Top Outliers
Benchmarks
Date Lang Batch Benchmark Mean Z-Score Error
2022-11-13 17:15 R tpch arrow, parquet, memory_map=False, TPCH-01, scale_factor=10, R 3.537 s -0.629
2022-11-13 17:15 R tpch arrow, parquet, memory_map=False, TPCH-02, scale_factor=0.01, R 0.228 s 0.392
2022-11-13 17:16 R tpch arrow, parquet, memory_map=False, TPCH-03, scale_factor=0.1, R 0.215 s 0.207
2022-11-13 17:18 R tpch arrow, parquet, memory_map=False, TPCH-04, scale_factor=0.01, R 0.162 s 0.846
2022-11-13 17:23 R tpch arrow, parquet, memory_map=False, TPCH-07, scale_factor=1, R 0.536 s -1.190
2022-11-13 17:30 R tpch arrow, parquet, memory_map=False, TPCH-12, scale_factor=1, R 1.142 s 1.145
2022-11-13 17:45 R tpch arrow, native, memory_map=False, TPCH-20, scale_factor=1, R 0.231 s 0.673
2022-11-13 17:15 R tpch arrow, native, memory_map=False, TPCH-02, scale_factor=0.01, R 0.189 s 0.822
2022-11-13 17:15 R tpch arrow, native, memory_map=False, TPCH-02, scale_factor=0.1, R 0.196 s 1.117
2022-11-13 17:16 R tpch arrow, native, memory_map=False, TPCH-03, scale_factor=0.01, R 0.157 s 0.972
2022-11-13 17:24 R tpch arrow, parquet, memory_map=False, TPCH-08, scale_factor=0.1, R 0.301 s 0.151
2022-11-13 17:27 R tpch arrow, parquet, memory_map=False, TPCH-09, scale_factor=10, R 3.964 s -0.332
2022-11-13 17:33 R tpch arrow, parquet, memory_map=False, TPCH-13, scale_factor=1, R 0.862 s 1.295
2022-11-13 17:38 R tpch arrow, parquet, memory_map=False, TPCH-17, scale_factor=0.01, R 0.194 s -1.553
2022-11-13 17:44 R tpch arrow, native, memory_map=False, TPCH-20, scale_factor=0.01, R 0.176 s 0.651
2022-11-13 17:15 R tpch arrow, parquet, memory_map=False, TPCH-02, scale_factor=0.1, R 0.240 s -0.144
2022-11-13 17:17 R tpch arrow, parquet, memory_map=False, TPCH-03, scale_factor=10, R 3.069 s -0.744
2022-11-13 17:18 R tpch arrow, parquet, memory_map=False, TPCH-04, scale_factor=1, R 0.268 s 0.130
2022-11-13 17:27 R tpch arrow, parquet, memory_map=False, TPCH-10, scale_factor=0.1, R 0.238 s 1.222
2022-11-13 17:38 R tpch arrow, parquet, memory_map=False, TPCH-16, scale_factor=10, R 3.080 s 0.652
2022-11-13 17:22 R tpch arrow, native, memory_map=False, TPCH-07, scale_factor=0.1, R 0.201 s -0.309
2022-11-13 17:27 R tpch arrow, native, memory_map=False, TPCH-09, scale_factor=10, R 1.131 s 0.154
2022-11-13 17:34 R tpch arrow, native, memory_map=False, TPCH-14, scale_factor=0.1, R 0.171 s -1.661
2022-11-13 17:35 R tpch arrow, native, memory_map=False, TPCH-14, scale_factor=10, R 2.174 s -1.152
2022-11-13 17:37 R tpch arrow, parquet, memory_map=False, TPCH-15, scale_factor=10, R 3.041 s -0.073
2022-11-13 17:43 R tpch arrow, native, memory_map=False, TPCH-19, scale_factor=10, R 10.156 s 0.230
2022-11-13 17:13 R tpch arrow, native, memory_map=False, TPCH-01, scale_factor=0.01, R 0.139 s -0.300
2022-11-13 17:13 R tpch arrow, native, memory_map=False, TPCH-01, scale_factor=0.1, R 0.152 s -0.328
2022-11-13 17:30 R tpch arrow, native, memory_map=False, TPCH-12, scale_factor=1, R 0.463 s 0.233
2022-11-13 17:37 R tpch arrow, native, memory_map=False, TPCH-16, scale_factor=0.01, R 0.132 s 1.519
2022-11-13 17:38 R tpch arrow, parquet, memory_map=False, TPCH-17, scale_factor=0.1, R 0.276 s 0.121
2022-11-13 17:25 R tpch arrow, native, memory_map=False, TPCH-08, scale_factor=10, R 0.655 s -0.142
2022-11-13 17:28 R tpch arrow, native, memory_map=False, TPCH-10, scale_factor=1, R 0.274 s -0.332
2022-11-13 17:29 R tpch arrow, native, memory_map=False, TPCH-11, scale_factor=0.1, R 0.158 s 1.179
2022-11-13 17:30 R tpch arrow, native, memory_map=False, TPCH-12, scale_factor=0.01, R 0.140 s 0.390
2022-11-13 17:38 R tpch arrow, native, memory_map=False, TPCH-16, scale_factor=10, R 1.143 s 1.774
2022-11-13 17:42 R tpch arrow, parquet, memory_map=False, TPCH-19, scale_factor=0.1, R 0.329 s -0.687
2022-11-13 17:45 R tpch arrow, parquet, memory_map=False, TPCH-20, scale_factor=0.01, R 0.224 s 0.273
2022-11-13 17:46 R tpch arrow, parquet, memory_map=False, TPCH-20, scale_factor=10, R 8.175 s -0.783
2022-11-13 17:14 R tpch arrow, native, memory_map=False, TPCH-01, scale_factor=10, R 1.880 s 0.388
2022-11-13 17:16 R tpch arrow, native, memory_map=False, TPCH-02, scale_factor=10, R 0.833 s 0.660
2022-11-13 17:16 R tpch arrow, native, memory_map=False, TPCH-03, scale_factor=0.1, R 0.165 s 0.888
2022-11-13 17:17 R tpch arrow, native, memory_map=False, TPCH-03, scale_factor=10, R 1.380 s -1.209
2022-11-13 17:19 R tpch arrow, native, memory_map=False, TPCH-04, scale_factor=10, R 1.244 s -1.618
2022-11-13 17:21 R tpch arrow, native, memory_map=False, TPCH-06, scale_factor=0.1, R 0.114 s 0.062
2022-11-13 17:25 R tpch arrow, native, memory_map=False, TPCH-09, scale_factor=0.01, R 0.184 s 0.768
2022-11-13 17:27 R tpch arrow, native, memory_map=False, TPCH-10, scale_factor=0.1, R 0.182 s 0.111
2022-11-13 17:32 R tpch arrow, native, memory_map=False, TPCH-13, scale_factor=0.01, R 0.123 s 2.048
2022-11-13 17:32 R tpch arrow, native, memory_map=False, TPCH-13, scale_factor=1, R 0.628 s 0.288
2022-11-13 17:42 R tpch arrow, parquet, memory_map=False, TPCH-19, scale_factor=0.01, R 0.223 s -0.523
2022-11-13 17:42 R tpch arrow, parquet, memory_map=False, TPCH-19, scale_factor=1, R 1.573 s 0.089
2022-11-13 17:16 R tpch arrow, parquet, memory_map=False, TPCH-03, scale_factor=0.01, R 0.188 s 1.152
2022-11-13 17:24 R tpch arrow, parquet, memory_map=False, TPCH-08, scale_factor=1, R 0.570 s -0.858
2022-11-13 17:28 R tpch arrow, parquet, memory_map=False, TPCH-10, scale_factor=1, R 0.547 s -5.358
2022-11-13 17:29 R tpch arrow, parquet, memory_map=False, TPCH-10, scale_factor=10, R 3.303 s -0.382
2022-11-13 17:32 R tpch arrow, parquet, memory_map=False, TPCH-12, scale_factor=10, R 9.273 s -2.164
2022-11-13 17:45 R tpch arrow, parquet, memory_map=False, TPCH-20, scale_factor=0.1, R 0.295 s 0.386
2022-11-13 17:46 R tpch arrow, native, memory_map=False, TPCH-21, scale_factor=0.01, R 0.263 s -0.230
2022-11-13 17:19 R tpch arrow, parquet, memory_map=False, TPCH-05, scale_factor=0.01, R 0.219 s 0.041
2022-11-13 17:30 R tpch arrow, parquet, memory_map=False, TPCH-11, scale_factor=10, R 3.638 s 0.136
2022-11-13 17:32 R tpch arrow, parquet, memory_map=False, TPCH-13, scale_factor=0.1, R 0.278 s 1.661
2022-11-13 17:34 R tpch arrow, parquet, memory_map=False, TPCH-14, scale_factor=0.1, R 0.254 s -0.179
2022-11-13 17:37 R tpch arrow, parquet, memory_map=False, TPCH-16, scale_factor=0.1, R 0.203 s 0.126
2022-11-13 17:18 R tpch arrow, parquet, memory_map=False, TPCH-04, scale_factor=0.1, R 0.172 s -0.142
2022-11-13 17:20 R tpch arrow, parquet, memory_map=False, TPCH-05, scale_factor=1, R 0.512 s -0.015
2022-11-13 17:22 R tpch arrow, parquet, memory_map=False, TPCH-07, scale_factor=0.1, R 0.262 s 0.100
2022-11-13 17:33 R tpch arrow, parquet, memory_map=False, TPCH-13, scale_factor=10, R 7.137 s -0.178
2022-11-13 17:34 R tpch arrow, parquet, memory_map=False, TPCH-14, scale_factor=0.01, R 0.184 s -0.386
2022-11-13 17:36 R tpch arrow, parquet, memory_map=False, TPCH-15, scale_factor=0.01, R 0.175 s -0.555
2022-11-13 17:36 R tpch arrow, parquet, memory_map=False, TPCH-15, scale_factor=0.1, R 0.203 s -0.925
2022-11-13 17:19 R tpch arrow, native, memory_map=False, TPCH-05, scale_factor=1, R 0.235 s 1.541
2022-11-13 17:26 R tpch arrow, native, memory_map=False, TPCH-09, scale_factor=1, R 0.294 s 1.080
2022-11-13 17:29 R tpch arrow, native, memory_map=False, TPCH-11, scale_factor=0.01, R 0.140 s 2.712
2022-11-13 17:47 R tpch arrow, parquet, memory_map=False, TPCH-21, scale_factor=1, R 3.172 s -0.276
2022-11-13 17:13 R tpch arrow, parquet, memory_map=False, TPCH-01, scale_factor=0.01, R 0.170 s -0.044
2022-11-13 17:19 R tpch arrow, parquet, memory_map=False, TPCH-04, scale_factor=10, R 1.065 s 0.311
2022-11-13 17:21 R tpch arrow, parquet, memory_map=False, TPCH-06, scale_factor=0.1, R 0.165 s -0.530
2022-11-13 17:22 R tpch arrow, parquet, memory_map=False, TPCH-06, scale_factor=10, R 2.510 s -0.645
2022-11-13 17:22 R tpch arrow, parquet, memory_map=False, TPCH-07, scale_factor=0.01, R 0.235 s -0.480
2022-11-13 17:27 R tpch arrow, parquet, memory_map=False, TPCH-10, scale_factor=0.01, R 0.209 s 0.639
2022-11-13 17:29 R tpch arrow, parquet, memory_map=False, TPCH-11, scale_factor=0.1, R 0.217 s 1.481
2022-11-13 17:32 R tpch arrow, parquet, memory_map=False, TPCH-13, scale_factor=0.01, R 0.158 s 0.522
2022-11-13 17:36 R tpch arrow, native, memory_map=False, TPCH-15, scale_factor=0.1, R 0.146 s 1.235
2022-11-13 17:36 R tpch arrow, parquet, memory_map=False, TPCH-15, scale_factor=1, R 0.466 s 0.573
2022-11-13 17:39 R tpch arrow, native, memory_map=False, TPCH-17, scale_factor=10, R 0.849 s -0.015
2022-11-13 17:47 R tpch arrow, native, memory_map=False, TPCH-21, scale_factor=1, R 2.603 s -1.305
2022-11-13 17:16 R tpch arrow, native, memory_map=False, TPCH-03, scale_factor=1, R 0.273 s 0.424
2022-11-13 17:20 R tpch arrow, native, memory_map=False, TPCH-05, scale_factor=10, R 0.813 s 0.293
2022-11-13 17:22 R tpch arrow, native, memory_map=False, TPCH-07, scale_factor=1, R 0.273 s 0.985
2022-11-13 17:23 R tpch arrow, native, memory_map=False, TPCH-07, scale_factor=10, R 0.961 s -2.140
2022-11-13 17:26 R tpch arrow, native, memory_map=False, TPCH-09, scale_factor=0.1, R 0.199 s 1.224
2022-11-13 17:37 R tpch arrow, native, memory_map=False, TPCH-16, scale_factor=0.1, R 0.151 s 1.066
2022-11-13 17:37 R tpch arrow, native, memory_map=False, TPCH-16, scale_factor=1, R 0.237 s 0.887
2022-11-13 17:45 R tpch arrow, parquet, memory_map=False, TPCH-20, scale_factor=1, R 1.097 s -0.172
2022-11-13 17:47 R tpch arrow, parquet, memory_map=False, TPCH-21, scale_factor=0.1, R 0.576 s 0.088
2022-11-13 17:14 R tpch arrow, parquet, memory_map=False, TPCH-01, scale_factor=1, R 0.557 s -2.977
2022-11-13 17:16 R tpch arrow, parquet, memory_map=False, TPCH-02, scale_factor=10, R 1.164 s 0.102
2022-11-13 17:24 R tpch arrow, parquet, memory_map=False, TPCH-08, scale_factor=0.01, R 0.274 s -0.362
2022-11-13 17:26 R tpch arrow, parquet, memory_map=False, TPCH-09, scale_factor=0.1, R 0.263 s 0.768
2022-11-13 17:26 R tpch arrow, parquet, memory_map=False, TPCH-09, scale_factor=1, R 0.604 s 0.587
2022-11-13 17:29 R tpch arrow, parquet, memory_map=False, TPCH-11, scale_factor=0.01, R 0.182 s -0.515
2022-11-13 17:30 R tpch arrow, parquet, memory_map=False, TPCH-12, scale_factor=0.01, R 0.179 s -0.021
2022-11-13 17:35 R tpch arrow, parquet, memory_map=False, TPCH-14, scale_factor=10, R 7.500 s 0.178
2022-11-13 17:37 R tpch arrow, parquet, memory_map=False, TPCH-16, scale_factor=0.01, R 0.165 s 0.554
2022-11-13 17:38 R tpch arrow, native, memory_map=False, TPCH-17, scale_factor=0.01, R 0.148 s 0.093
2022-11-13 17:40 R tpch arrow, native, memory_map=False, TPCH-18, scale_factor=0.01, R 0.134 s 0.828
2022-11-13 17:40 R tpch arrow, native, memory_map=False, TPCH-18, scale_factor=1, R 0.325 s 2.021
2022-11-13 17:14 R tpch arrow, native, memory_map=False, TPCH-01, scale_factor=1, R 0.316 s -0.556
2022-11-13 17:17 R tpch arrow, native, memory_map=False, TPCH-04, scale_factor=0.01, R 0.137 s 0.107
2022-11-13 17:18 R tpch arrow, native, memory_map=False, TPCH-04, scale_factor=1, R 0.247 s -0.229
2022-11-13 17:21 R tpch arrow, native, memory_map=False, TPCH-06, scale_factor=0.01, R 0.112 s -0.557
2022-11-13 17:24 R tpch arrow, native, memory_map=False, TPCH-08, scale_factor=0.01, R 0.223 s 1.371
2022-11-13 17:24 R tpch arrow, native, memory_map=False, TPCH-08, scale_factor=0.1, R 0.229 s 0.367
2022-11-13 17:27 R tpch arrow, native, memory_map=False, TPCH-10, scale_factor=0.01, R 0.173 s 1.097
2022-11-13 17:29 R tpch arrow, native, memory_map=False, TPCH-11, scale_factor=10, R 1.459 s -0.423
2022-11-13 17:31 R tpch arrow, native, memory_map=False, TPCH-12, scale_factor=10, R 3.371 s -6.472
2022-11-13 17:35 R tpch arrow, native, memory_map=False, TPCH-15, scale_factor=0.01, R 0.142 s 0.802
2022-11-13 17:41 R tpch arrow, parquet, memory_map=False, TPCH-18, scale_factor=1, R 0.517 s 1.197
2022-11-13 17:15 R tpch arrow, native, memory_map=False, TPCH-02, scale_factor=1, R 0.253 s 0.685
2022-11-13 17:18 R tpch arrow, native, memory_map=False, TPCH-04, scale_factor=0.1, R 0.143 s 0.258
2022-11-13 17:21 R tpch arrow, native, memory_map=False, TPCH-06, scale_factor=1, R 0.145 s 0.050
2022-11-13 17:22 R tpch arrow, native, memory_map=False, TPCH-06, scale_factor=10, R 0.470 s -3.550
2022-11-13 17:24 R tpch arrow, native, memory_map=False, TPCH-08, scale_factor=1, R 0.263 s 0.862
2022-11-13 17:32 R tpch arrow, native, memory_map=False, TPCH-13, scale_factor=0.1, R 0.219 s -0.039
2022-11-13 17:34 R tpch arrow, native, memory_map=False, TPCH-14, scale_factor=1, R 0.349 s 0.150
2022-11-13 17:40 R tpch arrow, parquet, memory_map=False, TPCH-17, scale_factor=10, R 9.776 s -1.070
2022-11-13 17:14 R tpch arrow, parquet, memory_map=False, TPCH-01, scale_factor=0.1, R 0.200 s 0.426
2022-11-13 17:16 R tpch arrow, parquet, memory_map=False, TPCH-03, scale_factor=1, R 0.472 s -0.101
2022-11-13 17:19 R tpch arrow, parquet, memory_map=False, TPCH-05, scale_factor=0.1, R 0.249 s -0.549
2022-11-13 17:20 R tpch arrow, parquet, memory_map=False, TPCH-05, scale_factor=10, R 3.095 s 0.108
2022-11-13 17:21 R tpch arrow, parquet, memory_map=False, TPCH-06, scale_factor=0.01, R 0.140 s 0.738
2022-11-13 17:21 R tpch arrow, parquet, memory_map=False, TPCH-06, scale_factor=1, R 0.388 s 0.067
2022-11-13 17:25 R tpch arrow, parquet, memory_map=False, TPCH-08, scale_factor=10, R 3.350 s -0.880
2022-11-13 17:25 R tpch arrow, parquet, memory_map=False, TPCH-09, scale_factor=0.01, R 0.224 s 1.140
2022-11-13 17:34 R tpch arrow, parquet, memory_map=False, TPCH-14, scale_factor=1, R 0.970 s -0.321
2022-11-13 17:38 R tpch arrow, native, memory_map=False, TPCH-17, scale_factor=0.1, R 0.151 s -0.248
2022-11-13 17:39 R tpch arrow, native, memory_map=False, TPCH-17, scale_factor=1, R 0.216 s -0.235
2022-11-13 17:47 R tpch arrow, native, memory_map=False, TPCH-21, scale_factor=0.1, R 0.476 s -0.863
2022-11-13 17:15 R tpch arrow, parquet, memory_map=False, TPCH-02, scale_factor=1, R 0.321 s -0.265
2022-11-13 17:24 R tpch arrow, parquet, memory_map=False, TPCH-07, scale_factor=10, R 3.138 s 0.112
2022-11-13 17:29 R tpch arrow, parquet, memory_map=False, TPCH-11, scale_factor=1, R 0.507 s 1.094
2022-11-13 17:30 R tpch arrow, parquet, memory_map=False, TPCH-12, scale_factor=0.1, R 0.275 s -1.092
2022-11-13 17:42 R tpch arrow, native, memory_map=False, TPCH-19, scale_factor=1, R 0.968 s -1.368
2022-11-13 17:46 R tpch arrow, native, memory_map=False, TPCH-20, scale_factor=10, R 0.783 s -0.604
2022-11-13 17:48 R tpch arrow, native, memory_map=False, TPCH-22, scale_factor=0.1, R 0.135 s 0.991
2022-11-13 17:48 R tpch arrow, native, memory_map=False, TPCH-22, scale_factor=1, R 0.152 s 1.391
2022-11-13 17:19 R tpch arrow, native, memory_map=False, TPCH-05, scale_factor=0.01, R 0.176 s 1.302
2022-11-13 17:19 R tpch arrow, native, memory_map=False, TPCH-05, scale_factor=0.1, R 0.180 s 1.342
2022-11-13 17:29 R tpch arrow, native, memory_map=False, TPCH-11, scale_factor=1, R 0.258 s 2.536
2022-11-13 17:30 R tpch arrow, native, memory_map=False, TPCH-12, scale_factor=0.1, R 0.198 s -0.159
2022-11-13 17:33 R tpch arrow, native, memory_map=False, TPCH-13, scale_factor=10, R 5.006 s 0.322
2022-11-13 17:34 R tpch arrow, native, memory_map=False, TPCH-14, scale_factor=0.01, R 0.145 s 0.160
2022-11-13 17:37 R tpch arrow, native, memory_map=False, TPCH-15, scale_factor=10, R 0.861 s -0.269
2022-11-13 17:22 R tpch arrow, native, memory_map=False, TPCH-07, scale_factor=0.01, R 0.194 s 0.522
2022-11-13 17:28 R tpch arrow, native, memory_map=False, TPCH-10, scale_factor=10, R 1.162 s -2.704
2022-11-13 17:40 R tpch arrow, parquet, memory_map=False, TPCH-18, scale_factor=0.1, R 0.193 s 0.365
2022-11-13 17:44 R tpch arrow, parquet, memory_map=False, TPCH-19, scale_factor=10, R 14.801 s -0.221
2022-11-13 17:48 R tpch arrow, parquet, memory_map=False, TPCH-22, scale_factor=0.1, R 0.187 s 0.371
2022-11-13 17:49 R tpch arrow, parquet, memory_map=False, TPCH-22, scale_factor=10, R 2.383 s -0.681
2022-11-13 17:36 R tpch arrow, native, memory_map=False, TPCH-15, scale_factor=1, R 0.205 s 0.785
2022-11-13 17:37 R tpch arrow, parquet, memory_map=False, TPCH-16, scale_factor=1, R 0.446 s 1.092
2022-11-13 17:40 R tpch arrow, native, memory_map=False, TPCH-18, scale_factor=0.1, R 0.146 s 0.414
2022-11-13 17:41 R tpch arrow, native, memory_map=False, TPCH-18, scale_factor=10, R 3.016 s -0.085
2022-11-13 17:42 R tpch arrow, parquet, memory_map=False, TPCH-18, scale_factor=10, R 4.583 s -0.918
2022-11-13 17:48 R tpch arrow, native, memory_map=False, TPCH-22, scale_factor=0.01, R 0.131 s 1.152
2022-11-13 17:49 R tpch arrow, native, memory_map=False, TPCH-22, scale_factor=10, R 0.318 s 1.038
2022-11-13 17:39 R tpch arrow, parquet, memory_map=False, TPCH-17, scale_factor=1, R 1.222 s -0.117
2022-11-13 17:40 R tpch arrow, parquet, memory_map=False, TPCH-18, scale_factor=0.01, R 0.170 s 0.553
2022-11-13 17:49 R tpch arrow, parquet, memory_map=False, TPCH-22, scale_factor=1, R 0.381 s -0.344
2022-11-13 17:42 R tpch arrow, native, memory_map=False, TPCH-19, scale_factor=0.01, R 0.183 s -0.717
2022-11-13 17:42 R tpch arrow, native, memory_map=False, TPCH-19, scale_factor=0.1, R 0.253 s -0.795
2022-11-13 17:45 R tpch arrow, native, memory_map=False, TPCH-20, scale_factor=0.1, R 0.178 s 0.709
2022-11-13 17:46 R tpch arrow, parquet, memory_map=False, TPCH-21, scale_factor=0.01, R 0.312 s -0.312
2022-11-13 17:48 R tpch arrow, parquet, memory_map=False, TPCH-22, scale_factor=0.01, R 0.168 s -0.710