Benchmarks
Date Lang Batch Benchmark Mean Z-Score Error
2022-11-16 14:38 R tpch arrow, native, memory_map=False, TPCH-01, scale_factor=0.01, R 0.232 s -0.560
2022-11-16 14:54 R tpch arrow, native, memory_map=False, TPCH-04, scale_factor=1, R 0.338 s -0.055
2022-11-16 14:44 R tpch arrow, native, memory_map=False, TPCH-02, scale_factor=0.1, R 0.336 s -0.431
2022-11-16 14:46 R tpch arrow, native, memory_map=False, TPCH-03, scale_factor=0.01, R 0.269 s -0.452
2022-11-16 14:47 R tpch arrow, parquet, memory_map=False, TPCH-03, scale_factor=1, R 0.792 s -0.531
2022-11-16 15:10 R tpch arrow, native, memory_map=False, TPCH-06, scale_factor=10, R 0.500 s -0.012
2022-11-16 14:52 R tpch arrow, parquet, memory_map=False, TPCH-03, scale_factor=10, R 7.756 s -0.888
2022-11-16 14:45 R tpch arrow, parquet, memory_map=False, TPCH-02, scale_factor=0.1, R 0.416 s -0.290
2022-11-16 14:47 R tpch arrow, parquet, memory_map=False, TPCH-03, scale_factor=0.1, R 0.376 s -0.436
2022-11-16 14:39 R tpch arrow, parquet, memory_map=False, TPCH-01, scale_factor=0.1, R 0.371 s -0.601
2022-11-16 14:53 R tpch arrow, native, memory_map=False, TPCH-04, scale_factor=0.1, R 0.242 s -0.170
2022-11-16 14:54 R tpch arrow, parquet, memory_map=False, TPCH-04, scale_factor=1, R 0.454 s -0.193
2022-11-16 15:10 R tpch arrow, parquet, memory_map=False, TPCH-06, scale_factor=10, R 5.044 s -0.075
2022-11-16 15:18 R tpch arrow, native, memory_map=False, TPCH-08, scale_factor=1, R 0.426 s -0.032
2022-11-16 14:46 R tpch arrow, native, memory_map=False, TPCH-02, scale_factor=10, R 0.901 s 0.650
2022-11-16 14:59 R tpch arrow, parquet, memory_map=False, TPCH-05, scale_factor=0.01, R 0.384 s -0.218
2022-11-16 14:46 R tpch arrow, parquet, memory_map=False, TPCH-03, scale_factor=0.01, R 0.337 s -0.675
2022-11-16 15:11 R tpch arrow, native, memory_map=False, TPCH-07, scale_factor=0.01, R 0.332 s -0.052
2022-11-16 15:12 R tpch arrow, native, memory_map=False, TPCH-07, scale_factor=1, R 0.418 s 0.014
2022-11-16 14:44 R tpch arrow, parquet, memory_map=False, TPCH-01, scale_factor=10, R 5.836 s -1.070
2022-11-16 15:17 R tpch arrow, parquet, memory_map=False, TPCH-07, scale_factor=10, R 8.619 s 0.004
2022-11-16 15:19 R tpch arrow, parquet, memory_map=False, TPCH-08, scale_factor=1, R 0.937 s -0.561
2022-11-16 14:40 R tpch arrow, native, memory_map=False, TPCH-01, scale_factor=1, R 0.344 s -0.520
2022-11-16 14:53 R tpch arrow, parquet, memory_map=False, TPCH-04, scale_factor=0.01, R 0.298 s -0.237
2022-11-16 15:00 R tpch arrow, native, memory_map=False, TPCH-05, scale_factor=1, R 0.383 s -0.021
2022-11-16 15:11 R tpch arrow, native, memory_map=False, TPCH-07, scale_factor=0.1, R 0.339 s -0.149
2022-11-16 15:12 R tpch arrow, parquet, memory_map=False, TPCH-07, scale_factor=1, R 0.886 s -0.455
2022-11-16 15:18 R tpch arrow, parquet, memory_map=False, TPCH-08, scale_factor=0.1, R 0.519 s -0.392
2022-11-16 14:43 R tpch arrow, native, memory_map=False, TPCH-01, scale_factor=10, R 1.380 s 0.446
2022-11-16 14:45 R tpch arrow, native, memory_map=False, TPCH-02, scale_factor=1, R 0.408 s -0.235
2022-11-16 14:53 R tpch arrow, native, memory_map=False, TPCH-04, scale_factor=0.01, R 0.235 s -0.366
2022-11-16 15:00 R tpch arrow, parquet, memory_map=False, TPCH-05, scale_factor=1, R 0.853 s -0.166
2022-11-16 14:39 R tpch arrow, parquet, memory_map=False, TPCH-01, scale_factor=0.01, R 0.309 s -0.773
2022-11-16 14:44 R tpch arrow, native, memory_map=False, TPCH-02, scale_factor=0.01, R 0.322 s 0.085
2022-11-16 14:47 R tpch arrow, native, memory_map=False, TPCH-03, scale_factor=1, R 0.371 s -0.056
2022-11-16 15:11 R tpch arrow, parquet, memory_map=False, TPCH-07, scale_factor=0.01, R 0.412 s -0.149
2022-11-16 15:16 R tpch arrow, native, memory_map=False, TPCH-07, scale_factor=10, R 1.064 s 0.508
2022-11-16 14:40 R tpch arrow, parquet, memory_map=False, TPCH-01, scale_factor=1, R 0.855 s -1.018
2022-11-16 14:47 R tpch arrow, native, memory_map=False, TPCH-03, scale_factor=0.1, R 0.276 s -0.416
2022-11-16 15:18 R tpch arrow, native, memory_map=False, TPCH-08, scale_factor=0.1, R 0.388 s -0.379
2022-11-16 14:39 R tpch arrow, native, memory_map=False, TPCH-01, scale_factor=0.1, R 0.247 s -1.130
2022-11-16 14:44 R tpch arrow, parquet, memory_map=False, TPCH-02, scale_factor=0.01, R 0.408 s -0.758
2022-11-16 14:52 R tpch arrow, native, memory_map=False, TPCH-03, scale_factor=10, R 1.278 s 0.845
2022-11-16 14:53 R tpch arrow, parquet, memory_map=False, TPCH-04, scale_factor=0.1, R 0.313 s -0.202
2022-11-16 14:45 R tpch arrow, parquet, memory_map=False, TPCH-02, scale_factor=1, R 0.536 s -0.045
2022-11-16 14:58 R tpch arrow, native, memory_map=False, TPCH-04, scale_factor=10, R 1.247 s 0.420
2022-11-16 14:46 R tpch arrow, parquet, memory_map=False, TPCH-02, scale_factor=10, R 1.444 s -0.545
2022-11-16 15:06 R tpch arrow, native, memory_map=False, TPCH-06, scale_factor=0.1, R 0.195 s -0.265
2022-11-16 15:11 R tpch arrow, parquet, memory_map=False, TPCH-07, scale_factor=0.1, R 0.458 s -0.142
2022-11-16 14:59 R tpch arrow, parquet, memory_map=False, TPCH-04, scale_factor=10, R 3.560 s -0.079
2022-11-16 15:05 R tpch arrow, parquet, memory_map=False, TPCH-06, scale_factor=0.01, R 0.262 s -0.003
2022-11-16 15:17 R tpch arrow, native, memory_map=False, TPCH-08, scale_factor=0.01, R 0.377 s -0.045
2022-11-16 14:59 R tpch arrow, native, memory_map=False, TPCH-05, scale_factor=0.01, R 0.302 s -0.285
2022-11-16 14:59 R tpch arrow, native, memory_map=False, TPCH-05, scale_factor=0.1, R 0.314 s -0.656
2022-11-16 15:17 R tpch arrow, parquet, memory_map=False, TPCH-08, scale_factor=0.01, R 0.475 s -0.587
2022-11-16 14:59 R tpch arrow, parquet, memory_map=False, TPCH-05, scale_factor=0.1, R 0.440 s -0.800
2022-11-16 15:06 R tpch arrow, parquet, memory_map=False, TPCH-06, scale_factor=1, R 0.716 s -0.536
2022-11-16 15:05 R tpch arrow, native, memory_map=False, TPCH-06, scale_factor=0.01, R 0.194 s -0.169
2022-11-16 15:04 R tpch arrow, native, memory_map=False, TPCH-05, scale_factor=10, R 0.888 s 0.987
2022-11-16 15:06 R tpch arrow, native, memory_map=False, TPCH-06, scale_factor=1, R 0.224 s -0.409
2022-11-16 15:05 R tpch arrow, parquet, memory_map=False, TPCH-05, scale_factor=10, R 8.121 s -0.338
2022-11-16 15:06 R tpch arrow, parquet, memory_map=False, TPCH-06, scale_factor=0.1, R 0.306 s -0.200
2022-11-16 15:23 R tpch arrow, native, memory_map=False, TPCH-08, scale_factor=10, R 0.798 s 0.256
2022-11-16 15:25 R tpch arrow, native, memory_map=False, TPCH-09, scale_factor=1, R 0.535 s -0.849
2022-11-16 15:24 R tpch arrow, parquet, memory_map=False, TPCH-08, scale_factor=10, R 10.085 s -0.229
2022-11-16 15:24 R tpch arrow, native, memory_map=False, TPCH-09, scale_factor=0.01, R 0.316 s -0.027
2022-11-16 15:24 R tpch arrow, parquet, memory_map=False, TPCH-09, scale_factor=0.01, R 0.402 s -0.371
2022-11-16 15:24 R tpch arrow, native, memory_map=False, TPCH-09, scale_factor=0.1, R 0.348 s -0.181
2022-11-16 15:25 R tpch arrow, parquet, memory_map=False, TPCH-09, scale_factor=0.1, R 0.458 s -0.017
2022-11-16 15:25 R tpch arrow, parquet, memory_map=False, TPCH-09, scale_factor=1, R 1.007 s -0.137
2022-11-16 15:31 R tpch arrow, parquet, memory_map=False, TPCH-09, scale_factor=10, R 11.477 s 0.004
2022-11-16 15:31 R tpch arrow, parquet, memory_map=False, TPCH-10, scale_factor=0.01, R 0.372 s -0.397
2022-11-16 15:31 R tpch arrow, native, memory_map=False, TPCH-10, scale_factor=0.01, R 0.299 s -0.377
2022-11-16 15:30 R tpch arrow, native, memory_map=False, TPCH-09, scale_factor=10, R 1.350 s 0.205
2022-11-16 15:32 R tpch arrow, native, memory_map=False, TPCH-10, scale_factor=0.1, R 0.305 s -0.158
2022-11-16 15:32 R tpch arrow, parquet, memory_map=False, TPCH-10, scale_factor=0.1, R 0.421 s -0.228
2022-11-16 15:32 R tpch arrow, native, memory_map=False, TPCH-10, scale_factor=1, R 0.394 s -0.355
2022-11-16 15:33 R tpch arrow, parquet, memory_map=False, TPCH-10, scale_factor=1, R 0.864 s -0.328
2022-11-16 15:46 R tpch arrow, native, memory_map=False, TPCH-12, scale_factor=10, R 3.568 s 0.323
2022-11-16 15:52 R tpch arrow, native, memory_map=False, TPCH-14, scale_factor=0.01, R 0.249 s -0.360
2022-11-16 15:52 R tpch arrow, native, memory_map=False, TPCH-14, scale_factor=0.1, R 0.282 s -0.271
2022-11-16 15:37 R tpch arrow, native, memory_map=False, TPCH-10, scale_factor=10, R 1.157 s 0.818
2022-11-16 15:38 R tpch arrow, parquet, memory_map=False, TPCH-10, scale_factor=10, R 9.187 s -0.148
2022-11-16 15:41 R tpch arrow, native, memory_map=False, TPCH-12, scale_factor=0.1, R 0.370 s -0.253
2022-11-16 15:40 R tpch arrow, parquet, memory_map=False, TPCH-11, scale_factor=10, R 10.713 s -0.787
2022-11-16 15:49 R tpch arrow, parquet, memory_map=False, TPCH-13, scale_factor=0.01, R 0.295 s -0.123
2022-11-16 15:53 R tpch arrow, native, memory_map=False, TPCH-14, scale_factor=1, R 0.554 s -0.489
2022-11-16 15:38 R tpch arrow, parquet, memory_map=False, TPCH-11, scale_factor=0.1, R 0.410 s -0.467
2022-11-16 15:42 R tpch arrow, parquet, memory_map=False, TPCH-12, scale_factor=1, R 3.083 s -0.065
2022-11-16 15:38 R tpch arrow, native, memory_map=False, TPCH-11, scale_factor=0.01, R 0.250 s -0.379
2022-11-16 15:41 R tpch arrow, parquet, memory_map=False, TPCH-12, scale_factor=0.01, R 0.325 s -0.136
2022-11-16 15:41 R tpch arrow, parquet, memory_map=False, TPCH-12, scale_factor=0.1, R 0.497 s -0.226
2022-11-16 15:38 R tpch arrow, parquet, memory_map=False, TPCH-11, scale_factor=0.01, R 0.328 s -0.131
2022-11-16 15:39 R tpch arrow, native, memory_map=False, TPCH-11, scale_factor=10, R 1.092 s -0.556
2022-11-16 15:42 R tpch arrow, native, memory_map=False, TPCH-12, scale_factor=1, R 0.651 s -0.307
2022-11-16 15:49 R tpch arrow, native, memory_map=False, TPCH-13, scale_factor=0.1, R 0.400 s -0.363
2022-11-16 15:49 R tpch arrow, native, memory_map=False, TPCH-13, scale_factor=1, R 0.805 s -0.556
2022-11-16 15:52 R tpch arrow, parquet, memory_map=False, TPCH-14, scale_factor=0.1, R 0.486 s -0.342
2022-11-16 15:40 R tpch arrow, native, memory_map=False, TPCH-12, scale_factor=0.01, R 0.242 s 0.025
2022-11-16 15:48 R tpch arrow, native, memory_map=False, TPCH-13, scale_factor=0.01, R 0.221 s -0.184
2022-11-16 15:39 R tpch arrow, native, memory_map=False, TPCH-11, scale_factor=1, R 0.402 s -0.692
2022-11-16 15:51 R tpch arrow, native, memory_map=False, TPCH-13, scale_factor=10, R 4.653 s -0.080
2022-11-16 15:38 R tpch arrow, native, memory_map=False, TPCH-11, scale_factor=0.1, R 0.278 s -0.433
2022-11-16 15:49 R tpch arrow, parquet, memory_map=False, TPCH-13, scale_factor=0.1, R 0.535 s -0.068
2022-11-16 15:39 R tpch arrow, parquet, memory_map=False, TPCH-11, scale_factor=1, R 0.978 s -0.414
2022-11-16 15:48 R tpch arrow, parquet, memory_map=False, TPCH-12, scale_factor=10, R 35.278 s -0.930
2022-11-16 15:53 R tpch arrow, parquet, memory_map=False, TPCH-14, scale_factor=1, R 2.530 s -0.497
2022-11-16 15:50 R tpch arrow, parquet, memory_map=False, TPCH-13, scale_factor=1, R 1.268 s -0.244
2022-11-16 15:52 R tpch arrow, parquet, memory_map=False, TPCH-13, scale_factor=10, R 15.456 s -0.509
2022-11-16 15:52 R tpch arrow, parquet, memory_map=False, TPCH-14, scale_factor=0.01, R 0.334 s -0.235
2022-11-16 15:57 R tpch arrow, native, memory_map=False, TPCH-14, scale_factor=10, R 2.337 s -0.874
2022-11-16 15:59 R tpch arrow, native, memory_map=False, TPCH-15, scale_factor=0.1, R 0.250 s -0.752
2022-11-16 16:07 R tpch arrow, parquet, memory_map=False, TPCH-16, scale_factor=10, R 11.508 s -0.197
2022-11-16 16:05 R tpch arrow, parquet, memory_map=False, TPCH-16, scale_factor=1, R 0.893 s -0.457
2022-11-16 16:07 R tpch arrow, native, memory_map=False, TPCH-17, scale_factor=0.01, R 0.261 s -0.604
2022-11-16 16:08 R tpch arrow, parquet, memory_map=False, TPCH-17, scale_factor=0.1, R 0.491 s -0.198
2022-11-16 15:59 R tpch arrow, parquet, memory_map=False, TPCH-14, scale_factor=10, R 28.569 s 0.037
2022-11-16 15:59 R tpch arrow, parquet, memory_map=False, TPCH-15, scale_factor=0.01, R 0.318 s -0.338
2022-11-16 15:59 R tpch arrow, parquet, memory_map=False, TPCH-15, scale_factor=0.1, R 0.369 s -0.744
2022-11-16 16:00 R tpch arrow, native, memory_map=False, TPCH-15, scale_factor=1, R 0.295 s -0.313
2022-11-16 16:04 R tpch arrow, parquet, memory_map=False, TPCH-15, scale_factor=10, R 6.044 s 0.179
2022-11-16 16:08 R tpch arrow, native, memory_map=False, TPCH-17, scale_factor=1, R 0.320 s -0.361
2022-11-16 15:59 R tpch arrow, native, memory_map=False, TPCH-15, scale_factor=0.01, R 0.246 s -0.476
2022-11-16 16:00 R tpch arrow, parquet, memory_map=False, TPCH-15, scale_factor=1, R 0.823 s -0.461
2022-11-16 16:04 R tpch arrow, native, memory_map=False, TPCH-15, scale_factor=10, R 0.836 s -0.314
2022-11-16 16:05 R tpch arrow, parquet, memory_map=False, TPCH-16, scale_factor=0.01, R 0.310 s -0.256
2022-11-16 16:07 R tpch arrow, native, memory_map=False, TPCH-17, scale_factor=0.1, R 0.267 s -0.450
2022-11-16 16:05 R tpch arrow, native, memory_map=False, TPCH-16, scale_factor=0.1, R 0.267 s -0.292
2022-11-16 16:04 R tpch arrow, native, memory_map=False, TPCH-16, scale_factor=0.01, R 0.237 s -0.295
2022-11-16 16:05 R tpch arrow, native, memory_map=False, TPCH-16, scale_factor=1, R 0.393 s 0.047
2022-11-16 16:06 R tpch arrow, native, memory_map=False, TPCH-16, scale_factor=10, R 1.123 s -0.176
2022-11-16 16:08 R tpch arrow, parquet, memory_map=False, TPCH-17, scale_factor=1, R 2.692 s 0.721
2022-11-16 16:05 R tpch arrow, parquet, memory_map=False, TPCH-16, scale_factor=0.1, R 0.381 s -0.283
2022-11-16 16:14 R tpch arrow, native, memory_map=False, TPCH-18, scale_factor=0.01, R 0.236 s -0.447
2022-11-16 16:20 R tpch arrow, native, memory_map=False, TPCH-18, scale_factor=10, R 4.397 s 0.248
2022-11-16 16:07 R tpch arrow, parquet, memory_map=False, TPCH-17, scale_factor=0.01, R 0.344 s -0.460
2022-11-16 16:21 R tpch arrow, native, memory_map=False, TPCH-19, scale_factor=0.01, R 0.310 s -0.433
2022-11-16 16:23 R tpch arrow, parquet, memory_map=False, TPCH-19, scale_factor=1, R 3.042 s -0.235
2022-11-16 16:12 R tpch arrow, native, memory_map=False, TPCH-17, scale_factor=10, R 0.916 s -0.070
2022-11-16 16:15 R tpch arrow, native, memory_map=False, TPCH-18, scale_factor=0.1, R 0.257 s -0.329
2022-11-16 16:14 R tpch arrow, parquet, memory_map=False, TPCH-17, scale_factor=10, R 31.434 s -0.704
2022-11-16 16:29 R tpch arrow, parquet, memory_map=False, TPCH-20, scale_factor=0.1, R 0.533 s -0.292
2022-11-16 16:29 R tpch arrow, native, memory_map=False, TPCH-20, scale_factor=0.01, R 0.309 s -0.499
2022-11-16 16:15 R tpch arrow, parquet, memory_map=False, TPCH-18, scale_factor=1, R 0.781 s -1.489
2022-11-16 16:21 R tpch arrow, parquet, memory_map=False, TPCH-19, scale_factor=0.01, R 0.401 s -0.726
2022-11-16 16:14 R tpch arrow, parquet, memory_map=False, TPCH-18, scale_factor=0.01, R 0.311 s -0.184
2022-11-16 16:15 R tpch arrow, parquet, memory_map=False, TPCH-18, scale_factor=0.1, R 0.348 s -0.146
2022-11-16 16:21 R tpch arrow, native, memory_map=False, TPCH-19, scale_factor=0.1, R 0.495 s -0.098
2022-11-16 16:22 R tpch arrow, parquet, memory_map=False, TPCH-19, scale_factor=0.1, R 0.613 s -1.042
2022-11-16 16:28 R tpch arrow, parquet, memory_map=False, TPCH-19, scale_factor=10, R 30.670 s -0.123
2022-11-16 16:29 R tpch arrow, parquet, memory_map=False, TPCH-20, scale_factor=0.01, R 0.409 s -0.619
2022-11-16 16:30 R tpch arrow, parquet, memory_map=False, TPCH-20, scale_factor=1, R 3.359 s -1.008
2022-11-16 16:45 R tpch arrow, native, memory_map=False, TPCH-21, scale_factor=10, R 38.851 s -0.491
2022-11-16 16:49 R tpch arrow, parquet, memory_map=False, TPCH-22, scale_factor=1, R 0.724 s -0.287
2022-11-16 16:22 R tpch arrow, native, memory_map=False, TPCH-19, scale_factor=1, R 1.158 s -0.122
2022-11-16 16:38 R tpch arrow, parquet, memory_map=False, TPCH-21, scale_factor=1, R 5.050 s -0.783
2022-11-16 16:15 R tpch arrow, native, memory_map=False, TPCH-18, scale_factor=1, R 0.518 s -0.758
2022-11-16 16:30 R tpch arrow, native, memory_map=False, TPCH-20, scale_factor=1, R 0.360 s -0.387
2022-11-16 16:38 R tpch arrow, native, memory_map=False, TPCH-21, scale_factor=1, R 3.597 s -0.621
2022-11-16 16:21 R tpch arrow, parquet, memory_map=False, TPCH-18, scale_factor=10, R 13.172 s -0.731
2022-11-16 16:36 R tpch arrow, parquet, memory_map=False, TPCH-20, scale_factor=10, R 36.644 s -0.913
2022-11-16 16:37 R tpch arrow, parquet, memory_map=False, TPCH-21, scale_factor=0.01, R 0.539 s -0.810
2022-11-16 16:37 R tpch arrow, native, memory_map=False, TPCH-21, scale_factor=0.1, R 0.828 s -0.394
2022-11-16 16:29 R tpch arrow, native, memory_map=False, TPCH-20, scale_factor=0.1, R 0.310 s -0.252
2022-11-16 16:27 R tpch arrow, native, memory_map=False, TPCH-19, scale_factor=10, R 8.593 s -0.164
2022-11-16 16:37 R tpch arrow, parquet, memory_map=False, TPCH-21, scale_factor=0.1, R 0.964 s -0.632
2022-11-16 16:51 R tpch arrow, parquet, memory_map=False, TPCH-22, scale_factor=10, R 11.091 s -0.344
2022-11-16 16:50 R tpch arrow, native, memory_map=False, TPCH-22, scale_factor=10, R 0.393 s -0.087
2022-11-16 16:34 R tpch arrow, native, memory_map=False, TPCH-20, scale_factor=10, R 0.905 s 0.226
2022-11-16 16:36 R tpch arrow, native, memory_map=False, TPCH-21, scale_factor=0.01, R 0.440 s -0.415
2022-11-16 16:49 R tpch arrow, parquet, memory_map=False, TPCH-22, scale_factor=0.1, R 0.345 s -0.086
2022-11-16 16:48 R tpch arrow, native, memory_map=False, TPCH-22, scale_factor=0.01, R 0.231 s 0.062
2022-11-16 16:48 R tpch arrow, native, memory_map=False, TPCH-22, scale_factor=0.1, R 0.238 s -0.121
2022-11-16 16:48 R tpch arrow, parquet, memory_map=False, TPCH-21, scale_factor=10, R 52.517 s 0.739
2022-11-16 16:49 R tpch arrow, native, memory_map=False, TPCH-22, scale_factor=1, R 0.267 s -0.137
2022-11-16 16:48 R tpch arrow, parquet, memory_map=False, TPCH-22, scale_factor=0.01, R 0.304 s 0.022