Benchmarks
Date Lang Batch Benchmark Mean Z-Score Error
2022-11-21 13:33 R tpch arrow, parquet, memory_map=False, TPCH-01, scale_factor=10, R 5.483 s 0.620
2022-11-21 13:21 R tpch arrow, parquet, memory_map=False, TPCH-01, scale_factor=0.01, R 0.290 s 0.338
2022-11-21 13:34 R tpch arrow, parquet, memory_map=False, TPCH-02, scale_factor=0.1, R 0.408 s 0.245
2022-11-21 13:21 R tpch arrow, native, memory_map=False, TPCH-01, scale_factor=0.1, R 0.226 s 0.751
2022-11-21 13:37 R tpch arrow, native, memory_map=False, TPCH-03, scale_factor=1, R 0.364 s 0.620
2022-11-21 13:34 R tpch arrow, parquet, memory_map=False, TPCH-02, scale_factor=0.01, R 0.392 s 0.344
2022-11-21 13:36 R tpch arrow, parquet, memory_map=False, TPCH-02, scale_factor=10, R 1.407 s 0.565
2022-11-21 13:37 R tpch arrow, parquet, memory_map=False, TPCH-03, scale_factor=0.1, R 0.363 s 0.381
2022-11-21 13:23 R tpch arrow, parquet, memory_map=False, TPCH-01, scale_factor=1, R 0.785 s 0.587
2022-11-21 13:32 R tpch arrow, native, memory_map=False, TPCH-01, scale_factor=10, R 1.412 s -0.735
2022-11-21 13:42 R tpch arrow, native, memory_map=False, TPCH-03, scale_factor=10, R 1.268 s 1.203
2022-11-21 13:34 R tpch arrow, native, memory_map=False, TPCH-02, scale_factor=0.1, R 0.330 s 0.255
2022-11-21 13:36 R tpch arrow, native, memory_map=False, TPCH-03, scale_factor=0.01, R 0.260 s 0.425
2022-11-21 13:37 R tpch arrow, native, memory_map=False, TPCH-03, scale_factor=0.1, R 0.269 s 0.316
2022-11-21 13:23 R tpch arrow, native, memory_map=False, TPCH-01, scale_factor=1, R 0.328 s 0.712
2022-11-21 13:44 R tpch arrow, native, memory_map=False, TPCH-04, scale_factor=1, R 0.336 s 0.175
2022-11-21 13:43 R tpch arrow, native, memory_map=False, TPCH-04, scale_factor=0.1, R 0.241 s -0.020
2022-11-21 13:49 R tpch arrow, native, memory_map=False, TPCH-04, scale_factor=10, R 1.240 s 0.793
2022-11-21 13:34 R tpch arrow, native, memory_map=False, TPCH-02, scale_factor=0.01, R 0.322 s 0.082
2022-11-21 13:36 R tpch arrow, native, memory_map=False, TPCH-02, scale_factor=10, R 0.899 s 0.700
2022-11-21 13:35 R tpch arrow, parquet, memory_map=False, TPCH-02, scale_factor=1, R 0.532 s 0.211
2022-11-21 13:43 R tpch arrow, parquet, memory_map=False, TPCH-03, scale_factor=10, R 8.334 s -3.100
2022-11-21 13:21 R tpch arrow, parquet, memory_map=False, TPCH-01, scale_factor=0.1, R 0.349 s 0.550
2022-11-21 13:38 R tpch arrow, parquet, memory_map=False, TPCH-03, scale_factor=1, R 0.774 s 0.240
2022-11-21 13:44 R tpch arrow, parquet, memory_map=False, TPCH-04, scale_factor=1, R 0.456 s -0.299
2022-11-21 14:01 R tpch arrow, parquet, memory_map=False, TPCH-07, scale_factor=0.01, R 0.413 s -0.131
2022-11-21 13:34 R tpch arrow, native, memory_map=False, TPCH-02, scale_factor=1, R 0.401 s 0.522
2022-11-21 13:43 R tpch arrow, native, memory_map=False, TPCH-04, scale_factor=0.01, R 0.232 s 0.017
2022-11-21 13:36 R tpch arrow, parquet, memory_map=False, TPCH-03, scale_factor=0.01, R 0.321 s 0.303
2022-11-21 13:43 R tpch arrow, parquet, memory_map=False, TPCH-04, scale_factor=0.01, R 0.298 s -0.261
2022-11-21 13:44 R tpch arrow, parquet, memory_map=False, TPCH-04, scale_factor=0.1, R 0.316 s -0.356
2022-11-21 13:50 R tpch arrow, native, memory_map=False, TPCH-05, scale_factor=0.1, R 0.309 s -0.017
2022-11-21 13:49 R tpch arrow, parquet, memory_map=False, TPCH-04, scale_factor=10, R 3.551 s 0.377
2022-11-21 13:49 R tpch arrow, native, memory_map=False, TPCH-05, scale_factor=0.01, R 0.296 s 0.411
2022-11-21 13:49 R tpch arrow, parquet, memory_map=False, TPCH-05, scale_factor=0.01, R 0.384 s -0.225
2022-11-21 13:50 R tpch arrow, parquet, memory_map=False, TPCH-05, scale_factor=0.1, R 0.434 s -0.309
2022-11-21 13:51 R tpch arrow, parquet, memory_map=False, TPCH-05, scale_factor=1, R 0.860 s -0.360
2022-11-21 13:50 R tpch arrow, native, memory_map=False, TPCH-05, scale_factor=1, R 0.391 s -0.986
2022-11-21 13:55 R tpch arrow, native, memory_map=False, TPCH-05, scale_factor=10, R 0.893 s 0.467
2022-11-21 13:57 R tpch arrow, parquet, memory_map=False, TPCH-06, scale_factor=1, R 0.711 s -0.235
2022-11-21 13:55 R tpch arrow, parquet, memory_map=False, TPCH-05, scale_factor=10, R 8.112 s 0.076
2022-11-21 13:56 R tpch arrow, native, memory_map=False, TPCH-06, scale_factor=0.1, R 0.195 s -0.253
2022-11-21 13:56 R tpch arrow, parquet, memory_map=False, TPCH-06, scale_factor=0.01, R 0.266 s -0.226
2022-11-21 13:56 R tpch arrow, native, memory_map=False, TPCH-06, scale_factor=0.01, R 0.196 s -0.446
2022-11-21 13:56 R tpch arrow, parquet, memory_map=False, TPCH-06, scale_factor=0.1, R 0.307 s -0.220
2022-11-21 14:30 R tpch arrow, parquet, memory_map=False, TPCH-11, scale_factor=10, R 10.696 s -0.166
2022-11-21 14:31 R tpch arrow, parquet, memory_map=False, TPCH-12, scale_factor=0.01, R 0.326 s -0.120
2022-11-21 14:47 R tpch arrow, native, memory_map=False, TPCH-14, scale_factor=10, R 2.302 s -0.065
2022-11-21 14:49 R tpch arrow, native, memory_map=False, TPCH-15, scale_factor=0.01, R 0.243 s -0.007
2022-11-21 15:11 R tpch arrow, parquet, memory_map=False, TPCH-19, scale_factor=0.01, R 0.395 s -0.092
2022-11-21 13:57 R tpch arrow, native, memory_map=False, TPCH-06, scale_factor=1, R 0.222 s -0.096
2022-11-21 14:28 R tpch arrow, native, memory_map=False, TPCH-11, scale_factor=0.01, R 0.248 s -0.044
2022-11-21 14:40 R tpch arrow, parquet, memory_map=False, TPCH-13, scale_factor=1, R 1.247 s 0.450
2022-11-21 14:41 R tpch arrow, native, memory_map=False, TPCH-13, scale_factor=10, R 4.607 s 0.922
2022-11-21 14:42 R tpch arrow, native, memory_map=False, TPCH-14, scale_factor=0.01, R 0.248 s -0.055
2022-11-21 14:50 R tpch arrow, parquet, memory_map=False, TPCH-15, scale_factor=1, R 0.829 s -0.592
2022-11-21 14:55 R tpch arrow, parquet, memory_map=False, TPCH-16, scale_factor=1, R 0.872 s 0.083
2022-11-21 15:11 R tpch arrow, native, memory_map=False, TPCH-19, scale_factor=0.01, R 0.308 s -0.037
2022-11-21 14:28 R tpch arrow, native, memory_map=False, TPCH-11, scale_factor=0.1, R 0.274 s 0.041
2022-11-21 14:31 R tpch arrow, native, memory_map=False, TPCH-12, scale_factor=0.01, R 0.240 s 0.299
2022-11-21 14:58 R tpch arrow, parquet, memory_map=False, TPCH-17, scale_factor=0.1, R 0.489 s -0.080
2022-11-21 14:02 R tpch arrow, parquet, memory_map=False, TPCH-07, scale_factor=0.1, R 0.463 s -0.403
2022-11-21 14:14 R tpch arrow, parquet, memory_map=False, TPCH-08, scale_factor=10, R 10.057 s 0.620
2022-11-21 14:14 R tpch arrow, parquet, memory_map=False, TPCH-09, scale_factor=0.01, R 0.401 s -0.201
2022-11-21 14:16 R tpch arrow, parquet, memory_map=False, TPCH-09, scale_factor=1, R 1.019 s -0.544
2022-11-21 14:27 R tpch arrow, native, memory_map=False, TPCH-10, scale_factor=10, R 1.164 s 0.327
2022-11-21 14:49 R tpch arrow, parquet, memory_map=False, TPCH-15, scale_factor=0.1, R 0.360 s -0.045
2022-11-21 15:04 R tpch arrow, parquet, memory_map=False, TPCH-18, scale_factor=0.01, R 0.314 s -0.349
2022-11-21 15:12 R tpch arrow, native, memory_map=False, TPCH-19, scale_factor=1, R 1.145 s 0.335
2022-11-21 14:07 R tpch arrow, parquet, memory_map=False, TPCH-07, scale_factor=10, R 8.620 s 0.381
2022-11-21 14:43 R tpch arrow, native, memory_map=False, TPCH-14, scale_factor=1, R 0.552 s -0.292
2022-11-21 14:49 R tpch arrow, parquet, memory_map=False, TPCH-14, scale_factor=10, R 28.559 s 0.362
2022-11-21 14:54 R tpch arrow, parquet, memory_map=False, TPCH-16, scale_factor=0.01, R 0.309 s -0.148
2022-11-21 14:57 R tpch arrow, parquet, memory_map=False, TPCH-16, scale_factor=10, R 11.497 s 0.084
2022-11-21 15:11 R tpch arrow, native, memory_map=False, TPCH-19, scale_factor=0.1, R 0.498 s -0.261
2022-11-21 14:08 R tpch arrow, native, memory_map=False, TPCH-08, scale_factor=0.01, R 0.371 s 0.467
2022-11-21 14:09 R tpch arrow, native, memory_map=False, TPCH-08, scale_factor=1, R 0.422 s 0.324
2022-11-21 14:15 R tpch arrow, native, memory_map=False, TPCH-09, scale_factor=0.1, R 0.344 s 0.229
2022-11-21 14:21 R tpch arrow, native, memory_map=False, TPCH-10, scale_factor=0.01, R 0.295 s 0.112
2022-11-21 14:28 R tpch arrow, parquet, memory_map=False, TPCH-11, scale_factor=0.01, R 0.332 s -0.381
2022-11-21 14:29 R tpch arrow, parquet, memory_map=False, TPCH-11, scale_factor=0.1, R 0.407 s -0.203
2022-11-21 14:39 R tpch arrow, native, memory_map=False, TPCH-13, scale_factor=0.1, R 0.394 s 0.339
2022-11-21 14:49 R tpch arrow, native, memory_map=False, TPCH-15, scale_factor=0.1, R 0.247 s -0.224
2022-11-21 14:01 R tpch arrow, parquet, memory_map=False, TPCH-06, scale_factor=10, R 5.009 s 0.958
2022-11-21 14:09 R tpch arrow, parquet, memory_map=False, TPCH-08, scale_factor=1, R 0.932 s -0.294
2022-11-21 14:39 R tpch arrow, parquet, memory_map=False, TPCH-13, scale_factor=0.01, R 0.297 s -0.231
2022-11-21 14:49 R tpch arrow, parquet, memory_map=False, TPCH-15, scale_factor=0.01, R 0.317 s -0.273
2022-11-21 14:32 R tpch arrow, parquet, memory_map=False, TPCH-12, scale_factor=1, R 3.108 s -1.340
2022-11-21 14:39 R tpch arrow, native, memory_map=False, TPCH-13, scale_factor=1, R 0.802 s -0.243
2022-11-21 14:42 R tpch arrow, parquet, memory_map=False, TPCH-14, scale_factor=0.1, R 0.490 s -0.470
2022-11-21 14:02 R tpch arrow, parquet, memory_map=False, TPCH-07, scale_factor=1, R 0.878 s -0.068
2022-11-21 14:22 R tpch arrow, parquet, memory_map=False, TPCH-10, scale_factor=0.1, R 0.421 s -0.142
2022-11-21 14:23 R tpch arrow, parquet, memory_map=False, TPCH-10, scale_factor=1, R 0.863 s -0.165
2022-11-21 14:29 R tpch arrow, native, memory_map=False, TPCH-11, scale_factor=1, R 0.396 s -0.002
2022-11-21 14:32 R tpch arrow, native, memory_map=False, TPCH-12, scale_factor=1, R 0.643 s 0.488
2022-11-21 14:08 R tpch arrow, native, memory_map=False, TPCH-08, scale_factor=0.1, R 0.380 s 0.330
2022-11-21 14:54 R tpch arrow, native, memory_map=False, TPCH-16, scale_factor=0.01, R 0.234 s 0.078
2022-11-21 14:23 R tpch arrow, native, memory_map=False, TPCH-10, scale_factor=1, R 0.392 s -0.119
2022-11-21 14:54 R tpch arrow, native, memory_map=False, TPCH-15, scale_factor=10, R 0.821 s 0.379
2022-11-21 15:04 R tpch arrow, native, memory_map=False, TPCH-18, scale_factor=0.1, R 0.257 s -0.243
2022-11-21 15:11 R tpch arrow, parquet, memory_map=False, TPCH-19, scale_factor=0.1, R 0.598 s -0.169
2022-11-21 14:07 R tpch arrow, native, memory_map=False, TPCH-07, scale_factor=10, R 1.058 s 0.778
2022-11-21 14:20 R tpch arrow, native, memory_map=False, TPCH-09, scale_factor=10, R 1.345 s 0.428
2022-11-21 14:28 R tpch arrow, parquet, memory_map=False, TPCH-10, scale_factor=10, R 9.099 s 1.126
2022-11-21 14:42 R tpch arrow, parquet, memory_map=False, TPCH-14, scale_factor=0.01, R 0.334 s -0.187
2022-11-21 14:56 R tpch arrow, native, memory_map=False, TPCH-16, scale_factor=10, R 1.113 s 0.115
2022-11-21 15:18 R tpch arrow, native, memory_map=False, TPCH-20, scale_factor=0.01, R 0.304 s 0.108
2022-11-21 15:24 R tpch arrow, native, memory_map=False, TPCH-20, scale_factor=10, R 0.903 s 0.342
2022-11-21 14:02 R tpch arrow, native, memory_map=False, TPCH-07, scale_factor=1, R 0.415 s 0.298
2022-11-21 14:14 R tpch arrow, native, memory_map=False, TPCH-09, scale_factor=0.01, R 0.316 s -0.012
2022-11-21 14:55 R tpch arrow, native, memory_map=False, TPCH-16, scale_factor=0.1, R 0.266 s -0.242
2022-11-21 14:57 R tpch arrow, native, memory_map=False, TPCH-17, scale_factor=0.1, R 0.265 s -0.092
2022-11-21 15:02 R tpch arrow, native, memory_map=False, TPCH-17, scale_factor=10, R 0.911 s 0.514
2022-11-21 14:00 R tpch arrow, native, memory_map=False, TPCH-06, scale_factor=10, R 0.495 s 0.445
2022-11-21 14:22 R tpch arrow, native, memory_map=False, TPCH-10, scale_factor=0.1, R 0.305 s -0.111
2022-11-21 14:29 R tpch arrow, parquet, memory_map=False, TPCH-11, scale_factor=1, R 0.999 s -0.610
2022-11-21 14:31 R tpch arrow, parquet, memory_map=False, TPCH-12, scale_factor=0.1, R 0.496 s -0.117
2022-11-21 14:01 R tpch arrow, native, memory_map=False, TPCH-07, scale_factor=0.01, R 0.332 s -0.004
2022-11-21 14:13 R tpch arrow, native, memory_map=False, TPCH-08, scale_factor=10, R 0.794 s 0.502
2022-11-21 14:15 R tpch arrow, native, memory_map=False, TPCH-09, scale_factor=1, R 0.524 s 0.183
2022-11-21 14:39 R tpch arrow, native, memory_map=False, TPCH-13, scale_factor=0.01, R 0.220 s -0.018
2022-11-21 14:42 R tpch arrow, parquet, memory_map=False, TPCH-13, scale_factor=10, R 15.408 s 0.508
2022-11-21 14:43 R tpch arrow, parquet, memory_map=False, TPCH-14, scale_factor=1, R 2.539 s -0.878
2022-11-21 14:55 R tpch arrow, native, memory_map=False, TPCH-16, scale_factor=1, R 0.389 s 0.303
2022-11-21 15:05 R tpch arrow, native, memory_map=False, TPCH-18, scale_factor=1, R 0.506 s 0.146
2022-11-21 14:15 R tpch arrow, parquet, memory_map=False, TPCH-09, scale_factor=0.1, R 0.462 s -0.284
2022-11-21 14:22 R tpch arrow, parquet, memory_map=False, TPCH-10, scale_factor=0.01, R 0.373 s -0.448
2022-11-21 14:30 R tpch arrow, native, memory_map=False, TPCH-11, scale_factor=10, R 1.082 s -0.041
2022-11-21 14:54 R tpch arrow, parquet, memory_map=False, TPCH-15, scale_factor=10, R 6.060 s 0.180
2022-11-21 15:27 R tpch arrow, native, memory_map=False, TPCH-21, scale_factor=0.1, R 0.817 s 0.202
2022-11-21 14:01 R tpch arrow, native, memory_map=False, TPCH-07, scale_factor=0.1, R 0.337 s 0.059
2022-11-21 14:36 R tpch arrow, native, memory_map=False, TPCH-12, scale_factor=10, R 3.559 s 0.619
2022-11-21 14:50 R tpch arrow, native, memory_map=False, TPCH-15, scale_factor=1, R 0.292 s 0.126
2022-11-21 15:12 R tpch arrow, parquet, memory_map=False, TPCH-19, scale_factor=1, R 3.033 s 0.188
2022-11-21 14:08 R tpch arrow, parquet, memory_map=False, TPCH-08, scale_factor=0.01, R 0.472 s -0.377
2022-11-21 14:39 R tpch arrow, parquet, memory_map=False, TPCH-13, scale_factor=0.1, R 0.535 s -0.010
2022-11-21 14:55 R tpch arrow, parquet, memory_map=False, TPCH-16, scale_factor=0.1, R 0.379 s -0.030
2022-11-21 15:04 R tpch arrow, parquet, memory_map=False, TPCH-17, scale_factor=10, R 31.340 s 0.041
2022-11-21 14:08 R tpch arrow, parquet, memory_map=False, TPCH-08, scale_factor=0.1, R 0.518 s -0.336
2022-11-21 14:21 R tpch arrow, parquet, memory_map=False, TPCH-09, scale_factor=10, R 11.491 s 0.054
2022-11-21 15:05 R tpch arrow, parquet, memory_map=False, TPCH-18, scale_factor=1, R 0.737 s 0.514
2022-11-21 15:10 R tpch arrow, native, memory_map=False, TPCH-18, scale_factor=10, R 4.399 s 0.048
2022-11-21 15:39 R tpch arrow, parquet, memory_map=False, TPCH-22, scale_factor=1, R 0.713 s 0.112
2022-11-21 14:31 R tpch arrow, native, memory_map=False, TPCH-12, scale_factor=0.1, R 0.366 s 0.247
2022-11-21 14:38 R tpch arrow, parquet, memory_map=False, TPCH-12, scale_factor=10, R 35.291 s -0.923
2022-11-21 14:42 R tpch arrow, native, memory_map=False, TPCH-14, scale_factor=0.1, R 0.282 s -0.314
2022-11-21 14:57 R tpch arrow, parquet, memory_map=False, TPCH-17, scale_factor=0.01, R 0.336 s 0.207
2022-11-21 14:58 R tpch arrow, parquet, memory_map=False, TPCH-17, scale_factor=1, R 2.729 s -0.658
2022-11-21 15:18 R tpch arrow, parquet, memory_map=False, TPCH-20, scale_factor=0.01, R 0.402 s -0.063
2022-11-21 15:26 R tpch arrow, native, memory_map=False, TPCH-21, scale_factor=0.01, R 0.433 s 0.202
2022-11-21 15:38 R tpch arrow, native, memory_map=False, TPCH-22, scale_factor=1, R 0.265 s 0.138
2022-11-21 14:57 R tpch arrow, native, memory_map=False, TPCH-17, scale_factor=0.01, R 0.254 s 0.388
2022-11-21 14:58 R tpch arrow, native, memory_map=False, TPCH-17, scale_factor=1, R 0.321 s -0.437
2022-11-21 15:04 R tpch arrow, native, memory_map=False, TPCH-18, scale_factor=0.01, R 0.231 s 0.293
2022-11-21 15:11 R tpch arrow, parquet, memory_map=False, TPCH-18, scale_factor=10, R 13.159 s -0.021
2022-11-21 15:18 R tpch arrow, parquet, memory_map=False, TPCH-19, scale_factor=10, R 30.644 s 0.166
2022-11-21 15:40 R tpch arrow, native, memory_map=False, TPCH-22, scale_factor=10, R 0.394 s -0.188
2022-11-21 15:20 R tpch arrow, parquet, memory_map=False, TPCH-20, scale_factor=1, R 3.342 s 0.108
2022-11-21 15:05 R tpch arrow, parquet, memory_map=False, TPCH-18, scale_factor=0.1, R 0.344 s 0.197
2022-11-21 15:16 R tpch arrow, native, memory_map=False, TPCH-19, scale_factor=10, R 8.416 s 1.014
2022-11-21 15:26 R tpch arrow, parquet, memory_map=False, TPCH-21, scale_factor=0.01, R 0.533 s -0.419
2022-11-21 15:38 R tpch arrow, native, memory_map=False, TPCH-22, scale_factor=0.01, R 0.231 s 0.056
2022-11-21 15:38 R tpch arrow, parquet, memory_map=False, TPCH-22, scale_factor=0.01, R 0.308 s -0.169
2022-11-21 15:19 R tpch arrow, native, memory_map=False, TPCH-20, scale_factor=1, R 0.355 s 0.229
2022-11-21 15:38 R tpch arrow, parquet, memory_map=False, TPCH-22, scale_factor=0.1, R 0.350 s -0.376
2022-11-21 15:40 R tpch arrow, parquet, memory_map=False, TPCH-22, scale_factor=10, R 11.089 s -0.101
2022-11-21 15:19 R tpch arrow, parquet, memory_map=False, TPCH-20, scale_factor=0.1, R 0.534 s -0.261
2022-11-21 15:27 R tpch arrow, parquet, memory_map=False, TPCH-21, scale_factor=0.1, R 0.973 s -0.824
2022-11-21 15:38 R tpch arrow, native, memory_map=False, TPCH-22, scale_factor=0.1, R 0.241 s -0.534
2022-11-21 15:19 R tpch arrow, native, memory_map=False, TPCH-20, scale_factor=0.1, R 0.306 s 0.181
2022-11-21 15:28 R tpch arrow, native, memory_map=False, TPCH-21, scale_factor=1, R 3.568 s -0.233
2022-11-21 15:37 R tpch arrow, parquet, memory_map=False, TPCH-21, scale_factor=10, R 52.461 s 0.886
2022-11-21 15:26 R tpch arrow, parquet, memory_map=False, TPCH-20, scale_factor=10, R 36.686 s -1.299
2022-11-21 15:28 R tpch arrow, parquet, memory_map=False, TPCH-21, scale_factor=1, R 5.032 s -0.372
2022-11-21 15:35 R tpch arrow, native, memory_map=False, TPCH-21, scale_factor=10, R 38.376 s 0.498