Top Outliers
Benchmarks
Date Lang Batch Benchmark Mean Z-Score Error
2022-11-14 07:53 R tpch arrow, parquet, memory_map=False, TPCH-01, scale_factor=1, R 0.542 s -0.349
2022-11-14 07:53 R tpch arrow, parquet, memory_map=False, TPCH-01, scale_factor=0.01, R 0.170 s -0.112
2022-11-14 07:53 R tpch arrow, parquet, memory_map=False, TPCH-01, scale_factor=0.1, R 0.202 s -0.076
2022-11-14 07:54 R tpch arrow, native, memory_map=False, TPCH-01, scale_factor=10, R 1.871 s 0.731
2022-11-14 08:01 R tpch arrow, native, memory_map=False, TPCH-06, scale_factor=10, R 0.467 s -1.819
2022-11-14 08:07 R tpch arrow, parquet, memory_map=False, TPCH-10, scale_factor=0.1, R 0.241 s -1.173
2022-11-14 07:56 R tpch arrow, parquet, memory_map=False, TPCH-03, scale_factor=1, R 0.471 s -0.001
2022-11-14 08:02 R tpch arrow, parquet, memory_map=False, TPCH-07, scale_factor=1, R 0.587 s -12.591
2022-11-14 08:04 R tpch arrow, native, memory_map=False, TPCH-08, scale_factor=10, R 0.651 s 0.278
2022-11-14 08:07 R tpch arrow, native, memory_map=False, TPCH-10, scale_factor=0.01, R 0.174 s 0.556
2022-11-14 08:08 R tpch arrow, native, memory_map=False, TPCH-11, scale_factor=0.1, R 0.158 s 1.015
2022-11-14 07:56 R tpch arrow, native, memory_map=False, TPCH-03, scale_factor=1, R 0.274 s -0.051
2022-11-14 07:58 R tpch arrow, native, memory_map=False, TPCH-04, scale_factor=10, R 1.248 s -1.911
2022-11-14 07:54 R tpch arrow, native, memory_map=False, TPCH-02, scale_factor=0.01, R 0.191 s 0.061
2022-11-14 08:02 R tpch arrow, native, memory_map=False, TPCH-07, scale_factor=0.01, R 0.196 s 0.272
2022-11-14 08:02 R tpch arrow, native, memory_map=False, TPCH-07, scale_factor=0.1, R 0.201 s -0.257
2022-11-14 08:02 R tpch arrow, native, memory_map=False, TPCH-07, scale_factor=1, R 0.275 s -0.041
2022-11-14 07:57 R tpch arrow, native, memory_map=False, TPCH-03, scale_factor=10, R 1.383 s -1.531
2022-11-14 08:03 R tpch arrow, parquet, memory_map=False, TPCH-08, scale_factor=0.01, R 0.273 s -0.039
2022-11-14 08:07 R tpch arrow, native, memory_map=False, TPCH-10, scale_factor=1, R 0.273 s 0.468
2022-11-14 08:10 R tpch arrow, native, memory_map=False, TPCH-12, scale_factor=1, R 0.463 s 0.226
2022-11-14 08:13 R tpch arrow, native, memory_map=False, TPCH-14, scale_factor=0.01, R 0.146 s -0.457
2022-11-14 08:13 R tpch arrow, native, memory_map=False, TPCH-14, scale_factor=0.1, R 0.168 s 0.068
2022-11-14 08:14 R tpch arrow, native, memory_map=False, TPCH-14, scale_factor=10, R 2.177 s -1.649
2022-11-14 08:17 R tpch arrow, native, memory_map=False, TPCH-16, scale_factor=1, R 0.237 s 0.832
2022-11-14 08:00 R tpch arrow, native, memory_map=False, TPCH-06, scale_factor=0.1, R 0.114 s -0.035
2022-11-14 08:03 R tpch arrow, native, memory_map=False, TPCH-08, scale_factor=0.1, R 0.228 s 0.472
2022-11-14 08:13 R tpch arrow, parquet, memory_map=False, TPCH-14, scale_factor=0.1, R 0.255 s -0.660
2022-11-14 08:18 R tpch arrow, parquet, memory_map=False, TPCH-17, scale_factor=0.1, R 0.275 s 0.389
2022-11-14 08:19 R tpch arrow, parquet, memory_map=False, TPCH-17, scale_factor=10, R 9.431 s 0.144
2022-11-14 08:21 R tpch arrow, native, memory_map=False, TPCH-18, scale_factor=10, R 3.030 s -0.530
2022-11-14 07:54 R tpch arrow, parquet, memory_map=False, TPCH-02, scale_factor=0.01, R 0.229 s -0.117
2022-11-14 07:55 R tpch arrow, parquet, memory_map=False, TPCH-02, scale_factor=10, R 1.174 s -0.807
2022-11-14 08:00 R tpch arrow, parquet, memory_map=False, TPCH-05, scale_factor=10, R 3.146 s -1.430
2022-11-14 08:02 R tpch arrow, parquet, memory_map=False, TPCH-07, scale_factor=0.01, R 0.236 s -1.078
2022-11-14 08:09 R tpch arrow, native, memory_map=False, TPCH-11, scale_factor=1, R 0.258 s 2.366
2022-11-14 07:55 R tpch arrow, parquet, memory_map=False, TPCH-02, scale_factor=0.1, R 0.242 s -0.686
2022-11-14 08:01 R tpch arrow, parquet, memory_map=False, TPCH-06, scale_factor=10, R 2.514 s -0.819
2022-11-14 08:03 R tpch arrow, parquet, memory_map=False, TPCH-07, scale_factor=10, R 3.137 s 0.113
2022-11-14 08:09 R tpch arrow, native, memory_map=False, TPCH-11, scale_factor=10, R 1.457 s -0.182
2022-11-14 08:18 R tpch arrow, native, memory_map=False, TPCH-17, scale_factor=0.1, R 0.151 s 0.163
2022-11-14 08:18 R tpch arrow, native, memory_map=False, TPCH-17, scale_factor=1, R 0.216 s -0.008
2022-11-14 08:20 R tpch arrow, native, memory_map=False, TPCH-18, scale_factor=0.1, R 0.147 s -0.155
2022-11-14 08:21 R tpch arrow, native, memory_map=False, TPCH-19, scale_factor=0.1, R 0.249 s -0.270
2022-11-14 08:24 R tpch arrow, parquet, memory_map=False, TPCH-19, scale_factor=10, R 14.834 s -1.029
2022-11-14 08:24 R tpch arrow, parquet, memory_map=False, TPCH-20, scale_factor=0.01, R 0.225 s -0.146
2022-11-14 08:05 R tpch arrow, parquet, memory_map=False, TPCH-08, scale_factor=10, R 3.353 s -0.970
2022-11-14 08:05 R tpch arrow, parquet, memory_map=False, TPCH-09, scale_factor=0.1, R 0.265 s -0.106
2022-11-14 08:11 R tpch arrow, parquet, memory_map=False, TPCH-12, scale_factor=10, R 9.267 s -1.985
2022-11-14 08:13 R tpch arrow, parquet, memory_map=False, TPCH-14, scale_factor=0.01, R 0.185 s -0.651
2022-11-14 08:16 R tpch arrow, parquet, memory_map=False, TPCH-15, scale_factor=1, R 0.472 s -0.408
2022-11-14 08:21 R tpch arrow, parquet, memory_map=False, TPCH-19, scale_factor=0.01, R 0.224 s -0.684
2022-11-14 08:28 R tpch arrow, native, memory_map=False, TPCH-22, scale_factor=0.1, R 0.135 s 0.793
2022-11-14 07:54 R tpch arrow, parquet, memory_map=False, TPCH-01, scale_factor=10, R 3.527 s -0.273
2022-11-14 07:55 R tpch arrow, parquet, memory_map=False, TPCH-02, scale_factor=1, R 0.321 s -0.363
2022-11-14 07:55 R tpch arrow, parquet, memory_map=False, TPCH-03, scale_factor=0.01, R 0.190 s -0.771
2022-11-14 07:59 R tpch arrow, parquet, memory_map=False, TPCH-05, scale_factor=1, R 0.515 s -0.439
2022-11-14 08:05 R tpch arrow, native, memory_map=False, TPCH-09, scale_factor=0.1, R 0.200 s 0.733
2022-11-14 08:08 R tpch arrow, native, memory_map=False, TPCH-11, scale_factor=0.01, R 0.142 s 1.286
2022-11-14 08:14 R tpch arrow, native, memory_map=False, TPCH-14, scale_factor=1, R 0.349 s 0.277
2022-11-14 08:18 R tpch arrow, native, memory_map=False, TPCH-17, scale_factor=0.01, R 0.149 s -0.714
2022-11-14 08:19 R tpch arrow, native, memory_map=False, TPCH-18, scale_factor=0.01, R 0.135 s -0.034
2022-11-14 08:20 R tpch arrow, native, memory_map=False, TPCH-18, scale_factor=1, R 0.325 s 1.823
2022-11-14 08:28 R tpch arrow, parquet, memory_map=False, TPCH-22, scale_factor=1, R 0.377 s 0.870
2022-11-14 08:29 R tpch arrow, parquet, memory_map=False, TPCH-22, scale_factor=10, R 2.374 s -0.061
2022-11-14 07:53 R tpch arrow, native, memory_map=False, TPCH-01, scale_factor=1, R 0.310 s 0.875
2022-11-14 07:55 R tpch arrow, native, memory_map=False, TPCH-02, scale_factor=10, R 0.829 s 1.663
2022-11-14 07:57 R tpch arrow, native, memory_map=False, TPCH-04, scale_factor=0.1, R 0.143 s 0.095
2022-11-14 07:57 R tpch arrow, native, memory_map=False, TPCH-04, scale_factor=1, R 0.248 s -0.794
2022-11-14 08:03 R tpch arrow, native, memory_map=False, TPCH-07, scale_factor=10, R 0.956 s -1.166
2022-11-14 08:09 R tpch arrow, parquet, memory_map=False, TPCH-11, scale_factor=1, R 0.508 s 0.707
2022-11-14 08:15 R tpch arrow, parquet, memory_map=False, TPCH-14, scale_factor=10, R 7.483 s 0.684
2022-11-14 08:15 R tpch arrow, parquet, memory_map=False, TPCH-15, scale_factor=0.01, R 0.176 s -1.554
2022-11-14 08:18 R tpch arrow, parquet, memory_map=False, TPCH-17, scale_factor=0.01, R 0.191 s -0.214
2022-11-14 08:23 R tpch arrow, native, memory_map=False, TPCH-19, scale_factor=10, R 10.198 s -0.729
2022-11-14 08:24 R tpch arrow, native, memory_map=False, TPCH-20, scale_factor=1, R 0.232 s 0.128
2022-11-14 07:53 R tpch arrow, native, memory_map=False, TPCH-01, scale_factor=0.1, R 0.154 s -0.715
2022-11-14 07:57 R tpch arrow, parquet, memory_map=False, TPCH-03, scale_factor=10, R 3.052 s -0.297
2022-11-14 07:58 R tpch arrow, parquet, memory_map=False, TPCH-04, scale_factor=1, R 0.269 s -0.602
2022-11-14 08:00 R tpch arrow, parquet, memory_map=False, TPCH-06, scale_factor=0.01, R 0.143 s -1.449
2022-11-14 08:04 R tpch arrow, native, memory_map=False, TPCH-08, scale_factor=1, R 0.263 s 0.758
2022-11-14 08:07 R tpch arrow, native, memory_map=False, TPCH-10, scale_factor=0.1, R 0.181 s 0.185
2022-11-14 07:56 R tpch arrow, parquet, memory_map=False, TPCH-03, scale_factor=0.1, R 0.216 s 0.105
2022-11-14 07:57 R tpch arrow, parquet, memory_map=False, TPCH-04, scale_factor=0.01, R 0.162 s 0.191
2022-11-14 08:05 R tpch arrow, native, memory_map=False, TPCH-09, scale_factor=0.01, R 0.185 s 0.574
2022-11-14 08:08 R tpch arrow, native, memory_map=False, TPCH-10, scale_factor=10, R 1.152 s -1.332
2022-11-14 08:15 R tpch arrow, native, memory_map=False, TPCH-15, scale_factor=1, R 0.206 s 0.459
2022-11-14 08:22 R tpch arrow, parquet, memory_map=False, TPCH-19, scale_factor=0.1, R 0.329 s -0.669
2022-11-14 08:22 R tpch arrow, native, memory_map=False, TPCH-19, scale_factor=1, R 0.955 s 0.361
2022-11-14 07:59 R tpch arrow, parquet, memory_map=False, TPCH-05, scale_factor=0.01, R 0.218 s 0.494
2022-11-14 08:01 R tpch arrow, parquet, memory_map=False, TPCH-06, scale_factor=1, R 0.390 s -0.133
2022-11-14 08:04 R tpch arrow, parquet, memory_map=False, TPCH-08, scale_factor=0.1, R 0.302 s -0.437
2022-11-14 08:09 R tpch arrow, native, memory_map=False, TPCH-12, scale_factor=0.01, R 0.142 s -0.723
2022-11-14 08:11 R tpch arrow, native, memory_map=False, TPCH-13, scale_factor=0.01, R 0.124 s 0.769
2022-11-14 08:15 R tpch arrow, native, memory_map=False, TPCH-15, scale_factor=0.01, R 0.142 s 0.623
2022-11-14 08:17 R tpch arrow, native, memory_map=False, TPCH-16, scale_factor=0.1, R 0.151 s 0.828
2022-11-14 08:26 R tpch arrow, parquet, memory_map=False, TPCH-21, scale_factor=0.01, R 0.313 s -0.548
2022-11-14 07:55 R tpch arrow, native, memory_map=False, TPCH-03, scale_factor=0.01, R 0.158 s 0.169
2022-11-14 07:56 R tpch arrow, native, memory_map=False, TPCH-03, scale_factor=0.1, R 0.168 s -0.994
2022-11-14 08:00 R tpch arrow, native, memory_map=False, TPCH-06, scale_factor=0.01, R 0.111 s 0.105
2022-11-14 08:03 R tpch arrow, native, memory_map=False, TPCH-08, scale_factor=0.01, R 0.226 s 0.087
2022-11-14 08:05 R tpch arrow, parquet, memory_map=False, TPCH-09, scale_factor=1, R 0.608 s 0.030
2022-11-14 08:20 R tpch arrow, parquet, memory_map=False, TPCH-18, scale_factor=0.01, R 0.170 s 0.294
2022-11-14 08:22 R tpch arrow, parquet, memory_map=False, TPCH-19, scale_factor=1, R 1.584 s -1.072
2022-11-14 07:53 R tpch arrow, native, memory_map=False, TPCH-01, scale_factor=0.01, R 0.140 s -0.572
2022-11-14 07:57 R tpch arrow, parquet, memory_map=False, TPCH-04, scale_factor=0.1, R 0.171 s 0.594
2022-11-14 07:58 R tpch arrow, parquet, memory_map=False, TPCH-04, scale_factor=10, R 1.068 s 0.013
2022-11-14 08:16 R tpch arrow, native, memory_map=False, TPCH-15, scale_factor=10, R 0.863 s -0.490
2022-11-14 08:16 R tpch arrow, native, memory_map=False, TPCH-16, scale_factor=0.01, R 0.135 s -0.554
2022-11-14 08:24 R tpch arrow, parquet, memory_map=False, TPCH-20, scale_factor=0.1, R 0.298 s -0.755
2022-11-14 07:55 R tpch arrow, native, memory_map=False, TPCH-02, scale_factor=0.1, R 0.197 s 0.846
2022-11-14 07:57 R tpch arrow, native, memory_map=False, TPCH-04, scale_factor=0.01, R 0.137 s -0.003
2022-11-14 08:07 R tpch arrow, parquet, memory_map=False, TPCH-10, scale_factor=0.01, R 0.210 s -0.459
2022-11-14 08:07 R tpch arrow, parquet, memory_map=False, TPCH-10, scale_factor=1, R 0.532 s -0.593
2022-11-14 08:08 R tpch arrow, parquet, memory_map=False, TPCH-11, scale_factor=0.01, R 0.182 s -0.754
2022-11-14 08:12 R tpch arrow, parquet, memory_map=False, TPCH-13, scale_factor=1, R 0.864 s 0.616
2022-11-14 08:14 R tpch arrow, parquet, memory_map=False, TPCH-14, scale_factor=1, R 0.968 s 0.009
2022-11-14 08:17 R tpch arrow, parquet, memory_map=False, TPCH-16, scale_factor=0.1, R 0.206 s 0.084
2022-11-14 08:20 R tpch arrow, parquet, memory_map=False, TPCH-18, scale_factor=0.1, R 0.196 s -1.580
2022-11-14 07:55 R tpch arrow, native, memory_map=False, TPCH-02, scale_factor=1, R 0.254 s 0.256
2022-11-14 07:58 R tpch arrow, native, memory_map=False, TPCH-05, scale_factor=0.01, R 0.177 s 0.693
2022-11-14 07:59 R tpch arrow, native, memory_map=False, TPCH-05, scale_factor=1, R 0.236 s 0.970
2022-11-14 08:00 R tpch arrow, native, memory_map=False, TPCH-05, scale_factor=10, R 0.818 s -0.241
2022-11-14 08:09 R tpch arrow, parquet, memory_map=False, TPCH-11, scale_factor=0.1, R 0.219 s 0.108
2022-11-14 08:10 R tpch arrow, parquet, memory_map=False, TPCH-12, scale_factor=0.1, R 0.271 s 0.286
2022-11-14 08:17 R tpch arrow, parquet, memory_map=False, TPCH-16, scale_factor=0.01, R 0.169 s -1.496
2022-11-14 08:18 R tpch arrow, parquet, memory_map=False, TPCH-17, scale_factor=1, R 1.204 s 0.802
2022-11-14 08:20 R tpch arrow, parquet, memory_map=False, TPCH-18, scale_factor=1, R 0.518 s 0.972
2022-11-14 08:26 R tpch arrow, native, memory_map=False, TPCH-21, scale_factor=0.1, R 0.479 s -1.490
2022-11-14 08:28 R tpch arrow, native, memory_map=False, TPCH-22, scale_factor=1, R 0.152 s 1.136
2022-11-14 07:59 R tpch arrow, native, memory_map=False, TPCH-05, scale_factor=0.1, R 0.182 s 0.591
2022-11-14 08:01 R tpch arrow, native, memory_map=False, TPCH-06, scale_factor=1, R 0.146 s -0.123
2022-11-14 08:04 R tpch arrow, parquet, memory_map=False, TPCH-08, scale_factor=1, R 0.567 s -0.216
2022-11-14 08:05 R tpch arrow, parquet, memory_map=False, TPCH-09, scale_factor=0.01, R 0.225 s 0.381
2022-11-14 08:09 R tpch arrow, parquet, memory_map=False, TPCH-11, scale_factor=10, R 3.658 s 0.094
2022-11-14 08:12 R tpch arrow, parquet, memory_map=False, TPCH-13, scale_factor=0.01, R 0.159 s -0.159
2022-11-14 08:15 R tpch arrow, parquet, memory_map=False, TPCH-15, scale_factor=0.1, R 0.204 s -1.590
2022-11-14 08:21 R tpch arrow, parquet, memory_map=False, TPCH-18, scale_factor=10, R 4.471 s -0.027
2022-11-14 08:24 R tpch arrow, native, memory_map=False, TPCH-20, scale_factor=0.01, R 0.177 s 0.223
2022-11-14 08:28 R tpch arrow, native, memory_map=False, TPCH-22, scale_factor=0.01, R 0.133 s -0.422
2022-11-14 07:59 R tpch arrow, parquet, memory_map=False, TPCH-05, scale_factor=0.1, R 0.248 s 0.388
2022-11-14 08:00 R tpch arrow, parquet, memory_map=False, TPCH-06, scale_factor=0.1, R 0.166 s -1.361
2022-11-14 08:02 R tpch arrow, parquet, memory_map=False, TPCH-07, scale_factor=0.1, R 0.263 s 0.096
2022-11-14 08:05 R tpch arrow, native, memory_map=False, TPCH-09, scale_factor=1, R 0.295 s 0.862
2022-11-14 08:06 R tpch arrow, native, memory_map=False, TPCH-09, scale_factor=10, R 1.132 s -0.147
2022-11-14 08:10 R tpch arrow, native, memory_map=False, TPCH-12, scale_factor=0.1, R 0.199 s -0.736
2022-11-14 08:11 R tpch arrow, native, memory_map=False, TPCH-12, scale_factor=10, R 3.317 s 0.526
2022-11-14 08:12 R tpch arrow, native, memory_map=False, TPCH-13, scale_factor=0.1, R 0.219 s 0.222
2022-11-14 08:12 R tpch arrow, native, memory_map=False, TPCH-13, scale_factor=1, R 0.628 s 0.296
2022-11-14 08:13 R tpch arrow, native, memory_map=False, TPCH-13, scale_factor=10, R 5.012 s -0.235
2022-11-14 08:19 R tpch arrow, native, memory_map=False, TPCH-17, scale_factor=10, R 0.848 s 0.192
2022-11-14 08:21 R tpch arrow, native, memory_map=False, TPCH-19, scale_factor=0.01, R 0.184 s -0.931
2022-11-14 08:26 R tpch arrow, parquet, memory_map=False, TPCH-20, scale_factor=10, R 8.135 s 0.052
2022-11-14 08:06 R tpch arrow, parquet, memory_map=False, TPCH-09, scale_factor=10, R 3.988 s -1.054
2022-11-14 08:08 R tpch arrow, parquet, memory_map=False, TPCH-10, scale_factor=10, R 3.295 s -0.156
2022-11-14 08:10 R tpch arrow, parquet, memory_map=False, TPCH-12, scale_factor=0.01, R 0.180 s -0.549
2022-11-14 08:12 R tpch arrow, parquet, memory_map=False, TPCH-13, scale_factor=0.1, R 0.281 s 0.122
2022-11-14 08:24 R tpch arrow, native, memory_map=False, TPCH-20, scale_factor=0.1, R 0.180 s -0.494
2022-11-14 08:10 R tpch arrow, parquet, memory_map=False, TPCH-12, scale_factor=1, R 1.164 s -1.425
2022-11-14 08:13 R tpch arrow, parquet, memory_map=False, TPCH-13, scale_factor=10, R 7.140 s -0.349
2022-11-14 08:17 R tpch arrow, parquet, memory_map=False, TPCH-16, scale_factor=1, R 0.447 s 0.658
2022-11-14 08:25 R tpch arrow, parquet, memory_map=False, TPCH-20, scale_factor=1, R 1.100 s -0.441
2022-11-14 08:26 R tpch arrow, parquet, memory_map=False, TPCH-21, scale_factor=0.1, R 0.579 s 0.063
2022-11-14 08:27 R tpch arrow, parquet, memory_map=False, TPCH-21, scale_factor=1, R 3.173 s -0.286
2022-11-14 08:15 R tpch arrow, native, memory_map=False, TPCH-15, scale_factor=0.1, R 0.146 s 0.508
2022-11-14 08:17 R tpch arrow, native, memory_map=False, TPCH-16, scale_factor=10, R 1.145 s 1.322
2022-11-14 08:16 R tpch arrow, parquet, memory_map=False, TPCH-15, scale_factor=10, R 3.021 s 0.575
2022-11-14 08:17 R tpch arrow, parquet, memory_map=False, TPCH-16, scale_factor=10, R 3.098 s -0.085
2022-11-14 08:25 R tpch arrow, native, memory_map=False, TPCH-20, scale_factor=10, R 0.780 s -0.288
2022-11-14 08:26 R tpch arrow, native, memory_map=False, TPCH-21, scale_factor=0.01, R 0.264 s -0.487
2022-11-14 08:26 R tpch arrow, native, memory_map=False, TPCH-21, scale_factor=1, R 2.597 s -0.646
2022-11-14 08:28 R tpch arrow, native, memory_map=False, TPCH-22, scale_factor=10, R 0.319 s 0.587
2022-11-14 08:28 R tpch arrow, parquet, memory_map=False, TPCH-22, scale_factor=0.01, R 0.165 s 1.247
2022-11-14 08:28 R tpch arrow, parquet, memory_map=False, TPCH-22, scale_factor=0.1, R 0.188 s -0.054