Benchmarks
Date Lang Batch Benchmark Mean Z-Score Error
2022-11-15 09:41 R tpch arrow, native, memory_map=False, TPCH-01, scale_factor=0.01, R 0.221 s 0.362
2022-11-15 09:43 R tpch arrow, native, memory_map=False, TPCH-01, scale_factor=1, R 0.331 s 0.445
2022-11-15 09:52 R tpch arrow, native, memory_map=False, TPCH-01, scale_factor=10, R 1.434 s -1.660
2022-11-15 09:57 R tpch arrow, parquet, memory_map=False, TPCH-03, scale_factor=0.1, R 0.365 s 0.199
2022-11-15 09:54 R tpch arrow, parquet, memory_map=False, TPCH-02, scale_factor=0.01, R 0.398 s -0.220
2022-11-15 10:05 R tpch arrow, parquet, memory_map=False, TPCH-04, scale_factor=1, R 0.460 s -0.474
2022-11-15 09:54 R tpch arrow, native, memory_map=False, TPCH-02, scale_factor=0.01, R 0.322 s 0.126
2022-11-15 09:57 R tpch arrow, native, memory_map=False, TPCH-03, scale_factor=0.1, R 0.267 s 0.532
2022-11-15 10:04 R tpch arrow, native, memory_map=False, TPCH-04, scale_factor=0.1, R 0.241 s 0.049
2022-11-15 09:41 R tpch arrow, native, memory_map=False, TPCH-01, scale_factor=0.1, R 0.230 s 0.331
2022-11-15 10:03 R tpch arrow, parquet, memory_map=False, TPCH-04, scale_factor=0.01, R 0.307 s -0.884
2022-11-15 10:03 R tpch arrow, native, memory_map=False, TPCH-04, scale_factor=0.01, R 0.231 s 0.294
2022-11-15 09:42 R tpch arrow, parquet, memory_map=False, TPCH-01, scale_factor=0.1, R 0.356 s 0.031
2022-11-15 10:04 R tpch arrow, native, memory_map=False, TPCH-04, scale_factor=1, R 0.338 s 0.017
2022-11-15 09:41 R tpch arrow, parquet, memory_map=False, TPCH-01, scale_factor=0.01, R 0.299 s -0.353
2022-11-15 09:43 R tpch arrow, parquet, memory_map=False, TPCH-01, scale_factor=1, R 0.791 s 0.261
2022-11-15 09:58 R tpch arrow, native, memory_map=False, TPCH-03, scale_factor=1, R 0.373 s -0.287
2022-11-15 10:03 R tpch arrow, parquet, memory_map=False, TPCH-03, scale_factor=10, R 7.346 s 0.622
2022-11-15 09:54 R tpch arrow, parquet, memory_map=False, TPCH-01, scale_factor=10, R 5.459 s 0.589
2022-11-15 09:57 R tpch arrow, parquet, memory_map=False, TPCH-03, scale_factor=0.01, R 0.324 s 0.057
2022-11-15 10:02 R tpch arrow, native, memory_map=False, TPCH-03, scale_factor=10, R 1.296 s -0.108
2022-11-15 09:54 R tpch arrow, parquet, memory_map=False, TPCH-02, scale_factor=0.1, R 0.410 s 0.047
2022-11-15 09:55 R tpch arrow, parquet, memory_map=False, TPCH-02, scale_factor=1, R 0.532 s 0.094
2022-11-15 09:54 R tpch arrow, native, memory_map=False, TPCH-02, scale_factor=0.1, R 0.329 s 0.392
2022-11-15 09:55 R tpch arrow, native, memory_map=False, TPCH-02, scale_factor=1, R 0.402 s 0.366
2022-11-15 09:56 R tpch arrow, native, memory_map=False, TPCH-03, scale_factor=0.01, R 0.259 s 0.616
2022-11-15 09:56 R tpch arrow, native, memory_map=False, TPCH-02, scale_factor=10, R 0.903 s 0.536
2022-11-15 10:09 R tpch arrow, native, memory_map=False, TPCH-05, scale_factor=0.01, R 0.299 s 0.106
2022-11-15 09:56 R tpch arrow, parquet, memory_map=False, TPCH-02, scale_factor=10, R 1.427 s -0.263
2022-11-15 09:58 R tpch arrow, parquet, memory_map=False, TPCH-03, scale_factor=1, R 0.777 s -0.093
2022-11-15 10:04 R tpch arrow, parquet, memory_map=False, TPCH-04, scale_factor=0.1, R 0.320 s -0.634
2022-11-15 10:09 R tpch arrow, parquet, memory_map=False, TPCH-04, scale_factor=10, R 3.553 s 0.326
2022-11-15 10:10 R tpch arrow, parquet, memory_map=False, TPCH-05, scale_factor=0.01, R 0.387 s -0.432
2022-11-15 10:10 R tpch arrow, parquet, memory_map=False, TPCH-05, scale_factor=0.1, R 0.434 s -0.411
2022-11-15 10:10 R tpch arrow, native, memory_map=False, TPCH-05, scale_factor=1, R 0.379 s 0.453
2022-11-15 10:10 R tpch arrow, native, memory_map=False, TPCH-05, scale_factor=0.1, R 0.306 s 0.375
2022-11-15 10:09 R tpch arrow, native, memory_map=False, TPCH-04, scale_factor=10, R 1.253 s 0.102
2022-11-15 10:11 R tpch arrow, parquet, memory_map=False, TPCH-05, scale_factor=1, R 0.855 s -0.331
2022-11-15 10:22 R tpch arrow, parquet, memory_map=False, TPCH-07, scale_factor=0.1, R 0.458 s -0.173
2022-11-15 10:17 R tpch arrow, native, memory_map=False, TPCH-06, scale_factor=1, R 0.225 s -0.582
2022-11-15 10:16 R tpch arrow, parquet, memory_map=False, TPCH-06, scale_factor=0.1, R 0.315 s -0.908
2022-11-15 10:21 R tpch arrow, native, memory_map=False, TPCH-06, scale_factor=10, R 0.501 s -0.279
2022-11-15 10:17 R tpch arrow, parquet, memory_map=False, TPCH-06, scale_factor=1, R 0.712 s -0.450
2022-11-15 10:36 R tpch arrow, native, memory_map=False, TPCH-09, scale_factor=1, R 0.519 s 0.779
2022-11-15 10:42 R tpch arrow, native, memory_map=False, TPCH-10, scale_factor=0.1, R 0.301 s 0.277
2022-11-15 10:15 R tpch arrow, native, memory_map=False, TPCH-05, scale_factor=10, R 0.890 s 0.914
2022-11-15 10:35 R tpch arrow, parquet, memory_map=False, TPCH-09, scale_factor=0.01, R 0.407 s -0.653
2022-11-15 10:42 R tpch arrow, parquet, memory_map=False, TPCH-10, scale_factor=0.01, R 0.370 s -0.252
2022-11-15 10:22 R tpch arrow, parquet, memory_map=False, TPCH-07, scale_factor=1, R 0.885 s -0.540
2022-11-15 10:41 R tpch arrow, native, memory_map=False, TPCH-09, scale_factor=10, R 1.349 s 0.313
2022-11-15 10:28 R tpch arrow, native, memory_map=False, TPCH-08, scale_factor=0.01, R 0.370 s 0.759
2022-11-15 10:43 R tpch arrow, native, memory_map=False, TPCH-10, scale_factor=1, R 0.387 s 0.441
2022-11-15 10:16 R tpch arrow, parquet, memory_map=False, TPCH-05, scale_factor=10, R 8.115 s -0.329
2022-11-15 10:42 R tpch arrow, native, memory_map=False, TPCH-10, scale_factor=0.01, R 0.294 s 0.206
2022-11-15 10:28 R tpch arrow, native, memory_map=False, TPCH-08, scale_factor=0.1, R 0.380 s 0.515
2022-11-15 10:29 R tpch arrow, parquet, memory_map=False, TPCH-08, scale_factor=1, R 0.927 s -0.242
2022-11-15 10:33 R tpch arrow, native, memory_map=False, TPCH-08, scale_factor=10, R 0.792 s 0.842
2022-11-15 10:16 R tpch arrow, native, memory_map=False, TPCH-06, scale_factor=0.01, R 0.197 s -0.594
2022-11-15 10:21 R tpch arrow, parquet, memory_map=False, TPCH-07, scale_factor=0.01, R 0.416 s -0.393
2022-11-15 10:16 R tpch arrow, parquet, memory_map=False, TPCH-06, scale_factor=0.01, R 0.274 s -0.953
2022-11-15 10:28 R tpch arrow, parquet, memory_map=False, TPCH-08, scale_factor=0.01, R 0.469 s -0.134
2022-11-15 10:28 R tpch arrow, parquet, memory_map=False, TPCH-08, scale_factor=0.1, R 0.515 s -0.131
2022-11-15 10:16 R tpch arrow, native, memory_map=False, TPCH-06, scale_factor=0.1, R 0.196 s -0.471
2022-11-15 10:21 R tpch arrow, native, memory_map=False, TPCH-07, scale_factor=0.01, R 0.328 s 0.412
2022-11-15 10:27 R tpch arrow, native, memory_map=False, TPCH-07, scale_factor=10, R 1.066 s 0.437
2022-11-15 10:21 R tpch arrow, parquet, memory_map=False, TPCH-06, scale_factor=10, R 5.021 s 0.047
2022-11-15 10:34 R tpch arrow, parquet, memory_map=False, TPCH-08, scale_factor=10, R 10.087 s -0.319
2022-11-15 10:43 R tpch arrow, parquet, memory_map=False, TPCH-10, scale_factor=1, R 0.858 s -0.302
2022-11-15 10:22 R tpch arrow, native, memory_map=False, TPCH-07, scale_factor=0.1, R 0.334 s 0.431
2022-11-15 10:22 R tpch arrow, native, memory_map=False, TPCH-07, scale_factor=1, R 0.415 s 0.370
2022-11-15 10:35 R tpch arrow, native, memory_map=False, TPCH-09, scale_factor=0.1, R 0.344 s 0.324
2022-11-15 10:34 R tpch arrow, native, memory_map=False, TPCH-09, scale_factor=0.01, R 0.313 s 0.401
2022-11-15 10:27 R tpch arrow, parquet, memory_map=False, TPCH-07, scale_factor=10, R 8.604 s 0.166
2022-11-15 10:29 R tpch arrow, native, memory_map=False, TPCH-08, scale_factor=1, R 0.420 s 0.674
2022-11-15 10:35 R tpch arrow, parquet, memory_map=False, TPCH-09, scale_factor=0.1, R 0.462 s -0.287
2022-11-15 10:42 R tpch arrow, parquet, memory_map=False, TPCH-10, scale_factor=0.1, R 0.428 s -0.608
2022-11-15 10:36 R tpch arrow, parquet, memory_map=False, TPCH-09, scale_factor=1, R 1.000 s 0.059
2022-11-15 10:41 R tpch arrow, parquet, memory_map=False, TPCH-09, scale_factor=10, R 11.491 s -0.304
2022-11-15 10:47 R tpch arrow, native, memory_map=False, TPCH-10, scale_factor=10, R 1.168 s 0.205
2022-11-15 10:48 R tpch arrow, parquet, memory_map=False, TPCH-11, scale_factor=0.01, R 0.336 s -0.724
2022-11-15 10:51 R tpch arrow, parquet, memory_map=False, TPCH-12, scale_factor=0.01, R 0.334 s -0.863
2022-11-15 10:59 R tpch arrow, native, memory_map=False, TPCH-13, scale_factor=1, R 0.796 s 0.273
2022-11-15 10:48 R tpch arrow, parquet, memory_map=False, TPCH-10, scale_factor=10, R 9.189 s -0.196
2022-11-15 10:49 R tpch arrow, parquet, memory_map=False, TPCH-11, scale_factor=1, R 0.914 s 0.309
2022-11-15 11:07 R tpch arrow, native, memory_map=False, TPCH-14, scale_factor=10, R 2.295 s 0.113
2022-11-15 10:48 R tpch arrow, native, memory_map=False, TPCH-11, scale_factor=0.01, R 0.249 s -0.146
2022-11-15 11:02 R tpch arrow, parquet, memory_map=False, TPCH-14, scale_factor=0.01, R 0.345 s -1.103
2022-11-15 10:49 R tpch arrow, parquet, memory_map=False, TPCH-11, scale_factor=0.1, R 0.402 s -0.032
2022-11-15 10:56 R tpch arrow, native, memory_map=False, TPCH-12, scale_factor=10, R 3.559 s 0.563
2022-11-15 10:58 R tpch arrow, parquet, memory_map=False, TPCH-12, scale_factor=10, R 35.254 s -1.082
2022-11-15 11:02 R tpch arrow, native, memory_map=False, TPCH-14, scale_factor=0.1, R 0.282 s -0.237
2022-11-15 11:09 R tpch arrow, native, memory_map=False, TPCH-15, scale_factor=0.1, R 0.244 s 0.263
2022-11-15 10:52 R tpch arrow, parquet, memory_map=False, TPCH-12, scale_factor=1, R 3.092 s -0.566
2022-11-15 10:59 R tpch arrow, parquet, memory_map=False, TPCH-13, scale_factor=0.01, R 0.305 s -0.837
2022-11-15 10:51 R tpch arrow, native, memory_map=False, TPCH-12, scale_factor=0.1, R 0.367 s 0.107
2022-11-15 10:59 R tpch arrow, native, memory_map=False, TPCH-13, scale_factor=0.1, R 0.397 s 0.083
2022-11-15 10:59 R tpch arrow, parquet, memory_map=False, TPCH-13, scale_factor=0.1, R 0.536 s -0.238
2022-11-15 11:02 R tpch arrow, parquet, memory_map=False, TPCH-13, scale_factor=10, R 15.424 s 0.157
2022-11-15 10:48 R tpch arrow, native, memory_map=False, TPCH-11, scale_factor=0.1, R 0.277 s -0.180
2022-11-15 11:09 R tpch arrow, parquet, memory_map=False, TPCH-15, scale_factor=0.01, R 0.320 s -0.513
2022-11-15 10:50 R tpch arrow, native, memory_map=False, TPCH-11, scale_factor=10, R 1.069 s 0.500
2022-11-15 10:52 R tpch arrow, native, memory_map=False, TPCH-12, scale_factor=1, R 0.644 s 0.295
2022-11-15 11:09 R tpch arrow, parquet, memory_map=False, TPCH-14, scale_factor=10, R 28.669 s -1.609
2022-11-15 10:51 R tpch arrow, native, memory_map=False, TPCH-12, scale_factor=0.01, R 0.244 s -0.219
2022-11-15 10:59 R tpch arrow, native, memory_map=False, TPCH-13, scale_factor=0.01, R 0.222 s -0.291
2022-11-15 10:49 R tpch arrow, native, memory_map=False, TPCH-11, scale_factor=1, R 0.400 s -0.343
2022-11-15 11:03 R tpch arrow, parquet, memory_map=False, TPCH-14, scale_factor=0.1, R 0.484 s -0.386
2022-11-15 10:50 R tpch arrow, parquet, memory_map=False, TPCH-11, scale_factor=10, R 10.684 s 0.123
2022-11-15 11:00 R tpch arrow, parquet, memory_map=False, TPCH-13, scale_factor=1, R 1.292 s -1.118
2022-11-15 11:03 R tpch arrow, native, memory_map=False, TPCH-14, scale_factor=1, R 0.544 s 0.443
2022-11-15 11:01 R tpch arrow, native, memory_map=False, TPCH-13, scale_factor=10, R 4.623 s 0.612
2022-11-15 11:03 R tpch arrow, parquet, memory_map=False, TPCH-14, scale_factor=1, R 2.528 s -0.457
2022-11-15 10:51 R tpch arrow, parquet, memory_map=False, TPCH-12, scale_factor=0.1, R 0.507 s -0.849
2022-11-15 11:02 R tpch arrow, native, memory_map=False, TPCH-14, scale_factor=0.01, R 0.248 s -0.176
2022-11-15 11:10 R tpch arrow, native, memory_map=False, TPCH-15, scale_factor=1, R 0.293 s 0.023
2022-11-15 11:10 R tpch arrow, parquet, memory_map=False, TPCH-15, scale_factor=1, R 0.803 s 0.005
2022-11-15 11:09 R tpch arrow, native, memory_map=False, TPCH-15, scale_factor=0.01, R 0.244 s -0.189
2022-11-15 11:09 R tpch arrow, parquet, memory_map=False, TPCH-15, scale_factor=0.1, R 0.366 s -0.542
2022-11-15 11:14 R tpch arrow, parquet, memory_map=False, TPCH-15, scale_factor=10, R 6.051 s -0.080
2022-11-15 11:14 R tpch arrow, native, memory_map=False, TPCH-16, scale_factor=0.01, R 0.237 s -0.251
2022-11-15 11:14 R tpch arrow, native, memory_map=False, TPCH-15, scale_factor=10, R 0.827 s 0.277
2022-11-15 11:15 R tpch arrow, parquet, memory_map=False, TPCH-16, scale_factor=0.01, R 0.316 s -0.671
2022-11-15 11:15 R tpch arrow, native, memory_map=False, TPCH-16, scale_factor=0.1, R 0.267 s -0.298
2022-11-15 11:15 R tpch arrow, parquet, memory_map=False, TPCH-16, scale_factor=1, R 0.871 s 0.025
2022-11-15 11:15 R tpch arrow, parquet, memory_map=False, TPCH-16, scale_factor=0.1, R 0.388 s -0.844
2022-11-15 11:17 R tpch arrow, parquet, memory_map=False, TPCH-16, scale_factor=10, R 11.496 s 0.136
2022-11-15 11:15 R tpch arrow, native, memory_map=False, TPCH-16, scale_factor=1, R 0.393 s 0.223
2022-11-15 11:16 R tpch arrow, native, memory_map=False, TPCH-16, scale_factor=10, R 1.102 s 0.671
2022-11-15 11:17 R tpch arrow, native, memory_map=False, TPCH-17, scale_factor=0.1, R 0.266 s -0.268
2022-11-15 11:17 R tpch arrow, native, memory_map=False, TPCH-17, scale_factor=0.01, R 0.256 s 0.020
2022-11-15 11:24 R tpch arrow, native, memory_map=False, TPCH-18, scale_factor=0.1, R 0.255 s -0.084
2022-11-15 11:18 R tpch arrow, parquet, memory_map=False, TPCH-17, scale_factor=0.1, R 0.492 s -0.423
2022-11-15 11:18 R tpch arrow, native, memory_map=False, TPCH-17, scale_factor=1, R 0.318 s -0.111
2022-11-15 11:17 R tpch arrow, parquet, memory_map=False, TPCH-17, scale_factor=0.01, R 0.348 s -0.851
2022-11-15 11:18 R tpch arrow, parquet, memory_map=False, TPCH-17, scale_factor=1, R 2.729 s -1.077
2022-11-15 11:22 R tpch arrow, native, memory_map=False, TPCH-17, scale_factor=10, R 0.913 s 0.273
2022-11-15 11:24 R tpch arrow, parquet, memory_map=False, TPCH-17, scale_factor=10, R 31.404 s -0.668
2022-11-15 11:25 R tpch arrow, parquet, memory_map=False, TPCH-18, scale_factor=1, R 0.742 s 0.206
2022-11-15 11:25 R tpch arrow, native, memory_map=False, TPCH-18, scale_factor=1, R 0.507 s 0.060
2022-11-15 11:24 R tpch arrow, native, memory_map=False, TPCH-18, scale_factor=0.01, R 0.235 s -0.195
2022-11-15 11:25 R tpch arrow, parquet, memory_map=False, TPCH-18, scale_factor=0.1, R 0.355 s -0.698
2022-11-15 11:24 R tpch arrow, parquet, memory_map=False, TPCH-18, scale_factor=0.01, R 0.318 s -0.730
2022-11-15 11:30 R tpch arrow, native, memory_map=False, TPCH-18, scale_factor=10, R 4.363 s 0.850
2022-11-15 11:32 R tpch arrow, parquet, memory_map=False, TPCH-19, scale_factor=1, R 3.042 s -0.233
2022-11-15 11:32 R tpch arrow, native, memory_map=False, TPCH-19, scale_factor=1, R 1.140 s 0.504
2022-11-15 11:31 R tpch arrow, parquet, memory_map=False, TPCH-18, scale_factor=10, R 13.164 s -0.560
2022-11-15 11:31 R tpch arrow, parquet, memory_map=False, TPCH-19, scale_factor=0.01, R 0.402 s -0.875
2022-11-15 11:31 R tpch arrow, native, memory_map=False, TPCH-19, scale_factor=0.01, R 0.310 s -0.446
2022-11-15 11:31 R tpch arrow, parquet, memory_map=False, TPCH-19, scale_factor=0.1, R 0.600 s -0.520
2022-11-15 11:31 R tpch arrow, native, memory_map=False, TPCH-19, scale_factor=0.1, R 0.497 s -0.241
2022-11-15 11:36 R tpch arrow, native, memory_map=False, TPCH-19, scale_factor=10, R 8.437 s 0.984
2022-11-15 11:38 R tpch arrow, parquet, memory_map=False, TPCH-20, scale_factor=0.01, R 0.409 s -0.743
2022-11-15 11:47 R tpch arrow, native, memory_map=False, TPCH-21, scale_factor=1, R 3.511 s 0.348
2022-11-15 11:39 R tpch arrow, native, memory_map=False, TPCH-20, scale_factor=1, R 0.356 s 0.135
2022-11-15 11:40 R tpch arrow, parquet, memory_map=False, TPCH-20, scale_factor=1, R 3.362 s -1.278
2022-11-15 11:39 R tpch arrow, parquet, memory_map=False, TPCH-20, scale_factor=0.1, R 0.526 s -0.070
2022-11-15 11:46 R tpch arrow, native, memory_map=False, TPCH-21, scale_factor=0.01, R 0.433 s 0.205
2022-11-15 11:38 R tpch arrow, parquet, memory_map=False, TPCH-19, scale_factor=10, R 30.587 s 0.541
2022-11-15 11:39 R tpch arrow, native, memory_map=False, TPCH-20, scale_factor=0.1, R 0.312 s -0.492
2022-11-15 11:48 R tpch arrow, parquet, memory_map=False, TPCH-21, scale_factor=1, R 5.037 s -0.638
2022-11-15 11:38 R tpch arrow, native, memory_map=False, TPCH-20, scale_factor=0.01, R 0.303 s 0.217
2022-11-15 11:46 R tpch arrow, parquet, memory_map=False, TPCH-20, scale_factor=10, R 36.487 s 0.259
2022-11-15 11:44 R tpch arrow, native, memory_map=False, TPCH-20, scale_factor=10, R 0.907 s 0.067
2022-11-15 11:47 R tpch arrow, parquet, memory_map=False, TPCH-21, scale_factor=0.1, R 0.955 s -0.299
2022-11-15 11:58 R tpch arrow, native, memory_map=False, TPCH-22, scale_factor=0.1, R 0.237 s 0.004
2022-11-15 11:46 R tpch arrow, parquet, memory_map=False, TPCH-21, scale_factor=0.01, R 0.533 s -0.482
2022-11-15 11:46 R tpch arrow, native, memory_map=False, TPCH-21, scale_factor=0.1, R 0.812 s 0.425
2022-11-15 11:54 R tpch arrow, native, memory_map=False, TPCH-21, scale_factor=10, R 38.368 s 0.632
2022-11-15 11:57 R tpch arrow, parquet, memory_map=False, TPCH-21, scale_factor=10, R 52.526 s 0.664
2022-11-15 11:58 R tpch arrow, parquet, memory_map=False, TPCH-22, scale_factor=0.1, R 0.349 s -0.335
2022-11-15 11:58 R tpch arrow, native, memory_map=False, TPCH-22, scale_factor=0.01, R 0.231 s 0.020
2022-11-15 11:58 R tpch arrow, native, memory_map=False, TPCH-22, scale_factor=1, R 0.265 s 0.154
2022-11-15 11:59 R tpch arrow, native, memory_map=False, TPCH-22, scale_factor=10, R 0.387 s 0.629
2022-11-15 11:58 R tpch arrow, parquet, memory_map=False, TPCH-22, scale_factor=0.01, R 0.312 s -0.515
2022-11-15 11:59 R tpch arrow, parquet, memory_map=False, TPCH-22, scale_factor=1, R 0.722 s -0.328
2022-11-15 12:00 R tpch arrow, parquet, memory_map=False, TPCH-22, scale_factor=10, R 11.129 s -2.295