Benchmarks
Date Lang Batch Benchmark Mean Z-Score Error
2023-01-17 05:07 R tpch arrow, native, memory_map=False, TPCH-01, scale_factor=0.01, R 0.223 s 0.946
2023-01-17 05:07 R tpch arrow, parquet, memory_map=False, TPCH-01, scale_factor=0.01, R 0.290 s 0.792
2023-01-17 05:08 R tpch arrow, native, memory_map=False, TPCH-01, scale_factor=0.1, R 0.229 s 1.133
2023-01-17 05:08 R tpch arrow, parquet, memory_map=False, TPCH-01, scale_factor=0.1, R 0.351 s 0.821
2023-01-17 05:09 R tpch arrow, parquet, memory_map=False, TPCH-01, scale_factor=1, R 0.793 s 0.510
2023-01-17 05:09 R tpch arrow, native, memory_map=False, TPCH-01, scale_factor=1, R 0.330 s 1.238
2023-01-17 05:18 R tpch arrow, native, memory_map=False, TPCH-01, scale_factor=10, R 1.382 s 0.395
2023-01-17 05:19 R tpch arrow, parquet, memory_map=False, TPCH-01, scale_factor=10, R 5.378 s 1.070
2023-01-17 05:20 R tpch arrow, native, memory_map=False, TPCH-02, scale_factor=0.01, R 0.320 s 0.450
2023-01-17 05:20 R tpch arrow, parquet, memory_map=False, TPCH-02, scale_factor=0.1, R 0.410 s 0.355
2023-01-17 05:20 R tpch arrow, parquet, memory_map=False, TPCH-02, scale_factor=0.01, R 0.394 s 0.371
2023-01-17 05:20 R tpch arrow, native, memory_map=False, TPCH-02, scale_factor=0.1, R 0.328 s 0.580
2023-01-17 05:20 R tpch arrow, native, memory_map=False, TPCH-02, scale_factor=1, R 0.406 s 0.280
2023-01-17 05:21 R tpch arrow, parquet, memory_map=False, TPCH-02, scale_factor=1, R 0.529 s 0.673
2023-01-17 05:22 R tpch arrow, parquet, memory_map=False, TPCH-02, scale_factor=10, R 1.422 s 0.325
2023-01-17 05:22 R tpch arrow, native, memory_map=False, TPCH-02, scale_factor=10, R 0.927 s -0.593
2023-01-17 05:22 R tpch arrow, native, memory_map=False, TPCH-03, scale_factor=0.01, R 0.261 s 0.870
2023-01-17 05:23 R tpch arrow, native, memory_map=False, TPCH-03, scale_factor=0.1, R 0.271 s 0.569
2023-01-17 05:22 R tpch arrow, parquet, memory_map=False, TPCH-03, scale_factor=0.01, R 0.326 s 0.404
2023-01-17 05:23 R tpch arrow, parquet, memory_map=False, TPCH-03, scale_factor=0.1, R 0.365 s 0.713
2023-01-17 05:23 R tpch arrow, native, memory_map=False, TPCH-03, scale_factor=1, R 0.368 s 0.680
2023-01-17 05:24 R tpch arrow, parquet, memory_map=False, TPCH-03, scale_factor=1, R 0.768 s 0.618
2023-01-17 05:28 R tpch arrow, native, memory_map=False, TPCH-03, scale_factor=10, R 1.266 s 0.950
2023-01-17 05:29 R tpch arrow, parquet, memory_map=False, TPCH-03, scale_factor=10, R 7.311 s 0.771
2023-01-17 05:29 R tpch arrow, native, memory_map=False, TPCH-04, scale_factor=0.01, R 0.233 s 0.591
2023-01-17 05:29 R tpch arrow, parquet, memory_map=False, TPCH-04, scale_factor=0.01, R 0.303 s -0.232
2023-01-17 05:30 R tpch arrow, native, memory_map=False, TPCH-04, scale_factor=1, R 0.341 s 0.171
2023-01-17 05:30 R tpch arrow, parquet, memory_map=False, TPCH-04, scale_factor=0.1, R 0.314 s 0.156
2023-01-17 05:30 R tpch arrow, native, memory_map=False, TPCH-04, scale_factor=0.1, R 0.245 s 0.115
2023-01-17 05:30 R tpch arrow, parquet, memory_map=False, TPCH-04, scale_factor=1, R 0.453 s 0.239
2023-01-17 05:35 R tpch arrow, native, memory_map=False, TPCH-04, scale_factor=10, R 1.248 s 0.775
2023-01-17 05:36 R tpch arrow, parquet, memory_map=False, TPCH-05, scale_factor=0.1, R 0.438 s -0.235
2023-01-17 05:36 R tpch arrow, native, memory_map=False, TPCH-05, scale_factor=0.1, R 0.310 s 0.082
2023-01-17 05:42 R tpch arrow, parquet, memory_map=False, TPCH-05, scale_factor=10, R 8.065 s -0.262
2023-01-17 05:42 R tpch arrow, parquet, memory_map=False, TPCH-06, scale_factor=0.1, R 0.310 s -0.249
2023-01-17 05:42 R tpch arrow, parquet, memory_map=False, TPCH-06, scale_factor=0.01, R 0.266 s -0.071
2023-01-17 05:47 R tpch arrow, parquet, memory_map=False, TPCH-06, scale_factor=10, R 4.989 s 0.090
2023-01-17 05:48 R tpch arrow, parquet, memory_map=False, TPCH-07, scale_factor=1, R 0.876 s 0.037
2023-01-17 05:36 R tpch arrow, native, memory_map=False, TPCH-05, scale_factor=1, R 0.391 s -0.245
2023-01-17 05:37 R tpch arrow, parquet, memory_map=False, TPCH-05, scale_factor=1, R 0.853 s -0.037
2023-01-17 05:43 R tpch arrow, native, memory_map=False, TPCH-06, scale_factor=1, R 0.224 s 0.162
2023-01-17 05:54 R tpch arrow, parquet, memory_map=False, TPCH-08, scale_factor=0.1, R 0.526 s -0.276
2023-01-17 05:35 R tpch arrow, parquet, memory_map=False, TPCH-04, scale_factor=10, R 3.572 s 0.009
2023-01-17 05:48 R tpch arrow, parquet, memory_map=False, TPCH-07, scale_factor=0.1, R 0.475 s -1.038
2023-01-17 05:35 R tpch arrow, native, memory_map=False, TPCH-05, scale_factor=0.01, R 0.301 s 0.044
2023-01-17 05:46 R tpch arrow, native, memory_map=False, TPCH-06, scale_factor=10, R 0.504 s 0.445
2023-01-17 05:35 R tpch arrow, parquet, memory_map=False, TPCH-05, scale_factor=0.01, R 0.384 s 0.075
2023-01-17 05:41 R tpch arrow, native, memory_map=False, TPCH-05, scale_factor=10, R 0.900 s 0.311
2023-01-17 05:42 R tpch arrow, native, memory_map=False, TPCH-06, scale_factor=0.01, R 0.195 s 0.116
2023-01-17 05:55 R tpch arrow, parquet, memory_map=False, TPCH-08, scale_factor=1, R 0.939 s -0.442
2023-01-17 05:42 R tpch arrow, native, memory_map=False, TPCH-06, scale_factor=0.1, R 0.195 s 0.088
2023-01-17 05:47 R tpch arrow, parquet, memory_map=False, TPCH-07, scale_factor=0.01, R 0.414 s 0.097
2023-01-17 05:43 R tpch arrow, parquet, memory_map=False, TPCH-06, scale_factor=1, R 0.703 s 0.038
2023-01-17 05:47 R tpch arrow, native, memory_map=False, TPCH-07, scale_factor=0.01, R 0.331 s 0.464
2023-01-17 05:48 R tpch arrow, native, memory_map=False, TPCH-07, scale_factor=1, R 0.423 s -0.045
2023-01-17 06:02 R tpch arrow, native, memory_map=False, TPCH-09, scale_factor=1, R 0.522 s 0.583
2023-01-17 05:48 R tpch arrow, native, memory_map=False, TPCH-07, scale_factor=0.1, R 0.342 s -0.014
2023-01-17 05:54 R tpch arrow, native, memory_map=False, TPCH-08, scale_factor=0.1, R 0.385 s 0.384
2023-01-17 05:53 R tpch arrow, parquet, memory_map=False, TPCH-07, scale_factor=10, R 8.606 s -0.595
2023-01-17 05:54 R tpch arrow, native, memory_map=False, TPCH-08, scale_factor=0.01, R 0.381 s -0.004
2023-01-17 05:54 R tpch arrow, parquet, memory_map=False, TPCH-08, scale_factor=0.01, R 0.475 s 0.010
2023-01-17 05:55 R tpch arrow, native, memory_map=False, TPCH-08, scale_factor=1, R 0.433 s -0.079
2023-01-17 05:53 R tpch arrow, native, memory_map=False, TPCH-07, scale_factor=10, R 1.077 s 0.473
2023-01-17 06:07 R tpch arrow, native, memory_map=False, TPCH-09, scale_factor=10, R 1.358 s 0.170
2023-01-17 06:01 R tpch arrow, native, memory_map=False, TPCH-09, scale_factor=0.1, R 0.344 s 0.495
2023-01-17 06:02 R tpch arrow, parquet, memory_map=False, TPCH-09, scale_factor=1, R 1.004 s 0.170
2023-01-17 06:08 R tpch arrow, native, memory_map=False, TPCH-10, scale_factor=0.01, R 0.298 s -0.040
2023-01-17 06:08 R tpch arrow, native, memory_map=False, TPCH-10, scale_factor=0.1, R 0.305 s 0.061
2023-01-17 06:13 R tpch arrow, native, memory_map=False, TPCH-10, scale_factor=10, R 1.154 s 0.208
2023-01-17 06:00 R tpch arrow, parquet, memory_map=False, TPCH-08, scale_factor=10, R 10.067 s -0.667
2023-01-17 06:08 R tpch arrow, parquet, memory_map=False, TPCH-10, scale_factor=0.1, R 0.426 s -0.287
2023-01-17 06:17 R tpch arrow, parquet, memory_map=False, TPCH-11, scale_factor=10, R 10.752 s -0.423
2023-01-17 06:17 R tpch arrow, parquet, memory_map=False, TPCH-12, scale_factor=0.01, R 0.333 s -0.386
2023-01-17 06:17 R tpch arrow, parquet, memory_map=False, TPCH-12, scale_factor=0.1, R 0.507 s -0.535
2023-01-17 06:00 R tpch arrow, native, memory_map=False, TPCH-08, scale_factor=10, R 0.802 s 0.562
2023-01-17 06:01 R tpch arrow, parquet, memory_map=False, TPCH-09, scale_factor=0.01, R 0.401 s -0.013
2023-01-17 06:01 R tpch arrow, parquet, memory_map=False, TPCH-09, scale_factor=0.1, R 0.459 s 0.161
2023-01-17 06:07 R tpch arrow, parquet, memory_map=False, TPCH-09, scale_factor=10, R 11.484 s -0.245
2023-01-17 06:00 R tpch arrow, native, memory_map=False, TPCH-09, scale_factor=0.01, R 0.319 s -0.171
2023-01-17 06:09 R tpch arrow, native, memory_map=False, TPCH-10, scale_factor=1, R 0.392 s -0.038
2023-01-17 06:29 R tpch arrow, parquet, memory_map=False, TPCH-14, scale_factor=0.1, R 0.497 s -0.245
2023-01-17 06:15 R tpch arrow, native, memory_map=False, TPCH-11, scale_factor=0.1, R 0.279 s -0.121
2023-01-17 06:16 R tpch arrow, native, memory_map=False, TPCH-11, scale_factor=10, R 1.084 s -0.112
2023-01-17 06:08 R tpch arrow, parquet, memory_map=False, TPCH-10, scale_factor=0.01, R 0.371 s -0.029
2023-01-17 06:09 R tpch arrow, parquet, memory_map=False, TPCH-10, scale_factor=1, R 0.872 s -0.375
2023-01-17 06:17 R tpch arrow, native, memory_map=False, TPCH-12, scale_factor=0.01, R 0.248 s -0.313
2023-01-17 06:17 R tpch arrow, native, memory_map=False, TPCH-12, scale_factor=0.1, R 0.373 s -0.139
2023-01-17 06:18 R tpch arrow, native, memory_map=False, TPCH-12, scale_factor=1, R 0.674 s -1.157
2023-01-17 06:14 R tpch arrow, parquet, memory_map=False, TPCH-10, scale_factor=10, R 9.079 s -0.239
2023-01-17 06:14 R tpch arrow, native, memory_map=False, TPCH-11, scale_factor=0.01, R 0.253 s -0.361
2023-01-17 06:15 R tpch arrow, native, memory_map=False, TPCH-11, scale_factor=1, R 0.400 s -0.229
2023-01-17 06:15 R tpch arrow, parquet, memory_map=False, TPCH-11, scale_factor=0.1, R 0.409 s -0.165
2023-01-17 06:15 R tpch arrow, parquet, memory_map=False, TPCH-11, scale_factor=1, R 0.979 s -0.245
2023-01-17 06:14 R tpch arrow, parquet, memory_map=False, TPCH-11, scale_factor=0.01, R 0.339 s -0.669
2023-01-17 06:18 R tpch arrow, parquet, memory_map=False, TPCH-12, scale_factor=1, R 3.118 s -1.167
2023-01-17 06:28 R tpch arrow, parquet, memory_map=False, TPCH-14, scale_factor=0.01, R 0.347 s -0.302
2023-01-17 06:25 R tpch arrow, native, memory_map=False, TPCH-13, scale_factor=0.1, R 0.398 s 0.171
2023-01-17 06:23 R tpch arrow, native, memory_map=False, TPCH-12, scale_factor=10, R 3.729 s -1.152
2023-01-17 06:28 R tpch arrow, parquet, memory_map=False, TPCH-13, scale_factor=10, R 15.602 s -0.753
2023-01-17 06:33 R tpch arrow, native, memory_map=False, TPCH-14, scale_factor=10, R 2.345 s 0.224
2023-01-17 06:25 R tpch arrow, parquet, memory_map=False, TPCH-12, scale_factor=10, R 35.366 s -0.659
2023-01-17 06:25 R tpch arrow, parquet, memory_map=False, TPCH-13, scale_factor=0.1, R 0.548 s -0.376
2023-01-17 06:26 R tpch arrow, parquet, memory_map=False, TPCH-13, scale_factor=1, R 1.304 s -0.475
2023-01-17 06:27 R tpch arrow, native, memory_map=False, TPCH-13, scale_factor=10, R 4.739 s -0.356
2023-01-17 06:25 R tpch arrow, native, memory_map=False, TPCH-13, scale_factor=0.01, R 0.220 s 0.593
2023-01-17 06:26 R tpch arrow, native, memory_map=False, TPCH-13, scale_factor=1, R 0.817 s -0.363
2023-01-17 06:36 R tpch arrow, native, memory_map=False, TPCH-15, scale_factor=0.1, R 0.253 s -0.156
2023-01-17 06:25 R tpch arrow, parquet, memory_map=False, TPCH-13, scale_factor=0.01, R 0.311 s -0.755
2023-01-17 06:29 R tpch arrow, native, memory_map=False, TPCH-14, scale_factor=0.1, R 0.291 s -0.139
2023-01-17 06:36 R tpch arrow, native, memory_map=False, TPCH-15, scale_factor=1, R 0.300 s 0.107
2023-01-17 06:28 R tpch arrow, native, memory_map=False, TPCH-14, scale_factor=0.01, R 0.259 s -0.115
2023-01-17 06:29 R tpch arrow, native, memory_map=False, TPCH-14, scale_factor=1, R 0.562 s 0.061
2023-01-17 06:30 R tpch arrow, parquet, memory_map=False, TPCH-14, scale_factor=1, R 2.535 s -0.084
2023-01-17 06:35 R tpch arrow, parquet, memory_map=False, TPCH-15, scale_factor=0.01, R 0.327 s -0.487
2023-01-17 06:35 R tpch arrow, parquet, memory_map=False, TPCH-14, scale_factor=10, R 28.903 s -1.480
2023-01-17 06:35 R tpch arrow, native, memory_map=False, TPCH-15, scale_factor=0.01, R 0.252 s -0.419
2023-01-17 06:36 R tpch arrow, parquet, memory_map=False, TPCH-15, scale_factor=1, R 0.798 s 0.359
2023-01-17 06:36 R tpch arrow, parquet, memory_map=False, TPCH-15, scale_factor=0.1, R 0.376 s -0.728
2023-01-17 06:40 R tpch arrow, parquet, memory_map=False, TPCH-15, scale_factor=10, R 6.040 s -0.180
2023-01-17 06:40 R tpch arrow, native, memory_map=False, TPCH-15, scale_factor=10, R 0.867 s 0.035
2023-01-17 06:41 R tpch arrow, native, memory_map=False, TPCH-16, scale_factor=0.1, R 0.264 s 0.234
2023-01-17 06:41 R tpch arrow, parquet, memory_map=False, TPCH-16, scale_factor=0.1, R 0.378 s 0.275
2023-01-17 06:41 R tpch arrow, native, memory_map=False, TPCH-16, scale_factor=0.01, R 0.234 s 0.432
2023-01-17 06:41 R tpch arrow, parquet, memory_map=False, TPCH-16, scale_factor=0.01, R 0.312 s -0.237
2023-01-17 06:42 R tpch arrow, parquet, memory_map=False, TPCH-16, scale_factor=1, R 0.877 s 0.217
2023-01-17 06:41 R tpch arrow, native, memory_map=False, TPCH-16, scale_factor=1, R 0.387 s 0.697
2023-01-17 06:42 R tpch arrow, native, memory_map=False, TPCH-16, scale_factor=10, R 1.094 s 0.456
2023-01-17 06:43 R tpch arrow, parquet, memory_map=False, TPCH-16, scale_factor=10, R 11.509 s -0.090
2023-01-17 06:43 R tpch arrow, native, memory_map=False, TPCH-17, scale_factor=0.01, R 0.256 s 0.481
2023-01-17 06:44 R tpch arrow, parquet, memory_map=False, TPCH-17, scale_factor=0.01, R 0.346 s -0.225
2023-01-17 06:44 R tpch arrow, parquet, memory_map=False, TPCH-17, scale_factor=0.1, R 0.485 s 0.472
2023-01-17 06:44 R tpch arrow, native, memory_map=False, TPCH-17, scale_factor=0.1, R 0.266 s 0.217
2023-01-17 06:44 R tpch arrow, native, memory_map=False, TPCH-17, scale_factor=1, R 0.322 s -0.249
2023-01-17 06:45 R tpch arrow, parquet, memory_map=False, TPCH-17, scale_factor=1, R 2.707 s 0.206
2023-01-17 06:48 R tpch arrow, native, memory_map=False, TPCH-17, scale_factor=10, R 0.915 s 0.477
2023-01-17 06:51 R tpch arrow, parquet, memory_map=False, TPCH-18, scale_factor=0.01, R 0.312 s -0.118
2023-01-17 06:51 R tpch arrow, native, memory_map=False, TPCH-18, scale_factor=0.1, R 0.253 s 0.443
2023-01-17 06:50 R tpch arrow, parquet, memory_map=False, TPCH-17, scale_factor=10, R 31.389 s -0.247
2023-01-17 06:50 R tpch arrow, native, memory_map=False, TPCH-18, scale_factor=0.01, R 0.230 s 0.856
2023-01-17 06:51 R tpch arrow, parquet, memory_map=False, TPCH-18, scale_factor=0.1, R 0.349 s 0.054
2023-01-17 06:52 R tpch arrow, native, memory_map=False, TPCH-18, scale_factor=1, R 0.514 s 0.272
2023-01-17 06:52 R tpch arrow, parquet, memory_map=False, TPCH-18, scale_factor=1, R 0.772 s -0.192
2023-01-17 06:56 R tpch arrow, native, memory_map=False, TPCH-18, scale_factor=10, R 4.741 s -0.589
2023-01-17 06:57 R tpch arrow, parquet, memory_map=False, TPCH-18, scale_factor=10, R 13.302 s -1.246
2023-01-17 06:58 R tpch arrow, parquet, memory_map=False, TPCH-19, scale_factor=0.1, R 0.599 s 0.232
2023-01-17 06:57 R tpch arrow, native, memory_map=False, TPCH-19, scale_factor=0.01, R 0.316 s -0.172
2023-01-17 06:58 R tpch arrow, parquet, memory_map=False, TPCH-19, scale_factor=0.01, R 0.404 s -0.354
2023-01-17 06:58 R tpch arrow, native, memory_map=False, TPCH-19, scale_factor=0.1, R 0.504 s 0.169
2023-01-17 06:58 R tpch arrow, native, memory_map=False, TPCH-19, scale_factor=1, R 1.157 s 0.665
2023-01-17 06:59 R tpch arrow, parquet, memory_map=False, TPCH-19, scale_factor=1, R 3.057 s 0.051
2023-01-17 07:03 R tpch arrow, native, memory_map=False, TPCH-19, scale_factor=10, R 8.784 s 0.112
2023-01-17 07:05 R tpch arrow, parquet, memory_map=False, TPCH-19, scale_factor=10, R 31.137 s -1.622
2023-01-17 07:05 R tpch arrow, native, memory_map=False, TPCH-20, scale_factor=0.01, R 0.305 s -0.175
2023-01-17 07:05 R tpch arrow, parquet, memory_map=False, TPCH-20, scale_factor=0.01, R 0.406 s -0.403
2023-01-17 07:06 R tpch arrow, native, memory_map=False, TPCH-20, scale_factor=1, R 0.356 s -0.121
2023-01-17 07:05 R tpch arrow, native, memory_map=False, TPCH-20, scale_factor=0.1, R 0.309 s -0.312
2023-01-17 07:05 R tpch arrow, parquet, memory_map=False, TPCH-20, scale_factor=0.1, R 0.532 s -0.162
2023-01-17 07:06 R tpch arrow, parquet, memory_map=False, TPCH-20, scale_factor=1, R 3.349 s 0.169
2023-01-17 07:13 R tpch arrow, native, memory_map=False, TPCH-21, scale_factor=0.01, R 0.462 s -1.131
2023-01-17 07:13 R tpch arrow, parquet, memory_map=False, TPCH-21, scale_factor=0.1, R 0.977 s -0.449
2023-01-17 07:21 R tpch arrow, native, memory_map=False, TPCH-21, scale_factor=10, R 41.481 s -0.933
2023-01-17 07:13 R tpch arrow, native, memory_map=False, TPCH-21, scale_factor=0.1, R 0.859 s -1.000
2023-01-17 07:10 R tpch arrow, native, memory_map=False, TPCH-20, scale_factor=10, R 0.917 s -0.531
2023-01-17 07:25 R tpch arrow, parquet, memory_map=False, TPCH-22, scale_factor=0.1, R 0.358 s -0.626
2023-01-17 07:13 R tpch arrow, parquet, memory_map=False, TPCH-20, scale_factor=10, R 36.681 s -0.401
2023-01-17 07:15 R tpch arrow, parquet, memory_map=False, TPCH-21, scale_factor=1, R 5.065 s -0.749
2023-01-17 07:13 R tpch arrow, parquet, memory_map=False, TPCH-21, scale_factor=0.01, R 0.554 s -0.996
2023-01-17 07:14 R tpch arrow, native, memory_map=False, TPCH-21, scale_factor=1, R 3.725 s -0.605
2023-01-17 07:25 R tpch arrow, native, memory_map=False, TPCH-22, scale_factor=0.1, R 0.245 s -0.472
2023-01-17 07:25 R tpch arrow, parquet, memory_map=False, TPCH-22, scale_factor=0.01, R 0.321 s -0.932
2023-01-17 07:26 R tpch arrow, parquet, memory_map=False, TPCH-22, scale_factor=1, R 0.744 s -0.420
2023-01-17 07:24 R tpch arrow, parquet, memory_map=False, TPCH-21, scale_factor=10, R 56.550 s -1.699
2023-01-17 07:25 R tpch arrow, native, memory_map=False, TPCH-22, scale_factor=0.01, R 0.240 s -0.690
2023-01-17 07:25 R tpch arrow, native, memory_map=False, TPCH-22, scale_factor=1, R 0.274 s -0.342
2023-01-17 07:27 R tpch arrow, native, memory_map=False, TPCH-22, scale_factor=10, R 0.397 s 0.252
2023-01-17 07:27 R tpch arrow, parquet, memory_map=False, TPCH-22, scale_factor=10, R 11.123 s -0.700