Top Outliers
Benchmarks
Date Lang Batch Benchmark Mean Z-Score Error
2022-11-08 07:33 R tpch arrow, parquet, memory_map=False, TPCH-01, scale_factor=0.1, R 0.204 s 0.153
2022-11-08 07:34 R tpch arrow, native, memory_map=False, TPCH-02, scale_factor=0.1, R 0.197 s 0.629
2022-11-08 07:35 R tpch arrow, native, memory_map=False, TPCH-02, scale_factor=1, R 0.255 s 0.539
2022-11-08 07:35 R tpch arrow, parquet, memory_map=False, TPCH-02, scale_factor=10, R 1.175 s -0.128
2022-11-08 07:33 R tpch arrow, parquet, memory_map=False, TPCH-01, scale_factor=0.01, R 0.169 s 0.560
2022-11-08 07:37 R tpch arrow, native, memory_map=False, TPCH-04, scale_factor=0.1, R 0.143 s 0.668
2022-11-08 07:33 R tpch arrow, native, memory_map=False, TPCH-01, scale_factor=0.1, R 0.152 s 0.184
2022-11-08 07:34 R tpch arrow, parquet, memory_map=False, TPCH-02, scale_factor=0.01, R 0.229 s 0.482
2022-11-08 07:35 R tpch arrow, parquet, memory_map=False, TPCH-03, scale_factor=0.01, R 0.190 s 0.473
2022-11-08 07:36 R tpch arrow, native, memory_map=False, TPCH-03, scale_factor=10, R 1.366 s 0.838
2022-11-08 07:39 R tpch arrow, native, memory_map=False, TPCH-05, scale_factor=1, R 0.236 s 0.733
2022-11-08 07:40 R tpch arrow, native, memory_map=False, TPCH-06, scale_factor=1, R 0.147 s 0.307
2022-11-08 07:33 R tpch arrow, parquet, memory_map=False, TPCH-01, scale_factor=1, R 0.542 s -0.130
2022-11-08 07:35 R tpch arrow, native, memory_map=False, TPCH-03, scale_factor=0.01, R 0.157 s 0.655
2022-11-08 07:39 R tpch arrow, parquet, memory_map=False, TPCH-05, scale_factor=1, R 0.514 s 0.361
2022-11-08 07:42 R tpch arrow, parquet, memory_map=False, TPCH-07, scale_factor=1, R 0.538 s 0.083
2022-11-08 07:43 R tpch arrow, native, memory_map=False, TPCH-07, scale_factor=10, R 0.946 s 0.655
2022-11-08 07:49 R tpch arrow, native, memory_map=False, TPCH-12, scale_factor=0.01, R 0.141 s 0.456
2022-11-08 07:53 R tpch arrow, parquet, memory_map=False, TPCH-13, scale_factor=10, R 7.142 s -0.241
2022-11-08 07:34 R tpch arrow, parquet, memory_map=False, TPCH-01, scale_factor=10, R 3.526 s 0.079
2022-11-08 07:40 R tpch arrow, native, memory_map=False, TPCH-05, scale_factor=10, R 0.812 s 0.747
2022-11-08 07:40 R tpch arrow, native, memory_map=False, TPCH-06, scale_factor=0.01, R 0.112 s 0.395
2022-11-08 07:42 R tpch arrow, native, memory_map=False, TPCH-07, scale_factor=0.1, R 0.200 s 0.587
2022-11-08 07:45 R tpch arrow, parquet, memory_map=False, TPCH-09, scale_factor=0.1, R 0.265 s 0.514
2022-11-08 07:34 R tpch arrow, native, memory_map=False, TPCH-02, scale_factor=0.01, R 0.191 s 0.529
2022-11-08 07:41 R tpch arrow, parquet, memory_map=False, TPCH-07, scale_factor=0.01, R 0.236 s 0.430
2022-11-08 07:47 R tpch arrow, native, memory_map=False, TPCH-10, scale_factor=0.1, R 0.181 s 0.512
2022-11-08 07:51 R tpch arrow, parquet, memory_map=False, TPCH-13, scale_factor=0.01, R 0.159 s 0.444
2022-11-08 07:55 R tpch arrow, parquet, memory_map=False, TPCH-15, scale_factor=1, R 0.474 s -0.094
2022-11-08 07:43 R tpch arrow, parquet, memory_map=False, TPCH-08, scale_factor=0.1, R 0.301 s 0.530
2022-11-08 07:45 R tpch arrow, parquet, memory_map=False, TPCH-09, scale_factor=1, R 0.610 s 0.437
2022-11-08 07:33 R tpch arrow, native, memory_map=False, TPCH-01, scale_factor=0.01, R 0.140 s 0.080
2022-11-08 07:35 R tpch arrow, parquet, memory_map=False, TPCH-02, scale_factor=1, R 0.323 s 0.375
2022-11-08 07:38 R tpch arrow, parquet, memory_map=False, TPCH-04, scale_factor=10, R 1.073 s 0.101
2022-11-08 07:52 R tpch arrow, parquet, memory_map=False, TPCH-13, scale_factor=0.1, R 0.280 s 0.643
2022-11-08 07:53 R tpch arrow, parquet, memory_map=False, TPCH-14, scale_factor=0.1, R 0.255 s 0.309
2022-11-08 07:57 R tpch arrow, parquet, memory_map=False, TPCH-16, scale_factor=10, R 3.094 s 0.317
2022-11-08 07:35 R tpch arrow, native, memory_map=False, TPCH-02, scale_factor=10, R 0.837 s 0.582
2022-11-08 07:37 R tpch arrow, parquet, memory_map=False, TPCH-04, scale_factor=1, R 0.267 s 0.659
2022-11-08 07:48 R tpch arrow, native, memory_map=False, TPCH-10, scale_factor=10, R 1.131 s 1.140
2022-11-08 08:00 R tpch arrow, native, memory_map=False, TPCH-18, scale_factor=1, R 0.329 s 0.501
2022-11-08 07:43 R tpch arrow, parquet, memory_map=False, TPCH-08, scale_factor=0.01, R 0.275 s 0.483
2022-11-08 07:56 R tpch arrow, native, memory_map=False, TPCH-15, scale_factor=10, R 0.856 s 0.686
2022-11-08 07:39 R tpch arrow, native, memory_map=False, TPCH-05, scale_factor=0.1, R 0.181 s 0.753
2022-11-08 07:41 R tpch arrow, native, memory_map=False, TPCH-07, scale_factor=0.01, R 0.197 s 0.579
2022-11-08 07:43 R tpch arrow, parquet, memory_map=False, TPCH-07, scale_factor=10, R 3.112 s 0.105
2022-11-08 07:44 R tpch arrow, parquet, memory_map=False, TPCH-08, scale_factor=1, R 0.571 s 0.323
2022-11-08 07:45 R tpch arrow, parquet, memory_map=False, TPCH-09, scale_factor=0.01, R 0.227 s 0.504
2022-11-08 07:56 R tpch arrow, native, memory_map=False, TPCH-16, scale_factor=0.01, R 0.133 s 0.647
2022-11-08 07:57 R tpch arrow, parquet, memory_map=False, TPCH-16, scale_factor=1, R 0.450 s 0.289
2022-11-08 08:07 R tpch arrow, parquet, memory_map=False, TPCH-21, scale_factor=1, R 3.160 s 0.717
2022-11-08 07:34 R tpch arrow, native, memory_map=False, TPCH-01, scale_factor=10, R 1.883 s 0.412
2022-11-08 07:45 R tpch arrow, native, memory_map=False, TPCH-09, scale_factor=0.1, R 0.201 s 0.670
2022-11-08 07:45 R tpch arrow, native, memory_map=False, TPCH-09, scale_factor=1, R 0.295 s 0.695
2022-11-08 07:57 R tpch arrow, native, memory_map=False, TPCH-16, scale_factor=1, R 0.242 s 0.439
2022-11-08 08:01 R tpch arrow, native, memory_map=False, TPCH-18, scale_factor=10, R 3.000 s 0.623
2022-11-08 07:35 R tpch arrow, parquet, memory_map=False, TPCH-02, scale_factor=0.1, R 0.240 s 0.531
2022-11-08 07:51 R tpch arrow, native, memory_map=False, TPCH-13, scale_factor=0.1, R 0.220 s 0.502
2022-11-08 07:52 R tpch arrow, native, memory_map=False, TPCH-13, scale_factor=1, R 0.630 s 0.469
2022-11-08 07:55 R tpch arrow, native, memory_map=False, TPCH-15, scale_factor=0.1, R 0.145 s 0.765
2022-11-08 08:01 R tpch arrow, parquet, memory_map=False, TPCH-19, scale_factor=0.01, R 0.224 s -0.816
2022-11-08 08:06 R tpch arrow, parquet, memory_map=False, TPCH-21, scale_factor=0.1, R 0.574 s 0.214
2022-11-08 08:08 R tpch arrow, parquet, memory_map=False, TPCH-22, scale_factor=10, R 2.370 s 0.326
2022-11-08 07:33 R tpch arrow, native, memory_map=False, TPCH-01, scale_factor=1, R 0.313 s 0.420
2022-11-08 07:38 R tpch arrow, native, memory_map=False, TPCH-04, scale_factor=10, R 1.214 s 1.000
2022-11-08 07:45 R tpch arrow, parquet, memory_map=False, TPCH-08, scale_factor=10, R 3.333 s -0.066
2022-11-08 07:48 R tpch arrow, parquet, memory_map=False, TPCH-10, scale_factor=10, R 3.260 s 0.534
2022-11-08 07:50 R tpch arrow, parquet, memory_map=False, TPCH-12, scale_factor=0.1, R 0.273 s 0.289
2022-11-08 07:50 R tpch arrow, native, memory_map=False, TPCH-12, scale_factor=1, R 0.464 s 0.404
2022-11-08 07:53 R tpch arrow, native, memory_map=False, TPCH-14, scale_factor=0.01, R 0.147 s 0.328
2022-11-08 07:57 R tpch arrow, native, memory_map=False, TPCH-16, scale_factor=10, R 1.148 s 1.025
2022-11-08 07:59 R tpch arrow, native, memory_map=False, TPCH-17, scale_factor=10, R 0.845 s 0.848
2022-11-08 07:41 R tpch arrow, parquet, memory_map=False, TPCH-06, scale_factor=1, R 0.441 s -5.767
2022-11-08 07:41 R tpch arrow, parquet, memory_map=False, TPCH-06, scale_factor=10, R 2.525 s -1.646
2022-11-08 07:43 R tpch arrow, native, memory_map=False, TPCH-08, scale_factor=0.01, R 0.225 s 0.643
2022-11-08 07:44 R tpch arrow, native, memory_map=False, TPCH-08, scale_factor=10, R 0.647 s 0.784
2022-11-08 07:46 R tpch arrow, native, memory_map=False, TPCH-09, scale_factor=10, R 1.129 s 0.712
2022-11-08 07:46 R tpch arrow, native, memory_map=False, TPCH-10, scale_factor=0.01, R 0.173 s 0.707
2022-11-08 07:53 R tpch arrow, parquet, memory_map=False, TPCH-14, scale_factor=0.01, R 0.185 s 0.244
2022-11-08 07:58 R tpch arrow, native, memory_map=False, TPCH-17, scale_factor=1, R 0.216 s 0.493
2022-11-08 07:35 R tpch arrow, native, memory_map=False, TPCH-03, scale_factor=0.1, R 0.165 s 0.645
2022-11-08 07:36 R tpch arrow, native, memory_map=False, TPCH-03, scale_factor=1, R 0.272 s 0.682
2022-11-08 07:41 R tpch arrow, native, memory_map=False, TPCH-06, scale_factor=10, R 0.463 s 0.645
2022-11-08 07:48 R tpch arrow, parquet, memory_map=False, TPCH-11, scale_factor=0.1, R 0.219 s 0.529
2022-11-08 07:55 R tpch arrow, native, memory_map=False, TPCH-15, scale_factor=1, R 0.206 s 0.630
2022-11-08 08:05 R tpch arrow, parquet, memory_map=False, TPCH-20, scale_factor=10, R 8.165 s -0.966
2022-11-08 07:36 R tpch arrow, parquet, memory_map=False, TPCH-03, scale_factor=0.1, R 0.217 s 0.395
2022-11-08 07:38 R tpch arrow, parquet, memory_map=False, TPCH-05, scale_factor=0.01, R 0.218 s 0.572
2022-11-08 07:39 R tpch arrow, parquet, memory_map=False, TPCH-05, scale_factor=0.1, R 0.249 s 0.486
2022-11-08 07:42 R tpch arrow, parquet, memory_map=False, TPCH-07, scale_factor=0.1, R 0.262 s 0.328
2022-11-08 07:49 R tpch arrow, parquet, memory_map=False, TPCH-12, scale_factor=0.01, R 0.183 s -0.062
2022-11-08 07:50 R tpch arrow, parquet, memory_map=False, TPCH-12, scale_factor=1, R 1.139 s 1.395
2022-11-08 07:52 R tpch arrow, parquet, memory_map=False, TPCH-13, scale_factor=1, R 0.870 s 0.297
2022-11-08 07:55 R tpch arrow, parquet, memory_map=False, TPCH-15, scale_factor=0.01, R 0.175 s 0.477
2022-11-08 07:55 R tpch arrow, parquet, memory_map=False, TPCH-15, scale_factor=0.1, R 0.202 s 0.415
2022-11-08 07:57 R tpch arrow, parquet, memory_map=False, TPCH-16, scale_factor=0.1, R 0.205 s 0.481
2022-11-08 07:59 R tpch arrow, native, memory_map=False, TPCH-18, scale_factor=0.01, R 0.135 s 0.550
2022-11-08 08:01 R tpch arrow, native, memory_map=False, TPCH-19, scale_factor=0.01, R 0.182 s -0.620
2022-11-08 08:04 R tpch arrow, native, memory_map=False, TPCH-20, scale_factor=0.1, R 0.179 s 0.617
2022-11-08 07:37 R tpch arrow, parquet, memory_map=False, TPCH-03, scale_factor=10, R 3.070 s -0.839
2022-11-08 07:40 R tpch arrow, parquet, memory_map=False, TPCH-06, scale_factor=0.1, R 0.165 s 0.369
2022-11-08 07:43 R tpch arrow, native, memory_map=False, TPCH-08, scale_factor=0.1, R 0.228 s 0.664
2022-11-08 07:45 R tpch arrow, native, memory_map=False, TPCH-09, scale_factor=0.01, R 0.183 s 0.799
2022-11-08 07:48 R tpch arrow, native, memory_map=False, TPCH-11, scale_factor=1, R 0.260 s 0.826
2022-11-08 07:49 R tpch arrow, native, memory_map=False, TPCH-11, scale_factor=10, R 1.457 s 0.347
2022-11-08 08:04 R tpch arrow, native, memory_map=False, TPCH-20, scale_factor=1, R 0.232 s 0.608
2022-11-08 07:36 R tpch arrow, parquet, memory_map=False, TPCH-03, scale_factor=1, R 0.472 s 0.402
2022-11-08 07:40 R tpch arrow, parquet, memory_map=False, TPCH-05, scale_factor=10, R 3.118 s 0.075
2022-11-08 07:43 R tpch arrow, native, memory_map=False, TPCH-08, scale_factor=1, R 0.263 s 0.655
2022-11-08 07:47 R tpch arrow, native, memory_map=False, TPCH-10, scale_factor=1, R 0.272 s 0.715
2022-11-08 07:48 R tpch arrow, native, memory_map=False, TPCH-11, scale_factor=0.01, R 0.142 s 0.767
2022-11-08 07:48 R tpch arrow, native, memory_map=False, TPCH-11, scale_factor=0.1, R 0.159 s 0.690
2022-11-08 07:54 R tpch arrow, parquet, memory_map=False, TPCH-14, scale_factor=1, R 0.966 s 0.511
2022-11-08 08:06 R tpch arrow, native, memory_map=False, TPCH-21, scale_factor=0.01, R 0.263 s 0.556
2022-11-08 08:07 R tpch arrow, native, memory_map=False, TPCH-22, scale_factor=0.1, R 0.136 s 0.581
2022-11-08 07:37 R tpch arrow, native, memory_map=False, TPCH-04, scale_factor=0.01, R 0.135 s 0.756
2022-11-08 07:37 R tpch arrow, native, memory_map=False, TPCH-04, scale_factor=1, R 0.243 s 0.865
2022-11-08 07:38 R tpch arrow, native, memory_map=False, TPCH-05, scale_factor=0.01, R 0.177 s 0.709
2022-11-08 07:53 R tpch arrow, native, memory_map=False, TPCH-14, scale_factor=1, R 0.348 s 0.774
2022-11-08 08:01 R tpch arrow, parquet, memory_map=False, TPCH-18, scale_factor=10, R 4.549 s -0.589
2022-11-08 08:04 R tpch arrow, parquet, memory_map=False, TPCH-20, scale_factor=0.1, R 0.297 s 0.393
2022-11-08 08:04 R tpch arrow, parquet, memory_map=False, TPCH-20, scale_factor=1, R 1.092 s 0.655
2022-11-08 08:07 R tpch arrow, parquet, memory_map=False, TPCH-22, scale_factor=0.01, R 0.168 s 0.409
2022-11-08 07:37 R tpch arrow, parquet, memory_map=False, TPCH-04, scale_factor=0.01, R 0.163 s 0.479
2022-11-08 07:37 R tpch arrow, parquet, memory_map=False, TPCH-04, scale_factor=0.1, R 0.170 s 0.663
2022-11-08 07:40 R tpch arrow, parquet, memory_map=False, TPCH-06, scale_factor=0.01, R 0.142 s 0.387
2022-11-08 07:51 R tpch arrow, parquet, memory_map=False, TPCH-12, scale_factor=10, R 9.186 s -0.337
2022-11-08 07:55 R tpch arrow, parquet, memory_map=False, TPCH-14, scale_factor=10, R 7.497 s 0.242
2022-11-08 07:56 R tpch arrow, parquet, memory_map=False, TPCH-15, scale_factor=10, R 3.058 s -0.749
2022-11-08 07:56 R tpch arrow, parquet, memory_map=False, TPCH-16, scale_factor=0.01, R 0.166 s 0.449
2022-11-08 08:03 R tpch arrow, native, memory_map=False, TPCH-19, scale_factor=10, R 10.204 s -0.735
2022-11-08 08:06 R tpch arrow, native, memory_map=False, TPCH-21, scale_factor=1, R 2.600 s 0.252
2022-11-08 07:40 R tpch arrow, native, memory_map=False, TPCH-06, scale_factor=0.1, R 0.113 s 0.490
2022-11-08 07:48 R tpch arrow, parquet, memory_map=False, TPCH-11, scale_factor=0.01, R 0.181 s 0.510
2022-11-08 07:49 R tpch arrow, parquet, memory_map=False, TPCH-11, scale_factor=10, R 3.663 s 0.102
2022-11-08 08:01 R tpch arrow, parquet, memory_map=False, TPCH-19, scale_factor=0.1, R 0.331 s -1.041
2022-11-08 08:08 R tpch arrow, parquet, memory_map=False, TPCH-22, scale_factor=0.1, R 0.187 s 0.601
2022-11-08 07:42 R tpch arrow, native, memory_map=False, TPCH-07, scale_factor=1, R 0.273 s 0.637
2022-11-08 07:46 R tpch arrow, parquet, memory_map=False, TPCH-10, scale_factor=0.01, R 0.211 s 0.412
2022-11-08 07:51 R tpch arrow, native, memory_map=False, TPCH-12, scale_factor=10, R 3.316 s 0.909
2022-11-08 07:51 R tpch arrow, native, memory_map=False, TPCH-13, scale_factor=0.01, R 0.125 s 0.545
2022-11-08 07:54 R tpch arrow, native, memory_map=False, TPCH-14, scale_factor=10, R 2.158 s 1.097
2022-11-08 07:55 R tpch arrow, native, memory_map=False, TPCH-15, scale_factor=0.01, R 0.142 s 0.628
2022-11-08 07:58 R tpch arrow, parquet, memory_map=False, TPCH-17, scale_factor=1, R 1.233 s -0.364
2022-11-08 08:02 R tpch arrow, parquet, memory_map=False, TPCH-19, scale_factor=1, R 1.576 s -0.051
2022-11-08 08:06 R tpch arrow, parquet, memory_map=False, TPCH-21, scale_factor=0.01, R 0.318 s 0.241
2022-11-08 07:46 R tpch arrow, parquet, memory_map=False, TPCH-09, scale_factor=10, R 4.003 s -1.525
2022-11-08 07:47 R tpch arrow, parquet, memory_map=False, TPCH-10, scale_factor=1, R 0.534 s 0.212
2022-11-08 07:49 R tpch arrow, parquet, memory_map=False, TPCH-11, scale_factor=1, R 0.510 s 0.503
2022-11-08 07:49 R tpch arrow, native, memory_map=False, TPCH-12, scale_factor=0.1, R 0.198 s 0.432
2022-11-08 07:56 R tpch arrow, native, memory_map=False, TPCH-16, scale_factor=0.1, R 0.151 s 0.709
2022-11-08 07:57 R tpch arrow, native, memory_map=False, TPCH-17, scale_factor=0.01, R 0.148 s 0.534
2022-11-08 07:57 R tpch arrow, parquet, memory_map=False, TPCH-17, scale_factor=0.01, R 0.193 s 0.373
2022-11-08 08:00 R tpch arrow, parquet, memory_map=False, TPCH-18, scale_factor=0.1, R 0.196 s 0.272
2022-11-08 07:47 R tpch arrow, parquet, memory_map=False, TPCH-10, scale_factor=0.1, R 0.240 s 0.513
2022-11-08 07:52 R tpch arrow, native, memory_map=False, TPCH-13, scale_factor=10, R 4.993 s 1.431
2022-11-08 07:53 R tpch arrow, native, memory_map=False, TPCH-14, scale_factor=0.1, R 0.169 s 0.495
2022-11-08 07:58 R tpch arrow, parquet, memory_map=False, TPCH-17, scale_factor=0.1, R 0.277 s 0.488
2022-11-08 07:59 R tpch arrow, parquet, memory_map=False, TPCH-17, scale_factor=10, R 9.995 s -2.008
2022-11-08 08:04 R tpch arrow, parquet, memory_map=False, TPCH-19, scale_factor=10, R 14.812 s -0.650
2022-11-08 07:58 R tpch arrow, native, memory_map=False, TPCH-17, scale_factor=0.1, R 0.152 s 0.497
2022-11-08 08:02 R tpch arrow, native, memory_map=False, TPCH-19, scale_factor=1, R 0.965 s -1.074
2022-11-08 07:59 R tpch arrow, native, memory_map=False, TPCH-18, scale_factor=0.1, R 0.147 s 0.586
2022-11-08 08:01 R tpch arrow, native, memory_map=False, TPCH-19, scale_factor=0.1, R 0.254 s -0.873
2022-11-08 07:59 R tpch arrow, parquet, memory_map=False, TPCH-18, scale_factor=0.01, R 0.171 s 0.451
2022-11-08 08:00 R tpch arrow, parquet, memory_map=False, TPCH-18, scale_factor=1, R 0.523 s 0.529
2022-11-08 08:04 R tpch arrow, parquet, memory_map=False, TPCH-20, scale_factor=0.01, R 0.227 s 0.285
2022-11-08 08:04 R tpch arrow, native, memory_map=False, TPCH-20, scale_factor=0.01, R 0.176 s 0.609
2022-11-08 08:07 R tpch arrow, native, memory_map=False, TPCH-22, scale_factor=0.01, R 0.133 s 0.535
2022-11-08 08:06 R tpch arrow, native, memory_map=False, TPCH-21, scale_factor=0.1, R 0.465 s 0.830
2022-11-08 08:08 R tpch arrow, native, memory_map=False, TPCH-22, scale_factor=1, R 0.153 s 0.670
2022-11-08 08:05 R tpch arrow, native, memory_map=False, TPCH-20, scale_factor=10, R 0.775 s 0.646
2022-11-08 08:08 R tpch arrow, native, memory_map=False, TPCH-22, scale_factor=10, R 0.319 s 0.769
2022-11-08 08:08 R tpch arrow, parquet, memory_map=False, TPCH-22, scale_factor=1, R 0.378 s 0.737