Benchmarks
Date Lang Batch Benchmark Mean Z-Score Error
2023-01-23 22:49 R tpch arrow, native, memory_map=False, TPCH-01, scale_factor=0.01, R 0.226 s 0.838
2023-01-23 23:01 R tpch arrow, parquet, memory_map=False, TPCH-01, scale_factor=10, R 5.448 s 0.915
2023-01-23 22:49 R tpch arrow, parquet, memory_map=False, TPCH-01, scale_factor=0.01, R 0.281 s 1.455
2023-01-23 22:49 R tpch arrow, parquet, memory_map=False, TPCH-01, scale_factor=0.1, R 0.332 s 1.937
2023-01-23 22:49 R tpch arrow, native, memory_map=False, TPCH-01, scale_factor=0.1, R 0.232 s 0.953
2023-01-23 22:50 R tpch arrow, native, memory_map=False, TPCH-01, scale_factor=1, R 0.336 s 0.776
2023-01-23 22:51 R tpch arrow, parquet, memory_map=False, TPCH-01, scale_factor=1, R 0.752 s 1.638
2023-01-23 23:01 R tpch arrow, native, memory_map=False, TPCH-02, scale_factor=0.1, R 0.339 s -0.403
2023-01-23 22:59 R tpch arrow, native, memory_map=False, TPCH-01, scale_factor=10, R 1.395 s -0.382
2023-01-23 23:02 R tpch arrow, native, memory_map=False, TPCH-02, scale_factor=1, R 0.415 s -0.336
2023-01-23 23:03 R tpch arrow, native, memory_map=False, TPCH-02, scale_factor=10, R 0.932 s -0.333
2023-01-23 23:01 R tpch arrow, native, memory_map=False, TPCH-02, scale_factor=0.01, R 0.328 s -0.222
2023-01-23 23:01 R tpch arrow, parquet, memory_map=False, TPCH-02, scale_factor=0.1, R 0.406 s 0.777
2023-01-23 23:02 R tpch arrow, parquet, memory_map=False, TPCH-02, scale_factor=1, R 0.528 s 0.844
2023-01-23 23:01 R tpch arrow, parquet, memory_map=False, TPCH-02, scale_factor=0.01, R 0.389 s 0.842
2023-01-23 23:04 R tpch arrow, native, memory_map=False, TPCH-03, scale_factor=0.1, R 0.273 s 0.495
2023-01-23 23:11 R tpch arrow, native, memory_map=False, TPCH-04, scale_factor=0.1, R 0.246 s 0.131
2023-01-23 23:10 R tpch arrow, native, memory_map=False, TPCH-04, scale_factor=0.01, R 0.237 s 0.048
2023-01-23 23:16 R tpch arrow, parquet, memory_map=False, TPCH-04, scale_factor=10, R 3.559 s 0.319
2023-01-23 23:23 R tpch arrow, native, memory_map=False, TPCH-06, scale_factor=0.01, R 0.197 s 0.028
2023-01-23 23:03 R tpch arrow, native, memory_map=False, TPCH-03, scale_factor=0.01, R 0.265 s 0.436
2023-01-23 23:04 R tpch arrow, parquet, memory_map=False, TPCH-03, scale_factor=0.1, R 0.357 s 1.371
2023-01-23 23:09 R tpch arrow, native, memory_map=False, TPCH-03, scale_factor=10, R 1.277 s 0.552
2023-01-23 23:04 R tpch arrow, parquet, memory_map=False, TPCH-03, scale_factor=0.01, R 0.317 s 1.055
2023-01-23 23:10 R tpch arrow, parquet, memory_map=False, TPCH-03, scale_factor=10, R 7.287 s 1.080
2023-01-23 23:18 R tpch arrow, parquet, memory_map=False, TPCH-05, scale_factor=1, R 0.830 s 0.649
2023-01-23 23:03 R tpch arrow, parquet, memory_map=False, TPCH-02, scale_factor=10, R 1.434 s 0.348
2023-01-23 23:11 R tpch arrow, parquet, memory_map=False, TPCH-04, scale_factor=1, R 0.433 s 1.109
2023-01-23 23:05 R tpch arrow, parquet, memory_map=False, TPCH-03, scale_factor=1, R 0.744 s 1.487
2023-01-23 23:11 R tpch arrow, parquet, memory_map=False, TPCH-04, scale_factor=0.1, R 0.299 s 1.150
2023-01-23 23:05 R tpch arrow, native, memory_map=False, TPCH-03, scale_factor=1, R 0.369 s 0.665
2023-01-23 23:17 R tpch arrow, native, memory_map=False, TPCH-05, scale_factor=1, R 0.390 s -0.035
2023-01-23 23:24 R tpch arrow, parquet, memory_map=False, TPCH-06, scale_factor=1, R 0.680 s 1.068
2023-01-23 23:10 R tpch arrow, parquet, memory_map=False, TPCH-04, scale_factor=0.01, R 0.284 s 1.168
2023-01-23 23:16 R tpch arrow, parquet, memory_map=False, TPCH-05, scale_factor=0.01, R 0.377 s 0.624
2023-01-23 23:24 R tpch arrow, native, memory_map=False, TPCH-06, scale_factor=1, R 0.225 s 0.151
2023-01-23 23:11 R tpch arrow, native, memory_map=False, TPCH-04, scale_factor=1, R 0.339 s 0.329
2023-01-23 23:23 R tpch arrow, parquet, memory_map=False, TPCH-06, scale_factor=0.1, R 0.295 s 1.130
2023-01-23 23:22 R tpch arrow, parquet, memory_map=False, TPCH-05, scale_factor=10, R 8.058 s 0.454
2023-01-23 23:23 R tpch arrow, parquet, memory_map=False, TPCH-06, scale_factor=0.01, R 0.253 s 1.223
2023-01-23 23:17 R tpch arrow, parquet, memory_map=False, TPCH-05, scale_factor=0.1, R 0.422 s 0.767
2023-01-23 23:22 R tpch arrow, native, memory_map=False, TPCH-05, scale_factor=10, R 0.915 s -0.222
2023-01-23 23:23 R tpch arrow, native, memory_map=False, TPCH-06, scale_factor=0.1, R 0.197 s 0.042
2023-01-23 23:16 R tpch arrow, native, memory_map=False, TPCH-04, scale_factor=10, R 1.260 s 0.213
2023-01-23 23:16 R tpch arrow, native, memory_map=False, TPCH-05, scale_factor=0.01, R 0.304 s -0.072
2023-01-23 23:17 R tpch arrow, native, memory_map=False, TPCH-05, scale_factor=0.1, R 0.312 s -0.051
2023-01-23 23:27 R tpch arrow, native, memory_map=False, TPCH-06, scale_factor=10, R 0.519 s -1.004
2023-01-23 23:28 R tpch arrow, parquet, memory_map=False, TPCH-07, scale_factor=0.01, R 0.409 s 0.383
2023-01-23 23:28 R tpch arrow, parquet, memory_map=False, TPCH-06, scale_factor=10, R 5.002 s 0.091
2023-01-23 23:28 R tpch arrow, native, memory_map=False, TPCH-07, scale_factor=0.01, R 0.340 s -0.455
2023-01-23 23:29 R tpch arrow, parquet, memory_map=False, TPCH-07, scale_factor=1, R 0.859 s 0.685
2023-01-23 23:28 R tpch arrow, native, memory_map=False, TPCH-07, scale_factor=0.1, R 0.345 s -0.383
2023-01-23 23:29 R tpch arrow, native, memory_map=False, TPCH-07, scale_factor=1, R 0.428 s -0.446
2023-01-23 23:28 R tpch arrow, parquet, memory_map=False, TPCH-07, scale_factor=0.1, R 0.456 s 0.213
2023-01-23 23:34 R tpch arrow, parquet, memory_map=False, TPCH-07, scale_factor=10, R 8.601 s -0.208
2023-01-23 23:34 R tpch arrow, parquet, memory_map=False, TPCH-08, scale_factor=0.01, R 0.471 s 0.372
2023-01-23 23:35 R tpch arrow, native, memory_map=False, TPCH-08, scale_factor=0.1, R 0.401 s -0.661
2023-01-23 23:34 R tpch arrow, native, memory_map=False, TPCH-07, scale_factor=10, R 1.093 s -0.403
2023-01-23 23:34 R tpch arrow, native, memory_map=False, TPCH-08, scale_factor=0.01, R 0.392 s -0.574
2023-01-23 23:35 R tpch arrow, native, memory_map=False, TPCH-08, scale_factor=1, R 0.443 s -0.592
2023-01-23 23:35 R tpch arrow, parquet, memory_map=False, TPCH-08, scale_factor=0.1, R 0.518 s 0.294
2023-01-23 23:36 R tpch arrow, parquet, memory_map=False, TPCH-08, scale_factor=1, R 0.913 s 0.655
2023-01-23 23:40 R tpch arrow, native, memory_map=False, TPCH-08, scale_factor=10, R 0.844 s -1.848
2023-01-23 23:41 R tpch arrow, parquet, memory_map=False, TPCH-08, scale_factor=10, R 10.151 s -2.147
2023-01-23 23:41 R tpch arrow, native, memory_map=False, TPCH-09, scale_factor=0.01, R 0.315 s 0.388
2023-01-23 23:41 R tpch arrow, parquet, memory_map=False, TPCH-09, scale_factor=0.01, R 0.388 s 0.851
2023-01-23 23:41 R tpch arrow, native, memory_map=False, TPCH-09, scale_factor=0.1, R 0.347 s 0.250
2023-01-23 23:41 R tpch arrow, parquet, memory_map=False, TPCH-09, scale_factor=0.1, R 0.447 s 0.907
2023-01-23 23:42 R tpch arrow, native, memory_map=False, TPCH-09, scale_factor=1, R 0.533 s -0.228
2023-01-23 23:42 R tpch arrow, parquet, memory_map=False, TPCH-09, scale_factor=1, R 0.989 s 0.688
2023-01-23 23:47 R tpch arrow, native, memory_map=False, TPCH-09, scale_factor=10, R 1.420 s -1.773
2023-01-23 23:48 R tpch arrow, parquet, memory_map=False, TPCH-09, scale_factor=10, R 11.428 s 1.002
2023-01-23 23:48 R tpch arrow, parquet, memory_map=False, TPCH-10, scale_factor=0.01, R 0.359 s 0.860
2023-01-23 23:48 R tpch arrow, native, memory_map=False, TPCH-10, scale_factor=0.1, R 0.309 s -0.323
2023-01-23 23:48 R tpch arrow, native, memory_map=False, TPCH-10, scale_factor=0.01, R 0.298 s 0.114
2023-01-23 23:49 R tpch arrow, parquet, memory_map=False, TPCH-10, scale_factor=0.1, R 0.418 s 0.238
2023-01-23 23:49 R tpch arrow, native, memory_map=False, TPCH-10, scale_factor=1, R 0.395 s -0.306
2023-01-23 23:49 R tpch arrow, parquet, memory_map=False, TPCH-10, scale_factor=1, R 0.830 s 1.003
2023-01-23 23:54 R tpch arrow, native, memory_map=False, TPCH-10, scale_factor=10, R 1.171 s -0.707
2023-01-23 23:54 R tpch arrow, parquet, memory_map=False, TPCH-10, scale_factor=10, R 9.051 s 0.532
2023-01-23 23:55 R tpch arrow, native, memory_map=False, TPCH-11, scale_factor=0.01, R 0.253 s 0.043
2023-01-23 23:55 R tpch arrow, parquet, memory_map=False, TPCH-11, scale_factor=0.01, R 0.320 s 0.904
2023-01-23 23:55 R tpch arrow, native, memory_map=False, TPCH-11, scale_factor=0.1, R 0.277 s 0.367
2023-01-23 23:55 R tpch arrow, parquet, memory_map=False, TPCH-11, scale_factor=0.1, R 0.396 s 0.769
2023-01-23 23:55 R tpch arrow, native, memory_map=False, TPCH-11, scale_factor=1, R 0.408 s -0.999
2023-01-23 23:55 R tpch arrow, parquet, memory_map=False, TPCH-11, scale_factor=1, R 0.958 s 0.184
2023-01-23 23:56 R tpch arrow, native, memory_map=False, TPCH-11, scale_factor=10, R 1.087 s -0.250
2023-01-23 23:57 R tpch arrow, parquet, memory_map=False, TPCH-11, scale_factor=10, R 10.781 s -0.340
2023-01-23 23:57 R tpch arrow, native, memory_map=False, TPCH-12, scale_factor=0.01, R 0.246 s 0.211
2023-01-23 23:57 R tpch arrow, parquet, memory_map=False, TPCH-12, scale_factor=0.01, R 0.315 s 0.963
2023-01-23 23:57 R tpch arrow, native, memory_map=False, TPCH-12, scale_factor=0.1, R 0.374 s 0.047
2023-01-23 23:58 R tpch arrow, parquet, memory_map=False, TPCH-12, scale_factor=0.1, R 0.488 s 0.691
2023-01-23 23:58 R tpch arrow, native, memory_map=False, TPCH-12, scale_factor=1, R 0.673 s -0.418
2023-01-23 23:58 R tpch arrow, parquet, memory_map=False, TPCH-12, scale_factor=1, R 3.118 s -0.516
2023-01-24 00:03 R tpch arrow, native, memory_map=False, TPCH-12, scale_factor=10, R 3.759 s -0.663
2023-01-24 00:05 R tpch arrow, parquet, memory_map=False, TPCH-12, scale_factor=10, R 35.566 s -0.840
2023-01-24 00:06 R tpch arrow, native, memory_map=False, TPCH-13, scale_factor=1, R 0.817 s 0.213
2023-01-24 00:06 R tpch arrow, parquet, memory_map=False, TPCH-13, scale_factor=1, R 1.270 s 0.675
2023-01-24 00:05 R tpch arrow, native, memory_map=False, TPCH-13, scale_factor=0.01, R 0.224 s -0.195
2023-01-24 00:05 R tpch arrow, native, memory_map=False, TPCH-13, scale_factor=0.1, R 0.396 s 0.436
2023-01-24 00:05 R tpch arrow, parquet, memory_map=False, TPCH-13, scale_factor=0.01, R 0.294 s 0.804
2023-01-24 00:06 R tpch arrow, parquet, memory_map=False, TPCH-13, scale_factor=0.1, R 0.539 s 0.406
2023-01-24 00:07 R tpch arrow, native, memory_map=False, TPCH-13, scale_factor=10, R 4.793 s -0.357
2023-01-24 00:08 R tpch arrow, native, memory_map=False, TPCH-14, scale_factor=0.01, R 0.264 s -0.624
2023-01-24 00:08 R tpch arrow, parquet, memory_map=False, TPCH-14, scale_factor=0.01, R 0.332 s 0.989
2023-01-24 00:08 R tpch arrow, parquet, memory_map=False, TPCH-13, scale_factor=10, R 15.650 s -0.633
2023-01-24 00:16 R tpch arrow, parquet, memory_map=False, TPCH-15, scale_factor=0.1, R 0.355 s 0.891
2023-01-24 00:20 R tpch arrow, parquet, memory_map=False, TPCH-15, scale_factor=10, R 6.025 s 0.301
2023-01-24 00:30 R tpch arrow, native, memory_map=False, TPCH-18, scale_factor=0.01, R 0.233 s 0.362
2023-01-24 00:10 R tpch arrow, parquet, memory_map=False, TPCH-14, scale_factor=1, R 2.534 s 0.401
2023-01-24 00:15 R tpch arrow, native, memory_map=False, TPCH-15, scale_factor=0.1, R 0.254 s 0.019
2023-01-24 00:21 R tpch arrow, native, memory_map=False, TPCH-16, scale_factor=0.1, R 0.266 s -0.060
2023-01-24 00:09 R tpch arrow, native, memory_map=False, TPCH-14, scale_factor=0.1, R 0.295 s -0.367
2023-01-24 00:09 R tpch arrow, parquet, memory_map=False, TPCH-14, scale_factor=0.1, R 0.463 s 1.324
2023-01-24 00:09 R tpch arrow, native, memory_map=False, TPCH-14, scale_factor=1, R 0.570 s -0.257
2023-01-24 00:15 R tpch arrow, parquet, memory_map=False, TPCH-14, scale_factor=10, R 29.136 s -2.464
2023-01-24 00:21 R tpch arrow, parquet, memory_map=False, TPCH-16, scale_factor=0.1, R 0.366 s 0.975
2023-01-24 00:21 R tpch arrow, parquet, memory_map=False, TPCH-16, scale_factor=1, R 0.825 s 1.343
2023-01-24 00:20 R tpch arrow, native, memory_map=False, TPCH-15, scale_factor=10, R 0.836 s 2.635
2023-01-24 00:13 R tpch arrow, native, memory_map=False, TPCH-14, scale_factor=10, R 2.387 s -0.176
2023-01-24 00:15 R tpch arrow, native, memory_map=False, TPCH-15, scale_factor=0.01, R 0.254 s -0.530
2023-01-24 00:16 R tpch arrow, native, memory_map=False, TPCH-15, scale_factor=1, R 0.302 s 0.163
2023-01-24 00:20 R tpch arrow, native, memory_map=False, TPCH-16, scale_factor=0.01, R 0.237 s -0.182
2023-01-24 00:21 R tpch arrow, native, memory_map=False, TPCH-16, scale_factor=1, R 0.392 s -0.090
2023-01-24 00:23 R tpch arrow, parquet, memory_map=False, TPCH-17, scale_factor=0.01, R 0.336 s 0.613
2023-01-24 00:37 R tpch arrow, parquet, memory_map=False, TPCH-19, scale_factor=0.01, R 0.396 s 0.538
2023-01-24 00:16 R tpch arrow, parquet, memory_map=False, TPCH-15, scale_factor=1, R 0.788 s 0.770
2023-01-24 00:21 R tpch arrow, parquet, memory_map=False, TPCH-16, scale_factor=0.01, R 0.295 s 1.043
2023-01-24 00:31 R tpch arrow, native, memory_map=False, TPCH-18, scale_factor=1, R 0.516 s 0.191
2023-01-24 00:15 R tpch arrow, parquet, memory_map=False, TPCH-15, scale_factor=0.01, R 0.311 s 0.873
2023-01-24 00:23 R tpch arrow, native, memory_map=False, TPCH-17, scale_factor=0.01, R 0.264 s -0.397
2023-01-24 00:24 R tpch arrow, parquet, memory_map=False, TPCH-17, scale_factor=1, R 2.691 s 0.983
2023-01-24 00:37 R tpch arrow, parquet, memory_map=False, TPCH-18, scale_factor=10, R 13.271 s -0.003
2023-01-24 00:30 R tpch arrow, parquet, memory_map=False, TPCH-18, scale_factor=0.1, R 0.335 s 0.703
2023-01-24 00:22 R tpch arrow, native, memory_map=False, TPCH-16, scale_factor=10, R 1.120 s -0.313
2023-01-24 00:23 R tpch arrow, parquet, memory_map=False, TPCH-16, scale_factor=10, R 11.518 s 0.097
2023-01-24 00:24 R tpch arrow, parquet, memory_map=False, TPCH-17, scale_factor=0.1, R 0.503 s -0.142
2023-01-24 00:24 R tpch arrow, native, memory_map=False, TPCH-17, scale_factor=1, R 0.325 s -0.123
2023-01-24 00:30 R tpch arrow, parquet, memory_map=False, TPCH-17, scale_factor=10, R 31.328 s 0.485
2023-01-24 00:36 R tpch arrow, native, memory_map=False, TPCH-18, scale_factor=10, R 4.422 s 2.775
2023-01-24 00:23 R tpch arrow, native, memory_map=False, TPCH-17, scale_factor=0.1, R 0.277 s -0.810
2023-01-24 00:30 R tpch arrow, native, memory_map=False, TPCH-18, scale_factor=0.1, R 0.254 s 0.225
2023-01-24 00:37 R tpch arrow, parquet, memory_map=False, TPCH-19, scale_factor=0.1, R 0.587 s 0.945
2023-01-24 00:28 R tpch arrow, native, memory_map=False, TPCH-17, scale_factor=10, R 0.928 s -0.320
2023-01-24 00:30 R tpch arrow, parquet, memory_map=False, TPCH-18, scale_factor=0.01, R 0.298 s 1.004
2023-01-24 00:31 R tpch arrow, parquet, memory_map=False, TPCH-18, scale_factor=1, R 0.745 s 0.884
2023-01-24 00:37 R tpch arrow, native, memory_map=False, TPCH-19, scale_factor=0.1, R 0.515 s -0.410
2023-01-24 00:38 R tpch arrow, parquet, memory_map=False, TPCH-19, scale_factor=1, R 3.060 s 0.219
2023-01-24 00:37 R tpch arrow, native, memory_map=False, TPCH-19, scale_factor=0.01, R 0.325 s -0.745
2023-01-24 00:38 R tpch arrow, native, memory_map=False, TPCH-19, scale_factor=1, R 1.182 s 0.040
2023-01-24 00:42 R tpch arrow, native, memory_map=False, TPCH-19, scale_factor=10, R 8.775 s 0.232
2023-01-24 00:44 R tpch arrow, native, memory_map=False, TPCH-20, scale_factor=0.01, R 0.312 s -0.676
2023-01-24 00:44 R tpch arrow, parquet, memory_map=False, TPCH-19, scale_factor=10, R 30.944 s -0.216
2023-01-24 00:44 R tpch arrow, native, memory_map=False, TPCH-20, scale_factor=0.1, R 0.314 s -0.577
2023-01-24 00:45 R tpch arrow, native, memory_map=False, TPCH-20, scale_factor=1, R 0.364 s -0.598
2023-01-24 00:44 R tpch arrow, parquet, memory_map=False, TPCH-20, scale_factor=0.01, R 0.398 s 0.327
2023-01-24 00:45 R tpch arrow, parquet, memory_map=False, TPCH-20, scale_factor=0.1, R 0.513 s 0.866
2023-01-24 00:46 R tpch arrow, parquet, memory_map=False, TPCH-20, scale_factor=1, R 3.342 s 0.609
2023-01-24 00:50 R tpch arrow, native, memory_map=False, TPCH-20, scale_factor=10, R 0.923 s -0.772
2023-01-24 00:52 R tpch arrow, parquet, memory_map=False, TPCH-20, scale_factor=10, R 36.868 s -0.876
2023-01-24 00:52 R tpch arrow, parquet, memory_map=False, TPCH-21, scale_factor=0.01, R 0.542 s 0.186
2023-01-24 00:52 R tpch arrow, native, memory_map=False, TPCH-21, scale_factor=0.01, R 0.469 s -0.846
2023-01-24 00:52 R tpch arrow, native, memory_map=False, TPCH-21, scale_factor=0.1, R 0.845 s 0.026
2023-01-24 00:52 R tpch arrow, parquet, memory_map=False, TPCH-21, scale_factor=0.1, R 0.973 s -0.065
2023-01-24 00:54 R tpch arrow, parquet, memory_map=False, TPCH-21, scale_factor=1, R 5.045 s -0.174
2023-01-24 00:53 R tpch arrow, native, memory_map=False, TPCH-21, scale_factor=1, R 3.646 s 0.233
2023-01-24 01:04 R tpch arrow, native, memory_map=False, TPCH-22, scale_factor=0.1, R 0.240 s 0.361
2023-01-24 01:03 R tpch arrow, native, memory_map=False, TPCH-22, scale_factor=0.01, R 0.236 s 0.059
2023-01-24 01:00 R tpch arrow, native, memory_map=False, TPCH-21, scale_factor=10, R 39.309 s 1.877
2023-01-24 01:04 R tpch arrow, parquet, memory_map=False, TPCH-22, scale_factor=0.01, R 0.296 s 0.999
2023-01-24 01:04 R tpch arrow, parquet, memory_map=False, TPCH-22, scale_factor=0.1, R 0.334 s 1.085
2023-01-24 01:04 R tpch arrow, parquet, memory_map=False, TPCH-22, scale_factor=1, R 0.679 s 1.172
2023-01-24 01:05 R tpch arrow, native, memory_map=False, TPCH-22, scale_factor=10, R 0.393 s 0.749
2023-01-24 01:03 R tpch arrow, parquet, memory_map=False, TPCH-21, scale_factor=10, R 54.358 s 1.664
2023-01-24 01:04 R tpch arrow, native, memory_map=False, TPCH-22, scale_factor=1, R 0.273 s -0.058
2023-01-24 01:06 R tpch arrow, parquet, memory_map=False, TPCH-22, scale_factor=10, R 11.106 s 0.195