Benchmarks
Date Lang Batch Benchmark Mean Z-Score Error
2022-11-17 04:43 R tpch arrow, parquet, memory_map=False, TPCH-01, scale_factor=0.01, R 0.291 s 0.226
2022-11-17 04:44 R tpch arrow, native, memory_map=False, TPCH-01, scale_factor=0.1, R 0.228 s 0.528
2022-11-17 04:43 R tpch arrow, native, memory_map=False, TPCH-01, scale_factor=0.01, R 0.221 s 0.360
2022-11-17 04:44 R tpch arrow, parquet, memory_map=False, TPCH-01, scale_factor=0.1, R 0.350 s 0.489
2022-11-17 04:45 R tpch arrow, native, memory_map=False, TPCH-01, scale_factor=1, R 0.332 s 0.426
2022-11-17 04:45 R tpch arrow, parquet, memory_map=False, TPCH-01, scale_factor=1, R 0.791 s 0.411
2022-11-17 04:56 R tpch arrow, parquet, memory_map=False, TPCH-02, scale_factor=0.01, R 0.401 s -0.289
2022-11-17 05:07 R tpch arrow, native, memory_map=False, TPCH-04, scale_factor=1, R 0.339 s -0.235
2022-11-17 04:56 R tpch arrow, parquet, memory_map=False, TPCH-01, scale_factor=10, R 5.455 s 0.781
2022-11-17 04:59 R tpch arrow, parquet, memory_map=False, TPCH-02, scale_factor=10, R 1.415 s 0.284
2022-11-17 04:54 R tpch arrow, native, memory_map=False, TPCH-01, scale_factor=10, R 1.423 s -1.232
2022-11-17 04:56 R tpch arrow, native, memory_map=False, TPCH-02, scale_factor=0.01, R 0.327 s -0.470
2022-11-17 04:57 R tpch arrow, parquet, memory_map=False, TPCH-02, scale_factor=1, R 0.527 s 0.490
2022-11-17 05:05 R tpch arrow, parquet, memory_map=False, TPCH-03, scale_factor=10, R 7.344 s 0.758
2022-11-17 05:06 R tpch arrow, native, memory_map=False, TPCH-04, scale_factor=0.01, R 0.234 s -0.342
2022-11-17 05:00 R tpch arrow, native, memory_map=False, TPCH-03, scale_factor=1, R 0.369 s 0.106
2022-11-17 04:59 R tpch arrow, parquet, memory_map=False, TPCH-03, scale_factor=0.1, R 0.369 s 0.010
2022-11-17 05:00 R tpch arrow, parquet, memory_map=False, TPCH-03, scale_factor=1, R 0.787 s -0.369
2022-11-17 05:06 R tpch arrow, parquet, memory_map=False, TPCH-04, scale_factor=0.1, R 0.313 s -0.231
2022-11-17 05:12 R tpch arrow, parquet, memory_map=False, TPCH-05, scale_factor=0.01, R 0.385 s -0.356
2022-11-17 04:59 R tpch arrow, native, memory_map=False, TPCH-03, scale_factor=0.1, R 0.272 s 0.033
2022-11-17 05:05 R tpch arrow, native, memory_map=False, TPCH-03, scale_factor=10, R 1.282 s 0.569
2022-11-17 05:06 R tpch arrow, native, memory_map=False, TPCH-04, scale_factor=0.1, R 0.242 s -0.098
2022-11-17 05:11 R tpch arrow, native, memory_map=False, TPCH-04, scale_factor=10, R 1.246 s 0.420
2022-11-17 04:57 R tpch arrow, native, memory_map=False, TPCH-02, scale_factor=0.1, R 0.333 s -0.129
2022-11-17 04:57 R tpch arrow, native, memory_map=False, TPCH-02, scale_factor=1, R 0.408 s -0.213
2022-11-17 04:57 R tpch arrow, parquet, memory_map=False, TPCH-02, scale_factor=0.1, R 0.413 s -0.138
2022-11-17 04:59 R tpch arrow, native, memory_map=False, TPCH-03, scale_factor=0.01, R 0.265 s -0.053
2022-11-17 05:12 R tpch arrow, native, memory_map=False, TPCH-05, scale_factor=0.1, R 0.311 s -0.284
2022-11-17 04:58 R tpch arrow, native, memory_map=False, TPCH-02, scale_factor=10, R 0.905 s 0.320
2022-11-17 05:07 R tpch arrow, parquet, memory_map=False, TPCH-04, scale_factor=1, R 0.463 s -0.712
2022-11-17 04:59 R tpch arrow, parquet, memory_map=False, TPCH-03, scale_factor=0.01, R 0.326 s -0.012
2022-11-17 05:12 R tpch arrow, native, memory_map=False, TPCH-05, scale_factor=0.01, R 0.306 s -0.750
2022-11-17 05:06 R tpch arrow, parquet, memory_map=False, TPCH-04, scale_factor=0.01, R 0.301 s -0.467
2022-11-17 05:12 R tpch arrow, parquet, memory_map=False, TPCH-05, scale_factor=0.1, R 0.435 s -0.454
2022-11-17 05:12 R tpch arrow, parquet, memory_map=False, TPCH-04, scale_factor=10, R 3.558 s -0.019
2022-11-17 05:13 R tpch arrow, native, memory_map=False, TPCH-05, scale_factor=1, R 0.390 s -0.841
2022-11-17 05:13 R tpch arrow, parquet, memory_map=False, TPCH-05, scale_factor=1, R 0.866 s -0.630
2022-11-17 05:23 R tpch arrow, native, memory_map=False, TPCH-06, scale_factor=10, R 0.508 s -0.928
2022-11-17 05:30 R tpch arrow, native, memory_map=False, TPCH-08, scale_factor=0.01, R 0.379 s -0.225
2022-11-17 05:18 R tpch arrow, native, memory_map=False, TPCH-05, scale_factor=10, R 0.903 s -0.307
2022-11-17 05:18 R tpch arrow, parquet, memory_map=False, TPCH-05, scale_factor=10, R 8.115 s -0.163
2022-11-17 05:18 R tpch arrow, native, memory_map=False, TPCH-06, scale_factor=0.01, R 0.193 s -0.111
2022-11-17 05:18 R tpch arrow, parquet, memory_map=False, TPCH-06, scale_factor=0.01, R 0.270 s -0.633
2022-11-17 05:19 R tpch arrow, parquet, memory_map=False, TPCH-06, scale_factor=0.1, R 0.310 s -0.519
2022-11-17 05:24 R tpch arrow, native, memory_map=False, TPCH-07, scale_factor=0.01, R 0.333 s -0.151
2022-11-17 05:25 R tpch arrow, parquet, memory_map=False, TPCH-07, scale_factor=1, R 0.893 s -0.731
2022-11-17 05:24 R tpch arrow, native, memory_map=False, TPCH-07, scale_factor=0.1, R 0.341 s -0.385
2022-11-17 05:31 R tpch arrow, native, memory_map=False, TPCH-08, scale_factor=0.1, R 0.384 s -0.078
2022-11-17 05:24 R tpch arrow, parquet, memory_map=False, TPCH-07, scale_factor=0.1, R 0.464 s -0.493
2022-11-17 05:30 R tpch arrow, parquet, memory_map=False, TPCH-08, scale_factor=0.01, R 0.475 s -0.628
2022-11-17 05:20 R tpch arrow, parquet, memory_map=False, TPCH-06, scale_factor=1, R 0.712 s -0.348
2022-11-17 05:25 R tpch arrow, native, memory_map=False, TPCH-07, scale_factor=1, R 0.420 s -0.266
2022-11-17 05:19 R tpch arrow, native, memory_map=False, TPCH-06, scale_factor=0.1, R 0.194 s -0.188
2022-11-17 05:19 R tpch arrow, native, memory_map=False, TPCH-06, scale_factor=1, R 0.224 s -0.348
2022-11-17 05:24 R tpch arrow, parquet, memory_map=False, TPCH-06, scale_factor=10, R 5.046 s -0.053
2022-11-17 05:24 R tpch arrow, parquet, memory_map=False, TPCH-07, scale_factor=0.01, R 0.420 s -0.645
2022-11-17 05:29 R tpch arrow, native, memory_map=False, TPCH-07, scale_factor=10, R 1.063 s 0.555
2022-11-17 05:31 R tpch arrow, native, memory_map=False, TPCH-08, scale_factor=1, R 0.428 s -0.276
2022-11-17 05:30 R tpch arrow, parquet, memory_map=False, TPCH-07, scale_factor=10, R 8.612 s 0.278
2022-11-17 05:31 R tpch arrow, parquet, memory_map=False, TPCH-08, scale_factor=0.1, R 0.525 s -0.806
2022-11-17 05:32 R tpch arrow, parquet, memory_map=False, TPCH-08, scale_factor=1, R 0.940 s -0.646
2022-11-17 05:36 R tpch arrow, native, memory_map=False, TPCH-08, scale_factor=10, R 0.799 s 0.160
2022-11-17 05:37 R tpch arrow, native, memory_map=False, TPCH-09, scale_factor=0.01, R 0.314 s 0.235
2022-11-17 05:37 R tpch arrow, parquet, memory_map=False, TPCH-08, scale_factor=10, R 10.068 s 0.144
2022-11-17 05:37 R tpch arrow, native, memory_map=False, TPCH-09, scale_factor=0.1, R 0.345 s 0.110
2022-11-17 05:38 R tpch arrow, parquet, memory_map=False, TPCH-09, scale_factor=1, R 1.015 s -0.421
2022-11-17 05:37 R tpch arrow, parquet, memory_map=False, TPCH-09, scale_factor=0.01, R 0.401 s -0.275
2022-11-17 05:38 R tpch arrow, native, memory_map=False, TPCH-09, scale_factor=1, R 0.527 s -0.058
2022-11-17 05:38 R tpch arrow, parquet, memory_map=False, TPCH-09, scale_factor=0.1, R 0.466 s -0.575
2022-11-17 05:43 R tpch arrow, native, memory_map=False, TPCH-09, scale_factor=10, R 1.354 s -0.003
2022-11-17 05:44 R tpch arrow, parquet, memory_map=False, TPCH-09, scale_factor=10, R 11.470 s 0.255
2022-11-17 05:44 R tpch arrow, native, memory_map=False, TPCH-10, scale_factor=0.01, R 0.296 s -0.053
2022-11-17 05:45 R tpch arrow, native, memory_map=False, TPCH-10, scale_factor=0.1, R 0.305 s -0.152
2022-11-17 05:44 R tpch arrow, parquet, memory_map=False, TPCH-10, scale_factor=0.01, R 0.374 s -0.592
2022-11-17 05:52 R tpch arrow, native, memory_map=False, TPCH-11, scale_factor=10, R 1.081 s -0.009
2022-11-17 06:01 R tpch arrow, parquet, memory_map=False, TPCH-12, scale_factor=10, R 35.301 s -1.125
2022-11-17 05:51 R tpch arrow, native, memory_map=False, TPCH-11, scale_factor=0.01, R 0.250 s -0.412
2022-11-17 05:54 R tpch arrow, native, memory_map=False, TPCH-12, scale_factor=0.1, R 0.374 s -0.728
2022-11-17 06:05 R tpch arrow, native, memory_map=False, TPCH-14, scale_factor=0.01, R 0.249 s -0.294
2022-11-17 05:45 R tpch arrow, parquet, memory_map=False, TPCH-10, scale_factor=0.1, R 0.427 s -0.613
2022-11-17 05:46 R tpch arrow, parquet, memory_map=False, TPCH-10, scale_factor=1, R 0.871 s -0.599
2022-11-17 05:50 R tpch arrow, native, memory_map=False, TPCH-10, scale_factor=10, R 1.165 s 0.317
2022-11-17 05:53 R tpch arrow, native, memory_map=False, TPCH-12, scale_factor=0.01, R 0.244 s -0.310
2022-11-17 05:59 R tpch arrow, native, memory_map=False, TPCH-12, scale_factor=10, R 3.579 s -0.014
2022-11-17 05:53 R tpch arrow, parquet, memory_map=False, TPCH-11, scale_factor=10, R 10.706 s -0.496
2022-11-17 05:55 R tpch arrow, native, memory_map=False, TPCH-12, scale_factor=1, R 0.653 s -0.559
2022-11-17 06:12 R tpch arrow, parquet, memory_map=False, TPCH-14, scale_factor=10, R 28.584 s -0.119
2022-11-17 05:51 R tpch arrow, parquet, memory_map=False, TPCH-11, scale_factor=0.01, R 0.335 s -0.684
2022-11-17 06:02 R tpch arrow, parquet, memory_map=False, TPCH-13, scale_factor=0.01, R 0.299 s -0.415
2022-11-17 06:02 R tpch arrow, parquet, memory_map=False, TPCH-13, scale_factor=0.1, R 0.543 s -0.540
2022-11-17 06:20 R tpch arrow, native, memory_map=False, TPCH-17, scale_factor=0.01, R 0.257 s -0.133
2022-11-17 06:02 R tpch arrow, native, memory_map=False, TPCH-13, scale_factor=1, R 0.800 s -0.112
2022-11-17 05:52 R tpch arrow, native, memory_map=False, TPCH-11, scale_factor=1, R 0.402 s -0.650
2022-11-17 05:45 R tpch arrow, native, memory_map=False, TPCH-10, scale_factor=1, R 0.393 s -0.183
2022-11-17 06:05 R tpch arrow, parquet, memory_map=False, TPCH-14, scale_factor=0.1, R 0.489 s -0.507
2022-11-17 06:04 R tpch arrow, native, memory_map=False, TPCH-13, scale_factor=10, R 4.696 s -1.066
2022-11-17 06:05 R tpch arrow, native, memory_map=False, TPCH-14, scale_factor=0.1, R 0.284 s -0.548
2022-11-17 06:13 R tpch arrow, parquet, memory_map=False, TPCH-15, scale_factor=1, R 0.796 s 0.365
2022-11-17 06:06 R tpch arrow, parquet, memory_map=False, TPCH-14, scale_factor=1, R 2.545 s -1.380
2022-11-17 06:21 R tpch arrow, parquet, memory_map=False, TPCH-17, scale_factor=0.1, R 0.502 s -0.645
2022-11-17 05:51 R tpch arrow, parquet, memory_map=False, TPCH-10, scale_factor=10, R 9.111 s 0.727
2022-11-17 06:12 R tpch arrow, parquet, memory_map=False, TPCH-15, scale_factor=0.01, R 0.316 s -0.200
2022-11-17 05:51 R tpch arrow, native, memory_map=False, TPCH-11, scale_factor=0.1, R 0.273 s 0.216
2022-11-17 05:54 R tpch arrow, parquet, memory_map=False, TPCH-12, scale_factor=0.01, R 0.334 s -0.817
2022-11-17 06:05 R tpch arrow, parquet, memory_map=False, TPCH-14, scale_factor=0.01, R 0.339 s -0.630
2022-11-17 05:52 R tpch arrow, parquet, memory_map=False, TPCH-11, scale_factor=1, R 0.931 s 0.207
2022-11-17 05:51 R tpch arrow, parquet, memory_map=False, TPCH-11, scale_factor=0.1, R 0.402 s 0.013
2022-11-17 06:02 R tpch arrow, native, memory_map=False, TPCH-13, scale_factor=0.1, R 0.396 s 0.162
2022-11-17 06:05 R tpch arrow, parquet, memory_map=False, TPCH-13, scale_factor=10, R 15.423 s 0.206
2022-11-17 06:20 R tpch arrow, parquet, memory_map=False, TPCH-16, scale_factor=10, R 11.520 s -0.478
2022-11-17 05:54 R tpch arrow, parquet, memory_map=False, TPCH-12, scale_factor=0.1, R 0.501 s -0.494
2022-11-17 05:55 R tpch arrow, parquet, memory_map=False, TPCH-12, scale_factor=1, R 3.085 s -0.189
2022-11-17 06:01 R tpch arrow, native, memory_map=False, TPCH-13, scale_factor=0.01, R 0.220 s -0.085
2022-11-17 06:10 R tpch arrow, native, memory_map=False, TPCH-14, scale_factor=10, R 2.292 s 0.240
2022-11-17 06:03 R tpch arrow, parquet, memory_map=False, TPCH-13, scale_factor=1, R 1.281 s -0.623
2022-11-17 06:06 R tpch arrow, native, memory_map=False, TPCH-14, scale_factor=1, R 0.553 s -0.358
2022-11-17 06:12 R tpch arrow, native, memory_map=False, TPCH-15, scale_factor=0.1, R 0.247 s -0.304
2022-11-17 06:18 R tpch arrow, native, memory_map=False, TPCH-16, scale_factor=1, R 0.393 s 0.011
2022-11-17 06:17 R tpch arrow, native, memory_map=False, TPCH-16, scale_factor=0.01, R 0.233 s 0.079
2022-11-17 06:13 R tpch arrow, native, memory_map=False, TPCH-15, scale_factor=1, R 0.292 s 0.095
2022-11-17 06:21 R tpch arrow, parquet, memory_map=False, TPCH-17, scale_factor=1, R 2.695 s 0.670
2022-11-17 06:28 R tpch arrow, parquet, memory_map=False, TPCH-18, scale_factor=1, R 0.767 s -0.880
2022-11-17 06:12 R tpch arrow, parquet, memory_map=False, TPCH-15, scale_factor=0.1, R 0.359 s -0.044
2022-11-17 06:17 R tpch arrow, native, memory_map=False, TPCH-15, scale_factor=10, R 0.837 s -0.411
2022-11-17 06:18 R tpch arrow, parquet, memory_map=False, TPCH-16, scale_factor=1, R 0.881 s -0.192
2022-11-17 06:27 R tpch arrow, parquet, memory_map=False, TPCH-18, scale_factor=0.01, R 0.316 s -0.527
2022-11-17 06:12 R tpch arrow, native, memory_map=False, TPCH-15, scale_factor=0.01, R 0.241 s 0.247
2022-11-17 06:18 R tpch arrow, native, memory_map=False, TPCH-16, scale_factor=0.1, R 0.265 s -0.129
2022-11-17 06:27 R tpch arrow, parquet, memory_map=False, TPCH-17, scale_factor=10, R 31.232 s 0.585
2022-11-17 06:18 R tpch arrow, parquet, memory_map=False, TPCH-16, scale_factor=0.01, R 0.311 s -0.321
2022-11-17 06:28 R tpch arrow, parquet, memory_map=False, TPCH-18, scale_factor=0.1, R 0.355 s -0.681
2022-11-17 06:33 R tpch arrow, native, memory_map=False, TPCH-18, scale_factor=10, R 4.383 s 0.459
2022-11-17 06:25 R tpch arrow, native, memory_map=False, TPCH-17, scale_factor=10, R 0.916 s -0.001
2022-11-17 06:20 R tpch arrow, parquet, memory_map=False, TPCH-17, scale_factor=0.01, R 0.340 s -0.211
2022-11-17 06:19 R tpch arrow, native, memory_map=False, TPCH-16, scale_factor=10, R 1.131 s -0.507
2022-11-17 06:27 R tpch arrow, native, memory_map=False, TPCH-18, scale_factor=0.01, R 0.233 s -0.055
2022-11-17 06:27 R tpch arrow, native, memory_map=False, TPCH-18, scale_factor=0.1, R 0.256 s -0.185
2022-11-17 06:17 R tpch arrow, parquet, memory_map=False, TPCH-15, scale_factor=10, R 6.028 s 0.537
2022-11-17 06:21 R tpch arrow, native, memory_map=False, TPCH-17, scale_factor=1, R 0.320 s -0.299
2022-11-17 06:18 R tpch arrow, parquet, memory_map=False, TPCH-16, scale_factor=0.1, R 0.386 s -0.621
2022-11-17 06:20 R tpch arrow, native, memory_map=False, TPCH-17, scale_factor=0.1, R 0.265 s -0.137
2022-11-17 06:28 R tpch arrow, native, memory_map=False, TPCH-18, scale_factor=1, R 0.514 s -0.454
2022-11-17 06:34 R tpch arrow, parquet, memory_map=False, TPCH-18, scale_factor=10, R 13.175 s -0.801
2022-11-17 06:34 R tpch arrow, parquet, memory_map=False, TPCH-19, scale_factor=0.01, R 0.400 s -0.564
2022-11-17 06:34 R tpch arrow, native, memory_map=False, TPCH-19, scale_factor=0.01, R 0.308 s -0.063
2022-11-17 06:35 R tpch arrow, parquet, memory_map=False, TPCH-19, scale_factor=0.1, R 0.613 s -0.978
2022-11-17 06:34 R tpch arrow, native, memory_map=False, TPCH-19, scale_factor=0.1, R 0.497 s -0.262
2022-11-17 06:35 R tpch arrow, parquet, memory_map=False, TPCH-19, scale_factor=1, R 3.052 s -0.570
2022-11-17 06:35 R tpch arrow, native, memory_map=False, TPCH-19, scale_factor=1, R 1.160 s -0.168
2022-11-17 06:40 R tpch arrow, native, memory_map=False, TPCH-19, scale_factor=10, R 8.568 s -0.017
2022-11-17 06:58 R tpch arrow, native, memory_map=False, TPCH-21, scale_factor=10, R 38.614 s 0.044
2022-11-17 06:42 R tpch arrow, native, memory_map=False, TPCH-20, scale_factor=0.1, R 0.311 s -0.375
2022-11-17 06:50 R tpch arrow, parquet, memory_map=False, TPCH-21, scale_factor=0.01, R 0.535 s -0.596
2022-11-17 06:41 R tpch arrow, native, memory_map=False, TPCH-20, scale_factor=0.01, R 0.307 s -0.252
2022-11-17 06:41 R tpch arrow, parquet, memory_map=False, TPCH-19, scale_factor=10, R 30.679 s -0.171
2022-11-17 06:49 R tpch arrow, parquet, memory_map=False, TPCH-20, scale_factor=10, R 36.479 s 0.517
2022-11-17 07:01 R tpch arrow, native, memory_map=False, TPCH-22, scale_factor=0.1, R 0.240 s -0.496
2022-11-17 06:42 R tpch arrow, parquet, memory_map=False, TPCH-20, scale_factor=0.1, R 0.546 s -0.884
2022-11-17 06:42 R tpch arrow, parquet, memory_map=False, TPCH-20, scale_factor=0.01, R 0.411 s -0.724
2022-11-17 06:51 R tpch arrow, parquet, memory_map=False, TPCH-21, scale_factor=1, R 4.993 s 0.281
2022-11-17 07:01 R tpch arrow, parquet, memory_map=False, TPCH-22, scale_factor=0.01, R 0.311 s -0.446
2022-11-17 06:49 R tpch arrow, native, memory_map=False, TPCH-21, scale_factor=0.01, R 0.442 s -0.590
2022-11-17 06:51 R tpch arrow, native, memory_map=False, TPCH-21, scale_factor=1, R 3.607 s -0.666
2022-11-17 07:01 R tpch arrow, native, memory_map=False, TPCH-22, scale_factor=0.01, R 0.231 s -0.052
2022-11-17 06:50 R tpch arrow, native, memory_map=False, TPCH-21, scale_factor=0.1, R 0.826 s -0.281
2022-11-17 07:02 R tpch arrow, parquet, memory_map=False, TPCH-22, scale_factor=0.1, R 0.356 s -0.789
2022-11-17 06:43 R tpch arrow, parquet, memory_map=False, TPCH-20, scale_factor=1, R 3.356 s -0.843
2022-11-17 06:47 R tpch arrow, native, memory_map=False, TPCH-20, scale_factor=10, R 0.902 s 0.489
2022-11-17 06:50 R tpch arrow, parquet, memory_map=False, TPCH-21, scale_factor=0.1, R 0.988 s -1.467
2022-11-17 06:43 R tpch arrow, native, memory_map=False, TPCH-20, scale_factor=1, R 0.357 s -0.072
2022-11-17 07:02 R tpch arrow, native, memory_map=False, TPCH-22, scale_factor=1, R 0.269 s -0.406
2022-11-17 07:01 R tpch arrow, parquet, memory_map=False, TPCH-21, scale_factor=10, R 53.153 s -0.756
2022-11-17 07:02 R tpch arrow, parquet, memory_map=False, TPCH-22, scale_factor=1, R 0.720 s -0.197
2022-11-17 07:03 R tpch arrow, native, memory_map=False, TPCH-22, scale_factor=10, R 0.398 s -0.720
2022-11-17 07:04 R tpch arrow, parquet, memory_map=False, TPCH-22, scale_factor=10, R 11.080 s 0.170