Top Outliers
Benchmarks
Date Lang Batch Benchmark Mean Z-Score Error
2022-11-09 00:14 R tpch arrow, native, memory_map=False, TPCH-01, scale_factor=10, R 1.435 s -1.701
2022-11-09 00:03 R tpch arrow, native, memory_map=False, TPCH-01, scale_factor=0.1, R 0.240 s -0.461
2022-11-09 00:05 R tpch arrow, native, memory_map=False, TPCH-01, scale_factor=1, R 0.347 s -0.712
2022-11-09 00:05 R tpch arrow, parquet, memory_map=False, TPCH-01, scale_factor=1, R 0.855 s -0.774
2022-11-09 00:04 R tpch arrow, parquet, memory_map=False, TPCH-01, scale_factor=0.1, R 0.371 s -0.577
2022-11-09 00:03 R tpch arrow, parquet, memory_map=False, TPCH-01, scale_factor=0.01, R 0.302 s -0.302
2022-11-09 00:03 R tpch arrow, native, memory_map=False, TPCH-01, scale_factor=0.01, R 0.226 s -0.098
2022-11-09 00:16 R tpch arrow, parquet, memory_map=False, TPCH-01, scale_factor=10, R 5.757 s -0.370
2022-11-09 00:16 R tpch arrow, native, memory_map=False, TPCH-02, scale_factor=0.01, R 0.317 s 0.273
2022-11-09 00:16 R tpch arrow, native, memory_map=False, TPCH-02, scale_factor=0.1, R 0.326 s 0.336
2022-11-09 00:16 R tpch arrow, parquet, memory_map=False, TPCH-02, scale_factor=0.01, R 0.395 s 0.056
2022-11-09 00:17 R tpch arrow, native, memory_map=False, TPCH-02, scale_factor=1, R 0.400 s 0.381
2022-11-09 00:16 R tpch arrow, parquet, memory_map=False, TPCH-02, scale_factor=0.1, R 0.410 s 0.074
2022-11-09 00:17 R tpch arrow, parquet, memory_map=False, TPCH-02, scale_factor=1, R 0.539 s -0.062
2022-11-09 00:18 R tpch arrow, native, memory_map=False, TPCH-02, scale_factor=10, R 0.893 s 0.827
2022-11-09 00:18 R tpch arrow, parquet, memory_map=False, TPCH-02, scale_factor=10, R 1.471 s -1.039
2022-11-09 00:19 R tpch arrow, native, memory_map=False, TPCH-03, scale_factor=0.01, R 0.258 s 0.447
2022-11-09 00:19 R tpch arrow, parquet, memory_map=False, TPCH-03, scale_factor=0.01, R 0.326 s 0.056
2022-11-09 00:20 R tpch arrow, native, memory_map=False, TPCH-03, scale_factor=1, R 0.368 s 0.242
2022-11-09 00:19 R tpch arrow, native, memory_map=False, TPCH-03, scale_factor=0.1, R 0.267 s 0.443
2022-11-09 00:19 R tpch arrow, parquet, memory_map=False, TPCH-03, scale_factor=0.1, R 0.374 s -0.033
2022-11-09 00:20 R tpch arrow, parquet, memory_map=False, TPCH-03, scale_factor=1, R 0.894 s -3.361
2022-11-09 00:24 R tpch arrow, native, memory_map=False, TPCH-03, scale_factor=10, R 1.310 s -0.400
2022-11-09 00:25 R tpch arrow, parquet, memory_map=False, TPCH-03, scale_factor=10, R 7.669 s 0.150
2022-11-09 00:26 R tpch arrow, native, memory_map=False, TPCH-04, scale_factor=0.01, R 0.232 s 0.060
2022-11-09 00:26 R tpch arrow, parquet, memory_map=False, TPCH-04, scale_factor=0.01, R 0.309 s -0.903
2022-11-09 00:26 R tpch arrow, native, memory_map=False, TPCH-04, scale_factor=0.1, R 0.242 s -0.021
2022-11-09 00:26 R tpch arrow, parquet, memory_map=False, TPCH-04, scale_factor=0.1, R 0.325 s -0.797
2022-11-09 00:27 R tpch arrow, native, memory_map=False, TPCH-04, scale_factor=1, R 0.341 s -0.217
2022-11-09 00:27 R tpch arrow, parquet, memory_map=False, TPCH-04, scale_factor=1, R 0.511 s -2.546
2022-11-09 00:31 R tpch arrow, native, memory_map=False, TPCH-04, scale_factor=10, R 1.269 s -0.617
2022-11-09 00:32 R tpch arrow, parquet, memory_map=False, TPCH-04, scale_factor=10, R 3.703 s -7.669
2022-11-09 00:32 R tpch arrow, native, memory_map=False, TPCH-05, scale_factor=0.01, R 0.296 s 0.299
2022-11-09 00:32 R tpch arrow, parquet, memory_map=False, TPCH-05, scale_factor=0.01, R 0.387 s -0.189
2022-11-09 00:32 R tpch arrow, native, memory_map=False, TPCH-05, scale_factor=0.1, R 0.305 s 0.316
2022-11-09 00:32 R tpch arrow, parquet, memory_map=False, TPCH-05, scale_factor=0.1, R 0.443 s -0.369
2022-11-09 00:33 R tpch arrow, native, memory_map=False, TPCH-05, scale_factor=1, R 0.378 s 0.351
2022-11-09 00:33 R tpch arrow, parquet, memory_map=False, TPCH-05, scale_factor=1, R 0.977 s -3.472
2022-11-09 00:37 R tpch arrow, native, memory_map=False, TPCH-05, scale_factor=10, R 0.896 s 0.372
2022-11-09 00:38 R tpch arrow, parquet, memory_map=False, TPCH-05, scale_factor=10, R 8.346 s -1.345
2022-11-09 01:33 R tpch arrow, parquet, memory_map=False, TPCH-15, scale_factor=0.01, R 0.357 s -2.567
2022-11-09 01:37 R tpch arrow, native, memory_map=False, TPCH-15, scale_factor=10, R 0.821 s 0.298
2022-11-09 00:39 R tpch arrow, native, memory_map=False, TPCH-06, scale_factor=0.1, R 0.198 s -0.666
2022-11-09 00:38 R tpch arrow, native, memory_map=False, TPCH-06, scale_factor=0.01, R 0.195 s -0.394
2022-11-09 01:32 R tpch arrow, parquet, memory_map=False, TPCH-14, scale_factor=10, R 28.617 s -0.797
2022-11-09 00:39 R tpch arrow, native, memory_map=False, TPCH-06, scale_factor=1, R 0.235 s -1.127
2022-11-09 00:38 R tpch arrow, parquet, memory_map=False, TPCH-06, scale_factor=0.01, R 0.275 s -0.992
2022-11-09 00:51 R tpch arrow, native, memory_map=False, TPCH-08, scale_factor=0.1, R 0.380 s 0.253
2022-11-09 00:52 R tpch arrow, parquet, memory_map=False, TPCH-08, scale_factor=1, R 1.031 s -2.670
2022-11-09 00:44 R tpch arrow, parquet, memory_map=False, TPCH-06, scale_factor=10, R 5.783 s -9.595
2022-11-09 00:40 R tpch arrow, parquet, memory_map=False, TPCH-06, scale_factor=1, R 0.797 s -1.250
2022-11-09 00:39 R tpch arrow, parquet, memory_map=False, TPCH-06, scale_factor=0.1, R 0.324 s -1.085
2022-11-09 00:43 R tpch arrow, native, memory_map=False, TPCH-06, scale_factor=10, R 0.501 s -1.189
2022-11-09 00:44 R tpch arrow, native, memory_map=False, TPCH-07, scale_factor=0.01, R 0.328 s 0.153
2022-11-09 00:45 R tpch arrow, parquet, memory_map=False, TPCH-07, scale_factor=1, R 0.977 s -2.758
2022-11-09 00:50 R tpch arrow, parquet, memory_map=False, TPCH-07, scale_factor=10, R 8.965 s -3.143
2022-11-09 00:52 R tpch arrow, native, memory_map=False, TPCH-08, scale_factor=1, R 0.420 s 0.321
2022-11-09 00:59 R tpch arrow, parquet, memory_map=False, TPCH-09, scale_factor=1, R 1.127 s -3.349
2022-11-09 00:44 R tpch arrow, native, memory_map=False, TPCH-07, scale_factor=0.1, R 0.333 s 0.200
2022-11-09 00:45 R tpch arrow, native, memory_map=False, TPCH-07, scale_factor=1, R 0.413 s 0.255
2022-11-09 00:50 R tpch arrow, native, memory_map=False, TPCH-08, scale_factor=0.01, R 0.372 s 0.281
2022-11-09 00:44 R tpch arrow, parquet, memory_map=False, TPCH-07, scale_factor=0.01, R 0.416 s -0.287
2022-11-09 00:44 R tpch arrow, parquet, memory_map=False, TPCH-07, scale_factor=0.1, R 0.477 s -0.802
2022-11-09 00:58 R tpch arrow, parquet, memory_map=False, TPCH-09, scale_factor=0.1, R 0.478 s -0.575
2022-11-09 00:51 R tpch arrow, parquet, memory_map=False, TPCH-08, scale_factor=0.01, R 0.475 s -0.238
2022-11-09 00:58 R tpch arrow, native, memory_map=False, TPCH-09, scale_factor=1, R 0.527 s 0.121
2022-11-09 01:06 R tpch arrow, native, memory_map=False, TPCH-10, scale_factor=1, R 0.390 s 0.127
2022-11-09 00:51 R tpch arrow, parquet, memory_map=False, TPCH-08, scale_factor=0.1, R 0.525 s -0.270
2022-11-09 01:11 R tpch arrow, native, memory_map=False, TPCH-11, scale_factor=0.01, R 0.247 s 0.086
2022-11-09 01:12 R tpch arrow, parquet, memory_map=False, TPCH-11, scale_factor=0.1, R 0.437 s -1.471
2022-11-09 01:13 R tpch arrow, native, memory_map=False, TPCH-11, scale_factor=10, R 1.061 s 1.456
2022-11-09 00:57 R tpch arrow, parquet, memory_map=False, TPCH-09, scale_factor=0.01, R 0.414 s -0.572
2022-11-09 00:58 R tpch arrow, native, memory_map=False, TPCH-09, scale_factor=0.1, R 0.349 s 0.022
2022-11-09 00:50 R tpch arrow, native, memory_map=False, TPCH-07, scale_factor=10, R 1.080 s -0.214
2022-11-09 00:57 R tpch arrow, native, memory_map=False, TPCH-09, scale_factor=0.01, R 0.316 s 0.111
2022-11-09 01:05 R tpch arrow, parquet, memory_map=False, TPCH-10, scale_factor=0.1, R 0.434 s -0.736
2022-11-09 01:06 R tpch arrow, parquet, memory_map=False, TPCH-10, scale_factor=1, R 0.983 s -3.938
2022-11-09 01:10 R tpch arrow, native, memory_map=False, TPCH-10, scale_factor=10, R 1.170 s -0.029
2022-11-09 01:14 R tpch arrow, parquet, memory_map=False, TPCH-12, scale_factor=0.1, R 0.526 s -2.187
2022-11-09 01:22 R tpch arrow, parquet, memory_map=False, TPCH-13, scale_factor=0.1, R 0.553 s -1.159
2022-11-09 00:56 R tpch arrow, native, memory_map=False, TPCH-08, scale_factor=10, R 0.808 s -0.013
2022-11-09 00:57 R tpch arrow, parquet, memory_map=False, TPCH-08, scale_factor=10, R 10.349 s -2.192
2022-11-09 01:05 R tpch arrow, native, memory_map=False, TPCH-10, scale_factor=0.1, R 0.302 s 0.119
2022-11-09 01:05 R tpch arrow, native, memory_map=False, TPCH-10, scale_factor=0.01, R 0.293 s 0.169
2022-11-09 01:11 R tpch arrow, parquet, memory_map=False, TPCH-10, scale_factor=10, R 9.459 s -2.635
2022-11-09 01:22 R tpch arrow, native, memory_map=False, TPCH-13, scale_factor=0.1, R 0.393 s 0.281
2022-11-09 01:12 R tpch arrow, native, memory_map=False, TPCH-11, scale_factor=1, R 0.397 s -0.013
2022-11-09 01:12 R tpch arrow, parquet, memory_map=False, TPCH-11, scale_factor=1, R 1.240 s -2.814
2022-11-09 01:14 R tpch arrow, parquet, memory_map=False, TPCH-11, scale_factor=10, R 10.706 s -0.801
2022-11-09 01:04 R tpch arrow, parquet, memory_map=False, TPCH-09, scale_factor=10, R 11.770 s -2.124
2022-11-09 01:05 R tpch arrow, parquet, memory_map=False, TPCH-10, scale_factor=0.01, R 0.375 s -0.401
2022-11-09 01:04 R tpch arrow, native, memory_map=False, TPCH-09, scale_factor=10, R 1.361 s 0.013
2022-11-09 01:14 R tpch arrow, native, memory_map=False, TPCH-12, scale_factor=0.1, R 0.363 s 0.004
2022-11-09 01:11 R tpch arrow, parquet, memory_map=False, TPCH-11, scale_factor=0.01, R 0.343 s -1.097
2022-11-09 01:14 R tpch arrow, parquet, memory_map=False, TPCH-12, scale_factor=0.01, R 0.336 s -1.003
2022-11-09 01:12 R tpch arrow, native, memory_map=False, TPCH-11, scale_factor=0.1, R 0.275 s -0.005
2022-11-09 01:14 R tpch arrow, native, memory_map=False, TPCH-12, scale_factor=0.01, R 0.239 s -0.033
2022-11-09 01:15 R tpch arrow, parquet, memory_map=False, TPCH-12, scale_factor=1, R 3.094 s -1.277
2022-11-09 01:22 R tpch arrow, native, memory_map=False, TPCH-13, scale_factor=0.01, R 0.221 s -0.151
2022-11-09 01:25 R tpch arrow, parquet, memory_map=False, TPCH-13, scale_factor=10, R 15.417 s 0.364
2022-11-09 02:04 R tpch arrow, parquet, memory_map=False, TPCH-20, scale_factor=1, R 3.330 s 0.395
2022-11-09 01:23 R tpch arrow, parquet, memory_map=False, TPCH-13, scale_factor=1, R 1.411 s -4.622
2022-11-09 01:32 R tpch arrow, native, memory_map=False, TPCH-15, scale_factor=0.01, R 0.252 s -0.646
2022-11-09 01:34 R tpch arrow, native, memory_map=False, TPCH-15, scale_factor=1, R 0.293 s -0.098
2022-11-09 01:27 R tpch arrow, native, memory_map=False, TPCH-14, scale_factor=1, R 0.554 s 0.013
2022-11-09 01:31 R tpch arrow, native, memory_map=False, TPCH-14, scale_factor=10, R 2.341 s -1.075
2022-11-09 01:38 R tpch arrow, native, memory_map=False, TPCH-16, scale_factor=0.01, R 0.241 s -0.596
2022-11-09 01:41 R tpch arrow, parquet, memory_map=False, TPCH-16, scale_factor=10, R 11.500 s -0.205
2022-11-09 01:42 R tpch arrow, parquet, memory_map=False, TPCH-17, scale_factor=1, R 2.719 s -0.595
2022-11-09 01:22 R tpch arrow, parquet, memory_map=False, TPCH-12, scale_factor=10, R 35.044 s 1.864
2022-11-09 01:23 R tpch arrow, native, memory_map=False, TPCH-13, scale_factor=1, R 0.797 s 0.159
2022-11-09 01:24 R tpch arrow, native, memory_map=False, TPCH-13, scale_factor=10, R 4.643 s 0.573
2022-11-09 01:15 R tpch arrow, native, memory_map=False, TPCH-12, scale_factor=1, R 0.645 s -0.129
2022-11-09 01:20 R tpch arrow, native, memory_map=False, TPCH-12, scale_factor=10, R 3.549 s 1.258
2022-11-09 01:22 R tpch arrow, parquet, memory_map=False, TPCH-13, scale_factor=0.01, R 0.303 s -0.567
2022-11-09 01:25 R tpch arrow, native, memory_map=False, TPCH-14, scale_factor=0.01, R 0.253 s -0.601
2022-11-09 01:26 R tpch arrow, native, memory_map=False, TPCH-14, scale_factor=0.1, R 0.283 s -0.392
2022-11-09 01:33 R tpch arrow, native, memory_map=False, TPCH-15, scale_factor=0.1, R 0.245 s 0.036
2022-11-09 01:33 R tpch arrow, parquet, memory_map=False, TPCH-15, scale_factor=0.1, R 0.379 s -1.093
2022-11-09 01:38 R tpch arrow, parquet, memory_map=False, TPCH-15, scale_factor=10, R 6.718 s -7.612
2022-11-09 01:39 R tpch arrow, parquet, memory_map=False, TPCH-16, scale_factor=1, R 1.142 s -5.566
2022-11-09 01:40 R tpch arrow, native, memory_map=False, TPCH-16, scale_factor=10, R 1.110 s 0.900
2022-11-09 01:48 R tpch arrow, parquet, memory_map=False, TPCH-18, scale_factor=0.01, R 0.326 s -1.007
2022-11-09 02:04 R tpch arrow, native, memory_map=False, TPCH-20, scale_factor=1, R 0.354 s 0.123
2022-11-09 02:11 R tpch arrow, parquet, memory_map=False, TPCH-21, scale_factor=0.01, R 0.539 s -0.405
2022-11-09 01:26 R tpch arrow, parquet, memory_map=False, TPCH-14, scale_factor=0.01, R 0.351 s -1.321
2022-11-09 01:26 R tpch arrow, parquet, memory_map=False, TPCH-14, scale_factor=0.1, R 0.544 s -2.996
2022-11-09 01:38 R tpch arrow, native, memory_map=False, TPCH-16, scale_factor=0.1, R 0.265 s -0.062
2022-11-09 01:41 R tpch arrow, parquet, memory_map=False, TPCH-17, scale_factor=0.01, R 0.359 s -1.229
2022-11-09 01:41 R tpch arrow, native, memory_map=False, TPCH-17, scale_factor=0.1, R 0.266 s -0.192
2022-11-09 01:48 R tpch arrow, native, memory_map=False, TPCH-18, scale_factor=0.01, R 0.244 s -0.767
2022-11-09 01:48 R tpch arrow, native, memory_map=False, TPCH-18, scale_factor=0.1, R 0.263 s -0.559
2022-11-09 01:55 R tpch arrow, native, memory_map=False, TPCH-19, scale_factor=0.01, R 0.309 s -1.403
2022-11-09 01:27 R tpch arrow, parquet, memory_map=False, TPCH-14, scale_factor=1, R 2.528 s -0.221
2022-11-09 01:34 R tpch arrow, parquet, memory_map=False, TPCH-15, scale_factor=1, R 0.998 s -4.658
2022-11-09 01:39 R tpch arrow, native, memory_map=False, TPCH-16, scale_factor=1, R 0.393 s 0.333
2022-11-09 01:41 R tpch arrow, native, memory_map=False, TPCH-17, scale_factor=0.01, R 0.255 s -0.051
2022-11-09 01:46 R tpch arrow, native, memory_map=False, TPCH-17, scale_factor=10, R 0.920 s -0.360
2022-11-09 01:48 R tpch arrow, parquet, memory_map=False, TPCH-17, scale_factor=10, R 33.268 s -14.784
2022-11-09 01:49 R tpch arrow, parquet, memory_map=False, TPCH-18, scale_factor=0.1, R 0.372 s -1.501
2022-11-09 01:49 R tpch arrow, parquet, memory_map=False, TPCH-18, scale_factor=1, R 0.881 s -5.141
2022-11-09 01:38 R tpch arrow, parquet, memory_map=False, TPCH-16, scale_factor=0.01, R 0.317 s -0.903
2022-11-09 01:39 R tpch arrow, parquet, memory_map=False, TPCH-16, scale_factor=0.1, R 0.404 s -1.601
2022-11-09 01:41 R tpch arrow, parquet, memory_map=False, TPCH-17, scale_factor=0.1, R 0.542 s -1.515
2022-11-09 02:03 R tpch arrow, parquet, memory_map=False, TPCH-20, scale_factor=0.1, R 0.578 s -2.489
2022-11-09 02:10 R tpch arrow, parquet, memory_map=False, TPCH-20, scale_factor=10, R 36.720 s -0.945
2022-11-09 01:42 R tpch arrow, native, memory_map=False, TPCH-17, scale_factor=1, R 0.318 s -0.089
2022-11-09 01:49 R tpch arrow, native, memory_map=False, TPCH-18, scale_factor=1, R 0.501 s 0.426
2022-11-09 01:56 R tpch arrow, parquet, memory_map=False, TPCH-19, scale_factor=0.1, R 0.642 s -3.216
2022-11-09 02:10 R tpch arrow, native, memory_map=False, TPCH-21, scale_factor=0.01, R 0.429 s 0.250
2022-11-09 02:11 R tpch arrow, parquet, memory_map=False, TPCH-21, scale_factor=0.1, R 0.973 s -0.609
2022-11-09 02:19 R tpch arrow, native, memory_map=False, TPCH-21, scale_factor=10, R 38.515 s 0.422
2022-11-09 02:22 R tpch arrow, parquet, memory_map=False, TPCH-22, scale_factor=0.01, R 0.319 s -1.097
2022-11-09 02:25 R tpch arrow, parquet, memory_map=False, TPCH-22, scale_factor=10, R 11.050 s 1.075
2022-11-09 01:55 R tpch arrow, parquet, memory_map=False, TPCH-19, scale_factor=0.01, R 0.405 s -2.207
2022-11-09 01:56 R tpch arrow, native, memory_map=False, TPCH-19, scale_factor=1, R 1.144 s 0.595
2022-11-09 02:02 R tpch arrow, parquet, memory_map=False, TPCH-19, scale_factor=10, R 30.823 s -2.066
2022-11-09 02:03 R tpch arrow, parquet, memory_map=False, TPCH-20, scale_factor=0.01, R 0.413 s -0.939
2022-11-09 02:08 R tpch arrow, native, memory_map=False, TPCH-20, scale_factor=10, R 0.907 s -0.068
2022-11-09 01:54 R tpch arrow, native, memory_map=False, TPCH-18, scale_factor=10, R 4.348 s 1.030
2022-11-09 01:55 R tpch arrow, native, memory_map=False, TPCH-19, scale_factor=0.1, R 0.491 s -0.775
2022-11-09 01:56 R tpch arrow, parquet, memory_map=False, TPCH-19, scale_factor=1, R 3.024 s 0.719
2022-11-09 02:24 R tpch arrow, native, memory_map=False, TPCH-22, scale_factor=10, R 0.386 s 0.671
2022-11-09 01:55 R tpch arrow, parquet, memory_map=False, TPCH-18, scale_factor=10, R 13.149 s -0.824
2022-11-09 02:03 R tpch arrow, native, memory_map=False, TPCH-20, scale_factor=0.1, R 0.305 s 0.092
2022-11-09 02:12 R tpch arrow, native, memory_map=False, TPCH-21, scale_factor=1, R 3.488 s 1.085
2022-11-09 02:22 R tpch arrow, parquet, memory_map=False, TPCH-21, scale_factor=10, R 52.690 s 0.034
2022-11-09 02:22 R tpch arrow, native, memory_map=False, TPCH-22, scale_factor=0.01, R 0.232 s -0.284
2022-11-09 02:01 R tpch arrow, native, memory_map=False, TPCH-19, scale_factor=10, R 8.589 s 0.975
2022-11-09 02:03 R tpch arrow, native, memory_map=False, TPCH-20, scale_factor=0.01, R 0.312 s -0.570
2022-11-09 02:12 R tpch arrow, parquet, memory_map=False, TPCH-21, scale_factor=1, R 4.992 s 0.371
2022-11-09 02:22 R tpch arrow, native, memory_map=False, TPCH-22, scale_factor=0.1, R 0.237 s -0.162
2022-11-09 02:23 R tpch arrow, parquet, memory_map=False, TPCH-22, scale_factor=1, R 0.819 s -2.953
2022-11-09 02:11 R tpch arrow, native, memory_map=False, TPCH-21, scale_factor=0.1, R 0.808 s 0.462
2022-11-09 02:23 R tpch arrow, native, memory_map=False, TPCH-22, scale_factor=1, R 0.268 s -0.317
2022-11-09 02:23 R tpch arrow, parquet, memory_map=False, TPCH-22, scale_factor=0.1, R 0.364 s -1.369