Top Outliers
Benchmarks
Date Lang Batch Benchmark Mean Z-Score Error
2022-11-15 17:04 R tpch arrow, native, memory_map=False, TPCH-01, scale_factor=1, R 0.311 s 0.619
2022-11-15 17:05 R tpch arrow, native, memory_map=False, TPCH-02, scale_factor=0.01, R 0.192 s -0.595
2022-11-15 17:05 R tpch arrow, native, memory_map=False, TPCH-02, scale_factor=1, R 0.253 s 0.619
2022-11-15 17:09 R tpch arrow, native, memory_map=False, TPCH-05, scale_factor=0.1, R 0.181 s 0.976
2022-11-15 17:13 R tpch arrow, native, memory_map=False, TPCH-07, scale_factor=1, R 0.274 s 0.159
2022-11-15 17:14 R tpch arrow, native, memory_map=False, TPCH-08, scale_factor=0.01, R 0.226 s 0.147
2022-11-15 17:04 R tpch arrow, native, memory_map=False, TPCH-01, scale_factor=0.1, R 0.152 s -0.091
2022-11-15 17:05 R tpch arrow, native, memory_map=False, TPCH-01, scale_factor=10, R 1.874 s 0.541
2022-11-15 17:06 R tpch arrow, native, memory_map=False, TPCH-03, scale_factor=0.01, R 0.157 s 0.760
2022-11-15 17:09 R tpch arrow, native, memory_map=False, TPCH-05, scale_factor=0.01, R 0.177 s 0.833
2022-11-15 17:10 R tpch arrow, native, memory_map=False, TPCH-05, scale_factor=1, R 0.236 s 0.835
2022-11-15 17:06 R tpch arrow, native, memory_map=False, TPCH-03, scale_factor=0.1, R 0.165 s 0.645
2022-11-15 17:11 R tpch arrow, parquet, memory_map=False, TPCH-06, scale_factor=1, R 0.440 s -4.599
2022-11-15 17:15 R tpch arrow, parquet, memory_map=False, TPCH-09, scale_factor=0.01, R 0.225 s 0.699
2022-11-15 17:05 R tpch arrow, parquet, memory_map=False, TPCH-02, scale_factor=1, R 0.321 s -0.254
2022-11-15 17:08 R tpch arrow, parquet, memory_map=False, TPCH-04, scale_factor=0.01, R 0.161 s 1.748
2022-11-15 17:10 R tpch arrow, native, memory_map=False, TPCH-05, scale_factor=10, R 0.812 s 0.397
2022-11-15 17:12 R tpch arrow, native, memory_map=False, TPCH-07, scale_factor=0.01, R 0.195 s 0.358
2022-11-15 17:09 R tpch arrow, parquet, memory_map=False, TPCH-05, scale_factor=0.1, R 0.249 s -0.216
2022-11-15 17:06 R tpch arrow, native, memory_map=False, TPCH-03, scale_factor=1, R 0.273 s 0.613
2022-11-15 17:08 R tpch arrow, native, memory_map=False, TPCH-04, scale_factor=0.01, R 0.134 s 1.663
2022-11-15 17:03 R tpch arrow, native, memory_map=False, TPCH-01, scale_factor=0.01, R 0.139 s -0.344
2022-11-15 17:06 R tpch arrow, native, memory_map=False, TPCH-02, scale_factor=10, R 0.840 s -0.949
2022-11-15 17:11 R tpch arrow, parquet, memory_map=False, TPCH-06, scale_factor=0.1, R 0.166 s -1.051
2022-11-15 17:23 R tpch arrow, native, memory_map=False, TPCH-13, scale_factor=1, R 0.630 s -0.072
2022-11-15 17:27 R tpch arrow, native, memory_map=False, TPCH-15, scale_factor=10, R 0.863 s -0.520
2022-11-15 17:28 R tpch arrow, parquet, memory_map=False, TPCH-16, scale_factor=1, R 0.447 s 0.777
2022-11-15 17:03 R tpch arrow, parquet, memory_map=False, TPCH-01, scale_factor=0.01, R 0.170 s 0.020
2022-11-15 17:06 R tpch arrow, parquet, memory_map=False, TPCH-03, scale_factor=0.01, R 0.190 s -0.266
2022-11-15 17:11 R tpch arrow, native, memory_map=False, TPCH-06, scale_factor=0.1, R 0.113 s 0.169
2022-11-15 17:11 R tpch arrow, native, memory_map=False, TPCH-06, scale_factor=1, R 0.146 s 0.020
2022-11-15 17:12 R tpch arrow, native, memory_map=False, TPCH-06, scale_factor=10, R 0.466 s -1.197
2022-11-15 17:07 R tpch arrow, native, memory_map=False, TPCH-03, scale_factor=10, R 1.370 s 0.167
2022-11-15 17:08 R tpch arrow, native, memory_map=False, TPCH-04, scale_factor=1, R 0.245 s 0.445
2022-11-15 17:11 R tpch arrow, parquet, memory_map=False, TPCH-05, scale_factor=10, R 3.124 s -0.693
2022-11-15 17:13 R tpch arrow, native, memory_map=False, TPCH-07, scale_factor=10, R 0.948 s 0.260
2022-11-15 17:15 R tpch arrow, native, memory_map=False, TPCH-09, scale_factor=0.01, R 0.185 s 0.301
2022-11-15 17:17 R tpch arrow, parquet, memory_map=False, TPCH-09, scale_factor=10, R 4.038 s -2.475
2022-11-15 17:22 R tpch arrow, native, memory_map=False, TPCH-12, scale_factor=10, R 3.324 s -0.203
2022-11-15 17:09 R tpch arrow, parquet, memory_map=False, TPCH-05, scale_factor=0.01, R 0.219 s 0.063
2022-11-15 17:10 R tpch arrow, parquet, memory_map=False, TPCH-05, scale_factor=1, R 0.513 s -0.145
2022-11-15 17:16 R tpch arrow, native, memory_map=False, TPCH-09, scale_factor=1, R 0.296 s 0.083
2022-11-15 17:22 R tpch arrow, parquet, memory_map=False, TPCH-13, scale_factor=0.01, R 0.159 s -0.103
2022-11-15 17:24 R tpch arrow, parquet, memory_map=False, TPCH-13, scale_factor=10, R 7.149 s -0.831
2022-11-15 17:24 R tpch arrow, native, memory_map=False, TPCH-14, scale_factor=0.01, R 0.147 s -0.779
2022-11-15 17:05 R tpch arrow, parquet, memory_map=False, TPCH-02, scale_factor=0.01, R 0.230 s -0.435
2022-11-15 17:08 R tpch arrow, parquet, memory_map=False, TPCH-04, scale_factor=0.1, R 0.172 s -0.530
2022-11-15 17:17 R tpch arrow, native, memory_map=False, TPCH-10, scale_factor=0.01, R 0.173 s 1.172
2022-11-15 17:19 R tpch arrow, parquet, memory_map=False, TPCH-11, scale_factor=0.1, R 0.219 s 0.140
2022-11-15 17:21 R tpch arrow, parquet, memory_map=False, TPCH-12, scale_factor=1, R 1.138 s 1.564
2022-11-15 17:22 R tpch arrow, native, memory_map=False, TPCH-13, scale_factor=0.01, R 0.124 s 0.987
2022-11-15 17:05 R tpch arrow, native, memory_map=False, TPCH-02, scale_factor=0.1, R 0.197 s 0.748
2022-11-15 17:29 R tpch arrow, parquet, memory_map=False, TPCH-17, scale_factor=0.01, R 0.194 s -1.605
2022-11-15 17:08 R tpch arrow, parquet, memory_map=False, TPCH-04, scale_factor=1, R 0.269 s -0.281
2022-11-15 17:14 R tpch arrow, parquet, memory_map=False, TPCH-08, scale_factor=0.01, R 0.275 s -0.997
2022-11-15 17:14 R tpch arrow, parquet, memory_map=False, TPCH-08, scale_factor=1, R 0.577 s -2.169
2022-11-15 17:17 R tpch arrow, native, memory_map=False, TPCH-09, scale_factor=10, R 1.133 s -0.595
2022-11-15 17:08 R tpch arrow, native, memory_map=False, TPCH-04, scale_factor=0.1, R 0.144 s -0.545
2022-11-15 17:09 R tpch arrow, native, memory_map=False, TPCH-04, scale_factor=10, R 1.210 s 1.115
2022-11-15 17:11 R tpch arrow, parquet, memory_map=False, TPCH-06, scale_factor=0.01, R 0.141 s -0.130
2022-11-15 17:19 R tpch arrow, parquet, memory_map=False, TPCH-11, scale_factor=0.01, R 0.181 s 0.426
2022-11-15 17:04 R tpch arrow, parquet, memory_map=False, TPCH-01, scale_factor=1, R 0.541 s -0.070
2022-11-15 17:05 R tpch arrow, parquet, memory_map=False, TPCH-02, scale_factor=0.1, R 0.243 s -1.173
2022-11-15 17:06 R tpch arrow, parquet, memory_map=False, TPCH-02, scale_factor=10, R 1.171 s -0.415
2022-11-15 17:06 R tpch arrow, parquet, memory_map=False, TPCH-03, scale_factor=0.1, R 0.217 s -0.129
2022-11-15 17:07 R tpch arrow, parquet, memory_map=False, TPCH-03, scale_factor=1, R 0.474 s -0.465
2022-11-15 17:11 R tpch arrow, native, memory_map=False, TPCH-06, scale_factor=0.01, R 0.111 s 0.137
2022-11-15 17:12 R tpch arrow, native, memory_map=False, TPCH-07, scale_factor=0.1, R 0.201 s -0.480
2022-11-15 17:07 R tpch arrow, parquet, memory_map=False, TPCH-03, scale_factor=10, R 3.049 s -0.043
2022-11-15 17:09 R tpch arrow, parquet, memory_map=False, TPCH-04, scale_factor=10, R 1.068 s 0.090
2022-11-15 17:12 R tpch arrow, parquet, memory_map=False, TPCH-07, scale_factor=0.1, R 0.263 s 0.093
2022-11-15 17:13 R tpch arrow, parquet, memory_map=False, TPCH-07, scale_factor=1, R 0.532 s -0.088
2022-11-15 17:15 R tpch arrow, parquet, memory_map=False, TPCH-08, scale_factor=10, R 3.317 s 0.535
2022-11-15 17:16 R tpch arrow, parquet, memory_map=False, TPCH-09, scale_factor=0.1, R 0.266 s -0.904
2022-11-15 17:16 R tpch arrow, parquet, memory_map=False, TPCH-09, scale_factor=1, R 0.608 s 0.123
2022-11-15 17:18 R tpch arrow, parquet, memory_map=False, TPCH-10, scale_factor=1, R 0.531 s -0.413
2022-11-15 17:28 R tpch arrow, parquet, memory_map=False, TPCH-16, scale_factor=0.1, R 0.205 s 0.091
2022-11-15 17:30 R tpch arrow, native, memory_map=False, TPCH-18, scale_factor=0.01, R 0.134 s 0.885
2022-11-15 17:04 R tpch arrow, parquet, memory_map=False, TPCH-01, scale_factor=0.1, R 0.202 s -0.022
2022-11-15 17:12 R tpch arrow, parquet, memory_map=False, TPCH-07, scale_factor=0.01, R 0.235 s -0.532
2022-11-15 17:19 R tpch arrow, parquet, memory_map=False, TPCH-10, scale_factor=10, R 3.324 s -0.911
2022-11-15 17:24 R tpch arrow, native, memory_map=False, TPCH-14, scale_factor=1, R 0.349 s 0.504
2022-11-15 17:26 R tpch arrow, parquet, memory_map=False, TPCH-15, scale_factor=1, R 0.469 s 0.085
2022-11-15 17:05 R tpch arrow, parquet, memory_map=False, TPCH-01, scale_factor=10, R 3.528 s -0.165
2022-11-15 17:14 R tpch arrow, parquet, memory_map=False, TPCH-07, scale_factor=10, R 3.116 s 0.144
2022-11-15 17:16 R tpch arrow, native, memory_map=False, TPCH-09, scale_factor=0.1, R 0.200 s 0.618
2022-11-15 17:17 R tpch arrow, parquet, memory_map=False, TPCH-10, scale_factor=0.01, R 0.211 s -1.490
2022-11-15 17:20 R tpch arrow, parquet, memory_map=False, TPCH-12, scale_factor=0.01, R 0.180 s -0.197
2022-11-15 17:20 R tpch arrow, native, memory_map=False, TPCH-12, scale_factor=0.1, R 0.199 s -0.584
2022-11-15 17:21 R tpch arrow, parquet, memory_map=False, TPCH-12, scale_factor=0.1, R 0.277 s -1.870
2022-11-15 17:23 R tpch arrow, native, memory_map=False, TPCH-13, scale_factor=10, R 5.012 s -0.183
2022-11-15 17:27 R tpch arrow, parquet, memory_map=False, TPCH-15, scale_factor=10, R 3.056 s -0.550
2022-11-15 17:29 R tpch arrow, native, memory_map=False, TPCH-17, scale_factor=1, R 0.216 s -0.176
2022-11-15 17:29 R tpch arrow, parquet, memory_map=False, TPCH-17, scale_factor=1, R 1.224 s -0.152
2022-11-15 17:25 R tpch arrow, native, memory_map=False, TPCH-14, scale_factor=10, R 2.170 s -0.326
2022-11-15 17:29 R tpch arrow, parquet, memory_map=False, TPCH-17, scale_factor=0.1, R 0.282 s -1.662
2022-11-15 17:12 R tpch arrow, parquet, memory_map=False, TPCH-06, scale_factor=10, R 2.511 s -0.565
2022-11-15 17:20 R tpch arrow, parquet, memory_map=False, TPCH-11, scale_factor=10, R 3.660 s 0.090
2022-11-15 17:24 R tpch arrow, parquet, memory_map=False, TPCH-14, scale_factor=0.01, R 0.187 s -1.647
2022-11-15 17:26 R tpch arrow, parquet, memory_map=False, TPCH-15, scale_factor=0.01, R 0.174 s 0.835
2022-11-15 17:26 R tpch arrow, parquet, memory_map=False, TPCH-15, scale_factor=0.1, R 0.205 s -2.764
2022-11-15 17:14 R tpch arrow, native, memory_map=False, TPCH-08, scale_factor=1, R 0.262 s 0.963
2022-11-15 17:18 R tpch arrow, parquet, memory_map=False, TPCH-10, scale_factor=0.1, R 0.639 s -292.083
2022-11-15 17:18 R tpch arrow, native, memory_map=False, TPCH-10, scale_factor=1, R 0.271 s 1.136
2022-11-15 17:23 R tpch arrow, parquet, memory_map=False, TPCH-13, scale_factor=0.1, R 0.284 s -1.773
2022-11-15 17:35 R tpch arrow, native, memory_map=False, TPCH-20, scale_factor=0.1, R 0.178 s 1.009
2022-11-15 17:14 R tpch arrow, native, memory_map=False, TPCH-08, scale_factor=0.1, R 0.229 s 0.241
2022-11-15 17:19 R tpch arrow, native, memory_map=False, TPCH-11, scale_factor=1, R 0.259 s 0.528
2022-11-15 17:23 R tpch arrow, parquet, memory_map=False, TPCH-13, scale_factor=1, R 0.865 s 0.342
2022-11-15 17:33 R tpch arrow, native, memory_map=False, TPCH-19, scale_factor=1, R 0.963 s -0.560
2022-11-15 17:15 R tpch arrow, native, memory_map=False, TPCH-08, scale_factor=10, R 0.652 s 0.143
2022-11-15 17:19 R tpch arrow, native, memory_map=False, TPCH-10, scale_factor=10, R 1.138 s 0.469
2022-11-15 17:26 R tpch arrow, native, memory_map=False, TPCH-15, scale_factor=0.1, R 0.147 s -0.446
2022-11-15 17:26 R tpch arrow, native, memory_map=False, TPCH-15, scale_factor=1, R 0.206 s 0.063
2022-11-15 17:35 R tpch arrow, native, memory_map=False, TPCH-20, scale_factor=1, R 0.232 s 0.498
2022-11-15 17:14 R tpch arrow, parquet, memory_map=False, TPCH-08, scale_factor=0.1, R 0.301 s 0.148
2022-11-15 17:20 R tpch arrow, parquet, memory_map=False, TPCH-11, scale_factor=1, R 0.511 s -0.191
2022-11-15 17:24 R tpch arrow, parquet, memory_map=False, TPCH-14, scale_factor=0.1, R 0.257 s -1.468
2022-11-15 17:25 R tpch arrow, parquet, memory_map=False, TPCH-14, scale_factor=1, R 0.971 s -0.211
2022-11-15 17:26 R tpch arrow, parquet, memory_map=False, TPCH-14, scale_factor=10, R 7.528 s -0.599
2022-11-15 17:27 R tpch arrow, parquet, memory_map=False, TPCH-16, scale_factor=0.01, R 0.167 s -0.061
2022-11-15 17:17 R tpch arrow, native, memory_map=False, TPCH-10, scale_factor=0.1, R 0.180 s 0.197
2022-11-15 17:22 R tpch arrow, parquet, memory_map=False, TPCH-12, scale_factor=10, R 9.198 s -0.436
2022-11-15 17:27 R tpch arrow, native, memory_map=False, TPCH-16, scale_factor=0.1, R 0.152 s 0.098
2022-11-15 17:36 R tpch arrow, native, memory_map=False, TPCH-20, scale_factor=10, R 0.778 s -0.036
2022-11-15 17:19 R tpch arrow, native, memory_map=False, TPCH-11, scale_factor=0.01, R 0.141 s 1.653
2022-11-15 17:20 R tpch arrow, native, memory_map=False, TPCH-12, scale_factor=0.01, R 0.142 s -0.222
2022-11-15 17:30 R tpch arrow, parquet, memory_map=False, TPCH-17, scale_factor=10, R 9.864 s -1.367
2022-11-15 17:35 R tpch arrow, parquet, memory_map=False, TPCH-20, scale_factor=1, R 1.096 s -0.010
2022-11-15 17:20 R tpch arrow, native, memory_map=False, TPCH-11, scale_factor=10, R 1.453 s 0.375
2022-11-15 17:28 R tpch arrow, parquet, memory_map=False, TPCH-16, scale_factor=10, R 3.092 s 0.194
2022-11-15 17:28 R tpch arrow, native, memory_map=False, TPCH-17, scale_factor=0.01, R 0.149 s -0.476
2022-11-15 17:29 R tpch arrow, native, memory_map=False, TPCH-17, scale_factor=0.1, R 0.152 s -0.829
2022-11-15 17:30 R tpch arrow, parquet, memory_map=False, TPCH-18, scale_factor=0.01, R 0.173 s -1.637
2022-11-15 17:31 R tpch arrow, native, memory_map=False, TPCH-18, scale_factor=0.1, R 0.147 s -0.360
2022-11-15 17:32 R tpch arrow, native, memory_map=False, TPCH-18, scale_factor=10, R 3.028 s -0.558
2022-11-15 17:19 R tpch arrow, native, memory_map=False, TPCH-11, scale_factor=0.1, R 0.158 s 1.123
2022-11-15 17:22 R tpch arrow, native, memory_map=False, TPCH-13, scale_factor=0.1, R 0.219 s -0.019
2022-11-15 17:21 R tpch arrow, native, memory_map=False, TPCH-12, scale_factor=1, R 0.462 s 0.375
2022-11-15 17:24 R tpch arrow, native, memory_map=False, TPCH-14, scale_factor=0.1, R 0.168 s 0.628
2022-11-15 17:28 R tpch arrow, native, memory_map=False, TPCH-16, scale_factor=10, R 1.142 s 1.850
2022-11-15 17:31 R tpch arrow, native, memory_map=False, TPCH-18, scale_factor=1, R 0.329 s -0.493
2022-11-15 17:32 R tpch arrow, parquet, memory_map=False, TPCH-18, scale_factor=10, R 4.381 s 0.646
2022-11-15 17:35 R tpch arrow, parquet, memory_map=False, TPCH-20, scale_factor=0.1, R 0.298 s -0.618
2022-11-15 17:31 R tpch arrow, parquet, memory_map=False, TPCH-18, scale_factor=1, R 0.524 s -0.242
2022-11-15 17:32 R tpch arrow, native, memory_map=False, TPCH-19, scale_factor=0.01, R 0.183 s -0.552
2022-11-15 17:33 R tpch arrow, parquet, memory_map=False, TPCH-19, scale_factor=1, R 1.576 s 0.009
2022-11-15 17:26 R tpch arrow, native, memory_map=False, TPCH-15, scale_factor=0.01, R 0.141 s 1.329
2022-11-15 17:27 R tpch arrow, native, memory_map=False, TPCH-16, scale_factor=0.01, R 0.133 s 0.799
2022-11-15 17:28 R tpch arrow, native, memory_map=False, TPCH-16, scale_factor=1, R 0.237 s 0.639
2022-11-15 17:35 R tpch arrow, native, memory_map=False, TPCH-20, scale_factor=0.01, R 0.177 s -0.361
2022-11-15 17:30 R tpch arrow, native, memory_map=False, TPCH-17, scale_factor=10, R 0.847 s 0.302
2022-11-15 17:35 R tpch arrow, parquet, memory_map=False, TPCH-19, scale_factor=10, R 14.886 s -2.336
2022-11-15 17:31 R tpch arrow, parquet, memory_map=False, TPCH-18, scale_factor=0.1, R 0.193 s 0.453
2022-11-15 17:32 R tpch arrow, parquet, memory_map=False, TPCH-19, scale_factor=0.01, R 0.226 s -0.776
2022-11-15 17:32 R tpch arrow, native, memory_map=False, TPCH-19, scale_factor=0.1, R 0.252 s -0.487
2022-11-15 17:32 R tpch arrow, parquet, memory_map=False, TPCH-19, scale_factor=0.1, R 0.330 s -0.660
2022-11-15 17:34 R tpch arrow, native, memory_map=False, TPCH-19, scale_factor=10, R 10.211 s -0.960
2022-11-15 17:35 R tpch arrow, parquet, memory_map=False, TPCH-20, scale_factor=0.01, R 0.227 s -1.079
2022-11-15 17:37 R tpch arrow, parquet, memory_map=False, TPCH-20, scale_factor=10, R 8.150 s -0.069
2022-11-15 17:37 R tpch arrow, parquet, memory_map=False, TPCH-21, scale_factor=0.1, R 0.576 s 0.090
2022-11-15 17:37 R tpch arrow, native, memory_map=False, TPCH-21, scale_factor=0.01, R 0.266 s -0.862
2022-11-15 17:37 R tpch arrow, parquet, memory_map=False, TPCH-21, scale_factor=0.01, R 0.312 s -0.155
2022-11-15 17:37 R tpch arrow, native, memory_map=False, TPCH-21, scale_factor=0.1, R 0.477 s -0.826
2022-11-15 17:37 R tpch arrow, native, memory_map=False, TPCH-21, scale_factor=1, R 2.617 s -1.864
2022-11-15 17:38 R tpch arrow, parquet, memory_map=False, TPCH-21, scale_factor=1, R 3.191 s -1.067
2022-11-15 17:39 R tpch arrow, native, memory_map=False, TPCH-22, scale_factor=1, R 0.153 s 0.208
2022-11-15 17:39 R tpch arrow, parquet, memory_map=False, TPCH-22, scale_factor=0.1, R 0.189 s -0.974
2022-11-15 17:38 R tpch arrow, native, memory_map=False, TPCH-22, scale_factor=0.01, R 0.132 s 0.204
2022-11-15 17:39 R tpch arrow, parquet, memory_map=False, TPCH-22, scale_factor=0.01, R 0.168 s -0.405
2022-11-15 17:39 R tpch arrow, native, memory_map=False, TPCH-22, scale_factor=0.1, R 0.136 s -0.139
2022-11-15 17:39 R tpch arrow, parquet, memory_map=False, TPCH-22, scale_factor=1, R 0.380 s 0.037
2022-11-15 17:39 R tpch arrow, native, memory_map=False, TPCH-22, scale_factor=10, R 0.319 s 0.457
2022-11-15 17:39 R tpch arrow, parquet, memory_map=False, TPCH-22, scale_factor=10, R 2.370 s 0.254