Benchmarks
Date Lang Batch Benchmark Mean Z-Score Error
2023-01-17 19:59 R tpch arrow, native, memory_map=False, TPCH-02, scale_factor=0.01, R 0.324 s 0.091
2023-01-17 20:02 R tpch arrow, native, memory_map=False, TPCH-03, scale_factor=1, R 0.378 s -0.438
2023-01-17 19:54 R tpch arrow, native, memory_map=False, TPCH-01, scale_factor=0.01, R 0.242 s -0.848
2023-01-17 19:54 R tpch arrow, native, memory_map=False, TPCH-01, scale_factor=0.1, R 0.249 s -0.727
2023-01-17 20:00 R tpch arrow, parquet, memory_map=False, TPCH-02, scale_factor=0.1, R 0.419 s -0.306
2023-01-17 20:08 R tpch arrow, parquet, memory_map=False, TPCH-03, scale_factor=10, R 7.712 s -0.799
2023-01-17 19:54 R tpch arrow, parquet, memory_map=False, TPCH-01, scale_factor=0.01, R 0.311 s -0.611
2023-01-17 19:54 R tpch arrow, parquet, memory_map=False, TPCH-01, scale_factor=0.1, R 0.378 s -0.740
2023-01-17 19:55 R tpch arrow, parquet, memory_map=False, TPCH-01, scale_factor=1, R 0.845 s -0.854
2023-01-17 19:58 R tpch arrow, native, memory_map=False, TPCH-01, scale_factor=10, R 1.384 s 0.246
2023-01-17 20:02 R tpch arrow, native, memory_map=False, TPCH-03, scale_factor=0.1, R 0.279 s -0.347
2023-01-17 19:59 R tpch arrow, parquet, memory_map=False, TPCH-02, scale_factor=0.01, R 0.404 s -0.336
2023-01-17 20:00 R tpch arrow, parquet, memory_map=False, TPCH-02, scale_factor=1, R 0.544 s -0.275
2023-01-17 20:01 R tpch arrow, parquet, memory_map=False, TPCH-03, scale_factor=0.01, R 0.338 s -0.464
2023-01-17 20:02 R tpch arrow, parquet, memory_map=False, TPCH-03, scale_factor=0.1, R 0.384 s -0.567
2023-01-17 19:55 R tpch arrow, native, memory_map=False, TPCH-01, scale_factor=1, R 0.355 s -0.980
2023-01-17 19:59 R tpch arrow, parquet, memory_map=False, TPCH-01, scale_factor=10, R 5.784 s -0.580
2023-01-17 20:01 R tpch arrow, parquet, memory_map=False, TPCH-02, scale_factor=10, R 1.467 s -0.819
2023-01-17 20:03 R tpch arrow, parquet, memory_map=False, TPCH-03, scale_factor=1, R 0.797 s -0.430
2023-01-17 20:00 R tpch arrow, native, memory_map=False, TPCH-02, scale_factor=1, R 0.408 s 0.160
2023-01-17 20:01 R tpch arrow, native, memory_map=False, TPCH-02, scale_factor=10, R 0.929 s -0.589
2023-01-17 20:09 R tpch arrow, parquet, memory_map=False, TPCH-04, scale_factor=1, R 0.453 s 0.383
2023-01-17 19:59 R tpch arrow, native, memory_map=False, TPCH-02, scale_factor=0.1, R 0.331 s 0.380
2023-01-17 20:08 R tpch arrow, native, memory_map=False, TPCH-04, scale_factor=0.1, R 0.246 s 0.115
2023-01-17 20:13 R tpch arrow, native, memory_map=False, TPCH-04, scale_factor=10, R 1.272 s -0.259
2023-01-17 20:01 R tpch arrow, native, memory_map=False, TPCH-03, scale_factor=0.01, R 0.269 s -0.116
2023-01-17 20:15 R tpch arrow, native, memory_map=False, TPCH-05, scale_factor=1, R 0.394 s -0.581
2023-01-17 20:08 R tpch arrow, parquet, memory_map=False, TPCH-04, scale_factor=0.1, R 0.314 s 0.295
2023-01-17 20:09 R tpch arrow, native, memory_map=False, TPCH-04, scale_factor=1, R 0.343 s -0.022
2023-01-17 20:14 R tpch arrow, parquet, memory_map=False, TPCH-04, scale_factor=10, R 3.568 s 0.109
2023-01-17 20:07 R tpch arrow, native, memory_map=False, TPCH-03, scale_factor=10, R 1.297 s -0.378
2023-01-17 20:08 R tpch arrow, parquet, memory_map=False, TPCH-04, scale_factor=0.01, R 0.299 s 0.228
2023-01-17 20:08 R tpch arrow, native, memory_map=False, TPCH-04, scale_factor=0.01, R 0.234 s 0.538
2023-01-17 20:20 R tpch arrow, native, memory_map=False, TPCH-06, scale_factor=0.01, R 0.197 s -0.217
2023-01-17 20:14 R tpch arrow, parquet, memory_map=False, TPCH-05, scale_factor=0.01, R 0.384 s 0.217
2023-01-17 20:20 R tpch arrow, parquet, memory_map=False, TPCH-05, scale_factor=10, R 8.061 s 0.015
2023-01-17 20:14 R tpch arrow, parquet, memory_map=False, TPCH-05, scale_factor=0.1, R 0.435 s 0.049
2023-01-17 20:15 R tpch arrow, parquet, memory_map=False, TPCH-05, scale_factor=1, R 0.854 s 0.035
2023-01-17 20:14 R tpch arrow, native, memory_map=False, TPCH-05, scale_factor=0.1, R 0.309 s 0.261
2023-01-17 20:14 R tpch arrow, native, memory_map=False, TPCH-05, scale_factor=0.01, R 0.301 s 0.236
2023-01-17 20:20 R tpch arrow, native, memory_map=False, TPCH-05, scale_factor=10, R 0.910 s -0.203
2023-01-17 20:21 R tpch arrow, parquet, memory_map=False, TPCH-06, scale_factor=0.01, R 0.264 s 0.230
2023-01-17 20:21 R tpch arrow, parquet, memory_map=False, TPCH-06, scale_factor=0.1, R 0.305 s 0.330
2023-01-17 20:21 R tpch arrow, native, memory_map=False, TPCH-06, scale_factor=1, R 0.228 s -0.454
2023-01-17 20:21 R tpch arrow, native, memory_map=False, TPCH-06, scale_factor=0.1, R 0.198 s -0.198
2023-01-17 20:22 R tpch arrow, parquet, memory_map=False, TPCH-06, scale_factor=1, R 0.717 s -0.425
2023-01-17 20:26 R tpch arrow, parquet, memory_map=False, TPCH-06, scale_factor=10, R 4.986 s 0.213
2023-01-17 20:25 R tpch arrow, native, memory_map=False, TPCH-06, scale_factor=10, R 0.522 s -1.415
2023-01-17 20:26 R tpch arrow, native, memory_map=False, TPCH-07, scale_factor=0.1, R 0.340 s 0.251
2023-01-17 20:26 R tpch arrow, native, memory_map=False, TPCH-07, scale_factor=0.01, R 0.335 s 0.127
2023-01-17 20:26 R tpch arrow, parquet, memory_map=False, TPCH-07, scale_factor=0.01, R 0.414 s 0.123
2023-01-17 20:34 R tpch arrow, parquet, memory_map=False, TPCH-08, scale_factor=1, R 0.932 s -0.091
2023-01-17 20:26 R tpch arrow, parquet, memory_map=False, TPCH-07, scale_factor=0.1, R 0.458 s 0.238
2023-01-17 20:27 R tpch arrow, native, memory_map=False, TPCH-07, scale_factor=1, R 0.423 s 0.110
2023-01-17 20:27 R tpch arrow, parquet, memory_map=False, TPCH-07, scale_factor=1, R 0.880 s -0.033
2023-01-17 20:32 R tpch arrow, native, memory_map=False, TPCH-07, scale_factor=10, R 1.081 s 0.213
2023-01-17 20:32 R tpch arrow, native, memory_map=False, TPCH-08, scale_factor=0.01, R 0.380 s 0.222
2023-01-17 20:32 R tpch arrow, parquet, memory_map=False, TPCH-07, scale_factor=10, R 8.616 s -0.743
2023-01-17 20:33 R tpch arrow, parquet, memory_map=False, TPCH-08, scale_factor=0.01, R 0.476 s 0.020
2023-01-17 20:33 R tpch arrow, native, memory_map=False, TPCH-08, scale_factor=0.1, R 0.391 s -0.059
2023-01-17 20:33 R tpch arrow, parquet, memory_map=False, TPCH-08, scale_factor=0.1, R 0.519 s 0.179
2023-01-17 20:34 R tpch arrow, native, memory_map=False, TPCH-08, scale_factor=1, R 0.434 s -0.044
2023-01-17 20:39 R tpch arrow, native, memory_map=False, TPCH-09, scale_factor=0.01, R 0.317 s 0.117
2023-01-17 20:38 R tpch arrow, native, memory_map=False, TPCH-08, scale_factor=10, R 0.806 s 0.324
2023-01-17 20:39 R tpch arrow, parquet, memory_map=False, TPCH-08, scale_factor=10, R 10.036 s -0.013
2023-01-17 20:39 R tpch arrow, parquet, memory_map=False, TPCH-09, scale_factor=0.01, R 0.401 s 0.068
2023-01-17 20:40 R tpch arrow, parquet, memory_map=False, TPCH-09, scale_factor=0.1, R 0.457 s 0.428
2023-01-17 20:39 R tpch arrow, native, memory_map=False, TPCH-09, scale_factor=0.1, R 0.345 s 0.485
2023-01-17 20:40 R tpch arrow, native, memory_map=False, TPCH-09, scale_factor=1, R 0.526 s 0.390
2023-01-17 20:45 R tpch arrow, native, memory_map=False, TPCH-09, scale_factor=10, R 1.362 s 0.059
2023-01-17 20:41 R tpch arrow, parquet, memory_map=False, TPCH-09, scale_factor=1, R 1.002 s 0.293
2023-01-17 20:46 R tpch arrow, native, memory_map=False, TPCH-10, scale_factor=0.01, R 0.295 s 0.374
2023-01-17 20:47 R tpch arrow, parquet, memory_map=False, TPCH-10, scale_factor=0.01, R 0.368 s 0.345
2023-01-17 20:47 R tpch arrow, parquet, memory_map=False, TPCH-10, scale_factor=0.1, R 0.418 s 0.368
2023-01-17 20:46 R tpch arrow, parquet, memory_map=False, TPCH-09, scale_factor=10, R 11.476 s -0.000
2023-01-17 20:47 R tpch arrow, native, memory_map=False, TPCH-10, scale_factor=0.1, R 0.301 s 0.593
2023-01-17 20:47 R tpch arrow, native, memory_map=False, TPCH-10, scale_factor=1, R 0.389 s 0.283
2023-01-17 20:48 R tpch arrow, parquet, memory_map=False, TPCH-10, scale_factor=1, R 0.863 s -0.030
2023-01-17 20:52 R tpch arrow, native, memory_map=False, TPCH-10, scale_factor=10, R 1.163 s -0.307
2023-01-17 20:53 R tpch arrow, parquet, memory_map=False, TPCH-10, scale_factor=10, R 9.081 s -0.132
2023-01-17 20:53 R tpch arrow, native, memory_map=False, TPCH-11, scale_factor=0.01, R 0.252 s -0.123
2023-01-17 20:53 R tpch arrow, native, memory_map=False, TPCH-11, scale_factor=0.1, R 0.279 s -0.007
2023-01-17 20:53 R tpch arrow, parquet, memory_map=False, TPCH-11, scale_factor=0.1, R 0.403 s 0.387
2023-01-17 20:53 R tpch arrow, parquet, memory_map=False, TPCH-11, scale_factor=0.01, R 0.337 s -0.484
2023-01-17 20:54 R tpch arrow, parquet, memory_map=False, TPCH-11, scale_factor=1, R 0.956 s 0.151
2023-01-17 20:54 R tpch arrow, native, memory_map=False, TPCH-11, scale_factor=1, R 0.396 s 0.303
2023-01-17 20:55 R tpch arrow, native, memory_map=False, TPCH-11, scale_factor=10, R 1.088 s -0.324
2023-01-17 20:55 R tpch arrow, parquet, memory_map=False, TPCH-11, scale_factor=10, R 10.897 s -1.991
2023-01-17 20:56 R tpch arrow, parquet, memory_map=False, TPCH-12, scale_factor=0.01, R 0.333 s -0.341
2023-01-17 20:56 R tpch arrow, native, memory_map=False, TPCH-12, scale_factor=0.01, R 0.247 s 0.025
2023-01-17 20:56 R tpch arrow, native, memory_map=False, TPCH-12, scale_factor=0.1, R 0.371 s 0.213
2023-01-17 20:56 R tpch arrow, parquet, memory_map=False, TPCH-12, scale_factor=0.1, R 0.499 s 0.085
2023-01-17 20:57 R tpch arrow, native, memory_map=False, TPCH-12, scale_factor=1, R 0.670 s -0.634
2023-01-17 20:57 R tpch arrow, parquet, memory_map=False, TPCH-12, scale_factor=1, R 3.099 s -0.237
2023-01-17 21:01 R tpch arrow, native, memory_map=False, TPCH-12, scale_factor=10, R 3.753 s -1.217
2023-01-17 21:03 R tpch arrow, parquet, memory_map=False, TPCH-12, scale_factor=10, R 35.502 s -1.085
2023-01-17 21:04 R tpch arrow, native, memory_map=False, TPCH-13, scale_factor=0.01, R 0.219 s 0.752
2023-01-17 21:04 R tpch arrow, native, memory_map=False, TPCH-13, scale_factor=0.1, R 0.408 s -1.049
2023-01-17 21:04 R tpch arrow, parquet, memory_map=False, TPCH-13, scale_factor=0.01, R 0.312 s -0.850
2023-01-17 21:05 R tpch arrow, parquet, memory_map=False, TPCH-13, scale_factor=1, R 1.320 s -0.767
2023-01-17 21:04 R tpch arrow, native, memory_map=False, TPCH-13, scale_factor=1, R 0.836 s -1.448
2023-01-17 21:04 R tpch arrow, parquet, memory_map=False, TPCH-13, scale_factor=0.1, R 0.554 s -0.648
2023-01-17 21:06 R tpch arrow, native, memory_map=False, TPCH-13, scale_factor=10, R 4.806 s -0.895
2023-01-17 21:07 R tpch arrow, native, memory_map=False, TPCH-14, scale_factor=0.01, R 0.261 s -0.396
2023-01-17 21:07 R tpch arrow, parquet, memory_map=False, TPCH-14, scale_factor=0.01, R 0.346 s -0.142
2023-01-17 21:07 R tpch arrow, parquet, memory_map=False, TPCH-13, scale_factor=10, R 15.630 s -0.890
2023-01-17 21:07 R tpch arrow, native, memory_map=False, TPCH-14, scale_factor=0.1, R 0.290 s 0.191
2023-01-17 21:08 R tpch arrow, parquet, memory_map=False, TPCH-14, scale_factor=0.1, R 0.494 s 0.022
2023-01-17 21:08 R tpch arrow, native, memory_map=False, TPCH-14, scale_factor=1, R 0.570 s -0.504
2023-01-17 21:08 R tpch arrow, parquet, memory_map=False, TPCH-14, scale_factor=1, R 2.548 s -0.626
2023-01-17 21:12 R tpch arrow, native, memory_map=False, TPCH-14, scale_factor=10, R 2.378 s -0.331
2023-01-17 21:14 R tpch arrow, parquet, memory_map=False, TPCH-14, scale_factor=10, R 28.755 s -0.363
2023-01-17 21:14 R tpch arrow, parquet, memory_map=False, TPCH-15, scale_factor=0.01, R 0.324 s -0.154
2023-01-17 21:14 R tpch arrow, native, memory_map=False, TPCH-15, scale_factor=0.1, R 0.253 s 0.019
2023-01-17 21:14 R tpch arrow, native, memory_map=False, TPCH-15, scale_factor=0.01, R 0.251 s -0.186
2023-01-17 21:15 R tpch arrow, parquet, memory_map=False, TPCH-15, scale_factor=1, R 0.810 s 0.132
2023-01-17 21:15 R tpch arrow, parquet, memory_map=False, TPCH-15, scale_factor=0.1, R 0.367 s 0.101
2023-01-17 21:19 R tpch arrow, native, memory_map=False, TPCH-15, scale_factor=10, R 0.867 s 0.084
2023-01-17 21:15 R tpch arrow, native, memory_map=False, TPCH-15, scale_factor=1, R 0.300 s 0.376
2023-01-17 21:20 R tpch arrow, native, memory_map=False, TPCH-16, scale_factor=1, R 0.391 s 0.191
2023-01-17 21:22 R tpch arrow, parquet, memory_map=False, TPCH-16, scale_factor=10, R 11.530 s -0.408
2023-01-17 21:19 R tpch arrow, parquet, memory_map=False, TPCH-15, scale_factor=10, R 6.033 s -0.011
2023-01-17 21:20 R tpch arrow, native, memory_map=False, TPCH-16, scale_factor=0.01, R 0.232 s 0.791
2023-01-17 21:20 R tpch arrow, native, memory_map=False, TPCH-16, scale_factor=0.1, R 0.266 s 0.163
2023-01-17 21:20 R tpch arrow, parquet, memory_map=False, TPCH-16, scale_factor=0.01, R 0.307 s 0.361
2023-01-17 21:20 R tpch arrow, parquet, memory_map=False, TPCH-16, scale_factor=0.1, R 0.382 s 0.067
2023-01-17 21:21 R tpch arrow, parquet, memory_map=False, TPCH-16, scale_factor=1, R 0.903 s -0.289
2023-01-17 21:23 R tpch arrow, native, memory_map=False, TPCH-17, scale_factor=1, R 0.321 s 0.071
2023-01-17 21:21 R tpch arrow, native, memory_map=False, TPCH-16, scale_factor=10, R 1.105 s 0.094
2023-01-17 21:22 R tpch arrow, native, memory_map=False, TPCH-17, scale_factor=0.01, R 0.260 s -0.096
2023-01-17 21:22 R tpch arrow, parquet, memory_map=False, TPCH-17, scale_factor=0.01, R 0.345 s -0.099
2023-01-17 21:24 R tpch arrow, parquet, memory_map=False, TPCH-17, scale_factor=1, R 2.718 s 0.027
2023-01-17 21:23 R tpch arrow, native, memory_map=False, TPCH-17, scale_factor=0.1, R 0.267 s 0.044
2023-01-17 21:23 R tpch arrow, parquet, memory_map=False, TPCH-17, scale_factor=0.1, R 0.490 s 0.428
2023-01-17 21:27 R tpch arrow, native, memory_map=False, TPCH-17, scale_factor=10, R 0.920 s 0.050
2023-01-17 21:30 R tpch arrow, native, memory_map=False, TPCH-18, scale_factor=0.1, R 0.254 s 0.342
2023-01-17 21:29 R tpch arrow, parquet, memory_map=False, TPCH-18, scale_factor=0.01, R 0.308 s 0.447
2023-01-17 21:29 R tpch arrow, parquet, memory_map=False, TPCH-17, scale_factor=10, R 31.411 s -0.271
2023-01-17 21:29 R tpch arrow, native, memory_map=False, TPCH-18, scale_factor=0.01, R 0.232 s 0.679
2023-01-17 21:30 R tpch arrow, native, memory_map=False, TPCH-18, scale_factor=1, R 0.513 s 0.345
2023-01-17 21:30 R tpch arrow, parquet, memory_map=False, TPCH-18, scale_factor=0.1, R 0.348 s 0.182
2023-01-17 21:31 R tpch arrow, parquet, memory_map=False, TPCH-18, scale_factor=1, R 0.771 s -0.066
2023-01-17 21:35 R tpch arrow, native, memory_map=False, TPCH-18, scale_factor=10, R 4.816 s -1.131
2023-01-17 21:36 R tpch arrow, native, memory_map=False, TPCH-19, scale_factor=0.01, R 0.316 s -0.007
2023-01-17 21:36 R tpch arrow, parquet, memory_map=False, TPCH-18, scale_factor=10, R 13.297 s -0.924
2023-01-17 21:36 R tpch arrow, parquet, memory_map=False, TPCH-19, scale_factor=0.01, R 0.403 s -0.139
2023-01-17 21:37 R tpch arrow, parquet, memory_map=False, TPCH-19, scale_factor=0.1, R 0.608 s -0.111
2023-01-17 21:37 R tpch arrow, native, memory_map=False, TPCH-19, scale_factor=0.1, R 0.504 s 0.311
2023-01-17 21:37 R tpch arrow, native, memory_map=False, TPCH-19, scale_factor=1, R 1.168 s 0.360
2023-01-17 21:38 R tpch arrow, parquet, memory_map=False, TPCH-19, scale_factor=1, R 3.071 s -0.210
2023-01-17 21:42 R tpch arrow, native, memory_map=False, TPCH-19, scale_factor=10, R 8.706 s 0.516
2023-01-17 21:43 R tpch arrow, parquet, memory_map=False, TPCH-19, scale_factor=10, R 30.856 s -0.147
2023-01-17 21:44 R tpch arrow, native, memory_map=False, TPCH-20, scale_factor=0.01, R 0.304 s 0.110
2023-01-17 21:44 R tpch arrow, parquet, memory_map=False, TPCH-20, scale_factor=0.01, R 0.401 s 0.167
2023-01-17 21:44 R tpch arrow, native, memory_map=False, TPCH-20, scale_factor=0.1, R 0.306 s 0.129
2023-01-17 21:44 R tpch arrow, parquet, memory_map=False, TPCH-20, scale_factor=0.1, R 0.528 s 0.192
2023-01-17 21:45 R tpch arrow, parquet, memory_map=False, TPCH-20, scale_factor=1, R 3.350 s 0.285
2023-01-17 21:45 R tpch arrow, native, memory_map=False, TPCH-20, scale_factor=1, R 0.355 s 0.261
2023-01-17 21:49 R tpch arrow, native, memory_map=False, TPCH-20, scale_factor=10, R 0.904 s 0.764
2023-01-17 21:51 R tpch arrow, parquet, memory_map=False, TPCH-20, scale_factor=10, R 36.753 s -0.684
2023-01-17 21:52 R tpch arrow, native, memory_map=False, TPCH-21, scale_factor=0.01, R 0.451 s 0.099
2023-01-17 21:52 R tpch arrow, parquet, memory_map=False, TPCH-21, scale_factor=0.01, R 0.538 s 0.332
2023-01-17 21:52 R tpch arrow, parquet, memory_map=False, TPCH-21, scale_factor=0.1, R 0.972 s -0.191
2023-01-17 21:52 R tpch arrow, native, memory_map=False, TPCH-21, scale_factor=0.1, R 0.843 s -0.167
2023-01-17 21:53 R tpch arrow, parquet, memory_map=False, TPCH-21, scale_factor=1, R 4.997 s 0.301
2023-01-17 21:53 R tpch arrow, native, memory_map=False, TPCH-21, scale_factor=1, R 3.681 s -0.214
2023-01-17 22:00 R tpch arrow, native, memory_map=False, TPCH-21, scale_factor=10, R 41.921 s -1.431
2023-01-17 22:03 R tpch arrow, parquet, memory_map=False, TPCH-21, scale_factor=10, R 56.532 s -1.444
2023-01-17 22:03 R tpch arrow, native, memory_map=False, TPCH-22, scale_factor=0.01, R 0.233 s 0.533
2023-01-17 22:04 R tpch arrow, parquet, memory_map=False, TPCH-22, scale_factor=0.01, R 0.312 s -0.072
2023-01-17 22:04 R tpch arrow, parquet, memory_map=False, TPCH-22, scale_factor=0.1, R 0.351 s 0.002
2023-01-17 22:04 R tpch arrow, native, memory_map=False, TPCH-22, scale_factor=0.1, R 0.241 s 0.218
2023-01-17 22:04 R tpch arrow, native, memory_map=False, TPCH-22, scale_factor=1, R 0.269 s 0.433
2023-01-17 22:04 R tpch arrow, parquet, memory_map=False, TPCH-22, scale_factor=1, R 0.734 s -0.104
2023-01-17 22:06 R tpch arrow, parquet, memory_map=False, TPCH-22, scale_factor=10, R 11.115 s -0.393
2023-01-17 22:05 R tpch arrow, native, memory_map=False, TPCH-22, scale_factor=10, R 0.395 s 0.499