Benchmarks
Date Lang Batch Benchmark Mean Z-Score Error
2022-11-16 16:45 R tpch arrow, native, memory_map=False, TPCH-02, scale_factor=0.1, R 0.330 s 0.335
2022-11-16 16:43 R tpch arrow, native, memory_map=False, TPCH-01, scale_factor=10, R 1.410 s -0.750
2022-11-16 16:34 R tpch arrow, parquet, memory_map=False, TPCH-01, scale_factor=1, R 0.786 s 0.573
2022-11-16 16:32 R tpch arrow, parquet, memory_map=False, TPCH-01, scale_factor=0.01, R 0.288 s 0.467
2022-11-16 16:44 R tpch arrow, parquet, memory_map=False, TPCH-01, scale_factor=10, R 5.462 s 0.787
2022-11-16 16:32 R tpch arrow, native, memory_map=False, TPCH-01, scale_factor=0.01, R 0.219 s 0.615
2022-11-16 16:32 R tpch arrow, native, memory_map=False, TPCH-01, scale_factor=0.1, R 0.226 s 0.766
2022-11-16 17:01 R tpch arrow, parquet, memory_map=False, TPCH-05, scale_factor=1, R 0.861 s -0.479
2022-11-16 17:13 R tpch arrow, native, memory_map=False, TPCH-07, scale_factor=1, R 0.413 s 0.478
2022-11-16 16:34 R tpch arrow, native, memory_map=False, TPCH-01, scale_factor=1, R 0.331 s 0.576
2022-11-16 17:07 R tpch arrow, parquet, memory_map=False, TPCH-06, scale_factor=0.1, R 0.306 s -0.209
2022-11-16 17:00 R tpch arrow, native, memory_map=False, TPCH-05, scale_factor=0.01, R 0.294 s 0.620
2022-11-16 17:12 R tpch arrow, native, memory_map=False, TPCH-07, scale_factor=0.1, R 0.331 s 0.596
2022-11-16 16:32 R tpch arrow, parquet, memory_map=False, TPCH-01, scale_factor=0.1, R 0.355 s 0.217
2022-11-16 16:54 R tpch arrow, parquet, memory_map=False, TPCH-03, scale_factor=10, R 7.402 s 0.564
2022-11-16 17:07 R tpch arrow, parquet, memory_map=False, TPCH-06, scale_factor=0.01, R 0.261 s 0.103
2022-11-16 16:47 R tpch arrow, parquet, memory_map=False, TPCH-03, scale_factor=0.01, R 0.316 s 0.685
2022-11-16 16:45 R tpch arrow, parquet, memory_map=False, TPCH-02, scale_factor=0.1, R 0.404 s 0.527
2022-11-16 16:45 R tpch arrow, native, memory_map=False, TPCH-02, scale_factor=0.01, R 0.320 s 0.336
2022-11-16 16:55 R tpch arrow, native, memory_map=False, TPCH-04, scale_factor=1, R 0.334 s 0.472
2022-11-16 17:00 R tpch arrow, native, memory_map=False, TPCH-04, scale_factor=10, R 1.238 s 0.904
2022-11-16 17:01 R tpch arrow, native, memory_map=False, TPCH-05, scale_factor=0.1, R 0.306 s 0.290
2022-11-16 17:07 R tpch arrow, native, memory_map=False, TPCH-06, scale_factor=0.01, R 0.194 s -0.217
2022-11-16 16:45 R tpch arrow, native, memory_map=False, TPCH-02, scale_factor=1, R 0.403 s 0.306
2022-11-16 16:47 R tpch arrow, native, memory_map=False, TPCH-03, scale_factor=0.01, R 0.258 s 0.801
2022-11-16 16:54 R tpch arrow, native, memory_map=False, TPCH-04, scale_factor=0.1, R 0.239 s 0.380
2022-11-16 16:47 R tpch arrow, native, memory_map=False, TPCH-02, scale_factor=10, R 0.899 s 0.827
2022-11-16 16:48 R tpch arrow, native, memory_map=False, TPCH-03, scale_factor=0.1, R 0.265 s 0.782
2022-11-16 16:47 R tpch arrow, parquet, memory_map=False, TPCH-02, scale_factor=10, R 1.420 s 0.167
2022-11-16 17:00 R tpch arrow, parquet, memory_map=False, TPCH-04, scale_factor=10, R 3.556 s 0.119
2022-11-16 17:01 R tpch arrow, parquet, memory_map=False, TPCH-05, scale_factor=0.1, R 0.425 s 0.265
2022-11-16 17:13 R tpch arrow, parquet, memory_map=False, TPCH-07, scale_factor=1, R 0.874 s -0.001
2022-11-16 16:45 R tpch arrow, parquet, memory_map=False, TPCH-02, scale_factor=0.01, R 0.390 s 0.476
2022-11-16 16:46 R tpch arrow, parquet, memory_map=False, TPCH-02, scale_factor=1, R 0.527 s 0.504
2022-11-16 16:48 R tpch arrow, native, memory_map=False, TPCH-03, scale_factor=1, R 0.360 s 1.079
2022-11-16 16:54 R tpch arrow, parquet, memory_map=False, TPCH-04, scale_factor=0.01, R 0.291 s 0.236
2022-11-16 17:01 R tpch arrow, native, memory_map=False, TPCH-05, scale_factor=1, R 0.378 s 0.550
2022-11-16 17:12 R tpch arrow, parquet, memory_map=False, TPCH-06, scale_factor=10, R 5.018 s 0.356
2022-11-16 17:19 R tpch arrow, parquet, memory_map=False, TPCH-08, scale_factor=0.01, R 0.463 s 0.203
2022-11-16 16:54 R tpch arrow, native, memory_map=False, TPCH-04, scale_factor=0.01, R 0.230 s 0.298
2022-11-16 17:20 R tpch arrow, parquet, memory_map=False, TPCH-08, scale_factor=1, R 0.929 s -0.232
2022-11-16 16:55 R tpch arrow, parquet, memory_map=False, TPCH-04, scale_factor=0.1, R 0.309 s 0.084
2022-11-16 17:12 R tpch arrow, parquet, memory_map=False, TPCH-07, scale_factor=0.01, R 0.406 s 0.281
2022-11-16 16:48 R tpch arrow, parquet, memory_map=False, TPCH-03, scale_factor=0.1, R 0.360 s 0.623
2022-11-16 17:12 R tpch arrow, native, memory_map=False, TPCH-07, scale_factor=0.01, R 0.328 s 0.416
2022-11-16 16:49 R tpch arrow, parquet, memory_map=False, TPCH-03, scale_factor=1, R 0.776 s 0.113
2022-11-16 16:55 R tpch arrow, parquet, memory_map=False, TPCH-04, scale_factor=1, R 0.450 s -0.018
2022-11-16 17:00 R tpch arrow, parquet, memory_map=False, TPCH-05, scale_factor=0.01, R 0.376 s 0.377
2022-11-16 17:18 R tpch arrow, parquet, memory_map=False, TPCH-07, scale_factor=10, R 8.625 s -0.076
2022-11-16 17:19 R tpch arrow, parquet, memory_map=False, TPCH-08, scale_factor=0.1, R 0.506 s 0.441
2022-11-16 16:53 R tpch arrow, native, memory_map=False, TPCH-03, scale_factor=10, R 1.264 s 1.538
2022-11-16 17:18 R tpch arrow, native, memory_map=False, TPCH-07, scale_factor=10, R 1.052 s 1.149
2022-11-16 17:08 R tpch arrow, parquet, memory_map=False, TPCH-06, scale_factor=1, R 0.710 s -0.293
2022-11-16 17:12 R tpch arrow, parquet, memory_map=False, TPCH-07, scale_factor=0.1, R 0.450 s 0.311
2022-11-16 17:18 R tpch arrow, native, memory_map=False, TPCH-08, scale_factor=0.01, R 0.368 s 0.758
2022-11-16 17:06 R tpch arrow, native, memory_map=False, TPCH-05, scale_factor=10, R 0.893 s 0.565
2022-11-16 17:08 R tpch arrow, native, memory_map=False, TPCH-06, scale_factor=1, R 0.222 s -0.147
2022-11-16 17:11 R tpch arrow, native, memory_map=False, TPCH-06, scale_factor=10, R 0.504 s -0.472
2022-11-16 17:19 R tpch arrow, native, memory_map=False, TPCH-08, scale_factor=0.1, R 0.377 s 0.743
2022-11-16 17:07 R tpch arrow, native, memory_map=False, TPCH-06, scale_factor=0.1, R 0.193 s 0.018
2022-11-16 17:20 R tpch arrow, native, memory_map=False, TPCH-08, scale_factor=1, R 0.420 s 0.543
2022-11-16 17:06 R tpch arrow, parquet, memory_map=False, TPCH-05, scale_factor=10, R 8.116 s -0.230
2022-11-16 17:24 R tpch arrow, native, memory_map=False, TPCH-08, scale_factor=10, R 0.790 s 0.873
2022-11-16 17:25 R tpch arrow, parquet, memory_map=False, TPCH-09, scale_factor=0.01, R 0.402 s -0.321
2022-11-16 17:25 R tpch arrow, parquet, memory_map=False, TPCH-08, scale_factor=10, R 10.073 s -0.024
2022-11-16 17:25 R tpch arrow, native, memory_map=False, TPCH-09, scale_factor=0.01, R 0.313 s 0.317
2022-11-16 17:26 R tpch arrow, parquet, memory_map=False, TPCH-09, scale_factor=0.1, R 0.455 s 0.218
2022-11-16 17:26 R tpch arrow, native, memory_map=False, TPCH-09, scale_factor=0.1, R 0.344 s 0.205
2022-11-16 17:26 R tpch arrow, native, memory_map=False, TPCH-09, scale_factor=1, R 0.523 s 0.254
2022-11-16 17:27 R tpch arrow, parquet, memory_map=False, TPCH-09, scale_factor=1, R 1.000 s 0.112
2022-11-16 17:32 R tpch arrow, parquet, memory_map=False, TPCH-09, scale_factor=10, R 11.480 s -0.027
2022-11-16 17:39 R tpch arrow, native, memory_map=False, TPCH-11, scale_factor=0.1, R 0.272 s 0.345
2022-11-16 17:40 R tpch arrow, native, memory_map=False, TPCH-11, scale_factor=10, R 1.072 s 0.423
2022-11-16 17:33 R tpch arrow, native, memory_map=False, TPCH-10, scale_factor=1, R 0.387 s 0.429
2022-11-16 17:43 R tpch arrow, native, memory_map=False, TPCH-12, scale_factor=1, R 0.647 s 0.032
2022-11-16 17:41 R tpch arrow, native, memory_map=False, TPCH-12, scale_factor=0.01, R 0.242 s -0.028
2022-11-16 17:34 R tpch arrow, parquet, memory_map=False, TPCH-10, scale_factor=1, R 0.863 s -0.325
2022-11-16 17:32 R tpch arrow, native, memory_map=False, TPCH-10, scale_factor=0.01, R 0.292 s 0.357
2022-11-16 17:40 R tpch arrow, native, memory_map=False, TPCH-11, scale_factor=1, R 0.405 s -1.001
2022-11-16 17:41 R tpch arrow, parquet, memory_map=False, TPCH-11, scale_factor=10, R 10.667 s 0.688
2022-11-16 17:39 R tpch arrow, parquet, memory_map=False, TPCH-10, scale_factor=10, R 9.148 s 0.267
2022-11-16 17:40 R tpch arrow, parquet, memory_map=False, TPCH-11, scale_factor=1, R 0.915 s 0.407
2022-11-16 17:42 R tpch arrow, parquet, memory_map=False, TPCH-12, scale_factor=0.01, R 0.324 s -0.088
2022-11-16 17:33 R tpch arrow, parquet, memory_map=False, TPCH-10, scale_factor=0.1, R 0.415 s 0.168
2022-11-16 17:33 R tpch arrow, parquet, memory_map=False, TPCH-10, scale_factor=0.01, R 0.366 s -0.000
2022-11-16 17:38 R tpch arrow, native, memory_map=False, TPCH-10, scale_factor=10, R 1.156 s 0.882
2022-11-16 17:39 R tpch arrow, parquet, memory_map=False, TPCH-11, scale_factor=0.1, R 0.403 s -0.034
2022-11-16 17:42 R tpch arrow, parquet, memory_map=False, TPCH-12, scale_factor=0.1, R 0.493 s -0.007
2022-11-16 17:33 R tpch arrow, native, memory_map=False, TPCH-10, scale_factor=0.1, R 0.301 s 0.313
2022-11-16 17:31 R tpch arrow, native, memory_map=False, TPCH-09, scale_factor=10, R 1.343 s 0.573
2022-11-16 17:43 R tpch arrow, parquet, memory_map=False, TPCH-12, scale_factor=1, R 3.068 s 0.689
2022-11-16 17:39 R tpch arrow, native, memory_map=False, TPCH-11, scale_factor=0.01, R 0.247 s 0.080
2022-11-16 17:42 R tpch arrow, native, memory_map=False, TPCH-12, scale_factor=0.1, R 0.364 s 0.404
2022-11-16 17:39 R tpch arrow, parquet, memory_map=False, TPCH-11, scale_factor=0.01, R 0.328 s -0.143
2022-11-16 17:47 R tpch arrow, native, memory_map=False, TPCH-12, scale_factor=10, R 3.589 s -0.374
2022-11-16 17:49 R tpch arrow, native, memory_map=False, TPCH-13, scale_factor=0.01, R 0.220 s -0.045
2022-11-16 17:49 R tpch arrow, parquet, memory_map=False, TPCH-12, scale_factor=10, R 35.294 s -1.087
2022-11-16 17:50 R tpch arrow, parquet, memory_map=False, TPCH-13, scale_factor=0.01, R 0.294 s -0.021
2022-11-16 17:50 R tpch arrow, native, memory_map=False, TPCH-13, scale_factor=0.1, R 0.395 s 0.199
2022-11-16 17:50 R tpch arrow, parquet, memory_map=False, TPCH-13, scale_factor=0.1, R 0.532 s 0.050
2022-11-16 17:50 R tpch arrow, parquet, memory_map=False, TPCH-13, scale_factor=1, R 1.273 s -0.376
2022-11-16 17:50 R tpch arrow, native, memory_map=False, TPCH-13, scale_factor=1, R 0.793 s 0.582
2022-11-16 17:52 R tpch arrow, native, memory_map=False, TPCH-13, scale_factor=10, R 4.620 s 0.673
2022-11-16 17:53 R tpch arrow, parquet, memory_map=False, TPCH-14, scale_factor=0.01, R 0.332 s -0.112
2022-11-16 17:53 R tpch arrow, parquet, memory_map=False, TPCH-13, scale_factor=10, R 15.414 s 0.350
2022-11-16 17:53 R tpch arrow, parquet, memory_map=False, TPCH-14, scale_factor=0.1, R 0.482 s -0.180
2022-11-16 17:54 R tpch arrow, native, memory_map=False, TPCH-14, scale_factor=1, R 0.544 s 0.421
2022-11-16 17:53 R tpch arrow, native, memory_map=False, TPCH-14, scale_factor=0.01, R 0.247 s -0.073
2022-11-16 17:53 R tpch arrow, native, memory_map=False, TPCH-14, scale_factor=0.1, R 0.279 s 0.125
2022-11-16 17:54 R tpch arrow, parquet, memory_map=False, TPCH-14, scale_factor=1, R 2.515 s 0.414
2022-11-16 18:08 R tpch arrow, native, memory_map=False, TPCH-17, scale_factor=0.01, R 0.254 s 0.236
2022-11-16 18:08 R tpch arrow, parquet, memory_map=False, TPCH-17, scale_factor=0.01, R 0.333 s 0.309
2022-11-16 18:05 R tpch arrow, parquet, memory_map=False, TPCH-16, scale_factor=0.01, R 0.305 s 0.047
2022-11-16 18:05 R tpch arrow, native, memory_map=False, TPCH-16, scale_factor=0.1, R 0.263 s 0.185
2022-11-16 18:05 R tpch arrow, native, memory_map=False, TPCH-16, scale_factor=0.01, R 0.232 s 0.246
2022-11-16 18:08 R tpch arrow, parquet, memory_map=False, TPCH-17, scale_factor=0.1, R 0.473 s 0.499
2022-11-16 18:13 R tpch arrow, native, memory_map=False, TPCH-17, scale_factor=10, R 0.908 s 0.768
2022-11-16 18:06 R tpch arrow, native, memory_map=False, TPCH-16, scale_factor=1, R 0.383 s 1.120
2022-11-16 17:59 R tpch arrow, parquet, memory_map=False, TPCH-14, scale_factor=10, R 28.591 s -0.289
2022-11-16 18:05 R tpch arrow, parquet, memory_map=False, TPCH-15, scale_factor=10, R 6.138 s -1.175
2022-11-16 18:01 R tpch arrow, parquet, memory_map=False, TPCH-15, scale_factor=1, R 0.797 s 0.339
2022-11-16 18:04 R tpch arrow, native, memory_map=False, TPCH-15, scale_factor=10, R 0.796 s 1.868
2022-11-16 18:06 R tpch arrow, parquet, memory_map=False, TPCH-16, scale_factor=1, R 0.866 s 0.155
2022-11-16 18:08 R tpch arrow, native, memory_map=False, TPCH-17, scale_factor=0.1, R 0.262 s 0.185
2022-11-16 18:00 R tpch arrow, native, memory_map=False, TPCH-15, scale_factor=0.01, R 0.240 s 0.488
2022-11-16 18:01 R tpch arrow, native, memory_map=False, TPCH-15, scale_factor=1, R 0.290 s 0.445
2022-11-16 18:00 R tpch arrow, parquet, memory_map=False, TPCH-15, scale_factor=0.1, R 0.358 s 0.039
2022-11-16 18:00 R tpch arrow, parquet, memory_map=False, TPCH-15, scale_factor=0.01, R 0.311 s 0.166
2022-11-16 18:06 R tpch arrow, parquet, memory_map=False, TPCH-16, scale_factor=0.1, R 0.379 s -0.134
2022-11-16 17:58 R tpch arrow, native, memory_map=False, TPCH-14, scale_factor=10, R 2.312 s -0.252
2022-11-16 18:00 R tpch arrow, native, memory_map=False, TPCH-15, scale_factor=0.1, R 0.242 s 0.446
2022-11-16 18:07 R tpch arrow, native, memory_map=False, TPCH-16, scale_factor=10, R 1.103 s 0.542
2022-11-16 18:15 R tpch arrow, native, memory_map=False, TPCH-18, scale_factor=0.1, R 0.257 s -0.300
2022-11-16 18:08 R tpch arrow, parquet, memory_map=False, TPCH-16, scale_factor=10, R 11.490 s 0.243
2022-11-16 18:09 R tpch arrow, native, memory_map=False, TPCH-17, scale_factor=1, R 0.314 s 0.454
2022-11-16 18:09 R tpch arrow, parquet, memory_map=False, TPCH-17, scale_factor=1, R 2.721 s -0.571
2022-11-16 18:15 R tpch arrow, parquet, memory_map=False, TPCH-17, scale_factor=10, R 31.402 s -0.488
2022-11-16 18:15 R tpch arrow, parquet, memory_map=False, TPCH-18, scale_factor=0.01, R 0.310 s -0.147
2022-11-16 18:15 R tpch arrow, native, memory_map=False, TPCH-18, scale_factor=0.01, R 0.235 s -0.204
2022-11-16 18:15 R tpch arrow, parquet, memory_map=False, TPCH-18, scale_factor=0.1, R 0.353 s -0.547
2022-11-16 18:16 R tpch arrow, native, memory_map=False, TPCH-18, scale_factor=1, R 0.504 s 0.259
2022-11-16 18:16 R tpch arrow, parquet, memory_map=False, TPCH-18, scale_factor=1, R 0.768 s -0.900
2022-11-16 18:29 R tpch arrow, parquet, memory_map=False, TPCH-20, scale_factor=0.01, R 0.399 s 0.032
2022-11-16 18:23 R tpch arrow, parquet, memory_map=False, TPCH-19, scale_factor=1, R 3.026 s 0.291
2022-11-16 18:30 R tpch arrow, native, memory_map=False, TPCH-20, scale_factor=1, R 0.352 s 0.529
2022-11-16 18:22 R tpch arrow, parquet, memory_map=False, TPCH-19, scale_factor=0.01, R 0.397 s -0.378
2022-11-16 18:31 R tpch arrow, parquet, memory_map=False, TPCH-20, scale_factor=1, R 3.334 s 0.527
2022-11-16 18:22 R tpch arrow, parquet, memory_map=False, TPCH-19, scale_factor=0.1, R 0.599 s -0.317
2022-11-16 18:37 R tpch arrow, parquet, memory_map=False, TPCH-20, scale_factor=10, R 36.425 s 0.942
2022-11-16 18:49 R tpch arrow, parquet, memory_map=False, TPCH-22, scale_factor=1, R 0.715 s -0.053
2022-11-16 18:27 R tpch arrow, native, memory_map=False, TPCH-19, scale_factor=10, R 8.421 s 1.102
2022-11-16 18:30 R tpch arrow, parquet, memory_map=False, TPCH-20, scale_factor=0.1, R 0.526 s 0.046
2022-11-16 18:45 R tpch arrow, native, memory_map=False, TPCH-21, scale_factor=10, R 38.259 s 0.823
2022-11-16 18:38 R tpch arrow, native, memory_map=False, TPCH-21, scale_factor=1, R 3.524 s 0.200
2022-11-16 18:29 R tpch arrow, parquet, memory_map=False, TPCH-19, scale_factor=10, R 30.592 s 0.586
2022-11-16 18:39 R tpch arrow, parquet, memory_map=False, TPCH-21, scale_factor=1, R 5.015 s -0.139
2022-11-16 18:35 R tpch arrow, native, memory_map=False, TPCH-20, scale_factor=10, R 0.899 s 0.759
2022-11-16 18:48 R tpch arrow, parquet, memory_map=False, TPCH-21, scale_factor=10, R 52.501 s 0.756
2022-11-16 18:51 R tpch arrow, parquet, memory_map=False, TPCH-22, scale_factor=10, R 11.078 s 0.230
2022-11-16 18:21 R tpch arrow, native, memory_map=False, TPCH-18, scale_factor=10, R 4.375 s 0.558
2022-11-16 18:37 R tpch arrow, parquet, memory_map=False, TPCH-21, scale_factor=0.01, R 0.524 s 0.151
2022-11-16 18:29 R tpch arrow, native, memory_map=False, TPCH-20, scale_factor=0.01, R 0.302 s 0.362
2022-11-16 18:21 R tpch arrow, parquet, memory_map=False, TPCH-18, scale_factor=10, R 13.175 s -0.841
2022-11-16 18:38 R tpch arrow, parquet, memory_map=False, TPCH-21, scale_factor=0.1, R 0.958 s -0.424
2022-11-16 18:22 R tpch arrow, native, memory_map=False, TPCH-19, scale_factor=0.01, R 0.307 s -0.086
2022-11-16 18:22 R tpch arrow, native, memory_map=False, TPCH-19, scale_factor=0.1, R 0.493 s 0.084
2022-11-16 18:49 R tpch arrow, native, memory_map=False, TPCH-22, scale_factor=0.1, R 0.236 s 0.041
2022-11-16 18:23 R tpch arrow, native, memory_map=False, TPCH-19, scale_factor=1, R 1.136 s 0.576
2022-11-16 18:29 R tpch arrow, native, memory_map=False, TPCH-20, scale_factor=0.1, R 0.304 s 0.409
2022-11-16 18:50 R tpch arrow, native, memory_map=False, TPCH-22, scale_factor=10, R 0.392 s -0.063
2022-11-16 18:37 R tpch arrow, native, memory_map=False, TPCH-21, scale_factor=0.01, R 0.432 s 0.290
2022-11-16 18:37 R tpch arrow, native, memory_map=False, TPCH-21, scale_factor=0.1, R 0.815 s 0.259
2022-11-16 18:49 R tpch arrow, parquet, memory_map=False, TPCH-22, scale_factor=0.01, R 0.306 s -0.079
2022-11-16 18:48 R tpch arrow, native, memory_map=False, TPCH-22, scale_factor=0.01, R 0.232 s -0.072
2022-11-16 18:49 R tpch arrow, native, memory_map=False, TPCH-22, scale_factor=1, R 0.265 s 0.129
2022-11-16 18:49 R tpch arrow, parquet, memory_map=False, TPCH-22, scale_factor=0.1, R 0.346 s -0.117