Benchmarks
Date Lang Batch Benchmark Mean Z-Score Error
2022-11-08 23:25 R tpch arrow, native, memory_map=False, TPCH-01, scale_factor=1, R 0.314 s 0.207
2022-11-08 23:27 R tpch arrow, parquet, memory_map=False, TPCH-02, scale_factor=1, R 0.322 s 0.340
2022-11-08 23:29 R tpch arrow, parquet, memory_map=False, TPCH-04, scale_factor=0.01, R 0.164 s 0.267
2022-11-08 23:33 R tpch arrow, parquet, memory_map=False, TPCH-06, scale_factor=1, R 0.389 s 0.033
2022-11-08 23:36 R tpch arrow, native, memory_map=False, TPCH-08, scale_factor=1, R 0.266 s 0.505
2022-11-08 23:36 R tpch arrow, parquet, memory_map=False, TPCH-08, scale_factor=1, R 0.569 s 0.318
2022-11-08 23:37 R tpch arrow, parquet, memory_map=False, TPCH-09, scale_factor=0.1, R 0.265 s 0.453
2022-11-08 23:42 R tpch arrow, parquet, memory_map=False, TPCH-12, scale_factor=0.1, R 0.273 s 0.187
2022-11-08 23:44 R tpch arrow, native, memory_map=False, TPCH-13, scale_factor=0.1, R 0.218 s 0.695
2022-11-08 23:25 R tpch arrow, parquet, memory_map=False, TPCH-01, scale_factor=0.01, R 0.171 s 0.198
2022-11-08 23:25 R tpch arrow, native, memory_map=False, TPCH-01, scale_factor=0.1, R 0.152 s 0.181
2022-11-08 23:29 R tpch arrow, native, memory_map=False, TPCH-04, scale_factor=0.1, R 0.143 s 0.628
2022-11-08 23:31 R tpch arrow, native, memory_map=False, TPCH-05, scale_factor=0.01, R 0.177 s 0.624
2022-11-08 23:31 R tpch arrow, native, memory_map=False, TPCH-05, scale_factor=1, R 0.238 s 0.560
2022-11-08 23:37 R tpch arrow, native, memory_map=False, TPCH-09, scale_factor=0.1, R 0.200 s 0.631
2022-11-08 23:42 R tpch arrow, native, memory_map=False, TPCH-12, scale_factor=1, R 0.464 s 0.325
2022-11-08 23:47 R tpch arrow, native, memory_map=False, TPCH-15, scale_factor=0.01, R 0.142 s 0.567
2022-11-08 23:47 R tpch arrow, native, memory_map=False, TPCH-15, scale_factor=1, R 0.207 s 0.398
2022-11-08 23:52 R tpch arrow, native, memory_map=False, TPCH-18, scale_factor=1, R 0.328 s 0.555
2022-11-08 23:55 R tpch arrow, native, memory_map=False, TPCH-19, scale_factor=10, R 10.156 s 0.338
2022-11-08 23:58 R tpch arrow, parquet, memory_map=False, TPCH-21, scale_factor=0.01, R 0.313 s 0.364
2022-11-08 23:29 R tpch arrow, parquet, memory_map=False, TPCH-04, scale_factor=0.1, R 0.173 s 0.301
2022-11-08 23:30 R tpch arrow, native, memory_map=False, TPCH-04, scale_factor=1, R 0.245 s 0.620
2022-11-08 23:34 R tpch arrow, native, memory_map=False, TPCH-07, scale_factor=0.01, R 0.195 s 0.591
2022-11-08 23:35 R tpch arrow, native, memory_map=False, TPCH-07, scale_factor=10, R 0.944 s 0.646
2022-11-08 23:39 R tpch arrow, native, memory_map=False, TPCH-10, scale_factor=0.01, R 0.173 s 0.634
2022-11-08 23:39 R tpch arrow, native, memory_map=False, TPCH-10, scale_factor=1, R 0.272 s 0.630
2022-11-08 23:40 R tpch arrow, native, memory_map=False, TPCH-11, scale_factor=0.1, R 0.159 s 0.606
2022-11-08 23:41 R tpch arrow, parquet, memory_map=False, TPCH-11, scale_factor=0.1, R 0.220 s 0.337
2022-11-08 23:42 R tpch arrow, parquet, memory_map=False, TPCH-12, scale_factor=1, R 1.149 s 0.586
2022-11-08 23:48 R tpch arrow, parquet, memory_map=False, TPCH-15, scale_factor=1, R 0.469 s 0.354
2022-11-08 23:49 R tpch arrow, native, memory_map=False, TPCH-16, scale_factor=0.1, R 0.152 s 0.517
2022-11-08 23:50 R tpch arrow, native, memory_map=False, TPCH-17, scale_factor=1, R 0.216 s 0.463
2022-11-08 23:25 R tpch arrow, native, memory_map=False, TPCH-01, scale_factor=0.01, R 0.140 s 0.040
2022-11-08 23:27 R tpch arrow, parquet, memory_map=False, TPCH-02, scale_factor=0.01, R 0.232 s 0.278
2022-11-08 23:27 R tpch arrow, native, memory_map=False, TPCH-02, scale_factor=0.1, R 0.198 s 0.497
2022-11-08 23:27 R tpch arrow, native, memory_map=False, TPCH-02, scale_factor=1, R 0.257 s 0.345
2022-11-08 23:28 R tpch arrow, parquet, memory_map=False, TPCH-03, scale_factor=1, R 0.472 s 0.308
2022-11-08 23:31 R tpch arrow, parquet, memory_map=False, TPCH-04, scale_factor=10, R 1.052 s 1.719
2022-11-08 23:31 R tpch arrow, parquet, memory_map=False, TPCH-05, scale_factor=0.01, R 0.220 s 0.408
2022-11-08 23:32 R tpch arrow, native, memory_map=False, TPCH-05, scale_factor=10, R 0.808 s 0.877
2022-11-08 23:32 R tpch arrow, native, memory_map=False, TPCH-06, scale_factor=0.1, R 0.113 s 0.474
2022-11-08 23:33 R tpch arrow, native, memory_map=False, TPCH-06, scale_factor=1, R 0.145 s 0.449
2022-11-08 23:35 R tpch arrow, parquet, memory_map=False, TPCH-07, scale_factor=10, R 3.122 s 0.087
2022-11-08 23:35 R tpch arrow, native, memory_map=False, TPCH-08, scale_factor=0.01, R 0.224 s 0.615
2022-11-08 23:39 R tpch arrow, parquet, memory_map=False, TPCH-10, scale_factor=0.1, R 0.240 s 0.488
2022-11-08 23:25 R tpch arrow, parquet, memory_map=False, TPCH-01, scale_factor=0.1, R 0.205 s -0.124
2022-11-08 23:26 R tpch arrow, parquet, memory_map=False, TPCH-01, scale_factor=1, R 0.540 s 0.143
2022-11-08 23:27 R tpch arrow, parquet, memory_map=False, TPCH-02, scale_factor=10, R 1.175 s -0.160
2022-11-08 23:28 R tpch arrow, native, memory_map=False, TPCH-03, scale_factor=0.01, R 0.158 s 0.556
2022-11-08 23:29 R tpch arrow, parquet, memory_map=False, TPCH-03, scale_factor=10, R 3.046 s -0.195
2022-11-08 23:32 R tpch arrow, parquet, memory_map=False, TPCH-06, scale_factor=0.01, R 0.143 s 0.129
2022-11-08 23:34 R tpch arrow, native, memory_map=False, TPCH-07, scale_factor=1, R 0.273 s 0.571
2022-11-08 23:37 R tpch arrow, parquet, memory_map=False, TPCH-08, scale_factor=10, R 3.361 s -1.052
2022-11-08 23:39 R tpch arrow, parquet, memory_map=False, TPCH-09, scale_factor=10, R 3.990 s -1.080
2022-11-08 23:39 R tpch arrow, native, memory_map=False, TPCH-10, scale_factor=0.1, R 0.180 s 0.468
2022-11-08 23:27 R tpch arrow, parquet, memory_map=False, TPCH-02, scale_factor=0.1, R 0.242 s 0.330
2022-11-08 23:28 R tpch arrow, parquet, memory_map=False, TPCH-03, scale_factor=0.01, R 0.190 s 0.467
2022-11-08 23:30 R tpch arrow, parquet, memory_map=False, TPCH-04, scale_factor=1, R 0.269 s 0.434
2022-11-08 23:30 R tpch arrow, native, memory_map=False, TPCH-04, scale_factor=10, R 1.206 s 1.363
2022-11-08 23:32 R tpch arrow, parquet, memory_map=False, TPCH-05, scale_factor=10, R 3.111 s -0.277
2022-11-08 23:34 R tpch arrow, parquet, memory_map=False, TPCH-06, scale_factor=10, R 2.510 s -0.994
2022-11-08 23:34 R tpch arrow, parquet, memory_map=False, TPCH-07, scale_factor=0.1, R 0.265 s 0.219
2022-11-08 23:37 R tpch arrow, native, memory_map=False, TPCH-08, scale_factor=10, R 0.645 s 0.782
2022-11-08 23:42 R tpch arrow, native, memory_map=False, TPCH-12, scale_factor=0.1, R 0.198 s 0.309
2022-11-08 23:43 R tpch arrow, native, memory_map=False, TPCH-12, scale_factor=10, R 3.315 s 0.960
2022-11-08 23:44 R tpch arrow, native, memory_map=False, TPCH-13, scale_factor=0.01, R 0.125 s 0.463
2022-11-08 23:26 R tpch arrow, parquet, memory_map=False, TPCH-01, scale_factor=10, R 3.547 s 0.042
2022-11-08 23:27 R tpch arrow, native, memory_map=False, TPCH-02, scale_factor=0.01, R 0.190 s 0.511
2022-11-08 23:27 R tpch arrow, native, memory_map=False, TPCH-02, scale_factor=10, R 0.832 s 0.698
2022-11-08 23:28 R tpch arrow, native, memory_map=False, TPCH-03, scale_factor=1, R 0.272 s 0.601
2022-11-08 23:31 R tpch arrow, native, memory_map=False, TPCH-05, scale_factor=0.1, R 0.182 s 0.618
2022-11-08 23:34 R tpch arrow, parquet, memory_map=False, TPCH-07, scale_factor=0.01, R 0.236 s 0.340
2022-11-08 23:36 R tpch arrow, native, memory_map=False, TPCH-08, scale_factor=0.1, R 0.227 s 0.608
2022-11-08 23:26 R tpch arrow, native, memory_map=False, TPCH-01, scale_factor=10, R 1.849 s 1.671
2022-11-08 23:28 R tpch arrow, native, memory_map=False, TPCH-03, scale_factor=0.1, R 0.165 s 0.591
2022-11-08 23:31 R tpch arrow, parquet, memory_map=False, TPCH-05, scale_factor=1, R 0.517 s 0.102
2022-11-08 23:33 R tpch arrow, native, memory_map=False, TPCH-06, scale_factor=10, R 0.462 s 0.731
2022-11-08 23:34 R tpch arrow, native, memory_map=False, TPCH-07, scale_factor=0.1, R 0.198 s 0.628
2022-11-08 23:37 R tpch arrow, parquet, memory_map=False, TPCH-09, scale_factor=0.01, R 0.225 s 0.519
2022-11-08 23:39 R tpch arrow, parquet, memory_map=False, TPCH-10, scale_factor=0.01, R 0.210 s 0.440
2022-11-08 23:41 R tpch arrow, native, memory_map=False, TPCH-11, scale_factor=1, R 0.264 s 0.315
2022-11-08 23:41 R tpch arrow, native, memory_map=False, TPCH-11, scale_factor=10, R 1.469 s -0.785
2022-11-08 23:41 R tpch arrow, parquet, memory_map=False, TPCH-11, scale_factor=10, R 3.652 s 0.121
2022-11-08 23:44 R tpch arrow, parquet, memory_map=False, TPCH-13, scale_factor=0.1, R 0.282 s 0.306
2022-11-08 23:44 R tpch arrow, native, memory_map=False, TPCH-13, scale_factor=1, R 0.628 s 0.679
2022-11-08 23:45 R tpch arrow, native, memory_map=False, TPCH-14, scale_factor=0.01, R 0.146 s 0.449
2022-11-08 23:28 R tpch arrow, parquet, memory_map=False, TPCH-03, scale_factor=0.1, R 0.219 s 0.182
2022-11-08 23:29 R tpch arrow, native, memory_map=False, TPCH-03, scale_factor=10, R 1.358 s 1.222
2022-11-08 23:29 R tpch arrow, native, memory_map=False, TPCH-04, scale_factor=0.01, R 0.136 s 0.572
2022-11-08 23:31 R tpch arrow, parquet, memory_map=False, TPCH-05, scale_factor=0.1, R 0.249 s 0.422
2022-11-08 23:32 R tpch arrow, native, memory_map=False, TPCH-06, scale_factor=0.01, R 0.111 s 0.465
2022-11-08 23:33 R tpch arrow, parquet, memory_map=False, TPCH-06, scale_factor=0.1, R 0.165 s 0.281
2022-11-08 23:34 R tpch arrow, parquet, memory_map=False, TPCH-07, scale_factor=1, R 0.533 s 0.266
2022-11-08 23:35 R tpch arrow, parquet, memory_map=False, TPCH-08, scale_factor=0.01, R 0.276 s 0.364
2022-11-08 23:37 R tpch arrow, native, memory_map=False, TPCH-09, scale_factor=0.01, R 0.185 s 0.629
2022-11-08 23:37 R tpch arrow, native, memory_map=False, TPCH-09, scale_factor=1, R 0.296 s 0.582
2022-11-08 23:39 R tpch arrow, parquet, memory_map=False, TPCH-10, scale_factor=1, R 0.533 s 0.158
2022-11-08 23:40 R tpch arrow, native, memory_map=False, TPCH-10, scale_factor=10, R 1.137 s 0.733
2022-11-08 23:40 R tpch arrow, parquet, memory_map=False, TPCH-10, scale_factor=10, R 3.321 s -1.177
2022-11-08 23:40 R tpch arrow, parquet, memory_map=False, TPCH-11, scale_factor=0.01, R 0.183 s 0.247
2022-11-08 23:41 R tpch arrow, parquet, memory_map=False, TPCH-11, scale_factor=1, R 0.506 s 0.953
2022-11-08 23:41 R tpch arrow, native, memory_map=False, TPCH-12, scale_factor=0.01, R 0.141 s 0.376
2022-11-08 23:44 R tpch arrow, parquet, memory_map=False, TPCH-13, scale_factor=0.01, R 0.160 s 0.332
2022-11-08 23:45 R tpch arrow, native, memory_map=False, TPCH-13, scale_factor=10, R 5.025 s -0.897
2022-11-08 23:45 R tpch arrow, parquet, memory_map=False, TPCH-14, scale_factor=0.01, R 0.185 s 0.139
2022-11-08 23:45 R tpch arrow, native, memory_map=False, TPCH-14, scale_factor=0.1, R 0.169 s 0.465
2022-11-08 23:36 R tpch arrow, parquet, memory_map=False, TPCH-08, scale_factor=0.1, R 0.302 s 0.434
2022-11-08 23:38 R tpch arrow, parquet, memory_map=False, TPCH-09, scale_factor=1, R 0.611 s 0.324
2022-11-08 23:38 R tpch arrow, native, memory_map=False, TPCH-09, scale_factor=10, R 1.130 s 0.588
2022-11-08 23:46 R tpch arrow, parquet, memory_map=False, TPCH-14, scale_factor=1, R 0.967 s 0.395
2022-11-08 23:48 R tpch arrow, native, memory_map=False, TPCH-16, scale_factor=0.01, R 0.134 s 0.421
2022-11-08 23:49 R tpch arrow, parquet, memory_map=False, TPCH-16, scale_factor=0.01, R 0.167 s 0.269
2022-11-08 23:54 R tpch arrow, parquet, memory_map=False, TPCH-19, scale_factor=0.1, R 0.330 s -0.818
2022-11-08 23:58 R tpch arrow, parquet, memory_map=False, TPCH-21, scale_factor=0.1, R 0.573 s 0.198
2022-11-08 23:40 R tpch arrow, native, memory_map=False, TPCH-11, scale_factor=0.01, R 0.143 s 0.617
2022-11-08 23:42 R tpch arrow, parquet, memory_map=False, TPCH-12, scale_factor=0.01, R 0.180 s 0.275
2022-11-08 23:43 R tpch arrow, parquet, memory_map=False, TPCH-12, scale_factor=10, R 9.240 s -1.358
2022-11-08 23:46 R tpch arrow, native, memory_map=False, TPCH-14, scale_factor=10, R 2.172 s -0.033
2022-11-08 23:48 R tpch arrow, native, memory_map=False, TPCH-15, scale_factor=10, R 0.854 s 0.798
2022-11-08 23:49 R tpch arrow, parquet, memory_map=False, TPCH-16, scale_factor=0.1, R 0.206 s 0.245
2022-11-08 23:50 R tpch arrow, native, memory_map=False, TPCH-17, scale_factor=0.1, R 0.152 s 0.374
2022-11-08 23:50 R tpch arrow, parquet, memory_map=False, TPCH-17, scale_factor=0.1, R 0.279 s 0.231
2022-11-08 23:51 R tpch arrow, parquet, memory_map=False, TPCH-17, scale_factor=10, R 9.118 s 1.315
2022-11-08 23:53 R tpch arrow, native, memory_map=False, TPCH-18, scale_factor=10, R 3.034 s -0.378
2022-11-08 23:53 R tpch arrow, native, memory_map=False, TPCH-19, scale_factor=0.1, R 0.251 s -0.488
2022-11-08 23:54 R tpch arrow, native, memory_map=False, TPCH-19, scale_factor=1, R 0.957 s -0.039
2022-11-08 23:54 R tpch arrow, parquet, memory_map=False, TPCH-19, scale_factor=1, R 1.573 s 0.146
2022-11-08 23:57 R tpch arrow, parquet, memory_map=False, TPCH-20, scale_factor=1, R 1.086 s 1.098
2022-11-08 23:44 R tpch arrow, parquet, memory_map=False, TPCH-13, scale_factor=1, R 0.863 s 0.789
2022-11-08 23:45 R tpch arrow, parquet, memory_map=False, TPCH-13, scale_factor=10, R 7.156 s -0.893
2022-11-08 23:45 R tpch arrow, parquet, memory_map=False, TPCH-14, scale_factor=0.1, R 0.255 s 0.255
2022-11-08 23:46 R tpch arrow, native, memory_map=False, TPCH-14, scale_factor=1, R 0.350 s 0.354
2022-11-08 23:47 R tpch arrow, parquet, memory_map=False, TPCH-14, scale_factor=10, R 7.527 s -0.537
2022-11-08 23:50 R tpch arrow, parquet, memory_map=False, TPCH-17, scale_factor=1, R 1.236 s -0.505
2022-11-08 23:53 R tpch arrow, native, memory_map=False, TPCH-19, scale_factor=0.01, R 0.183 s -0.647
2022-11-08 23:56 R tpch arrow, native, memory_map=False, TPCH-20, scale_factor=1, R 0.233 s 0.506
2022-11-09 00:00 R tpch arrow, native, memory_map=False, TPCH-22, scale_factor=0.01, R 0.132 s 0.532
2022-11-09 00:00 R tpch arrow, parquet, memory_map=False, TPCH-22, scale_factor=0.01, R 0.168 s 0.272
2022-11-09 00:00 R tpch arrow, parquet, memory_map=False, TPCH-22, scale_factor=1, R 0.377 s 0.760
2022-11-08 23:47 R tpch arrow, parquet, memory_map=False, TPCH-15, scale_factor=0.01, R 0.175 s 0.382
2022-11-08 23:47 R tpch arrow, native, memory_map=False, TPCH-15, scale_factor=0.1, R 0.147 s 0.500
2022-11-08 23:47 R tpch arrow, parquet, memory_map=False, TPCH-15, scale_factor=0.1, R 0.202 s 0.372
2022-11-08 23:48 R tpch arrow, parquet, memory_map=False, TPCH-15, scale_factor=10, R 3.029 s 0.212
2022-11-08 23:50 R tpch arrow, parquet, memory_map=False, TPCH-17, scale_factor=0.01, R 0.192 s 0.311
2022-11-08 23:51 R tpch arrow, native, memory_map=False, TPCH-18, scale_factor=0.01, R 0.134 s 0.556
2022-11-09 00:00 R tpch arrow, parquet, memory_map=False, TPCH-22, scale_factor=10, R 2.358 s 1.000
2022-11-08 23:49 R tpch arrow, native, memory_map=False, TPCH-16, scale_factor=1, R 0.239 s 0.763
2022-11-08 23:49 R tpch arrow, native, memory_map=False, TPCH-16, scale_factor=10, R 1.156 s 0.237
2022-11-08 23:52 R tpch arrow, parquet, memory_map=False, TPCH-18, scale_factor=0.01, R 0.172 s 0.332
2022-11-08 23:52 R tpch arrow, native, memory_map=False, TPCH-18, scale_factor=0.1, R 0.146 s 0.550
2022-11-08 23:52 R tpch arrow, parquet, memory_map=False, TPCH-18, scale_factor=0.1, R 0.195 s 0.317
2022-11-08 23:56 R tpch arrow, native, memory_map=False, TPCH-20, scale_factor=0.1, R 0.180 s 0.484
2022-11-08 23:58 R tpch arrow, native, memory_map=False, TPCH-21, scale_factor=1, R 2.579 s 0.893
2022-11-08 23:49 R tpch arrow, parquet, memory_map=False, TPCH-16, scale_factor=1, R 0.449 s 0.404
2022-11-08 23:51 R tpch arrow, native, memory_map=False, TPCH-17, scale_factor=10, R 0.850 s 0.361
2022-11-08 23:53 R tpch arrow, parquet, memory_map=False, TPCH-19, scale_factor=0.01, R 0.226 s -0.911
2022-11-08 23:56 R tpch arrow, parquet, memory_map=False, TPCH-19, scale_factor=10, R 14.844 s -1.425
2022-11-08 23:58 R tpch arrow, parquet, memory_map=False, TPCH-20, scale_factor=10, R 8.168 s -1.236
2022-11-08 23:50 R tpch arrow, parquet, memory_map=False, TPCH-16, scale_factor=10, R 3.144 s -1.672
2022-11-08 23:50 R tpch arrow, native, memory_map=False, TPCH-17, scale_factor=0.01, R 0.149 s 0.407
2022-11-08 23:52 R tpch arrow, parquet, memory_map=False, TPCH-18, scale_factor=1, R 0.517 s 0.894
2022-11-08 23:56 R tpch arrow, native, memory_map=False, TPCH-20, scale_factor=0.01, R 0.176 s 0.608
2022-11-08 23:56 R tpch arrow, parquet, memory_map=False, TPCH-20, scale_factor=0.01, R 0.227 s 0.268
2022-11-08 23:58 R tpch arrow, native, memory_map=False, TPCH-21, scale_factor=0.1, R 0.469 s 0.621
2022-11-09 00:00 R tpch arrow, native, memory_map=False, TPCH-22, scale_factor=1, R 0.153 s 0.604
2022-11-08 23:53 R tpch arrow, parquet, memory_map=False, TPCH-18, scale_factor=10, R 4.409 s 0.522
2022-11-08 23:56 R tpch arrow, parquet, memory_map=False, TPCH-20, scale_factor=0.1, R 0.298 s 0.190
2022-11-08 23:57 R tpch arrow, native, memory_map=False, TPCH-20, scale_factor=10, R 0.775 s 0.545
2022-11-08 23:58 R tpch arrow, native, memory_map=False, TPCH-21, scale_factor=0.01, R 0.262 s 0.513
2022-11-08 23:59 R tpch arrow, parquet, memory_map=False, TPCH-21, scale_factor=1, R 3.167 s 0.421
2022-11-09 00:00 R tpch arrow, native, memory_map=False, TPCH-22, scale_factor=0.1, R 0.135 s 0.585
2022-11-09 00:00 R tpch arrow, parquet, memory_map=False, TPCH-22, scale_factor=0.1, R 0.188 s 0.257
2022-11-09 00:00 R tpch arrow, native, memory_map=False, TPCH-22, scale_factor=10, R 0.319 s 0.612