Benchmarks
Date Lang Batch Benchmark Mean Z-Score Error
2022-11-09 22:11 R tpch arrow, native, memory_map=False, TPCH-01, scale_factor=0.01, R 0.237 s -0.939
2022-11-09 22:11 R tpch arrow, native, memory_map=False, TPCH-01, scale_factor=0.1, R 0.245 s -0.907
2022-11-09 22:11 R tpch arrow, parquet, memory_map=False, TPCH-01, scale_factor=0.01, R 0.325 s -1.139
2022-11-09 22:12 R tpch arrow, parquet, memory_map=False, TPCH-01, scale_factor=0.1, R 0.401 s -1.552
2022-11-09 22:12 R tpch arrow, native, memory_map=False, TPCH-01, scale_factor=1, R 0.354 s -1.117
2022-11-09 22:12 R tpch arrow, parquet, memory_map=False, TPCH-01, scale_factor=1, R 0.933 s -1.526
2022-11-09 22:16 R tpch arrow, native, memory_map=False, TPCH-01, scale_factor=10, R 1.406 s -0.319
2022-11-09 22:17 R tpch arrow, parquet, memory_map=False, TPCH-02, scale_factor=0.01, R 0.417 s -0.940
2022-11-09 22:17 R tpch arrow, native, memory_map=False, TPCH-02, scale_factor=0.1, R 0.338 s -0.491
2022-11-09 22:17 R tpch arrow, native, memory_map=False, TPCH-02, scale_factor=1, R 0.410 s -0.306
2022-11-09 22:17 R tpch arrow, parquet, memory_map=False, TPCH-02, scale_factor=0.1, R 0.428 s -0.770
2022-11-09 22:16 R tpch arrow, parquet, memory_map=False, TPCH-01, scale_factor=10, R 6.227 s -1.718
2022-11-09 22:17 R tpch arrow, native, memory_map=False, TPCH-02, scale_factor=0.01, R 0.328 s -0.450
2022-11-09 22:19 R tpch arrow, native, memory_map=False, TPCH-03, scale_factor=0.1, R 0.279 s -0.369
2022-11-09 22:18 R tpch arrow, parquet, memory_map=False, TPCH-02, scale_factor=1, R 0.568 s -1.232
2022-11-09 22:25 R tpch arrow, parquet, memory_map=False, TPCH-04, scale_factor=0.01, R 0.309 s -0.902
2022-11-09 22:26 R tpch arrow, parquet, memory_map=False, TPCH-04, scale_factor=0.1, R 0.328 s -0.699
2022-11-09 22:27 R tpch arrow, parquet, memory_map=False, TPCH-04, scale_factor=1, R 0.487 s -0.951
2022-11-09 22:19 R tpch arrow, parquet, memory_map=False, TPCH-02, scale_factor=10, R 1.544 s -1.609
2022-11-09 22:26 R tpch arrow, native, memory_map=False, TPCH-04, scale_factor=1, R 0.343 s -0.645
2022-11-09 22:51 R tpch arrow, parquet, memory_map=False, TPCH-08, scale_factor=1, R 1.019 s -1.476
2022-11-09 22:58 R tpch arrow, native, memory_map=False, TPCH-09, scale_factor=1, R 0.521 s 0.321
2022-11-09 22:38 R tpch arrow, native, memory_map=False, TPCH-06, scale_factor=0.01, R 0.197 s -0.806
2022-11-09 22:18 R tpch arrow, native, memory_map=False, TPCH-02, scale_factor=10, R 0.914 s -0.294
2022-11-09 22:19 R tpch arrow, parquet, memory_map=False, TPCH-03, scale_factor=0.01, R 0.344 s -0.718
2022-11-09 22:20 R tpch arrow, native, memory_map=False, TPCH-03, scale_factor=1, R 0.380 s -0.583
2022-11-09 22:25 R tpch arrow, parquet, memory_map=False, TPCH-03, scale_factor=10, R 7.972 s -0.914
2022-11-09 22:38 R tpch arrow, native, memory_map=False, TPCH-06, scale_factor=0.1, R 0.196 s -0.546
2022-11-09 22:39 R tpch arrow, native, memory_map=False, TPCH-06, scale_factor=1, R 0.226 s -0.338
2022-11-09 22:31 R tpch arrow, native, memory_map=False, TPCH-04, scale_factor=10, R 1.272 s -0.588
2022-11-09 22:31 R tpch arrow, native, memory_map=False, TPCH-05, scale_factor=0.01, R 0.300 s -0.059
2022-11-09 22:44 R tpch arrow, parquet, memory_map=False, TPCH-07, scale_factor=0.1, R 0.470 s -0.651
2022-11-09 22:19 R tpch arrow, parquet, memory_map=False, TPCH-03, scale_factor=0.1, R 0.394 s -0.879
2022-11-09 22:26 R tpch arrow, native, memory_map=False, TPCH-04, scale_factor=0.1, R 0.243 s -0.318
2022-11-09 22:25 R tpch arrow, native, memory_map=False, TPCH-04, scale_factor=0.01, R 0.234 s -0.267
2022-11-09 22:39 R tpch arrow, parquet, memory_map=False, TPCH-06, scale_factor=0.1, R 0.317 s -0.489
2022-11-09 22:25 R tpch arrow, native, memory_map=False, TPCH-03, scale_factor=10, R 1.325 s -0.748
2022-11-09 22:19 R tpch arrow, native, memory_map=False, TPCH-03, scale_factor=0.01, R 0.271 s -0.448
2022-11-09 22:20 R tpch arrow, parquet, memory_map=False, TPCH-03, scale_factor=1, R 0.872 s -1.159
2022-11-09 22:57 R tpch arrow, parquet, memory_map=False, TPCH-08, scale_factor=10, R 10.368 s -1.268
2022-11-09 22:57 R tpch arrow, parquet, memory_map=False, TPCH-09, scale_factor=0.01, R 0.407 s -0.374
2022-11-09 22:57 R tpch arrow, parquet, memory_map=False, TPCH-09, scale_factor=0.1, R 0.477 s -0.666
2022-11-09 23:12 R tpch arrow, parquet, memory_map=False, TPCH-11, scale_factor=1, R 1.160 s -1.269
2022-11-09 22:32 R tpch arrow, native, memory_map=False, TPCH-05, scale_factor=0.1, R 0.308 s 0.009
2022-11-09 22:33 R tpch arrow, native, memory_map=False, TPCH-05, scale_factor=1, R 0.379 s 0.246
2022-11-09 22:37 R tpch arrow, native, memory_map=False, TPCH-05, scale_factor=10, R 0.898 s 0.329
2022-11-09 22:32 R tpch arrow, parquet, memory_map=False, TPCH-05, scale_factor=0.1, R 0.443 s -0.500
2022-11-09 22:50 R tpch arrow, parquet, memory_map=False, TPCH-07, scale_factor=10, R 8.877 s -0.646
2022-11-09 22:57 R tpch arrow, native, memory_map=False, TPCH-09, scale_factor=0.1, R 0.348 s -0.089
2022-11-09 23:11 R tpch arrow, native, memory_map=False, TPCH-11, scale_factor=0.1, R 0.276 s -0.299
2022-11-09 22:31 R tpch arrow, parquet, memory_map=False, TPCH-04, scale_factor=10, R 3.564 s 0.077
2022-11-09 22:43 R tpch arrow, native, memory_map=False, TPCH-06, scale_factor=10, R 0.499 s -0.531
2022-11-09 23:05 R tpch arrow, parquet, memory_map=False, TPCH-10, scale_factor=0.1, R 0.450 s -1.825
2022-11-09 23:11 R tpch arrow, parquet, memory_map=False, TPCH-11, scale_factor=0.01, R 0.339 s -0.726
2022-11-09 22:32 R tpch arrow, parquet, memory_map=False, TPCH-05, scale_factor=0.01, R 0.391 s -0.472
2022-11-09 22:38 R tpch arrow, parquet, memory_map=False, TPCH-05, scale_factor=10, R 8.342 s -0.505
2022-11-09 22:44 R tpch arrow, parquet, memory_map=False, TPCH-07, scale_factor=0.01, R 0.417 s -0.337
2022-11-09 22:51 R tpch arrow, native, memory_map=False, TPCH-08, scale_factor=1, R 0.423 s 0.075
2022-11-09 22:33 R tpch arrow, parquet, memory_map=False, TPCH-05, scale_factor=1, R 0.931 s -1.213
2022-11-09 22:43 R tpch arrow, parquet, memory_map=False, TPCH-06, scale_factor=10, R 5.569 s -1.275
2022-11-09 22:45 R tpch arrow, parquet, memory_map=False, TPCH-07, scale_factor=1, R 0.961 s -1.187
2022-11-09 22:50 R tpch arrow, native, memory_map=False, TPCH-08, scale_factor=0.01, R 0.375 s -0.029
2022-11-09 23:04 R tpch arrow, parquet, memory_map=False, TPCH-10, scale_factor=0.01, R 0.380 s -0.764
2022-11-09 22:56 R tpch arrow, native, memory_map=False, TPCH-08, scale_factor=10, R 0.804 s 0.040
2022-11-09 23:05 R tpch arrow, native, memory_map=False, TPCH-10, scale_factor=1, R 0.397 s -0.486
2022-11-09 22:39 R tpch arrow, parquet, memory_map=False, TPCH-06, scale_factor=1, R 0.779 s -0.593
2022-11-09 22:50 R tpch arrow, native, memory_map=False, TPCH-08, scale_factor=0.1, R 0.380 s 0.121
2022-11-09 22:50 R tpch arrow, parquet, memory_map=False, TPCH-08, scale_factor=0.01, R 0.474 s -0.332
2022-11-09 23:12 R tpch arrow, native, memory_map=False, TPCH-11, scale_factor=10, R 1.084 s 0.031
2022-11-09 22:38 R tpch arrow, parquet, memory_map=False, TPCH-06, scale_factor=0.01, R 0.271 s -0.546
2022-11-09 23:12 R tpch arrow, native, memory_map=False, TPCH-11, scale_factor=1, R 0.387 s 0.695
2022-11-09 22:43 R tpch arrow, native, memory_map=False, TPCH-07, scale_factor=0.01, R 0.333 s -0.261
2022-11-09 22:44 R tpch arrow, native, memory_map=False, TPCH-07, scale_factor=0.1, R 0.336 s -0.048
2022-11-09 22:49 R tpch arrow, native, memory_map=False, TPCH-07, scale_factor=10, R 1.082 s -0.315
2022-11-09 23:05 R tpch arrow, native, memory_map=False, TPCH-10, scale_factor=0.1, R 0.308 s -0.489
2022-11-09 23:11 R tpch arrow, native, memory_map=False, TPCH-11, scale_factor=0.01, R 0.249 s -0.255
2022-11-09 23:03 R tpch arrow, native, memory_map=False, TPCH-09, scale_factor=10, R 1.373 s -0.601
2022-11-09 23:11 R tpch arrow, parquet, memory_map=False, TPCH-10, scale_factor=10, R 9.469 s -1.997
2022-11-09 23:11 R tpch arrow, parquet, memory_map=False, TPCH-11, scale_factor=0.1, R 0.432 s -1.098
2022-11-09 22:45 R tpch arrow, native, memory_map=False, TPCH-07, scale_factor=1, R 0.419 s -0.213
2022-11-09 23:06 R tpch arrow, parquet, memory_map=False, TPCH-10, scale_factor=1, R 0.964 s -1.610
2022-11-09 22:51 R tpch arrow, parquet, memory_map=False, TPCH-08, scale_factor=0.1, R 0.530 s -0.611
2022-11-09 22:57 R tpch arrow, native, memory_map=False, TPCH-09, scale_factor=0.01, R 0.319 s -0.167
2022-11-09 23:13 R tpch arrow, parquet, memory_map=False, TPCH-11, scale_factor=10, R 10.808 s -1.330
2022-11-09 22:58 R tpch arrow, parquet, memory_map=False, TPCH-09, scale_factor=1, R 1.087 s -1.039
2022-11-09 23:04 R tpch arrow, parquet, memory_map=False, TPCH-09, scale_factor=10, R 11.698 s -0.340
2022-11-09 23:04 R tpch arrow, native, memory_map=False, TPCH-10, scale_factor=0.01, R 0.301 s -0.476
2022-11-09 23:10 R tpch arrow, native, memory_map=False, TPCH-10, scale_factor=10, R 1.175 s -0.228
2022-11-09 23:13 R tpch arrow, native, memory_map=False, TPCH-12, scale_factor=0.01, R 0.246 s -0.775
2022-11-09 23:14 R tpch arrow, parquet, memory_map=False, TPCH-12, scale_factor=0.01, R 0.338 s -0.949
2022-11-09 23:14 R tpch arrow, native, memory_map=False, TPCH-12, scale_factor=0.1, R 0.368 s -0.427
2022-11-09 23:14 R tpch arrow, parquet, memory_map=False, TPCH-12, scale_factor=0.1, R 0.532 s -1.533
2022-11-09 23:15 R tpch arrow, native, memory_map=False, TPCH-12, scale_factor=1, R 0.656 s -1.559
2022-11-09 23:15 R tpch arrow, parquet, memory_map=False, TPCH-12, scale_factor=1, R 3.100 s -1.230
2022-11-09 23:25 R tpch arrow, native, memory_map=False, TPCH-14, scale_factor=0.1, R 0.282 s -0.462
2022-11-09 23:38 R tpch arrow, parquet, memory_map=False, TPCH-16, scale_factor=0.01, R 0.316 s -0.689
2022-11-09 23:38 R tpch arrow, native, memory_map=False, TPCH-16, scale_factor=0.1, R 0.269 s -0.513
2022-11-09 23:37 R tpch arrow, native, memory_map=False, TPCH-15, scale_factor=10, R 0.803 s 1.463
2022-11-09 23:40 R tpch arrow, parquet, memory_map=False, TPCH-17, scale_factor=0.01, R 0.350 s -0.665
2022-11-09 23:42 R tpch arrow, parquet, memory_map=False, TPCH-17, scale_factor=1, R 2.803 s -2.802
2022-11-09 23:21 R tpch arrow, parquet, memory_map=False, TPCH-12, scale_factor=10, R 35.310 s -1.884
2022-11-09 23:40 R tpch arrow, parquet, memory_map=False, TPCH-16, scale_factor=10, R 11.498 s 0.320
2022-11-09 23:40 R tpch arrow, native, memory_map=False, TPCH-17, scale_factor=0.01, R 0.260 s -0.482
2022-11-09 23:25 R tpch arrow, parquet, memory_map=False, TPCH-14, scale_factor=0.01, R 0.347 s -0.998
2022-11-09 23:26 R tpch arrow, parquet, memory_map=False, TPCH-14, scale_factor=0.1, R 0.530 s -1.258
2022-11-09 23:22 R tpch arrow, parquet, memory_map=False, TPCH-13, scale_factor=0.1, R 0.550 s -0.777
2022-11-09 23:24 R tpch arrow, native, memory_map=False, TPCH-13, scale_factor=10, R 4.648 s 0.504
2022-11-09 23:32 R tpch arrow, native, memory_map=False, TPCH-15, scale_factor=0.01, R 0.243 s -0.068
2022-11-09 23:22 R tpch arrow, native, memory_map=False, TPCH-13, scale_factor=0.1, R 0.396 s -0.022
2022-11-09 23:22 R tpch arrow, native, memory_map=False, TPCH-13, scale_factor=1, R 0.801 s -0.184
2022-11-09 23:26 R tpch arrow, parquet, memory_map=False, TPCH-14, scale_factor=1, R 2.540 s -1.127
2022-11-09 23:19 R tpch arrow, native, memory_map=False, TPCH-12, scale_factor=10, R 3.554 s 1.141
2022-11-09 23:22 R tpch arrow, parquet, memory_map=False, TPCH-13, scale_factor=0.01, R 0.312 s -1.031
2022-11-09 23:30 R tpch arrow, native, memory_map=False, TPCH-14, scale_factor=10, R 2.308 s -0.095
2022-11-09 23:21 R tpch arrow, native, memory_map=False, TPCH-13, scale_factor=0.01, R 0.230 s -1.234
2022-11-09 23:38 R tpch arrow, parquet, memory_map=False, TPCH-16, scale_factor=0.1, R 0.399 s -0.975
2022-11-09 23:32 R tpch arrow, parquet, memory_map=False, TPCH-15, scale_factor=0.1, R 0.375 s -0.727
2022-11-09 23:26 R tpch arrow, native, memory_map=False, TPCH-14, scale_factor=1, R 0.557 s -0.292
2022-11-09 23:32 R tpch arrow, parquet, memory_map=False, TPCH-14, scale_factor=10, R 28.637 s -0.765
2022-11-09 23:25 R tpch arrow, parquet, memory_map=False, TPCH-13, scale_factor=10, R 15.439 s -0.082
2022-11-09 23:33 R tpch arrow, native, memory_map=False, TPCH-15, scale_factor=1, R 0.297 s -0.657
2022-11-09 23:37 R tpch arrow, parquet, memory_map=False, TPCH-15, scale_factor=10, R 6.586 s -1.427
2022-11-09 23:23 R tpch arrow, parquet, memory_map=False, TPCH-13, scale_factor=1, R 1.383 s -1.502
2022-11-09 23:41 R tpch arrow, native, memory_map=False, TPCH-17, scale_factor=0.1, R 0.270 s -0.675
2022-11-09 23:32 R tpch arrow, parquet, memory_map=False, TPCH-15, scale_factor=0.01, R 0.324 s -0.529
2022-11-09 23:33 R tpch arrow, parquet, memory_map=False, TPCH-15, scale_factor=1, R 0.951 s -1.716
2022-11-09 23:38 R tpch arrow, native, memory_map=False, TPCH-16, scale_factor=1, R 0.397 s -0.104
2022-11-09 23:38 R tpch arrow, parquet, memory_map=False, TPCH-16, scale_factor=1, R 1.051 s -1.448
2022-11-09 23:41 R tpch arrow, native, memory_map=False, TPCH-17, scale_factor=1, R 0.318 s -0.254
2022-11-09 23:25 R tpch arrow, native, memory_map=False, TPCH-14, scale_factor=0.01, R 0.251 s -0.558
2022-11-09 23:37 R tpch arrow, native, memory_map=False, TPCH-16, scale_factor=0.01, R 0.240 s -0.756
2022-11-09 23:32 R tpch arrow, native, memory_map=False, TPCH-15, scale_factor=0.1, R 0.247 s -0.223
2022-11-09 23:41 R tpch arrow, parquet, memory_map=False, TPCH-17, scale_factor=0.1, R 0.567 s -1.556
2022-11-09 23:39 R tpch arrow, native, memory_map=False, TPCH-16, scale_factor=10, R 1.119 s 0.292
2022-11-09 23:45 R tpch arrow, native, memory_map=False, TPCH-17, scale_factor=10, R 0.919 s -0.437
2022-11-09 23:47 R tpch arrow, native, memory_map=False, TPCH-18, scale_factor=0.01, R 0.240 s -0.613
2022-11-09 23:47 R tpch arrow, parquet, memory_map=False, TPCH-17, scale_factor=10, R 31.644 s -0.336
2022-11-09 23:47 R tpch arrow, parquet, memory_map=False, TPCH-18, scale_factor=0.01, R 0.326 s -0.928
2022-11-09 23:48 R tpch arrow, native, memory_map=False, TPCH-18, scale_factor=0.1, R 0.263 s -0.831
2022-11-09 23:48 R tpch arrow, parquet, memory_map=False, TPCH-18, scale_factor=0.1, R 0.369 s -1.059
2022-11-09 23:48 R tpch arrow, native, memory_map=False, TPCH-18, scale_factor=1, R 0.519 s -0.991
2022-11-09 23:49 R tpch arrow, parquet, memory_map=False, TPCH-18, scale_factor=1, R 0.837 s -1.075
2022-11-09 23:53 R tpch arrow, native, memory_map=False, TPCH-18, scale_factor=10, R 4.447 s -1.210
2022-11-09 23:55 R tpch arrow, native, memory_map=False, TPCH-19, scale_factor=0.1, R 0.497 s -1.235
2022-11-09 23:54 R tpch arrow, parquet, memory_map=False, TPCH-18, scale_factor=10, R 13.166 s -1.256
2022-11-09 23:54 R tpch arrow, native, memory_map=False, TPCH-19, scale_factor=0.01, R 0.311 s -1.157
2022-11-09 23:55 R tpch arrow, native, memory_map=False, TPCH-19, scale_factor=1, R 1.150 s 0.332
2022-11-09 23:54 R tpch arrow, parquet, memory_map=False, TPCH-19, scale_factor=0.01, R 0.408 s -1.284
2022-11-09 23:55 R tpch arrow, parquet, memory_map=False, TPCH-19, scale_factor=0.1, R 0.657 s -1.694
2022-11-09 23:56 R tpch arrow, parquet, memory_map=False, TPCH-19, scale_factor=1, R 3.037 s -0.092
2022-11-10 00:02 R tpch arrow, parquet, memory_map=False, TPCH-20, scale_factor=0.01, R 0.415 s -0.876
2022-11-10 00:10 R tpch arrow, native, memory_map=False, TPCH-21, scale_factor=0.01, R 0.435 s -0.135
2022-11-10 00:12 R tpch arrow, parquet, memory_map=False, TPCH-21, scale_factor=1, R 5.025 s -0.120
2022-11-10 00:02 R tpch arrow, parquet, memory_map=False, TPCH-20, scale_factor=0.1, R 0.570 s -1.093
2022-11-10 00:03 R tpch arrow, parquet, memory_map=False, TPCH-20, scale_factor=1, R 3.353 s -0.771
2022-11-10 00:02 R tpch arrow, parquet, memory_map=False, TPCH-19, scale_factor=10, R 30.777 s -1.365
2022-11-10 00:02 R tpch arrow, native, memory_map=False, TPCH-20, scale_factor=0.01, R 0.307 s -0.360
2022-11-10 00:10 R tpch arrow, parquet, memory_map=False, TPCH-21, scale_factor=0.1, R 0.993 s -1.425
2022-11-10 00:10 R tpch arrow, native, memory_map=False, TPCH-21, scale_factor=0.1, R 0.817 s 0.015
2022-11-10 00:02 R tpch arrow, native, memory_map=False, TPCH-20, scale_factor=0.1, R 0.311 s -0.556
2022-11-10 00:22 R tpch arrow, native, memory_map=False, TPCH-22, scale_factor=0.1, R 0.242 s -0.703
2022-11-10 00:22 R tpch arrow, native, memory_map=False, TPCH-22, scale_factor=1, R 0.271 s -0.763
2022-11-10 00:07 R tpch arrow, native, memory_map=False, TPCH-20, scale_factor=10, R 0.917 s -0.648
2022-11-10 00:03 R tpch arrow, native, memory_map=False, TPCH-20, scale_factor=1, R 0.361 s -0.496
2022-11-10 00:23 R tpch arrow, native, memory_map=False, TPCH-22, scale_factor=10, R 0.399 s -0.973
2022-11-10 00:00 R tpch arrow, native, memory_map=False, TPCH-19, scale_factor=10, R 8.691 s -0.402
2022-11-10 00:10 R tpch arrow, parquet, memory_map=False, TPCH-21, scale_factor=0.01, R 0.539 s -0.550
2022-11-10 00:09 R tpch arrow, parquet, memory_map=False, TPCH-20, scale_factor=10, R 36.781 s -1.648
2022-11-10 00:11 R tpch arrow, native, memory_map=False, TPCH-21, scale_factor=1, R 3.534 s 0.205
2022-11-10 00:18 R tpch arrow, native, memory_map=False, TPCH-21, scale_factor=10, R 39.080 s -2.218
2022-11-10 00:21 R tpch arrow, parquet, memory_map=False, TPCH-21, scale_factor=10, R 52.841 s -0.041
2022-11-10 00:21 R tpch arrow, native, memory_map=False, TPCH-22, scale_factor=0.01, R 0.239 s -1.089
2022-11-10 00:22 R tpch arrow, parquet, memory_map=False, TPCH-22, scale_factor=1, R 0.850 s -1.808
2022-11-10 00:24 R tpch arrow, parquet, memory_map=False, TPCH-22, scale_factor=10, R 11.090 s -0.803
2022-11-10 00:22 R tpch arrow, parquet, memory_map=False, TPCH-22, scale_factor=0.01, R 0.317 s -0.786
2022-11-10 00:22 R tpch arrow, parquet, memory_map=False, TPCH-22, scale_factor=0.1, R 0.371 s -1.331