Benchmarks
Date Lang Batch Benchmark Mean Z-Score Error
2023-01-16 08:43 R tpch arrow, native, memory_map=False, TPCH-01, scale_factor=0.1, R 0.234 s 0.620
2023-01-16 08:45 R tpch arrow, parquet, memory_map=False, TPCH-01, scale_factor=1, R 0.782 s 0.752
2023-01-16 08:43 R tpch arrow, native, memory_map=False, TPCH-01, scale_factor=0.01, R 0.232 s 0.100
2023-01-16 08:59 R tpch arrow, native, memory_map=False, TPCH-03, scale_factor=0.1, R 0.272 s 0.427
2023-01-16 09:04 R tpch arrow, native, memory_map=False, TPCH-03, scale_factor=10, R 1.299 s -0.427
2023-01-16 08:43 R tpch arrow, parquet, memory_map=False, TPCH-01, scale_factor=0.01, R 0.291 s 0.660
2023-01-16 08:45 R tpch arrow, native, memory_map=False, TPCH-01, scale_factor=1, R 0.336 s 0.733
2023-01-16 09:06 R tpch arrow, native, memory_map=False, TPCH-04, scale_factor=0.1, R 0.251 s -0.648
2023-01-16 09:06 R tpch arrow, parquet, memory_map=False, TPCH-04, scale_factor=0.1, R 0.320 s -0.257
2023-01-16 08:55 R tpch arrow, native, memory_map=False, TPCH-02, scale_factor=0.01, R 0.321 s 0.253
2023-01-16 08:44 R tpch arrow, parquet, memory_map=False, TPCH-01, scale_factor=0.1, R 0.352 s 0.725
2023-01-16 08:56 R tpch arrow, native, memory_map=False, TPCH-02, scale_factor=0.1, R 0.331 s 0.253
2023-01-16 08:59 R tpch arrow, parquet, memory_map=False, TPCH-03, scale_factor=0.1, R 0.376 s -0.083
2023-01-16 09:05 R tpch arrow, parquet, memory_map=False, TPCH-03, scale_factor=10, R 7.315 s 0.672
2023-01-16 08:56 R tpch arrow, parquet, memory_map=False, TPCH-02, scale_factor=0.1, R 0.406 s 0.576
2023-01-16 08:57 R tpch arrow, native, memory_map=False, TPCH-02, scale_factor=10, R 0.932 s -1.009
2023-01-16 08:58 R tpch arrow, native, memory_map=False, TPCH-03, scale_factor=0.01, R 0.264 s 0.342
2023-01-16 08:55 R tpch arrow, parquet, memory_map=False, TPCH-01, scale_factor=10, R 5.399 s 0.892
2023-01-16 08:57 R tpch arrow, parquet, memory_map=False, TPCH-02, scale_factor=1, R 0.535 s 0.234
2023-01-16 08:58 R tpch arrow, parquet, memory_map=False, TPCH-03, scale_factor=0.01, R 0.324 s 0.470
2023-01-16 08:54 R tpch arrow, native, memory_map=False, TPCH-01, scale_factor=10, R 1.393 s 0.019
2023-01-16 08:58 R tpch arrow, parquet, memory_map=False, TPCH-02, scale_factor=10, R 1.428 s 0.014
2023-01-16 09:05 R tpch arrow, native, memory_map=False, TPCH-04, scale_factor=0.01, R 0.238 s -0.167
2023-01-16 08:56 R tpch arrow, parquet, memory_map=False, TPCH-02, scale_factor=0.01, R 0.396 s 0.200
2023-01-16 08:56 R tpch arrow, native, memory_map=False, TPCH-02, scale_factor=1, R 0.406 s 0.266
2023-01-16 09:00 R tpch arrow, parquet, memory_map=False, TPCH-03, scale_factor=1, R 0.786 s -0.159
2023-01-16 08:59 R tpch arrow, native, memory_map=False, TPCH-03, scale_factor=1, R 0.371 s 0.271
2023-01-16 09:05 R tpch arrow, parquet, memory_map=False, TPCH-04, scale_factor=0.01, R 0.305 s -0.396
2023-01-16 09:06 R tpch arrow, native, memory_map=False, TPCH-04, scale_factor=1, R 0.345 s -0.377
2023-01-16 09:07 R tpch arrow, parquet, memory_map=False, TPCH-04, scale_factor=1, R 0.466 s -0.439
2023-01-16 09:11 R tpch arrow, native, memory_map=False, TPCH-04, scale_factor=10, R 1.281 s -0.653
2023-01-16 09:11 R tpch arrow, native, memory_map=False, TPCH-05, scale_factor=0.01, R 0.302 s -0.096
2023-01-16 09:12 R tpch arrow, native, memory_map=False, TPCH-05, scale_factor=0.1, R 0.313 s -0.308
2023-01-16 09:11 R tpch arrow, parquet, memory_map=False, TPCH-04, scale_factor=10, R 3.582 s -0.221
2023-01-16 09:12 R tpch arrow, parquet, memory_map=False, TPCH-05, scale_factor=0.01, R 0.389 s -0.316
2023-01-16 09:12 R tpch arrow, parquet, memory_map=False, TPCH-05, scale_factor=0.1, R 0.437 s -0.183
2023-01-16 09:13 R tpch arrow, parquet, memory_map=False, TPCH-05, scale_factor=1, R 0.860 s -0.406
2023-01-16 09:13 R tpch arrow, native, memory_map=False, TPCH-05, scale_factor=1, R 0.390 s -0.225
2023-01-16 09:17 R tpch arrow, native, memory_map=False, TPCH-05, scale_factor=10, R 0.920 s -0.839
2023-01-16 09:18 R tpch arrow, parquet, memory_map=False, TPCH-05, scale_factor=10, R 8.103 s -1.238
2023-01-16 09:18 R tpch arrow, parquet, memory_map=False, TPCH-06, scale_factor=0.01, R 0.266 s -0.081
2023-01-16 09:18 R tpch arrow, native, memory_map=False, TPCH-06, scale_factor=0.1, R 0.197 s -0.354
2023-01-16 09:18 R tpch arrow, native, memory_map=False, TPCH-06, scale_factor=0.01, R 0.197 s -0.346
2023-01-16 09:19 R tpch arrow, parquet, memory_map=False, TPCH-06, scale_factor=0.1, R 0.309 s -0.151
2023-01-16 09:19 R tpch arrow, native, memory_map=False, TPCH-06, scale_factor=1, R 0.227 s -0.412
2023-01-16 09:19 R tpch arrow, parquet, memory_map=False, TPCH-06, scale_factor=1, R 0.710 s -0.267
2023-01-16 09:23 R tpch arrow, native, memory_map=False, TPCH-06, scale_factor=10, R 0.518 s -0.979
2023-01-16 09:24 R tpch arrow, parquet, memory_map=False, TPCH-07, scale_factor=0.01, R 0.425 s -0.645
2023-01-16 09:23 R tpch arrow, parquet, memory_map=False, TPCH-06, scale_factor=10, R 5.093 s -1.299
2023-01-16 09:23 R tpch arrow, native, memory_map=False, TPCH-07, scale_factor=0.01, R 0.338 s -0.277
2023-01-16 09:24 R tpch arrow, native, memory_map=False, TPCH-07, scale_factor=0.1, R 0.345 s -0.357
2023-01-16 09:24 R tpch arrow, parquet, memory_map=False, TPCH-07, scale_factor=0.1, R 0.472 s -0.792
2023-01-16 09:25 R tpch arrow, native, memory_map=False, TPCH-07, scale_factor=1, R 0.430 s -0.753
2023-01-16 09:25 R tpch arrow, parquet, memory_map=False, TPCH-07, scale_factor=1, R 0.905 s -1.068
2023-01-16 09:29 R tpch arrow, native, memory_map=False, TPCH-07, scale_factor=10, R 1.095 s -0.730
2023-01-16 09:30 R tpch arrow, parquet, memory_map=False, TPCH-07, scale_factor=10, R 8.606 s -0.713
2023-01-16 09:30 R tpch arrow, native, memory_map=False, TPCH-08, scale_factor=0.01, R 0.385 s -0.364
2023-01-16 09:30 R tpch arrow, parquet, memory_map=False, TPCH-08, scale_factor=0.01, R 0.482 s -0.422
2023-01-16 09:31 R tpch arrow, native, memory_map=False, TPCH-08, scale_factor=0.1, R 0.392 s -0.195
2023-01-16 09:31 R tpch arrow, parquet, memory_map=False, TPCH-08, scale_factor=0.1, R 0.539 s -0.984
2023-01-16 09:31 R tpch arrow, native, memory_map=False, TPCH-08, scale_factor=1, R 0.436 s -0.359
2023-01-16 09:32 R tpch arrow, parquet, memory_map=False, TPCH-08, scale_factor=1, R 0.936 s -0.337
2023-01-16 09:36 R tpch arrow, native, memory_map=False, TPCH-08, scale_factor=10, R 0.822 s -0.662
2023-01-16 09:37 R tpch arrow, parquet, memory_map=False, TPCH-08, scale_factor=10, R 10.076 s -0.947
2023-01-16 09:37 R tpch arrow, native, memory_map=False, TPCH-09, scale_factor=0.01, R 0.317 s 0.120
2023-01-16 09:37 R tpch arrow, parquet, memory_map=False, TPCH-09, scale_factor=0.01, R 0.400 s 0.083
2023-01-16 09:37 R tpch arrow, native, memory_map=False, TPCH-09, scale_factor=0.1, R 0.351 s -0.245
2023-01-16 09:38 R tpch arrow, parquet, memory_map=False, TPCH-09, scale_factor=0.1, R 0.467 s -0.384
2023-01-16 09:38 R tpch arrow, parquet, memory_map=False, TPCH-09, scale_factor=1, R 1.032 s -0.792
2023-01-16 09:38 R tpch arrow, native, memory_map=False, TPCH-09, scale_factor=1, R 0.539 s -0.752
2023-01-16 09:43 R tpch arrow, native, memory_map=False, TPCH-09, scale_factor=10, R 1.383 s -0.730
2023-01-16 09:44 R tpch arrow, native, memory_map=False, TPCH-10, scale_factor=0.01, R 0.298 s -0.043
2023-01-16 09:44 R tpch arrow, parquet, memory_map=False, TPCH-09, scale_factor=10, R 11.514 s -0.824
2023-01-16 09:44 R tpch arrow, parquet, memory_map=False, TPCH-10, scale_factor=0.01, R 0.374 s -0.173
2023-01-16 09:45 R tpch arrow, parquet, memory_map=False, TPCH-10, scale_factor=0.1, R 0.420 s 0.182
2023-01-16 09:45 R tpch arrow, native, memory_map=False, TPCH-10, scale_factor=0.1, R 0.308 s -0.300
2023-01-16 09:45 R tpch arrow, native, memory_map=False, TPCH-10, scale_factor=1, R 0.392 s -0.076
2023-01-16 09:46 R tpch arrow, parquet, memory_map=False, TPCH-10, scale_factor=1, R 0.865 s -0.185
2023-01-16 09:50 R tpch arrow, native, memory_map=False, TPCH-10, scale_factor=10, R 1.164 s -0.297
2023-01-16 09:51 R tpch arrow, native, memory_map=False, TPCH-11, scale_factor=0.01, R 0.251 s 0.078
2023-01-16 09:51 R tpch arrow, parquet, memory_map=False, TPCH-10, scale_factor=10, R 9.117 s -0.934
2023-01-16 09:52 R tpch arrow, parquet, memory_map=False, TPCH-11, scale_factor=1, R 0.972 s -0.134
2023-01-16 09:51 R tpch arrow, parquet, memory_map=False, TPCH-11, scale_factor=0.01, R 0.336 s -0.434
2023-01-16 09:52 R tpch arrow, parquet, memory_map=False, TPCH-11, scale_factor=0.1, R 0.408 s -0.113
2023-01-16 09:51 R tpch arrow, native, memory_map=False, TPCH-11, scale_factor=0.1, R 0.276 s 0.233
2023-01-16 09:52 R tpch arrow, native, memory_map=False, TPCH-11, scale_factor=1, R 0.401 s -0.236
2023-01-16 09:53 R tpch arrow, parquet, memory_map=False, TPCH-11, scale_factor=10, R 10.796 s -1.004
2023-01-16 09:53 R tpch arrow, native, memory_map=False, TPCH-11, scale_factor=10, R 1.112 s -1.324
2023-01-16 09:54 R tpch arrow, native, memory_map=False, TPCH-12, scale_factor=0.1, R 0.380 s -0.935
2023-01-16 09:54 R tpch arrow, native, memory_map=False, TPCH-12, scale_factor=0.01, R 0.248 s -0.234
2023-01-16 09:54 R tpch arrow, parquet, memory_map=False, TPCH-12, scale_factor=0.1, R 0.504 s -0.378
2023-01-16 10:02 R tpch arrow, native, memory_map=False, TPCH-13, scale_factor=0.1, R 0.404 s -0.429
2023-01-16 10:03 R tpch arrow, native, memory_map=False, TPCH-13, scale_factor=1, R 0.844 s -2.208
2023-01-16 09:55 R tpch arrow, native, memory_map=False, TPCH-12, scale_factor=1, R 0.677 s -1.696
2023-01-16 09:54 R tpch arrow, parquet, memory_map=False, TPCH-12, scale_factor=0.01, R 0.329 s -0.089
2023-01-16 09:55 R tpch arrow, parquet, memory_map=False, TPCH-12, scale_factor=1, R 3.130 s -1.907
2023-01-16 10:02 R tpch arrow, native, memory_map=False, TPCH-13, scale_factor=0.01, R 0.222 s 0.269
2023-01-16 10:02 R tpch arrow, parquet, memory_map=False, TPCH-13, scale_factor=0.1, R 0.565 s -1.413
2023-01-16 10:05 R tpch arrow, native, memory_map=False, TPCH-14, scale_factor=0.01, R 0.260 s -0.358
2023-01-16 10:05 R tpch arrow, parquet, memory_map=False, TPCH-13, scale_factor=10, R 15.716 s -1.914
2023-01-16 10:02 R tpch arrow, parquet, memory_map=False, TPCH-12, scale_factor=10, R 35.520 s -1.980
2023-01-16 10:03 R tpch arrow, parquet, memory_map=False, TPCH-13, scale_factor=1, R 1.334 s -1.292
2023-01-16 10:10 R tpch arrow, native, memory_map=False, TPCH-14, scale_factor=10, R 2.461 s -2.153
2023-01-16 10:06 R tpch arrow, native, memory_map=False, TPCH-14, scale_factor=0.1, R 0.293 s -0.519
2023-01-16 10:00 R tpch arrow, native, memory_map=False, TPCH-12, scale_factor=10, R 3.767 s -2.070
2023-01-16 10:06 R tpch arrow, native, memory_map=False, TPCH-14, scale_factor=1, R 0.580 s -1.344
2023-01-16 10:02 R tpch arrow, parquet, memory_map=False, TPCH-13, scale_factor=0.01, R 0.308 s -0.583
2023-01-16 10:07 R tpch arrow, parquet, memory_map=False, TPCH-14, scale_factor=1, R 2.546 s -0.675
2023-01-16 10:06 R tpch arrow, parquet, memory_map=False, TPCH-14, scale_factor=0.1, R 0.508 s -0.783
2023-01-16 10:04 R tpch arrow, native, memory_map=False, TPCH-13, scale_factor=10, R 4.895 s -2.052
2023-01-16 10:05 R tpch arrow, parquet, memory_map=False, TPCH-14, scale_factor=0.01, R 0.349 s -0.502
2023-01-16 10:12 R tpch arrow, native, memory_map=False, TPCH-15, scale_factor=0.01, R 0.252 s -0.461
2023-01-16 10:12 R tpch arrow, parquet, memory_map=False, TPCH-14, scale_factor=10, R 28.874 s -1.915
2023-01-16 10:13 R tpch arrow, native, memory_map=False, TPCH-15, scale_factor=0.1, R 0.257 s -0.802
2023-01-16 10:12 R tpch arrow, parquet, memory_map=False, TPCH-15, scale_factor=0.01, R 0.324 s -0.260
2023-01-16 10:13 R tpch arrow, parquet, memory_map=False, TPCH-15, scale_factor=0.1, R 0.368 s -0.123
2023-01-16 10:13 R tpch arrow, native, memory_map=False, TPCH-15, scale_factor=1, R 0.306 s -0.817
2023-01-16 10:14 R tpch arrow, parquet, memory_map=False, TPCH-15, scale_factor=1, R 0.824 s -0.441
2023-01-16 10:18 R tpch arrow, parquet, memory_map=False, TPCH-15, scale_factor=10, R 6.059 s -0.484
2023-01-16 10:18 R tpch arrow, parquet, memory_map=False, TPCH-16, scale_factor=0.01, R 0.311 s -0.141
2023-01-16 10:17 R tpch arrow, native, memory_map=False, TPCH-15, scale_factor=10, R 0.889 s -1.818
2023-01-16 10:18 R tpch arrow, native, memory_map=False, TPCH-16, scale_factor=0.01, R 0.235 s 0.228
2023-01-16 10:18 R tpch arrow, parquet, memory_map=False, TPCH-16, scale_factor=0.1, R 0.384 s -0.202
2023-01-16 10:18 R tpch arrow, native, memory_map=False, TPCH-16, scale_factor=0.1, R 0.268 s -0.341
2023-01-16 10:19 R tpch arrow, native, memory_map=False, TPCH-16, scale_factor=1, R 0.394 s -0.336
2023-01-16 10:19 R tpch arrow, parquet, memory_map=False, TPCH-16, scale_factor=1, R 0.891 s -0.122
2023-01-16 10:20 R tpch arrow, native, memory_map=False, TPCH-16, scale_factor=10, R 1.152 s -1.442
2023-01-16 10:21 R tpch arrow, parquet, memory_map=False, TPCH-17, scale_factor=0.01, R 0.345 s -0.155
2023-01-16 10:20 R tpch arrow, parquet, memory_map=False, TPCH-16, scale_factor=10, R 11.593 s -1.624
2023-01-16 10:21 R tpch arrow, native, memory_map=False, TPCH-17, scale_factor=0.01, R 0.261 s -0.340
2023-01-16 10:21 R tpch arrow, native, memory_map=False, TPCH-17, scale_factor=0.1, R 0.269 s -0.413
2023-01-16 10:21 R tpch arrow, parquet, memory_map=False, TPCH-17, scale_factor=0.1, R 0.500 s -0.149
2023-01-16 10:22 R tpch arrow, native, memory_map=False, TPCH-17, scale_factor=1, R 0.322 s -0.350
2023-01-16 10:22 R tpch arrow, parquet, memory_map=False, TPCH-17, scale_factor=1, R 2.728 s -0.515
2023-01-16 10:26 R tpch arrow, native, memory_map=False, TPCH-17, scale_factor=10, R 0.921 s -0.216
2023-01-16 10:27 R tpch arrow, parquet, memory_map=False, TPCH-17, scale_factor=10, R 31.481 s -0.894
2023-01-16 10:28 R tpch arrow, parquet, memory_map=False, TPCH-18, scale_factor=0.01, R 0.312 s -0.145
2023-01-16 10:28 R tpch arrow, native, memory_map=False, TPCH-18, scale_factor=0.1, R 0.258 s -0.467
2023-01-16 10:28 R tpch arrow, parquet, memory_map=False, TPCH-18, scale_factor=0.1, R 0.352 s -0.128
2023-01-16 10:28 R tpch arrow, native, memory_map=False, TPCH-18, scale_factor=0.01, R 0.236 s -0.400
2023-01-16 10:29 R tpch arrow, native, memory_map=False, TPCH-18, scale_factor=1, R 0.537 s -1.253
2023-01-16 10:29 R tpch arrow, parquet, memory_map=False, TPCH-18, scale_factor=1, R 0.791 s -0.918
2023-01-16 10:36 R tpch arrow, parquet, memory_map=False, TPCH-19, scale_factor=1, R 3.134 s -1.717
2023-01-16 10:34 R tpch arrow, native, memory_map=False, TPCH-18, scale_factor=10, R 4.741 s -0.801
2023-01-16 10:34 R tpch arrow, parquet, memory_map=False, TPCH-18, scale_factor=10, R 13.318 s -1.927
2023-01-16 10:42 R tpch arrow, native, memory_map=False, TPCH-20, scale_factor=0.01, R 0.304 s -0.130
2023-01-16 10:35 R tpch arrow, parquet, memory_map=False, TPCH-19, scale_factor=0.01, R 0.405 s -0.259
2023-01-16 10:35 R tpch arrow, parquet, memory_map=False, TPCH-19, scale_factor=0.1, R 0.630 s -1.238
2023-01-16 10:43 R tpch arrow, native, memory_map=False, TPCH-20, scale_factor=0.1, R 0.307 s -0.151
2023-01-16 10:35 R tpch arrow, native, memory_map=False, TPCH-19, scale_factor=0.01, R 0.322 s -1.102
2023-01-16 10:35 R tpch arrow, native, memory_map=False, TPCH-19, scale_factor=0.1, R 0.520 s -1.556
2023-01-16 10:40 R tpch arrow, native, memory_map=False, TPCH-19, scale_factor=10, R 9.122 s -1.647
2023-01-16 10:42 R tpch arrow, parquet, memory_map=False, TPCH-19, scale_factor=10, R 31.214 s -2.304
2023-01-16 10:43 R tpch arrow, native, memory_map=False, TPCH-20, scale_factor=1, R 0.357 s -0.276
2023-01-16 10:51 R tpch arrow, native, memory_map=False, TPCH-21, scale_factor=0.1, R 0.870 s -1.483
2023-01-16 10:43 R tpch arrow, parquet, memory_map=False, TPCH-20, scale_factor=0.1, R 0.536 s -0.388
2023-01-16 10:44 R tpch arrow, parquet, memory_map=False, TPCH-20, scale_factor=1, R 3.355 s -0.086
2023-01-16 10:51 R tpch arrow, parquet, memory_map=False, TPCH-21, scale_factor=0.1, R 0.982 s -0.607
2023-01-16 10:52 R tpch arrow, parquet, memory_map=False, TPCH-21, scale_factor=1, R 5.126 s -1.655
2023-01-16 10:52 R tpch arrow, native, memory_map=False, TPCH-21, scale_factor=1, R 3.848 s -1.792
2023-01-16 10:50 R tpch arrow, native, memory_map=False, TPCH-21, scale_factor=0.01, R 0.462 s -1.100
2023-01-16 10:50 R tpch arrow, parquet, memory_map=False, TPCH-21, scale_factor=0.01, R 0.554 s -0.966
2023-01-16 10:36 R tpch arrow, native, memory_map=False, TPCH-19, scale_factor=1, R 1.237 s -1.843
2023-01-16 10:50 R tpch arrow, parquet, memory_map=False, TPCH-20, scale_factor=10, R 36.674 s -0.453
2023-01-16 10:42 R tpch arrow, parquet, memory_map=False, TPCH-20, scale_factor=0.01, R 0.400 s 0.080
2023-01-16 11:03 R tpch arrow, native, memory_map=False, TPCH-22, scale_factor=0.1, R 0.244 s -0.339
2023-01-16 10:48 R tpch arrow, native, memory_map=False, TPCH-20, scale_factor=10, R 0.921 s -0.654
2023-01-16 11:02 R tpch arrow, parquet, memory_map=False, TPCH-22, scale_factor=0.01, R 0.313 s -0.257
2023-01-16 10:59 R tpch arrow, native, memory_map=False, TPCH-21, scale_factor=10, R 41.671 s -1.283
2023-01-16 11:02 R tpch arrow, native, memory_map=False, TPCH-22, scale_factor=0.01, R 0.238 s -0.349
2023-01-16 11:03 R tpch arrow, parquet, memory_map=False, TPCH-22, scale_factor=1, R 0.749 s -0.587
2023-01-16 11:02 R tpch arrow, parquet, memory_map=False, TPCH-21, scale_factor=10, R 56.449 s -1.832
2023-01-16 11:05 R tpch arrow, parquet, memory_map=False, TPCH-22, scale_factor=10, R 11.146 s -1.465
2023-01-16 11:04 R tpch arrow, native, memory_map=False, TPCH-22, scale_factor=10, R 0.407 s -0.867
2023-01-16 11:03 R tpch arrow, native, memory_map=False, TPCH-22, scale_factor=1, R 0.271 s 0.020
2023-01-16 11:03 R tpch arrow, parquet, memory_map=False, TPCH-22, scale_factor=0.1, R 0.354 s -0.349