Benchmarks
Date Lang Batch Benchmark Mean Z-Score Error
2022-11-10 03:58 R tpch arrow, native, memory_map=False, TPCH-01, scale_factor=0.01, R 0.210 s 1.465
2022-11-10 04:01 R tpch arrow, parquet, memory_map=False, TPCH-01, scale_factor=1, R 0.747 s 1.479
2022-11-10 03:59 R tpch arrow, parquet, memory_map=False, TPCH-01, scale_factor=0.1, R 0.333 s 1.555
2022-11-10 03:59 R tpch arrow, parquet, memory_map=False, TPCH-01, scale_factor=0.01, R 0.271 s 1.555
2022-11-10 03:59 R tpch arrow, native, memory_map=False, TPCH-01, scale_factor=0.1, R 0.219 s 1.441
2022-11-10 04:01 R tpch arrow, native, memory_map=False, TPCH-01, scale_factor=1, R 0.328 s 1.151
2022-11-10 04:10 R tpch arrow, native, memory_map=False, TPCH-01, scale_factor=10, R 1.384 s 0.736
2022-11-10 04:11 R tpch arrow, parquet, memory_map=False, TPCH-01, scale_factor=10, R 5.476 s 0.556
2022-11-10 04:12 R tpch arrow, parquet, memory_map=False, TPCH-02, scale_factor=0.01, R 0.376 s 1.220
2022-11-10 04:12 R tpch arrow, native, memory_map=False, TPCH-02, scale_factor=0.01, R 0.312 s 1.042
2022-11-10 04:12 R tpch arrow, parquet, memory_map=False, TPCH-02, scale_factor=0.1, R 0.395 s 1.094
2022-11-10 04:12 R tpch arrow, parquet, memory_map=False, TPCH-02, scale_factor=1, R 0.527 s 0.774
2022-11-10 04:12 R tpch arrow, native, memory_map=False, TPCH-02, scale_factor=0.1, R 0.327 s 0.828
2022-11-10 04:12 R tpch arrow, native, memory_map=False, TPCH-02, scale_factor=1, R 0.399 s 0.881
2022-11-10 04:13 R tpch arrow, native, memory_map=False, TPCH-02, scale_factor=10, R 0.904 s 0.842
2022-11-10 04:20 R tpch arrow, native, memory_map=False, TPCH-03, scale_factor=10, R 1.301 s 0.373
2022-11-10 04:26 R tpch arrow, native, memory_map=False, TPCH-04, scale_factor=10, R 1.266 s 0.121
2022-11-10 04:34 R tpch arrow, parquet, memory_map=False, TPCH-06, scale_factor=0.1, R 0.284 s 1.445
2022-11-10 04:21 R tpch arrow, parquet, memory_map=False, TPCH-03, scale_factor=10, R 7.330 s 0.703
2022-11-10 04:14 R tpch arrow, native, memory_map=False, TPCH-03, scale_factor=0.01, R 0.255 s 1.084
2022-11-10 04:21 R tpch arrow, parquet, memory_map=False, TPCH-04, scale_factor=0.01, R 0.273 s 1.650
2022-11-10 04:14 R tpch arrow, native, memory_map=False, TPCH-03, scale_factor=0.1, R 0.260 s 1.193
2022-11-10 04:21 R tpch arrow, native, memory_map=False, TPCH-04, scale_factor=0.01, R 0.224 s 1.118
2022-11-10 04:21 R tpch arrow, parquet, memory_map=False, TPCH-04, scale_factor=0.1, R 0.288 s 1.643
2022-11-10 04:15 R tpch arrow, native, memory_map=False, TPCH-03, scale_factor=1, R 0.359 s 1.131
2022-11-10 04:27 R tpch arrow, native, memory_map=False, TPCH-05, scale_factor=0.01, R 0.288 s 1.047
2022-11-10 04:14 R tpch arrow, parquet, memory_map=False, TPCH-02, scale_factor=10, R 1.421 s 0.258
2022-11-10 04:33 R tpch arrow, native, memory_map=False, TPCH-06, scale_factor=0.1, R 0.184 s 1.469
2022-11-10 04:33 R tpch arrow, parquet, memory_map=False, TPCH-05, scale_factor=10, R 8.088 s -0.182
2022-11-10 04:27 R tpch arrow, parquet, memory_map=False, TPCH-05, scale_factor=0.1, R 0.411 s 1.140
2022-11-10 04:22 R tpch arrow, native, memory_map=False, TPCH-04, scale_factor=1, R 0.330 s 1.075
2022-11-10 04:27 R tpch arrow, native, memory_map=False, TPCH-05, scale_factor=0.1, R 0.300 s 0.964
2022-11-10 04:14 R tpch arrow, parquet, memory_map=False, TPCH-03, scale_factor=0.01, R 0.308 s 1.233
2022-11-10 04:15 R tpch arrow, parquet, memory_map=False, TPCH-03, scale_factor=1, R 0.738 s 1.701
2022-11-10 04:28 R tpch arrow, parquet, memory_map=False, TPCH-05, scale_factor=1, R 0.800 s 1.801
2022-11-10 04:34 R tpch arrow, native, memory_map=False, TPCH-06, scale_factor=1, R 0.213 s 1.379
2022-11-10 04:15 R tpch arrow, parquet, memory_map=False, TPCH-03, scale_factor=0.1, R 0.346 s 1.485
2022-11-10 04:27 R tpch arrow, parquet, memory_map=False, TPCH-04, scale_factor=10, R 3.545 s 0.970
2022-11-10 04:32 R tpch arrow, native, memory_map=False, TPCH-05, scale_factor=10, R 0.903 s 0.558
2022-11-10 04:38 R tpch arrow, native, memory_map=False, TPCH-07, scale_factor=0.01, R 0.320 s 0.989
2022-11-10 04:21 R tpch arrow, native, memory_map=False, TPCH-04, scale_factor=0.1, R 0.231 s 1.237
2022-11-10 04:39 R tpch arrow, parquet, memory_map=False, TPCH-07, scale_factor=0.1, R 0.434 s 1.185
2022-11-10 04:28 R tpch arrow, native, memory_map=False, TPCH-05, scale_factor=1, R 0.370 s 1.098
2022-11-10 04:39 R tpch arrow, parquet, memory_map=False, TPCH-07, scale_factor=0.01, R 0.388 s 1.242
2022-11-10 04:22 R tpch arrow, parquet, memory_map=False, TPCH-04, scale_factor=1, R 0.416 s 1.941
2022-11-10 04:27 R tpch arrow, parquet, memory_map=False, TPCH-05, scale_factor=0.01, R 0.364 s 1.124
2022-11-10 04:33 R tpch arrow, parquet, memory_map=False, TPCH-06, scale_factor=0.01, R 0.242 s 1.660
2022-11-10 04:44 R tpch arrow, native, memory_map=False, TPCH-07, scale_factor=10, R 1.080 s 0.433
2022-11-10 04:45 R tpch arrow, parquet, memory_map=False, TPCH-08, scale_factor=0.01, R 0.446 s 1.079
2022-11-10 04:33 R tpch arrow, native, memory_map=False, TPCH-06, scale_factor=0.01, R 0.189 s 0.921
2022-11-10 04:38 R tpch arrow, native, memory_map=False, TPCH-06, scale_factor=10, R 0.490 s 1.193
2022-11-10 04:40 R tpch arrow, parquet, memory_map=False, TPCH-07, scale_factor=1, R 0.846 s 1.163
2022-11-10 04:45 R tpch arrow, native, memory_map=False, TPCH-08, scale_factor=0.01, R 0.368 s 0.837
2022-11-10 04:34 R tpch arrow, parquet, memory_map=False, TPCH-06, scale_factor=1, R 0.654 s 1.917
2022-11-10 04:45 R tpch arrow, parquet, memory_map=False, TPCH-08, scale_factor=0.1, R 0.491 s 1.100
2022-11-10 04:59 R tpch arrow, native, memory_map=False, TPCH-10, scale_factor=0.01, R 0.287 s 1.044
2022-11-10 05:00 R tpch arrow, native, memory_map=False, TPCH-10, scale_factor=1, R 0.379 s 1.151
2022-11-10 04:45 R tpch arrow, native, memory_map=False, TPCH-08, scale_factor=0.1, R 0.371 s 0.956
2022-11-10 04:38 R tpch arrow, parquet, memory_map=False, TPCH-06, scale_factor=10, R 5.043 s -0.722
2022-11-10 04:46 R tpch arrow, parquet, memory_map=False, TPCH-08, scale_factor=1, R 0.885 s 1.315
2022-11-10 04:52 R tpch arrow, parquet, memory_map=False, TPCH-09, scale_factor=0.01, R 0.378 s 1.135
2022-11-10 04:39 R tpch arrow, native, memory_map=False, TPCH-07, scale_factor=0.1, R 0.325 s 1.024
2022-11-10 04:46 R tpch arrow, native, memory_map=False, TPCH-08, scale_factor=1, R 0.419 s 0.805
2022-11-10 04:39 R tpch arrow, native, memory_map=False, TPCH-07, scale_factor=1, R 0.406 s 1.000
2022-11-10 04:45 R tpch arrow, parquet, memory_map=False, TPCH-07, scale_factor=10, R 8.610 s -0.209
2022-11-10 04:51 R tpch arrow, native, memory_map=False, TPCH-08, scale_factor=10, R 0.798 s 0.692
2022-11-10 04:51 R tpch arrow, parquet, memory_map=False, TPCH-08, scale_factor=10, R 10.047 s 0.018
2022-11-10 04:59 R tpch arrow, parquet, memory_map=False, TPCH-10, scale_factor=0.1, R 0.399 s 1.261
2022-11-10 05:05 R tpch arrow, parquet, memory_map=False, TPCH-11, scale_factor=0.1, R 0.378 s 1.561
2022-11-10 04:53 R tpch arrow, parquet, memory_map=False, TPCH-09, scale_factor=1, R 0.976 s 1.244
2022-11-10 05:09 R tpch arrow, native, memory_map=False, TPCH-12, scale_factor=1, R 0.636 s 1.172
2022-11-10 04:51 R tpch arrow, native, memory_map=False, TPCH-09, scale_factor=0.01, R 0.304 s 1.024
2022-11-10 05:06 R tpch arrow, parquet, memory_map=False, TPCH-11, scale_factor=1, R 0.873 s 1.142
2022-11-10 04:52 R tpch arrow, native, memory_map=False, TPCH-09, scale_factor=0.1, R 0.335 s 0.986
2022-11-10 05:05 R tpch arrow, parquet, memory_map=False, TPCH-10, scale_factor=10, R 9.222 s -0.844
2022-11-10 04:53 R tpch arrow, native, memory_map=False, TPCH-09, scale_factor=1, R 0.519 s 0.907
2022-11-10 04:52 R tpch arrow, parquet, memory_map=False, TPCH-09, scale_factor=0.1, R 0.440 s 1.135
2022-11-10 05:05 R tpch arrow, native, memory_map=False, TPCH-11, scale_factor=0.01, R 0.237 s 1.303
2022-11-10 05:07 R tpch arrow, native, memory_map=False, TPCH-12, scale_factor=0.01, R 0.232 s 1.287
2022-11-10 04:58 R tpch arrow, native, memory_map=False, TPCH-09, scale_factor=10, R 1.360 s 0.431
2022-11-10 04:58 R tpch arrow, parquet, memory_map=False, TPCH-09, scale_factor=10, R 11.495 s -0.530
2022-11-10 05:05 R tpch arrow, native, memory_map=False, TPCH-11, scale_factor=0.1, R 0.262 s 1.430
2022-11-10 04:59 R tpch arrow, native, memory_map=False, TPCH-10, scale_factor=0.1, R 0.294 s 1.041
2022-11-10 05:00 R tpch arrow, parquet, memory_map=False, TPCH-10, scale_factor=1, R 0.815 s 1.648
2022-11-10 05:07 R tpch arrow, parquet, memory_map=False, TPCH-11, scale_factor=10, R 10.693 s -0.002
2022-11-10 05:09 R tpch arrow, parquet, memory_map=False, TPCH-12, scale_factor=1, R 3.064 s 0.768
2022-11-10 05:04 R tpch arrow, native, memory_map=False, TPCH-10, scale_factor=10, R 1.181 s 0.249
2022-11-10 05:07 R tpch arrow, native, memory_map=False, TPCH-11, scale_factor=10, R 1.072 s 0.769
2022-11-10 05:05 R tpch arrow, parquet, memory_map=False, TPCH-11, scale_factor=0.01, R 0.311 s 1.307
2022-11-10 05:08 R tpch arrow, parquet, memory_map=False, TPCH-12, scale_factor=0.1, R 0.476 s 1.175
2022-11-10 04:59 R tpch arrow, parquet, memory_map=False, TPCH-10, scale_factor=0.01, R 0.351 s 1.146
2022-11-10 05:08 R tpch arrow, parquet, memory_map=False, TPCH-12, scale_factor=0.01, R 0.305 s 1.375
2022-11-10 05:06 R tpch arrow, native, memory_map=False, TPCH-11, scale_factor=1, R 0.387 s 1.219
2022-11-10 05:08 R tpch arrow, native, memory_map=False, TPCH-12, scale_factor=0.1, R 0.363 s 0.758
2022-11-10 05:13 R tpch arrow, native, memory_map=False, TPCH-12, scale_factor=10, R 3.613 s -0.732
2022-11-10 05:16 R tpch arrow, parquet, memory_map=False, TPCH-13, scale_factor=0.01, R 0.277 s 1.340
2022-11-10 05:15 R tpch arrow, native, memory_map=False, TPCH-13, scale_factor=0.01, R 0.213 s 0.983
2022-11-10 05:16 R tpch arrow, native, memory_map=False, TPCH-13, scale_factor=1, R 0.796 s 0.763
2022-11-10 05:16 R tpch arrow, parquet, memory_map=False, TPCH-13, scale_factor=0.1, R 0.525 s 0.789
2022-11-10 05:15 R tpch arrow, parquet, memory_map=False, TPCH-12, scale_factor=10, R 35.178 s -0.361
2022-11-10 05:16 R tpch arrow, native, memory_map=False, TPCH-13, scale_factor=0.1, R 0.402 s 0.193
2022-11-10 05:19 R tpch arrow, parquet, memory_map=False, TPCH-14, scale_factor=0.1, R 0.448 s 1.567
2022-11-10 05:16 R tpch arrow, parquet, memory_map=False, TPCH-13, scale_factor=1, R 1.216 s 1.461
2022-11-10 05:24 R tpch arrow, native, memory_map=False, TPCH-14, scale_factor=10, R 2.274 s 0.593
2022-11-10 05:25 R tpch arrow, parquet, memory_map=False, TPCH-14, scale_factor=10, R 28.748 s -2.431
2022-11-10 05:32 R tpch arrow, native, memory_map=False, TPCH-16, scale_factor=1, R 0.380 s 1.858
2022-11-10 05:19 R tpch arrow, parquet, memory_map=False, TPCH-13, scale_factor=10, R 15.490 s -0.718
2022-11-10 05:19 R tpch arrow, native, memory_map=False, TPCH-14, scale_factor=0.1, R 0.274 s 0.995
2022-11-10 05:26 R tpch arrow, native, memory_map=False, TPCH-15, scale_factor=0.01, R 0.240 s 0.805
2022-11-10 05:26 R tpch arrow, parquet, memory_map=False, TPCH-15, scale_factor=0.1, R 0.336 s 1.673
2022-11-10 05:18 R tpch arrow, native, memory_map=False, TPCH-13, scale_factor=10, R 4.708 s -0.791
2022-11-10 05:20 R tpch arrow, native, memory_map=False, TPCH-14, scale_factor=1, R 0.543 s 0.856
2022-11-10 05:26 R tpch arrow, parquet, memory_map=False, TPCH-15, scale_factor=0.01, R 0.296 s 1.437
2022-11-10 05:19 R tpch arrow, native, memory_map=False, TPCH-14, scale_factor=0.01, R 0.238 s 1.178
2022-11-10 05:19 R tpch arrow, parquet, memory_map=False, TPCH-14, scale_factor=0.01, R 0.314 s 1.343
2022-11-10 05:20 R tpch arrow, parquet, memory_map=False, TPCH-14, scale_factor=1, R 2.514 s 0.488
2022-11-10 05:26 R tpch arrow, native, memory_map=False, TPCH-15, scale_factor=0.1, R 0.235 s 1.232
2022-11-10 05:27 R tpch arrow, native, memory_map=False, TPCH-15, scale_factor=1, R 0.284 s 1.179
2022-11-10 05:27 R tpch arrow, parquet, memory_map=False, TPCH-15, scale_factor=1, R 0.763 s 1.460
2022-11-10 05:38 R tpch arrow, native, memory_map=False, TPCH-17, scale_factor=10, R 0.913 s 0.661
2022-11-10 05:54 R tpch arrow, parquet, memory_map=False, TPCH-19, scale_factor=10, R 30.744 s -0.702
2022-11-10 05:42 R tpch arrow, parquet, memory_map=False, TPCH-18, scale_factor=1, R 0.729 s 1.087
2022-11-10 05:33 R tpch arrow, parquet, memory_map=False, TPCH-16, scale_factor=10, R 11.486 s 0.551
2022-11-10 05:34 R tpch arrow, native, memory_map=False, TPCH-17, scale_factor=1, R 0.304 s 1.288
2022-11-10 05:31 R tpch arrow, parquet, memory_map=False, TPCH-16, scale_factor=0.01, R 0.289 s 1.356
2022-11-10 05:40 R tpch arrow, native, memory_map=False, TPCH-18, scale_factor=0.01, R 0.224 s 1.188
2022-11-10 05:48 R tpch arrow, parquet, memory_map=False, TPCH-19, scale_factor=0.1, R 0.563 s 1.302
2022-11-10 05:55 R tpch arrow, parquet, memory_map=False, TPCH-20, scale_factor=0.01, R 0.377 s 1.522
2022-11-10 05:31 R tpch arrow, parquet, memory_map=False, TPCH-15, scale_factor=10, R 6.047 s -0.451
2022-11-10 06:02 R tpch arrow, native, memory_map=False, TPCH-21, scale_factor=0.01, R 0.429 s 0.822
2022-11-10 05:31 R tpch arrow, parquet, memory_map=False, TPCH-16, scale_factor=0.1, R 0.364 s 1.129
2022-11-10 05:34 R tpch arrow, parquet, memory_map=False, TPCH-17, scale_factor=0.1, R 0.446 s 1.629
2022-11-10 05:41 R tpch arrow, native, memory_map=False, TPCH-18, scale_factor=1, R 0.513 s 0.295
2022-11-10 05:56 R tpch arrow, parquet, memory_map=False, TPCH-20, scale_factor=1, R 3.331 s 0.725
2022-11-10 05:47 R tpch arrow, parquet, memory_map=False, TPCH-19, scale_factor=0.01, R 0.372 s 1.273
2022-11-10 05:47 R tpch arrow, native, memory_map=False, TPCH-19, scale_factor=0.01, R 0.293 s 1.247
2022-11-10 05:53 R tpch arrow, native, memory_map=False, TPCH-19, scale_factor=10, R 8.617 s -0.081
2022-11-10 06:02 R tpch arrow, parquet, memory_map=False, TPCH-20, scale_factor=10, R 36.475 s 0.326
2022-11-10 05:31 R tpch arrow, native, memory_map=False, TPCH-16, scale_factor=0.01, R 0.227 s 1.141
2022-11-10 05:41 R tpch arrow, parquet, memory_map=False, TPCH-18, scale_factor=0.1, R 0.324 s 1.563
2022-11-10 05:54 R tpch arrow, native, memory_map=False, TPCH-20, scale_factor=0.01, R 0.297 s 1.059
2022-11-10 05:47 R tpch arrow, native, memory_map=False, TPCH-19, scale_factor=0.1, R 0.483 s 0.897
2022-11-10 06:02 R tpch arrow, parquet, memory_map=False, TPCH-21, scale_factor=0.01, R 0.508 s 1.047
2022-11-10 05:30 R tpch arrow, native, memory_map=False, TPCH-15, scale_factor=10, R 0.863 s -0.874
2022-11-10 05:31 R tpch arrow, native, memory_map=False, TPCH-16, scale_factor=0.1, R 0.255 s 1.257
2022-11-10 05:33 R tpch arrow, native, memory_map=False, TPCH-17, scale_factor=0.01, R 0.243 s 1.245
2022-11-10 05:41 R tpch arrow, parquet, memory_map=False, TPCH-18, scale_factor=0.01, R 0.289 s 1.516
2022-11-10 05:32 R tpch arrow, parquet, memory_map=False, TPCH-16, scale_factor=1, R 0.846 s 0.849
2022-11-10 05:34 R tpch arrow, parquet, memory_map=False, TPCH-17, scale_factor=0.01, R 0.318 s 1.403
2022-11-10 05:35 R tpch arrow, parquet, memory_map=False, TPCH-17, scale_factor=1, R 2.655 s 2.185
2022-11-10 05:33 R tpch arrow, native, memory_map=False, TPCH-16, scale_factor=10, R 1.105 s 0.817
2022-11-10 05:34 R tpch arrow, native, memory_map=False, TPCH-17, scale_factor=0.1, R 0.251 s 1.231
2022-11-10 05:41 R tpch arrow, native, memory_map=False, TPCH-18, scale_factor=0.1, R 0.243 s 1.305
2022-11-10 05:47 R tpch arrow, parquet, memory_map=False, TPCH-18, scale_factor=10, R 13.144 s 0.508
2022-11-10 05:55 R tpch arrow, parquet, memory_map=False, TPCH-20, scale_factor=0.1, R 0.494 s 1.658
2022-11-10 06:11 R tpch arrow, native, memory_map=False, TPCH-21, scale_factor=10, R 39.114 s -0.554
2022-11-10 05:40 R tpch arrow, parquet, memory_map=False, TPCH-17, scale_factor=10, R 31.226 s 0.235
2022-11-10 05:46 R tpch arrow, native, memory_map=False, TPCH-18, scale_factor=10, R 4.452 s -0.011
2022-11-10 05:55 R tpch arrow, native, memory_map=False, TPCH-20, scale_factor=0.1, R 0.298 s 1.135
2022-11-10 05:56 R tpch arrow, native, memory_map=False, TPCH-20, scale_factor=1, R 0.344 s 1.341
2022-11-10 06:03 R tpch arrow, parquet, memory_map=False, TPCH-21, scale_factor=0.1, R 0.914 s 1.188
2022-11-10 06:04 R tpch arrow, native, memory_map=False, TPCH-21, scale_factor=1, R 3.584 s 0.074
2022-11-10 05:48 R tpch arrow, native, memory_map=False, TPCH-19, scale_factor=1, R 1.160 s -0.062
2022-11-10 05:49 R tpch arrow, parquet, memory_map=False, TPCH-19, scale_factor=1, R 3.024 s 0.242
2022-11-10 06:03 R tpch arrow, native, memory_map=False, TPCH-21, scale_factor=0.1, R 0.820 s 0.645
2022-11-10 06:04 R tpch arrow, parquet, memory_map=False, TPCH-21, scale_factor=1, R 5.067 s -0.464
2022-11-10 06:00 R tpch arrow, native, memory_map=False, TPCH-20, scale_factor=10, R 0.894 s 1.310
2022-11-10 06:14 R tpch arrow, parquet, memory_map=False, TPCH-21, scale_factor=10, R 53.495 s -1.014
2022-11-10 06:14 R tpch arrow, native, memory_map=False, TPCH-22, scale_factor=0.01, R 0.220 s 1.605
2022-11-10 06:14 R tpch arrow, native, memory_map=False, TPCH-22, scale_factor=0.1, R 0.223 s 1.660
2022-11-10 06:14 R tpch arrow, parquet, memory_map=False, TPCH-22, scale_factor=0.01, R 0.279 s 2.035
2022-11-10 06:15 R tpch arrow, parquet, memory_map=False, TPCH-22, scale_factor=1, R 0.641 s 2.339
2022-11-10 06:14 R tpch arrow, parquet, memory_map=False, TPCH-22, scale_factor=0.1, R 0.316 s 2.066
2022-11-10 06:14 R tpch arrow, native, memory_map=False, TPCH-22, scale_factor=1, R 0.253 s 1.724
2022-11-10 06:16 R tpch arrow, parquet, memory_map=False, TPCH-22, scale_factor=10, R 11.052 s 1.167
2022-11-10 06:16 R tpch arrow, native, memory_map=False, TPCH-22, scale_factor=10, R 0.377 s 1.684