Top Outliers
Benchmarks
Date Lang Batch Benchmark Mean Z-Score Error
2022-11-22 19:47 R tpch arrow, native, memory_map=False, TPCH-02, scale_factor=1, R 0.251 s 1.481
2022-11-22 19:49 R tpch arrow, native, memory_map=False, TPCH-04, scale_factor=0.01, R 0.135 s 0.752
2022-11-22 19:53 R tpch arrow, parquet, memory_map=False, TPCH-06, scale_factor=0.1, R 0.166 s -0.761
2022-11-22 19:45 R tpch arrow, parquet, memory_map=False, TPCH-01, scale_factor=0.01, R 0.170 s 0.238
2022-11-22 19:48 R tpch arrow, parquet, memory_map=False, TPCH-03, scale_factor=0.01, R 0.191 s -1.002
2022-11-22 19:49 R tpch arrow, parquet, memory_map=False, TPCH-03, scale_factor=10, R 3.018 s 1.551
2022-11-22 19:51 R tpch arrow, native, memory_map=False, TPCH-05, scale_factor=0.1, R 0.181 s 0.280
2022-11-22 19:56 R tpch arrow, parquet, memory_map=False, TPCH-08, scale_factor=0.1, R 0.303 s 0.084
2022-11-22 20:01 R tpch arrow, parquet, memory_map=False, TPCH-11, scale_factor=0.1, R 0.222 s -0.897
2022-11-22 20:01 R tpch arrow, native, memory_map=False, TPCH-11, scale_factor=10, R 1.471 s -1.968
2022-11-22 19:49 R tpch arrow, native, memory_map=False, TPCH-03, scale_factor=10, R 1.367 s 0.711
2022-11-22 19:55 R tpch arrow, parquet, memory_map=False, TPCH-07, scale_factor=10, R 3.139 s 0.084
2022-11-22 19:48 R tpch arrow, parquet, memory_map=False, TPCH-02, scale_factor=10, R 1.161 s 0.912
2022-11-22 19:59 R tpch arrow, native, memory_map=False, TPCH-09, scale_factor=10, R 1.131 s -0.028
2022-11-22 20:02 R tpch arrow, parquet, memory_map=False, TPCH-12, scale_factor=0.01, R 0.180 s 0.075
2022-11-22 19:46 R tpch arrow, native, memory_map=False, TPCH-01, scale_factor=10, R 1.889 s 0.025
2022-11-22 19:47 R tpch arrow, native, memory_map=False, TPCH-02, scale_factor=0.01, R 0.190 s 0.333
2022-11-22 19:50 R tpch arrow, native, memory_map=False, TPCH-04, scale_factor=0.1, R 0.143 s 0.054
2022-11-22 19:53 R tpch arrow, parquet, memory_map=False, TPCH-06, scale_factor=1, R 0.388 s 0.341
2022-11-22 19:56 R tpch arrow, parquet, memory_map=False, TPCH-08, scale_factor=0.01, R 0.272 s 0.778
2022-11-22 19:48 R tpch arrow, native, memory_map=False, TPCH-03, scale_factor=0.01, R 0.158 s -0.334
2022-11-22 19:48 R tpch arrow, parquet, memory_map=False, TPCH-03, scale_factor=0.1, R 0.217 s 0.031
2022-11-22 19:50 R tpch arrow, native, memory_map=False, TPCH-04, scale_factor=1, R 0.247 s -0.665
2022-11-22 19:51 R tpch arrow, native, memory_map=False, TPCH-05, scale_factor=1, R 0.238 s -0.145
2022-11-22 19:54 R tpch arrow, parquet, memory_map=False, TPCH-06, scale_factor=10, R 2.513 s -0.098
2022-11-22 20:00 R tpch arrow, parquet, memory_map=False, TPCH-10, scale_factor=1, R 0.532 s -0.370
2022-11-22 19:47 R tpch arrow, parquet, memory_map=False, TPCH-02, scale_factor=0.01, R 0.229 s 0.243
2022-11-22 19:51 R tpch arrow, native, memory_map=False, TPCH-05, scale_factor=0.01, R 0.176 s 0.953
2022-11-22 19:59 R tpch arrow, native, memory_map=False, TPCH-10, scale_factor=0.01, R 0.174 s 0.416
2022-11-22 20:02 R tpch arrow, parquet, memory_map=False, TPCH-11, scale_factor=10, R 3.662 s 0.095
2022-11-22 20:10 R tpch arrow, native, memory_map=False, TPCH-17, scale_factor=0.01, R 0.149 s 0.103
2022-11-22 20:12 R tpch arrow, native, memory_map=False, TPCH-18, scale_factor=0.1, R 0.146 s 0.703
2022-11-22 19:45 R tpch arrow, native, memory_map=False, TPCH-01, scale_factor=0.01, R 0.139 s 0.553
2022-11-22 19:45 R tpch arrow, parquet, memory_map=False, TPCH-01, scale_factor=0.1, R 0.204 s -0.099
2022-11-22 19:48 R tpch arrow, parquet, memory_map=False, TPCH-03, scale_factor=1, R 0.471 s 0.316
2022-11-22 19:53 R tpch arrow, native, memory_map=False, TPCH-06, scale_factor=0.01, R 0.111 s 1.107
2022-11-22 19:53 R tpch arrow, native, memory_map=False, TPCH-06, scale_factor=1, R 0.146 s 0.039
2022-11-22 19:54 R tpch arrow, native, memory_map=False, TPCH-07, scale_factor=0.01, R 0.196 s -0.053
2022-11-22 19:47 R tpch arrow, parquet, memory_map=False, TPCH-01, scale_factor=10, R 3.554 s -1.032
2022-11-22 19:51 R tpch arrow, parquet, memory_map=False, TPCH-04, scale_factor=10, R 1.078 s -1.105
2022-11-22 19:46 R tpch arrow, parquet, memory_map=False, TPCH-01, scale_factor=1, R 0.537 s 0.604
2022-11-22 20:00 R tpch arrow, parquet, memory_map=False, TPCH-10, scale_factor=10, R 3.308 s -0.067
2022-11-22 20:13 R tpch arrow, native, memory_map=False, TPCH-18, scale_factor=10, R 2.986 s 0.877
2022-11-22 20:21 R tpch arrow, parquet, memory_map=False, TPCH-22, scale_factor=1, R 0.379 s 0.275
2022-11-22 19:46 R tpch arrow, native, memory_map=False, TPCH-01, scale_factor=1, R 0.316 s -0.096
2022-11-22 19:52 R tpch arrow, native, memory_map=False, TPCH-05, scale_factor=10, R 0.864 s -8.076
2022-11-22 19:54 R tpch arrow, native, memory_map=False, TPCH-07, scale_factor=0.1, R 0.201 s -0.529
2022-11-22 20:09 R tpch arrow, parquet, memory_map=False, TPCH-16, scale_factor=0.1, R 0.205 s 0.108
2022-11-22 20:20 R tpch arrow, native, memory_map=False, TPCH-22, scale_factor=0.01, R 0.132 s 0.412
2022-11-22 19:47 R tpch arrow, parquet, memory_map=False, TPCH-02, scale_factor=0.1, R 0.242 s -0.442
2022-11-22 19:51 R tpch arrow, parquet, memory_map=False, TPCH-05, scale_factor=1, R 0.515 s -0.254
2022-11-22 19:54 R tpch arrow, native, memory_map=False, TPCH-07, scale_factor=1, R 0.274 s 0.387
2022-11-22 19:57 R tpch arrow, parquet, memory_map=False, TPCH-08, scale_factor=10, R 3.362 s -1.312
2022-11-22 19:57 R tpch arrow, parquet, memory_map=False, TPCH-09, scale_factor=0.01, R 0.225 s 0.564
2022-11-22 20:01 R tpch arrow, native, memory_map=False, TPCH-11, scale_factor=0.01, R 0.143 s 0.714
2022-11-22 20:02 R tpch arrow, native, memory_map=False, TPCH-12, scale_factor=0.01, R 0.142 s -0.067
2022-11-22 20:02 R tpch arrow, parquet, memory_map=False, TPCH-12, scale_factor=1, R 1.171 s -2.104
2022-11-22 19:45 R tpch arrow, native, memory_map=False, TPCH-01, scale_factor=0.1, R 0.153 s 0.109
2022-11-22 19:47 R tpch arrow, native, memory_map=False, TPCH-02, scale_factor=10, R 0.838 s -0.682
2022-11-22 19:54 R tpch arrow, native, memory_map=False, TPCH-06, scale_factor=10, R 0.466 s -0.667
2022-11-22 19:54 R tpch arrow, parquet, memory_map=False, TPCH-07, scale_factor=0.1, R 0.264 s 0.108
2022-11-22 19:55 R tpch arrow, parquet, memory_map=False, TPCH-07, scale_factor=1, R 0.533 s 0.207
2022-11-22 19:51 R tpch arrow, parquet, memory_map=False, TPCH-05, scale_factor=0.01, R 0.220 s -0.100
2022-11-22 19:56 R tpch arrow, parquet, memory_map=False, TPCH-08, scale_factor=1, R 0.564 s 1.680
2022-11-22 19:57 R tpch arrow, native, memory_map=False, TPCH-09, scale_factor=0.01, R 0.186 s -0.324
2022-11-22 19:58 R tpch arrow, parquet, memory_map=False, TPCH-09, scale_factor=0.1, R 0.266 s -0.492
2022-11-22 20:05 R tpch arrow, parquet, memory_map=False, TPCH-13, scale_factor=10, R 7.153 s -0.859
2022-11-22 19:47 R tpch arrow, parquet, memory_map=False, TPCH-02, scale_factor=1, R 0.322 s -0.020
2022-11-22 19:51 R tpch arrow, native, memory_map=False, TPCH-04, scale_factor=10, R 1.238 s -0.748
2022-11-22 19:52 R tpch arrow, parquet, memory_map=False, TPCH-05, scale_factor=10, R 3.092 s 0.904
2022-11-22 19:53 R tpch arrow, parquet, memory_map=False, TPCH-06, scale_factor=0.01, R 0.142 s -0.818
2022-11-22 20:04 R tpch arrow, native, memory_map=False, TPCH-13, scale_factor=0.1, R 0.219 s -0.285
2022-11-22 20:06 R tpch arrow, native, memory_map=False, TPCH-14, scale_factor=0.01, R 0.146 s 0.001
2022-11-22 20:07 R tpch arrow, native, memory_map=False, TPCH-14, scale_factor=10, R 2.166 s 0.635
2022-11-22 20:10 R tpch arrow, native, memory_map=False, TPCH-17, scale_factor=1, R 0.218 s -1.240
2022-11-22 19:47 R tpch arrow, native, memory_map=False, TPCH-02, scale_factor=0.1, R 0.198 s -0.106
2022-11-22 19:48 R tpch arrow, native, memory_map=False, TPCH-03, scale_factor=1, R 0.273 s -0.051
2022-11-22 20:01 R tpch arrow, parquet, memory_map=False, TPCH-11, scale_factor=0.01, R 0.181 s 0.554
2022-11-22 20:09 R tpch arrow, parquet, memory_map=False, TPCH-16, scale_factor=0.01, R 0.167 s -0.048
2022-11-22 20:09 R tpch arrow, parquet, memory_map=False, TPCH-16, scale_factor=1, R 0.443 s 2.694
2022-11-22 20:10 R tpch arrow, parquet, memory_map=False, TPCH-17, scale_factor=0.01, R 0.191 s 0.581
2022-11-22 20:11 R tpch arrow, parquet, memory_map=False, TPCH-17, scale_factor=1, R 1.210 s 0.728
2022-11-22 20:14 R tpch arrow, parquet, memory_map=False, TPCH-19, scale_factor=0.1, R 0.330 s -0.576
2022-11-22 20:19 R tpch arrow, parquet, memory_map=False, TPCH-21, scale_factor=1, R 3.163 s 0.558
2022-11-22 19:54 R tpch arrow, parquet, memory_map=False, TPCH-07, scale_factor=0.01, R 0.235 s -0.061
2022-11-22 19:58 R tpch arrow, native, memory_map=False, TPCH-09, scale_factor=1, R 0.293 s 1.168
2022-11-22 20:04 R tpch arrow, native, memory_map=False, TPCH-13, scale_factor=0.01, R 0.124 s 0.488
2022-11-22 20:05 R tpch arrow, native, memory_map=False, TPCH-13, scale_factor=10, R 5.004 s 0.446
2022-11-22 20:08 R tpch arrow, native, memory_map=False, TPCH-15, scale_factor=10, R 0.853 s 1.013
2022-11-22 20:14 R tpch arrow, native, memory_map=False, TPCH-19, scale_factor=1, R 0.953 s 1.504
2022-11-22 19:48 R tpch arrow, native, memory_map=False, TPCH-03, scale_factor=0.1, R 0.165 s 0.074
2022-11-22 19:50 R tpch arrow, parquet, memory_map=False, TPCH-04, scale_factor=1, R 0.266 s 1.556
2022-11-22 19:53 R tpch arrow, native, memory_map=False, TPCH-06, scale_factor=0.1, R 0.115 s -0.062
2022-11-22 19:56 R tpch arrow, native, memory_map=False, TPCH-08, scale_factor=1, R 0.263 s 0.408
2022-11-22 20:00 R tpch arrow, native, memory_map=False, TPCH-10, scale_factor=10, R 1.150 s -0.911
2022-11-22 20:04 R tpch arrow, parquet, memory_map=False, TPCH-12, scale_factor=10, R 9.150 s 0.700
2022-11-22 20:06 R tpch arrow, parquet, memory_map=False, TPCH-14, scale_factor=0.1, R 0.256 s -0.746
2022-11-22 20:07 R tpch arrow, parquet, memory_map=False, TPCH-14, scale_factor=10, R 7.516 s 0.084
2022-11-22 20:09 R tpch arrow, parquet, memory_map=False, TPCH-15, scale_factor=10, R 3.054 s -0.255
2022-11-22 20:12 R tpch arrow, parquet, memory_map=False, TPCH-17, scale_factor=10, R 9.331 s 0.517
2022-11-22 19:49 R tpch arrow, parquet, memory_map=False, TPCH-04, scale_factor=0.01, R 0.162 s -0.200
2022-11-22 19:50 R tpch arrow, parquet, memory_map=False, TPCH-04, scale_factor=0.1, R 0.172 s -0.373
2022-11-22 19:51 R tpch arrow, parquet, memory_map=False, TPCH-05, scale_factor=0.1, R 0.249 s -0.008
2022-11-22 19:56 R tpch arrow, native, memory_map=False, TPCH-08, scale_factor=0.01, R 0.224 s 0.504
2022-11-22 19:56 R tpch arrow, native, memory_map=False, TPCH-08, scale_factor=0.1, R 0.227 s 0.363
2022-11-22 19:58 R tpch arrow, parquet, memory_map=False, TPCH-09, scale_factor=1, R 0.612 s -0.737
2022-11-22 19:59 R tpch arrow, parquet, memory_map=False, TPCH-10, scale_factor=0.01, R 0.210 s 0.173
2022-11-22 20:02 R tpch arrow, parquet, memory_map=False, TPCH-12, scale_factor=0.1, R 0.273 s 0.103
2022-11-22 20:08 R tpch arrow, parquet, memory_map=False, TPCH-15, scale_factor=0.1, R 0.201 s 0.707
2022-11-22 20:14 R tpch arrow, parquet, memory_map=False, TPCH-18, scale_factor=10, R 4.489 s -0.134
2022-11-22 20:14 R tpch arrow, parquet, memory_map=False, TPCH-19, scale_factor=0.01, R 0.225 s -0.393
2022-11-22 19:55 R tpch arrow, native, memory_map=False, TPCH-07, scale_factor=10, R 0.954 s -0.418
2022-11-22 19:57 R tpch arrow, native, memory_map=False, TPCH-08, scale_factor=10, R 0.652 s 0.157
2022-11-22 20:01 R tpch arrow, native, memory_map=False, TPCH-11, scale_factor=0.1, R 0.159 s -0.139
2022-11-22 20:02 R tpch arrow, native, memory_map=False, TPCH-12, scale_factor=1, R 0.466 s -0.931
2022-11-22 20:09 R tpch arrow, native, memory_map=False, TPCH-16, scale_factor=1, R 0.238 s 0.421
2022-11-22 20:10 R tpch arrow, native, memory_map=False, TPCH-16, scale_factor=10, R 1.151 s 0.155
2022-11-22 20:12 R tpch arrow, native, memory_map=False, TPCH-18, scale_factor=1, R 0.325 s 1.753
2022-11-22 20:16 R tpch arrow, native, memory_map=False, TPCH-20, scale_factor=0.01, R 0.176 s 0.508
2022-11-22 19:57 R tpch arrow, native, memory_map=False, TPCH-09, scale_factor=0.1, R 0.200 s 0.555
2022-11-22 19:59 R tpch arrow, parquet, memory_map=False, TPCH-10, scale_factor=0.1, R 0.241 s 0.086
2022-11-22 19:59 R tpch arrow, native, memory_map=False, TPCH-10, scale_factor=1, R 0.274 s -0.526
2022-11-22 20:04 R tpch arrow, parquet, memory_map=False, TPCH-13, scale_factor=0.01, R 0.160 s -0.468
2022-11-22 20:12 R tpch arrow, parquet, memory_map=False, TPCH-18, scale_factor=0.01, R 0.172 s -0.113
2022-11-22 20:12 R tpch arrow, parquet, memory_map=False, TPCH-18, scale_factor=0.1, R 0.195 s -0.219
2022-11-22 20:17 R tpch arrow, parquet, memory_map=False, TPCH-20, scale_factor=0.1, R 0.297 s -0.154
2022-11-22 20:18 R tpch arrow, native, memory_map=False, TPCH-21, scale_factor=0.1, R 0.475 s -0.153
2022-11-22 20:19 R tpch arrow, native, memory_map=False, TPCH-21, scale_factor=1, R 2.610 s -0.839
2022-11-22 20:08 R tpch arrow, native, memory_map=False, TPCH-15, scale_factor=0.1, R 0.147 s -0.116
2022-11-22 20:08 R tpch arrow, native, memory_map=False, TPCH-15, scale_factor=1, R 0.205 s 0.817
2022-11-22 20:09 R tpch arrow, native, memory_map=False, TPCH-16, scale_factor=0.01, R 0.134 s 0.527
2022-11-22 20:09 R tpch arrow, native, memory_map=False, TPCH-16, scale_factor=0.1, R 0.151 s 1.106
2022-11-22 20:14 R tpch arrow, native, memory_map=False, TPCH-19, scale_factor=0.1, R 0.252 s 0.497
2022-11-22 20:17 R tpch arrow, native, memory_map=False, TPCH-20, scale_factor=1, R 0.231 s 0.345
2022-11-22 20:21 R tpch arrow, parquet, memory_map=False, TPCH-22, scale_factor=10, R 2.375 s 0.198
2022-11-22 19:59 R tpch arrow, parquet, memory_map=False, TPCH-09, scale_factor=10, R 3.969 s 0.217
2022-11-22 20:01 R tpch arrow, native, memory_map=False, TPCH-11, scale_factor=1, R 0.261 s 0.199
2022-11-22 20:01 R tpch arrow, parquet, memory_map=False, TPCH-11, scale_factor=1, R 0.513 s -0.704
2022-11-22 20:04 R tpch arrow, parquet, memory_map=False, TPCH-13, scale_factor=0.1, R 0.283 s -1.025
2022-11-22 20:04 R tpch arrow, parquet, memory_map=False, TPCH-13, scale_factor=1, R 0.863 s 1.040
2022-11-22 20:06 R tpch arrow, parquet, memory_map=False, TPCH-14, scale_factor=0.01, R 0.185 s -0.975
2022-11-22 19:59 R tpch arrow, native, memory_map=False, TPCH-10, scale_factor=0.1, R 0.183 s 0.050
2022-11-22 20:03 R tpch arrow, native, memory_map=False, TPCH-12, scale_factor=10, R 3.321 s 0.138
2022-11-22 20:04 R tpch arrow, native, memory_map=False, TPCH-13, scale_factor=1, R 0.628 s 0.304
2022-11-22 20:11 R tpch arrow, native, memory_map=False, TPCH-17, scale_factor=10, R 0.849 s -0.060
2022-11-22 20:02 R tpch arrow, native, memory_map=False, TPCH-12, scale_factor=0.1, R 0.198 s -0.258
2022-11-22 20:15 R tpch arrow, native, memory_map=False, TPCH-19, scale_factor=10, R 10.130 s 0.487
2022-11-22 20:18 R tpch arrow, native, memory_map=False, TPCH-21, scale_factor=0.01, R 0.265 s -0.122
2022-11-22 20:06 R tpch arrow, native, memory_map=False, TPCH-14, scale_factor=0.1, R 0.170 s -0.849
2022-11-22 20:06 R tpch arrow, native, memory_map=False, TPCH-14, scale_factor=1, R 0.348 s 1.154
2022-11-22 20:07 R tpch arrow, native, memory_map=False, TPCH-15, scale_factor=0.01, R 0.142 s 0.270
2022-11-22 20:10 R tpch arrow, native, memory_map=False, TPCH-17, scale_factor=0.1, R 0.152 s -0.447
2022-11-22 20:12 R tpch arrow, native, memory_map=False, TPCH-18, scale_factor=0.01, R 0.134 s 0.733
2022-11-22 20:14 R tpch arrow, native, memory_map=False, TPCH-19, scale_factor=0.01, R 0.181 s 1.505
2022-11-22 20:17 R tpch arrow, native, memory_map=False, TPCH-20, scale_factor=0.1, R 0.179 s 0.442
2022-11-22 20:07 R tpch arrow, parquet, memory_map=False, TPCH-15, scale_factor=0.01, R 0.174 s 0.949
2022-11-22 20:10 R tpch arrow, parquet, memory_map=False, TPCH-17, scale_factor=0.1, R 0.279 s -0.559
2022-11-22 20:20 R tpch arrow, native, memory_map=False, TPCH-22, scale_factor=1, R 0.154 s 0.021
2022-11-22 20:06 R tpch arrow, parquet, memory_map=False, TPCH-14, scale_factor=1, R 0.968 s 0.292
2022-11-22 20:08 R tpch arrow, parquet, memory_map=False, TPCH-15, scale_factor=1, R 0.469 s 0.328
2022-11-22 20:10 R tpch arrow, parquet, memory_map=False, TPCH-16, scale_factor=10, R 3.074 s 1.091
2022-11-22 20:20 R tpch arrow, native, memory_map=False, TPCH-22, scale_factor=0.1, R 0.134 s 1.009
2022-11-22 20:12 R tpch arrow, parquet, memory_map=False, TPCH-18, scale_factor=1, R 0.520 s 0.786
2022-11-22 20:16 R tpch arrow, parquet, memory_map=False, TPCH-20, scale_factor=0.01, R 0.228 s -2.380
2022-11-22 20:14 R tpch arrow, parquet, memory_map=False, TPCH-19, scale_factor=1, R 1.579 s -0.073
2022-11-22 20:16 R tpch arrow, parquet, memory_map=False, TPCH-19, scale_factor=10, R 14.801 s -0.084
2022-11-22 20:17 R tpch arrow, parquet, memory_map=False, TPCH-20, scale_factor=1, R 1.101 s -0.621
2022-11-22 20:18 R tpch arrow, native, memory_map=False, TPCH-20, scale_factor=10, R 0.780 s -0.119
2022-11-22 20:18 R tpch arrow, parquet, memory_map=False, TPCH-20, scale_factor=10, R 8.138 s 0.523
2022-11-22 20:21 R tpch arrow, native, memory_map=False, TPCH-22, scale_factor=10, R 0.318 s 1.171
2022-11-22 20:19 R tpch arrow, parquet, memory_map=False, TPCH-21, scale_factor=0.1, R 0.579 s 0.080
2022-11-22 20:20 R tpch arrow, parquet, memory_map=False, TPCH-22, scale_factor=0.1, R 0.188 s 0.412
2022-11-22 20:18 R tpch arrow, parquet, memory_map=False, TPCH-21, scale_factor=0.01, R 0.312 s 1.020
2022-11-22 20:20 R tpch arrow, parquet, memory_map=False, TPCH-22, scale_factor=0.01, R 0.168 s -0.363