Benchmarks
Date Lang Batch Benchmark Mean Z-Score Error
2022-11-18 05:32 R tpch arrow, parquet, memory_map=False, TPCH-01, scale_factor=0.01, R 0.261 s 2.182
2022-11-18 07:36 R tpch arrow, parquet, memory_map=False, TPCH-21, scale_factor=1, R 4.984 s 0.490
2022-11-18 07:42 R tpch arrow, native, memory_map=False, TPCH-21, scale_factor=10, R 38.083 s 1.179
2022-11-18 05:34 R tpch arrow, parquet, memory_map=False, TPCH-01, scale_factor=1, R 0.748 s 1.536
2022-11-18 05:32 R tpch arrow, native, memory_map=False, TPCH-01, scale_factor=0.01, R 0.204 s 1.982
2022-11-18 05:34 R tpch arrow, native, memory_map=False, TPCH-01, scale_factor=1, R 0.315 s 1.956
2022-11-18 05:33 R tpch arrow, parquet, memory_map=False, TPCH-01, scale_factor=0.1, R 0.318 s 2.358
2022-11-18 05:32 R tpch arrow, native, memory_map=False, TPCH-01, scale_factor=0.1, R 0.216 s 1.741
2022-11-18 05:43 R tpch arrow, native, memory_map=False, TPCH-01, scale_factor=10, R 1.361 s 1.325
2022-11-18 05:45 R tpch arrow, native, memory_map=False, TPCH-02, scale_factor=1, R 0.392 s 1.550
2022-11-18 05:45 R tpch arrow, parquet, memory_map=False, TPCH-01, scale_factor=10, R 5.399 s 1.096
2022-11-18 05:45 R tpch arrow, native, memory_map=False, TPCH-02, scale_factor=0.01, R 0.308 s 1.591
2022-11-18 05:45 R tpch arrow, parquet, memory_map=False, TPCH-02, scale_factor=0.01, R 0.368 s 2.049
2022-11-18 05:45 R tpch arrow, native, memory_map=False, TPCH-02, scale_factor=0.1, R 0.317 s 2.081
2022-11-18 05:45 R tpch arrow, parquet, memory_map=False, TPCH-02, scale_factor=0.1, R 0.384 s 2.133
2022-11-18 05:46 R tpch arrow, parquet, memory_map=False, TPCH-02, scale_factor=1, R 0.499 s 2.194
2022-11-18 05:46 R tpch arrow, native, memory_map=False, TPCH-02, scale_factor=10, R 0.889 s 1.522
2022-11-18 05:47 R tpch arrow, parquet, memory_map=False, TPCH-02, scale_factor=10, R 1.360 s 2.120
2022-11-18 05:47 R tpch arrow, native, memory_map=False, TPCH-03, scale_factor=0.01, R 0.245 s 2.284
2022-11-18 05:47 R tpch arrow, parquet, memory_map=False, TPCH-03, scale_factor=0.01, R 0.298 s 2.023
2022-11-18 05:47 R tpch arrow, native, memory_map=False, TPCH-03, scale_factor=0.1, R 0.257 s 1.756
2022-11-18 05:48 R tpch arrow, parquet, memory_map=False, TPCH-03, scale_factor=0.1, R 0.343 s 1.803
2022-11-18 05:48 R tpch arrow, native, memory_map=False, TPCH-03, scale_factor=1, R 0.352 s 2.034
2022-11-18 05:48 R tpch arrow, parquet, memory_map=False, TPCH-03, scale_factor=1, R 0.739 s 1.785
2022-11-18 05:53 R tpch arrow, native, memory_map=False, TPCH-03, scale_factor=10, R 1.260 s 1.667
2022-11-18 05:54 R tpch arrow, parquet, memory_map=False, TPCH-03, scale_factor=10, R 7.285 s 1.035
2022-11-18 05:59 R tpch arrow, native, memory_map=False, TPCH-04, scale_factor=10, R 1.229 s 1.471
2022-11-18 05:54 R tpch arrow, parquet, memory_map=False, TPCH-04, scale_factor=0.01, R 0.267 s 2.261
2022-11-18 05:55 R tpch arrow, native, memory_map=False, TPCH-04, scale_factor=1, R 0.323 s 2.051
2022-11-18 05:55 R tpch arrow, parquet, memory_map=False, TPCH-04, scale_factor=1, R 0.425 s 1.458
2022-11-18 05:54 R tpch arrow, parquet, memory_map=False, TPCH-04, scale_factor=0.1, R 0.280 s 2.418
2022-11-18 05:54 R tpch arrow, native, memory_map=False, TPCH-04, scale_factor=0.01, R 0.220 s 1.926
2022-11-18 05:54 R tpch arrow, native, memory_map=False, TPCH-04, scale_factor=0.1, R 0.227 s 2.270
2022-11-18 06:00 R tpch arrow, parquet, memory_map=False, TPCH-04, scale_factor=10, R 3.525 s 1.600
2022-11-18 06:00 R tpch arrow, native, memory_map=False, TPCH-05, scale_factor=0.01, R 0.282 s 1.977
2022-11-18 06:00 R tpch arrow, parquet, memory_map=False, TPCH-05, scale_factor=0.01, R 0.355 s 2.114
2022-11-18 06:00 R tpch arrow, native, memory_map=False, TPCH-05, scale_factor=0.1, R 0.293 s 1.905
2022-11-18 06:00 R tpch arrow, parquet, memory_map=False, TPCH-05, scale_factor=0.1, R 0.407 s 1.747
2022-11-18 06:01 R tpch arrow, native, memory_map=False, TPCH-05, scale_factor=1, R 0.367 s 1.760
2022-11-18 06:01 R tpch arrow, parquet, memory_map=False, TPCH-05, scale_factor=1, R 0.809 s 1.935
2022-11-18 07:46 R tpch arrow, parquet, memory_map=False, TPCH-22, scale_factor=1, R 0.629 s 2.663
2022-11-18 07:35 R tpch arrow, parquet, memory_map=False, TPCH-21, scale_factor=0.1, R 0.924 s 1.143
2022-11-18 07:48 R tpch arrow, parquet, memory_map=False, TPCH-22, scale_factor=10, R 11.080 s 0.269
2022-11-18 07:45 R tpch arrow, parquet, memory_map=False, TPCH-21, scale_factor=10, R 52.682 s 0.403
2022-11-18 07:46 R tpch arrow, parquet, memory_map=False, TPCH-22, scale_factor=0.01, R 0.275 s 2.401
2022-11-18 07:46 R tpch arrow, parquet, memory_map=False, TPCH-22, scale_factor=0.1, R 0.312 s 2.308
2022-11-18 06:06 R tpch arrow, parquet, memory_map=False, TPCH-05, scale_factor=10, R 8.065 s 1.564
2022-11-18 06:05 R tpch arrow, native, memory_map=False, TPCH-05, scale_factor=10, R 0.882 s 1.409
2022-11-18 06:06 R tpch arrow, parquet, memory_map=False, TPCH-06, scale_factor=0.01, R 0.236 s 2.365
2022-11-18 06:06 R tpch arrow, native, memory_map=False, TPCH-06, scale_factor=0.01, R 0.180 s 2.229
2022-11-18 06:06 R tpch arrow, native, memory_map=False, TPCH-06, scale_factor=0.1, R 0.181 s 2.200
2022-11-18 06:07 R tpch arrow, parquet, memory_map=False, TPCH-06, scale_factor=0.1, R 0.277 s 2.201
2022-11-18 06:11 R tpch arrow, parquet, memory_map=False, TPCH-07, scale_factor=0.01, R 0.379 s 2.319
2022-11-18 06:13 R tpch arrow, parquet, memory_map=False, TPCH-07, scale_factor=1, R 0.831 s 1.976
2022-11-18 06:11 R tpch arrow, native, memory_map=False, TPCH-07, scale_factor=0.01, R 0.314 s 2.003
2022-11-18 06:12 R tpch arrow, native, memory_map=False, TPCH-07, scale_factor=0.1, R 0.322 s 1.735
2022-11-18 06:07 R tpch arrow, native, memory_map=False, TPCH-06, scale_factor=1, R 0.209 s 2.321
2022-11-18 06:11 R tpch arrow, parquet, memory_map=False, TPCH-06, scale_factor=10, R 5.002 s 1.181
2022-11-18 06:12 R tpch arrow, parquet, memory_map=False, TPCH-07, scale_factor=0.1, R 0.425 s 2.123
2022-11-18 06:12 R tpch arrow, native, memory_map=False, TPCH-07, scale_factor=1, R 0.400 s 1.884
2022-11-18 06:07 R tpch arrow, parquet, memory_map=False, TPCH-06, scale_factor=1, R 0.659 s 1.984
2022-11-18 06:11 R tpch arrow, native, memory_map=False, TPCH-06, scale_factor=10, R 0.489 s 1.176
2022-11-18 06:17 R tpch arrow, native, memory_map=False, TPCH-07, scale_factor=10, R 1.048 s 1.403
2022-11-18 06:17 R tpch arrow, parquet, memory_map=False, TPCH-07, scale_factor=10, R 8.587 s 1.347
2022-11-18 06:18 R tpch arrow, native, memory_map=False, TPCH-08, scale_factor=0.01, R 0.357 s 1.802
2022-11-18 06:18 R tpch arrow, parquet, memory_map=False, TPCH-08, scale_factor=0.01, R 0.433 s 2.482
2022-11-18 06:18 R tpch arrow, native, memory_map=False, TPCH-08, scale_factor=0.1, R 0.365 s 1.928
2022-11-18 06:18 R tpch arrow, parquet, memory_map=False, TPCH-08, scale_factor=0.1, R 0.484 s 2.115
2022-11-18 06:19 R tpch arrow, native, memory_map=False, TPCH-08, scale_factor=1, R 0.408 s 1.854
2022-11-18 06:19 R tpch arrow, parquet, memory_map=False, TPCH-08, scale_factor=1, R 0.876 s 2.154
2022-11-18 06:23 R tpch arrow, native, memory_map=False, TPCH-08, scale_factor=10, R 0.785 s 1.314
2022-11-18 06:24 R tpch arrow, native, memory_map=False, TPCH-09, scale_factor=0.01, R 0.296 s 2.306
2022-11-18 06:24 R tpch arrow, parquet, memory_map=False, TPCH-08, scale_factor=10, R 10.038 s 1.164
2022-11-18 06:25 R tpch arrow, parquet, memory_map=False, TPCH-09, scale_factor=0.1, R 0.425 s 2.681
2022-11-18 06:24 R tpch arrow, parquet, memory_map=False, TPCH-09, scale_factor=0.01, R 0.364 s 2.499
2022-11-18 06:25 R tpch arrow, native, memory_map=False, TPCH-09, scale_factor=0.1, R 0.327 s 2.080
2022-11-18 06:25 R tpch arrow, native, memory_map=False, TPCH-09, scale_factor=1, R 0.524 s 0.233
2022-11-18 06:32 R tpch arrow, parquet, memory_map=False, TPCH-10, scale_factor=0.1, R 0.390 s 1.955
2022-11-18 06:25 R tpch arrow, parquet, memory_map=False, TPCH-09, scale_factor=1, R 0.975 s 1.343
2022-11-18 06:38 R tpch arrow, native, memory_map=False, TPCH-11, scale_factor=0.1, R 0.266 s 1.128
2022-11-18 06:40 R tpch arrow, parquet, memory_map=False, TPCH-12, scale_factor=0.1, R 0.458 s 2.386
2022-11-18 06:48 R tpch arrow, parquet, memory_map=False, TPCH-12, scale_factor=10, R 35.295 s -1.011
2022-11-18 06:32 R tpch arrow, parquet, memory_map=False, TPCH-10, scale_factor=1, R 0.817 s 1.492
2022-11-18 06:38 R tpch arrow, parquet, memory_map=False, TPCH-11, scale_factor=0.01, R 0.299 s 2.532
2022-11-18 06:30 R tpch arrow, native, memory_map=False, TPCH-09, scale_factor=10, R 1.334 s 1.000
2022-11-18 06:38 R tpch arrow, parquet, memory_map=False, TPCH-11, scale_factor=0.1, R 0.363 s 2.471
2022-11-18 06:40 R tpch arrow, native, memory_map=False, TPCH-12, scale_factor=0.01, R 0.227 s 2.351
2022-11-18 06:46 R tpch arrow, native, memory_map=False, TPCH-12, scale_factor=10, R 3.568 s 0.359
2022-11-18 06:48 R tpch arrow, native, memory_map=False, TPCH-13, scale_factor=0.1, R 0.378 s 2.486
2022-11-18 07:06 R tpch arrow, native, memory_map=False, TPCH-17, scale_factor=0.1, R 0.248 s 2.244
2022-11-18 07:27 R tpch arrow, parquet, memory_map=False, TPCH-20, scale_factor=0.1, R 0.484 s 2.251
2022-11-18 06:38 R tpch arrow, native, memory_map=False, TPCH-11, scale_factor=1, R 0.387 s 1.088
2022-11-18 06:39 R tpch arrow, native, memory_map=False, TPCH-11, scale_factor=10, R 1.068 s 0.637
2022-11-18 06:31 R tpch arrow, parquet, memory_map=False, TPCH-09, scale_factor=10, R 11.462 s 0.840
2022-11-18 06:40 R tpch arrow, parquet, memory_map=False, TPCH-12, scale_factor=0.01, R 0.292 s 2.541
2022-11-18 06:31 R tpch arrow, parquet, memory_map=False, TPCH-10, scale_factor=0.01, R 0.341 s 2.052
2022-11-18 06:32 R tpch arrow, native, memory_map=False, TPCH-10, scale_factor=0.1, R 0.287 s 1.892
2022-11-18 06:38 R tpch arrow, native, memory_map=False, TPCH-11, scale_factor=0.01, R 0.233 s 2.351
2022-11-18 06:52 R tpch arrow, native, memory_map=False, TPCH-14, scale_factor=1, R 0.531 s 1.892
2022-11-18 06:59 R tpch arrow, native, memory_map=False, TPCH-15, scale_factor=1, R 0.280 s 1.899
2022-11-18 07:10 R tpch arrow, native, memory_map=False, TPCH-17, scale_factor=10, R 0.906 s 1.081
2022-11-18 06:32 R tpch arrow, native, memory_map=False, TPCH-10, scale_factor=1, R 0.372 s 1.986
2022-11-18 06:40 R tpch arrow, parquet, memory_map=False, TPCH-11, scale_factor=10, R 10.666 s 0.749
2022-11-18 06:40 R tpch arrow, native, memory_map=False, TPCH-12, scale_factor=0.1, R 0.351 s 2.126
2022-11-18 06:37 R tpch arrow, native, memory_map=False, TPCH-10, scale_factor=10, R 1.145 s 1.563
2022-11-18 06:41 R tpch arrow, native, memory_map=False, TPCH-12, scale_factor=1, R 0.636 s 1.150
2022-11-18 07:07 R tpch arrow, native, memory_map=False, TPCH-17, scale_factor=1, R 0.302 s 2.244
2022-11-18 07:13 R tpch arrow, parquet, memory_map=False, TPCH-18, scale_factor=0.1, R 0.316 s 2.320
2022-11-18 07:13 R tpch arrow, native, memory_map=False, TPCH-18, scale_factor=1, R 0.490 s 1.281
2022-11-18 07:19 R tpch arrow, parquet, memory_map=False, TPCH-19, scale_factor=0.01, R 0.367 s 2.393
2022-11-18 06:31 R tpch arrow, native, memory_map=False, TPCH-10, scale_factor=0.01, R 0.279 s 1.935
2022-11-18 06:50 R tpch arrow, native, memory_map=False, TPCH-13, scale_factor=10, R 4.600 s 1.114
2022-11-18 06:51 R tpch arrow, parquet, memory_map=False, TPCH-14, scale_factor=0.01, R 0.304 s 2.243
2022-11-18 07:04 R tpch arrow, parquet, memory_map=False, TPCH-16, scale_factor=1, R 0.791 s 2.198
2022-11-18 07:06 R tpch arrow, native, memory_map=False, TPCH-17, scale_factor=0.01, R 0.243 s 1.885
2022-11-18 07:19 R tpch arrow, native, memory_map=False, TPCH-19, scale_factor=0.01, R 0.293 s 2.249
2022-11-18 07:32 R tpch arrow, native, memory_map=False, TPCH-20, scale_factor=10, R 0.892 s 1.415
2022-11-18 06:37 R tpch arrow, parquet, memory_map=False, TPCH-10, scale_factor=10, R 9.175 s 0.240
2022-11-18 06:38 R tpch arrow, parquet, memory_map=False, TPCH-11, scale_factor=1, R 0.802 s 1.933
2022-11-18 06:52 R tpch arrow, parquet, memory_map=False, TPCH-14, scale_factor=1, R 2.497 s 1.664
2022-11-18 07:02 R tpch arrow, native, memory_map=False, TPCH-15, scale_factor=10, R 0.810 s 1.023
2022-11-18 07:04 R tpch arrow, parquet, memory_map=False, TPCH-16, scale_factor=0.1, R 0.351 s 2.116
2022-11-18 07:06 R tpch arrow, parquet, memory_map=False, TPCH-17, scale_factor=0.01, R 0.313 s 2.028
2022-11-18 07:12 R tpch arrow, parquet, memory_map=False, TPCH-17, scale_factor=10, R 31.367 s -0.139
2022-11-18 07:13 R tpch arrow, native, memory_map=False, TPCH-18, scale_factor=0.1, R 0.241 s 1.973
2022-11-18 06:56 R tpch arrow, native, memory_map=False, TPCH-14, scale_factor=10, R 2.305 s -0.087
2022-11-18 07:03 R tpch arrow, native, memory_map=False, TPCH-16, scale_factor=0.01, R 0.222 s 1.592
2022-11-18 07:03 R tpch arrow, parquet, memory_map=False, TPCH-16, scale_factor=0.01, R 0.276 s 2.399
2022-11-18 07:21 R tpch arrow, parquet, memory_map=False, TPCH-19, scale_factor=1, R 2.994 s 1.607
2022-11-18 07:27 R tpch arrow, parquet, memory_map=False, TPCH-20, scale_factor=0.01, R 0.367 s 2.480
2022-11-18 07:27 R tpch arrow, native, memory_map=False, TPCH-20, scale_factor=0.1, R 0.292 s 1.980
2022-11-18 07:35 R tpch arrow, native, memory_map=False, TPCH-21, scale_factor=1, R 3.489 s 0.651
2022-11-18 06:41 R tpch arrow, parquet, memory_map=False, TPCH-12, scale_factor=1, R 3.049 s 1.952
2022-11-18 06:48 R tpch arrow, parquet, memory_map=False, TPCH-13, scale_factor=0.01, R 0.267 s 2.268
2022-11-18 06:49 R tpch arrow, native, memory_map=False, TPCH-13, scale_factor=1, R 0.790 s 0.833
2022-11-18 06:51 R tpch arrow, native, memory_map=False, TPCH-14, scale_factor=0.1, R 0.265 s 2.228
2022-11-18 06:58 R tpch arrow, parquet, memory_map=False, TPCH-14, scale_factor=10, R 28.609 s -0.394
2022-11-18 07:05 R tpch arrow, parquet, memory_map=False, TPCH-16, scale_factor=10, R 11.448 s 1.299
2022-11-18 07:18 R tpch arrow, native, memory_map=False, TPCH-18, scale_factor=10, R 4.333 s 1.104
2022-11-18 07:20 R tpch arrow, native, memory_map=False, TPCH-19, scale_factor=0.1, R 0.478 s 2.007
2022-11-18 07:20 R tpch arrow, parquet, memory_map=False, TPCH-19, scale_factor=0.1, R 0.561 s 1.822
2022-11-18 06:48 R tpch arrow, native, memory_map=False, TPCH-13, scale_factor=0.01, R 0.206 s 1.604
2022-11-18 06:51 R tpch arrow, parquet, memory_map=False, TPCH-13, scale_factor=10, R 15.387 s 0.901
2022-11-18 06:51 R tpch arrow, native, memory_map=False, TPCH-14, scale_factor=0.01, R 0.235 s 1.813
2022-11-18 07:05 R tpch arrow, native, memory_map=False, TPCH-16, scale_factor=10, R 1.089 s 1.046
2022-11-18 07:19 R tpch arrow, parquet, memory_map=False, TPCH-18, scale_factor=10, R 13.119 s 1.827
2022-11-18 06:48 R tpch arrow, parquet, memory_map=False, TPCH-13, scale_factor=0.1, R 0.500 s 2.046
2022-11-18 06:58 R tpch arrow, native, memory_map=False, TPCH-15, scale_factor=0.01, R 0.231 s 1.995
2022-11-18 06:58 R tpch arrow, native, memory_map=False, TPCH-15, scale_factor=0.1, R 0.232 s 2.217
2022-11-18 06:59 R tpch arrow, parquet, memory_map=False, TPCH-15, scale_factor=1, R 0.756 s 1.683
2022-11-18 07:03 R tpch arrow, parquet, memory_map=False, TPCH-15, scale_factor=10, R 6.010 s 1.262
2022-11-18 07:34 R tpch arrow, parquet, memory_map=False, TPCH-21, scale_factor=0.01, R 0.500 s 1.912
2022-11-18 06:49 R tpch arrow, parquet, memory_map=False, TPCH-13, scale_factor=1, R 1.201 s 1.865
2022-11-18 06:52 R tpch arrow, parquet, memory_map=False, TPCH-14, scale_factor=0.1, R 0.439 s 2.117
2022-11-18 06:58 R tpch arrow, parquet, memory_map=False, TPCH-15, scale_factor=0.01, R 0.290 s 2.129
2022-11-18 06:58 R tpch arrow, parquet, memory_map=False, TPCH-15, scale_factor=0.1, R 0.332 s 2.121
2022-11-18 07:03 R tpch arrow, native, memory_map=False, TPCH-16, scale_factor=0.1, R 0.248 s 2.241
2022-11-18 07:04 R tpch arrow, native, memory_map=False, TPCH-16, scale_factor=1, R 0.375 s 1.884
2022-11-18 07:06 R tpch arrow, parquet, memory_map=False, TPCH-17, scale_factor=0.1, R 0.440 s 1.965
2022-11-18 07:07 R tpch arrow, parquet, memory_map=False, TPCH-17, scale_factor=1, R 2.666 s 2.087
2022-11-18 07:12 R tpch arrow, native, memory_map=False, TPCH-18, scale_factor=0.01, R 0.222 s 1.668
2022-11-18 07:13 R tpch arrow, parquet, memory_map=False, TPCH-18, scale_factor=0.01, R 0.284 s 1.990
2022-11-18 07:14 R tpch arrow, parquet, memory_map=False, TPCH-18, scale_factor=1, R 0.723 s 1.141
2022-11-18 07:20 R tpch arrow, native, memory_map=False, TPCH-19, scale_factor=1, R 1.123 s 1.090
2022-11-18 07:27 R tpch arrow, native, memory_map=False, TPCH-20, scale_factor=1, R 0.344 s 1.681
2022-11-18 07:28 R tpch arrow, parquet, memory_map=False, TPCH-20, scale_factor=1, R 3.303 s 2.645
2022-11-18 07:34 R tpch arrow, parquet, memory_map=False, TPCH-20, scale_factor=10, R 36.441 s 0.797
2022-11-18 07:25 R tpch arrow, native, memory_map=False, TPCH-19, scale_factor=10, R 8.405 s 1.151
2022-11-18 07:47 R tpch arrow, native, memory_map=False, TPCH-22, scale_factor=10, R 0.375 s 2.200
2022-11-18 07:45 R tpch arrow, native, memory_map=False, TPCH-22, scale_factor=0.01, R 0.217 s 2.147
2022-11-18 07:46 R tpch arrow, native, memory_map=False, TPCH-22, scale_factor=0.1, R 0.222 s 2.071
2022-11-18 07:26 R tpch arrow, parquet, memory_map=False, TPCH-19, scale_factor=10, R 30.621 s 0.396
2022-11-18 07:46 R tpch arrow, native, memory_map=False, TPCH-22, scale_factor=1, R 0.251 s 2.287
2022-11-18 07:26 R tpch arrow, native, memory_map=False, TPCH-20, scale_factor=0.01, R 0.289 s 2.002
2022-11-18 07:34 R tpch arrow, native, memory_map=False, TPCH-21, scale_factor=0.1, R 0.797 s 1.289
2022-11-18 07:34 R tpch arrow, native, memory_map=False, TPCH-21, scale_factor=0.01, R 0.420 s 1.425