Benchmarks
Date Lang Batch Benchmark Mean Z-Score Error
2022-11-10 19:06 R tpch arrow, parquet, memory_map=False, TPCH-02, scale_factor=0.01, R 0.377 s 1.367
2022-11-10 19:06 R tpch arrow, parquet, memory_map=False, TPCH-02, scale_factor=1, R 0.518 s 1.071
2022-11-10 19:08 R tpch arrow, parquet, memory_map=False, TPCH-03, scale_factor=0.01, R 0.308 s 1.154
2022-11-10 19:05 R tpch arrow, parquet, memory_map=False, TPCH-01, scale_factor=10, R 5.805 s -1.084
2022-11-10 19:07 R tpch arrow, parquet, memory_map=False, TPCH-02, scale_factor=10, R 1.424 s -0.148
2022-11-10 19:06 R tpch arrow, parquet, memory_map=False, TPCH-02, scale_factor=0.1, R 0.411 s 0.035
2022-11-10 19:08 R tpch arrow, parquet, memory_map=False, TPCH-03, scale_factor=0.1, R 0.357 s 0.785
2022-11-10 19:00 R tpch arrow, parquet, memory_map=False, TPCH-01, scale_factor=0.01, R 0.293 s 0.070
2022-11-10 19:01 R tpch arrow, parquet, memory_map=False, TPCH-01, scale_factor=1, R 0.809 s -0.135
2022-11-10 19:01 R tpch arrow, parquet, memory_map=False, TPCH-01, scale_factor=0.1, R 0.357 s 0.104
2022-11-10 19:07 R tpch arrow, native, memory_map=False, TPCH-02, scale_factor=10, R 0.891 s 1.526
2022-11-10 19:01 R tpch arrow, native, memory_map=False, TPCH-01, scale_factor=0.1, R 0.234 s 0.089
2022-11-10 19:06 R tpch arrow, native, memory_map=False, TPCH-02, scale_factor=1, R 0.395 s 1.280
2022-11-10 19:05 R tpch arrow, native, memory_map=False, TPCH-01, scale_factor=10, R 1.344 s 2.100
2022-11-10 19:08 R tpch arrow, native, memory_map=False, TPCH-03, scale_factor=0.01, R 0.254 s 1.333
2022-11-10 19:01 R tpch arrow, native, memory_map=False, TPCH-01, scale_factor=1, R 0.325 s 1.121
2022-11-10 19:06 R tpch arrow, native, memory_map=False, TPCH-02, scale_factor=0.01, R 0.308 s 1.825
2022-11-10 19:00 R tpch arrow, native, memory_map=False, TPCH-01, scale_factor=0.01, R 0.230 s -0.318
2022-11-10 19:08 R tpch arrow, native, memory_map=False, TPCH-03, scale_factor=0.1, R 0.262 s 1.201
2022-11-10 19:06 R tpch arrow, native, memory_map=False, TPCH-02, scale_factor=0.1, R 0.321 s 1.673
2022-11-10 19:09 R tpch arrow, native, memory_map=False, TPCH-03, scale_factor=1, R 0.359 s 1.366
2022-11-10 19:09 R tpch arrow, parquet, memory_map=False, TPCH-03, scale_factor=1, R 0.754 s 0.912
2022-11-10 19:13 R tpch arrow, native, memory_map=False, TPCH-03, scale_factor=10, R 1.280 s 0.837
2022-11-10 19:14 R tpch arrow, parquet, memory_map=False, TPCH-04, scale_factor=0.01, R 0.270 s 1.920
2022-11-10 19:14 R tpch arrow, parquet, memory_map=False, TPCH-03, scale_factor=10, R 7.718 s -0.662
2022-11-10 19:14 R tpch arrow, native, memory_map=False, TPCH-04, scale_factor=0.01, R 0.218 s 2.195
2022-11-10 19:14 R tpch arrow, native, memory_map=False, TPCH-04, scale_factor=0.1, R 0.229 s 2.054
2022-11-10 19:14 R tpch arrow, parquet, memory_map=False, TPCH-04, scale_factor=0.1, R 0.287 s 1.802
2022-11-10 19:15 R tpch arrow, native, memory_map=False, TPCH-04, scale_factor=1, R 0.323 s 2.118
2022-11-10 19:15 R tpch arrow, parquet, memory_map=False, TPCH-04, scale_factor=1, R 0.412 s 2.140
2022-11-10 19:19 R tpch arrow, native, memory_map=False, TPCH-04, scale_factor=10, R 1.231 s 1.409
2022-11-10 19:20 R tpch arrow, parquet, memory_map=False, TPCH-04, scale_factor=10, R 3.603 s -2.180
2022-11-10 19:20 R tpch arrow, native, memory_map=False, TPCH-05, scale_factor=0.01, R 0.286 s 1.700
2022-11-10 19:20 R tpch arrow, parquet, memory_map=False, TPCH-05, scale_factor=0.01, R 0.358 s 1.741
2022-11-10 19:21 R tpch arrow, native, memory_map=False, TPCH-05, scale_factor=1, R 0.376 s 0.817
2022-11-10 19:20 R tpch arrow, native, memory_map=False, TPCH-05, scale_factor=0.1, R 0.296 s 1.789
2022-11-10 19:20 R tpch arrow, parquet, memory_map=False, TPCH-05, scale_factor=0.1, R 0.404 s 1.812
2022-11-10 19:21 R tpch arrow, parquet, memory_map=False, TPCH-05, scale_factor=1, R 0.816 s 1.290
2022-11-10 19:44 R tpch arrow, native, memory_map=False, TPCH-08, scale_factor=10, R 0.803 s 0.137
2022-11-10 19:33 R tpch arrow, parquet, memory_map=False, TPCH-07, scale_factor=1, R 0.858 s 0.579
2022-11-10 19:26 R tpch arrow, parquet, memory_map=False, TPCH-05, scale_factor=10, R 8.106 s -0.254
2022-11-10 19:32 R tpch arrow, native, memory_map=False, TPCH-07, scale_factor=1, R 0.412 s 0.714
2022-11-10 19:38 R tpch arrow, native, memory_map=False, TPCH-08, scale_factor=0.1, R 0.366 s 2.131
2022-11-10 19:27 R tpch arrow, parquet, memory_map=False, TPCH-06, scale_factor=1, R 0.669 s 1.200
2022-11-10 19:38 R tpch arrow, native, memory_map=False, TPCH-08, scale_factor=0.01, R 0.387 s -0.677
2022-11-10 19:38 R tpch arrow, parquet, memory_map=False, TPCH-08, scale_factor=0.01, R 0.457 s 0.773
2022-11-10 19:44 R tpch arrow, native, memory_map=False, TPCH-09, scale_factor=0.01, R 0.304 s 1.493
2022-11-10 19:25 R tpch arrow, native, memory_map=False, TPCH-05, scale_factor=10, R 0.901 s 0.185
2022-11-10 19:31 R tpch arrow, native, memory_map=False, TPCH-07, scale_factor=0.01, R 0.335 s -0.173
2022-11-10 19:38 R tpch arrow, parquet, memory_map=False, TPCH-08, scale_factor=0.1, R 0.502 s 0.798
2022-11-10 19:26 R tpch arrow, native, memory_map=False, TPCH-06, scale_factor=0.01, R 0.180 s 1.944
2022-11-10 19:26 R tpch arrow, parquet, memory_map=False, TPCH-06, scale_factor=0.01, R 0.239 s 1.870
2022-11-10 19:26 R tpch arrow, native, memory_map=False, TPCH-06, scale_factor=0.1, R 0.183 s 1.618
2022-11-10 19:31 R tpch arrow, native, memory_map=False, TPCH-06, scale_factor=10, R 0.490 s 0.944
2022-11-10 19:32 R tpch arrow, native, memory_map=False, TPCH-07, scale_factor=0.1, R 0.328 s 1.218
2022-11-10 19:39 R tpch arrow, parquet, memory_map=False, TPCH-08, scale_factor=1, R 0.890 s 1.186
2022-11-10 19:27 R tpch arrow, parquet, memory_map=False, TPCH-06, scale_factor=0.1, R 0.282 s 1.515
2022-11-10 19:37 R tpch arrow, native, memory_map=False, TPCH-07, scale_factor=10, R 1.061 s 0.795
2022-11-10 19:27 R tpch arrow, native, memory_map=False, TPCH-06, scale_factor=1, R 0.214 s 1.205
2022-11-10 19:31 R tpch arrow, parquet, memory_map=False, TPCH-06, scale_factor=10, R 5.051 s -0.450
2022-11-10 19:32 R tpch arrow, parquet, memory_map=False, TPCH-07, scale_factor=0.1, R 0.457 s -0.060
2022-11-10 19:38 R tpch arrow, parquet, memory_map=False, TPCH-07, scale_factor=10, R 8.603 s 0.112
2022-11-10 19:31 R tpch arrow, parquet, memory_map=False, TPCH-07, scale_factor=0.01, R 0.397 s 0.894
2022-11-10 19:39 R tpch arrow, native, memory_map=False, TPCH-08, scale_factor=1, R 0.424 s 0.552
2022-11-10 19:52 R tpch arrow, parquet, memory_map=False, TPCH-10, scale_factor=0.01, R 0.343 s 1.635
2022-11-10 19:58 R tpch arrow, native, memory_map=False, TPCH-11, scale_factor=0.01, R 0.239 s 1.360
2022-11-10 20:00 R tpch arrow, parquet, memory_map=False, TPCH-11, scale_factor=10, R 10.695 s -0.160
2022-11-10 19:45 R tpch arrow, parquet, memory_map=False, TPCH-09, scale_factor=0.01, R 0.371 s 1.765
2022-11-10 19:51 R tpch arrow, native, memory_map=False, TPCH-10, scale_factor=0.01, R 0.279 s 2.098
2022-11-10 19:58 R tpch arrow, parquet, memory_map=False, TPCH-10, scale_factor=10, R 9.369 s -1.808
2022-11-10 19:44 R tpch arrow, parquet, memory_map=False, TPCH-08, scale_factor=10, R 10.050 s 0.140
2022-11-10 20:01 R tpch arrow, native, memory_map=False, TPCH-12, scale_factor=0.1, R 0.380 s -1.300
2022-11-10 20:09 R tpch arrow, parquet, memory_map=False, TPCH-13, scale_factor=1, R 1.191 s 2.079
2022-11-10 19:52 R tpch arrow, native, memory_map=False, TPCH-10, scale_factor=0.1, R 0.288 s 1.967
2022-11-10 19:58 R tpch arrow, native, memory_map=False, TPCH-11, scale_factor=0.1, R 0.268 s 1.021
2022-11-10 20:01 R tpch arrow, parquet, memory_map=False, TPCH-12, scale_factor=0.1, R 0.475 s 1.100
2022-11-10 19:45 R tpch arrow, native, memory_map=False, TPCH-09, scale_factor=0.1, R 0.339 s 0.997
2022-11-10 19:45 R tpch arrow, parquet, memory_map=False, TPCH-09, scale_factor=0.1, R 0.435 s 1.822
2022-11-10 19:52 R tpch arrow, native, memory_map=False, TPCH-10, scale_factor=1, R 0.377 s 1.653
2022-11-10 19:45 R tpch arrow, native, memory_map=False, TPCH-09, scale_factor=1, R 0.508 s 1.854
2022-11-10 20:12 R tpch arrow, native, memory_map=False, TPCH-14, scale_factor=0.1, R 0.266 s 2.099
2022-11-10 20:27 R tpch arrow, parquet, memory_map=False, TPCH-17, scale_factor=1, R 2.693 s 0.440
2022-11-10 19:46 R tpch arrow, parquet, memory_map=False, TPCH-09, scale_factor=1, R 0.949 s 2.058
2022-11-10 19:50 R tpch arrow, native, memory_map=False, TPCH-09, scale_factor=10, R 1.331 s 1.237
2022-11-10 20:09 R tpch arrow, native, memory_map=False, TPCH-13, scale_factor=1, R 0.774 s 2.314
2022-11-10 19:58 R tpch arrow, parquet, memory_map=False, TPCH-11, scale_factor=0.01, R 0.307 s 1.537
2022-11-10 19:58 R tpch arrow, native, memory_map=False, TPCH-11, scale_factor=1, R 0.393 s 0.524
2022-11-10 19:51 R tpch arrow, parquet, memory_map=False, TPCH-09, scale_factor=10, R 11.417 s 0.758
2022-11-10 20:08 R tpch arrow, parquet, memory_map=False, TPCH-12, scale_factor=10, R 35.099 s 0.930
2022-11-10 20:08 R tpch arrow, native, memory_map=False, TPCH-13, scale_factor=0.1, R 0.381 s 2.035
2022-11-10 19:58 R tpch arrow, parquet, memory_map=False, TPCH-11, scale_factor=0.1, R 0.370 s 2.169
2022-11-10 20:00 R tpch arrow, parquet, memory_map=False, TPCH-12, scale_factor=0.01, R 0.313 s 0.722
2022-11-10 20:10 R tpch arrow, native, memory_map=False, TPCH-13, scale_factor=10, R 4.591 s 1.298
2022-11-10 19:57 R tpch arrow, native, memory_map=False, TPCH-10, scale_factor=10, R 1.172 s 0.053
2022-11-10 19:59 R tpch arrow, native, memory_map=False, TPCH-11, scale_factor=10, R 1.061 s 0.986
2022-11-10 20:00 R tpch arrow, native, memory_map=False, TPCH-12, scale_factor=0.01, R 0.239 s 0.476
2022-11-10 20:01 R tpch arrow, native, memory_map=False, TPCH-12, scale_factor=1, R 0.635 s 1.168
2022-11-10 20:11 R tpch arrow, native, memory_map=False, TPCH-14, scale_factor=0.01, R 0.235 s 1.639
2022-11-10 19:52 R tpch arrow, parquet, memory_map=False, TPCH-10, scale_factor=0.1, R 0.389 s 1.791
2022-11-10 19:53 R tpch arrow, parquet, memory_map=False, TPCH-10, scale_factor=1, R 0.803 s 2.076
2022-11-10 20:02 R tpch arrow, parquet, memory_map=False, TPCH-12, scale_factor=1, R 3.062 s 0.871
2022-11-10 20:08 R tpch arrow, native, memory_map=False, TPCH-13, scale_factor=0.01, R 0.206 s 1.401
2022-11-10 19:59 R tpch arrow, parquet, memory_map=False, TPCH-11, scale_factor=1, R 0.808 s 2.192
2022-11-10 20:09 R tpch arrow, parquet, memory_map=False, TPCH-13, scale_factor=0.1, R 0.499 s 2.278
2022-11-10 20:13 R tpch arrow, parquet, memory_map=False, TPCH-14, scale_factor=1, R 2.492 s 1.654
2022-11-10 20:06 R tpch arrow, native, memory_map=False, TPCH-12, scale_factor=10, R 3.646 s -1.937
2022-11-10 20:18 R tpch arrow, parquet, memory_map=False, TPCH-15, scale_factor=0.01, R 0.288 s 2.034
2022-11-10 20:08 R tpch arrow, parquet, memory_map=False, TPCH-13, scale_factor=0.01, R 0.264 s 2.201
2022-11-10 20:24 R tpch arrow, native, memory_map=False, TPCH-16, scale_factor=0.1, R 0.247 s 2.251
2022-11-10 20:11 R tpch arrow, parquet, memory_map=False, TPCH-13, scale_factor=10, R 15.392 s 0.750
2022-11-10 20:27 R tpch arrow, native, memory_map=False, TPCH-17, scale_factor=1, R 0.303 s 2.001
2022-11-10 20:26 R tpch arrow, parquet, memory_map=False, TPCH-17, scale_factor=0.1, R 0.435 s 2.352
2022-11-10 20:18 R tpch arrow, native, memory_map=False, TPCH-15, scale_factor=0.01, R 0.231 s 2.045
2022-11-10 20:23 R tpch arrow, parquet, memory_map=False, TPCH-15, scale_factor=10, R 6.025 s 0.152
2022-11-10 20:23 R tpch arrow, parquet, memory_map=False, TPCH-16, scale_factor=0.01, R 0.279 s 1.888
2022-11-10 20:12 R tpch arrow, parquet, memory_map=False, TPCH-14, scale_factor=0.1, R 0.444 s 1.650
2022-11-10 20:18 R tpch arrow, parquet, memory_map=False, TPCH-14, scale_factor=10, R 28.573 s -0.359
2022-11-10 20:19 R tpch arrow, parquet, memory_map=False, TPCH-15, scale_factor=1, R 0.751 s 1.914
2022-11-10 20:26 R tpch arrow, parquet, memory_map=False, TPCH-17, scale_factor=0.01, R 0.311 s 2.011
2022-11-10 20:19 R tpch arrow, parquet, memory_map=False, TPCH-15, scale_factor=0.1, R 0.332 s 1.978
2022-11-10 20:11 R tpch arrow, parquet, memory_map=False, TPCH-14, scale_factor=0.01, R 0.305 s 1.845
2022-11-10 20:12 R tpch arrow, native, memory_map=False, TPCH-14, scale_factor=1, R 0.529 s 1.915
2022-11-10 20:23 R tpch arrow, native, memory_map=False, TPCH-15, scale_factor=10, R 0.809 s 1.275
2022-11-10 20:16 R tpch arrow, native, memory_map=False, TPCH-14, scale_factor=10, R 2.304 s 0.003
2022-11-10 20:23 R tpch arrow, native, memory_map=False, TPCH-16, scale_factor=0.01, R 0.218 s 2.024
2022-11-10 20:24 R tpch arrow, native, memory_map=False, TPCH-16, scale_factor=1, R 0.375 s 2.395
2022-11-10 20:18 R tpch arrow, native, memory_map=False, TPCH-15, scale_factor=0.1, R 0.233 s 2.017
2022-11-10 20:24 R tpch arrow, parquet, memory_map=False, TPCH-16, scale_factor=0.1, R 0.344 s 2.500
2022-11-10 20:34 R tpch arrow, native, memory_map=False, TPCH-18, scale_factor=1, R 0.481 s 1.988
2022-11-10 20:25 R tpch arrow, native, memory_map=False, TPCH-16, scale_factor=10, R 1.080 s 1.593
2022-11-10 20:33 R tpch arrow, parquet, memory_map=False, TPCH-18, scale_factor=0.01, R 0.280 s 2.181
2022-11-10 20:19 R tpch arrow, native, memory_map=False, TPCH-15, scale_factor=1, R 0.279 s 2.056
2022-11-10 20:33 R tpch arrow, native, memory_map=False, TPCH-18, scale_factor=0.1, R 0.242 s 1.692
2022-11-10 20:24 R tpch arrow, parquet, memory_map=False, TPCH-16, scale_factor=1, R 0.776 s 2.556
2022-11-10 20:33 R tpch arrow, native, memory_map=False, TPCH-18, scale_factor=0.01, R 0.220 s 2.009
2022-11-10 20:26 R tpch arrow, native, memory_map=False, TPCH-17, scale_factor=0.1, R 0.247 s 2.212
2022-11-10 20:33 R tpch arrow, parquet, memory_map=False, TPCH-18, scale_factor=0.1, R 0.318 s 1.932
2022-11-10 20:26 R tpch arrow, parquet, memory_map=False, TPCH-16, scale_factor=10, R 11.439 s 1.653
2022-11-10 20:26 R tpch arrow, native, memory_map=False, TPCH-17, scale_factor=0.01, R 0.240 s 2.163
2022-11-10 20:31 R tpch arrow, native, memory_map=False, TPCH-17, scale_factor=10, R 0.903 s 1.411
2022-11-10 20:34 R tpch arrow, parquet, memory_map=False, TPCH-18, scale_factor=1, R 0.696 s 2.425
2022-11-10 20:38 R tpch arrow, native, memory_map=False, TPCH-18, scale_factor=10, R 4.347 s 1.266
2022-11-10 20:32 R tpch arrow, parquet, memory_map=False, TPCH-17, scale_factor=10, R 31.385 s -0.653
2022-11-10 20:40 R tpch arrow, native, memory_map=False, TPCH-19, scale_factor=0.1, R 0.482 s 0.927
2022-11-10 20:39 R tpch arrow, parquet, memory_map=False, TPCH-19, scale_factor=0.01, R 0.368 s 1.483
2022-11-10 20:39 R tpch arrow, parquet, memory_map=False, TPCH-18, scale_factor=10, R 13.121 s 1.335
2022-11-10 20:39 R tpch arrow, native, memory_map=False, TPCH-19, scale_factor=0.01, R 0.296 s 0.818
2022-11-10 20:40 R tpch arrow, native, memory_map=False, TPCH-19, scale_factor=1, R 1.119 s 1.227
2022-11-10 20:40 R tpch arrow, parquet, memory_map=False, TPCH-19, scale_factor=0.1, R 0.548 s 2.096
2022-11-10 20:41 R tpch arrow, parquet, memory_map=False, TPCH-19, scale_factor=1, R 3.009 s 0.763
2022-11-10 20:45 R tpch arrow, native, memory_map=False, TPCH-19, scale_factor=10, R 8.486 s 0.806
2022-11-10 20:47 R tpch arrow, parquet, memory_map=False, TPCH-20, scale_factor=0.1, R 0.489 s 1.820
2022-11-10 21:06 R tpch arrow, parquet, memory_map=False, TPCH-22, scale_factor=0.01, R 0.278 s 1.993
2022-11-10 20:47 R tpch arrow, native, memory_map=False, TPCH-20, scale_factor=0.1, R 0.292 s 1.822
2022-11-10 20:47 R tpch arrow, native, memory_map=False, TPCH-20, scale_factor=0.01, R 0.292 s 1.701
2022-11-10 20:48 R tpch arrow, parquet, memory_map=False, TPCH-20, scale_factor=1, R 3.340 s -0.056
2022-11-10 20:54 R tpch arrow, native, memory_map=False, TPCH-21, scale_factor=0.01, R 0.415 s 1.918
2022-11-10 20:46 R tpch arrow, parquet, memory_map=False, TPCH-19, scale_factor=10, R 30.613 s 0.307
2022-11-10 20:52 R tpch arrow, native, memory_map=False, TPCH-20, scale_factor=10, R 0.888 s 2.003
2022-11-10 21:05 R tpch arrow, parquet, memory_map=False, TPCH-21, scale_factor=10, R 52.305 s 1.169
2022-11-10 21:06 R tpch arrow, native, memory_map=False, TPCH-22, scale_factor=0.1, R 0.222 s 1.998
2022-11-10 20:55 R tpch arrow, native, memory_map=False, TPCH-21, scale_factor=1, R 3.431 s 1.322
2022-11-10 20:54 R tpch arrow, parquet, memory_map=False, TPCH-20, scale_factor=10, R 36.442 s 0.512
2022-11-10 20:55 R tpch arrow, native, memory_map=False, TPCH-21, scale_factor=0.1, R 0.791 s 1.641
2022-11-10 21:07 R tpch arrow, native, memory_map=False, TPCH-22, scale_factor=10, R 0.385 s 0.890
2022-11-10 21:02 R tpch arrow, native, memory_map=False, TPCH-21, scale_factor=10, R 38.317 s 0.828
2022-11-10 20:47 R tpch arrow, parquet, memory_map=False, TPCH-20, scale_factor=0.01, R 0.374 s 1.717
2022-11-10 20:48 R tpch arrow, native, memory_map=False, TPCH-20, scale_factor=1, R 0.341 s 1.899
2022-11-10 21:06 R tpch arrow, native, memory_map=False, TPCH-22, scale_factor=1, R 0.251 s 2.298
2022-11-10 21:06 R tpch arrow, parquet, memory_map=False, TPCH-22, scale_factor=1, R 0.644 s 2.174
2022-11-10 20:55 R tpch arrow, parquet, memory_map=False, TPCH-21, scale_factor=0.1, R 0.908 s 1.332
2022-11-10 20:56 R tpch arrow, parquet, memory_map=False, TPCH-21, scale_factor=1, R 4.922 s 1.554
2022-11-10 21:08 R tpch arrow, parquet, memory_map=False, TPCH-22, scale_factor=10, R 11.076 s 0.081
2022-11-10 20:54 R tpch arrow, parquet, memory_map=False, TPCH-21, scale_factor=0.01, R 0.498 s 1.909
2022-11-10 21:05 R tpch arrow, native, memory_map=False, TPCH-22, scale_factor=0.01, R 0.220 s 2.032
2022-11-10 21:06 R tpch arrow, parquet, memory_map=False, TPCH-22, scale_factor=0.1, R 0.310 s 2.441