Benchmarks
Date Lang Batch Benchmark Mean Z-Score Error
2023-01-17 12:02 R tpch arrow, native, memory_map=False, TPCH-01, scale_factor=0.01, R 0.243 s -0.906
2023-01-17 12:02 R tpch arrow, native, memory_map=False, TPCH-01, scale_factor=0.1, R 0.252 s -1.096
2023-01-17 12:03 R tpch arrow, native, memory_map=False, TPCH-01, scale_factor=1, R 0.354 s -0.895
2023-01-17 12:06 R tpch arrow, native, memory_map=False, TPCH-01, scale_factor=10, R 1.353 s 1.487
2023-01-17 12:02 R tpch arrow, parquet, memory_map=False, TPCH-01, scale_factor=0.1, R 0.384 s -1.095
2023-01-17 12:02 R tpch arrow, parquet, memory_map=False, TPCH-01, scale_factor=0.01, R 0.313 s -0.801
2023-01-17 12:03 R tpch arrow, parquet, memory_map=False, TPCH-01, scale_factor=1, R 0.862 s -1.342
2023-01-17 12:07 R tpch arrow, parquet, memory_map=False, TPCH-01, scale_factor=10, R 5.796 s -0.601
2023-01-17 12:08 R tpch arrow, parquet, memory_map=False, TPCH-02, scale_factor=0.1, R 0.425 s -0.770
2023-01-17 12:07 R tpch arrow, native, memory_map=False, TPCH-02, scale_factor=0.01, R 0.331 s -0.833
2023-01-17 12:08 R tpch arrow, native, memory_map=False, TPCH-02, scale_factor=0.1, R 0.341 s -0.993
2023-01-17 12:07 R tpch arrow, parquet, memory_map=False, TPCH-02, scale_factor=0.01, R 0.414 s -1.045
2023-01-17 12:08 R tpch arrow, native, memory_map=False, TPCH-02, scale_factor=1, R 0.414 s -0.473
2023-01-17 12:09 R tpch arrow, native, memory_map=False, TPCH-03, scale_factor=0.01, R 0.272 s -0.476
2023-01-17 12:08 R tpch arrow, parquet, memory_map=False, TPCH-02, scale_factor=1, R 0.555 s -0.916
2023-01-17 12:09 R tpch arrow, native, memory_map=False, TPCH-02, scale_factor=10, R 0.939 s -1.111
2023-01-17 12:09 R tpch arrow, parquet, memory_map=False, TPCH-02, scale_factor=10, R 1.480 s -1.152
2023-01-17 12:10 R tpch arrow, parquet, memory_map=False, TPCH-03, scale_factor=0.01, R 0.339 s -0.504
2023-01-17 12:10 R tpch arrow, native, memory_map=False, TPCH-03, scale_factor=0.1, R 0.280 s -0.466
2023-01-17 12:10 R tpch arrow, parquet, memory_map=False, TPCH-03, scale_factor=0.1, R 0.387 s -0.743
2023-01-17 12:11 R tpch arrow, native, memory_map=False, TPCH-03, scale_factor=1, R 0.380 s -0.628
2023-01-17 12:11 R tpch arrow, parquet, memory_map=False, TPCH-03, scale_factor=1, R 0.791 s -0.216
2023-01-17 12:15 R tpch arrow, native, memory_map=False, TPCH-03, scale_factor=10, R 1.284 s 0.186
2023-01-17 12:16 R tpch arrow, native, memory_map=False, TPCH-04, scale_factor=0.01, R 0.236 s 0.210
2023-01-17 12:16 R tpch arrow, parquet, memory_map=False, TPCH-03, scale_factor=10, R 7.759 s -0.976
2023-01-17 12:16 R tpch arrow, parquet, memory_map=False, TPCH-04, scale_factor=0.01, R 0.299 s 0.101
2023-01-17 12:16 R tpch arrow, native, memory_map=False, TPCH-04, scale_factor=0.1, R 0.246 s -0.007
2023-01-17 12:16 R tpch arrow, parquet, memory_map=False, TPCH-04, scale_factor=0.1, R 0.318 s -0.116
2023-01-17 12:17 R tpch arrow, parquet, memory_map=False, TPCH-04, scale_factor=1, R 0.465 s -0.404
2023-01-17 12:17 R tpch arrow, native, memory_map=False, TPCH-04, scale_factor=1, R 0.343 s -0.139
2023-01-17 12:21 R tpch arrow, native, memory_map=False, TPCH-04, scale_factor=10, R 1.254 s 0.538
2023-01-17 12:22 R tpch arrow, parquet, memory_map=False, TPCH-04, scale_factor=10, R 3.567 s 0.124
2023-01-17 12:22 R tpch arrow, native, memory_map=False, TPCH-05, scale_factor=0.01, R 0.301 s 0.113
2023-01-17 12:22 R tpch arrow, parquet, memory_map=False, TPCH-05, scale_factor=0.01, R 0.386 s -0.017
2023-01-17 12:23 R tpch arrow, native, memory_map=False, TPCH-05, scale_factor=1, R 0.382 s 0.572
2023-01-17 12:22 R tpch arrow, native, memory_map=False, TPCH-05, scale_factor=0.1, R 0.312 s -0.119
2023-01-17 12:23 R tpch arrow, parquet, memory_map=False, TPCH-05, scale_factor=0.1, R 0.433 s 0.153
2023-01-17 12:23 R tpch arrow, parquet, memory_map=False, TPCH-05, scale_factor=1, R 0.848 s 0.164
2023-01-17 12:28 R tpch arrow, native, memory_map=False, TPCH-05, scale_factor=10, R 0.901 s 0.304
2023-01-17 12:29 R tpch arrow, parquet, memory_map=False, TPCH-06, scale_factor=0.1, R 0.309 s -0.153
2023-01-17 12:30 R tpch arrow, parquet, memory_map=False, TPCH-06, scale_factor=1, R 0.707 s -0.043
2023-01-17 12:29 R tpch arrow, native, memory_map=False, TPCH-06, scale_factor=0.01, R 0.198 s -0.402
2023-01-17 12:29 R tpch arrow, native, memory_map=False, TPCH-06, scale_factor=0.1, R 0.198 s -0.426
2023-01-17 12:41 R tpch arrow, native, memory_map=False, TPCH-08, scale_factor=0.01, R 0.381 s 0.106
2023-01-17 12:28 R tpch arrow, parquet, memory_map=False, TPCH-05, scale_factor=10, R 8.114 s -1.209
2023-01-17 12:34 R tpch arrow, parquet, memory_map=False, TPCH-06, scale_factor=10, R 5.001 s -0.015
2023-01-17 12:34 R tpch arrow, parquet, memory_map=False, TPCH-07, scale_factor=0.01, R 0.412 s 0.268
2023-01-17 12:35 R tpch arrow, parquet, memory_map=False, TPCH-07, scale_factor=1, R 0.874 s 0.165
2023-01-17 12:29 R tpch arrow, parquet, memory_map=False, TPCH-06, scale_factor=0.01, R 0.267 s -0.151
2023-01-17 12:35 R tpch arrow, native, memory_map=False, TPCH-07, scale_factor=1, R 0.419 s 0.480
2023-01-17 12:33 R tpch arrow, native, memory_map=False, TPCH-06, scale_factor=10, R 0.505 s 0.344
2023-01-17 12:41 R tpch arrow, native, memory_map=False, TPCH-08, scale_factor=0.1, R 0.387 s 0.246
2023-01-17 12:30 R tpch arrow, native, memory_map=False, TPCH-06, scale_factor=1, R 0.227 s -0.472
2023-01-17 12:35 R tpch arrow, parquet, memory_map=False, TPCH-07, scale_factor=0.1, R 0.460 s 0.078
2023-01-17 12:40 R tpch arrow, parquet, memory_map=False, TPCH-07, scale_factor=10, R 8.596 s -0.266
2023-01-17 12:34 R tpch arrow, native, memory_map=False, TPCH-07, scale_factor=0.01, R 0.333 s 0.278
2023-01-17 12:34 R tpch arrow, native, memory_map=False, TPCH-07, scale_factor=0.1, R 0.340 s 0.240
2023-01-17 12:41 R tpch arrow, parquet, memory_map=False, TPCH-08, scale_factor=0.1, R 0.525 s -0.181
2023-01-17 12:41 R tpch arrow, parquet, memory_map=False, TPCH-08, scale_factor=0.01, R 0.476 s 0.057
2023-01-17 12:40 R tpch arrow, native, memory_map=False, TPCH-07, scale_factor=10, R 1.073 s 0.744
2023-01-17 12:42 R tpch arrow, native, memory_map=False, TPCH-08, scale_factor=1, R 0.431 s 0.220
2023-01-17 12:42 R tpch arrow, parquet, memory_map=False, TPCH-08, scale_factor=1, R 0.927 s 0.089
2023-01-17 12:46 R tpch arrow, native, memory_map=False, TPCH-08, scale_factor=10, R 0.806 s 0.360
2023-01-17 12:47 R tpch arrow, native, memory_map=False, TPCH-09, scale_factor=0.01, R 0.317 s 0.083
2023-01-17 12:47 R tpch arrow, parquet, memory_map=False, TPCH-08, scale_factor=10, R 10.067 s -0.757
2023-01-17 12:47 R tpch arrow, parquet, memory_map=False, TPCH-09, scale_factor=0.01, R 0.402 s -0.001
2023-01-17 12:48 R tpch arrow, parquet, memory_map=False, TPCH-09, scale_factor=0.1, R 0.460 s 0.207
2023-01-17 12:48 R tpch arrow, native, memory_map=False, TPCH-09, scale_factor=0.1, R 0.348 s 0.170
2023-01-17 12:49 R tpch arrow, native, memory_map=False, TPCH-09, scale_factor=1, R 0.526 s 0.318
2023-01-17 12:49 R tpch arrow, parquet, memory_map=False, TPCH-09, scale_factor=1, R 1.001 s 0.303
2023-01-17 12:54 R tpch arrow, native, memory_map=False, TPCH-09, scale_factor=10, R 1.360 s 0.113
2023-01-17 12:54 R tpch arrow, parquet, memory_map=False, TPCH-09, scale_factor=10, R 11.467 s 0.067
2023-01-17 12:55 R tpch arrow, parquet, memory_map=False, TPCH-10, scale_factor=0.01, R 0.370 s 0.126
2023-01-17 12:55 R tpch arrow, native, memory_map=False, TPCH-10, scale_factor=0.1, R 0.310 s -0.543
2023-01-17 12:55 R tpch arrow, parquet, memory_map=False, TPCH-10, scale_factor=0.1, R 0.418 s 0.288
2023-01-17 12:55 R tpch arrow, native, memory_map=False, TPCH-10, scale_factor=0.01, R 0.299 s -0.165
2023-01-17 12:56 R tpch arrow, native, memory_map=False, TPCH-10, scale_factor=1, R 0.391 s 0.059
2023-01-17 12:56 R tpch arrow, parquet, memory_map=False, TPCH-10, scale_factor=1, R 0.857 s 0.127
2023-01-17 13:01 R tpch arrow, parquet, memory_map=False, TPCH-11, scale_factor=0.01, R 0.337 s -0.463
2023-01-17 13:02 R tpch arrow, native, memory_map=False, TPCH-11, scale_factor=1, R 0.398 s 0.095
2023-01-17 13:02 R tpch arrow, native, memory_map=False, TPCH-11, scale_factor=0.1, R 0.279 s -0.151
2023-01-17 13:04 R tpch arrow, parquet, memory_map=False, TPCH-11, scale_factor=10, R 10.745 s -0.283
2023-01-17 13:02 R tpch arrow, parquet, memory_map=False, TPCH-11, scale_factor=1, R 1.009 s -0.639
2023-01-17 13:04 R tpch arrow, native, memory_map=False, TPCH-12, scale_factor=0.01, R 0.245 s 0.237
2023-01-17 13:10 R tpch arrow, native, memory_map=False, TPCH-12, scale_factor=10, R 3.724 s -0.969
2023-01-17 13:01 R tpch arrow, parquet, memory_map=False, TPCH-10, scale_factor=10, R 9.209 s -2.316
2023-01-17 13:01 R tpch arrow, native, memory_map=False, TPCH-11, scale_factor=0.01, R 0.253 s -0.255
2023-01-17 13:02 R tpch arrow, parquet, memory_map=False, TPCH-11, scale_factor=0.1, R 0.413 s -0.433
2023-01-17 13:12 R tpch arrow, parquet, memory_map=False, TPCH-13, scale_factor=0.1, R 0.550 s -0.406
2023-01-17 13:13 R tpch arrow, native, memory_map=False, TPCH-13, scale_factor=1, R 0.824 s -0.686
2023-01-17 13:13 R tpch arrow, parquet, memory_map=False, TPCH-13, scale_factor=1, R 1.297 s -0.256
2023-01-17 13:04 R tpch arrow, parquet, memory_map=False, TPCH-12, scale_factor=0.01, R 0.326 s 0.221
2023-01-17 13:04 R tpch arrow, native, memory_map=False, TPCH-12, scale_factor=0.1, R 0.376 s -0.325
2023-01-17 13:00 R tpch arrow, native, memory_map=False, TPCH-10, scale_factor=10, R 1.152 s 0.338
2023-01-17 13:04 R tpch arrow, parquet, memory_map=False, TPCH-12, scale_factor=0.1, R 0.502 s -0.164
2023-01-17 13:05 R tpch arrow, parquet, memory_map=False, TPCH-12, scale_factor=1, R 3.119 s -1.106
2023-01-17 13:16 R tpch arrow, native, memory_map=False, TPCH-14, scale_factor=1, R 0.565 s -0.118
2023-01-17 13:03 R tpch arrow, native, memory_map=False, TPCH-11, scale_factor=10, R 1.086 s -0.191
2023-01-17 13:15 R tpch arrow, parquet, memory_map=False, TPCH-13, scale_factor=10, R 15.645 s -0.988
2023-01-17 13:17 R tpch arrow, parquet, memory_map=False, TPCH-14, scale_factor=1, R 2.551 s -0.828
2023-01-17 13:05 R tpch arrow, native, memory_map=False, TPCH-12, scale_factor=1, R 0.670 s -0.721
2023-01-17 13:12 R tpch arrow, parquet, memory_map=False, TPCH-13, scale_factor=0.01, R 0.309 s -0.601
2023-01-17 13:12 R tpch arrow, native, memory_map=False, TPCH-13, scale_factor=0.1, R 0.400 s -0.063
2023-01-17 13:15 R tpch arrow, native, memory_map=False, TPCH-14, scale_factor=0.01, R 0.261 s -0.473
2023-01-17 13:15 R tpch arrow, parquet, memory_map=False, TPCH-14, scale_factor=0.01, R 0.349 s -0.509
2023-01-17 13:16 R tpch arrow, native, memory_map=False, TPCH-14, scale_factor=0.1, R 0.292 s -0.233
2023-01-17 13:12 R tpch arrow, parquet, memory_map=False, TPCH-12, scale_factor=10, R 35.653 s -1.980
2023-01-17 13:12 R tpch arrow, native, memory_map=False, TPCH-13, scale_factor=0.01, R 0.224 s -0.048
2023-01-17 13:23 R tpch arrow, native, memory_map=False, TPCH-15, scale_factor=0.1, R 0.253 s -0.104
2023-01-17 13:16 R tpch arrow, parquet, memory_map=False, TPCH-14, scale_factor=0.1, R 0.496 s -0.172
2023-01-17 13:22 R tpch arrow, native, memory_map=False, TPCH-15, scale_factor=0.01, R 0.249 s 0.112
2023-01-17 13:23 R tpch arrow, native, memory_map=False, TPCH-15, scale_factor=1, R 0.306 s -0.833
2023-01-17 13:14 R tpch arrow, native, memory_map=False, TPCH-13, scale_factor=10, R 4.797 s -0.821
2023-01-17 13:22 R tpch arrow, parquet, memory_map=False, TPCH-14, scale_factor=10, R 28.823 s -0.875
2023-01-17 13:29 R tpch arrow, native, memory_map=False, TPCH-16, scale_factor=1, R 0.391 s 0.164
2023-01-17 13:29 R tpch arrow, parquet, memory_map=False, TPCH-16, scale_factor=1, R 0.878 s 0.254
2023-01-17 13:20 R tpch arrow, native, memory_map=False, TPCH-14, scale_factor=10, R 2.365 s -0.129
2023-01-17 13:27 R tpch arrow, native, memory_map=False, TPCH-15, scale_factor=10, R 0.867 s 0.045
2023-01-17 13:31 R tpch arrow, parquet, memory_map=False, TPCH-17, scale_factor=0.1, R 0.528 s -1.268
2023-01-17 13:22 R tpch arrow, parquet, memory_map=False, TPCH-15, scale_factor=0.01, R 0.323 s -0.076
2023-01-17 13:28 R tpch arrow, native, memory_map=False, TPCH-16, scale_factor=0.01, R 0.235 s 0.205
2023-01-17 13:30 R tpch arrow, native, memory_map=False, TPCH-17, scale_factor=0.01, R 0.260 s -0.204
2023-01-17 13:28 R tpch arrow, parquet, memory_map=False, TPCH-16, scale_factor=0.01, R 0.312 s -0.218
2023-01-17 13:23 R tpch arrow, parquet, memory_map=False, TPCH-15, scale_factor=1, R 0.863 s -1.640
2023-01-17 13:28 R tpch arrow, native, memory_map=False, TPCH-16, scale_factor=0.1, R 0.265 s 0.227
2023-01-17 13:30 R tpch arrow, parquet, memory_map=False, TPCH-16, scale_factor=10, R 11.509 s -0.045
2023-01-17 13:23 R tpch arrow, parquet, memory_map=False, TPCH-15, scale_factor=0.1, R 0.367 s 0.088
2023-01-17 13:31 R tpch arrow, parquet, memory_map=False, TPCH-17, scale_factor=0.01, R 0.350 s -0.513
2023-01-17 13:32 R tpch arrow, native, memory_map=False, TPCH-17, scale_factor=1, R 0.325 s -0.624
2023-01-17 13:28 R tpch arrow, parquet, memory_map=False, TPCH-15, scale_factor=10, R 6.082 s -0.548
2023-01-17 13:28 R tpch arrow, parquet, memory_map=False, TPCH-16, scale_factor=0.1, R 0.381 s 0.080
2023-01-17 13:32 R tpch arrow, parquet, memory_map=False, TPCH-17, scale_factor=1, R 2.729 s -0.372
2023-01-17 13:30 R tpch arrow, native, memory_map=False, TPCH-16, scale_factor=10, R 1.107 s 0.047
2023-01-17 13:31 R tpch arrow, native, memory_map=False, TPCH-17, scale_factor=0.1, R 0.270 s -0.355
2023-01-17 13:36 R tpch arrow, native, memory_map=False, TPCH-17, scale_factor=10, R 0.917 s 0.274
2023-01-17 13:37 R tpch arrow, native, memory_map=False, TPCH-18, scale_factor=0.01, R 0.237 s -0.609
2023-01-17 13:37 R tpch arrow, parquet, memory_map=False, TPCH-17, scale_factor=10, R 31.463 s -0.532
2023-01-17 13:38 R tpch arrow, parquet, memory_map=False, TPCH-18, scale_factor=0.01, R 0.315 s -0.328
2023-01-17 13:38 R tpch arrow, native, memory_map=False, TPCH-18, scale_factor=0.1, R 0.256 s -0.145
2023-01-17 13:38 R tpch arrow, parquet, memory_map=False, TPCH-18, scale_factor=0.1, R 0.352 s -0.073
2023-01-17 13:39 R tpch arrow, native, memory_map=False, TPCH-18, scale_factor=1, R 0.519 s -0.013
2023-01-17 13:39 R tpch arrow, parquet, memory_map=False, TPCH-18, scale_factor=1, R 0.763 s 0.186
2023-01-17 13:43 R tpch arrow, native, memory_map=False, TPCH-18, scale_factor=10, R 4.868 s -1.853
2023-01-17 13:44 R tpch arrow, native, memory_map=False, TPCH-19, scale_factor=0.01, R 0.316 s -0.024
2023-01-17 13:44 R tpch arrow, parquet, memory_map=False, TPCH-18, scale_factor=10, R 13.305 s -1.144
2023-01-17 13:45 R tpch arrow, parquet, memory_map=False, TPCH-19, scale_factor=0.01, R 0.406 s -0.453
2023-01-17 13:45 R tpch arrow, native, memory_map=False, TPCH-19, scale_factor=0.1, R 0.507 s -0.128
2023-01-17 13:45 R tpch arrow, parquet, memory_map=False, TPCH-19, scale_factor=0.1, R 0.617 s -0.589
2023-01-17 13:46 R tpch arrow, native, memory_map=False, TPCH-19, scale_factor=1, R 1.182 s -0.143
2023-01-17 13:46 R tpch arrow, parquet, memory_map=False, TPCH-19, scale_factor=1, R 3.074 s -0.302
2023-01-17 13:50 R tpch arrow, native, memory_map=False, TPCH-19, scale_factor=10, R 8.804 s 0.017
2023-01-17 13:52 R tpch arrow, parquet, memory_map=False, TPCH-20, scale_factor=0.01, R 0.405 s -0.251
2023-01-17 13:52 R tpch arrow, native, memory_map=False, TPCH-20, scale_factor=0.01, R 0.304 s 0.040
2023-01-17 13:52 R tpch arrow, parquet, memory_map=False, TPCH-19, scale_factor=10, R 30.862 s -0.199
2023-01-17 13:52 R tpch arrow, native, memory_map=False, TPCH-20, scale_factor=0.1, R 0.307 s 0.001
2023-01-17 13:53 R tpch arrow, parquet, memory_map=False, TPCH-20, scale_factor=0.1, R 0.533 s -0.132
2023-01-17 13:53 R tpch arrow, parquet, memory_map=False, TPCH-20, scale_factor=1, R 3.405 s -1.677
2023-01-17 13:53 R tpch arrow, native, memory_map=False, TPCH-20, scale_factor=1, R 0.359 s -0.491
2023-01-17 13:58 R tpch arrow, native, memory_map=False, TPCH-20, scale_factor=10, R 0.907 s 0.455
2023-01-17 14:00 R tpch arrow, native, memory_map=False, TPCH-21, scale_factor=0.01, R 0.454 s -0.281
2023-01-17 14:00 R tpch arrow, parquet, memory_map=False, TPCH-20, scale_factor=10, R 36.948 s -1.835
2023-01-17 14:00 R tpch arrow, parquet, memory_map=False, TPCH-21, scale_factor=0.01, R 0.542 s -0.068
2023-01-17 14:00 R tpch arrow, native, memory_map=False, TPCH-21, scale_factor=0.1, R 0.838 s 0.072
2023-01-17 14:01 R tpch arrow, parquet, memory_map=False, TPCH-21, scale_factor=0.1, R 0.964 s 0.109
2023-01-17 14:01 R tpch arrow, native, memory_map=False, TPCH-21, scale_factor=1, R 3.673 s -0.118
2023-01-17 14:02 R tpch arrow, parquet, memory_map=False, TPCH-21, scale_factor=1, R 5.000 s 0.205
2023-01-17 14:08 R tpch arrow, native, memory_map=False, TPCH-21, scale_factor=10, R 41.685 s -1.131
2023-01-17 14:12 R tpch arrow, parquet, memory_map=False, TPCH-21, scale_factor=10, R 56.045 s -0.852
2023-01-17 14:12 R tpch arrow, parquet, memory_map=False, TPCH-22, scale_factor=0.01, R 0.315 s -0.380
2023-01-17 14:12 R tpch arrow, native, memory_map=False, TPCH-22, scale_factor=0.01, R 0.235 s 0.159
2023-01-17 14:12 R tpch arrow, native, memory_map=False, TPCH-22, scale_factor=0.1, R 0.244 s -0.168
2023-01-17 14:13 R tpch arrow, native, memory_map=False, TPCH-22, scale_factor=1, R 0.273 s -0.125
2023-01-17 14:12 R tpch arrow, parquet, memory_map=False, TPCH-22, scale_factor=0.1, R 0.351 s -0.019
2023-01-17 14:13 R tpch arrow, parquet, memory_map=False, TPCH-22, scale_factor=1, R 0.715 s 0.367
2023-01-17 14:14 R tpch arrow, native, memory_map=False, TPCH-22, scale_factor=10, R 0.402 s -0.290
2023-01-17 14:14 R tpch arrow, parquet, memory_map=False, TPCH-22, scale_factor=10, R 11.125 s -0.671