Benchmarks
Date Lang Batch Benchmark Mean Z-Score Error
2022-11-10 21:09 R tpch arrow, parquet, memory_map=False, TPCH-01, scale_factor=0.01, R 0.289 s 0.324
2022-11-10 21:09 R tpch arrow, native, memory_map=False, TPCH-01, scale_factor=0.01, R 0.221 s 0.449
2022-11-10 21:11 R tpch arrow, native, memory_map=False, TPCH-01, scale_factor=1, R 0.326 s 1.017
2022-11-10 21:09 R tpch arrow, native, memory_map=False, TPCH-01, scale_factor=0.1, R 0.226 s 0.746
2022-11-10 21:10 R tpch arrow, parquet, memory_map=False, TPCH-01, scale_factor=0.1, R 0.350 s 0.454
2022-11-10 21:11 R tpch arrow, parquet, memory_map=False, TPCH-01, scale_factor=1, R 0.788 s 0.375
2022-11-10 21:20 R tpch arrow, native, memory_map=False, TPCH-01, scale_factor=10, R 1.374 s 0.698
2022-11-10 21:24 R tpch arrow, native, memory_map=False, TPCH-02, scale_factor=10, R 0.899 s 0.933
2022-11-10 21:26 R tpch arrow, native, memory_map=False, TPCH-03, scale_factor=1, R 0.363 s 0.903
2022-11-10 21:22 R tpch arrow, native, memory_map=False, TPCH-02, scale_factor=0.01, R 0.318 s 0.630
2022-11-10 21:31 R tpch arrow, parquet, memory_map=False, TPCH-03, scale_factor=10, R 7.324 s 0.721
2022-11-10 21:22 R tpch arrow, parquet, memory_map=False, TPCH-02, scale_factor=0.1, R 0.408 s 0.302
2022-11-10 21:25 R tpch arrow, native, memory_map=False, TPCH-03, scale_factor=0.1, R 0.268 s 0.545
2022-11-10 21:22 R tpch arrow, native, memory_map=False, TPCH-02, scale_factor=0.1, R 0.326 s 0.970
2022-11-10 21:22 R tpch arrow, parquet, memory_map=False, TPCH-02, scale_factor=0.01, R 0.391 s 0.371
2022-11-10 21:22 R tpch arrow, parquet, memory_map=False, TPCH-01, scale_factor=10, R 5.558 s 0.123
2022-11-10 21:25 R tpch arrow, parquet, memory_map=False, TPCH-03, scale_factor=0.1, R 0.360 s 0.558
2022-11-10 21:26 R tpch arrow, parquet, memory_map=False, TPCH-03, scale_factor=1, R 0.773 s 0.102
2022-11-10 21:23 R tpch arrow, parquet, memory_map=False, TPCH-02, scale_factor=1, R 0.527 s 0.482
2022-11-10 21:24 R tpch arrow, parquet, memory_map=False, TPCH-02, scale_factor=10, R 1.395 s 0.725
2022-11-10 21:25 R tpch arrow, parquet, memory_map=False, TPCH-03, scale_factor=0.01, R 0.320 s 0.317
2022-11-10 21:23 R tpch arrow, native, memory_map=False, TPCH-02, scale_factor=1, R 0.401 s 0.645
2022-11-10 21:24 R tpch arrow, native, memory_map=False, TPCH-03, scale_factor=0.01, R 0.259 s 0.764
2022-11-10 21:30 R tpch arrow, native, memory_map=False, TPCH-03, scale_factor=10, R 1.266 s 1.527
2022-11-10 21:31 R tpch arrow, native, memory_map=False, TPCH-04, scale_factor=0.01, R 0.230 s 0.449
2022-11-10 21:31 R tpch arrow, parquet, memory_map=False, TPCH-04, scale_factor=0.01, R 0.297 s -0.140
2022-11-10 21:32 R tpch arrow, parquet, memory_map=False, TPCH-04, scale_factor=0.1, R 0.312 s -0.064
2022-11-10 21:32 R tpch arrow, native, memory_map=False, TPCH-04, scale_factor=1, R 0.334 s 0.577
2022-11-10 21:32 R tpch arrow, native, memory_map=False, TPCH-04, scale_factor=0.1, R 0.240 s 0.336
2022-11-10 21:33 R tpch arrow, parquet, memory_map=False, TPCH-04, scale_factor=1, R 0.450 s 0.090
2022-11-10 21:37 R tpch arrow, native, memory_map=False, TPCH-04, scale_factor=10, R 1.244 s 0.621
2022-11-10 21:37 R tpch arrow, parquet, memory_map=False, TPCH-04, scale_factor=10, R 3.562 s -0.053
2022-11-10 21:37 R tpch arrow, native, memory_map=False, TPCH-05, scale_factor=0.01, R 0.296 s 0.578
2022-11-10 21:37 R tpch arrow, parquet, memory_map=False, TPCH-05, scale_factor=0.01, R 0.384 s -0.176
2022-11-10 21:38 R tpch arrow, native, memory_map=False, TPCH-05, scale_factor=0.1, R 0.305 s 0.591
2022-11-10 21:38 R tpch arrow, parquet, memory_map=False, TPCH-05, scale_factor=0.1, R 0.431 s -0.168
2022-11-10 21:38 R tpch arrow, native, memory_map=False, TPCH-05, scale_factor=1, R 0.378 s 0.604
2022-11-10 21:39 R tpch arrow, parquet, memory_map=False, TPCH-05, scale_factor=1, R 0.853 s -0.225
2022-11-10 21:44 R tpch arrow, parquet, memory_map=False, TPCH-05, scale_factor=10, R 8.258 s -2.423
2022-11-10 21:43 R tpch arrow, native, memory_map=False, TPCH-05, scale_factor=10, R 0.908 s -0.401
2022-11-10 21:55 R tpch arrow, parquet, memory_map=False, TPCH-07, scale_factor=10, R 8.619 s -0.097
2022-11-10 21:44 R tpch arrow, native, memory_map=False, TPCH-06, scale_factor=0.1, R 0.191 s 0.422
2022-11-10 21:50 R tpch arrow, parquet, memory_map=False, TPCH-07, scale_factor=0.1, R 0.456 s 0.028
2022-11-10 21:45 R tpch arrow, parquet, memory_map=False, TPCH-06, scale_factor=1, R 0.711 s -0.455
2022-11-10 21:56 R tpch arrow, native, memory_map=False, TPCH-08, scale_factor=0.01, R 0.371 s 0.773
2022-11-10 21:45 R tpch arrow, native, memory_map=False, TPCH-06, scale_factor=1, R 0.224 s -0.310
2022-11-10 21:49 R tpch arrow, parquet, memory_map=False, TPCH-06, scale_factor=10, R 5.043 s -0.319
2022-11-10 21:49 R tpch arrow, native, memory_map=False, TPCH-07, scale_factor=0.01, R 0.329 s 0.392
2022-11-10 21:44 R tpch arrow, native, memory_map=False, TPCH-06, scale_factor=0.01, R 0.192 s 0.204
2022-11-10 22:02 R tpch arrow, native, memory_map=False, TPCH-09, scale_factor=0.01, R 0.313 s 0.484
2022-11-10 22:03 R tpch arrow, native, memory_map=False, TPCH-09, scale_factor=1, R 0.517 s 1.010
2022-11-10 21:44 R tpch arrow, parquet, memory_map=False, TPCH-06, scale_factor=0.1, R 0.306 s -0.240
2022-11-10 21:49 R tpch arrow, parquet, memory_map=False, TPCH-07, scale_factor=0.01, R 0.410 s 0.015
2022-11-10 21:44 R tpch arrow, parquet, memory_map=False, TPCH-06, scale_factor=0.01, R 0.265 s -0.271
2022-11-10 21:49 R tpch arrow, native, memory_map=False, TPCH-07, scale_factor=0.1, R 0.334 s 0.530
2022-11-10 21:56 R tpch arrow, parquet, memory_map=False, TPCH-08, scale_factor=0.01, R 0.466 s 0.095
2022-11-10 21:50 R tpch arrow, parquet, memory_map=False, TPCH-07, scale_factor=1, R 0.875 s -0.077
2022-11-10 21:48 R tpch arrow, native, memory_map=False, TPCH-06, scale_factor=10, R 0.493 s 0.668
2022-11-10 21:50 R tpch arrow, native, memory_map=False, TPCH-07, scale_factor=1, R 0.412 s 0.690
2022-11-10 22:03 R tpch arrow, native, memory_map=False, TPCH-09, scale_factor=0.1, R 0.343 s 0.547
2022-11-10 21:55 R tpch arrow, native, memory_map=False, TPCH-07, scale_factor=10, R 1.054 s 1.103
2022-11-10 21:57 R tpch arrow, native, memory_map=False, TPCH-08, scale_factor=1, R 0.422 s 0.733
2022-11-10 21:57 R tpch arrow, parquet, memory_map=False, TPCH-08, scale_factor=1, R 0.929 s -0.328
2022-11-10 21:56 R tpch arrow, native, memory_map=False, TPCH-08, scale_factor=0.1, R 0.378 s 0.854
2022-11-10 22:03 R tpch arrow, parquet, memory_map=False, TPCH-09, scale_factor=0.1, R 0.459 s -0.025
2022-11-10 21:56 R tpch arrow, parquet, memory_map=False, TPCH-08, scale_factor=0.1, R 0.510 s 0.210
2022-11-10 22:02 R tpch arrow, parquet, memory_map=False, TPCH-09, scale_factor=0.01, R 0.397 s 0.018
2022-11-10 22:02 R tpch arrow, parquet, memory_map=False, TPCH-08, scale_factor=10, R 10.109 s -0.612
2022-11-10 22:01 R tpch arrow, native, memory_map=False, TPCH-08, scale_factor=10, R 0.791 s 1.010
2022-11-10 22:04 R tpch arrow, parquet, memory_map=False, TPCH-09, scale_factor=1, R 1.003 s 0.020
2022-11-10 22:10 R tpch arrow, parquet, memory_map=False, TPCH-10, scale_factor=0.01, R 0.366 s 0.037
2022-11-10 22:19 R tpch arrow, parquet, memory_map=False, TPCH-12, scale_factor=0.01, R 0.327 s -0.281
2022-11-10 22:29 R tpch arrow, native, memory_map=False, TPCH-13, scale_factor=10, R 4.618 s 0.744
2022-11-10 22:16 R tpch arrow, parquet, memory_map=False, TPCH-11, scale_factor=0.01, R 0.328 s -0.082
2022-11-10 22:26 R tpch arrow, native, memory_map=False, TPCH-13, scale_factor=0.01, R 0.215 s 0.526
2022-11-10 22:27 R tpch arrow, native, memory_map=False, TPCH-13, scale_factor=0.1, R 0.392 s 0.666
2022-11-10 22:18 R tpch arrow, native, memory_map=False, TPCH-12, scale_factor=0.01, R 0.241 s 0.212
2022-11-10 22:24 R tpch arrow, native, memory_map=False, TPCH-12, scale_factor=10, R 3.565 s 0.399
2022-11-10 22:26 R tpch arrow, parquet, memory_map=False, TPCH-12, scale_factor=10, R 35.348 s -2.587
2022-11-10 22:19 R tpch arrow, parquet, memory_map=False, TPCH-12, scale_factor=0.1, R 0.493 s 0.018
2022-11-10 22:08 R tpch arrow, native, memory_map=False, TPCH-09, scale_factor=10, R 1.336 s 0.992
2022-11-10 22:17 R tpch arrow, parquet, memory_map=False, TPCH-11, scale_factor=1, R 0.896 s 0.600
2022-11-10 22:16 R tpch arrow, native, memory_map=False, TPCH-11, scale_factor=0.1, R 0.269 s 0.831
2022-11-10 22:10 R tpch arrow, native, memory_map=False, TPCH-10, scale_factor=0.1, R 0.300 s 0.530
2022-11-10 22:11 R tpch arrow, native, memory_map=False, TPCH-10, scale_factor=1, R 0.387 s 0.566
2022-11-10 22:16 R tpch arrow, parquet, memory_map=False, TPCH-10, scale_factor=10, R 9.095 s 0.614
2022-11-10 22:59 R tpch arrow, parquet, memory_map=False, TPCH-19, scale_factor=0.01, R 0.397 s -0.509
2022-11-10 22:59 R tpch arrow, parquet, memory_map=False, TPCH-19, scale_factor=0.1, R 0.591 s -0.114
2022-11-10 22:11 R tpch arrow, parquet, memory_map=False, TPCH-10, scale_factor=1, R 0.862 s -0.460
2022-11-10 22:16 R tpch arrow, parquet, memory_map=False, TPCH-11, scale_factor=0.1, R 0.407 s -0.340
2022-11-10 22:27 R tpch arrow, parquet, memory_map=False, TPCH-13, scale_factor=0.01, R 0.294 s -0.047
2022-11-10 22:19 R tpch arrow, native, memory_map=False, TPCH-12, scale_factor=0.1, R 0.364 s 0.463
2022-11-10 22:30 R tpch arrow, parquet, memory_map=False, TPCH-14, scale_factor=0.01, R 0.328 s 0.125
2022-11-10 22:31 R tpch arrow, parquet, memory_map=False, TPCH-14, scale_factor=1, R 2.540 s -1.171
2022-11-10 22:16 R tpch arrow, native, memory_map=False, TPCH-11, scale_factor=0.01, R 0.246 s 0.401
2022-11-10 22:18 R tpch arrow, parquet, memory_map=False, TPCH-11, scale_factor=10, R 10.669 s 0.572
2022-11-10 22:20 R tpch arrow, native, memory_map=False, TPCH-12, scale_factor=1, R 0.644 s 0.332
2022-11-10 22:20 R tpch arrow, parquet, memory_map=False, TPCH-12, scale_factor=1, R 3.108 s -1.445
2022-11-10 22:09 R tpch arrow, native, memory_map=False, TPCH-10, scale_factor=0.01, R 0.291 s 0.704
2022-11-10 22:10 R tpch arrow, parquet, memory_map=False, TPCH-10, scale_factor=0.1, R 0.418 s -0.003
2022-11-10 22:15 R tpch arrow, native, memory_map=False, TPCH-10, scale_factor=10, R 1.160 s 0.818
2022-11-10 22:09 R tpch arrow, parquet, memory_map=False, TPCH-09, scale_factor=10, R 11.482 s -0.159
2022-11-10 22:17 R tpch arrow, native, memory_map=False, TPCH-11, scale_factor=1, R 0.395 s 0.268
2022-11-10 23:06 R tpch arrow, parquet, memory_map=False, TPCH-19, scale_factor=10, R 30.647 s 0.052
2022-11-10 23:14 R tpch arrow, native, memory_map=False, TPCH-21, scale_factor=0.01, R 0.424 s 1.037
2022-11-10 22:18 R tpch arrow, native, memory_map=False, TPCH-11, scale_factor=10, R 1.051 s 1.387
2022-11-10 22:27 R tpch arrow, parquet, memory_map=False, TPCH-13, scale_factor=0.1, R 0.532 s 0.049
2022-11-10 22:30 R tpch arrow, parquet, memory_map=False, TPCH-13, scale_factor=10, R 15.416 s 0.299
2022-11-10 22:52 R tpch arrow, parquet, memory_map=False, TPCH-18, scale_factor=0.1, R 0.349 s -0.220
2022-11-10 23:00 R tpch arrow, parquet, memory_map=False, TPCH-19, scale_factor=1, R 3.012 s 0.645
2022-11-10 22:27 R tpch arrow, parquet, memory_map=False, TPCH-13, scale_factor=1, R 1.251 s 0.169
2022-11-10 22:52 R tpch arrow, native, memory_map=False, TPCH-18, scale_factor=0.1, R 0.255 s 0.043
2022-11-10 22:36 R tpch arrow, parquet, memory_map=False, TPCH-14, scale_factor=10, R 28.584 s -0.516
2022-11-10 22:42 R tpch arrow, native, memory_map=False, TPCH-16, scale_factor=0.1, R 0.262 s 0.357
2022-11-10 22:27 R tpch arrow, native, memory_map=False, TPCH-13, scale_factor=1, R 0.794 s 0.485
2022-11-10 22:37 R tpch arrow, parquet, memory_map=False, TPCH-15, scale_factor=0.1, R 0.353 s 0.350
2022-11-10 22:42 R tpch arrow, native, memory_map=False, TPCH-16, scale_factor=0.01, R 0.233 s 0.160
2022-11-10 22:43 R tpch arrow, parquet, memory_map=False, TPCH-16, scale_factor=1, R 0.901 s -0.703
2022-11-10 22:30 R tpch arrow, parquet, memory_map=False, TPCH-14, scale_factor=0.1, R 0.482 s -0.273
2022-11-10 22:42 R tpch arrow, parquet, memory_map=False, TPCH-15, scale_factor=10, R 6.046 s -0.143
2022-11-10 22:43 R tpch arrow, parquet, memory_map=False, TPCH-16, scale_factor=0.1, R 0.383 s -0.421
2022-11-10 22:30 R tpch arrow, native, memory_map=False, TPCH-14, scale_factor=0.01, R 0.244 s 0.398
2022-11-10 22:31 R tpch arrow, native, memory_map=False, TPCH-14, scale_factor=1, R 0.539 s 0.955
2022-11-10 22:37 R tpch arrow, native, memory_map=False, TPCH-15, scale_factor=0.01, R 0.243 s -0.018
2022-11-10 22:38 R tpch arrow, native, memory_map=False, TPCH-15, scale_factor=1, R 0.292 s 0.171
2022-11-10 22:30 R tpch arrow, native, memory_map=False, TPCH-14, scale_factor=0.1, R 0.274 s 0.808
2022-11-10 22:35 R tpch arrow, native, memory_map=False, TPCH-14, scale_factor=10, R 2.291 s 0.278
2022-11-10 23:00 R tpch arrow, native, memory_map=False, TPCH-19, scale_factor=1, R 1.133 s 0.737
2022-11-10 23:06 R tpch arrow, native, memory_map=False, TPCH-20, scale_factor=0.1, R 0.307 s 0.155
2022-11-10 22:57 R tpch arrow, native, memory_map=False, TPCH-18, scale_factor=10, R 4.389 s 0.658
2022-11-10 23:07 R tpch arrow, native, memory_map=False, TPCH-20, scale_factor=1, R 0.356 s 0.233
2022-11-10 22:43 R tpch arrow, native, memory_map=False, TPCH-16, scale_factor=1, R 0.385 s 1.180
2022-11-10 22:46 R tpch arrow, native, memory_map=False, TPCH-17, scale_factor=1, R 0.314 s 0.456
2022-11-10 22:52 R tpch arrow, native, memory_map=False, TPCH-18, scale_factor=0.01, R 0.231 s 0.410
2022-11-10 22:53 R tpch arrow, parquet, memory_map=False, TPCH-18, scale_factor=1, R 0.748 s -0.023
2022-11-10 22:59 R tpch arrow, native, memory_map=False, TPCH-19, scale_factor=0.1, R 0.489 s 0.356
2022-11-10 22:37 R tpch arrow, parquet, memory_map=False, TPCH-15, scale_factor=0.01, R 0.314 s -0.046
2022-11-10 22:42 R tpch arrow, parquet, memory_map=False, TPCH-16, scale_factor=0.01, R 0.309 s -0.249
2022-11-10 23:14 R tpch arrow, native, memory_map=False, TPCH-21, scale_factor=0.1, R 0.797 s 1.285
2022-11-10 23:14 R tpch arrow, parquet, memory_map=False, TPCH-21, scale_factor=0.1, R 0.938 s 0.266
2022-11-10 22:37 R tpch arrow, native, memory_map=False, TPCH-15, scale_factor=0.1, R 0.243 s 0.359
2022-11-10 22:38 R tpch arrow, parquet, memory_map=False, TPCH-15, scale_factor=1, R 0.801 s 0.013
2022-11-10 22:45 R tpch arrow, parquet, memory_map=False, TPCH-17, scale_factor=0.01, R 0.341 s -0.269
2022-11-10 22:46 R tpch arrow, parquet, memory_map=False, TPCH-17, scale_factor=1, R 2.707 s -0.144
2022-11-10 22:53 R tpch arrow, native, memory_map=False, TPCH-18, scale_factor=1, R 0.502 s 0.522
2022-11-10 22:45 R tpch arrow, parquet, memory_map=False, TPCH-16, scale_factor=10, R 11.488 s 0.371
2022-11-10 22:45 R tpch arrow, native, memory_map=False, TPCH-17, scale_factor=0.1, R 0.262 s 0.167
2022-11-10 23:04 R tpch arrow, native, memory_map=False, TPCH-19, scale_factor=10, R 8.439 s 1.111
2022-11-10 23:06 R tpch arrow, parquet, memory_map=False, TPCH-20, scale_factor=0.1, R 0.538 s -0.623
2022-11-10 22:52 R tpch arrow, parquet, memory_map=False, TPCH-18, scale_factor=0.01, R 0.313 s -0.274
2022-11-10 22:58 R tpch arrow, parquet, memory_map=False, TPCH-18, scale_factor=10, R 13.164 s -0.541
2022-11-10 23:14 R tpch arrow, parquet, memory_map=False, TPCH-20, scale_factor=10, R 36.441 s 0.512
2022-11-10 22:41 R tpch arrow, native, memory_map=False, TPCH-15, scale_factor=10, R 0.817 s 0.823
2022-11-10 22:50 R tpch arrow, native, memory_map=False, TPCH-17, scale_factor=10, R 0.911 s 0.568
2022-11-10 23:14 R tpch arrow, parquet, memory_map=False, TPCH-21, scale_factor=0.01, R 0.523 s 0.210
2022-11-10 22:44 R tpch arrow, native, memory_map=False, TPCH-16, scale_factor=10, R 1.087 s 1.294
2022-11-10 22:45 R tpch arrow, native, memory_map=False, TPCH-17, scale_factor=0.01, R 0.255 s 0.149
2022-11-10 22:45 R tpch arrow, parquet, memory_map=False, TPCH-17, scale_factor=0.1, R 0.500 s -0.868
2022-11-10 23:07 R tpch arrow, parquet, memory_map=False, TPCH-20, scale_factor=1, R 3.349 s -0.598
2022-11-10 22:51 R tpch arrow, parquet, memory_map=False, TPCH-17, scale_factor=10, R 31.552 s -1.675
2022-11-10 22:59 R tpch arrow, native, memory_map=False, TPCH-19, scale_factor=0.01, R 0.304 s 0.068
2022-11-10 23:06 R tpch arrow, native, memory_map=False, TPCH-20, scale_factor=0.01, R 0.304 s 0.253
2022-11-10 23:06 R tpch arrow, parquet, memory_map=False, TPCH-20, scale_factor=0.01, R 0.404 s -0.328
2022-11-10 23:15 R tpch arrow, native, memory_map=False, TPCH-21, scale_factor=1, R 3.410 s 1.496
2022-11-10 23:15 R tpch arrow, parquet, memory_map=False, TPCH-21, scale_factor=1, R 4.974 s 0.550
2022-11-10 23:11 R tpch arrow, native, memory_map=False, TPCH-20, scale_factor=10, R 0.899 s 0.835
2022-11-10 23:22 R tpch arrow, native, memory_map=False, TPCH-21, scale_factor=10, R 38.056 s 1.319
2022-11-10 23:25 R tpch arrow, parquet, memory_map=False, TPCH-21, scale_factor=10, R 52.517 s 0.727
2022-11-10 23:26 R tpch arrow, native, memory_map=False, TPCH-22, scale_factor=0.1, R 0.236 s 0.171
2022-11-10 23:26 R tpch arrow, native, memory_map=False, TPCH-22, scale_factor=1, R 0.267 s -0.037
2022-11-10 23:28 R tpch arrow, parquet, memory_map=False, TPCH-22, scale_factor=10, R 11.081 s -0.146
2022-11-10 23:25 R tpch arrow, parquet, memory_map=False, TPCH-22, scale_factor=0.01, R 0.307 s -0.221
2022-11-10 23:25 R tpch arrow, native, memory_map=False, TPCH-22, scale_factor=0.01, R 0.228 s 0.618
2022-11-10 23:27 R tpch arrow, native, memory_map=False, TPCH-22, scale_factor=10, R 0.401 s -1.001
2022-11-10 23:26 R tpch arrow, parquet, memory_map=False, TPCH-22, scale_factor=0.1, R 0.347 s -0.234
2022-11-10 23:26 R tpch arrow, parquet, memory_map=False, TPCH-22, scale_factor=1, R 0.709 s 0.078