Top Outliers
Benchmarks
Date Lang Batch Benchmark Mean Z-Score Error
2023-01-23 21:01 R tpch arrow, native, memory_map=False, TPCH-01, scale_factor=1, R 0.346 s -0.083
2023-01-23 20:59 R tpch arrow, native, memory_map=False, TPCH-01, scale_factor=0.01, R 0.241 s -0.552
2023-01-23 21:15 R tpch arrow, native, memory_map=False, TPCH-03, scale_factor=0.1, R 0.285 s -1.036
2023-01-23 21:00 R tpch arrow, parquet, memory_map=False, TPCH-01, scale_factor=0.1, R 0.370 s -0.169
2023-01-23 20:59 R tpch arrow, native, memory_map=False, TPCH-01, scale_factor=0.1, R 0.245 s -0.199
2023-01-23 21:13 R tpch arrow, parquet, memory_map=False, TPCH-02, scale_factor=1, R 0.558 s -1.018
2023-01-23 21:01 R tpch arrow, parquet, memory_map=False, TPCH-01, scale_factor=1, R 0.803 s 0.372
2023-01-23 21:14 R tpch arrow, native, memory_map=False, TPCH-03, scale_factor=0.01, R 0.277 s -0.977
2023-01-23 21:21 R tpch arrow, parquet, memory_map=False, TPCH-03, scale_factor=10, R 7.315 s 0.997
2023-01-23 21:11 R tpch arrow, native, memory_map=False, TPCH-02, scale_factor=0.01, R 0.346 s -2.474
2023-01-23 21:12 R tpch arrow, native, memory_map=False, TPCH-02, scale_factor=0.1, R 0.350 s -1.838
2023-01-23 21:12 R tpch arrow, native, memory_map=False, TPCH-02, scale_factor=1, R 0.429 s -1.947
2023-01-23 21:13 R tpch arrow, native, memory_map=False, TPCH-02, scale_factor=10, R 0.934 s -0.569
2023-01-23 20:59 R tpch arrow, parquet, memory_map=False, TPCH-01, scale_factor=0.01, R 0.307 s -0.282
2023-01-23 21:11 R tpch arrow, parquet, memory_map=False, TPCH-01, scale_factor=10, R 5.395 s 1.168
2023-01-23 21:12 R tpch arrow, parquet, memory_map=False, TPCH-02, scale_factor=0.01, R 0.415 s -1.043
2023-01-23 21:14 R tpch arrow, parquet, memory_map=False, TPCH-03, scale_factor=0.01, R 0.336 s -0.227
2023-01-23 21:15 R tpch arrow, parquet, memory_map=False, TPCH-03, scale_factor=0.1, R 0.379 s -0.065
2023-01-23 21:10 R tpch arrow, native, memory_map=False, TPCH-01, scale_factor=10, R 1.416 s -1.200
2023-01-23 21:12 R tpch arrow, parquet, memory_map=False, TPCH-02, scale_factor=0.1, R 0.430 s -1.009
2023-01-23 21:14 R tpch arrow, parquet, memory_map=False, TPCH-02, scale_factor=10, R 1.516 s -2.022
2023-01-23 21:16 R tpch arrow, parquet, memory_map=False, TPCH-03, scale_factor=1, R 0.847 s -2.261
2023-01-23 21:27 R tpch arrow, parquet, memory_map=False, TPCH-04, scale_factor=10, R 3.581 s -0.138
2023-01-23 21:15 R tpch arrow, native, memory_map=False, TPCH-03, scale_factor=1, R 0.403 s -3.142
2023-01-23 21:21 R tpch arrow, parquet, memory_map=False, TPCH-04, scale_factor=0.01, R 0.316 s -1.291
2023-01-23 21:22 R tpch arrow, parquet, memory_map=False, TPCH-04, scale_factor=0.1, R 0.331 s -1.224
2023-01-23 21:28 R tpch arrow, native, memory_map=False, TPCH-05, scale_factor=0.1, R 0.336 s -3.452
2023-01-23 21:28 R tpch arrow, native, memory_map=False, TPCH-05, scale_factor=1, R 0.400 s -1.109
2023-01-23 21:22 R tpch arrow, parquet, memory_map=False, TPCH-04, scale_factor=1, R 0.476 s -1.041
2023-01-23 21:27 R tpch arrow, native, memory_map=False, TPCH-05, scale_factor=0.01, R 0.319 s -2.247
2023-01-23 21:29 R tpch arrow, parquet, memory_map=False, TPCH-05, scale_factor=1, R 0.869 s -0.529
2023-01-23 21:21 R tpch arrow, native, memory_map=False, TPCH-04, scale_factor=0.01, R 0.248 s -1.384
2023-01-23 21:27 R tpch arrow, native, memory_map=False, TPCH-04, scale_factor=10, R 1.266 s -0.054
2023-01-23 21:20 R tpch arrow, native, memory_map=False, TPCH-03, scale_factor=10, R 1.282 s 0.305
2023-01-23 21:22 R tpch arrow, native, memory_map=False, TPCH-04, scale_factor=0.1, R 0.259 s -1.783
2023-01-23 21:28 R tpch arrow, parquet, memory_map=False, TPCH-05, scale_factor=0.01, R 0.404 s -1.599
2023-01-23 21:28 R tpch arrow, parquet, memory_map=False, TPCH-05, scale_factor=0.1, R 0.453 s -1.192
2023-01-23 21:33 R tpch arrow, native, memory_map=False, TPCH-05, scale_factor=10, R 0.938 s -1.806
2023-01-23 21:22 R tpch arrow, native, memory_map=False, TPCH-04, scale_factor=1, R 0.357 s -2.069
2023-01-23 21:34 R tpch arrow, parquet, memory_map=False, TPCH-05, scale_factor=10, R 8.073 s -0.015
2023-01-23 21:34 R tpch arrow, native, memory_map=False, TPCH-06, scale_factor=0.01, R 0.212 s -3.182
2023-01-23 21:34 R tpch arrow, parquet, memory_map=False, TPCH-06, scale_factor=0.01, R 0.279 s -1.237
2023-01-23 21:34 R tpch arrow, parquet, memory_map=False, TPCH-06, scale_factor=0.1, R 0.321 s -1.186
2023-01-23 21:34 R tpch arrow, native, memory_map=False, TPCH-06, scale_factor=0.1, R 0.207 s -2.250
2023-01-23 21:35 R tpch arrow, parquet, memory_map=False, TPCH-06, scale_factor=1, R 0.721 s -0.541
2023-01-23 21:35 R tpch arrow, native, memory_map=False, TPCH-06, scale_factor=1, R 0.241 s -3.312
2023-01-23 21:39 R tpch arrow, parquet, memory_map=False, TPCH-06, scale_factor=10, R 4.991 s 0.210
2023-01-23 21:39 R tpch arrow, native, memory_map=False, TPCH-06, scale_factor=10, R 0.523 s -1.574
2023-01-23 21:39 R tpch arrow, native, memory_map=False, TPCH-07, scale_factor=0.01, R 0.356 s -2.501
2023-01-23 21:40 R tpch arrow, native, memory_map=False, TPCH-07, scale_factor=0.1, R 0.362 s -2.324
2023-01-23 21:40 R tpch arrow, parquet, memory_map=False, TPCH-07, scale_factor=0.01, R 0.452 s -2.809
2023-01-23 21:40 R tpch arrow, parquet, memory_map=False, TPCH-07, scale_factor=0.1, R 0.498 s -2.837
2023-01-23 21:41 R tpch arrow, native, memory_map=False, TPCH-07, scale_factor=1, R 0.445 s -2.532
2023-01-23 21:41 R tpch arrow, parquet, memory_map=False, TPCH-07, scale_factor=1, R 0.902 s -0.929
2023-01-23 21:45 R tpch arrow, native, memory_map=False, TPCH-07, scale_factor=10, R 1.097 s -0.842
2023-01-23 21:46 R tpch arrow, parquet, memory_map=False, TPCH-07, scale_factor=10, R 8.614 s -0.718
2023-01-23 21:46 R tpch arrow, native, memory_map=False, TPCH-08, scale_factor=0.01, R 0.418 s -2.975
2023-01-23 21:47 R tpch arrow, parquet, memory_map=False, TPCH-08, scale_factor=0.1, R 0.551 s -1.803
2023-01-23 21:46 R tpch arrow, parquet, memory_map=False, TPCH-08, scale_factor=0.01, R 0.511 s -2.325
2023-01-23 21:46 R tpch arrow, native, memory_map=False, TPCH-08, scale_factor=0.1, R 0.417 s -2.333
2023-01-23 21:47 R tpch arrow, native, memory_map=False, TPCH-08, scale_factor=1, R 0.462 s -2.461
2023-01-23 21:47 R tpch arrow, parquet, memory_map=False, TPCH-08, scale_factor=1, R 0.986 s -2.224
2023-01-23 21:52 R tpch arrow, native, memory_map=False, TPCH-08, scale_factor=10, R 0.847 s -2.182
2023-01-23 21:53 R tpch arrow, parquet, memory_map=False, TPCH-08, scale_factor=10, R 10.057 s -0.274
2023-01-23 21:53 R tpch arrow, native, memory_map=False, TPCH-09, scale_factor=0.01, R 0.337 s -2.338
2023-01-23 21:53 R tpch arrow, parquet, memory_map=False, TPCH-09, scale_factor=0.01, R 0.426 s -1.900
2023-01-23 21:53 R tpch arrow, native, memory_map=False, TPCH-09, scale_factor=0.1, R 0.364 s -1.754
2023-01-23 21:53 R tpch arrow, parquet, memory_map=False, TPCH-09, scale_factor=0.1, R 0.487 s -1.852
2023-01-23 21:54 R tpch arrow, native, memory_map=False, TPCH-09, scale_factor=1, R 0.553 s -2.181
2023-01-23 21:54 R tpch arrow, parquet, memory_map=False, TPCH-09, scale_factor=1, R 1.034 s -0.819
2023-01-23 21:59 R tpch arrow, native, memory_map=False, TPCH-09, scale_factor=10, R 1.375 s -0.285
2023-01-23 22:00 R tpch arrow, parquet, memory_map=False, TPCH-09, scale_factor=10, R 11.489 s -0.080
2023-01-23 22:00 R tpch arrow, native, memory_map=False, TPCH-10, scale_factor=0.01, R 0.317 s -2.324
2023-01-23 22:00 R tpch arrow, parquet, memory_map=False, TPCH-10, scale_factor=0.01, R 0.401 s -2.317
2023-01-23 22:01 R tpch arrow, native, memory_map=False, TPCH-10, scale_factor=0.1, R 0.326 s -2.460
2023-01-23 22:01 R tpch arrow, parquet, memory_map=False, TPCH-10, scale_factor=0.1, R 0.448 s -1.845
2023-01-23 22:01 R tpch arrow, native, memory_map=False, TPCH-10, scale_factor=1, R 0.413 s -2.613
2023-01-23 22:02 R tpch arrow, parquet, memory_map=False, TPCH-10, scale_factor=1, R 0.891 s -1.057
2023-01-23 22:06 R tpch arrow, native, memory_map=False, TPCH-10, scale_factor=10, R 1.181 s -1.429
2023-01-23 22:07 R tpch arrow, parquet, memory_map=False, TPCH-10, scale_factor=10, R 9.082 s -0.090
2023-01-23 22:07 R tpch arrow, native, memory_map=False, TPCH-11, scale_factor=0.01, R 0.269 s -2.641
2023-01-23 22:07 R tpch arrow, parquet, memory_map=False, TPCH-11, scale_factor=0.01, R 0.352 s -1.792
2023-01-23 22:07 R tpch arrow, native, memory_map=False, TPCH-11, scale_factor=0.1, R 0.293 s -2.151
2023-01-23 22:07 R tpch arrow, parquet, memory_map=False, TPCH-11, scale_factor=0.1, R 0.431 s -1.569
2023-01-23 22:08 R tpch arrow, native, memory_map=False, TPCH-11, scale_factor=1, R 0.412 s -1.579
2023-01-23 22:08 R tpch arrow, parquet, memory_map=False, TPCH-11, scale_factor=1, R 0.958 s 0.084
2023-01-23 22:09 R tpch arrow, parquet, memory_map=False, TPCH-11, scale_factor=10, R 10.783 s -0.527
2023-01-23 22:09 R tpch arrow, native, memory_map=False, TPCH-11, scale_factor=10, R 1.125 s -2.394
2023-01-23 22:10 R tpch arrow, native, memory_map=False, TPCH-12, scale_factor=0.01, R 0.265 s -3.049
2023-01-23 22:10 R tpch arrow, native, memory_map=False, TPCH-12, scale_factor=0.1, R 0.389 s -1.734
2023-01-23 22:10 R tpch arrow, parquet, memory_map=False, TPCH-12, scale_factor=0.01, R 0.354 s -2.084
2023-01-23 22:10 R tpch arrow, parquet, memory_map=False, TPCH-12, scale_factor=0.1, R 0.523 s -1.500
2023-01-23 22:11 R tpch arrow, parquet, memory_map=False, TPCH-12, scale_factor=1, R 3.133 s -1.317
2023-01-23 22:11 R tpch arrow, native, memory_map=False, TPCH-12, scale_factor=1, R 0.694 s -2.291
2023-01-23 22:18 R tpch arrow, parquet, memory_map=False, TPCH-13, scale_factor=0.1, R 0.570 s -1.685
2023-01-23 22:20 R tpch arrow, native, memory_map=False, TPCH-13, scale_factor=10, R 4.838 s -1.033
2023-01-23 22:22 R tpch arrow, native, memory_map=False, TPCH-14, scale_factor=1, R 0.603 s -3.131
2023-01-23 22:18 R tpch arrow, parquet, memory_map=False, TPCH-13, scale_factor=0.01, R 0.325 s -1.957
2023-01-23 22:19 R tpch arrow, parquet, memory_map=False, TPCH-13, scale_factor=1, R 1.318 s -0.620
2023-01-23 22:22 R tpch arrow, native, memory_map=False, TPCH-14, scale_factor=0.1, R 0.308 s -2.571
2023-01-23 22:18 R tpch arrow, native, memory_map=False, TPCH-13, scale_factor=0.1, R 0.442 s -5.172
2023-01-23 22:21 R tpch arrow, parquet, memory_map=False, TPCH-13, scale_factor=10, R 15.643 s -0.768
2023-01-23 22:22 R tpch arrow, parquet, memory_map=False, TPCH-14, scale_factor=0.1, R 0.517 s -1.206
2023-01-23 22:23 R tpch arrow, parquet, memory_map=False, TPCH-14, scale_factor=1, R 2.582 s -2.073
2023-01-23 22:18 R tpch arrow, native, memory_map=False, TPCH-13, scale_factor=0.01, R 0.238 s -2.861
2023-01-23 22:21 R tpch arrow, native, memory_map=False, TPCH-14, scale_factor=0.01, R 0.273 s -2.087
2023-01-23 22:19 R tpch arrow, native, memory_map=False, TPCH-13, scale_factor=1, R 0.850 s -2.209
2023-01-23 22:15 R tpch arrow, native, memory_map=False, TPCH-12, scale_factor=10, R 3.788 s -1.219
2023-01-23 22:17 R tpch arrow, parquet, memory_map=False, TPCH-12, scale_factor=10, R 35.606 s -1.231
2023-01-23 22:21 R tpch arrow, parquet, memory_map=False, TPCH-14, scale_factor=0.01, R 0.363 s -1.615
2023-01-23 22:29 R tpch arrow, parquet, memory_map=False, TPCH-15, scale_factor=0.1, R 0.386 s -1.490
2023-01-23 22:33 R tpch arrow, native, memory_map=False, TPCH-15, scale_factor=10, R 0.838 s 2.648
2023-01-23 22:38 R tpch arrow, parquet, memory_map=False, TPCH-17, scale_factor=1, R 2.741 s -0.555
2023-01-23 22:30 R tpch arrow, parquet, memory_map=False, TPCH-15, scale_factor=1, R 0.826 s -0.429
2023-01-23 22:34 R tpch arrow, native, memory_map=False, TPCH-16, scale_factor=0.01, R 0.247 s -1.492
2023-01-23 22:37 R tpch arrow, parquet, memory_map=False, TPCH-17, scale_factor=0.01, R 0.361 s -1.360
2023-01-23 22:29 R tpch arrow, native, memory_map=False, TPCH-15, scale_factor=0.1, R 0.265 s -1.774
2023-01-23 22:29 R tpch arrow, native, memory_map=False, TPCH-15, scale_factor=1, R 0.313 s -1.763
2023-01-23 22:34 R tpch arrow, parquet, memory_map=False, TPCH-16, scale_factor=0.1, R 0.409 s -2.022
2023-01-23 22:37 R tpch arrow, native, memory_map=False, TPCH-17, scale_factor=0.1, R 0.286 s -2.270
2023-01-23 22:26 R tpch arrow, native, memory_map=False, TPCH-14, scale_factor=10, R 2.444 s -1.512
2023-01-23 22:28 R tpch arrow, native, memory_map=False, TPCH-15, scale_factor=0.01, R 0.265 s -2.316
2023-01-23 22:34 R tpch arrow, parquet, memory_map=False, TPCH-15, scale_factor=10, R 6.116 s -0.705
2023-01-23 22:36 R tpch arrow, parquet, memory_map=False, TPCH-16, scale_factor=10, R 11.554 s -0.658
2023-01-23 22:28 R tpch arrow, parquet, memory_map=False, TPCH-14, scale_factor=10, R 28.906 s -1.045
2023-01-23 22:35 R tpch arrow, parquet, memory_map=False, TPCH-16, scale_factor=1, R 0.903 s -0.320
2023-01-23 22:34 R tpch arrow, parquet, memory_map=False, TPCH-16, scale_factor=0.01, R 0.328 s -1.632
2023-01-23 22:36 R tpch arrow, native, memory_map=False, TPCH-16, scale_factor=10, R 1.145 s -1.211
2023-01-23 22:37 R tpch arrow, native, memory_map=False, TPCH-17, scale_factor=0.01, R 0.276 s -2.217
2023-01-23 22:28 R tpch arrow, parquet, memory_map=False, TPCH-15, scale_factor=0.01, R 0.338 s -1.364
2023-01-23 22:35 R tpch arrow, native, memory_map=False, TPCH-16, scale_factor=1, R 0.419 s -3.716
2023-01-23 22:34 R tpch arrow, native, memory_map=False, TPCH-16, scale_factor=0.1, R 0.280 s -2.055
2023-01-23 22:37 R tpch arrow, parquet, memory_map=False, TPCH-17, scale_factor=0.1, R 0.497 s 0.043
2023-01-23 22:38 R tpch arrow, native, memory_map=False, TPCH-17, scale_factor=1, R 0.338 s -1.770
2023-01-23 22:42 R tpch arrow, native, memory_map=False, TPCH-17, scale_factor=10, R 0.936 s -1.012
2023-01-23 22:43 R tpch arrow, parquet, memory_map=False, TPCH-17, scale_factor=10, R 31.396 s -0.020
2023-01-23 22:44 R tpch arrow, native, memory_map=False, TPCH-18, scale_factor=0.01, R 0.250 s -2.542
2023-01-23 22:45 R tpch arrow, native, memory_map=False, TPCH-18, scale_factor=1, R 0.546 s -1.529
2023-01-23 22:51 R tpch arrow, native, memory_map=False, TPCH-19, scale_factor=0.01, R 0.339 s -2.881
2023-01-23 22:45 R tpch arrow, parquet, memory_map=False, TPCH-18, scale_factor=1, R 0.810 s -1.426
2023-01-23 22:44 R tpch arrow, parquet, memory_map=False, TPCH-18, scale_factor=0.1, R 0.366 s -0.856
2023-01-23 22:44 R tpch arrow, parquet, memory_map=False, TPCH-18, scale_factor=0.01, R 0.332 s -1.869
2023-01-23 22:59 R tpch arrow, parquet, memory_map=False, TPCH-20, scale_factor=0.1, R 0.564 s -1.692
2023-01-23 22:59 R tpch arrow, native, memory_map=False, TPCH-20, scale_factor=1, R 0.376 s -2.216
2023-01-23 22:51 R tpch arrow, parquet, memory_map=False, TPCH-19, scale_factor=0.1, R 0.627 s -1.158
2023-01-23 22:52 R tpch arrow, parquet, memory_map=False, TPCH-19, scale_factor=1, R 3.069 s -0.051
2023-01-23 22:58 R tpch arrow, native, memory_map=False, TPCH-20, scale_factor=0.01, R 0.326 s -2.742
2023-01-23 22:59 R tpch arrow, native, memory_map=False, TPCH-20, scale_factor=0.1, R 0.327 s -2.372
2023-01-23 22:44 R tpch arrow, native, memory_map=False, TPCH-18, scale_factor=0.1, R 0.267 s -1.831
2023-01-23 22:50 R tpch arrow, native, memory_map=False, TPCH-18, scale_factor=10, R 4.453 s 2.513
2023-01-23 22:50 R tpch arrow, parquet, memory_map=False, TPCH-18, scale_factor=10, R 13.310 s -0.741
2023-01-23 22:51 R tpch arrow, native, memory_map=False, TPCH-19, scale_factor=0.1, R 0.525 s -1.465
2023-01-23 22:52 R tpch arrow, native, memory_map=False, TPCH-19, scale_factor=1, R 1.219 s -1.159
2023-01-23 22:58 R tpch arrow, parquet, memory_map=False, TPCH-19, scale_factor=10, R 31.081 s -1.100
2023-01-23 22:58 R tpch arrow, parquet, memory_map=False, TPCH-20, scale_factor=0.01, R 0.445 s -3.536
2023-01-23 22:51 R tpch arrow, parquet, memory_map=False, TPCH-19, scale_factor=0.01, R 0.427 s -2.078
2023-01-23 22:56 R tpch arrow, native, memory_map=False, TPCH-19, scale_factor=10, R 8.813 s 0.002
2023-01-23 23:00 R tpch arrow, parquet, memory_map=False, TPCH-20, scale_factor=1, R 3.374 s -0.592
2023-01-23 23:07 R tpch arrow, native, memory_map=False, TPCH-21, scale_factor=1, R 3.694 s -0.231
2023-01-23 23:06 R tpch arrow, native, memory_map=False, TPCH-21, scale_factor=0.1, R 0.872 s -1.179
2023-01-23 23:18 R tpch arrow, parquet, memory_map=False, TPCH-22, scale_factor=0.01, R 0.331 s -1.629
2023-01-23 23:18 R tpch arrow, parquet, memory_map=False, TPCH-21, scale_factor=10, R 54.677 s 1.220
2023-01-23 23:20 R tpch arrow, native, memory_map=False, TPCH-22, scale_factor=10, R 0.427 s -2.826
2023-01-23 23:18 R tpch arrow, parquet, memory_map=False, TPCH-22, scale_factor=0.1, R 0.372 s -1.540
2023-01-23 23:04 R tpch arrow, native, memory_map=False, TPCH-20, scale_factor=10, R 0.925 s -1.132
2023-01-23 23:06 R tpch arrow, parquet, memory_map=False, TPCH-21, scale_factor=0.01, R 0.576 s -1.908
2023-01-23 23:07 R tpch arrow, parquet, memory_map=False, TPCH-21, scale_factor=0.1, R 1.006 s -1.226
2023-01-23 23:06 R tpch arrow, native, memory_map=False, TPCH-21, scale_factor=0.01, R 0.487 s -2.394
2023-01-23 23:06 R tpch arrow, parquet, memory_map=False, TPCH-20, scale_factor=10, R 36.670 s 0.008
2023-01-23 23:08 R tpch arrow, parquet, memory_map=False, TPCH-21, scale_factor=1, R 5.088 s -0.925
2023-01-23 23:19 R tpch arrow, parquet, memory_map=False, TPCH-22, scale_factor=1, R 0.746 s -0.473
2023-01-23 23:21 R tpch arrow, parquet, memory_map=False, TPCH-22, scale_factor=10, R 11.142 s -0.867
2023-01-23 23:15 R tpch arrow, native, memory_map=False, TPCH-21, scale_factor=10, R 39.370 s 1.840
2023-01-23 23:19 R tpch arrow, native, memory_map=False, TPCH-22, scale_factor=1, R 0.295 s -2.983
2023-01-23 23:18 R tpch arrow, native, memory_map=False, TPCH-22, scale_factor=0.1, R 0.260 s -2.361
2023-01-23 23:18 R tpch arrow, native, memory_map=False, TPCH-22, scale_factor=0.01, R 0.252 s -2.256