Top Outliers
Benchmarks
Date Lang Batch Benchmark Mean Z-Score Error
2022-11-10 00:06 R tpch arrow, parquet, memory_map=False, TPCH-01, scale_factor=1, R 0.542 s -0.325
2022-11-10 00:07 R tpch arrow, parquet, memory_map=False, TPCH-01, scale_factor=10, R 3.536 s -0.801
2022-11-10 00:10 R tpch arrow, native, memory_map=False, TPCH-04, scale_factor=0.1, R 0.143 s 0.290
2022-11-10 00:16 R tpch arrow, native, memory_map=False, TPCH-07, scale_factor=10, R 0.953 s -0.201
2022-11-10 00:16 R tpch arrow, parquet, memory_map=False, TPCH-07, scale_factor=10, R 3.124 s 0.083
2022-11-10 00:09 R tpch arrow, native, memory_map=False, TPCH-03, scale_factor=0.1, R 0.165 s 0.406
2022-11-10 00:12 R tpch arrow, parquet, memory_map=False, TPCH-05, scale_factor=0.1, R 0.247 s 0.321
2022-11-10 00:14 R tpch arrow, parquet, memory_map=False, TPCH-06, scale_factor=1, R 0.392 s -0.261
2022-11-10 00:20 R tpch arrow, native, memory_map=False, TPCH-10, scale_factor=1, R 0.273 s 0.355
2022-11-10 00:22 R tpch arrow, parquet, memory_map=False, TPCH-11, scale_factor=1, R 0.512 s -0.055
2022-11-10 00:30 R tpch arrow, native, memory_map=False, TPCH-16, scale_factor=0.1, R 0.151 s 0.453
2022-11-10 00:06 R tpch arrow, parquet, memory_map=False, TPCH-01, scale_factor=0.1, R 0.203 s -0.175
2022-11-10 00:15 R tpch arrow, parquet, memory_map=False, TPCH-07, scale_factor=1, R 0.538 s -0.522
2022-11-10 00:06 R tpch arrow, native, memory_map=False, TPCH-01, scale_factor=0.1, R 0.152 s -0.107
2022-11-10 00:08 R tpch arrow, native, memory_map=False, TPCH-02, scale_factor=0.1, R 0.198 s 0.213
2022-11-10 00:08 R tpch arrow, parquet, memory_map=False, TPCH-02, scale_factor=1, R 0.323 s -0.124
2022-11-10 00:08 R tpch arrow, native, memory_map=False, TPCH-03, scale_factor=0.01, R 0.157 s 0.517
2022-11-10 00:09 R tpch arrow, parquet, memory_map=False, TPCH-03, scale_factor=1, R 0.481 s -0.929
2022-11-10 00:08 R tpch arrow, parquet, memory_map=False, TPCH-02, scale_factor=0.01, R 0.230 s 0.048
2022-11-10 00:11 R tpch arrow, parquet, memory_map=False, TPCH-04, scale_factor=10, R 1.073 s -0.320
2022-11-10 00:15 R tpch arrow, parquet, memory_map=False, TPCH-07, scale_factor=0.01, R 0.235 s 0.057
2022-11-10 00:09 R tpch arrow, parquet, memory_map=False, TPCH-03, scale_factor=0.01, R 0.189 s 0.232
2022-11-10 00:10 R tpch arrow, parquet, memory_map=False, TPCH-03, scale_factor=10, R 3.109 s -1.834
2022-11-10 00:10 R tpch arrow, parquet, memory_map=False, TPCH-04, scale_factor=0.1, R 0.171 s 0.386
2022-11-10 00:13 R tpch arrow, native, memory_map=False, TPCH-05, scale_factor=10, R 0.808 s 0.825
2022-11-10 00:13 R tpch arrow, native, memory_map=False, TPCH-06, scale_factor=0.01, R 0.112 s 0.092
2022-11-10 00:13 R tpch arrow, native, memory_map=False, TPCH-06, scale_factor=0.1, R 0.114 s 0.054
2022-11-10 00:17 R tpch arrow, native, memory_map=False, TPCH-08, scale_factor=10, R 0.653 s 0.220
2022-11-10 00:06 R tpch arrow, native, memory_map=False, TPCH-01, scale_factor=0.01, R 0.139 s -0.258
2022-11-10 00:06 R tpch arrow, parquet, memory_map=False, TPCH-01, scale_factor=0.01, R 0.170 s 0.094
2022-11-10 00:13 R tpch arrow, parquet, memory_map=False, TPCH-05, scale_factor=10, R 3.128 s -0.852
2022-11-10 00:25 R tpch arrow, parquet, memory_map=False, TPCH-13, scale_factor=1, R 0.866 s 0.404
2022-11-10 00:07 R tpch arrow, native, memory_map=False, TPCH-02, scale_factor=0.01, R 0.191 s 0.221
2022-11-10 00:08 R tpch arrow, native, memory_map=False, TPCH-02, scale_factor=1, R 0.252 s 0.427
2022-11-10 00:08 R tpch arrow, native, memory_map=False, TPCH-02, scale_factor=10, R 0.835 s 0.403
2022-11-10 00:09 R tpch arrow, parquet, memory_map=False, TPCH-03, scale_factor=0.1, R 0.215 s 0.260
2022-11-10 00:08 R tpch arrow, parquet, memory_map=False, TPCH-02, scale_factor=0.1, R 0.242 s 0.011
2022-11-10 00:12 R tpch arrow, parquet, memory_map=False, TPCH-05, scale_factor=1, R 0.510 s 0.227
2022-11-10 00:16 R tpch arrow, parquet, memory_map=False, TPCH-08, scale_factor=0.01, R 0.272 s 0.281
2022-11-10 00:27 R tpch arrow, native, memory_map=False, TPCH-14, scale_factor=1, R 0.349 s 0.366
2022-11-10 00:27 R tpch arrow, parquet, memory_map=False, TPCH-14, scale_factor=1, R 0.972 s -0.578
2022-11-10 00:10 R tpch arrow, native, memory_map=False, TPCH-03, scale_factor=10, R 1.385 s -1.269
2022-11-10 00:11 R tpch arrow, native, memory_map=False, TPCH-04, scale_factor=1, R 0.248 s -0.102
2022-11-10 00:20 R tpch arrow, native, memory_map=False, TPCH-10, scale_factor=0.1, R 0.181 s 0.270
2022-11-10 00:23 R tpch arrow, parquet, memory_map=False, TPCH-12, scale_factor=0.1, R 0.276 s -0.840
2022-11-10 00:24 R tpch arrow, native, memory_map=False, TPCH-12, scale_factor=10, R 3.310 s 1.446
2022-11-10 00:06 R tpch arrow, native, memory_map=False, TPCH-01, scale_factor=1, R 0.315 s -0.221
2022-11-10 00:09 R tpch arrow, native, memory_map=False, TPCH-03, scale_factor=1, R 0.275 s 0.072
2022-11-10 00:16 R tpch arrow, native, memory_map=False, TPCH-08, scale_factor=0.1, R 0.228 s 0.389
2022-11-10 00:17 R tpch arrow, parquet, memory_map=False, TPCH-08, scale_factor=0.1, R 0.304 s -0.031
2022-11-10 00:18 R tpch arrow, parquet, memory_map=False, TPCH-09, scale_factor=0.1, R 0.265 s 0.143
2022-11-10 00:11 R tpch arrow, native, memory_map=False, TPCH-04, scale_factor=10, R 1.248 s -1.886
2022-11-10 00:12 R tpch arrow, native, memory_map=False, TPCH-05, scale_factor=1, R 0.235 s 0.522
2022-11-10 00:13 R tpch arrow, parquet, memory_map=False, TPCH-06, scale_factor=0.01, R 0.142 s -0.113
2022-11-10 00:13 R tpch arrow, parquet, memory_map=False, TPCH-06, scale_factor=0.1, R 0.165 s 0.005
2022-11-10 00:16 R tpch arrow, native, memory_map=False, TPCH-08, scale_factor=0.01, R 0.223 s 0.505
2022-11-10 00:19 R tpch arrow, native, memory_map=False, TPCH-09, scale_factor=10, R 1.126 s 0.672
2022-11-10 00:10 R tpch arrow, parquet, memory_map=False, TPCH-04, scale_factor=0.01, R 0.163 s 0.220
2022-11-10 00:14 R tpch arrow, native, memory_map=False, TPCH-06, scale_factor=1, R 0.196 s -12.756
2022-11-10 00:15 R tpch arrow, native, memory_map=False, TPCH-07, scale_factor=0.01, R 0.196 s 0.341
2022-11-10 00:17 R tpch arrow, parquet, memory_map=False, TPCH-08, scale_factor=1, R 0.570 s -0.105
2022-11-10 00:18 R tpch arrow, parquet, memory_map=False, TPCH-09, scale_factor=0.01, R 0.224 s 0.344
2022-11-10 00:18 R tpch arrow, native, memory_map=False, TPCH-09, scale_factor=0.1, R 0.199 s 0.514
2022-11-10 00:21 R tpch arrow, native, memory_map=False, TPCH-10, scale_factor=10, R 1.141 s 0.136
2022-11-10 00:07 R tpch arrow, native, memory_map=False, TPCH-01, scale_factor=10, R 1.900 s -0.361
2022-11-10 00:08 R tpch arrow, parquet, memory_map=False, TPCH-02, scale_factor=10, R 1.174 s -0.478
2022-11-10 00:20 R tpch arrow, parquet, memory_map=False, TPCH-10, scale_factor=1, R 0.530 s 0.155
2022-11-10 00:21 R tpch arrow, parquet, memory_map=False, TPCH-10, scale_factor=10, R 3.325 s -1.114
2022-11-10 00:12 R tpch arrow, native, memory_map=False, TPCH-05, scale_factor=0.1, R 0.182 s 0.429
2022-11-10 00:14 R tpch arrow, native, memory_map=False, TPCH-06, scale_factor=10, R 0.462 s 0.606
2022-11-10 00:15 R tpch arrow, native, memory_map=False, TPCH-07, scale_factor=0.1, R 0.200 s 0.325
2022-11-10 00:15 R tpch arrow, native, memory_map=False, TPCH-07, scale_factor=1, R 0.276 s 0.134
2022-11-10 00:19 R tpch arrow, parquet, memory_map=False, TPCH-09, scale_factor=10, R 3.955 s -0.060
2022-11-10 00:12 R tpch arrow, parquet, memory_map=False, TPCH-05, scale_factor=0.01, R 0.218 s 0.274
2022-11-10 00:25 R tpch arrow, parquet, memory_map=False, TPCH-13, scale_factor=0.1, R 0.281 s 0.162
2022-11-10 00:14 R tpch arrow, parquet, memory_map=False, TPCH-06, scale_factor=10, R 2.520 s -1.099
2022-11-10 00:17 R tpch arrow, native, memory_map=False, TPCH-08, scale_factor=1, R 0.262 s 0.472
2022-11-10 00:22 R tpch arrow, parquet, memory_map=False, TPCH-11, scale_factor=10, R 3.706 s 0.006
2022-11-10 00:28 R tpch arrow, parquet, memory_map=False, TPCH-15, scale_factor=0.1, R 0.201 s 0.225
2022-11-10 00:10 R tpch arrow, native, memory_map=False, TPCH-04, scale_factor=0.01, R 0.135 s 0.607
2022-11-10 00:15 R tpch arrow, parquet, memory_map=False, TPCH-07, scale_factor=0.1, R 0.264 s 0.119
2022-11-10 00:11 R tpch arrow, parquet, memory_map=False, TPCH-04, scale_factor=1, R 0.267 s 0.435
2022-11-10 00:20 R tpch arrow, parquet, memory_map=False, TPCH-10, scale_factor=0.1, R 0.239 s 0.267
2022-11-10 00:25 R tpch arrow, parquet, memory_map=False, TPCH-13, scale_factor=0.01, R 0.160 s -0.121
2022-11-10 00:25 R tpch arrow, native, memory_map=False, TPCH-13, scale_factor=10, R 5.012 s -0.122
2022-11-10 00:26 R tpch arrow, native, memory_map=False, TPCH-14, scale_factor=0.01, R 0.146 s 0.093
2022-11-10 00:26 R tpch arrow, parquet, memory_map=False, TPCH-14, scale_factor=0.01, R 0.184 s -0.093
2022-11-10 00:12 R tpch arrow, native, memory_map=False, TPCH-05, scale_factor=0.01, R 0.176 s 0.568
2022-11-10 00:18 R tpch arrow, parquet, memory_map=False, TPCH-08, scale_factor=10, R 3.330 s -0.102
2022-11-10 00:28 R tpch arrow, native, memory_map=False, TPCH-15, scale_factor=0.01, R 0.142 s 0.431
2022-11-10 00:18 R tpch arrow, native, memory_map=False, TPCH-09, scale_factor=1, R 0.294 s 0.553
2022-11-10 00:21 R tpch arrow, native, memory_map=False, TPCH-11, scale_factor=0.01, R 0.143 s 0.419
2022-11-10 00:21 R tpch arrow, parquet, memory_map=False, TPCH-11, scale_factor=0.01, R 0.181 s 0.198
2022-11-10 00:23 R tpch arrow, native, memory_map=False, TPCH-12, scale_factor=0.1, R 0.197 s 0.172
2022-11-10 00:23 R tpch arrow, parquet, memory_map=False, TPCH-12, scale_factor=1, R 1.157 s -0.428
2022-11-10 00:18 R tpch arrow, native, memory_map=False, TPCH-09, scale_factor=0.01, R 0.185 s 0.441
2022-11-10 00:21 R tpch arrow, parquet, memory_map=False, TPCH-11, scale_factor=0.1, R 0.222 s -0.345
2022-11-10 00:22 R tpch arrow, native, memory_map=False, TPCH-11, scale_factor=1, R 0.261 s 0.453
2022-11-10 00:22 R tpch arrow, native, memory_map=False, TPCH-12, scale_factor=0.01, R 0.142 s -0.181
2022-11-10 00:25 R tpch arrow, native, memory_map=False, TPCH-13, scale_factor=1, R 0.632 s -0.097
2022-11-10 00:26 R tpch arrow, parquet, memory_map=False, TPCH-13, scale_factor=10, R 7.152 s -0.908
2022-11-10 00:18 R tpch arrow, parquet, memory_map=False, TPCH-09, scale_factor=1, R 0.610 s 0.093
2022-11-10 00:28 R tpch arrow, parquet, memory_map=False, TPCH-15, scale_factor=0.01, R 0.175 s 0.134
2022-11-10 00:22 R tpch arrow, native, memory_map=False, TPCH-11, scale_factor=10, R 1.450 s 0.719
2022-11-10 00:30 R tpch arrow, parquet, memory_map=False, TPCH-16, scale_factor=1, R 0.453 s -0.810
2022-11-10 00:20 R tpch arrow, native, memory_map=False, TPCH-10, scale_factor=0.01, R 0.174 s 0.380
2022-11-10 00:20 R tpch arrow, parquet, memory_map=False, TPCH-10, scale_factor=0.01, R 0.211 s 0.064
2022-11-10 00:21 R tpch arrow, native, memory_map=False, TPCH-11, scale_factor=0.1, R 0.159 s 0.455
2022-11-10 00:22 R tpch arrow, parquet, memory_map=False, TPCH-12, scale_factor=0.01, R 0.180 s 0.001
2022-11-10 00:24 R tpch arrow, native, memory_map=False, TPCH-13, scale_factor=0.01, R 0.125 s 0.364
2022-11-10 00:23 R tpch arrow, native, memory_map=False, TPCH-12, scale_factor=1, R 0.464 s 0.154
2022-11-10 00:27 R tpch arrow, native, memory_map=False, TPCH-14, scale_factor=10, R 2.172 s -0.449
2022-11-10 00:26 R tpch arrow, native, memory_map=False, TPCH-14, scale_factor=0.1, R 0.169 s 0.058
2022-11-10 00:28 R tpch arrow, native, memory_map=False, TPCH-15, scale_factor=0.1, R 0.148 s -0.046
2022-11-10 00:28 R tpch arrow, native, memory_map=False, TPCH-15, scale_factor=1, R 0.204 s 0.593
2022-11-10 00:24 R tpch arrow, parquet, memory_map=False, TPCH-12, scale_factor=10, R 9.155 s 0.272
2022-11-10 00:25 R tpch arrow, native, memory_map=False, TPCH-13, scale_factor=0.1, R 0.218 s 0.436
2022-11-10 00:28 R tpch arrow, parquet, memory_map=False, TPCH-15, scale_factor=1, R 0.474 s -0.471
2022-11-10 00:32 R tpch arrow, parquet, memory_map=False, TPCH-17, scale_factor=10, R 9.180 s 1.005
2022-11-10 00:26 R tpch arrow, parquet, memory_map=False, TPCH-14, scale_factor=0.1, R 0.256 s -0.190
2022-11-10 00:28 R tpch arrow, parquet, memory_map=False, TPCH-14, scale_factor=10, R 7.505 s 0.084
2022-11-10 00:29 R tpch arrow, parquet, memory_map=False, TPCH-16, scale_factor=0.01, R 0.167 s 0.073
2022-11-10 00:29 R tpch arrow, parquet, memory_map=False, TPCH-15, scale_factor=10, R 3.039 s -0.026
2022-11-10 00:30 R tpch arrow, parquet, memory_map=False, TPCH-16, scale_factor=0.1, R 0.205 s -0.005
2022-11-10 00:29 R tpch arrow, native, memory_map=False, TPCH-15, scale_factor=10, R 0.861 s -0.058
2022-11-10 00:29 R tpch arrow, native, memory_map=False, TPCH-16, scale_factor=0.01, R 0.134 s 0.212
2022-11-10 00:31 R tpch arrow, native, memory_map=False, TPCH-17, scale_factor=0.1, R 0.151 s 0.149
2022-11-10 00:30 R tpch arrow, parquet, memory_map=False, TPCH-16, scale_factor=10, R 3.078 s 0.781
2022-11-10 00:30 R tpch arrow, native, memory_map=False, TPCH-16, scale_factor=1, R 0.238 s 0.671
2022-11-10 00:31 R tpch arrow, parquet, memory_map=False, TPCH-17, scale_factor=0.01, R 0.191 s 0.197
2022-11-10 00:31 R tpch arrow, parquet, memory_map=False, TPCH-17, scale_factor=0.1, R 0.277 s 0.151
2022-11-10 00:30 R tpch arrow, native, memory_map=False, TPCH-16, scale_factor=10, R 1.154 s 0.139
2022-11-10 00:31 R tpch arrow, parquet, memory_map=False, TPCH-17, scale_factor=1, R 1.218 s 0.077
2022-11-10 00:30 R tpch arrow, native, memory_map=False, TPCH-17, scale_factor=0.01, R 0.149 s 0.164
2022-11-10 00:32 R tpch arrow, native, memory_map=False, TPCH-17, scale_factor=10, R 0.845 s 0.732
2022-11-10 00:31 R tpch arrow, native, memory_map=False, TPCH-17, scale_factor=1, R 0.216 s 0.164
2022-11-10 00:32 R tpch arrow, native, memory_map=False, TPCH-18, scale_factor=0.01, R 0.134 s 0.458
2022-11-10 00:33 R tpch arrow, native, memory_map=False, TPCH-18, scale_factor=0.1, R 0.147 s 0.242
2022-11-10 00:33 R tpch arrow, parquet, memory_map=False, TPCH-18, scale_factor=0.1, R 0.193 s 0.280
2022-11-10 00:32 R tpch arrow, parquet, memory_map=False, TPCH-18, scale_factor=0.01, R 0.172 s -0.108
2022-11-10 00:33 R tpch arrow, parquet, memory_map=False, TPCH-18, scale_factor=1, R 0.535 s -1.112
2022-11-10 00:33 R tpch arrow, native, memory_map=False, TPCH-18, scale_factor=1, R 0.328 s 0.414
2022-11-10 00:35 R tpch arrow, native, memory_map=False, TPCH-19, scale_factor=1, R 0.958 s -0.056
2022-11-10 00:34 R tpch arrow, parquet, memory_map=False, TPCH-19, scale_factor=0.01, R 0.224 s -0.687
2022-11-10 00:34 R tpch arrow, native, memory_map=False, TPCH-18, scale_factor=10, R 2.995 s 0.632
2022-11-10 00:34 R tpch arrow, native, memory_map=False, TPCH-19, scale_factor=0.01, R 0.182 s -0.682
2022-11-10 00:34 R tpch arrow, parquet, memory_map=False, TPCH-18, scale_factor=10, R 4.182 s 2.288
2022-11-10 00:34 R tpch arrow, parquet, memory_map=False, TPCH-19, scale_factor=0.1, R 0.328 s -0.566
2022-11-10 00:34 R tpch arrow, native, memory_map=False, TPCH-19, scale_factor=0.1, R 0.252 s -0.697
2022-11-10 00:35 R tpch arrow, parquet, memory_map=False, TPCH-19, scale_factor=1, R 1.582 s -0.895
2022-11-10 00:36 R tpch arrow, native, memory_map=False, TPCH-19, scale_factor=10, R 10.156 s 0.283
2022-11-10 00:37 R tpch arrow, parquet, memory_map=False, TPCH-20, scale_factor=0.1, R 0.296 s 0.200
2022-11-10 00:37 R tpch arrow, native, memory_map=False, TPCH-20, scale_factor=0.01, R 0.174 s 0.773
2022-11-10 00:39 R tpch arrow, native, memory_map=False, TPCH-21, scale_factor=0.1, R 0.475 s 0.027
2022-11-10 00:37 R tpch arrow, native, memory_map=False, TPCH-20, scale_factor=0.1, R 0.177 s 0.727
2022-11-10 00:38 R tpch arrow, native, memory_map=False, TPCH-20, scale_factor=10, R 0.779 s -0.026
2022-11-10 00:37 R tpch arrow, parquet, memory_map=False, TPCH-19, scale_factor=10, R 14.780 s 0.201
2022-11-10 00:37 R tpch arrow, parquet, memory_map=False, TPCH-20, scale_factor=0.01, R 0.226 s 0.005
2022-11-10 00:40 R tpch arrow, parquet, memory_map=False, TPCH-22, scale_factor=0.01, R 0.169 s -0.269
2022-11-10 00:41 R tpch arrow, native, memory_map=False, TPCH-22, scale_factor=0.1, R 0.134 s 0.592
2022-11-10 00:41 R tpch arrow, native, memory_map=False, TPCH-22, scale_factor=1, R 0.154 s 0.236
2022-11-10 00:37 R tpch arrow, native, memory_map=False, TPCH-20, scale_factor=1, R 0.230 s 0.609
2022-11-10 00:37 R tpch arrow, parquet, memory_map=False, TPCH-20, scale_factor=1, R 1.093 s 0.339
2022-11-10 00:41 R tpch arrow, parquet, memory_map=False, TPCH-22, scale_factor=1, R 0.380 s 0.169
2022-11-10 00:41 R tpch arrow, parquet, memory_map=False, TPCH-22, scale_factor=0.1, R 0.189 s -0.270
2022-11-10 00:39 R tpch arrow, parquet, memory_map=False, TPCH-21, scale_factor=0.01, R 0.311 s 0.175
2022-11-10 00:39 R tpch arrow, native, memory_map=False, TPCH-21, scale_factor=1, R 2.603 s -0.409
2022-11-10 00:39 R tpch arrow, parquet, memory_map=False, TPCH-21, scale_factor=0.1, R 0.575 s 0.122
2022-11-10 00:39 R tpch arrow, native, memory_map=False, TPCH-21, scale_factor=0.01, R 0.262 s 0.255
2022-11-10 00:41 R tpch arrow, native, memory_map=False, TPCH-22, scale_factor=10, R 0.324 s -0.747
2022-11-10 00:39 R tpch arrow, parquet, memory_map=False, TPCH-20, scale_factor=10, R 8.179 s -1.429
2022-11-10 00:40 R tpch arrow, parquet, memory_map=False, TPCH-21, scale_factor=1, R 3.184 s -0.592
2022-11-10 00:40 R tpch arrow, native, memory_map=False, TPCH-22, scale_factor=0.01, R 0.130 s 0.790
2022-11-10 00:41 R tpch arrow, parquet, memory_map=False, TPCH-22, scale_factor=10, R 2.372 s 0.046