Benchmarks
Date Lang Batch Benchmark Mean Z-Score Error
2022-11-22 00:12 R tpch arrow, parquet, memory_map=False, TPCH-01, scale_factor=0.01, R 0.328 s -2.022
2022-11-22 00:18 R tpch arrow, native, memory_map=False, TPCH-02, scale_factor=0.1, R 0.340 s -1.090
2022-11-22 00:21 R tpch arrow, parquet, memory_map=False, TPCH-03, scale_factor=1, R 0.810 s -1.188
2022-11-22 00:27 R tpch arrow, native, memory_map=False, TPCH-04, scale_factor=0.1, R 0.247 s -0.890
2022-11-22 00:32 R tpch arrow, native, memory_map=False, TPCH-04, scale_factor=10, R 1.282 s -1.513
2022-11-22 00:13 R tpch arrow, native, memory_map=False, TPCH-01, scale_factor=0.1, R 0.245 s -1.134
2022-11-22 00:39 R tpch arrow, native, memory_map=False, TPCH-06, scale_factor=0.01, R 0.196 s -0.555
2022-11-22 00:27 R tpch arrow, native, memory_map=False, TPCH-04, scale_factor=0.01, R 0.239 s -0.982
2022-11-22 00:13 R tpch arrow, parquet, memory_map=False, TPCH-01, scale_factor=0.1, R 0.393 s -1.884
2022-11-22 00:20 R tpch arrow, native, memory_map=False, TPCH-02, scale_factor=10, R 0.916 s -0.674
2022-11-22 00:27 R tpch arrow, parquet, memory_map=False, TPCH-04, scale_factor=0.01, R 0.312 s -1.325
2022-11-22 00:33 R tpch arrow, parquet, memory_map=False, TPCH-05, scale_factor=0.01, R 0.400 s -1.440
2022-11-22 00:33 R tpch arrow, parquet, memory_map=False, TPCH-05, scale_factor=0.1, R 0.459 s -2.070
2022-11-22 00:39 R tpch arrow, parquet, memory_map=False, TPCH-05, scale_factor=10, R 8.127 s -0.355
2022-11-22 00:34 R tpch arrow, native, memory_map=False, TPCH-05, scale_factor=1, R 0.399 s -1.724
2022-11-22 00:18 R tpch arrow, parquet, memory_map=False, TPCH-01, scale_factor=10, R 5.833 s -1.113
2022-11-22 00:19 R tpch arrow, native, memory_map=False, TPCH-02, scale_factor=1, R 0.416 s -1.214
2022-11-22 00:19 R tpch arrow, parquet, memory_map=False, TPCH-02, scale_factor=1, R 0.565 s -1.692
2022-11-22 00:27 R tpch arrow, parquet, memory_map=False, TPCH-04, scale_factor=0.1, R 0.325 s -1.055
2022-11-22 00:28 R tpch arrow, parquet, memory_map=False, TPCH-04, scale_factor=1, R 0.467 s -0.877
2022-11-22 00:21 R tpch arrow, parquet, memory_map=False, TPCH-03, scale_factor=0.1, R 0.404 s -2.301
2022-11-22 00:38 R tpch arrow, native, memory_map=False, TPCH-05, scale_factor=10, R 0.911 s -0.908
2022-11-22 00:13 R tpch arrow, parquet, memory_map=False, TPCH-01, scale_factor=1, R 0.860 s -1.217
2022-11-22 00:28 R tpch arrow, native, memory_map=False, TPCH-04, scale_factor=1, R 0.346 s -1.136
2022-11-22 00:33 R tpch arrow, parquet, memory_map=False, TPCH-04, scale_factor=10, R 3.582 s -1.075
2022-11-22 00:33 R tpch arrow, native, memory_map=False, TPCH-05, scale_factor=0.1, R 0.314 s -0.673
2022-11-22 00:20 R tpch arrow, native, memory_map=False, TPCH-03, scale_factor=0.1, R 0.283 s -1.287
2022-11-22 00:33 R tpch arrow, native, memory_map=False, TPCH-05, scale_factor=0.01, R 0.309 s -1.159
2022-11-22 00:17 R tpch arrow, native, memory_map=False, TPCH-01, scale_factor=10, R 1.375 s 0.708
2022-11-22 00:20 R tpch arrow, parquet, memory_map=False, TPCH-03, scale_factor=0.01, R 0.352 s -1.835
2022-11-22 00:40 R tpch arrow, native, memory_map=False, TPCH-06, scale_factor=0.1, R 0.196 s -0.364
2022-11-22 00:12 R tpch arrow, native, memory_map=False, TPCH-01, scale_factor=0.01, R 0.237 s -1.204
2022-11-22 00:20 R tpch arrow, parquet, memory_map=False, TPCH-02, scale_factor=10, R 1.473 s -1.353
2022-11-22 00:26 R tpch arrow, native, memory_map=False, TPCH-03, scale_factor=10, R 1.330 s -1.730
2022-11-22 00:40 R tpch arrow, native, memory_map=False, TPCH-06, scale_factor=1, R 0.225 s -0.540
2022-11-22 00:18 R tpch arrow, native, memory_map=False, TPCH-02, scale_factor=0.01, R 0.333 s -1.151
2022-11-22 00:18 R tpch arrow, parquet, memory_map=False, TPCH-02, scale_factor=0.1, R 0.434 s -1.559
2022-11-22 00:26 R tpch arrow, parquet, memory_map=False, TPCH-03, scale_factor=10, R 7.851 s -1.203
2022-11-22 00:18 R tpch arrow, parquet, memory_map=False, TPCH-02, scale_factor=0.01, R 0.425 s -1.896
2022-11-22 00:34 R tpch arrow, parquet, memory_map=False, TPCH-05, scale_factor=1, R 0.877 s -1.055
2022-11-22 00:40 R tpch arrow, parquet, memory_map=False, TPCH-06, scale_factor=0.1, R 0.315 s -0.852
2022-11-22 00:13 R tpch arrow, native, memory_map=False, TPCH-01, scale_factor=1, R 0.347 s -0.942
2022-11-22 00:20 R tpch arrow, native, memory_map=False, TPCH-03, scale_factor=0.01, R 0.277 s -1.570
2022-11-22 00:21 R tpch arrow, native, memory_map=False, TPCH-03, scale_factor=1, R 0.385 s -1.560
2022-11-22 00:39 R tpch arrow, parquet, memory_map=False, TPCH-06, scale_factor=0.01, R 0.274 s -0.936
2022-11-22 00:41 R tpch arrow, parquet, memory_map=False, TPCH-06, scale_factor=1, R 0.721 s -0.692
2022-11-22 00:44 R tpch arrow, parquet, memory_map=False, TPCH-06, scale_factor=10, R 5.040 s 0.232
2022-11-22 00:44 R tpch arrow, native, memory_map=False, TPCH-06, scale_factor=10, R 0.497 s 0.293
2022-11-22 00:45 R tpch arrow, native, memory_map=False, TPCH-07, scale_factor=0.01, R 0.340 s -0.882
2022-11-22 00:45 R tpch arrow, parquet, memory_map=False, TPCH-07, scale_factor=0.1, R 0.473 s -1.007
2022-11-22 00:45 R tpch arrow, parquet, memory_map=False, TPCH-07, scale_factor=0.01, R 0.429 s -1.176
2022-11-22 00:45 R tpch arrow, native, memory_map=False, TPCH-07, scale_factor=0.1, R 0.345 s -0.913
2022-11-22 00:46 R tpch arrow, native, memory_map=False, TPCH-07, scale_factor=1, R 0.424 s -0.660
2022-11-22 00:46 R tpch arrow, parquet, memory_map=False, TPCH-07, scale_factor=1, R 0.888 s -0.490
2022-11-22 01:12 R tpch arrow, parquet, memory_map=False, TPCH-11, scale_factor=0.01, R 0.351 s -1.995
2022-11-22 01:13 R tpch arrow, native, memory_map=False, TPCH-11, scale_factor=1, R 0.416 s -2.173
2022-11-22 00:51 R tpch arrow, parquet, memory_map=False, TPCH-07, scale_factor=10, R 8.632 s 0.110
2022-11-22 00:58 R tpch arrow, parquet, memory_map=False, TPCH-09, scale_factor=0.01, R 0.421 s -1.612
2022-11-22 01:05 R tpch arrow, native, memory_map=False, TPCH-10, scale_factor=0.01, R 0.305 s -1.137
2022-11-22 00:58 R tpch arrow, native, memory_map=False, TPCH-09, scale_factor=0.1, R 0.360 s -1.484
2022-11-22 01:11 R tpch arrow, native, memory_map=False, TPCH-10, scale_factor=10, R 1.205 s -2.154
2022-11-22 00:50 R tpch arrow, native, memory_map=False, TPCH-07, scale_factor=10, R 1.088 s -0.906
2022-11-22 00:53 R tpch arrow, parquet, memory_map=False, TPCH-08, scale_factor=1, R 0.937 s -0.503
2022-11-22 00:58 R tpch arrow, native, memory_map=False, TPCH-09, scale_factor=0.01, R 0.326 s -1.258
2022-11-22 01:16 R tpch arrow, parquet, memory_map=False, TPCH-12, scale_factor=1, R 3.119 s -1.663
2022-11-22 00:52 R tpch arrow, native, memory_map=False, TPCH-08, scale_factor=1, R 0.427 s -0.226
2022-11-22 00:59 R tpch arrow, parquet, memory_map=False, TPCH-09, scale_factor=0.1, R 0.497 s -2.891
2022-11-22 01:13 R tpch arrow, parquet, memory_map=False, TPCH-11, scale_factor=0.1, R 0.429 s -1.513
2022-11-22 01:12 R tpch arrow, native, memory_map=False, TPCH-11, scale_factor=0.1, R 0.290 s -2.223
2022-11-22 01:13 R tpch arrow, parquet, memory_map=False, TPCH-11, scale_factor=1, R 0.969 s -0.270
2022-11-22 01:00 R tpch arrow, parquet, memory_map=False, TPCH-09, scale_factor=1, R 1.040 s -1.431
2022-11-22 01:07 R tpch arrow, native, memory_map=False, TPCH-10, scale_factor=1, R 0.407 s -1.699
2022-11-22 01:15 R tpch arrow, native, memory_map=False, TPCH-12, scale_factor=0.01, R 0.255 s -1.896
2022-11-22 00:51 R tpch arrow, parquet, memory_map=False, TPCH-08, scale_factor=0.01, R 0.482 s -0.999
2022-11-22 00:52 R tpch arrow, parquet, memory_map=False, TPCH-08, scale_factor=0.1, R 0.525 s -0.804
2022-11-22 01:05 R tpch arrow, parquet, memory_map=False, TPCH-09, scale_factor=10, R 11.519 s -0.746
2022-11-22 01:12 R tpch arrow, parquet, memory_map=False, TPCH-10, scale_factor=10, R 9.290 s -1.116
2022-11-22 00:51 R tpch arrow, native, memory_map=False, TPCH-08, scale_factor=0.01, R 0.377 s -0.170
2022-11-22 01:06 R tpch arrow, parquet, memory_map=False, TPCH-10, scale_factor=0.01, R 0.387 s -1.477
2022-11-22 01:15 R tpch arrow, parquet, memory_map=False, TPCH-12, scale_factor=0.01, R 0.347 s -1.749
2022-11-22 01:15 R tpch arrow, parquet, memory_map=False, TPCH-12, scale_factor=0.1, R 0.520 s -1.571
2022-11-22 01:06 R tpch arrow, parquet, memory_map=False, TPCH-10, scale_factor=0.1, R 0.449 s -1.957
2022-11-22 01:16 R tpch arrow, native, memory_map=False, TPCH-12, scale_factor=1, R 0.668 s -1.835
2022-11-22 00:52 R tpch arrow, native, memory_map=False, TPCH-08, scale_factor=0.1, R 0.387 s -0.503
2022-11-22 01:04 R tpch arrow, native, memory_map=False, TPCH-09, scale_factor=10, R 1.377 s -1.158
2022-11-22 01:06 R tpch arrow, native, memory_map=False, TPCH-10, scale_factor=0.1, R 0.316 s -1.346
2022-11-22 00:57 R tpch arrow, native, memory_map=False, TPCH-08, scale_factor=10, R 0.812 s -0.888
2022-11-22 00:59 R tpch arrow, native, memory_map=False, TPCH-09, scale_factor=1, R 0.542 s -1.513
2022-11-22 01:07 R tpch arrow, parquet, memory_map=False, TPCH-10, scale_factor=1, R 0.886 s -0.985
2022-11-22 01:15 R tpch arrow, parquet, memory_map=False, TPCH-11, scale_factor=10, R 10.738 s -0.954
2022-11-22 00:58 R tpch arrow, parquet, memory_map=False, TPCH-08, scale_factor=10, R 10.107 s -0.593
2022-11-22 01:15 R tpch arrow, native, memory_map=False, TPCH-12, scale_factor=0.1, R 0.385 s -1.893
2022-11-22 01:12 R tpch arrow, native, memory_map=False, TPCH-11, scale_factor=0.01, R 0.261 s -2.071
2022-11-22 01:14 R tpch arrow, native, memory_map=False, TPCH-11, scale_factor=10, R 1.110 s -1.261
2022-11-22 01:40 R tpch arrow, native, memory_map=False, TPCH-16, scale_factor=0.1, R 0.275 s -1.485
2022-11-22 01:35 R tpch arrow, native, memory_map=False, TPCH-15, scale_factor=1, R 0.301 s -1.206
2022-11-22 01:43 R tpch arrow, parquet, memory_map=False, TPCH-17, scale_factor=0.1, R 0.523 s -1.437
2022-11-22 01:49 R tpch arrow, native, memory_map=False, TPCH-18, scale_factor=0.01, R 0.240 s -0.973
2022-11-22 02:13 R tpch arrow, native, memory_map=False, TPCH-21, scale_factor=1, R 3.593 s -0.463
2022-11-22 01:26 R tpch arrow, parquet, memory_map=False, TPCH-13, scale_factor=10, R 15.578 s -2.523
2022-11-22 01:34 R tpch arrow, parquet, memory_map=False, TPCH-15, scale_factor=0.01, R 0.333 s -1.605
2022-11-22 01:42 R tpch arrow, native, memory_map=False, TPCH-17, scale_factor=0.1, R 0.278 s -1.869
2022-11-22 01:43 R tpch arrow, native, memory_map=False, TPCH-17, scale_factor=1, R 0.334 s -2.307
2022-11-22 02:04 R tpch arrow, parquet, memory_map=False, TPCH-20, scale_factor=0.01, R 0.408 s -0.479
2022-11-22 01:21 R tpch arrow, native, memory_map=False, TPCH-12, scale_factor=10, R 3.649 s -2.196
2022-11-22 01:23 R tpch arrow, parquet, memory_map=False, TPCH-12, scale_factor=10, R 35.436 s -2.543
2022-11-22 01:27 R tpch arrow, parquet, memory_map=False, TPCH-14, scale_factor=0.01, R 0.354 s -1.777
2022-11-22 01:50 R tpch arrow, parquet, memory_map=False, TPCH-18, scale_factor=0.1, R 0.364 s -1.231
2022-11-22 01:23 R tpch arrow, parquet, memory_map=False, TPCH-13, scale_factor=0.01, R 0.311 s -1.373
2022-11-22 01:33 R tpch arrow, parquet, memory_map=False, TPCH-14, scale_factor=10, R 28.682 s -1.372
2022-11-22 01:39 R tpch arrow, native, memory_map=False, TPCH-16, scale_factor=0.01, R 0.244 s -1.273
2022-11-22 01:41 R tpch arrow, native, memory_map=False, TPCH-16, scale_factor=10, R 1.165 s -1.764
2022-11-22 01:42 R tpch arrow, native, memory_map=False, TPCH-17, scale_factor=0.01, R 0.266 s -1.326
2022-11-22 02:02 R tpch arrow, native, memory_map=False, TPCH-19, scale_factor=10, R 8.651 s -0.640
2022-11-22 02:12 R tpch arrow, native, memory_map=False, TPCH-21, scale_factor=0.1, R 0.827 s -0.399
2022-11-22 02:24 R tpch arrow, native, memory_map=False, TPCH-22, scale_factor=1, R 0.269 s -0.433
2022-11-22 01:23 R tpch arrow, native, memory_map=False, TPCH-13, scale_factor=0.01, R 0.227 s -0.950
2022-11-22 01:34 R tpch arrow, native, memory_map=False, TPCH-15, scale_factor=0.1, R 0.254 s -1.457
2022-11-22 01:50 R tpch arrow, native, memory_map=False, TPCH-18, scale_factor=1, R 0.530 s -1.498
2022-11-22 01:24 R tpch arrow, native, memory_map=False, TPCH-13, scale_factor=1, R 0.828 s -2.663
2022-11-22 01:25 R tpch arrow, native, memory_map=False, TPCH-13, scale_factor=10, R 4.799 s -3.146
2022-11-22 01:39 R tpch arrow, parquet, memory_map=False, TPCH-15, scale_factor=10, R 6.112 s -0.773
2022-11-22 01:39 R tpch arrow, parquet, memory_map=False, TPCH-16, scale_factor=0.01, R 0.324 s -1.260
2022-11-22 01:49 R tpch arrow, parquet, memory_map=False, TPCH-17, scale_factor=10, R 31.629 s -1.826
2022-11-22 01:51 R tpch arrow, parquet, memory_map=False, TPCH-18, scale_factor=1, R 0.794 s -2.014
2022-11-22 02:11 R tpch arrow, parquet, memory_map=False, TPCH-20, scale_factor=10, R 36.507 s 0.248
2022-11-22 02:23 R tpch arrow, parquet, memory_map=False, TPCH-22, scale_factor=0.01, R 0.317 s -0.925
2022-11-22 01:34 R tpch arrow, native, memory_map=False, TPCH-15, scale_factor=0.01, R 0.253 s -1.728
2022-11-22 01:40 R tpch arrow, parquet, memory_map=False, TPCH-16, scale_factor=1, R 0.918 s -1.044
2022-11-22 02:04 R tpch arrow, native, memory_map=False, TPCH-20, scale_factor=0.01, R 0.309 s -0.546
2022-11-22 01:28 R tpch arrow, native, memory_map=False, TPCH-14, scale_factor=1, R 0.570 s -1.982
2022-11-22 01:42 R tpch arrow, parquet, memory_map=False, TPCH-17, scale_factor=0.01, R 0.358 s -1.591
2022-11-22 01:43 R tpch arrow, parquet, memory_map=False, TPCH-17, scale_factor=1, R 2.756 s -1.824
2022-11-22 01:47 R tpch arrow, native, memory_map=False, TPCH-17, scale_factor=10, R 0.939 s -2.374
2022-11-22 01:50 R tpch arrow, native, memory_map=False, TPCH-18, scale_factor=0.1, R 0.260 s -0.726
2022-11-22 02:12 R tpch arrow, parquet, memory_map=False, TPCH-21, scale_factor=0.01, R 0.543 s -1.046
2022-11-22 01:40 R tpch arrow, native, memory_map=False, TPCH-16, scale_factor=1, R 0.398 s -0.779
2022-11-22 01:55 R tpch arrow, native, memory_map=False, TPCH-18, scale_factor=10, R 4.525 s -1.909
2022-11-22 01:57 R tpch arrow, native, memory_map=False, TPCH-19, scale_factor=0.1, R 0.507 s -1.315
2022-11-22 01:24 R tpch arrow, parquet, memory_map=False, TPCH-13, scale_factor=1, R 1.301 s -1.124
2022-11-22 01:27 R tpch arrow, parquet, memory_map=False, TPCH-14, scale_factor=0.1, R 0.502 s -1.112
2022-11-22 02:04 R tpch arrow, parquet, memory_map=False, TPCH-20, scale_factor=0.1, R 0.541 s -0.590
2022-11-22 02:05 R tpch arrow, parquet, memory_map=False, TPCH-20, scale_factor=1, R 3.361 s -0.992
2022-11-22 01:27 R tpch arrow, native, memory_map=False, TPCH-14, scale_factor=0.01, R 0.258 s -1.688
2022-11-22 01:27 R tpch arrow, native, memory_map=False, TPCH-14, scale_factor=0.1, R 0.290 s -1.434
2022-11-22 01:40 R tpch arrow, parquet, memory_map=False, TPCH-16, scale_factor=0.1, R 0.395 s -1.265
2022-11-22 02:24 R tpch arrow, native, memory_map=False, TPCH-22, scale_factor=0.1, R 0.240 s -0.502
2022-11-22 01:57 R tpch arrow, native, memory_map=False, TPCH-19, scale_factor=1, R 1.174 s -0.525
2022-11-22 02:12 R tpch arrow, parquet, memory_map=False, TPCH-21, scale_factor=0.1, R 0.968 s -0.631
2022-11-22 02:13 R tpch arrow, parquet, memory_map=False, TPCH-21, scale_factor=1, R 5.089 s -1.309
2022-11-22 01:24 R tpch arrow, parquet, memory_map=False, TPCH-13, scale_factor=0.1, R 0.564 s -1.692
2022-11-22 01:32 R tpch arrow, native, memory_map=False, TPCH-14, scale_factor=10, R 2.370 s -1.709
2022-11-22 01:34 R tpch arrow, parquet, memory_map=False, TPCH-15, scale_factor=0.1, R 0.385 s -1.915
2022-11-22 01:35 R tpch arrow, parquet, memory_map=False, TPCH-15, scale_factor=1, R 0.814 s -0.183
2022-11-22 01:49 R tpch arrow, parquet, memory_map=False, TPCH-18, scale_factor=0.01, R 0.326 s -1.269
2022-11-22 02:12 R tpch arrow, native, memory_map=False, TPCH-21, scale_factor=0.01, R 0.435 s -0.046
2022-11-22 01:23 R tpch arrow, native, memory_map=False, TPCH-13, scale_factor=0.1, R 0.411 s -1.661
2022-11-22 01:42 R tpch arrow, parquet, memory_map=False, TPCH-16, scale_factor=10, R 11.575 s -1.454
2022-11-22 01:28 R tpch arrow, parquet, memory_map=False, TPCH-14, scale_factor=1, R 2.554 s -1.784
2022-11-22 01:38 R tpch arrow, native, memory_map=False, TPCH-15, scale_factor=10, R 0.839 s -0.660
2022-11-22 01:56 R tpch arrow, native, memory_map=False, TPCH-19, scale_factor=0.01, R 0.315 s -1.183
2022-11-22 01:56 R tpch arrow, parquet, memory_map=False, TPCH-19, scale_factor=0.01, R 0.409 s -1.315
2022-11-22 02:03 R tpch arrow, parquet, memory_map=False, TPCH-19, scale_factor=10, R 30.695 s -0.232
2022-11-22 02:24 R tpch arrow, parquet, memory_map=False, TPCH-22, scale_factor=0.1, R 0.356 s -0.751
2022-11-22 01:56 R tpch arrow, parquet, memory_map=False, TPCH-18, scale_factor=10, R 13.182 s -0.997
2022-11-22 01:57 R tpch arrow, parquet, memory_map=False, TPCH-19, scale_factor=0.1, R 0.617 s -1.125
2022-11-22 02:23 R tpch arrow, parquet, memory_map=False, TPCH-21, scale_factor=10, R 53.135 s -0.579
2022-11-22 02:05 R tpch arrow, native, memory_map=False, TPCH-20, scale_factor=1, R 0.360 s -0.432
2022-11-22 02:20 R tpch arrow, native, memory_map=False, TPCH-21, scale_factor=10, R 39.143 s -1.100
2022-11-22 02:24 R tpch arrow, parquet, memory_map=False, TPCH-22, scale_factor=1, R 0.737 s -0.597
2022-11-22 02:04 R tpch arrow, native, memory_map=False, TPCH-20, scale_factor=0.1, R 0.308 s 0.014
2022-11-22 02:23 R tpch arrow, native, memory_map=False, TPCH-22, scale_factor=0.01, R 0.236 s -0.706
2022-11-22 01:58 R tpch arrow, parquet, memory_map=False, TPCH-19, scale_factor=1, R 3.085 s -1.526
2022-11-22 02:09 R tpch arrow, native, memory_map=False, TPCH-20, scale_factor=10, R 0.926 s -1.871
2022-11-22 02:25 R tpch arrow, native, memory_map=False, TPCH-22, scale_factor=10, R 0.397 s -0.528
2022-11-22 02:26 R tpch arrow, parquet, memory_map=False, TPCH-22, scale_factor=10, R 11.097 s -0.350