Add chdb results on c6a.metal

chdb/benchmark.sh

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+#!/bin/bash
+
+# Install
+
+sudo apt-get update
+sudo apt-get install -y python3-pip
+pip install chdb psutil
+
+# Load the data
+seq 0 99 | xargs -P100 -I{} bash -c 'wget --continue https://datasets.clickhouse.com/hits_compatible/athena_partitioned/hits_{}.parquet'
+
+# Run the queries
+
+./run.sh 2>&1 | tee log.txt

chdb/queries.sql

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+SELECT COUNT(*) FROM file("hits_*.parquet", Parquet);
+SELECT COUNT(*) FROM file("hits_*.parquet", Parquet) WHERE AdvEngineID <> 0;
+SELECT SUM(AdvEngineID), COUNT(*), AVG(ResolutionWidth) FROM file("hits_*.parquet", Parquet);
+SELECT AVG(UserID) FROM file("hits_*.parquet", Parquet);
+SELECT COUNT(DISTINCT UserID) FROM file("hits_*.parquet", Parquet);
+SELECT COUNT(DISTINCT SearchPhrase) FROM file("hits_*.parquet", Parquet);
+SELECT MIN(EventDate), MAX(EventDate) FROM file("hits_*.parquet", Parquet);
+SELECT AdvEngineID, COUNT(*) FROM file("hits_*.parquet", Parquet) WHERE AdvEngineID <> 0 GROUP BY AdvEngineID ORDER BY COUNT(*) DESC;
+SELECT RegionID, COUNT(DISTINCT UserID) AS u FROM file("hits_*.parquet", Parquet) GROUP BY RegionID ORDER BY u DESC LIMIT 10;
+SELECT RegionID, SUM(AdvEngineID), COUNT(*) AS c, AVG(ResolutionWidth), COUNT(DISTINCT UserID) FROM file("hits_*.parquet", Parquet) GROUP BY RegionID ORDER BY c DESC LIMIT 10;
+SELECT MobilePhoneModel, COUNT(DISTINCT UserID) AS u FROM file("hits_*.parquet", Parquet) WHERE MobilePhoneModel <> '' GROUP BY MobilePhoneModel ORDER BY u DESC LIMIT 10;
+SELECT MobilePhone, MobilePhoneModel, COUNT(DISTINCT UserID) AS u FROM file("hits_*.parquet", Parquet) WHERE MobilePhoneModel <> '' GROUP BY MobilePhone, MobilePhoneModel ORDER BY u DESC LIMIT 10;
+SELECT SearchPhrase, COUNT(*) AS c FROM file("hits_*.parquet", Parquet) WHERE SearchPhrase <> '' GROUP BY SearchPhrase ORDER BY c DESC LIMIT 10;
+SELECT SearchPhrase, COUNT(DISTINCT UserID) AS u FROM file("hits_*.parquet", Parquet) WHERE SearchPhrase <> '' GROUP BY SearchPhrase ORDER BY u DESC LIMIT 10;
+SELECT SearchEngineID, SearchPhrase, COUNT(*) AS c FROM file("hits_*.parquet", Parquet) WHERE SearchPhrase <> '' GROUP BY SearchEngineID, SearchPhrase ORDER BY c DESC LIMIT 10;
+SELECT UserID, COUNT(*) FROM file("hits_*.parquet", Parquet) GROUP BY UserID ORDER BY COUNT(*) DESC LIMIT 10;
+SELECT UserID, SearchPhrase, COUNT(*) FROM file("hits_*.parquet", Parquet) GROUP BY UserID, SearchPhrase ORDER BY COUNT(*) DESC LIMIT 10;
+SELECT UserID, SearchPhrase, COUNT(*) FROM file("hits_*.parquet", Parquet) GROUP BY UserID, SearchPhrase LIMIT 10;
+SELECT UserID, extract(minute FROM toDateTime(EventTime)) AS m, SearchPhrase, COUNT(*) FROM file("hits_*.parquet", Parquet) GROUP BY UserID, m, SearchPhrase ORDER BY COUNT(*) DESC LIMIT 10;
+SELECT UserID FROM file("hits_*.parquet", Parquet) WHERE UserID = 435090932899640449;
+SELECT COUNT(*) FROM file("hits_*.parquet", Parquet) WHERE URL LIKE '%google%';
+SELECT SearchPhrase, MIN(URL), COUNT(*) AS c FROM file("hits_*.parquet", Parquet) 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 file("hits_*.parquet", Parquet) WHERE Title LIKE '%Google%' AND URL NOT LIKE '%.google.%' AND SearchPhrase <> '' GROUP BY SearchPhrase ORDER BY c DESC LIMIT 10;
+SELECT * FROM file("hits_*.parquet", Parquet) WHERE URL LIKE '%google%' ORDER BY EventTime LIMIT 10;
+SELECT SearchPhrase FROM file("hits_*.parquet", Parquet) WHERE SearchPhrase <> '' ORDER BY EventTime LIMIT 10;
+SELECT SearchPhrase FROM file("hits_*.parquet", Parquet) WHERE SearchPhrase <> '' ORDER BY SearchPhrase LIMIT 10;
+SELECT SearchPhrase FROM file("hits_*.parquet", Parquet) WHERE SearchPhrase <> '' ORDER BY EventTime, SearchPhrase LIMIT 10;
+SELECT CounterID, AVG(length(URL)) AS l, COUNT(*) AS c FROM file("hits_*.parquet", Parquet) 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 file("hits_*.parquet", Parquet) 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 file("hits_*.parquet", Parquet);
+SELECT SearchEngineID, ClientIP, COUNT(*) AS c, SUM(IsRefresh), AVG(ResolutionWidth) FROM file("hits_*.parquet", Parquet) WHERE SearchPhrase <> '' GROUP BY SearchEngineID, ClientIP ORDER BY c DESC LIMIT 10;
+SELECT WatchID, ClientIP, COUNT(*) AS c, SUM(IsRefresh), AVG(ResolutionWidth) FROM file("hits_*.parquet", Parquet) WHERE SearchPhrase <> '' GROUP BY WatchID, ClientIP ORDER BY c DESC LIMIT 10;
+SELECT WatchID, ClientIP, COUNT(*) AS c, SUM(IsRefresh), AVG(ResolutionWidth) FROM file("hits_*.parquet", Parquet) GROUP BY WatchID, ClientIP ORDER BY c DESC LIMIT 10;
+SELECT URL, COUNT(*) AS c FROM file("hits_*.parquet", Parquet) GROUP BY URL ORDER BY c DESC LIMIT 10;
+SELECT 1, URL, COUNT(*) AS c FROM file("hits_*.parquet", Parquet) GROUP BY 1, URL ORDER BY c DESC LIMIT 10;
+SELECT ClientIP, ClientIP - 1, ClientIP - 2, ClientIP - 3, COUNT(*) AS c FROM file("hits_*.parquet", Parquet) GROUP BY ClientIP, ClientIP - 1, ClientIP - 2, ClientIP - 3 ORDER BY c DESC LIMIT 10;
+SELECT URL, COUNT(*) AS PageViews FROM file("hits_*.parquet", Parquet) WHERE CounterID = 62  AND toDate(EventDate) >= '2013-07-01'  AND toDate(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 file("hits_*.parquet", Parquet) WHERE CounterID = 62  AND toDate(EventDate) >= '2013-07-01'  AND toDate(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 file("hits_*.parquet", Parquet) WHERE CounterID = 62  AND toDate(EventDate) >= '2013-07-01'  AND toDate(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 file("hits_*.parquet", Parquet) WHERE CounterID = 62  AND toDate(EventDate) >= '2013-07-01'  AND toDate(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 file("hits_*.parquet", Parquet) WHERE CounterID = 62  AND toDate(EventDate) >= '2013-07-01'  AND toDate(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 file("hits_*.parquet", Parquet) WHERE CounterID = 62  AND toDate(EventDate) >= '2013-07-01'  AND toDate(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', toDateTime(EventTime)) AS M, COUNT(*) AS PageViews FROM file("hits_*.parquet", Parquet) WHERE CounterID = 62  AND toDate(EventDate) >= '2013-07-14'  AND toDate(EventDate) <= '2013-07-15' AND IsRefresh = 0 AND DontCountHits = 0 GROUP BY DATE_TRUNC('minute', toDateTime(EventTime)) ORDER BY DATE_TRUNC('minute', toDateTime(EventTime)) LIMIT 10 OFFSET 1000;

chdb/query.py

@@ -0,0 +1,16 @@
+#!/usr/bin/env python3
+
+import chdb
+import timeit
+import psutil
+import sys
+
+query = sys.stdin.read()
+print(query)
+
+for try_num in range(3):
+    start = timeit.default_timer()
+    results = chdb.query(query).data()
+    end = timeit.default_timer()
+    print(end - start)
+    del results

chdb/results/c6a.metal.json

@@ -0,0 +1,55 @@
+{
+    "system": "chDB",
+    "date": "2023-04-03",
+    "machine": "c6a.metal, 500gb gp2",
+    "cluster_size": 1,
+    "comment": "",
+    "tags": ["C++", "column-oriented",  "ClickHouse derivative", "embedded", "stateless"],
+    "load_time": 0,
+    "data_size": 14779976446,
+    "result": [
+[0.5088110380000899,0.03245087400000557,0.03041360400004578],
+[0.49260173200002555,0.035754811999936464,0.03225077100000817],
+[1.3713673119999612,0.05316053499996087,0.04743037200000799],
+[1.06312846000003,0.0644114010000294,0.06369884100001855],
+[2.4242509939999763,1.5024375650000366,1.5245922080000582],
+[2.100961694000034,0.789684637999926,0.7721261550000236],
+[0.47976425899992137,0.03120936699997401,0.02802167200002259],
+[0.5312602449999986,0.04985274099999515,0.0473162239999283],
+[1.5267406879999044,0.38234106899994913,0.3865202810000028],
+[3.601558759999989,0.4471200589999853,0.40145880000000034],
+[2.4281401740000774,0.22787890300003255,0.20155288799992377],
+[2.352562642999942,0.2163362540001117,0.2139942680000786],
+[1.6241634279999744,0.3857461489999423,0.35348759599992263],
+[3.5851498979999405,0.5654352660000086,0.523181505000025],
+[1.6863791409999749,0.4183025469999393,0.40595841699996527],
+[1.4267785130000448,0.5453702309999926,0.47540143399999124],
+[3.9816191040000604,1.0128493500000104,0.9240057470000238],
+[3.7889086359999737,1.0916028540000298,0.6959775910000872],
+[6.570082690000049,2.013458918000083,1.6048672959999521],
+[1.0857267489999458,0.07550572799993915,0.07976909100000285],
+[10.158937777000006,1.5873221330000433,1.5735108929999342],
+[12.49627500500003,1.7844743770000377,1.7814656020000257],
+[23.444114579999905,2.9532091109999783,2.641288435999968],
+[56.11400813799992,6.303957688999958,6.375770923000005],
+[3.8438281020000886,0.3228047009999955,0.29694673300002705],
+[1.5391439679999621,0.3288505809999833,0.2942279620000363],
+[3.7922435550000273,0.3024835239999675,0.2843580659999816],
+[11.217855088999954,2.117056479000098,2.126365082999996],
+[9.241213104999929,2.48796663600001,2.272020014000077],
+[3.310571299000003,1.646273742999938,1.3382338769999933],
+[4.237985797999954,0.3531522780000387,0.3288895709999906],
+[8.415940341999999,0.5330660179999995,0.507634062999955],
+[7.939774306999993,2.797284569999988,2.0463774209999883],
+[10.918585670000084,2.5805305540000063,2.5175782320000053],
+[11.034878117999938,2.4676044069999534,2.5490906799999493],
+[1.6009897489999503,0.6574553369999876,0.6965400560000035],
+[13.753193032000013,1.6681761410000036,1.6529325540000173],
+[12.737216911999894,1.4241980369999965,1.4061316340000758],
+[13.665121727000042,1.760290108999925,1.6043955379998351],
+[21.408749351000097,2.7979359359999307,2.662882158000002],
+[6.029880682000112,0.2797205839999606,0.2540631399999711],
+[6.2404073229999995,0.31434848700018847,0.2759210020001319],
+[4.0648316230001456,0.25084073899984105,0.18796989400016173]
+    ]
+}

chdb/run.sh

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+#!/bin/bash
+
+cat queries.sql | while read query; do
+    sync
+    echo 3 | sudo tee /proc/sys/vm/drop_caches >/dev/null
+
+    ./query.py <<< "${query}"
+done