From 9e115e8197ccd1567dea77ba74b000ba07fd2ce8 Mon Sep 17 00:00:00 2001 From: Run Benchmark action <> Date: Fri, 17 Apr 2026 20:29:36 +0000 Subject: [PATCH] duckdb timing on c6id.4xlarge --- duckdb/groupby-duckdb.R | 5 +- logs.csv | 14 ++++++ time.csv | 103 ++++++++++++++++++++++++++++++++++++++++ 3 files changed, 121 insertions(+), 1 deletion(-) diff --git a/duckdb/groupby-duckdb.R b/duckdb/groupby-duckdb.R index 6f6a7d55..4804cef9 100755 --- a/duckdb/groupby-duckdb.R +++ b/duckdb/groupby-duckdb.R @@ -208,7 +208,10 @@ print(dbGetQuery(con, "SELECT * FROM ans LIMIT 3")) print(dbGetQuery(con, "SELECT * FROM ans WHERE ROWID > (SELECT count(*) FROM ans) - 4")) ## tail invisible(dbExecute(con, "DROP TABLE IF EXISTS ans")) - +if (machine_type == 'c6id.4xlarge' && on_disk) { + dbExecute(con, "pragma memory_limit='20G'") + table_type="" +} question = "largest two v3 by id6" # q8 t = system.time({ dbExecute(con, sprintf("CREATE %s TABLE ans AS SELECT id6, unnest(max(v3, 2)) largest2_v3 FROM x WHERE v3 IS NOT NULL GROUP BY id6", table_type)) diff --git a/logs.csv b/logs.csv index b5ffaf66..98e3718b 100644 --- a/logs.csv +++ b/logs.csv @@ -6350,3 +6350,17 @@ ip-172-31-18-189,1776355151,haskell,1.1.1.0,dataframe-1.1.1.0,join,J1_1e8_NA_5_0 ip-172-31-18-189,1776355151,haskell,1.1.1.0,dataframe-1.1.1.0,join,J1_1e8_NA_5_0,1776359059.47381,finish,27,1,c6id.4xlarge ip-172-31-18-189,1776355151,haskell,1.1.1.0,dataframe-1.1.1.0,join,J1_1e8_NA_0_1,1776359074.4889,start,,,c6id.4xlarge ip-172-31-18-189,1776355151,haskell,1.1.1.0,dataframe-1.1.1.0,join,J1_1e8_NA_0_1,1776359084.19497,finish,27,1,c6id.4xlarge +ip-172-31-18-189,1776437498,duckdb,1.5.2,8a5851971fa,groupby,G1_1e9_1e2_0_0,1776437499.14007,start,,,c6id.4xlarge +ip-172-31-18-189,1776437498,duckdb,1.5.2,8a5851971fa,groupby,G1_1e9_1e2_0_0,1776437499.8757,finish,32,1,c6id.4xlarge +ip-172-31-18-189,1776437498,duckdb,1.5.2,8a5851971fa,groupby,G1_1e9_1e1_0_0,1776437514.8908,start,,,c6id.4xlarge +ip-172-31-18-189,1776437498,duckdb,1.5.2,8a5851971fa,groupby,G1_1e9_1e1_0_0,1776437515.62855,finish,32,1,c6id.4xlarge +ip-172-31-18-189,1776437498,duckdb,1.5.2,8a5851971fa,groupby,G1_1e9_2e0_0_0,1776437530.64363,start,,,c6id.4xlarge +ip-172-31-18-189,1776437498,duckdb,1.5.2,8a5851971fa,groupby,G1_1e9_2e0_0_0,1776438368.30411,finish,41,1,c6id.4xlarge +ip-172-31-18-189,1776437498,duckdb,1.5.2,8a5851971fa,groupby,G1_1e9_1e2_0_1,1776438383.31921,start,,,c6id.4xlarge +ip-172-31-18-189,1776437498,duckdb,1.5.2,8a5851971fa,groupby,G1_1e9_1e2_0_1,1776439493.98539,finish,0,0,c6id.4xlarge +ip-172-31-18-189,1776437498,duckdb,1.5.2,8a5851971fa,groupby,G1_1e9_1e2_5_0,1776439509.0005,start,,,c6id.4xlarge +ip-172-31-18-189,1776437498,duckdb,1.5.2,8a5851971fa,groupby,G1_1e9_1e2_5_0,1776440765.12113,finish,0,0,c6id.4xlarge +ip-172-31-18-189,1776454789,duckdb,1.5.2,8a5851971fa,groupby,G1_1e9_1e2_0_0,1776454791.25388,start,,,c6id.4xlarge +ip-172-31-18-189,1776454789,duckdb,1.5.2,8a5851971fa,groupby,G1_1e9_1e2_0_0,1776455965.34922,finish,0,0,c6id.4xlarge +ip-172-31-18-189,1776454789,duckdb,1.5.2,8a5851971fa,groupby,G1_1e9_1e1_0_0,1776455980.36433,start,,,c6id.4xlarge +ip-172-31-18-189,1776454789,duckdb,1.5.2,8a5851971fa,groupby,G1_1e9_1e1_0_0,1776457175.84593,finish,0,0,c6id.4xlarge diff --git a/time.csv b/time.csv index 504f87e2..afeb02ba 100644 --- a/time.csv +++ b/time.csv @@ -41495,3 +41495,106 @@ ip-172-31-18-189,1776355151,1776358872,join,J1_1e8_NA_0_1,100000000,medium outer ip-172-31-18-189,1776355151,1776358873,join,J1_1e8_NA_0_1,100000000,medium outer on int,100000000,11,R-arrow,23.0.1.2,,left_join,2,0.987,NA,TRUE,4999542478;4506958891,0.149,NA,FALSE,c6id.4xlarge ip-172-31-18-189,1776355151,1776358874,join,J1_1e8_NA_0_1,100000000,medium inner on factor,89995511,11,R-arrow,23.0.1.2,,inner_join,1,1.2,NA,TRUE,4499224468;4506958891,0.136,NA,FALSE,c6id.4xlarge ip-172-31-18-189,1776355151,1776358876,join,J1_1e8_NA_0_1,100000000,medium inner on factor,89995511,11,R-arrow,23.0.1.2,,inner_join,2,1.168,NA,TRUE,4499224468;4506958891,0.132,NA,FALSE,c6id.4xlarge +ip-172-31-18-189,1776437498,1776437769,groupby,G1_1e9_2e0_0_0,1000000000,sum v1 by id1,2,2,duckdb,1.5.2,8a5851971fa,group_by,1,0.841,NA,TRUE,2999997259,0.002,NA,TRUE,c6id.4xlarge +ip-172-31-18-189,1776437498,1776437770,groupby,G1_1e9_2e0_0_0,1000000000,sum v1 by id1,2,2,duckdb,1.5.2,8a5851971fa,group_by,2,0.598,NA,TRUE,2999997259,0.001,NA,TRUE,c6id.4xlarge +ip-172-31-18-189,1776437498,1776437771,groupby,G1_1e9_2e0_0_0,1000000000,sum v1 by id1:id2,4,3,duckdb,1.5.2,8a5851971fa,group_by,1,0.837,NA,TRUE,2999997259,0.001,NA,TRUE,c6id.4xlarge +ip-172-31-18-189,1776437498,1776437772,groupby,G1_1e9_2e0_0_0,1000000000,sum v1 by id1:id2,4,3,duckdb,1.5.2,8a5851971fa,group_by,2,0.828,NA,TRUE,2999997259,0.001,NA,TRUE,c6id.4xlarge +ip-172-31-18-189,1776437498,1776437853,groupby,G1_1e9_2e0_0_0,1000000000,sum v1 mean v3 by id3,432315576,3,duckdb,1.5.2,8a5851971fa,group_by,1,81.044,NA,TRUE,2999997259;21616611234,0.644,NA,TRUE,c6id.4xlarge +ip-172-31-18-189,1776437498,1776437934,groupby,G1_1e9_2e0_0_0,1000000000,sum v1 mean v3 by id3,432315576,3,duckdb,1.5.2,8a5851971fa,group_by,2,79.621,NA,TRUE,2999997259;21616611234,0.636,NA,TRUE,c6id.4xlarge +ip-172-31-18-189,1776437498,1776437941,groupby,G1_1e9_2e0_0_0,1000000000,mean v1:v3 by id4,2,4,duckdb,1.5.2,8a5851971fa,group_by,1,6.52,NA,TRUE,5.999995;15.9999;100.0035,0.001,NA,TRUE,c6id.4xlarge +ip-172-31-18-189,1776437498,1776437943,groupby,G1_1e9_2e0_0_0,1000000000,mean v1:v3 by id4,2,4,duckdb,1.5.2,8a5851971fa,group_by,2,1.641,NA,TRUE,5.999995;15.9999;100.0035,0.002,NA,TRUE,c6id.4xlarge +ip-172-31-18-189,1776437498,1776438042,groupby,G1_1e9_2e0_0_0,1000000000,sum v1:v3 by id6,432336311,4,duckdb,1.5.2,8a5851971fa,group_by,1,96.918,NA,TRUE,2999997259;7999948710;50001752881,2.083,NA,TRUE,c6id.4xlarge +ip-172-31-18-189,1776437498,1776438131,groupby,G1_1e9_2e0_0_0,1000000000,sum v1:v3 by id6,432336311,4,duckdb,1.5.2,8a5851971fa,group_by,2,87.069,NA,TRUE,2999997259;7999948710;50001752881,1.919,NA,TRUE,c6id.4xlarge +ip-172-31-18-189,1776437498,1776438166,groupby,G1_1e9_2e0_0_0,1000000000,median v3 sd v3 by id4 id5,4,4,duckdb,1.5.2,8a5851971fa,group_by,1,34.089,NA,TRUE,200.011;115.4703,0.001,NA,TRUE,c6id.4xlarge +ip-172-31-18-189,1776437498,1776438194,groupby,G1_1e9_2e0_0_0,1000000000,median v3 sd v3 by id4 id5,4,4,duckdb,1.5.2,8a5851971fa,group_by,2,27.928,NA,TRUE,200.011;115.4703,0.002,NA,TRUE,c6id.4xlarge +ip-172-31-18-189,1776437498,1776438243,groupby,G1_1e9_2e0_0_0,1000000000,max v1 - min v2 by id3,432315576,2,duckdb,1.5.2,8a5851971fa,group_by,1,48.401,NA,TRUE,-827387120,0.052,NA,TRUE,c6id.4xlarge +ip-172-31-18-189,1776437498,1776438291,groupby,G1_1e9_2e0_0_0,1000000000,max v1 - min v2 by id3,432315576,2,duckdb,1.5.2,8a5851971fa,group_by,2,47.5,NA,TRUE,-827387120,0.052,NA,TRUE,c6id.4xlarge +ip-172-31-18-189,1776437498,1776438623,groupby,G1_1e9_1e2_0_1,1000000000,sum v1 by id1,100,2,duckdb,1.5.2,8a5851971fa,group_by,1,0.706,NA,TRUE,2999924714,0.001,NA,TRUE,c6id.4xlarge +ip-172-31-18-189,1776437498,1776438624,groupby,G1_1e9_1e2_0_1,1000000000,sum v1 by id1,100,2,duckdb,1.5.2,8a5851971fa,group_by,2,0.565,NA,TRUE,2999924714,0.001,NA,TRUE,c6id.4xlarge +ip-172-31-18-189,1776437498,1776438624,groupby,G1_1e9_1e2_0_1,1000000000,sum v1 by id1:id2,10000,3,duckdb,1.5.2,8a5851971fa,group_by,1,0.472,NA,TRUE,2999924714,0.001,NA,TRUE,c6id.4xlarge +ip-172-31-18-189,1776437498,1776438625,groupby,G1_1e9_1e2_0_1,1000000000,sum v1 by id1:id2,10000,3,duckdb,1.5.2,8a5851971fa,group_by,2,0.446,NA,TRUE,2999924714,0.001,NA,TRUE,c6id.4xlarge +ip-172-31-18-189,1776437498,1776438694,groupby,G1_1e9_1e2_0_1,1000000000,sum v1 mean v3 by id3,10000000,3,duckdb,1.5.2,8a5851971fa,group_by,1,68.956,NA,TRUE,2999924714;499986250,0.013,NA,TRUE,c6id.4xlarge +ip-172-31-18-189,1776437498,1776438766,groupby,G1_1e9_1e2_0_1,1000000000,sum v1 mean v3 by id3,10000000,3,duckdb,1.5.2,8a5851971fa,group_by,2,71.595,NA,TRUE,2999924714;499986250,0.011,NA,TRUE,c6id.4xlarge +ip-172-31-18-189,1776437498,1776438773,groupby,G1_1e9_1e2_0_1,1000000000,mean v1:v3 by id4,100,4,duckdb,1.5.2,8a5851971fa,group_by,1,7.367,NA,TRUE,299.9925;799.9993;4999.87,0.002,NA,TRUE,c6id.4xlarge +ip-172-31-18-189,1776437498,1776438775,groupby,G1_1e9_1e2_0_1,1000000000,mean v1:v3 by id4,100,4,duckdb,1.5.2,8a5851971fa,group_by,2,1.62,NA,TRUE,299.9925;799.9993;4999.87,0.001,NA,TRUE,c6id.4xlarge +ip-172-31-18-189,1776437498,1776438871,groupby,G1_1e9_1e2_0_1,1000000000,sum v1:v3 by id6,10000000,4,duckdb,1.5.2,8a5851971fa,group_by,1,95.657,NA,TRUE,2999924714;7999992854;49998699478,0.02,NA,TRUE,c6id.4xlarge +ip-172-31-18-189,1776437498,1776438967,groupby,G1_1e9_1e2_0_1,1000000000,sum v1:v3 by id6,10000000,4,duckdb,1.5.2,8a5851971fa,group_by,2,95.917,NA,TRUE,2999924714;7999992854;49998699478,0.021,NA,TRUE,c6id.4xlarge +ip-172-31-18-189,1776437498,1776438977,groupby,G1_1e9_1e2_0_1,1000000000,median v3 sd v3 by id4 id5,10000,4,duckdb,1.5.2,8a5851971fa,group_by,1,10.101,NA,TRUE,499981.8;288669.2,0.002,NA,TRUE,c6id.4xlarge +ip-172-31-18-189,1776437498,1776438986,groupby,G1_1e9_1e2_0_1,1000000000,median v3 sd v3 by id4 id5,10000,4,duckdb,1.5.2,8a5851971fa,group_by,2,8.505,NA,TRUE,499981.8;288669.2,0.001,NA,TRUE,c6id.4xlarge +ip-172-31-18-189,1776437498,1776439032,groupby,G1_1e9_1e2_0_1,1000000000,max v1 - min v2 by id3,10000000,2,duckdb,1.5.2,8a5851971fa,group_by,1,45.77,NA,TRUE,39987226,0.002,NA,TRUE,c6id.4xlarge +ip-172-31-18-189,1776437498,1776439079,groupby,G1_1e9_1e2_0_1,1000000000,max v1 - min v2 by id3,10000000,2,duckdb,1.5.2,8a5851971fa,group_by,2,47.055,NA,TRUE,39987226,0.012,NA,TRUE,c6id.4xlarge +ip-172-31-18-189,1776437498,1776439149,groupby,G1_1e9_1e2_0_1,1000000000,largest two v3 by id6,20000000,2,duckdb,1.5.2,8a5851971fa,group_by,1,68.854,NA,TRUE,1970001790,0.01,NA,TRUE,c6id.4xlarge +ip-172-31-18-189,1776437498,1776439221,groupby,G1_1e9_1e2_0_1,1000000000,largest two v3 by id6,20000000,2,duckdb,1.5.2,8a5851971fa,group_by,2,71.19,NA,TRUE,1970001790,0.01,NA,TRUE,c6id.4xlarge +ip-172-31-18-189,1776437498,1776439226,groupby,G1_1e9_1e2_0_1,1000000000,regression v1 v2 by id2 id4,10000,3,duckdb,1.5.2,8a5851971fa,group_by,1,4.897,NA,TRUE,0.09821376,0.001,NA,TRUE,c6id.4xlarge +ip-172-31-18-189,1776437498,1776439228,groupby,G1_1e9_1e2_0_1,1000000000,regression v1 v2 by id2 id4,10000,3,duckdb,1.5.2,8a5851971fa,group_by,2,2.441,NA,TRUE,0.09821376,0.001,NA,TRUE,c6id.4xlarge +ip-172-31-18-189,1776437498,1776439358,groupby,G1_1e9_1e2_0_1,1000000000,sum v3 count by id1:id6,1000000000,8,duckdb,1.5.2,8a5851971fa,group_by,1,128.294,NA,TRUE,49998699478;1000000000,0.901,NA,TRUE,c6id.4xlarge +ip-172-31-18-189,1776437498,1776439490,groupby,G1_1e9_1e2_0_1,1000000000,sum v3 count by id1:id6,1000000000,8,duckdb,1.5.2,8a5851971fa,group_by,2,131.335,NA,TRUE,49998699478;1000000000,0.829,NA,TRUE,c6id.4xlarge +ip-172-31-18-189,1776437498,1776439793,groupby,G1_1e9_1e2_5_0,1000000000,sum v1 by id1,96,2,duckdb,1.5.2,8a5851971fa,group_by,1,1.142,NA,TRUE,2849922064,0.001,NA,TRUE,c6id.4xlarge +ip-172-31-18-189,1776437498,1776439794,groupby,G1_1e9_1e2_5_0,1000000000,sum v1 by id1,96,2,duckdb,1.5.2,8a5851971fa,group_by,2,0.73,NA,TRUE,2849922064,0.001,NA,TRUE,c6id.4xlarge +ip-172-31-18-189,1776437498,1776439796,groupby,G1_1e9_1e2_5_0,1000000000,sum v1 by id1:id2,9216,3,duckdb,1.5.2,8a5851971fa,group_by,1,2.344,NA,TRUE,2849922064,0.001,NA,TRUE,c6id.4xlarge +ip-172-31-18-189,1776437498,1776439799,groupby,G1_1e9_1e2_5_0,1000000000,sum v1 by id1:id2,9216,3,duckdb,1.5.2,8a5851971fa,group_by,2,2.311,NA,TRUE,2849922064,0.001,NA,TRUE,c6id.4xlarge +ip-172-31-18-189,1776437498,1776439885,groupby,G1_1e9_1e2_5_0,1000000000,sum v1 mean v3 by id3,9500001,3,duckdb,1.5.2,8a5851971fa,group_by,1,85.899,NA,TRUE,2849922064;474988853,0.011,NA,TRUE,c6id.4xlarge +ip-172-31-18-189,1776437498,1776439970,groupby,G1_1e9_1e2_5_0,1000000000,sum v1 mean v3 by id3,9500001,3,duckdb,1.5.2,8a5851971fa,group_by,2,85.464,NA,TRUE,2849922064;474988853,0.01,NA,TRUE,c6id.4xlarge +ip-172-31-18-189,1776437498,1776439980,groupby,G1_1e9_1e2_5_0,1000000000,mean v1:v3 by id4,96,4,duckdb,1.5.2,8a5851971fa,group_by,1,9.033,NA,TRUE,287.9927;768.0034;4799.897,0.001,NA,TRUE,c6id.4xlarge +ip-172-31-18-189,1776437498,1776439981,groupby,G1_1e9_1e2_5_0,1000000000,mean v1:v3 by id4,96,4,duckdb,1.5.2,8a5851971fa,group_by,2,1.755,NA,TRUE,287.9927;768.0034;4799.897,0.001,NA,TRUE,c6id.4xlarge +ip-172-31-18-189,1776437498,1776440076,groupby,G1_1e9_1e2_5_0,1000000000,sum v1:v3 by id6,9500001,4,duckdb,1.5.2,8a5851971fa,group_by,1,94.985,NA,TRUE,2849922064;7600000111;47498842806,0.018,NA,TRUE,c6id.4xlarge +ip-172-31-18-189,1776437498,1776440172,groupby,G1_1e9_1e2_5_0,1000000000,sum v1:v3 by id6,9500001,4,duckdb,1.5.2,8a5851971fa,group_by,2,94.929,NA,TRUE,2849922064;7600000111;47498842806,0.018,NA,TRUE,c6id.4xlarge +ip-172-31-18-189,1776437498,1776440183,groupby,G1_1e9_1e2_5_0,1000000000,median v3 sd v3 by id4 id5,9216,4,duckdb,1.5.2,8a5851971fa,group_by,1,11.513,NA,TRUE,460786.5;266038.4,0.001,NA,TRUE,c6id.4xlarge +ip-172-31-18-189,1776437498,1776440192,groupby,G1_1e9_1e2_5_0,1000000000,median v3 sd v3 by id4 id5,9216,4,duckdb,1.5.2,8a5851971fa,group_by,2,8.6,NA,TRUE,460786.5;266038.4,0.002,NA,TRUE,c6id.4xlarge +ip-172-31-18-189,1776437498,1776440252,groupby,G1_1e9_1e2_5_0,1000000000,max v1 - min v2 by id3,9500001,2,duckdb,1.5.2,8a5851971fa,group_by,1,59.655,NA,TRUE,37982992,0.003,NA,TRUE,c6id.4xlarge +ip-172-31-18-189,1776437498,1776440313,groupby,G1_1e9_1e2_5_0,1000000000,max v1 - min v2 by id3,9500001,2,duckdb,1.5.2,8a5851971fa,group_by,2,60.769,NA,TRUE,37982992,0.002,NA,TRUE,c6id.4xlarge +ip-172-31-18-189,1776437498,1776440380,groupby,G1_1e9_1e2_5_0,1000000000,largest two v3 by id6,19000002,2,duckdb,1.5.2,8a5851971fa,group_by,1,65.536,NA,TRUE,1870003947,0.21,NA,TRUE,c6id.4xlarge +ip-172-31-18-189,1776437498,1776440446,groupby,G1_1e9_1e2_5_0,1000000000,largest two v3 by id6,19000002,2,duckdb,1.5.2,8a5851971fa,group_by,2,65.278,NA,TRUE,1870003947,0.053,NA,TRUE,c6id.4xlarge +ip-172-31-18-189,1776437498,1776440454,groupby,G1_1e9_1e2_5_0,1000000000,regression v1 v2 by id2 id4,9216,3,duckdb,1.5.2,8a5851971fa,group_by,1,7.681,NA,TRUE,0.09857194,0.002,NA,TRUE,c6id.4xlarge +ip-172-31-18-189,1776437498,1776440458,groupby,G1_1e9_1e2_5_0,1000000000,regression v1 v2 by id2 id4,9216,3,duckdb,1.5.2,8a5851971fa,group_by,2,3.988,NA,TRUE,0.09857194,0.001,NA,TRUE,c6id.4xlarge +ip-172-31-18-189,1776437498,1776440608,groupby,G1_1e9_1e2_5_0,1000000000,sum v3 count by id1:id6,999939563,8,duckdb,1.5.2,8a5851971fa,group_by,1,149.178,NA,TRUE,47498842806;1000000000,1.226,NA,TRUE,c6id.4xlarge +ip-172-31-18-189,1776437498,1776440761,groupby,G1_1e9_1e2_5_0,1000000000,sum v3 count by id1:id6,999939563,8,duckdb,1.5.2,8a5851971fa,group_by,2,151.439,NA,TRUE,47498842806;1000000000,1.15,NA,TRUE,c6id.4xlarge +ip-172-31-18-189,1776454789,1776455057,groupby,G1_1e9_1e2_0_0,1000000000,sum v1 by id1,100,2,duckdb,1.5.2,8a5851971fa,group_by,1,1.696,NA,TRUE,2999924714,0.001,NA,TRUE,c6id.4xlarge +ip-172-31-18-189,1776454789,1776455058,groupby,G1_1e9_1e2_0_0,1000000000,sum v1 by id1,100,2,duckdb,1.5.2,8a5851971fa,group_by,2,0.632,NA,TRUE,2999924714,0.001,NA,TRUE,c6id.4xlarge +ip-172-31-18-189,1776454789,1776455060,groupby,G1_1e9_1e2_0_0,1000000000,sum v1 by id1:id2,10000,3,duckdb,1.5.2,8a5851971fa,group_by,1,1.796,NA,TRUE,2999924714,0.001,NA,TRUE,c6id.4xlarge +ip-172-31-18-189,1776454789,1776455061,groupby,G1_1e9_1e2_0_0,1000000000,sum v1 by id1:id2,10000,3,duckdb,1.5.2,8a5851971fa,group_by,2,1.781,NA,TRUE,2999924714,0.001,NA,TRUE,c6id.4xlarge +ip-172-31-18-189,1776454789,1776455138,groupby,G1_1e9_1e2_0_0,1000000000,sum v1 mean v3 by id3,10000000,3,duckdb,1.5.2,8a5851971fa,group_by,1,75.939,NA,TRUE,2999924714;499986250,0.011,NA,TRUE,c6id.4xlarge +ip-172-31-18-189,1776454789,1776455213,groupby,G1_1e9_1e2_0_0,1000000000,sum v1 mean v3 by id3,10000000,3,duckdb,1.5.2,8a5851971fa,group_by,2,75.467,NA,TRUE,2999924714;499986250,0.011,NA,TRUE,c6id.4xlarge +ip-172-31-18-189,1776454789,1776455222,groupby,G1_1e9_1e2_0_0,1000000000,mean v1:v3 by id4,100,4,duckdb,1.5.2,8a5851971fa,group_by,1,8.408,NA,TRUE,299.9925;799.9993;4999.87,0.001,NA,TRUE,c6id.4xlarge +ip-172-31-18-189,1776454789,1776455224,groupby,G1_1e9_1e2_0_0,1000000000,mean v1:v3 by id4,100,4,duckdb,1.5.2,8a5851971fa,group_by,2,1.619,NA,TRUE,299.9925;799.9993;4999.87,0.001,NA,TRUE,c6id.4xlarge +ip-172-31-18-189,1776454789,1776455324,groupby,G1_1e9_1e2_0_0,1000000000,sum v1:v3 by id6,10000000,4,duckdb,1.5.2,8a5851971fa,group_by,1,99.969,NA,TRUE,2999924714;7999992854;49998699478,0.021,NA,TRUE,c6id.4xlarge +ip-172-31-18-189,1776454789,1776455423,groupby,G1_1e9_1e2_0_0,1000000000,sum v1:v3 by id6,10000000,4,duckdb,1.5.2,8a5851971fa,group_by,2,99.37,NA,TRUE,2999924714;7999992854;49998699478,0.018,NA,TRUE,c6id.4xlarge +ip-172-31-18-189,1776454789,1776455434,groupby,G1_1e9_1e2_0_0,1000000000,median v3 sd v3 by id4 id5,10000,4,duckdb,1.5.2,8a5851971fa,group_by,1,10.927,NA,TRUE,499981.8;288669.2,0.001,NA,TRUE,c6id.4xlarge +ip-172-31-18-189,1776454789,1776455443,groupby,G1_1e9_1e2_0_0,1000000000,median v3 sd v3 by id4 id5,10000,4,duckdb,1.5.2,8a5851971fa,group_by,2,8.6,NA,TRUE,499981.8;288669.2,0.002,NA,TRUE,c6id.4xlarge +ip-172-31-18-189,1776454789,1776455490,groupby,G1_1e9_1e2_0_0,1000000000,max v1 - min v2 by id3,10000000,2,duckdb,1.5.2,8a5851971fa,group_by,1,46.629,NA,TRUE,39987226,0.002,NA,TRUE,c6id.4xlarge +ip-172-31-18-189,1776454789,1776455539,groupby,G1_1e9_1e2_0_0,1000000000,max v1 - min v2 by id3,10000000,2,duckdb,1.5.2,8a5851971fa,group_by,2,48.822,NA,TRUE,39987226,0.003,NA,TRUE,c6id.4xlarge +ip-172-31-18-189,1776454789,1776455610,groupby,G1_1e9_1e2_0_0,1000000000,largest two v3 by id6,20000000,2,duckdb,1.5.2,8a5851971fa,group_by,1,69.715,NA,TRUE,1970001790,0.01,NA,TRUE,c6id.4xlarge +ip-172-31-18-189,1776454789,1776455680,groupby,G1_1e9_1e2_0_0,1000000000,largest two v3 by id6,20000000,2,duckdb,1.5.2,8a5851971fa,group_by,2,69.957,NA,TRUE,1970001790,0.009,NA,TRUE,c6id.4xlarge +ip-172-31-18-189,1776454789,1776455688,groupby,G1_1e9_1e2_0_0,1000000000,regression v1 v2 by id2 id4,10000,3,duckdb,1.5.2,8a5851971fa,group_by,1,7.677,NA,TRUE,0.09821376,0.001,NA,TRUE,c6id.4xlarge +ip-172-31-18-189,1776454789,1776455691,groupby,G1_1e9_1e2_0_0,1000000000,regression v1 v2 by id2 id4,10000,3,duckdb,1.5.2,8a5851971fa,group_by,2,3.468,NA,TRUE,0.09821376,0.002,NA,TRUE,c6id.4xlarge +ip-172-31-18-189,1776454789,1776455826,groupby,G1_1e9_1e2_0_0,1000000000,sum v3 count by id1:id6,1000000000,8,duckdb,1.5.2,8a5851971fa,group_by,1,133.857,NA,TRUE,49998699478;1000000000,0.802,NA,TRUE,c6id.4xlarge +ip-172-31-18-189,1776454789,1776455961,groupby,G1_1e9_1e2_0_0,1000000000,sum v3 count by id1:id6,1000000000,8,duckdb,1.5.2,8a5851971fa,group_by,2,133.925,NA,TRUE,49998699478;1000000000,0.782,NA,TRUE,c6id.4xlarge +ip-172-31-18-189,1776454789,1776456231,groupby,G1_1e9_1e1_0_0,1000000000,sum v1 by id1,10,2,duckdb,1.5.2,8a5851971fa,group_by,1,0.847,NA,TRUE,2999933732,0.001,NA,TRUE,c6id.4xlarge +ip-172-31-18-189,1776454789,1776456232,groupby,G1_1e9_1e1_0_0,1000000000,sum v1 by id1,10,2,duckdb,1.5.2,8a5851971fa,group_by,2,0.595,NA,TRUE,2999933732,0.001,NA,TRUE,c6id.4xlarge +ip-172-31-18-189,1776454789,1776456233,groupby,G1_1e9_1e1_0_0,1000000000,sum v1 by id1:id2,100,3,duckdb,1.5.2,8a5851971fa,group_by,1,0.848,NA,TRUE,2999933732,0.001,NA,TRUE,c6id.4xlarge +ip-172-31-18-189,1776454789,1776456234,groupby,G1_1e9_1e1_0_0,1000000000,sum v1 by id1:id2,100,3,duckdb,1.5.2,8a5851971fa,group_by,2,0.83,NA,TRUE,2999933732,0.001,NA,TRUE,c6id.4xlarge +ip-172-31-18-189,1776454789,1776456310,groupby,G1_1e9_1e1_0_0,1000000000,sum v1 mean v3 by id3,99995434,3,duckdb,1.5.2,8a5851971fa,group_by,1,76.144,NA,TRUE,2999933732;4999733095,0.089,NA,TRUE,c6id.4xlarge +ip-172-31-18-189,1776454789,1776456383,groupby,G1_1e9_1e1_0_0,1000000000,sum v1 mean v3 by id3,99995434,3,duckdb,1.5.2,8a5851971fa,group_by,2,73.079,NA,TRUE,2999933732;4999733095,0.099,NA,TRUE,c6id.4xlarge +ip-172-31-18-189,1776454789,1776456392,groupby,G1_1e9_1e1_0_0,1000000000,mean v1:v3 by id4,10,4,duckdb,1.5.2,8a5851971fa,group_by,1,8.388,NA,TRUE,29.99934;79.99944;499.9972,0.001,NA,TRUE,c6id.4xlarge +ip-172-31-18-189,1776454789,1776456394,groupby,G1_1e9_1e1_0_0,1000000000,mean v1:v3 by id4,10,4,duckdb,1.5.2,8a5851971fa,group_by,2,1.657,NA,TRUE,29.99934;79.99944;499.9972,0.001,NA,TRUE,c6id.4xlarge +ip-172-31-18-189,1776454789,1776456492,groupby,G1_1e9_1e1_0_0,1000000000,sum v1:v3 by id6,99995520,4,duckdb,1.5.2,8a5851971fa,group_by,1,98.458,NA,TRUE,2999933732;7999944432;49999721740,0.165,NA,TRUE,c6id.4xlarge +ip-172-31-18-189,1776454789,1776456589,groupby,G1_1e9_1e1_0_0,1000000000,sum v1:v3 by id6,99995520,4,duckdb,1.5.2,8a5851971fa,group_by,2,96.285,NA,TRUE,2999933732;7999944432;49999721740,0.165,NA,TRUE,c6id.4xlarge +ip-172-31-18-189,1776454789,1776456623,groupby,G1_1e9_1e1_0_0,1000000000,median v3 sd v3 by id4 id5,100,4,duckdb,1.5.2,8a5851971fa,group_by,1,33.934,NA,TRUE,4999.949;2886.7,0.001,NA,TRUE,c6id.4xlarge +ip-172-31-18-189,1776454789,1776456651,groupby,G1_1e9_1e1_0_0,1000000000,median v3 sd v3 by id4 id5,100,4,duckdb,1.5.2,8a5851971fa,group_by,2,28.168,NA,TRUE,4999.949;2886.7,0.002,NA,TRUE,c6id.4xlarge +ip-172-31-18-189,1776454789,1776456699,groupby,G1_1e9_1e1_0_0,1000000000,max v1 - min v2 by id3,99995434,2,duckdb,1.5.2,8a5851971fa,group_by,1,47.281,NA,TRUE,278916351,0.014,NA,TRUE,c6id.4xlarge +ip-172-31-18-189,1776454789,1776456745,groupby,G1_1e9_1e1_0_0,1000000000,max v1 - min v2 by id3,99995434,2,duckdb,1.5.2,8a5851971fa,group_by,2,45.997,NA,TRUE,278916351,0.013,NA,TRUE,c6id.4xlarge +ip-172-31-18-189,1776454789,1776456818,groupby,G1_1e9_1e1_0_0,1000000000,largest two v3 by id6,199945478,2,duckdb,1.5.2,8a5851971fa,group_by,1,71.607,NA,TRUE,17000225999,0.168,NA,TRUE,c6id.4xlarge +ip-172-31-18-189,1776454789,1776456889,groupby,G1_1e9_1e1_0_0,1000000000,largest two v3 by id6,199945478,2,duckdb,1.5.2,8a5851971fa,group_by,2,70.164,NA,TRUE,17000225999,0.102,NA,TRUE,c6id.4xlarge +ip-172-31-18-189,1776454789,1776456896,groupby,G1_1e9_1e1_0_0,1000000000,regression v1 v2 by id2 id4,100,3,duckdb,1.5.2,8a5851971fa,group_by,1,6.142,NA,TRUE,0.000008661068,0.001,NA,TRUE,c6id.4xlarge +ip-172-31-18-189,1776454789,1776456898,groupby,G1_1e9_1e1_0_0,1000000000,regression v1 v2 by id2 id4,100,3,duckdb,1.5.2,8a5851971fa,group_by,2,1.972,NA,TRUE,0.000008661068,0.001,NA,TRUE,c6id.4xlarge +ip-172-31-18-189,1776454789,1776457034,groupby,G1_1e9_1e1_0_0,1000000000,sum v3 count by id1:id6,1000000000,8,duckdb,1.5.2,8a5851971fa,group_by,1,135.533,NA,TRUE,49999721740;1000000000,0.867,NA,TRUE,c6id.4xlarge +ip-172-31-18-189,1776454789,1776457172,groupby,G1_1e9_1e1_0_0,1000000000,sum v3 count by id1:id6,1000000000,8,duckdb,1.5.2,8a5851971fa,group_by,2,135.946,NA,TRUE,49999721740;1000000000,0.841,NA,TRUE,c6id.4xlarge +ip-172-31-18-189,1776454789,1776457429,groupby,G1_1e9_2e0_0_0,1000000000,sum v1 by id1,2,2,duckdb,1.5.2,8a5851971fa,group_by,1,0.824,NA,TRUE,2999997259,0.001,NA,TRUE,c6id.4xlarge +ip-172-31-18-189,1776454789,1776457430,groupby,G1_1e9_2e0_0_0,1000000000,sum v1 by id1,2,2,duckdb,1.5.2,8a5851971fa,group_by,2,0.6,NA,TRUE,2999997259,0.001,NA,TRUE,c6id.4xlarge +ip-172-31-18-189,1776454789,1776457431,groupby,G1_1e9_2e0_0_0,1000000000,sum v1 by id1:id2,4,3,duckdb,1.5.2,8a5851971fa,group_by,1,0.84,NA,TRUE,2999997259,0.002,NA,TRUE,c6id.4xlarge +ip-172-31-18-189,1776454789,1776457432,groupby,G1_1e9_2e0_0_0,1000000000,sum v1 by id1:id2,4,3,duckdb,1.5.2,8a5851971fa,group_by,2,0.833,NA,TRUE,2999997259,0.001,NA,TRUE,c6id.4xlarge +ip-172-31-18-189,1776454789,1776457511,groupby,G1_1e9_2e0_0_0,1000000000,sum v1 mean v3 by id3,432315576,3,duckdb,1.5.2,8a5851971fa,group_by,1,78.359,NA,TRUE,2999997259;21616611234,0.642,NA,TRUE,c6id.4xlarge +ip-172-31-18-189,1776454789,1776457587,groupby,G1_1e9_2e0_0_0,1000000000,sum v1 mean v3 by id3,432315576,3,duckdb,1.5.2,8a5851971fa,group_by,2,75.139,NA,TRUE,2999997259;21616611234,0.645,NA,TRUE,c6id.4xlarge +ip-172-31-18-189,1776454789,1776457594,groupby,G1_1e9_2e0_0_0,1000000000,mean v1:v3 by id4,2,4,duckdb,1.5.2,8a5851971fa,group_by,1,6.705,NA,TRUE,5.999995;15.9999;100.0035,0.002,NA,TRUE,c6id.4xlarge +ip-172-31-18-189,1776454789,1776457596,groupby,G1_1e9_2e0_0_0,1000000000,mean v1:v3 by id4,2,4,duckdb,1.5.2,8a5851971fa,group_by,2,1.644,NA,TRUE,5.999995;15.9999;100.0035,0.001,NA,TRUE,c6id.4xlarge +ip-172-31-18-189,1776454789,1776457694,groupby,G1_1e9_2e0_0_0,1000000000,sum v1:v3 by id6,432336311,4,duckdb,1.5.2,8a5851971fa,group_by,1,96.106,NA,TRUE,2999997259;7999948710;50001752881,2.041,NA,TRUE,c6id.4xlarge