GnA5?nm5o)QO)=e1t-XA~!zjVRp!7P)ernyAppigGCtWHW`8LQ|5Pwnc9b?`+RXh
zimz9&tki^cK$O3?VM{mM-6FK58X6?;yATLvm8uyV@M6#~=lTIwflwo82e40Xt7@QP
zvqu`|T5IhJE=J8GRb{9zeYf(%)7nM3*{ikMAJ!X$0Nr1V*MJ&0vUTjuax{fMI$gBh
zQ3N_1VX|ZzOb|IY6MLr1-)R!?yu`u+)?+uqUv?19M-@%^qY4}j-%{UErj(XS&QNmM
z0(Bz&TU#|%TQwERn@5;=bDa!*=AFb3WJ8RwA&8+td@DD7`X5+=SlekGukITAkZBk~
zeO5~F^8ZTho-Hy;iTTdSQ*}FhI609qi7XihI$NAJB!`;cc%oj5YRQDqeX1S=eyq7t
z^H>GnFuea@^5QEWy94TA=DAiH6{U5SymE^e4GzqFw0$%s*cp%Y<VvOa2v!<%wlJGu
z7DL6kV`e{2+&;LXO_dWslh~a{=O!OZ2qT^p-+gMe^O3iDGRRt>zwB{q*={(j6$(Zj
zfzLV8sM*K!A(fM*34AVc9FMlQ0uS`>S{OmCk`M!2`O({u(SAo!6^)i?T(R#EV4>M*
zh3(}sY9;mvD`vb&F+ks$*W0SP<c@MFQMYI$IM_xfasj9zXl4#{C7%R#WjP-12Uk^C
z@wW|M^z-K>la7aRN8X~_v6@D3%SZ?F&6_urC+a$=2x6BBK|y63$O6=7zV(|msAo3m
zZmf(kf|QoZI5)qAD}vgFtp1p5`GI|b_{87m(xAbbwdZ}mYSe4?*{0}g^f+aRuDCQ?
zKjusJ<ky<kLEqe;NEDpeL8|avT4%d|Fc`^ki=$N@{kS5Qdvd<{)51`mZS@{b@qJ?A
z_V`I~cjb<<vfZ7p^|qhD&X^k1hCeD4)i2w_-h5GBT5eh=hq_L#C+#<?r>}G~bUybC
zNCq=sI+HJqH!QFQaA_fPP$tQ40*o;tl$O)K+_Vkr(=EX^AbK2gfJM;syh_}25a_i6
zthjr!0E}W4B<cpPNBb?A%(3~1A6epgzn<xl$98)#AkGaq(s<TPF%*w?pIR$bc`Gv(
zmKNLBDj{q;)U>Hi8JH<NHOEseZu%v5&D^Zti>YiiSp$;w#rT(Lv99!RGE!kWUsGXC
zQw^S8ugtoLAJhl-rtFl=L6PaP)C-;43uk`j>uwF~SZIU<a2=MXM>ZEJZYn4fk924=
z@2o1N>J5Y`lTO`JTLkcX^ONi{Aer)SfHDRJk9avXtsG@^!7c!n6b6hv1Eym9`v5b;
z^+_xX;_N^fHMsXXUCbanCf+{&tZSB=CZnB^p-q=7rvXpBIUl>EAHL(1<IJ@iYr)^g
zq7v&OQR)GJ$f2kWKgEyw6kHs1-PYw<RdL09F}Cv!#;Nn>P30oX<!{7xkVDf00*z@u
zv2zvDVLL9VRf8tkZc5=XC`!wp*WP0HCQF`va=$rMa`b>Y!gJ@%hg4C!dEsu!zjr?}
znXXAACzAK_&a`29lB2xs;0`u+L{hgs3><j~9>KE*3Q0Ktfc%L+aFY5EleW&;tAjGU
zheMzIZR(zIf0gpW@~%$dD9M(ON!TyWbRaOH58BP<%{7A$j=7vk>5T4ko_mezKVz@-
z!Z^<3tm%h|JvK((HN8bLrKVhkNW9G=7(>z$);MU_c4*dj=oY9!*}gBzk8}-jSlydi
z{=v4i>8Nyb-Ymt<EPO5QH@tWZflhWT^fP-@W2HmR?Q;2$AyvIe#sM}4fF4HDpnWA`
ze}P@GlTQKTwwYRxeC<X%n5~9Jymdy&YOcO8Y@E)$)|(}ce7!-BkgI>n)519uKO*+1
z-NCe4=xohQDjO&Ub?_d9zkll;c{$=;mJwCJ2vFJ})Ym|QdNhYV0}p$n_D#2~GEe+U
zu&c<({b)9pX$HR!$ZSgLDN$7!`N8PbL6%yKGWH?P_Nl;2=ljDJ?KQaa^{l5l3z%%T
zmyC7^Kj30D2UX~zw#&#uuOor5G`l3zEAsMJ9#}LW?f+rW_kbg<gElYf>gO@dFW0FN
zHTAzS@+}!?Bk}-;cp_+Z2?M{<<VJaYF2z`6Q@h}(F2+wl50N+CB!s-$YPeCh^jm1p
zq++1zvBDWcHQfDlX02<@rvfG>omy-pnVg?BECdlj>M?)^rs$L~-8t-DYwdPL=_u`h
z+=p+CF{OO6-U%)|_0Li0sEde{M-IJNQndjRU|9JJz_cyhFc$oHq*$}6x8*z?o*FNu
zSmfS6J7R6b_e<OqO-3G&8gKkEp)*{6ag)+wKmYbjp@z&o*fa$DD%Im0I`5TveNW7%
z$wf|nIM_CDpq4ITv0jD=+Cxa4!x8XwMPzp7TP<^Tz=+t@v{);CftRZkB$GCGbwAUC
zm7DlREAqp5BF?A`bsdqe%f?rL;<sw7>9z&ud1t+}xT~$pHE*s**1{UmTV@Ky1eR2y
zD!1R|Gi*n5d(pcOR@DEDOev0PD$=jJLbI|-;;8iDPU;V8c8W%~4SUj8Myvo_fYZ@i
zoGKe$di01X?xpi|^&@^{s14aeNsSt<tpKq+N2ww22m`}?0-Nt!?Dk}d8}9>mPV`#8
zX`DTjxkB42Y^Jy76J*IIo!ax27@2z0J|%kc`*TFe(JP^tDvY!7+T;c0SB1naW{LyY
zHI)(R3h1wo@NZ3aro2^>V#kDQ)@vk24hlt4sR{}E$=l;RB`E$ohZKAcwx&xuqr%RO
zH=~(=X4MluikebY1)*N(G_yX73p;D760_q(-hr!-8>((C7RS;yEK63e*No7A8wBv;
zn)6u$cCq&6qsQ;mu2#yW`y#$s)F<UUZrf62Ydej-LG55*KJO?|Ux~@_v=UF9F=caf
z4M$DQbRI2RZgmyX&xosaxx=PGj_TnJo~f=+bDL97pE08Bxx1W*4mO`)Wkf#Y<_#}$
z4befLCqKeWVns9)4Zd7^OTE(Hg^E|PLE2fm28<S;d)wzPRQ%}mD0rPviIw^XnOo9m
z?1ttNE$3qVSyL)ep(83`mHU8iE3WSam=nn2i4uN0kiui?(iYCFH0qt=cI*+Nuw;6b
zfn{=?1Ub12);!BrC~iK4<xe|J5}1Q~_QveV!a1~*9nW2xk+Y(yWip@i>C5TK>O=U5
z0piBm+0S>^F_C|=KOyZ48U)<yqnkImb_yHo%BtT*<3CGms-S0SozraLWMsm0sG5bw
z+OVEtmB#F9+nD&#(d~b*0QRJFqHNDl(Wi_sl`>de3nRXrd6j<S<d`kk3lI&({Yv?c
zo1c<>7T<PRYg!u%&p`l`@bpgz0_&c`2;j0@ha4k*4=R-@q#eHgLS8lJt>&1i3*UW|
z5R#WG*uMixkA62hxPeSZdnU;F8|)~Yql7bO;wnktF%9U2Gu^gI?UXZOwc}y#IpTe_
zvpWsv=Atuk(lCBt?a?5p`O$ooC~$TrIPt?0hzbY@`8I$U{MKvZmA)%shOD_NM5<fp
zyZ5cO@Rlyuxt+VKEPL3yxOtp!XMLNhi2XQ-!_F_pdo%J}Y1H1>j-ly^6VvK);G>X!
zuL=rGxXQRT1pl-7XEIn#VkQejXhi8}hT{%b96cE|)6paSORbz59J=Va`91fFMtHHG
zvR*}c`cZ3fvu(t=<|4mV4L|%aP7ZBSp)RAgQJ{jObmjq2+-G5)Q*!>D78|qf&d-c0
z(L)pVd5Z9u7M_JOLPplzE1sW`CE~k^h+(m#5%c-{gr}1_Q@&2s#NCi|QUdlj1h_w>
zCwoqon(DeYMg<nzOvWzlxfg<+h(d#K#83j6?d{@m8*l|N#;{BptgQ%JAoByu<aFyU
z2hfCIb52u*lTiS^SL3`qR}&r#90VGT^#GXK+DJ-}9kJt?nZcO>x9VtkF*QNEC#$>i
zWm3!n%o40<@L&P`Y-N2Oh6d0;-=2NeZquthq<qblf8Wma2=fSIM2_V{&JwB+MMiuC
z>4p)4_X+9duMA<S;1c58XcN9Jr^Ji}QUG^vZeo2F>UmM#U&*m(2irm6Piyt8K(?!#
z_+|%H#IQ<*S?=cg5;8B}`^J-$7#wU7I-DOoo!UO%=>DWrPj@XXqKtK~^3`hJ1Y9ta
z(h_W~SnYUfAs?|u_A({Lu(V{{hLf%Nxv<bJ-s<W2%4?c3x*M8f7+4Fd-)f!@;z?ZV
zS<{|XspqadG!gvWh0CxWyGzJ?+vhybUi?@apJPHBt?RLoMVC1R66Zl+!%a}0P#z#5
z_M*DJJ2jt~+l56&lk9QjhPkIE1G;|(Y0K<<)t1cX79IAehrNsLk9B9Sb)1_1?MhLW
zxE<JHXPV<yJ!h5N$+W3L<B#fRC-(AYcpr$hwKB>=lXqAI<VwlDc6>fl(s6x0iuB>r
zLm+jatCH^&h3?fu)esGX{T;AKy~GEW>AYZH-OwAcSG_;=k-3aGo?27p_e5oPR#}vP
zkv_2e6`r~7jiT|AG^Q$Qk<GuLn2LP@Z}u(juGHL$TKu{U^PMGoV40?{-eFN8F$QpQ
zJ=k*!5t%qKSR_zsqc6bv(c4ePy)YHat8&?y??|@=*wT2d7|nOHMRM23R$6nnXkQ0T
zNu9x+dSLnF^xl1YK`e_i&l)got+I6&niCqfA{iLCf8JO}ESw2;s_t&|?(M03iHd!1
z4HgHoboEc)RGXc5q^uPHIy^j!HhKRs)AP6ph|F|d{erD3+x^;Oaf2$}F<U6`g!EcD
zLvRQUwue(0h|hPOXpzNup0mzrH{gC}gy~qSvF)|jdf*X5+72FIMuAH#)G{STUUM5X
zoCoJ^6Bz9XQE(#&rnU%5pEX+aXYUS_c=AUj&>e<XLCY`ulIU`X4hC}F<r8%rz_PP%
zsvfr#iPt_%NtHuXdJ>*#2WXjmOv=gQw<UT~n#MT>*ps%RFlZBbUohQl>I*8ZMpi^Z
z2=JoNIuQ0}2wV(J!+>a0Q!S|M1o+-g@V#8b&%yWZ&X5Bhm8#&t#;v;ztj~fxr{w(=
zeDI*2@jMawUIvS0K(dE#rBRw)j258BFH2@e(1WYMp)Uu)`H`ajZ5~inOw>)sod(k@
z)FoDm>NuLqSJ|m}s}nJu%u*3PcU70}IkvEp5j*>V=2E9D(M5<Y;OY`Rm7p%?k8%eC
zC9DKJ7%O$eP+-4Z(?!s~IBSs;(*pYjjh7Zc!rtHX_9K95WPEaRW8ZOFZwF71BYqw{
zCFPx^ALXIpEn=So?B}J$_)P{Lxkl|5+iu9b3tv8^LXYTfzYsBOMB8DZ+@+5gh7Hoe
zI6i<{ks~P2_%PL|(bL`q<#)8w!1{?FgOMs8hD@!(>PE7MsxB?vMejkWJ#GChiiY!;
z?83))m%1vX)Nh^~Q^6^+vR{xRReO7#2btf)bK)LaNJ1K;i#C!{3!)w{23&wJ@!w{O
zy?$uT*S`icodG5}F;omsIvz2$iqcrij;p%dYA<g(t-Yz?9KZus7XGEt4RDSp{*<%i
zFP4nx5NY?Ysgl$i890)&N+*-*W>#FR;yttH@TctRe_mDX(uX~PYF}le#X@@}^HZ;%
zAoHFOwsJnyi;U+;DA3DYa2VI=OvharKh%^|!<}F)Qo)^a<^jv8o&|d*-1Jvk$i+p7
zCW&Zu{Xj6h3j8s|Vl*RRZ(?K}r$6aHr}fMsGE+g^!G1rm1qd<10+3G_=%$KT34i-x
zQF*NqEv4m;{Zz_B$*dcZxa$sj-+hcb;WJE44oNx{N&`C{q}c;yU=fxaFm#XOgw7os
zI!Q_sTl;ehO1bu=XWKJ(tg|0>o%_nU-<(jFv?mQ7XO+OpossvjOAGc3s?@UpR^jF^
zzEJ=#%O9VR$zz%=)?!fexMj#q{5)Vv>S2z)oxRdT%y{bEPo4QbCSaM}8wwh3lPi*L
zx0GJXQsfAjjQy@!h9#8Qf3-C>iixAl@;Shv36z!<_%_M63_zwyR7inL_d_yGXvX(9
z!6D%6vU)Twug*%@9pEtTgeGpakpo-Po2!qcVodBjJqc}cLHX4~bUdN3S^s<1eXG4z
zTa`=cv+)=sFmClbw40Sho@K9{yh09V=k)|XU{XDo)KQu=yjlDr1Zff#Xc2Dz6Rop*
zQucLqWMBYnXD^^kvc@=QTIc!;J7J+3o@$OE3@5@SKm|t(cn17+sHdEQzd{hcO*COH
zb1VIW(HK$I3Nn~I$ff`=iz@a@HZl(^$=N02W?jF<0s9DvMl_&bS^1n1Sm}1>Ew$V>
zm8EpiIJ1-zvc3-<Jr1&Z4*XAz7j6S`(WK7;Q8YgJkWbPEteST2r0}PI5_heuJmm2h
zQUCrX+0s4Yb-4Ytb!1p$XB!t{_$BsJ2zw802`5o2v;~X+DkE%|{gCqQxSPbfUkBhv
zo&f?29gVgu2v%{%FfAJF2j`^-i3p!CZm68tq&6%ca8)JmUH;sTK5x?GS-<rxsXId~
z(2@%|lOy>nN}LZw*mR#6O$XhwxsA@duGw`DMu6TlHo6&+#nw-93bgRx<XYZq91QY<
zQ3>ypTTRB$*Y(qI9Fn+4+u1M7*v%u7+zvm}RL@=rDpXwmt%qW(5K<{UJ~4>GpHa-~
z1ft1tFnVU;jFFdMr7iqw)ZK5=E*7<0$&PeEr_1Wt0${Co!PBfj(XwW2yUNp~F%9fc
zdAtOV*?=t$MkWT36PHminVl<Bf4=IP9rJ!J8p9pfH{7gwGvr&VBZCqNcqglKnlapu
zUYL%!8lUcI+wgfkz}HEj_%Xd5!H&%e;^BzmGCA@3sVApu!qGx^q)0)8OU^C(JV4lb
zDo7FL4}l$)zzx_e_YL7>=M#Yi_+m4Uka_*#S=DK7L^Pt+0-b$v9c?xtb-P;Xv4vLY
zH(M)qcb$Aq8N2r&$T`2r5$S$7T<Z|*vX#%kW74Qiv0dFI-Q;|8=IqBTDbCndurGn?
zU6i{qTT(ca@}y3U%X)4)C<i!PR}Eq^dn;o!aq|`|5we`lqnpTLEF;hT$G3=e&7;b_
z^%f|(+rIKeJ*Fklr&>FMDGFzbB9$(go4;67^M#dXn4Qtzhvg~T>*OhDu9{Hz<zr)H
z8=juE(p8fU$&um|?*e@V;`1F1AkAgkigr}e|1N=#urL~N#eZ^I44&#2g`EdEA39_t
zW^siLD0V@D=TaPaygQ?}@L<%(-28f>JA-su*3>=sQTVgb&XdSuu)9oM#O+O<&ui4z
zVNg!H!O?ti%DIcupN*zF;;SRP1^(Pv<uJ{Z^l?~_f_OiBcz63XHJs_v-B`>ytW?y#
z_8MW5L14e9^(G3;rQd<r54<*;)&8LDhl}Kh;TW2nlqtamp;@Pf0hcB1OYM>8ncneq
zt2f$`X)5iXF{WyAZA07y57&hIA%y8ZV57N;i{JLi3>Q+ajK~#BvU!7Hj5DoBZtm*E
zOxJVfb%)n}>RA+kDVnjTCKmV5e!qfHM7Kd>4CV=fAStcMq6B0fiibv~Y>oIEVRpEO
z;$fl2luJ0%wo)%cExZIplG)$qe<dNfjTOw*By6b=HwC1<ws?(aQ+hom*;DRi^7}q&
z$Og0gNxLy7a~l3Q=1WVAg@SH<+wJMDd^0AX$4B9*kBUi<O(%qIfajLBSw%)3zW1zG
zI1kVQ=l!Dh3Gj9s<ePr<rwht4v|-#LgnhYUd%l_JZ?b^{MmcUVoTgOSy}ZuoN6u-U
zCvK_RUQ(q9bP4Z3zS2S8e;h0J?Tf>SDb6PCuO>q-vUUztr2^_wCH-CQLQ@{Z^-o)<
z3DU$KC}0mK1OQ~xGjqo8B4T)a+xg4N<%{gAPSj+XKs!#Z&N8kiC3(k_6DsR@Ea-<M
zt}4&G1OQb}9N6x`H3TR23S@Zy*7g*)Tohtk=^cH9z_p#a(y=JM^c!Z$fsE{7iOBGN
zPGnBUK-oY+FHU_*yIq?5`rt*df>W(a5LODUwSMIfDBcA626D|t0pfXH%|+b|jo;0~
zaK#<$oV41u{EO6&ayiF;`RqEs6xHhD_Ah_g!5m=OPVEZ7!k^!xzD^X?$<_gRla~&Z
z)?)hP*IZP;T|l-&ZC?rNk&fP8N|&6MIJMa_MO%y?3lZkx6#Y7l2(W<N2d)lw#+F39
zK=fy=;xxif;aoM(<lTa%cV(*eyz&+V=GT@>2_Ld6><H@_w9aVNVR=5FRW#R49)Fjq
zLD9ZeEWWA|CK!s1Sy8Y5&DWOO0>3-`^fBMLy+q*{cyY^Afz0X$@R{yXc-$$VPqJFp
zBdv6Pg*D<T6LU%V@ZzJdwo_<5d6Jh3+f6yOnK8Ph7|~6g>0+&4`V8C4%56@5XBNpN
zCeZAXk5k-~ia?O9T;!wE<ukRZ0+!}6ygxT3UpFp5wobb;Vy0>@!17JxIYntqAu?jP
zMI&Ajzz@o^1nmqJ?VR7E^@vqy0I%b6^@(QOhhJI6b+0CYBvVdpQZJfbwwb_%G}FQ8
zJyYN*SAM%ABy#pmOH>+;e9>kEo?tWef#CfCEXD0g0ac9IJRi+s9|X_aMg}X?=7^#g
z*``>OGugVv59uy7Vn;%lsl5yA{eE%JOk*F~q%A`9yO=VuZmc$ovyyx<`+kY?wrPy7
z(;-aO5TXbL5Iu_$)XqKqjaMp7l$N<K74oK(F2gPkMotHa5U=No#uMSxAHApvAtfgk
zE*lDs3naIE4lY&3w{dy15iGaw0f5BKZhcnm%DXR;1HY@l{VodAC4_bGrrmiv_2WLu
zJlM(rY;zW-wxCc!)L0=UM1;(BZ`$3t0fK9J6S~89GyUtgE}4>dw8euS8k&d(lE~Y2
zR=M<)3c_ls1scP(o1<3bllw5m!coEiI*KPm>s@Y}g>Q5=AEJxD`P63V!h(XX^rrwv
z6R;B%T0<`h_u~+zn;Kpse-?FJewAW%oi}RsG1#n}9C%s<;qI!#yJzAS|G};EP@4|W
z#&Tb-v+qh|SM`OLDQ<(X;MX984UPaRfu5GJ-Z#*vNl)@z!bHV~Fv0HWjZj`Fd;1FP
zurF>XG-P_G(c|TCdtDrvSn?b}x8BIJ*`2bbLY^u|S0l#26WRy{9vwIWTPj{trOG#w
z2T;We2Z#J*ng%P5!BTSAUHU<r&891Rrs(;Yv{*rS7cjHEjkX1m<aBN#{p?7R-m~O!
zk`SAeteu<Yj`CNP{pxSmQCc3AjEH5gPBG3^k29;iW4nUvrEw@v?2Eam<}%6Rw7l!r
zqZ9cfjN8iyR4SiX&4I?;B{1h$bIate$Vgs-^aG2$?nZ#ggr!mLnS|!C3JkL?OguIE
zeoigohj;u_N?8JkcRlh;m)b0`{*M^=vOJe$N|!X`_kBdq){MVZd!iH_K&_Z{xnSb3
zw$R{|Ny%lDbzYmk__+a_DvtFe6{rSWHUuYZDK*Ki9-n+>HG0R&lukj^Z*A^6CdRRY
z)|h)9f2O|^qikksC_SoOf5(D$4Vm{V5Q8?Gj_C1O$|X$(7ZCv$fsvG;Y-g~b_-rYI
zyBy4bG1{}$VwM)D+9uJS%~8IVk<9xzZT%o3(T$5SX4NvuoC%SKo5#NwE48BTY0FVf
zNm9!X<EAyHsw(jTe7n>jVn)T%Dl5zhkt8O6oPI!Vb*^4^zxieU-f{~~XSZ!<)V8gX
zC0Ut-n!90~sM|=^&$a5(lFgB3uEF?kK&zVrw=C(`izHvx7jf=?o(fWcAt8U6R|{fk
zlWA=E67S=h2O2yOXclacf;!H6B#}oLt?gZrTMdXf0}NM%BLi8F1+l`aUcH0v*Mix_
zh%0oAOs;b4paYKT5h$@jkBFatgkpTJHgtKYmDQ;Y^u&L9dDh>B;3gmPvEp9`oX&SR
zZH=L|<rk&f>_2|{m6P|t?F4*rc5l@hpH?(EV^WgRlQ+n&OdKhBxaVCgVu=0JyjSGq
zEeab3Aq_0+`3T>wqp=(hnuwonLnYd4P@k;I?O<KwOBY!8n|!%@f2sLsIY(J5GR^e#
z#Dr5JhT_p8h&`0TC2G{rm|dA-5t>P@Y_NW^Y^m)Iw|IoFI(L!AkEqw3079>Gy2MK5
zewB}A1yF-xNDaPBI<~*`N_AbWemnKktL8e&OsR*05!ZZKwX?SrPE(J`WscrkPz${)
znQm33TS8YM>MxpV3qZJP`}Tc{)#=%xGCUx^^f&{FW-rK)4VV3j7MMD$>hNrrqoCOa
zEuZW0ZBQZ7p1-kjoOaf2nD)uxL5@fJceA*w6$$&6TJ8Fype1yr6aRj}yh1oCZ}x?o
zTT9MSk;9h?Z67lVgU4~VD@3PWm6%11YgarJO%_t_=A`-|Pu|Sx6y|w?0<8ax>04Cv
zw8D;x4gN;biyz|ot!ch%zljSY-{T|Qi-~z&9Vyi^kB70h>DbKVDy!*?4yQIhv#F?D
zbzko{6u0fW|2lQ;Grai3sJ5Y!HL@h2ta@?ivug;#f*eKxcAvufTdkBaQa|=$YqmEF
zW8DwO@Hwp8`(s%B>RrsyhWoyuLsNE__~BHu%pS1R0&X)WUUe^j{rH20TbyjuXY|0_
zd>*gPQGyCzGE?h%us(KF;|u=h;_vLH<~#|w^ddjU*US)iV4K}O>Ey;>1B2`5La9ye
zLFVUcwK5~4da~jBn;W4mYX=XmXSSS@t-e0`;(We%Z)w1ARFY@*`JgO8{lU)@+siVU
zhu2{$9FRj3UJq!Z+$Z6MfuA^f`wRYXG4R`059nXbP}%JG$78wQO9<2=V6bkm+71R|
z2m(g-&ri7;eLdO;=(#L8^e-c6VDSF@%qi)g0%a5MA7B$5CCp<LH01vL#7X^o5TL~W
zPo&#E8mV|QBH8)keS%0JrI6>Dx(nA%`b?aqc`Y~h&p%*XaTMiuJjQC7hVeBt8hhW&
zDF<B&6-iuhbX@~JLc~BM=@{~eYVFsK#b`p$^^^!Ca-Kv?Fg<Qy6~RyEzaRXUJpT&C
z|3j*fhu?^IbA!QbrnuSiT+?IOV51lR>hf5f@S^j+ri=^>c5O9;YWPqC{93BOdaUVD
z&N~tHEX<AL^FzBkM6g<4oWl?nKXI^=eSN5l3TFM`kGH`Y1gbjNoOKS_{Q*9d{)Nr3
zAK!(YG(FgdP0%?Wf0NDf@5$8$=&Ppg9V~*3o~{d@hh3gP?ee>2#<KkPJ_n74ueZ(r
zd_-npC};r(hn0K-z7Ga=2uh=*-LivBFe?@Zqkq4{eYDPb1G)|+%=*)x>y$V;z1n|8
z>XWbQk{!zk)-TNOpf<mx#^SN>4pn8uVWk>>UN<^R2-ak4wqDJ5GlRiaz>NxGmnU3z
z`%88miE4Fcj-71nQVc8Wks~Q-K_bV`?-Mz027f<#RQkr@nG7@01cv_)DXq7t52O-<
z2!$tL9{ANYC1+Cnz)@_j+qDz5U6=oSWPJ7y6}}yQ`?AXjXtm{Zu-ZB#^{VEOuV$$0
zG;I8z4?^TxXJP(+*q%#RCxUrwt?XOxjj&W29))*-Kk&f+B|XNW#qiCxiVPE|Q7Aj?
zk~}_=r16L~`13%Q*e`<7sJ)k@ErmzB>N3<Y*!DStaeMrP>t0Ru&b%<po%9cPRt}cY
zjhpFibl`0qV{Pv`UQv3~1V|rq?iHJZkjb993}8X2oV1CE0r3Qe^Y3%I`WmJMyQ)v#
z`btH>o`J!%oE%Bdj8_<r6Wr5}UV<C_{rW>dLm7itvg-uEA+9PnlAR2;V3({T18||g
zj;7@mD&=5-^l;>&p+1OT-H-63m#}W#6<av-qqHMM*tY6FA9MoTUHXygus`*aJ-_4>
z40hV_&dnR@Y=>6oV6c5dL40fOk><vN)Pd1V$Rq+r{`c=8a!HG145*A#Zxvy34Q=-(
z482akYQu+eFSu8(zHc=&zz(=?y*UT_{D<$dIKqOZdvgy33^rc({Y(GhRMiNT0xazF
zKLHlVW_bUQ0V0!;+8>fbzt^Vxp&azP$Adp4fPRNX{<+HW?_$6HiQ!-{%Rlmc{O7}=
z{~mBm2pH^N68$B_zf$zCqWu+xe@(?dI`OYH{SPJnbvXYa#lJrJKcx7-Zz^`F=ndFZ
UGv3H4LWkZ_P`a5TXY~620I{5LaR2}S

literal 0
HcmV?d00001

diff --git a/docs/requirements.txt b/docs/requirements.txt
new file mode 100644
index 0000000..7e821e4
--- /dev/null
+++ b/docs/requirements.txt
@@ -0,0 +1,3 @@
+jupyter-book
+matplotlib
+numpy
diff --git a/scripts/benchmarks/tpch-clickhouse.sql b/scripts/benchmarks/tpch-clickhouse.sql
new file mode 100644
index 0000000..a63ed02
--- /dev/null
+++ b/scripts/benchmarks/tpch-clickhouse.sql
@@ -0,0 +1,21 @@
+-- mysql --local-infile --protocol tcp -h$CLICKHOUSE_HOST -P$CLICKHOUSE_PORT -u$CLICKHOUSE_USER -p$CLICKHOUSE_PASSWORD $CLICKHOUSE_DB < tpch-clickhouse.sql
+-- clickhouse-client --user $CLICKHOUSE_USER --password $CLICKHOUSE_PASSWORD --database $CLICKHOUSE_DB --format_csv_delimiter="|" --query="INSERT INTO tpch.lineitem FORMAT CSV" < $TPCH_DIR/lineitem.tbl
+
+DROP TABLE IF EXISTS lineitem;
+CREATE TABLE lineitem ( L_ORDERKEY    INTEGER NOT NULL,
+                             L_PARTKEY     INTEGER NOT NULL,
+                             L_SUPPKEY     INTEGER NOT NULL,
+                             L_LINENUMBER  INTEGER NOT NULL,
+                             L_QUANTITY    DOUBLE NOT NULL,
+                             L_EXTENDEDPRICE  DOUBLE NOT NULL,
+                             L_DISCOUNT    DOUBLE NOT NULL,
+                             L_TAX         DOUBLE NOT NULL,
+                             L_RETURNFLAG  CHAR(1) NOT NULL,
+                             L_LINESTATUS  CHAR(1) NOT NULL,
+                             L_SHIPDATE    DATE NOT NULL,
+                             L_COMMITDATE  DATE NOT NULL,
+                             L_RECEIPTDATE DATE NOT NULL,
+                             L_SHIPINSTRUCT CHAR(25) NOT NULL,
+                             L_SHIPMODE     CHAR(10) NOT NULL,
+                             L_COMMENT      VARCHAR(44) NOT NULL
+		)Engine=MergeTree() ORDER BY L_ORDERKEY;
diff --git a/scripts/benchmarks/tpch-mssql.sql b/scripts/benchmarks/tpch-mssql.sql
new file mode 100644
index 0000000..5fa9e49
--- /dev/null
+++ b/scripts/benchmarks/tpch-mssql.sql
@@ -0,0 +1,35 @@
+-- mssql-cli -S$MSSQL_HOST -U$MSSQL_USER -P$MSSQL_PSWD -d$MSSQL_DB -i tpch-mssql.sql
+
+DROP TABLE IF EXISTS LINEITEM;
+CREATE TABLE LINEITEM ( L_ORDERKEY    INTEGER NOT NULL,
+	L_PARTKEY     INTEGER NOT NULL,
+	L_SUPPKEY     INTEGER NOT NULL,
+	L_LINENUMBER  INTEGER NOT NULL,
+	L_QUANTITY    DECIMAL(15,2) NOT NULL,
+	L_EXTENDEDPRICE  DECIMAL(15,2) NOT NULL,
+	L_DISCOUNT    DECIMAL(15,2) NOT NULL,
+	L_TAX         DECIMAL(15,2) NOT NULL,
+	L_RETURNFLAG  CHAR(1) NOT NULL,
+	L_LINESTATUS  CHAR(1) NOT NULL,
+	L_SHIPDATE    DATE NOT NULL,
+	L_COMMITDATE  DATE NOT NULL,
+	L_RECEIPTDATE DATE NOT NULL,
+	L_SHIPINSTRUCT CHAR(25) NOT NULL,
+	L_SHIPMODE     CHAR(10) NOT NULL,
+	L_COMMENT      VARCHAR(44) NOT NULL);
+
+CREATE INDEX lineitem_l_orderkey_idx ON LINEITEM (l_orderkey);
+
+BULK INSERT LINEITEM
+FROM '/tmp/lineitem.tbl'
+WITH
+(
+	FORMAT = 'CSV',
+	FIELDQUOTE = '"',
+	FIRSTROW = 1,
+	FIELDTERMINATOR = '|',  --CSV field delimiter
+	ROWTERMINATOR = '\n',   --Use to shift the control to next row
+	TABLOCK
+)
+
+-- bcp tpch.dbo.lineitem in '$TPCH_DIR/lineitem.tbl' -f format.fmt
diff --git a/scripts/benchmarks/tpch-mysql.sql b/scripts/benchmarks/tpch-mysql.sql
new file mode 100644
index 0000000..289cd7e
--- /dev/null
+++ b/scripts/benchmarks/tpch-mysql.sql
@@ -0,0 +1,25 @@
+-- mysql --local-infile --protocol tcp -h$MYSQL_HOST -P$MYSQL_PORT -u$MYSQL_USER -p$MYSQL_PASSWORD $MYSQL_DB < tpch-mysql.sql
+
+DROP TABLE IF EXISTS lineitem;
+CREATE TABLE lineitem ( L_ORDERKEY    INTEGER NOT NULL,
+                             L_PARTKEY     INTEGER NOT NULL,
+                             L_SUPPKEY     INTEGER NOT NULL,
+                             L_LINENUMBER  INTEGER NOT NULL,
+                             L_QUANTITY    DECIMAL(15,2) NOT NULL,
+                             L_EXTENDEDPRICE  DECIMAL(15,2) NOT NULL,
+                             L_DISCOUNT    DECIMAL(15,2) NOT NULL,
+                             L_TAX         DECIMAL(15,2) NOT NULL,
+                             L_RETURNFLAG  CHAR(1) NOT NULL,
+                             L_LINESTATUS  CHAR(1) NOT NULL,
+                             L_SHIPDATE    DATE NOT NULL,
+                             L_COMMITDATE  DATE NOT NULL,
+                             L_RECEIPTDATE DATE NOT NULL,
+                             L_SHIPINSTRUCT CHAR(25) NOT NULL,
+                             L_SHIPMODE     CHAR(10) NOT NULL,
+                             L_COMMENT      VARCHAR(44) NOT NULL);
+
+ALTER TABLE `lineitem` ADD INDEX `lineitem_orderkey_index` (`l_orderkey`);
+
+SET GLOBAL local_infile = 'ON';
+SHOW GLOBAL VARIABLES LIKE 'local_infile';
+LOAD DATA LOCAL INFILE '$TPCH_DIR/lineitem.tbl' INTO TABLE `lineitem` FIELDS TERMINATED BY '|' ENCLOSED BY '\"' LINES TERMINATED BY '\n';
diff --git a/scripts/benchmarks/tpch-postgres.sql b/scripts/benchmarks/tpch-postgres.sql
new file mode 100644
index 0000000..5e3640b
--- /dev/null
+++ b/scripts/benchmarks/tpch-postgres.sql
@@ -0,0 +1,23 @@
+-- psql $POSTGRES_URL -f tpch-postgres.sql
+
+DROP TABLE IF EXISTS LINEITEM;
+CREATE TABLE LINEITEM ( L_ORDERKEY    INTEGER NOT NULL,
+                             L_PARTKEY     INTEGER NOT NULL,
+                             L_SUPPKEY     INTEGER NOT NULL,
+                             L_LINENUMBER  INTEGER NOT NULL,
+                             L_QUANTITY    DECIMAL(15,2) NOT NULL,
+                             L_EXTENDEDPRICE  DECIMAL(15,2) NOT NULL,
+                             L_DISCOUNT    DECIMAL(15,2) NOT NULL,
+                             L_TAX         DECIMAL(15,2) NOT NULL,
+                             L_RETURNFLAG  CHAR(1) NOT NULL,
+                             L_LINESTATUS  CHAR(1) NOT NULL,
+                             L_SHIPDATE    DATE NOT NULL,
+                             L_COMMITDATE  DATE NOT NULL,
+                             L_RECEIPTDATE DATE NOT NULL,
+                             L_SHIPINSTRUCT CHAR(25) NOT NULL,
+                             L_SHIPMODE     CHAR(10) NOT NULL,
+                             L_COMMENT      VARCHAR(44) NOT NULL);
+
+CREATE INDEX lineitem_l_orderkey_idx ON LINEITEM USING btree (l_orderkey);
+
+\copy LINEITEM FROM '$TPCH_DIR/lineitem.tbl' DELIMITER '|' ENCODING 'LATIN1';
diff --git a/scripts/benchmarks/tpch_redshift.sql b/scripts/benchmarks/tpch_redshift.sql
new file mode 100644
index 0000000..10954ef
--- /dev/null
+++ b/scripts/benchmarks/tpch_redshift.sql
@@ -0,0 +1,127 @@
+DROP table if exists customer;
+DROP table if exists lineitem;
+DROP table if exists nation;
+DROP table if exists orders;
+DROP table if exists part;
+DROP table if exists partsupp;
+DROP table if exists region;
+DROP table if exists supplier;
+
+create table customer (
+  c_custkey int8 not null ,
+  c_name varchar(25) not null,
+  c_address varchar(40) not null,
+  c_nationkey int4 not null,
+  c_phone char(15) not null,
+  c_acctbal numeric(12,2) not null,
+  c_mktsegment char(10) not null,
+  c_comment varchar(117) not null,
+  Primary Key(C_CUSTKEY)
+) distkey(c_custkey) sortkey(c_custkey);
+
+create table lineitem (
+  l_orderkey int8 not null ,
+  l_partkey int8 not null,
+  l_suppkey int4 not null,
+  l_linenumber int4 not null,
+  l_quantity numeric(12,2) not null,
+  l_extendedprice numeric(12,2) not null,
+  l_discount numeric(12,2) not null,
+  l_tax numeric(12,2) not null,
+  l_returnflag char(1) not null,
+  l_linestatus char(1) not null,
+  l_shipdate date not null ,
+  l_commitdate date not null,
+  l_receiptdate date not null,
+  l_shipinstruct char(25) not null,
+  l_shipmode char(10) not null,
+  l_comment varchar(44) not null,
+  Primary Key(L_ORDERKEY, L_LINENUMBER)
+) distkey(l_orderkey) sortkey(l_orderkey)  ;
+/* distkey(l_orderkey) sortkey(l_shipdate,l_orderkey)  ;*/
+
+create table nation (
+  n_nationkey int4 not null,
+  n_name char(25) not null ,
+  n_regionkey int4 not null,
+  n_comment varchar(152) not null,
+  Primary Key(N_NATIONKEY)                                
+) distkey(n_nationkey) sortkey(n_nationkey) ;
+
+create table orders (
+  o_orderkey int8 not null,
+  o_custkey int8 not null,
+  o_orderstatus char(1) not null,
+  o_totalprice numeric(12,2) not null,
+  o_orderdate date not null,
+  o_orderpriority char(15) not null,
+  o_clerk char(15) not null,
+  o_shippriority int4 not null,
+  o_comment varchar(79) not null,
+  Primary Key(O_ORDERKEY)
+) distkey(o_orderkey) sortkey(o_orderdate, o_orderkey) ;
+
+create table part (
+  p_partkey int8 not null ,
+  p_name varchar(55) not null,
+  p_mfgr char(25) not null,
+  p_brand char(10) not null,
+  p_type varchar(25) not null,
+  p_size int4 not null,
+  p_container char(10) not null,
+  p_retailprice numeric(12,2) not null,
+  p_comment varchar(23) not null,
+  PRIMARY KEY (P_PARTKEY)
+) distkey(p_partkey) sortkey(p_partkey);
+
+create table partsupp (
+  ps_partkey int8 not null,
+  ps_suppkey int4 not null,
+  ps_availqty int4 not null,
+  ps_supplycost numeric(12,2) not null,
+  ps_comment varchar(199) not null,
+  Primary Key(PS_PARTKEY, PS_SUPPKEY)
+) distkey(ps_partkey) sortkey(ps_partkey);
+
+create table region (
+  r_regionkey int4 not null,
+  r_name char(25) not null ,
+  r_comment varchar(152) not null,
+  Primary Key(R_REGIONKEY)                             
+) distkey(r_regionkey) sortkey(r_regionkey);
+
+create table supplier (
+  s_suppkey int4 not null,
+  s_name char(25) not null,
+  s_address varchar(40) not null,
+  s_nationkey int4 not null,
+  s_phone char(15) not null,
+  s_acctbal numeric(12,2) not null,
+  s_comment varchar(101) not null,
+  Primary Key(S_SUPPKEY)
+) distkey(s_suppkey) sortkey(s_suppkey)
+;
+
+/*
+	To load the sample data, you must provide authentication for your cluster to access Amazon S3 on your behalf.
+	You can provide either role-based authentication or key-based authentication.
+
+	Text files needed to load test data under s3://redshift-downloads/TPC-H/10GB are publicly available.
+	Any valid credentials should have read access.
+
+	The COPY commands include a placeholder for the aws_access_key_id and aws_secret_access_key.
+  User must update the credentials clause below with valid credentials or the command will fail.
+  e.g. (1) aws_iam_role=arn:aws:iam::xxxxxxxxxxx:role/xxxxxxx
+       (2) aws_access_key_id=<USER_ACCESS_KEY_ID> ;aws_secret_access_key=<USER_SECRET_ACCESS_KEY>
+
+	For more information check samples in https://docs.aws.amazon.com/redshift/latest/gsg/rs-gsg-create-sample-db.html
+*/
+
+copy region from 's3://redshift-downloads/TPC-H/10GB/region/' credentials 'aws_access_key_id=<USER_ACCESS_KEY_ID> ;aws_secret_access_key=<USER_SECRET_ACCESS_KEY>' gzip delimiter '|' region 'us-east-1';
+copy nation from 's3://redshift-downloads/TPC-H/10GB/nation/' credentials 'aws_access_key_id=<USER_ACCESS_KEY_ID> ;aws_secret_access_key=<USER_SECRET_ACCESS_KEY>' gzip delimiter '|' region 'us-east-1';
+copy lineitem from 's3://redshift-downloads/TPC-H/10GB/lineitem/' credentials 'aws_access_key_id=<USER_ACCESS_KEY_ID> ;aws_secret_access_key=<USER_SECRET_ACCESS_KEY>' gzip delimiter '|' region 'us-east-1';
+copy orders from 's3://redshift-downloads/TPC-H/10GB/orders/' credentials 'aws_access_key_id=<USER_ACCESS_KEY_ID> ;aws_secret_access_key=<USER_SECRET_ACCESS_KEY>' gzip delimiter '|' region 'us-east-1';
+copy part from 's3://redshift-downloads/TPC-H/10GB/part/' credentials 'aws_access_key_id=<USER_ACCESS_KEY_ID> ;aws_secret_access_key=<USER_SECRET_ACCESS_KEY>' gzip delimiter '|' region 'us-east-1';
+copy supplier from 's3://redshift-downloads/TPC-H/10GB/supplier/' credentials 'aws_access_key_id=<USER_ACCESS_KEY_ID> ;aws_secret_access_key=<USER_SECRET_ACCESS_KEY>' gzip delimiter '|' region 'us-east-1';
+copy partsupp from 's3://redshift-downloads/TPC-H/10GB/partsupp/' credentials 'aws_access_key_id=<USER_ACCESS_KEY_ID> ;aws_secret_access_key=<USER_SECRET_ACCESS_KEY>' gzip delimiter '|' region 'us-east-1';
+copy customer from 's3://redshift-downloads/TPC-H/10GB/customer/' credentials 'aws_access_key_id=<USER_ACCESS_KEY_ID> ;aws_secret_access_key=<USER_SECRET_ACCESS_KEY>' gzip delimiter '|' region 'us-east-1';
diff --git a/scripts/bigquery.sql b/scripts/bigquery.sql
new file mode 100644
index 0000000..9d38911
--- /dev/null
+++ b/scripts/bigquery.sql
@@ -0,0 +1,33 @@
+DROP TABLE IF EXISTS `dataprep-bigquery.dataprep.test_table`;
+
+CREATE TABLE`dataprep-bigquery.dataprep.test_table`(
+    test_int INT64,
+    test_string STRING,
+    test_float FLOAT64,
+    test_bool BOOL,
+);
+
+INSERT INTO `dataprep-bigquery.dataprep.test_table` VALUES (1, 'str1', 1.1, TRUE);
+INSERT INTO `dataprep-bigquery.dataprep.test_table` VALUES (2, 'str2', 2.2, FALSE);
+INSERT INTO `dataprep-bigquery.dataprep.test_table` VALUES (2333, NULL, NULL, TRUE);
+INSERT INTO `dataprep-bigquery.dataprep.test_table` VALUES (4, NULL, -4.44, FALSE);
+INSERT INTO `dataprep-bigquery.dataprep.test_table` VALUES (5, 'str05', NULL, NULL);
+
+
+DROP TABLE IF EXISTS `dataprep-bigquery.dataprep.test_types`;
+
+CREATE TABLE IF NOT EXISTS `dataprep-bigquery.dataprep.test_types`(
+    test_int INTEGER,
+    test_numeric NUMERIC(5, 2),
+    test_bool BOOL,
+    test_date DATE,
+    test_time TIME,
+    test_datetime DATETIME,
+    test_timestamp TIMESTAMP,
+    test_str STRING,
+    test_bytes BYTES,
+);
+
+INSERT INTO `dataprep-bigquery.dataprep.test_types` VALUES (1, 1.23, TRUE, '1937-01-28', '00:00:00', NULL, '1970-01-01 00:00:01.00Z', '😁😂😜', CAST('😁😂😜' AS BYTES));
+INSERT INTO `dataprep-bigquery.dataprep.test_types` VALUES (2, 234.56, NULL, '2053-07-25', '12:59:59', '2053-07-25 12:59:59', NULL, 'こんにちはЗдра́в', CAST('こんにちはЗдра́в' AS BYTES));
+INSERT INTO `dataprep-bigquery.dataprep.test_types` VALUES (NULL, NULL, FALSE, NULL, NULL, '1937-01-28 00:00:00', '2004-2-29 12:00:01.30+3:00', NULL, NULL);
diff --git a/scripts/clickhouse.sql b/scripts/clickhouse.sql
new file mode 100644
index 0000000..80e4b9c
--- /dev/null
+++ b/scripts/clickhouse.sql
@@ -0,0 +1,31 @@
+DROP TABLE IF EXISTS test_table;
+
+CREATE TABLE IF NOT EXISTS test_table(
+    test_int UInt64,
+    test_str String
+) ENGINE = MergeTree()
+PRIMARY KEY test_int;
+
+INSERT INTO test_table VALUES (1, 'abc');
+INSERT INTO test_table VALUES (2, 'defg');
+INSERT INTO test_table VALUES (3, 'hijkl');
+INSERT INTO test_table VALUES (4, 'mnopqr');
+INSERT INTO test_table VALUES (5, 'st');
+INSERT INTO test_table VALUES (6, 'u');
+
+DROP TABLE IF EXISTS test_types;
+
+CREATE TABLE IF NOT EXISTS test_types(
+    test_int Int32,
+    test_float Float64,
+    test_date DATE,
+    test_datetime DATETIME,
+    test_decimal DECIMAL(15,2),
+    test_varchar VARCHAR(15),
+    test_char CHAR(10)
+) ENGINE = MergeTree()
+PRIMARY KEY test_int;
+
+INSERT INTO test_types VALUES (1, 2.3, '1999-07-25', '1999-07-25 23:14:07', 2.22, 'こんにちは', '0123456789');
+INSERT INTO test_types VALUES (2, 3.3, '1979-04-07', '1979-04-07 03:04:37', 3.33, 'Ha好ち😁ðy', 'abcdefghij');
+INSERT INTO test_types VALUES (3, 4.3, '1999-09-22', '1999-07-25 20:21:14', 4.44, 'b', '321');
\ No newline at end of file
diff --git a/scripts/duckdb.sql b/scripts/duckdb.sql
new file mode 100644
index 0000000..52d9da4
--- /dev/null
+++ b/scripts/duckdb.sql
@@ -0,0 +1,30 @@
+DROP TABLE IF EXISTS test_table_duckdb;
+DROP TABLE IF EXISTS test_str_duckdb;
+
+CREATE TABLE IF NOT EXISTS test_table_duckdb(
+    test_int INTEGER NOT NULL,
+    test_nullint INTEGER,
+    test_str TEXT,
+    test_float DOUBLE PRECISION,
+    test_bool BOOLEAN
+);
+INSERT INTO test_table_duckdb VALUES (1, 3, 'str1', NULL, TRUE);
+INSERT INTO test_table_duckdb VALUES (2, NULL, 'str2', 2.2, FALSE);
+INSERT INTO test_table_duckdb VALUES (0, 5, 'a', 3.1, NULL);
+INSERT INTO test_table_duckdb VALUES (3, 7, 'b', 3, FALSE);
+INSERT INTO test_table_duckdb VALUES (4, 9, 'c', 7.8, NULL);
+INSERT INTO test_table_duckdb VALUES (1314, 2, NULL, -10, TRUE);
+CREATE TABLE IF NOT EXISTS test_str_duckdb(
+    id INTEGER NOT NULL,
+    test_language TEXT,
+    test_hello TEXT
+);
+INSERT INTO test_str_duckdb VALUES (0, 'English', 'Hello');
+INSERT INTO test_str_duckdb VALUES (1, '中文', '你好');
+INSERT INTO test_str_duckdb VALUES (2, '日本語', 'こんにちは');
+INSERT INTO test_str_duckdb VALUES (3, 'русский', 'Здра́вствуйте');
+INSERT INTO test_str_duckdb VALUES (4, 'Emoji', '😁😂😜');
+INSERT INTO test_str_duckdb VALUES (5, 'Latin1', '¥§¤®ð');
+INSERT INTO test_str_duckdb VALUES (6, 'Extra', 'y̆');
+INSERT INTO test_str_duckdb VALUES (7, 'Mixed', 'Ha好ち😁ðy̆');
+INSERT INTO test_str_duckdb VALUES (8, '', NULL);
diff --git a/scripts/mem_monitor.sh b/scripts/mem_monitor.sh
new file mode 100755
index 0000000..fc5b659
--- /dev/null
+++ b/scripts/mem_monitor.sh
@@ -0,0 +1,17 @@
+echo "user: $USER"
+pgid=$(ps -o pgid,comm -u $USER | grep just | awk '{print $1}')
+echo "pgid of command: $pgid"
+max=0
+
+for((i=0;i<1000000;i++))
+do
+    ps -o pid,ppid,pgid,comm,rss -u $USER | grep $pgid
+    sum=$(ps -o pid,ppid,pgid,comm,rss -u $USER | grep $pgid | awk '{sum += $NF} END {print sum}')
+    echo "current sum: $sum"
+    if (( sum > max )); then
+        max=$sum
+    fi
+    echo "current max: $max"
+    [ -z $sum ] && exit 0 || echo "continue..."
+    sleep 2
+done
diff --git a/scripts/mssql.sql b/scripts/mssql.sql
new file mode 100644
index 0000000..8dbce28
--- /dev/null
+++ b/scripts/mssql.sql
@@ -0,0 +1,76 @@
+DROP TABLE IF EXISTS test_table;
+
+CREATE TABLE test_table(
+    test_int INTEGER NOT NULL,
+    test_nullint INTEGER,
+    test_str VARCHAR(128),
+    test_float FLOAT(53),
+    test_bool BIT
+);
+
+
+INSERT INTO test_table VALUES (1, 3, 'str1', NULL, 1);
+INSERT INTO test_table VALUES (2, NULL, 'str2', 2.2, 0);
+INSERT INTO test_table VALUES (0, 5, 'a', 3.1, NULL);
+INSERT INTO test_table VALUES (3, 7, 'b', 3, 0);
+INSERT INTO test_table VALUES (4, 9, 'c', 7.8, NULL);
+INSERT INTO test_table VALUES (1314, 2, NULL, -10, 1);
+
+DROP TABLE IF EXISTS test_str;
+CREATE TABLE test_str(
+    id INTEGER NOT NULL,
+    test_language NVARCHAR(max),
+    test_hello NVARCHAR(max),
+);
+
+INSERT INTO test_str VALUES (0, N'English', N'Hello');
+INSERT INTO test_str VALUES (1, N'中文', N'你好');
+INSERT INTO test_str VALUES (2, N'日本語', N'こんにちは');
+INSERT INTO test_str VALUES (3, N'русский', N'Здра́вствуйте');
+INSERT INTO test_str VALUES (4, N'Emoji', N'😁😂😜');
+INSERT INTO test_str VALUES (5, N'Latin1', N'¥§¤®ð');
+INSERT INTO test_str VALUES (6, N'Extra', N'y̆');
+INSERT INTO test_str VALUES (7, N'Mixed', N'Ha好ち😁ðy̆');
+INSERT INTO test_str VALUES (8, N'', NULL);
+
+
+DROP TABLE IF EXISTS test_types;
+
+CREATE TABLE test_types(
+    test_int1 TINYINT,
+​    test_int2 SMALLINT,
+​    test_int4 INT,
+​    test_int8 BIGINT,
+​    test_float24 REAL,
+​    test_float53 DOUBLE PRECISION,
+​    test_floatn FLOAT(18),
+    test_date DATE,
+    test_time TIME,
+    test_datetime DATETIMEOFFSET,
+    test_smalldatetime SMALLDATETIME,
+​    test_naivedatetime DATETIME,
+​    test_naivedatetime2 DATETIME2,
+    test_new_decimal NUMERIC(5, 2),
+    test_decimal DECIMAL,
+    test_varchar VARCHAR(15),
+    test_char CHAR(10),
+    test_varbinary VARBINARY(10),
+    test_binary BINARY(5),
+    test_nchar NCHAR(4),
+    test_text TEXT,
+    test_ntext NTEXT,
+    test_uuid UNIQUEIDENTIFIER,
+    test_money MONEY,
+    test_smallmoney SMALLMONEY
+);
+
+INSERT INTO test_types VALUES (0, -32768, -2147483648, -9223372036854775808, NULL, NULL, NULL, '1999-07-25', '00:00:00', NULL, '1990-01-01 10:00:00', '1753-01-01 12:00:00', '1900-01-01 12:00:00.12345', 1.1, 1, NULL, NULL, NULL, NULL, '1234', 'text', 'ntext', '86b494cc-96b2-11eb-9298-3e22fbb9fe9d', NULL, NULL);
+INSERT INTO test_types VALUES (255, 32767, 2147483647, 9223372036854775807, -1.18E-38, -2.23E-308, 0, NULL, '23:59:59', '2020-12-31 23:59:59 +00:00', NULL, '2038-12-31 01:00:00', NULl, 2.2, 2, 'varchar2', 'char2', CONVERT(VARBINARY(10), '1234'), CONVERT(BINARY(5), '12'), NULL, 't', 'nt', NULL, 922337203685477.5807, 214748.3647);
+INSERT INTO test_types VALUES (NULL, NULL, NULL, NULL, 3.40E+38, 1.79E+308, 123.1234567, '2021-01-28', NULL, '2021-01-28 12:30:30 +01:00', '2079-06-05 23:00:00', NULL, '2027-03-18 14:30:30.54321', NULL, NULL, 'varchar3', 'char3', CONVERT(VARBINARY(10), ''), CONVERT(BINARY(5), ''), '12', NULL, NULL, '86b49b84-96b2-11eb-9298-3e22fbb9fe9d', -922337203685477.5808, -214748.3648);
+
+CREATE FUNCTION increment(@val int)  
+RETURNS int   
+AS   
+BEGIN  
+    RETURN @val + 1;  
+END;
\ No newline at end of file
diff --git a/scripts/mysql.sql b/scripts/mysql.sql
new file mode 100644
index 0000000..7906415
--- /dev/null
+++ b/scripts/mysql.sql
@@ -0,0 +1,69 @@
+show variables like 'char%';
+
+DROP TABLE IF EXISTS test_table;
+
+CREATE TABLE IF NOT EXISTS test_table(
+    test_int INTEGER,
+    test_float DOUBLE,
+    test_enum ENUM('even', 'odd'),
+    test_null INTEGER
+);
+
+INSERT INTO test_table VALUES (1, 1.1, 'odd', NULL);
+INSERT INTO test_table VALUES (2, 2.2,'even',  NULL);
+INSERT INTO test_table VALUES (3, 3.3, 'odd', NULL);
+INSERT INTO test_table VALUES (4, 4.4, 'even', NULL);
+INSERT INTO test_table VALUES (5, 5.5, 'odd', NULL);
+INSERT INTO test_table VALUES (6, 6.6, 'even', NULL);
+
+
+DROP TABLE IF EXISTS test_table_extra;
+
+CREATE TABLE IF NOT EXISTS test_table_extra(
+    test_int INTEGER,
+    test_str VARCHAR(30)
+);
+
+INSERT INTO test_table_extra VALUES (1, 'Ha好ち😁ðy̆');
+INSERT INTO test_table_extra VALUES (2, 'こんにちは');
+INSERT INTO test_table_extra VALUES (3, 'русский');
+
+DROP TABLE IF EXISTS test_types;
+
+CREATE TABLE IF NOT EXISTS test_types(
+    test_timestamp TIMESTAMP NULL,
+    test_date DATE,
+    test_time TIME,
+    test_datetime DATETIME,
+    test_new_decimal DECIMAL(15,2),
+    test_decimal DECIMAL,
+    test_varchar VARCHAR(15),
+    test_char CHAR(10),
+    test_tiny TINYINT,
+    test_short SMALLINT,
+    test_int24 MEDIUMINT,
+    test_long INT,
+    test_longlong BIGINT,
+    test_tiny_unsigned TINYINT UNSIGNED,
+    test_short_unsigned SMALLINT UNSIGNED,
+    test_int24_unsigned MEDIUMINT UNSIGNED,
+    test_long_unsigned INT UNSIGNED,
+    test_longlong_unsigned BIGINT UNSIGNED,
+    test_long_notnull INT NOT NULL,
+    test_short_unsigned_notnull SMALLINT UNSIGNED NOT NULL,
+    test_float FLOAT,
+    test_double DOUBLE,
+    test_double_notnull DOUBLE NOT NULL,
+    test_year YEAR,
+    test_tinyblob TINYBLOB,
+    test_blob BLOB,
+    test_mediumblob MEDIUMBLOB,
+    test_longblob LONGBLOB,
+    test_enum ENUM('apple', 'banana', 'orange', 'mango'),
+    test_json JSON,
+    test_mediumtext MEDIUMTEXT
+);
+
+INSERT INTO test_types VALUES ('1970-01-01 00:00:01', NULL, '00:00:00', '1970-01-01 00:00:01', 1.1, 1, NULL, 'char1', -128, -32768, -8388608, -2147483648, -9223372036854775808, NULL, NULL, NULL, NULL, NULL, 1, 1, NULL, -2.2E-308, 1.2345, 1901, NULL, NULL, NULL, NULL, 'apple', '{"name": "piggy", "age": 1}', NULL);
+INSERT INTO test_types VALUES ('2038-01-19 00:00:00', '1970-01-01', NULL, '2038-01-19 00:0:00', NULL, 2, 'varchar2', NULL, 127, 32767, 8388607, 2147483647, 9223372036854775807, 255, 65535, 16777215, 4294967295, 1.844674407E19, 2147483647, 65535, -1.1E-38, NULL, -1.1E-3, 2155, 'tinyblob2', 'blobblobblobblob2', 'mediumblob2', 'longblob2', NULL, '{"name": "kitty", "age": 2}', '');
+INSERT INTO test_types VALUES (NULL, '2038-01-19', '23:59:59', NULL, 3.3, NULL, 'varchar3', 'char3', NULL, NULL, NULL, NULL, NULL, 0, 0, 0, 0, 0, -2147483648, 0, 3.4E38, 1.7E308, 1.7E30, NULL, 'tinyblob3', 'blobblobblobblob3', 'mediumblob3', 'longblob3', 'mango', NULL, 'medium text!!!!');
\ No newline at end of file
diff --git a/scripts/oracle.sql b/scripts/oracle.sql
new file mode 100644
index 0000000..e70766e
--- /dev/null
+++ b/scripts/oracle.sql
@@ -0,0 +1,52 @@
+DROP TABLE test_table;
+DROP TABLE test_types;
+DROP TABLE test_issue;
+
+CREATE TABLE test_table(
+    test_int NUMBER(7),
+    test_char CHAR(5),
+    test_float FLOAT(53)
+);
+
+INSERT INTO test_table VALUES (1, 'str1', 1.1);
+INSERT INTO test_table VALUES (2, 'str2', 2.2);
+INSERT INTO test_table VALUES (2333, NULL, NULL);
+INSERT INTO test_table VALUES (4, NULL, -4.44);
+INSERT INTO test_table VALUES (5, 'str05', NULL);
+
+CREATE TABLE test_issue(
+    v BINARY_FLOAT
+);
+
+INSERT INTO test_issue VALUES (1.111);
+INSERT INTO test_issue VALUES (2.222);
+INSERT INTO test_issue VALUES (3.333);
+INSERT INTO test_issue VALUES (NULL);
+
+
+CREATE TABLE test_types(
+    test_num_int NUMBER(8),
+    test_int INTEGER,
+    test_num_float NUMBER(10,1),
+    test_float FLOAT(38),
+    test_binary_float BINARY_FLOAT,
+    test_binary_double BINARY_DOUBLE,
+    test_char CHAR(5),
+    test_varchar VARCHAR2(10),
+    test_nchar NCHAR(6),
+    test_nvarchar NVARCHAR2(20),
+    test_date DATE,
+    test_timestamp TIMESTAMP,
+    test_timestamptz TIMESTAMP WITH TIME ZONE,
+    test_clob CLOB,
+    test_blob BLOB
+);
+
+
+INSERT INTO test_types VALUES (1, -10, 2.3, 2.34, -3.456, 9999.99991, 'char1', 'varchar1', 'y123', 'aK>?KJ@#$%', TO_DATE('2019-05-21', 'YYYY-MM-DD'), TO_TIMESTAMP('2019-05-21 01:02:33', 'YYYY-MM-DD HH24:MI:SS'), TO_TIMESTAMP_TZ('1999-12-01 11:00:00 -8:00',
+   'YYYY-MM-DD HH:MI:SS TZH:TZM'), '13ab', '39af');
+INSERT INTO test_types VALUES (5, 22, -0.1, 123.455, 3.1415926535, -111111.2345, 'char2', 'varchar222', 'aab123', ')>KDS)(F*&%J', TO_DATE('2020-05-21', 'YYYY-MM-DD'), TO_TIMESTAMP('2020-05-21 01:02:33', 'YYYY-MM-DD HH24:MI:SS'), TO_TIMESTAMP_TZ('1899-12-01 11:00:00 +1:00',
+   'YYYY-MM-DD HH:MI:SS TZH:TZM'), '13ab', '39af');
+INSERT INTO test_types VALUES (5, 22, -0.1, 123.455, 3.1415926535, -111111.2345, 'char2', 'varchar222', 'aab123', ')>KDS)(F*&%J', TO_DATE('2020-05-21', 'YYYY-MM-DD'), TO_TIMESTAMP('2020-05-21 01:02:33', 'YYYY-MM-DD HH24:MI:SS'), TO_TIMESTAMP_TZ('1899-12-01 11:00:00 +1:00',
+   'YYYY-MM-DD HH:MI:SS TZH:TZM'), '13ab', '39af');
+INSERT INTO test_types VALUES (NULL, 100, NULL, NULL, NULL, NULL, NULL, NULL, NULL, NULL, NULL, NULL, NULL, NULL, NULL);
diff --git a/scripts/postgres.sql b/scripts/postgres.sql
new file mode 100644
index 0000000..559f222
--- /dev/null
+++ b/scripts/postgres.sql
@@ -0,0 +1,85 @@
+DROP TABLE IF EXISTS test_table;
+DROP TABLE IF EXISTS test_str;
+DROP TABLE IF EXISTS test_types;
+DROP TYPE IF EXISTS happiness;
+DROP EXTENSION IF EXISTS citext;
+DROP EXTENSION IF EXISTS ltree;
+
+CREATE TABLE IF NOT EXISTS test_table(
+    test_int INTEGER NOT NULL,
+    test_nullint INTEGER,
+    test_str TEXT,
+    test_float DOUBLE PRECISION,
+    test_bool BOOLEAN
+);
+
+INSERT INTO test_table VALUES (1, 3, 'str1', NULL, TRUE);
+INSERT INTO test_table VALUES (2, NULL, 'str2', 2.2, FALSE);
+INSERT INTO test_table VALUES (0, 5, 'a', 3.1, NULL);
+INSERT INTO test_table VALUES (3, 7, 'b', 3, FALSE);
+INSERT INTO test_table VALUES (4, 9, 'c', 7.8, NULL);
+INSERT INTO test_table VALUES (1314, 2, NULL, -10, TRUE);
+
+CREATE TABLE IF NOT EXISTS test_str(
+    id INTEGER NOT NULL,
+    test_language TEXT,
+    test_hello TEXT
+);
+
+INSERT INTO test_str VALUES (0, 'English', 'Hello');
+INSERT INTO test_str VALUES (1, '中文', '你好');
+INSERT INTO test_str VALUES (2, '日本語', 'こんにちは');
+INSERT INTO test_str VALUES (3, 'русский', 'Здра́вствуйте');
+INSERT INTO test_str VALUES (4, 'Emoji', '😁😂😜');
+INSERT INTO test_str VALUES (5, 'Latin1', '¥§¤®ð');
+INSERT INTO test_str VALUES (6, 'Extra', 'y̆');
+INSERT INTO test_str VALUES (7, 'Mixed', 'Ha好ち😁ðy̆');
+INSERT INTO test_str VALUES (8, '', NULL);
+
+CREATE TYPE happiness AS ENUM ('happy', 'very happy', 'ecstatic');
+CREATE EXTENSION citext;
+CREATE EXTENSION ltree;
+CREATE TABLE IF NOT EXISTS test_types(
+    test_date DATE,
+    test_timestamp TIMESTAMP,
+    test_timestamptz TIMESTAMPTZ,
+    test_int16 SMALLINT,
+    test_int64 BIGINT,
+    test_float32 REAL,
+    test_numeric NUMERIC(5,2),
+    test_bpchar BPCHAR(5),
+    test_char CHAR,
+    test_varchar VARCHAR(10),
+    test_uuid UUID,
+    test_time TIME,
+    test_interval INTERVAL,
+    test_json JSON,
+    test_jsonb JSONB,
+    test_bytea BYTEA,
+    test_enum happiness,
+    test_f4array REAL[],
+    test_f8array DOUBLE PRECISION[],
+    test_narray NUMERIC(5,2)[],
+    test_boolarray BOOLEAN[],
+    test_i2array SMALLINT[],
+    test_i4array Integer[],
+    test_i8array BIGINT[],
+    test_citext CITEXT,
+    test_ltree ltree,
+    test_lquery lquery,
+    test_ltxtquery ltxtquery,
+    test_varchararray VARCHAR[],
+    test_textarray TEXT[],
+    test_name NAME
+);
+
+INSERT INTO test_types VALUES ('1970-01-01', '1970-01-01 00:00:01', '1970-01-01 00:00:01-00', 0, -9223372036854775808, NULL, NULL, 'a', 'a', NULL, '86b494cc-96b2-11eb-9298-3e22fbb9fe9d', '08:12:40', '1 year 2 months 3 days', '{"customer": "John Doe", "items": {"product": "Beer","qty": 6}}', '{"product": "Beer","qty": 6}', NULL, 'happy','{}', '{}', '{}', '{true, false}', '{-1, 0, 1}', '{-1, 0, 1123}', '{-9223372036854775808, 9223372036854775807}', 'str_citext', 'A.B.C.D', '*.B.*', 'A & B*',ARRAY['str1','str2'],ARRAY['text1','text2'],'0');
+INSERT INTO test_types VALUES ('2000-02-28', '2000-02-28 12:00:10', '2000-02-28 12:00:10-04', 1, 0, 3.1415926535, 521.34, 'bb', 'b', 'bb', '86b49b84-96b2-11eb-9298-3e22fbb9fe9d', NULL, '2 weeks ago', '{"customer": "Lily Bush", "items": {"product": "Diaper","qty": 24}}', '{"product": "Diaper","qty": 24}', 'Здра́вствуйте', 'very happy', NULL, NULL, NULL, '{}', '{}', '{}', '{}', '', 'A.B.E', 'A.*', 'A | B','{"0123456789","abcdefghijklmnopqrstuvwxyz","!@#$%^&*()_-+=~`:;<>?/"}','{"0123456789","abcdefghijklmnopqrstuvwxyz","!@#$%^&*()_-+=~`:;<>?/"}','21');
+INSERT INTO test_types VALUES ('2038-01-18', '2038-01-18 23:59:59', '2038-01-18 23:59:59+08', 2, 9223372036854775807, 2.71, '1e-130', 'ccc', NULL, 'c', '86b49c42-96b2-11eb-9298-3e22fbb9fe9d', '23:00:10', '3 months 2 days ago', '{"customer": "Josh William", "items": {"product": "Toy Car","qty": 1}}', '{"product": "Toy Car","qty": 1}', '', 'ecstatic', '{123.123}', '{-1e-307, 1e308}', '{521.34}', '{true}', '{-32768, 32767}', '{-2147483648, 2147483647}', '{0}', 's', 'A', '*', 'A@',ARRAY['','  '],ARRAY['','  '],'someName');
+INSERT INTO test_types VALUES (NULL, NULL, NULL, 3, NULL, 0.00, -1e-37, NULL, 'd', 'defghijklm', NULL, '18:30:00', '3 year', NULL, NULL, '😜', NULL, '{-1e-37, 1e37}', '{0.000234, -12.987654321}', '{0.12, 333.33, 22.22}', NULL, NULL, NULL, NULL, NULL, NULL, NULL, NULL,'{}','{}','101203203-1212323-22131235');
+
+CREATE OR REPLACE FUNCTION increment(i integer) RETURNS integer AS $$
+    BEGIN
+        RETURN i + 1;
+    END;
+$$ LANGUAGE plpgsql;
diff --git a/scripts/python-helper.py b/scripts/python-helper.py
new file mode 100644
index 0000000..945530f
--- /dev/null
+++ b/scripts/python-helper.py
@@ -0,0 +1,87 @@
+"""
+Usage:
+  python-helper.py (copy-extension|rename-wheel)
+
+Options:
+  -h --help     Show this screen.
+  --version     Show version.
+"""
+import platform
+import sys
+import sysconfig
+from shutil import copyfile
+from pathlib import Path
+import os
+from docopt import docopt
+
+# copied from the maturin project
+METADATA = {
+    "major": sys.version_info.major,
+    "minor": sys.version_info.minor,
+    "abiflags": sysconfig.get_config_var("ABIFLAGS"),
+    "interpreter": platform.python_implementation().lower(),
+    "ext_suffix": sysconfig.get_config_var("EXT_SUFFIX"),
+    "abi_tag": (sysconfig.get_config_var("SOABI") or "-").split("-")[1] or None,
+    "m": sysconfig.get_config_var("WITH_PYMALLOC") == 1,
+    "u": sysconfig.get_config_var("Py_UNICODE_SIZE") == 4,
+    "d": sysconfig.get_config_var("Py_DEBUG") == 1,
+    # This one isn't technically necessary, but still very useful for sanity checks
+    "platform": platform.system().lower(),
+    # We need this one for windows abi3 builds
+    "base_prefix": sys.base_prefix,
+}
+
+
+
+def main() -> None:
+    args = docopt(__doc__)
+    if args["copy-extension"]:
+        if METADATA["platform"] == "windows":
+            suffix = ".dll"
+            src = Path("./target/release/connectorx")
+        elif METADATA["platform"] == "linux":
+            suffix = ".so"
+            src = Path("./target/release/libconnectorx")
+        elif METADATA["platform"] == "darwin":
+            suffix = ".dylib"
+            src = Path("./target/release/libconnectorx")
+        else:
+            raise NotImplementedError(f"platform '{METADATA['platform']}' not supported")
+
+        dst = Path("./connectorx/connectorx")
+        copyfile(src.with_suffix(suffix), dst.with_suffix(METADATA["ext_suffix"]))
+    elif args["rename-wheel"]:
+        pyver = f"{METADATA['major']}{METADATA['minor']}"
+
+        if METADATA["platform"] == "windows":
+            arch = "win_amd64"
+            # abitag = METADATA["abi_tag"] # this does not work on windows
+            if pyver == "37":
+                abitag = "37m"
+            else:
+                abitag = pyver
+        elif METADATA["platform"] == "linux":
+            arch = "manylinux_2_28_x86_64"
+            abitag = METADATA["abi_tag"]
+        elif METADATA["platform"] == "darwin":
+            arch = "macosx_10_15_intel"
+            abitag = METADATA["abi_tag"]
+        else:
+            raise NotImplementedError(f"platform '{platform}' not supported")
+
+        for p in Path("./dist").iterdir():
+            if p.suffix == ".whl":
+                pkgname, version, *rest = p.stem.split("-")
+                break
+
+
+        os.rename(
+            p,
+            f"./dist/{pkgname}-{version}-cp{pyver}-cp{abitag}-{arch}.whl",
+        )
+    else:
+        raise ValueError(f"args not understand {args}")
+
+if __name__ == "__main__":
+    main()
+    
diff --git a/scripts/redshift.sql b/scripts/redshift.sql
new file mode 100644
index 0000000..5c1ab2a
--- /dev/null
+++ b/scripts/redshift.sql
@@ -0,0 +1,45 @@
+DROP TABLE IF EXISTS test_table;
+DROP TABLE IF EXISTS test_str;
+DROP TABLE IF EXISTS test_types;
+
+CREATE TABLE IF NOT EXISTS test_table(
+    test_int INTEGER NOT NULL,
+    test_nullint INTEGER,
+    test_str TEXT,
+    test_float DOUBLE PRECISION,
+    test_bool BOOLEAN
+);
+
+INSERT INTO test_table VALUES (1, 3, 'str1', NULL, TRUE);
+INSERT INTO test_table VALUES (2, NULL, 'str2', 2.2, FALSE);
+INSERT INTO test_table VALUES (0, 5, 'a', 3.1, NULL);
+INSERT INTO test_table VALUES (3, 7, 'b', 3, FALSE);
+INSERT INTO test_table VALUES (4, 9, 'c', 7.8, NULL);
+INSERT INTO test_table VALUES (1314, 2, NULL, -10, TRUE);
+
+CREATE TABLE IF NOT EXISTS test_str(
+    id INTEGER NOT NULL,
+    test_language TEXT,
+    test_hello TEXT
+);
+
+INSERT INTO test_str VALUES (0, 'English', 'Hello');
+INSERT INTO test_str VALUES (1, '中文', '你好');
+INSERT INTO test_str VALUES (2, '日本語', 'こんにちは');
+INSERT INTO test_str VALUES (3, 'русский', 'Здра́вствуйте');
+INSERT INTO test_str VALUES (4, 'Emoji', '😁😂😜');
+INSERT INTO test_str VALUES (5, 'Latin1', '¥§¤®ð');
+INSERT INTO test_str VALUES (6, 'Extra', 'y̆');
+INSERT INTO test_str VALUES (7, 'Mixed', 'Ha好ち😁ðy̆');
+
+CREATE TABLE IF NOT EXISTS test_types(
+    test_int16 SMALLINT,
+    test_char CHAR,
+    test_time TIME,
+    test_datetime DATETIME 
+);
+
+INSERT INTO test_types VALUES (0, 'a', '08:12:40', '2007-01-01 10:00:19');
+INSERT INTO test_types VALUES (1, 'b', '10:03:00', '2005-01-01 22:03:00');
+INSERT INTO test_types VALUES (2, 'c', '23:00:10', NULL);
+INSERT INTO test_types VALUES (3, 'd', '18:30:00', '1987-01-01 11:00:00');
diff --git a/scripts/sqlite.sql b/scripts/sqlite.sql
new file mode 100644
index 0000000..d115430
--- /dev/null
+++ b/scripts/sqlite.sql
@@ -0,0 +1,19 @@
+DROP TABLE IF EXISTS test_table;
+
+CREATE TABLE IF NOT EXISTS test_table(
+    test_int INTEGER NOT NULL,
+    test_nullint INTEGER,
+    test_str TEXT,
+    test_float REAL,
+    test_bool BOOLEAN,
+    test_date DATE,
+    test_time TIME,
+    test_datetime DATETIME
+);
+
+INSERT INTO test_table VALUES (1, 3, 'str1', NULL, True, '1996-03-13', '08:12:40', '2007-01-01 10:00:19');
+INSERT INTO test_table VALUES (2, NULL, 'str2', 2.2, False, '1996-01-30', '10:03:00', '2005-01-01 22:03:00');
+INSERT INTO test_table VALUES (0, 5, 'こんにちは', 3.1, NULL, '1996-02-28', '23:00:10', NULL);
+INSERT INTO test_table VALUES (3, 7, 'b', 3, False, '2020-01-12', '23:00:10', '1987-01-01 11:00:00');
+INSERT INTO test_table VALUES (4, 9, 'Ha好ち😁ðy̆', 7.8, NULL, '1996-04-20', '18:30:00', NULL);
+INSERT INTO test_table VALUES (1314, 2, NULL, -10, True, NULL, '18:30:00', '2007-10-01 10:32:00');
\ No newline at end of file