Benchmarks
Date Lang Batch Benchmark Mean Z-Score Error
2023-01-16 14:23 R tpch arrow, native, memory_map=False, TPCH-01, scale_factor=0.01, R 0.244 s -1.090
2023-01-16 14:23 R tpch arrow, native, memory_map=False, TPCH-01, scale_factor=0.1, R 0.251 s -1.018
2023-01-16 14:23 R tpch arrow, parquet, memory_map=False, TPCH-01, scale_factor=0.01, R 0.313 s -0.812
2023-01-16 14:23 R tpch arrow, parquet, memory_map=False, TPCH-01, scale_factor=0.1, R 0.377 s -0.695
2023-01-16 14:24 R tpch arrow, native, memory_map=False, TPCH-01, scale_factor=1, R 0.353 s -0.865
2023-01-16 14:24 R tpch arrow, parquet, memory_map=False, TPCH-01, scale_factor=1, R 0.867 s -1.590
2023-01-16 14:27 R tpch arrow, native, memory_map=False, TPCH-01, scale_factor=10, R 1.386 s 0.330
2023-01-16 14:28 R tpch arrow, native, memory_map=False, TPCH-02, scale_factor=0.01, R 0.322 s 0.212
2023-01-16 14:28 R tpch arrow, parquet, memory_map=False, TPCH-01, scale_factor=10, R 5.916 s -1.122
2023-01-16 14:28 R tpch arrow, parquet, memory_map=False, TPCH-02, scale_factor=0.01, R 0.400 s -0.096
2023-01-16 14:29 R tpch arrow, parquet, memory_map=False, TPCH-02, scale_factor=0.1, R 0.419 s -0.389
2023-01-16 14:28 R tpch arrow, native, memory_map=False, TPCH-02, scale_factor=0.1, R 0.332 s 0.161
2023-01-16 14:29 R tpch arrow, parquet, memory_map=False, TPCH-02, scale_factor=1, R 0.546 s -0.491
2023-01-16 14:29 R tpch arrow, native, memory_map=False, TPCH-02, scale_factor=1, R 0.404 s 0.446
2023-01-16 14:31 R tpch arrow, parquet, memory_map=False, TPCH-03, scale_factor=0.01, R 0.334 s -0.182
2023-01-16 14:30 R tpch arrow, native, memory_map=False, TPCH-02, scale_factor=10, R 0.921 s -0.395
2023-01-16 14:30 R tpch arrow, native, memory_map=False, TPCH-03, scale_factor=0.01, R 0.269 s -0.209
2023-01-16 14:30 R tpch arrow, parquet, memory_map=False, TPCH-02, scale_factor=10, R 1.457 s -0.738
2023-01-16 14:31 R tpch arrow, parquet, memory_map=False, TPCH-03, scale_factor=0.1, R 0.382 s -0.451
2023-01-16 14:31 R tpch arrow, native, memory_map=False, TPCH-03, scale_factor=0.1, R 0.277 s -0.082
2023-01-16 14:31 R tpch arrow, native, memory_map=False, TPCH-03, scale_factor=1, R 0.379 s -0.587
2023-01-16 14:32 R tpch arrow, parquet, memory_map=False, TPCH-03, scale_factor=1, R 0.800 s -0.623
2023-01-16 14:36 R tpch arrow, native, memory_map=False, TPCH-03, scale_factor=10, R 1.302 s -0.526
2023-01-16 14:37 R tpch arrow, parquet, memory_map=False, TPCH-03, scale_factor=10, R 7.708 s -0.849
2023-01-16 14:37 R tpch arrow, native, memory_map=False, TPCH-04, scale_factor=0.01, R 0.240 s -0.309
2023-01-16 14:37 R tpch arrow, parquet, memory_map=False, TPCH-04, scale_factor=0.01, R 0.298 s 0.198
2023-01-16 14:37 R tpch arrow, native, memory_map=False, TPCH-04, scale_factor=0.1, R 0.242 s 0.542
2023-01-16 14:37 R tpch arrow, parquet, memory_map=False, TPCH-04, scale_factor=0.1, R 0.314 s 0.145
2023-01-16 14:38 R tpch arrow, parquet, memory_map=False, TPCH-04, scale_factor=1, R 0.457 s 0.046
2023-01-16 14:38 R tpch arrow, native, memory_map=False, TPCH-04, scale_factor=1, R 0.340 s 0.261
2023-01-16 14:43 R tpch arrow, parquet, memory_map=False, TPCH-04, scale_factor=10, R 3.571 s 0.001
2023-01-16 14:42 R tpch arrow, native, memory_map=False, TPCH-04, scale_factor=10, R 1.251 s 0.664
2023-01-16 14:43 R tpch arrow, native, memory_map=False, TPCH-05, scale_factor=0.01, R 0.297 s 0.642
2023-01-16 14:43 R tpch arrow, parquet, memory_map=False, TPCH-05, scale_factor=0.01, R 0.382 s 0.269
2023-01-16 14:43 R tpch arrow, native, memory_map=False, TPCH-05, scale_factor=0.1, R 0.305 s 0.659
2023-01-16 14:43 R tpch arrow, parquet, memory_map=False, TPCH-05, scale_factor=0.1, R 0.425 s 0.562
2023-01-16 14:44 R tpch arrow, parquet, memory_map=False, TPCH-05, scale_factor=1, R 0.855 s -0.126
2023-01-16 14:44 R tpch arrow, native, memory_map=False, TPCH-05, scale_factor=1, R 0.380 s 0.704
2023-01-16 14:49 R tpch arrow, native, memory_map=False, TPCH-05, scale_factor=10, R 0.901 s 0.251
2023-01-16 14:49 R tpch arrow, parquet, memory_map=False, TPCH-05, scale_factor=10, R 8.057 s -0.266
2023-01-16 14:50 R tpch arrow, parquet, memory_map=False, TPCH-06, scale_factor=0.01, R 0.266 s -0.070
2023-01-16 14:49 R tpch arrow, native, memory_map=False, TPCH-06, scale_factor=0.01, R 0.196 s -0.150
2023-01-16 14:50 R tpch arrow, native, memory_map=False, TPCH-06, scale_factor=0.1, R 0.195 s 0.094
2023-01-16 14:50 R tpch arrow, native, memory_map=False, TPCH-06, scale_factor=1, R 0.225 s 0.005
2023-01-16 14:50 R tpch arrow, parquet, memory_map=False, TPCH-06, scale_factor=0.1, R 0.306 s 0.060
2023-01-16 14:51 R tpch arrow, parquet, memory_map=False, TPCH-06, scale_factor=1, R 0.705 s -0.059
2023-01-16 14:54 R tpch arrow, native, memory_map=False, TPCH-06, scale_factor=10, R 0.508 s 0.026
2023-01-16 14:55 R tpch arrow, parquet, memory_map=False, TPCH-06, scale_factor=10, R 4.981 s 0.128
2023-01-16 14:55 R tpch arrow, parquet, memory_map=False, TPCH-07, scale_factor=0.01, R 0.408 s 0.538
2023-01-16 14:55 R tpch arrow, native, memory_map=False, TPCH-07, scale_factor=0.01, R 0.330 s 0.681
2023-01-16 14:55 R tpch arrow, native, memory_map=False, TPCH-07, scale_factor=0.1, R 0.337 s 0.472
2023-01-16 14:55 R tpch arrow, parquet, memory_map=False, TPCH-07, scale_factor=0.1, R 0.455 s 0.352
2023-01-16 14:56 R tpch arrow, parquet, memory_map=False, TPCH-07, scale_factor=1, R 0.870 s 0.265
2023-01-16 14:56 R tpch arrow, native, memory_map=False, TPCH-07, scale_factor=1, R 0.418 s 0.564
2023-01-16 15:00 R tpch arrow, native, memory_map=False, TPCH-07, scale_factor=10, R 1.084 s -0.007
2023-01-16 15:01 R tpch arrow, parquet, memory_map=False, TPCH-07, scale_factor=10, R 8.592 s -0.379
2023-01-16 15:01 R tpch arrow, parquet, memory_map=False, TPCH-08, scale_factor=0.01, R 0.468 s 0.428
2023-01-16 15:01 R tpch arrow, native, memory_map=False, TPCH-08, scale_factor=0.01, R 0.377 s 0.367
2023-01-16 15:03 R tpch arrow, parquet, memory_map=False, TPCH-08, scale_factor=1, R 0.929 s -0.057
2023-01-16 15:02 R tpch arrow, native, memory_map=False, TPCH-08, scale_factor=0.1, R 0.387 s 0.236
2023-01-16 15:02 R tpch arrow, parquet, memory_map=False, TPCH-08, scale_factor=0.1, R 0.513 s 0.429
2023-01-16 15:02 R tpch arrow, native, memory_map=False, TPCH-08, scale_factor=1, R 0.430 s 0.240
2023-01-16 15:07 R tpch arrow, native, memory_map=False, TPCH-08, scale_factor=10, R 0.804 s 0.415
2023-01-16 15:08 R tpch arrow, native, memory_map=False, TPCH-09, scale_factor=0.01, R 0.313 s 0.560
2023-01-16 15:08 R tpch arrow, parquet, memory_map=False, TPCH-08, scale_factor=10, R 10.053 s -0.513
2023-01-16 15:09 R tpch arrow, parquet, memory_map=False, TPCH-09, scale_factor=0.1, R 0.456 s 0.412
2023-01-16 15:08 R tpch arrow, parquet, memory_map=False, TPCH-09, scale_factor=0.01, R 0.395 s 0.398
2023-01-16 15:08 R tpch arrow, native, memory_map=False, TPCH-09, scale_factor=0.1, R 0.345 s 0.386
2023-01-16 15:09 R tpch arrow, parquet, memory_map=False, TPCH-09, scale_factor=1, R 1.010 s -0.056
2023-01-16 15:09 R tpch arrow, native, memory_map=False, TPCH-09, scale_factor=1, R 0.524 s 0.518
2023-01-16 15:14 R tpch arrow, native, memory_map=False, TPCH-09, scale_factor=10, R 1.365 s -0.095
2023-01-16 15:15 R tpch arrow, native, memory_map=False, TPCH-10, scale_factor=0.01, R 0.294 s 0.516
2023-01-16 15:22 R tpch arrow, parquet, memory_map=False, TPCH-10, scale_factor=10, R 9.074 s -0.234
2023-01-16 15:22 R tpch arrow, parquet, memory_map=False, TPCH-11, scale_factor=0.01, R 0.327 s 0.320
2023-01-16 15:15 R tpch arrow, parquet, memory_map=False, TPCH-10, scale_factor=0.01, R 0.367 s 0.328
2023-01-16 15:17 R tpch arrow, parquet, memory_map=False, TPCH-10, scale_factor=1, R 0.866 s -0.201
2023-01-16 15:15 R tpch arrow, parquet, memory_map=False, TPCH-09, scale_factor=10, R 11.488 s -0.392
2023-01-16 15:23 R tpch arrow, native, memory_map=False, TPCH-11, scale_factor=10, R 1.101 s -0.825
2023-01-16 15:16 R tpch arrow, native, memory_map=False, TPCH-10, scale_factor=1, R 0.387 s 0.541
2023-01-16 15:16 R tpch arrow, native, memory_map=False, TPCH-10, scale_factor=0.1, R 0.302 s 0.403
2023-01-16 15:22 R tpch arrow, native, memory_map=False, TPCH-11, scale_factor=0.01, R 0.249 s 0.396
2023-01-16 15:21 R tpch arrow, native, memory_map=False, TPCH-10, scale_factor=10, R 1.154 s 0.221
2023-01-16 15:24 R tpch arrow, native, memory_map=False, TPCH-12, scale_factor=0.01, R 0.244 s 0.427
2023-01-16 15:25 R tpch arrow, native, memory_map=False, TPCH-12, scale_factor=0.1, R 0.373 s -0.099
2023-01-16 15:16 R tpch arrow, parquet, memory_map=False, TPCH-10, scale_factor=0.1, R 0.413 s 0.613
2023-01-16 15:23 R tpch arrow, parquet, memory_map=False, TPCH-11, scale_factor=1, R 0.922 s 0.537
2023-01-16 15:43 R tpch arrow, native, memory_map=False, TPCH-15, scale_factor=0.1, R 0.253 s -0.131
2023-01-16 15:26 R tpch arrow, parquet, memory_map=False, TPCH-12, scale_factor=1, R 3.114 s -1.211
2023-01-16 15:37 R tpch arrow, parquet, memory_map=False, TPCH-14, scale_factor=1, R 2.543 s -0.525
2023-01-16 15:24 R tpch arrow, parquet, memory_map=False, TPCH-11, scale_factor=10, R 10.785 s -0.840
2023-01-16 15:25 R tpch arrow, parquet, memory_map=False, TPCH-12, scale_factor=0.01, R 0.326 s 0.192
2023-01-16 15:32 R tpch arrow, native, memory_map=False, TPCH-13, scale_factor=0.01, R 0.219 s 0.770
2023-01-16 15:36 R tpch arrow, native, memory_map=False, TPCH-14, scale_factor=0.01, R 0.256 s 0.284
2023-01-16 15:36 R tpch arrow, native, memory_map=False, TPCH-14, scale_factor=0.1, R 0.291 s -0.133
2023-01-16 15:22 R tpch arrow, native, memory_map=False, TPCH-11, scale_factor=0.1, R 0.275 s 0.415
2023-01-16 15:23 R tpch arrow, native, memory_map=False, TPCH-11, scale_factor=1, R 0.405 s -0.704
2023-01-16 15:30 R tpch arrow, native, memory_map=False, TPCH-12, scale_factor=10, R 3.740 s -1.495
2023-01-16 15:33 R tpch arrow, native, memory_map=False, TPCH-13, scale_factor=0.1, R 0.393 s 0.786
2023-01-16 15:36 R tpch arrow, parquet, memory_map=False, TPCH-13, scale_factor=10, R 15.637 s -1.175
2023-01-16 15:36 R tpch arrow, parquet, memory_map=False, TPCH-14, scale_factor=0.1, R 0.498 s -0.320
2023-01-16 15:41 R tpch arrow, native, memory_map=False, TPCH-14, scale_factor=10, R 2.406 s -1.017
2023-01-16 15:22 R tpch arrow, parquet, memory_map=False, TPCH-11, scale_factor=0.1, R 0.415 s -0.571
2023-01-16 15:42 R tpch arrow, parquet, memory_map=False, TPCH-14, scale_factor=10, R 28.756 s -0.800
2023-01-16 15:43 R tpch arrow, parquet, memory_map=False, TPCH-15, scale_factor=0.1, R 0.368 s -0.101
2023-01-16 15:25 R tpch arrow, native, memory_map=False, TPCH-12, scale_factor=1, R 0.696 s -3.061
2023-01-16 15:33 R tpch arrow, parquet, memory_map=False, TPCH-13, scale_factor=0.1, R 0.544 s -0.144
2023-01-16 15:35 R tpch arrow, native, memory_map=False, TPCH-13, scale_factor=10, R 4.783 s -0.874
2023-01-16 15:25 R tpch arrow, parquet, memory_map=False, TPCH-12, scale_factor=0.1, R 0.498 s 0.005
2023-01-16 15:33 R tpch arrow, parquet, memory_map=False, TPCH-13, scale_factor=0.01, R 0.305 s -0.277
2023-01-16 15:33 R tpch arrow, parquet, memory_map=False, TPCH-13, scale_factor=1, R 1.291 s -0.239
2023-01-16 15:37 R tpch arrow, native, memory_map=False, TPCH-14, scale_factor=1, R 0.564 s -0.109
2023-01-16 15:32 R tpch arrow, parquet, memory_map=False, TPCH-12, scale_factor=10, R 35.430 s -1.293
2023-01-16 15:33 R tpch arrow, native, memory_map=False, TPCH-13, scale_factor=1, R 0.826 s -0.954
2023-01-16 15:43 R tpch arrow, native, memory_map=False, TPCH-15, scale_factor=0.01, R 0.248 s 0.270
2023-01-16 15:36 R tpch arrow, parquet, memory_map=False, TPCH-14, scale_factor=0.01, R 0.340 s 0.213
2023-01-16 15:43 R tpch arrow, parquet, memory_map=False, TPCH-15, scale_factor=0.01, R 0.318 s 0.301
2023-01-16 15:44 R tpch arrow, native, memory_map=False, TPCH-15, scale_factor=1, R 0.302 s -0.111
2023-01-16 15:44 R tpch arrow, parquet, memory_map=False, TPCH-15, scale_factor=1, R 0.802 s 0.218
2023-01-16 15:48 R tpch arrow, parquet, memory_map=False, TPCH-15, scale_factor=10, R 6.028 s -0.151
2023-01-16 15:48 R tpch arrow, native, memory_map=False, TPCH-16, scale_factor=0.01, R 0.233 s 0.484
2023-01-16 15:47 R tpch arrow, native, memory_map=False, TPCH-15, scale_factor=10, R 0.866 s -0.006
2023-01-16 15:49 R tpch arrow, parquet, memory_map=False, TPCH-16, scale_factor=0.1, R 0.382 s -0.024
2023-01-16 15:48 R tpch arrow, parquet, memory_map=False, TPCH-16, scale_factor=0.01, R 0.309 s -0.034
2023-01-16 15:49 R tpch arrow, parquet, memory_map=False, TPCH-16, scale_factor=1, R 0.887 s -0.020
2023-01-16 15:48 R tpch arrow, native, memory_map=False, TPCH-16, scale_factor=0.1, R 0.262 s 0.577
2023-01-16 15:49 R tpch arrow, native, memory_map=False, TPCH-16, scale_factor=1, R 0.390 s 0.279
2023-01-16 15:50 R tpch arrow, native, memory_map=False, TPCH-16, scale_factor=10, R 1.095 s 0.415
2023-01-16 15:51 R tpch arrow, parquet, memory_map=False, TPCH-16, scale_factor=10, R 11.536 s -0.618
2023-01-16 15:51 R tpch arrow, parquet, memory_map=False, TPCH-17, scale_factor=0.01, R 0.342 s 0.062
2023-01-16 15:51 R tpch arrow, parquet, memory_map=False, TPCH-17, scale_factor=0.1, R 0.492 s 0.165
2023-01-16 15:51 R tpch arrow, native, memory_map=False, TPCH-17, scale_factor=0.01, R 0.260 s -0.193
2023-01-16 15:51 R tpch arrow, native, memory_map=False, TPCH-17, scale_factor=0.1, R 0.265 s 0.293
2023-01-16 15:52 R tpch arrow, parquet, memory_map=False, TPCH-17, scale_factor=1, R 2.742 s -0.876
2023-01-16 15:52 R tpch arrow, native, memory_map=False, TPCH-17, scale_factor=1, R 0.320 s 0.063
2023-01-16 15:56 R tpch arrow, native, memory_map=False, TPCH-17, scale_factor=10, R 0.948 s -2.519
2023-01-16 15:58 R tpch arrow, parquet, memory_map=False, TPCH-17, scale_factor=10, R 31.651 s -1.612
2023-01-16 15:58 R tpch arrow, native, memory_map=False, TPCH-18, scale_factor=0.01, R 0.233 s 0.243
2023-01-16 15:58 R tpch arrow, parquet, memory_map=False, TPCH-18, scale_factor=0.1, R 0.346 s 0.175
2023-01-16 15:58 R tpch arrow, parquet, memory_map=False, TPCH-18, scale_factor=0.01, R 0.308 s 0.263
2023-01-16 15:59 R tpch arrow, native, memory_map=False, TPCH-18, scale_factor=1, R 0.505 s 0.695
2023-01-16 15:58 R tpch arrow, native, memory_map=False, TPCH-18, scale_factor=0.1, R 0.253 s 0.389
2023-01-16 15:59 R tpch arrow, parquet, memory_map=False, TPCH-18, scale_factor=1, R 0.753 s 0.392
2023-01-16 16:05 R tpch arrow, parquet, memory_map=False, TPCH-18, scale_factor=10, R 13.290 s -1.384
2023-01-16 16:04 R tpch arrow, native, memory_map=False, TPCH-18, scale_factor=10, R 4.599 s 0.886
2023-01-16 16:05 R tpch arrow, parquet, memory_map=False, TPCH-19, scale_factor=0.1, R 0.604 s -0.019
2023-01-16 16:05 R tpch arrow, parquet, memory_map=False, TPCH-19, scale_factor=0.01, R 0.398 s 0.145
2023-01-16 16:05 R tpch arrow, native, memory_map=False, TPCH-19, scale_factor=0.01, R 0.313 s 0.204
2023-01-16 16:05 R tpch arrow, native, memory_map=False, TPCH-19, scale_factor=0.1, R 0.503 s 0.249
2023-01-16 16:06 R tpch arrow, parquet, memory_map=False, TPCH-19, scale_factor=1, R 3.055 s 0.043
2023-01-16 16:06 R tpch arrow, native, memory_map=False, TPCH-19, scale_factor=1, R 1.170 s 0.181
2023-01-16 16:12 R tpch arrow, native, memory_map=False, TPCH-20, scale_factor=0.01, R 0.301 s 0.351
2023-01-16 16:10 R tpch arrow, native, memory_map=False, TPCH-19, scale_factor=10, R 8.791 s 0.001
2023-01-16 16:12 R tpch arrow, parquet, memory_map=False, TPCH-20, scale_factor=0.01, R 0.400 s 0.098
2023-01-16 16:13 R tpch arrow, native, memory_map=False, TPCH-20, scale_factor=1, R 0.353 s 0.310
2023-01-16 16:12 R tpch arrow, parquet, memory_map=False, TPCH-19, scale_factor=10, R 31.072 s -1.456
2023-01-16 16:13 R tpch arrow, parquet, memory_map=False, TPCH-20, scale_factor=0.1, R 0.534 s -0.251
2023-01-16 16:14 R tpch arrow, parquet, memory_map=False, TPCH-20, scale_factor=1, R 3.351 s 0.071
2023-01-16 16:13 R tpch arrow, native, memory_map=False, TPCH-20, scale_factor=0.1, R 0.304 s 0.378
2023-01-16 16:18 R tpch arrow, native, memory_map=False, TPCH-20, scale_factor=10, R 0.912 s -0.039
2023-01-16 16:20 R tpch arrow, parquet, memory_map=False, TPCH-20, scale_factor=10, R 36.602 s -0.058
2023-01-16 16:20 R tpch arrow, native, memory_map=False, TPCH-21, scale_factor=0.01, R 0.448 s 0.266
2023-01-16 16:21 R tpch arrow, parquet, memory_map=False, TPCH-21, scale_factor=0.1, R 0.944 s 0.790
2023-01-16 16:20 R tpch arrow, parquet, memory_map=False, TPCH-21, scale_factor=0.01, R 0.533 s 0.452
2023-01-16 16:20 R tpch arrow, native, memory_map=False, TPCH-21, scale_factor=0.1, R 0.839 s -0.016
2023-01-16 16:21 R tpch arrow, native, memory_map=False, TPCH-21, scale_factor=1, R 3.640 s 0.074
2023-01-16 16:22 R tpch arrow, parquet, memory_map=False, TPCH-21, scale_factor=1, R 5.042 s -0.482
2023-01-16 16:29 R tpch arrow, native, memory_map=False, TPCH-21, scale_factor=10, R 40.596 s 0.152
2023-01-16 16:32 R tpch arrow, parquet, memory_map=False, TPCH-21, scale_factor=10, R 56.088 s -1.219
2023-01-16 16:32 R tpch arrow, native, memory_map=False, TPCH-22, scale_factor=0.1, R 0.240 s 0.342
2023-01-16 16:32 R tpch arrow, native, memory_map=False, TPCH-22, scale_factor=0.01, R 0.234 s 0.302
2023-01-16 16:32 R tpch arrow, parquet, memory_map=False, TPCH-22, scale_factor=0.01, R 0.308 s 0.179
2023-01-16 16:32 R tpch arrow, parquet, memory_map=False, TPCH-22, scale_factor=0.1, R 0.352 s -0.196
2023-01-16 16:33 R tpch arrow, parquet, memory_map=False, TPCH-22, scale_factor=1, R 0.728 s -0.037
2023-01-16 16:33 R tpch arrow, native, memory_map=False, TPCH-22, scale_factor=1, R 0.269 s 0.292
2023-01-16 16:34 R tpch arrow, native, memory_map=False, TPCH-22, scale_factor=10, R 0.401 s -0.200
2023-01-16 16:35 R tpch arrow, parquet, memory_map=False, TPCH-22, scale_factor=10, R 11.132 s -1.058