Merge pull request #272 from jtigani/main

Add MotherDuck-enabled pg_duckdb results.

pg_duckdb-motherduck/benchmark.sh

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+#!/bin/bash
+
+set -e
+
+# Setup on Ubuntu (your package manager may vary):
+# sudo snap install docker
+# sudo apt install postgresql-client-common
+# sudo apt install postgresql-client-16
+
+# Note: To get equivalent performance you should be running from
+# AWS US-EAST-1 region or as close to there as possible. Otherwise
+# you'll see additional latency.
+
+# Sign up for MotherDuck. 
+# Go to the web ui and obtain a token
+# https://motherduck.com/docs/key-tasks/authenticating-and-connecting-to-motherduck/authenticating-to-motherduck/
+# Save the token as the MOTHERDUCK_TOKEN environment variable:
+# export MOTHERDUCK_TOKEN=...
+# create a database called pgclick in the motherduck UI or duckdb cli
+# `CREATE DATABASE pgclick`
+
+if [ -z "${MOTHERDUCK_TOKEN}" ]; then
+    echo "Error: MOTHERDUCK_TOKEN is not set."
+    exit 1
+fi
+
+sudo docker run -d --name pgduck --network=host -e POSTGRES_PASSWORD=duckdb -e MOTHERDUCK_TOKEN=${MOTHERDUCK_TOKEN} pgduckdb/pgduckdb:16-main -c duckdb.motherduck_enabled=true
+
+# Give postgres time to start running
+sleep 10 
+
+./load.sh 2>&1 | tee load_log.txt
+
+./run.sh 2>&1 | tee log.txt
+
+# Go to https://app.motherduck.com and execute:
+# `SELECT database_size FROM pragma_database_size() WHERE database_name = 'pgclick'`
+# 25 GB
+
+cat log.txt | grep -oP 'Time: \d+\.\d+ ms' | sed -r -e 's/Time: ([0-9]+\.[0-9]+) ms/\1/' |
+    awk '{ if (i % 3 == 0) { printf "[" }; printf $1 / 1000; if (i % 3 != 2) { printf "," } else { print "]," }; ++i; }'
+

pg_duckdb-motherduck/create.sql

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+create or replace view hits_view as
+select WatchID, JavaEnable, Title, GoodEvent, 'epoch'::timestamp + (EventTime || 'second')::interval EventTime, 'epoch'::timestamp + (EventDate || 'day')::interval EventDate, CounterID, ClientIP, RegionID, UserID, CounterClass, OS, UserAgent, URL, Referer, IsRefresh, RefererCategoryID, RefererRegionID, URLCategoryID, URLRegionID, ResolutionWidth, ResolutionHeight, ResolutionDepth, FlashMajor, FlashMinor, FlashMinor2, NetMajor, NetMinor, UserAgentMajor, UserAgentMinor, CookieEnable, JavascriptEnable, IsMobile, MobilePhone, MobilePhoneModel, Params, IPNetworkID, TraficSourceID, SearchEngineID, SearchPhrase, AdvEngineID, IsArtifical, WindowClientWidth, WindowClientHeight, ClientTimeZone, 'epoch'::timestamp + (ClientEventTime || 'second')::interval ClientEventTime, SilverlightVersion1, SilverlightVersion2, SilverlightVersion3, SilverlightVersion4, PageCharset, CodeVersion, IsLink, IsDownload, IsNotBounce, FUniqID, OriginalURL, HID, IsOldCounter, IsEvent, IsParameter, DontCountHits, WithHash, HitColor, 'epoch'::timestamp + (LocalEventTime || 'second')::interval LocalEventTime, Age, Sex, Income, Interests, Robotness, RemoteIP, WindowName, OpenerName, HistoryLength, BrowserLanguage, BrowserCountry, SocialNetwork, SocialAction, HTTPError, SendTiming, DNSTiming, ConnectTiming, ResponseStartTiming, ResponseEndTiming, FetchTiming, SocialSourceNetworkID, SocialSourcePage, ParamPrice, ParamOrderID, ParamCurrency, ParamCurrencyID, OpenstatServiceName, OpenstatCampaignID, OpenstatAdID, OpenstatSourceID, UTMSource, UTMMedium, UTMCampaign, UTMContent, UTMTerm, FromTag, HasGCLID, RefererHash, URLHash, CLID
+from read_parquet('REPLACE_PARQUET_FILE') as (WatchID BIGINT, JavaEnable SMALLINT, Title VARCHAR, GoodEvent SMALLINT, EventTime BIGINT, EventDate int, CounterID INTEGER, ClientIP INTEGER, RegionID INTEGER, UserID BIGINT, CounterClass SMALLINT, OS SMALLINT, UserAgent SMALLINT, URL VARCHAR, Referer VARCHAR, IsRefresh SMALLINT, RefererCategoryID SMALLINT, RefererRegionID INTEGER, URLCategoryID SMALLINT, URLRegionID INTEGER, ResolutionWidth SMALLINT, ResolutionHeight SMALLINT, ResolutionDepth SMALLINT, FlashMajor SMALLINT, FlashMinor SMALLINT, FlashMinor2 VARCHAR, NetMajor SMALLINT, NetMinor SMALLINT, UserAgentMajor SMALLINT, UserAgentMinor VARCHAR, CookieEnable SMALLINT, JavascriptEnable SMALLINT, IsMobile SMALLINT, MobilePhone SMALLINT, MobilePhoneModel VARCHAR, Params VARCHAR, IPNetworkID INTEGER, TraficSourceID SMALLINT, SearchEngineID SMALLINT, SearchPhrase VARCHAR, AdvEngineID SMALLINT, IsArtifical SMALLINT, WindowClientWidth SMALLINT, WindowClientHeight SMALLINT, ClientTimeZone SMALLINT, ClientEventTime BIGINT, SilverlightVersion1 SMALLINT, SilverlightVersion2 SMALLINT, SilverlightVersion3 INTEGER, SilverlightVersion4 SMALLINT, PageCharset VARCHAR, CodeVersion INTEGER, IsLink SMALLINT, IsDownload SMALLINT, IsNotBounce SMALLINT, FUniqID BIGINT, OriginalURL VARCHAR, HID INTEGER, IsOldCounter SMALLINT, IsEvent SMALLINT, IsParameter SMALLINT, DontCountHits SMALLINT, WithHash SMALLINT, HitColor VARCHAR, LocalEventTime BIGINT, Age SMALLINT, Sex SMALLINT, Income SMALLINT, Interests SMALLINT, Robotness SMALLINT, RemoteIP INTEGER, WindowName INTEGER, OpenerName INTEGER, HistoryLength SMALLINT, BrowserLanguage VARCHAR, BrowserCountry VARCHAR, SocialNetwork VARCHAR, SocialAction VARCHAR, HTTPError SMALLINT, SendTiming INTEGER, DNSTiming INTEGER, ConnectTiming INTEGER, ResponseStartTiming INTEGER, ResponseEndTiming INTEGER, FetchTiming INTEGER, SocialSourceNetworkID SMALLINT, SocialSourcePage VARCHAR, ParamPrice BIGINT, ParamOrderID VARCHAR, ParamCurrency VARCHAR, ParamCurrencyID SMALLINT, OpenstatServiceName VARCHAR, OpenstatCampaignID VARCHAR, OpenstatAdID VARCHAR, OpenstatSourceID VARCHAR, UTMSource VARCHAR, UTMMedium VARCHAR, UTMCampaign VARCHAR, UTMContent VARCHAR, UTMTerm VARCHAR, FromTag VARCHAR, HasGCLID SMALLINT, RefererHash BIGINT, URLHash BIGINT, CLID INTEGER);
+CREATE table REPLACE_SCHEMA.hits USING DUCKDB AS SELECT * FROM hits_view;

pg_duckdb-motherduck/load.sh

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+#!/bin/bash
+
+CONNECTION=postgres://postgres:duckdb@localhost:5432/postgres
+PSQL=psql
+
+DATABASE='ddb$pgclick'
+PARQUET_FILE='https:\/\/datasets.clickhouse.com\/hits_compatible\/hits.parquet'
+
+echo "Loading data"
+(
+	echo "\timing"
+	cat create.sql | 
+		sed -e "s/REPLACE_SCHEMA/$DATABASE/g" -e "s/REPLACE_PARQUET_FILE/$PARQUET_FILE/g" 
+) | $PSQL $CONNECTION | grep 'Time'
+

pg_duckdb-motherduck/queries.sql

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+SELECT COUNT(*) FROM hits;
+SELECT COUNT(*) FROM hits WHERE AdvEngineID <> 0;
+SELECT SUM(AdvEngineID), COUNT(*), AVG(ResolutionWidth) FROM hits;
+SELECT AVG(UserID) FROM hits;
+SELECT COUNT(DISTINCT UserID) FROM hits;
+SELECT COUNT(DISTINCT SearchPhrase) FROM hits;
+SELECT MIN(EventDate), MAX(EventDate) FROM hits;
+SELECT AdvEngineID, COUNT(*) FROM hits WHERE AdvEngineID <> 0 GROUP BY AdvEngineID ORDER BY COUNT(*) DESC;
+SELECT RegionID, COUNT(DISTINCT UserID) AS u FROM hits GROUP BY RegionID ORDER BY u DESC LIMIT 10;
+SELECT RegionID, SUM(AdvEngineID), COUNT(*) AS c, AVG(ResolutionWidth), COUNT(DISTINCT UserID) FROM hits GROUP BY RegionID ORDER BY c DESC LIMIT 10;
+SELECT MobilePhoneModel, COUNT(DISTINCT UserID) AS u FROM hits WHERE MobilePhoneModel <> '' GROUP BY MobilePhoneModel ORDER BY u DESC LIMIT 10;
+SELECT MobilePhone, MobilePhoneModel, COUNT(DISTINCT UserID) AS u FROM hits WHERE MobilePhoneModel <> '' GROUP BY MobilePhone, MobilePhoneModel ORDER BY u DESC LIMIT 10;
+SELECT SearchPhrase, COUNT(*) AS c FROM hits WHERE SearchPhrase <> '' GROUP BY SearchPhrase ORDER BY c DESC LIMIT 10;
+SELECT SearchPhrase, COUNT(DISTINCT UserID) AS u FROM hits WHERE SearchPhrase <> '' GROUP BY SearchPhrase ORDER BY u DESC LIMIT 10;
+SELECT SearchEngineID, SearchPhrase, COUNT(*) AS c FROM hits WHERE SearchPhrase <> '' GROUP BY SearchEngineID, SearchPhrase ORDER BY c DESC LIMIT 10;
+SELECT UserID, COUNT(*) FROM hits GROUP BY UserID ORDER BY COUNT(*) DESC LIMIT 10;
+SELECT UserID, SearchPhrase, COUNT(*) FROM hits GROUP BY UserID, SearchPhrase ORDER BY COUNT(*) DESC LIMIT 10;
+SELECT UserID, SearchPhrase, COUNT(*) FROM hits GROUP BY UserID, SearchPhrase LIMIT 10;
+SELECT UserID, extract(minute FROM EventTime) AS m, SearchPhrase, COUNT(*) FROM hits GROUP BY UserID, m, SearchPhrase ORDER BY COUNT(*) DESC LIMIT 10;
+SELECT UserID FROM hits WHERE UserID = 435090932899640449;
+SELECT COUNT(*) FROM hits WHERE URL LIKE '%google%';
+SELECT SearchPhrase, MIN(URL), COUNT(*) AS c FROM hits WHERE URL LIKE '%google%' AND SearchPhrase <> '' GROUP BY SearchPhrase ORDER BY c DESC LIMIT 10;
+SELECT SearchPhrase, MIN(URL), MIN(Title), COUNT(*) AS c, COUNT(DISTINCT UserID) FROM hits WHERE Title LIKE '%Google%' AND URL NOT LIKE '%.google.%' AND SearchPhrase <> '' GROUP BY SearchPhrase ORDER BY c DESC LIMIT 10;
+SELECT * FROM hits WHERE URL LIKE '%google%' ORDER BY EventTime LIMIT 10;
+SELECT SearchPhrase FROM hits WHERE SearchPhrase <> '' ORDER BY EventTime LIMIT 10;
+SELECT SearchPhrase FROM hits WHERE SearchPhrase <> '' ORDER BY SearchPhrase LIMIT 10;
+SELECT SearchPhrase FROM hits WHERE SearchPhrase <> '' ORDER BY EventTime, SearchPhrase LIMIT 10;
+SELECT CounterID, AVG(length(URL)) AS l, COUNT(*) AS c FROM hits WHERE URL <> '' GROUP BY CounterID HAVING COUNT(*) > 100000 ORDER BY l DESC LIMIT 25;
+SELECT REGEXP_REPLACE(Referer, '^https?://(?:www\.)?([^/]+)/.*$', '\1') AS k, AVG(length(Referer)) AS l, COUNT(*) AS c, MIN(Referer) FROM hits WHERE Referer <> '' GROUP BY k HAVING COUNT(*) > 100000 ORDER BY l DESC LIMIT 25;
+SELECT SUM(ResolutionWidth), SUM(ResolutionWidth + 1), SUM(ResolutionWidth + 2), SUM(ResolutionWidth + 3), SUM(ResolutionWidth + 4), SUM(ResolutionWidth + 5), SUM(ResolutionWidth + 6), SUM(ResolutionWidth + 7), SUM(ResolutionWidth + 8), SUM(ResolutionWidth + 9), SUM(ResolutionWidth + 10), SUM(ResolutionWidth + 11), SUM(ResolutionWidth + 12), SUM(ResolutionWidth + 13), SUM(ResolutionWidth + 14), SUM(ResolutionWidth + 15), SUM(ResolutionWidth + 16), SUM(ResolutionWidth + 17), SUM(ResolutionWidth + 18), SUM(ResolutionWidth + 19), SUM(ResolutionWidth + 20), SUM(ResolutionWidth + 21), SUM(ResolutionWidth + 22), SUM(ResolutionWidth + 23), SUM(ResolutionWidth + 24), SUM(ResolutionWidth + 25), SUM(ResolutionWidth + 26), SUM(ResolutionWidth + 27), SUM(ResolutionWidth + 28), SUM(ResolutionWidth + 29), SUM(ResolutionWidth + 30), SUM(ResolutionWidth + 31), SUM(ResolutionWidth + 32), SUM(ResolutionWidth + 33), SUM(ResolutionWidth + 34), SUM(ResolutionWidth + 35), SUM(ResolutionWidth + 36), SUM(ResolutionWidth + 37), SUM(ResolutionWidth + 38), SUM(ResolutionWidth + 39), SUM(ResolutionWidth + 40), SUM(ResolutionWidth + 41), SUM(ResolutionWidth + 42), SUM(ResolutionWidth + 43), SUM(ResolutionWidth + 44), SUM(ResolutionWidth + 45), SUM(ResolutionWidth + 46), SUM(ResolutionWidth + 47), SUM(ResolutionWidth + 48), SUM(ResolutionWidth + 49), SUM(ResolutionWidth + 50), SUM(ResolutionWidth + 51), SUM(ResolutionWidth + 52), SUM(ResolutionWidth + 53), SUM(ResolutionWidth + 54), SUM(ResolutionWidth + 55), SUM(ResolutionWidth + 56), SUM(ResolutionWidth + 57), SUM(ResolutionWidth + 58), SUM(ResolutionWidth + 59), SUM(ResolutionWidth + 60), SUM(ResolutionWidth + 61), SUM(ResolutionWidth + 62), SUM(ResolutionWidth + 63), SUM(ResolutionWidth + 64), SUM(ResolutionWidth + 65), SUM(ResolutionWidth + 66), SUM(ResolutionWidth + 67), SUM(ResolutionWidth + 68), SUM(ResolutionWidth + 69), SUM(ResolutionWidth + 70), SUM(ResolutionWidth + 71), SUM(ResolutionWidth + 72), SUM(ResolutionWidth + 73), SUM(ResolutionWidth + 74), SUM(ResolutionWidth + 75), SUM(ResolutionWidth + 76), SUM(ResolutionWidth + 77), SUM(ResolutionWidth + 78), SUM(ResolutionWidth + 79), SUM(ResolutionWidth + 80), SUM(ResolutionWidth + 81), SUM(ResolutionWidth + 82), SUM(ResolutionWidth + 83), SUM(ResolutionWidth + 84), SUM(ResolutionWidth + 85), SUM(ResolutionWidth + 86), SUM(ResolutionWidth + 87), SUM(ResolutionWidth + 88), SUM(ResolutionWidth + 89) FROM hits;
+SELECT SearchEngineID, ClientIP, COUNT(*) AS c, SUM(IsRefresh), AVG(ResolutionWidth) FROM hits WHERE SearchPhrase <> '' GROUP BY SearchEngineID, ClientIP ORDER BY c DESC LIMIT 10;
+SELECT WatchID, ClientIP, COUNT(*) AS c, SUM(IsRefresh), AVG(ResolutionWidth) FROM hits WHERE SearchPhrase <> '' GROUP BY WatchID, ClientIP ORDER BY c DESC LIMIT 10;
+SELECT WatchID, ClientIP, COUNT(*) AS c, SUM(IsRefresh), AVG(ResolutionWidth) FROM hits GROUP BY WatchID, ClientIP ORDER BY c DESC LIMIT 10;
+SELECT URL, COUNT(*) AS c FROM hits GROUP BY URL ORDER BY c DESC LIMIT 10;
+SELECT 1, URL, COUNT(*) AS c FROM hits GROUP BY 1, URL ORDER BY c DESC LIMIT 10;
+SELECT ClientIP, ClientIP - 1, ClientIP - 2, ClientIP - 3, COUNT(*) AS c FROM hits GROUP BY ClientIP, ClientIP - 1, ClientIP - 2, ClientIP - 3 ORDER BY c DESC LIMIT 10;
+SELECT URL, COUNT(*) AS PageViews FROM hits WHERE CounterID = 62 AND EventDate >= '2013-07-01' AND EventDate <= '2013-07-31' AND DontCountHits = 0 AND IsRefresh = 0 AND URL <> '' GROUP BY URL ORDER BY PageViews DESC LIMIT 10;
+SELECT Title, COUNT(*) AS PageViews FROM hits WHERE CounterID = 62 AND EventDate >= '2013-07-01' AND EventDate <= '2013-07-31' AND DontCountHits = 0 AND IsRefresh = 0 AND Title <> '' GROUP BY Title ORDER BY PageViews DESC LIMIT 10;
+SELECT URL, COUNT(*) AS PageViews FROM hits WHERE CounterID = 62 AND EventDate >= '2013-07-01' AND EventDate <= '2013-07-31' AND IsRefresh = 0 AND IsLink <> 0 AND IsDownload = 0 GROUP BY URL ORDER BY PageViews DESC LIMIT 10 OFFSET 1000;
+SELECT TraficSourceID, SearchEngineID, AdvEngineID, CASE WHEN (SearchEngineID = 0 AND AdvEngineID = 0) THEN Referer ELSE '' END AS Src, URL AS Dst, COUNT(*) AS PageViews FROM hits WHERE CounterID = 62 AND EventDate >= '2013-07-01' AND EventDate <= '2013-07-31' AND IsRefresh = 0 GROUP BY TraficSourceID, SearchEngineID, AdvEngineID, Src, Dst ORDER BY PageViews DESC LIMIT 10 OFFSET 1000;
+SELECT URLHash, EventDate, COUNT(*) AS PageViews FROM hits WHERE CounterID = 62 AND EventDate >= '2013-07-01' AND EventDate <= '2013-07-31' AND IsRefresh = 0 AND TraficSourceID IN (-1, 6) AND RefererHash = 3594120000172545465 GROUP BY URLHash, EventDate ORDER BY PageViews DESC LIMIT 10 OFFSET 100;
+SELECT WindowClientWidth, WindowClientHeight, COUNT(*) AS PageViews FROM hits WHERE CounterID = 62 AND EventDate >= '2013-07-01' AND EventDate <= '2013-07-31' AND IsRefresh = 0 AND DontCountHits = 0 AND URLHash = 2868770270353813622 GROUP BY WindowClientWidth, WindowClientHeight ORDER BY PageViews DESC LIMIT 10 OFFSET 10000;
+SELECT DATE_TRUNC('minute', EventTime) AS M, COUNT(*) AS PageViews FROM hits WHERE CounterID = 62 AND EventDate >= '2013-07-14' AND EventDate <= '2013-07-15' AND IsRefresh = 0 AND DontCountHits = 0 GROUP BY DATE_TRUNC('minute', EventTime) ORDER BY DATE_TRUNC('minute', EventTime) LIMIT 10 OFFSET 1000;

pg_duckdb-motherduck/results/motherduck.json

@@ -0,0 +1,57 @@
+{
+    "system": "pg_duckdb (MotherDuck enabled)",
+    "date": "2024-11-23",
+    "machine": "cloud",
+    "cluster_size": "serverless",
+
+    "tags": ["managed", "column-oriented", "PostgreSQL compatible", "serverless"],
+
+    "load_time": 91.614,
+    "data_size": 26843545600,
+
+    "result": [
+[0.138964,0.015258,0.016077],
+[0.132879,0.014631,0.016375],
+[0.150402,0.020076,0.018707],
+[0.136571,0.024532,0.024149],
+[0.269683,0.148919,0.15068],
+[0.320305,0.181124,0.178617],
+[0.130833,0.014634,0.014709],
+[0.130438,0.019109,0.019483],
+[0.307982,0.182397,0.183229],
+[0.360765,0.240961,0.24059],
+[0.181567,0.06479,0.064691],
+[0.208976,0.072179,0.072965],
+[0.302809,0.170854,0.170643],
+[0.437126,0.324878,0.318962],
+[0.296762,0.180741,0.182182],
+[0.322796,0.189612,0.189133],
+[0.488604,0.375323,0.371993],
+[0.443552,0.329381,0.357173],
+[0.762512,0.658258,0.641012],
+[0.140095,0.017002,0.017396],
+[0.765095,0.302509,0.2995],
+[0.349961,0.228921,0.224052],
+[0.472621,0.360402,0.356845],
+[1.39679,1.24423,1.21561],
+[0.18372,0.066296,0.066534],
+[0.177599,0.066766,0.06741],
+[0.205539,0.083399,0.082905],
+[0.470257,0.365256,0.354026],
+[1.5107,1.53563,1.55076],
+[0.849038,0.72794,0.728566],
+[0.304129,0.153122,0.152549],
+[0.321213,0.200797,0.198382],
+[0.877334,0.761022,0.761743],
+[0.937143,0.801845,0.806956],
+[0.935478,0.832431,0.811753],
+[0.382849,0.250345,0.267334],
+[0.168527,0.049099,0.048662],
+[0.142103,0.0414,0.025252],
+[0.143525,0.032741,0.033455],
+[0.234511,0.097073,0.095511],
+[0.143504,0.017825,0.018593],
+[0.143221,0.016469,0.016562],
+[0.14678,0.018243,0.018707]
+    ]
+}

pg_duckdb-motherduck/run.sh

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+#!/bin/bash
+
+TRIES=3
+CONNECTION=postgres://postgres:duckdb@localhost:5432/postgres
+
+DATABASE='ddb$pgclick'
+
+cat queries.sql | while read query; do
+    echo "$query"
+    (
+	    echo "set search_path=$DATABASE;"
+        echo '\timing'
+        yes "$query" | head -n $TRIES
+    ) | psql $CONNECTION | grep 'Time'
+done