Benchmarks
Date Lang Batch Benchmark Mean Z-Score Error
2022-11-10 03:50 R tpch arrow, native, memory_map=False, TPCH-01, scale_factor=1, R 0.341 s -0.123
2022-11-10 03:50 R tpch arrow, parquet, memory_map=False, TPCH-01, scale_factor=0.01, R 0.321 s -0.934
2022-11-10 03:51 R tpch arrow, parquet, memory_map=False, TPCH-01, scale_factor=1, R 0.933 s -1.258
2022-11-10 03:49 R tpch arrow, native, memory_map=False, TPCH-01, scale_factor=0.01, R 0.236 s -0.960
2022-11-10 03:50 R tpch arrow, native, memory_map=False, TPCH-01, scale_factor=0.1, R 0.239 s -0.576
2022-11-10 03:50 R tpch arrow, parquet, memory_map=False, TPCH-01, scale_factor=0.1, R 0.398 s -1.228
2022-11-10 03:54 R tpch arrow, native, memory_map=False, TPCH-01, scale_factor=10, R 1.362 s 1.504
2022-11-10 03:55 R tpch arrow, parquet, memory_map=False, TPCH-01, scale_factor=10, R 6.204 s -1.239
2022-11-10 03:56 R tpch arrow, native, memory_map=False, TPCH-02, scale_factor=1, R 0.407 s -0.449
2022-11-10 03:55 R tpch arrow, native, memory_map=False, TPCH-02, scale_factor=0.01, R 0.321 s -0.237
2022-11-10 03:55 R tpch arrow, parquet, memory_map=False, TPCH-02, scale_factor=0.01, R 0.403 s -0.292
2022-11-10 03:55 R tpch arrow, native, memory_map=False, TPCH-02, scale_factor=0.1, R 0.330 s -0.223
2022-11-10 03:56 R tpch arrow, parquet, memory_map=False, TPCH-02, scale_factor=0.1, R 0.424 s -0.797
2022-11-10 03:56 R tpch arrow, parquet, memory_map=False, TPCH-02, scale_factor=1, R 0.560 s -1.016
2022-11-10 03:57 R tpch arrow, parquet, memory_map=False, TPCH-02, scale_factor=10, R 1.534 s -1.174
2022-11-10 03:57 R tpch arrow, native, memory_map=False, TPCH-02, scale_factor=10, R 0.909 s -0.109
2022-11-10 03:58 R tpch arrow, native, memory_map=False, TPCH-03, scale_factor=0.1, R 0.274 s -0.170
2022-11-10 03:57 R tpch arrow, native, memory_map=False, TPCH-03, scale_factor=0.01, R 0.267 s -0.356
2022-11-10 03:57 R tpch arrow, parquet, memory_map=False, TPCH-03, scale_factor=0.01, R 0.338 s -0.490
2022-11-10 03:58 R tpch arrow, native, memory_map=False, TPCH-03, scale_factor=1, R 0.374 s -0.290
2022-11-10 04:04 R tpch arrow, parquet, memory_map=False, TPCH-04, scale_factor=0.1, R 0.315 s -0.053
2022-11-10 04:05 R tpch arrow, parquet, memory_map=False, TPCH-04, scale_factor=1, R 0.504 s -1.483
2022-11-10 04:04 R tpch arrow, parquet, memory_map=False, TPCH-03, scale_factor=10, R 7.958 s -0.754
2022-11-10 04:04 R tpch arrow, native, memory_map=False, TPCH-04, scale_factor=0.1, R 0.240 s -0.077
2022-11-10 04:05 R tpch arrow, native, memory_map=False, TPCH-04, scale_factor=1, R 0.336 s 0.000
2022-11-10 04:03 R tpch arrow, native, memory_map=False, TPCH-03, scale_factor=10, R 1.308 s -0.148
2022-11-10 03:58 R tpch arrow, parquet, memory_map=False, TPCH-03, scale_factor=0.1, R 0.392 s -0.829
2022-11-10 04:10 R tpch arrow, parquet, memory_map=False, TPCH-05, scale_factor=0.01, R 0.385 s -0.346
2022-11-10 03:59 R tpch arrow, parquet, memory_map=False, TPCH-03, scale_factor=1, R 0.891 s -1.388
2022-11-10 04:04 R tpch arrow, native, memory_map=False, TPCH-04, scale_factor=0.01, R 0.232 s -0.210
2022-11-10 04:04 R tpch arrow, parquet, memory_map=False, TPCH-04, scale_factor=0.01, R 0.299 s -0.264
2022-11-10 04:09 R tpch arrow, native, memory_map=False, TPCH-04, scale_factor=10, R 1.265 s -0.289
2022-11-10 04:10 R tpch arrow, parquet, memory_map=False, TPCH-04, scale_factor=10, R 3.560 s 0.186
2022-11-10 04:10 R tpch arrow, native, memory_map=False, TPCH-05, scale_factor=0.01, R 0.294 s 0.465
2022-11-10 04:10 R tpch arrow, parquet, memory_map=False, TPCH-05, scale_factor=0.1, R 0.437 s -0.350
2022-11-10 04:10 R tpch arrow, native, memory_map=False, TPCH-05, scale_factor=0.1, R 0.303 s 0.363
2022-11-10 04:11 R tpch arrow, parquet, memory_map=False, TPCH-05, scale_factor=1, R 0.945 s -1.384
2022-11-10 04:11 R tpch arrow, native, memory_map=False, TPCH-05, scale_factor=1, R 0.378 s 0.319
2022-11-10 04:16 R tpch arrow, native, memory_map=False, TPCH-05, scale_factor=10, R 0.901 s -0.009
2022-11-10 04:22 R tpch arrow, parquet, memory_map=False, TPCH-07, scale_factor=0.01, R 0.412 s -0.232
2022-11-10 04:18 R tpch arrow, parquet, memory_map=False, TPCH-06, scale_factor=1, R 0.786 s -0.615
2022-11-10 04:29 R tpch arrow, parquet, memory_map=False, TPCH-08, scale_factor=0.1, R 0.515 s -0.031
2022-11-10 04:29 R tpch arrow, parquet, memory_map=False, TPCH-08, scale_factor=0.01, R 0.463 s 0.089
2022-11-10 04:49 R tpch arrow, parquet, memory_map=False, TPCH-10, scale_factor=10, R 9.306 s -0.430
2022-11-10 04:16 R tpch arrow, parquet, memory_map=False, TPCH-05, scale_factor=10, R 8.337 s -0.381
2022-11-10 04:23 R tpch arrow, native, memory_map=False, TPCH-07, scale_factor=1, R 0.413 s 0.007
2022-11-10 04:23 R tpch arrow, parquet, memory_map=False, TPCH-07, scale_factor=1, R 0.966 s -1.112
2022-11-10 04:28 R tpch arrow, native, memory_map=False, TPCH-08, scale_factor=0.01, R 0.367 s 0.493
2022-11-10 04:21 R tpch arrow, native, memory_map=False, TPCH-06, scale_factor=10, R 0.482 s 1.199
2022-11-10 04:22 R tpch arrow, native, memory_map=False, TPCH-07, scale_factor=0.01, R 0.327 s 0.029
2022-11-10 04:29 R tpch arrow, native, memory_map=False, TPCH-08, scale_factor=0.1, R 0.375 s 0.469
2022-11-10 04:36 R tpch arrow, native, memory_map=False, TPCH-09, scale_factor=1, R 0.520 s 0.445
2022-11-10 04:17 R tpch arrow, parquet, memory_map=False, TPCH-06, scale_factor=0.01, R 0.268 s -0.356
2022-11-10 04:28 R tpch arrow, native, memory_map=False, TPCH-07, scale_factor=10, R 1.067 s 0.514
2022-11-10 04:17 R tpch arrow, native, memory_map=False, TPCH-06, scale_factor=0.1, R 0.193 s -0.088
2022-11-10 04:17 R tpch arrow, native, memory_map=False, TPCH-06, scale_factor=1, R 0.221 s 0.158
2022-11-10 04:16 R tpch arrow, native, memory_map=False, TPCH-06, scale_factor=0.01, R 0.194 s -0.552
2022-11-10 04:17 R tpch arrow, parquet, memory_map=False, TPCH-06, scale_factor=0.1, R 0.316 s -0.406
2022-11-10 04:30 R tpch arrow, parquet, memory_map=False, TPCH-08, scale_factor=1, R 1.015 s -1.248
2022-11-10 04:22 R tpch arrow, native, memory_map=False, TPCH-07, scale_factor=0.1, R 0.333 s -0.070
2022-11-10 04:22 R tpch arrow, parquet, memory_map=False, TPCH-07, scale_factor=0.1, R 0.463 s -0.414
2022-11-10 04:30 R tpch arrow, native, memory_map=False, TPCH-08, scale_factor=1, R 0.421 s -0.018
2022-11-10 04:36 R tpch arrow, parquet, memory_map=False, TPCH-09, scale_factor=0.1, R 0.471 s -0.639
2022-11-10 04:42 R tpch arrow, native, memory_map=False, TPCH-09, scale_factor=10, R 1.347 s 0.933
2022-11-10 04:52 R tpch arrow, native, memory_map=False, TPCH-12, scale_factor=0.01, R 0.240 s -0.190
2022-11-10 04:22 R tpch arrow, parquet, memory_map=False, TPCH-06, scale_factor=10, R 5.596 s -1.147
2022-11-10 04:35 R tpch arrow, native, memory_map=False, TPCH-09, scale_factor=0.01, R 0.311 s 0.239
2022-11-10 04:28 R tpch arrow, parquet, memory_map=False, TPCH-07, scale_factor=10, R 8.846 s -0.178
2022-11-10 04:35 R tpch arrow, parquet, memory_map=False, TPCH-08, scale_factor=10, R 10.301 s -0.312
2022-11-10 04:43 R tpch arrow, parquet, memory_map=False, TPCH-10, scale_factor=0.1, R 0.424 s -0.276
2022-11-10 04:42 R tpch arrow, native, memory_map=False, TPCH-10, scale_factor=0.01, R 0.289 s 0.524
2022-11-10 04:49 R tpch arrow, native, memory_map=False, TPCH-11, scale_factor=0.01, R 0.245 s 0.114
2022-11-10 04:49 R tpch arrow, native, memory_map=False, TPCH-11, scale_factor=0.1, R 0.270 s 0.339
2022-11-10 04:34 R tpch arrow, native, memory_map=False, TPCH-08, scale_factor=10, R 0.795 s 0.703
2022-11-10 04:50 R tpch arrow, native, memory_map=False, TPCH-11, scale_factor=1, R 0.384 s 1.437
2022-11-10 04:52 R tpch arrow, parquet, memory_map=False, TPCH-12, scale_factor=0.01, R 0.329 s -0.302
2022-11-10 04:52 R tpch arrow, parquet, memory_map=False, TPCH-12, scale_factor=0.1, R 0.509 s -0.368
2022-11-10 04:50 R tpch arrow, parquet, memory_map=False, TPCH-11, scale_factor=1, R 1.173 s -1.249
2022-11-10 04:51 R tpch arrow, native, memory_map=False, TPCH-11, scale_factor=10, R 1.073 s 0.834
2022-11-10 04:42 R tpch arrow, parquet, memory_map=False, TPCH-09, scale_factor=10, R 11.690 s -0.183
2022-11-10 04:50 R tpch arrow, parquet, memory_map=False, TPCH-11, scale_factor=0.1, R 0.418 s -0.382
2022-11-10 05:04 R tpch arrow, native, memory_map=False, TPCH-14, scale_factor=0.1, R 0.280 s -0.360
2022-11-10 05:04 R tpch arrow, native, memory_map=False, TPCH-14, scale_factor=1, R 0.546 s 0.655
2022-11-10 04:35 R tpch arrow, parquet, memory_map=False, TPCH-09, scale_factor=0.01, R 0.397 s 0.045
2022-11-10 04:36 R tpch arrow, native, memory_map=False, TPCH-09, scale_factor=0.1, R 0.340 s 0.476
2022-11-10 04:37 R tpch arrow, parquet, memory_map=False, TPCH-09, scale_factor=1, R 1.092 s -1.060
2022-11-10 04:43 R tpch arrow, parquet, memory_map=False, TPCH-10, scale_factor=0.01, R 0.367 s -0.008
2022-11-10 04:52 R tpch arrow, native, memory_map=False, TPCH-12, scale_factor=0.1, R 0.363 s 0.116
2022-11-10 05:03 R tpch arrow, parquet, memory_map=False, TPCH-13, scale_factor=10, R 15.465 s -0.938
2022-11-10 04:49 R tpch arrow, parquet, memory_map=False, TPCH-11, scale_factor=0.01, R 0.330 s -0.140
2022-11-10 04:43 R tpch arrow, native, memory_map=False, TPCH-10, scale_factor=0.1, R 0.297 s 0.441
2022-11-10 04:51 R tpch arrow, parquet, memory_map=False, TPCH-11, scale_factor=10, R 10.821 s -1.260
2022-11-10 04:58 R tpch arrow, native, memory_map=False, TPCH-12, scale_factor=10, R 3.586 s -0.754
2022-11-10 04:44 R tpch arrow, parquet, memory_map=False, TPCH-10, scale_factor=1, R 0.919 s -0.453
2022-11-10 04:48 R tpch arrow, native, memory_map=False, TPCH-10, scale_factor=10, R 1.170 s -0.079
2022-11-10 04:53 R tpch arrow, native, memory_map=False, TPCH-12, scale_factor=1, R 0.644 s 0.014
2022-11-10 04:44 R tpch arrow, native, memory_map=False, TPCH-10, scale_factor=1, R 0.390 s -0.236
2022-11-10 05:00 R tpch arrow, native, memory_map=False, TPCH-13, scale_factor=0.1, R 0.393 s 0.217
2022-11-10 05:00 R tpch arrow, parquet, memory_map=False, TPCH-12, scale_factor=10, R 35.282 s -0.872
2022-11-10 05:01 R tpch arrow, native, memory_map=False, TPCH-13, scale_factor=1, R 0.806 s -1.048
2022-11-10 04:53 R tpch arrow, parquet, memory_map=False, TPCH-12, scale_factor=1, R 3.087 s -0.418
2022-11-10 05:00 R tpch arrow, parquet, memory_map=False, TPCH-13, scale_factor=0.1, R 0.549 s -0.684
2022-11-10 05:04 R tpch arrow, parquet, memory_map=False, TPCH-14, scale_factor=0.1, R 0.527 s -1.000
2022-11-10 05:03 R tpch arrow, native, memory_map=False, TPCH-14, scale_factor=0.01, R 0.246 s -0.121
2022-11-10 05:01 R tpch arrow, parquet, memory_map=False, TPCH-13, scale_factor=1, R 1.365 s -0.961
2022-11-10 05:00 R tpch arrow, parquet, memory_map=False, TPCH-13, scale_factor=0.01, R 0.297 s 0.004
2022-11-10 05:02 R tpch arrow, native, memory_map=False, TPCH-13, scale_factor=10, R 4.656 s 0.057
2022-11-10 05:00 R tpch arrow, native, memory_map=False, TPCH-13, scale_factor=0.01, R 0.217 s 0.086
2022-11-10 05:03 R tpch arrow, parquet, memory_map=False, TPCH-14, scale_factor=0.01, R 0.339 s -0.426
2022-11-10 05:05 R tpch arrow, parquet, memory_map=False, TPCH-14, scale_factor=1, R 2.539 s -0.765
2022-11-10 05:10 R tpch arrow, parquet, memory_map=False, TPCH-15, scale_factor=0.01, R 0.315 s -0.022
2022-11-10 05:08 R tpch arrow, native, memory_map=False, TPCH-14, scale_factor=10, R 2.290 s 0.350
2022-11-10 05:10 R tpch arrow, native, memory_map=False, TPCH-15, scale_factor=0.01, R 0.240 s 0.277
2022-11-10 05:11 R tpch arrow, native, memory_map=False, TPCH-15, scale_factor=1, R 0.289 s 0.142
2022-11-10 05:11 R tpch arrow, native, memory_map=False, TPCH-15, scale_factor=0.1, R 0.243 s 0.120
2022-11-10 05:10 R tpch arrow, parquet, memory_map=False, TPCH-14, scale_factor=10, R 28.697 s -1.301
2022-11-10 05:11 R tpch arrow, parquet, memory_map=False, TPCH-15, scale_factor=0.1, R 0.369 s -0.391
2022-11-10 05:11 R tpch arrow, parquet, memory_map=False, TPCH-15, scale_factor=1, R 0.914 s -0.946
2022-11-10 05:15 R tpch arrow, native, memory_map=False, TPCH-15, scale_factor=10, R 0.816 s 0.540
2022-11-10 05:16 R tpch arrow, parquet, memory_map=False, TPCH-16, scale_factor=0.01, R 0.306 s 0.041
2022-11-10 05:17 R tpch arrow, native, memory_map=False, TPCH-16, scale_factor=1, R 0.388 s 1.092
2022-11-10 05:16 R tpch arrow, parquet, memory_map=False, TPCH-15, scale_factor=10, R 6.704 s -1.746
2022-11-10 05:16 R tpch arrow, native, memory_map=False, TPCH-16, scale_factor=0.01, R 0.233 s 0.024
2022-11-10 05:16 R tpch arrow, native, memory_map=False, TPCH-16, scale_factor=0.1, R 0.263 s 0.139
2022-11-10 05:16 R tpch arrow, parquet, memory_map=False, TPCH-16, scale_factor=0.1, R 0.399 s -0.906
2022-11-10 05:19 R tpch arrow, parquet, memory_map=False, TPCH-17, scale_factor=0.01, R 0.342 s -0.246
2022-11-10 05:20 R tpch arrow, native, memory_map=False, TPCH-17, scale_factor=1, R 0.313 s 0.129
2022-11-10 05:25 R tpch arrow, parquet, memory_map=False, TPCH-17, scale_factor=10, R 33.026 s -3.608
2022-11-10 05:19 R tpch arrow, parquet, memory_map=False, TPCH-17, scale_factor=0.1, R 0.542 s -0.804
2022-11-10 05:17 R tpch arrow, parquet, memory_map=False, TPCH-16, scale_factor=1, R 1.042 s -1.157
2022-11-10 05:24 R tpch arrow, native, memory_map=False, TPCH-17, scale_factor=10, R 0.923 s -1.315
2022-11-10 05:18 R tpch arrow, parquet, memory_map=False, TPCH-16, scale_factor=10, R 11.498 s 0.328
2022-11-10 05:18 R tpch arrow, native, memory_map=False, TPCH-16, scale_factor=10, R 1.117 s 0.337
2022-11-10 05:18 R tpch arrow, native, memory_map=False, TPCH-17, scale_factor=0.01, R 0.253 s -0.025
2022-11-10 05:26 R tpch arrow, parquet, memory_map=False, TPCH-18, scale_factor=0.01, R 0.313 s -0.084
2022-11-10 05:19 R tpch arrow, native, memory_map=False, TPCH-17, scale_factor=0.1, R 0.262 s -0.083
2022-11-10 05:26 R tpch arrow, native, memory_map=False, TPCH-18, scale_factor=0.01, R 0.243 s -1.368
2022-11-10 05:20 R tpch arrow, parquet, memory_map=False, TPCH-17, scale_factor=1, R 2.750 s -0.881
2022-11-10 05:26 R tpch arrow, native, memory_map=False, TPCH-18, scale_factor=0.1, R 0.258 s -0.596
2022-11-10 05:26 R tpch arrow, parquet, memory_map=False, TPCH-18, scale_factor=0.1, R 0.370 s -1.139
2022-11-10 05:27 R tpch arrow, native, memory_map=False, TPCH-18, scale_factor=1, R 0.514 s -0.894
2022-11-10 05:27 R tpch arrow, parquet, memory_map=False, TPCH-18, scale_factor=1, R 0.862 s -1.354
2022-11-10 06:00 R tpch arrow, parquet, memory_map=False, TPCH-22, scale_factor=0.01, R 0.312 s -0.358
2022-11-10 05:42 R tpch arrow, parquet, memory_map=False, TPCH-20, scale_factor=1, R 3.348 s -0.440
2022-11-10 05:33 R tpch arrow, native, memory_map=False, TPCH-19, scale_factor=0.01, R 0.306 s -0.590
2022-11-10 05:48 R tpch arrow, parquet, memory_map=False, TPCH-20, scale_factor=10, R 36.564 s 0.170
2022-11-10 05:49 R tpch arrow, parquet, memory_map=False, TPCH-21, scale_factor=0.1, R 0.938 s 0.764
2022-11-10 05:33 R tpch arrow, parquet, memory_map=False, TPCH-19, scale_factor=0.1, R 0.641 s -0.981
2022-11-10 05:32 R tpch arrow, native, memory_map=False, TPCH-18, scale_factor=10, R 4.466 s -1.647
2022-11-10 05:33 R tpch arrow, native, memory_map=False, TPCH-19, scale_factor=0.1, R 0.491 s -0.343
2022-11-10 05:34 R tpch arrow, native, memory_map=False, TPCH-19, scale_factor=1, R 1.146 s 0.628
2022-11-10 05:40 R tpch arrow, native, memory_map=False, TPCH-20, scale_factor=0.1, R 0.308 s -0.524
2022-11-10 06:00 R tpch arrow, parquet, memory_map=False, TPCH-22, scale_factor=0.1, R 0.359 s -0.524
2022-11-10 06:02 R tpch arrow, parquet, memory_map=False, TPCH-22, scale_factor=10, R 11.115 s -2.008
2022-11-10 05:41 R tpch arrow, native, memory_map=False, TPCH-20, scale_factor=1, R 0.354 s 0.124
2022-11-10 05:48 R tpch arrow, parquet, memory_map=False, TPCH-21, scale_factor=0.01, R 0.529 s -0.226
2022-11-10 05:48 R tpch arrow, native, memory_map=False, TPCH-21, scale_factor=0.1, R 0.816 s -0.182
2022-11-10 05:33 R tpch arrow, parquet, memory_map=False, TPCH-19, scale_factor=0.01, R 0.399 s -0.582
2022-11-10 05:32 R tpch arrow, parquet, memory_map=False, TPCH-18, scale_factor=10, R 13.155 s -0.580
2022-11-10 05:40 R tpch arrow, parquet, memory_map=False, TPCH-20, scale_factor=0.01, R 0.406 s -0.336
2022-11-10 05:56 R tpch arrow, native, memory_map=False, TPCH-21, scale_factor=10, R 38.603 s 0.221
2022-11-10 05:41 R tpch arrow, parquet, memory_map=False, TPCH-20, scale_factor=0.1, R 0.568 s -0.908
2022-11-10 05:34 R tpch arrow, parquet, memory_map=False, TPCH-19, scale_factor=1, R 3.042 s -0.262
2022-11-10 05:38 R tpch arrow, native, memory_map=False, TPCH-19, scale_factor=10, R 8.657 s -0.053
2022-11-10 05:40 R tpch arrow, parquet, memory_map=False, TPCH-19, scale_factor=10, R 30.722 s -0.472
2022-11-10 05:49 R tpch arrow, native, memory_map=False, TPCH-21, scale_factor=1, R 3.521 s 0.506
2022-11-10 06:02 R tpch arrow, native, memory_map=False, TPCH-22, scale_factor=10, R 0.391 s -0.025
2022-11-10 05:40 R tpch arrow, native, memory_map=False, TPCH-20, scale_factor=0.01, R 0.301 s 0.137
2022-11-10 05:46 R tpch arrow, native, memory_map=False, TPCH-20, scale_factor=10, R 0.910 s -0.224
2022-11-10 05:50 R tpch arrow, parquet, memory_map=False, TPCH-21, scale_factor=1, R 5.000 s 0.401
2022-11-10 06:00 R tpch arrow, native, memory_map=False, TPCH-22, scale_factor=0.01, R 0.232 s -0.362
2022-11-10 06:00 R tpch arrow, native, memory_map=False, TPCH-22, scale_factor=1, R 0.263 s 0.149
2022-11-10 05:48 R tpch arrow, native, memory_map=False, TPCH-21, scale_factor=0.01, R 0.426 s 0.481
2022-11-10 06:00 R tpch arrow, native, memory_map=False, TPCH-22, scale_factor=0.1, R 0.236 s -0.140
2022-11-10 06:01 R tpch arrow, parquet, memory_map=False, TPCH-22, scale_factor=1, R 0.831 s -1.198
2022-11-10 05:59 R tpch arrow, parquet, memory_map=False, TPCH-21, scale_factor=10, R 53.323 s -1.665