Benchmarks
Date Lang Batch Benchmark Mean Z-Score Error
2022-11-09 15:26 R tpch arrow, parquet, memory_map=False, TPCH-16, scale_factor=1, R 1.026 s -1.492
2022-11-09 15:25 R tpch arrow, parquet, memory_map=False, TPCH-16, scale_factor=0.1, R 0.398 s -1.028
2022-11-09 14:06 R tpch arrow, native, memory_map=False, TPCH-03, scale_factor=0.1, R 0.277 s -0.181
2022-11-09 14:07 R tpch arrow, native, memory_map=False, TPCH-03, scale_factor=1, R 0.377 s -0.273
2022-11-09 14:07 R tpch arrow, parquet, memory_map=False, TPCH-03, scale_factor=0.1, R 0.392 s -0.870
2022-11-09 14:07 R tpch arrow, parquet, memory_map=False, TPCH-03, scale_factor=1, R 0.905 s -2.520
2022-11-09 13:59 R tpch arrow, native, memory_map=False, TPCH-01, scale_factor=0.1, R 0.242 s -0.684
2022-11-09 13:59 R tpch arrow, parquet, memory_map=False, TPCH-01, scale_factor=1, R 0.951 s -3.209
2022-11-09 14:06 R tpch arrow, native, memory_map=False, TPCH-03, scale_factor=0.01, R 0.269 s -0.226
2022-11-09 13:59 R tpch arrow, native, memory_map=False, TPCH-01, scale_factor=1, R 0.350 s -0.911
2022-11-09 14:05 R tpch arrow, native, memory_map=False, TPCH-02, scale_factor=1, R 0.411 s -0.148
2022-11-09 14:03 R tpch arrow, native, memory_map=False, TPCH-01, scale_factor=10, R 1.404 s -0.258
2022-11-09 14:04 R tpch arrow, parquet, memory_map=False, TPCH-01, scale_factor=10, R 6.149 s -2.419
2022-11-09 13:58 R tpch arrow, parquet, memory_map=False, TPCH-01, scale_factor=0.01, R 0.319 s -1.234
2022-11-09 14:04 R tpch arrow, native, memory_map=False, TPCH-02, scale_factor=0.1, R 0.331 s 0.068
2022-11-09 14:05 R tpch arrow, parquet, memory_map=False, TPCH-02, scale_factor=1, R 0.548 s -0.439
2022-11-09 14:06 R tpch arrow, parquet, memory_map=False, TPCH-02, scale_factor=10, R 1.523 s -2.260
2022-11-09 14:12 R tpch arrow, native, memory_map=False, TPCH-03, scale_factor=10, R 1.329 s -0.958
2022-11-09 13:58 R tpch arrow, native, memory_map=False, TPCH-01, scale_factor=0.01, R 0.234 s -0.758
2022-11-09 13:59 R tpch arrow, parquet, memory_map=False, TPCH-01, scale_factor=0.1, R 0.390 s -1.499
2022-11-09 14:04 R tpch arrow, native, memory_map=False, TPCH-02, scale_factor=0.01, R 0.321 s 0.077
2022-11-09 14:06 R tpch arrow, parquet, memory_map=False, TPCH-03, scale_factor=0.01, R 0.345 s -0.856
2022-11-09 14:12 R tpch arrow, parquet, memory_map=False, TPCH-03, scale_factor=10, R 7.994 s -1.406
2022-11-09 14:04 R tpch arrow, parquet, memory_map=False, TPCH-02, scale_factor=0.01, R 0.409 s -0.535
2022-11-09 14:04 R tpch arrow, parquet, memory_map=False, TPCH-02, scale_factor=0.1, R 0.423 s -0.494
2022-11-09 14:06 R tpch arrow, native, memory_map=False, TPCH-02, scale_factor=10, R 0.916 s -0.260
2022-11-09 14:19 R tpch arrow, native, memory_map=False, TPCH-05, scale_factor=0.1, R 0.307 s 0.179
2022-11-09 14:19 R tpch arrow, parquet, memory_map=False, TPCH-05, scale_factor=0.1, R 0.436 s -0.058
2022-11-09 14:13 R tpch arrow, native, memory_map=False, TPCH-04, scale_factor=0.1, R 0.240 s 0.103
2022-11-09 14:20 R tpch arrow, parquet, memory_map=False, TPCH-05, scale_factor=1, R 0.918 s -1.053
2022-11-09 14:25 R tpch arrow, native, memory_map=False, TPCH-06, scale_factor=0.01, R 0.192 s -0.039
2022-11-09 14:13 R tpch arrow, parquet, memory_map=False, TPCH-04, scale_factor=0.01, R 0.303 s -0.518
2022-11-09 14:18 R tpch arrow, native, memory_map=False, TPCH-04, scale_factor=10, R 1.270 s -0.513
2022-11-09 14:19 R tpch arrow, native, memory_map=False, TPCH-05, scale_factor=0.01, R 0.297 s 0.219
2022-11-09 14:19 R tpch arrow, parquet, memory_map=False, TPCH-05, scale_factor=0.01, R 0.384 s -0.015
2022-11-09 14:24 R tpch arrow, native, memory_map=False, TPCH-05, scale_factor=10, R 0.904 s 0.115
2022-11-09 14:25 R tpch arrow, parquet, memory_map=False, TPCH-06, scale_factor=0.01, R 0.276 s -0.957
2022-11-09 14:14 R tpch arrow, parquet, memory_map=False, TPCH-04, scale_factor=1, R 0.484 s -1.007
2022-11-09 14:13 R tpch arrow, parquet, memory_map=False, TPCH-04, scale_factor=0.1, R 0.316 s -0.276
2022-11-09 14:14 R tpch arrow, native, memory_map=False, TPCH-04, scale_factor=1, R 0.338 s -0.074
2022-11-09 14:13 R tpch arrow, native, memory_map=False, TPCH-04, scale_factor=0.01, R 0.232 s 0.085
2022-11-09 14:20 R tpch arrow, native, memory_map=False, TPCH-05, scale_factor=1, R 0.378 s 0.342
2022-11-09 14:25 R tpch arrow, parquet, memory_map=False, TPCH-05, scale_factor=10, R 8.380 s -1.180
2022-11-09 14:26 R tpch arrow, parquet, memory_map=False, TPCH-06, scale_factor=1, R 0.792 s -1.006
2022-11-09 14:32 R tpch arrow, parquet, memory_map=False, TPCH-07, scale_factor=1, R 0.979 s -2.069
2022-11-09 14:18 R tpch arrow, parquet, memory_map=False, TPCH-04, scale_factor=10, R 3.562 s 0.127
2022-11-09 14:26 R tpch arrow, native, memory_map=False, TPCH-06, scale_factor=0.1, R 0.193 s -0.080
2022-11-09 14:26 R tpch arrow, native, memory_map=False, TPCH-06, scale_factor=1, R 0.222 s 0.043
2022-11-09 14:26 R tpch arrow, parquet, memory_map=False, TPCH-06, scale_factor=0.1, R 0.319 s -0.685
2022-11-09 14:31 R tpch arrow, native, memory_map=False, TPCH-07, scale_factor=0.01, R 0.327 s 0.172
2022-11-09 14:31 R tpch arrow, parquet, memory_map=False, TPCH-07, scale_factor=0.01, R 0.414 s -0.168
2022-11-09 14:31 R tpch arrow, native, memory_map=False, TPCH-07, scale_factor=0.1, R 0.333 s 0.172
2022-11-09 14:44 R tpch arrow, parquet, memory_map=False, TPCH-08, scale_factor=10, R 10.316 s -1.029
2022-11-09 14:44 R tpch arrow, native, memory_map=False, TPCH-09, scale_factor=0.1, R 0.344 s 0.215
2022-11-09 14:31 R tpch arrow, parquet, memory_map=False, TPCH-07, scale_factor=0.1, R 0.467 s -0.368
2022-11-09 14:32 R tpch arrow, native, memory_map=False, TPCH-07, scale_factor=1, R 0.418 s 0.025
2022-11-09 14:37 R tpch arrow, parquet, memory_map=False, TPCH-08, scale_factor=0.01, R 0.469 s -0.009
2022-11-09 14:30 R tpch arrow, parquet, memory_map=False, TPCH-06, scale_factor=10, R 5.598 s -1.954
2022-11-09 14:30 R tpch arrow, native, memory_map=False, TPCH-06, scale_factor=10, R 0.494 s -0.168
2022-11-09 14:44 R tpch arrow, parquet, memory_map=False, TPCH-09, scale_factor=0.01, R 0.404 s -0.174
2022-11-09 14:45 R tpch arrow, parquet, memory_map=False, TPCH-09, scale_factor=1, R 1.107 s -1.815
2022-11-09 14:37 R tpch arrow, parquet, memory_map=False, TPCH-07, scale_factor=10, R 8.874 s -0.974
2022-11-09 14:37 R tpch arrow, native, memory_map=False, TPCH-08, scale_factor=0.01, R 0.368 s 0.372
2022-11-09 14:38 R tpch arrow, parquet, memory_map=False, TPCH-08, scale_factor=0.1, R 0.519 s -0.045
2022-11-09 14:52 R tpch arrow, native, memory_map=False, TPCH-10, scale_factor=1, R 0.389 s 0.145
2022-11-09 14:36 R tpch arrow, native, memory_map=False, TPCH-07, scale_factor=10, R 1.074 s 0.067
2022-11-09 14:50 R tpch arrow, native, memory_map=False, TPCH-09, scale_factor=10, R 1.352 s 0.473
2022-11-09 14:39 R tpch arrow, parquet, memory_map=False, TPCH-08, scale_factor=1, R 1.004 s -1.314
2022-11-09 14:43 R tpch arrow, native, memory_map=False, TPCH-08, scale_factor=10, R 0.799 s 0.257
2022-11-09 14:44 R tpch arrow, native, memory_map=False, TPCH-09, scale_factor=0.01, R 0.315 s 0.122
2022-11-09 14:51 R tpch arrow, parquet, memory_map=False, TPCH-09, scale_factor=10, R 11.735 s -1.001
2022-11-09 14:38 R tpch arrow, native, memory_map=False, TPCH-08, scale_factor=0.1, R 0.378 s 0.292
2022-11-09 14:38 R tpch arrow, native, memory_map=False, TPCH-08, scale_factor=1, R 0.420 s 0.312
2022-11-09 14:51 R tpch arrow, native, memory_map=False, TPCH-10, scale_factor=0.01, R 0.294 s 0.157
2022-11-09 14:52 R tpch arrow, parquet, memory_map=False, TPCH-10, scale_factor=0.1, R 0.434 s -0.701
2022-11-09 14:53 R tpch arrow, parquet, memory_map=False, TPCH-10, scale_factor=1, R 0.959 s -1.878
2022-11-09 14:58 R tpch arrow, parquet, memory_map=False, TPCH-11, scale_factor=0.01, R 0.333 s -0.345
2022-11-09 14:45 R tpch arrow, native, memory_map=False, TPCH-09, scale_factor=1, R 0.526 s 0.142
2022-11-09 14:51 R tpch arrow, parquet, memory_map=False, TPCH-10, scale_factor=0.01, R 0.374 s -0.292
2022-11-09 14:58 R tpch arrow, parquet, memory_map=False, TPCH-10, scale_factor=10, R 9.257 s -0.252
2022-11-09 14:45 R tpch arrow, parquet, memory_map=False, TPCH-09, scale_factor=0.1, R 0.466 s -0.136
2022-11-09 14:58 R tpch arrow, parquet, memory_map=False, TPCH-11, scale_factor=0.1, R 0.410 s -0.200
2022-11-09 15:00 R tpch arrow, parquet, memory_map=False, TPCH-11, scale_factor=10, R 10.694 s -0.101
2022-11-09 14:52 R tpch arrow, native, memory_map=False, TPCH-10, scale_factor=0.1, R 0.300 s 0.194
2022-11-09 14:57 R tpch arrow, native, memory_map=False, TPCH-10, scale_factor=10, R 1.171 s -0.006
2022-11-09 14:58 R tpch arrow, native, memory_map=False, TPCH-11, scale_factor=0.01, R 0.247 s 0.083
2022-11-09 15:01 R tpch arrow, native, memory_map=False, TPCH-12, scale_factor=0.1, R 0.365 s -0.176
2022-11-09 14:58 R tpch arrow, native, memory_map=False, TPCH-11, scale_factor=0.1, R 0.272 s 0.249
2022-11-09 15:01 R tpch arrow, parquet, memory_map=False, TPCH-12, scale_factor=0.1, R 0.525 s -1.643
2022-11-09 15:00 R tpch arrow, native, memory_map=False, TPCH-11, scale_factor=10, R 1.069 s 0.935
2022-11-09 15:02 R tpch arrow, native, memory_map=False, TPCH-12, scale_factor=1, R 0.647 s -0.331
2022-11-09 14:59 R tpch arrow, native, memory_map=False, TPCH-11, scale_factor=1, R 0.402 s -0.393
2022-11-09 14:59 R tpch arrow, parquet, memory_map=False, TPCH-11, scale_factor=1, R 1.142 s -1.335
2022-11-09 15:02 R tpch arrow, parquet, memory_map=False, TPCH-12, scale_factor=1, R 3.081 s -0.255
2022-11-09 15:00 R tpch arrow, native, memory_map=False, TPCH-12, scale_factor=0.01, R 0.244 s -0.429
2022-11-09 15:01 R tpch arrow, parquet, memory_map=False, TPCH-12, scale_factor=0.01, R 0.330 s -0.484
2022-11-09 15:06 R tpch arrow, native, memory_map=False, TPCH-12, scale_factor=10, R 3.573 s 0.003
2022-11-09 15:09 R tpch arrow, parquet, memory_map=False, TPCH-13, scale_factor=0.1, R 0.556 s -1.152
2022-11-09 15:09 R tpch arrow, native, memory_map=False, TPCH-13, scale_factor=0.01, R 0.222 s -0.246
2022-11-09 15:08 R tpch arrow, parquet, memory_map=False, TPCH-12, scale_factor=10, R 35.074 s 1.359
2022-11-09 15:12 R tpch arrow, parquet, memory_map=False, TPCH-13, scale_factor=10, R 15.418 s 0.526
2022-11-09 15:09 R tpch arrow, parquet, memory_map=False, TPCH-13, scale_factor=0.01, R 0.308 s -0.737
2022-11-09 15:09 R tpch arrow, native, memory_map=False, TPCH-13, scale_factor=0.1, R 0.394 s 0.176
2022-11-09 15:10 R tpch arrow, parquet, memory_map=False, TPCH-13, scale_factor=1, R 1.389 s -2.129
2022-11-09 15:09 R tpch arrow, native, memory_map=False, TPCH-13, scale_factor=1, R 0.806 s -0.416
2022-11-09 15:11 R tpch arrow, native, memory_map=False, TPCH-13, scale_factor=10, R 4.664 s -0.293
2022-11-09 15:12 R tpch arrow, native, memory_map=False, TPCH-14, scale_factor=0.01, R 0.248 s -0.193
2022-11-09 15:12 R tpch arrow, parquet, memory_map=False, TPCH-14, scale_factor=0.01, R 0.342 s -0.622
2022-11-09 15:13 R tpch arrow, parquet, memory_map=False, TPCH-14, scale_factor=1, R 2.528 s -0.194
2022-11-09 15:13 R tpch arrow, native, memory_map=False, TPCH-14, scale_factor=1, R 0.554 s 0.018
2022-11-09 15:17 R tpch arrow, native, memory_map=False, TPCH-14, scale_factor=10, R 2.342 s -0.901
2022-11-09 15:20 R tpch arrow, native, memory_map=False, TPCH-15, scale_factor=1, R 0.291 s 0.107
2022-11-09 15:12 R tpch arrow, native, memory_map=False, TPCH-14, scale_factor=0.1, R 0.281 s -0.170
2022-11-09 15:13 R tpch arrow, parquet, memory_map=False, TPCH-14, scale_factor=0.1, R 0.528 s -1.450
2022-11-09 15:19 R tpch arrow, native, memory_map=False, TPCH-15, scale_factor=0.01, R 0.243 s 0.057
2022-11-09 15:20 R tpch arrow, parquet, memory_map=False, TPCH-15, scale_factor=0.1, R 0.371 s -0.516
2022-11-09 15:19 R tpch arrow, parquet, memory_map=False, TPCH-15, scale_factor=0.01, R 0.319 s -0.198
2022-11-09 15:19 R tpch arrow, native, memory_map=False, TPCH-15, scale_factor=0.1, R 0.246 s -0.021
2022-11-09 15:19 R tpch arrow, parquet, memory_map=False, TPCH-14, scale_factor=10, R 28.495 s 1.363
2022-11-09 15:20 R tpch arrow, parquet, memory_map=False, TPCH-15, scale_factor=1, R 0.910 s -1.290
2022-11-09 15:24 R tpch arrow, native, memory_map=False, TPCH-15, scale_factor=10, R 0.839 s -0.658
2022-11-09 15:25 R tpch arrow, parquet, memory_map=False, TPCH-16, scale_factor=0.01, R 0.315 s -0.694
2022-11-09 15:24 R tpch arrow, parquet, memory_map=False, TPCH-15, scale_factor=10, R 6.499 s -1.510
2022-11-09 15:25 R tpch arrow, native, memory_map=False, TPCH-16, scale_factor=0.01, R 0.236 s -0.149
2022-11-09 15:25 R tpch arrow, native, memory_map=False, TPCH-16, scale_factor=0.1, R 0.267 s -0.170
2022-11-09 15:25 R tpch arrow, native, memory_map=False, TPCH-16, scale_factor=1, R 0.398 s -0.151
2022-11-09 15:26 R tpch arrow, native, memory_map=False, TPCH-16, scale_factor=10, R 1.122 s 0.110
2022-11-09 15:27 R tpch arrow, parquet, memory_map=False, TPCH-16, scale_factor=10, R 11.499 s 0.110
2022-11-09 15:29 R tpch arrow, parquet, memory_map=False, TPCH-17, scale_factor=1, R 2.736 s -1.013
2022-11-09 15:27 R tpch arrow, native, memory_map=False, TPCH-17, scale_factor=0.01, R 0.259 s -0.233
2022-11-09 15:27 R tpch arrow, parquet, memory_map=False, TPCH-17, scale_factor=0.01, R 0.351 s -0.725
2022-11-09 15:28 R tpch arrow, native, memory_map=False, TPCH-17, scale_factor=0.1, R 0.267 s -0.185
2022-11-09 15:28 R tpch arrow, parquet, memory_map=False, TPCH-17, scale_factor=0.1, R 0.547 s -1.469
2022-11-09 15:28 R tpch arrow, native, memory_map=False, TPCH-17, scale_factor=1, R 0.317 s -0.043
2022-11-09 15:32 R tpch arrow, native, memory_map=False, TPCH-17, scale_factor=10, R 0.916 s -0.069
2022-11-09 15:35 R tpch arrow, parquet, memory_map=False, TPCH-18, scale_factor=0.01, R 0.321 s -0.655
2022-11-09 15:34 R tpch arrow, parquet, memory_map=False, TPCH-17, scale_factor=10, R 31.659 s -0.434
2022-11-09 15:35 R tpch arrow, native, memory_map=False, TPCH-18, scale_factor=0.1, R 0.258 s -0.168
2022-11-09 15:34 R tpch arrow, native, memory_map=False, TPCH-18, scale_factor=0.01, R 0.236 s -0.182
2022-11-09 15:35 R tpch arrow, parquet, memory_map=False, TPCH-18, scale_factor=0.1, R 0.366 s -1.019
2022-11-09 15:41 R tpch arrow, parquet, memory_map=False, TPCH-18, scale_factor=10, R 13.141 s -0.112
2022-11-09 15:40 R tpch arrow, native, memory_map=False, TPCH-18, scale_factor=10, R 4.378 s 0.439
2022-11-09 15:41 R tpch arrow, parquet, memory_map=False, TPCH-19, scale_factor=0.01, R 0.401 s -1.331
2022-11-09 15:36 R tpch arrow, parquet, memory_map=False, TPCH-18, scale_factor=1, R 0.883 s -3.021
2022-11-09 15:42 R tpch arrow, native, memory_map=False, TPCH-19, scale_factor=1, R 1.156 s -0.273
2022-11-09 15:41 R tpch arrow, native, memory_map=False, TPCH-19, scale_factor=0.01, R 0.306 s -0.815
2022-11-09 15:42 R tpch arrow, native, memory_map=False, TPCH-19, scale_factor=0.1, R 0.491 s -0.741
2022-11-09 15:35 R tpch arrow, native, memory_map=False, TPCH-18, scale_factor=1, R 0.503 s 0.322
2022-11-09 15:42 R tpch arrow, parquet, memory_map=False, TPCH-19, scale_factor=0.1, R 0.647 s -2.310
2022-11-09 15:43 R tpch arrow, parquet, memory_map=False, TPCH-19, scale_factor=1, R 3.035 s -0.045
2022-11-09 15:47 R tpch arrow, native, memory_map=False, TPCH-19, scale_factor=10, R 8.641 s 0.227
2022-11-09 15:49 R tpch arrow, native, memory_map=False, TPCH-20, scale_factor=0.1, R 0.305 s 0.087
2022-11-09 15:49 R tpch arrow, native, memory_map=False, TPCH-20, scale_factor=0.01, R 0.303 s 0.056
2022-11-09 15:49 R tpch arrow, parquet, memory_map=False, TPCH-19, scale_factor=10, R 30.681 s -0.220
2022-11-09 15:50 R tpch arrow, native, memory_map=False, TPCH-20, scale_factor=1, R 0.358 s -0.092
2022-11-09 15:49 R tpch arrow, parquet, memory_map=False, TPCH-20, scale_factor=0.01, R 0.411 s -0.715
2022-11-09 15:49 R tpch arrow, parquet, memory_map=False, TPCH-20, scale_factor=0.1, R 0.567 s -1.413
2022-11-09 15:50 R tpch arrow, parquet, memory_map=False, TPCH-20, scale_factor=1, R 3.363 s -1.497
2022-11-09 16:09 R tpch arrow, parquet, memory_map=False, TPCH-22, scale_factor=0.1, R 0.363 s -1.088
2022-11-09 15:57 R tpch arrow, native, memory_map=False, TPCH-21, scale_factor=0.1, R 0.817 s 0.129
2022-11-09 16:11 R tpch arrow, parquet, memory_map=False, TPCH-22, scale_factor=10, R 11.064 s 0.355
2022-11-09 15:59 R tpch arrow, parquet, memory_map=False, TPCH-21, scale_factor=1, R 5.034 s -0.230
2022-11-09 15:57 R tpch arrow, parquet, memory_map=False, TPCH-21, scale_factor=0.01, R 0.534 s -0.173
2022-11-09 15:58 R tpch arrow, native, memory_map=False, TPCH-21, scale_factor=1, R 3.519 s 0.403
2022-11-09 15:54 R tpch arrow, native, memory_map=False, TPCH-20, scale_factor=10, R 0.920 s -0.927
2022-11-09 15:57 R tpch arrow, native, memory_map=False, TPCH-21, scale_factor=0.01, R 0.428 s 0.285
2022-11-09 15:57 R tpch arrow, parquet, memory_map=False, TPCH-21, scale_factor=0.1, R 0.989 s -1.065
2022-11-09 15:57 R tpch arrow, parquet, memory_map=False, TPCH-20, scale_factor=10, R 36.664 s -0.523
2022-11-09 16:09 R tpch arrow, parquet, memory_map=False, TPCH-22, scale_factor=1, R 0.835 s -2.206
2022-11-09 16:09 R tpch arrow, native, memory_map=False, TPCH-22, scale_factor=0.1, R 0.238 s -0.238
2022-11-09 16:08 R tpch arrow, parquet, memory_map=False, TPCH-21, scale_factor=10, R 52.970 s -1.043
2022-11-09 16:10 R tpch arrow, native, memory_map=False, TPCH-22, scale_factor=10, R 0.390 s 0.213
2022-11-09 16:05 R tpch arrow, native, memory_map=False, TPCH-21, scale_factor=10, R 38.726 s -0.488
2022-11-09 16:09 R tpch arrow, parquet, memory_map=False, TPCH-22, scale_factor=0.01, R 0.312 s -0.515
2022-11-09 16:08 R tpch arrow, native, memory_map=False, TPCH-22, scale_factor=0.01, R 0.229 s 0.026
2022-11-09 16:09 R tpch arrow, native, memory_map=False, TPCH-22, scale_factor=1, R 0.267 s -0.210