Benchmarks
Date Lang Batch Benchmark Mean Z-Score Error
2022-11-17 16:34 R tpch arrow, native, memory_map=False, TPCH-01, scale_factor=0.1, R 0.233 s 0.172
2022-11-17 16:36 R tpch arrow, parquet, memory_map=False, TPCH-01, scale_factor=1, R 0.800 s 0.249
2022-11-17 16:34 R tpch arrow, parquet, memory_map=False, TPCH-01, scale_factor=0.01, R 0.292 s 0.231
2022-11-17 16:35 R tpch arrow, parquet, memory_map=False, TPCH-01, scale_factor=0.1, R 0.351 s 0.457
2022-11-17 16:34 R tpch arrow, native, memory_map=False, TPCH-01, scale_factor=0.01, R 0.220 s 0.511
2022-11-17 16:36 R tpch arrow, native, memory_map=False, TPCH-01, scale_factor=1, R 0.334 s 0.338
2022-11-17 16:51 R tpch arrow, parquet, memory_map=False, TPCH-03, scale_factor=1, R 0.783 s -0.153
2022-11-17 16:45 R tpch arrow, native, memory_map=False, TPCH-01, scale_factor=10, R 1.400 s -0.279
2022-11-17 16:47 R tpch arrow, parquet, memory_map=False, TPCH-02, scale_factor=0.01, R 0.402 s -0.369
2022-11-17 16:47 R tpch arrow, parquet, memory_map=False, TPCH-01, scale_factor=10, R 5.452 s 0.822
2022-11-17 16:47 R tpch arrow, native, memory_map=False, TPCH-02, scale_factor=0.01, R 0.325 s -0.226
2022-11-17 16:50 R tpch arrow, parquet, memory_map=False, TPCH-03, scale_factor=0.01, R 0.323 s 0.208
2022-11-17 16:47 R tpch arrow, native, memory_map=False, TPCH-02, scale_factor=0.1, R 0.336 s -0.440
2022-11-17 16:49 R tpch arrow, parquet, memory_map=False, TPCH-02, scale_factor=10, R 1.413 s 0.412
2022-11-17 16:50 R tpch arrow, parquet, memory_map=False, TPCH-03, scale_factor=0.1, R 0.371 s -0.110
2022-11-17 16:58 R tpch arrow, native, memory_map=False, TPCH-04, scale_factor=1, R 0.341 s -0.482
2022-11-17 16:56 R tpch arrow, parquet, memory_map=False, TPCH-03, scale_factor=10, R 7.354 s 0.750
2022-11-17 16:48 R tpch arrow, parquet, memory_map=False, TPCH-02, scale_factor=0.1, R 0.414 s -0.148
2022-11-17 16:57 R tpch arrow, native, memory_map=False, TPCH-04, scale_factor=0.1, R 0.246 s -0.771
2022-11-17 16:48 R tpch arrow, native, memory_map=False, TPCH-02, scale_factor=1, R 0.406 s -0.009
2022-11-17 16:50 R tpch arrow, native, memory_map=False, TPCH-03, scale_factor=0.01, R 0.264 s 0.046
2022-11-17 16:57 R tpch arrow, parquet, memory_map=False, TPCH-04, scale_factor=0.01, R 0.302 s -0.556
2022-11-17 16:51 R tpch arrow, native, memory_map=False, TPCH-03, scale_factor=1, R 0.370 s 0.062
2022-11-17 16:48 R tpch arrow, parquet, memory_map=False, TPCH-02, scale_factor=1, R 0.538 s -0.095
2022-11-17 16:49 R tpch arrow, native, memory_map=False, TPCH-02, scale_factor=10, R 0.910 s -0.130
2022-11-17 16:56 R tpch arrow, native, memory_map=False, TPCH-03, scale_factor=10, R 1.286 s 0.348
2022-11-17 16:50 R tpch arrow, native, memory_map=False, TPCH-03, scale_factor=0.1, R 0.274 s -0.162
2022-11-17 16:57 R tpch arrow, parquet, memory_map=False, TPCH-04, scale_factor=0.1, R 0.318 s -0.577
2022-11-17 16:57 R tpch arrow, native, memory_map=False, TPCH-04, scale_factor=0.01, R 0.243 s -1.648
2022-11-17 16:58 R tpch arrow, parquet, memory_map=False, TPCH-04, scale_factor=1, R 0.453 s -0.164
2022-11-17 17:03 R tpch arrow, parquet, memory_map=False, TPCH-04, scale_factor=10, R 3.570 s -0.543
2022-11-17 17:03 R tpch arrow, parquet, memory_map=False, TPCH-05, scale_factor=0.01, R 0.389 s -0.628
2022-11-17 17:03 R tpch arrow, parquet, memory_map=False, TPCH-05, scale_factor=0.1, R 0.441 s -0.804
2022-11-17 17:03 R tpch arrow, native, memory_map=False, TPCH-05, scale_factor=0.01, R 0.304 s -0.468
2022-11-17 17:04 R tpch arrow, parquet, memory_map=False, TPCH-05, scale_factor=1, R 0.854 s -0.127
2022-11-17 17:02 R tpch arrow, native, memory_map=False, TPCH-04, scale_factor=10, R 1.255 s -0.053
2022-11-17 17:04 R tpch arrow, native, memory_map=False, TPCH-05, scale_factor=1, R 0.385 s -0.213
2022-11-17 17:03 R tpch arrow, native, memory_map=False, TPCH-05, scale_factor=0.1, R 0.312 s -0.377
2022-11-17 17:11 R tpch arrow, parquet, memory_map=False, TPCH-06, scale_factor=1, R 0.711 s -0.289
2022-11-17 17:15 R tpch arrow, native, memory_map=False, TPCH-07, scale_factor=0.1, R 0.338 s -0.097
2022-11-17 17:37 R tpch arrow, parquet, memory_map=False, TPCH-10, scale_factor=1, R 0.939 s -3.040
2022-11-17 17:43 R tpch arrow, native, memory_map=False, TPCH-11, scale_factor=0.1, R 0.278 s -0.528
2022-11-17 18:04 R tpch arrow, parquet, memory_map=False, TPCH-15, scale_factor=0.1, R 0.372 s -0.955
2022-11-17 17:10 R tpch arrow, parquet, memory_map=False, TPCH-06, scale_factor=0.01, R 0.269 s -0.568
2022-11-17 17:10 R tpch arrow, parquet, memory_map=False, TPCH-06, scale_factor=0.1, R 0.308 s -0.356
2022-11-17 17:15 R tpch arrow, native, memory_map=False, TPCH-07, scale_factor=0.01, R 0.336 s -0.426
2022-11-17 17:41 R tpch arrow, native, memory_map=False, TPCH-10, scale_factor=10, R 1.188 s -1.172
2022-11-17 17:45 R tpch arrow, parquet, memory_map=False, TPCH-11, scale_factor=10, R 10.727 s -1.143
2022-11-17 17:16 R tpch arrow, native, memory_map=False, TPCH-07, scale_factor=1, R 0.421 s -0.298
2022-11-17 17:37 R tpch arrow, native, memory_map=False, TPCH-10, scale_factor=1, R 0.404 s -1.422
2022-11-17 17:53 R tpch arrow, native, memory_map=False, TPCH-13, scale_factor=0.01, R 0.223 s -0.432
2022-11-17 17:55 R tpch arrow, native, memory_map=False, TPCH-13, scale_factor=10, R 4.745 s -2.199
2022-11-17 17:09 R tpch arrow, native, memory_map=False, TPCH-06, scale_factor=0.01, R 0.195 s -0.333
2022-11-17 17:10 R tpch arrow, native, memory_map=False, TPCH-06, scale_factor=0.1, R 0.200 s -1.124
2022-11-17 17:29 R tpch arrow, native, memory_map=False, TPCH-09, scale_factor=0.1, R 0.353 s -0.755
2022-11-17 17:35 R tpch arrow, native, memory_map=False, TPCH-09, scale_factor=10, R 1.377 s -1.147
2022-11-17 17:43 R tpch arrow, parquet, memory_map=False, TPCH-11, scale_factor=1, R 1.004 s -0.736
2022-11-17 17:54 R tpch arrow, parquet, memory_map=False, TPCH-13, scale_factor=1, R 1.277 s -0.487
2022-11-17 17:15 R tpch arrow, parquet, memory_map=False, TPCH-07, scale_factor=0.1, R 0.464 s -0.479
2022-11-17 17:15 R tpch arrow, parquet, memory_map=False, TPCH-06, scale_factor=10, R 5.060 s -0.280
2022-11-17 17:09 R tpch arrow, native, memory_map=False, TPCH-05, scale_factor=10, R 0.900 s -0.032
2022-11-17 17:10 R tpch arrow, native, memory_map=False, TPCH-06, scale_factor=1, R 0.225 s -0.508
2022-11-17 17:23 R tpch arrow, native, memory_map=False, TPCH-08, scale_factor=1, R 0.430 s -0.439
2022-11-17 17:36 R tpch arrow, parquet, memory_map=False, TPCH-10, scale_factor=0.1, R 0.442 s -1.622
2022-11-17 17:45 R tpch arrow, native, memory_map=False, TPCH-12, scale_factor=0.1, R 0.379 s -1.294
2022-11-17 17:53 R tpch arrow, parquet, memory_map=False, TPCH-12, scale_factor=10, R 35.230 s -0.289
2022-11-17 17:56 R tpch arrow, parquet, memory_map=False, TPCH-13, scale_factor=10, R 15.523 s -1.674
2022-11-17 17:43 R tpch arrow, parquet, memory_map=False, TPCH-11, scale_factor=0.1, R 0.411 s -0.489
2022-11-17 17:44 R tpch arrow, native, memory_map=False, TPCH-11, scale_factor=10, R 1.110 s -1.330
2022-11-17 18:04 R tpch arrow, native, memory_map=False, TPCH-15, scale_factor=0.01, R 0.252 s -1.480
2022-11-17 18:04 R tpch arrow, native, memory_map=False, TPCH-15, scale_factor=0.1, R 0.251 s -0.842
2022-11-17 17:15 R tpch arrow, parquet, memory_map=False, TPCH-07, scale_factor=0.01, R 0.419 s -0.577
2022-11-17 17:22 R tpch arrow, native, memory_map=False, TPCH-08, scale_factor=0.1, R 0.384 s 0.007
2022-11-17 17:36 R tpch arrow, parquet, memory_map=False, TPCH-10, scale_factor=0.01, R 0.385 s -1.354
2022-11-17 17:27 R tpch arrow, native, memory_map=False, TPCH-08, scale_factor=10, R 0.813 s -1.018
2022-11-17 17:28 R tpch arrow, native, memory_map=False, TPCH-09, scale_factor=0.01, R 0.320 s -0.412
2022-11-17 17:42 R tpch arrow, parquet, memory_map=False, TPCH-11, scale_factor=0.01, R 0.336 s -0.748
2022-11-17 17:57 R tpch arrow, parquet, memory_map=False, TPCH-14, scale_factor=0.01, R 0.336 s -0.326
2022-11-17 17:09 R tpch arrow, parquet, memory_map=False, TPCH-05, scale_factor=10, R 8.119 s -0.206
2022-11-17 17:21 R tpch arrow, native, memory_map=False, TPCH-08, scale_factor=0.01, R 0.381 s -0.469
2022-11-17 17:23 R tpch arrow, parquet, memory_map=False, TPCH-08, scale_factor=1, R 0.941 s -0.661
2022-11-17 17:14 R tpch arrow, native, memory_map=False, TPCH-06, scale_factor=10, R 0.502 s -0.186
2022-11-17 17:36 R tpch arrow, native, memory_map=False, TPCH-10, scale_factor=0.01, R 0.306 s -1.219
2022-11-17 17:22 R tpch arrow, parquet, memory_map=False, TPCH-08, scale_factor=0.01, R 0.476 s -0.647
2022-11-17 17:28 R tpch arrow, parquet, memory_map=False, TPCH-08, scale_factor=10, R 10.082 s -0.073
2022-11-17 17:29 R tpch arrow, parquet, memory_map=False, TPCH-09, scale_factor=0.1, R 0.465 s -0.496
2022-11-17 17:42 R tpch arrow, native, memory_map=False, TPCH-11, scale_factor=0.01, R 0.255 s -1.223
2022-11-17 17:45 R tpch arrow, parquet, memory_map=False, TPCH-12, scale_factor=0.01, R 0.333 s -0.726
2022-11-17 17:46 R tpch arrow, parquet, memory_map=False, TPCH-12, scale_factor=1, R 3.093 s -0.557
2022-11-17 17:54 R tpch arrow, native, memory_map=False, TPCH-13, scale_factor=1, R 0.813 s -1.283
2022-11-17 17:57 R tpch arrow, parquet, memory_map=False, TPCH-14, scale_factor=0.1, R 0.502 s -1.135
2022-11-17 17:21 R tpch arrow, parquet, memory_map=False, TPCH-07, scale_factor=10, R 8.631 s -0.045
2022-11-17 17:29 R tpch arrow, native, memory_map=False, TPCH-09, scale_factor=1, R 0.537 s -1.029
2022-11-17 17:42 R tpch arrow, parquet, memory_map=False, TPCH-10, scale_factor=10, R 9.252 s -0.745
2022-11-17 17:58 R tpch arrow, native, memory_map=False, TPCH-14, scale_factor=1, R 0.570 s -2.065
2022-11-17 17:16 R tpch arrow, parquet, memory_map=False, TPCH-07, scale_factor=1, R 0.892 s -0.678
2022-11-17 17:35 R tpch arrow, parquet, memory_map=False, TPCH-09, scale_factor=10, R 11.550 s -1.411
2022-11-17 17:45 R tpch arrow, native, memory_map=False, TPCH-12, scale_factor=0.01, R 0.247 s -0.676
2022-11-17 17:57 R tpch arrow, native, memory_map=False, TPCH-14, scale_factor=0.1, R 0.286 s -0.836
2022-11-17 17:22 R tpch arrow, parquet, memory_map=False, TPCH-08, scale_factor=0.1, R 0.518 s -0.354
2022-11-17 17:28 R tpch arrow, parquet, memory_map=False, TPCH-09, scale_factor=0.01, R 0.404 s -0.420
2022-11-17 17:30 R tpch arrow, parquet, memory_map=False, TPCH-09, scale_factor=1, R 1.020 s -0.602
2022-11-17 17:56 R tpch arrow, native, memory_map=False, TPCH-14, scale_factor=0.01, R 0.256 s -1.197
2022-11-17 17:21 R tpch arrow, native, memory_map=False, TPCH-07, scale_factor=10, R 1.071 s 0.058
2022-11-17 17:43 R tpch arrow, native, memory_map=False, TPCH-11, scale_factor=1, R 0.405 s -1.041
2022-11-17 17:53 R tpch arrow, native, memory_map=False, TPCH-13, scale_factor=0.1, R 0.407 s -1.267
2022-11-17 17:58 R tpch arrow, parquet, memory_map=False, TPCH-14, scale_factor=1, R 2.535 s -0.706
2022-11-17 18:03 R tpch arrow, parquet, memory_map=False, TPCH-14, scale_factor=10, R 28.653 s -1.125
2022-11-17 17:46 R tpch arrow, native, memory_map=False, TPCH-12, scale_factor=1, R 0.655 s -0.730
2022-11-17 17:51 R tpch arrow, native, memory_map=False, TPCH-12, scale_factor=10, R 3.629 s -1.672
2022-11-17 18:05 R tpch arrow, native, memory_map=False, TPCH-15, scale_factor=1, R 0.301 s -1.126
2022-11-17 17:36 R tpch arrow, native, memory_map=False, TPCH-10, scale_factor=0.1, R 0.313 s -1.106
2022-11-17 17:45 R tpch arrow, parquet, memory_map=False, TPCH-12, scale_factor=0.1, R 0.506 s -0.777
2022-11-17 17:53 R tpch arrow, parquet, memory_map=False, TPCH-13, scale_factor=0.01, R 0.301 s -0.573
2022-11-17 18:02 R tpch arrow, native, memory_map=False, TPCH-14, scale_factor=10, R 2.357 s -1.393
2022-11-17 17:54 R tpch arrow, parquet, memory_map=False, TPCH-13, scale_factor=0.1, R 0.547 s -0.774
2022-11-17 18:04 R tpch arrow, parquet, memory_map=False, TPCH-15, scale_factor=0.01, R 0.321 s -0.647
2022-11-17 18:05 R tpch arrow, parquet, memory_map=False, TPCH-15, scale_factor=1, R 0.804 s 0.152
2022-11-17 18:09 R tpch arrow, parquet, memory_map=False, TPCH-15, scale_factor=10, R 6.074 s -0.170
2022-11-17 18:08 R tpch arrow, native, memory_map=False, TPCH-15, scale_factor=10, R 0.840 s -0.577
2022-11-17 18:09 R tpch arrow, native, memory_map=False, TPCH-16, scale_factor=0.01, R 0.240 s -0.745
2022-11-17 18:09 R tpch arrow, parquet, memory_map=False, TPCH-16, scale_factor=0.01, R 0.313 s -0.464
2022-11-17 18:10 R tpch arrow, parquet, memory_map=False, TPCH-16, scale_factor=0.1, R 0.383 s -0.360
2022-11-17 18:09 R tpch arrow, native, memory_map=False, TPCH-16, scale_factor=0.1, R 0.267 s -0.410
2022-11-17 18:10 R tpch arrow, parquet, memory_map=False, TPCH-16, scale_factor=1, R 0.881 s -0.155
2022-11-17 18:10 R tpch arrow, native, memory_map=False, TPCH-16, scale_factor=1, R 0.392 s 0.070
2022-11-17 18:11 R tpch arrow, native, memory_map=False, TPCH-16, scale_factor=10, R 1.130 s -0.443
2022-11-17 18:12 R tpch arrow, parquet, memory_map=False, TPCH-16, scale_factor=10, R 11.567 s -1.625
2022-11-17 18:12 R tpch arrow, parquet, memory_map=False, TPCH-17, scale_factor=0.1, R 0.492 s -0.214
2022-11-17 18:12 R tpch arrow, native, memory_map=False, TPCH-17, scale_factor=0.01, R 0.259 s -0.282
2022-11-17 18:12 R tpch arrow, parquet, memory_map=False, TPCH-17, scale_factor=0.01, R 0.348 s -0.811
2022-11-17 18:13 R tpch arrow, native, memory_map=False, TPCH-17, scale_factor=1, R 0.323 s -0.714
2022-11-17 18:12 R tpch arrow, native, memory_map=False, TPCH-17, scale_factor=0.1, R 0.270 s -0.802
2022-11-17 18:13 R tpch arrow, parquet, memory_map=False, TPCH-17, scale_factor=1, R 2.809 s -4.637
2022-11-17 18:27 R tpch arrow, parquet, memory_map=False, TPCH-19, scale_factor=0.1, R 0.607 s -0.657
2022-11-17 18:17 R tpch arrow, native, memory_map=False, TPCH-17, scale_factor=10, R 0.922 s -0.585
2022-11-17 18:33 R tpch arrow, native, memory_map=False, TPCH-20, scale_factor=0.01, R 0.308 s -0.348
2022-11-17 18:26 R tpch arrow, native, memory_map=False, TPCH-19, scale_factor=0.1, R 0.505 s -1.040
2022-11-17 18:31 R tpch arrow, native, memory_map=False, TPCH-19, scale_factor=10, R 8.804 s -1.788
2022-11-17 18:19 R tpch arrow, parquet, memory_map=False, TPCH-18, scale_factor=0.01, R 0.315 s -0.455
2022-11-17 18:19 R tpch arrow, native, memory_map=False, TPCH-18, scale_factor=0.1, R 0.256 s -0.145
2022-11-17 18:20 R tpch arrow, parquet, memory_map=False, TPCH-18, scale_factor=0.1, R 0.356 s -0.688
2022-11-17 18:20 R tpch arrow, parquet, memory_map=False, TPCH-18, scale_factor=1, R 0.761 s -0.577
2022-11-17 18:19 R tpch arrow, native, memory_map=False, TPCH-18, scale_factor=0.01, R 0.240 s -0.921
2022-11-17 18:35 R tpch arrow, parquet, memory_map=False, TPCH-20, scale_factor=1, R 3.363 s -1.276
2022-11-17 18:26 R tpch arrow, parquet, memory_map=False, TPCH-19, scale_factor=0.01, R 0.398 s -0.405
2022-11-17 18:26 R tpch arrow, parquet, memory_map=False, TPCH-18, scale_factor=10, R 13.161 s -0.165
2022-11-17 18:20 R tpch arrow, native, memory_map=False, TPCH-18, scale_factor=1, R 0.531 s -1.660
2022-11-17 18:19 R tpch arrow, parquet, memory_map=False, TPCH-17, scale_factor=10, R 31.172 s 1.042
2022-11-17 18:26 R tpch arrow, native, memory_map=False, TPCH-19, scale_factor=0.01, R 0.311 s -0.424
2022-11-17 18:27 R tpch arrow, parquet, memory_map=False, TPCH-19, scale_factor=1, R 3.093 s -2.043
2022-11-17 18:25 R tpch arrow, native, memory_map=False, TPCH-18, scale_factor=10, R 4.430 s -0.257
2022-11-17 18:27 R tpch arrow, native, memory_map=False, TPCH-19, scale_factor=1, R 1.211 s -1.800
2022-11-17 18:33 R tpch arrow, parquet, memory_map=False, TPCH-19, scale_factor=10, R 30.792 s -1.170
2022-11-17 18:34 R tpch arrow, parquet, memory_map=False, TPCH-20, scale_factor=0.01, R 0.408 s -0.490
2022-11-17 18:34 R tpch arrow, native, memory_map=False, TPCH-20, scale_factor=0.1, R 0.312 s -0.454
2022-11-17 18:34 R tpch arrow, parquet, memory_map=False, TPCH-20, scale_factor=0.1, R 0.539 s -0.541
2022-11-17 18:35 R tpch arrow, native, memory_map=False, TPCH-20, scale_factor=1, R 0.365 s -0.945
2022-11-17 18:41 R tpch arrow, parquet, memory_map=False, TPCH-20, scale_factor=10, R 36.529 s 0.070
2022-11-17 18:39 R tpch arrow, native, memory_map=False, TPCH-20, scale_factor=10, R 0.910 s -0.327
2022-11-17 18:53 R tpch arrow, native, memory_map=False, TPCH-22, scale_factor=0.1, R 0.241 s -0.534
2022-11-17 18:41 R tpch arrow, native, memory_map=False, TPCH-21, scale_factor=0.01, R 0.439 s -0.327
2022-11-17 18:42 R tpch arrow, parquet, memory_map=False, TPCH-21, scale_factor=0.1, R 0.978 s -1.064
2022-11-17 18:42 R tpch arrow, parquet, memory_map=False, TPCH-21, scale_factor=0.01, R 0.534 s -0.498
2022-11-17 18:42 R tpch arrow, native, memory_map=False, TPCH-21, scale_factor=0.1, R 0.847 s -1.394
2022-11-17 18:55 R tpch arrow, native, memory_map=False, TPCH-22, scale_factor=10, R 0.399 s -0.861
2022-11-17 18:53 R tpch arrow, native, memory_map=False, TPCH-22, scale_factor=0.01, R 0.235 s -0.560
2022-11-17 18:54 R tpch arrow, native, memory_map=False, TPCH-22, scale_factor=1, R 0.266 s 0.070
2022-11-17 18:43 R tpch arrow, parquet, memory_map=False, TPCH-21, scale_factor=1, R 5.118 s -1.949
2022-11-17 18:53 R tpch arrow, parquet, memory_map=False, TPCH-21, scale_factor=10, R 53.439 s -1.414
2022-11-17 18:56 R tpch arrow, parquet, memory_map=False, TPCH-22, scale_factor=10, R 11.119 s -1.530
2022-11-17 18:43 R tpch arrow, native, memory_map=False, TPCH-21, scale_factor=1, R 3.680 s -1.475
2022-11-17 18:54 R tpch arrow, parquet, memory_map=False, TPCH-22, scale_factor=0.1, R 0.353 s -0.549
2022-11-17 18:54 R tpch arrow, parquet, memory_map=False, TPCH-22, scale_factor=1, R 0.743 s -0.848
2022-11-17 18:53 R tpch arrow, parquet, memory_map=False, TPCH-22, scale_factor=0.01, R 0.314 s -0.675
2022-11-17 18:50 R tpch arrow, native, memory_map=False, TPCH-21, scale_factor=10, R 39.302 s -1.520