Benchmarks
Date Lang Batch Benchmark Mean Z-Score Error
2022-11-22 08:43 R tpch arrow, native, memory_map=False, TPCH-01, scale_factor=0.1, R 0.229 s 0.333
2022-11-22 08:44 R tpch arrow, parquet, memory_map=False, TPCH-01, scale_factor=1, R 0.794 s 0.385
2022-11-22 08:55 R tpch arrow, parquet, memory_map=False, TPCH-02, scale_factor=0.01, R 0.388 s 0.583
2022-11-22 08:56 R tpch arrow, parquet, memory_map=False, TPCH-02, scale_factor=1, R 0.527 s 0.498
2022-11-22 08:53 R tpch arrow, native, memory_map=False, TPCH-01, scale_factor=10, R 1.402 s -0.380
2022-11-22 08:58 R tpch arrow, parquet, memory_map=False, TPCH-03, scale_factor=0.1, R 0.363 s 0.388
2022-11-22 08:56 R tpch arrow, parquet, memory_map=False, TPCH-02, scale_factor=0.1, R 0.404 s 0.566
2022-11-22 08:59 R tpch arrow, parquet, memory_map=False, TPCH-03, scale_factor=1, R 0.777 s 0.166
2022-11-22 08:57 R tpch arrow, native, memory_map=False, TPCH-02, scale_factor=10, R 0.901 s 0.512
2022-11-22 09:05 R tpch arrow, native, memory_map=False, TPCH-04, scale_factor=0.1, R 0.240 s 0.236
2022-11-22 08:55 R tpch arrow, parquet, memory_map=False, TPCH-01, scale_factor=10, R 5.426 s 0.935
2022-11-22 08:42 R tpch arrow, parquet, memory_map=False, TPCH-01, scale_factor=0.01, R 0.289 s 0.375
2022-11-22 08:58 R tpch arrow, native, memory_map=False, TPCH-03, scale_factor=0.1, R 0.267 s 0.497
2022-11-22 08:56 R tpch arrow, native, memory_map=False, TPCH-02, scale_factor=1, R 0.401 s 0.390
2022-11-22 08:59 R tpch arrow, native, memory_map=False, TPCH-03, scale_factor=1, R 0.367 s 0.306
2022-11-22 09:06 R tpch arrow, parquet, memory_map=False, TPCH-04, scale_factor=1, R 0.460 s -0.511
2022-11-22 09:05 R tpch arrow, native, memory_map=False, TPCH-04, scale_factor=0.01, R 0.234 s -0.273
2022-11-22 08:57 R tpch arrow, parquet, memory_map=False, TPCH-02, scale_factor=10, R 1.414 s 0.395
2022-11-22 08:55 R tpch arrow, native, memory_map=False, TPCH-02, scale_factor=0.1, R 0.327 s 0.589
2022-11-22 08:58 R tpch arrow, native, memory_map=False, TPCH-03, scale_factor=0.01, R 0.261 s 0.325
2022-11-22 09:06 R tpch arrow, native, memory_map=False, TPCH-04, scale_factor=1, R 0.338 s -0.140
2022-11-22 08:55 R tpch arrow, native, memory_map=False, TPCH-02, scale_factor=0.01, R 0.318 s 0.401
2022-11-22 08:43 R tpch arrow, parquet, memory_map=False, TPCH-01, scale_factor=0.1, R 0.350 s 0.526
2022-11-22 08:44 R tpch arrow, native, memory_map=False, TPCH-01, scale_factor=1, R 0.330 s 0.477
2022-11-22 08:58 R tpch arrow, parquet, memory_map=False, TPCH-03, scale_factor=0.01, R 0.319 s 0.520
2022-11-22 09:04 R tpch arrow, native, memory_map=False, TPCH-03, scale_factor=10, R 1.313 s -0.906
2022-11-22 09:05 R tpch arrow, parquet, memory_map=False, TPCH-04, scale_factor=0.1, R 0.309 s 0.139
2022-11-22 09:04 R tpch arrow, parquet, memory_map=False, TPCH-03, scale_factor=10, R 7.350 s 0.759
2022-11-22 09:05 R tpch arrow, parquet, memory_map=False, TPCH-04, scale_factor=0.01, R 0.293 s 0.155
2022-11-22 09:10 R tpch arrow, native, memory_map=False, TPCH-04, scale_factor=10, R 1.258 s -0.216
2022-11-22 09:11 R tpch arrow, parquet, memory_map=False, TPCH-04, scale_factor=10, R 3.554 s 0.216
2022-11-22 09:11 R tpch arrow, parquet, memory_map=False, TPCH-05, scale_factor=0.1, R 0.424 s 0.430
2022-11-22 09:11 R tpch arrow, native, memory_map=False, TPCH-05, scale_factor=0.01, R 0.296 s 0.259
2022-11-22 09:17 R tpch arrow, native, memory_map=False, TPCH-06, scale_factor=0.01, R 0.195 s -0.347
2022-11-22 09:11 R tpch arrow, parquet, memory_map=False, TPCH-05, scale_factor=0.01, R 0.381 s 0.025
2022-11-22 09:11 R tpch arrow, native, memory_map=False, TPCH-05, scale_factor=0.1, R 0.304 s 0.556
2022-11-22 09:23 R tpch arrow, parquet, memory_map=False, TPCH-07, scale_factor=0.1, R 0.452 s 0.319
2022-11-22 09:24 R tpch arrow, parquet, memory_map=False, TPCH-07, scale_factor=1, R 0.876 s 0.005
2022-11-22 09:29 R tpch arrow, parquet, memory_map=False, TPCH-07, scale_factor=10, R 8.610 s 0.586
2022-11-22 09:29 R tpch arrow, parquet, memory_map=False, TPCH-08, scale_factor=0.01, R 0.464 s 0.176
2022-11-22 09:24 R tpch arrow, native, memory_map=False, TPCH-07, scale_factor=1, R 0.421 s -0.394
2022-11-22 09:30 R tpch arrow, native, memory_map=False, TPCH-08, scale_factor=1, R 0.422 s 0.203
2022-11-22 09:16 R tpch arrow, native, memory_map=False, TPCH-05, scale_factor=10, R 0.894 s 0.363
2022-11-22 09:17 R tpch arrow, parquet, memory_map=False, TPCH-06, scale_factor=0.01, R 0.264 s -0.091
2022-11-22 09:18 R tpch arrow, parquet, memory_map=False, TPCH-06, scale_factor=0.1, R 0.303 s 0.057
2022-11-22 09:18 R tpch arrow, parquet, memory_map=False, TPCH-06, scale_factor=1, R 0.707 s -0.124
2022-11-22 09:18 R tpch arrow, native, memory_map=False, TPCH-06, scale_factor=0.1, R 0.193 s 0.063
2022-11-22 09:18 R tpch arrow, native, memory_map=False, TPCH-06, scale_factor=1, R 0.223 s -0.216
2022-11-22 09:29 R tpch arrow, native, memory_map=False, TPCH-08, scale_factor=0.01, R 0.370 s 0.418
2022-11-22 09:28 R tpch arrow, native, memory_map=False, TPCH-07, scale_factor=10, R 1.090 s -1.034
2022-11-22 09:30 R tpch arrow, native, memory_map=False, TPCH-08, scale_factor=0.1, R 0.380 s 0.164
2022-11-22 09:23 R tpch arrow, native, memory_map=False, TPCH-07, scale_factor=0.01, R 0.331 s 0.005
2022-11-22 09:12 R tpch arrow, native, memory_map=False, TPCH-05, scale_factor=1, R 0.384 s -0.167
2022-11-22 09:23 R tpch arrow, native, memory_map=False, TPCH-07, scale_factor=0.1, R 0.334 s 0.230
2022-11-22 09:23 R tpch arrow, parquet, memory_map=False, TPCH-07, scale_factor=0.01, R 0.408 s 0.204
2022-11-22 09:30 R tpch arrow, parquet, memory_map=False, TPCH-08, scale_factor=0.1, R 0.517 s -0.278
2022-11-22 09:17 R tpch arrow, parquet, memory_map=False, TPCH-05, scale_factor=10, R 8.096 s 0.517
2022-11-22 09:12 R tpch arrow, parquet, memory_map=False, TPCH-05, scale_factor=1, R 0.867 s -0.672
2022-11-22 09:22 R tpch arrow, native, memory_map=False, TPCH-06, scale_factor=10, R 0.489 s 0.987
2022-11-22 09:22 R tpch arrow, parquet, memory_map=False, TPCH-06, scale_factor=10, R 5.030 s 0.406
2022-11-22 09:31 R tpch arrow, parquet, memory_map=False, TPCH-08, scale_factor=1, R 0.940 s -0.633
2022-11-22 09:35 R tpch arrow, native, memory_map=False, TPCH-08, scale_factor=10, R 0.799 s 0.092
2022-11-22 09:36 R tpch arrow, native, memory_map=False, TPCH-09, scale_factor=0.1, R 0.342 s 0.334
2022-11-22 09:36 R tpch arrow, parquet, memory_map=False, TPCH-08, scale_factor=10, R 10.122 s -0.982
2022-11-22 09:36 R tpch arrow, native, memory_map=False, TPCH-09, scale_factor=0.01, R 0.314 s 0.046
2022-11-22 09:37 R tpch arrow, parquet, memory_map=False, TPCH-09, scale_factor=0.1, R 0.455 s 0.237
2022-11-22 09:36 R tpch arrow, parquet, memory_map=False, TPCH-09, scale_factor=0.01, R 0.392 s 0.375
2022-11-22 09:37 R tpch arrow, native, memory_map=False, TPCH-09, scale_factor=1, R 0.522 s 0.327
2022-11-22 09:37 R tpch arrow, parquet, memory_map=False, TPCH-09, scale_factor=1, R 1.012 s -0.254
2022-11-22 09:42 R tpch arrow, native, memory_map=False, TPCH-09, scale_factor=10, R 1.344 s 0.430
2022-11-22 09:50 R tpch arrow, native, memory_map=False, TPCH-11, scale_factor=0.1, R 0.272 s 0.252
2022-11-22 10:11 R tpch arrow, native, memory_map=False, TPCH-15, scale_factor=0.1, R 0.246 s -0.094
2022-11-22 09:45 R tpch arrow, parquet, memory_map=False, TPCH-10, scale_factor=1, R 0.863 s -0.192
2022-11-22 09:50 R tpch arrow, native, memory_map=False, TPCH-11, scale_factor=0.01, R 0.245 s 0.350
2022-11-22 09:51 R tpch arrow, native, memory_map=False, TPCH-11, scale_factor=10, R 1.076 s 0.220
2022-11-22 10:11 R tpch arrow, parquet, memory_map=False, TPCH-15, scale_factor=0.01, R 0.311 s 0.222
2022-11-22 09:44 R tpch arrow, native, memory_map=False, TPCH-10, scale_factor=0.1, R 0.301 s 0.297
2022-11-22 10:00 R tpch arrow, native, memory_map=False, TPCH-13, scale_factor=0.01, R 0.218 s 0.181
2022-11-22 10:03 R tpch arrow, native, memory_map=False, TPCH-13, scale_factor=10, R 4.636 s 0.324
2022-11-22 10:19 R tpch arrow, native, memory_map=False, TPCH-17, scale_factor=0.1, R 0.262 s 0.258
2022-11-22 09:44 R tpch arrow, native, memory_map=False, TPCH-10, scale_factor=1, R 0.393 s -0.253
2022-11-22 10:11 R tpch arrow, native, memory_map=False, TPCH-15, scale_factor=0.01, R 0.242 s 0.106
2022-11-22 10:20 R tpch arrow, parquet, memory_map=False, TPCH-17, scale_factor=0.1, R 0.510 s -0.929
2022-11-22 09:43 R tpch arrow, parquet, memory_map=False, TPCH-10, scale_factor=0.01, R 0.365 s 0.170
2022-11-22 10:04 R tpch arrow, parquet, memory_map=False, TPCH-14, scale_factor=0.01, R 0.332 s -0.058
2022-11-22 10:05 R tpch arrow, parquet, memory_map=False, TPCH-14, scale_factor=1, R 2.522 s 0.144
2022-11-22 09:43 R tpch arrow, native, memory_map=False, TPCH-10, scale_factor=0.01, R 0.293 s 0.263
2022-11-22 10:04 R tpch arrow, native, memory_map=False, TPCH-14, scale_factor=0.1, R 0.278 s 0.257
2022-11-22 10:11 R tpch arrow, parquet, memory_map=False, TPCH-15, scale_factor=0.1, R 0.357 s 0.144
2022-11-22 09:52 R tpch arrow, native, memory_map=False, TPCH-12, scale_factor=0.01, R 0.239 s 0.432
2022-11-22 09:54 R tpch arrow, native, memory_map=False, TPCH-12, scale_factor=1, R 0.647 s 0.148
2022-11-22 09:58 R tpch arrow, native, memory_map=False, TPCH-12, scale_factor=10, R 3.576 s 0.150
2022-11-22 09:53 R tpch arrow, native, memory_map=False, TPCH-12, scale_factor=0.1, R 0.365 s 0.339
2022-11-22 10:04 R tpch arrow, native, memory_map=False, TPCH-14, scale_factor=0.01, R 0.252 s -0.684
2022-11-22 09:50 R tpch arrow, parquet, memory_map=False, TPCH-10, scale_factor=10, R 9.084 s 1.290
2022-11-22 10:01 R tpch arrow, parquet, memory_map=False, TPCH-13, scale_factor=0.1, R 0.529 s 0.267
2022-11-22 10:16 R tpch arrow, parquet, memory_map=False, TPCH-15, scale_factor=10, R 6.086 s -0.310
2022-11-22 09:44 R tpch arrow, parquet, memory_map=False, TPCH-10, scale_factor=0.1, R 0.414 s 0.309
2022-11-22 09:51 R tpch arrow, native, memory_map=False, TPCH-11, scale_factor=1, R 0.388 s 0.918
2022-11-22 09:53 R tpch arrow, parquet, memory_map=False, TPCH-12, scale_factor=0.01, R 0.320 s 0.293
2022-11-22 10:02 R tpch arrow, parquet, memory_map=False, TPCH-13, scale_factor=1, R 1.285 s -0.664
2022-11-22 10:16 R tpch arrow, native, memory_map=False, TPCH-16, scale_factor=0.01, R 0.234 s -0.013
2022-11-22 10:20 R tpch arrow, native, memory_map=False, TPCH-17, scale_factor=1, R 0.314 s 0.473
2022-11-22 09:50 R tpch arrow, parquet, memory_map=False, TPCH-11, scale_factor=0.01, R 0.325 s 0.178
2022-11-22 10:00 R tpch arrow, parquet, memory_map=False, TPCH-12, scale_factor=10, R 35.196 s 0.422
2022-11-22 10:12 R tpch arrow, native, memory_map=False, TPCH-15, scale_factor=1, R 0.291 s 0.203
2022-11-22 09:43 R tpch arrow, parquet, memory_map=False, TPCH-09, scale_factor=10, R 11.481 s 0.247
2022-11-22 09:51 R tpch arrow, parquet, memory_map=False, TPCH-11, scale_factor=1, R 1.017 s -0.930
2022-11-22 10:01 R tpch arrow, native, memory_map=False, TPCH-13, scale_factor=0.1, R 0.395 s 0.277
2022-11-22 09:53 R tpch arrow, parquet, memory_map=False, TPCH-12, scale_factor=0.1, R 0.492 s 0.123
2022-11-22 10:04 R tpch arrow, parquet, memory_map=False, TPCH-13, scale_factor=10, R 15.458 s -0.360
2022-11-22 10:19 R tpch arrow, parquet, memory_map=False, TPCH-16, scale_factor=10, R 11.501 s 0.094
2022-11-22 09:49 R tpch arrow, native, memory_map=False, TPCH-10, scale_factor=10, R 1.177 s -0.426
2022-11-22 10:01 R tpch arrow, native, memory_map=False, TPCH-13, scale_factor=1, R 0.805 s -0.507
2022-11-22 10:18 R tpch arrow, native, memory_map=False, TPCH-16, scale_factor=10, R 1.107 s 0.306
2022-11-22 10:19 R tpch arrow, native, memory_map=False, TPCH-17, scale_factor=0.01, R 0.255 s 0.151
2022-11-22 09:50 R tpch arrow, parquet, memory_map=False, TPCH-11, scale_factor=0.1, R 0.401 s 0.122
2022-11-22 09:54 R tpch arrow, parquet, memory_map=False, TPCH-12, scale_factor=1, R 3.085 s -0.009
2022-11-22 10:01 R tpch arrow, parquet, memory_map=False, TPCH-13, scale_factor=0.01, R 0.291 s 0.282
2022-11-22 09:52 R tpch arrow, parquet, memory_map=False, TPCH-11, scale_factor=10, R 10.675 s 0.455
2022-11-22 10:04 R tpch arrow, parquet, memory_map=False, TPCH-14, scale_factor=0.1, R 0.474 s 0.283
2022-11-22 10:17 R tpch arrow, parquet, memory_map=False, TPCH-16, scale_factor=0.1, R 0.376 s 0.102
2022-11-22 10:17 R tpch arrow, parquet, memory_map=False, TPCH-16, scale_factor=1, R 0.887 s -0.305
2022-11-22 10:05 R tpch arrow, native, memory_map=False, TPCH-14, scale_factor=1, R 0.546 s 0.323
2022-11-22 10:11 R tpch arrow, parquet, memory_map=False, TPCH-14, scale_factor=10, R 28.621 s -0.375
2022-11-22 10:17 R tpch arrow, native, memory_map=False, TPCH-16, scale_factor=1, R 0.385 s 0.608
2022-11-22 10:09 R tpch arrow, native, memory_map=False, TPCH-14, scale_factor=10, R 2.320 s -0.430
2022-11-22 10:12 R tpch arrow, parquet, memory_map=False, TPCH-15, scale_factor=1, R 0.821 s -0.431
2022-11-22 10:16 R tpch arrow, native, memory_map=False, TPCH-15, scale_factor=10, R 0.853 s -1.392
2022-11-22 10:16 R tpch arrow, parquet, memory_map=False, TPCH-16, scale_factor=0.01, R 0.308 s -0.139
2022-11-22 10:26 R tpch arrow, parquet, memory_map=False, TPCH-17, scale_factor=10, R 31.520 s -1.033
2022-11-22 10:17 R tpch arrow, native, memory_map=False, TPCH-16, scale_factor=0.1, R 0.265 s -0.111
2022-11-22 10:26 R tpch arrow, native, memory_map=False, TPCH-18, scale_factor=0.01, R 0.232 s 0.180
2022-11-22 10:19 R tpch arrow, parquet, memory_map=False, TPCH-17, scale_factor=0.01, R 0.338 s -0.001
2022-11-22 10:20 R tpch arrow, parquet, memory_map=False, TPCH-17, scale_factor=1, R 2.710 s 0.168
2022-11-22 10:24 R tpch arrow, native, memory_map=False, TPCH-17, scale_factor=10, R 0.917 s -0.077
2022-11-22 10:26 R tpch arrow, parquet, memory_map=False, TPCH-18, scale_factor=0.01, R 0.306 s 0.287
2022-11-22 10:26 R tpch arrow, native, memory_map=False, TPCH-18, scale_factor=0.1, R 0.252 s 0.254
2022-11-22 10:27 R tpch arrow, parquet, memory_map=False, TPCH-18, scale_factor=0.1, R 0.343 s 0.261
2022-11-22 10:27 R tpch arrow, native, memory_map=False, TPCH-18, scale_factor=1, R 0.508 s 0.005
2022-11-22 10:34 R tpch arrow, parquet, memory_map=False, TPCH-19, scale_factor=0.1, R 0.594 s 0.063
2022-11-22 10:27 R tpch arrow, parquet, memory_map=False, TPCH-18, scale_factor=1, R 0.770 s -0.919
2022-11-22 10:32 R tpch arrow, native, memory_map=False, TPCH-18, scale_factor=10, R 4.401 s -0.056
2022-11-22 10:33 R tpch arrow, native, memory_map=False, TPCH-19, scale_factor=0.01, R 0.305 s 0.292
2022-11-22 10:33 R tpch arrow, parquet, memory_map=False, TPCH-19, scale_factor=0.01, R 0.391 s 0.151
2022-11-22 10:33 R tpch arrow, parquet, memory_map=False, TPCH-18, scale_factor=10, R 13.173 s -0.535
2022-11-22 10:34 R tpch arrow, parquet, memory_map=False, TPCH-19, scale_factor=1, R 3.054 s -0.476
2022-11-22 10:33 R tpch arrow, native, memory_map=False, TPCH-19, scale_factor=0.1, R 0.490 s 0.550
2022-11-22 10:34 R tpch arrow, native, memory_map=False, TPCH-19, scale_factor=1, R 1.146 s 0.333
2022-11-22 10:39 R tpch arrow, native, memory_map=False, TPCH-19, scale_factor=10, R 8.574 s -0.107
2022-11-22 10:48 R tpch arrow, native, memory_map=False, TPCH-21, scale_factor=0.01, R 0.431 s 0.230
2022-11-22 11:00 R tpch arrow, native, memory_map=False, TPCH-22, scale_factor=0.01, R 0.231 s -0.036
2022-11-22 11:01 R tpch arrow, native, memory_map=False, TPCH-22, scale_factor=1, R 0.265 s 0.061
2022-11-22 10:49 R tpch arrow, parquet, memory_map=False, TPCH-21, scale_factor=0.01, R 0.525 s 0.125
2022-11-22 11:00 R tpch arrow, parquet, memory_map=False, TPCH-21, scale_factor=10, R 52.781 s 0.197
2022-11-22 11:00 R tpch arrow, parquet, memory_map=False, TPCH-22, scale_factor=0.1, R 0.346 s -0.102
2022-11-22 11:01 R tpch arrow, parquet, memory_map=False, TPCH-22, scale_factor=1, R 0.735 s -0.561
2022-11-22 10:42 R tpch arrow, native, memory_map=False, TPCH-20, scale_factor=1, R 0.353 s 0.406
2022-11-22 10:41 R tpch arrow, parquet, memory_map=False, TPCH-20, scale_factor=0.1, R 0.533 s -0.217
2022-11-22 10:50 R tpch arrow, parquet, memory_map=False, TPCH-21, scale_factor=1, R 5.062 s -0.813
2022-11-22 10:40 R tpch arrow, native, memory_map=False, TPCH-20, scale_factor=0.01, R 0.302 s 0.243
2022-11-22 10:41 R tpch arrow, native, memory_map=False, TPCH-20, scale_factor=0.1, R 0.305 s 0.299
2022-11-22 10:49 R tpch arrow, native, memory_map=False, TPCH-21, scale_factor=0.1, R 0.816 s 0.189
2022-11-22 10:42 R tpch arrow, parquet, memory_map=False, TPCH-20, scale_factor=1, R 3.347 s -0.135
2022-11-22 11:03 R tpch arrow, parquet, memory_map=False, TPCH-22, scale_factor=10, R 11.103 s -0.640
2022-11-22 11:02 R tpch arrow, native, memory_map=False, TPCH-22, scale_factor=10, R 0.389 s 0.347
2022-11-22 10:40 R tpch arrow, parquet, memory_map=False, TPCH-19, scale_factor=10, R 30.620 s 0.507
2022-11-22 10:49 R tpch arrow, parquet, memory_map=False, TPCH-21, scale_factor=0.1, R 0.949 s 0.125
2022-11-22 10:41 R tpch arrow, parquet, memory_map=False, TPCH-20, scale_factor=0.01, R 0.401 s -0.004
2022-11-22 10:46 R tpch arrow, native, memory_map=False, TPCH-20, scale_factor=10, R 0.907 s -0.048
2022-11-22 10:50 R tpch arrow, native, memory_map=False, TPCH-21, scale_factor=1, R 3.539 s 0.061
2022-11-22 10:48 R tpch arrow, parquet, memory_map=False, TPCH-20, scale_factor=10, R 36.531 s 0.083
2022-11-22 11:00 R tpch arrow, parquet, memory_map=False, TPCH-22, scale_factor=0.01, R 0.304 s 0.110
2022-11-22 10:57 R tpch arrow, native, memory_map=False, TPCH-21, scale_factor=10, R 38.637 s -0.073
2022-11-22 11:00 R tpch arrow, native, memory_map=False, TPCH-22, scale_factor=0.1, R 0.236 s 0.082