Top Outliers
Benchmarks
Date Lang Batch Benchmark Mean Z-Score Error
2023-01-14 06:40 R tpch arrow, native, memory_map=False, TPCH-01, scale_factor=1, R 0.316 s -0.401
2023-01-14 06:40 R tpch arrow, native, memory_map=False, TPCH-01, scale_factor=0.1, R 0.158 s -2.058
2023-01-14 06:40 R tpch arrow, native, memory_map=False, TPCH-01, scale_factor=0.01, R 0.144 s -1.575
2023-01-14 06:40 R tpch arrow, parquet, memory_map=False, TPCH-01, scale_factor=0.01, R 0.174 s -1.312
2023-01-14 06:40 R tpch arrow, parquet, memory_map=False, TPCH-01, scale_factor=1, R 0.553 s -2.984
2023-01-14 06:40 R tpch arrow, parquet, memory_map=False, TPCH-01, scale_factor=0.1, R 0.208 s -1.576
2023-01-14 06:41 R tpch arrow, native, memory_map=False, TPCH-01, scale_factor=10, R 1.899 s 0.118
2023-01-14 06:41 R tpch arrow, parquet, memory_map=False, TPCH-02, scale_factor=0.1, R 0.247 s -2.083
2023-01-14 06:41 R tpch arrow, parquet, memory_map=False, TPCH-01, scale_factor=10, R 3.568 s -0.436
2023-01-14 06:41 R tpch arrow, native, memory_map=False, TPCH-02, scale_factor=0.1, R 0.202 s -0.908
2023-01-14 06:41 R tpch arrow, native, memory_map=False, TPCH-02, scale_factor=0.01, R 0.197 s -2.873
2023-01-14 06:41 R tpch arrow, parquet, memory_map=False, TPCH-02, scale_factor=0.01, R 0.236 s -1.933
2023-01-14 06:42 R tpch arrow, parquet, memory_map=False, TPCH-02, scale_factor=10, R 1.166 s -1.380
2023-01-14 06:42 R tpch arrow, parquet, memory_map=False, TPCH-02, scale_factor=1, R 0.327 s -0.346
2023-01-14 06:42 R tpch arrow, native, memory_map=False, TPCH-02, scale_factor=1, R 0.256 s -0.584
2023-01-14 06:42 R tpch arrow, native, memory_map=False, TPCH-02, scale_factor=10, R 0.811 s -0.565
2023-01-14 06:42 R tpch arrow, native, memory_map=False, TPCH-03, scale_factor=0.01, R 0.162 s -0.959
2023-01-14 06:43 R tpch arrow, parquet, memory_map=False, TPCH-03, scale_factor=0.1, R 0.220 s 0.221
2023-01-14 06:42 R tpch arrow, native, memory_map=False, TPCH-03, scale_factor=0.1, R 0.170 s -2.126
2023-01-14 06:45 R tpch arrow, parquet, memory_map=False, TPCH-05, scale_factor=0.01, R 0.222 s -0.431
2023-01-14 06:50 R tpch arrow, native, memory_map=False, TPCH-07, scale_factor=10, R 0.952 s 1.053
2023-01-14 06:42 R tpch arrow, parquet, memory_map=False, TPCH-03, scale_factor=0.01, R 0.193 s -0.873
2023-01-14 06:44 R tpch arrow, native, memory_map=False, TPCH-04, scale_factor=0.01, R 0.142 s -2.080
2023-01-14 06:47 R tpch arrow, native, memory_map=False, TPCH-06, scale_factor=1, R 0.150 s -2.313
2023-01-14 06:49 R tpch arrow, parquet, memory_map=False, TPCH-07, scale_factor=0.1, R 0.271 s -2.772
2023-01-14 06:44 R tpch arrow, parquet, memory_map=False, TPCH-04, scale_factor=0.01, R 0.167 s -1.387
2023-01-14 06:44 R tpch arrow, parquet, memory_map=False, TPCH-04, scale_factor=1, R 0.270 s 0.395
2023-01-14 06:45 R tpch arrow, native, memory_map=False, TPCH-04, scale_factor=10, R 1.211 s 1.677
2023-01-14 06:46 R tpch arrow, parquet, memory_map=False, TPCH-05, scale_factor=0.1, R 0.253 s -0.716
2023-01-14 06:47 R tpch arrow, native, memory_map=False, TPCH-05, scale_factor=10, R 0.815 s -0.182
2023-01-14 06:47 R tpch arrow, parquet, memory_map=False, TPCH-06, scale_factor=0.01, R 0.144 s -1.996
2023-01-14 06:49 R tpch arrow, native, memory_map=False, TPCH-07, scale_factor=0.1, R 0.207 s -1.813
2023-01-14 06:44 R tpch arrow, parquet, memory_map=False, TPCH-04, scale_factor=0.1, R 0.175 s -0.473
2023-01-14 06:44 R tpch arrow, native, memory_map=False, TPCH-04, scale_factor=1, R 0.247 s 0.848
2023-01-14 06:48 R tpch arrow, parquet, memory_map=False, TPCH-06, scale_factor=10, R 2.519 s -0.531
2023-01-14 06:48 R tpch arrow, parquet, memory_map=False, TPCH-07, scale_factor=0.01, R 0.242 s -2.351
2023-01-14 06:44 R tpch arrow, parquet, memory_map=False, TPCH-03, scale_factor=10, R 3.067 s -0.970
2023-01-14 06:45 R tpch arrow, native, memory_map=False, TPCH-05, scale_factor=0.01, R 0.184 s -2.388
2023-01-14 06:47 R tpch arrow, native, memory_map=False, TPCH-06, scale_factor=0.1, R 0.118 s -2.017
2023-01-14 06:52 R tpch arrow, native, memory_map=False, TPCH-09, scale_factor=0.1, R 0.207 s -1.459
2023-01-14 06:43 R tpch arrow, native, memory_map=False, TPCH-03, scale_factor=1, R 0.264 s 0.572
2023-01-14 06:43 R tpch arrow, native, memory_map=False, TPCH-03, scale_factor=10, R 1.222 s 0.545
2023-01-14 06:43 R tpch arrow, parquet, memory_map=False, TPCH-03, scale_factor=1, R 0.485 s -1.701
2023-01-14 06:46 R tpch arrow, native, memory_map=False, TPCH-05, scale_factor=0.1, R 0.188 s -1.460
2023-01-14 06:44 R tpch arrow, native, memory_map=False, TPCH-04, scale_factor=0.1, R 0.147 s 0.050
2023-01-14 06:46 R tpch arrow, parquet, memory_map=False, TPCH-05, scale_factor=1, R 0.525 s -1.673
2023-01-14 06:47 R tpch arrow, native, memory_map=False, TPCH-06, scale_factor=0.01, R 0.115 s -2.615
2023-01-14 06:45 R tpch arrow, parquet, memory_map=False, TPCH-04, scale_factor=10, R 1.076 s -0.633
2023-01-14 06:47 R tpch arrow, parquet, memory_map=False, TPCH-05, scale_factor=10, R 3.157 s -2.113
2023-01-14 06:48 R tpch arrow, native, memory_map=False, TPCH-06, scale_factor=10, R 0.471 s -0.690
2023-01-14 06:46 R tpch arrow, native, memory_map=False, TPCH-05, scale_factor=1, R 0.244 s -1.388
2023-01-14 06:47 R tpch arrow, parquet, memory_map=False, TPCH-06, scale_factor=0.1, R 0.168 s -1.275
2023-01-14 06:48 R tpch arrow, parquet, memory_map=False, TPCH-06, scale_factor=1, R 0.394 s -0.141
2023-01-14 06:48 R tpch arrow, native, memory_map=False, TPCH-07, scale_factor=0.01, R 0.202 s -1.289
2023-01-14 06:49 R tpch arrow, native, memory_map=False, TPCH-07, scale_factor=1, R 0.281 s -1.701
2023-01-14 06:49 R tpch arrow, parquet, memory_map=False, TPCH-07, scale_factor=1, R 0.546 s -3.894
2023-01-14 06:50 R tpch arrow, native, memory_map=False, TPCH-08, scale_factor=0.01, R 0.234 s -1.779
2023-01-14 06:50 R tpch arrow, parquet, memory_map=False, TPCH-08, scale_factor=0.1, R 0.314 s -3.499
2023-01-14 06:52 R tpch arrow, parquet, memory_map=False, TPCH-09, scale_factor=1, R 0.617 s -0.319
2023-01-14 06:55 R tpch arrow, native, memory_map=False, TPCH-11, scale_factor=0.1, R 0.165 s -0.869
2023-01-14 06:56 R tpch arrow, parquet, memory_map=False, TPCH-11, scale_factor=10, R 3.712 s -1.715
2023-01-14 06:58 R tpch arrow, native, memory_map=False, TPCH-12, scale_factor=10, R 3.422 s -4.725
2023-01-14 06:59 R tpch arrow, native, memory_map=False, TPCH-13, scale_factor=1, R 0.646 s -4.722
2023-01-14 06:50 R tpch arrow, parquet, memory_map=False, TPCH-07, scale_factor=10, R 3.274 s -5.555
2023-01-14 06:50 R tpch arrow, parquet, memory_map=False, TPCH-08, scale_factor=0.01, R 0.282 s -1.474
2023-01-14 06:52 R tpch arrow, native, memory_map=False, TPCH-09, scale_factor=0.01, R 0.192 s -2.443
2023-01-14 06:52 R tpch arrow, parquet, memory_map=False, TPCH-09, scale_factor=0.1, R 0.272 s -0.283
2023-01-14 06:54 R tpch arrow, parquet, memory_map=False, TPCH-10, scale_factor=0.01, R 0.215 s -2.932
2023-01-14 06:54 R tpch arrow, native, memory_map=False, TPCH-10, scale_factor=0.1, R 0.358 s -141.669
2023-01-14 06:50 R tpch arrow, native, memory_map=False, TPCH-08, scale_factor=0.1, R 0.236 s -0.120
2023-01-14 06:53 R tpch arrow, native, memory_map=False, TPCH-10, scale_factor=0.01, R 0.178 s -0.877
2023-01-14 06:55 R tpch arrow, native, memory_map=False, TPCH-10, scale_factor=10, R 1.019 s 0.613
2023-01-14 06:55 R tpch arrow, parquet, memory_map=False, TPCH-10, scale_factor=10, R 3.325 s -0.805
2023-01-14 06:56 R tpch arrow, native, memory_map=False, TPCH-12, scale_factor=0.01, R 0.147 s -2.229
2023-01-14 07:00 R tpch arrow, native, memory_map=False, TPCH-14, scale_factor=0.1, R 0.180 s -1.734
2023-01-14 06:51 R tpch arrow, native, memory_map=False, TPCH-08, scale_factor=1, R 0.275 s -3.055
2023-01-14 06:51 R tpch arrow, parquet, memory_map=False, TPCH-08, scale_factor=1, R 0.583 s -2.865
2023-01-14 06:53 R tpch arrow, native, memory_map=False, TPCH-09, scale_factor=10, R 1.141 s -1.144
2023-01-14 06:54 R tpch arrow, native, memory_map=False, TPCH-10, scale_factor=1, R 0.262 s 0.661
2023-01-14 06:56 R tpch arrow, native, memory_map=False, TPCH-11, scale_factor=1, R 0.267 s -1.510
2023-01-14 06:56 R tpch arrow, native, memory_map=False, TPCH-11, scale_factor=10, R 1.467 s -0.645
2023-01-14 06:57 R tpch arrow, parquet, memory_map=False, TPCH-12, scale_factor=0.01, R 0.185 s -1.466
2023-01-14 06:58 R tpch arrow, parquet, memory_map=False, TPCH-12, scale_factor=10, R 9.381 s -4.357
2023-01-14 06:51 R tpch arrow, native, memory_map=False, TPCH-08, scale_factor=10, R 0.656 s -0.519
2023-01-14 06:52 R tpch arrow, parquet, memory_map=False, TPCH-08, scale_factor=10, R 3.415 s -2.368
2023-01-14 06:54 R tpch arrow, parquet, memory_map=False, TPCH-10, scale_factor=0.1, R 0.248 s -3.072
2023-01-14 06:55 R tpch arrow, native, memory_map=False, TPCH-11, scale_factor=0.01, R 0.149 s -1.528
2023-01-14 06:59 R tpch arrow, native, memory_map=False, TPCH-13, scale_factor=0.01, R 0.128 s 0.190
2023-01-14 06:52 R tpch arrow, parquet, memory_map=False, TPCH-09, scale_factor=0.01, R 0.233 s -2.350
2023-01-14 06:53 R tpch arrow, parquet, memory_map=False, TPCH-09, scale_factor=10, R 4.030 s -0.009
2023-01-14 06:56 R tpch arrow, parquet, memory_map=False, TPCH-11, scale_factor=1, R 0.527 s -3.856
2023-01-14 06:52 R tpch arrow, native, memory_map=False, TPCH-09, scale_factor=1, R 0.302 s -1.505
2023-01-14 06:54 R tpch arrow, parquet, memory_map=False, TPCH-10, scale_factor=1, R 0.533 s 0.177
2023-01-14 07:00 R tpch arrow, parquet, memory_map=False, TPCH-13, scale_factor=10, R 7.306 s -1.485
2023-01-14 07:01 R tpch arrow, parquet, memory_map=False, TPCH-14, scale_factor=0.1, R 0.266 s -2.231
2023-01-14 07:03 R tpch arrow, native, memory_map=False, TPCH-15, scale_factor=1, R 0.211 s -0.044
2023-01-14 07:03 R tpch arrow, native, memory_map=False, TPCH-15, scale_factor=10, R 0.859 s -0.269
2023-01-14 07:03 R tpch arrow, parquet, memory_map=False, TPCH-15, scale_factor=10, R 3.098 s -2.072
2023-01-14 06:55 R tpch arrow, parquet, memory_map=False, TPCH-11, scale_factor=0.01, R 0.188 s -1.460
2023-01-14 06:56 R tpch arrow, parquet, memory_map=False, TPCH-11, scale_factor=0.1, R 0.227 s -2.338
2023-01-14 06:57 R tpch arrow, native, memory_map=False, TPCH-12, scale_factor=0.1, R 0.207 s -3.532
2023-01-14 06:57 R tpch arrow, parquet, memory_map=False, TPCH-12, scale_factor=0.1, R 0.280 s -0.675
2023-01-14 06:57 R tpch arrow, native, memory_map=False, TPCH-12, scale_factor=1, R 0.482 s -3.893
2023-01-14 07:02 R tpch arrow, native, memory_map=False, TPCH-15, scale_factor=0.1, R 0.152 s -0.324
2023-01-14 07:05 R tpch arrow, parquet, memory_map=False, TPCH-16, scale_factor=10, R 3.135 s -1.582
2023-01-14 07:05 R tpch arrow, native, memory_map=False, TPCH-17, scale_factor=0.01, R 0.155 s -3.269
2023-01-14 07:05 R tpch arrow, parquet, memory_map=False, TPCH-17, scale_factor=0.1, R 0.282 s -0.701
2023-01-14 06:59 R tpch arrow, parquet, memory_map=False, TPCH-13, scale_factor=1, R 0.893 s -0.925
2023-01-14 07:01 R tpch arrow, parquet, memory_map=False, TPCH-14, scale_factor=1, R 1.001 s -2.078
2023-01-14 07:02 R tpch arrow, native, memory_map=False, TPCH-15, scale_factor=0.01, R 0.147 s -0.391
2023-01-14 07:04 R tpch arrow, native, memory_map=False, TPCH-16, scale_factor=0.01, R 0.138 s -1.306
2023-01-14 06:57 R tpch arrow, parquet, memory_map=False, TPCH-12, scale_factor=1, R 1.207 s -2.954
2023-01-14 06:59 R tpch arrow, parquet, memory_map=False, TPCH-13, scale_factor=0.01, R 0.170 s -1.319
2023-01-14 06:59 R tpch arrow, native, memory_map=False, TPCH-13, scale_factor=0.1, R 0.228 s -2.185
2023-01-14 07:00 R tpch arrow, native, memory_map=False, TPCH-13, scale_factor=10, R 5.096 s -3.794
2023-01-14 06:59 R tpch arrow, parquet, memory_map=False, TPCH-13, scale_factor=0.1, R 0.296 s -0.744
2023-01-14 07:00 R tpch arrow, native, memory_map=False, TPCH-14, scale_factor=0.01, R 0.155 s -1.485
2023-01-14 07:00 R tpch arrow, parquet, memory_map=False, TPCH-14, scale_factor=0.01, R 0.195 s -2.025
2023-01-14 07:06 R tpch arrow, parquet, memory_map=False, TPCH-17, scale_factor=10, R 9.493 s 0.030
2023-01-14 07:07 R tpch arrow, native, memory_map=False, TPCH-18, scale_factor=0.01, R 0.138 s -1.911
2023-01-14 07:03 R tpch arrow, parquet, memory_map=False, TPCH-15, scale_factor=1, R 0.483 s -1.219
2023-01-14 07:05 R tpch arrow, native, memory_map=False, TPCH-17, scale_factor=1, R 0.222 s -2.111
2023-01-14 07:05 R tpch arrow, parquet, memory_map=False, TPCH-17, scale_factor=1, R 1.270 s -2.878
2023-01-14 07:06 R tpch arrow, native, memory_map=False, TPCH-17, scale_factor=10, R 0.854 s -0.025
2023-01-14 07:02 R tpch arrow, parquet, memory_map=False, TPCH-14, scale_factor=10, R 7.667 s -2.831
2023-01-14 07:02 R tpch arrow, parquet, memory_map=False, TPCH-15, scale_factor=0.01, R 0.181 s -0.268
2023-01-14 07:01 R tpch arrow, native, memory_map=False, TPCH-14, scale_factor=1, R 0.363 s -1.491
2023-01-14 07:01 R tpch arrow, native, memory_map=False, TPCH-14, scale_factor=10, R 2.210 s -2.613
2023-01-14 07:02 R tpch arrow, parquet, memory_map=False, TPCH-15, scale_factor=0.1, R 0.208 s -0.217
2023-01-14 07:04 R tpch arrow, native, memory_map=False, TPCH-16, scale_factor=0.1, R 0.156 s 0.019
2023-01-14 07:07 R tpch arrow, parquet, memory_map=False, TPCH-18, scale_factor=1, R 0.539 s -0.775
2023-01-14 07:05 R tpch arrow, parquet, memory_map=False, TPCH-17, scale_factor=0.01, R 0.197 s -1.253
2023-01-14 07:07 R tpch arrow, native, memory_map=False, TPCH-18, scale_factor=1, R 0.328 s -1.041
2023-01-14 07:04 R tpch arrow, parquet, memory_map=False, TPCH-16, scale_factor=0.01, R 0.172 s -2.013
2023-01-14 07:04 R tpch arrow, parquet, memory_map=False, TPCH-16, scale_factor=1, R 0.454 s -0.659
2023-01-14 07:04 R tpch arrow, native, memory_map=False, TPCH-16, scale_factor=10, R 1.162 s -1.563
2023-01-14 07:05 R tpch arrow, native, memory_map=False, TPCH-17, scale_factor=0.1, R 0.157 s -1.508
2023-01-14 07:07 R tpch arrow, parquet, memory_map=False, TPCH-18, scale_factor=0.01, R 0.174 s -1.350
2023-01-14 07:04 R tpch arrow, parquet, memory_map=False, TPCH-16, scale_factor=0.1, R 0.209 s -1.035
2023-01-14 07:04 R tpch arrow, native, memory_map=False, TPCH-16, scale_factor=1, R 0.241 s -0.679
2023-01-14 07:07 R tpch arrow, parquet, memory_map=False, TPCH-18, scale_factor=0.1, R 0.199 s -0.823
2023-01-14 07:07 R tpch arrow, native, memory_map=False, TPCH-18, scale_factor=0.1, R 0.150 s -0.843
2023-01-14 07:08 R tpch arrow, parquet, memory_map=False, TPCH-19, scale_factor=0.01, R 0.228 s -0.810
2023-01-14 07:08 R tpch arrow, native, memory_map=False, TPCH-18, scale_factor=10, R 2.996 s -0.957
2023-01-14 07:08 R tpch arrow, native, memory_map=False, TPCH-19, scale_factor=0.01, R 0.188 s -1.834
2023-01-14 07:08 R tpch arrow, parquet, memory_map=False, TPCH-18, scale_factor=10, R 4.449 s -0.481
2023-01-14 07:09 R tpch arrow, native, memory_map=False, TPCH-19, scale_factor=1, R 0.969 s -0.090
2023-01-14 07:09 R tpch arrow, parquet, memory_map=False, TPCH-19, scale_factor=0.1, R 0.332 s 0.246
2023-01-14 07:09 R tpch arrow, native, memory_map=False, TPCH-19, scale_factor=0.1, R 0.257 s -0.228
2023-01-14 07:09 R tpch arrow, parquet, memory_map=False, TPCH-19, scale_factor=1, R 1.605 s -3.304
2023-01-14 07:10 R tpch arrow, native, memory_map=False, TPCH-19, scale_factor=10, R 10.209 s -0.360
2023-01-14 07:11 R tpch arrow, native, memory_map=False, TPCH-20, scale_factor=0.1, R 0.184 s -1.388
2023-01-14 07:11 R tpch arrow, native, memory_map=False, TPCH-20, scale_factor=0.01, R 0.182 s -2.934
2023-01-14 07:11 R tpch arrow, parquet, memory_map=False, TPCH-19, scale_factor=10, R 14.997 s -3.016
2023-01-14 07:12 R tpch arrow, native, memory_map=False, TPCH-20, scale_factor=1, R 0.238 s -2.139
2023-01-14 07:11 R tpch arrow, parquet, memory_map=False, TPCH-20, scale_factor=0.01, R 0.231 s -1.856
2023-01-14 07:12 R tpch arrow, parquet, memory_map=False, TPCH-20, scale_factor=1, R 1.115 s -1.365
2023-01-14 07:11 R tpch arrow, parquet, memory_map=False, TPCH-20, scale_factor=0.1, R 0.303 s -2.768
2023-01-14 07:12 R tpch arrow, native, memory_map=False, TPCH-20, scale_factor=10, R 0.780 s 0.452
2023-01-14 07:13 R tpch arrow, parquet, memory_map=False, TPCH-20, scale_factor=10, R 8.356 s -0.751
2023-01-14 07:13 R tpch arrow, native, memory_map=False, TPCH-21, scale_factor=0.01, R 0.277 s -1.789
2023-01-14 07:13 R tpch arrow, parquet, memory_map=False, TPCH-21, scale_factor=0.01, R 0.325 s -2.353
2023-01-14 07:13 R tpch arrow, parquet, memory_map=False, TPCH-21, scale_factor=0.1, R 0.604 s 0.025
2023-01-14 07:14 R tpch arrow, native, memory_map=False, TPCH-21, scale_factor=1, R 2.607 s -2.957
2023-01-14 07:13 R tpch arrow, native, memory_map=False, TPCH-21, scale_factor=0.1, R 0.505 s -1.688
2023-01-14 07:14 R tpch arrow, parquet, memory_map=False, TPCH-21, scale_factor=1, R 3.220 s -3.231
2023-01-14 07:15 R tpch arrow, native, memory_map=False, TPCH-22, scale_factor=1, R 0.159 s -1.485
2023-01-14 07:15 R tpch arrow, native, memory_map=False, TPCH-22, scale_factor=0.01, R 0.136 s 0.135
2023-01-14 07:15 R tpch arrow, native, memory_map=False, TPCH-22, scale_factor=0.1, R 0.140 s -1.225
2023-01-14 07:15 R tpch arrow, parquet, memory_map=False, TPCH-22, scale_factor=0.1, R 0.193 s -1.484
2023-01-14 07:15 R tpch arrow, parquet, memory_map=False, TPCH-22, scale_factor=1, R 0.393 s -3.014
2023-01-14 07:15 R tpch arrow, parquet, memory_map=False, TPCH-22, scale_factor=0.01, R 0.171 s -1.781
2023-01-14 07:15 R tpch arrow, native, memory_map=False, TPCH-22, scale_factor=10, R 0.324 s -1.202
2023-01-14 07:16 R tpch arrow, parquet, memory_map=False, TPCH-22, scale_factor=10, R 2.410 s -1.185