Top Outliers
Benchmarks
Date Lang Batch Benchmark Mean Z-Score Error
2022-11-24 00:40 R tpch arrow, parquet, memory_map=False, TPCH-02, scale_factor=1, R 0.325 s -1.847
2022-11-24 00:40 R tpch arrow, parquet, memory_map=False, TPCH-02, scale_factor=0.1, R 0.242 s -0.572
2022-11-24 00:41 R tpch arrow, native, memory_map=False, TPCH-03, scale_factor=0.1, R 0.165 s -0.379
2022-11-24 00:40 R tpch arrow, native, memory_map=False, TPCH-02, scale_factor=1, R 0.254 s -0.241
2022-11-24 00:38 R tpch arrow, parquet, memory_map=False, TPCH-01, scale_factor=1, R 0.541 s 0.150
2022-11-24 00:40 R tpch arrow, native, memory_map=False, TPCH-02, scale_factor=10, R 0.834 s 0.124
2022-11-24 00:41 R tpch arrow, native, memory_map=False, TPCH-03, scale_factor=1, R 0.273 s 0.162
2022-11-24 00:39 R tpch arrow, native, memory_map=False, TPCH-01, scale_factor=10, R 1.865 s 1.148
2022-11-24 00:38 R tpch arrow, parquet, memory_map=False, TPCH-01, scale_factor=0.01, R 0.169 s 0.344
2022-11-24 00:38 R tpch arrow, native, memory_map=False, TPCH-01, scale_factor=1, R 0.315 s 0.304
2022-11-24 00:39 R tpch arrow, native, memory_map=False, TPCH-02, scale_factor=0.01, R 0.189 s 0.482
2022-11-24 00:41 R tpch arrow, parquet, memory_map=False, TPCH-03, scale_factor=0.1, R 0.216 s 0.173
2022-11-24 00:40 R tpch arrow, native, memory_map=False, TPCH-02, scale_factor=0.1, R 0.198 s -0.905
2022-11-24 00:38 R tpch arrow, native, memory_map=False, TPCH-01, scale_factor=0.1, R 0.152 s 0.145
2022-11-24 00:38 R tpch arrow, native, memory_map=False, TPCH-01, scale_factor=0.01, R 0.140 s -0.076
2022-11-24 00:39 R tpch arrow, parquet, memory_map=False, TPCH-01, scale_factor=10, R 3.531 s 0.283
2022-11-24 00:40 R tpch arrow, parquet, memory_map=False, TPCH-02, scale_factor=0.01, R 0.229 s 0.235
2022-11-24 00:40 R tpch arrow, native, memory_map=False, TPCH-03, scale_factor=0.01, R 0.156 s 1.673
2022-11-24 00:38 R tpch arrow, parquet, memory_map=False, TPCH-01, scale_factor=0.1, R 0.202 s 0.120
2022-11-24 00:40 R tpch arrow, parquet, memory_map=False, TPCH-02, scale_factor=10, R 1.176 s -1.154
2022-11-24 00:41 R tpch arrow, parquet, memory_map=False, TPCH-03, scale_factor=0.01, R 0.190 s -0.043
2022-11-24 00:41 R tpch arrow, parquet, memory_map=False, TPCH-03, scale_factor=1, R 0.472 s 0.230
2022-11-24 00:42 R tpch arrow, native, memory_map=False, TPCH-03, scale_factor=10, R 1.369 s 0.540
2022-11-24 00:42 R tpch arrow, parquet, memory_map=False, TPCH-04, scale_factor=0.1, R 0.174 s -2.654
2022-11-24 00:42 R tpch arrow, parquet, memory_map=False, TPCH-03, scale_factor=10, R 3.058 s 0.077
2022-11-24 00:43 R tpch arrow, parquet, memory_map=False, TPCH-04, scale_factor=1, R 0.265 s 1.258
2022-11-24 00:42 R tpch arrow, native, memory_map=False, TPCH-04, scale_factor=0.01, R 0.135 s 0.857
2022-11-24 00:42 R tpch arrow, parquet, memory_map=False, TPCH-04, scale_factor=0.01, R 0.161 s 0.627
2022-11-24 00:42 R tpch arrow, native, memory_map=False, TPCH-04, scale_factor=0.1, R 0.142 s 0.938
2022-11-24 00:43 R tpch arrow, native, memory_map=False, TPCH-04, scale_factor=1, R 0.245 s 0.764
2022-11-24 00:44 R tpch arrow, parquet, memory_map=False, TPCH-05, scale_factor=0.01, R 0.217 s 0.348
2022-11-24 00:44 R tpch arrow, native, memory_map=False, TPCH-04, scale_factor=10, R 1.236 s -0.489
2022-11-24 00:44 R tpch arrow, parquet, memory_map=False, TPCH-04, scale_factor=10, R 1.067 s 0.187
2022-11-24 00:44 R tpch arrow, native, memory_map=False, TPCH-05, scale_factor=0.01, R 0.176 s 0.718
2022-11-24 00:44 R tpch arrow, native, memory_map=False, TPCH-05, scale_factor=0.1, R 0.180 s 1.112
2022-11-24 00:44 R tpch arrow, parquet, memory_map=False, TPCH-05, scale_factor=1, R 0.519 s -0.780
2022-11-24 00:44 R tpch arrow, parquet, memory_map=False, TPCH-05, scale_factor=0.1, R 0.249 s -0.415
2022-11-24 00:44 R tpch arrow, native, memory_map=False, TPCH-05, scale_factor=1, R 0.237 s -0.248
2022-11-24 00:53 R tpch arrow, parquet, memory_map=False, TPCH-10, scale_factor=1, R 0.530 s 0.354
2022-11-24 00:54 R tpch arrow, parquet, memory_map=False, TPCH-11, scale_factor=0.1, R 0.220 s -0.103
2022-11-24 00:54 R tpch arrow, parquet, memory_map=False, TPCH-11, scale_factor=1, R 0.516 s -1.779
2022-11-24 00:46 R tpch arrow, native, memory_map=False, TPCH-06, scale_factor=1, R 0.145 s 0.136
2022-11-24 00:46 R tpch arrow, native, memory_map=False, TPCH-06, scale_factor=0.1, R 0.113 s 1.274
2022-11-24 00:52 R tpch arrow, native, memory_map=False, TPCH-09, scale_factor=10, R 1.126 s 1.341
2022-11-24 00:45 R tpch arrow, native, memory_map=False, TPCH-05, scale_factor=10, R 0.810 s 0.470
2022-11-24 00:49 R tpch arrow, parquet, memory_map=False, TPCH-08, scale_factor=0.01, R 0.272 s 1.132
2022-11-24 00:45 R tpch arrow, parquet, memory_map=False, TPCH-05, scale_factor=10, R 3.131 s -0.554
2022-11-24 00:47 R tpch arrow, native, memory_map=False, TPCH-07, scale_factor=0.01, R 0.196 s -0.041
2022-11-24 00:47 R tpch arrow, parquet, memory_map=False, TPCH-07, scale_factor=0.1, R 0.262 s 1.171
2022-11-24 00:49 R tpch arrow, parquet, memory_map=False, TPCH-08, scale_factor=0.1, R 0.305 s -0.459
2022-11-24 00:50 R tpch arrow, parquet, memory_map=False, TPCH-08, scale_factor=10, R 3.342 s 0.098
2022-11-24 00:51 R tpch arrow, parquet, memory_map=False, TPCH-09, scale_factor=0.1, R 0.266 s -0.675
2022-11-24 00:53 R tpch arrow, parquet, memory_map=False, TPCH-10, scale_factor=10, R 3.326 s -0.443
2022-11-24 00:54 R tpch arrow, native, memory_map=False, TPCH-11, scale_factor=10, R 1.454 s 0.320
2022-11-24 00:47 R tpch arrow, parquet, memory_map=False, TPCH-06, scale_factor=10, R 2.630 s -6.258
2022-11-24 00:48 R tpch arrow, native, memory_map=False, TPCH-07, scale_factor=10, R 0.945 s 1.399
2022-11-24 00:51 R tpch arrow, native, memory_map=False, TPCH-09, scale_factor=1, R 0.296 s -0.673
2022-11-24 00:52 R tpch arrow, parquet, memory_map=False, TPCH-10, scale_factor=0.1, R 0.240 s 0.109
2022-11-24 00:52 R tpch arrow, native, memory_map=False, TPCH-10, scale_factor=0.1, R 0.181 s -0.043
2022-11-24 00:56 R tpch arrow, native, memory_map=False, TPCH-12, scale_factor=10, R 3.325 s -0.284
2022-11-24 00:46 R tpch arrow, parquet, memory_map=False, TPCH-06, scale_factor=1, R 0.391 s 0.138
2022-11-24 00:47 R tpch arrow, native, memory_map=False, TPCH-06, scale_factor=10, R 0.465 s -0.276
2022-11-24 00:48 R tpch arrow, parquet, memory_map=False, TPCH-07, scale_factor=1, R 0.538 s -0.666
2022-11-24 00:52 R tpch arrow, parquet, memory_map=False, TPCH-09, scale_factor=10, R 3.973 s 0.084
2022-11-24 00:52 R tpch arrow, parquet, memory_map=False, TPCH-10, scale_factor=0.01, R 0.209 s 0.204
2022-11-24 00:55 R tpch arrow, parquet, memory_map=False, TPCH-12, scale_factor=0.01, R 0.184 s -4.513
2022-11-24 00:55 R tpch arrow, parquet, memory_map=False, TPCH-12, scale_factor=0.1, R 0.275 s -0.693
2022-11-24 00:47 R tpch arrow, parquet, memory_map=False, TPCH-07, scale_factor=0.01, R 0.233 s 1.306
2022-11-24 00:47 R tpch arrow, native, memory_map=False, TPCH-07, scale_factor=0.1, R 0.199 s 0.489
2022-11-24 00:48 R tpch arrow, parquet, memory_map=False, TPCH-07, scale_factor=10, R 3.118 s 0.121
2022-11-24 00:55 R tpch arrow, parquet, memory_map=False, TPCH-12, scale_factor=1, R 1.161 s -0.849
2022-11-24 00:57 R tpch arrow, parquet, memory_map=False, TPCH-13, scale_factor=0.01, R 0.159 s -0.187
2022-11-24 00:57 R tpch arrow, parquet, memory_map=False, TPCH-13, scale_factor=1, R 0.864 s 0.723
2022-11-24 00:45 R tpch arrow, native, memory_map=False, TPCH-06, scale_factor=0.01, R 0.111 s 1.343
2022-11-24 00:46 R tpch arrow, parquet, memory_map=False, TPCH-06, scale_factor=0.1, R 0.165 s -0.034
2022-11-24 00:51 R tpch arrow, parquet, memory_map=False, TPCH-09, scale_factor=1, R 0.611 s -0.527
2022-11-24 00:53 R tpch arrow, native, memory_map=False, TPCH-10, scale_factor=10, R 1.136 s 0.969
2022-11-24 00:50 R tpch arrow, native, memory_map=False, TPCH-09, scale_factor=0.01, R 0.183 s 1.640
2022-11-24 00:57 R tpch arrow, parquet, memory_map=False, TPCH-12, scale_factor=10, R 9.118 s 1.134
2022-11-24 00:49 R tpch arrow, native, memory_map=False, TPCH-08, scale_factor=1, R 0.264 s -0.785
2022-11-24 00:50 R tpch arrow, parquet, memory_map=False, TPCH-09, scale_factor=0.01, R 0.226 s -0.209
2022-11-24 00:50 R tpch arrow, native, memory_map=False, TPCH-09, scale_factor=0.1, R 0.199 s 1.556
2022-11-24 00:55 R tpch arrow, native, memory_map=False, TPCH-12, scale_factor=0.01, R 0.142 s -0.738
2022-11-24 00:55 R tpch arrow, native, memory_map=False, TPCH-12, scale_factor=1, R 0.465 s -0.707
2022-11-24 00:52 R tpch arrow, native, memory_map=False, TPCH-10, scale_factor=0.01, R 0.175 s -1.630
2022-11-24 00:46 R tpch arrow, parquet, memory_map=False, TPCH-06, scale_factor=0.01, R 0.141 s 0.297
2022-11-24 00:47 R tpch arrow, native, memory_map=False, TPCH-07, scale_factor=1, R 0.275 s -0.629
2022-11-24 00:49 R tpch arrow, native, memory_map=False, TPCH-08, scale_factor=0.01, R 0.224 s 0.217
2022-11-24 00:49 R tpch arrow, native, memory_map=False, TPCH-08, scale_factor=0.1, R 0.227 s 0.213
2022-11-24 00:49 R tpch arrow, parquet, memory_map=False, TPCH-08, scale_factor=1, R 0.567 s 0.352
2022-11-24 00:52 R tpch arrow, native, memory_map=False, TPCH-10, scale_factor=1, R 0.272 s 0.370
2022-11-24 00:54 R tpch arrow, native, memory_map=False, TPCH-11, scale_factor=0.01, R 0.144 s -0.485
2022-11-24 00:50 R tpch arrow, native, memory_map=False, TPCH-08, scale_factor=10, R 0.654 s -0.379
2022-11-24 00:54 R tpch arrow, native, memory_map=False, TPCH-11, scale_factor=1, R 0.260 s 0.235
2022-11-24 00:54 R tpch arrow, parquet, memory_map=False, TPCH-11, scale_factor=0.01, R 0.182 s -0.382
2022-11-24 00:54 R tpch arrow, native, memory_map=False, TPCH-11, scale_factor=0.1, R 0.158 s 0.120
2022-11-24 00:55 R tpch arrow, parquet, memory_map=False, TPCH-11, scale_factor=10, R 3.644 s 0.600
2022-11-24 00:55 R tpch arrow, native, memory_map=False, TPCH-12, scale_factor=0.1, R 0.196 s 1.644
2022-11-24 00:58 R tpch arrow, native, memory_map=False, TPCH-13, scale_factor=10, R 5.022 s -0.966
2022-11-24 00:57 R tpch arrow, native, memory_map=False, TPCH-13, scale_factor=0.01, R 0.124 s 0.378
2022-11-24 00:57 R tpch arrow, native, memory_map=False, TPCH-13, scale_factor=0.1, R 0.219 s 0.195
2022-11-24 00:57 R tpch arrow, parquet, memory_map=False, TPCH-13, scale_factor=0.1, R 0.282 s -0.186
2022-11-24 00:57 R tpch arrow, native, memory_map=False, TPCH-13, scale_factor=1, R 0.629 s 0.135
2022-11-24 00:59 R tpch arrow, native, memory_map=False, TPCH-14, scale_factor=0.01, R 0.145 s 0.370
2022-11-24 00:58 R tpch arrow, parquet, memory_map=False, TPCH-13, scale_factor=10, R 7.143 s -0.027
2022-11-24 00:59 R tpch arrow, parquet, memory_map=False, TPCH-14, scale_factor=1, R 0.964 s 0.677
2022-11-24 00:59 R tpch arrow, parquet, memory_map=False, TPCH-14, scale_factor=0.01, R 0.185 s -0.440
2022-11-24 00:59 R tpch arrow, native, memory_map=False, TPCH-14, scale_factor=1, R 0.347 s 1.272
2022-11-24 00:59 R tpch arrow, native, memory_map=False, TPCH-14, scale_factor=0.1, R 0.168 s 0.056
2022-11-24 00:59 R tpch arrow, parquet, memory_map=False, TPCH-14, scale_factor=0.1, R 0.254 s 0.882
2022-11-24 01:00 R tpch arrow, native, memory_map=False, TPCH-14, scale_factor=10, R 2.164 s 0.711
2022-11-24 01:00 R tpch arrow, parquet, memory_map=False, TPCH-15, scale_factor=0.01, R 0.175 s 0.101
2022-11-24 01:00 R tpch arrow, parquet, memory_map=False, TPCH-14, scale_factor=10, R 7.507 s 0.449
2022-11-24 01:00 R tpch arrow, native, memory_map=False, TPCH-15, scale_factor=0.01, R 0.142 s -0.079
2022-11-24 01:01 R tpch arrow, native, memory_map=False, TPCH-15, scale_factor=0.1, R 0.146 s 0.728
2022-11-24 01:01 R tpch arrow, parquet, memory_map=False, TPCH-15, scale_factor=1, R 0.474 s -1.380
2022-11-24 01:01 R tpch arrow, parquet, memory_map=False, TPCH-15, scale_factor=0.1, R 0.205 s -2.830
2022-11-24 01:02 R tpch arrow, native, memory_map=False, TPCH-16, scale_factor=1, R 0.239 s 0.097
2022-11-24 01:03 R tpch arrow, native, memory_map=False, TPCH-17, scale_factor=0.1, R 0.152 s -0.423
2022-11-24 01:05 R tpch arrow, parquet, memory_map=False, TPCH-18, scale_factor=0.01, R 0.171 s 0.480
2022-11-24 01:05 R tpch arrow, native, memory_map=False, TPCH-18, scale_factor=0.01, R 0.134 s 0.923
2022-11-24 01:03 R tpch arrow, native, memory_map=False, TPCH-16, scale_factor=10, R 1.154 s -0.601
2022-11-24 01:02 R tpch arrow, native, memory_map=False, TPCH-16, scale_factor=0.01, R 0.133 s 0.836
2022-11-24 01:05 R tpch arrow, native, memory_map=False, TPCH-18, scale_factor=0.1, R 0.147 s -1.089
2022-11-24 01:01 R tpch arrow, native, memory_map=False, TPCH-15, scale_factor=1, R 0.257 s -56.070
2022-11-24 01:02 R tpch arrow, parquet, memory_map=False, TPCH-16, scale_factor=1, R 0.449 s -0.200
2022-11-24 01:02 R tpch arrow, parquet, memory_map=False, TPCH-16, scale_factor=0.1, R 0.207 s 0.077
2022-11-24 01:01 R tpch arrow, native, memory_map=False, TPCH-15, scale_factor=10, R 0.864 s -1.030
2022-11-24 01:02 R tpch arrow, native, memory_map=False, TPCH-16, scale_factor=0.1, R 0.152 s -0.124
2022-11-24 01:04 R tpch arrow, native, memory_map=False, TPCH-17, scale_factor=10, R 0.853 s -0.683
2022-11-24 01:03 R tpch arrow, parquet, memory_map=False, TPCH-17, scale_factor=0.1, R 0.278 s 0.044
2022-11-24 01:06 R tpch arrow, parquet, memory_map=False, TPCH-18, scale_factor=1, R 0.520 s 0.691
2022-11-24 01:02 R tpch arrow, parquet, memory_map=False, TPCH-15, scale_factor=10, R 3.065 s -0.677
2022-11-24 01:03 R tpch arrow, parquet, memory_map=False, TPCH-16, scale_factor=10, R 3.091 s 0.275
2022-11-24 01:03 R tpch arrow, native, memory_map=False, TPCH-17, scale_factor=0.01, R 0.147 s 1.736
2022-11-24 01:03 R tpch arrow, parquet, memory_map=False, TPCH-17, scale_factor=0.01, R 0.191 s 0.556
2022-11-24 01:04 R tpch arrow, parquet, memory_map=False, TPCH-17, scale_factor=1, R 1.229 s -0.270
2022-11-24 01:02 R tpch arrow, parquet, memory_map=False, TPCH-16, scale_factor=0.01, R 0.166 s 1.368
2022-11-24 01:03 R tpch arrow, native, memory_map=False, TPCH-17, scale_factor=1, R 0.215 s 0.666
2022-11-24 01:05 R tpch arrow, parquet, memory_map=False, TPCH-17, scale_factor=10, R 10.057 s -1.980
2022-11-24 01:05 R tpch arrow, native, memory_map=False, TPCH-18, scale_factor=1, R 0.328 s -0.107
2022-11-24 01:05 R tpch arrow, parquet, memory_map=False, TPCH-18, scale_factor=0.1, R 0.195 s -0.146
2022-11-24 01:07 R tpch arrow, parquet, memory_map=False, TPCH-19, scale_factor=0.01, R 0.225 s -0.363
2022-11-24 01:07 R tpch arrow, native, memory_map=False, TPCH-19, scale_factor=0.1, R 0.251 s 0.289
2022-11-24 01:06 R tpch arrow, native, memory_map=False, TPCH-18, scale_factor=10, R 3.043 s -1.402
2022-11-24 01:07 R tpch arrow, parquet, memory_map=False, TPCH-18, scale_factor=10, R 4.607 s -0.984
2022-11-24 01:07 R tpch arrow, parquet, memory_map=False, TPCH-19, scale_factor=0.1, R 0.333 s -2.313
2022-11-24 01:07 R tpch arrow, native, memory_map=False, TPCH-19, scale_factor=0.01, R 0.183 s -0.942
2022-11-24 01:07 R tpch arrow, parquet, memory_map=False, TPCH-19, scale_factor=1, R 1.579 s 0.288
2022-11-24 01:07 R tpch arrow, native, memory_map=False, TPCH-19, scale_factor=1, R 0.957 s 0.659
2022-11-24 01:08 R tpch arrow, native, memory_map=False, TPCH-19, scale_factor=10, R 10.090 s 1.311
2022-11-24 01:11 R tpch arrow, parquet, memory_map=False, TPCH-21, scale_factor=0.01, R 0.313 s 0.043
2022-11-24 01:09 R tpch arrow, native, memory_map=False, TPCH-20, scale_factor=0.01, R 0.175 s 0.618
2022-11-24 01:10 R tpch arrow, parquet, memory_map=False, TPCH-20, scale_factor=0.01, R 0.224 s 1.642
2022-11-24 01:09 R tpch arrow, parquet, memory_map=False, TPCH-19, scale_factor=10, R 14.818 s -0.368
2022-11-24 01:11 R tpch arrow, native, memory_map=False, TPCH-20, scale_factor=10, R 0.776 s 0.368
2022-11-24 01:10 R tpch arrow, parquet, memory_map=False, TPCH-20, scale_factor=0.1, R 0.298 s -0.512
2022-11-24 01:10 R tpch arrow, native, memory_map=False, TPCH-20, scale_factor=0.1, R 0.177 s 1.776
2022-11-24 01:10 R tpch arrow, native, memory_map=False, TPCH-20, scale_factor=1, R 0.231 s 0.285
2022-11-24 01:10 R tpch arrow, parquet, memory_map=False, TPCH-20, scale_factor=1, R 1.102 s -0.399
2022-11-24 01:13 R tpch arrow, parquet, memory_map=False, TPCH-22, scale_factor=0.1, R 0.190 s -0.802
2022-11-24 01:11 R tpch arrow, parquet, memory_map=False, TPCH-20, scale_factor=10, R 8.146 s 0.618
2022-11-24 01:12 R tpch arrow, native, memory_map=False, TPCH-21, scale_factor=0.1, R 0.480 s -0.935
2022-11-24 01:12 R tpch arrow, parquet, memory_map=False, TPCH-21, scale_factor=0.1, R 0.574 s 0.600
2022-11-24 01:11 R tpch arrow, native, memory_map=False, TPCH-21, scale_factor=0.01, R 0.263 s 0.570
2022-11-24 01:13 R tpch arrow, native, memory_map=False, TPCH-22, scale_factor=0.01, R 0.132 s -0.205
2022-11-24 01:13 R tpch arrow, parquet, memory_map=False, TPCH-22, scale_factor=0.01, R 0.168 s 0.274
2022-11-24 01:12 R tpch arrow, native, memory_map=False, TPCH-21, scale_factor=1, R 2.608 s -0.330
2022-11-24 01:12 R tpch arrow, parquet, memory_map=False, TPCH-21, scale_factor=1, R 3.171 s -0.010
2022-11-24 01:14 R tpch arrow, native, memory_map=False, TPCH-22, scale_factor=10, R 0.320 s -0.262
2022-11-24 01:14 R tpch arrow, parquet, memory_map=False, TPCH-22, scale_factor=10, R 2.371 s 0.508
2022-11-24 01:14 R tpch arrow, parquet, memory_map=False, TPCH-22, scale_factor=1, R 0.384 s -2.243
2022-11-24 01:13 R tpch arrow, native, memory_map=False, TPCH-22, scale_factor=0.1, R 0.136 s -0.322
2022-11-24 01:13 R tpch arrow, native, memory_map=False, TPCH-22, scale_factor=1, R 0.153 s 0.455