Benchmarks
Date Lang Batch Benchmark Mean Z-Score Error
2023-01-18 08:57 R tpch arrow, parquet, memory_map=False, TPCH-01, scale_factor=0.01, R 0.290 s 0.845
2023-01-18 08:57 R tpch arrow, native, memory_map=False, TPCH-01, scale_factor=0.01, R 0.224 s 0.876
2023-01-18 08:57 R tpch arrow, native, memory_map=False, TPCH-01, scale_factor=0.1, R 0.228 s 1.247
2023-01-18 08:57 R tpch arrow, parquet, memory_map=False, TPCH-01, scale_factor=0.1, R 0.352 s 0.800
2023-01-18 08:59 R tpch arrow, native, memory_map=False, TPCH-01, scale_factor=1, R 0.328 s 1.391
2023-01-18 08:59 R tpch arrow, parquet, memory_map=False, TPCH-01, scale_factor=1, R 0.780 s 0.907
2023-01-18 09:07 R tpch arrow, native, memory_map=False, TPCH-01, scale_factor=10, R 1.378 s 0.450
2023-01-18 09:09 R tpch arrow, parquet, memory_map=False, TPCH-01, scale_factor=10, R 5.403 s 0.997
2023-01-18 09:09 R tpch arrow, native, memory_map=False, TPCH-02, scale_factor=0.01, R 0.322 s 0.216
2023-01-18 09:09 R tpch arrow, parquet, memory_map=False, TPCH-02, scale_factor=0.01, R 0.394 s 0.467
2023-01-18 09:10 R tpch arrow, native, memory_map=False, TPCH-02, scale_factor=0.1, R 0.331 s 0.374
2023-01-18 09:10 R tpch arrow, parquet, memory_map=False, TPCH-02, scale_factor=0.1, R 0.408 s 0.527
2023-01-18 09:10 R tpch arrow, parquet, memory_map=False, TPCH-02, scale_factor=1, R 0.536 s 0.282
2023-01-18 09:10 R tpch arrow, native, memory_map=False, TPCH-02, scale_factor=1, R 0.405 s 0.459
2023-01-18 09:11 R tpch arrow, native, memory_map=False, TPCH-02, scale_factor=10, R 0.923 s -0.217
2023-01-18 09:12 R tpch arrow, parquet, memory_map=False, TPCH-03, scale_factor=0.01, R 0.324 s 0.599
2023-01-18 09:12 R tpch arrow, parquet, memory_map=False, TPCH-02, scale_factor=10, R 1.409 s 0.814
2023-01-18 09:13 R tpch arrow, parquet, memory_map=False, TPCH-03, scale_factor=0.1, R 0.364 s 0.799
2023-01-18 09:12 R tpch arrow, native, memory_map=False, TPCH-03, scale_factor=0.01, R 0.263 s 0.701
2023-01-18 09:12 R tpch arrow, native, memory_map=False, TPCH-03, scale_factor=0.1, R 0.270 s 0.833
2023-01-18 09:13 R tpch arrow, native, memory_map=False, TPCH-03, scale_factor=1, R 0.368 s 0.665
2023-01-18 09:13 R tpch arrow, parquet, memory_map=False, TPCH-03, scale_factor=1, R 0.786 s 0.002
2023-01-18 09:19 R tpch arrow, native, memory_map=False, TPCH-04, scale_factor=0.1, R 0.245 s 0.271
2023-01-18 09:19 R tpch arrow, native, memory_map=False, TPCH-04, scale_factor=0.01, R 0.238 s -0.140
2023-01-18 09:18 R tpch arrow, native, memory_map=False, TPCH-03, scale_factor=10, R 1.269 s 0.874
2023-01-18 09:19 R tpch arrow, parquet, memory_map=False, TPCH-03, scale_factor=10, R 7.335 s 0.749
2023-01-18 09:19 R tpch arrow, parquet, memory_map=False, TPCH-04, scale_factor=0.1, R 0.318 s -0.121
2023-01-18 09:20 R tpch arrow, parquet, memory_map=False, TPCH-04, scale_factor=1, R 0.454 s 0.199
2023-01-18 09:19 R tpch arrow, parquet, memory_map=False, TPCH-04, scale_factor=0.01, R 0.301 s -0.077
2023-01-18 09:20 R tpch arrow, native, memory_map=False, TPCH-04, scale_factor=1, R 0.338 s 0.514
2023-01-18 09:25 R tpch arrow, parquet, memory_map=False, TPCH-04, scale_factor=10, R 3.570 s 0.048
2023-01-18 09:25 R tpch arrow, native, memory_map=False, TPCH-05, scale_factor=0.1, R 0.307 s 0.550
2023-01-18 09:24 R tpch arrow, native, memory_map=False, TPCH-04, scale_factor=10, R 1.252 s 0.596
2023-01-18 09:26 R tpch arrow, parquet, memory_map=False, TPCH-05, scale_factor=0.1, R 0.428 s 0.492
2023-01-18 09:32 R tpch arrow, parquet, memory_map=False, TPCH-06, scale_factor=0.01, R 0.267 s -0.118
2023-01-18 09:26 R tpch arrow, parquet, memory_map=False, TPCH-05, scale_factor=1, R 0.845 s 0.278
2023-01-18 09:32 R tpch arrow, parquet, memory_map=False, TPCH-06, scale_factor=0.1, R 0.307 s 0.059
2023-01-18 09:37 R tpch arrow, native, memory_map=False, TPCH-07, scale_factor=0.01, R 0.331 s 0.517
2023-01-18 09:37 R tpch arrow, native, memory_map=False, TPCH-07, scale_factor=0.1, R 0.340 s 0.104
2023-01-18 09:36 R tpch arrow, native, memory_map=False, TPCH-06, scale_factor=10, R 0.507 s 0.270
2023-01-18 09:26 R tpch arrow, native, memory_map=False, TPCH-05, scale_factor=1, R 0.379 s 0.865
2023-01-18 09:31 R tpch arrow, parquet, memory_map=False, TPCH-05, scale_factor=10, R 8.243 s -4.093
2023-01-18 09:33 R tpch arrow, parquet, memory_map=False, TPCH-06, scale_factor=1, R 0.710 s -0.142
2023-01-18 09:37 R tpch arrow, parquet, memory_map=False, TPCH-07, scale_factor=0.01, R 0.410 s 0.347
2023-01-18 09:38 R tpch arrow, parquet, memory_map=False, TPCH-07, scale_factor=1, R 0.880 s -0.062
2023-01-18 09:44 R tpch arrow, parquet, memory_map=False, TPCH-08, scale_factor=0.01, R 0.476 s -0.005
2023-01-18 09:25 R tpch arrow, native, memory_map=False, TPCH-05, scale_factor=0.01, R 0.299 s 0.394
2023-01-18 09:25 R tpch arrow, parquet, memory_map=False, TPCH-05, scale_factor=0.01, R 0.382 s 0.354
2023-01-18 09:31 R tpch arrow, native, memory_map=False, TPCH-05, scale_factor=10, R 0.916 s -0.507
2023-01-18 09:31 R tpch arrow, native, memory_map=False, TPCH-06, scale_factor=0.01, R 0.196 s -0.004
2023-01-18 09:32 R tpch arrow, native, memory_map=False, TPCH-06, scale_factor=0.1, R 0.195 s 0.212
2023-01-18 09:32 R tpch arrow, native, memory_map=False, TPCH-06, scale_factor=1, R 0.224 s 0.323
2023-01-18 09:37 R tpch arrow, parquet, memory_map=False, TPCH-06, scale_factor=10, R 5.091 s -1.151
2023-01-18 09:38 R tpch arrow, native, memory_map=False, TPCH-07, scale_factor=1, R 0.418 s 0.600
2023-01-18 09:44 R tpch arrow, native, memory_map=False, TPCH-08, scale_factor=0.1, R 0.385 s 0.491
2023-01-18 09:49 R tpch arrow, native, memory_map=False, TPCH-08, scale_factor=10, R 0.801 s 0.693
2023-01-18 09:50 R tpch arrow, parquet, memory_map=False, TPCH-08, scale_factor=10, R 10.080 s -0.931
2023-01-18 09:51 R tpch arrow, parquet, memory_map=False, TPCH-09, scale_factor=0.1, R 0.459 s 0.225
2023-01-18 09:43 R tpch arrow, native, memory_map=False, TPCH-07, scale_factor=10, R 1.073 s 0.836
2023-01-18 09:45 R tpch arrow, native, memory_map=False, TPCH-08, scale_factor=1, R 0.429 s 0.405
2023-01-18 09:50 R tpch arrow, parquet, memory_map=False, TPCH-09, scale_factor=0.01, R 0.401 s 0.036
2023-01-18 09:51 R tpch arrow, native, memory_map=False, TPCH-09, scale_factor=1, R 0.533 s -0.350
2023-01-18 09:37 R tpch arrow, parquet, memory_map=False, TPCH-07, scale_factor=0.1, R 0.451 s 0.638
2023-01-18 09:43 R tpch arrow, native, memory_map=False, TPCH-08, scale_factor=0.01, R 0.379 s 0.220
2023-01-18 09:45 R tpch arrow, parquet, memory_map=False, TPCH-08, scale_factor=1, R 0.930 s 0.009
2023-01-18 09:50 R tpch arrow, native, memory_map=False, TPCH-09, scale_factor=0.01, R 0.318 s -0.007
2023-01-18 09:43 R tpch arrow, parquet, memory_map=False, TPCH-07, scale_factor=10, R 8.611 s -0.581
2023-01-18 09:50 R tpch arrow, native, memory_map=False, TPCH-09, scale_factor=0.1, R 0.346 s 0.355
2023-01-18 09:44 R tpch arrow, parquet, memory_map=False, TPCH-08, scale_factor=0.1, R 0.518 s 0.216
2023-01-18 09:52 R tpch arrow, parquet, memory_map=False, TPCH-09, scale_factor=1, R 1.000 s 0.342
2023-01-18 09:56 R tpch arrow, native, memory_map=False, TPCH-09, scale_factor=10, R 1.356 s 0.346
2023-01-18 09:57 R tpch arrow, parquet, memory_map=False, TPCH-09, scale_factor=10, R 11.544 s -0.920
2023-01-18 09:58 R tpch arrow, parquet, memory_map=False, TPCH-10, scale_factor=0.01, R 0.369 s 0.174
2023-01-18 09:57 R tpch arrow, native, memory_map=False, TPCH-10, scale_factor=0.01, R 0.299 s -0.181
2023-01-18 09:58 R tpch arrow, parquet, memory_map=False, TPCH-10, scale_factor=0.1, R 0.419 s 0.173
2023-01-18 09:58 R tpch arrow, native, memory_map=False, TPCH-10, scale_factor=0.1, R 0.304 s 0.202
2023-01-18 09:59 R tpch arrow, parquet, memory_map=False, TPCH-10, scale_factor=1, R 0.860 s 0.070
2023-01-18 09:59 R tpch arrow, native, memory_map=False, TPCH-10, scale_factor=1, R 0.390 s 0.189
2023-01-18 10:03 R tpch arrow, native, memory_map=False, TPCH-10, scale_factor=10, R 1.154 s 0.233
2023-01-18 10:04 R tpch arrow, parquet, memory_map=False, TPCH-10, scale_factor=10, R 9.094 s -0.317
2023-01-18 10:04 R tpch arrow, native, memory_map=False, TPCH-11, scale_factor=0.01, R 0.249 s 0.384
2023-01-18 10:04 R tpch arrow, native, memory_map=False, TPCH-11, scale_factor=0.1, R 0.278 s -0.007
2023-01-18 10:04 R tpch arrow, parquet, memory_map=False, TPCH-11, scale_factor=0.01, R 0.330 s 0.089
2023-01-18 10:05 R tpch arrow, parquet, memory_map=False, TPCH-11, scale_factor=0.1, R 0.418 s -0.764
2023-01-18 10:05 R tpch arrow, native, memory_map=False, TPCH-11, scale_factor=1, R 0.397 s 0.210
2023-01-18 10:05 R tpch arrow, parquet, memory_map=False, TPCH-11, scale_factor=1, R 1.063 s -1.474
2023-01-18 10:06 R tpch arrow, native, memory_map=False, TPCH-11, scale_factor=10, R 1.061 s 1.018
2023-01-18 10:06 R tpch arrow, parquet, memory_map=False, TPCH-11, scale_factor=10, R 10.729 s -0.000
2023-01-18 10:07 R tpch arrow, native, memory_map=False, TPCH-12, scale_factor=0.01, R 0.246 s 0.053
2023-01-18 10:07 R tpch arrow, native, memory_map=False, TPCH-12, scale_factor=0.1, R 0.373 s 0.023
2023-01-18 10:07 R tpch arrow, parquet, memory_map=False, TPCH-12, scale_factor=0.01, R 0.328 s 0.040
2023-01-18 10:07 R tpch arrow, parquet, memory_map=False, TPCH-12, scale_factor=0.1, R 0.504 s -0.275
2023-01-18 10:08 R tpch arrow, native, memory_map=False, TPCH-12, scale_factor=1, R 0.669 s -0.526
2023-01-18 10:08 R tpch arrow, parquet, memory_map=False, TPCH-12, scale_factor=1, R 3.117 s -0.865
2023-01-18 10:12 R tpch arrow, native, memory_map=False, TPCH-12, scale_factor=10, R 3.726 s -0.778
2023-01-18 10:15 R tpch arrow, parquet, memory_map=False, TPCH-13, scale_factor=0.01, R 0.306 s -0.232
2023-01-18 10:15 R tpch arrow, parquet, memory_map=False, TPCH-13, scale_factor=0.1, R 0.545 s -0.025
2023-01-18 10:18 R tpch arrow, native, memory_map=False, TPCH-14, scale_factor=0.01, R 0.262 s -0.533
2023-01-18 10:18 R tpch arrow, native, memory_map=False, TPCH-14, scale_factor=0.1, R 0.295 s -0.549
2023-01-18 10:15 R tpch arrow, native, memory_map=False, TPCH-13, scale_factor=0.1, R 0.397 s 0.347
2023-01-18 10:15 R tpch arrow, native, memory_map=False, TPCH-13, scale_factor=1, R 0.818 s -0.168
2023-01-18 10:18 R tpch arrow, parquet, memory_map=False, TPCH-14, scale_factor=0.01, R 0.350 s -0.560
2023-01-18 10:30 R tpch arrow, native, memory_map=False, TPCH-15, scale_factor=10, R 0.873 s -0.352
2023-01-18 10:34 R tpch arrow, native, memory_map=False, TPCH-17, scale_factor=0.1, R 0.268 s -0.125
2023-01-18 10:26 R tpch arrow, parquet, memory_map=False, TPCH-15, scale_factor=0.1, R 0.370 s -0.220
2023-01-18 10:33 R tpch arrow, parquet, memory_map=False, TPCH-17, scale_factor=0.01, R 0.343 s 0.028
2023-01-18 10:34 R tpch arrow, native, memory_map=False, TPCH-17, scale_factor=1, R 0.324 s -0.463
2023-01-18 10:14 R tpch arrow, parquet, memory_map=False, TPCH-12, scale_factor=10, R 35.528 s -1.078
2023-01-18 10:16 R tpch arrow, parquet, memory_map=False, TPCH-13, scale_factor=1, R 1.295 s -0.061
2023-01-18 10:15 R tpch arrow, native, memory_map=False, TPCH-13, scale_factor=0.01, R 0.223 s -0.060
2023-01-18 10:17 R tpch arrow, native, memory_map=False, TPCH-13, scale_factor=10, R 4.750 s -0.268
2023-01-18 10:18 R tpch arrow, parquet, memory_map=False, TPCH-13, scale_factor=10, R 15.551 s -0.170
2023-01-18 10:19 R tpch arrow, parquet, memory_map=False, TPCH-14, scale_factor=0.1, R 0.489 s 0.203
2023-01-18 10:26 R tpch arrow, parquet, memory_map=False, TPCH-15, scale_factor=1, R 0.820 s -0.272
2023-01-18 10:26 R tpch arrow, native, memory_map=False, TPCH-15, scale_factor=1, R 0.302 s -0.022
2023-01-18 10:30 R tpch arrow, native, memory_map=False, TPCH-16, scale_factor=0.01, R 0.235 s 0.174
2023-01-18 10:33 R tpch arrow, parquet, memory_map=False, TPCH-16, scale_factor=10, R 11.497 s 0.225
2023-01-18 10:19 R tpch arrow, native, memory_map=False, TPCH-14, scale_factor=1, R 0.566 s -0.111
2023-01-18 10:31 R tpch arrow, parquet, memory_map=False, TPCH-16, scale_factor=1, R 0.892 s -0.043
2023-01-18 10:32 R tpch arrow, native, memory_map=False, TPCH-16, scale_factor=10, R 1.093 s 0.542
2023-01-18 10:33 R tpch arrow, native, memory_map=False, TPCH-17, scale_factor=0.01, R 0.260 s -0.074
2023-01-18 10:23 R tpch arrow, native, memory_map=False, TPCH-14, scale_factor=10, R 2.389 s -0.486
2023-01-18 10:25 R tpch arrow, native, memory_map=False, TPCH-15, scale_factor=0.1, R 0.252 s 0.167
2023-01-18 10:31 R tpch arrow, native, memory_map=False, TPCH-16, scale_factor=0.1, R 0.264 s 0.285
2023-01-18 10:31 R tpch arrow, parquet, memory_map=False, TPCH-16, scale_factor=0.1, R 0.381 s 0.101
2023-01-18 10:19 R tpch arrow, parquet, memory_map=False, TPCH-14, scale_factor=1, R 2.534 s 0.123
2023-01-18 10:25 R tpch arrow, parquet, memory_map=False, TPCH-14, scale_factor=10, R 28.846 s -0.893
2023-01-18 10:25 R tpch arrow, parquet, memory_map=False, TPCH-15, scale_factor=0.01, R 0.321 s 0.092
2023-01-18 10:34 R tpch arrow, parquet, memory_map=False, TPCH-17, scale_factor=0.1, R 0.507 s -0.401
2023-01-18 10:25 R tpch arrow, native, memory_map=False, TPCH-15, scale_factor=0.01, R 0.250 s 0.018
2023-01-18 10:31 R tpch arrow, parquet, memory_map=False, TPCH-16, scale_factor=0.01, R 0.311 s -0.162
2023-01-18 10:35 R tpch arrow, parquet, memory_map=False, TPCH-17, scale_factor=1, R 2.703 s 0.480
2023-01-18 10:30 R tpch arrow, parquet, memory_map=False, TPCH-15, scale_factor=10, R 6.219 s -1.902
2023-01-18 10:31 R tpch arrow, native, memory_map=False, TPCH-16, scale_factor=1, R 0.385 s 0.907
2023-01-18 10:38 R tpch arrow, native, memory_map=False, TPCH-17, scale_factor=10, R 0.922 s -0.186
2023-01-18 10:40 R tpch arrow, parquet, memory_map=False, TPCH-17, scale_factor=10, R 31.292 s 0.302
2023-01-18 10:40 R tpch arrow, native, memory_map=False, TPCH-18, scale_factor=0.01, R 0.234 s 0.021
2023-01-18 10:41 R tpch arrow, parquet, memory_map=False, TPCH-18, scale_factor=0.1, R 0.352 s -0.078
2023-01-18 10:40 R tpch arrow, parquet, memory_map=False, TPCH-18, scale_factor=0.01, R 0.316 s -0.525
2023-01-18 10:41 R tpch arrow, native, memory_map=False, TPCH-18, scale_factor=0.1, R 0.253 s 0.413
2023-01-18 10:41 R tpch arrow, native, memory_map=False, TPCH-18, scale_factor=1, R 0.522 s -0.192
2023-01-18 10:42 R tpch arrow, parquet, memory_map=False, TPCH-18, scale_factor=1, R 0.778 s -0.319
2023-01-18 10:46 R tpch arrow, native, memory_map=False, TPCH-18, scale_factor=10, R 4.878 s -1.552
2023-01-18 10:47 R tpch arrow, parquet, memory_map=False, TPCH-18, scale_factor=10, R 13.298 s -0.832
2023-01-18 10:47 R tpch arrow, native, memory_map=False, TPCH-19, scale_factor=0.01, R 0.318 s -0.414
2023-01-18 10:48 R tpch arrow, native, memory_map=False, TPCH-19, scale_factor=0.1, R 0.507 s -0.116
2023-01-18 10:47 R tpch arrow, parquet, memory_map=False, TPCH-19, scale_factor=0.01, R 0.402 s -0.148
2023-01-18 10:48 R tpch arrow, parquet, memory_map=False, TPCH-19, scale_factor=0.1, R 0.605 s 0.043
2023-01-18 10:48 R tpch arrow, native, memory_map=False, TPCH-19, scale_factor=1, R 1.174 s 0.186
2023-01-18 10:49 R tpch arrow, parquet, memory_map=False, TPCH-19, scale_factor=1, R 3.075 s -0.312
2023-01-18 10:53 R tpch arrow, native, memory_map=False, TPCH-19, scale_factor=10, R 8.748 s 0.319
2023-01-18 10:55 R tpch arrow, native, memory_map=False, TPCH-20, scale_factor=0.01, R 0.308 s -0.721
2023-01-18 10:54 R tpch arrow, parquet, memory_map=False, TPCH-19, scale_factor=10, R 30.884 s -0.233
2023-01-18 10:55 R tpch arrow, parquet, memory_map=False, TPCH-20, scale_factor=0.01, R 0.403 s -0.144
2023-01-18 10:55 R tpch arrow, parquet, memory_map=False, TPCH-20, scale_factor=0.1, R 0.538 s -0.433
2023-01-18 10:55 R tpch arrow, native, memory_map=False, TPCH-20, scale_factor=0.1, R 0.306 s 0.090
2023-01-18 10:56 R tpch arrow, native, memory_map=False, TPCH-20, scale_factor=1, R 0.355 s 0.155
2023-01-18 10:56 R tpch arrow, parquet, memory_map=False, TPCH-20, scale_factor=1, R 3.371 s -0.476
2023-01-18 11:00 R tpch arrow, native, memory_map=False, TPCH-20, scale_factor=10, R 0.907 s 0.371
2023-01-18 11:02 R tpch arrow, parquet, memory_map=False, TPCH-20, scale_factor=10, R 36.820 s -1.026
2023-01-18 11:03 R tpch arrow, parquet, memory_map=False, TPCH-21, scale_factor=0.01, R 0.536 s 0.385
2023-01-18 11:03 R tpch arrow, native, memory_map=False, TPCH-21, scale_factor=0.1, R 0.836 s 0.210
2023-01-18 11:03 R tpch arrow, native, memory_map=False, TPCH-21, scale_factor=0.01, R 0.450 s 0.142
2023-01-18 11:03 R tpch arrow, parquet, memory_map=False, TPCH-21, scale_factor=0.1, R 0.968 s -0.041
2023-01-18 11:04 R tpch arrow, parquet, memory_map=False, TPCH-21, scale_factor=1, R 4.969 s 0.735
2023-01-18 11:04 R tpch arrow, native, memory_map=False, TPCH-21, scale_factor=1, R 3.646 s 0.166
2023-01-18 11:11 R tpch arrow, native, memory_map=False, TPCH-21, scale_factor=10, R 41.164 s -0.265
2023-01-18 11:14 R tpch arrow, parquet, memory_map=False, TPCH-21, scale_factor=10, R 56.209 s -0.807
2023-01-18 11:14 R tpch arrow, native, memory_map=False, TPCH-22, scale_factor=0.01, R 0.237 s -0.098
2023-01-18 11:15 R tpch arrow, native, memory_map=False, TPCH-22, scale_factor=1, R 0.271 s 0.145
2023-01-18 11:15 R tpch arrow, parquet, memory_map=False, TPCH-22, scale_factor=0.01, R 0.310 s 0.078
2023-01-18 11:15 R tpch arrow, native, memory_map=False, TPCH-22, scale_factor=0.1, R 0.242 s 0.007
2023-01-18 11:15 R tpch arrow, parquet, memory_map=False, TPCH-22, scale_factor=1, R 0.726 s 0.086
2023-01-18 11:15 R tpch arrow, parquet, memory_map=False, TPCH-22, scale_factor=0.1, R 0.346 s 0.334
2023-01-18 11:16 R tpch arrow, native, memory_map=False, TPCH-22, scale_factor=10, R 0.395 s 0.566
2023-01-18 11:17 R tpch arrow, parquet, memory_map=False, TPCH-22, scale_factor=10, R 11.120 s -0.476