Top Outliers
Benchmarks
Date Lang Batch Benchmark Mean Z-Score Error
2023-01-17 07:22 R tpch arrow, parquet, memory_map=False, TPCH-01, scale_factor=0.01, R 0.173 s -0.009
2023-01-17 07:24 R tpch arrow, native, memory_map=False, TPCH-02, scale_factor=0.1, R 0.202 s -1.073
2023-01-17 07:24 R tpch arrow, parquet, memory_map=False, TPCH-02, scale_factor=0.1, R 0.245 s 0.365
2023-01-17 07:25 R tpch arrow, parquet, memory_map=False, TPCH-02, scale_factor=10, R 1.176 s -2.282
2023-01-17 07:22 R tpch arrow, native, memory_map=False, TPCH-01, scale_factor=0.01, R 0.143 s -0.470
2023-01-17 07:23 R tpch arrow, parquet, memory_map=False, TPCH-01, scale_factor=0.1, R 0.205 s 1.112
2023-01-17 07:23 R tpch arrow, native, memory_map=False, TPCH-01, scale_factor=1, R 0.318 s -0.924
2023-01-17 07:25 R tpch arrow, native, memory_map=False, TPCH-02, scale_factor=10, R 0.819 s -2.489
2023-01-17 07:26 R tpch arrow, native, memory_map=False, TPCH-03, scale_factor=10, R 1.235 s -1.101
2023-01-17 07:24 R tpch arrow, parquet, memory_map=False, TPCH-01, scale_factor=10, R 3.602 s -1.093
2023-01-17 07:24 R tpch arrow, parquet, memory_map=False, TPCH-02, scale_factor=0.01, R 0.234 s -0.275
2023-01-17 07:25 R tpch arrow, native, memory_map=False, TPCH-03, scale_factor=0.01, R 0.163 s -1.422
2023-01-17 07:24 R tpch arrow, native, memory_map=False, TPCH-02, scale_factor=0.01, R 0.195 s -0.556
2023-01-17 07:25 R tpch arrow, parquet, memory_map=False, TPCH-03, scale_factor=0.1, R 0.219 s 1.337
2023-01-17 07:26 R tpch arrow, parquet, memory_map=False, TPCH-03, scale_factor=1, R 0.483 s -0.797
2023-01-17 07:27 R tpch arrow, native, memory_map=False, TPCH-04, scale_factor=0.01, R 0.140 s 0.214
2023-01-17 07:23 R tpch arrow, parquet, memory_map=False, TPCH-01, scale_factor=1, R 0.556 s -1.917
2023-01-17 07:24 R tpch arrow, native, memory_map=False, TPCH-01, scale_factor=10, R 1.895 s 0.249
2023-01-17 07:24 R tpch arrow, parquet, memory_map=False, TPCH-02, scale_factor=1, R 0.324 s 0.518
2023-01-17 07:25 R tpch arrow, native, memory_map=False, TPCH-03, scale_factor=1, R 0.266 s -0.899
2023-01-17 07:23 R tpch arrow, native, memory_map=False, TPCH-01, scale_factor=0.1, R 0.158 s -1.694
2023-01-17 07:25 R tpch arrow, parquet, memory_map=False, TPCH-03, scale_factor=0.01, R 0.193 s -0.645
2023-01-17 07:25 R tpch arrow, native, memory_map=False, TPCH-03, scale_factor=0.1, R 0.169 s -0.629
2023-01-17 07:24 R tpch arrow, native, memory_map=False, TPCH-02, scale_factor=1, R 0.256 s -0.545
2023-01-17 07:27 R tpch arrow, native, memory_map=False, TPCH-04, scale_factor=1, R 0.248 s 0.026
2023-01-17 07:27 R tpch arrow, parquet, memory_map=False, TPCH-03, scale_factor=10, R 3.056 s -0.268
2023-01-17 07:27 R tpch arrow, native, memory_map=False, TPCH-04, scale_factor=0.1, R 0.150 s -2.108
2023-01-17 07:27 R tpch arrow, parquet, memory_map=False, TPCH-04, scale_factor=0.01, R 0.166 s -0.327
2023-01-17 07:27 R tpch arrow, parquet, memory_map=False, TPCH-04, scale_factor=1, R 0.271 s 0.139
2023-01-17 07:27 R tpch arrow, parquet, memory_map=False, TPCH-04, scale_factor=0.1, R 0.175 s 0.184
2023-01-17 07:28 R tpch arrow, native, memory_map=False, TPCH-05, scale_factor=0.01, R 0.182 s -0.556
2023-01-17 07:28 R tpch arrow, native, memory_map=False, TPCH-04, scale_factor=10, R 1.234 s -0.422
2023-01-17 07:28 R tpch arrow, parquet, memory_map=False, TPCH-04, scale_factor=10, R 1.072 s 0.172
2023-01-17 07:28 R tpch arrow, parquet, memory_map=False, TPCH-05, scale_factor=0.01, R 0.222 s -0.136
2023-01-17 07:28 R tpch arrow, parquet, memory_map=False, TPCH-05, scale_factor=0.1, R 0.254 s -1.041
2023-01-17 07:29 R tpch arrow, native, memory_map=False, TPCH-05, scale_factor=1, R 0.246 s -2.455
2023-01-17 07:28 R tpch arrow, native, memory_map=False, TPCH-05, scale_factor=0.1, R 0.187 s 0.049
2023-01-17 07:29 R tpch arrow, parquet, memory_map=False, TPCH-05, scale_factor=1, R 0.520 s -0.411
2023-01-17 07:29 R tpch arrow, native, memory_map=False, TPCH-05, scale_factor=10, R 0.826 s -1.801
2023-01-17 07:30 R tpch arrow, native, memory_map=False, TPCH-06, scale_factor=0.01, R 0.114 s -0.828
2023-01-17 07:30 R tpch arrow, native, memory_map=False, TPCH-06, scale_factor=0.1, R 0.118 s -1.450
2023-01-17 07:30 R tpch arrow, parquet, memory_map=False, TPCH-05, scale_factor=10, R 3.199 s -2.289
2023-01-17 07:30 R tpch arrow, parquet, memory_map=False, TPCH-06, scale_factor=0.1, R 0.166 s 0.908
2023-01-17 07:30 R tpch arrow, parquet, memory_map=False, TPCH-06, scale_factor=1, R 0.394 s -0.009
2023-01-17 07:30 R tpch arrow, parquet, memory_map=False, TPCH-06, scale_factor=0.01, R 0.143 s -0.334
2023-01-17 07:30 R tpch arrow, native, memory_map=False, TPCH-06, scale_factor=1, R 0.149 s -0.966
2023-01-17 07:31 R tpch arrow, native, memory_map=False, TPCH-06, scale_factor=10, R 0.469 s 0.489
2023-01-17 07:31 R tpch arrow, parquet, memory_map=False, TPCH-06, scale_factor=10, R 2.519 s -0.264
2023-01-17 07:31 R tpch arrow, parquet, memory_map=False, TPCH-07, scale_factor=0.01, R 0.239 s -0.031
2023-01-17 07:31 R tpch arrow, native, memory_map=False, TPCH-07, scale_factor=0.01, R 0.203 s -1.746
2023-01-17 07:32 R tpch arrow, parquet, memory_map=False, TPCH-07, scale_factor=0.1, R 0.266 s 1.119
2023-01-17 07:31 R tpch arrow, native, memory_map=False, TPCH-07, scale_factor=0.1, R 0.206 s -0.108
2023-01-17 07:32 R tpch arrow, native, memory_map=False, TPCH-07, scale_factor=1, R 0.278 s 0.638
2023-01-17 07:32 R tpch arrow, parquet, memory_map=False, TPCH-07, scale_factor=1, R 0.541 s -0.861
2023-01-17 07:33 R tpch arrow, parquet, memory_map=False, TPCH-07, scale_factor=10, R 3.224 s -2.287
2023-01-17 07:32 R tpch arrow, native, memory_map=False, TPCH-07, scale_factor=10, R 0.960 s -0.686
2023-01-17 07:33 R tpch arrow, native, memory_map=False, TPCH-08, scale_factor=0.01, R 0.233 s -0.876
2023-01-17 07:33 R tpch arrow, parquet, memory_map=False, TPCH-08, scale_factor=0.01, R 0.280 s 0.026
2023-01-17 07:33 R tpch arrow, native, memory_map=False, TPCH-08, scale_factor=0.1, R 0.236 s 0.074
2023-01-17 07:33 R tpch arrow, parquet, memory_map=False, TPCH-08, scale_factor=0.1, R 0.310 s -0.365
2023-01-17 07:33 R tpch arrow, parquet, memory_map=False, TPCH-08, scale_factor=1, R 0.585 s -1.648
2023-01-17 07:33 R tpch arrow, native, memory_map=False, TPCH-08, scale_factor=1, R 0.273 s -1.652
2023-01-17 07:34 R tpch arrow, native, memory_map=False, TPCH-08, scale_factor=10, R 0.659 s -1.675
2023-01-17 07:35 R tpch arrow, native, memory_map=False, TPCH-09, scale_factor=0.01, R 0.189 s -0.013
2023-01-17 07:35 R tpch arrow, parquet, memory_map=False, TPCH-09, scale_factor=0.1, R 0.269 s 0.384
2023-01-17 07:34 R tpch arrow, parquet, memory_map=False, TPCH-08, scale_factor=10, R 3.416 s -1.327
2023-01-17 07:35 R tpch arrow, parquet, memory_map=False, TPCH-09, scale_factor=0.01, R 0.229 s 0.938
2023-01-17 07:35 R tpch arrow, native, memory_map=False, TPCH-09, scale_factor=1, R 0.302 s -0.948
2023-01-17 07:35 R tpch arrow, native, memory_map=False, TPCH-09, scale_factor=0.1, R 0.206 s -0.660
2023-01-17 07:35 R tpch arrow, parquet, memory_map=False, TPCH-09, scale_factor=1, R 0.670 s -10.681
2023-01-17 07:36 R tpch arrow, native, memory_map=False, TPCH-09, scale_factor=10, R 1.148 s -2.070
2023-01-17 07:36 R tpch arrow, parquet, memory_map=False, TPCH-09, scale_factor=10, R 4.063 s -0.055
2023-01-17 07:36 R tpch arrow, native, memory_map=False, TPCH-10, scale_factor=0.01, R 0.182 s -0.745
2023-01-17 07:36 R tpch arrow, parquet, memory_map=False, TPCH-10, scale_factor=0.01, R 0.214 s -1.354
2023-01-17 07:37 R tpch arrow, native, memory_map=False, TPCH-10, scale_factor=0.1, R 0.185 s 0.034
2023-01-17 07:37 R tpch arrow, parquet, memory_map=False, TPCH-10, scale_factor=1, R 0.537 s -0.687
2023-01-17 07:37 R tpch arrow, parquet, memory_map=False, TPCH-10, scale_factor=0.1, R 0.244 s 0.056
2023-01-17 07:37 R tpch arrow, native, memory_map=False, TPCH-10, scale_factor=1, R 0.264 s -0.973
2023-01-17 07:38 R tpch arrow, parquet, memory_map=False, TPCH-11, scale_factor=0.01, R 0.184 s 1.384
2023-01-17 07:38 R tpch arrow, native, memory_map=False, TPCH-10, scale_factor=10, R 1.029 s -0.757
2023-01-17 07:38 R tpch arrow, parquet, memory_map=False, TPCH-10, scale_factor=10, R 3.350 s -1.261
2023-01-17 07:38 R tpch arrow, native, memory_map=False, TPCH-11, scale_factor=0.01, R 0.148 s 0.382
2023-01-17 07:38 R tpch arrow, native, memory_map=False, TPCH-11, scale_factor=0.1, R 0.165 s -1.198
2023-01-17 07:38 R tpch arrow, parquet, memory_map=False, TPCH-11, scale_factor=0.1, R 0.225 s -0.539
2023-01-17 07:38 R tpch arrow, native, memory_map=False, TPCH-11, scale_factor=1, R 0.267 s -0.878
2023-01-17 07:39 R tpch arrow, parquet, memory_map=False, TPCH-11, scale_factor=1, R 0.525 s -1.632
2023-01-17 07:39 R tpch arrow, native, memory_map=False, TPCH-11, scale_factor=10, R 1.470 s -0.858
2023-01-17 07:39 R tpch arrow, parquet, memory_map=False, TPCH-11, scale_factor=10, R 3.716 s -0.972
2023-01-17 07:39 R tpch arrow, native, memory_map=False, TPCH-12, scale_factor=0.01, R 0.147 s -1.683
2023-01-17 07:39 R tpch arrow, parquet, memory_map=False, TPCH-12, scale_factor=0.01, R 0.183 s 0.002
2023-01-17 07:39 R tpch arrow, native, memory_map=False, TPCH-12, scale_factor=0.1, R 0.206 s -1.370
2023-01-17 07:40 R tpch arrow, native, memory_map=False, TPCH-12, scale_factor=1, R 0.485 s -1.679
2023-01-17 07:39 R tpch arrow, parquet, memory_map=False, TPCH-12, scale_factor=0.1, R 0.279 s 0.365
2023-01-17 07:40 R tpch arrow, parquet, memory_map=False, TPCH-12, scale_factor=1, R 1.224 s -2.041
2023-01-17 07:41 R tpch arrow, native, memory_map=False, TPCH-12, scale_factor=10, R 3.429 s -1.510
2023-01-17 07:41 R tpch arrow, parquet, memory_map=False, TPCH-12, scale_factor=10, R 9.348 s -1.317
2023-01-17 07:41 R tpch arrow, native, memory_map=False, TPCH-13, scale_factor=0.01, R 0.129 s -0.774
2023-01-17 07:41 R tpch arrow, parquet, memory_map=False, TPCH-13, scale_factor=0.01, R 0.170 s -0.737
2023-01-17 07:41 R tpch arrow, native, memory_map=False, TPCH-13, scale_factor=0.1, R 0.230 s -2.678
2023-01-17 07:42 R tpch arrow, parquet, memory_map=False, TPCH-13, scale_factor=0.1, R 0.301 s -1.210
2023-01-17 07:42 R tpch arrow, native, memory_map=False, TPCH-13, scale_factor=1, R 0.650 s -2.199
2023-01-17 07:42 R tpch arrow, parquet, memory_map=False, TPCH-13, scale_factor=1, R 0.888 s -0.197
2023-01-17 07:42 R tpch arrow, native, memory_map=False, TPCH-13, scale_factor=10, R 5.122 s -1.948
2023-01-17 07:43 R tpch arrow, parquet, memory_map=False, TPCH-13, scale_factor=10, R 7.288 s -0.764
2023-01-17 07:43 R tpch arrow, native, memory_map=False, TPCH-14, scale_factor=0.01, R 0.156 s -1.230
2023-01-17 07:43 R tpch arrow, native, memory_map=False, TPCH-14, scale_factor=0.1, R 0.179 s -0.701
2023-01-17 07:43 R tpch arrow, native, memory_map=False, TPCH-14, scale_factor=1, R 0.367 s -1.830
2023-01-17 07:43 R tpch arrow, parquet, memory_map=False, TPCH-14, scale_factor=0.01, R 0.193 s -0.034
2023-01-17 07:43 R tpch arrow, parquet, memory_map=False, TPCH-14, scale_factor=0.1, R 0.264 s -0.688
2023-01-17 07:44 R tpch arrow, parquet, memory_map=False, TPCH-14, scale_factor=1, R 1.000 s -1.168
2023-01-17 07:44 R tpch arrow, native, memory_map=False, TPCH-14, scale_factor=10, R 2.206 s -0.992
2023-01-17 07:45 R tpch arrow, parquet, memory_map=False, TPCH-14, scale_factor=10, R 7.665 s -1.197
2023-01-17 07:45 R tpch arrow, native, memory_map=False, TPCH-15, scale_factor=0.01, R 0.149 s -1.742
2023-01-17 07:45 R tpch arrow, parquet, memory_map=False, TPCH-15, scale_factor=0.01, R 0.179 s 0.289
2023-01-17 07:45 R tpch arrow, native, memory_map=False, TPCH-15, scale_factor=1, R 0.212 s -0.639
2023-01-17 07:45 R tpch arrow, parquet, memory_map=False, TPCH-15, scale_factor=1, R 0.477 s -0.020
2023-01-17 07:45 R tpch arrow, parquet, memory_map=False, TPCH-15, scale_factor=0.1, R 0.209 s -0.828
2023-01-17 07:45 R tpch arrow, native, memory_map=False, TPCH-15, scale_factor=0.1, R 0.153 s -0.430
2023-01-17 07:46 R tpch arrow, native, memory_map=False, TPCH-16, scale_factor=0.01, R 0.136 s 0.277
2023-01-17 07:49 R tpch arrow, parquet, memory_map=False, TPCH-17, scale_factor=10, R 9.728 s -0.558
2023-01-17 07:46 R tpch arrow, parquet, memory_map=False, TPCH-15, scale_factor=10, R 3.096 s -1.304
2023-01-17 07:46 R tpch arrow, native, memory_map=False, TPCH-15, scale_factor=10, R 0.861 s -0.401
2023-01-17 07:47 R tpch arrow, native, memory_map=False, TPCH-16, scale_factor=1, R 0.241 s -0.838
2023-01-17 07:46 R tpch arrow, native, memory_map=False, TPCH-16, scale_factor=0.1, R 0.155 s 0.090
2023-01-17 07:46 R tpch arrow, parquet, memory_map=False, TPCH-16, scale_factor=0.01, R 0.169 s 0.566
2023-01-17 07:47 R tpch arrow, parquet, memory_map=False, TPCH-16, scale_factor=1, R 0.454 s -0.487
2023-01-17 07:47 R tpch arrow, parquet, memory_map=False, TPCH-16, scale_factor=10, R 3.140 s -1.201
2023-01-17 07:47 R tpch arrow, parquet, memory_map=False, TPCH-16, scale_factor=0.1, R 0.207 s 0.722
2023-01-17 07:47 R tpch arrow, native, memory_map=False, TPCH-16, scale_factor=10, R 1.155 s -0.052
2023-01-17 07:47 R tpch arrow, native, memory_map=False, TPCH-17, scale_factor=0.01, R 0.152 s -0.074
2023-01-17 07:48 R tpch arrow, parquet, memory_map=False, TPCH-17, scale_factor=0.1, R 0.281 s -0.100
2023-01-17 07:48 R tpch arrow, parquet, memory_map=False, TPCH-17, scale_factor=0.01, R 0.195 s 0.031
2023-01-17 07:48 R tpch arrow, native, memory_map=False, TPCH-17, scale_factor=0.1, R 0.157 s -0.991
2023-01-17 07:48 R tpch arrow, native, memory_map=False, TPCH-17, scale_factor=1, R 0.221 s -1.049
2023-01-17 07:48 R tpch arrow, parquet, memory_map=False, TPCH-17, scale_factor=1, R 1.228 s 0.094
2023-01-17 07:49 R tpch arrow, native, memory_map=False, TPCH-17, scale_factor=10, R 0.860 s -1.442
2023-01-17 07:49 R tpch arrow, native, memory_map=False, TPCH-18, scale_factor=0.01, R 0.138 s 0.016
2023-01-17 07:50 R tpch arrow, parquet, memory_map=False, TPCH-18, scale_factor=1, R 0.534 s 0.317
2023-01-17 07:49 R tpch arrow, parquet, memory_map=False, TPCH-18, scale_factor=0.01, R 0.173 s -0.140
2023-01-17 07:50 R tpch arrow, native, memory_map=False, TPCH-18, scale_factor=1, R 0.323 s 0.684
2023-01-17 07:50 R tpch arrow, native, memory_map=False, TPCH-18, scale_factor=0.1, R 0.151 s -1.034
2023-01-17 07:50 R tpch arrow, parquet, memory_map=False, TPCH-18, scale_factor=0.1, R 0.199 s -0.584
2023-01-17 07:51 R tpch arrow, native, memory_map=False, TPCH-18, scale_factor=10, R 2.972 s 0.262
2023-01-17 07:51 R tpch arrow, native, memory_map=False, TPCH-19, scale_factor=0.01, R 0.188 s -1.371
2023-01-17 07:51 R tpch arrow, parquet, memory_map=False, TPCH-18, scale_factor=10, R 4.264 s 1.206
2023-01-17 07:51 R tpch arrow, parquet, memory_map=False, TPCH-19, scale_factor=0.01, R 0.227 s 0.615
2023-01-17 07:51 R tpch arrow, parquet, memory_map=False, TPCH-19, scale_factor=0.1, R 0.336 s -0.289
2023-01-17 07:51 R tpch arrow, native, memory_map=False, TPCH-19, scale_factor=0.1, R 0.258 s -0.396
2023-01-17 07:52 R tpch arrow, native, memory_map=False, TPCH-19, scale_factor=1, R 0.970 s 0.006
2023-01-17 07:52 R tpch arrow, parquet, memory_map=False, TPCH-19, scale_factor=1, R 1.604 s -1.290
2023-01-17 07:53 R tpch arrow, native, memory_map=False, TPCH-19, scale_factor=10, R 10.231 s -0.712
2023-01-17 07:54 R tpch arrow, parquet, memory_map=False, TPCH-19, scale_factor=10, R 14.984 s -1.452
2023-01-17 07:54 R tpch arrow, native, memory_map=False, TPCH-20, scale_factor=0.01, R 0.181 s -0.862
2023-01-17 07:54 R tpch arrow, native, memory_map=False, TPCH-20, scale_factor=1, R 0.235 s 0.742
2023-01-17 07:54 R tpch arrow, parquet, memory_map=False, TPCH-20, scale_factor=0.1, R 0.299 s 0.595
2023-01-17 07:54 R tpch arrow, parquet, memory_map=False, TPCH-20, scale_factor=0.01, R 0.230 s -0.336
2023-01-17 07:54 R tpch arrow, native, memory_map=False, TPCH-20, scale_factor=0.1, R 0.185 s -1.299
2023-01-17 07:55 R tpch arrow, native, memory_map=False, TPCH-20, scale_factor=10, R 0.780 s 0.801
2023-01-17 07:55 R tpch arrow, parquet, memory_map=False, TPCH-20, scale_factor=1, R 1.115 s -0.655
2023-01-17 07:56 R tpch arrow, native, memory_map=False, TPCH-21, scale_factor=0.1, R 0.508 s -2.028
2023-01-17 07:56 R tpch arrow, parquet, memory_map=False, TPCH-20, scale_factor=10, R 8.261 s -0.151
2023-01-17 07:56 R tpch arrow, parquet, memory_map=False, TPCH-21, scale_factor=0.01, R 0.321 s -0.023
2023-01-17 07:56 R tpch arrow, native, memory_map=False, TPCH-21, scale_factor=0.01, R 0.277 s -1.087
2023-01-17 07:56 R tpch arrow, parquet, memory_map=False, TPCH-21, scale_factor=0.1, R 0.605 s 0.034
2023-01-17 07:57 R tpch arrow, parquet, memory_map=False, TPCH-21, scale_factor=1, R 3.209 s -1.558
2023-01-17 07:56 R tpch arrow, native, memory_map=False, TPCH-21, scale_factor=1, R 2.580 s -0.351
2023-01-17 07:58 R tpch arrow, parquet, memory_map=False, TPCH-22, scale_factor=0.01, R 0.169 s 0.364
2023-01-17 07:58 R tpch arrow, parquet, memory_map=False, TPCH-22, scale_factor=0.1, R 0.193 s -0.994
2023-01-17 07:58 R tpch arrow, native, memory_map=False, TPCH-22, scale_factor=0.1, R 0.141 s -1.280
2023-01-17 07:58 R tpch arrow, native, memory_map=False, TPCH-22, scale_factor=1, R 0.158 s -0.616
2023-01-17 07:58 R tpch arrow, parquet, memory_map=False, TPCH-22, scale_factor=1, R 0.391 s -1.648
2023-01-17 07:58 R tpch arrow, native, memory_map=False, TPCH-22, scale_factor=0.01, R 0.136 s -0.697
2023-01-17 07:59 R tpch arrow, native, memory_map=False, TPCH-22, scale_factor=10, R 0.329 s -3.604
2023-01-17 07:59 R tpch arrow, parquet, memory_map=False, TPCH-22, scale_factor=10, R 2.488 s -3.738