Benchmarks
Date Lang Batch Benchmark Mean Z-Score Error
2023-01-17 03:27 R tpch arrow, parquet, memory_map=False, TPCH-01, scale_factor=0.01, R 0.294 s 0.495
2023-01-17 03:28 R tpch arrow, native, memory_map=False, TPCH-01, scale_factor=0.1, R 0.231 s 0.890
2023-01-17 03:27 R tpch arrow, native, memory_map=False, TPCH-01, scale_factor=0.01, R 0.225 s 0.822
2023-01-17 03:28 R tpch arrow, parquet, memory_map=False, TPCH-01, scale_factor=0.1, R 0.357 s 0.462
2023-01-17 03:29 R tpch arrow, parquet, memory_map=False, TPCH-01, scale_factor=1, R 0.799 s 0.335
2023-01-17 03:41 R tpch arrow, native, memory_map=False, TPCH-02, scale_factor=1, R 0.411 s -0.264
2023-01-17 03:29 R tpch arrow, native, memory_map=False, TPCH-01, scale_factor=1, R 0.330 s 1.278
2023-01-17 03:38 R tpch arrow, native, memory_map=False, TPCH-01, scale_factor=10, R 1.386 s 0.229
2023-01-17 03:40 R tpch arrow, parquet, memory_map=False, TPCH-02, scale_factor=0.01, R 0.404 s -0.395
2023-01-17 03:39 R tpch arrow, parquet, memory_map=False, TPCH-01, scale_factor=10, R 5.413 s 0.953
2023-01-17 03:42 R tpch arrow, native, memory_map=False, TPCH-02, scale_factor=10, R 0.919 s -0.216
2023-01-17 03:42 R tpch arrow, native, memory_map=False, TPCH-03, scale_factor=0.01, R 0.270 s -0.325
2023-01-17 03:44 R tpch arrow, native, memory_map=False, TPCH-03, scale_factor=1, R 0.373 s 0.115
2023-01-17 03:40 R tpch arrow, native, memory_map=False, TPCH-02, scale_factor=0.01, R 0.327 s -0.391
2023-01-17 03:40 R tpch arrow, native, memory_map=False, TPCH-02, scale_factor=0.1, R 0.334 s -0.118
2023-01-17 03:40 R tpch arrow, parquet, memory_map=False, TPCH-02, scale_factor=0.1, R 0.415 s -0.070
2023-01-17 03:41 R tpch arrow, parquet, memory_map=False, TPCH-02, scale_factor=1, R 0.537 s 0.099
2023-01-17 03:44 R tpch arrow, parquet, memory_map=False, TPCH-03, scale_factor=1, R 0.777 s 0.232
2023-01-17 03:43 R tpch arrow, native, memory_map=False, TPCH-03, scale_factor=0.1, R 0.272 s 0.481
2023-01-17 03:50 R tpch arrow, parquet, memory_map=False, TPCH-04, scale_factor=0.01, R 0.307 s -0.589
2023-01-17 03:50 R tpch arrow, native, memory_map=False, TPCH-04, scale_factor=0.1, R 0.248 s -0.343
2023-01-17 03:57 R tpch arrow, parquet, memory_map=False, TPCH-05, scale_factor=1, R 0.862 s -0.308
2023-01-17 03:42 R tpch arrow, parquet, memory_map=False, TPCH-02, scale_factor=10, R 1.451 s -0.461
2023-01-17 03:43 R tpch arrow, parquet, memory_map=False, TPCH-03, scale_factor=0.01, R 0.328 s 0.200
2023-01-17 03:43 R tpch arrow, parquet, memory_map=False, TPCH-03, scale_factor=0.1, R 0.370 s 0.358
2023-01-17 03:48 R tpch arrow, native, memory_map=False, TPCH-03, scale_factor=10, R 1.281 s 0.321
2023-01-17 03:51 R tpch arrow, parquet, memory_map=False, TPCH-04, scale_factor=1, R 0.454 s 0.202
2023-01-17 03:56 R tpch arrow, parquet, memory_map=False, TPCH-05, scale_factor=0.01, R 0.393 s -0.600
2023-01-17 03:50 R tpch arrow, parquet, memory_map=False, TPCH-04, scale_factor=0.1, R 0.318 s -0.194
2023-01-17 04:02 R tpch arrow, parquet, memory_map=False, TPCH-06, scale_factor=0.01, R 0.271 s -0.527
2023-01-17 03:56 R tpch arrow, native, memory_map=False, TPCH-05, scale_factor=0.01, R 0.307 s -0.653
2023-01-17 03:56 R tpch arrow, native, memory_map=False, TPCH-05, scale_factor=0.1, R 0.322 s -1.485
2023-01-17 03:50 R tpch arrow, native, memory_map=False, TPCH-04, scale_factor=1, R 0.345 s -0.386
2023-01-17 04:02 R tpch arrow, native, memory_map=False, TPCH-06, scale_factor=0.01, R 0.200 s -0.810
2023-01-17 04:03 R tpch arrow, native, memory_map=False, TPCH-06, scale_factor=1, R 0.228 s -0.714
2023-01-17 03:49 R tpch arrow, parquet, memory_map=False, TPCH-03, scale_factor=10, R 7.320 s 0.747
2023-01-17 03:49 R tpch arrow, native, memory_map=False, TPCH-04, scale_factor=0.01, R 0.240 s -0.359
2023-01-17 03:55 R tpch arrow, parquet, memory_map=False, TPCH-04, scale_factor=10, R 3.585 s -0.255
2023-01-17 04:03 R tpch arrow, parquet, memory_map=False, TPCH-06, scale_factor=0.1, R 0.311 s -0.420
2023-01-17 04:01 R tpch arrow, native, memory_map=False, TPCH-05, scale_factor=10, R 0.909 s -0.167
2023-01-17 04:08 R tpch arrow, native, memory_map=False, TPCH-07, scale_factor=0.1, R 0.348 s -0.761
2023-01-17 03:55 R tpch arrow, native, memory_map=False, TPCH-04, scale_factor=10, R 1.268 s -0.073
2023-01-17 04:15 R tpch arrow, native, memory_map=False, TPCH-08, scale_factor=1, R 0.443 s -0.989
2023-01-17 03:56 R tpch arrow, parquet, memory_map=False, TPCH-05, scale_factor=0.1, R 0.438 s -0.241
2023-01-17 03:57 R tpch arrow, native, memory_map=False, TPCH-05, scale_factor=1, R 0.389 s -0.112
2023-01-17 04:07 R tpch arrow, parquet, memory_map=False, TPCH-06, scale_factor=10, R 5.006 s -0.130
2023-01-17 04:08 R tpch arrow, parquet, memory_map=False, TPCH-07, scale_factor=0.01, R 0.421 s -0.404
2023-01-17 04:15 R tpch arrow, parquet, memory_map=False, TPCH-08, scale_factor=0.1, R 0.535 s -0.805
2023-01-17 04:20 R tpch arrow, native, memory_map=False, TPCH-08, scale_factor=10, R 0.821 s -0.568
2023-01-17 04:22 R tpch arrow, parquet, memory_map=False, TPCH-09, scale_factor=1, R 1.003 s 0.180
2023-01-17 04:02 R tpch arrow, native, memory_map=False, TPCH-06, scale_factor=0.1, R 0.200 s -0.864
2023-01-17 04:14 R tpch arrow, parquet, memory_map=False, TPCH-07, scale_factor=10, R 8.616 s -0.830
2023-01-17 04:02 R tpch arrow, parquet, memory_map=False, TPCH-05, scale_factor=10, R 8.108 s -1.168
2023-01-17 04:03 R tpch arrow, parquet, memory_map=False, TPCH-06, scale_factor=1, R 0.717 s -0.486
2023-01-17 04:14 R tpch arrow, parquet, memory_map=False, TPCH-08, scale_factor=0.01, R 0.489 s -0.841
2023-01-17 04:21 R tpch arrow, native, memory_map=False, TPCH-09, scale_factor=0.01, R 0.316 s 0.182
2023-01-17 04:07 R tpch arrow, native, memory_map=False, TPCH-06, scale_factor=10, R 0.505 s 0.333
2023-01-17 04:09 R tpch arrow, native, memory_map=False, TPCH-07, scale_factor=1, R 0.431 s -0.865
2023-01-17 04:09 R tpch arrow, parquet, memory_map=False, TPCH-07, scale_factor=1, R 0.883 s -0.231
2023-01-17 04:15 R tpch arrow, native, memory_map=False, TPCH-08, scale_factor=0.1, R 0.391 s -0.164
2023-01-17 04:08 R tpch arrow, native, memory_map=False, TPCH-07, scale_factor=0.01, R 0.340 s -0.597
2023-01-17 04:13 R tpch arrow, native, memory_map=False, TPCH-07, scale_factor=10, R 1.090 s -0.440
2023-01-17 04:16 R tpch arrow, parquet, memory_map=False, TPCH-08, scale_factor=1, R 0.934 s -0.280
2023-01-17 04:08 R tpch arrow, parquet, memory_map=False, TPCH-07, scale_factor=0.1, R 0.468 s -0.564
2023-01-17 04:14 R tpch arrow, native, memory_map=False, TPCH-08, scale_factor=0.01, R 0.386 s -0.451
2023-01-17 04:22 R tpch arrow, parquet, memory_map=False, TPCH-09, scale_factor=0.1, R 0.466 s -0.338
2023-01-17 04:28 R tpch arrow, native, memory_map=False, TPCH-10, scale_factor=0.01, R 0.307 s -1.123
2023-01-17 04:30 R tpch arrow, parquet, memory_map=False, TPCH-10, scale_factor=1, R 0.860 s -0.013
2023-01-17 04:22 R tpch arrow, native, memory_map=False, TPCH-09, scale_factor=1, R 0.539 s -0.810
2023-01-17 04:29 R tpch arrow, native, memory_map=False, TPCH-10, scale_factor=0.1, R 0.310 s -0.622
2023-01-17 04:39 R tpch arrow, native, memory_map=False, TPCH-12, scale_factor=1, R 0.673 s -1.070
2023-01-17 04:21 R tpch arrow, parquet, memory_map=False, TPCH-08, scale_factor=10, R 10.058 s -0.522
2023-01-17 04:21 R tpch arrow, native, memory_map=False, TPCH-09, scale_factor=0.1, R 0.354 s -0.637
2023-01-17 04:27 R tpch arrow, native, memory_map=False, TPCH-09, scale_factor=10, R 1.360 s 0.074
2023-01-17 04:29 R tpch arrow, parquet, memory_map=False, TPCH-10, scale_factor=0.1, R 0.424 s -0.152
2023-01-17 04:21 R tpch arrow, parquet, memory_map=False, TPCH-09, scale_factor=0.01, R 0.405 s -0.337
2023-01-17 04:28 R tpch arrow, parquet, memory_map=False, TPCH-09, scale_factor=10, R 11.532 s -0.947
2023-01-17 04:29 R tpch arrow, native, memory_map=False, TPCH-10, scale_factor=1, R 0.394 s -0.323
2023-01-17 04:35 R tpch arrow, native, memory_map=False, TPCH-11, scale_factor=0.01, R 0.258 s -1.026
2023-01-17 04:38 R tpch arrow, parquet, memory_map=False, TPCH-12, scale_factor=0.01, R 0.324 s 0.272
2023-01-17 04:28 R tpch arrow, parquet, memory_map=False, TPCH-10, scale_factor=0.01, R 0.378 s -0.554
2023-01-17 04:35 R tpch arrow, native, memory_map=False, TPCH-11, scale_factor=0.1, R 0.278 s -0.030
2023-01-17 04:37 R tpch arrow, native, memory_map=False, TPCH-11, scale_factor=10, R 1.081 s -0.013
2023-01-17 04:39 R tpch arrow, parquet, memory_map=False, TPCH-12, scale_factor=1, R 3.119 s -1.229
2023-01-17 04:34 R tpch arrow, native, memory_map=False, TPCH-10, scale_factor=10, R 1.153 s 0.275
2023-01-17 04:36 R tpch arrow, native, memory_map=False, TPCH-11, scale_factor=1, R 0.394 s 0.476
2023-01-17 04:35 R tpch arrow, parquet, memory_map=False, TPCH-11, scale_factor=0.01, R 0.332 s -0.161
2023-01-17 04:36 R tpch arrow, parquet, memory_map=False, TPCH-11, scale_factor=1, R 1.009 s -0.692
2023-01-17 04:35 R tpch arrow, parquet, memory_map=False, TPCH-10, scale_factor=10, R 9.092 s -0.463
2023-01-17 04:35 R tpch arrow, parquet, memory_map=False, TPCH-11, scale_factor=0.1, R 0.407 s -0.090
2023-01-17 04:38 R tpch arrow, native, memory_map=False, TPCH-12, scale_factor=0.1, R 0.376 s -0.486
2023-01-17 04:37 R tpch arrow, parquet, memory_map=False, TPCH-11, scale_factor=10, R 10.725 s -0.138
2023-01-17 04:37 R tpch arrow, native, memory_map=False, TPCH-12, scale_factor=0.01, R 0.248 s -0.403
2023-01-17 04:38 R tpch arrow, parquet, memory_map=False, TPCH-12, scale_factor=0.1, R 0.500 s -0.157
2023-01-17 04:43 R tpch arrow, native, memory_map=False, TPCH-12, scale_factor=10, R 3.718 s -1.051
2023-01-17 04:45 R tpch arrow, parquet, memory_map=False, TPCH-12, scale_factor=10, R 35.428 s -1.008
2023-01-17 04:45 R tpch arrow, native, memory_map=False, TPCH-13, scale_factor=0.01, R 0.221 s 0.425
2023-01-17 04:46 R tpch arrow, native, memory_map=False, TPCH-13, scale_factor=1, R 0.821 s -0.604
2023-01-17 04:46 R tpch arrow, parquet, memory_map=False, TPCH-13, scale_factor=0.01, R 0.308 s -0.545
2023-01-17 04:46 R tpch arrow, native, memory_map=False, TPCH-13, scale_factor=0.1, R 0.406 s -0.748
2023-01-17 04:46 R tpch arrow, parquet, memory_map=False, TPCH-13, scale_factor=0.1, R 0.550 s -0.530
2023-01-17 04:47 R tpch arrow, parquet, memory_map=False, TPCH-13, scale_factor=1, R 1.307 s -0.564
2023-01-17 04:48 R tpch arrow, native, memory_map=False, TPCH-13, scale_factor=10, R 4.792 s -0.878
2023-01-17 04:49 R tpch arrow, parquet, memory_map=False, TPCH-14, scale_factor=0.01, R 0.343 s 0.005
2023-01-17 04:49 R tpch arrow, native, memory_map=False, TPCH-14, scale_factor=0.01, R 0.257 s 0.147
2023-01-17 04:49 R tpch arrow, parquet, memory_map=False, TPCH-13, scale_factor=10, R 15.621 s -0.911
2023-01-17 04:49 R tpch arrow, native, memory_map=False, TPCH-14, scale_factor=0.1, R 0.295 s -0.662
2023-01-17 04:49 R tpch arrow, parquet, memory_map=False, TPCH-14, scale_factor=0.1, R 0.492 s -0.030
2023-01-17 04:50 R tpch arrow, native, memory_map=False, TPCH-14, scale_factor=1, R 0.568 s -0.373
2023-01-17 04:50 R tpch arrow, parquet, memory_map=False, TPCH-14, scale_factor=1, R 2.539 s -0.316
2023-01-17 04:54 R tpch arrow, native, memory_map=False, TPCH-14, scale_factor=10, R 2.366 s -0.193
2023-01-17 04:56 R tpch arrow, parquet, memory_map=False, TPCH-14, scale_factor=10, R 29.127 s -3.072
2023-01-17 04:56 R tpch arrow, native, memory_map=False, TPCH-15, scale_factor=0.01, R 0.249 s -0.016
2023-01-17 04:56 R tpch arrow, parquet, memory_map=False, TPCH-15, scale_factor=0.01, R 0.323 s -0.129
2023-01-17 04:56 R tpch arrow, native, memory_map=False, TPCH-15, scale_factor=0.1, R 0.253 s -0.118
2023-01-17 04:57 R tpch arrow, parquet, memory_map=False, TPCH-15, scale_factor=0.1, R 0.375 s -0.660
2023-01-17 04:57 R tpch arrow, native, memory_map=False, TPCH-15, scale_factor=1, R 0.304 s -0.480
2023-01-17 04:57 R tpch arrow, parquet, memory_map=False, TPCH-15, scale_factor=1, R 0.822 s -0.367
2023-01-17 05:01 R tpch arrow, native, memory_map=False, TPCH-15, scale_factor=10, R 0.871 s -0.327
2023-01-17 05:01 R tpch arrow, parquet, memory_map=False, TPCH-15, scale_factor=10, R 6.065 s -0.443
2023-01-17 05:02 R tpch arrow, native, memory_map=False, TPCH-16, scale_factor=0.1, R 0.264 s 0.203
2023-01-17 05:02 R tpch arrow, parquet, memory_map=False, TPCH-16, scale_factor=0.01, R 0.312 s -0.275
2023-01-17 05:01 R tpch arrow, native, memory_map=False, TPCH-16, scale_factor=0.01, R 0.234 s 0.262
2023-01-17 05:02 R tpch arrow, parquet, memory_map=False, TPCH-16, scale_factor=0.1, R 0.380 s 0.098
2023-01-17 05:02 R tpch arrow, native, memory_map=False, TPCH-16, scale_factor=1, R 0.392 s -0.123
2023-01-17 05:02 R tpch arrow, parquet, memory_map=False, TPCH-16, scale_factor=1, R 0.887 s -0.009
2023-01-17 05:03 R tpch arrow, native, memory_map=False, TPCH-16, scale_factor=10, R 1.102 s 0.201
2023-01-17 05:04 R tpch arrow, parquet, memory_map=False, TPCH-16, scale_factor=10, R 11.529 s -0.431
2023-01-17 05:04 R tpch arrow, parquet, memory_map=False, TPCH-17, scale_factor=0.01, R 0.344 s -0.104
2023-01-17 05:04 R tpch arrow, native, memory_map=False, TPCH-17, scale_factor=0.01, R 0.262 s -0.413
2023-01-17 05:05 R tpch arrow, parquet, memory_map=False, TPCH-17, scale_factor=0.1, R 0.519 s -0.882
2023-01-17 05:05 R tpch arrow, native, memory_map=False, TPCH-17, scale_factor=0.1, R 0.268 s -0.190
2023-01-17 05:05 R tpch arrow, native, memory_map=False, TPCH-17, scale_factor=1, R 0.321 s -0.029
2023-01-17 05:06 R tpch arrow, parquet, memory_map=False, TPCH-17, scale_factor=1, R 2.715 s -0.023
2023-01-17 05:09 R tpch arrow, native, memory_map=False, TPCH-17, scale_factor=10, R 0.914 s 0.488
2023-01-17 05:11 R tpch arrow, parquet, memory_map=False, TPCH-17, scale_factor=10, R 31.476 s -0.669
2023-01-17 05:11 R tpch arrow, native, memory_map=False, TPCH-18, scale_factor=0.01, R 0.233 s 0.128
2023-01-17 05:11 R tpch arrow, parquet, memory_map=False, TPCH-18, scale_factor=0.01, R 0.310 s 0.060
2023-01-17 05:12 R tpch arrow, native, memory_map=False, TPCH-18, scale_factor=0.1, R 0.253 s 0.391
2023-01-17 05:12 R tpch arrow, parquet, memory_map=False, TPCH-18, scale_factor=0.1, R 0.352 s -0.125
2023-01-17 05:12 R tpch arrow, native, memory_map=False, TPCH-18, scale_factor=1, R 0.523 s -0.300
2023-01-17 05:13 R tpch arrow, parquet, memory_map=False, TPCH-18, scale_factor=1, R 0.773 s -0.226
2023-01-17 05:17 R tpch arrow, native, memory_map=False, TPCH-18, scale_factor=10, R 4.835 s -1.644
2023-01-17 05:18 R tpch arrow, parquet, memory_map=False, TPCH-18, scale_factor=10, R 13.307 s -1.335
2023-01-17 05:18 R tpch arrow, native, memory_map=False, TPCH-19, scale_factor=0.01, R 0.317 s -0.277
2023-01-17 05:18 R tpch arrow, parquet, memory_map=False, TPCH-19, scale_factor=0.01, R 0.401 s -0.072
2023-01-17 05:19 R tpch arrow, native, memory_map=False, TPCH-19, scale_factor=0.1, R 0.502 s 0.381
2023-01-17 05:19 R tpch arrow, parquet, memory_map=False, TPCH-19, scale_factor=0.1, R 0.599 s 0.210
2023-01-17 05:20 R tpch arrow, parquet, memory_map=False, TPCH-19, scale_factor=1, R 3.042 s 0.373
2023-01-17 05:19 R tpch arrow, native, memory_map=False, TPCH-19, scale_factor=1, R 1.168 s 0.296
2023-01-17 05:24 R tpch arrow, native, memory_map=False, TPCH-19, scale_factor=10, R 8.758 s 0.225
2023-01-17 05:26 R tpch arrow, parquet, memory_map=False, TPCH-20, scale_factor=0.1, R 0.526 s 0.129
2023-01-17 05:26 R tpch arrow, parquet, memory_map=False, TPCH-19, scale_factor=10, R 31.038 s -1.162
2023-01-17 05:27 R tpch arrow, native, memory_map=False, TPCH-20, scale_factor=1, R 0.356 s -0.187
2023-01-17 05:26 R tpch arrow, parquet, memory_map=False, TPCH-20, scale_factor=0.01, R 0.404 s -0.214
2023-01-17 05:26 R tpch arrow, native, memory_map=False, TPCH-20, scale_factor=0.01, R 0.301 s 0.329
2023-01-17 05:26 R tpch arrow, native, memory_map=False, TPCH-20, scale_factor=0.1, R 0.305 s 0.108
2023-01-17 05:27 R tpch arrow, parquet, memory_map=False, TPCH-20, scale_factor=1, R 3.343 s 0.345
2023-01-17 05:31 R tpch arrow, native, memory_map=False, TPCH-20, scale_factor=10, R 0.913 s -0.154
2023-01-17 05:35 R tpch arrow, parquet, memory_map=False, TPCH-21, scale_factor=1, R 5.023 s -0.191
2023-01-17 05:34 R tpch arrow, native, memory_map=False, TPCH-21, scale_factor=0.01, R 0.446 s 0.470
2023-01-17 05:33 R tpch arrow, parquet, memory_map=False, TPCH-20, scale_factor=10, R 36.882 s -1.539
2023-01-17 05:34 R tpch arrow, parquet, memory_map=False, TPCH-21, scale_factor=0.1, R 0.917 s 1.836
2023-01-17 05:34 R tpch arrow, parquet, memory_map=False, TPCH-21, scale_factor=0.01, R 0.540 s -0.041
2023-01-17 05:34 R tpch arrow, native, memory_map=False, TPCH-21, scale_factor=0.1, R 0.836 s 0.118
2023-01-17 05:35 R tpch arrow, native, memory_map=False, TPCH-21, scale_factor=1, R 3.664 s -0.088
2023-01-17 05:45 R tpch arrow, parquet, memory_map=False, TPCH-21, scale_factor=10, R 55.986 s -0.917
2023-01-17 05:45 R tpch arrow, native, memory_map=False, TPCH-22, scale_factor=0.01, R 0.235 s 0.160
2023-01-17 05:46 R tpch arrow, parquet, memory_map=False, TPCH-22, scale_factor=0.01, R 0.308 s 0.087
2023-01-17 05:46 R tpch arrow, parquet, memory_map=False, TPCH-22, scale_factor=0.1, R 0.356 s -0.528
2023-01-17 05:46 R tpch arrow, parquet, memory_map=False, TPCH-22, scale_factor=1, R 0.722 s 0.124
2023-01-17 05:42 R tpch arrow, native, memory_map=False, TPCH-21, scale_factor=10, R 41.521 s -1.010
2023-01-17 05:46 R tpch arrow, native, memory_map=False, TPCH-22, scale_factor=0.1, R 0.242 s -0.091
2023-01-17 05:46 R tpch arrow, native, memory_map=False, TPCH-22, scale_factor=1, R 0.268 s 0.405
2023-01-17 05:47 R tpch arrow, native, memory_map=False, TPCH-22, scale_factor=10, R 0.393 s 0.695
2023-01-17 05:48 R tpch arrow, parquet, memory_map=False, TPCH-22, scale_factor=10, R 11.117 s -0.564