Top Outliers
Benchmarks
Date Lang Batch Benchmark Mean Z-Score Error
2023-01-19 00:37 R tpch arrow, native, memory_map=False, TPCH-01, scale_factor=0.1, R 0.161 s -4.445
2023-01-19 00:37 R tpch arrow, parquet, memory_map=False, TPCH-01, scale_factor=0.1, R 0.214 s -6.303
2023-01-19 00:38 R tpch arrow, native, memory_map=False, TPCH-01, scale_factor=10, R 1.887 s 0.632
2023-01-19 00:37 R tpch arrow, parquet, memory_map=False, TPCH-01, scale_factor=0.01, R 0.178 s -0.733
2023-01-19 00:37 R tpch arrow, native, memory_map=False, TPCH-01, scale_factor=0.01, R 0.148 s -4.571
2023-01-19 00:37 R tpch arrow, parquet, memory_map=False, TPCH-01, scale_factor=1, R 0.557 s -1.530
2023-01-19 00:37 R tpch arrow, native, memory_map=False, TPCH-01, scale_factor=1, R 0.321 s -2.171
2023-01-19 00:39 R tpch arrow, native, memory_map=False, TPCH-02, scale_factor=0.1, R 0.213 s -6.298
2023-01-19 00:39 R tpch arrow, parquet, memory_map=False, TPCH-02, scale_factor=1, R 0.339 s -5.236
2023-01-19 00:38 R tpch arrow, parquet, memory_map=False, TPCH-01, scale_factor=10, R 3.580 s -0.353
2023-01-19 00:38 R tpch arrow, parquet, memory_map=False, TPCH-02, scale_factor=0.01, R 0.244 s -5.791
2023-01-19 00:38 R tpch arrow, native, memory_map=False, TPCH-02, scale_factor=0.01, R 0.206 s -6.356
2023-01-19 00:40 R tpch arrow, native, memory_map=False, TPCH-03, scale_factor=0.1, R 0.174 s -4.127
2023-01-19 00:39 R tpch arrow, parquet, memory_map=False, TPCH-02, scale_factor=0.1, R 0.256 s -5.403
2023-01-19 00:39 R tpch arrow, parquet, memory_map=False, TPCH-02, scale_factor=10, R 1.176 s -1.557
2023-01-19 00:39 R tpch arrow, native, memory_map=False, TPCH-02, scale_factor=10, R 0.818 s -1.692
2023-01-19 00:39 R tpch arrow, native, memory_map=False, TPCH-03, scale_factor=0.01, R 0.168 s -5.874
2023-01-19 00:39 R tpch arrow, native, memory_map=False, TPCH-02, scale_factor=1, R 0.267 s -5.343
2023-01-19 00:40 R tpch arrow, parquet, memory_map=False, TPCH-03, scale_factor=0.01, R 0.201 s -6.485
2023-01-19 00:40 R tpch arrow, native, memory_map=False, TPCH-03, scale_factor=1, R 0.273 s -5.944
2023-01-19 00:40 R tpch arrow, parquet, memory_map=False, TPCH-03, scale_factor=0.1, R 0.229 s -4.939
2023-01-19 00:41 R tpch arrow, native, memory_map=False, TPCH-04, scale_factor=0.01, R 0.145 s -0.825
2023-01-19 00:41 R tpch arrow, native, memory_map=False, TPCH-04, scale_factor=0.1, R 0.152 s -3.781
2023-01-19 00:43 R tpch arrow, parquet, memory_map=False, TPCH-05, scale_factor=0.01, R 0.232 s -6.694
2023-01-19 00:45 R tpch arrow, native, memory_map=False, TPCH-06, scale_factor=1, R 0.152 s -3.126
2023-01-19 00:47 R tpch arrow, native, memory_map=False, TPCH-07, scale_factor=10, R 0.976 s -3.568
2023-01-19 00:40 R tpch arrow, parquet, memory_map=False, TPCH-03, scale_factor=1, R 0.491 s -1.849
2023-01-19 00:47 R tpch arrow, native, memory_map=False, TPCH-08, scale_factor=0.01, R 0.246 s -6.010
2023-01-19 00:48 R tpch arrow, native, memory_map=False, TPCH-08, scale_factor=0.1, R 0.253 s -2.644
2023-01-19 00:43 R tpch arrow, native, memory_map=False, TPCH-05, scale_factor=1, R 0.250 s -4.151
2023-01-19 00:46 R tpch arrow, native, memory_map=False, TPCH-07, scale_factor=0.01, R 0.213 s -6.309
2023-01-19 00:46 R tpch arrow, native, memory_map=False, TPCH-07, scale_factor=1, R 0.289 s -5.244
2023-01-19 00:48 R tpch arrow, parquet, memory_map=False, TPCH-08, scale_factor=1, R 0.591 s -1.941
2023-01-19 00:49 R tpch arrow, parquet, memory_map=False, TPCH-09, scale_factor=0.1, R 0.281 s -1.720
2023-01-19 00:43 R tpch arrow, parquet, memory_map=False, TPCH-05, scale_factor=0.1, R 0.262 s -5.207
2023-01-19 00:45 R tpch arrow, parquet, memory_map=False, TPCH-06, scale_factor=0.1, R 0.180 s -6.251
2023-01-19 00:45 R tpch arrow, parquet, memory_map=False, TPCH-06, scale_factor=1, R 0.406 s -1.015
2023-01-19 00:45 R tpch arrow, native, memory_map=False, TPCH-06, scale_factor=10, R 0.480 s -4.055
2023-01-19 00:48 R tpch arrow, native, memory_map=False, TPCH-08, scale_factor=1, R 0.286 s -5.992
2023-01-19 00:49 R tpch arrow, native, memory_map=False, TPCH-08, scale_factor=10, R 0.669 s -3.772
2023-01-19 00:49 R tpch arrow, native, memory_map=False, TPCH-09, scale_factor=0.1, R 0.216 s -6.415
2023-01-19 00:42 R tpch arrow, parquet, memory_map=False, TPCH-04, scale_factor=10, R 1.094 s -1.777
2023-01-19 00:43 R tpch arrow, native, memory_map=False, TPCH-05, scale_factor=0.01, R 0.190 s -5.317
2023-01-19 00:44 R tpch arrow, parquet, memory_map=False, TPCH-05, scale_factor=10, R 3.185 s -1.344
2023-01-19 00:46 R tpch arrow, parquet, memory_map=False, TPCH-06, scale_factor=10, R 2.536 s -0.774
2023-01-19 00:53 R tpch arrow, native, memory_map=False, TPCH-11, scale_factor=1, R 0.273 s -4.637
2023-01-19 00:44 R tpch arrow, native, memory_map=False, TPCH-06, scale_factor=0.01, R 0.118 s -3.630
2023-01-19 00:46 R tpch arrow, native, memory_map=False, TPCH-07, scale_factor=0.1, R 0.217 s -6.458
2023-01-19 00:50 R tpch arrow, native, memory_map=False, TPCH-09, scale_factor=10, R 1.153 s -2.386
2023-01-19 00:41 R tpch arrow, native, memory_map=False, TPCH-03, scale_factor=10, R 1.234 s -0.831
2023-01-19 00:42 R tpch arrow, parquet, memory_map=False, TPCH-04, scale_factor=1, R 0.276 s -3.766
2023-01-19 00:50 R tpch arrow, native, memory_map=False, TPCH-09, scale_factor=1, R 0.311 s -5.088
2023-01-19 00:50 R tpch arrow, parquet, memory_map=False, TPCH-09, scale_factor=1, R 0.634 s -2.115
2023-01-19 00:52 R tpch arrow, native, memory_map=False, TPCH-11, scale_factor=0.01, R 0.157 s -6.331
2023-01-19 00:54 R tpch arrow, parquet, memory_map=False, TPCH-11, scale_factor=10, R 3.729 s -0.794
2023-01-19 00:54 R tpch arrow, native, memory_map=False, TPCH-12, scale_factor=0.01, R 0.151 s -4.011
2023-01-19 00:41 R tpch arrow, parquet, memory_map=False, TPCH-03, scale_factor=10, R 3.055 s -0.028
2023-01-19 00:42 R tpch arrow, native, memory_map=False, TPCH-04, scale_factor=1, R 0.254 s -3.698
2023-01-19 00:43 R tpch arrow, parquet, memory_map=False, TPCH-05, scale_factor=1, R 0.530 s -1.262
2023-01-19 00:46 R tpch arrow, parquet, memory_map=False, TPCH-07, scale_factor=0.01, R 0.250 s -4.958
2023-01-19 00:47 R tpch arrow, parquet, memory_map=False, TPCH-07, scale_factor=10, R 3.221 s -1.658
2023-01-19 00:49 R tpch arrow, native, memory_map=False, TPCH-09, scale_factor=0.01, R 0.199 s -5.621
2023-01-19 00:49 R tpch arrow, parquet, memory_map=False, TPCH-09, scale_factor=0.01, R 0.240 s -5.805
2023-01-19 00:51 R tpch arrow, native, memory_map=False, TPCH-10, scale_factor=0.01, R 0.187 s -1.515
2023-01-19 00:52 R tpch arrow, native, memory_map=False, TPCH-10, scale_factor=10, R 1.039 s -2.094
2023-01-19 00:53 R tpch arrow, parquet, memory_map=False, TPCH-11, scale_factor=0.01, R 0.193 s -4.033
2023-01-19 00:53 R tpch arrow, native, memory_map=False, TPCH-11, scale_factor=10, R 1.470 s -0.697
2023-01-19 00:54 R tpch arrow, parquet, memory_map=False, TPCH-12, scale_factor=0.01, R 0.192 s -6.144
2023-01-19 00:54 R tpch arrow, parquet, memory_map=False, TPCH-12, scale_factor=0.1, R 0.290 s -2.578
2023-01-19 00:41 R tpch arrow, parquet, memory_map=False, TPCH-04, scale_factor=0.01, R 0.171 s -3.961
2023-01-19 00:41 R tpch arrow, parquet, memory_map=False, TPCH-04, scale_factor=0.1, R 0.181 s -3.886
2023-01-19 00:43 R tpch arrow, native, memory_map=False, TPCH-05, scale_factor=0.1, R 0.196 s -6.325
2023-01-19 00:44 R tpch arrow, parquet, memory_map=False, TPCH-06, scale_factor=0.01, R 0.156 s -6.831
2023-01-19 00:46 R tpch arrow, parquet, memory_map=False, TPCH-07, scale_factor=0.1, R 0.280 s -6.179
2023-01-19 00:46 R tpch arrow, parquet, memory_map=False, TPCH-07, scale_factor=1, R 0.553 s -2.431
2023-01-19 00:49 R tpch arrow, parquet, memory_map=False, TPCH-08, scale_factor=10, R 3.432 s -1.555
2023-01-19 00:52 R tpch arrow, parquet, memory_map=False, TPCH-10, scale_factor=10, R 3.322 s -0.318
2023-01-19 00:53 R tpch arrow, parquet, memory_map=False, TPCH-11, scale_factor=1, R 0.528 s -1.175
2023-01-19 00:56 R tpch arrow, parquet, memory_map=False, TPCH-12, scale_factor=10, R 9.403 s -1.228
2023-01-19 00:56 R tpch arrow, parquet, memory_map=False, TPCH-13, scale_factor=0.01, R 0.174 s -1.494
2023-01-19 00:56 R tpch arrow, parquet, memory_map=False, TPCH-13, scale_factor=1, R 0.901 s -0.911
2023-01-19 00:57 R tpch arrow, native, memory_map=False, TPCH-13, scale_factor=10, R 5.114 s -1.146
2023-01-19 00:59 R tpch arrow, parquet, memory_map=False, TPCH-15, scale_factor=0.01, R 0.188 s -4.840
2023-01-19 01:00 R tpch arrow, native, memory_map=False, TPCH-15, scale_factor=1, R 0.218 s -1.092
2023-01-19 00:42 R tpch arrow, native, memory_map=False, TPCH-04, scale_factor=10, R 1.246 s -1.349
2023-01-19 00:44 R tpch arrow, native, memory_map=False, TPCH-05, scale_factor=10, R 0.824 s -1.112
2023-01-19 00:44 R tpch arrow, native, memory_map=False, TPCH-06, scale_factor=0.1, R 0.122 s -4.120
2023-01-19 00:47 R tpch arrow, parquet, memory_map=False, TPCH-08, scale_factor=0.01, R 0.294 s -5.670
2023-01-19 00:48 R tpch arrow, parquet, memory_map=False, TPCH-08, scale_factor=0.1, R 0.321 s -4.742
2023-01-19 00:51 R tpch arrow, parquet, memory_map=False, TPCH-10, scale_factor=1, R 0.545 s -2.762
2023-01-19 00:53 R tpch arrow, parquet, memory_map=False, TPCH-11, scale_factor=0.1, R 0.230 s -3.221
2023-01-19 00:54 R tpch arrow, parquet, memory_map=False, TPCH-12, scale_factor=1, R 1.211 s -1.090
2023-01-19 00:51 R tpch arrow, native, memory_map=False, TPCH-10, scale_factor=1, R 0.271 s -4.339
2023-01-19 01:00 R tpch arrow, parquet, memory_map=False, TPCH-15, scale_factor=1, R 0.483 s -0.752
2023-01-19 01:01 R tpch arrow, parquet, memory_map=False, TPCH-15, scale_factor=10, R 3.118 s -1.625
2023-01-19 01:03 R tpch arrow, native, memory_map=False, TPCH-17, scale_factor=10, R 0.866 s -3.733
2023-01-19 01:04 R tpch arrow, native, memory_map=False, TPCH-18, scale_factor=0.1, R 0.156 s -4.220
2023-01-19 01:04 R tpch arrow, native, memory_map=False, TPCH-18, scale_factor=1, R 0.333 s -3.206
2023-01-19 00:51 R tpch arrow, parquet, memory_map=False, TPCH-09, scale_factor=10, R 4.035 s 0.037
2023-01-19 00:51 R tpch arrow, native, memory_map=False, TPCH-10, scale_factor=0.1, R 0.192 s -0.292
2023-01-19 00:53 R tpch arrow, native, memory_map=False, TPCH-11, scale_factor=0.1, R 0.171 s -5.083
2023-01-19 00:58 R tpch arrow, parquet, memory_map=False, TPCH-14, scale_factor=0.01, R 0.201 s -4.236
2023-01-19 00:58 R tpch arrow, parquet, memory_map=False, TPCH-14, scale_factor=0.1, R 0.272 s -4.130
2023-01-19 00:59 R tpch arrow, parquet, memory_map=False, TPCH-14, scale_factor=10, R 7.672 s -0.861
2023-01-19 01:02 R tpch arrow, native, memory_map=False, TPCH-17, scale_factor=0.01, R 0.161 s -6.158
2023-01-19 01:06 R tpch arrow, native, memory_map=False, TPCH-19, scale_factor=0.01, R 0.198 s -5.784
2023-01-19 01:06 R tpch arrow, native, memory_map=False, TPCH-19, scale_factor=0.1, R 0.270 s -5.752
2023-01-19 00:51 R tpch arrow, parquet, memory_map=False, TPCH-10, scale_factor=0.01, R 0.222 s -5.585
2023-01-19 00:51 R tpch arrow, parquet, memory_map=False, TPCH-10, scale_factor=0.1, R 0.253 s -5.111
2023-01-19 00:56 R tpch arrow, native, memory_map=False, TPCH-13, scale_factor=0.1, R 0.231 s -2.849
2023-01-19 00:58 R tpch arrow, native, memory_map=False, TPCH-14, scale_factor=0.1, R 0.188 s -4.678
2023-01-19 00:58 R tpch arrow, parquet, memory_map=False, TPCH-14, scale_factor=1, R 1.009 s -1.243
2023-01-19 01:06 R tpch arrow, parquet, memory_map=False, TPCH-18, scale_factor=10, R 4.626 s -1.616
2023-01-19 00:54 R tpch arrow, native, memory_map=False, TPCH-12, scale_factor=1, R 0.493 s -2.018
2023-01-19 00:56 R tpch arrow, native, memory_map=False, TPCH-13, scale_factor=0.01, R 0.134 s -5.347
2023-01-19 01:02 R tpch arrow, parquet, memory_map=False, TPCH-16, scale_factor=10, R 3.124 s -0.265
2023-01-19 01:02 R tpch arrow, parquet, memory_map=False, TPCH-17, scale_factor=0.01, R 0.207 s -5.808
2023-01-19 01:04 R tpch arrow, parquet, memory_map=False, TPCH-18, scale_factor=0.01, R 0.180 s -5.631
2023-01-19 00:59 R tpch arrow, native, memory_map=False, TPCH-14, scale_factor=10, R 2.228 s -1.714
2023-01-19 01:01 R tpch arrow, parquet, memory_map=False, TPCH-16, scale_factor=0.1, R 0.215 s -5.073
2023-01-19 01:02 R tpch arrow, native, memory_map=False, TPCH-16, scale_factor=10, R 1.165 s -1.720
2023-01-19 01:04 R tpch arrow, native, memory_map=False, TPCH-18, scale_factor=0.01, R 0.144 s -0.466
2023-01-19 01:05 R tpch arrow, native, memory_map=False, TPCH-18, scale_factor=10, R 3.014 s -1.301
2023-01-19 01:08 R tpch arrow, native, memory_map=False, TPCH-19, scale_factor=10, R 10.236 s -0.785
2023-01-19 00:54 R tpch arrow, native, memory_map=False, TPCH-12, scale_factor=0.1, R 0.212 s -3.441
2023-01-19 00:55 R tpch arrow, native, memory_map=False, TPCH-12, scale_factor=10, R 3.445 s -1.253
2023-01-19 00:56 R tpch arrow, native, memory_map=False, TPCH-13, scale_factor=1, R 0.653 s -1.822
2023-01-19 00:57 R tpch arrow, native, memory_map=False, TPCH-14, scale_factor=0.01, R 0.162 s -4.375
2023-01-19 01:00 R tpch arrow, native, memory_map=False, TPCH-15, scale_factor=10, R 0.871 s -2.205
2023-01-19 01:04 R tpch arrow, parquet, memory_map=False, TPCH-17, scale_factor=10, R 9.341 s 0.864
2023-01-19 01:05 R tpch arrow, parquet, memory_map=False, TPCH-18, scale_factor=1, R 0.549 s -1.539
2023-01-19 01:00 R tpch arrow, native, memory_map=False, TPCH-15, scale_factor=0.1, R 0.157 s -3.430
2023-01-19 01:01 R tpch arrow, native, memory_map=False, TPCH-16, scale_factor=0.01, R 0.143 s -5.600
2023-01-19 01:10 R tpch arrow, native, memory_map=False, TPCH-20, scale_factor=10, R 0.796 s -1.776
2023-01-19 00:56 R tpch arrow, parquet, memory_map=False, TPCH-13, scale_factor=0.1, R 0.304 s -1.409
2023-01-19 00:57 R tpch arrow, parquet, memory_map=False, TPCH-13, scale_factor=10, R 7.306 s -0.782
2023-01-19 00:58 R tpch arrow, native, memory_map=False, TPCH-14, scale_factor=1, R 0.371 s -2.824
2023-01-19 00:59 R tpch arrow, native, memory_map=False, TPCH-15, scale_factor=0.01, R 0.154 s -5.123
2023-01-19 01:00 R tpch arrow, parquet, memory_map=False, TPCH-15, scale_factor=0.1, R 0.214 s -4.236
2023-01-19 01:01 R tpch arrow, native, memory_map=False, TPCH-16, scale_factor=0.1, R 0.162 s -0.260
2023-01-19 01:01 R tpch arrow, native, memory_map=False, TPCH-16, scale_factor=1, R 0.248 s -5.690
2023-01-19 01:01 R tpch arrow, parquet, memory_map=False, TPCH-16, scale_factor=1, R 0.461 s -3.272
2023-01-19 01:01 R tpch arrow, parquet, memory_map=False, TPCH-16, scale_factor=0.01, R 0.176 s -4.569
2023-01-19 01:02 R tpch arrow, native, memory_map=False, TPCH-17, scale_factor=0.1, R 0.167 s -6.311
2023-01-19 01:03 R tpch arrow, native, memory_map=False, TPCH-17, scale_factor=1, R 0.230 s -5.494
2023-01-19 01:03 R tpch arrow, parquet, memory_map=False, TPCH-17, scale_factor=1, R 1.265 s -1.549
2023-01-19 01:06 R tpch arrow, native, memory_map=False, TPCH-19, scale_factor=1, R 0.988 s -2.896
2023-01-19 01:13 R tpch arrow, native, memory_map=False, TPCH-22, scale_factor=0.1, R 0.146 s -4.634
2023-01-19 01:02 R tpch arrow, parquet, memory_map=False, TPCH-17, scale_factor=0.1, R 0.290 s -3.617
2023-01-19 01:04 R tpch arrow, parquet, memory_map=False, TPCH-18, scale_factor=0.1, R 0.205 s -3.530
2023-01-19 01:06 R tpch arrow, parquet, memory_map=False, TPCH-19, scale_factor=0.1, R 0.347 s -2.190
2023-01-19 01:06 R tpch arrow, parquet, memory_map=False, TPCH-19, scale_factor=1, R 1.634 s -2.789
2023-01-19 01:08 R tpch arrow, parquet, memory_map=False, TPCH-19, scale_factor=10, R 15.044 s -1.592
2023-01-19 01:09 R tpch arrow, native, memory_map=False, TPCH-20, scale_factor=0.1, R 0.195 s -6.152
2023-01-19 01:12 R tpch arrow, parquet, memory_map=False, TPCH-22, scale_factor=0.01, R 0.176 s -5.084
2023-01-19 01:13 R tpch arrow, native, memory_map=False, TPCH-22, scale_factor=1, R 0.162 s -3.211
2023-01-19 01:06 R tpch arrow, parquet, memory_map=False, TPCH-19, scale_factor=0.01, R 0.239 s -6.039
2023-01-19 01:13 R tpch arrow, parquet, memory_map=False, TPCH-22, scale_factor=1, R 0.391 s -1.052
2023-01-19 01:09 R tpch arrow, parquet, memory_map=False, TPCH-20, scale_factor=1, R 1.138 s -1.990
2023-01-19 01:12 R tpch arrow, native, memory_map=False, TPCH-22, scale_factor=0.01, R 0.141 s -4.076
2023-01-19 01:13 R tpch arrow, parquet, memory_map=False, TPCH-22, scale_factor=0.1, R 0.197 s -3.548
2023-01-19 01:09 R tpch arrow, parquet, memory_map=False, TPCH-20, scale_factor=0.01, R 0.242 s -5.970
2023-01-19 01:09 R tpch arrow, parquet, memory_map=False, TPCH-20, scale_factor=0.1, R 0.315 s -6.045
2023-01-19 01:11 R tpch arrow, native, memory_map=False, TPCH-21, scale_factor=0.1, R 0.516 s -3.114
2023-01-19 01:08 R tpch arrow, native, memory_map=False, TPCH-20, scale_factor=0.01, R 0.190 s -5.600
2023-01-19 01:11 R tpch arrow, parquet, memory_map=False, TPCH-21, scale_factor=0.01, R 0.341 s -5.984
2023-01-19 01:11 R tpch arrow, parquet, memory_map=False, TPCH-21, scale_factor=1, R 3.191 s -0.532
2023-01-19 01:09 R tpch arrow, native, memory_map=False, TPCH-20, scale_factor=1, R 0.248 s -6.115
2023-01-19 01:11 R tpch arrow, native, memory_map=False, TPCH-21, scale_factor=1, R 2.597 s -1.443
2023-01-19 01:10 R tpch arrow, parquet, memory_map=False, TPCH-20, scale_factor=10, R 8.276 s -0.122
2023-01-19 01:10 R tpch arrow, native, memory_map=False, TPCH-21, scale_factor=0.01, R 0.292 s -5.153
2023-01-19 01:11 R tpch arrow, parquet, memory_map=False, TPCH-21, scale_factor=0.1, R 0.612 s -2.741
2023-01-19 01:13 R tpch arrow, native, memory_map=False, TPCH-22, scale_factor=10, R 0.329 s -2.899
2023-01-19 01:13 R tpch arrow, parquet, memory_map=False, TPCH-22, scale_factor=10, R 2.422 s -0.909