Top Outliers
Benchmarks
Date Lang Batch Benchmark Mean Z-Score Error
2023-01-13 21:44 R tpch arrow, native, memory_map=False, TPCH-01, scale_factor=0.01, R 0.242 s -0.922
2023-01-13 21:44 R tpch arrow, native, memory_map=False, TPCH-01, scale_factor=0.1, R 0.250 s -0.965
2023-01-13 21:44 R tpch arrow, parquet, memory_map=False, TPCH-01, scale_factor=0.01, R 0.300 s 0.063
2023-01-13 21:45 R tpch arrow, native, memory_map=False, TPCH-01, scale_factor=1, R 0.356 s -1.140
2023-01-13 21:45 R tpch arrow, parquet, memory_map=False, TPCH-01, scale_factor=0.1, R 0.373 s -0.540
2023-01-13 21:45 R tpch arrow, parquet, memory_map=False, TPCH-01, scale_factor=1, R 0.835 s -0.770
2023-01-13 21:49 R tpch arrow, native, memory_map=False, TPCH-01, scale_factor=10, R 1.412 s -1.290
2023-01-13 21:49 R tpch arrow, parquet, memory_map=False, TPCH-01, scale_factor=10, R 6.004 s -1.578
2023-01-13 21:50 R tpch arrow, native, memory_map=False, TPCH-02, scale_factor=0.1, R 0.342 s -1.397
2023-01-13 21:50 R tpch arrow, native, memory_map=False, TPCH-02, scale_factor=0.01, R 0.331 s -1.092
2023-01-13 21:50 R tpch arrow, parquet, memory_map=False, TPCH-02, scale_factor=0.1, R 0.427 s -1.117
2023-01-13 21:50 R tpch arrow, parquet, memory_map=False, TPCH-02, scale_factor=0.01, R 0.403 s -0.374
2023-01-13 21:50 R tpch arrow, native, memory_map=False, TPCH-02, scale_factor=1, R 0.427 s -2.462
2023-01-13 21:51 R tpch arrow, parquet, memory_map=False, TPCH-02, scale_factor=1, R 0.568 s -2.094
2023-01-13 21:52 R tpch arrow, native, memory_map=False, TPCH-03, scale_factor=0.01, R 0.276 s -1.263
2023-01-13 21:51 R tpch arrow, native, memory_map=False, TPCH-02, scale_factor=10, R 0.961 s -4.003
2023-01-13 21:52 R tpch arrow, parquet, memory_map=False, TPCH-03, scale_factor=0.1, R 0.380 s -0.423
2023-01-13 21:52 R tpch arrow, parquet, memory_map=False, TPCH-03, scale_factor=0.01, R 0.333 s -0.191
2023-01-13 21:52 R tpch arrow, parquet, memory_map=False, TPCH-02, scale_factor=10, R 1.477 s -1.581
2023-01-13 21:52 R tpch arrow, native, memory_map=False, TPCH-03, scale_factor=0.1, R 0.287 s -1.551
2023-01-13 21:53 R tpch arrow, native, memory_map=False, TPCH-03, scale_factor=1, R 0.384 s -1.426
2023-01-13 22:05 R tpch arrow, native, memory_map=False, TPCH-05, scale_factor=1, R 0.400 s -1.359
2023-01-13 22:04 R tpch arrow, parquet, memory_map=False, TPCH-04, scale_factor=10, R 3.573 s -0.568
2023-01-13 21:58 R tpch arrow, parquet, memory_map=False, TPCH-03, scale_factor=10, R 7.743 s -1.196
2023-01-13 21:59 R tpch arrow, parquet, memory_map=False, TPCH-04, scale_factor=0.1, R 0.308 s 0.595
2023-01-13 22:04 R tpch arrow, native, memory_map=False, TPCH-04, scale_factor=10, R 1.312 s -3.558
2023-01-13 22:04 R tpch arrow, parquet, memory_map=False, TPCH-05, scale_factor=0.01, R 0.394 s -0.825
2023-01-13 22:05 R tpch arrow, parquet, memory_map=False, TPCH-05, scale_factor=0.1, R 0.437 s -0.340
2023-01-13 22:10 R tpch arrow, native, memory_map=False, TPCH-05, scale_factor=10, R 0.943 s -3.681
2023-01-13 22:12 R tpch arrow, native, memory_map=False, TPCH-06, scale_factor=1, R 0.225 s -0.106
2023-01-13 21:53 R tpch arrow, parquet, memory_map=False, TPCH-03, scale_factor=1, R 0.783 s -0.298
2023-01-13 21:57 R tpch arrow, native, memory_map=False, TPCH-03, scale_factor=10, R 1.343 s -3.316
2023-01-13 21:58 R tpch arrow, parquet, memory_map=False, TPCH-04, scale_factor=0.01, R 0.295 s 0.387
2023-01-13 21:59 R tpch arrow, native, memory_map=False, TPCH-04, scale_factor=0.1, R 0.250 s -0.693
2023-01-13 21:58 R tpch arrow, native, memory_map=False, TPCH-04, scale_factor=0.01, R 0.239 s -0.404
2023-01-13 21:59 R tpch arrow, native, memory_map=False, TPCH-04, scale_factor=1, R 0.352 s -1.580
2023-01-13 22:04 R tpch arrow, native, memory_map=False, TPCH-05, scale_factor=0.01, R 0.310 s -1.423
2023-01-13 21:59 R tpch arrow, parquet, memory_map=False, TPCH-04, scale_factor=1, R 0.447 s 0.554
2023-01-13 22:11 R tpch arrow, native, memory_map=False, TPCH-06, scale_factor=0.01, R 0.197 s -0.502
2023-01-13 22:17 R tpch arrow, parquet, memory_map=False, TPCH-07, scale_factor=0.1, R 0.466 s -0.461
2023-01-13 22:17 R tpch arrow, native, memory_map=False, TPCH-07, scale_factor=1, R 0.435 s -1.388
2023-01-13 22:05 R tpch arrow, native, memory_map=False, TPCH-05, scale_factor=0.1, R 0.318 s -1.132
2023-01-13 22:16 R tpch arrow, parquet, memory_map=False, TPCH-06, scale_factor=10, R 5.046 s -2.022
2023-01-13 22:06 R tpch arrow, parquet, memory_map=False, TPCH-05, scale_factor=1, R 0.845 s -0.057
2023-01-13 22:11 R tpch arrow, parquet, memory_map=False, TPCH-06, scale_factor=0.01, R 0.253 s 1.138
2023-01-13 22:15 R tpch arrow, native, memory_map=False, TPCH-06, scale_factor=10, R 0.523 s -2.231
2023-01-13 22:16 R tpch arrow, native, memory_map=False, TPCH-07, scale_factor=0.01, R 0.345 s -1.197
2023-01-13 22:17 R tpch arrow, parquet, memory_map=False, TPCH-07, scale_factor=1, R 0.861 s 0.534
2023-01-13 22:11 R tpch arrow, parquet, memory_map=False, TPCH-06, scale_factor=0.1, R 0.296 s 1.047
2023-01-13 22:11 R tpch arrow, parquet, memory_map=False, TPCH-05, scale_factor=10, R 8.133 s -2.535
2023-01-13 22:17 R tpch arrow, native, memory_map=False, TPCH-07, scale_factor=0.1, R 0.350 s -1.141
2023-01-13 22:12 R tpch arrow, parquet, memory_map=False, TPCH-06, scale_factor=1, R 0.679 s 1.047
2023-01-13 22:22 R tpch arrow, native, memory_map=False, TPCH-07, scale_factor=10, R 1.120 s -3.190
2023-01-13 22:11 R tpch arrow, native, memory_map=False, TPCH-06, scale_factor=0.1, R 0.194 s 0.323
2023-01-13 22:16 R tpch arrow, parquet, memory_map=False, TPCH-07, scale_factor=0.01, R 0.415 s -0.040
2023-01-13 22:23 R tpch arrow, native, memory_map=False, TPCH-08, scale_factor=0.1, R 0.413 s -2.564
2023-01-13 22:22 R tpch arrow, parquet, memory_map=False, TPCH-07, scale_factor=10, R 8.660 s -2.205
2023-01-13 22:23 R tpch arrow, native, memory_map=False, TPCH-08, scale_factor=0.01, R 0.398 s -1.862
2023-01-13 22:23 R tpch arrow, parquet, memory_map=False, TPCH-08, scale_factor=0.1, R 0.533 s -0.937
2023-01-13 22:23 R tpch arrow, parquet, memory_map=False, TPCH-08, scale_factor=0.01, R 0.488 s -1.024
2023-01-13 22:24 R tpch arrow, native, memory_map=False, TPCH-08, scale_factor=1, R 0.458 s -2.835
2023-01-13 22:24 R tpch arrow, parquet, memory_map=False, TPCH-08, scale_factor=1, R 0.953 s -1.698
2023-01-13 22:29 R tpch arrow, native, memory_map=False, TPCH-08, scale_factor=10, R 0.861 s -3.853
2023-01-13 22:29 R tpch arrow, native, memory_map=False, TPCH-09, scale_factor=0.01, R 0.328 s -1.371
2023-01-13 22:29 R tpch arrow, parquet, memory_map=False, TPCH-08, scale_factor=10, R 10.139 s -2.597
2023-01-13 22:30 R tpch arrow, parquet, memory_map=False, TPCH-09, scale_factor=0.1, R 0.465 s -0.316
2023-01-13 22:30 R tpch arrow, parquet, memory_map=False, TPCH-09, scale_factor=0.01, R 0.400 s 0.027
2023-01-13 22:30 R tpch arrow, native, memory_map=False, TPCH-09, scale_factor=0.1, R 0.358 s -1.249
2023-01-13 22:31 R tpch arrow, native, memory_map=False, TPCH-09, scale_factor=1, R 0.549 s -1.924
2023-01-13 22:31 R tpch arrow, parquet, memory_map=False, TPCH-09, scale_factor=1, R 1.013 s -0.450
2023-01-13 22:36 R tpch arrow, native, memory_map=False, TPCH-09, scale_factor=10, R 1.420 s -3.324
2023-01-13 22:37 R tpch arrow, native, memory_map=False, TPCH-10, scale_factor=0.01, R 0.304 s -0.938
2023-01-13 22:37 R tpch arrow, parquet, memory_map=False, TPCH-10, scale_factor=0.01, R 0.365 s 0.417
2023-01-13 22:36 R tpch arrow, parquet, memory_map=False, TPCH-09, scale_factor=10, R 11.488 s -0.716
2023-01-13 22:37 R tpch arrow, native, memory_map=False, TPCH-10, scale_factor=0.1, R 0.307 s -0.398
2023-01-13 22:38 R tpch arrow, native, memory_map=False, TPCH-10, scale_factor=1, R 0.396 s -0.647
2023-01-13 22:37 R tpch arrow, parquet, memory_map=False, TPCH-10, scale_factor=0.1, R 0.413 s 0.647
2023-01-13 22:38 R tpch arrow, parquet, memory_map=False, TPCH-10, scale_factor=1, R 0.844 s 0.538
2023-01-13 22:45 R tpch arrow, native, memory_map=False, TPCH-11, scale_factor=10, R 1.108 s -1.455
2023-01-13 22:46 R tpch arrow, parquet, memory_map=False, TPCH-12, scale_factor=0.1, R 0.483 s 0.932
2023-01-13 22:42 R tpch arrow, native, memory_map=False, TPCH-10, scale_factor=10, R 1.188 s -1.853
2023-01-13 22:43 R tpch arrow, native, memory_map=False, TPCH-11, scale_factor=0.1, R 0.281 s -0.523
2023-01-13 22:43 R tpch arrow, parquet, memory_map=False, TPCH-11, scale_factor=0.01, R 0.320 s 0.921
2023-01-13 22:44 R tpch arrow, parquet, memory_map=False, TPCH-11, scale_factor=1, R 0.957 s -0.047
2023-01-13 22:44 R tpch arrow, native, memory_map=False, TPCH-11, scale_factor=1, R 0.398 s -0.005
2023-01-13 22:43 R tpch arrow, parquet, memory_map=False, TPCH-10, scale_factor=10, R 9.074 s -0.918
2023-01-13 22:46 R tpch arrow, parquet, memory_map=False, TPCH-12, scale_factor=0.01, R 0.314 s 1.202
2023-01-13 22:47 R tpch arrow, parquet, memory_map=False, TPCH-12, scale_factor=1, R 3.104 s -1.461
2023-01-13 22:53 R tpch arrow, parquet, memory_map=False, TPCH-12, scale_factor=10, R 35.523 s -3.477
2023-01-13 22:54 R tpch arrow, parquet, memory_map=False, TPCH-13, scale_factor=0.01, R 0.293 s 0.576
2023-01-13 22:43 R tpch arrow, native, memory_map=False, TPCH-11, scale_factor=0.01, R 0.252 s -0.188
2023-01-13 22:44 R tpch arrow, parquet, memory_map=False, TPCH-11, scale_factor=0.1, R 0.390 s 1.087
2023-01-13 22:46 R tpch arrow, native, memory_map=False, TPCH-12, scale_factor=0.01, R 0.245 s 0.146
2023-01-13 22:46 R tpch arrow, native, memory_map=False, TPCH-12, scale_factor=0.1, R 0.379 s -1.015
2023-01-13 22:54 R tpch arrow, native, memory_map=False, TPCH-13, scale_factor=0.1, R 0.405 s -0.768
2023-01-13 22:51 R tpch arrow, native, memory_map=False, TPCH-12, scale_factor=10, R 3.777 s -4.253
2023-01-13 22:54 R tpch arrow, native, memory_map=False, TPCH-13, scale_factor=0.01, R 0.221 s 0.432
2023-01-13 22:54 R tpch arrow, native, memory_map=False, TPCH-13, scale_factor=1, R 0.841 s -2.982
2023-01-13 22:58 R tpch arrow, parquet, memory_map=False, TPCH-14, scale_factor=0.1, R 0.470 s 1.023
2023-01-13 22:45 R tpch arrow, parquet, memory_map=False, TPCH-11, scale_factor=10, R 10.813 s -3.206
2023-01-13 22:47 R tpch arrow, native, memory_map=False, TPCH-12, scale_factor=1, R 0.674 s -2.322
2023-01-13 22:55 R tpch arrow, parquet, memory_map=False, TPCH-13, scale_factor=1, R 1.273 s -0.035
2023-01-13 22:56 R tpch arrow, native, memory_map=False, TPCH-13, scale_factor=10, R 4.993 s -4.860
2023-01-13 22:58 R tpch arrow, native, memory_map=False, TPCH-14, scale_factor=1, R 0.588 s -2.659
2023-01-13 23:04 R tpch arrow, parquet, memory_map=False, TPCH-15, scale_factor=0.01, R 0.321 s -0.128
2023-01-13 22:54 R tpch arrow, parquet, memory_map=False, TPCH-13, scale_factor=0.1, R 0.546 s -0.590
2023-01-13 22:57 R tpch arrow, native, memory_map=False, TPCH-14, scale_factor=0.01, R 0.261 s -0.750
2023-01-13 22:57 R tpch arrow, parquet, memory_map=False, TPCH-14, scale_factor=0.01, R 0.334 s 0.658
2023-01-13 22:58 R tpch arrow, parquet, memory_map=False, TPCH-14, scale_factor=1, R 2.564 s -2.206
2023-01-13 23:04 R tpch arrow, native, memory_map=False, TPCH-15, scale_factor=0.1, R 0.261 s -1.867
2023-01-13 23:05 R tpch arrow, parquet, memory_map=False, TPCH-15, scale_factor=1, R 0.806 s -0.049
2023-01-13 22:57 R tpch arrow, native, memory_map=False, TPCH-14, scale_factor=0.1, R 0.295 s -0.893
2023-01-13 23:04 R tpch arrow, parquet, memory_map=False, TPCH-14, scale_factor=10, R 28.898 s -3.199
2023-01-13 22:57 R tpch arrow, parquet, memory_map=False, TPCH-13, scale_factor=10, R 15.784 s -3.800
2023-01-13 23:02 R tpch arrow, native, memory_map=False, TPCH-14, scale_factor=10, R 2.507 s -4.435
2023-01-13 23:04 R tpch arrow, native, memory_map=False, TPCH-15, scale_factor=0.01, R 0.254 s -0.936
2023-01-13 23:10 R tpch arrow, native, memory_map=False, TPCH-16, scale_factor=0.1, R 0.261 s 0.824
2023-01-13 23:05 R tpch arrow, native, memory_map=False, TPCH-15, scale_factor=1, R 0.308 s -1.364
2023-01-13 23:05 R tpch arrow, parquet, memory_map=False, TPCH-15, scale_factor=0.1, R 0.358 s 0.726
2023-01-13 23:09 R tpch arrow, native, memory_map=False, TPCH-16, scale_factor=0.01, R 0.230 s 1.078
2023-01-13 23:09 R tpch arrow, parquet, memory_map=False, TPCH-15, scale_factor=10, R 6.034 s -1.205
2023-01-13 23:12 R tpch arrow, parquet, memory_map=False, TPCH-17, scale_factor=0.01, R 0.339 s 0.220
2023-01-13 23:12 R tpch arrow, native, memory_map=False, TPCH-17, scale_factor=0.1, R 0.268 s -0.324
2023-01-13 23:09 R tpch arrow, native, memory_map=False, TPCH-15, scale_factor=10, R 0.891 s -2.545
2023-01-13 23:10 R tpch arrow, parquet, memory_map=False, TPCH-16, scale_factor=1, R 0.828 s 1.451
2023-01-13 23:13 R tpch arrow, parquet, memory_map=False, TPCH-17, scale_factor=1, R 2.717 s -0.587
2023-01-13 23:10 R tpch arrow, parquet, memory_map=False, TPCH-16, scale_factor=0.01, R 0.292 s 1.476
2023-01-13 23:11 R tpch arrow, native, memory_map=False, TPCH-16, scale_factor=10, R 1.163 s -2.355
2023-01-13 23:13 R tpch arrow, native, memory_map=False, TPCH-17, scale_factor=1, R 0.322 s -0.391
2023-01-13 23:10 R tpch arrow, native, memory_map=False, TPCH-16, scale_factor=1, R 0.386 s 0.778
2023-01-13 23:12 R tpch arrow, parquet, memory_map=False, TPCH-16, scale_factor=10, R 11.585 s -2.440
2023-01-13 23:17 R tpch arrow, native, memory_map=False, TPCH-17, scale_factor=10, R 0.945 s -3.471
2023-01-13 23:12 R tpch arrow, native, memory_map=False, TPCH-17, scale_factor=0.01, R 0.263 s -0.852
2023-01-13 23:10 R tpch arrow, parquet, memory_map=False, TPCH-16, scale_factor=0.1, R 0.365 s 1.298
2023-01-13 23:13 R tpch arrow, parquet, memory_map=False, TPCH-17, scale_factor=0.1, R 0.489 s 0.282
2023-01-13 23:19 R tpch arrow, native, memory_map=False, TPCH-18, scale_factor=0.01, R 0.235 s -0.208
2023-01-13 23:19 R tpch arrow, native, memory_map=False, TPCH-18, scale_factor=0.1, R 0.254 s 0.222
2023-01-13 23:20 R tpch arrow, native, memory_map=False, TPCH-18, scale_factor=1, R 0.558 s -2.941
2023-01-13 23:19 R tpch arrow, parquet, memory_map=False, TPCH-18, scale_factor=0.01, R 0.298 s 1.196
2023-01-13 23:19 R tpch arrow, parquet, memory_map=False, TPCH-17, scale_factor=10, R 31.638 s -2.567
2023-01-13 23:20 R tpch arrow, parquet, memory_map=False, TPCH-18, scale_factor=0.1, R 0.336 s 1.074
2023-01-13 23:20 R tpch arrow, parquet, memory_map=False, TPCH-18, scale_factor=1, R 0.777 s -1.047
2023-01-13 23:25 R tpch arrow, native, memory_map=False, TPCH-18, scale_factor=10, R 4.840 s -2.289
2023-01-13 23:26 R tpch arrow, parquet, memory_map=False, TPCH-18, scale_factor=10, R 13.480 s -8.631
2023-01-13 23:26 R tpch arrow, native, memory_map=False, TPCH-19, scale_factor=0.01, R 0.321 s -1.177
2023-01-13 23:26 R tpch arrow, parquet, memory_map=False, TPCH-19, scale_factor=0.01, R 0.397 s 0.203
2023-01-13 23:26 R tpch arrow, native, memory_map=False, TPCH-19, scale_factor=0.1, R 0.524 s -2.352
2023-01-13 23:27 R tpch arrow, parquet, memory_map=False, TPCH-19, scale_factor=0.1, R 0.595 s 0.296
2023-01-13 23:27 R tpch arrow, native, memory_map=False, TPCH-19, scale_factor=1, R 1.238 s -2.225
2023-01-13 23:27 R tpch arrow, parquet, memory_map=False, TPCH-19, scale_factor=1, R 3.126 s -2.300
2023-01-13 23:32 R tpch arrow, native, memory_map=False, TPCH-19, scale_factor=10, R 9.275 s -2.799
2023-01-13 23:34 R tpch arrow, parquet, memory_map=False, TPCH-20, scale_factor=0.01, R 0.400 s 0.020
2023-01-13 23:34 R tpch arrow, native, memory_map=False, TPCH-20, scale_factor=0.1, R 0.313 s -1.124
2023-01-13 23:33 R tpch arrow, parquet, memory_map=False, TPCH-19, scale_factor=10, R 31.210 s -3.442
2023-01-13 23:34 R tpch arrow, parquet, memory_map=False, TPCH-20, scale_factor=0.1, R 0.514 s 0.765
2023-01-13 23:33 R tpch arrow, native, memory_map=False, TPCH-20, scale_factor=0.01, R 0.312 s -1.542
2023-01-13 23:35 R tpch arrow, native, memory_map=False, TPCH-20, scale_factor=1, R 0.361 s -0.881
2023-01-13 23:35 R tpch arrow, parquet, memory_map=False, TPCH-20, scale_factor=1, R 3.397 s -1.747
2023-01-13 23:39 R tpch arrow, native, memory_map=False, TPCH-20, scale_factor=10, R 0.929 s -1.382
2023-01-13 23:41 R tpch arrow, native, memory_map=False, TPCH-21, scale_factor=0.01, R 0.463 s -1.626
2023-01-13 23:41 R tpch arrow, parquet, memory_map=False, TPCH-20, scale_factor=10, R 36.903 s -2.345
2023-01-13 23:42 R tpch arrow, native, memory_map=False, TPCH-21, scale_factor=0.1, R 0.888 s -3.300
2023-01-13 23:42 R tpch arrow, parquet, memory_map=False, TPCH-21, scale_factor=0.01, R 0.550 s -0.900
2023-01-13 23:42 R tpch arrow, parquet, memory_map=False, TPCH-21, scale_factor=0.1, R 0.996 s -1.355
2023-01-13 23:43 R tpch arrow, native, memory_map=False, TPCH-21, scale_factor=1, R 3.934 s -3.283
2023-01-13 23:43 R tpch arrow, parquet, memory_map=False, TPCH-21, scale_factor=1, R 5.232 s -3.977
2023-01-13 23:50 R tpch arrow, native, memory_map=False, TPCH-21, scale_factor=10, R 42.403 s -3.011
2023-01-13 23:53 R tpch arrow, parquet, memory_map=False, TPCH-21, scale_factor=10, R 57.209 s -4.433
2023-01-13 23:53 R tpch arrow, parquet, memory_map=False, TPCH-22, scale_factor=0.01, R 0.301 s 0.729
2023-01-13 23:56 R tpch arrow, parquet, memory_map=False, TPCH-22, scale_factor=10, R 11.146 s -3.145
2023-01-13 23:54 R tpch arrow, parquet, memory_map=False, TPCH-22, scale_factor=1, R 0.691 s 1.146
2023-01-13 23:54 R tpch arrow, native, memory_map=False, TPCH-22, scale_factor=0.1, R 0.244 s -0.474
2023-01-13 23:54 R tpch arrow, parquet, memory_map=False, TPCH-22, scale_factor=0.1, R 0.337 s 0.991
2023-01-13 23:54 R tpch arrow, native, memory_map=False, TPCH-22, scale_factor=1, R 0.277 s -1.026
2023-01-13 23:53 R tpch arrow, native, memory_map=False, TPCH-22, scale_factor=0.01, R 0.239 s -0.696
2023-01-13 23:55 R tpch arrow, native, memory_map=False, TPCH-22, scale_factor=10, R 0.407 s -1.455