Use custom definitions for algorithms #597
Workflow file for this run
This file contains bidirectional Unicode text that may be interpreted or compiled differently than what appears below. To review, open the file in an editor that reveals hidden Unicode characters.
Learn more about bidirectional Unicode characters
| name: ANN benchmarks | |
| on: | |
| push: | |
| branches: | |
| - main | |
| pull_request: | |
| workflow_dispatch: | |
| # Cancel the workflow for the previous commit when the new commit is pushed. | |
| concurrency: | |
| group: ${{ github.workflow }}-${{ github.ref }} | |
| cancel-in-progress: True | |
| jobs: | |
| unit-tests: | |
| runs-on: ubuntu-22.04 | |
| steps: | |
| - uses: actions/checkout@v3 # Pull the repository | |
| - run: sudo apt-get update && sudo apt-get install -y libhdf5-dev python3-numpy python3-scipy python3-matplotlib python3-sklearn | |
| - run: pip3 install --quiet -r requirements.txt | |
| - run: pytest | |
| run-benchmarks: | |
| runs-on: ubuntu-22.04 | |
| timeout-minutes: 30 | |
| strategy: | |
| fail-fast: false | |
| matrix: | |
| dataset: [random-xs-20-angular] | |
| library: | |
| - annoy | |
| - balltree | |
| - bruteforce | |
| - ckdtree | |
| - descartes | |
| - diskann | |
| - dolphinnpy | |
| - elasticsearch | |
| - elastiknn | |
| - faiss | |
| - flann | |
| - glass | |
| - hnswlib | |
| - kdtree | |
| - luceneknn | |
| - milvus | |
| - mrpt | |
| - nndescent | |
| - n2 | |
| - nmslib | |
| - onng_ngt | |
| - opensearchknn | |
| - panng_ngt | |
| - pg_embedding | |
| - pgvector | |
| - pgvecto_rs | |
| - pynndescent | |
| - redisearch | |
| - qdrant | |
| - qg_ngt | |
| - qsg_ngt | |
| - scann | |
| - sptag | |
| - tinyknn | |
| - vald | |
| - vearch | |
| - vespa | |
| - voyager | |
| - weaviate | |
| include: | |
| - library: pynndescent | |
| dataset: random-xs-16-hamming | |
| - library: datasketch | |
| dataset: random-s-jaccard | |
| - library: pynndescent | |
| dataset: random-s-jaccard | |
| name: ${{ matrix.library }} (${{ matrix.dataset }}) | |
| env: | |
| LIBRARY: ${{ matrix.library }} | |
| DATASET: ${{ matrix.dataset }} | |
| steps: | |
| - uses: actions/checkout@v3 # Pull the repository | |
| - name: Install OS Dependencies | |
| run: sudo apt-get update && sudo apt-get install -y libhdf5-dev python3-numpy python3-scipy python3-matplotlib python3-sklearn | |
| - name: Install Project Dependencies | |
| run: pip3 install --quiet -r requirements.txt | |
| - name: Build Library Docker Image | |
| run: python3 install.py | |
| - name: Run the benchmark | |
| run: | | |
| python3 run.py --docker-tag ann-benchmarks-${LIBRARY} --max-n-algorithms 3 --runs 2 --dataset $DATASET --run-disabled --timeout 300 | |
| python3 run.py --docker-tag ann-benchmarks-${LIBRARY} --max-n-algorithms 3 --runs 2 --dataset $DATASET --run-disabled --batch --timeout 300 | |
| sudo chmod -R 777 results/ | |
| python3 plot.py --dataset $DATASET --output plot.png | |
| python3 plot.py --dataset $DATASET --output plot-batch.png --batch | |
| python3 data_export.py --out test.csv | |
| python3 create_website.py --outputdir . --scatter --latex |