Benchmarks
Date Lang Batch Benchmark Mean Z-Score Error
2023-01-18 15:08 R tpch arrow, parquet, memory_map=False, TPCH-01, scale_factor=0.01, R 0.287 s 1.058
2023-01-18 15:08 R tpch arrow, parquet, memory_map=False, TPCH-01, scale_factor=0.1, R 0.351 s 0.837
2023-01-18 15:07 R tpch arrow, native, memory_map=False, TPCH-01, scale_factor=0.01, R 0.221 s 1.135
2023-01-18 15:08 R tpch arrow, native, memory_map=False, TPCH-01, scale_factor=0.1, R 0.227 s 1.272
2023-01-18 15:09 R tpch arrow, native, memory_map=False, TPCH-01, scale_factor=1, R 0.332 s 1.079
2023-01-18 15:09 R tpch arrow, parquet, memory_map=False, TPCH-01, scale_factor=1, R 0.766 s 1.264
2023-01-18 15:18 R tpch arrow, native, memory_map=False, TPCH-01, scale_factor=10, R 1.382 s 0.273
2023-01-18 15:20 R tpch arrow, parquet, memory_map=False, TPCH-02, scale_factor=0.01, R 0.387 s 0.956
2023-01-18 15:20 R tpch arrow, parquet, memory_map=False, TPCH-01, scale_factor=10, R 5.343 s 1.223
2023-01-18 15:20 R tpch arrow, native, memory_map=False, TPCH-02, scale_factor=0.01, R 0.316 s 0.960
2023-01-18 15:20 R tpch arrow, native, memory_map=False, TPCH-02, scale_factor=0.1, R 0.329 s 0.549
2023-01-18 15:21 R tpch arrow, parquet, memory_map=False, TPCH-02, scale_factor=1, R 0.521 s 1.218
2023-01-18 15:20 R tpch arrow, parquet, memory_map=False, TPCH-02, scale_factor=0.1, R 0.401 s 1.092
2023-01-18 15:21 R tpch arrow, native, memory_map=False, TPCH-02, scale_factor=1, R 0.400 s 0.991
2023-01-18 15:22 R tpch arrow, native, memory_map=False, TPCH-02, scale_factor=10, R 0.913 s 0.298
2023-01-18 15:22 R tpch arrow, native, memory_map=False, TPCH-03, scale_factor=0.01, R 0.257 s 1.459
2023-01-18 15:22 R tpch arrow, parquet, memory_map=False, TPCH-03, scale_factor=0.01, R 0.316 s 1.187
2023-01-18 15:23 R tpch arrow, parquet, memory_map=False, TPCH-03, scale_factor=0.1, R 0.363 s 0.907
2023-01-18 15:22 R tpch arrow, parquet, memory_map=False, TPCH-02, scale_factor=10, R 1.404 s 0.970
2023-01-18 15:23 R tpch arrow, native, memory_map=False, TPCH-03, scale_factor=0.1, R 0.264 s 1.537
2023-01-18 15:23 R tpch arrow, native, memory_map=False, TPCH-03, scale_factor=1, R 0.363 s 1.319
2023-01-18 15:29 R tpch arrow, parquet, memory_map=False, TPCH-04, scale_factor=0.01, R 0.292 s 0.686
2023-01-18 15:24 R tpch arrow, parquet, memory_map=False, TPCH-03, scale_factor=1, R 0.776 s 0.411
2023-01-18 15:35 R tpch arrow, native, memory_map=False, TPCH-05, scale_factor=0.01, R 0.298 s 0.599
2023-01-18 15:36 R tpch arrow, native, memory_map=False, TPCH-05, scale_factor=1, R 0.376 s 1.216
2023-01-18 15:30 R tpch arrow, native, memory_map=False, TPCH-04, scale_factor=0.1, R 0.238 s 1.182
2023-01-18 15:30 R tpch arrow, native, memory_map=False, TPCH-04, scale_factor=1, R 0.334 s 1.119
2023-01-18 15:35 R tpch arrow, parquet, memory_map=False, TPCH-05, scale_factor=0.01, R 0.378 s 0.662
2023-01-18 15:28 R tpch arrow, native, memory_map=False, TPCH-03, scale_factor=10, R 1.260 s 1.258
2023-01-18 15:29 R tpch arrow, parquet, memory_map=False, TPCH-03, scale_factor=10, R 7.266 s 1.022
2023-01-18 15:29 R tpch arrow, native, memory_map=False, TPCH-04, scale_factor=0.01, R 0.230 s 1.002
2023-01-18 15:30 R tpch arrow, parquet, memory_map=False, TPCH-04, scale_factor=0.1, R 0.308 s 0.690
2023-01-18 15:30 R tpch arrow, parquet, memory_map=False, TPCH-04, scale_factor=1, R 0.445 s 0.741
2023-01-18 15:35 R tpch arrow, native, memory_map=False, TPCH-04, scale_factor=10, R 1.248 s 0.758
2023-01-18 15:36 R tpch arrow, parquet, memory_map=False, TPCH-05, scale_factor=0.1, R 0.428 s 0.457
2023-01-18 15:46 R tpch arrow, native, memory_map=False, TPCH-06, scale_factor=10, R 0.504 s 0.582
2023-01-18 15:37 R tpch arrow, parquet, memory_map=False, TPCH-05, scale_factor=1, R 0.836 s 0.586
2023-01-18 15:41 R tpch arrow, native, memory_map=False, TPCH-05, scale_factor=10, R 0.892 s 0.973
2023-01-18 15:42 R tpch arrow, native, memory_map=False, TPCH-06, scale_factor=0.01, R 0.192 s 0.841
2023-01-18 15:42 R tpch arrow, parquet, memory_map=False, TPCH-06, scale_factor=0.01, R 0.261 s 0.512
2023-01-18 15:35 R tpch arrow, parquet, memory_map=False, TPCH-04, scale_factor=10, R 3.547 s 0.527
2023-01-18 15:43 R tpch arrow, parquet, memory_map=False, TPCH-06, scale_factor=1, R 0.699 s 0.350
2023-01-18 15:36 R tpch arrow, native, memory_map=False, TPCH-05, scale_factor=0.1, R 0.303 s 1.046
2023-01-18 15:42 R tpch arrow, native, memory_map=False, TPCH-06, scale_factor=0.1, R 0.194 s 0.492
2023-01-18 15:47 R tpch arrow, parquet, memory_map=False, TPCH-06, scale_factor=10, R 4.943 s 0.830
2023-01-18 15:42 R tpch arrow, parquet, memory_map=False, TPCH-06, scale_factor=0.1, R 0.303 s 0.447
2023-01-18 15:54 R tpch arrow, native, memory_map=False, TPCH-08, scale_factor=0.1, R 0.382 s 0.778
2023-01-18 15:42 R tpch arrow, parquet, memory_map=False, TPCH-05, scale_factor=10, R 8.019 s 1.036
2023-01-18 15:47 R tpch arrow, native, memory_map=False, TPCH-07, scale_factor=0.1, R 0.332 s 1.148
2023-01-18 15:43 R tpch arrow, native, memory_map=False, TPCH-06, scale_factor=1, R 0.221 s 0.827
2023-01-18 16:01 R tpch arrow, native, memory_map=False, TPCH-09, scale_factor=1, R 0.518 s 1.025
2023-01-18 15:54 R tpch arrow, parquet, memory_map=False, TPCH-08, scale_factor=0.1, R 0.508 s 0.860
2023-01-18 15:47 R tpch arrow, native, memory_map=False, TPCH-07, scale_factor=0.01, R 0.326 s 1.101
2023-01-18 15:53 R tpch arrow, native, memory_map=False, TPCH-07, scale_factor=10, R 1.063 s 1.485
2023-01-18 15:47 R tpch arrow, parquet, memory_map=False, TPCH-07, scale_factor=0.01, R 0.405 s 0.731
2023-01-18 15:48 R tpch arrow, parquet, memory_map=False, TPCH-07, scale_factor=0.1, R 0.448 s 0.920
2023-01-18 15:48 R tpch arrow, native, memory_map=False, TPCH-07, scale_factor=1, R 0.412 s 1.309
2023-01-18 15:48 R tpch arrow, parquet, memory_map=False, TPCH-07, scale_factor=1, R 0.869 s 0.433
2023-01-18 15:54 R tpch arrow, parquet, memory_map=False, TPCH-08, scale_factor=0.01, R 0.461 s 1.002
2023-01-18 15:54 R tpch arrow, native, memory_map=False, TPCH-08, scale_factor=0.01, R 0.369 s 1.185
2023-01-18 16:00 R tpch arrow, parquet, memory_map=False, TPCH-08, scale_factor=10, R 10.008 s 0.716
2023-01-18 16:00 R tpch arrow, native, memory_map=False, TPCH-09, scale_factor=0.01, R 0.308 s 1.268
2023-01-18 15:53 R tpch arrow, parquet, memory_map=False, TPCH-07, scale_factor=10, R 8.546 s 1.120
2023-01-18 15:59 R tpch arrow, native, memory_map=False, TPCH-08, scale_factor=10, R 0.794 s 1.140
2023-01-18 16:07 R tpch arrow, native, memory_map=False, TPCH-10, scale_factor=0.01, R 0.291 s 0.906
2023-01-18 15:55 R tpch arrow, native, memory_map=False, TPCH-08, scale_factor=1, R 0.423 s 0.962
2023-01-18 16:00 R tpch arrow, parquet, memory_map=False, TPCH-09, scale_factor=0.01, R 0.390 s 0.859
2023-01-18 16:01 R tpch arrow, native, memory_map=False, TPCH-09, scale_factor=0.1, R 0.340 s 1.061
2023-01-18 16:01 R tpch arrow, parquet, memory_map=False, TPCH-09, scale_factor=0.1, R 0.450 s 0.865
2023-01-18 15:55 R tpch arrow, parquet, memory_map=False, TPCH-08, scale_factor=1, R 0.911 s 0.810
2023-01-18 16:02 R tpch arrow, parquet, memory_map=False, TPCH-09, scale_factor=1, R 0.998 s 0.452
2023-01-18 16:07 R tpch arrow, native, memory_map=False, TPCH-09, scale_factor=10, R 1.343 s 0.819
2023-01-18 16:13 R tpch arrow, native, memory_map=False, TPCH-10, scale_factor=10, R 1.144 s 0.837
2023-01-18 16:15 R tpch arrow, native, memory_map=False, TPCH-11, scale_factor=1, R 0.388 s 1.272
2023-01-18 16:15 R tpch arrow, parquet, memory_map=False, TPCH-11, scale_factor=1, R 0.959 s 0.106
2023-01-18 16:16 R tpch arrow, native, memory_map=False, TPCH-11, scale_factor=10, R 1.058 s 1.144
2023-01-18 16:08 R tpch arrow, native, memory_map=False, TPCH-10, scale_factor=0.1, R 0.298 s 0.936
2023-01-18 16:09 R tpch arrow, native, memory_map=False, TPCH-10, scale_factor=1, R 0.383 s 0.957
2023-01-18 16:14 R tpch arrow, native, memory_map=False, TPCH-11, scale_factor=0.1, R 0.270 s 1.266
2023-01-18 16:14 R tpch arrow, parquet, memory_map=False, TPCH-10, scale_factor=10, R 9.026 s 0.844
2023-01-18 16:15 R tpch arrow, parquet, memory_map=False, TPCH-11, scale_factor=0.1, R 0.399 s 0.627
2023-01-18 16:07 R tpch arrow, parquet, memory_map=False, TPCH-09, scale_factor=10, R 11.398 s 1.217
2023-01-18 16:08 R tpch arrow, parquet, memory_map=False, TPCH-10, scale_factor=0.1, R 0.412 s 0.689
2023-01-18 16:18 R tpch arrow, parquet, memory_map=False, TPCH-12, scale_factor=1, R 3.111 s -0.576
2023-01-18 16:08 R tpch arrow, parquet, memory_map=False, TPCH-10, scale_factor=0.01, R 0.363 s 0.675
2023-01-18 16:09 R tpch arrow, parquet, memory_map=False, TPCH-10, scale_factor=1, R 0.840 s 0.785
2023-01-18 16:14 R tpch arrow, native, memory_map=False, TPCH-11, scale_factor=0.01, R 0.244 s 1.215
2023-01-18 16:16 R tpch arrow, native, memory_map=False, TPCH-12, scale_factor=0.01, R 0.241 s 1.047
2023-01-18 16:17 R tpch arrow, parquet, memory_map=False, TPCH-12, scale_factor=0.01, R 0.322 s 0.613
2023-01-18 16:17 R tpch arrow, parquet, memory_map=False, TPCH-12, scale_factor=0.1, R 0.489 s 0.775
2023-01-18 16:14 R tpch arrow, parquet, memory_map=False, TPCH-11, scale_factor=0.01, R 0.320 s 0.996
2023-01-18 16:16 R tpch arrow, parquet, memory_map=False, TPCH-11, scale_factor=10, R 10.711 s 0.233
2023-01-18 16:18 R tpch arrow, native, memory_map=False, TPCH-12, scale_factor=1, R 0.661 s 0.135
2023-01-18 16:17 R tpch arrow, native, memory_map=False, TPCH-12, scale_factor=0.1, R 0.365 s 0.893
2023-01-18 16:22 R tpch arrow, native, memory_map=False, TPCH-12, scale_factor=10, R 3.694 s -0.372
2023-01-18 16:24 R tpch arrow, native, memory_map=False, TPCH-13, scale_factor=0.01, R 0.216 s 1.179
2023-01-18 16:25 R tpch arrow, parquet, memory_map=False, TPCH-13, scale_factor=0.01, R 0.297 s 0.581
2023-01-18 16:24 R tpch arrow, parquet, memory_map=False, TPCH-12, scale_factor=10, R 35.394 s -0.385
2023-01-18 16:25 R tpch arrow, native, memory_map=False, TPCH-13, scale_factor=0.1, R 0.395 s 0.556
2023-01-18 16:26 R tpch arrow, parquet, memory_map=False, TPCH-13, scale_factor=1, R 1.291 s 0.060
2023-01-18 16:25 R tpch arrow, native, memory_map=False, TPCH-13, scale_factor=1, R 0.811 s 0.282
2023-01-18 16:25 R tpch arrow, parquet, memory_map=False, TPCH-13, scale_factor=0.1, R 0.540 s 0.306
2023-01-18 16:27 R tpch arrow, native, memory_map=False, TPCH-13, scale_factor=10, R 4.743 s -0.162
2023-01-18 16:28 R tpch arrow, parquet, memory_map=False, TPCH-13, scale_factor=10, R 15.522 s 0.088
2023-01-18 16:28 R tpch arrow, parquet, memory_map=False, TPCH-14, scale_factor=0.01, R 0.338 s 0.514
2023-01-18 16:28 R tpch arrow, native, memory_map=False, TPCH-14, scale_factor=0.01, R 0.253 s 0.842
2023-01-18 16:28 R tpch arrow, native, memory_map=False, TPCH-14, scale_factor=0.1, R 0.286 s 0.945
2023-01-18 16:28 R tpch arrow, parquet, memory_map=False, TPCH-14, scale_factor=0.1, R 0.482 s 0.585
2023-01-18 16:29 R tpch arrow, native, memory_map=False, TPCH-14, scale_factor=1, R 0.556 s 0.721
2023-01-18 16:29 R tpch arrow, parquet, memory_map=False, TPCH-14, scale_factor=1, R 2.543 s -0.270
2023-01-18 16:33 R tpch arrow, native, memory_map=False, TPCH-14, scale_factor=10, R 2.366 s 0.043
2023-01-18 16:35 R tpch arrow, native, memory_map=False, TPCH-15, scale_factor=0.01, R 0.244 s 1.130
2023-01-18 16:35 R tpch arrow, native, memory_map=False, TPCH-15, scale_factor=0.1, R 0.246 s 1.269
2023-01-18 16:35 R tpch arrow, parquet, memory_map=False, TPCH-14, scale_factor=10, R 28.792 s -0.519
2023-01-18 16:35 R tpch arrow, parquet, memory_map=False, TPCH-15, scale_factor=0.01, R 0.317 s 0.438
2023-01-18 16:35 R tpch arrow, parquet, memory_map=False, TPCH-15, scale_factor=0.1, R 0.359 s 0.721
2023-01-18 16:36 R tpch arrow, parquet, memory_map=False, TPCH-15, scale_factor=1, R 0.834 s -0.674
2023-01-18 16:36 R tpch arrow, native, memory_map=False, TPCH-15, scale_factor=1, R 0.296 s 1.038
2023-01-18 16:40 R tpch arrow, parquet, memory_map=False, TPCH-15, scale_factor=10, R 6.020 s 0.183
2023-01-18 16:40 R tpch arrow, native, memory_map=False, TPCH-15, scale_factor=10, R 0.859 s 0.778
2023-01-18 16:40 R tpch arrow, parquet, memory_map=False, TPCH-16, scale_factor=0.01, R 0.302 s 0.633
2023-01-18 16:40 R tpch arrow, native, memory_map=False, TPCH-16, scale_factor=0.01, R 0.230 s 0.877
2023-01-18 16:41 R tpch arrow, native, memory_map=False, TPCH-16, scale_factor=0.1, R 0.261 s 0.851
2023-01-18 16:41 R tpch arrow, native, memory_map=False, TPCH-16, scale_factor=1, R 0.384 s 1.059
2023-01-18 16:41 R tpch arrow, parquet, memory_map=False, TPCH-16, scale_factor=1, R 0.878 s 0.290
2023-01-18 16:41 R tpch arrow, parquet, memory_map=False, TPCH-16, scale_factor=0.1, R 0.371 s 0.835
2023-01-18 16:42 R tpch arrow, native, memory_map=False, TPCH-16, scale_factor=10, R 1.082 s 0.970
2023-01-18 16:43 R tpch arrow, parquet, memory_map=False, TPCH-16, scale_factor=10, R 11.481 s 0.537
2023-01-18 16:43 R tpch arrow, parquet, memory_map=False, TPCH-17, scale_factor=0.01, R 0.338 s 0.542
2023-01-18 16:43 R tpch arrow, native, memory_map=False, TPCH-17, scale_factor=0.01, R 0.254 s 0.881
2023-01-18 16:43 R tpch arrow, native, memory_map=False, TPCH-17, scale_factor=0.1, R 0.263 s 0.757
2023-01-18 16:43 R tpch arrow, parquet, memory_map=False, TPCH-17, scale_factor=0.1, R 0.479 s 0.836
2023-01-18 16:44 R tpch arrow, native, memory_map=False, TPCH-17, scale_factor=1, R 0.313 s 1.281
2023-01-18 16:44 R tpch arrow, parquet, memory_map=False, TPCH-17, scale_factor=1, R 2.718 s 0.045
2023-01-18 16:48 R tpch arrow, native, memory_map=False, TPCH-17, scale_factor=10, R 0.907 s 1.256
2023-01-18 16:50 R tpch arrow, parquet, memory_map=False, TPCH-17, scale_factor=10, R 31.311 s 0.208
2023-01-18 16:50 R tpch arrow, native, memory_map=False, TPCH-18, scale_factor=0.01, R 0.229 s 1.070
2023-01-18 16:50 R tpch arrow, native, memory_map=False, TPCH-18, scale_factor=0.1, R 0.249 s 1.134
2023-01-18 16:50 R tpch arrow, parquet, memory_map=False, TPCH-18, scale_factor=0.01, R 0.303 s 0.776
2023-01-18 16:51 R tpch arrow, parquet, memory_map=False, TPCH-18, scale_factor=1, R 0.751 s 0.697
2023-01-18 16:50 R tpch arrow, parquet, memory_map=False, TPCH-18, scale_factor=0.1, R 0.342 s 0.426
2023-01-18 16:51 R tpch arrow, native, memory_map=False, TPCH-18, scale_factor=1, R 0.510 s 0.554
2023-01-18 16:57 R tpch arrow, parquet, memory_map=False, TPCH-18, scale_factor=10, R 13.276 s -0.505
2023-01-18 16:57 R tpch arrow, native, memory_map=False, TPCH-19, scale_factor=0.1, R 0.500 s 0.618
2023-01-18 16:58 R tpch arrow, native, memory_map=False, TPCH-19, scale_factor=1, R 1.163 s 0.578
2023-01-18 17:04 R tpch arrow, parquet, memory_map=False, TPCH-20, scale_factor=0.01, R 0.391 s 1.018
2023-01-18 16:56 R tpch arrow, native, memory_map=False, TPCH-18, scale_factor=10, R 4.784 s -0.535
2023-01-18 16:57 R tpch arrow, native, memory_map=False, TPCH-19, scale_factor=0.01, R 0.310 s 0.881
2023-01-18 17:04 R tpch arrow, parquet, memory_map=False, TPCH-19, scale_factor=10, R 30.801 s 0.235
2023-01-18 17:05 R tpch arrow, native, memory_map=False, TPCH-20, scale_factor=1, R 0.350 s 0.807
2023-01-18 17:02 R tpch arrow, native, memory_map=False, TPCH-19, scale_factor=10, R 8.683 s 0.701
2023-01-18 17:05 R tpch arrow, native, memory_map=False, TPCH-20, scale_factor=0.1, R 0.301 s 0.884
2023-01-18 16:57 R tpch arrow, parquet, memory_map=False, TPCH-19, scale_factor=0.01, R 0.399 s 0.171
2023-01-18 17:04 R tpch arrow, native, memory_map=False, TPCH-20, scale_factor=0.01, R 0.296 s 1.437
2023-01-18 17:06 R tpch arrow, parquet, memory_map=False, TPCH-20, scale_factor=1, R 3.348 s 0.340
2023-01-18 17:10 R tpch arrow, native, memory_map=False, TPCH-20, scale_factor=10, R 0.897 s 1.533
2023-01-18 16:57 R tpch arrow, parquet, memory_map=False, TPCH-19, scale_factor=0.1, R 0.591 s 0.735
2023-01-18 16:58 R tpch arrow, parquet, memory_map=False, TPCH-19, scale_factor=1, R 3.035 s 0.672
2023-01-18 17:05 R tpch arrow, parquet, memory_map=False, TPCH-20, scale_factor=0.1, R 0.517 s 0.767
2023-01-18 17:12 R tpch arrow, native, memory_map=False, TPCH-21, scale_factor=0.1, R 0.825 s 0.751
2023-01-18 17:12 R tpch arrow, parquet, memory_map=False, TPCH-21, scale_factor=0.01, R 0.529 s 0.927
2023-01-18 17:14 R tpch arrow, parquet, memory_map=False, TPCH-21, scale_factor=1, R 4.973 s 0.687
2023-01-18 17:12 R tpch arrow, parquet, memory_map=False, TPCH-20, scale_factor=10, R 36.886 s -1.269
2023-01-18 17:12 R tpch arrow, native, memory_map=False, TPCH-21, scale_factor=0.01, R 0.441 s 1.164
2023-01-18 17:24 R tpch arrow, parquet, memory_map=False, TPCH-22, scale_factor=0.1, R 0.343 s 0.594
2023-01-18 17:13 R tpch arrow, parquet, memory_map=False, TPCH-21, scale_factor=0.1, R 0.947 s 0.769
2023-01-18 17:13 R tpch arrow, native, memory_map=False, TPCH-21, scale_factor=1, R 3.585 s 0.741
2023-01-18 17:20 R tpch arrow, native, memory_map=False, TPCH-21, scale_factor=10, R 40.775 s 0.271
2023-01-18 17:24 R tpch arrow, parquet, memory_map=False, TPCH-21, scale_factor=10, R 55.817 s -0.166
2023-01-18 17:24 R tpch arrow, native, memory_map=False, TPCH-22, scale_factor=0.01, R 0.228 s 1.327
2023-01-18 17:24 R tpch arrow, native, memory_map=False, TPCH-22, scale_factor=0.1, R 0.237 s 0.830
2023-01-18 17:26 R tpch arrow, parquet, memory_map=False, TPCH-22, scale_factor=10, R 11.087 s 0.421
2023-01-18 17:25 R tpch arrow, parquet, memory_map=False, TPCH-22, scale_factor=1, R 0.718 s 0.323
2023-01-18 17:26 R tpch arrow, native, memory_map=False, TPCH-22, scale_factor=10, R 0.391 s 1.040
2023-01-18 17:24 R tpch arrow, parquet, memory_map=False, TPCH-22, scale_factor=0.01, R 0.305 s 0.511
2023-01-18 17:24 R tpch arrow, native, memory_map=False, TPCH-22, scale_factor=1, R 0.265 s 1.057