Benchmarks
Date Lang Batch Benchmark Mean Z-Score Error
2023-01-14 06:56 R tpch arrow, parquet, memory_map=False, TPCH-01, scale_factor=0.01, R 0.293 s 0.534
2023-01-14 06:56 R tpch arrow, native, memory_map=False, TPCH-01, scale_factor=0.01, R 0.221 s 1.093
2023-01-14 06:56 R tpch arrow, native, memory_map=False, TPCH-01, scale_factor=0.1, R 0.234 s 0.546
2023-01-14 06:58 R tpch arrow, native, memory_map=False, TPCH-01, scale_factor=1, R 0.335 s 0.781
2023-01-14 06:57 R tpch arrow, parquet, memory_map=False, TPCH-01, scale_factor=0.1, R 0.351 s 0.733
2023-01-14 06:58 R tpch arrow, parquet, memory_map=False, TPCH-01, scale_factor=1, R 0.787 s 0.535
2023-01-14 07:07 R tpch arrow, native, memory_map=False, TPCH-01, scale_factor=10, R 1.405 s -0.838
2023-01-14 07:08 R tpch arrow, parquet, memory_map=False, TPCH-01, scale_factor=10, R 5.370 s 1.003
2023-01-14 07:09 R tpch arrow, native, memory_map=False, TPCH-02, scale_factor=0.01, R 0.320 s 0.403
2023-01-14 07:09 R tpch arrow, parquet, memory_map=False, TPCH-02, scale_factor=0.01, R 0.387 s 0.850
2023-01-14 07:09 R tpch arrow, native, memory_map=False, TPCH-02, scale_factor=0.1, R 0.329 s 0.390
2023-01-14 07:09 R tpch arrow, parquet, memory_map=False, TPCH-02, scale_factor=0.1, R 0.403 s 0.816
2023-01-14 07:09 R tpch arrow, native, memory_map=False, TPCH-02, scale_factor=1, R 0.402 s 0.632
2023-01-14 07:10 R tpch arrow, parquet, memory_map=False, TPCH-02, scale_factor=1, R 0.521 s 1.054
2023-01-14 07:10 R tpch arrow, native, memory_map=False, TPCH-02, scale_factor=10, R 0.923 s -1.031
2023-01-14 07:11 R tpch arrow, parquet, memory_map=False, TPCH-02, scale_factor=10, R 1.435 s -0.364
2023-01-14 07:11 R tpch arrow, native, memory_map=False, TPCH-03, scale_factor=0.01, R 0.264 s 0.306
2023-01-14 07:12 R tpch arrow, native, memory_map=False, TPCH-03, scale_factor=0.1, R 0.268 s 1.042
2023-01-14 07:12 R tpch arrow, parquet, memory_map=False, TPCH-03, scale_factor=0.1, R 0.369 s 0.358
2023-01-14 07:11 R tpch arrow, parquet, memory_map=False, TPCH-03, scale_factor=0.01, R 0.321 s 0.675
2023-01-14 07:12 R tpch arrow, native, memory_map=False, TPCH-03, scale_factor=1, R 0.368 s 0.551
2023-01-14 07:13 R tpch arrow, parquet, memory_map=False, TPCH-03, scale_factor=1, R 0.772 s 0.251
2023-01-14 07:17 R tpch arrow, native, memory_map=False, TPCH-03, scale_factor=10, R 1.290 s -0.202
2023-01-14 07:18 R tpch arrow, parquet, memory_map=False, TPCH-03, scale_factor=10, R 7.294 s 0.702
2023-01-14 07:18 R tpch arrow, native, memory_map=False, TPCH-04, scale_factor=0.01, R 0.236 s 0.088
2023-01-14 07:18 R tpch arrow, parquet, memory_map=False, TPCH-04, scale_factor=0.01, R 0.297 s 0.172
2023-01-14 07:18 R tpch arrow, native, memory_map=False, TPCH-04, scale_factor=0.1, R 0.244 s 0.301
2023-01-14 07:19 R tpch arrow, parquet, memory_map=False, TPCH-04, scale_factor=0.1, R 0.315 s 0.011
2023-01-14 07:19 R tpch arrow, native, memory_map=False, TPCH-04, scale_factor=1, R 0.343 s -0.255
2023-01-14 07:19 R tpch arrow, parquet, memory_map=False, TPCH-04, scale_factor=1, R 0.451 s 0.315
2023-01-14 07:24 R tpch arrow, native, memory_map=False, TPCH-04, scale_factor=10, R 1.271 s -0.592
2023-01-14 07:24 R tpch arrow, parquet, memory_map=False, TPCH-05, scale_factor=0.01, R 0.388 s -0.276
2023-01-14 07:24 R tpch arrow, native, memory_map=False, TPCH-05, scale_factor=0.01, R 0.307 s -0.951
2023-01-14 07:24 R tpch arrow, parquet, memory_map=False, TPCH-04, scale_factor=10, R 3.566 s -0.195
2023-01-14 07:25 R tpch arrow, native, memory_map=False, TPCH-05, scale_factor=1, R 0.385 s 0.303
2023-01-14 07:25 R tpch arrow, native, memory_map=False, TPCH-05, scale_factor=0.1, R 0.307 s 0.401
2023-01-14 07:25 R tpch arrow, parquet, memory_map=False, TPCH-05, scale_factor=0.1, R 0.431 s 0.109
2023-01-14 07:26 R tpch arrow, parquet, memory_map=False, TPCH-05, scale_factor=1, R 0.844 s 0.002
2023-01-14 07:31 R tpch arrow, native, memory_map=False, TPCH-06, scale_factor=0.01, R 0.199 s -0.867
2023-01-14 07:32 R tpch arrow, native, memory_map=False, TPCH-06, scale_factor=1, R 0.233 s -1.784
2023-01-14 07:36 R tpch arrow, parquet, memory_map=False, TPCH-07, scale_factor=0.01, R 0.412 s 0.264
2023-01-14 07:31 R tpch arrow, parquet, memory_map=False, TPCH-06, scale_factor=0.1, R 0.310 s -0.382
2023-01-14 07:35 R tpch arrow, native, memory_map=False, TPCH-06, scale_factor=10, R 0.508 s -0.241
2023-01-14 07:36 R tpch arrow, native, memory_map=False, TPCH-07, scale_factor=0.01, R 0.335 s 0.017
2023-01-14 07:31 R tpch arrow, native, memory_map=False, TPCH-06, scale_factor=0.1, R 0.199 s -0.945
2023-01-14 07:42 R tpch arrow, native, memory_map=False, TPCH-07, scale_factor=10, R 1.083 s -0.097
2023-01-14 07:30 R tpch arrow, native, memory_map=False, TPCH-05, scale_factor=10, R 0.896 s 0.542
2023-01-14 07:31 R tpch arrow, parquet, memory_map=False, TPCH-06, scale_factor=0.01, R 0.273 s -0.931
2023-01-14 07:30 R tpch arrow, parquet, memory_map=False, TPCH-05, scale_factor=10, R 8.071 s -0.974
2023-01-14 07:37 R tpch arrow, parquet, memory_map=False, TPCH-07, scale_factor=0.1, R 0.453 s 0.493
2023-01-14 07:32 R tpch arrow, parquet, memory_map=False, TPCH-06, scale_factor=1, R 0.722 s -1.179
2023-01-14 07:36 R tpch arrow, parquet, memory_map=False, TPCH-06, scale_factor=10, R 4.982 s -0.302
2023-01-14 07:37 R tpch arrow, native, memory_map=False, TPCH-07, scale_factor=1, R 0.421 s 0.239
2023-01-14 07:36 R tpch arrow, native, memory_map=False, TPCH-07, scale_factor=0.1, R 0.342 s -0.048
2023-01-14 07:37 R tpch arrow, parquet, memory_map=False, TPCH-07, scale_factor=1, R 0.874 s -0.114
2023-01-14 07:42 R tpch arrow, parquet, memory_map=False, TPCH-07, scale_factor=10, R 8.582 s -0.465
2023-01-14 07:44 R tpch arrow, native, memory_map=False, TPCH-08, scale_factor=1, R 0.429 s 0.275
2023-01-14 07:57 R tpch arrow, native, memory_map=False, TPCH-10, scale_factor=0.01, R 0.295 s 0.393
2023-01-14 07:57 R tpch arrow, native, memory_map=False, TPCH-10, scale_factor=0.1, R 0.302 s 0.398
2023-01-14 07:43 R tpch arrow, parquet, memory_map=False, TPCH-08, scale_factor=0.1, R 0.511 s 0.508
2023-01-14 07:43 R tpch arrow, parquet, memory_map=False, TPCH-08, scale_factor=0.01, R 0.466 s 0.564
2023-01-14 07:50 R tpch arrow, parquet, memory_map=False, TPCH-09, scale_factor=0.1, R 0.454 s 0.462
2023-01-14 07:58 R tpch arrow, parquet, memory_map=False, TPCH-10, scale_factor=1, R 0.860 s -0.227
2023-01-14 07:43 R tpch arrow, native, memory_map=False, TPCH-08, scale_factor=0.01, R 0.375 s 0.535
2023-01-14 07:49 R tpch arrow, parquet, memory_map=False, TPCH-08, scale_factor=10, R 10.050 s -0.790
2023-01-14 07:49 R tpch arrow, native, memory_map=False, TPCH-09, scale_factor=0.01, R 0.309 s 1.110
2023-01-14 07:49 R tpch arrow, parquet, memory_map=False, TPCH-09, scale_factor=0.01, R 0.395 s 0.393
2023-01-14 07:50 R tpch arrow, native, memory_map=False, TPCH-09, scale_factor=1, R 0.523 s 0.541
2023-01-14 07:43 R tpch arrow, native, memory_map=False, TPCH-08, scale_factor=0.1, R 0.386 s 0.310
2023-01-14 07:44 R tpch arrow, parquet, memory_map=False, TPCH-08, scale_factor=1, R 0.933 s -0.582
2023-01-14 07:50 R tpch arrow, native, memory_map=False, TPCH-09, scale_factor=0.1, R 0.344 s 0.615
2023-01-14 07:56 R tpch arrow, parquet, memory_map=False, TPCH-09, scale_factor=10, R 11.451 s -0.074
2023-01-14 07:57 R tpch arrow, parquet, memory_map=False, TPCH-10, scale_factor=0.1, R 0.421 s -0.002
2023-01-14 07:48 R tpch arrow, native, memory_map=False, TPCH-08, scale_factor=10, R 0.807 s 0.130
2023-01-14 07:51 R tpch arrow, parquet, memory_map=False, TPCH-09, scale_factor=1, R 1.001 s 0.177
2023-01-14 07:56 R tpch arrow, native, memory_map=False, TPCH-09, scale_factor=10, R 1.348 s 0.467
2023-01-14 07:57 R tpch arrow, parquet, memory_map=False, TPCH-10, scale_factor=0.01, R 0.370 s 0.019
2023-01-14 07:58 R tpch arrow, native, memory_map=False, TPCH-10, scale_factor=1, R 0.387 s 0.568
2023-01-14 08:03 R tpch arrow, parquet, memory_map=False, TPCH-10, scale_factor=10, R 9.066 s -0.681
2023-01-14 08:02 R tpch arrow, native, memory_map=False, TPCH-10, scale_factor=10, R 1.149 s 0.599
2023-01-14 08:03 R tpch arrow, native, memory_map=False, TPCH-11, scale_factor=0.01, R 0.252 s -0.084
2023-01-14 08:03 R tpch arrow, parquet, memory_map=False, TPCH-11, scale_factor=0.01, R 0.327 s 0.250
2023-01-14 08:04 R tpch arrow, parquet, memory_map=False, TPCH-11, scale_factor=1, R 1.006 s -0.827
2023-01-14 08:03 R tpch arrow, native, memory_map=False, TPCH-11, scale_factor=0.1, R 0.281 s -0.510
2023-01-14 08:04 R tpch arrow, native, memory_map=False, TPCH-11, scale_factor=1, R 0.396 s 0.274
2023-01-14 08:04 R tpch arrow, parquet, memory_map=False, TPCH-11, scale_factor=0.1, R 0.403 s 0.134
2023-01-14 08:05 R tpch arrow, native, memory_map=False, TPCH-11, scale_factor=10, R 1.083 s -0.262
2023-01-14 08:05 R tpch arrow, parquet, memory_map=False, TPCH-11, scale_factor=10, R 10.725 s -0.946
2023-01-14 08:06 R tpch arrow, parquet, memory_map=False, TPCH-12, scale_factor=0.01, R 0.325 s 0.224
2023-01-14 08:06 R tpch arrow, native, memory_map=False, TPCH-12, scale_factor=0.01, R 0.246 s 0.032
2023-01-14 08:06 R tpch arrow, native, memory_map=False, TPCH-12, scale_factor=0.1, R 0.372 s -0.167
2023-01-14 08:07 R tpch arrow, parquet, memory_map=False, TPCH-12, scale_factor=1, R 3.114 s -1.959
2023-01-14 08:06 R tpch arrow, parquet, memory_map=False, TPCH-12, scale_factor=0.1, R 0.494 s 0.149
2023-01-14 08:07 R tpch arrow, native, memory_map=False, TPCH-12, scale_factor=1, R 0.667 s -1.414
2023-01-14 08:11 R tpch arrow, native, memory_map=False, TPCH-12, scale_factor=10, R 3.733 s -2.921
2023-01-14 08:13 R tpch arrow, parquet, memory_map=False, TPCH-12, scale_factor=10, R 35.418 s -2.298
2023-01-14 08:14 R tpch arrow, parquet, memory_map=False, TPCH-13, scale_factor=0.01, R 0.306 s -0.567
2023-01-14 08:14 R tpch arrow, native, memory_map=False, TPCH-13, scale_factor=0.1, R 0.402 s -0.446
2023-01-14 08:14 R tpch arrow, parquet, memory_map=False, TPCH-13, scale_factor=0.1, R 0.553 s -1.106
2023-01-14 08:14 R tpch arrow, native, memory_map=False, TPCH-13, scale_factor=0.01, R 0.227 s -0.633
2023-01-14 08:14 R tpch arrow, native, memory_map=False, TPCH-13, scale_factor=1, R 0.821 s -1.232
2023-01-14 08:15 R tpch arrow, parquet, memory_map=False, TPCH-13, scale_factor=1, R 1.294 s -0.737
2023-01-14 08:16 R tpch arrow, native, memory_map=False, TPCH-13, scale_factor=10, R 4.770 s -1.398
2023-01-14 08:17 R tpch arrow, parquet, memory_map=False, TPCH-14, scale_factor=0.01, R 0.346 s -0.349
2023-01-14 08:17 R tpch arrow, parquet, memory_map=False, TPCH-13, scale_factor=10, R 15.570 s -1.281
2023-01-14 08:17 R tpch arrow, native, memory_map=False, TPCH-14, scale_factor=0.1, R 0.291 s -0.388
2023-01-14 08:17 R tpch arrow, native, memory_map=False, TPCH-14, scale_factor=0.01, R 0.260 s -0.595
2023-01-14 08:18 R tpch arrow, parquet, memory_map=False, TPCH-14, scale_factor=0.1, R 0.500 s -0.615
2023-01-14 08:18 R tpch arrow, native, memory_map=False, TPCH-14, scale_factor=1, R 0.565 s -0.364
2023-01-14 08:18 R tpch arrow, parquet, memory_map=False, TPCH-14, scale_factor=1, R 2.542 s -0.881
2023-01-14 08:22 R tpch arrow, native, memory_map=False, TPCH-14, scale_factor=10, R 2.396 s -1.325
2023-01-14 08:30 R tpch arrow, parquet, memory_map=False, TPCH-16, scale_factor=1, R 0.897 s -0.511
2023-01-14 08:24 R tpch arrow, native, memory_map=False, TPCH-15, scale_factor=0.01, R 0.250 s -0.293
2023-01-14 08:24 R tpch arrow, native, memory_map=False, TPCH-15, scale_factor=0.1, R 0.253 s -0.225
2023-01-14 08:25 R tpch arrow, parquet, memory_map=False, TPCH-15, scale_factor=1, R 0.820 s -0.613
2023-01-14 08:30 R tpch arrow, native, memory_map=False, TPCH-16, scale_factor=0.1, R 0.266 s 0.021
2023-01-14 08:30 R tpch arrow, native, memory_map=False, TPCH-16, scale_factor=1, R 0.390 s 0.215
2023-01-14 08:24 R tpch arrow, parquet, memory_map=False, TPCH-14, scale_factor=10, R 28.882 s -2.807
2023-01-14 08:25 R tpch arrow, native, memory_map=False, TPCH-15, scale_factor=1, R 0.302 s -0.356
2023-01-14 08:29 R tpch arrow, native, memory_map=False, TPCH-15, scale_factor=10, R 0.863 s 0.114
2023-01-14 08:32 R tpch arrow, native, memory_map=False, TPCH-17, scale_factor=0.01, R 0.261 s -0.416
2023-01-14 08:24 R tpch arrow, parquet, memory_map=False, TPCH-15, scale_factor=0.01, R 0.320 s -0.035
2023-01-14 08:24 R tpch arrow, parquet, memory_map=False, TPCH-15, scale_factor=0.1, R 0.363 s 0.229
2023-01-14 08:29 R tpch arrow, native, memory_map=False, TPCH-16, scale_factor=0.01, R 0.233 s 0.508
2023-01-14 08:29 R tpch arrow, parquet, memory_map=False, TPCH-15, scale_factor=10, R 6.048 s -1.498
2023-01-14 08:30 R tpch arrow, parquet, memory_map=False, TPCH-16, scale_factor=0.01, R 0.304 s 0.403
2023-01-14 08:30 R tpch arrow, parquet, memory_map=False, TPCH-16, scale_factor=0.1, R 0.380 s 0.050
2023-01-14 08:31 R tpch arrow, native, memory_map=False, TPCH-16, scale_factor=10, R 1.096 s 0.275
2023-01-14 08:32 R tpch arrow, native, memory_map=False, TPCH-17, scale_factor=0.1, R 0.272 s -0.927
2023-01-14 08:32 R tpch arrow, parquet, memory_map=False, TPCH-16, scale_factor=10, R 11.505 s -0.489
2023-01-14 08:32 R tpch arrow, parquet, memory_map=False, TPCH-17, scale_factor=0.01, R 0.348 s -0.562
2023-01-14 08:33 R tpch arrow, parquet, memory_map=False, TPCH-17, scale_factor=0.1, R 0.514 s -0.809
2023-01-14 08:33 R tpch arrow, native, memory_map=False, TPCH-17, scale_factor=1, R 0.323 s -0.444
2023-01-14 08:33 R tpch arrow, parquet, memory_map=False, TPCH-17, scale_factor=1, R 2.729 s -1.173
2023-01-14 08:37 R tpch arrow, native, memory_map=False, TPCH-17, scale_factor=10, R 0.915 s 0.167
2023-01-14 08:39 R tpch arrow, parquet, memory_map=False, TPCH-17, scale_factor=10, R 31.428 s -1.174
2023-01-14 08:39 R tpch arrow, native, memory_map=False, TPCH-18, scale_factor=0.01, R 0.236 s -0.426
2023-01-14 08:39 R tpch arrow, native, memory_map=False, TPCH-18, scale_factor=0.1, R 0.253 s 0.398
2023-01-14 08:39 R tpch arrow, parquet, memory_map=False, TPCH-18, scale_factor=0.01, R 0.311 s -0.045
2023-01-14 08:40 R tpch arrow, parquet, memory_map=False, TPCH-18, scale_factor=0.1, R 0.350 s -0.226
2023-01-14 08:40 R tpch arrow, parquet, memory_map=False, TPCH-18, scale_factor=1, R 0.745 s 0.769
2023-01-14 08:40 R tpch arrow, native, memory_map=False, TPCH-18, scale_factor=1, R 0.510 s 0.343
2023-01-14 08:45 R tpch arrow, native, memory_map=False, TPCH-18, scale_factor=10, R 4.632 s 0.478
2023-01-14 08:46 R tpch arrow, parquet, memory_map=False, TPCH-18, scale_factor=10, R 13.337 s -3.421
2023-01-14 08:46 R tpch arrow, native, memory_map=False, TPCH-19, scale_factor=0.01, R 0.317 s -0.462
2023-01-14 08:46 R tpch arrow, parquet, memory_map=False, TPCH-19, scale_factor=0.01, R 0.406 s -0.460
2023-01-14 08:47 R tpch arrow, native, memory_map=False, TPCH-19, scale_factor=1, R 1.164 s 0.285
2023-01-14 08:47 R tpch arrow, parquet, memory_map=False, TPCH-19, scale_factor=0.1, R 0.600 s 0.037
2023-01-14 08:46 R tpch arrow, native, memory_map=False, TPCH-19, scale_factor=0.1, R 0.509 s -0.530
2023-01-14 08:47 R tpch arrow, parquet, memory_map=False, TPCH-19, scale_factor=1, R 3.059 s -0.285
2023-01-14 09:10 R tpch arrow, native, memory_map=False, TPCH-21, scale_factor=10, R 40.426 s 0.244
2023-01-14 09:02 R tpch arrow, parquet, memory_map=False, TPCH-21, scale_factor=0.1, R 0.956 s 0.284
2023-01-14 09:03 R tpch arrow, parquet, memory_map=False, TPCH-21, scale_factor=1, R 5.001 s -0.070
2023-01-14 09:03 R tpch arrow, native, memory_map=False, TPCH-21, scale_factor=1, R 3.568 s 0.642
2023-01-14 09:01 R tpch arrow, native, memory_map=False, TPCH-21, scale_factor=0.01, R 0.449 s 0.055
2023-01-14 08:59 R tpch arrow, native, memory_map=False, TPCH-20, scale_factor=10, R 0.907 s 0.351
2023-01-14 09:01 R tpch arrow, parquet, memory_map=False, TPCH-21, scale_factor=0.01, R 0.536 s 0.157
2023-01-14 08:53 R tpch arrow, native, memory_map=False, TPCH-20, scale_factor=0.01, R 0.303 s 0.096
2023-01-14 08:52 R tpch arrow, native, memory_map=False, TPCH-19, scale_factor=10, R 8.787 s -0.117
2023-01-14 08:53 R tpch arrow, parquet, memory_map=False, TPCH-19, scale_factor=10, R 31.068 s -2.287
2023-01-14 08:54 R tpch arrow, parquet, memory_map=False, TPCH-20, scale_factor=0.01, R 0.403 s -0.253
2023-01-14 08:54 R tpch arrow, native, memory_map=False, TPCH-20, scale_factor=0.1, R 0.304 s 0.314
2023-01-14 08:54 R tpch arrow, parquet, memory_map=False, TPCH-20, scale_factor=0.1, R 0.530 s -0.214
2023-01-14 08:55 R tpch arrow, native, memory_map=False, TPCH-20, scale_factor=1, R 0.360 s -0.730
2023-01-14 08:55 R tpch arrow, parquet, memory_map=False, TPCH-20, scale_factor=1, R 3.350 s -0.009
2023-01-14 09:01 R tpch arrow, parquet, memory_map=False, TPCH-20, scale_factor=10, R 36.695 s -0.862
2023-01-14 09:02 R tpch arrow, native, memory_map=False, TPCH-21, scale_factor=0.1, R 0.828 s 0.402
2023-01-14 09:14 R tpch arrow, parquet, memory_map=False, TPCH-22, scale_factor=1, R 0.718 s 0.052
2023-01-14 09:13 R tpch arrow, parquet, memory_map=False, TPCH-21, scale_factor=10, R 54.842 s 0.426
2023-01-14 09:13 R tpch arrow, native, memory_map=False, TPCH-22, scale_factor=0.01, R 0.228 s 1.378
2023-01-14 09:13 R tpch arrow, parquet, memory_map=False, TPCH-22, scale_factor=0.01, R 0.306 s 0.273
2023-01-14 09:14 R tpch arrow, parquet, memory_map=False, TPCH-22, scale_factor=0.1, R 0.348 s 0.018
2023-01-14 09:14 R tpch arrow, native, memory_map=False, TPCH-22, scale_factor=1, R 0.264 s 1.113
2023-01-14 09:16 R tpch arrow, parquet, memory_map=False, TPCH-22, scale_factor=10, R 11.095 s -0.648
2023-01-14 09:13 R tpch arrow, native, memory_map=False, TPCH-22, scale_factor=0.1, R 0.240 s 0.319
2023-01-14 09:15 R tpch arrow, native, memory_map=False, TPCH-22, scale_factor=10, R 0.395 s 0.422