Benchmarks
Date Lang Batch Benchmark Mean Z-Score Error
2023-01-19 00:54 R tpch arrow, parquet, memory_map=False, TPCH-01, scale_factor=0.01, R 0.333 s
2023-01-19 00:55 R tpch arrow, native, memory_map=False, TPCH-01, scale_factor=1, R 0.351 s
2023-01-19 00:53 R tpch arrow, native, memory_map=False, TPCH-01, scale_factor=0.01, R 0.235 s
2023-01-19 00:54 R tpch arrow, parquet, memory_map=False, TPCH-01, scale_factor=0.1, R 0.378 s
2023-01-19 00:56 R tpch arrow, parquet, memory_map=False, TPCH-01, scale_factor=1, R 0.838 s
2023-01-19 00:54 R tpch arrow, native, memory_map=False, TPCH-01, scale_factor=0.1, R 0.246 s
2023-01-19 01:04 R tpch arrow, native, memory_map=False, TPCH-01, scale_factor=10, R 1.396 s
2023-01-19 01:07 R tpch arrow, parquet, memory_map=False, TPCH-02, scale_factor=0.1, R 0.435 s
2023-01-19 01:06 R tpch arrow, parquet, memory_map=False, TPCH-02, scale_factor=0.01, R 0.409 s
2023-01-19 01:07 R tpch arrow, native, memory_map=False, TPCH-02, scale_factor=1, R 0.420 s
2023-01-19 01:09 R tpch arrow, parquet, memory_map=False, TPCH-02, scale_factor=10, R 1.607 s
2023-01-19 01:09 R tpch arrow, native, memory_map=False, TPCH-03, scale_factor=0.01, R 0.275 s
2023-01-19 01:10 R tpch arrow, native, memory_map=False, TPCH-03, scale_factor=1, R 0.382 s
2023-01-19 01:06 R tpch arrow, parquet, memory_map=False, TPCH-01, scale_factor=10, R 5.847 s
2023-01-19 01:08 R tpch arrow, native, memory_map=False, TPCH-02, scale_factor=10, R 0.938 s
2023-01-19 01:10 R tpch arrow, parquet, memory_map=False, TPCH-03, scale_factor=0.1, R 0.390 s
2023-01-19 01:07 R tpch arrow, parquet, memory_map=False, TPCH-02, scale_factor=1, R 0.550 s
2023-01-19 01:09 R tpch arrow, native, memory_map=False, TPCH-03, scale_factor=0.1, R 0.281 s
2023-01-19 01:06 R tpch arrow, native, memory_map=False, TPCH-02, scale_factor=0.01, R 0.331 s
2023-01-19 01:07 R tpch arrow, native, memory_map=False, TPCH-02, scale_factor=0.1, R 0.345 s
2023-01-19 01:09 R tpch arrow, parquet, memory_map=False, TPCH-03, scale_factor=0.01, R 0.340 s
2023-01-19 01:10 R tpch arrow, parquet, memory_map=False, TPCH-03, scale_factor=1, R 0.885 s
2023-01-19 01:15 R tpch arrow, native, memory_map=False, TPCH-03, scale_factor=10, R 1.289 s
2023-01-19 01:16 R tpch arrow, native, memory_map=False, TPCH-04, scale_factor=0.01, R 0.242 s
2023-01-19 01:16 R tpch arrow, parquet, memory_map=False, TPCH-03, scale_factor=10, R 7.660 s
2023-01-19 01:16 R tpch arrow, native, memory_map=False, TPCH-04, scale_factor=0.1, R 0.250 s
2023-01-19 01:16 R tpch arrow, parquet, memory_map=False, TPCH-04, scale_factor=0.01, R 0.309 s
2023-01-19 01:17 R tpch arrow, parquet, memory_map=False, TPCH-04, scale_factor=0.1, R 0.335 s
2023-01-19 01:17 R tpch arrow, native, memory_map=False, TPCH-04, scale_factor=1, R 0.347 s
2023-01-19 01:17 R tpch arrow, parquet, memory_map=False, TPCH-04, scale_factor=1, R 0.507 s
2023-01-19 01:22 R tpch arrow, native, memory_map=False, TPCH-04, scale_factor=10, R 1.291 s
2023-01-19 01:22 R tpch arrow, parquet, memory_map=False, TPCH-05, scale_factor=0.01, R 0.415 s
2023-01-19 01:22 R tpch arrow, parquet, memory_map=False, TPCH-04, scale_factor=10, R 3.612 s
2023-01-19 01:22 R tpch arrow, native, memory_map=False, TPCH-05, scale_factor=0.01, R 0.323 s
2023-01-19 01:23 R tpch arrow, native, memory_map=False, TPCH-05, scale_factor=0.1, R 0.330 s
2023-01-19 01:23 R tpch arrow, native, memory_map=False, TPCH-05, scale_factor=1, R 0.408 s
2023-01-19 01:23 R tpch arrow, parquet, memory_map=False, TPCH-05, scale_factor=0.1, R 0.472 s
2023-01-19 01:24 R tpch arrow, parquet, memory_map=False, TPCH-05, scale_factor=1, R 1.142 s
2023-01-19 01:28 R tpch arrow, native, memory_map=False, TPCH-05, scale_factor=10, R 0.933 s
2023-01-19 01:29 R tpch arrow, parquet, memory_map=False, TPCH-05, scale_factor=10, R 8.509 s
2023-01-19 01:29 R tpch arrow, native, memory_map=False, TPCH-06, scale_factor=0.1, R 0.210 s
2023-01-19 01:30 R tpch arrow, parquet, memory_map=False, TPCH-06, scale_factor=0.1, R 0.347 s
2023-01-19 01:29 R tpch arrow, native, memory_map=False, TPCH-06, scale_factor=0.01, R 0.208 s
2023-01-19 01:29 R tpch arrow, parquet, memory_map=False, TPCH-06, scale_factor=0.01, R 0.293 s
2023-01-19 01:30 R tpch arrow, parquet, memory_map=False, TPCH-06, scale_factor=1, R 0.872 s
2023-01-19 01:30 R tpch arrow, native, memory_map=False, TPCH-06, scale_factor=1, R 0.237 s
2023-01-19 01:34 R tpch arrow, native, memory_map=False, TPCH-06, scale_factor=10, R 0.526 s
2023-01-19 01:35 R tpch arrow, native, memory_map=False, TPCH-07, scale_factor=0.01, R 0.354 s
2023-01-19 01:34 R tpch arrow, parquet, memory_map=False, TPCH-06, scale_factor=10, R 5.892 s
2023-01-19 01:35 R tpch arrow, native, memory_map=False, TPCH-07, scale_factor=0.1, R 0.355 s
2023-01-19 01:35 R tpch arrow, parquet, memory_map=False, TPCH-07, scale_factor=0.01, R 0.439 s
2023-01-19 01:35 R tpch arrow, parquet, memory_map=False, TPCH-07, scale_factor=0.1, R 0.489 s
2023-01-19 01:36 R tpch arrow, parquet, memory_map=False, TPCH-07, scale_factor=1, R 1.027 s
2023-01-19 01:36 R tpch arrow, native, memory_map=False, TPCH-07, scale_factor=1, R 0.438 s
2023-01-19 01:41 R tpch arrow, native, memory_map=False, TPCH-08, scale_factor=0.01, R 0.404 s
2023-01-19 01:41 R tpch arrow, native, memory_map=False, TPCH-07, scale_factor=10, R 1.106 s
2023-01-19 01:42 R tpch arrow, parquet, memory_map=False, TPCH-08, scale_factor=0.1, R 0.564 s
2023-01-19 01:42 R tpch arrow, native, memory_map=False, TPCH-08, scale_factor=0.1, R 0.412 s
2023-01-19 01:43 R tpch arrow, native, memory_map=False, TPCH-08, scale_factor=1, R 0.453 s
2023-01-19 01:43 R tpch arrow, parquet, memory_map=False, TPCH-08, scale_factor=1, R 1.083 s
2023-01-19 01:48 R tpch arrow, parquet, memory_map=False, TPCH-08, scale_factor=10, R 10.297 s
2023-01-19 01:49 R tpch arrow, native, memory_map=False, TPCH-09, scale_factor=0.1, R 0.355 s
2023-01-19 01:41 R tpch arrow, parquet, memory_map=False, TPCH-07, scale_factor=10, R 8.912 s
2023-01-19 01:42 R tpch arrow, parquet, memory_map=False, TPCH-08, scale_factor=0.01, R 0.500 s
2023-01-19 01:48 R tpch arrow, native, memory_map=False, TPCH-09, scale_factor=0.01, R 0.323 s
2023-01-19 01:50 R tpch arrow, native, memory_map=False, TPCH-09, scale_factor=1, R 0.553 s
2023-01-19 01:49 R tpch arrow, parquet, memory_map=False, TPCH-09, scale_factor=0.1, R 0.503 s
2023-01-19 01:47 R tpch arrow, native, memory_map=False, TPCH-08, scale_factor=10, R 0.833 s
2023-01-19 01:50 R tpch arrow, parquet, memory_map=False, TPCH-09, scale_factor=1, R 1.149 s
2023-01-19 01:56 R tpch arrow, parquet, memory_map=False, TPCH-09, scale_factor=10, R 11.689 s
2023-01-19 01:49 R tpch arrow, parquet, memory_map=False, TPCH-09, scale_factor=0.01, R 0.414 s
2023-01-19 01:56 R tpch arrow, parquet, memory_map=False, TPCH-10, scale_factor=0.01, R 0.386 s
2023-01-19 01:56 R tpch arrow, parquet, memory_map=False, TPCH-10, scale_factor=0.1, R 0.442 s
2023-01-19 01:57 R tpch arrow, native, memory_map=False, TPCH-10, scale_factor=1, R 0.399 s
2023-01-19 01:56 R tpch arrow, native, memory_map=False, TPCH-10, scale_factor=0.1, R 0.317 s
2023-01-19 01:56 R tpch arrow, native, memory_map=False, TPCH-10, scale_factor=0.01, R 0.306 s
2023-01-19 01:55 R tpch arrow, native, memory_map=False, TPCH-09, scale_factor=10, R 1.388 s
2023-01-19 01:57 R tpch arrow, parquet, memory_map=False, TPCH-10, scale_factor=1, R 0.980 s
2023-01-19 02:02 R tpch arrow, native, memory_map=False, TPCH-11, scale_factor=0.01, R 0.259 s
2023-01-19 02:04 R tpch arrow, native, memory_map=False, TPCH-11, scale_factor=10, R 1.080 s
2023-01-19 02:02 R tpch arrow, parquet, memory_map=False, TPCH-10, scale_factor=10, R 9.247 s
2023-01-19 02:02 R tpch arrow, native, memory_map=False, TPCH-10, scale_factor=10, R 1.167 s
2023-01-19 02:03 R tpch arrow, parquet, memory_map=False, TPCH-11, scale_factor=0.01, R 0.345 s
2023-01-19 02:03 R tpch arrow, parquet, memory_map=False, TPCH-11, scale_factor=1, R 1.090 s
2023-01-19 02:03 R tpch arrow, native, memory_map=False, TPCH-11, scale_factor=0.1, R 0.291 s
2023-01-19 02:05 R tpch arrow, parquet, memory_map=False, TPCH-12, scale_factor=0.01, R 0.358 s
2023-01-19 02:05 R tpch arrow, native, memory_map=False, TPCH-12, scale_factor=0.1, R 0.384 s
2023-01-19 02:06 R tpch arrow, parquet, memory_map=False, TPCH-12, scale_factor=0.1, R 0.551 s
2023-01-19 02:03 R tpch arrow, parquet, memory_map=False, TPCH-11, scale_factor=0.1, R 0.440 s
2023-01-19 02:03 R tpch arrow, native, memory_map=False, TPCH-11, scale_factor=1, R 0.409 s
2023-01-19 02:05 R tpch arrow, parquet, memory_map=False, TPCH-11, scale_factor=10, R 10.761 s
2023-01-19 02:05 R tpch arrow, native, memory_map=False, TPCH-12, scale_factor=0.01, R 0.257 s
2023-01-19 02:30 R tpch arrow, native, memory_map=False, TPCH-16, scale_factor=0.1, R 0.272 s
2023-01-19 02:06 R tpch arrow, native, memory_map=False, TPCH-12, scale_factor=1, R 0.682 s
2023-01-19 02:07 R tpch arrow, parquet, memory_map=False, TPCH-12, scale_factor=1, R 3.135 s
2023-01-19 02:13 R tpch arrow, parquet, memory_map=False, TPCH-12, scale_factor=10, R 35.420 s
2023-01-19 02:18 R tpch arrow, native, memory_map=False, TPCH-14, scale_factor=1, R 0.582 s
2023-01-19 02:22 R tpch arrow, native, memory_map=False, TPCH-14, scale_factor=10, R 2.446 s
2023-01-19 02:24 R tpch arrow, parquet, memory_map=False, TPCH-15, scale_factor=0.01, R 0.336 s
2023-01-19 02:13 R tpch arrow, parquet, memory_map=False, TPCH-13, scale_factor=0.01, R 0.321 s
2023-01-19 02:14 R tpch arrow, parquet, memory_map=False, TPCH-13, scale_factor=0.1, R 0.588 s
2023-01-19 02:14 R tpch arrow, parquet, memory_map=False, TPCH-13, scale_factor=1, R 1.523 s
2023-01-19 02:34 R tpch arrow, parquet, memory_map=False, TPCH-17, scale_factor=1, R 2.810 s
2023-01-19 02:18 R tpch arrow, parquet, memory_map=False, TPCH-14, scale_factor=0.1, R 0.573 s
2023-01-19 02:11 R tpch arrow, native, memory_map=False, TPCH-12, scale_factor=10, R 3.742 s
2023-01-19 02:13 R tpch arrow, native, memory_map=False, TPCH-13, scale_factor=0.01, R 0.230 s
2023-01-19 02:14 R tpch arrow, native, memory_map=False, TPCH-13, scale_factor=0.1, R 0.406 s
2023-01-19 02:14 R tpch arrow, native, memory_map=False, TPCH-13, scale_factor=1, R 0.839 s
2023-01-19 02:17 R tpch arrow, native, memory_map=False, TPCH-14, scale_factor=0.1, R 0.304 s
2023-01-19 02:32 R tpch arrow, parquet, memory_map=False, TPCH-16, scale_factor=10, R 11.558 s
2023-01-19 02:33 R tpch arrow, native, memory_map=False, TPCH-17, scale_factor=0.01, R 0.281 s
2023-01-19 02:25 R tpch arrow, parquet, memory_map=False, TPCH-15, scale_factor=0.1, R 0.390 s
2023-01-19 02:32 R tpch arrow, native, memory_map=False, TPCH-16, scale_factor=10, R 1.103 s
2023-01-19 02:33 R tpch arrow, parquet, memory_map=False, TPCH-17, scale_factor=0.01, R 0.367 s
2023-01-19 02:16 R tpch arrow, native, memory_map=False, TPCH-13, scale_factor=10, R 4.795 s
2023-01-19 02:17 R tpch arrow, parquet, memory_map=False, TPCH-14, scale_factor=0.01, R 0.366 s
2023-01-19 02:19 R tpch arrow, parquet, memory_map=False, TPCH-14, scale_factor=1, R 2.586 s
2023-01-19 02:24 R tpch arrow, native, memory_map=False, TPCH-15, scale_factor=0.01, R 0.263 s
2023-01-19 02:29 R tpch arrow, native, memory_map=False, TPCH-15, scale_factor=10, R 0.890 s
2023-01-19 02:30 R tpch arrow, parquet, memory_map=False, TPCH-15, scale_factor=10, R 6.545 s
2023-01-19 02:33 R tpch arrow, parquet, memory_map=False, TPCH-17, scale_factor=0.1, R 0.560 s
2023-01-19 02:17 R tpch arrow, native, memory_map=False, TPCH-14, scale_factor=0.01, R 0.273 s
2023-01-19 02:24 R tpch arrow, parquet, memory_map=False, TPCH-14, scale_factor=10, R 28.889 s
2023-01-19 02:25 R tpch arrow, native, memory_map=False, TPCH-15, scale_factor=0.1, R 0.261 s
2023-01-19 02:31 R tpch arrow, native, memory_map=False, TPCH-16, scale_factor=1, R 0.393 s
2023-01-19 02:34 R tpch arrow, native, memory_map=False, TPCH-17, scale_factor=1, R 0.336 s
2023-01-19 02:17 R tpch arrow, parquet, memory_map=False, TPCH-13, scale_factor=10, R 16.076 s
2023-01-19 02:25 R tpch arrow, native, memory_map=False, TPCH-15, scale_factor=1, R 0.309 s
2023-01-19 02:30 R tpch arrow, parquet, memory_map=False, TPCH-16, scale_factor=0.01, R 0.324 s
2023-01-19 02:31 R tpch arrow, parquet, memory_map=False, TPCH-16, scale_factor=1, R 1.083 s
2023-01-19 02:41 R tpch arrow, parquet, memory_map=False, TPCH-18, scale_factor=1, R 0.938 s
2023-01-19 02:30 R tpch arrow, parquet, memory_map=False, TPCH-16, scale_factor=0.1, R 0.420 s
2023-01-19 02:25 R tpch arrow, parquet, memory_map=False, TPCH-15, scale_factor=1, R 0.904 s
2023-01-19 02:47 R tpch arrow, parquet, memory_map=False, TPCH-18, scale_factor=10, R 13.745 s
2023-01-19 02:30 R tpch arrow, native, memory_map=False, TPCH-16, scale_factor=0.01, R 0.242 s
2023-01-19 02:33 R tpch arrow, native, memory_map=False, TPCH-17, scale_factor=0.1, R 0.278 s
2023-01-19 02:40 R tpch arrow, parquet, memory_map=False, TPCH-18, scale_factor=0.1, R 0.386 s
2023-01-19 02:47 R tpch arrow, parquet, memory_map=False, TPCH-19, scale_factor=0.01, R 0.435 s
2023-01-19 02:55 R tpch arrow, parquet, memory_map=False, TPCH-20, scale_factor=0.1, R 0.609 s
2023-01-19 02:47 R tpch arrow, native, memory_map=False, TPCH-19, scale_factor=0.01, R 0.338 s
2023-01-19 02:55 R tpch arrow, parquet, memory_map=False, TPCH-20, scale_factor=0.01, R 0.428 s
2023-01-19 02:48 R tpch arrow, parquet, memory_map=False, TPCH-19, scale_factor=0.1, R 0.677 s
2023-01-19 02:40 R tpch arrow, parquet, memory_map=False, TPCH-17, scale_factor=10, R 33.233 s
2023-01-19 02:40 R tpch arrow, parquet, memory_map=False, TPCH-18, scale_factor=0.01, R 0.328 s
2023-01-19 02:41 R tpch arrow, native, memory_map=False, TPCH-18, scale_factor=1, R 0.524 s
2023-01-19 02:46 R tpch arrow, native, memory_map=False, TPCH-18, scale_factor=10, R 4.745 s
2023-01-19 02:49 R tpch arrow, parquet, memory_map=False, TPCH-19, scale_factor=1, R 3.093 s
2023-01-19 02:38 R tpch arrow, native, memory_map=False, TPCH-17, scale_factor=10, R 0.944 s
2023-01-19 02:40 R tpch arrow, native, memory_map=False, TPCH-18, scale_factor=0.1, R 0.268 s
2023-01-19 02:47 R tpch arrow, native, memory_map=False, TPCH-19, scale_factor=0.1, R 0.521 s
2023-01-19 02:55 R tpch arrow, native, memory_map=False, TPCH-20, scale_factor=0.1, R 0.320 s
2023-01-19 02:40 R tpch arrow, native, memory_map=False, TPCH-18, scale_factor=0.01, R 0.244 s
2023-01-19 02:48 R tpch arrow, native, memory_map=False, TPCH-19, scale_factor=1, R 1.185 s
2023-01-19 02:55 R tpch arrow, native, memory_map=False, TPCH-20, scale_factor=0.01, R 0.324 s
2023-01-19 02:53 R tpch arrow, native, memory_map=False, TPCH-19, scale_factor=10, R 8.850 s
2023-01-19 02:54 R tpch arrow, parquet, memory_map=False, TPCH-19, scale_factor=10, R 30.901 s
2023-01-19 02:56 R tpch arrow, native, memory_map=False, TPCH-20, scale_factor=1, R 0.369 s
2023-01-19 02:56 R tpch arrow, parquet, memory_map=False, TPCH-20, scale_factor=1, R 3.423 s
2023-01-19 03:01 R tpch arrow, native, memory_map=False, TPCH-20, scale_factor=10, R 0.938 s
2023-01-19 03:03 R tpch arrow, parquet, memory_map=False, TPCH-20, scale_factor=10, R 36.922 s
2023-01-19 03:03 R tpch arrow, native, memory_map=False, TPCH-21, scale_factor=0.01, R 0.482 s
2023-01-19 03:03 R tpch arrow, parquet, memory_map=False, TPCH-21, scale_factor=0.01, R 0.582 s
2023-01-19 03:03 R tpch arrow, native, memory_map=False, TPCH-21, scale_factor=0.1, R 0.849 s
2023-01-19 03:04 R tpch arrow, parquet, memory_map=False, TPCH-21, scale_factor=0.1, R 1.007 s
2023-01-19 03:05 R tpch arrow, parquet, memory_map=False, TPCH-21, scale_factor=1, R 5.078 s
2023-01-19 03:04 R tpch arrow, native, memory_map=False, TPCH-21, scale_factor=1, R 3.632 s
2023-01-19 03:12 R tpch arrow, native, memory_map=False, TPCH-21, scale_factor=10, R 40.559 s
2023-01-19 03:15 R tpch arrow, parquet, memory_map=False, TPCH-21, scale_factor=10, R 56.146 s
2023-01-19 03:15 R tpch arrow, native, memory_map=False, TPCH-22, scale_factor=0.01, R 0.245 s
2023-01-19 03:15 R tpch arrow, parquet, memory_map=False, TPCH-22, scale_factor=0.01, R 0.322 s
2023-01-19 03:15 R tpch arrow, native, memory_map=False, TPCH-22, scale_factor=0.1, R 0.250 s
2023-01-19 03:16 R tpch arrow, parquet, memory_map=False, TPCH-22, scale_factor=0.1, R 0.389 s
2023-01-19 03:16 R tpch arrow, native, memory_map=False, TPCH-22, scale_factor=1, R 0.280 s
2023-01-19 03:16 R tpch arrow, parquet, memory_map=False, TPCH-22, scale_factor=1, R 0.920 s
2023-01-19 03:17 R tpch arrow, native, memory_map=False, TPCH-22, scale_factor=10, R 0.419 s
2023-01-19 03:18 R tpch arrow, parquet, memory_map=False, TPCH-22, scale_factor=10, R 11.117 s