Benchmarks
Date Lang Batch Benchmark Mean Z-Score Error
2023-01-17 13:41 R tpch arrow, native, memory_map=False, TPCH-01, scale_factor=0.01, R 0.247 s -1.251
2023-01-17 13:42 R tpch arrow, parquet, memory_map=False, TPCH-01, scale_factor=0.1, R 0.377 s -0.675
2023-01-17 13:42 R tpch arrow, parquet, memory_map=False, TPCH-01, scale_factor=0.01, R 0.315 s -0.875
2023-01-17 13:42 R tpch arrow, native, memory_map=False, TPCH-01, scale_factor=0.1, R 0.255 s -1.342
2023-01-17 13:42 R tpch arrow, native, memory_map=False, TPCH-01, scale_factor=1, R 0.355 s -0.912
2023-01-17 13:43 R tpch arrow, parquet, memory_map=False, TPCH-01, scale_factor=1, R 0.856 s -1.136
2023-01-17 13:46 R tpch arrow, native, memory_map=False, TPCH-01, scale_factor=10, R 1.358 s 1.312
2023-01-17 13:47 R tpch arrow, parquet, memory_map=False, TPCH-01, scale_factor=10, R 5.884 s -0.949
2023-01-17 13:47 R tpch arrow, parquet, memory_map=False, TPCH-02, scale_factor=0.01, R 0.404 s -0.254
2023-01-17 13:47 R tpch arrow, native, memory_map=False, TPCH-02, scale_factor=0.1, R 0.335 s -0.136
2023-01-17 13:47 R tpch arrow, native, memory_map=False, TPCH-02, scale_factor=0.01, R 0.326 s -0.186
2023-01-17 13:47 R tpch arrow, parquet, memory_map=False, TPCH-02, scale_factor=0.1, R 0.418 s -0.193
2023-01-17 13:48 R tpch arrow, native, memory_map=False, TPCH-02, scale_factor=1, R 0.415 s -0.545
2023-01-17 13:48 R tpch arrow, parquet, memory_map=False, TPCH-02, scale_factor=1, R 0.544 s -0.219
2023-01-17 13:49 R tpch arrow, native, memory_map=False, TPCH-02, scale_factor=10, R 0.924 s -0.355
2023-01-17 13:49 R tpch arrow, parquet, memory_map=False, TPCH-02, scale_factor=10, R 1.460 s -0.588
2023-01-17 13:50 R tpch arrow, native, memory_map=False, TPCH-03, scale_factor=0.1, R 0.283 s -0.868
2023-01-17 13:49 R tpch arrow, parquet, memory_map=False, TPCH-03, scale_factor=0.01, R 0.338 s -0.430
2023-01-17 13:49 R tpch arrow, native, memory_map=False, TPCH-03, scale_factor=0.01, R 0.271 s -0.304
2023-01-17 13:50 R tpch arrow, parquet, memory_map=False, TPCH-03, scale_factor=0.1, R 0.386 s -0.662
2023-01-17 13:50 R tpch arrow, native, memory_map=False, TPCH-03, scale_factor=1, R 0.380 s -0.600
2023-01-17 13:50 R tpch arrow, parquet, memory_map=False, TPCH-03, scale_factor=1, R 0.794 s -0.301
2023-01-17 13:55 R tpch arrow, parquet, memory_map=False, TPCH-03, scale_factor=10, R 7.710 s -0.772
2023-01-17 13:55 R tpch arrow, native, memory_map=False, TPCH-03, scale_factor=10, R 1.291 s -0.070
2023-01-17 13:56 R tpch arrow, native, memory_map=False, TPCH-04, scale_factor=0.1, R 0.245 s 0.226
2023-01-17 13:56 R tpch arrow, native, memory_map=False, TPCH-04, scale_factor=0.01, R 0.240 s -0.290
2023-01-17 13:56 R tpch arrow, parquet, memory_map=False, TPCH-04, scale_factor=0.1, R 0.315 s 0.189
2023-01-17 13:56 R tpch arrow, parquet, memory_map=False, TPCH-04, scale_factor=0.01, R 0.296 s 0.446
2023-01-17 13:57 R tpch arrow, native, memory_map=False, TPCH-04, scale_factor=1, R 0.340 s 0.333
2023-01-17 13:57 R tpch arrow, parquet, memory_map=False, TPCH-04, scale_factor=1, R 0.459 s 0.025
2023-01-17 14:01 R tpch arrow, native, memory_map=False, TPCH-04, scale_factor=10, R 1.241 s 1.059
2023-01-17 14:02 R tpch arrow, native, memory_map=False, TPCH-05, scale_factor=0.01, R 0.300 s 0.284
2023-01-17 14:02 R tpch arrow, parquet, memory_map=False, TPCH-04, scale_factor=10, R 3.575 s -0.032
2023-01-17 14:02 R tpch arrow, native, memory_map=False, TPCH-05, scale_factor=0.1, R 0.312 s -0.164
2023-01-17 14:02 R tpch arrow, parquet, memory_map=False, TPCH-05, scale_factor=0.01, R 0.382 s 0.332
2023-01-17 14:02 R tpch arrow, parquet, memory_map=False, TPCH-05, scale_factor=0.1, R 0.432 s 0.236
2023-01-17 14:03 R tpch arrow, native, memory_map=False, TPCH-05, scale_factor=1, R 0.387 s 0.127
2023-01-17 14:03 R tpch arrow, parquet, memory_map=False, TPCH-05, scale_factor=1, R 0.852 s 0.063
2023-01-17 14:08 R tpch arrow, native, memory_map=False, TPCH-06, scale_factor=0.01, R 0.198 s -0.315
2023-01-17 14:07 R tpch arrow, native, memory_map=False, TPCH-05, scale_factor=10, R 0.902 s 0.268
2023-01-17 14:08 R tpch arrow, parquet, memory_map=False, TPCH-05, scale_factor=10, R 8.095 s -0.800
2023-01-17 14:08 R tpch arrow, parquet, memory_map=False, TPCH-06, scale_factor=0.01, R 0.266 s -0.035
2023-01-17 14:09 R tpch arrow, parquet, memory_map=False, TPCH-06, scale_factor=0.1, R 0.316 s -0.826
2023-01-17 14:09 R tpch arrow, native, memory_map=False, TPCH-06, scale_factor=0.1, R 0.198 s -0.308
2023-01-17 14:09 R tpch arrow, native, memory_map=False, TPCH-06, scale_factor=1, R 0.229 s -0.862
2023-01-17 14:10 R tpch arrow, parquet, memory_map=False, TPCH-06, scale_factor=1, R 0.707 s -0.011
2023-01-17 14:13 R tpch arrow, parquet, memory_map=False, TPCH-06, scale_factor=10, R 5.014 s -0.167
2023-01-17 14:14 R tpch arrow, native, memory_map=False, TPCH-07, scale_factor=0.01, R 0.339 s -0.450
2023-01-17 14:13 R tpch arrow, native, memory_map=False, TPCH-06, scale_factor=10, R 0.508 s 0.066
2023-01-17 14:15 R tpch arrow, native, memory_map=False, TPCH-07, scale_factor=1, R 0.426 s -0.335
2023-01-17 14:14 R tpch arrow, parquet, memory_map=False, TPCH-07, scale_factor=0.01, R 0.413 s 0.218
2023-01-17 14:20 R tpch arrow, parquet, memory_map=False, TPCH-07, scale_factor=10, R 8.614 s -0.702
2023-01-17 14:20 R tpch arrow, parquet, memory_map=False, TPCH-08, scale_factor=0.01, R 0.471 s 0.422
2023-01-17 14:21 R tpch arrow, native, memory_map=False, TPCH-08, scale_factor=1, R 0.433 s 0.011
2023-01-17 14:28 R tpch arrow, parquet, memory_map=False, TPCH-09, scale_factor=0.1, R 0.462 s 0.090
2023-01-17 14:14 R tpch arrow, parquet, memory_map=False, TPCH-07, scale_factor=0.1, R 0.460 s 0.100
2023-01-17 14:15 R tpch arrow, parquet, memory_map=False, TPCH-07, scale_factor=1, R 0.877 s 0.078
2023-01-17 14:28 R tpch arrow, native, memory_map=False, TPCH-09, scale_factor=1, R 0.525 s 0.434
2023-01-17 14:34 R tpch arrow, native, memory_map=False, TPCH-10, scale_factor=0.01, R 0.298 s 0.030
2023-01-17 14:14 R tpch arrow, native, memory_map=False, TPCH-07, scale_factor=0.1, R 0.341 s 0.148
2023-01-17 14:27 R tpch arrow, native, memory_map=False, TPCH-09, scale_factor=0.1, R 0.349 s 0.054
2023-01-17 14:33 R tpch arrow, native, memory_map=False, TPCH-09, scale_factor=10, R 1.361 s 0.075
2023-01-17 14:34 R tpch arrow, parquet, memory_map=False, TPCH-09, scale_factor=10, R 11.455 s 0.245
2023-01-17 14:36 R tpch arrow, parquet, memory_map=False, TPCH-10, scale_factor=1, R 0.869 s -0.267
2023-01-17 14:20 R tpch arrow, native, memory_map=False, TPCH-08, scale_factor=0.01, R 0.386 s -0.390
2023-01-17 14:21 R tpch arrow, parquet, memory_map=False, TPCH-08, scale_factor=0.1, R 0.517 s 0.308
2023-01-17 14:28 R tpch arrow, parquet, memory_map=False, TPCH-09, scale_factor=1, R 0.998 s 0.453
2023-01-17 14:27 R tpch arrow, native, memory_map=False, TPCH-09, scale_factor=0.01, R 0.318 s 0.014
2023-01-17 14:27 R tpch arrow, parquet, memory_map=False, TPCH-09, scale_factor=0.01, R 0.396 s 0.475
2023-01-17 14:35 R tpch arrow, parquet, memory_map=False, TPCH-10, scale_factor=0.01, R 0.373 s -0.056
2023-01-17 14:35 R tpch arrow, parquet, memory_map=False, TPCH-10, scale_factor=0.1, R 0.419 s 0.258
2023-01-17 14:21 R tpch arrow, native, memory_map=False, TPCH-08, scale_factor=0.1, R 0.391 s -0.134
2023-01-17 14:27 R tpch arrow, parquet, memory_map=False, TPCH-08, scale_factor=10, R 10.057 s -0.510
2023-01-17 14:35 R tpch arrow, native, memory_map=False, TPCH-10, scale_factor=1, R 0.392 s -0.036
2023-01-17 14:19 R tpch arrow, native, memory_map=False, TPCH-07, scale_factor=10, R 1.088 s -0.277
2023-01-17 14:22 R tpch arrow, parquet, memory_map=False, TPCH-08, scale_factor=1, R 0.940 s -0.435
2023-01-17 14:26 R tpch arrow, native, memory_map=False, TPCH-08, scale_factor=10, R 0.807 s 0.312
2023-01-17 14:35 R tpch arrow, native, memory_map=False, TPCH-10, scale_factor=0.1, R 0.308 s -0.274
2023-01-17 14:41 R tpch arrow, native, memory_map=False, TPCH-11, scale_factor=0.01, R 0.252 s -0.039
2023-01-17 14:44 R tpch arrow, parquet, memory_map=False, TPCH-12, scale_factor=0.01, R 0.331 s -0.141
2023-01-17 14:56 R tpch arrow, native, memory_map=False, TPCH-14, scale_factor=1, R 0.564 s 0.034
2023-01-17 14:40 R tpch arrow, native, memory_map=False, TPCH-10, scale_factor=10, R 1.161 s -0.200
2023-01-17 14:41 R tpch arrow, parquet, memory_map=False, TPCH-10, scale_factor=10, R 9.093 s -0.352
2023-01-17 14:41 R tpch arrow, parquet, memory_map=False, TPCH-11, scale_factor=0.01, R 0.331 s 0.079
2023-01-17 14:41 R tpch arrow, native, memory_map=False, TPCH-11, scale_factor=0.1, R 0.280 s -0.228
2023-01-17 14:41 R tpch arrow, parquet, memory_map=False, TPCH-11, scale_factor=0.1, R 0.414 s -0.469
2023-01-17 14:42 R tpch arrow, native, memory_map=False, TPCH-11, scale_factor=1, R 0.400 s -0.138
2023-01-17 14:42 R tpch arrow, parquet, memory_map=False, TPCH-11, scale_factor=1, R 0.920 s 0.703
2023-01-17 14:43 R tpch arrow, native, memory_map=False, TPCH-11, scale_factor=10, R 1.079 s 0.132
2023-01-17 14:43 R tpch arrow, parquet, memory_map=False, TPCH-11, scale_factor=10, R 10.752 s -0.354
2023-01-17 14:44 R tpch arrow, native, memory_map=False, TPCH-12, scale_factor=0.01, R 0.249 s -0.339
2023-01-17 15:08 R tpch arrow, native, memory_map=False, TPCH-16, scale_factor=0.1, R 0.267 s -0.117
2023-01-17 15:09 R tpch arrow, parquet, memory_map=False, TPCH-16, scale_factor=1, R 0.895 s -0.130
2023-01-17 14:44 R tpch arrow, native, memory_map=False, TPCH-12, scale_factor=0.1, R 0.377 s -0.458
2023-01-17 14:45 R tpch arrow, native, memory_map=False, TPCH-12, scale_factor=1, R 0.681 s -1.544
2023-01-17 14:54 R tpch arrow, native, memory_map=False, TPCH-13, scale_factor=10, R 4.781 s -0.671
2023-01-17 15:03 R tpch arrow, parquet, memory_map=False, TPCH-15, scale_factor=1, R 0.805 s 0.280
2023-01-17 15:07 R tpch arrow, native, memory_map=False, TPCH-15, scale_factor=10, R 0.874 s -0.487
2023-01-17 15:07 R tpch arrow, parquet, memory_map=False, TPCH-15, scale_factor=10, R 6.003 s 0.261
2023-01-17 14:44 R tpch arrow, parquet, memory_map=False, TPCH-12, scale_factor=0.1, R 0.504 s -0.258
2023-01-17 14:45 R tpch arrow, parquet, memory_map=False, TPCH-12, scale_factor=1, R 3.113 s -0.842
2023-01-17 14:49 R tpch arrow, native, memory_map=False, TPCH-12, scale_factor=10, R 3.740 s -1.124
2023-01-17 14:51 R tpch arrow, parquet, memory_map=False, TPCH-12, scale_factor=10, R 35.549 s -1.395
2023-01-17 15:00 R tpch arrow, native, memory_map=False, TPCH-14, scale_factor=10, R 2.332 s 0.501
2023-01-17 15:02 R tpch arrow, native, memory_map=False, TPCH-15, scale_factor=0.01, R 0.252 s -0.487
2023-01-17 15:03 R tpch arrow, native, memory_map=False, TPCH-15, scale_factor=1, R 0.305 s -0.690
2023-01-17 14:52 R tpch arrow, native, memory_map=False, TPCH-13, scale_factor=1, R 0.823 s -0.591
2023-01-17 14:55 R tpch arrow, parquet, memory_map=False, TPCH-14, scale_factor=0.01, R 0.345 s -0.102
2023-01-17 14:52 R tpch arrow, parquet, memory_map=False, TPCH-13, scale_factor=0.01, R 0.306 s -0.289
2023-01-17 14:52 R tpch arrow, parquet, memory_map=False, TPCH-13, scale_factor=0.1, R 0.551 s -0.465
2023-01-17 14:53 R tpch arrow, parquet, memory_map=False, TPCH-13, scale_factor=1, R 1.322 s -0.872
2023-01-17 14:55 R tpch arrow, native, memory_map=False, TPCH-14, scale_factor=0.1, R 0.294 s -0.462
2023-01-17 15:02 R tpch arrow, native, memory_map=False, TPCH-15, scale_factor=0.1, R 0.260 s -1.284
2023-01-17 15:07 R tpch arrow, native, memory_map=False, TPCH-16, scale_factor=0.01, R 0.238 s -0.223
2023-01-17 15:08 R tpch arrow, parquet, memory_map=False, TPCH-16, scale_factor=0.01, R 0.307 s 0.301
2023-01-17 15:08 R tpch arrow, parquet, memory_map=False, TPCH-16, scale_factor=0.1, R 0.381 s 0.157
2023-01-17 14:52 R tpch arrow, native, memory_map=False, TPCH-13, scale_factor=0.01, R 0.223 s 0.171
2023-01-17 14:55 R tpch arrow, parquet, memory_map=False, TPCH-13, scale_factor=10, R 15.580 s -0.546
2023-01-17 15:09 R tpch arrow, native, memory_map=False, TPCH-16, scale_factor=10, R 1.114 s -0.187
2023-01-17 14:52 R tpch arrow, native, memory_map=False, TPCH-13, scale_factor=0.1, R 0.402 s -0.216
2023-01-17 14:55 R tpch arrow, native, memory_map=False, TPCH-14, scale_factor=0.01, R 0.258 s 0.117
2023-01-17 14:56 R tpch arrow, parquet, memory_map=False, TPCH-14, scale_factor=1, R 2.541 s -0.292
2023-01-17 15:02 R tpch arrow, parquet, memory_map=False, TPCH-14, scale_factor=10, R 28.989 s -1.903
2023-01-17 15:02 R tpch arrow, parquet, memory_map=False, TPCH-15, scale_factor=0.01, R 0.328 s -0.574
2023-01-17 14:56 R tpch arrow, parquet, memory_map=False, TPCH-14, scale_factor=0.1, R 0.505 s -0.588
2023-01-17 15:03 R tpch arrow, parquet, memory_map=False, TPCH-15, scale_factor=0.1, R 0.369 s -0.086
2023-01-17 15:08 R tpch arrow, native, memory_map=False, TPCH-16, scale_factor=1, R 0.394 s -0.394
2023-01-17 15:10 R tpch arrow, native, memory_map=False, TPCH-17, scale_factor=0.01, R 0.262 s -0.493
2023-01-17 15:10 R tpch arrow, parquet, memory_map=False, TPCH-17, scale_factor=0.01, R 0.348 s -0.343
2023-01-17 15:10 R tpch arrow, parquet, memory_map=False, TPCH-16, scale_factor=10, R 11.524 s -0.279
2023-01-17 15:11 R tpch arrow, parquet, memory_map=False, TPCH-17, scale_factor=0.1, R 0.500 s -0.024
2023-01-17 15:11 R tpch arrow, native, memory_map=False, TPCH-17, scale_factor=0.1, R 0.272 s -0.724
2023-01-17 15:12 R tpch arrow, parquet, memory_map=False, TPCH-17, scale_factor=1, R 2.726 s -0.278
2023-01-17 15:11 R tpch arrow, native, memory_map=False, TPCH-17, scale_factor=1, R 0.321 s 0.127
2023-01-17 15:15 R tpch arrow, native, memory_map=False, TPCH-17, scale_factor=10, R 0.915 s 0.524
2023-01-17 15:17 R tpch arrow, parquet, memory_map=False, TPCH-17, scale_factor=10, R 31.465 s -0.523
2023-01-17 15:17 R tpch arrow, native, memory_map=False, TPCH-18, scale_factor=0.01, R 0.235 s -0.171
2023-01-17 15:17 R tpch arrow, parquet, memory_map=False, TPCH-18, scale_factor=0.01, R 0.312 s -0.072
2023-01-17 15:18 R tpch arrow, parquet, memory_map=False, TPCH-18, scale_factor=0.1, R 0.353 s -0.091
2023-01-17 15:18 R tpch arrow, native, memory_map=False, TPCH-18, scale_factor=0.1, R 0.258 s -0.431
2023-01-17 15:18 R tpch arrow, native, memory_map=False, TPCH-18, scale_factor=1, R 0.529 s -0.618
2023-01-17 15:19 R tpch arrow, parquet, memory_map=False, TPCH-18, scale_factor=1, R 0.785 s -0.618
2023-01-17 15:23 R tpch arrow, native, memory_map=False, TPCH-18, scale_factor=10, R 4.827 s -1.367
2023-01-17 15:25 R tpch arrow, parquet, memory_map=False, TPCH-19, scale_factor=0.1, R 0.598 s 0.398
2023-01-17 15:24 R tpch arrow, native, memory_map=False, TPCH-19, scale_factor=0.01, R 0.317 s -0.245
2023-01-17 15:24 R tpch arrow, parquet, memory_map=False, TPCH-18, scale_factor=10, R 13.294 s -0.985
2023-01-17 15:24 R tpch arrow, parquet, memory_map=False, TPCH-19, scale_factor=0.01, R 0.400 s 0.142
2023-01-17 15:25 R tpch arrow, native, memory_map=False, TPCH-19, scale_factor=0.1, R 0.510 s -0.427
2023-01-17 15:25 R tpch arrow, native, memory_map=False, TPCH-19, scale_factor=1, R 1.182 s -0.110
2023-01-17 15:26 R tpch arrow, parquet, memory_map=False, TPCH-19, scale_factor=1, R 3.064 s -0.070
2023-01-17 15:32 R tpch arrow, parquet, memory_map=False, TPCH-20, scale_factor=0.01, R 0.399 s 0.367
2023-01-17 15:32 R tpch arrow, native, memory_map=False, TPCH-20, scale_factor=0.1, R 0.308 s -0.167
2023-01-17 15:33 R tpch arrow, native, memory_map=False, TPCH-20, scale_factor=1, R 0.359 s -0.421
2023-01-17 15:32 R tpch arrow, native, memory_map=False, TPCH-20, scale_factor=0.01, R 0.306 s -0.261
2023-01-17 15:39 R tpch arrow, parquet, memory_map=False, TPCH-20, scale_factor=10, R 36.836 s -1.169
2023-01-17 15:30 R tpch arrow, native, memory_map=False, TPCH-19, scale_factor=10, R 8.733 s 0.381
2023-01-17 15:32 R tpch arrow, parquet, memory_map=False, TPCH-19, scale_factor=10, R 30.920 s -0.473
2023-01-17 15:32 R tpch arrow, parquet, memory_map=False, TPCH-20, scale_factor=0.1, R 0.529 s 0.115
2023-01-17 15:37 R tpch arrow, native, memory_map=False, TPCH-20, scale_factor=10, R 0.907 s 0.524
2023-01-17 15:33 R tpch arrow, parquet, memory_map=False, TPCH-20, scale_factor=1, R 3.355 s 0.103
2023-01-17 15:40 R tpch arrow, native, memory_map=False, TPCH-21, scale_factor=0.1, R 0.839 s 0.033
2023-01-17 15:42 R tpch arrow, parquet, memory_map=False, TPCH-21, scale_factor=1, R 5.010 s 0.089
2023-01-17 15:52 R tpch arrow, native, memory_map=False, TPCH-22, scale_factor=0.01, R 0.235 s 0.332
2023-01-17 15:40 R tpch arrow, parquet, memory_map=False, TPCH-21, scale_factor=0.01, R 0.547 s -0.376
2023-01-17 15:40 R tpch arrow, parquet, memory_map=False, TPCH-21, scale_factor=0.1, R 0.974 s -0.264
2023-01-17 15:51 R tpch arrow, parquet, memory_map=False, TPCH-21, scale_factor=10, R 56.083 s -0.887
2023-01-17 15:40 R tpch arrow, native, memory_map=False, TPCH-21, scale_factor=0.01, R 0.459 s -0.767
2023-01-17 15:41 R tpch arrow, native, memory_map=False, TPCH-21, scale_factor=1, R 3.690 s -0.262
2023-01-17 15:52 R tpch arrow, parquet, memory_map=False, TPCH-22, scale_factor=0.01, R 0.308 s 0.256
2023-01-17 15:54 R tpch arrow, parquet, memory_map=False, TPCH-22, scale_factor=10, R 11.119 s -0.521
2023-01-17 15:48 R tpch arrow, native, memory_map=False, TPCH-21, scale_factor=10, R 41.445 s -0.790
2023-01-17 15:52 R tpch arrow, parquet, memory_map=False, TPCH-22, scale_factor=0.1, R 0.344 s 0.581
2023-01-17 15:53 R tpch arrow, parquet, memory_map=False, TPCH-22, scale_factor=1, R 0.729 s 0.030
2023-01-17 15:53 R tpch arrow, native, memory_map=False, TPCH-22, scale_factor=10, R 0.389 s 1.233
2023-01-17 15:52 R tpch arrow, native, memory_map=False, TPCH-22, scale_factor=0.1, R 0.242 s 0.107
2023-01-17 15:52 R tpch arrow, native, memory_map=False, TPCH-22, scale_factor=1, R 0.271 s 0.234