Top Outliers
Benchmarks
Date Lang Batch Benchmark Mean Z-Score Error
2022-11-17 06:13 R tpch arrow, native, memory_map=False, TPCH-03, scale_factor=0.1, R 0.166 s -0.516
2022-11-17 06:12 R tpch arrow, native, memory_map=False, TPCH-02, scale_factor=0.1, R 0.198 s 0.397
2022-11-17 06:14 R tpch arrow, native, memory_map=False, TPCH-03, scale_factor=10, R 1.421 s -6.589
2022-11-17 06:13 R tpch arrow, parquet, memory_map=False, TPCH-03, scale_factor=1, R 0.476 s -0.485
2022-11-17 06:18 R tpch arrow, native, memory_map=False, TPCH-06, scale_factor=10, R 0.466 s -0.880
2022-11-17 06:24 R tpch arrow, native, memory_map=False, TPCH-10, scale_factor=1, R 0.275 s -1.145
2022-11-17 06:26 R tpch arrow, native, memory_map=False, TPCH-11, scale_factor=0.1, R 0.159 s 0.132
2022-11-17 06:26 R tpch arrow, native, memory_map=False, TPCH-11, scale_factor=1, R 0.262 s 0.048
2022-11-17 06:27 R tpch arrow, native, memory_map=False, TPCH-12, scale_factor=0.01, R 0.142 s -0.509
2022-11-17 06:13 R tpch arrow, parquet, memory_map=False, TPCH-03, scale_factor=0.01, R 0.191 s -1.503
2022-11-17 06:15 R tpch arrow, parquet, memory_map=False, TPCH-04, scale_factor=0.1, R 0.174 s -3.525
2022-11-17 06:16 R tpch arrow, parquet, memory_map=False, TPCH-05, scale_factor=0.01, R 0.219 s 0.029
2022-11-17 06:16 R tpch arrow, parquet, memory_map=False, TPCH-05, scale_factor=0.1, R 0.250 s -1.339
2022-11-17 06:14 R tpch arrow, parquet, memory_map=False, TPCH-03, scale_factor=10, R 3.061 s -0.050
2022-11-17 06:22 R tpch arrow, parquet, memory_map=False, TPCH-09, scale_factor=0.1, R 0.265 s -0.124
2022-11-17 06:24 R tpch arrow, parquet, memory_map=False, TPCH-10, scale_factor=0.01, R 0.210 s -0.022
2022-11-17 06:24 R tpch arrow, parquet, memory_map=False, TPCH-10, scale_factor=1, R 0.533 s -0.725
2022-11-17 06:29 R tpch arrow, parquet, memory_map=False, TPCH-13, scale_factor=0.1, R 0.284 s -1.690
2022-11-17 06:31 R tpch arrow, parquet, memory_map=False, TPCH-14, scale_factor=0.1, R 0.256 s -0.603
2022-11-17 06:32 R tpch arrow, native, memory_map=False, TPCH-15, scale_factor=0.1, R 0.147 s 0.077
2022-11-17 06:10 R tpch arrow, native, memory_map=False, TPCH-01, scale_factor=0.1, R 0.153 s 0.073
2022-11-17 06:10 R tpch arrow, native, memory_map=False, TPCH-01, scale_factor=0.01, R 0.140 s -0.257
2022-11-17 06:11 R tpch arrow, native, memory_map=False, TPCH-01, scale_factor=1, R 0.318 s -0.592
2022-11-17 06:11 R tpch arrow, native, memory_map=False, TPCH-01, scale_factor=10, R 1.929 s -1.598
2022-11-17 06:13 R tpch arrow, parquet, memory_map=False, TPCH-02, scale_factor=10, R 1.168 s 0.108
2022-11-17 06:12 R tpch arrow, parquet, memory_map=False, TPCH-02, scale_factor=1, R 0.328 s -3.202
2022-11-17 06:12 R tpch arrow, native, memory_map=False, TPCH-02, scale_factor=10, R 0.826 s 2.251
2022-11-17 06:14 R tpch arrow, parquet, memory_map=False, TPCH-04, scale_factor=0.01, R 0.163 s -0.494
2022-11-17 06:16 R tpch arrow, native, memory_map=False, TPCH-05, scale_factor=0.01, R 0.176 s 0.999
2022-11-17 06:12 R tpch arrow, parquet, memory_map=False, TPCH-02, scale_factor=0.01, R 0.231 s -0.843
2022-11-17 06:15 R tpch arrow, native, memory_map=False, TPCH-04, scale_factor=0.1, R 0.143 s -0.302
2022-11-17 06:22 R tpch arrow, parquet, memory_map=False, TPCH-08, scale_factor=10, R 3.352 s -0.678
2022-11-17 06:26 R tpch arrow, parquet, memory_map=False, TPCH-11, scale_factor=0.1, R 0.223 s -2.066
2022-11-17 06:29 R tpch arrow, parquet, memory_map=False, TPCH-13, scale_factor=1, R 0.865 s 0.375
2022-11-17 06:17 R tpch arrow, native, memory_map=False, TPCH-05, scale_factor=10, R 0.812 s 0.263
2022-11-17 06:31 R tpch arrow, parquet, memory_map=False, TPCH-14, scale_factor=1, R 0.976 s -0.554
2022-11-17 06:12 R tpch arrow, native, memory_map=False, TPCH-02, scale_factor=1, R 0.252 s 1.227
2022-11-17 06:13 R tpch arrow, native, memory_map=False, TPCH-03, scale_factor=0.01, R 0.158 s -0.206
2022-11-17 06:16 R tpch arrow, native, memory_map=False, TPCH-04, scale_factor=10, R 1.241 s -1.011
2022-11-17 06:19 R tpch arrow, parquet, memory_map=False, TPCH-07, scale_factor=0.1, R 0.264 s 0.105
2022-11-17 06:22 R tpch arrow, native, memory_map=False, TPCH-09, scale_factor=0.01, R 0.184 s 0.476
2022-11-17 06:10 R tpch arrow, parquet, memory_map=False, TPCH-01, scale_factor=0.01, R 0.171 s -0.110
2022-11-17 06:10 R tpch arrow, parquet, memory_map=False, TPCH-01, scale_factor=0.1, R 0.203 s -0.158
2022-11-17 06:11 R tpch arrow, parquet, memory_map=False, TPCH-01, scale_factor=1, R 0.542 s -0.045
2022-11-17 06:16 R tpch arrow, parquet, memory_map=False, TPCH-05, scale_factor=1, R 0.514 s -0.214
2022-11-17 06:22 R tpch arrow, native, memory_map=False, TPCH-09, scale_factor=0.1, R 0.201 s 0.154
2022-11-17 06:26 R tpch arrow, native, memory_map=False, TPCH-11, scale_factor=10, R 1.459 s -0.303
2022-11-17 06:21 R tpch arrow, parquet, memory_map=False, TPCH-08, scale_factor=1, R 0.570 s -0.437
2022-11-17 06:23 R tpch arrow, parquet, memory_map=False, TPCH-09, scale_factor=1, R 0.609 s 0.067
2022-11-17 06:24 R tpch arrow, parquet, memory_map=False, TPCH-10, scale_factor=0.1, R 0.242 s 0.058
2022-11-17 06:32 R tpch arrow, native, memory_map=False, TPCH-15, scale_factor=0.01, R 0.142 s 0.107
2022-11-17 06:12 R tpch arrow, parquet, memory_map=False, TPCH-01, scale_factor=10, R 3.557 s -1.301
2022-11-17 06:12 R tpch arrow, parquet, memory_map=False, TPCH-02, scale_factor=0.1, R 0.242 s -0.215
2022-11-17 06:14 R tpch arrow, native, memory_map=False, TPCH-04, scale_factor=0.01, R 0.136 s 0.270
2022-11-17 06:23 R tpch arrow, native, memory_map=False, TPCH-09, scale_factor=1, R 0.295 s 0.661
2022-11-17 06:29 R tpch arrow, native, memory_map=False, TPCH-13, scale_factor=0.01, R 0.123 s 1.361
2022-11-17 06:29 R tpch arrow, native, memory_map=False, TPCH-13, scale_factor=1, R 0.629 s 0.145
2022-11-17 06:12 R tpch arrow, native, memory_map=False, TPCH-02, scale_factor=0.01, R 0.189 s 0.855
2022-11-17 06:17 R tpch arrow, parquet, memory_map=False, TPCH-05, scale_factor=10, R 3.107 s 0.237
2022-11-17 06:19 R tpch arrow, native, memory_map=False, TPCH-07, scale_factor=1, R 0.273 s 0.806
2022-11-17 06:21 R tpch arrow, parquet, memory_map=False, TPCH-08, scale_factor=0.1, R 0.302 s 0.198
2022-11-17 06:30 R tpch arrow, parquet, memory_map=False, TPCH-13, scale_factor=10, R 7.151 s -0.920
2022-11-17 06:16 R tpch arrow, parquet, memory_map=False, TPCH-04, scale_factor=10, R 1.077 s -0.996
2022-11-17 06:17 R tpch arrow, native, memory_map=False, TPCH-06, scale_factor=0.01, R 0.112 s 0.019
2022-11-17 06:24 R tpch arrow, parquet, memory_map=False, TPCH-09, scale_factor=10, R 3.955 s 0.607
2022-11-17 06:32 R tpch arrow, parquet, memory_map=False, TPCH-15, scale_factor=0.01, R 0.175 s -0.555
2022-11-17 06:17 R tpch arrow, parquet, memory_map=False, TPCH-06, scale_factor=0.01, R 0.143 s -1.004
2022-11-17 06:21 R tpch arrow, native, memory_map=False, TPCH-08, scale_factor=0.1, R 0.229 s 0.044
2022-11-17 06:24 R tpch arrow, native, memory_map=False, TPCH-10, scale_factor=0.1, R 0.181 s 0.129
2022-11-17 06:27 R tpch arrow, native, memory_map=False, TPCH-12, scale_factor=0.1, R 0.198 s 0.380
2022-11-17 06:33 R tpch arrow, parquet, memory_map=False, TPCH-15, scale_factor=0.1, R 0.204 s -1.638
2022-11-17 06:33 R tpch arrow, native, memory_map=False, TPCH-15, scale_factor=1, R 0.205 s 0.925
2022-11-17 06:13 R tpch arrow, parquet, memory_map=False, TPCH-03, scale_factor=0.1, R 0.218 s -0.211
2022-11-17 06:20 R tpch arrow, native, memory_map=False, TPCH-07, scale_factor=10, R 0.953 s -0.281
2022-11-17 06:26 R tpch arrow, parquet, memory_map=False, TPCH-11, scale_factor=0.01, R 0.182 s -0.363
2022-11-17 06:30 R tpch arrow, parquet, memory_map=False, TPCH-14, scale_factor=0.01, R 0.185 s -0.815
2022-11-17 06:13 R tpch arrow, native, memory_map=False, TPCH-03, scale_factor=1, R 0.273 s 0.301
2022-11-17 06:16 R tpch arrow, native, memory_map=False, TPCH-05, scale_factor=0.1, R 0.180 s 0.918
2022-11-17 06:20 R tpch arrow, native, memory_map=False, TPCH-08, scale_factor=0.01, R 0.226 s -0.015
2022-11-17 06:27 R tpch arrow, parquet, memory_map=False, TPCH-12, scale_factor=0.01, R 0.179 s 0.988
2022-11-17 06:32 R tpch arrow, native, memory_map=False, TPCH-14, scale_factor=10, R 2.166 s 0.529
2022-11-17 06:15 R tpch arrow, native, memory_map=False, TPCH-04, scale_factor=1, R 0.248 s -1.150
2022-11-17 06:19 R tpch arrow, native, memory_map=False, TPCH-07, scale_factor=0.01, R 0.196 s 0.298
2022-11-17 06:21 R tpch arrow, parquet, memory_map=False, TPCH-08, scale_factor=0.01, R 0.275 s -0.809
2022-11-17 06:22 R tpch arrow, native, memory_map=False, TPCH-08, scale_factor=10, R 0.654 s -0.165
2022-11-17 06:34 R tpch arrow, native, memory_map=False, TPCH-16, scale_factor=1, R 0.240 s 0.149
2022-11-17 06:15 R tpch arrow, parquet, memory_map=False, TPCH-04, scale_factor=1, R 0.270 s -0.779
2022-11-17 06:18 R tpch arrow, native, memory_map=False, TPCH-06, scale_factor=1, R 0.145 s 0.237
2022-11-17 06:18 R tpch arrow, parquet, memory_map=False, TPCH-06, scale_factor=1, R 0.390 s 0.129
2022-11-17 06:20 R tpch arrow, parquet, memory_map=False, TPCH-07, scale_factor=10, R 3.133 s 0.088
2022-11-17 06:26 R tpch arrow, parquet, memory_map=False, TPCH-11, scale_factor=1, R 0.513 s -0.616
2022-11-17 06:27 R tpch arrow, parquet, memory_map=False, TPCH-11, scale_factor=10, R 3.644 s 0.130
2022-11-17 06:27 R tpch arrow, parquet, memory_map=False, TPCH-12, scale_factor=1, R 1.154 s -0.119
2022-11-17 06:16 R tpch arrow, native, memory_map=False, TPCH-05, scale_factor=1, R 0.237 s 0.164
2022-11-17 06:19 R tpch arrow, parquet, memory_map=False, TPCH-07, scale_factor=1, R 0.534 s -0.100
2022-11-17 06:25 R tpch arrow, native, memory_map=False, TPCH-10, scale_factor=10, R 1.149 s -0.831
2022-11-17 06:32 R tpch arrow, parquet, memory_map=False, TPCH-14, scale_factor=10, R 7.543 s -0.619
2022-11-17 06:18 R tpch arrow, native, memory_map=False, TPCH-06, scale_factor=0.1, R 0.115 s -0.048
2022-11-17 06:18 R tpch arrow, parquet, memory_map=False, TPCH-06, scale_factor=0.1, R 0.166 s -0.683
2022-11-17 06:19 R tpch arrow, native, memory_map=False, TPCH-07, scale_factor=0.1, R 0.204 s -1.877
2022-11-17 06:21 R tpch arrow, native, memory_map=False, TPCH-08, scale_factor=1, R 0.267 s -0.884
2022-11-17 06:24 R tpch arrow, native, memory_map=False, TPCH-10, scale_factor=0.01, R 0.175 s -0.095
2022-11-17 06:23 R tpch arrow, native, memory_map=False, TPCH-09, scale_factor=10, R 1.125 s 1.512
2022-11-17 06:25 R tpch arrow, native, memory_map=False, TPCH-11, scale_factor=0.01, R 0.143 s 0.214
2022-11-17 06:27 R tpch arrow, native, memory_map=False, TPCH-12, scale_factor=1, R 0.463 s 0.747
2022-11-17 06:29 R tpch arrow, native, memory_map=False, TPCH-13, scale_factor=0.1, R 0.220 s -0.526
2022-11-17 06:30 R tpch arrow, native, memory_map=False, TPCH-14, scale_factor=0.01, R 0.147 s -0.993
2022-11-17 06:31 R tpch arrow, native, memory_map=False, TPCH-14, scale_factor=0.1, R 0.170 s -0.733
2022-11-17 06:19 R tpch arrow, parquet, memory_map=False, TPCH-06, scale_factor=10, R 2.532 s -1.235
2022-11-17 06:19 R tpch arrow, parquet, memory_map=False, TPCH-07, scale_factor=0.01, R 0.237 s -1.101
2022-11-17 06:22 R tpch arrow, parquet, memory_map=False, TPCH-09, scale_factor=0.01, R 0.226 s -0.428
2022-11-17 06:25 R tpch arrow, parquet, memory_map=False, TPCH-10, scale_factor=10, R 3.327 s -0.794
2022-11-17 06:27 R tpch arrow, parquet, memory_map=False, TPCH-12, scale_factor=0.1, R 0.276 s -1.223
2022-11-17 06:29 R tpch arrow, parquet, memory_map=False, TPCH-12, scale_factor=10, R 9.260 s -1.382
2022-11-17 06:29 R tpch arrow, parquet, memory_map=False, TPCH-13, scale_factor=0.01, R 0.160 s -0.468
2022-11-17 06:28 R tpch arrow, native, memory_map=False, TPCH-12, scale_factor=10, R 3.320 s 0.252
2022-11-17 06:30 R tpch arrow, native, memory_map=False, TPCH-13, scale_factor=10, R 5.012 s -0.225
2022-11-17 06:33 R tpch arrow, parquet, memory_map=False, TPCH-15, scale_factor=1, R 0.471 s 0.024
2022-11-17 06:31 R tpch arrow, native, memory_map=False, TPCH-14, scale_factor=1, R 0.349 s 0.485
2022-11-17 06:33 R tpch arrow, native, memory_map=False, TPCH-15, scale_factor=10, R 0.857 s 0.225
2022-11-17 06:34 R tpch arrow, native, memory_map=False, TPCH-16, scale_factor=0.1, R 0.153 s -0.222
2022-11-17 06:34 R tpch arrow, parquet, memory_map=False, TPCH-15, scale_factor=10, R 3.049 s -0.014
2022-11-17 06:34 R tpch arrow, native, memory_map=False, TPCH-16, scale_factor=0.01, R 0.134 s -0.106
2022-11-17 06:35 R tpch arrow, native, memory_map=False, TPCH-16, scale_factor=10, R 1.164 s -1.732
2022-11-17 06:34 R tpch arrow, parquet, memory_map=False, TPCH-16, scale_factor=0.01, R 0.168 s -0.288
2022-11-17 06:34 R tpch arrow, parquet, memory_map=False, TPCH-16, scale_factor=0.1, R 0.206 s 0.089
2022-11-17 06:34 R tpch arrow, parquet, memory_map=False, TPCH-16, scale_factor=1, R 0.453 s -1.782
2022-11-17 06:35 R tpch arrow, parquet, memory_map=False, TPCH-16, scale_factor=10, R 3.097 s -0.145
2022-11-17 06:35 R tpch arrow, parquet, memory_map=False, TPCH-17, scale_factor=0.01, R 0.191 s 0.398
2022-11-17 06:35 R tpch arrow, native, memory_map=False, TPCH-17, scale_factor=0.01, R 0.149 s -0.518
2022-11-17 06:36 R tpch arrow, parquet, memory_map=False, TPCH-17, scale_factor=1, R 1.227 s -0.176
2022-11-17 06:35 R tpch arrow, parquet, memory_map=False, TPCH-17, scale_factor=0.1, R 0.279 s -0.486
2022-11-17 06:35 R tpch arrow, native, memory_map=False, TPCH-17, scale_factor=0.1, R 0.152 s -0.279
2022-11-17 06:35 R tpch arrow, native, memory_map=False, TPCH-17, scale_factor=1, R 0.216 s 0.316
2022-11-17 06:36 R tpch arrow, native, memory_map=False, TPCH-17, scale_factor=10, R 0.849 s -0.245
2022-11-17 06:38 R tpch arrow, native, memory_map=False, TPCH-18, scale_factor=10, R 2.999 s 0.406
2022-11-17 06:37 R tpch arrow, parquet, memory_map=False, TPCH-17, scale_factor=10, R 9.139 s 1.326
2022-11-17 06:37 R tpch arrow, native, memory_map=False, TPCH-18, scale_factor=0.1, R 0.147 s -0.192
2022-11-17 06:37 R tpch arrow, native, memory_map=False, TPCH-18, scale_factor=0.01, R 0.135 s -0.376
2022-11-17 06:37 R tpch arrow, parquet, memory_map=False, TPCH-18, scale_factor=0.01, R 0.172 s -0.148
2022-11-17 06:37 R tpch arrow, parquet, memory_map=False, TPCH-18, scale_factor=0.1, R 0.196 s -1.062
2022-11-17 06:37 R tpch arrow, native, memory_map=False, TPCH-18, scale_factor=1, R 0.326 s 1.242
2022-11-17 06:37 R tpch arrow, parquet, memory_map=False, TPCH-18, scale_factor=1, R 0.525 s -0.379
2022-11-17 06:38 R tpch arrow, parquet, memory_map=False, TPCH-18, scale_factor=10, R 4.451 s 0.182
2022-11-17 06:39 R tpch arrow, native, memory_map=False, TPCH-19, scale_factor=0.01, R 0.183 s -0.188
2022-11-17 06:39 R tpch arrow, native, memory_map=False, TPCH-19, scale_factor=1, R 0.960 s 0.191
2022-11-17 06:39 R tpch arrow, parquet, memory_map=False, TPCH-19, scale_factor=0.01, R 0.225 s -0.263
2022-11-17 06:39 R tpch arrow, native, memory_map=False, TPCH-19, scale_factor=0.1, R 0.252 s -0.057
2022-11-17 06:39 R tpch arrow, parquet, memory_map=False, TPCH-19, scale_factor=1, R 1.594 s -2.303
2022-11-17 06:39 R tpch arrow, parquet, memory_map=False, TPCH-19, scale_factor=0.1, R 0.330 s -0.347
2022-11-17 06:45 R tpch arrow, parquet, memory_map=False, TPCH-22, scale_factor=0.01, R 0.168 s -0.418
2022-11-17 06:40 R tpch arrow, native, memory_map=False, TPCH-19, scale_factor=10, R 10.081 s 1.805
2022-11-17 06:41 R tpch arrow, parquet, memory_map=False, TPCH-19, scale_factor=10, R 14.779 s 0.442
2022-11-17 06:42 R tpch arrow, native, memory_map=False, TPCH-20, scale_factor=1, R 0.232 s 0.274
2022-11-17 06:41 R tpch arrow, native, memory_map=False, TPCH-20, scale_factor=0.01, R 0.176 s 0.557
2022-11-17 06:42 R tpch arrow, parquet, memory_map=False, TPCH-20, scale_factor=1, R 1.104 s -1.317
2022-11-17 06:41 R tpch arrow, parquet, memory_map=False, TPCH-20, scale_factor=0.01, R 0.225 s 0.398
2022-11-17 06:43 R tpch arrow, native, memory_map=False, TPCH-21, scale_factor=0.1, R 0.480 s -1.077
2022-11-17 06:45 R tpch arrow, native, memory_map=False, TPCH-22, scale_factor=0.01, R 0.132 s 0.648
2022-11-17 06:41 R tpch arrow, native, memory_map=False, TPCH-20, scale_factor=0.1, R 0.179 s 0.253
2022-11-17 06:42 R tpch arrow, parquet, memory_map=False, TPCH-20, scale_factor=0.1, R 0.299 s -1.126
2022-11-17 06:43 R tpch arrow, parquet, memory_map=False, TPCH-21, scale_factor=0.1, R 0.577 s 0.090
2022-11-17 06:46 R tpch arrow, parquet, memory_map=False, TPCH-22, scale_factor=10, R 2.381 s -0.198
2022-11-17 06:42 R tpch arrow, native, memory_map=False, TPCH-20, scale_factor=10, R 0.781 s -0.307
2022-11-17 06:44 R tpch arrow, parquet, memory_map=False, TPCH-21, scale_factor=1, R 3.156 s 0.883
2022-11-17 06:45 R tpch arrow, native, memory_map=False, TPCH-22, scale_factor=0.1, R 0.137 s -0.651
2022-11-17 06:43 R tpch arrow, parquet, memory_map=False, TPCH-20, scale_factor=10, R 8.139 s 0.384
2022-11-17 06:45 R tpch arrow, native, memory_map=False, TPCH-22, scale_factor=1, R 0.152 s 1.082
2022-11-17 06:46 R tpch arrow, native, memory_map=False, TPCH-22, scale_factor=10, R 0.318 s 1.239
2022-11-17 06:43 R tpch arrow, parquet, memory_map=False, TPCH-21, scale_factor=0.01, R 0.314 s -0.743
2022-11-17 06:45 R tpch arrow, parquet, memory_map=False, TPCH-22, scale_factor=0.1, R 0.188 s 0.118
2022-11-17 06:43 R tpch arrow, native, memory_map=False, TPCH-21, scale_factor=0.01, R 0.266 s -0.468
2022-11-17 06:44 R tpch arrow, native, memory_map=False, TPCH-21, scale_factor=1, R 2.612 s -1.125
2022-11-17 06:45 R tpch arrow, parquet, memory_map=False, TPCH-22, scale_factor=1, R 0.379 s 0.359