Benchmarks
Date Lang Batch Benchmark Mean Z-Score Error
2023-01-17 06:23 R tpch arrow, parquet, memory_map=False, TPCH-01, scale_factor=1, R 0.832 s -0.588
2023-01-17 06:22 R tpch arrow, native, memory_map=False, TPCH-01, scale_factor=0.01, R 0.240 s -0.697
2023-01-17 06:23 R tpch arrow, native, memory_map=False, TPCH-01, scale_factor=1, R 0.348 s -0.435
2023-01-17 06:26 R tpch arrow, native, memory_map=False, TPCH-01, scale_factor=10, R 1.350 s 1.749
2023-01-17 06:30 R tpch arrow, parquet, memory_map=False, TPCH-03, scale_factor=0.1, R 0.382 s -0.423
2023-01-17 06:22 R tpch arrow, parquet, memory_map=False, TPCH-01, scale_factor=0.01, R 0.317 s -1.089
2023-01-17 06:22 R tpch arrow, native, memory_map=False, TPCH-01, scale_factor=0.1, R 0.247 s -0.655
2023-01-17 06:22 R tpch arrow, parquet, memory_map=False, TPCH-01, scale_factor=0.1, R 0.378 s -0.791
2023-01-17 06:27 R tpch arrow, native, memory_map=False, TPCH-02, scale_factor=0.01, R 0.319 s 0.475
2023-01-17 06:27 R tpch arrow, parquet, memory_map=False, TPCH-02, scale_factor=0.01, R 0.401 s -0.100
2023-01-17 06:29 R tpch arrow, native, memory_map=False, TPCH-03, scale_factor=0.01, R 0.267 s 0.112
2023-01-17 06:27 R tpch arrow, parquet, memory_map=False, TPCH-01, scale_factor=10, R 5.963 s -1.308
2023-01-17 06:28 R tpch arrow, parquet, memory_map=False, TPCH-02, scale_factor=0.1, R 0.418 s -0.251
2023-01-17 06:29 R tpch arrow, parquet, memory_map=False, TPCH-02, scale_factor=10, R 1.480 s -1.250
2023-01-17 06:30 R tpch arrow, parquet, memory_map=False, TPCH-03, scale_factor=0.01, R 0.337 s -0.390
2023-01-17 06:30 R tpch arrow, native, memory_map=False, TPCH-03, scale_factor=0.1, R 0.275 s 0.116
2023-01-17 06:36 R tpch arrow, parquet, memory_map=False, TPCH-03, scale_factor=10, R 7.711 s -0.827
2023-01-17 06:28 R tpch arrow, native, memory_map=False, TPCH-02, scale_factor=1, R 0.405 s 0.401
2023-01-17 06:28 R tpch arrow, parquet, memory_map=False, TPCH-02, scale_factor=1, R 0.541 s -0.148
2023-01-17 06:36 R tpch arrow, native, memory_map=False, TPCH-04, scale_factor=0.01, R 0.232 s 0.639
2023-01-17 06:29 R tpch arrow, native, memory_map=False, TPCH-02, scale_factor=10, R 0.923 s -0.394
2023-01-17 06:35 R tpch arrow, native, memory_map=False, TPCH-03, scale_factor=10, R 1.271 s 0.722
2023-01-17 06:37 R tpch arrow, native, memory_map=False, TPCH-04, scale_factor=1, R 0.339 s 0.394
2023-01-17 06:28 R tpch arrow, native, memory_map=False, TPCH-02, scale_factor=0.1, R 0.330 s 0.395
2023-01-17 06:31 R tpch arrow, parquet, memory_map=False, TPCH-03, scale_factor=1, R 0.787 s -0.107
2023-01-17 06:31 R tpch arrow, native, memory_map=False, TPCH-03, scale_factor=1, R 0.373 s 0.080
2023-01-17 06:36 R tpch arrow, parquet, memory_map=False, TPCH-04, scale_factor=0.1, R 0.313 s 0.211
2023-01-17 06:37 R tpch arrow, parquet, memory_map=False, TPCH-04, scale_factor=1, R 0.459 s -0.105
2023-01-17 06:36 R tpch arrow, parquet, memory_map=False, TPCH-04, scale_factor=0.01, R 0.294 s 0.502
2023-01-17 06:36 R tpch arrow, native, memory_map=False, TPCH-04, scale_factor=0.1, R 0.242 s 0.557
2023-01-17 06:41 R tpch arrow, native, memory_map=False, TPCH-04, scale_factor=10, R 1.247 s 0.802
2023-01-17 06:42 R tpch arrow, parquet, memory_map=False, TPCH-04, scale_factor=10, R 3.567 s 0.098
2023-01-17 06:43 R tpch arrow, parquet, memory_map=False, TPCH-05, scale_factor=0.1, R 0.429 s 0.337
2023-01-17 06:42 R tpch arrow, parquet, memory_map=False, TPCH-05, scale_factor=0.01, R 0.382 s 0.243
2023-01-17 06:42 R tpch arrow, native, memory_map=False, TPCH-05, scale_factor=0.01, R 0.297 s 0.583
2023-01-17 06:42 R tpch arrow, native, memory_map=False, TPCH-05, scale_factor=0.1, R 0.305 s 0.704
2023-01-17 06:43 R tpch arrow, native, memory_map=False, TPCH-05, scale_factor=1, R 0.379 s 0.804
2023-01-17 06:43 R tpch arrow, parquet, memory_map=False, TPCH-05, scale_factor=1, R 0.844 s 0.247
2023-01-17 06:48 R tpch arrow, native, memory_map=False, TPCH-05, scale_factor=10, R 0.910 s -0.246
2023-01-17 06:48 R tpch arrow, parquet, memory_map=False, TPCH-05, scale_factor=10, R 8.077 s -0.498
2023-01-17 06:49 R tpch arrow, native, memory_map=False, TPCH-06, scale_factor=0.01, R 0.196 s -0.018
2023-01-17 06:49 R tpch arrow, native, memory_map=False, TPCH-06, scale_factor=0.1, R 0.196 s -0.003
2023-01-17 06:49 R tpch arrow, parquet, memory_map=False, TPCH-06, scale_factor=0.01, R 0.267 s -0.214
2023-01-17 06:49 R tpch arrow, parquet, memory_map=False, TPCH-06, scale_factor=0.1, R 0.311 s -0.379
2023-01-17 06:50 R tpch arrow, native, memory_map=False, TPCH-06, scale_factor=1, R 0.225 s 0.027
2023-01-17 06:50 R tpch arrow, parquet, memory_map=False, TPCH-06, scale_factor=1, R 0.702 s 0.074
2023-01-17 06:53 R tpch arrow, native, memory_map=False, TPCH-06, scale_factor=10, R 0.506 s 0.196
2023-01-17 06:54 R tpch arrow, parquet, memory_map=False, TPCH-06, scale_factor=10, R 5.003 s -0.085
2023-01-17 06:55 R tpch arrow, parquet, memory_map=False, TPCH-07, scale_factor=0.1, R 0.453 s 0.511
2023-01-17 06:54 R tpch arrow, native, memory_map=False, TPCH-07, scale_factor=0.01, R 0.329 s 0.750
2023-01-17 06:54 R tpch arrow, parquet, memory_map=False, TPCH-07, scale_factor=0.01, R 0.410 s 0.382
2023-01-17 06:54 R tpch arrow, native, memory_map=False, TPCH-07, scale_factor=0.1, R 0.336 s 0.656
2023-01-17 06:55 R tpch arrow, parquet, memory_map=False, TPCH-07, scale_factor=1, R 0.869 s 0.323
2023-01-17 06:55 R tpch arrow, native, memory_map=False, TPCH-07, scale_factor=1, R 0.416 s 0.705
2023-01-17 07:00 R tpch arrow, native, memory_map=False, TPCH-07, scale_factor=10, R 1.071 s 0.863
2023-01-17 07:00 R tpch arrow, parquet, memory_map=False, TPCH-07, scale_factor=10, R 8.597 s -0.390
2023-01-17 07:01 R tpch arrow, native, memory_map=False, TPCH-08, scale_factor=0.01, R 0.377 s 0.350
2023-01-17 07:01 R tpch arrow, native, memory_map=False, TPCH-08, scale_factor=0.1, R 0.385 s 0.377
2023-01-17 07:01 R tpch arrow, parquet, memory_map=False, TPCH-08, scale_factor=0.01, R 0.472 s 0.202
2023-01-17 07:01 R tpch arrow, parquet, memory_map=False, TPCH-08, scale_factor=0.1, R 0.517 s 0.189
2023-01-17 07:02 R tpch arrow, native, memory_map=False, TPCH-08, scale_factor=1, R 0.430 s 0.185
2023-01-17 07:02 R tpch arrow, parquet, memory_map=False, TPCH-08, scale_factor=1, R 0.931 s -0.103
2023-01-17 07:06 R tpch arrow, native, memory_map=False, TPCH-08, scale_factor=10, R 0.801 s 0.583
2023-01-17 07:07 R tpch arrow, native, memory_map=False, TPCH-09, scale_factor=0.01, R 0.312 s 0.707
2023-01-17 07:07 R tpch arrow, parquet, memory_map=False, TPCH-08, scale_factor=10, R 10.063 s -0.647
2023-01-17 07:08 R tpch arrow, parquet, memory_map=False, TPCH-09, scale_factor=0.01, R 0.393 s 0.593
2023-01-17 07:08 R tpch arrow, parquet, memory_map=False, TPCH-09, scale_factor=0.1, R 0.454 s 0.514
2023-01-17 07:08 R tpch arrow, native, memory_map=False, TPCH-09, scale_factor=0.1, R 0.343 s 0.673
2023-01-17 07:09 R tpch arrow, native, memory_map=False, TPCH-09, scale_factor=1, R 0.528 s 0.067
2023-01-17 07:09 R tpch arrow, parquet, memory_map=False, TPCH-09, scale_factor=1, R 1.014 s -0.181
2023-01-17 07:15 R tpch arrow, parquet, memory_map=False, TPCH-10, scale_factor=0.01, R 0.363 s 0.581
2023-01-17 07:14 R tpch arrow, parquet, memory_map=False, TPCH-09, scale_factor=10, R 11.452 s 0.214
2023-01-17 07:21 R tpch arrow, parquet, memory_map=False, TPCH-11, scale_factor=0.01, R 0.329 s 0.142
2023-01-17 07:22 R tpch arrow, parquet, memory_map=False, TPCH-11, scale_factor=0.1, R 0.418 s -0.750
2023-01-17 07:24 R tpch arrow, parquet, memory_map=False, TPCH-12, scale_factor=0.1, R 0.494 s 0.257
2023-01-17 07:16 R tpch arrow, parquet, memory_map=False, TPCH-10, scale_factor=1, R 0.851 s 0.311
2023-01-17 07:15 R tpch arrow, native, memory_map=False, TPCH-10, scale_factor=0.1, R 0.299 s 0.657
2023-01-17 07:16 R tpch arrow, native, memory_map=False, TPCH-10, scale_factor=1, R 0.384 s 0.824
2023-01-17 07:14 R tpch arrow, native, memory_map=False, TPCH-09, scale_factor=10, R 1.361 s 0.045
2023-01-17 07:20 R tpch arrow, native, memory_map=False, TPCH-10, scale_factor=10, R 1.148 s 0.584
2023-01-17 07:15 R tpch arrow, native, memory_map=False, TPCH-10, scale_factor=0.01, R 0.291 s 0.784
2023-01-17 07:22 R tpch arrow, native, memory_map=False, TPCH-11, scale_factor=0.1, R 0.277 s 0.183
2023-01-17 07:23 R tpch arrow, native, memory_map=False, TPCH-11, scale_factor=10, R 1.068 s 0.554
2023-01-17 07:15 R tpch arrow, parquet, memory_map=False, TPCH-10, scale_factor=0.1, R 0.413 s 0.612
2023-01-17 07:24 R tpch arrow, native, memory_map=False, TPCH-12, scale_factor=0.1, R 0.373 s -0.120
2023-01-17 07:21 R tpch arrow, parquet, memory_map=False, TPCH-10, scale_factor=10, R 9.074 s -0.150
2023-01-17 07:22 R tpch arrow, parquet, memory_map=False, TPCH-11, scale_factor=1, R 1.026 s -0.896
2023-01-17 07:24 R tpch arrow, parquet, memory_map=False, TPCH-11, scale_factor=10, R 10.753 s -0.417
2023-01-17 07:24 R tpch arrow, parquet, memory_map=False, TPCH-12, scale_factor=0.01, R 0.328 s -0.007
2023-01-17 07:25 R tpch arrow, parquet, memory_map=False, TPCH-12, scale_factor=1, R 3.115 s -1.054
2023-01-17 07:21 R tpch arrow, native, memory_map=False, TPCH-11, scale_factor=0.01, R 0.247 s 0.647
2023-01-17 07:22 R tpch arrow, native, memory_map=False, TPCH-11, scale_factor=1, R 0.398 s -0.019
2023-01-17 07:24 R tpch arrow, native, memory_map=False, TPCH-12, scale_factor=0.01, R 0.244 s 0.339
2023-01-17 07:25 R tpch arrow, native, memory_map=False, TPCH-12, scale_factor=1, R 0.668 s -0.663
2023-01-17 07:30 R tpch arrow, native, memory_map=False, TPCH-12, scale_factor=10, R 3.731 s -1.154
2023-01-17 07:32 R tpch arrow, parquet, memory_map=False, TPCH-12, scale_factor=10, R 35.643 s -2.109
2023-01-17 07:32 R tpch arrow, parquet, memory_map=False, TPCH-13, scale_factor=0.01, R 0.303 s -0.115
2023-01-17 07:32 R tpch arrow, native, memory_map=False, TPCH-13, scale_factor=0.01, R 0.217 s 1.145
2023-01-17 07:32 R tpch arrow, parquet, memory_map=False, TPCH-13, scale_factor=0.1, R 0.546 s -0.224
2023-01-17 07:33 R tpch arrow, native, memory_map=False, TPCH-13, scale_factor=1, R 0.817 s -0.298
2023-01-17 07:32 R tpch arrow, native, memory_map=False, TPCH-13, scale_factor=0.1, R 0.394 s 0.653
2023-01-17 07:33 R tpch arrow, parquet, memory_map=False, TPCH-13, scale_factor=1, R 1.282 s 0.076
2023-01-17 07:34 R tpch arrow, native, memory_map=False, TPCH-13, scale_factor=10, R 4.784 s -0.773
2023-01-17 07:35 R tpch arrow, parquet, memory_map=False, TPCH-13, scale_factor=10, R 15.598 s -0.707
2023-01-17 07:35 R tpch arrow, native, memory_map=False, TPCH-14, scale_factor=0.01, R 0.258 s -0.056
2023-01-17 07:35 R tpch arrow, parquet, memory_map=False, TPCH-14, scale_factor=0.01, R 0.344 s -0.070
2023-01-17 07:36 R tpch arrow, native, memory_map=False, TPCH-14, scale_factor=0.1, R 0.290 s 0.067
2023-01-17 07:36 R tpch arrow, parquet, memory_map=False, TPCH-14, scale_factor=0.1, R 0.488 s 0.158
2023-01-17 07:37 R tpch arrow, parquet, memory_map=False, TPCH-14, scale_factor=1, R 2.536 s -0.136
2023-01-17 07:36 R tpch arrow, native, memory_map=False, TPCH-14, scale_factor=1, R 0.565 s -0.115
2023-01-17 07:40 R tpch arrow, native, memory_map=False, TPCH-14, scale_factor=10, R 2.334 s 0.443
2023-01-17 07:42 R tpch arrow, native, memory_map=False, TPCH-15, scale_factor=0.01, R 0.246 s 0.499
2023-01-17 07:42 R tpch arrow, parquet, memory_map=False, TPCH-14, scale_factor=10, R 28.777 s -0.656
2023-01-17 07:42 R tpch arrow, parquet, memory_map=False, TPCH-15, scale_factor=0.01, R 0.322 s -0.049
2023-01-17 07:43 R tpch arrow, native, memory_map=False, TPCH-15, scale_factor=0.1, R 0.251 s 0.285
2023-01-17 07:43 R tpch arrow, parquet, memory_map=False, TPCH-15, scale_factor=0.1, R 0.364 s 0.276
2023-01-17 07:44 R tpch arrow, parquet, memory_map=False, TPCH-15, scale_factor=1, R 0.821 s -0.317
2023-01-17 07:43 R tpch arrow, native, memory_map=False, TPCH-15, scale_factor=1, R 0.299 s 0.414
2023-01-17 07:47 R tpch arrow, native, memory_map=False, TPCH-15, scale_factor=10, R 0.869 s -0.153
2023-01-17 07:48 R tpch arrow, parquet, memory_map=False, TPCH-16, scale_factor=0.01, R 0.303 s 0.543
2023-01-17 07:48 R tpch arrow, native, memory_map=False, TPCH-16, scale_factor=0.01, R 0.230 s 0.970
2023-01-17 07:48 R tpch arrow, parquet, memory_map=False, TPCH-15, scale_factor=10, R 6.032 s -0.091
2023-01-17 07:49 R tpch arrow, parquet, memory_map=False, TPCH-16, scale_factor=1, R 0.872 s 0.337
2023-01-17 07:48 R tpch arrow, parquet, memory_map=False, TPCH-16, scale_factor=0.1, R 0.377 s 0.388
2023-01-17 07:48 R tpch arrow, native, memory_map=False, TPCH-16, scale_factor=0.1, R 0.260 s 0.892
2023-01-17 07:49 R tpch arrow, native, memory_map=False, TPCH-16, scale_factor=1, R 0.383 s 1.146
2023-01-17 07:50 R tpch arrow, native, memory_map=False, TPCH-16, scale_factor=10, R 1.102 s 0.186
2023-01-17 07:50 R tpch arrow, parquet, memory_map=False, TPCH-16, scale_factor=10, R 11.498 s 0.073
2023-01-17 07:51 R tpch arrow, native, memory_map=False, TPCH-17, scale_factor=0.1, R 0.264 s 0.499
2023-01-17 07:51 R tpch arrow, parquet, memory_map=False, TPCH-17, scale_factor=0.01, R 0.341 s 0.181
2023-01-17 07:50 R tpch arrow, native, memory_map=False, TPCH-17, scale_factor=0.01, R 0.256 s 0.456
2023-01-17 07:51 R tpch arrow, parquet, memory_map=False, TPCH-17, scale_factor=0.1, R 0.490 s 0.274
2023-01-17 07:52 R tpch arrow, native, memory_map=False, TPCH-17, scale_factor=1, R 0.319 s 0.213
2023-01-17 07:52 R tpch arrow, parquet, memory_map=False, TPCH-17, scale_factor=1, R 2.734 s -0.562
2023-01-17 07:55 R tpch arrow, native, memory_map=False, TPCH-17, scale_factor=10, R 0.911 s 0.783
2023-01-17 07:57 R tpch arrow, native, memory_map=False, TPCH-18, scale_factor=0.01, R 0.229 s 0.954
2023-01-17 07:57 R tpch arrow, parquet, memory_map=False, TPCH-17, scale_factor=10, R 31.647 s -1.445
2023-01-17 07:58 R tpch arrow, parquet, memory_map=False, TPCH-18, scale_factor=0.1, R 0.343 s 0.388
2023-01-17 07:58 R tpch arrow, parquet, memory_map=False, TPCH-18, scale_factor=0.01, R 0.307 s 0.374
2023-01-17 07:58 R tpch arrow, native, memory_map=False, TPCH-18, scale_factor=0.1, R 0.257 s -0.245
2023-01-17 07:59 R tpch arrow, native, memory_map=False, TPCH-18, scale_factor=1, R 0.516 s 0.134
2023-01-17 07:59 R tpch arrow, parquet, memory_map=False, TPCH-18, scale_factor=1, R 0.751 s 0.566
2023-01-17 08:03 R tpch arrow, native, memory_map=False, TPCH-18, scale_factor=10, R 4.832 s -1.622
2023-01-17 08:04 R tpch arrow, native, memory_map=False, TPCH-19, scale_factor=0.01, R 0.312 s 0.417
2023-01-17 08:04 R tpch arrow, parquet, memory_map=False, TPCH-18, scale_factor=10, R 13.275 s -0.889
2023-01-17 08:05 R tpch arrow, native, memory_map=False, TPCH-19, scale_factor=0.1, R 0.501 s 0.465
2023-01-17 08:05 R tpch arrow, parquet, memory_map=False, TPCH-19, scale_factor=0.01, R 0.399 s 0.082
2023-01-17 08:05 R tpch arrow, parquet, memory_map=False, TPCH-19, scale_factor=0.1, R 0.604 s -0.024
2023-01-17 08:06 R tpch arrow, parquet, memory_map=False, TPCH-19, scale_factor=1, R 3.060 s -0.039
2023-01-17 08:06 R tpch arrow, native, memory_map=False, TPCH-19, scale_factor=1, R 1.170 s 0.213
2023-01-17 08:10 R tpch arrow, native, memory_map=False, TPCH-19, scale_factor=10, R 8.807 s -0.023
2023-01-17 08:12 R tpch arrow, parquet, memory_map=False, TPCH-19, scale_factor=10, R 30.869 s -0.273
2023-01-17 08:12 R tpch arrow, native, memory_map=False, TPCH-20, scale_factor=0.1, R 0.302 s 0.607
2023-01-17 08:12 R tpch arrow, parquet, memory_map=False, TPCH-20, scale_factor=0.01, R 0.398 s 0.289
2023-01-17 08:13 R tpch arrow, parquet, memory_map=False, TPCH-20, scale_factor=0.1, R 0.528 s 0.079
2023-01-17 08:12 R tpch arrow, native, memory_map=False, TPCH-20, scale_factor=0.01, R 0.300 s 0.572
2023-01-17 08:13 R tpch arrow, native, memory_map=False, TPCH-20, scale_factor=1, R 0.352 s 0.507
2023-01-17 08:13 R tpch arrow, parquet, memory_map=False, TPCH-20, scale_factor=1, R 3.441 s -3.026
2023-01-17 08:20 R tpch arrow, parquet, memory_map=False, TPCH-20, scale_factor=10, R 36.830 s -1.205
2023-01-17 08:22 R tpch arrow, parquet, memory_map=False, TPCH-21, scale_factor=1, R 5.052 s -0.560
2023-01-17 08:20 R tpch arrow, parquet, memory_map=False, TPCH-21, scale_factor=0.01, R 0.547 s -0.428
2023-01-17 08:21 R tpch arrow, native, memory_map=False, TPCH-21, scale_factor=1, R 3.664 s -0.063
2023-01-17 08:18 R tpch arrow, native, memory_map=False, TPCH-20, scale_factor=10, R 0.900 s 1.140
2023-01-17 08:20 R tpch arrow, native, memory_map=False, TPCH-21, scale_factor=0.1, R 0.841 s -0.091
2023-01-17 08:20 R tpch arrow, parquet, memory_map=False, TPCH-21, scale_factor=0.1, R 0.967 s -0.070
2023-01-17 08:20 R tpch arrow, native, memory_map=False, TPCH-21, scale_factor=0.01, R 0.449 s 0.174
2023-01-17 08:32 R tpch arrow, native, memory_map=False, TPCH-22, scale_factor=0.01, R 0.233 s 0.531
2023-01-17 08:32 R tpch arrow, native, memory_map=False, TPCH-22, scale_factor=0.1, R 0.240 s 0.325
2023-01-17 08:32 R tpch arrow, native, memory_map=False, TPCH-22, scale_factor=1, R 0.269 s 0.373
2023-01-17 08:34 R tpch arrow, native, memory_map=False, TPCH-22, scale_factor=10, R 0.392 s 0.803
2023-01-17 08:32 R tpch arrow, parquet, memory_map=False, TPCH-22, scale_factor=0.01, R 0.306 s 0.347
2023-01-17 08:28 R tpch arrow, native, memory_map=False, TPCH-21, scale_factor=10, R 41.449 s -0.891
2023-01-17 08:33 R tpch arrow, parquet, memory_map=False, TPCH-22, scale_factor=1, R 0.706 s 0.571
2023-01-17 08:32 R tpch arrow, parquet, memory_map=False, TPCH-22, scale_factor=0.1, R 0.353 s -0.242
2023-01-17 08:32 R tpch arrow, parquet, memory_map=False, TPCH-21, scale_factor=10, R 56.106 s -1.023
2023-01-17 08:34 R tpch arrow, parquet, memory_map=False, TPCH-22, scale_factor=10, R 11.122 s -0.655