Benchmarks
Date Lang Batch Benchmark Mean Z-Score Error
2022-11-10 09:05 R tpch arrow, parquet, memory_map=False, TPCH-02, scale_factor=0.01, R 0.386 s 0.681
2022-11-10 09:08 R tpch arrow, native, memory_map=False, TPCH-03, scale_factor=0.01, R 0.256 s 0.881
2022-11-10 09:08 R tpch arrow, parquet, memory_map=False, TPCH-03, scale_factor=0.1, R 0.359 s 0.713
2022-11-10 08:54 R tpch arrow, parquet, memory_map=False, TPCH-01, scale_factor=1, R 0.783 s 0.502
2022-11-10 08:54 R tpch arrow, native, memory_map=False, TPCH-01, scale_factor=1, R 0.325 s 1.186
2022-11-10 08:52 R tpch arrow, native, memory_map=False, TPCH-01, scale_factor=0.01, R 0.215 s 0.931
2022-11-10 08:52 R tpch arrow, parquet, memory_map=False, TPCH-01, scale_factor=0.01, R 0.282 s 0.825
2022-11-10 08:52 R tpch arrow, native, memory_map=False, TPCH-01, scale_factor=0.1, R 0.222 s 1.079
2022-11-10 09:05 R tpch arrow, native, memory_map=False, TPCH-02, scale_factor=0.1, R 0.325 s 0.687
2022-11-10 09:09 R tpch arrow, native, memory_map=False, TPCH-03, scale_factor=1, R 0.364 s 0.714
2022-11-10 09:05 R tpch arrow, parquet, memory_map=False, TPCH-01, scale_factor=10, R 5.435 s 0.666
2022-11-10 09:09 R tpch arrow, parquet, memory_map=False, TPCH-03, scale_factor=1, R 0.798 s -0.765
2022-11-10 08:53 R tpch arrow, parquet, memory_map=False, TPCH-01, scale_factor=0.1, R 0.358 s 0.097
2022-11-10 09:06 R tpch arrow, parquet, memory_map=False, TPCH-02, scale_factor=1, R 0.523 s 0.732
2022-11-10 09:15 R tpch arrow, parquet, memory_map=False, TPCH-04, scale_factor=0.01, R 0.295 s 0.204
2022-11-10 09:07 R tpch arrow, parquet, memory_map=False, TPCH-02, scale_factor=10, R 1.396 s 0.720
2022-11-10 09:14 R tpch arrow, native, memory_map=False, TPCH-04, scale_factor=0.01, R 0.233 s 0.279
2022-11-10 09:22 R tpch arrow, native, memory_map=False, TPCH-05, scale_factor=1, R 0.374 s 0.764
2022-11-10 09:08 R tpch arrow, native, memory_map=False, TPCH-03, scale_factor=0.1, R 0.263 s 0.868
2022-11-10 09:16 R tpch arrow, parquet, memory_map=False, TPCH-04, scale_factor=1, R 0.451 s 0.144
2022-11-10 09:21 R tpch arrow, native, memory_map=False, TPCH-05, scale_factor=0.01, R 0.293 s 0.688
2022-11-10 09:03 R tpch arrow, native, memory_map=False, TPCH-01, scale_factor=10, R 1.371 s 1.032
2022-11-10 09:21 R tpch arrow, parquet, memory_map=False, TPCH-05, scale_factor=0.01, R 0.375 s 0.517
2022-11-10 09:21 R tpch arrow, native, memory_map=False, TPCH-05, scale_factor=0.1, R 0.305 s 0.541
2022-11-10 09:08 R tpch arrow, parquet, memory_map=False, TPCH-03, scale_factor=0.01, R 0.315 s 0.710
2022-11-10 09:05 R tpch arrow, native, memory_map=False, TPCH-02, scale_factor=0.01, R 0.315 s 0.724
2022-11-10 09:06 R tpch arrow, parquet, memory_map=False, TPCH-02, scale_factor=0.1, R 0.402 s 0.653
2022-11-10 09:06 R tpch arrow, native, memory_map=False, TPCH-02, scale_factor=1, R 0.394 s 1.000
2022-11-10 09:07 R tpch arrow, native, memory_map=False, TPCH-02, scale_factor=10, R 0.897 s 0.878
2022-11-10 09:15 R tpch arrow, native, memory_map=False, TPCH-04, scale_factor=0.1, R 0.243 s 0.180
2022-11-10 09:14 R tpch arrow, parquet, memory_map=False, TPCH-03, scale_factor=10, R 7.335 s 0.604
2022-11-10 09:21 R tpch arrow, parquet, memory_map=False, TPCH-05, scale_factor=0.1, R 0.424 s 0.417
2022-11-10 09:32 R tpch arrow, native, memory_map=False, TPCH-07, scale_factor=0.01, R 0.326 s 0.557
2022-11-10 09:34 R tpch arrow, native, memory_map=False, TPCH-07, scale_factor=1, R 0.413 s 0.489
2022-11-10 09:16 R tpch arrow, native, memory_map=False, TPCH-04, scale_factor=1, R 0.339 s 0.159
2022-11-10 09:28 R tpch arrow, parquet, memory_map=False, TPCH-06, scale_factor=0.1, R 0.306 s -0.087
2022-11-10 09:13 R tpch arrow, native, memory_map=False, TPCH-03, scale_factor=10, R 1.300 s 0.022
2022-11-10 09:33 R tpch arrow, parquet, memory_map=False, TPCH-07, scale_factor=0.01, R 0.406 s 0.340
2022-11-10 09:33 R tpch arrow, parquet, memory_map=False, TPCH-07, scale_factor=0.1, R 0.473 s -0.521
2022-11-10 09:20 R tpch arrow, parquet, memory_map=False, TPCH-04, scale_factor=10, R 3.548 s 0.646
2022-11-10 09:28 R tpch arrow, parquet, memory_map=False, TPCH-06, scale_factor=1, R 0.710 s -0.313
2022-11-10 09:34 R tpch arrow, parquet, memory_map=False, TPCH-07, scale_factor=1, R 0.869 s 0.249
2022-11-10 09:27 R tpch arrow, parquet, memory_map=False, TPCH-05, scale_factor=10, R 8.099 s -0.185
2022-11-10 09:15 R tpch arrow, parquet, memory_map=False, TPCH-04, scale_factor=0.1, R 0.315 s -0.021
2022-11-10 09:26 R tpch arrow, native, memory_map=False, TPCH-05, scale_factor=10, R 0.886 s 0.908
2022-11-10 09:33 R tpch arrow, native, memory_map=False, TPCH-07, scale_factor=0.1, R 0.334 s 0.439
2022-11-10 09:20 R tpch arrow, native, memory_map=False, TPCH-04, scale_factor=10, R 1.252 s 0.374
2022-11-10 09:27 R tpch arrow, parquet, memory_map=False, TPCH-06, scale_factor=0.01, R 0.266 s -0.113
2022-11-10 09:32 R tpch arrow, parquet, memory_map=False, TPCH-06, scale_factor=10, R 5.015 s -0.046
2022-11-10 09:22 R tpch arrow, parquet, memory_map=False, TPCH-05, scale_factor=1, R 0.852 s 0.009
2022-11-10 09:38 R tpch arrow, native, memory_map=False, TPCH-07, scale_factor=10, R 1.061 s 0.730
2022-11-10 09:27 R tpch arrow, native, memory_map=False, TPCH-06, scale_factor=0.1, R 0.194 s 0.086
2022-11-10 09:32 R tpch arrow, native, memory_map=False, TPCH-06, scale_factor=10, R 0.491 s 0.857
2022-11-10 09:27 R tpch arrow, native, memory_map=False, TPCH-06, scale_factor=0.01, R 0.193 s 0.203
2022-11-10 09:28 R tpch arrow, native, memory_map=False, TPCH-06, scale_factor=1, R 0.224 s -0.080
2022-11-10 09:39 R tpch arrow, parquet, memory_map=False, TPCH-07, scale_factor=10, R 8.593 s 0.178
2022-11-10 09:39 R tpch arrow, native, memory_map=False, TPCH-08, scale_factor=0.01, R 0.367 s 0.633
2022-11-10 09:40 R tpch arrow, parquet, memory_map=False, TPCH-08, scale_factor=1, R 0.931 s -0.151
2022-11-10 09:39 R tpch arrow, parquet, memory_map=False, TPCH-08, scale_factor=0.01, R 0.461 s 0.422
2022-11-10 09:39 R tpch arrow, native, memory_map=False, TPCH-08, scale_factor=0.1, R 0.379 s 0.509
2022-11-10 09:40 R tpch arrow, parquet, memory_map=False, TPCH-08, scale_factor=0.1, R 0.506 s 0.453
2022-11-10 09:40 R tpch arrow, native, memory_map=False, TPCH-08, scale_factor=1, R 0.421 s 0.523
2022-11-10 09:46 R tpch arrow, parquet, memory_map=False, TPCH-09, scale_factor=0.01, R 0.404 s -0.018
2022-11-10 09:46 R tpch arrow, parquet, memory_map=False, TPCH-09, scale_factor=0.1, R 0.468 s -0.160
2022-11-10 09:52 R tpch arrow, native, memory_map=False, TPCH-09, scale_factor=10, R 1.347 s 0.525
2022-11-10 09:45 R tpch arrow, native, memory_map=False, TPCH-08, scale_factor=10, R 0.800 s 0.341
2022-11-10 09:45 R tpch arrow, parquet, memory_map=False, TPCH-08, scale_factor=10, R 10.142 s -1.067
2022-11-10 09:46 R tpch arrow, native, memory_map=False, TPCH-09, scale_factor=0.01, R 0.319 s 0.170
2022-11-10 09:47 R tpch arrow, native, memory_map=False, TPCH-09, scale_factor=1, R 0.515 s 0.821
2022-11-10 09:47 R tpch arrow, parquet, memory_map=False, TPCH-09, scale_factor=1, R 0.988 s 0.670
2022-11-10 09:46 R tpch arrow, native, memory_map=False, TPCH-09, scale_factor=0.1, R 0.349 s 0.200
2022-11-10 09:53 R tpch arrow, native, memory_map=False, TPCH-10, scale_factor=0.01, R 0.298 s 0.212
2022-11-10 09:53 R tpch arrow, parquet, memory_map=False, TPCH-09, scale_factor=10, R 11.504 s -0.461
2022-11-10 09:54 R tpch arrow, parquet, memory_map=False, TPCH-10, scale_factor=0.1, R 0.423 s -0.013
2022-11-10 09:53 R tpch arrow, native, memory_map=False, TPCH-10, scale_factor=0.1, R 0.306 s 0.214
2022-11-10 09:53 R tpch arrow, parquet, memory_map=False, TPCH-10, scale_factor=0.01, R 0.371 s -0.008
2022-11-10 09:54 R tpch arrow, parquet, memory_map=False, TPCH-10, scale_factor=1, R 0.856 s -0.016
2022-11-10 09:54 R tpch arrow, native, memory_map=False, TPCH-10, scale_factor=1, R 0.395 s 0.124
2022-11-10 10:02 R tpch arrow, native, memory_map=False, TPCH-12, scale_factor=0.01, R 0.243 s 0.085
2022-11-10 10:04 R tpch arrow, parquet, memory_map=False, TPCH-12, scale_factor=1, R 3.075 s 0.236
2022-11-10 10:03 R tpch arrow, native, memory_map=False, TPCH-12, scale_factor=1, R 0.646 s 0.251
2022-11-10 10:20 R tpch arrow, parquet, memory_map=False, TPCH-14, scale_factor=10, R 28.500 s 0.690
2022-11-10 09:59 R tpch arrow, native, memory_map=False, TPCH-10, scale_factor=10, R 1.177 s 0.052
2022-11-10 10:19 R tpch arrow, native, memory_map=False, TPCH-14, scale_factor=10, R 2.276 s 0.555
2022-11-10 10:21 R tpch arrow, native, memory_map=False, TPCH-15, scale_factor=0.01, R 0.238 s 0.700
2022-11-10 10:29 R tpch arrow, native, memory_map=False, TPCH-17, scale_factor=0.01, R 0.261 s -0.070
2022-11-10 10:11 R tpch arrow, native, memory_map=False, TPCH-13, scale_factor=1, R 0.784 s 1.278
2022-11-10 10:01 R tpch arrow, native, memory_map=False, TPCH-11, scale_factor=10, R 1.061 s 0.914
2022-11-10 10:15 R tpch arrow, parquet, memory_map=False, TPCH-14, scale_factor=1, R 2.535 s -0.575
2022-11-10 10:00 R tpch arrow, native, memory_map=False, TPCH-11, scale_factor=0.01, R 0.243 s 0.710
2022-11-10 10:29 R tpch arrow, parquet, memory_map=False, TPCH-17, scale_factor=0.01, R 0.343 s -0.121
2022-11-10 10:00 R tpch arrow, native, memory_map=False, TPCH-11, scale_factor=0.1, R 0.274 s 0.382
2022-11-10 10:11 R tpch arrow, parquet, memory_map=False, TPCH-13, scale_factor=0.1, R 0.529 s 0.391
2022-11-10 10:11 R tpch arrow, parquet, memory_map=False, TPCH-13, scale_factor=1, R 1.277 s -0.444
2022-11-10 10:14 R tpch arrow, native, memory_map=False, TPCH-14, scale_factor=0.1, R 0.285 s -0.122
2022-11-10 10:15 R tpch arrow, native, memory_map=False, TPCH-14, scale_factor=1, R 0.553 s -0.030
2022-11-10 10:21 R tpch arrow, parquet, memory_map=False, TPCH-15, scale_factor=0.01, R 0.308 s 0.574
2022-11-10 10:02 R tpch arrow, parquet, memory_map=False, TPCH-11, scale_factor=10, R 10.724 s -0.666
2022-11-10 10:03 R tpch arrow, native, memory_map=False, TPCH-12, scale_factor=0.1, R 0.371 s -0.108
2022-11-10 10:03 R tpch arrow, parquet, memory_map=False, TPCH-12, scale_factor=0.1, R 0.502 s -0.306
2022-11-10 09:59 R tpch arrow, parquet, memory_map=False, TPCH-10, scale_factor=10, R 9.289 s -1.225
2022-11-10 10:00 R tpch arrow, parquet, memory_map=False, TPCH-11, scale_factor=0.01, R 0.323 s 0.383
2022-11-10 10:08 R tpch arrow, native, memory_map=False, TPCH-12, scale_factor=10, R 3.605 s -0.539
2022-11-10 10:14 R tpch arrow, parquet, memory_map=False, TPCH-14, scale_factor=0.01, R 0.341 s -0.489
2022-11-10 10:00 R tpch arrow, parquet, memory_map=False, TPCH-11, scale_factor=0.1, R 0.408 s -0.185
2022-11-10 10:00 R tpch arrow, native, memory_map=False, TPCH-11, scale_factor=1, R 0.383 s 1.310
2022-11-10 10:02 R tpch arrow, parquet, memory_map=False, TPCH-12, scale_factor=0.01, R 0.328 s -0.178
2022-11-10 10:21 R tpch arrow, parquet, memory_map=False, TPCH-15, scale_factor=0.1, R 0.361 s 0.063
2022-11-10 10:22 R tpch arrow, parquet, memory_map=False, TPCH-15, scale_factor=1, R 0.845 s -1.504
2022-11-10 10:25 R tpch arrow, native, memory_map=False, TPCH-15, scale_factor=10, R 0.828 s 0.359
2022-11-10 10:26 R tpch arrow, native, memory_map=False, TPCH-16, scale_factor=0.1, R 0.263 s 0.436
2022-11-10 10:29 R tpch arrow, parquet, memory_map=False, TPCH-17, scale_factor=0.1, R 0.520 s -1.618
2022-11-10 10:21 R tpch arrow, native, memory_map=False, TPCH-15, scale_factor=0.1, R 0.240 s 0.739
2022-11-10 10:01 R tpch arrow, parquet, memory_map=False, TPCH-11, scale_factor=1, R 1.003 s -1.209
2022-11-10 10:10 R tpch arrow, native, memory_map=False, TPCH-13, scale_factor=0.01, R 0.213 s 0.743
2022-11-10 10:11 R tpch arrow, native, memory_map=False, TPCH-13, scale_factor=0.1, R 0.388 s 0.933
2022-11-10 10:26 R tpch arrow, parquet, memory_map=False, TPCH-15, scale_factor=10, R 6.039 s -0.116
2022-11-10 10:10 R tpch arrow, parquet, memory_map=False, TPCH-13, scale_factor=0.01, R 0.290 s 0.420
2022-11-10 10:14 R tpch arrow, native, memory_map=False, TPCH-14, scale_factor=0.01, R 0.250 s -0.040
2022-11-10 10:26 R tpch arrow, native, memory_map=False, TPCH-16, scale_factor=0.01, R 0.229 s 0.789
2022-11-10 10:30 R tpch arrow, parquet, memory_map=False, TPCH-17, scale_factor=1, R 2.725 s -0.773
2022-11-10 10:13 R tpch arrow, parquet, memory_map=False, TPCH-13, scale_factor=10, R 15.481 s -0.511
2022-11-10 10:14 R tpch arrow, parquet, memory_map=False, TPCH-14, scale_factor=0.1, R 0.493 s -0.609
2022-11-10 10:26 R tpch arrow, parquet, memory_map=False, TPCH-16, scale_factor=0.01, R 0.309 s -0.053
2022-11-10 10:10 R tpch arrow, parquet, memory_map=False, TPCH-12, scale_factor=10, R 35.196 s -0.518
2022-11-10 10:12 R tpch arrow, native, memory_map=False, TPCH-13, scale_factor=10, R 4.693 s -0.434
2022-11-10 10:22 R tpch arrow, native, memory_map=False, TPCH-15, scale_factor=1, R 0.287 s 0.780
2022-11-10 10:27 R tpch arrow, parquet, memory_map=False, TPCH-16, scale_factor=0.1, R 0.382 s -0.143
2022-11-10 10:30 R tpch arrow, native, memory_map=False, TPCH-17, scale_factor=1, R 0.319 s 0.135
2022-11-10 10:27 R tpch arrow, parquet, memory_map=False, TPCH-16, scale_factor=1, R 0.869 s 0.239
2022-11-10 10:27 R tpch arrow, native, memory_map=False, TPCH-16, scale_factor=1, R 0.391 s 0.770
2022-11-10 10:28 R tpch arrow, native, memory_map=False, TPCH-16, scale_factor=10, R 1.122 s 0.254
2022-11-10 10:29 R tpch arrow, native, memory_map=False, TPCH-17, scale_factor=0.1, R 0.266 s 0.099
2022-11-10 10:44 R tpch arrow, native, memory_map=False, TPCH-19, scale_factor=1, R 1.124 s 0.989
2022-11-10 10:29 R tpch arrow, parquet, memory_map=False, TPCH-16, scale_factor=10, R 11.543 s -0.663
2022-11-10 10:34 R tpch arrow, native, memory_map=False, TPCH-17, scale_factor=10, R 0.914 s 0.279
2022-11-10 10:36 R tpch arrow, native, memory_map=False, TPCH-18, scale_factor=0.01, R 0.230 s 0.567
2022-11-10 10:36 R tpch arrow, parquet, memory_map=False, TPCH-17, scale_factor=10, R 31.366 s -0.721
2022-11-10 10:36 R tpch arrow, parquet, memory_map=False, TPCH-18, scale_factor=0.01, R 0.308 s 0.227
2022-11-10 10:36 R tpch arrow, parquet, memory_map=False, TPCH-18, scale_factor=0.1, R 0.347 s 0.115
2022-11-10 10:36 R tpch arrow, native, memory_map=False, TPCH-18, scale_factor=0.1, R 0.251 s 0.563
2022-11-10 10:37 R tpch arrow, native, memory_map=False, TPCH-18, scale_factor=1, R 0.495 s 1.013
2022-11-10 10:37 R tpch arrow, parquet, memory_map=False, TPCH-18, scale_factor=1, R 0.740 s 0.446
2022-11-10 10:51 R tpch arrow, native, memory_map=False, TPCH-20, scale_factor=1, R 0.357 s 0.305
2022-11-10 10:42 R tpch arrow, native, memory_map=False, TPCH-18, scale_factor=10, R 4.320 s 1.807
2022-11-10 10:58 R tpch arrow, parquet, memory_map=False, TPCH-20, scale_factor=10, R 36.551 s -0.303
2022-11-10 10:50 R tpch arrow, native, memory_map=False, TPCH-20, scale_factor=0.01, R 0.308 s 0.070
2022-11-10 10:43 R tpch arrow, native, memory_map=False, TPCH-19, scale_factor=0.01, R 0.311 s -0.435
2022-11-10 10:43 R tpch arrow, parquet, memory_map=False, TPCH-19, scale_factor=0.01, R 0.391 s 0.006
2022-11-10 10:48 R tpch arrow, native, memory_map=False, TPCH-19, scale_factor=10, R 8.615 s 0.040
2022-11-10 10:43 R tpch arrow, native, memory_map=False, TPCH-19, scale_factor=0.1, R 0.488 s 0.430
2022-11-10 10:50 R tpch arrow, parquet, memory_map=False, TPCH-20, scale_factor=0.01, R 0.406 s -0.176
2022-11-10 10:52 R tpch arrow, parquet, memory_map=False, TPCH-20, scale_factor=1, R 3.334 s 0.381
2022-11-10 11:06 R tpch arrow, native, memory_map=False, TPCH-21, scale_factor=10, R 38.562 s 0.451
2022-11-10 10:43 R tpch arrow, parquet, memory_map=False, TPCH-18, scale_factor=10, R 13.155 s -0.059
2022-11-10 10:44 R tpch arrow, parquet, memory_map=False, TPCH-19, scale_factor=1, R 3.017 s 0.505
2022-11-10 10:43 R tpch arrow, parquet, memory_map=False, TPCH-19, scale_factor=0.1, R 0.598 s -0.322
2022-11-10 10:50 R tpch arrow, parquet, memory_map=False, TPCH-19, scale_factor=10, R 30.770 s -0.684
2022-11-10 10:58 R tpch arrow, parquet, memory_map=False, TPCH-21, scale_factor=0.01, R 0.518 s 0.523
2022-11-10 10:51 R tpch arrow, native, memory_map=False, TPCH-20, scale_factor=0.1, R 0.310 s 0.124
2022-11-10 11:00 R tpch arrow, parquet, memory_map=False, TPCH-21, scale_factor=1, R 4.953 s 0.911
2022-11-10 10:51 R tpch arrow, parquet, memory_map=False, TPCH-20, scale_factor=0.1, R 0.546 s -0.760
2022-11-10 10:59 R tpch arrow, parquet, memory_map=False, TPCH-21, scale_factor=0.1, R 0.937 s 0.421
2022-11-10 10:58 R tpch arrow, native, memory_map=False, TPCH-21, scale_factor=0.01, R 0.428 s 0.623
2022-11-10 10:58 R tpch arrow, native, memory_map=False, TPCH-21, scale_factor=0.1, R 0.818 s 0.400
2022-11-10 10:59 R tpch arrow, native, memory_map=False, TPCH-21, scale_factor=1, R 3.545 s 0.345
2022-11-10 11:10 R tpch arrow, parquet, memory_map=False, TPCH-22, scale_factor=0.1, R 0.344 s 0.180
2022-11-10 11:10 R tpch arrow, parquet, memory_map=False, TPCH-22, scale_factor=1, R 0.720 s -0.179
2022-11-10 10:56 R tpch arrow, native, memory_map=False, TPCH-20, scale_factor=10, R 0.896 s 1.072
2022-11-10 11:10 R tpch arrow, native, memory_map=False, TPCH-22, scale_factor=1, R 0.263 s 0.598
2022-11-10 11:09 R tpch arrow, parquet, memory_map=False, TPCH-21, scale_factor=10, R 52.668 s 0.509
2022-11-10 11:10 R tpch arrow, parquet, memory_map=False, TPCH-22, scale_factor=0.01, R 0.301 s 0.374
2022-11-10 11:10 R tpch arrow, native, memory_map=False, TPCH-22, scale_factor=0.1, R 0.235 s 0.434
2022-11-10 11:12 R tpch arrow, parquet, memory_map=False, TPCH-22, scale_factor=10, R 11.117 s -1.410
2022-11-10 11:10 R tpch arrow, native, memory_map=False, TPCH-22, scale_factor=0.01, R 0.228 s 0.701
2022-11-10 11:11 R tpch arrow, native, memory_map=False, TPCH-22, scale_factor=10, R 0.388 s 0.608