Benchmarks
Date Lang Batch Benchmark Mean Z-Score Error
2023-01-16 12:07 R tpch arrow, native, memory_map=False, TPCH-01, scale_factor=0.01, R 0.217 s 1.514
2023-01-16 12:07 R tpch arrow, native, memory_map=False, TPCH-01, scale_factor=0.1, R 0.222 s 1.801
2023-01-16 12:07 R tpch arrow, parquet, memory_map=False, TPCH-01, scale_factor=0.01, R 0.278 s 1.655
2023-01-16 12:08 R tpch arrow, parquet, memory_map=False, TPCH-01, scale_factor=0.1, R 0.331 s 2.052
2023-01-16 12:09 R tpch arrow, parquet, memory_map=False, TPCH-01, scale_factor=1, R 0.737 s 2.026
2023-01-16 12:09 R tpch arrow, native, memory_map=False, TPCH-01, scale_factor=1, R 0.327 s 1.585
2023-01-16 12:17 R tpch arrow, native, memory_map=False, TPCH-01, scale_factor=10, R 1.401 s -0.344
2023-01-16 12:19 R tpch arrow, parquet, memory_map=False, TPCH-01, scale_factor=10, R 5.374 s 1.004
2023-01-16 12:19 R tpch arrow, parquet, memory_map=False, TPCH-02, scale_factor=0.01, R 0.374 s 1.869
2023-01-16 12:20 R tpch arrow, parquet, memory_map=False, TPCH-02, scale_factor=0.1, R 0.392 s 1.672
2023-01-16 12:20 R tpch arrow, native, memory_map=False, TPCH-02, scale_factor=1, R 0.394 s 1.523
2023-01-16 12:19 R tpch arrow, native, memory_map=False, TPCH-02, scale_factor=0.01, R 0.312 s 1.347
2023-01-16 12:20 R tpch arrow, parquet, memory_map=False, TPCH-02, scale_factor=1, R 0.509 s 1.848
2023-01-16 12:20 R tpch arrow, native, memory_map=False, TPCH-02, scale_factor=0.1, R 0.320 s 1.548
2023-01-16 12:21 R tpch arrow, native, memory_map=False, TPCH-02, scale_factor=10, R 0.914 s -0.084
2023-01-16 12:22 R tpch arrow, parquet, memory_map=False, TPCH-03, scale_factor=0.01, R 0.308 s 1.648
2023-01-16 12:21 R tpch arrow, parquet, memory_map=False, TPCH-02, scale_factor=10, R 1.401 s 0.750
2023-01-16 12:22 R tpch arrow, native, memory_map=False, TPCH-03, scale_factor=0.1, R 0.265 s 1.398
2023-01-16 12:22 R tpch arrow, native, memory_map=False, TPCH-03, scale_factor=0.01, R 0.256 s 1.395
2023-01-16 12:22 R tpch arrow, parquet, memory_map=False, TPCH-03, scale_factor=0.1, R 0.346 s 1.983
2023-01-16 12:23 R tpch arrow, native, memory_map=False, TPCH-03, scale_factor=1, R 0.360 s 1.500
2023-01-16 12:23 R tpch arrow, parquet, memory_map=False, TPCH-03, scale_factor=1, R 0.736 s 1.683
2023-01-16 12:27 R tpch arrow, native, memory_map=False, TPCH-03, scale_factor=10, R 1.292 s -0.135
2023-01-16 12:29 R tpch arrow, parquet, memory_map=False, TPCH-04, scale_factor=0.01, R 0.277 s 1.874
2023-01-16 12:28 R tpch arrow, native, memory_map=False, TPCH-04, scale_factor=0.01, R 0.227 s 1.381
2023-01-16 12:28 R tpch arrow, parquet, memory_map=False, TPCH-03, scale_factor=10, R 7.283 s 0.820
2023-01-16 12:29 R tpch arrow, native, memory_map=False, TPCH-04, scale_factor=0.1, R 0.238 s 1.182
2023-01-16 12:29 R tpch arrow, parquet, memory_map=False, TPCH-04, scale_factor=0.1, R 0.289 s 2.143
2023-01-16 12:30 R tpch arrow, parquet, memory_map=False, TPCH-04, scale_factor=1, R 0.428 s 1.696
2023-01-16 12:29 R tpch arrow, native, memory_map=False, TPCH-04, scale_factor=1, R 0.333 s 1.202
2023-01-16 12:34 R tpch arrow, native, memory_map=False, TPCH-04, scale_factor=10, R 1.273 s -0.268
2023-01-16 12:34 R tpch arrow, parquet, memory_map=False, TPCH-04, scale_factor=10, R 3.549 s 0.426
2023-01-16 12:34 R tpch arrow, native, memory_map=False, TPCH-05, scale_factor=0.01, R 0.293 s 1.179
2023-01-16 12:35 R tpch arrow, parquet, memory_map=False, TPCH-05, scale_factor=0.01, R 0.367 s 1.401
2023-01-16 12:35 R tpch arrow, native, memory_map=False, TPCH-05, scale_factor=0.1, R 0.300 s 1.230
2023-01-16 12:35 R tpch arrow, parquet, memory_map=False, TPCH-05, scale_factor=0.1, R 0.410 s 1.521
2023-01-16 12:36 R tpch arrow, parquet, memory_map=False, TPCH-05, scale_factor=1, R 0.836 s 0.427
2023-01-16 12:35 R tpch arrow, native, memory_map=False, TPCH-05, scale_factor=1, R 0.380 s 0.778
2023-01-16 12:40 R tpch arrow, native, memory_map=False, TPCH-05, scale_factor=10, R 0.905 s 0.028
2023-01-16 12:41 R tpch arrow, parquet, memory_map=False, TPCH-05, scale_factor=10, R 8.053 s -0.201
2023-01-16 12:41 R tpch arrow, parquet, memory_map=False, TPCH-06, scale_factor=0.01, R 0.242 s 2.140
2023-01-16 12:41 R tpch arrow, native, memory_map=False, TPCH-06, scale_factor=0.1, R 0.186 s 1.833
2023-01-16 12:41 R tpch arrow, native, memory_map=False, TPCH-06, scale_factor=0.01, R 0.185 s 1.914
2023-01-16 12:41 R tpch arrow, parquet, memory_map=False, TPCH-06, scale_factor=0.1, R 0.284 s 2.154
2023-01-16 12:42 R tpch arrow, native, memory_map=False, TPCH-06, scale_factor=1, R 0.219 s 1.180
2023-01-16 12:42 R tpch arrow, parquet, memory_map=False, TPCH-06, scale_factor=1, R 0.669 s 1.307
2023-01-16 12:45 R tpch arrow, native, memory_map=False, TPCH-06, scale_factor=10, R 0.513 s -0.407
2023-01-16 12:46 R tpch arrow, parquet, memory_map=False, TPCH-07, scale_factor=0.01, R 0.391 s 1.843
2023-01-16 12:46 R tpch arrow, native, memory_map=False, TPCH-07, scale_factor=0.1, R 0.330 s 1.294
2023-01-16 12:47 R tpch arrow, parquet, memory_map=False, TPCH-07, scale_factor=0.1, R 0.434 s 1.883
2023-01-16 12:46 R tpch arrow, parquet, memory_map=False, TPCH-06, scale_factor=10, R 4.978 s 0.153
2023-01-16 12:46 R tpch arrow, native, memory_map=False, TPCH-07, scale_factor=0.01, R 0.322 s 1.642
2023-01-16 12:47 R tpch arrow, native, memory_map=False, TPCH-07, scale_factor=1, R 0.416 s 0.750
2023-01-16 12:47 R tpch arrow, parquet, memory_map=False, TPCH-07, scale_factor=1, R 0.833 s 1.676
2023-01-16 12:53 R tpch arrow, parquet, memory_map=False, TPCH-08, scale_factor=0.01, R 0.450 s 1.569
2023-01-16 12:52 R tpch arrow, parquet, memory_map=False, TPCH-07, scale_factor=10, R 8.579 s -0.127
2023-01-16 12:52 R tpch arrow, native, memory_map=False, TPCH-08, scale_factor=0.01, R 0.374 s 0.634
2023-01-16 12:52 R tpch arrow, native, memory_map=False, TPCH-07, scale_factor=10, R 1.083 s 0.053
2023-01-16 12:53 R tpch arrow, parquet, memory_map=False, TPCH-08, scale_factor=0.1, R 0.496 s 1.385
2023-01-16 12:53 R tpch arrow, native, memory_map=False, TPCH-08, scale_factor=0.1, R 0.378 s 0.963
2023-01-16 12:54 R tpch arrow, parquet, memory_map=False, TPCH-08, scale_factor=1, R 0.901 s 0.992
2023-01-16 12:53 R tpch arrow, native, memory_map=False, TPCH-08, scale_factor=1, R 0.423 s 0.833
2023-01-16 12:58 R tpch arrow, native, memory_map=False, TPCH-08, scale_factor=10, R 0.805 s 0.368
2023-01-16 12:59 R tpch arrow, parquet, memory_map=False, TPCH-08, scale_factor=10, R 10.022 s 0.023
2023-01-16 12:59 R tpch arrow, native, memory_map=False, TPCH-09, scale_factor=0.01, R 0.305 s 1.557
2023-01-16 12:59 R tpch arrow, parquet, memory_map=False, TPCH-09, scale_factor=0.01, R 0.374 s 1.959
2023-01-16 12:59 R tpch arrow, native, memory_map=False, TPCH-09, scale_factor=0.1, R 0.334 s 1.622
2023-01-16 13:00 R tpch arrow, parquet, memory_map=False, TPCH-09, scale_factor=1, R 0.967 s 1.430
2023-01-16 12:59 R tpch arrow, parquet, memory_map=False, TPCH-09, scale_factor=0.1, R 0.436 s 1.764
2023-01-16 13:00 R tpch arrow, native, memory_map=False, TPCH-09, scale_factor=1, R 0.523 s 0.592
2023-01-16 13:05 R tpch arrow, native, memory_map=False, TPCH-09, scale_factor=10, R 1.364 s -0.071
2023-01-16 13:06 R tpch arrow, parquet, memory_map=False, TPCH-09, scale_factor=10, R 11.456 s 0.040
2023-01-16 13:06 R tpch arrow, parquet, memory_map=False, TPCH-10, scale_factor=0.01, R 0.348 s 1.757
2023-01-16 13:06 R tpch arrow, native, memory_map=False, TPCH-10, scale_factor=0.01, R 0.285 s 1.558
2023-01-16 13:06 R tpch arrow, native, memory_map=False, TPCH-10, scale_factor=0.1, R 0.294 s 1.314
2023-01-16 13:07 R tpch arrow, parquet, memory_map=False, TPCH-10, scale_factor=1, R 0.817 s 1.469
2023-01-16 13:07 R tpch arrow, parquet, memory_map=False, TPCH-10, scale_factor=0.1, R 0.397 s 1.805
2023-01-16 13:07 R tpch arrow, native, memory_map=False, TPCH-10, scale_factor=1, R 0.380 s 1.275
2023-01-16 13:12 R tpch arrow, native, memory_map=False, TPCH-10, scale_factor=10, R 1.155 s 0.219
2023-01-16 13:12 R tpch arrow, native, memory_map=False, TPCH-11, scale_factor=0.01, R 0.241 s 1.537
2023-01-16 13:13 R tpch arrow, native, memory_map=False, TPCH-11, scale_factor=0.1, R 0.269 s 1.207
2023-01-16 13:12 R tpch arrow, parquet, memory_map=False, TPCH-10, scale_factor=10, R 9.074 s -0.240
2023-01-16 13:13 R tpch arrow, native, memory_map=False, TPCH-11, scale_factor=1, R 0.395 s 0.404
2023-01-16 13:13 R tpch arrow, parquet, memory_map=False, TPCH-11, scale_factor=0.01, R 0.309 s 1.837
2023-01-16 13:13 R tpch arrow, parquet, memory_map=False, TPCH-11, scale_factor=0.1, R 0.383 s 1.557
2023-01-16 13:13 R tpch arrow, parquet, memory_map=False, TPCH-11, scale_factor=1, R 0.864 s 1.367
2023-01-16 13:14 R tpch arrow, native, memory_map=False, TPCH-11, scale_factor=10, R 1.082 s -0.061
2023-01-16 13:15 R tpch arrow, parquet, memory_map=False, TPCH-11, scale_factor=10, R 10.752 s -0.490
2023-01-16 13:15 R tpch arrow, native, memory_map=False, TPCH-12, scale_factor=0.1, R 0.378 s -0.655
2023-01-16 13:15 R tpch arrow, parquet, memory_map=False, TPCH-12, scale_factor=0.01, R 0.306 s 1.803
2023-01-16 13:15 R tpch arrow, parquet, memory_map=False, TPCH-12, scale_factor=0.1, R 0.478 s 1.269
2023-01-16 13:15 R tpch arrow, native, memory_map=False, TPCH-12, scale_factor=0.01, R 0.244 s 0.434
2023-01-16 13:16 R tpch arrow, parquet, memory_map=False, TPCH-12, scale_factor=1, R 3.088 s -0.212
2023-01-16 13:16 R tpch arrow, native, memory_map=False, TPCH-12, scale_factor=1, R 0.668 s -0.843
2023-01-16 13:21 R tpch arrow, native, memory_map=False, TPCH-12, scale_factor=10, R 3.828 s -2.706
2023-01-16 13:23 R tpch arrow, parquet, memory_map=False, TPCH-13, scale_factor=0.01, R 0.293 s 0.679
2023-01-16 13:23 R tpch arrow, parquet, memory_map=False, TPCH-12, scale_factor=10, R 35.522 s -1.887
2023-01-16 13:23 R tpch arrow, native, memory_map=False, TPCH-13, scale_factor=0.01, R 0.219 s 0.774
2023-01-16 13:23 R tpch arrow, parquet, memory_map=False, TPCH-13, scale_factor=0.1, R 0.536 s 0.288
2023-01-16 13:24 R tpch arrow, parquet, memory_map=False, TPCH-13, scale_factor=1, R 1.278 s 0.080
2023-01-16 13:23 R tpch arrow, native, memory_map=False, TPCH-13, scale_factor=0.1, R 0.396 s 0.430
2023-01-16 13:24 R tpch arrow, native, memory_map=False, TPCH-13, scale_factor=1, R 0.829 s -1.164
2023-01-16 13:25 R tpch arrow, native, memory_map=False, TPCH-13, scale_factor=10, R 4.840 s -1.440
2023-01-16 13:26 R tpch arrow, parquet, memory_map=False, TPCH-14, scale_factor=0.01, R 0.328 s 1.251
2023-01-16 13:26 R tpch arrow, native, memory_map=False, TPCH-14, scale_factor=0.01, R 0.254 s 0.475
2023-01-16 13:27 R tpch arrow, parquet, memory_map=False, TPCH-14, scale_factor=0.1, R 0.469 s 1.034
2023-01-16 13:26 R tpch arrow, parquet, memory_map=False, TPCH-13, scale_factor=10, R 15.717 s -1.836
2023-01-16 13:26 R tpch arrow, native, memory_map=False, TPCH-14, scale_factor=0.1, R 0.286 s 0.480
2023-01-16 13:27 R tpch arrow, native, memory_map=False, TPCH-14, scale_factor=1, R 0.562 s 0.003
2023-01-16 13:27 R tpch arrow, parquet, memory_map=False, TPCH-14, scale_factor=1, R 2.529 s 0.124
2023-01-16 13:33 R tpch arrow, parquet, memory_map=False, TPCH-15, scale_factor=0.01, R 0.307 s 1.211
2023-01-16 13:34 R tpch arrow, parquet, memory_map=False, TPCH-15, scale_factor=1, R 0.769 s 1.196
2023-01-16 13:33 R tpch arrow, parquet, memory_map=False, TPCH-14, scale_factor=10, R 28.852 s -1.506
2023-01-16 13:34 R tpch arrow, parquet, memory_map=False, TPCH-15, scale_factor=0.1, R 0.355 s 1.009
2023-01-16 13:31 R tpch arrow, native, memory_map=False, TPCH-14, scale_factor=10, R 2.400 s -0.924
2023-01-16 13:38 R tpch arrow, parquet, memory_map=False, TPCH-15, scale_factor=10, R 6.070 s -0.574
2023-01-16 13:38 R tpch arrow, native, memory_map=False, TPCH-16, scale_factor=0.01, R 0.226 s 1.623
2023-01-16 13:39 R tpch arrow, native, memory_map=False, TPCH-16, scale_factor=1, R 0.387 s 0.674
2023-01-16 13:41 R tpch arrow, native, memory_map=False, TPCH-17, scale_factor=0.01, R 0.255 s 0.474
2023-01-16 13:42 R tpch arrow, parquet, memory_map=False, TPCH-17, scale_factor=0.1, R 0.452 s 1.782
2023-01-16 13:33 R tpch arrow, native, memory_map=False, TPCH-15, scale_factor=0.01, R 0.244 s 0.930
2023-01-16 13:38 R tpch arrow, native, memory_map=False, TPCH-15, scale_factor=10, R 0.884 s -1.362
2023-01-16 13:39 R tpch arrow, parquet, memory_map=False, TPCH-16, scale_factor=0.1, R 0.365 s 1.255
2023-01-16 13:39 R tpch arrow, parquet, memory_map=False, TPCH-16, scale_factor=1, R 0.828 s 1.290
2023-01-16 13:34 R tpch arrow, native, memory_map=False, TPCH-15, scale_factor=1, R 0.292 s 1.522
2023-01-16 13:39 R tpch arrow, native, memory_map=False, TPCH-16, scale_factor=0.1, R 0.261 s 0.787
2023-01-16 13:41 R tpch arrow, parquet, memory_map=False, TPCH-17, scale_factor=0.01, R 0.327 s 1.259
2023-01-16 13:41 R tpch arrow, native, memory_map=False, TPCH-17, scale_factor=0.1, R 0.264 s 0.369
2023-01-16 13:33 R tpch arrow, native, memory_map=False, TPCH-15, scale_factor=0.1, R 0.247 s 0.821
2023-01-16 13:39 R tpch arrow, parquet, memory_map=False, TPCH-16, scale_factor=0.01, R 0.292 s 1.452
2023-01-16 13:40 R tpch arrow, native, memory_map=False, TPCH-16, scale_factor=10, R 1.106 s 0.067
2023-01-16 13:48 R tpch arrow, parquet, memory_map=False, TPCH-18, scale_factor=0.01, R 0.296 s 1.452
2023-01-16 13:48 R tpch arrow, parquet, memory_map=False, TPCH-18, scale_factor=0.1, R 0.337 s 0.691
2023-01-16 13:49 R tpch arrow, native, memory_map=False, TPCH-18, scale_factor=1, R 0.538 s -1.249
2023-01-16 13:41 R tpch arrow, parquet, memory_map=False, TPCH-16, scale_factor=10, R 11.554 s -0.933
2023-01-16 13:48 R tpch arrow, native, memory_map=False, TPCH-18, scale_factor=0.01, R 0.230 s 0.687
2023-01-16 13:46 R tpch arrow, native, memory_map=False, TPCH-17, scale_factor=10, R 0.932 s -1.180
2023-01-16 13:48 R tpch arrow, parquet, memory_map=False, TPCH-17, scale_factor=10, R 31.537 s -1.116
2023-01-16 13:42 R tpch arrow, native, memory_map=False, TPCH-17, scale_factor=1, R 0.318 s 0.300
2023-01-16 13:42 R tpch arrow, parquet, memory_map=False, TPCH-17, scale_factor=1, R 2.717 s -0.160
2023-01-16 13:49 R tpch arrow, parquet, memory_map=False, TPCH-18, scale_factor=1, R 0.749 s 0.541
2023-01-16 13:48 R tpch arrow, native, memory_map=False, TPCH-18, scale_factor=0.1, R 0.250 s 0.957
2023-01-16 13:54 R tpch arrow, native, memory_map=False, TPCH-18, scale_factor=10, R 4.841 s -1.994
2023-01-16 13:55 R tpch arrow, parquet, memory_map=False, TPCH-18, scale_factor=10, R 13.314 s -1.758
2023-01-16 13:55 R tpch arrow, native, memory_map=False, TPCH-19, scale_factor=0.01, R 0.311 s 0.513
2023-01-16 13:55 R tpch arrow, parquet, memory_map=False, TPCH-19, scale_factor=0.01, R 0.384 s 1.202
2023-01-16 13:56 R tpch arrow, native, memory_map=False, TPCH-19, scale_factor=1, R 1.201 s -0.745
2023-01-16 13:55 R tpch arrow, native, memory_map=False, TPCH-19, scale_factor=0.1, R 0.505 s 0.038
2023-01-16 13:56 R tpch arrow, parquet, memory_map=False, TPCH-19, scale_factor=1, R 3.066 s -0.200
2023-01-16 13:55 R tpch arrow, parquet, memory_map=False, TPCH-19, scale_factor=0.1, R 0.585 s 0.834
2023-01-16 14:02 R tpch arrow, parquet, memory_map=False, TPCH-19, scale_factor=10, R 31.093 s -1.602
2023-01-16 14:03 R tpch arrow, parquet, memory_map=False, TPCH-20, scale_factor=0.1, R 0.497 s 1.613
2023-01-16 14:03 R tpch arrow, native, memory_map=False, TPCH-20, scale_factor=0.1, R 0.297 s 1.311
2023-01-16 14:02 R tpch arrow, parquet, memory_map=False, TPCH-20, scale_factor=0.01, R 0.388 s 1.067
2023-01-16 14:04 R tpch arrow, parquet, memory_map=False, TPCH-20, scale_factor=1, R 3.341 s 0.404
2023-01-16 14:00 R tpch arrow, native, memory_map=False, TPCH-19, scale_factor=10, R 9.003 s -1.034
2023-01-16 14:03 R tpch arrow, native, memory_map=False, TPCH-20, scale_factor=1, R 0.353 s 0.304
2023-01-16 14:02 R tpch arrow, native, memory_map=False, TPCH-20, scale_factor=0.01, R 0.301 s 0.338
2023-01-16 14:10 R tpch arrow, native, memory_map=False, TPCH-21, scale_factor=0.01, R 0.452 s -0.201
2023-01-16 14:11 R tpch arrow, parquet, memory_map=False, TPCH-21, scale_factor=0.1, R 0.968 s -0.072
2023-01-16 14:08 R tpch arrow, native, memory_map=False, TPCH-20, scale_factor=10, R 0.927 s -1.383
2023-01-16 14:10 R tpch arrow, parquet, memory_map=False, TPCH-20, scale_factor=10, R 36.654 s -0.334
2023-01-16 14:10 R tpch arrow, parquet, memory_map=False, TPCH-21, scale_factor=0.01, R 0.533 s 0.422
2023-01-16 14:10 R tpch arrow, native, memory_map=False, TPCH-21, scale_factor=0.1, R 0.839 s -0.032
2023-01-16 14:19 R tpch arrow, native, memory_map=False, TPCH-21, scale_factor=10, R 41.978 s -1.646
2023-01-16 14:12 R tpch arrow, parquet, memory_map=False, TPCH-21, scale_factor=1, R 5.042 s -0.500
2023-01-16 14:11 R tpch arrow, native, memory_map=False, TPCH-21, scale_factor=1, R 3.818 s -1.477
2023-01-16 14:22 R tpch arrow, parquet, memory_map=False, TPCH-21, scale_factor=10, R 55.949 s -1.043
2023-01-16 14:22 R tpch arrow, native, memory_map=False, TPCH-22, scale_factor=0.01, R 0.232 s 0.548
2023-01-16 14:22 R tpch arrow, native, memory_map=False, TPCH-22, scale_factor=0.1, R 0.231 s 1.680
2023-01-16 14:22 R tpch arrow, parquet, memory_map=False, TPCH-22, scale_factor=0.01, R 0.294 s 1.390
2023-01-16 14:24 R tpch arrow, native, memory_map=False, TPCH-22, scale_factor=10, R 0.386 s 1.488
2023-01-16 14:22 R tpch arrow, parquet, memory_map=False, TPCH-22, scale_factor=0.1, R 0.323 s 2.032
2023-01-16 14:23 R tpch arrow, parquet, memory_map=False, TPCH-22, scale_factor=1, R 0.664 s 1.612
2023-01-16 14:22 R tpch arrow, native, memory_map=False, TPCH-22, scale_factor=1, R 0.257 s 2.142
2023-01-16 14:24 R tpch arrow, parquet, memory_map=False, TPCH-22, scale_factor=10, R 11.121 s -0.774