Benchmarks
Date Lang Batch Benchmark Mean Z-Score Error
2022-11-16 06:34 R tpch arrow, native, memory_map=False, TPCH-01, scale_factor=10, R 1.408 s -0.680
2022-11-16 06:37 R tpch arrow, native, memory_map=False, TPCH-02, scale_factor=10, R 0.903 s 0.443
2022-11-16 06:23 R tpch arrow, parquet, memory_map=False, TPCH-01, scale_factor=0.1, R 0.349 s 0.485
2022-11-16 06:25 R tpch arrow, native, memory_map=False, TPCH-01, scale_factor=1, R 0.331 s 0.536
2022-11-16 06:25 R tpch arrow, parquet, memory_map=False, TPCH-01, scale_factor=1, R 0.793 s 0.283
2022-11-16 06:39 R tpch arrow, native, memory_map=False, TPCH-03, scale_factor=1, R 0.366 s 0.501
2022-11-16 06:38 R tpch arrow, native, memory_map=False, TPCH-03, scale_factor=0.01, R 0.263 s 0.152
2022-11-16 06:35 R tpch arrow, native, memory_map=False, TPCH-02, scale_factor=0.01, R 0.323 s -0.059
2022-11-16 06:38 R tpch arrow, native, memory_map=False, TPCH-03, scale_factor=0.1, R 0.268 s 0.437
2022-11-16 06:23 R tpch arrow, parquet, memory_map=False, TPCH-01, scale_factor=0.01, R 0.292 s 0.163
2022-11-16 06:22 R tpch arrow, native, memory_map=False, TPCH-01, scale_factor=0.01, R 0.221 s 0.351
2022-11-16 06:23 R tpch arrow, native, memory_map=False, TPCH-01, scale_factor=0.1, R 0.231 s 0.238
2022-11-16 06:35 R tpch arrow, parquet, memory_map=False, TPCH-01, scale_factor=10, R 5.494 s 0.504
2022-11-16 06:36 R tpch arrow, native, memory_map=False, TPCH-02, scale_factor=1, R 0.409 s -0.352
2022-11-16 06:36 R tpch arrow, native, memory_map=False, TPCH-02, scale_factor=0.1, R 0.329 s 0.426
2022-11-16 06:38 R tpch arrow, parquet, memory_map=False, TPCH-02, scale_factor=10, R 1.416 s 0.153
2022-11-16 06:35 R tpch arrow, parquet, memory_map=False, TPCH-02, scale_factor=0.01, R 0.397 s -0.084
2022-11-16 06:36 R tpch arrow, parquet, memory_map=False, TPCH-02, scale_factor=0.1, R 0.408 s 0.200
2022-11-16 06:36 R tpch arrow, parquet, memory_map=False, TPCH-02, scale_factor=1, R 0.540 s -0.376
2022-11-16 06:38 R tpch arrow, parquet, memory_map=False, TPCH-03, scale_factor=0.01, R 0.320 s 0.322
2022-11-16 06:38 R tpch arrow, parquet, memory_map=False, TPCH-03, scale_factor=0.1, R 0.369 s -0.053
2022-11-16 06:39 R tpch arrow, parquet, memory_map=False, TPCH-03, scale_factor=1, R 0.771 s 0.204
2022-11-16 06:45 R tpch arrow, parquet, memory_map=False, TPCH-03, scale_factor=10, R 7.342 s 0.703
2022-11-16 06:44 R tpch arrow, native, memory_map=False, TPCH-03, scale_factor=10, R 1.277 s 0.874
2022-11-16 06:45 R tpch arrow, native, memory_map=False, TPCH-04, scale_factor=0.01, R 0.235 s -0.430
2022-11-16 06:45 R tpch arrow, parquet, memory_map=False, TPCH-04, scale_factor=0.1, R 0.311 s -0.011
2022-11-16 06:45 R tpch arrow, parquet, memory_map=False, TPCH-04, scale_factor=0.01, R 0.295 s -0.049
2022-11-16 06:45 R tpch arrow, native, memory_map=False, TPCH-04, scale_factor=0.1, R 0.240 s 0.184
2022-11-16 06:46 R tpch arrow, native, memory_map=False, TPCH-04, scale_factor=1, R 0.336 s 0.104
2022-11-16 06:46 R tpch arrow, parquet, memory_map=False, TPCH-04, scale_factor=1, R 0.449 s 0.036
2022-11-16 06:51 R tpch arrow, native, memory_map=False, TPCH-05, scale_factor=0.1, R 0.309 s -0.044
2022-11-16 07:09 R tpch arrow, parquet, memory_map=False, TPCH-07, scale_factor=10, R 8.612 s 0.051
2022-11-16 06:57 R tpch arrow, native, memory_map=False, TPCH-05, scale_factor=10, R 0.893 s 0.577
2022-11-16 06:58 R tpch arrow, native, memory_map=False, TPCH-06, scale_factor=0.1, R 0.194 s -0.197
2022-11-16 06:51 R tpch arrow, native, memory_map=False, TPCH-05, scale_factor=0.01, R 0.312 s -1.378
2022-11-16 06:51 R tpch arrow, parquet, memory_map=False, TPCH-05, scale_factor=0.01, R 0.389 s -0.593
2022-11-16 07:03 R tpch arrow, parquet, memory_map=False, TPCH-07, scale_factor=0.01, R 0.410 s 0.002
2022-11-16 07:04 R tpch arrow, parquet, memory_map=False, TPCH-07, scale_factor=1, R 0.879 s -0.265
2022-11-16 07:10 R tpch arrow, native, memory_map=False, TPCH-08, scale_factor=0.1, R 0.382 s 0.148
2022-11-16 07:17 R tpch arrow, native, memory_map=False, TPCH-09, scale_factor=1, R 0.524 s 0.192
2022-11-16 06:52 R tpch arrow, parquet, memory_map=False, TPCH-05, scale_factor=1, R 0.852 s -0.179
2022-11-16 06:57 R tpch arrow, parquet, memory_map=False, TPCH-05, scale_factor=10, R 8.113 s -0.254
2022-11-16 06:50 R tpch arrow, native, memory_map=False, TPCH-04, scale_factor=10, R 1.242 s 0.669
2022-11-16 07:08 R tpch arrow, native, memory_map=False, TPCH-07, scale_factor=10, R 1.061 s 0.650
2022-11-16 06:51 R tpch arrow, parquet, memory_map=False, TPCH-04, scale_factor=10, R 3.651 s -4.927
2022-11-16 06:52 R tpch arrow, native, memory_map=False, TPCH-05, scale_factor=1, R 0.385 s -0.230
2022-11-16 06:57 R tpch arrow, native, memory_map=False, TPCH-06, scale_factor=0.01, R 0.191 s 0.256
2022-11-16 06:52 R tpch arrow, parquet, memory_map=False, TPCH-05, scale_factor=0.1, R 0.442 s -0.986
2022-11-16 06:58 R tpch arrow, native, memory_map=False, TPCH-06, scale_factor=1, R 0.220 s 0.159
2022-11-16 07:03 R tpch arrow, parquet, memory_map=False, TPCH-06, scale_factor=10, R 5.030 s 0.023
2022-11-16 06:58 R tpch arrow, parquet, memory_map=False, TPCH-06, scale_factor=0.1, R 0.305 s -0.151
2022-11-16 07:03 R tpch arrow, native, memory_map=False, TPCH-07, scale_factor=0.1, R 0.335 s 0.266
2022-11-16 07:10 R tpch arrow, parquet, memory_map=False, TPCH-08, scale_factor=0.01, R 0.468 s -0.176
2022-11-16 06:58 R tpch arrow, parquet, memory_map=False, TPCH-06, scale_factor=0.01, R 0.262 s 0.013
2022-11-16 06:59 R tpch arrow, parquet, memory_map=False, TPCH-06, scale_factor=1, R 0.703 s -0.105
2022-11-16 07:16 R tpch arrow, native, memory_map=False, TPCH-09, scale_factor=0.01, R 0.314 s 0.237
2022-11-16 07:10 R tpch arrow, native, memory_map=False, TPCH-08, scale_factor=1, R 0.423 s 0.352
2022-11-16 07:16 R tpch arrow, parquet, memory_map=False, TPCH-09, scale_factor=0.01, R 0.396 s 0.068
2022-11-16 07:04 R tpch arrow, native, memory_map=False, TPCH-07, scale_factor=1, R 0.415 s 0.267
2022-11-16 07:09 R tpch arrow, native, memory_map=False, TPCH-08, scale_factor=0.01, R 0.373 s 0.354
2022-11-16 07:10 R tpch arrow, parquet, memory_map=False, TPCH-08, scale_factor=0.1, R 0.515 s -0.160
2022-11-16 07:11 R tpch arrow, parquet, memory_map=False, TPCH-08, scale_factor=1, R 0.923 s -0.061
2022-11-16 07:02 R tpch arrow, native, memory_map=False, TPCH-06, scale_factor=10, R 0.495 s 0.440
2022-11-16 07:17 R tpch arrow, parquet, memory_map=False, TPCH-09, scale_factor=0.1, R 0.458 s -0.030
2022-11-16 07:03 R tpch arrow, native, memory_map=False, TPCH-07, scale_factor=0.01, R 0.329 s 0.233
2022-11-16 07:16 R tpch arrow, native, memory_map=False, TPCH-09, scale_factor=0.1, R 0.345 s 0.218
2022-11-16 07:03 R tpch arrow, parquet, memory_map=False, TPCH-07, scale_factor=0.1, R 0.464 s -0.502
2022-11-16 07:22 R tpch arrow, native, memory_map=False, TPCH-09, scale_factor=10, R 1.389 s -1.762
2022-11-16 07:16 R tpch arrow, parquet, memory_map=False, TPCH-08, scale_factor=10, R 10.063 s 0.051
2022-11-16 07:23 R tpch arrow, parquet, memory_map=False, TPCH-09, scale_factor=10, R 11.509 s -0.586
2022-11-16 07:23 R tpch arrow, parquet, memory_map=False, TPCH-10, scale_factor=0.01, R 0.377 s -0.791
2022-11-16 07:15 R tpch arrow, native, memory_map=False, TPCH-08, scale_factor=10, R 0.809 s -0.696
2022-11-16 07:24 R tpch arrow, native, memory_map=False, TPCH-10, scale_factor=1, R 0.391 s 0.037
2022-11-16 07:30 R tpch arrow, native, memory_map=False, TPCH-11, scale_factor=0.01, R 0.247 s 0.049
2022-11-16 07:17 R tpch arrow, parquet, memory_map=False, TPCH-09, scale_factor=1, R 1.012 s -0.362
2022-11-16 07:31 R tpch arrow, native, memory_map=False, TPCH-11, scale_factor=10, R 1.102 s -1.005
2022-11-16 07:31 R tpch arrow, parquet, memory_map=False, TPCH-11, scale_factor=1, R 0.996 s -0.798
2022-11-16 07:23 R tpch arrow, native, memory_map=False, TPCH-10, scale_factor=0.01, R 0.301 s -0.567
2022-11-16 07:33 R tpch arrow, native, memory_map=False, TPCH-12, scale_factor=0.1, R 0.364 s 0.362
2022-11-16 07:24 R tpch arrow, native, memory_map=False, TPCH-10, scale_factor=0.1, R 0.305 s -0.177
2022-11-16 07:31 R tpch arrow, native, memory_map=False, TPCH-11, scale_factor=1, R 0.404 s -0.833
2022-11-16 07:24 R tpch arrow, parquet, memory_map=False, TPCH-10, scale_factor=0.1, R 0.418 s -0.018
2022-11-16 07:30 R tpch arrow, parquet, memory_map=False, TPCH-11, scale_factor=0.01, R 0.331 s -0.419
2022-11-16 07:25 R tpch arrow, parquet, memory_map=False, TPCH-10, scale_factor=1, R 0.859 s -0.209
2022-11-16 07:30 R tpch arrow, parquet, memory_map=False, TPCH-11, scale_factor=0.1, R 0.410 s -0.484
2022-11-16 07:32 R tpch arrow, parquet, memory_map=False, TPCH-11, scale_factor=10, R 10.703 s -0.476
2022-11-16 07:30 R tpch arrow, parquet, memory_map=False, TPCH-10, scale_factor=10, R 9.104 s 0.633
2022-11-16 07:34 R tpch arrow, parquet, memory_map=False, TPCH-12, scale_factor=1, R 3.084 s -0.187
2022-11-16 07:33 R tpch arrow, parquet, memory_map=False, TPCH-12, scale_factor=0.01, R 0.329 s -0.433
2022-11-16 07:29 R tpch arrow, native, memory_map=False, TPCH-10, scale_factor=10, R 1.157 s 0.896
2022-11-16 07:30 R tpch arrow, native, memory_map=False, TPCH-11, scale_factor=0.1, R 0.277 s -0.361
2022-11-16 07:32 R tpch arrow, native, memory_map=False, TPCH-12, scale_factor=0.01, R 0.240 s 0.195
2022-11-16 07:34 R tpch arrow, native, memory_map=False, TPCH-12, scale_factor=1, R 0.649 s -0.218
2022-11-16 07:33 R tpch arrow, parquet, memory_map=False, TPCH-12, scale_factor=0.1, R 0.496 s -0.168
2022-11-16 07:41 R tpch arrow, native, memory_map=False, TPCH-13, scale_factor=0.1, R 0.391 s 0.719
2022-11-16 07:52 R tpch arrow, native, memory_map=False, TPCH-15, scale_factor=1, R 0.298 s -0.728
2022-11-16 07:41 R tpch arrow, parquet, memory_map=False, TPCH-13, scale_factor=0.01, R 0.294 s -0.034
2022-11-16 07:44 R tpch arrow, parquet, memory_map=False, TPCH-13, scale_factor=10, R 15.454 s -0.480
2022-11-16 07:45 R tpch arrow, parquet, memory_map=False, TPCH-14, scale_factor=1, R 2.531 s -0.625
2022-11-16 07:44 R tpch arrow, native, memory_map=False, TPCH-14, scale_factor=0.1, R 0.283 s -0.417
2022-11-16 07:38 R tpch arrow, native, memory_map=False, TPCH-12, scale_factor=10, R 3.562 s 0.474
2022-11-16 07:41 R tpch arrow, parquet, memory_map=False, TPCH-13, scale_factor=0.1, R 0.534 s -0.062
2022-11-16 07:44 R tpch arrow, parquet, memory_map=False, TPCH-14, scale_factor=0.1, R 0.477 s 0.017
2022-11-16 07:44 R tpch arrow, parquet, memory_map=False, TPCH-14, scale_factor=0.01, R 0.333 s -0.183
2022-11-16 07:41 R tpch arrow, parquet, memory_map=False, TPCH-13, scale_factor=1, R 1.271 s -0.387
2022-11-16 07:44 R tpch arrow, native, memory_map=False, TPCH-14, scale_factor=0.01, R 0.243 s 0.403
2022-11-16 08:00 R tpch arrow, parquet, memory_map=False, TPCH-17, scale_factor=1, R 2.742 s -1.675
2022-11-16 07:41 R tpch arrow, native, memory_map=False, TPCH-13, scale_factor=1, R 0.803 s -0.393
2022-11-16 07:43 R tpch arrow, native, memory_map=False, TPCH-13, scale_factor=10, R 4.675 s -0.553
2022-11-16 07:57 R tpch arrow, parquet, memory_map=False, TPCH-16, scale_factor=1, R 0.874 s -0.065
2022-11-16 07:40 R tpch arrow, native, memory_map=False, TPCH-13, scale_factor=0.01, R 0.215 s 0.415
2022-11-16 07:40 R tpch arrow, parquet, memory_map=False, TPCH-12, scale_factor=10, R 35.263 s -0.844
2022-11-16 07:51 R tpch arrow, parquet, memory_map=False, TPCH-15, scale_factor=0.01, R 0.325 s -0.969
2022-11-16 07:56 R tpch arrow, parquet, memory_map=False, TPCH-16, scale_factor=0.01, R 0.308 s -0.163
2022-11-16 07:59 R tpch arrow, parquet, memory_map=False, TPCH-16, scale_factor=10, R 11.524 s -0.753
2022-11-16 08:06 R tpch arrow, native, memory_map=False, TPCH-18, scale_factor=0.1, R 0.254 s 0.033
2022-11-16 07:45 R tpch arrow, native, memory_map=False, TPCH-14, scale_factor=1, R 0.554 s -0.514
2022-11-16 07:56 R tpch arrow, native, memory_map=False, TPCH-15, scale_factor=10, R 0.813 s 0.993
2022-11-16 07:57 R tpch arrow, native, memory_map=False, TPCH-16, scale_factor=0.1, R 0.264 s -0.025
2022-11-16 08:04 R tpch arrow, native, memory_map=False, TPCH-17, scale_factor=10, R 0.916 s -0.106
2022-11-16 07:58 R tpch arrow, native, memory_map=False, TPCH-16, scale_factor=10, R 1.135 s -0.625
2022-11-16 07:59 R tpch arrow, native, memory_map=False, TPCH-17, scale_factor=0.01, R 0.256 s -0.015
2022-11-16 08:13 R tpch arrow, native, memory_map=False, TPCH-19, scale_factor=0.01, R 0.309 s -0.307
2022-11-16 07:51 R tpch arrow, parquet, memory_map=False, TPCH-14, scale_factor=10, R 28.636 s -0.999
2022-11-16 07:51 R tpch arrow, parquet, memory_map=False, TPCH-15, scale_factor=0.1, R 0.365 s -0.471
2022-11-16 07:56 R tpch arrow, native, memory_map=False, TPCH-16, scale_factor=0.01, R 0.234 s 0.013
2022-11-16 07:57 R tpch arrow, native, memory_map=False, TPCH-16, scale_factor=1, R 0.396 s -0.217
2022-11-16 08:06 R tpch arrow, parquet, memory_map=False, TPCH-17, scale_factor=10, R 31.276 s 0.255
2022-11-16 08:07 R tpch arrow, parquet, memory_map=False, TPCH-18, scale_factor=1, R 0.758 s -0.522
2022-11-16 07:57 R tpch arrow, parquet, memory_map=False, TPCH-16, scale_factor=0.1, R 0.381 s -0.304
2022-11-16 08:06 R tpch arrow, native, memory_map=False, TPCH-18, scale_factor=0.01, R 0.231 s 0.289
2022-11-16 07:52 R tpch arrow, parquet, memory_map=False, TPCH-15, scale_factor=1, R 0.827 s -0.735
2022-11-16 08:13 R tpch arrow, native, memory_map=False, TPCH-19, scale_factor=0.1, R 0.497 s -0.303
2022-11-16 08:07 R tpch arrow, native, memory_map=False, TPCH-18, scale_factor=1, R 0.515 s -0.569
2022-11-16 07:49 R tpch arrow, native, memory_map=False, TPCH-14, scale_factor=10, R 2.325 s -0.594
2022-11-16 07:51 R tpch arrow, native, memory_map=False, TPCH-15, scale_factor=0.01, R 0.248 s -0.898
2022-11-16 07:51 R tpch arrow, native, memory_map=False, TPCH-15, scale_factor=0.1, R 0.250 s -0.736
2022-11-16 07:56 R tpch arrow, parquet, memory_map=False, TPCH-15, scale_factor=10, R 6.030 s 0.273
2022-11-16 08:00 R tpch arrow, parquet, memory_map=False, TPCH-17, scale_factor=0.1, R 0.481 s 0.125
2022-11-16 08:00 R tpch arrow, native, memory_map=False, TPCH-17, scale_factor=1, R 0.318 s -0.201
2022-11-16 07:59 R tpch arrow, parquet, memory_map=False, TPCH-17, scale_factor=0.01, R 0.347 s -0.761
2022-11-16 08:22 R tpch arrow, parquet, memory_map=False, TPCH-20, scale_factor=1, R 3.338 s 0.181
2022-11-16 07:59 R tpch arrow, native, memory_map=False, TPCH-17, scale_factor=0.1, R 0.263 s -0.005
2022-11-16 08:14 R tpch arrow, native, memory_map=False, TPCH-19, scale_factor=1, R 1.178 s -0.728
2022-11-16 08:06 R tpch arrow, parquet, memory_map=False, TPCH-18, scale_factor=0.01, R 0.310 s -0.118
2022-11-16 08:14 R tpch arrow, parquet, memory_map=False, TPCH-19, scale_factor=1, R 3.053 s -0.619
2022-11-16 08:21 R tpch arrow, native, memory_map=False, TPCH-20, scale_factor=0.1, R 0.314 s -0.659
2022-11-16 08:14 R tpch arrow, parquet, memory_map=False, TPCH-19, scale_factor=0.1, R 0.607 s -0.819
2022-11-16 08:22 R tpch arrow, native, memory_map=False, TPCH-20, scale_factor=1, R 0.360 s -0.402
2022-11-16 08:20 R tpch arrow, parquet, memory_map=False, TPCH-19, scale_factor=10, R 30.760 s -0.954
2022-11-16 08:12 R tpch arrow, native, memory_map=False, TPCH-18, scale_factor=10, R 4.471 s -0.773
2022-11-16 08:07 R tpch arrow, parquet, memory_map=False, TPCH-18, scale_factor=0.1, R 0.354 s -0.653
2022-11-16 08:18 R tpch arrow, native, memory_map=False, TPCH-19, scale_factor=10, R 8.622 s -0.321
2022-11-16 08:13 R tpch arrow, parquet, memory_map=False, TPCH-18, scale_factor=10, R 13.162 s -0.397
2022-11-16 08:20 R tpch arrow, native, memory_map=False, TPCH-20, scale_factor=0.01, R 0.307 s -0.245
2022-11-16 08:13 R tpch arrow, parquet, memory_map=False, TPCH-19, scale_factor=0.01, R 0.394 s -0.262
2022-11-16 08:21 R tpch arrow, parquet, memory_map=False, TPCH-20, scale_factor=0.01, R 0.413 s -0.962
2022-11-16 08:21 R tpch arrow, parquet, memory_map=False, TPCH-20, scale_factor=0.1, R 0.541 s -0.716
2022-11-16 08:26 R tpch arrow, native, memory_map=False, TPCH-20, scale_factor=10, R 0.903 s 0.377
2022-11-16 08:28 R tpch arrow, native, memory_map=False, TPCH-21, scale_factor=0.01, R 0.428 s 0.550
2022-11-16 08:28 R tpch arrow, parquet, memory_map=False, TPCH-20, scale_factor=10, R 36.570 s -0.380
2022-11-16 08:29 R tpch arrow, native, memory_map=False, TPCH-21, scale_factor=0.1, R 0.823 s -0.135
2022-11-16 08:28 R tpch arrow, parquet, memory_map=False, TPCH-21, scale_factor=0.01, R 0.531 s -0.399
2022-11-16 08:30 R tpch arrow, native, memory_map=False, TPCH-21, scale_factor=1, R 3.611 s -0.753
2022-11-16 08:29 R tpch arrow, parquet, memory_map=False, TPCH-21, scale_factor=0.1, R 0.951 s -0.144
2022-11-16 08:30 R tpch arrow, parquet, memory_map=False, TPCH-21, scale_factor=1, R 5.023 s -0.322
2022-11-16 08:37 R tpch arrow, native, memory_map=False, TPCH-21, scale_factor=10, R 38.493 s 0.326
2022-11-16 08:40 R tpch arrow, parquet, memory_map=False, TPCH-22, scale_factor=0.01, R 0.307 s -0.193
2022-11-16 08:43 R tpch arrow, parquet, memory_map=False, TPCH-22, scale_factor=10, R 11.086 s -0.162
2022-11-16 08:41 R tpch arrow, native, memory_map=False, TPCH-22, scale_factor=1, R 0.270 s -0.638
2022-11-16 08:40 R tpch arrow, parquet, memory_map=False, TPCH-21, scale_factor=10, R 52.660 s 0.409
2022-11-16 08:40 R tpch arrow, parquet, memory_map=False, TPCH-22, scale_factor=0.1, R 0.346 s -0.148
2022-11-16 08:41 R tpch arrow, parquet, memory_map=False, TPCH-22, scale_factor=1, R 0.722 s -0.317
2022-11-16 08:42 R tpch arrow, native, memory_map=False, TPCH-22, scale_factor=10, R 0.396 s -0.613
2022-11-16 08:40 R tpch arrow, native, memory_map=False, TPCH-22, scale_factor=0.1, R 0.236 s 0.012
2022-11-16 08:40 R tpch arrow, native, memory_map=False, TPCH-22, scale_factor=0.01, R 0.232 s -0.089