Top Outliers
Benchmarks
Date Lang Batch Benchmark Mean Z-Score Error
2023-01-19 14:11 R tpch arrow, native, memory_map=False, TPCH-02, scale_factor=0.01, R 0.206 s -4.515
2023-01-19 14:10 R tpch arrow, parquet, memory_map=False, TPCH-01, scale_factor=0.01, R 0.178 s -0.707
2023-01-19 14:11 R tpch arrow, parquet, memory_map=False, TPCH-01, scale_factor=10, R 3.694 s -4.336
2023-01-19 14:12 R tpch arrow, parquet, memory_map=False, TPCH-02, scale_factor=1, R 0.338 s -3.812
2023-01-19 14:14 R tpch arrow, native, memory_map=False, TPCH-04, scale_factor=0.1, R 0.153 s -4.174
2023-01-19 14:16 R tpch arrow, native, memory_map=False, TPCH-05, scale_factor=0.01, R 0.191 s -5.180
2023-01-19 14:17 R tpch arrow, native, memory_map=False, TPCH-06, scale_factor=0.1, R 0.127 s -7.633
2023-01-19 14:19 R tpch arrow, native, memory_map=False, TPCH-07, scale_factor=0.01, R 0.212 s -4.767
2023-01-19 14:20 R tpch arrow, native, memory_map=False, TPCH-08, scale_factor=0.01, R 0.245 s -4.182
2023-01-19 14:12 R tpch arrow, native, memory_map=False, TPCH-02, scale_factor=1, R 0.268 s -4.552
2023-01-19 14:12 R tpch arrow, native, memory_map=False, TPCH-02, scale_factor=10, R 0.819 s -1.681
2023-01-19 14:15 R tpch arrow, parquet, memory_map=False, TPCH-04, scale_factor=10, R 1.086 s -0.973
2023-01-19 14:16 R tpch arrow, parquet, memory_map=False, TPCH-05, scale_factor=0.1, R 0.263 s -4.434
2023-01-19 14:22 R tpch arrow, parquet, memory_map=False, TPCH-09, scale_factor=0.1, R 0.280 s -1.561
2023-01-19 14:23 R tpch arrow, native, memory_map=False, TPCH-09, scale_factor=10, R 1.157 s -3.140
2023-01-19 14:10 R tpch arrow, native, memory_map=False, TPCH-01, scale_factor=0.1, R 0.162 s -4.194
2023-01-19 14:13 R tpch arrow, native, memory_map=False, TPCH-03, scale_factor=1, R 0.272 s -3.819
2023-01-19 14:14 R tpch arrow, native, memory_map=False, TPCH-03, scale_factor=10, R 1.237 s -1.175
2023-01-19 14:14 R tpch arrow, parquet, memory_map=False, TPCH-04, scale_factor=0.1, R 0.181 s -3.584
2023-01-19 14:15 R tpch arrow, parquet, memory_map=False, TPCH-04, scale_factor=1, R 0.276 s -3.752
2023-01-19 14:18 R tpch arrow, parquet, memory_map=False, TPCH-06, scale_factor=1, R 0.408 s -1.090
2023-01-19 14:19 R tpch arrow, parquet, memory_map=False, TPCH-06, scale_factor=10, R 2.531 s -0.525
2023-01-19 14:19 R tpch arrow, parquet, memory_map=False, TPCH-07, scale_factor=1, R 0.552 s -1.990
2023-01-19 14:12 R tpch arrow, parquet, memory_map=False, TPCH-02, scale_factor=0.1, R 0.256 s -4.304
2023-01-19 14:12 R tpch arrow, parquet, memory_map=False, TPCH-02, scale_factor=10, R 1.174 s -1.306
2023-01-19 14:16 R tpch arrow, native, memory_map=False, TPCH-05, scale_factor=1, R 0.251 s -3.975
2023-01-19 14:18 R tpch arrow, native, memory_map=False, TPCH-06, scale_factor=10, R 0.472 s -0.588
2023-01-19 14:20 R tpch arrow, native, memory_map=False, TPCH-07, scale_factor=10, R 0.969 s -1.989
2023-01-19 14:23 R tpch arrow, native, memory_map=False, TPCH-09, scale_factor=1, R 0.311 s -4.374
2023-01-19 14:24 R tpch arrow, parquet, memory_map=False, TPCH-10, scale_factor=0.1, R 0.256 s -5.206
2023-01-19 14:26 R tpch arrow, native, memory_map=False, TPCH-11, scale_factor=0.1, R 0.171 s -4.189
2023-01-19 14:26 R tpch arrow, native, memory_map=False, TPCH-11, scale_factor=1, R 0.273 s -3.773
2023-01-19 14:10 R tpch arrow, parquet, memory_map=False, TPCH-01, scale_factor=1, R 0.561 s -2.169
2023-01-19 14:13 R tpch arrow, parquet, memory_map=False, TPCH-03, scale_factor=0.1, R 0.228 s -3.816
2023-01-19 14:13 R tpch arrow, parquet, memory_map=False, TPCH-03, scale_factor=1, R 0.488 s -1.285
2023-01-19 14:14 R tpch arrow, native, memory_map=False, TPCH-04, scale_factor=0.01, R 0.144 s -0.477
2023-01-19 14:22 R tpch arrow, parquet, memory_map=False, TPCH-09, scale_factor=0.01, R 0.240 s -4.197
2023-01-19 14:10 R tpch arrow, parquet, memory_map=False, TPCH-01, scale_factor=0.1, R 0.211 s -3.278
2023-01-19 14:11 R tpch arrow, parquet, memory_map=False, TPCH-02, scale_factor=0.01, R 0.245 s -4.946
2023-01-19 14:12 R tpch arrow, parquet, memory_map=False, TPCH-03, scale_factor=0.01, R 0.200 s -4.320
2023-01-19 14:17 R tpch arrow, native, memory_map=False, TPCH-06, scale_factor=0.01, R 0.119 s -3.642
2023-01-19 14:18 R tpch arrow, native, memory_map=False, TPCH-06, scale_factor=1, R 0.153 s -3.353
2023-01-19 14:19 R tpch arrow, native, memory_map=False, TPCH-07, scale_factor=0.1, R 0.215 s -3.892
2023-01-19 14:20 R tpch arrow, parquet, memory_map=False, TPCH-08, scale_factor=0.01, R 0.293 s -3.883
2023-01-19 14:21 R tpch arrow, parquet, memory_map=False, TPCH-08, scale_factor=0.1, R 0.321 s -3.529
2023-01-19 14:17 R tpch arrow, parquet, memory_map=False, TPCH-05, scale_factor=10, R 3.172 s -0.930
2023-01-19 14:17 R tpch arrow, parquet, memory_map=False, TPCH-06, scale_factor=0.01, R 0.156 s -5.078
2023-01-19 14:18 R tpch arrow, parquet, memory_map=False, TPCH-06, scale_factor=0.1, R 0.180 s -4.564
2023-01-19 14:19 R tpch arrow, parquet, memory_map=False, TPCH-07, scale_factor=0.01, R 0.249 s -3.648
2023-01-19 14:20 R tpch arrow, parquet, memory_map=False, TPCH-07, scale_factor=10, R 3.189 s -0.720
2023-01-19 14:21 R tpch arrow, native, memory_map=False, TPCH-08, scale_factor=0.1, R 0.253 s -2.557
2023-01-19 14:21 R tpch arrow, native, memory_map=False, TPCH-08, scale_factor=1, R 0.287 s -4.737
2023-01-19 14:22 R tpch arrow, native, memory_map=False, TPCH-08, scale_factor=10, R 0.676 s -4.912
2023-01-19 14:22 R tpch arrow, native, memory_map=False, TPCH-09, scale_factor=0.01, R 0.200 s -5.023
2023-01-19 14:10 R tpch arrow, native, memory_map=False, TPCH-01, scale_factor=0.01, R 0.148 s -4.493
2023-01-19 14:10 R tpch arrow, native, memory_map=False, TPCH-01, scale_factor=1, R 0.326 s -3.857
2023-01-19 14:11 R tpch arrow, native, memory_map=False, TPCH-01, scale_factor=10, R 1.962 s -3.094
2023-01-19 14:14 R tpch arrow, parquet, memory_map=False, TPCH-03, scale_factor=10, R 3.075 s -0.691
2023-01-19 14:14 R tpch arrow, parquet, memory_map=False, TPCH-04, scale_factor=0.01, R 0.172 s -4.305
2023-01-19 14:16 R tpch arrow, parquet, memory_map=False, TPCH-05, scale_factor=1, R 0.537 s -1.973
2023-01-19 14:21 R tpch arrow, parquet, memory_map=False, TPCH-08, scale_factor=1, R 0.598 s -2.736
2023-01-19 14:24 R tpch arrow, native, memory_map=False, TPCH-10, scale_factor=0.1, R 0.193 s -0.394
2023-01-19 14:24 R tpch arrow, native, memory_map=False, TPCH-10, scale_factor=1, R 0.273 s -4.677
2023-01-19 14:26 R tpch arrow, parquet, memory_map=False, TPCH-11, scale_factor=0.1, R 0.232 s -3.902
2023-01-19 14:15 R tpch arrow, native, memory_map=False, TPCH-04, scale_factor=1, R 0.253 s -2.592
2023-01-19 14:15 R tpch arrow, native, memory_map=False, TPCH-04, scale_factor=10, R 1.235 s -0.504
2023-01-19 14:16 R tpch arrow, native, memory_map=False, TPCH-05, scale_factor=0.1, R 0.196 s -4.920
2023-01-19 14:17 R tpch arrow, native, memory_map=False, TPCH-05, scale_factor=10, R 0.825 s -1.280
2023-01-19 14:19 R tpch arrow, native, memory_map=False, TPCH-07, scale_factor=1, R 0.291 s -4.970
2023-01-19 14:23 R tpch arrow, parquet, memory_map=False, TPCH-09, scale_factor=1, R 0.626 s -1.068
2023-01-19 14:24 R tpch arrow, parquet, memory_map=False, TPCH-10, scale_factor=1, R 0.549 s -3.482
2023-01-19 14:25 R tpch arrow, native, memory_map=False, TPCH-11, scale_factor=0.01, R 0.155 s -3.952
2023-01-19 14:34 R tpch arrow, native, memory_map=False, TPCH-16, scale_factor=0.01, R 0.142 s -3.835
2023-01-19 14:12 R tpch arrow, native, memory_map=False, TPCH-02, scale_factor=0.1, R 0.211 s -3.864
2023-01-19 14:12 R tpch arrow, native, memory_map=False, TPCH-03, scale_factor=0.01, R 0.169 s -4.676
2023-01-19 14:13 R tpch arrow, native, memory_map=False, TPCH-03, scale_factor=0.1, R 0.176 s -4.420
2023-01-19 14:16 R tpch arrow, parquet, memory_map=False, TPCH-05, scale_factor=0.01, R 0.231 s -4.435
2023-01-19 14:19 R tpch arrow, parquet, memory_map=False, TPCH-07, scale_factor=0.1, R 0.278 s -3.745
2023-01-19 14:24 R tpch arrow, native, memory_map=False, TPCH-10, scale_factor=0.01, R 0.185 s -1.188
2023-01-19 14:27 R tpch arrow, parquet, memory_map=False, TPCH-12, scale_factor=1, R 1.212 s -1.097
2023-01-19 14:34 R tpch arrow, parquet, memory_map=False, TPCH-15, scale_factor=10, R 3.111 s -1.293
2023-01-19 14:22 R tpch arrow, parquet, memory_map=False, TPCH-08, scale_factor=10, R 3.417 s -1.036
2023-01-19 14:29 R tpch arrow, native, memory_map=False, TPCH-13, scale_factor=0.01, R 0.133 s -3.523
2023-01-19 14:29 R tpch arrow, native, memory_map=False, TPCH-13, scale_factor=0.1, R 0.235 s -4.160
2023-01-19 14:22 R tpch arrow, native, memory_map=False, TPCH-09, scale_factor=0.1, R 0.214 s -4.301
2023-01-19 14:26 R tpch arrow, native, memory_map=False, TPCH-11, scale_factor=10, R 1.480 s -2.193
2023-01-19 14:27 R tpch arrow, native, memory_map=False, TPCH-12, scale_factor=0.1, R 0.214 s -3.848
2023-01-19 14:28 R tpch arrow, native, memory_map=False, TPCH-12, scale_factor=10, R 3.447 s -1.226
2023-01-19 14:29 R tpch arrow, parquet, memory_map=False, TPCH-12, scale_factor=10, R 9.396 s -1.130
2023-01-19 14:30 R tpch arrow, native, memory_map=False, TPCH-13, scale_factor=10, R 5.095 s -0.732
2023-01-19 14:30 R tpch arrow, native, memory_map=False, TPCH-14, scale_factor=0.01, R 0.162 s -3.696
2023-01-19 14:32 R tpch arrow, parquet, memory_map=False, TPCH-15, scale_factor=0.01, R 0.188 s -4.032
2023-01-19 14:35 R tpch arrow, native, memory_map=False, TPCH-17, scale_factor=0.1, R 0.166 s -4.249
2023-01-19 14:24 R tpch arrow, parquet, memory_map=False, TPCH-09, scale_factor=10, R 4.048 s 0.008
2023-01-19 14:24 R tpch arrow, parquet, memory_map=False, TPCH-10, scale_factor=0.01, R 0.222 s -4.497
2023-01-19 14:27 R tpch arrow, parquet, memory_map=False, TPCH-12, scale_factor=0.01, R 0.192 s -4.289
2023-01-19 14:27 R tpch arrow, native, memory_map=False, TPCH-12, scale_factor=1, R 0.490 s -1.645
2023-01-19 14:27 R tpch arrow, parquet, memory_map=False, TPCH-11, scale_factor=10, R 3.733 s -0.856
2023-01-19 14:29 R tpch arrow, native, memory_map=False, TPCH-13, scale_factor=1, R 0.651 s -1.625
2023-01-19 14:32 R tpch arrow, parquet, memory_map=False, TPCH-14, scale_factor=10, R 7.669 s -0.791
2023-01-19 14:37 R tpch arrow, parquet, memory_map=False, TPCH-17, scale_factor=10, R 9.968 s -1.302
2023-01-19 14:37 R tpch arrow, native, memory_map=False, TPCH-18, scale_factor=1, R 0.335 s -3.865
2023-01-19 14:38 R tpch arrow, native, memory_map=False, TPCH-18, scale_factor=10, R 2.980 s 0.142
2023-01-19 14:42 R tpch arrow, parquet, memory_map=False, TPCH-20, scale_factor=0.01, R 0.242 s -4.790
2023-01-19 14:31 R tpch arrow, parquet, memory_map=False, TPCH-14, scale_factor=1, R 1.011 s -1.276
2023-01-19 14:39 R tpch arrow, parquet, memory_map=False, TPCH-18, scale_factor=10, R 4.255 s 1.534
2023-01-19 14:40 R tpch arrow, native, memory_map=False, TPCH-19, scale_factor=10, R 10.196 s 0.137
2023-01-19 14:44 R tpch arrow, parquet, memory_map=False, TPCH-21, scale_factor=0.1, R 0.621 s -4.014
2023-01-19 14:45 R tpch arrow, native, memory_map=False, TPCH-22, scale_factor=0.1, R 0.146 s -3.454
2023-01-19 14:46 R tpch arrow, parquet, memory_map=False, TPCH-22, scale_factor=1, R 0.391 s -0.966
2023-01-19 14:25 R tpch arrow, native, memory_map=False, TPCH-10, scale_factor=10, R 1.039 s -2.064
2023-01-19 14:25 R tpch arrow, parquet, memory_map=False, TPCH-10, scale_factor=10, R 3.357 s -1.283
2023-01-19 14:26 R tpch arrow, parquet, memory_map=False, TPCH-11, scale_factor=0.01, R 0.196 s -5.133
2023-01-19 14:29 R tpch arrow, parquet, memory_map=False, TPCH-13, scale_factor=0.01, R 0.175 s -1.846
2023-01-19 14:31 R tpch arrow, native, memory_map=False, TPCH-14, scale_factor=0.1, R 0.187 s -3.331
2023-01-19 14:34 R tpch arrow, parquet, memory_map=False, TPCH-16, scale_factor=0.1, R 0.217 s -5.252
2023-01-19 14:35 R tpch arrow, native, memory_map=False, TPCH-16, scale_factor=10, R 1.167 s -1.912
2023-01-19 14:35 R tpch arrow, native, memory_map=False, TPCH-17, scale_factor=0.01, R 0.163 s -5.344
2023-01-19 14:35 R tpch arrow, native, memory_map=False, TPCH-17, scale_factor=1, R 0.230 s -3.972
2023-01-19 14:39 R tpch arrow, native, memory_map=False, TPCH-19, scale_factor=1, R 0.973 s -0.490
2023-01-19 14:42 R tpch arrow, parquet, memory_map=False, TPCH-20, scale_factor=0.1, R 0.316 s -5.174
2023-01-19 14:26 R tpch arrow, parquet, memory_map=False, TPCH-11, scale_factor=1, R 0.534 s -1.989
2023-01-19 14:27 R tpch arrow, parquet, memory_map=False, TPCH-12, scale_factor=0.1, R 0.291 s -2.675
2023-01-19 14:31 R tpch arrow, parquet, memory_map=False, TPCH-14, scale_factor=0.1, R 0.273 s -3.951
2023-01-19 14:33 R tpch arrow, native, memory_map=False, TPCH-15, scale_factor=1, R 0.218 s -1.053
2023-01-19 14:33 R tpch arrow, native, memory_map=False, TPCH-15, scale_factor=10, R 0.868 s -1.740
2023-01-19 14:34 R tpch arrow, native, memory_map=False, TPCH-16, scale_factor=0.1, R 0.161 s -4.101
2023-01-19 14:36 R tpch arrow, native, memory_map=False, TPCH-17, scale_factor=10, R 0.870 s -4.034
2023-01-19 14:37 R tpch arrow, native, memory_map=False, TPCH-18, scale_factor=0.1, R 0.158 s -5.421
2023-01-19 14:39 R tpch arrow, parquet, memory_map=False, TPCH-19, scale_factor=1, R 1.627 s -2.215
2023-01-19 14:44 R tpch arrow, native, memory_map=False, TPCH-21, scale_factor=0.1, R 0.522 s -3.680
2023-01-19 14:27 R tpch arrow, native, memory_map=False, TPCH-12, scale_factor=0.01, R 0.154 s -5.011
2023-01-19 14:29 R tpch arrow, parquet, memory_map=False, TPCH-13, scale_factor=0.1, R 0.303 s -1.278
2023-01-19 14:29 R tpch arrow, parquet, memory_map=False, TPCH-13, scale_factor=1, R 0.902 s -0.966
2023-01-19 14:30 R tpch arrow, parquet, memory_map=False, TPCH-13, scale_factor=10, R 7.310 s -0.831
2023-01-19 14:31 R tpch arrow, parquet, memory_map=False, TPCH-14, scale_factor=0.01, R 0.201 s -4.076
2023-01-19 14:31 R tpch arrow, native, memory_map=False, TPCH-14, scale_factor=1, R 0.368 s -1.537
2023-01-19 14:32 R tpch arrow, native, memory_map=False, TPCH-14, scale_factor=10, R 2.221 s -1.285
2023-01-19 14:32 R tpch arrow, native, memory_map=False, TPCH-15, scale_factor=0.01, R 0.154 s -3.982
2023-01-19 14:33 R tpch arrow, native, memory_map=False, TPCH-15, scale_factor=0.1, R 0.158 s -3.284
2023-01-19 14:33 R tpch arrow, parquet, memory_map=False, TPCH-15, scale_factor=0.1, R 0.216 s -5.032
2023-01-19 14:33 R tpch arrow, parquet, memory_map=False, TPCH-15, scale_factor=1, R 0.485 s -1.031
2023-01-19 14:34 R tpch arrow, parquet, memory_map=False, TPCH-16, scale_factor=0.01, R 0.177 s -4.254
2023-01-19 14:34 R tpch arrow, native, memory_map=False, TPCH-16, scale_factor=1, R 0.246 s -3.691
2023-01-19 14:34 R tpch arrow, parquet, memory_map=False, TPCH-16, scale_factor=1, R 0.462 s -3.326
2023-01-19 14:38 R tpch arrow, parquet, memory_map=False, TPCH-18, scale_factor=1, R 0.542 s -0.620
2023-01-19 14:35 R tpch arrow, parquet, memory_map=False, TPCH-17, scale_factor=0.01, R 0.207 s -4.575
2023-01-19 14:35 R tpch arrow, parquet, memory_map=False, TPCH-17, scale_factor=0.1, R 0.292 s -3.616
2023-01-19 14:36 R tpch arrow, parquet, memory_map=False, TPCH-17, scale_factor=1, R 1.287 s -2.668
2023-01-19 14:37 R tpch arrow, parquet, memory_map=False, TPCH-18, scale_factor=0.1, R 0.206 s -3.757
2023-01-19 14:39 R tpch arrow, parquet, memory_map=False, TPCH-19, scale_factor=0.1, R 0.348 s -2.122
2023-01-19 14:41 R tpch arrow, native, memory_map=False, TPCH-20, scale_factor=0.01, R 0.191 s -4.475
2023-01-19 14:35 R tpch arrow, parquet, memory_map=False, TPCH-16, scale_factor=10, R 3.128 s -0.422
2023-01-19 14:39 R tpch arrow, parquet, memory_map=False, TPCH-19, scale_factor=0.01, R 0.241 s -4.905
2023-01-19 14:37 R tpch arrow, native, memory_map=False, TPCH-18, scale_factor=0.01, R 0.143 s -0.404
2023-01-19 14:42 R tpch arrow, native, memory_map=False, TPCH-20, scale_factor=1, R 0.248 s -4.510
2023-01-19 14:43 R tpch arrow, native, memory_map=False, TPCH-20, scale_factor=10, R 0.793 s -1.289
2023-01-19 14:43 R tpch arrow, parquet, memory_map=False, TPCH-21, scale_factor=0.01, R 0.342 s -4.631
2023-01-19 14:45 R tpch arrow, native, memory_map=False, TPCH-22, scale_factor=0.01, R 0.143 s -4.633
2023-01-19 14:37 R tpch arrow, parquet, memory_map=False, TPCH-18, scale_factor=0.01, R 0.180 s -4.003
2023-01-19 14:39 R tpch arrow, native, memory_map=False, TPCH-19, scale_factor=0.01, R 0.199 s -4.649
2023-01-19 14:39 R tpch arrow, native, memory_map=False, TPCH-19, scale_factor=0.1, R 0.269 s -4.192
2023-01-19 14:41 R tpch arrow, parquet, memory_map=False, TPCH-19, scale_factor=10, R 14.932 s -0.358
2023-01-19 14:42 R tpch arrow, native, memory_map=False, TPCH-20, scale_factor=0.1, R 0.195 s -4.831
2023-01-19 14:42 R tpch arrow, parquet, memory_map=False, TPCH-20, scale_factor=1, R 1.125 s -1.092
2023-01-19 14:43 R tpch arrow, native, memory_map=False, TPCH-21, scale_factor=0.01, R 0.292 s -3.962
2023-01-19 14:43 R tpch arrow, parquet, memory_map=False, TPCH-20, scale_factor=10, R 8.322 s -0.325
2023-01-19 14:44 R tpch arrow, parquet, memory_map=False, TPCH-21, scale_factor=1, R 3.218 s -1.547
2023-01-19 14:45 R tpch arrow, parquet, memory_map=False, TPCH-22, scale_factor=0.01, R 0.177 s -4.457
2023-01-19 14:46 R tpch arrow, native, memory_map=False, TPCH-22, scale_factor=10, R 0.329 s -2.772
2023-01-19 14:44 R tpch arrow, native, memory_map=False, TPCH-21, scale_factor=1, R 2.601 s -1.650
2023-01-19 14:46 R tpch arrow, native, memory_map=False, TPCH-22, scale_factor=1, R 0.164 s -3.882
2023-01-19 14:46 R tpch arrow, parquet, memory_map=False, TPCH-22, scale_factor=10, R 2.409 s -0.440
2023-01-19 14:46 R tpch arrow, parquet, memory_map=False, TPCH-22, scale_factor=0.1, R 0.198 s -3.529