Benchmarks
Date Lang Batch Benchmark Mean Z-Score Error
2023-01-19 22:54 R tpch arrow, parquet, memory_map=False, TPCH-01, scale_factor=0.01, R 0.178 s -0.678
2023-01-19 22:54 R tpch arrow, parquet, memory_map=False, TPCH-01, scale_factor=0.1, R 0.212 s -3.036
2023-01-19 22:54 R tpch arrow, native, memory_map=False, TPCH-01, scale_factor=1, R 0.319 s -1.253
2023-01-19 22:54 R tpch arrow, parquet, memory_map=False, TPCH-01, scale_factor=1, R 0.562 s -2.136
2023-01-19 22:54 R tpch arrow, native, memory_map=False, TPCH-01, scale_factor=0.01, R 0.148 s -2.805
2023-01-19 22:54 R tpch arrow, native, memory_map=False, TPCH-01, scale_factor=0.1, R 0.162 s -3.524
2023-01-19 22:55 R tpch arrow, native, memory_map=False, TPCH-01, scale_factor=10, R 1.907 s -0.371
2023-01-19 22:55 R tpch arrow, parquet, memory_map=False, TPCH-01, scale_factor=10, R 3.596 s -0.694
2023-01-19 22:56 R tpch arrow, native, memory_map=False, TPCH-02, scale_factor=0.1, R 0.213 s -3.374
2023-01-19 22:55 R tpch arrow, native, memory_map=False, TPCH-02, scale_factor=0.01, R 0.205 s -2.901
2023-01-19 22:55 R tpch arrow, parquet, memory_map=False, TPCH-02, scale_factor=0.01, R 0.245 s -3.060
2023-01-19 22:56 R tpch arrow, parquet, memory_map=False, TPCH-02, scale_factor=0.1, R 0.257 s -2.930
2023-01-19 22:56 R tpch arrow, native, memory_map=False, TPCH-02, scale_factor=1, R 0.267 s -2.975
2023-01-19 22:56 R tpch arrow, parquet, memory_map=False, TPCH-02, scale_factor=1, R 0.340 s -3.330
2023-01-19 22:56 R tpch arrow, native, memory_map=False, TPCH-02, scale_factor=10, R 0.820 s -1.620
2023-01-19 22:56 R tpch arrow, native, memory_map=False, TPCH-03, scale_factor=0.01, R 0.169 s -3.128
2023-01-19 22:56 R tpch arrow, parquet, memory_map=False, TPCH-02, scale_factor=10, R 1.172 s -1.022
2023-01-19 22:57 R tpch arrow, parquet, memory_map=False, TPCH-03, scale_factor=0.01, R 0.201 s -3.298
2023-01-19 22:57 R tpch arrow, native, memory_map=False, TPCH-03, scale_factor=0.1, R 0.174 s -2.557
2023-01-19 22:57 R tpch arrow, parquet, memory_map=False, TPCH-03, scale_factor=0.1, R 0.229 s -2.922
2023-01-19 22:57 R tpch arrow, native, memory_map=False, TPCH-03, scale_factor=1, R 0.272 s -2.706
2023-01-19 22:57 R tpch arrow, parquet, memory_map=False, TPCH-03, scale_factor=1, R 0.490 s -1.291
2023-01-19 22:58 R tpch arrow, native, memory_map=False, TPCH-04, scale_factor=0.01, R 0.144 s -0.582
2023-01-19 22:58 R tpch arrow, parquet, memory_map=False, TPCH-03, scale_factor=10, R 3.085 s -0.882
2023-01-19 22:58 R tpch arrow, native, memory_map=False, TPCH-03, scale_factor=10, R 1.236 s -0.929
2023-01-19 22:59 R tpch arrow, native, memory_map=False, TPCH-04, scale_factor=1, R 0.252 s -1.938
2023-01-19 22:58 R tpch arrow, parquet, memory_map=False, TPCH-04, scale_factor=0.01, R 0.170 s -2.276
2023-01-19 22:58 R tpch arrow, native, memory_map=False, TPCH-04, scale_factor=0.1, R 0.151 s -1.796
2023-01-19 22:58 R tpch arrow, parquet, memory_map=False, TPCH-04, scale_factor=0.1, R 0.180 s -2.280
2023-01-19 22:59 R tpch arrow, parquet, memory_map=False, TPCH-04, scale_factor=1, R 0.276 s -2.769
2023-01-19 22:59 R tpch arrow, native, memory_map=False, TPCH-04, scale_factor=10, R 1.234 s -0.466
2023-01-19 23:00 R tpch arrow, parquet, memory_map=False, TPCH-04, scale_factor=10, R 1.090 s -1.307
2023-01-19 23:00 R tpch arrow, native, memory_map=False, TPCH-05, scale_factor=0.01, R 0.189 s -2.667
2023-01-19 23:00 R tpch arrow, parquet, memory_map=False, TPCH-05, scale_factor=0.01, R 0.230 s -2.457
2023-01-19 23:00 R tpch arrow, native, memory_map=False, TPCH-05, scale_factor=0.1, R 0.193 s -2.233
2023-01-19 23:00 R tpch arrow, parquet, memory_map=False, TPCH-05, scale_factor=0.1, R 0.264 s -3.600
2023-01-19 23:00 R tpch arrow, native, memory_map=False, TPCH-05, scale_factor=1, R 0.252 s -3.265
2023-01-19 23:00 R tpch arrow, parquet, memory_map=False, TPCH-05, scale_factor=1, R 0.559 s -4.164
2023-01-19 23:01 R tpch arrow, native, memory_map=False, TPCH-05, scale_factor=10, R 0.830 s -1.785
2023-01-19 23:01 R tpch arrow, native, memory_map=False, TPCH-06, scale_factor=0.01, R 0.118 s -2.211
2023-01-19 23:01 R tpch arrow, parquet, memory_map=False, TPCH-05, scale_factor=10, R 3.274 s -3.871
2023-01-19 23:02 R tpch arrow, native, memory_map=False, TPCH-06, scale_factor=0.1, R 0.121 s -2.187
2023-01-19 23:01 R tpch arrow, parquet, memory_map=False, TPCH-06, scale_factor=0.01, R 0.156 s -3.070
2023-01-19 23:02 R tpch arrow, parquet, memory_map=False, TPCH-06, scale_factor=1, R 0.407 s -0.933
2023-01-19 23:02 R tpch arrow, parquet, memory_map=False, TPCH-06, scale_factor=0.1, R 0.180 s -3.162
2023-01-19 23:02 R tpch arrow, native, memory_map=False, TPCH-06, scale_factor=1, R 0.152 s -2.434
2023-01-19 23:02 R tpch arrow, native, memory_map=False, TPCH-06, scale_factor=10, R 0.475 s -1.477
2023-01-19 23:03 R tpch arrow, native, memory_map=False, TPCH-07, scale_factor=0.01, R 0.211 s -3.076
2023-01-19 23:05 R tpch arrow, native, memory_map=False, TPCH-08, scale_factor=0.1, R 0.250 s -1.698
2023-01-19 23:03 R tpch arrow, parquet, memory_map=False, TPCH-06, scale_factor=10, R 2.550 s -1.345
2023-01-19 23:03 R tpch arrow, native, memory_map=False, TPCH-07, scale_factor=0.1, R 0.215 s -2.824
2023-01-19 23:05 R tpch arrow, native, memory_map=False, TPCH-08, scale_factor=1, R 0.288 s -3.324
2023-01-19 23:06 R tpch arrow, native, memory_map=False, TPCH-09, scale_factor=0.01, R 0.197 s -2.492
2023-01-19 23:05 R tpch arrow, parquet, memory_map=False, TPCH-08, scale_factor=1, R 0.592 s -1.639
2023-01-19 23:03 R tpch arrow, native, memory_map=False, TPCH-07, scale_factor=1, R 0.290 s -2.935
2023-01-19 23:04 R tpch arrow, native, memory_map=False, TPCH-07, scale_factor=10, R 0.972 s -2.213
2023-01-19 23:04 R tpch arrow, native, memory_map=False, TPCH-08, scale_factor=0.01, R 0.247 s -3.178
2023-01-19 23:07 R tpch arrow, native, memory_map=False, TPCH-09, scale_factor=10, R 1.153 s -1.857
2023-01-19 23:08 R tpch arrow, native, memory_map=False, TPCH-10, scale_factor=0.01, R 0.185 s -1.035
2023-01-19 23:03 R tpch arrow, parquet, memory_map=False, TPCH-07, scale_factor=0.01, R 0.248 s -2.228
2023-01-19 23:03 R tpch arrow, parquet, memory_map=False, TPCH-07, scale_factor=1, R 0.552 s -1.346
2023-01-19 23:04 R tpch arrow, parquet, memory_map=False, TPCH-07, scale_factor=10, R 3.198 s -0.857
2023-01-19 23:05 R tpch arrow, parquet, memory_map=False, TPCH-08, scale_factor=0.01, R 0.293 s -2.911
2023-01-19 23:06 R tpch arrow, parquet, memory_map=False, TPCH-09, scale_factor=0.1, R 0.280 s -1.342
2023-01-19 23:07 R tpch arrow, parquet, memory_map=False, TPCH-09, scale_factor=1, R 0.626 s -0.959
2023-01-19 23:07 R tpch arrow, native, memory_map=False, TPCH-09, scale_factor=1, R 0.307 s -1.895
2023-01-19 23:03 R tpch arrow, parquet, memory_map=False, TPCH-07, scale_factor=0.1, R 0.278 s -2.653
2023-01-19 23:06 R tpch arrow, parquet, memory_map=False, TPCH-08, scale_factor=10, R 3.420 s -1.028
2023-01-19 23:08 R tpch arrow, parquet, memory_map=False, TPCH-09, scale_factor=10, R 4.147 s -0.220
2023-01-19 23:08 R tpch arrow, parquet, memory_map=False, TPCH-10, scale_factor=0.01, R 0.222 s -2.846
2023-01-19 23:06 R tpch arrow, parquet, memory_map=False, TPCH-09, scale_factor=0.01, R 0.241 s -3.342
2023-01-19 23:06 R tpch arrow, native, memory_map=False, TPCH-09, scale_factor=0.1, R 0.213 s -2.725
2023-01-19 23:09 R tpch arrow, parquet, memory_map=False, TPCH-10, scale_factor=1, R 0.542 s -1.325
2023-01-19 23:05 R tpch arrow, parquet, memory_map=False, TPCH-08, scale_factor=0.1, R 0.323 s -3.087
2023-01-19 23:08 R tpch arrow, native, memory_map=False, TPCH-10, scale_factor=0.1, R 0.193 s -0.321
2023-01-19 23:06 R tpch arrow, native, memory_map=False, TPCH-08, scale_factor=10, R 0.671 s -2.712
2023-01-19 23:08 R tpch arrow, native, memory_map=False, TPCH-10, scale_factor=1, R 0.271 s -2.766
2023-01-19 23:09 R tpch arrow, native, memory_map=False, TPCH-10, scale_factor=10, R 1.032 s -0.916
2023-01-19 23:08 R tpch arrow, parquet, memory_map=False, TPCH-10, scale_factor=0.1, R 0.253 s -2.815
2023-01-19 23:10 R tpch arrow, parquet, memory_map=False, TPCH-11, scale_factor=0.01, R 0.193 s -2.299
2023-01-19 23:10 R tpch arrow, native, memory_map=False, TPCH-11, scale_factor=0.01, R 0.155 s -2.683
2023-01-19 23:09 R tpch arrow, parquet, memory_map=False, TPCH-10, scale_factor=10, R 3.309 s 0.123
2023-01-19 23:10 R tpch arrow, parquet, memory_map=False, TPCH-11, scale_factor=0.1, R 0.234 s -3.661
2023-01-19 23:10 R tpch arrow, native, memory_map=False, TPCH-11, scale_factor=0.1, R 0.172 s -3.299
2023-01-19 23:10 R tpch arrow, native, memory_map=False, TPCH-11, scale_factor=1, R 0.272 s -2.591
2023-01-19 23:11 R tpch arrow, parquet, memory_map=False, TPCH-11, scale_factor=10, R 3.711 s -0.257
2023-01-19 23:10 R tpch arrow, parquet, memory_map=False, TPCH-11, scale_factor=1, R 0.528 s -1.013
2023-01-19 23:11 R tpch arrow, native, memory_map=False, TPCH-12, scale_factor=0.01, R 0.153 s -3.036
2023-01-19 23:11 R tpch arrow, parquet, memory_map=False, TPCH-12, scale_factor=0.01, R 0.190 s -2.315
2023-01-19 23:10 R tpch arrow, native, memory_map=False, TPCH-11, scale_factor=10, R 1.473 s -1.097
2023-01-19 23:11 R tpch arrow, native, memory_map=False, TPCH-12, scale_factor=0.1, R 0.211 s -2.088
2023-01-19 23:11 R tpch arrow, parquet, memory_map=False, TPCH-12, scale_factor=0.1, R 0.288 s -1.668
2023-01-19 23:11 R tpch arrow, native, memory_map=False, TPCH-12, scale_factor=1, R 0.492 s -1.608
2023-01-19 23:11 R tpch arrow, parquet, memory_map=False, TPCH-12, scale_factor=1, R 1.210 s -0.926
2023-01-19 23:12 R tpch arrow, native, memory_map=False, TPCH-12, scale_factor=10, R 3.438 s -0.959
2023-01-19 23:13 R tpch arrow, parquet, memory_map=False, TPCH-12, scale_factor=10, R 9.491 s -1.624
2023-01-19 23:13 R tpch arrow, native, memory_map=False, TPCH-13, scale_factor=0.01, R 0.134 s -2.757
2023-01-19 23:13 R tpch arrow, parquet, memory_map=False, TPCH-13, scale_factor=0.01, R 0.175 s -1.603
2023-01-19 23:13 R tpch arrow, parquet, memory_map=False, TPCH-13, scale_factor=0.1, R 0.307 s -2.025
2023-01-19 23:13 R tpch arrow, native, memory_map=False, TPCH-13, scale_factor=0.1, R 0.234 s -2.793
2023-01-19 23:13 R tpch arrow, native, memory_map=False, TPCH-13, scale_factor=1, R 0.648 s -1.040
2023-01-19 23:14 R tpch arrow, parquet, memory_map=False, TPCH-13, scale_factor=1, R 0.897 s -0.457
2023-01-19 23:14 R tpch arrow, native, memory_map=False, TPCH-13, scale_factor=10, R 5.120 s -1.097
2023-01-19 23:15 R tpch arrow, native, memory_map=False, TPCH-14, scale_factor=0.01, R 0.165 s -4.012
2023-01-19 23:14 R tpch arrow, parquet, memory_map=False, TPCH-13, scale_factor=10, R 7.276 s -0.120
2023-01-19 23:15 R tpch arrow, parquet, memory_map=False, TPCH-14, scale_factor=0.1, R 0.273 s -3.076
2023-01-19 23:15 R tpch arrow, parquet, memory_map=False, TPCH-14, scale_factor=0.01, R 0.200 s -2.582
2023-01-19 23:15 R tpch arrow, native, memory_map=False, TPCH-14, scale_factor=0.1, R 0.186 s -2.464
2023-01-19 23:15 R tpch arrow, native, memory_map=False, TPCH-14, scale_factor=1, R 0.376 s -3.255
2023-01-19 23:15 R tpch arrow, parquet, memory_map=False, TPCH-14, scale_factor=1, R 1.007 s -0.916
2023-01-19 23:16 R tpch arrow, native, memory_map=False, TPCH-14, scale_factor=10, R 2.225 s -1.318
2023-01-19 23:16 R tpch arrow, parquet, memory_map=False, TPCH-14, scale_factor=10, R 7.682 s -0.842
2023-01-19 23:17 R tpch arrow, native, memory_map=False, TPCH-15, scale_factor=0.01, R 0.154 s -2.794
2023-01-19 23:17 R tpch arrow, parquet, memory_map=False, TPCH-15, scale_factor=0.01, R 0.187 s -2.846
2023-01-19 23:17 R tpch arrow, native, memory_map=False, TPCH-15, scale_factor=0.1, R 0.160 s -3.693
2023-01-19 23:17 R tpch arrow, parquet, memory_map=False, TPCH-15, scale_factor=0.1, R 0.216 s -3.323
2023-01-19 23:17 R tpch arrow, parquet, memory_map=False, TPCH-15, scale_factor=1, R 0.483 s -0.647
2023-01-19 23:17 R tpch arrow, native, memory_map=False, TPCH-15, scale_factor=1, R 0.218 s -0.919
2023-01-19 23:18 R tpch arrow, native, memory_map=False, TPCH-15, scale_factor=10, R 0.867 s -1.401
2023-01-19 23:18 R tpch arrow, parquet, memory_map=False, TPCH-15, scale_factor=10, R 3.145 s -2.456
2023-01-19 23:18 R tpch arrow, native, memory_map=False, TPCH-16, scale_factor=0.01, R 0.143 s -3.274
2023-01-19 23:18 R tpch arrow, parquet, memory_map=False, TPCH-16, scale_factor=0.01, R 0.176 s -2.911
2023-01-19 23:18 R tpch arrow, native, memory_map=False, TPCH-16, scale_factor=0.1, R 0.161 s -2.822
2023-01-19 23:18 R tpch arrow, parquet, memory_map=False, TPCH-16, scale_factor=0.1, R 0.216 s -3.545
2023-01-19 23:19 R tpch arrow, parquet, memory_map=False, TPCH-16, scale_factor=1, R 0.455 s -0.768
2023-01-19 23:19 R tpch arrow, native, memory_map=False, TPCH-16, scale_factor=1, R 0.246 s -2.404
2023-01-19 23:19 R tpch arrow, native, memory_map=False, TPCH-16, scale_factor=10, R 1.165 s -1.614
2023-01-19 23:19 R tpch arrow, parquet, memory_map=False, TPCH-16, scale_factor=10, R 3.159 s -1.707
2023-01-19 23:19 R tpch arrow, native, memory_map=False, TPCH-17, scale_factor=0.01, R 0.162 s -3.045
2023-01-19 23:19 R tpch arrow, parquet, memory_map=False, TPCH-17, scale_factor=0.01, R 0.207 s -3.013
2023-01-19 23:20 R tpch arrow, native, memory_map=False, TPCH-17, scale_factor=0.1, R 0.166 s -3.162
2023-01-19 23:20 R tpch arrow, parquet, memory_map=False, TPCH-17, scale_factor=0.1, R 0.289 s -2.058
2023-01-19 23:20 R tpch arrow, native, memory_map=False, TPCH-17, scale_factor=1, R 0.231 s -2.983
2023-01-19 23:20 R tpch arrow, parquet, memory_map=False, TPCH-17, scale_factor=1, R 1.258 s -1.038
2023-01-19 23:21 R tpch arrow, parquet, memory_map=False, TPCH-17, scale_factor=10, R 9.499 s 0.344
2023-01-19 23:21 R tpch arrow, native, memory_map=False, TPCH-18, scale_factor=0.1, R 0.157 s -3.442
2023-01-19 23:22 R tpch arrow, parquet, memory_map=False, TPCH-18, scale_factor=1, R 0.546 s -1.013
2023-01-19 23:21 R tpch arrow, native, memory_map=False, TPCH-17, scale_factor=10, R 0.871 s -3.090
2023-01-19 23:21 R tpch arrow, parquet, memory_map=False, TPCH-18, scale_factor=0.01, R 0.181 s -3.580
2023-01-19 23:21 R tpch arrow, native, memory_map=False, TPCH-18, scale_factor=0.01, R 0.144 s -0.436
2023-01-19 23:22 R tpch arrow, parquet, memory_map=False, TPCH-18, scale_factor=0.1, R 0.205 s -2.576
2023-01-19 23:22 R tpch arrow, native, memory_map=False, TPCH-18, scale_factor=1, R 0.336 s -3.536
2023-01-19 23:23 R tpch arrow, native, memory_map=False, TPCH-18, scale_factor=10, R 2.992 s -0.433
2023-01-19 23:23 R tpch arrow, native, memory_map=False, TPCH-19, scale_factor=0.1, R 0.270 s -3.137
2023-01-19 23:23 R tpch arrow, native, memory_map=False, TPCH-19, scale_factor=0.01, R 0.199 s -3.219
2023-01-19 23:23 R tpch arrow, parquet, memory_map=False, TPCH-19, scale_factor=0.01, R 0.239 s -2.920
2023-01-19 23:23 R tpch arrow, parquet, memory_map=False, TPCH-18, scale_factor=10, R 4.467 s -0.267
2023-01-19 23:23 R tpch arrow, parquet, memory_map=False, TPCH-19, scale_factor=0.1, R 0.345 s -1.424
2023-01-19 23:24 R tpch arrow, native, memory_map=False, TPCH-19, scale_factor=1, R 0.978 s -1.031
2023-01-19 23:24 R tpch arrow, parquet, memory_map=False, TPCH-19, scale_factor=1, R 1.617 s -1.360
2023-01-19 23:26 R tpch arrow, parquet, memory_map=False, TPCH-19, scale_factor=10, R 15.043 s -1.505
2023-01-19 23:28 R tpch arrow, parquet, memory_map=False, TPCH-20, scale_factor=10, R 8.284 s -0.104
2023-01-19 23:25 R tpch arrow, native, memory_map=False, TPCH-19, scale_factor=10, R 10.217 s -0.520
2023-01-19 23:28 R tpch arrow, native, memory_map=False, TPCH-21, scale_factor=0.1, R 0.510 s -1.271
2023-01-19 23:26 R tpch arrow, parquet, memory_map=False, TPCH-20, scale_factor=0.01, R 0.241 s -2.750
2023-01-19 23:26 R tpch arrow, parquet, memory_map=False, TPCH-20, scale_factor=1, R 1.126 s -0.916
2023-01-19 23:28 R tpch arrow, parquet, memory_map=False, TPCH-21, scale_factor=0.1, R 0.614 s -2.088
2023-01-19 23:26 R tpch arrow, parquet, memory_map=False, TPCH-20, scale_factor=0.1, R 0.313 s -2.914
2023-01-19 23:28 R tpch arrow, native, memory_map=False, TPCH-21, scale_factor=0.01, R 0.293 s -2.956
2023-01-19 23:26 R tpch arrow, native, memory_map=False, TPCH-20, scale_factor=0.01, R 0.190 s -2.858
2023-01-19 23:26 R tpch arrow, native, memory_map=False, TPCH-20, scale_factor=0.1, R 0.194 s -2.827
2023-01-19 23:26 R tpch arrow, native, memory_map=False, TPCH-20, scale_factor=1, R 0.246 s -2.643
2023-01-19 23:27 R tpch arrow, native, memory_map=False, TPCH-20, scale_factor=10, R 0.791 s -0.937
2023-01-19 23:28 R tpch arrow, parquet, memory_map=False, TPCH-21, scale_factor=0.01, R 0.342 s -3.127
2023-01-19 23:28 R tpch arrow, native, memory_map=False, TPCH-21, scale_factor=1, R 2.598 s -1.260
2023-01-19 23:29 R tpch arrow, parquet, memory_map=False, TPCH-21, scale_factor=1, R 3.228 s -1.851
2023-01-19 23:30 R tpch arrow, parquet, memory_map=False, TPCH-22, scale_factor=0.01, R 0.176 s -2.587
2023-01-19 23:30 R tpch arrow, native, memory_map=False, TPCH-22, scale_factor=0.01, R 0.142 s -2.895
2023-01-19 23:30 R tpch arrow, native, memory_map=False, TPCH-22, scale_factor=0.1, R 0.146 s -2.934
2023-01-19 23:30 R tpch arrow, parquet, memory_map=False, TPCH-22, scale_factor=1, R 0.393 s -1.655
2023-01-19 23:30 R tpch arrow, parquet, memory_map=False, TPCH-22, scale_factor=0.1, R 0.198 s -3.006
2023-01-19 23:30 R tpch arrow, native, memory_map=False, TPCH-22, scale_factor=1, R 0.164 s -3.129
2023-01-19 23:30 R tpch arrow, native, memory_map=False, TPCH-22, scale_factor=10, R 0.329 s -2.347
2023-01-19 23:31 R tpch arrow, parquet, memory_map=False, TPCH-22, scale_factor=10, R 2.477 s -2.854