Benchmarks
Date Lang Batch Benchmark Mean Z-Score Error
2022-11-22 02:57 R tpch arrow, parquet, memory_map=False, TPCH-02, scale_factor=10, R 1.379 s 1.441
2022-11-22 03:04 R tpch arrow, native, memory_map=False, TPCH-04, scale_factor=0.01, R 0.218 s 2.209
2022-11-22 03:05 R tpch arrow, native, memory_map=False, TPCH-04, scale_factor=0.1, R 0.226 s 2.309
2022-11-22 02:43 R tpch arrow, native, memory_map=False, TPCH-01, scale_factor=0.1, R 0.214 s 1.872
2022-11-22 03:04 R tpch arrow, parquet, memory_map=False, TPCH-04, scale_factor=0.01, R 0.266 s 2.300
2022-11-22 02:44 R tpch arrow, parquet, memory_map=False, TPCH-01, scale_factor=1, R 0.742 s 1.682
2022-11-22 02:56 R tpch arrow, parquet, memory_map=False, TPCH-02, scale_factor=1, R 0.503 s 1.901
2022-11-22 03:17 R tpch arrow, parquet, memory_map=False, TPCH-06, scale_factor=0.1, R 0.278 s 2.071
2022-11-22 02:55 R tpch arrow, native, memory_map=False, TPCH-02, scale_factor=0.1, R 0.317 s 1.956
2022-11-22 03:10 R tpch arrow, native, memory_map=False, TPCH-05, scale_factor=0.01, R 0.283 s 1.841
2022-11-22 02:58 R tpch arrow, parquet, memory_map=False, TPCH-03, scale_factor=0.1, R 0.337 s 2.189
2022-11-22 03:11 R tpch arrow, parquet, memory_map=False, TPCH-05, scale_factor=0.1, R 0.404 s 1.882
2022-11-22 03:11 R tpch arrow, parquet, memory_map=False, TPCH-05, scale_factor=1, R 0.815 s 1.675
2022-11-22 02:44 R tpch arrow, native, memory_map=False, TPCH-01, scale_factor=1, R 0.315 s 1.847
2022-11-22 02:59 R tpch arrow, parquet, memory_map=False, TPCH-03, scale_factor=1, R 0.744 s 1.525
2022-11-22 03:03 R tpch arrow, native, memory_map=False, TPCH-03, scale_factor=10, R 1.301 s -0.364
2022-11-22 03:10 R tpch arrow, native, memory_map=False, TPCH-05, scale_factor=0.1, R 0.294 s 1.731
2022-11-22 03:16 R tpch arrow, native, memory_map=False, TPCH-05, scale_factor=10, R 0.899 s -0.010
2022-11-22 02:42 R tpch arrow, native, memory_map=False, TPCH-01, scale_factor=0.01, R 0.203 s 1.934
2022-11-22 02:57 R tpch arrow, native, memory_map=False, TPCH-03, scale_factor=0.01, R 0.246 s 2.170
2022-11-22 03:16 R tpch arrow, parquet, memory_map=False, TPCH-05, scale_factor=10, R 8.061 s 1.581
2022-11-22 03:28 R tpch arrow, native, memory_map=False, TPCH-08, scale_factor=0.1, R 0.366 s 1.799
2022-11-22 02:56 R tpch arrow, native, memory_map=False, TPCH-02, scale_factor=1, R 0.391 s 1.619
2022-11-22 02:59 R tpch arrow, native, memory_map=False, TPCH-03, scale_factor=1, R 0.354 s 1.659
2022-11-22 03:05 R tpch arrow, parquet, memory_map=False, TPCH-04, scale_factor=1, R 0.411 s 2.234
2022-11-22 02:58 R tpch arrow, native, memory_map=False, TPCH-03, scale_factor=0.1, R 0.258 s 1.612
2022-11-22 03:10 R tpch arrow, parquet, memory_map=False, TPCH-04, scale_factor=10, R 3.522 s 1.722
2022-11-22 03:17 R tpch arrow, parquet, memory_map=False, TPCH-06, scale_factor=0.01, R 0.237 s 2.280
2022-11-22 03:23 R tpch arrow, parquet, memory_map=False, TPCH-07, scale_factor=1, R 0.835 s 1.814
2022-11-22 03:35 R tpch arrow, native, memory_map=False, TPCH-09, scale_factor=0.1, R 0.327 s 1.979
2022-11-22 03:36 R tpch arrow, native, memory_map=False, TPCH-09, scale_factor=1, R 0.504 s 2.057
2022-11-22 03:42 R tpch arrow, native, memory_map=False, TPCH-10, scale_factor=0.1, R 0.286 s 1.965
2022-11-22 02:55 R tpch arrow, parquet, memory_map=False, TPCH-01, scale_factor=10, R 5.393 s 1.117
2022-11-22 03:27 R tpch arrow, native, memory_map=False, TPCH-07, scale_factor=10, R 1.070 s 0.096
2022-11-22 02:56 R tpch arrow, parquet, memory_map=False, TPCH-02, scale_factor=0.1, R 0.383 s 2.125
2022-11-22 03:17 R tpch arrow, native, memory_map=False, TPCH-06, scale_factor=0.1, R 0.181 s 2.207
2022-11-22 03:23 R tpch arrow, native, memory_map=False, TPCH-07, scale_factor=1, R 0.399 s 1.990
2022-11-22 02:42 R tpch arrow, parquet, memory_map=False, TPCH-01, scale_factor=0.01, R 0.260 s 2.203
2022-11-22 02:43 R tpch arrow, parquet, memory_map=False, TPCH-01, scale_factor=0.1, R 0.321 s 2.152
2022-11-22 02:55 R tpch arrow, parquet, memory_map=False, TPCH-02, scale_factor=0.01, R 0.366 s 2.149
2022-11-22 03:22 R tpch arrow, native, memory_map=False, TPCH-07, scale_factor=0.1, R 0.321 s 1.718
2022-11-22 02:55 R tpch arrow, native, memory_map=False, TPCH-02, scale_factor=0.01, R 0.306 s 1.828
2022-11-22 03:05 R tpch arrow, parquet, memory_map=False, TPCH-04, scale_factor=0.1, R 0.290 s 1.644
2022-11-22 03:10 R tpch arrow, native, memory_map=False, TPCH-04, scale_factor=10, R 1.262 s -0.401
2022-11-22 03:48 R tpch arrow, native, memory_map=False, TPCH-11, scale_factor=0.1, R 0.255 s 2.647
2022-11-22 02:53 R tpch arrow, native, memory_map=False, TPCH-01, scale_factor=10, R 1.381 s 0.461
2022-11-22 02:57 R tpch arrow, native, memory_map=False, TPCH-02, scale_factor=10, R 0.889 s 1.490
2022-11-22 03:11 R tpch arrow, native, memory_map=False, TPCH-05, scale_factor=1, R 0.375 s 0.859
2022-11-22 03:22 R tpch arrow, parquet, memory_map=False, TPCH-07, scale_factor=0.01, R 0.382 s 2.024
2022-11-22 02:58 R tpch arrow, parquet, memory_map=False, TPCH-03, scale_factor=0.01, R 0.309 s 1.219
2022-11-22 03:05 R tpch arrow, native, memory_map=False, TPCH-04, scale_factor=1, R 0.323 s 2.006
2022-11-22 03:17 R tpch arrow, native, memory_map=False, TPCH-06, scale_factor=1, R 0.208 s 2.402
2022-11-22 03:18 R tpch arrow, parquet, memory_map=False, TPCH-06, scale_factor=1, R 0.658 s 2.026
2022-11-22 03:34 R tpch arrow, native, memory_map=False, TPCH-09, scale_factor=0.01, R 0.298 s 1.988
2022-11-22 03:42 R tpch arrow, native, memory_map=False, TPCH-10, scale_factor=0.01, R 0.282 s 1.571
2022-11-22 03:04 R tpch arrow, parquet, memory_map=False, TPCH-03, scale_factor=10, R 7.287 s 1.011
2022-11-22 03:10 R tpch arrow, parquet, memory_map=False, TPCH-05, scale_factor=0.01, R 0.354 s 2.165
2022-11-22 03:28 R tpch arrow, native, memory_map=False, TPCH-08, scale_factor=0.01, R 0.358 s 1.665
2022-11-22 03:58 R tpch arrow, native, memory_map=False, TPCH-13, scale_factor=0.1, R 0.377 s 2.479
2022-11-22 04:08 R tpch arrow, native, memory_map=False, TPCH-15, scale_factor=0.01, R 0.229 s 2.283
2022-11-22 03:21 R tpch arrow, parquet, memory_map=False, TPCH-06, scale_factor=10, R 5.008 s 0.895
2022-11-22 03:48 R tpch arrow, parquet, memory_map=False, TPCH-10, scale_factor=10, R 9.196 s 0.017
2022-11-22 03:50 R tpch arrow, parquet, memory_map=False, TPCH-12, scale_factor=0.01, R 0.292 s 2.476
2022-11-22 03:51 R tpch arrow, parquet, memory_map=False, TPCH-12, scale_factor=0.1, R 0.463 s 1.956
2022-11-22 03:59 R tpch arrow, parquet, memory_map=False, TPCH-13, scale_factor=1, R 1.208 s 1.592
2022-11-22 04:03 R tpch arrow, parquet, memory_map=False, TPCH-14, scale_factor=1, R 2.498 s 1.578
2022-11-22 03:16 R tpch arrow, native, memory_map=False, TPCH-06, scale_factor=0.01, R 0.183 s 1.790
2022-11-22 04:16 R tpch arrow, native, memory_map=False, TPCH-17, scale_factor=0.01, R 0.242 s 1.922
2022-11-22 03:22 R tpch arrow, native, memory_map=False, TPCH-07, scale_factor=0.01, R 0.323 s 0.896
2022-11-22 03:22 R tpch arrow, parquet, memory_map=False, TPCH-07, scale_factor=0.1, R 0.424 s 2.171
2022-11-22 03:41 R tpch arrow, parquet, memory_map=False, TPCH-09, scale_factor=10, R 11.444 s 1.324
2022-11-22 03:48 R tpch arrow, parquet, memory_map=False, TPCH-11, scale_factor=0.01, R 0.299 s 2.386
2022-11-22 04:08 R tpch arrow, parquet, memory_map=False, TPCH-14, scale_factor=10, R 28.610 s -0.242
2022-11-22 04:13 R tpch arrow, native, memory_map=False, TPCH-16, scale_factor=0.01, R 0.220 s 1.900
2022-11-22 03:21 R tpch arrow, native, memory_map=False, TPCH-06, scale_factor=10, R 0.480 s 1.967
2022-11-22 03:29 R tpch arrow, parquet, memory_map=False, TPCH-08, scale_factor=1, R 0.886 s 1.657
2022-11-22 03:34 R tpch arrow, native, memory_map=False, TPCH-08, scale_factor=10, R 0.791 s 0.742
2022-11-22 04:29 R tpch arrow, native, memory_map=False, TPCH-19, scale_factor=0.01, R 0.296 s 1.827
2022-11-22 04:30 R tpch arrow, native, memory_map=False, TPCH-19, scale_factor=0.1, R 0.479 s 1.810
2022-11-22 04:37 R tpch arrow, parquet, memory_map=False, TPCH-20, scale_factor=0.1, R 0.488 s 2.005
2022-11-22 03:28 R tpch arrow, parquet, memory_map=False, TPCH-07, scale_factor=10, R 8.583 s 1.316
2022-11-22 03:29 R tpch arrow, native, memory_map=False, TPCH-08, scale_factor=1, R 0.406 s 1.976
2022-11-22 03:41 R tpch arrow, native, memory_map=False, TPCH-09, scale_factor=10, R 1.325 s 1.397
2022-11-22 03:43 R tpch arrow, native, memory_map=False, TPCH-10, scale_factor=1, R 0.381 s 1.035
2022-11-22 03:47 R tpch arrow, native, memory_map=False, TPCH-10, scale_factor=10, R 1.181 s -0.671
2022-11-22 04:00 R tpch arrow, native, memory_map=False, TPCH-13, scale_factor=10, R 4.612 s 0.800
2022-11-22 04:28 R tpch arrow, native, memory_map=False, TPCH-18, scale_factor=10, R 4.359 s 0.606
2022-11-22 03:28 R tpch arrow, parquet, memory_map=False, TPCH-08, scale_factor=0.01, R 0.435 s 2.187
2022-11-22 04:01 R tpch arrow, native, memory_map=False, TPCH-14, scale_factor=0.01, R 0.233 s 2.113
2022-11-22 04:22 R tpch arrow, parquet, memory_map=False, TPCH-17, scale_factor=10, R 31.068 s 1.864
2022-11-22 03:28 R tpch arrow, parquet, memory_map=False, TPCH-08, scale_factor=0.1, R 0.481 s 2.276
2022-11-22 03:49 R tpch arrow, native, memory_map=False, TPCH-11, scale_factor=1, R 0.376 s 2.218
2022-11-22 03:50 R tpch arrow, native, memory_map=False, TPCH-12, scale_factor=0.01, R 0.227 s 2.251
2022-11-22 04:16 R tpch arrow, parquet, memory_map=False, TPCH-16, scale_factor=10, R 11.471 s 0.703
2022-11-22 04:17 R tpch arrow, parquet, memory_map=False, TPCH-17, scale_factor=1, R 2.681 s 1.371
2022-11-22 03:36 R tpch arrow, parquet, memory_map=False, TPCH-09, scale_factor=1, R 0.959 s 1.985
2022-11-22 03:42 R tpch arrow, parquet, memory_map=False, TPCH-10, scale_factor=0.1, R 0.388 s 2.012
2022-11-22 03:59 R tpch arrow, parquet, memory_map=False, TPCH-13, scale_factor=0.1, R 0.505 s 1.723
2022-11-22 04:23 R tpch arrow, parquet, memory_map=False, TPCH-18, scale_factor=0.01, R 0.283 s 2.041
2022-11-22 04:37 R tpch arrow, native, memory_map=False, TPCH-20, scale_factor=0.1, R 0.291 s 1.947
2022-11-22 03:48 R tpch arrow, native, memory_map=False, TPCH-11, scale_factor=0.01, R 0.233 s 2.217
2022-11-22 03:58 R tpch arrow, native, memory_map=False, TPCH-13, scale_factor=0.01, R 0.204 s 1.763
2022-11-22 03:59 R tpch arrow, native, memory_map=False, TPCH-13, scale_factor=1, R 0.785 s 1.274
2022-11-22 04:13 R tpch arrow, parquet, memory_map=False, TPCH-15, scale_factor=10, R 6.056 s 0.266
2022-11-22 03:35 R tpch arrow, parquet, memory_map=False, TPCH-09, scale_factor=0.1, R 0.431 s 2.010
2022-11-22 03:48 R tpch arrow, parquet, memory_map=False, TPCH-11, scale_factor=0.1, R 0.368 s 2.098
2022-11-22 03:50 R tpch arrow, parquet, memory_map=False, TPCH-11, scale_factor=10, R 10.657 s 0.858
2022-11-22 04:01 R tpch arrow, parquet, memory_map=False, TPCH-14, scale_factor=0.01, R 0.302 s 2.346
2022-11-22 04:13 R tpch arrow, native, memory_map=False, TPCH-15, scale_factor=10, R 0.823 s 0.307
2022-11-22 04:14 R tpch arrow, native, memory_map=False, TPCH-16, scale_factor=1, R 0.372 s 2.202
2022-11-22 04:15 R tpch arrow, native, memory_map=False, TPCH-16, scale_factor=10, R 1.094 s 0.778
2022-11-22 03:34 R tpch arrow, parquet, memory_map=False, TPCH-08, scale_factor=10, R 10.096 s -0.340
2022-11-22 04:01 R tpch arrow, parquet, memory_map=False, TPCH-13, scale_factor=10, R 15.387 s 0.871
2022-11-22 04:08 R tpch arrow, parquet, memory_map=False, TPCH-15, scale_factor=0.01, R 0.292 s 1.883
2022-11-22 04:16 R tpch arrow, native, memory_map=False, TPCH-17, scale_factor=0.1, R 0.246 s 2.321
2022-11-22 04:17 R tpch arrow, native, memory_map=False, TPCH-17, scale_factor=1, R 0.303 s 1.921
2022-11-22 03:58 R tpch arrow, parquet, memory_map=False, TPCH-13, scale_factor=0.01, R 0.265 s 2.454
2022-11-22 04:02 R tpch arrow, native, memory_map=False, TPCH-14, scale_factor=0.1, R 0.266 s 1.983
2022-11-22 04:23 R tpch arrow, parquet, memory_map=False, TPCH-18, scale_factor=0.1, R 0.317 s 2.181
2022-11-22 04:36 R tpch arrow, parquet, memory_map=False, TPCH-19, scale_factor=10, R 30.660 s 0.105
2022-11-22 04:38 R tpch arrow, native, memory_map=False, TPCH-20, scale_factor=1, R 0.344 s 1.630
2022-11-22 03:35 R tpch arrow, parquet, memory_map=False, TPCH-09, scale_factor=0.01, R 0.366 s 2.237
2022-11-22 03:52 R tpch arrow, parquet, memory_map=False, TPCH-12, scale_factor=1, R 3.044 s 2.048
2022-11-22 03:56 R tpch arrow, native, memory_map=False, TPCH-12, scale_factor=10, R 3.559 s 0.654
2022-11-22 04:09 R tpch arrow, parquet, memory_map=False, TPCH-15, scale_factor=1, R 0.770 s 1.171
2022-11-22 04:21 R tpch arrow, native, memory_map=False, TPCH-17, scale_factor=10, R 0.901 s 1.431
2022-11-22 04:24 R tpch arrow, parquet, memory_map=False, TPCH-18, scale_factor=1, R 0.707 s 1.831
2022-11-22 04:31 R tpch arrow, parquet, memory_map=False, TPCH-19, scale_factor=1, R 3.019 s 0.708
2022-11-22 03:42 R tpch arrow, parquet, memory_map=False, TPCH-10, scale_factor=0.01, R 0.339 s 2.152
2022-11-22 03:43 R tpch arrow, parquet, memory_map=False, TPCH-10, scale_factor=1, R 0.820 s 1.371
2022-11-22 03:49 R tpch arrow, parquet, memory_map=False, TPCH-11, scale_factor=1, R 0.884 s 0.813
2022-11-22 03:58 R tpch arrow, parquet, memory_map=False, TPCH-12, scale_factor=10, R 35.186 s 0.467
2022-11-22 04:09 R tpch arrow, parquet, memory_map=False, TPCH-15, scale_factor=0.1, R 0.339 s 1.502
2022-11-22 04:14 R tpch arrow, native, memory_map=False, TPCH-16, scale_factor=0.1, R 0.246 s 2.405
2022-11-22 04:37 R tpch arrow, native, memory_map=False, TPCH-20, scale_factor=0.01, R 0.291 s 1.673
2022-11-22 04:37 R tpch arrow, parquet, memory_map=False, TPCH-20, scale_factor=0.01, R 0.369 s 2.296
2022-11-22 04:08 R tpch arrow, native, memory_map=False, TPCH-15, scale_factor=0.1, R 0.231 s 2.270
2022-11-22 04:13 R tpch arrow, parquet, memory_map=False, TPCH-16, scale_factor=0.01, R 0.278 s 2.179
2022-11-22 04:14 R tpch arrow, parquet, memory_map=False, TPCH-16, scale_factor=0.1, R 0.344 s 2.581
2022-11-22 03:49 R tpch arrow, native, memory_map=False, TPCH-11, scale_factor=10, R 1.049 s 1.491
2022-11-22 04:23 R tpch arrow, native, memory_map=False, TPCH-18, scale_factor=0.01, R 0.219 s 2.090
2022-11-22 04:23 R tpch arrow, native, memory_map=False, TPCH-18, scale_factor=0.1, R 0.240 s 2.107
2022-11-22 04:24 R tpch arrow, native, memory_map=False, TPCH-18, scale_factor=1, R 0.489 s 1.344
2022-11-22 03:51 R tpch arrow, native, memory_map=False, TPCH-12, scale_factor=0.1, R 0.357 s 1.288
2022-11-22 03:51 R tpch arrow, native, memory_map=False, TPCH-12, scale_factor=1, R 0.627 s 2.036
2022-11-22 04:02 R tpch arrow, parquet, memory_map=False, TPCH-14, scale_factor=0.1, R 0.440 s 2.053
2022-11-22 04:02 R tpch arrow, native, memory_map=False, TPCH-14, scale_factor=1, R 0.527 s 2.116
2022-11-22 04:09 R tpch arrow, native, memory_map=False, TPCH-15, scale_factor=1, R 0.279 s 1.959
2022-11-22 04:14 R tpch arrow, parquet, memory_map=False, TPCH-16, scale_factor=1, R 0.800 s 1.908
2022-11-22 04:42 R tpch arrow, native, memory_map=False, TPCH-20, scale_factor=10, R 0.899 s 0.702
2022-11-22 04:44 R tpch arrow, native, memory_map=False, TPCH-21, scale_factor=0.01, R 0.417 s 1.595
2022-11-22 04:06 R tpch arrow, native, memory_map=False, TPCH-14, scale_factor=10, R 2.307 s -0.145
2022-11-22 04:16 R tpch arrow, parquet, memory_map=False, TPCH-17, scale_factor=0.1, R 0.452 s 1.405
2022-11-22 04:38 R tpch arrow, parquet, memory_map=False, TPCH-20, scale_factor=1, R 3.299 s 2.683
2022-11-22 04:16 R tpch arrow, parquet, memory_map=False, TPCH-17, scale_factor=0.01, R 0.313 s 2.032
2022-11-22 04:30 R tpch arrow, native, memory_map=False, TPCH-19, scale_factor=1, R 1.122 s 1.079
2022-11-22 04:35 R tpch arrow, native, memory_map=False, TPCH-19, scale_factor=10, R 8.570 s -0.060
2022-11-22 04:29 R tpch arrow, parquet, memory_map=False, TPCH-18, scale_factor=10, R 13.137 s 1.057
2022-11-22 04:30 R tpch arrow, parquet, memory_map=False, TPCH-19, scale_factor=0.1, R 0.558 s 1.982
2022-11-22 04:44 R tpch arrow, parquet, memory_map=False, TPCH-20, scale_factor=10, R 36.726 s -1.710
2022-11-22 04:30 R tpch arrow, parquet, memory_map=False, TPCH-19, scale_factor=0.01, R 0.367 s 2.278
2022-11-22 04:44 R tpch arrow, parquet, memory_map=False, TPCH-21, scale_factor=0.01, R 0.499 s 1.921
2022-11-22 04:45 R tpch arrow, native, memory_map=False, TPCH-21, scale_factor=0.1, R 0.803 s 0.877
2022-11-22 04:45 R tpch arrow, parquet, memory_map=False, TPCH-21, scale_factor=0.1, R 0.923 s 1.173
2022-11-22 04:46 R tpch arrow, native, memory_map=False, TPCH-21, scale_factor=1, R 3.524 s 0.246
2022-11-22 04:46 R tpch arrow, parquet, memory_map=False, TPCH-21, scale_factor=1, R 4.950 s 1.115
2022-11-22 04:57 R tpch arrow, native, memory_map=False, TPCH-22, scale_factor=10, R 0.374 s 2.228
2022-11-22 04:53 R tpch arrow, native, memory_map=False, TPCH-21, scale_factor=10, R 38.223 s 0.797
2022-11-22 04:57 R tpch arrow, parquet, memory_map=False, TPCH-22, scale_factor=1, R 0.651 s 1.933
2022-11-22 04:58 R tpch arrow, parquet, memory_map=False, TPCH-22, scale_factor=10, R 11.052 s 1.664
2022-11-22 04:56 R tpch arrow, parquet, memory_map=False, TPCH-22, scale_factor=0.01, R 0.277 s 2.227
2022-11-22 04:56 R tpch arrow, parquet, memory_map=False, TPCH-21, scale_factor=10, R 52.583 s 0.637
2022-11-22 04:56 R tpch arrow, parquet, memory_map=False, TPCH-22, scale_factor=0.1, R 0.311 s 2.297
2022-11-22 04:56 R tpch arrow, native, memory_map=False, TPCH-22, scale_factor=0.01, R 0.219 s 1.917
2022-11-22 04:56 R tpch arrow, native, memory_map=False, TPCH-22, scale_factor=0.1, R 0.222 s 2.078
2022-11-22 04:56 R tpch arrow, native, memory_map=False, TPCH-22, scale_factor=1, R 0.251 s 2.234