Top Outliers
Benchmarks
Date Lang Batch Benchmark Mean Z-Score Error
2022-11-24 01:43 R tpch arrow, parquet, memory_map=False, TPCH-03, scale_factor=0.1, R 0.218 s -0.126
2022-11-24 01:48 R tpch arrow, native, memory_map=False, TPCH-06, scale_factor=0.1, R 0.115 s -2.109
2022-11-24 01:42 R tpch arrow, native, memory_map=False, TPCH-02, scale_factor=0.01, R 0.192 s -0.306
2022-11-24 01:43 R tpch arrow, native, memory_map=False, TPCH-03, scale_factor=1, R 0.273 s -0.323
2022-11-24 01:50 R tpch arrow, native, memory_map=False, TPCH-07, scale_factor=10, R 0.947 s 1.050
2022-11-24 01:50 R tpch arrow, native, memory_map=False, TPCH-08, scale_factor=0.01, R 0.228 s -3.024
2022-11-24 01:42 R tpch arrow, native, memory_map=False, TPCH-02, scale_factor=10, R 0.836 s -0.466
2022-11-24 01:46 R tpch arrow, parquet, memory_map=False, TPCH-05, scale_factor=0.01, R 0.218 s 0.287
2022-11-24 01:42 R tpch arrow, native, memory_map=False, TPCH-02, scale_factor=0.1, R 0.198 s -0.388
2022-11-24 01:40 R tpch arrow, parquet, memory_map=False, TPCH-01, scale_factor=0.1, R 0.203 s -0.071
2022-11-24 01:46 R tpch arrow, native, memory_map=False, TPCH-05, scale_factor=0.01, R 0.179 s -1.768
2022-11-24 01:40 R tpch arrow, native, memory_map=False, TPCH-01, scale_factor=1, R 0.315 s 0.050
2022-11-24 01:42 R tpch arrow, native, memory_map=False, TPCH-02, scale_factor=1, R 0.254 s -0.506
2022-11-24 01:42 R tpch arrow, parquet, memory_map=False, TPCH-02, scale_factor=1, R 0.322 s 0.034
2022-11-24 01:46 R tpch arrow, native, memory_map=False, TPCH-05, scale_factor=0.1, R 0.182 s -0.821
2022-11-24 01:48 R tpch arrow, native, memory_map=False, TPCH-06, scale_factor=10, R 0.468 s -1.822
2022-11-24 01:44 R tpch arrow, native, memory_map=False, TPCH-03, scale_factor=10, R 1.370 s 0.427
2022-11-24 01:45 R tpch arrow, native, memory_map=False, TPCH-04, scale_factor=1, R 0.246 s -0.468
2022-11-24 01:46 R tpch arrow, parquet, memory_map=False, TPCH-05, scale_factor=0.1, R 0.250 s -0.492
2022-11-24 01:49 R tpch arrow, native, memory_map=False, TPCH-07, scale_factor=0.1, R 0.200 s -0.253
2022-11-24 01:50 R tpch arrow, parquet, memory_map=False, TPCH-08, scale_factor=0.01, R 0.276 s -1.395
2022-11-24 01:56 R tpch arrow, native, memory_map=False, TPCH-11, scale_factor=1, R 0.262 s -0.137
2022-11-24 01:40 R tpch arrow, native, memory_map=False, TPCH-01, scale_factor=0.01, R 0.140 s -0.253
2022-11-24 01:41 R tpch arrow, parquet, memory_map=False, TPCH-01, scale_factor=1, R 0.544 s -0.409
2022-11-24 01:44 R tpch arrow, native, memory_map=False, TPCH-04, scale_factor=0.01, R 0.135 s 0.244
2022-11-24 01:40 R tpch arrow, parquet, memory_map=False, TPCH-01, scale_factor=0.01, R 0.173 s -0.807
2022-11-24 01:43 R tpch arrow, parquet, memory_map=False, TPCH-03, scale_factor=1, R 0.474 s -0.043
2022-11-24 01:47 R tpch arrow, parquet, memory_map=False, TPCH-05, scale_factor=10, R 3.102 s 0.633
2022-11-24 01:45 R tpch arrow, parquet, memory_map=False, TPCH-04, scale_factor=0.1, R 0.172 s -0.510
2022-11-24 01:46 R tpch arrow, parquet, memory_map=False, TPCH-04, scale_factor=10, R 1.061 s 0.938
2022-11-24 01:40 R tpch arrow, native, memory_map=False, TPCH-01, scale_factor=0.1, R 0.154 s -0.040
2022-11-24 01:41 R tpch arrow, native, memory_map=False, TPCH-01, scale_factor=10, R 2.022 s -6.324
2022-11-24 01:48 R tpch arrow, native, memory_map=False, TPCH-06, scale_factor=1, R 0.145 s 0.107
2022-11-24 01:49 R tpch arrow, parquet, memory_map=False, TPCH-07, scale_factor=0.1, R 0.264 s -0.373
2022-11-24 01:51 R tpch arrow, parquet, memory_map=False, TPCH-08, scale_factor=0.1, R 0.303 s 0.067
2022-11-24 01:54 R tpch arrow, native, memory_map=False, TPCH-10, scale_factor=0.1, R 0.182 s -1.032
2022-11-24 01:57 R tpch arrow, parquet, memory_map=False, TPCH-12, scale_factor=0.1, R 0.276 s -1.337
2022-11-24 01:45 R tpch arrow, parquet, memory_map=False, TPCH-04, scale_factor=1, R 0.266 s 0.883
2022-11-24 01:47 R tpch arrow, native, memory_map=False, TPCH-05, scale_factor=10, R 0.813 s 0.097
2022-11-24 01:50 R tpch arrow, parquet, memory_map=False, TPCH-07, scale_factor=10, R 3.129 s 0.100
2022-11-24 01:48 R tpch arrow, parquet, memory_map=False, TPCH-06, scale_factor=0.1, R 0.165 s 0.151
2022-11-24 01:56 R tpch arrow, parquet, memory_map=False, TPCH-11, scale_factor=1, R 0.514 s -1.137
2022-11-24 01:43 R tpch arrow, parquet, memory_map=False, TPCH-03, scale_factor=0.01, R 0.191 s -1.802
2022-11-24 01:45 R tpch arrow, native, memory_map=False, TPCH-04, scale_factor=10, R 1.225 s 0.400
2022-11-24 01:55 R tpch arrow, native, memory_map=False, TPCH-11, scale_factor=0.01, R 0.144 s -0.532
2022-11-24 01:51 R tpch arrow, parquet, memory_map=False, TPCH-08, scale_factor=1, R 0.569 s -0.417
2022-11-24 01:57 R tpch arrow, native, memory_map=False, TPCH-12, scale_factor=0.01, R 0.143 s -1.738
2022-11-24 01:59 R tpch arrow, parquet, memory_map=False, TPCH-12, scale_factor=10, R 9.188 s 0.051
2022-11-24 01:59 R tpch arrow, parquet, memory_map=False, TPCH-13, scale_factor=1, R 0.862 s 1.449
2022-11-24 01:41 R tpch arrow, parquet, memory_map=False, TPCH-01, scale_factor=10, R 3.546 s -0.449
2022-11-24 01:43 R tpch arrow, native, memory_map=False, TPCH-03, scale_factor=0.1, R 0.165 s 0.524
2022-11-24 01:48 R tpch arrow, parquet, memory_map=False, TPCH-06, scale_factor=1, R 0.391 s 0.189
2022-11-24 01:49 R tpch arrow, native, memory_map=False, TPCH-07, scale_factor=1, R 0.274 s 0.456
2022-11-24 01:51 R tpch arrow, native, memory_map=False, TPCH-08, scale_factor=0.1, R 0.228 s 0.161
2022-11-24 01:53 R tpch arrow, parquet, memory_map=False, TPCH-09, scale_factor=1, R 0.614 s -1.443
2022-11-24 01:42 R tpch arrow, parquet, memory_map=False, TPCH-02, scale_factor=0.01, R 0.229 s 0.327
2022-11-24 01:42 R tpch arrow, parquet, memory_map=False, TPCH-02, scale_factor=0.1, R 0.242 s -0.932
2022-11-24 01:44 R tpch arrow, parquet, memory_map=False, TPCH-04, scale_factor=0.01, R 0.163 s -0.617
2022-11-24 01:49 R tpch arrow, native, memory_map=False, TPCH-07, scale_factor=0.01, R 0.199 s -2.862
2022-11-24 01:54 R tpch arrow, native, memory_map=False, TPCH-10, scale_factor=0.01, R 0.174 s -0.065
2022-11-24 01:54 R tpch arrow, parquet, memory_map=False, TPCH-10, scale_factor=1, R 0.532 s -0.149
2022-11-24 01:59 R tpch arrow, parquet, memory_map=False, TPCH-13, scale_factor=0.1, R 0.283 s -0.456
2022-11-24 01:49 R tpch arrow, parquet, memory_map=False, TPCH-06, scale_factor=10, R 2.539 s -1.128
2022-11-24 01:49 R tpch arrow, parquet, memory_map=False, TPCH-07, scale_factor=0.01, R 0.236 s -0.605
2022-11-24 01:52 R tpch arrow, native, memory_map=False, TPCH-09, scale_factor=0.01, R 0.184 s 0.620
2022-11-24 01:52 R tpch arrow, parquet, memory_map=False, TPCH-09, scale_factor=0.01, R 0.226 s 0.051
2022-11-24 01:52 R tpch arrow, parquet, memory_map=False, TPCH-09, scale_factor=0.1, R 0.266 s -0.488
2022-11-24 01:53 R tpch arrow, native, memory_map=False, TPCH-09, scale_factor=1, R 0.297 s -1.965
2022-11-24 01:42 R tpch arrow, parquet, memory_map=False, TPCH-02, scale_factor=10, R 1.175 s -0.892
2022-11-24 01:43 R tpch arrow, native, memory_map=False, TPCH-03, scale_factor=0.01, R 0.159 s -1.667
2022-11-24 01:44 R tpch arrow, parquet, memory_map=False, TPCH-03, scale_factor=10, R 3.046 s 0.531
2022-11-24 01:44 R tpch arrow, native, memory_map=False, TPCH-04, scale_factor=0.1, R 0.143 s 0.088
2022-11-24 01:54 R tpch arrow, parquet, memory_map=False, TPCH-09, scale_factor=10, R 3.957 s 0.837
2022-11-24 01:57 R tpch arrow, native, memory_map=False, TPCH-12, scale_factor=0.1, R 0.199 s -0.693
2022-11-24 01:47 R tpch arrow, native, memory_map=False, TPCH-06, scale_factor=0.01, R 0.113 s -2.180
2022-11-24 01:54 R tpch arrow, parquet, memory_map=False, TPCH-10, scale_factor=0.1, R 0.242 s 0.063
2022-11-24 01:59 R tpch arrow, native, memory_map=False, TPCH-13, scale_factor=1, R 0.629 s 0.114
2022-11-24 02:04 R tpch arrow, native, memory_map=False, TPCH-16, scale_factor=0.1, R 0.152 s -0.689
2022-11-24 02:10 R tpch arrow, native, memory_map=False, TPCH-19, scale_factor=10, R 10.129 s 0.347
2022-11-24 02:13 R tpch arrow, native, memory_map=False, TPCH-21, scale_factor=0.01, R 0.265 s -0.239
2022-11-24 01:46 R tpch arrow, native, memory_map=False, TPCH-05, scale_factor=1, R 0.238 s -0.935
2022-11-24 01:46 R tpch arrow, parquet, memory_map=False, TPCH-05, scale_factor=1, R 0.515 s -0.329
2022-11-24 01:47 R tpch arrow, parquet, memory_map=False, TPCH-06, scale_factor=0.01, R 0.142 s -0.701
2022-11-24 02:02 R tpch arrow, native, memory_map=False, TPCH-15, scale_factor=0.01, R 0.143 s -1.788
2022-11-24 02:04 R tpch arrow, native, memory_map=False, TPCH-16, scale_factor=0.01, R 0.134 s -0.031
2022-11-24 02:07 R tpch arrow, native, memory_map=False, TPCH-18, scale_factor=0.01, R 0.135 s -0.159
2022-11-24 02:11 R tpch arrow, parquet, memory_map=False, TPCH-19, scale_factor=10, R 14.788 s 0.412
2022-11-24 02:14 R tpch arrow, native, memory_map=False, TPCH-21, scale_factor=1, R 2.611 s -0.569
2022-11-24 01:51 R tpch arrow, native, memory_map=False, TPCH-08, scale_factor=1, R 0.264 s -0.919
2022-11-24 01:52 R tpch arrow, parquet, memory_map=False, TPCH-08, scale_factor=10, R 3.350 s -0.319
2022-11-24 01:55 R tpch arrow, native, memory_map=False, TPCH-10, scale_factor=10, R 1.138 s 0.683
2022-11-24 01:59 R tpch arrow, parquet, memory_map=False, TPCH-13, scale_factor=0.01, R 0.160 s -0.597
2022-11-24 02:05 R tpch arrow, native, memory_map=False, TPCH-17, scale_factor=0.01, R 0.149 s -0.187
2022-11-24 01:52 R tpch arrow, native, memory_map=False, TPCH-09, scale_factor=0.1, R 0.200 s 0.340
2022-11-24 01:58 R tpch arrow, native, memory_map=False, TPCH-12, scale_factor=10, R 3.321 s 0.278
2022-11-24 02:00 R tpch arrow, parquet, memory_map=False, TPCH-13, scale_factor=10, R 7.125 s 0.939
2022-11-24 02:00 R tpch arrow, parquet, memory_map=False, TPCH-14, scale_factor=0.01, R 0.185 s -0.671
2022-11-24 02:01 R tpch arrow, parquet, memory_map=False, TPCH-14, scale_factor=0.1, R 0.255 s 0.166
2022-11-24 02:02 R tpch arrow, parquet, memory_map=False, TPCH-14, scale_factor=10, R 7.492 s 0.862
2022-11-24 02:07 R tpch arrow, native, memory_map=False, TPCH-18, scale_factor=1, R 0.327 s 0.817
2022-11-24 01:49 R tpch arrow, parquet, memory_map=False, TPCH-07, scale_factor=1, R 0.534 s -0.014
2022-11-24 01:57 R tpch arrow, parquet, memory_map=False, TPCH-12, scale_factor=0.01, R 0.180 s 0.440
2022-11-24 02:03 R tpch arrow, parquet, memory_map=False, TPCH-15, scale_factor=1, R 0.474 s -1.353
2022-11-24 02:05 R tpch arrow, parquet, memory_map=False, TPCH-17, scale_factor=1, R 1.227 s -0.145
2022-11-24 01:59 R tpch arrow, native, memory_map=False, TPCH-13, scale_factor=0.01, R 0.125 s -0.109
2022-11-24 02:02 R tpch arrow, parquet, memory_map=False, TPCH-15, scale_factor=0.01, R 0.176 s -1.593
2022-11-24 02:08 R tpch arrow, parquet, memory_map=False, TPCH-18, scale_factor=10, R 4.456 s 0.113
2022-11-24 01:52 R tpch arrow, native, memory_map=False, TPCH-08, scale_factor=10, R 0.649 s 0.462
2022-11-24 01:53 R tpch arrow, native, memory_map=False, TPCH-09, scale_factor=10, R 1.131 s -0.170
2022-11-24 01:55 R tpch arrow, parquet, memory_map=False, TPCH-10, scale_factor=10, R 3.360 s -1.337
2022-11-24 02:01 R tpch arrow, native, memory_map=False, TPCH-14, scale_factor=0.1, R 0.171 s -2.334
2022-11-24 02:09 R tpch arrow, parquet, memory_map=False, TPCH-19, scale_factor=1, R 1.569 s 2.385
2022-11-24 02:15 R tpch arrow, parquet, memory_map=False, TPCH-22, scale_factor=1, R 0.380 s 0.254
2022-11-24 01:56 R tpch arrow, parquet, memory_map=False, TPCH-11, scale_factor=0.1, R 0.221 s -0.318
2022-11-24 01:56 R tpch arrow, native, memory_map=False, TPCH-11, scale_factor=10, R 1.456 s 0.048
2022-11-24 02:16 R tpch arrow, native, memory_map=False, TPCH-22, scale_factor=10, R 0.320 s -0.392
2022-11-24 01:54 R tpch arrow, parquet, memory_map=False, TPCH-10, scale_factor=0.01, R 0.210 s -0.373
2022-11-24 01:54 R tpch arrow, native, memory_map=False, TPCH-10, scale_factor=1, R 0.274 s -0.683
2022-11-24 02:04 R tpch arrow, native, memory_map=False, TPCH-16, scale_factor=10, R 1.140 s 1.841
2022-11-24 02:13 R tpch arrow, native, memory_map=False, TPCH-21, scale_factor=0.1, R 0.481 s -1.135
2022-11-24 01:57 R tpch arrow, native, memory_map=False, TPCH-12, scale_factor=1, R 0.468 s -2.624
2022-11-24 02:07 R tpch arrow, parquet, memory_map=False, TPCH-18, scale_factor=1, R 0.519 s 0.743
2022-11-24 02:11 R tpch arrow, native, memory_map=False, TPCH-20, scale_factor=0.01, R 0.178 s -1.857
2022-11-24 02:12 R tpch arrow, native, memory_map=False, TPCH-20, scale_factor=10, R 0.778 s 0.237
2022-11-24 02:13 R tpch arrow, parquet, memory_map=False, TPCH-21, scale_factor=0.1, R 0.579 s -1.129
2022-11-24 01:59 R tpch arrow, native, memory_map=False, TPCH-13, scale_factor=0.1, R 0.220 s -0.984
2022-11-24 02:00 R tpch arrow, native, memory_map=False, TPCH-14, scale_factor=0.01, R 0.147 s -1.511
2022-11-24 02:01 R tpch arrow, native, memory_map=False, TPCH-14, scale_factor=1, R 0.352 s -0.792
2022-11-24 02:04 R tpch arrow, parquet, memory_map=False, TPCH-15, scale_factor=10, R 3.037 s 0.672
2022-11-24 02:13 R tpch arrow, parquet, memory_map=False, TPCH-20, scale_factor=10, R 8.171 s 0.170
2022-11-24 01:56 R tpch arrow, parquet, memory_map=False, TPCH-11, scale_factor=0.01, R 0.181 s 0.759
2022-11-24 01:56 R tpch arrow, native, memory_map=False, TPCH-11, scale_factor=0.1, R 0.158 s 0.081
2022-11-24 01:56 R tpch arrow, parquet, memory_map=False, TPCH-11, scale_factor=10, R 3.644 s 0.600
2022-11-24 02:03 R tpch arrow, parquet, memory_map=False, TPCH-15, scale_factor=0.1, R 0.203 s -0.607
2022-11-24 02:04 R tpch arrow, parquet, memory_map=False, TPCH-16, scale_factor=0.01, R 0.167 s 0.370
2022-11-24 02:04 R tpch arrow, parquet, memory_map=False, TPCH-16, scale_factor=0.1, R 0.205 s 0.100
2022-11-24 02:04 R tpch arrow, parquet, memory_map=False, TPCH-16, scale_factor=1, R 0.452 s -1.423
2022-11-24 02:07 R tpch arrow, parquet, memory_map=False, TPCH-17, scale_factor=10, R 9.602 s -0.382
2022-11-24 02:15 R tpch arrow, parquet, memory_map=False, TPCH-22, scale_factor=0.1, R 0.190 s -1.453
2022-11-24 01:57 R tpch arrow, parquet, memory_map=False, TPCH-12, scale_factor=1, R 1.159 s -0.610
2022-11-24 02:05 R tpch arrow, parquet, memory_map=False, TPCH-17, scale_factor=0.1, R 0.276 s 0.794
2022-11-24 02:09 R tpch arrow, native, memory_map=False, TPCH-19, scale_factor=1, R 0.966 s -0.884
2022-11-24 02:02 R tpch arrow, native, memory_map=False, TPCH-14, scale_factor=10, R 2.166 s 0.406
2022-11-24 02:02 R tpch arrow, native, memory_map=False, TPCH-15, scale_factor=0.1, R 0.148 s -2.440
2022-11-24 02:03 R tpch arrow, native, memory_map=False, TPCH-15, scale_factor=10, R 0.866 s -1.413
2022-11-24 02:04 R tpch arrow, native, memory_map=False, TPCH-16, scale_factor=1, R 0.239 s 0.059
2022-11-24 02:09 R tpch arrow, parquet, memory_map=False, TPCH-19, scale_factor=0.1, R 0.330 s -0.515
2022-11-24 02:12 R tpch arrow, parquet, memory_map=False, TPCH-20, scale_factor=1, R 1.096 s 0.471
2022-11-24 02:15 R tpch arrow, native, memory_map=False, TPCH-22, scale_factor=1, R 0.153 s 0.078
2022-11-24 02:00 R tpch arrow, native, memory_map=False, TPCH-13, scale_factor=10, R 5.005 s 0.475
2022-11-24 02:01 R tpch arrow, parquet, memory_map=False, TPCH-14, scale_factor=1, R 0.967 s 0.368
2022-11-24 02:03 R tpch arrow, native, memory_map=False, TPCH-15, scale_factor=1, R 0.207 s -0.071
2022-11-24 02:05 R tpch arrow, native, memory_map=False, TPCH-17, scale_factor=1, R 0.217 s -0.755
2022-11-24 02:06 R tpch arrow, native, memory_map=False, TPCH-17, scale_factor=10, R 0.856 s -1.153
2022-11-24 02:15 R tpch arrow, parquet, memory_map=False, TPCH-22, scale_factor=0.01, R 0.169 s -0.281
2022-11-24 02:05 R tpch arrow, parquet, memory_map=False, TPCH-16, scale_factor=10, R 3.082 s 0.777
2022-11-24 02:12 R tpch arrow, native, memory_map=False, TPCH-20, scale_factor=1, R 0.232 s 0.178
2022-11-24 02:05 R tpch arrow, parquet, memory_map=False, TPCH-17, scale_factor=0.01, R 0.191 s 1.106
2022-11-24 02:07 R tpch arrow, parquet, memory_map=False, TPCH-18, scale_factor=0.01, R 0.172 s -0.929
2022-11-24 02:07 R tpch arrow, parquet, memory_map=False, TPCH-18, scale_factor=0.1, R 0.195 s -0.632
2022-11-24 02:09 R tpch arrow, native, memory_map=False, TPCH-19, scale_factor=0.01, R 0.183 s -0.513
2022-11-24 02:11 R tpch arrow, native, memory_map=False, TPCH-20, scale_factor=0.1, R 0.180 s -1.728
2022-11-24 02:15 R tpch arrow, native, memory_map=False, TPCH-22, scale_factor=0.01, R 0.132 s 0.168
2022-11-24 02:05 R tpch arrow, native, memory_map=False, TPCH-17, scale_factor=0.1, R 0.151 s 0.506
2022-11-24 02:11 R tpch arrow, parquet, memory_map=False, TPCH-20, scale_factor=0.01, R 0.225 s 0.819
2022-11-24 02:07 R tpch arrow, native, memory_map=False, TPCH-18, scale_factor=0.1, R 0.146 s 0.116
2022-11-24 02:09 R tpch arrow, parquet, memory_map=False, TPCH-19, scale_factor=0.01, R 0.224 s 0.135
2022-11-24 02:08 R tpch arrow, native, memory_map=False, TPCH-18, scale_factor=10, R 2.996 s 0.663
2022-11-24 02:09 R tpch arrow, native, memory_map=False, TPCH-19, scale_factor=0.1, R 0.252 s -0.396
2022-11-24 02:13 R tpch arrow, parquet, memory_map=False, TPCH-21, scale_factor=0.01, R 0.313 s 0.245
2022-11-24 02:16 R tpch arrow, parquet, memory_map=False, TPCH-22, scale_factor=10, R 2.381 s -0.022
2022-11-24 02:12 R tpch arrow, parquet, memory_map=False, TPCH-20, scale_factor=0.1, R 0.297 s 0.250
2022-11-24 02:14 R tpch arrow, parquet, memory_map=False, TPCH-21, scale_factor=1, R 3.171 s -0.042
2022-11-24 02:15 R tpch arrow, native, memory_map=False, TPCH-22, scale_factor=0.1, R 0.136 s -0.570