Benchmarks
Date Lang Batch Benchmark Mean Z-Score Error
2022-11-18 01:45 R tpch arrow, native, memory_map=False, TPCH-01, scale_factor=1, R 0.333 s 0.611
2022-11-18 01:58 R tpch arrow, native, memory_map=False, TPCH-03, scale_factor=0.01, R 0.266 s -0.311
2022-11-18 01:43 R tpch arrow, native, memory_map=False, TPCH-01, scale_factor=0.1, R 0.229 s 0.487
2022-11-18 01:56 R tpch arrow, parquet, memory_map=False, TPCH-02, scale_factor=0.01, R 0.391 s 0.534
2022-11-18 01:43 R tpch arrow, parquet, memory_map=False, TPCH-01, scale_factor=0.1, R 0.358 s 0.553
2022-11-18 01:45 R tpch arrow, parquet, memory_map=False, TPCH-01, scale_factor=1, R 0.822 s 0.775
2022-11-18 01:54 R tpch arrow, native, memory_map=False, TPCH-01, scale_factor=10, R 1.407 s -0.219
2022-11-18 01:55 R tpch arrow, parquet, memory_map=False, TPCH-01, scale_factor=10, R 5.671 s 0.843
2022-11-18 01:58 R tpch arrow, parquet, memory_map=False, TPCH-03, scale_factor=0.01, R 0.323 s 0.436
2022-11-18 01:59 R tpch arrow, native, memory_map=False, TPCH-03, scale_factor=1, R 0.366 s 0.630
2022-11-18 01:43 R tpch arrow, parquet, memory_map=False, TPCH-01, scale_factor=0.01, R 0.292 s 0.657
2022-11-18 01:56 R tpch arrow, native, memory_map=False, TPCH-02, scale_factor=0.01, R 0.320 s -0.123
2022-11-18 01:56 R tpch arrow, native, memory_map=False, TPCH-02, scale_factor=1, R 0.398 s 0.842
2022-11-18 01:57 R tpch arrow, parquet, memory_map=False, TPCH-02, scale_factor=1, R 0.535 s 0.386
2022-11-18 01:58 R tpch arrow, native, memory_map=False, TPCH-02, scale_factor=10, R 0.904 s 0.394
2022-11-18 01:42 R tpch arrow, native, memory_map=False, TPCH-01, scale_factor=0.01, R 0.221 s 0.588
2022-11-18 02:00 R tpch arrow, parquet, memory_map=False, TPCH-03, scale_factor=1, R 0.861 s -0.429
2022-11-18 02:04 R tpch arrow, native, memory_map=False, TPCH-03, scale_factor=10, R 1.286 s 1.389
2022-11-18 01:58 R tpch arrow, parquet, memory_map=False, TPCH-02, scale_factor=10, R 1.437 s 1.006
2022-11-18 01:59 R tpch arrow, native, memory_map=False, TPCH-03, scale_factor=0.1, R 0.268 s 0.401
2022-11-18 01:59 R tpch arrow, parquet, memory_map=False, TPCH-03, scale_factor=0.1, R 0.371 s 0.363
2022-11-18 01:56 R tpch arrow, native, memory_map=False, TPCH-02, scale_factor=0.1, R 0.329 s -0.150
2022-11-18 01:56 R tpch arrow, parquet, memory_map=False, TPCH-02, scale_factor=0.1, R 0.407 s 0.550
2022-11-18 02:05 R tpch arrow, native, memory_map=False, TPCH-04, scale_factor=0.01, R 0.233 s -0.436
2022-11-18 02:05 R tpch arrow, parquet, memory_map=False, TPCH-03, scale_factor=10, R 7.542 s 1.349
2022-11-18 02:05 R tpch arrow, parquet, memory_map=False, TPCH-04, scale_factor=0.01, R 0.300 s -0.264
2022-11-18 02:06 R tpch arrow, native, memory_map=False, TPCH-04, scale_factor=0.1, R 0.243 s -0.591
2022-11-18 02:06 R tpch arrow, parquet, memory_map=False, TPCH-04, scale_factor=0.1, R 0.321 s -0.322
2022-11-18 02:06 R tpch arrow, native, memory_map=False, TPCH-04, scale_factor=1, R 0.338 s -0.259
2022-11-18 02:07 R tpch arrow, parquet, memory_map=False, TPCH-04, scale_factor=1, R 0.483 s -0.454
2022-11-18 02:13 R tpch arrow, native, memory_map=False, TPCH-05, scale_factor=1, R 0.383 s -0.497
2022-11-18 02:11 R tpch arrow, native, memory_map=False, TPCH-04, scale_factor=10, R 1.246 s 1.931
2022-11-18 02:11 R tpch arrow, native, memory_map=False, TPCH-05, scale_factor=0.01, R 0.299 s -0.589
2022-11-18 02:11 R tpch arrow, parquet, memory_map=False, TPCH-04, scale_factor=10, R 3.571 s -0.137
2022-11-18 02:17 R tpch arrow, native, memory_map=False, TPCH-05, scale_factor=10, R 0.893 s 0.933
2022-11-18 02:12 R tpch arrow, parquet, memory_map=False, TPCH-05, scale_factor=0.01, R 0.391 s -0.636
2022-11-18 02:12 R tpch arrow, native, memory_map=False, TPCH-05, scale_factor=0.1, R 0.306 s -0.247
2022-11-18 02:12 R tpch arrow, parquet, memory_map=False, TPCH-05, scale_factor=0.1, R 0.445 s -0.673
2022-11-18 02:18 R tpch arrow, native, memory_map=False, TPCH-06, scale_factor=0.1, R 0.193 s -0.034
2022-11-18 02:19 R tpch arrow, parquet, memory_map=False, TPCH-06, scale_factor=1, R 0.786 s -0.346
2022-11-18 02:18 R tpch arrow, parquet, memory_map=False, TPCH-05, scale_factor=10, R 8.336 s 0.332
2022-11-18 02:23 R tpch arrow, native, memory_map=False, TPCH-07, scale_factor=0.01, R 0.332 s -0.546
2022-11-18 02:24 R tpch arrow, native, memory_map=False, TPCH-07, scale_factor=0.1, R 0.335 s -0.277
2022-11-18 02:13 R tpch arrow, parquet, memory_map=False, TPCH-05, scale_factor=1, R 0.927 s -0.519
2022-11-18 02:31 R tpch arrow, native, memory_map=False, TPCH-08, scale_factor=1, R 0.426 s -0.803
2022-11-18 02:18 R tpch arrow, native, memory_map=False, TPCH-06, scale_factor=0.01, R 0.194 s -0.255
2022-11-18 02:23 R tpch arrow, parquet, memory_map=False, TPCH-06, scale_factor=10, R 5.662 s -1.187
2022-11-18 02:24 R tpch arrow, parquet, memory_map=False, TPCH-07, scale_factor=0.01, R 0.419 s -0.533
2022-11-18 02:25 R tpch arrow, parquet, memory_map=False, TPCH-07, scale_factor=1, R 0.967 s -0.775
2022-11-18 02:29 R tpch arrow, native, memory_map=False, TPCH-07, scale_factor=10, R 1.070 s 0.579
2022-11-18 02:18 R tpch arrow, parquet, memory_map=False, TPCH-06, scale_factor=0.01, R 0.267 s -0.084
2022-11-18 02:19 R tpch arrow, parquet, memory_map=False, TPCH-06, scale_factor=0.1, R 0.314 s -0.155
2022-11-18 02:19 R tpch arrow, native, memory_map=False, TPCH-06, scale_factor=1, R 0.223 s 0.005
2022-11-18 02:30 R tpch arrow, parquet, memory_map=False, TPCH-07, scale_factor=10, R 8.850 s 0.493
2022-11-18 02:30 R tpch arrow, parquet, memory_map=False, TPCH-08, scale_factor=0.01, R 0.469 s -0.175
2022-11-18 02:31 R tpch arrow, parquet, memory_map=False, TPCH-08, scale_factor=0.1, R 0.525 s -0.536
2022-11-18 02:25 R tpch arrow, native, memory_map=False, TPCH-07, scale_factor=1, R 0.416 s -0.224
2022-11-18 02:31 R tpch arrow, native, memory_map=False, TPCH-08, scale_factor=0.1, R 0.378 s -0.018
2022-11-18 02:32 R tpch arrow, parquet, memory_map=False, TPCH-08, scale_factor=1, R 1.002 s -0.456
2022-11-18 02:23 R tpch arrow, native, memory_map=False, TPCH-06, scale_factor=10, R 0.496 s -0.251
2022-11-18 02:24 R tpch arrow, parquet, memory_map=False, TPCH-07, scale_factor=0.1, R 0.463 s -0.144
2022-11-18 02:30 R tpch arrow, native, memory_map=False, TPCH-08, scale_factor=0.01, R 0.372 s -0.353
2022-11-18 04:02 R tpch arrow, parquet, memory_map=False, TPCH-22, scale_factor=0.01, R 0.309 s -0.082
2022-11-18 04:04 R tpch arrow, native, memory_map=False, TPCH-22, scale_factor=10, R 0.390 s 0.257
2022-11-18 02:37 R tpch arrow, native, memory_map=False, TPCH-09, scale_factor=0.1, R 0.345 s -0.305
2022-11-18 04:01 R tpch arrow, parquet, memory_map=False, TPCH-21, scale_factor=10, R 53.073 s -0.327
2022-11-18 02:36 R tpch arrow, native, memory_map=False, TPCH-08, scale_factor=10, R 0.801 s 0.118
2022-11-18 02:43 R tpch arrow, native, memory_map=False, TPCH-09, scale_factor=10, R 1.362 s -0.257
2022-11-18 02:44 R tpch arrow, parquet, memory_map=False, TPCH-09, scale_factor=10, R 11.714 s 0.059
2022-11-18 02:37 R tpch arrow, parquet, memory_map=False, TPCH-09, scale_factor=0.01, R 0.401 s -0.111
2022-11-18 02:44 R tpch arrow, parquet, memory_map=False, TPCH-10, scale_factor=0.01, R 0.377 s -0.634
2022-11-18 02:45 R tpch arrow, parquet, memory_map=False, TPCH-10, scale_factor=0.1, R 0.429 s -0.408
2022-11-18 02:38 R tpch arrow, parquet, memory_map=False, TPCH-09, scale_factor=1, R 1.081 s -0.346
2022-11-18 02:37 R tpch arrow, parquet, memory_map=False, TPCH-08, scale_factor=10, R 10.300 s 0.427
2022-11-18 02:37 R tpch arrow, native, memory_map=False, TPCH-09, scale_factor=0.01, R 0.316 s -0.428
2022-11-18 02:38 R tpch arrow, parquet, memory_map=False, TPCH-09, scale_factor=0.1, R 0.473 s -0.489
2022-11-18 02:45 R tpch arrow, native, memory_map=False, TPCH-10, scale_factor=0.1, R 0.303 s -0.446
2022-11-18 02:38 R tpch arrow, native, memory_map=False, TPCH-09, scale_factor=1, R 0.522 s 0.028
2022-11-18 02:44 R tpch arrow, native, memory_map=False, TPCH-10, scale_factor=0.01, R 0.294 s -0.118
2022-11-18 02:45 R tpch arrow, native, memory_map=False, TPCH-10, scale_factor=1, R 0.390 s -0.264
2022-11-18 02:46 R tpch arrow, parquet, memory_map=False, TPCH-10, scale_factor=1, R 0.949 s -0.711
2022-11-18 02:52 R tpch arrow, native, memory_map=False, TPCH-11, scale_factor=1, R 0.399 s -0.881
2022-11-18 02:53 R tpch arrow, parquet, memory_map=False, TPCH-11, scale_factor=10, R 11.190 s -3.968
2022-11-18 02:52 R tpch arrow, parquet, memory_map=False, TPCH-11, scale_factor=1, R 1.210 s -1.266
2022-11-18 02:54 R tpch arrow, parquet, memory_map=False, TPCH-12, scale_factor=0.01, R 0.336 s -0.634
2022-11-18 03:03 R tpch arrow, parquet, memory_map=False, TPCH-13, scale_factor=1, R 1.392 s -0.973
2022-11-18 03:18 R tpch arrow, parquet, memory_map=False, TPCH-15, scale_factor=10, R 6.552 s -0.371
2022-11-18 02:51 R tpch arrow, parquet, memory_map=False, TPCH-11, scale_factor=0.01, R 0.333 s -0.201
2022-11-18 02:51 R tpch arrow, native, memory_map=False, TPCH-11, scale_factor=0.1, R 0.275 s -0.666
2022-11-18 02:51 R tpch arrow, parquet, memory_map=False, TPCH-11, scale_factor=0.1, R 0.437 s -1.036
2022-11-18 02:55 R tpch arrow, native, memory_map=False, TPCH-12, scale_factor=1, R 0.652 s -0.722
2022-11-18 03:06 R tpch arrow, native, memory_map=False, TPCH-14, scale_factor=0.1, R 0.283 s -0.804
2022-11-18 03:06 R tpch arrow, native, memory_map=False, TPCH-14, scale_factor=1, R 0.554 s -0.342
2022-11-18 03:18 R tpch arrow, parquet, memory_map=False, TPCH-16, scale_factor=0.1, R 0.402 s -0.764
2022-11-18 02:54 R tpch arrow, native, memory_map=False, TPCH-12, scale_factor=0.01, R 0.242 s -0.188
2022-11-18 03:04 R tpch arrow, native, memory_map=False, TPCH-13, scale_factor=10, R 4.643 s 0.719
2022-11-18 03:12 R tpch arrow, native, memory_map=False, TPCH-15, scale_factor=0.01, R 0.244 s -0.484
2022-11-18 03:13 R tpch arrow, parquet, memory_map=False, TPCH-15, scale_factor=1, R 0.932 s -0.916
2022-11-18 02:54 R tpch arrow, native, memory_map=False, TPCH-12, scale_factor=0.1, R 0.368 s -0.458
2022-11-18 03:13 R tpch arrow, native, memory_map=False, TPCH-15, scale_factor=1, R 0.296 s -1.082
2022-11-18 03:35 R tpch arrow, parquet, memory_map=False, TPCH-19, scale_factor=0.1, R 0.635 s -0.449
2022-11-18 03:05 R tpch arrow, native, memory_map=False, TPCH-14, scale_factor=0.01, R 0.249 s -0.503
2022-11-18 03:05 R tpch arrow, parquet, memory_map=False, TPCH-14, scale_factor=0.01, R 0.341 s -0.410
2022-11-18 03:06 R tpch arrow, parquet, memory_map=False, TPCH-14, scale_factor=0.1, R 0.514 s -0.301
2022-11-18 02:51 R tpch arrow, native, memory_map=False, TPCH-11, scale_factor=0.01, R 0.249 s -0.445
2022-11-18 02:53 R tpch arrow, native, memory_map=False, TPCH-11, scale_factor=10, R 1.094 s -1.420
2022-11-18 03:01 R tpch arrow, parquet, memory_map=False, TPCH-12, scale_factor=10, R 35.334 s -1.214
2022-11-18 03:02 R tpch arrow, native, memory_map=False, TPCH-13, scale_factor=0.01, R 0.222 s -0.551
2022-11-18 03:02 R tpch arrow, parquet, memory_map=False, TPCH-13, scale_factor=0.01, R 0.300 s -0.117
2022-11-18 03:02 R tpch arrow, native, memory_map=False, TPCH-13, scale_factor=0.1, R 0.401 s -0.974
2022-11-18 02:50 R tpch arrow, native, memory_map=False, TPCH-10, scale_factor=10, R 1.178 s -0.508
2022-11-18 02:51 R tpch arrow, parquet, memory_map=False, TPCH-10, scale_factor=10, R 9.305 s 0.063
2022-11-18 02:54 R tpch arrow, parquet, memory_map=False, TPCH-12, scale_factor=0.1, R 0.534 s -1.113
2022-11-18 03:02 R tpch arrow, parquet, memory_map=False, TPCH-13, scale_factor=0.1, R 0.553 s -0.727
2022-11-18 03:03 R tpch arrow, native, memory_map=False, TPCH-13, scale_factor=1, R 0.797 s 0.152
2022-11-18 03:05 R tpch arrow, parquet, memory_map=False, TPCH-13, scale_factor=10, R 15.460 s -0.593
2022-11-18 03:13 R tpch arrow, parquet, memory_map=False, TPCH-15, scale_factor=0.1, R 0.372 s -0.439
2022-11-18 03:17 R tpch arrow, native, memory_map=False, TPCH-15, scale_factor=10, R 0.838 s -0.826
2022-11-18 03:18 R tpch arrow, native, memory_map=False, TPCH-16, scale_factor=0.01, R 0.238 s -0.679
2022-11-18 03:20 R tpch arrow, parquet, memory_map=False, TPCH-16, scale_factor=10, R 11.505 s 0.227
2022-11-18 03:21 R tpch arrow, native, memory_map=False, TPCH-17, scale_factor=0.1, R 0.266 s -0.433
2022-11-18 02:55 R tpch arrow, parquet, memory_map=False, TPCH-12, scale_factor=1, R 3.101 s -0.836
2022-11-18 02:59 R tpch arrow, native, memory_map=False, TPCH-12, scale_factor=10, R 3.587 s -0.721
2022-11-18 03:21 R tpch arrow, parquet, memory_map=False, TPCH-17, scale_factor=0.1, R 0.542 s -0.531
2022-11-18 03:27 R tpch arrow, parquet, memory_map=False, TPCH-17, scale_factor=10, R 31.549 s 0.234
2022-11-18 03:28 R tpch arrow, parquet, memory_map=False, TPCH-18, scale_factor=0.1, R 0.362 s -0.405
2022-11-18 03:36 R tpch arrow, parquet, memory_map=False, TPCH-19, scale_factor=1, R 3.053 s -0.707
2022-11-18 03:07 R tpch arrow, parquet, memory_map=False, TPCH-14, scale_factor=1, R 2.544 s -0.860
2022-11-18 03:10 R tpch arrow, native, memory_map=False, TPCH-14, scale_factor=10, R 2.274 s 0.793
2022-11-18 03:28 R tpch arrow, native, memory_map=False, TPCH-18, scale_factor=0.1, R 0.254 s 0.050
2022-11-18 03:33 R tpch arrow, native, memory_map=False, TPCH-18, scale_factor=10, R 4.355 s 1.037
2022-11-18 03:35 R tpch arrow, native, memory_map=False, TPCH-19, scale_factor=0.01, R 0.304 s 0.331
2022-11-18 03:13 R tpch arrow, native, memory_map=False, TPCH-15, scale_factor=0.1, R 0.251 s -1.481
2022-11-18 03:28 R tpch arrow, parquet, memory_map=False, TPCH-18, scale_factor=0.01, R 0.319 s -0.382
2022-11-18 03:42 R tpch arrow, native, memory_map=False, TPCH-20, scale_factor=0.1, R 0.305 s -0.010
2022-11-18 03:12 R tpch arrow, parquet, memory_map=False, TPCH-14, scale_factor=10, R 28.633 s -0.162
2022-11-18 03:12 R tpch arrow, parquet, memory_map=False, TPCH-15, scale_factor=0.01, R 0.321 s -0.365
2022-11-18 03:19 R tpch arrow, parquet, memory_map=False, TPCH-16, scale_factor=1, R 1.008 s -0.458
2022-11-18 03:20 R tpch arrow, native, memory_map=False, TPCH-17, scale_factor=0.01, R 0.259 s -0.617
2022-11-18 03:28 R tpch arrow, native, memory_map=False, TPCH-18, scale_factor=0.01, R 0.236 s -0.289
2022-11-18 03:29 R tpch arrow, native, memory_map=False, TPCH-18, scale_factor=1, R 0.510 s -0.474
2022-11-18 03:18 R tpch arrow, parquet, memory_map=False, TPCH-16, scale_factor=0.01, R 0.316 s -0.617
2022-11-18 03:18 R tpch arrow, native, memory_map=False, TPCH-16, scale_factor=0.1, R 0.267 s -0.506
2022-11-18 03:20 R tpch arrow, native, memory_map=False, TPCH-16, scale_factor=10, R 1.111 s 0.694
2022-11-18 03:29 R tpch arrow, parquet, memory_map=False, TPCH-18, scale_factor=1, R 0.854 s -0.825
2022-11-18 03:35 R tpch arrow, native, memory_map=False, TPCH-19, scale_factor=0.1, R 0.494 s -0.295
2022-11-18 03:42 R tpch arrow, parquet, memory_map=False, TPCH-20, scale_factor=0.01, R 0.411 s -0.468
2022-11-18 03:43 R tpch arrow, parquet, memory_map=False, TPCH-20, scale_factor=0.1, R 0.573 s -0.628
2022-11-18 03:19 R tpch arrow, native, memory_map=False, TPCH-16, scale_factor=1, R 0.393 s -0.049
2022-11-18 03:22 R tpch arrow, native, memory_map=False, TPCH-17, scale_factor=1, R 0.318 s -0.308
2022-11-18 03:22 R tpch arrow, parquet, memory_map=False, TPCH-17, scale_factor=1, R 2.726 s 0.259
2022-11-18 03:26 R tpch arrow, native, memory_map=False, TPCH-17, scale_factor=10, R 0.927 s -1.226
2022-11-18 03:36 R tpch arrow, native, memory_map=False, TPCH-19, scale_factor=1, R 1.162 s -0.657
2022-11-18 03:44 R tpch arrow, parquet, memory_map=False, TPCH-20, scale_factor=1, R 3.361 s -0.974
2022-11-18 03:21 R tpch arrow, parquet, memory_map=False, TPCH-17, scale_factor=0.01, R 0.346 s -0.314
2022-11-18 03:34 R tpch arrow, parquet, memory_map=False, TPCH-18, scale_factor=10, R 13.145 s 0.354
2022-11-18 03:35 R tpch arrow, parquet, memory_map=False, TPCH-19, scale_factor=0.01, R 0.401 s -0.277
2022-11-18 03:40 R tpch arrow, native, memory_map=False, TPCH-19, scale_factor=10, R 8.610 s 0.499
2022-11-18 03:42 R tpch arrow, native, memory_map=False, TPCH-20, scale_factor=0.01, R 0.307 s -0.430
2022-11-18 03:42 R tpch arrow, parquet, memory_map=False, TPCH-19, scale_factor=10, R 30.668 s 0.460
2022-11-18 03:43 R tpch arrow, native, memory_map=False, TPCH-20, scale_factor=1, R 0.358 s -0.318
2022-11-18 03:48 R tpch arrow, native, memory_map=False, TPCH-20, scale_factor=10, R 0.914 s -0.440
2022-11-18 03:50 R tpch arrow, native, memory_map=False, TPCH-21, scale_factor=0.01, R 0.431 s -0.265
2022-11-18 03:50 R tpch arrow, native, memory_map=False, TPCH-21, scale_factor=0.1, R 0.814 s 0.174
2022-11-18 03:50 R tpch arrow, parquet, memory_map=False, TPCH-20, scale_factor=10, R 36.836 s -1.736
2022-11-18 03:50 R tpch arrow, parquet, memory_map=False, TPCH-21, scale_factor=0.01, R 0.531 s -0.123
2022-11-18 03:51 R tpch arrow, parquet, memory_map=False, TPCH-21, scale_factor=0.1, R 0.974 s -0.430
2022-11-18 03:51 R tpch arrow, native, memory_map=False, TPCH-21, scale_factor=1, R 3.547 s 0.134
2022-11-18 03:52 R tpch arrow, parquet, memory_map=False, TPCH-21, scale_factor=1, R 5.060 s -0.575
2022-11-18 03:58 R tpch arrow, native, memory_map=False, TPCH-21, scale_factor=10, R 38.223 s 1.934
2022-11-18 04:04 R tpch arrow, parquet, memory_map=False, TPCH-22, scale_factor=10, R 11.092 s -0.693
2022-11-18 04:02 R tpch arrow, native, memory_map=False, TPCH-22, scale_factor=0.01, R 0.235 s -0.803
2022-11-18 04:03 R tpch arrow, parquet, memory_map=False, TPCH-22, scale_factor=1, R 0.853 s -1.204
2022-11-18 04:02 R tpch arrow, parquet, memory_map=False, TPCH-22, scale_factor=0.1, R 0.362 s -0.512
2022-11-18 04:02 R tpch arrow, native, memory_map=False, TPCH-22, scale_factor=1, R 0.267 s -0.444
2022-11-18 04:02 R tpch arrow, native, memory_map=False, TPCH-22, scale_factor=0.1, R 0.239 s -0.535