Benchmarks
Date Lang Batch Benchmark Mean Z-Score Error
2022-11-15 04:05 R tpch arrow, parquet, memory_map=False, TPCH-01, scale_factor=0.1, R 0.356 s 0.038
2022-11-15 04:05 R tpch arrow, native, memory_map=False, TPCH-01, scale_factor=0.1, R 0.231 s 0.232
2022-11-15 04:04 R tpch arrow, native, memory_map=False, TPCH-01, scale_factor=0.01, R 0.222 s 0.240
2022-11-15 04:07 R tpch arrow, parquet, memory_map=False, TPCH-01, scale_factor=1, R 0.796 s 0.112
2022-11-15 04:05 R tpch arrow, parquet, memory_map=False, TPCH-01, scale_factor=0.01, R 0.294 s -0.082
2022-11-15 04:07 R tpch arrow, native, memory_map=False, TPCH-01, scale_factor=1, R 0.335 s 0.152
2022-11-15 04:17 R tpch arrow, parquet, memory_map=False, TPCH-01, scale_factor=10, R 5.543 s 0.150
2022-11-15 04:16 R tpch arrow, native, memory_map=False, TPCH-01, scale_factor=10, R 1.428 s -1.483
2022-11-15 04:17 R tpch arrow, native, memory_map=False, TPCH-02, scale_factor=0.01, R 0.326 s -0.294
2022-11-15 04:18 R tpch arrow, parquet, memory_map=False, TPCH-02, scale_factor=0.01, R 0.399 s -0.316
2022-11-15 04:18 R tpch arrow, native, memory_map=False, TPCH-02, scale_factor=0.1, R 0.338 s -0.653
2022-11-15 04:18 R tpch arrow, parquet, memory_map=False, TPCH-02, scale_factor=0.1, R 0.414 s -0.299
2022-11-15 04:18 R tpch arrow, native, memory_map=False, TPCH-02, scale_factor=1, R 0.408 s -0.156
2022-11-15 04:18 R tpch arrow, parquet, memory_map=False, TPCH-02, scale_factor=1, R 0.536 s -0.166
2022-11-15 04:20 R tpch arrow, parquet, memory_map=False, TPCH-02, scale_factor=10, R 1.450 s -1.040
2022-11-15 04:19 R tpch arrow, native, memory_map=False, TPCH-02, scale_factor=10, R 0.917 s -0.521
2022-11-15 04:20 R tpch arrow, native, memory_map=False, TPCH-03, scale_factor=0.01, R 0.268 s -0.333
2022-11-15 04:20 R tpch arrow, parquet, memory_map=False, TPCH-03, scale_factor=0.01, R 0.333 s -0.546
2022-11-15 04:21 R tpch arrow, parquet, memory_map=False, TPCH-03, scale_factor=0.1, R 0.372 s -0.290
2022-11-15 04:20 R tpch arrow, native, memory_map=False, TPCH-03, scale_factor=0.1, R 0.275 s -0.335
2022-11-15 04:21 R tpch arrow, native, memory_map=False, TPCH-03, scale_factor=1, R 0.378 s -0.771
2022-11-15 04:21 R tpch arrow, parquet, memory_map=False, TPCH-03, scale_factor=1, R 0.773 s 0.076
2022-11-15 04:26 R tpch arrow, native, memory_map=False, TPCH-03, scale_factor=10, R 1.321 s -1.402
2022-11-15 04:27 R tpch arrow, parquet, memory_map=False, TPCH-03, scale_factor=10, R 8.177 s -2.448
2022-11-15 04:27 R tpch arrow, native, memory_map=False, TPCH-04, scale_factor=0.01, R 0.239 s -0.889
2022-11-15 04:27 R tpch arrow, parquet, memory_map=False, TPCH-04, scale_factor=0.01, R 0.302 s -0.515
2022-11-15 04:28 R tpch arrow, parquet, memory_map=False, TPCH-04, scale_factor=0.1, R 0.320 s -0.634
2022-11-15 04:27 R tpch arrow, native, memory_map=False, TPCH-04, scale_factor=0.1, R 0.248 s -0.919
2022-11-15 04:28 R tpch arrow, native, memory_map=False, TPCH-04, scale_factor=1, R 0.343 s -0.763
2022-11-15 04:28 R tpch arrow, parquet, memory_map=False, TPCH-04, scale_factor=1, R 0.458 s -0.383
2022-11-15 04:33 R tpch arrow, native, memory_map=False, TPCH-04, scale_factor=10, R 1.269 s -0.801
2022-11-15 04:33 R tpch arrow, parquet, memory_map=False, TPCH-05, scale_factor=0.01, R 0.394 s -0.940
2022-11-15 04:33 R tpch arrow, parquet, memory_map=False, TPCH-04, scale_factor=10, R 3.560 s -0.014
2022-11-15 04:34 R tpch arrow, parquet, memory_map=False, TPCH-05, scale_factor=0.1, R 0.445 s -1.193
2022-11-15 04:34 R tpch arrow, native, memory_map=False, TPCH-05, scale_factor=1, R 0.390 s -0.732
2022-11-15 04:33 R tpch arrow, native, memory_map=False, TPCH-05, scale_factor=0.01, R 0.308 s -0.783
2022-11-15 04:34 R tpch arrow, native, memory_map=False, TPCH-05, scale_factor=0.1, R 0.317 s -0.864
2022-11-15 04:35 R tpch arrow, parquet, memory_map=False, TPCH-05, scale_factor=1, R 0.860 s -0.580
2022-11-15 04:40 R tpch arrow, native, memory_map=False, TPCH-06, scale_factor=0.01, R 0.197 s -0.577
2022-11-15 04:40 R tpch arrow, parquet, memory_map=False, TPCH-06, scale_factor=0.01, R 0.267 s -0.409
2022-11-15 04:40 R tpch arrow, native, memory_map=False, TPCH-06, scale_factor=0.1, R 0.196 s -0.428
2022-11-15 04:41 R tpch arrow, parquet, memory_map=False, TPCH-06, scale_factor=1, R 0.700 s -0.021
2022-11-15 04:39 R tpch arrow, native, memory_map=False, TPCH-05, scale_factor=10, R 0.917 s -1.209
2022-11-15 04:45 R tpch arrow, parquet, memory_map=False, TPCH-07, scale_factor=0.01, R 0.425 s -0.999
2022-11-15 04:39 R tpch arrow, parquet, memory_map=False, TPCH-05, scale_factor=10, R 8.123 s -0.443
2022-11-15 04:45 R tpch arrow, native, memory_map=False, TPCH-07, scale_factor=0.01, R 0.342 s -0.908
2022-11-15 04:40 R tpch arrow, parquet, memory_map=False, TPCH-06, scale_factor=0.1, R 0.310 s -0.530
2022-11-15 04:58 R tpch arrow, native, memory_map=False, TPCH-09, scale_factor=0.01, R 0.319 s -0.193
2022-11-15 04:46 R tpch arrow, parquet, memory_map=False, TPCH-07, scale_factor=0.1, R 0.470 s -0.851
2022-11-15 04:52 R tpch arrow, parquet, memory_map=False, TPCH-08, scale_factor=0.1, R 0.520 s -0.518
2022-11-15 04:41 R tpch arrow, native, memory_map=False, TPCH-06, scale_factor=1, R 0.224 s -0.384
2022-11-15 04:45 R tpch arrow, parquet, memory_map=False, TPCH-06, scale_factor=10, R 5.043 s -0.335
2022-11-15 04:52 R tpch arrow, native, memory_map=False, TPCH-08, scale_factor=0.01, R 0.377 s 0.139
2022-11-15 04:57 R tpch arrow, native, memory_map=False, TPCH-08, scale_factor=10, R 0.806 s -0.245
2022-11-15 04:59 R tpch arrow, native, memory_map=False, TPCH-09, scale_factor=0.1, R 0.348 s -0.058
2022-11-15 04:58 R tpch arrow, parquet, memory_map=False, TPCH-08, scale_factor=10, R 10.077 s -0.190
2022-11-15 04:44 R tpch arrow, native, memory_map=False, TPCH-06, scale_factor=10, R 0.500 s -0.197
2022-11-15 04:45 R tpch arrow, native, memory_map=False, TPCH-07, scale_factor=0.1, R 0.344 s -0.612
2022-11-15 04:46 R tpch arrow, native, memory_map=False, TPCH-07, scale_factor=1, R 0.424 s -0.564
2022-11-15 04:53 R tpch arrow, parquet, memory_map=False, TPCH-08, scale_factor=1, R 0.921 s -0.021
2022-11-15 04:59 R tpch arrow, parquet, memory_map=False, TPCH-09, scale_factor=0.1, R 0.464 s -0.389
2022-11-15 04:52 R tpch arrow, parquet, memory_map=False, TPCH-08, scale_factor=0.01, R 0.473 s -0.445
2022-11-15 04:46 R tpch arrow, parquet, memory_map=False, TPCH-07, scale_factor=1, R 0.878 s -0.266
2022-11-15 04:53 R tpch arrow, native, memory_map=False, TPCH-08, scale_factor=1, R 0.427 s 0.089
2022-11-15 05:34 R tpch arrow, native, memory_map=False, TPCH-15, scale_factor=1, R 0.295 s -0.264
2022-11-15 05:07 R tpch arrow, parquet, memory_map=False, TPCH-10, scale_factor=1, R 0.862 s -0.494
2022-11-15 05:16 R tpch arrow, native, memory_map=False, TPCH-12, scale_factor=1, R 0.652 s -0.382
2022-11-15 05:25 R tpch arrow, native, memory_map=False, TPCH-13, scale_factor=10, R 4.665 s -0.241
2022-11-15 04:52 R tpch arrow, native, memory_map=False, TPCH-08, scale_factor=0.1, R 0.386 s -0.039
2022-11-15 05:07 R tpch arrow, native, memory_map=False, TPCH-10, scale_factor=1, R 0.396 s -0.423
2022-11-15 05:13 R tpch arrow, native, memory_map=False, TPCH-11, scale_factor=0.1, R 0.274 s 0.179
2022-11-15 05:15 R tpch arrow, parquet, memory_map=False, TPCH-12, scale_factor=0.01, R 0.332 s -0.715
2022-11-15 04:59 R tpch arrow, parquet, memory_map=False, TPCH-09, scale_factor=0.01, R 0.404 s -0.436
2022-11-15 05:12 R tpch arrow, native, memory_map=False, TPCH-11, scale_factor=0.01, R 0.249 s -0.202
2022-11-15 04:51 R tpch arrow, native, memory_map=False, TPCH-07, scale_factor=10, R 1.082 s -0.364
2022-11-15 05:06 R tpch arrow, native, memory_map=False, TPCH-10, scale_factor=0.1, R 0.309 s -0.496
2022-11-15 05:12 R tpch arrow, parquet, memory_map=False, TPCH-11, scale_factor=0.01, R 0.332 s -0.459
2022-11-15 05:14 R tpch arrow, native, memory_map=False, TPCH-11, scale_factor=10, R 1.086 s -0.208
2022-11-15 04:51 R tpch arrow, parquet, memory_map=False, TPCH-07, scale_factor=10, R 8.636 s -0.314
2022-11-15 05:26 R tpch arrow, parquet, memory_map=False, TPCH-14, scale_factor=0.01, R 0.331 s -0.080
2022-11-15 05:00 R tpch arrow, native, memory_map=False, TPCH-09, scale_factor=1, R 0.536 s -0.736
2022-11-15 05:06 R tpch arrow, native, memory_map=False, TPCH-10, scale_factor=0.01, R 0.300 s -0.404
2022-11-15 05:28 R tpch arrow, parquet, memory_map=False, TPCH-14, scale_factor=1, R 2.526 s -0.385
2022-11-15 05:06 R tpch arrow, parquet, memory_map=False, TPCH-10, scale_factor=0.1, R 0.422 s -0.289
2022-11-15 05:13 R tpch arrow, parquet, memory_map=False, TPCH-11, scale_factor=1, R 1.027 s -1.493
2022-11-15 05:15 R tpch arrow, parquet, memory_map=False, TPCH-12, scale_factor=0.1, R 0.493 s 0.000
2022-11-15 05:16 R tpch arrow, parquet, memory_map=False, TPCH-12, scale_factor=1, R 3.094 s -0.694
2022-11-15 05:23 R tpch arrow, parquet, memory_map=False, TPCH-13, scale_factor=0.1, R 0.536 s -0.290
2022-11-15 05:48 R tpch arrow, parquet, memory_map=False, TPCH-17, scale_factor=10, R 31.480 s -1.181
2022-11-15 05:12 R tpch arrow, parquet, memory_map=False, TPCH-10, scale_factor=10, R 9.122 s 0.410
2022-11-15 05:05 R tpch arrow, native, memory_map=False, TPCH-09, scale_factor=10, R 1.353 s 0.129
2022-11-15 05:06 R tpch arrow, parquet, memory_map=False, TPCH-10, scale_factor=0.01, R 0.374 s -0.542
2022-11-15 05:11 R tpch arrow, native, memory_map=False, TPCH-10, scale_factor=10, R 1.184 s -0.806
2022-11-15 05:13 R tpch arrow, native, memory_map=False, TPCH-11, scale_factor=1, R 0.401 s -0.431
2022-11-15 05:00 R tpch arrow, parquet, memory_map=False, TPCH-09, scale_factor=1, R 1.000 s 0.083
2022-11-15 05:05 R tpch arrow, parquet, memory_map=False, TPCH-09, scale_factor=10, R 11.483 s -0.190
2022-11-15 05:15 R tpch arrow, native, memory_map=False, TPCH-12, scale_factor=0.01, R 0.244 s -0.237
2022-11-15 05:15 R tpch arrow, native, memory_map=False, TPCH-12, scale_factor=0.1, R 0.373 s -0.585
2022-11-15 05:23 R tpch arrow, native, memory_map=False, TPCH-13, scale_factor=0.01, R 0.219 s 0.063
2022-11-15 05:26 R tpch arrow, native, memory_map=False, TPCH-14, scale_factor=0.01, R 0.248 s -0.224
2022-11-15 05:31 R tpch arrow, native, memory_map=False, TPCH-14, scale_factor=10, R 2.292 s 0.227
2022-11-15 05:50 R tpch arrow, parquet, memory_map=False, TPCH-18, scale_factor=1, R 0.753 s -0.293
2022-11-15 05:13 R tpch arrow, parquet, memory_map=False, TPCH-11, scale_factor=0.1, R 0.403 s -0.090
2022-11-15 05:39 R tpch arrow, native, memory_map=False, TPCH-16, scale_factor=0.01, R 0.237 s -0.340
2022-11-15 05:26 R tpch arrow, parquet, memory_map=False, TPCH-13, scale_factor=10, R 15.464 s -0.605
2022-11-15 05:39 R tpch arrow, parquet, memory_map=False, TPCH-16, scale_factor=0.01, R 0.311 s -0.365
2022-11-15 05:47 R tpch arrow, native, memory_map=False, TPCH-17, scale_factor=10, R 0.918 s -0.242
2022-11-15 05:49 R tpch arrow, native, memory_map=False, TPCH-18, scale_factor=0.1, R 0.256 s -0.187
2022-11-15 05:15 R tpch arrow, parquet, memory_map=False, TPCH-11, scale_factor=10, R 10.707 s -0.596
2022-11-15 05:24 R tpch arrow, parquet, memory_map=False, TPCH-13, scale_factor=1, R 1.246 s 0.298
2022-11-15 05:33 R tpch arrow, parquet, memory_map=False, TPCH-14, scale_factor=10, R 28.586 s -0.420
2022-11-15 05:33 R tpch arrow, native, memory_map=False, TPCH-15, scale_factor=0.01, R 0.243 s 0.017
2022-11-15 05:39 R tpch arrow, parquet, memory_map=False, TPCH-16, scale_factor=0.1, R 0.379 s -0.193
2022-11-15 05:42 R tpch arrow, parquet, memory_map=False, TPCH-17, scale_factor=0.01, R 0.347 s -0.742
2022-11-15 05:21 R tpch arrow, native, memory_map=False, TPCH-12, scale_factor=10, R 3.577 s 0.024
2022-11-15 05:23 R tpch arrow, parquet, memory_map=False, TPCH-13, scale_factor=0.01, R 0.295 s -0.121
2022-11-15 05:57 R tpch arrow, parquet, memory_map=False, TPCH-19, scale_factor=1, R 3.071 s -1.111
2022-11-15 05:23 R tpch arrow, parquet, memory_map=False, TPCH-12, scale_factor=10, R 35.149 s 0.329
2022-11-15 05:27 R tpch arrow, native, memory_map=False, TPCH-14, scale_factor=1, R 0.555 s -0.570
2022-11-15 05:34 R tpch arrow, native, memory_map=False, TPCH-15, scale_factor=0.1, R 0.245 s 0.129
2022-11-15 05:49 R tpch arrow, parquet, memory_map=False, TPCH-18, scale_factor=0.01, R 0.311 s -0.202
2022-11-15 06:04 R tpch arrow, parquet, memory_map=False, TPCH-20, scale_factor=0.1, R 0.524 s 0.057
2022-11-15 06:09 R tpch arrow, native, memory_map=False, TPCH-20, scale_factor=10, R 0.907 s -0.007
2022-11-15 05:27 R tpch arrow, parquet, memory_map=False, TPCH-14, scale_factor=0.1, R 0.481 s -0.246
2022-11-15 05:34 R tpch arrow, parquet, memory_map=False, TPCH-15, scale_factor=0.1, R 0.361 s -0.221
2022-11-15 05:41 R tpch arrow, native, memory_map=False, TPCH-16, scale_factor=10, R 1.164 s -1.485
2022-11-15 05:42 R tpch arrow, native, memory_map=False, TPCH-17, scale_factor=0.1, R 0.264 s -0.056
2022-11-15 05:54 R tpch arrow, native, memory_map=False, TPCH-18, scale_factor=10, R 4.477 s -0.703
2022-11-15 05:56 R tpch arrow, native, memory_map=False, TPCH-19, scale_factor=0.1, R 0.501 s -0.625
2022-11-15 05:38 R tpch arrow, native, memory_map=False, TPCH-15, scale_factor=10, R 0.845 s -0.650
2022-11-15 05:40 R tpch arrow, native, memory_map=False, TPCH-16, scale_factor=1, R 0.395 s 0.001
2022-11-15 05:41 R tpch arrow, native, memory_map=False, TPCH-17, scale_factor=0.01, R 0.258 s -0.274
2022-11-15 05:50 R tpch arrow, native, memory_map=False, TPCH-18, scale_factor=1, R 0.531 s -1.572
2022-11-15 05:27 R tpch arrow, native, memory_map=False, TPCH-14, scale_factor=0.1, R 0.283 s -0.442
2022-11-15 05:40 R tpch arrow, parquet, memory_map=False, TPCH-16, scale_factor=1, R 0.871 s 0.014
2022-11-15 05:42 R tpch arrow, parquet, memory_map=False, TPCH-17, scale_factor=0.1, R 0.499 s -0.758
2022-11-15 05:43 R tpch arrow, parquet, memory_map=False, TPCH-17, scale_factor=1, R 2.702 s 0.122
2022-11-15 05:33 R tpch arrow, parquet, memory_map=False, TPCH-15, scale_factor=0.01, R 0.314 s -0.044
2022-11-15 05:23 R tpch arrow, native, memory_map=False, TPCH-13, scale_factor=0.1, R 0.401 s -0.450
2022-11-15 05:24 R tpch arrow, native, memory_map=False, TPCH-13, scale_factor=1, R 0.795 s 0.363
2022-11-15 05:39 R tpch arrow, native, memory_map=False, TPCH-16, scale_factor=0.1, R 0.267 s -0.259
2022-11-15 05:34 R tpch arrow, parquet, memory_map=False, TPCH-15, scale_factor=1, R 0.840 s -1.370
2022-11-15 06:04 R tpch arrow, native, memory_map=False, TPCH-20, scale_factor=1, R 0.355 s 0.212
2022-11-15 05:39 R tpch arrow, parquet, memory_map=False, TPCH-15, scale_factor=10, R 6.066 s -0.295
2022-11-15 05:41 R tpch arrow, parquet, memory_map=False, TPCH-16, scale_factor=10, R 11.534 s -0.877
2022-11-15 05:43 R tpch arrow, native, memory_map=False, TPCH-17, scale_factor=1, R 0.320 s -0.329
2022-11-15 05:55 R tpch arrow, native, memory_map=False, TPCH-19, scale_factor=0.01, R 0.308 s -0.237
2022-11-15 06:03 R tpch arrow, native, memory_map=False, TPCH-20, scale_factor=0.01, R 0.305 s 0.062
2022-11-15 05:49 R tpch arrow, native, memory_map=False, TPCH-18, scale_factor=0.01, R 0.234 s -0.082
2022-11-15 06:03 R tpch arrow, native, memory_map=False, TPCH-20, scale_factor=0.1, R 0.309 s -0.101
2022-11-15 05:49 R tpch arrow, parquet, memory_map=False, TPCH-18, scale_factor=0.1, R 0.348 s -0.243
2022-11-15 06:03 R tpch arrow, parquet, memory_map=False, TPCH-20, scale_factor=0.01, R 0.404 s -0.355
2022-11-15 05:56 R tpch arrow, parquet, memory_map=False, TPCH-19, scale_factor=0.01, R 0.394 s -0.245
2022-11-15 05:57 R tpch arrow, native, memory_map=False, TPCH-19, scale_factor=1, R 1.175 s -0.503
2022-11-15 06:01 R tpch arrow, native, memory_map=False, TPCH-19, scale_factor=10, R 8.566 s 0.167
2022-11-15 06:04 R tpch arrow, parquet, memory_map=False, TPCH-20, scale_factor=1, R 3.343 s -0.158
2022-11-15 05:55 R tpch arrow, parquet, memory_map=False, TPCH-18, scale_factor=10, R 13.143 s 0.388
2022-11-15 05:56 R tpch arrow, parquet, memory_map=False, TPCH-19, scale_factor=0.1, R 0.595 s -0.278
2022-11-15 06:03 R tpch arrow, parquet, memory_map=False, TPCH-19, scale_factor=10, R 30.658 s -0.040
2022-11-15 06:11 R tpch arrow, parquet, memory_map=False, TPCH-20, scale_factor=10, R 36.705 s -1.514
2022-11-15 06:11 R tpch arrow, parquet, memory_map=False, TPCH-21, scale_factor=0.01, R 0.533 s -0.533
2022-11-15 06:11 R tpch arrow, parquet, memory_map=False, TPCH-21, scale_factor=0.1, R 0.958 s -0.417
2022-11-15 06:11 R tpch arrow, native, memory_map=False, TPCH-21, scale_factor=0.01, R 0.433 s 0.184
2022-11-15 06:11 R tpch arrow, native, memory_map=False, TPCH-21, scale_factor=0.1, R 0.837 s -0.788
2022-11-15 06:13 R tpch arrow, parquet, memory_map=False, TPCH-21, scale_factor=1, R 5.087 s -1.625
2022-11-15 06:12 R tpch arrow, native, memory_map=False, TPCH-21, scale_factor=1, R 3.600 s -0.539
2022-11-15 06:23 R tpch arrow, parquet, memory_map=False, TPCH-22, scale_factor=1, R 0.702 s 0.284
2022-11-15 06:19 R tpch arrow, native, memory_map=False, TPCH-21, scale_factor=10, R 38.740 s -0.136
2022-11-15 06:22 R tpch arrow, parquet, memory_map=False, TPCH-21, scale_factor=10, R 53.050 s -0.405
2022-11-15 06:22 R tpch arrow, native, memory_map=False, TPCH-22, scale_factor=0.01, R 0.230 s 0.198
2022-11-15 06:23 R tpch arrow, native, memory_map=False, TPCH-22, scale_factor=1, R 0.269 s -0.334
2022-11-15 06:23 R tpch arrow, parquet, memory_map=False, TPCH-22, scale_factor=0.01, R 0.307 s -0.178
2022-11-15 06:23 R tpch arrow, parquet, memory_map=False, TPCH-22, scale_factor=0.1, R 0.345 s -0.138
2022-11-15 06:23 R tpch arrow, native, memory_map=False, TPCH-22, scale_factor=0.1, R 0.238 s -0.082
2022-11-15 06:24 R tpch arrow, native, memory_map=False, TPCH-22, scale_factor=10, R 0.393 s -0.134
2022-11-15 06:25 R tpch arrow, parquet, memory_map=False, TPCH-22, scale_factor=10, R 11.087 s -0.357