Top Outliers
Benchmarks
Date Lang Batch Benchmark Mean Z-Score Error
2022-11-23 18:40 R tpch arrow, parquet, memory_map=False, TPCH-02, scale_factor=0.01, R 0.232 s -0.166
2022-11-23 18:41 R tpch arrow, parquet, memory_map=False, TPCH-03, scale_factor=1, R 0.471 s 0.526
2022-11-23 18:44 R tpch arrow, parquet, memory_map=False, TPCH-04, scale_factor=10, R 1.078 s -1.014
2022-11-23 18:47 R tpch arrow, parquet, memory_map=False, TPCH-06, scale_factor=10, R 2.503 s 0.542
2022-11-23 18:40 R tpch arrow, parquet, memory_map=False, TPCH-02, scale_factor=0.1, R 0.242 s -0.673
2022-11-23 18:38 R tpch arrow, native, memory_map=False, TPCH-01, scale_factor=0.01, R 0.139 s 0.266
2022-11-23 18:40 R tpch arrow, native, memory_map=False, TPCH-02, scale_factor=1, R 0.252 s 0.934
2022-11-23 18:43 R tpch arrow, parquet, memory_map=False, TPCH-04, scale_factor=0.1, R 0.170 s 1.444
2022-11-23 18:47 R tpch arrow, native, memory_map=False, TPCH-06, scale_factor=10, R 0.466 s -0.710
2022-11-23 18:47 R tpch arrow, native, memory_map=False, TPCH-07, scale_factor=0.01, R 0.194 s 1.183
2022-11-23 18:40 R tpch arrow, native, memory_map=False, TPCH-02, scale_factor=0.01, R 0.190 s 0.135
2022-11-23 18:41 R tpch arrow, native, memory_map=False, TPCH-03, scale_factor=1, R 0.272 s 0.739
2022-11-23 18:44 R tpch arrow, native, memory_map=False, TPCH-04, scale_factor=10, R 1.224 s 0.428
2022-11-23 18:49 R tpch arrow, native, memory_map=False, TPCH-08, scale_factor=0.1, R 0.228 s 0.169
2022-11-23 18:52 R tpch arrow, native, memory_map=False, TPCH-10, scale_factor=0.01, R 0.173 s 1.045
2022-11-23 18:40 R tpch arrow, native, memory_map=False, TPCH-02, scale_factor=0.1, R 0.199 s -1.172
2022-11-23 18:40 R tpch arrow, native, memory_map=False, TPCH-02, scale_factor=10, R 0.835 s -0.415
2022-11-23 18:46 R tpch arrow, native, memory_map=False, TPCH-06, scale_factor=0.1, R 0.113 s 0.928
2022-11-23 18:46 R tpch arrow, native, memory_map=False, TPCH-06, scale_factor=1, R 0.145 s 0.240
2022-11-23 18:47 R tpch arrow, native, memory_map=False, TPCH-07, scale_factor=1, R 0.273 s 1.363
2022-11-23 18:41 R tpch arrow, native, memory_map=False, TPCH-03, scale_factor=0.1, R 0.165 s -0.423
2022-11-23 18:45 R tpch arrow, native, memory_map=False, TPCH-05, scale_factor=10, R 0.814 s -0.167
2022-11-23 18:49 R tpch arrow, native, memory_map=False, TPCH-08, scale_factor=0.01, R 0.223 s 1.201
2022-11-23 18:50 R tpch arrow, native, memory_map=False, TPCH-08, scale_factor=10, R 0.650 s 0.305
2022-11-23 18:39 R tpch arrow, parquet, memory_map=False, TPCH-01, scale_factor=1, R 0.543 s -0.066
2022-11-23 18:51 R tpch arrow, parquet, memory_map=False, TPCH-09, scale_factor=1, R 0.608 s 0.522
2022-11-23 18:44 R tpch arrow, native, memory_map=False, TPCH-05, scale_factor=0.1, R 0.180 s 1.475
2022-11-23 18:47 R tpch arrow, native, memory_map=False, TPCH-07, scale_factor=0.1, R 0.200 s -0.254
2022-11-23 18:40 R tpch arrow, parquet, memory_map=False, TPCH-02, scale_factor=1, R 0.322 s -0.292
2022-11-23 18:44 R tpch arrow, parquet, memory_map=False, TPCH-05, scale_factor=0.01, R 0.220 s -0.128
2022-11-23 18:45 R tpch arrow, parquet, memory_map=False, TPCH-05, scale_factor=1, R 0.510 s 0.368
2022-11-23 18:52 R tpch arrow, parquet, memory_map=False, TPCH-09, scale_factor=10, R 4.014 s -1.872
2022-11-23 18:55 R tpch arrow, native, memory_map=False, TPCH-12, scale_factor=0.1, R 0.199 s -1.094
2022-11-23 18:38 R tpch arrow, parquet, memory_map=False, TPCH-01, scale_factor=0.1, R 0.202 s 0.190
2022-11-23 18:42 R tpch arrow, native, memory_map=False, TPCH-04, scale_factor=0.01, R 0.136 s -0.621
2022-11-23 18:46 R tpch arrow, parquet, memory_map=False, TPCH-06, scale_factor=0.1, R 0.163 s 1.518
2022-11-23 18:49 R tpch arrow, parquet, memory_map=False, TPCH-08, scale_factor=0.01, R 0.275 s -0.744
2022-11-23 18:50 R tpch arrow, parquet, memory_map=False, TPCH-09, scale_factor=0.01, R 0.225 s 0.838
2022-11-23 18:51 R tpch arrow, parquet, memory_map=False, TPCH-09, scale_factor=0.1, R 0.265 s 0.029
2022-11-23 18:53 R tpch arrow, native, memory_map=False, TPCH-10, scale_factor=1, R 0.273 s -0.418
2022-11-23 18:40 R tpch arrow, parquet, memory_map=False, TPCH-01, scale_factor=10, R 3.528 s 0.329
2022-11-23 18:41 R tpch arrow, parquet, memory_map=False, TPCH-02, scale_factor=10, R 1.166 s 0.259
2022-11-23 18:41 R tpch arrow, parquet, memory_map=False, TPCH-03, scale_factor=0.01, R 0.189 s 0.800
2022-11-23 18:41 R tpch arrow, parquet, memory_map=False, TPCH-03, scale_factor=0.1, R 0.215 s 0.438
2022-11-23 18:46 R tpch arrow, parquet, memory_map=False, TPCH-06, scale_factor=1, R 0.391 s 0.189
2022-11-23 18:38 R tpch arrow, parquet, memory_map=False, TPCH-01, scale_factor=0.01, R 0.169 s 0.418
2022-11-23 18:42 R tpch arrow, native, memory_map=False, TPCH-03, scale_factor=10, R 1.371 s 0.304
2022-11-23 18:44 R tpch arrow, parquet, memory_map=False, TPCH-05, scale_factor=0.1, R 0.247 s 1.363
2022-11-23 18:52 R tpch arrow, native, memory_map=False, TPCH-10, scale_factor=0.1, R 0.182 s -0.636
2022-11-23 18:54 R tpch arrow, parquet, memory_map=False, TPCH-11, scale_factor=0.01, R 0.181 s 0.296
2022-11-23 18:38 R tpch arrow, native, memory_map=False, TPCH-01, scale_factor=0.1, R 0.153 s 0.021
2022-11-23 18:50 R tpch arrow, native, memory_map=False, TPCH-09, scale_factor=0.01, R 0.184 s 0.981
2022-11-23 18:52 R tpch arrow, parquet, memory_map=False, TPCH-10, scale_factor=0.1, R 0.238 s 0.150
2022-11-23 18:55 R tpch arrow, native, memory_map=False, TPCH-12, scale_factor=1, R 0.463 s 0.345
2022-11-23 18:39 R tpch arrow, native, memory_map=False, TPCH-01, scale_factor=1, R 0.316 s 0.027
2022-11-23 18:41 R tpch arrow, native, memory_map=False, TPCH-03, scale_factor=0.01, R 0.158 s -0.183
2022-11-23 18:42 R tpch arrow, parquet, memory_map=False, TPCH-03, scale_factor=10, R 3.072 s -0.487
2022-11-23 18:43 R tpch arrow, native, memory_map=False, TPCH-04, scale_factor=1, R 0.245 s 0.217
2022-11-23 18:53 R tpch arrow, native, memory_map=False, TPCH-10, scale_factor=10, R 1.138 s 0.527
2022-11-23 18:55 R tpch arrow, parquet, memory_map=False, TPCH-11, scale_factor=10, R 3.663 s 0.092
2022-11-23 18:56 R tpch arrow, parquet, memory_map=False, TPCH-12, scale_factor=1, R 1.161 s -0.850
2022-11-23 18:43 R tpch arrow, native, memory_map=False, TPCH-04, scale_factor=0.1, R 0.141 s 2.067
2022-11-23 18:43 R tpch arrow, parquet, memory_map=False, TPCH-04, scale_factor=1, R 0.265 s 1.312
2022-11-23 18:45 R tpch arrow, parquet, memory_map=False, TPCH-05, scale_factor=10, R 3.120 s -0.100
2022-11-23 18:47 R tpch arrow, parquet, memory_map=False, TPCH-07, scale_factor=0.01, R 0.236 s -0.340
2022-11-23 18:47 R tpch arrow, parquet, memory_map=False, TPCH-07, scale_factor=0.1, R 0.262 s 0.129
2022-11-23 18:55 R tpch arrow, parquet, memory_map=False, TPCH-12, scale_factor=0.01, R 0.180 s -0.320
2022-11-23 18:39 R tpch arrow, native, memory_map=False, TPCH-01, scale_factor=10, R 1.885 s 0.225
2022-11-23 18:42 R tpch arrow, parquet, memory_map=False, TPCH-04, scale_factor=0.01, R 0.161 s 0.926
2022-11-23 18:44 R tpch arrow, native, memory_map=False, TPCH-05, scale_factor=0.01, R 0.176 s 1.011
2022-11-23 18:45 R tpch arrow, native, memory_map=False, TPCH-06, scale_factor=0.01, R 0.112 s -1.417
2022-11-23 18:52 R tpch arrow, native, memory_map=False, TPCH-09, scale_factor=10, R 1.133 s -0.973
2022-11-23 18:55 R tpch arrow, native, memory_map=False, TPCH-12, scale_factor=0.01, R 0.142 s -0.820
2022-11-23 18:55 R tpch arrow, parquet, memory_map=False, TPCH-12, scale_factor=0.1, R 0.271 s 1.111
2022-11-23 18:44 R tpch arrow, native, memory_map=False, TPCH-05, scale_factor=1, R 0.237 s 0.186
2022-11-23 18:50 R tpch arrow, native, memory_map=False, TPCH-09, scale_factor=0.1, R 0.201 s -0.786
2022-11-23 18:54 R tpch arrow, parquet, memory_map=False, TPCH-11, scale_factor=0.1, R 0.220 s 0.032
2022-11-23 18:46 R tpch arrow, parquet, memory_map=False, TPCH-06, scale_factor=0.01, R 0.143 s -1.038
2022-11-23 18:48 R tpch arrow, parquet, memory_map=False, TPCH-07, scale_factor=10, R 3.109 s 0.141
2022-11-23 18:55 R tpch arrow, native, memory_map=False, TPCH-11, scale_factor=10, R 1.454 s 0.337
2022-11-23 18:48 R tpch arrow, parquet, memory_map=False, TPCH-07, scale_factor=1, R 0.531 s 0.337
2022-11-23 18:48 R tpch arrow, native, memory_map=False, TPCH-07, scale_factor=10, R 0.947 s 0.886
2022-11-23 18:49 R tpch arrow, native, memory_map=False, TPCH-08, scale_factor=1, R 0.264 s -1.107
2022-11-23 18:51 R tpch arrow, native, memory_map=False, TPCH-09, scale_factor=1, R 0.298 s -3.697
2022-11-23 18:53 R tpch arrow, parquet, memory_map=False, TPCH-10, scale_factor=1, R 0.530 s 0.501
2022-11-23 18:54 R tpch arrow, parquet, memory_map=False, TPCH-11, scale_factor=1, R 0.510 s 0.461
2022-11-23 18:56 R tpch arrow, native, memory_map=False, TPCH-12, scale_factor=10, R 3.325 s -0.358
2022-11-23 18:49 R tpch arrow, parquet, memory_map=False, TPCH-08, scale_factor=0.1, R 0.300 s 0.659
2022-11-23 18:54 R tpch arrow, parquet, memory_map=False, TPCH-10, scale_factor=10, R 3.312 s -0.074
2022-11-23 18:49 R tpch arrow, parquet, memory_map=False, TPCH-08, scale_factor=1, R 0.566 s 0.647
2022-11-23 18:50 R tpch arrow, parquet, memory_map=False, TPCH-08, scale_factor=10, R 3.350 s -0.337
2022-11-23 18:57 R tpch arrow, parquet, memory_map=False, TPCH-12, scale_factor=10, R 9.124 s 1.085
2022-11-23 18:52 R tpch arrow, parquet, memory_map=False, TPCH-10, scale_factor=0.01, R 0.210 s 0.138
2022-11-23 18:54 R tpch arrow, native, memory_map=False, TPCH-11, scale_factor=1, R 0.260 s 0.217
2022-11-23 18:54 R tpch arrow, native, memory_map=False, TPCH-11, scale_factor=0.01, R 0.143 s 0.062
2022-11-23 18:54 R tpch arrow, native, memory_map=False, TPCH-11, scale_factor=0.1, R 0.158 s 0.233
2022-11-23 18:57 R tpch arrow, parquet, memory_map=False, TPCH-13, scale_factor=0.1, R 0.280 s 0.803
2022-11-23 18:58 R tpch arrow, parquet, memory_map=False, TPCH-13, scale_factor=1, R 0.862 s 1.227
2022-11-23 18:57 R tpch arrow, native, memory_map=False, TPCH-13, scale_factor=0.01, R 0.124 s 0.659
2022-11-23 18:57 R tpch arrow, native, memory_map=False, TPCH-13, scale_factor=0.1, R 0.217 s 1.187
2022-11-23 18:57 R tpch arrow, native, memory_map=False, TPCH-13, scale_factor=1, R 0.630 s -0.083
2022-11-23 18:57 R tpch arrow, parquet, memory_map=False, TPCH-13, scale_factor=0.01, R 0.159 s -0.029
2022-11-23 18:59 R tpch arrow, native, memory_map=False, TPCH-14, scale_factor=1, R 0.350 s 0.140
2022-11-23 18:59 R tpch arrow, parquet, memory_map=False, TPCH-13, scale_factor=10, R 7.148 s -0.428
2022-11-23 18:59 R tpch arrow, parquet, memory_map=False, TPCH-14, scale_factor=0.1, R 0.256 s -0.137
2022-11-23 18:59 R tpch arrow, native, memory_map=False, TPCH-14, scale_factor=0.01, R 0.145 s 0.428
2022-11-23 18:58 R tpch arrow, native, memory_map=False, TPCH-13, scale_factor=10, R 5.012 s -0.146
2022-11-23 18:59 R tpch arrow, parquet, memory_map=False, TPCH-14, scale_factor=0.01, R 0.184 s -0.009
2022-11-23 19:00 R tpch arrow, native, memory_map=False, TPCH-15, scale_factor=0.01, R 0.142 s -0.721
2022-11-23 19:00 R tpch arrow, native, memory_map=False, TPCH-14, scale_factor=10, R 2.164 s 0.689
2022-11-23 18:59 R tpch arrow, native, memory_map=False, TPCH-14, scale_factor=0.1, R 0.168 s 0.565
2022-11-23 18:59 R tpch arrow, parquet, memory_map=False, TPCH-14, scale_factor=1, R 0.971 s 0.093
2022-11-23 19:01 R tpch arrow, parquet, memory_map=False, TPCH-15, scale_factor=0.1, R 0.203 s -0.521
2022-11-23 19:07 R tpch arrow, parquet, memory_map=False, TPCH-18, scale_factor=10, R 4.548 s -0.581
2022-11-23 19:01 R tpch arrow, parquet, memory_map=False, TPCH-15, scale_factor=0.01, R 0.173 s 1.715
2022-11-23 19:00 R tpch arrow, parquet, memory_map=False, TPCH-14, scale_factor=10, R 7.507 s 0.468
2022-11-23 19:02 R tpch arrow, native, memory_map=False, TPCH-15, scale_factor=10, R 0.856 s 0.445
2022-11-23 19:02 R tpch arrow, parquet, memory_map=False, TPCH-16, scale_factor=0.01, R 0.166 s 0.885
2022-11-23 19:02 R tpch arrow, parquet, memory_map=False, TPCH-15, scale_factor=10, R 3.050 s -0.026
2022-11-23 19:01 R tpch arrow, native, memory_map=False, TPCH-15, scale_factor=0.1, R 0.146 s 0.052
2022-11-23 19:01 R tpch arrow, parquet, memory_map=False, TPCH-15, scale_factor=1, R 0.472 s -0.651
2022-11-23 19:01 R tpch arrow, native, memory_map=False, TPCH-15, scale_factor=1, R 0.206 s -0.266
2022-11-23 19:02 R tpch arrow, native, memory_map=False, TPCH-16, scale_factor=0.1, R 0.153 s -1.604
2022-11-23 19:02 R tpch arrow, native, memory_map=False, TPCH-16, scale_factor=1, R 0.239 s 0.074
2022-11-23 19:03 R tpch arrow, parquet, memory_map=False, TPCH-16, scale_factor=1, R 0.447 s 0.751
2022-11-23 19:02 R tpch arrow, parquet, memory_map=False, TPCH-16, scale_factor=0.1, R 0.206 s 0.086
2022-11-23 19:03 R tpch arrow, native, memory_map=False, TPCH-16, scale_factor=10, R 1.155 s -0.699
2022-11-23 19:03 R tpch arrow, native, memory_map=False, TPCH-17, scale_factor=0.1, R 0.151 s 0.208
2022-11-23 19:02 R tpch arrow, native, memory_map=False, TPCH-16, scale_factor=0.01, R 0.133 s 1.129
2022-11-23 19:03 R tpch arrow, parquet, memory_map=False, TPCH-16, scale_factor=10, R 3.097 s -0.047
2022-11-23 19:03 R tpch arrow, native, memory_map=False, TPCH-17, scale_factor=0.01, R 0.149 s -0.627
2022-11-23 19:04 R tpch arrow, parquet, memory_map=False, TPCH-17, scale_factor=1, R 1.220 s 0.244
2022-11-23 19:03 R tpch arrow, parquet, memory_map=False, TPCH-17, scale_factor=0.01, R 0.191 s 0.354
2022-11-23 19:03 R tpch arrow, parquet, memory_map=False, TPCH-17, scale_factor=0.1, R 0.279 s -0.379
2022-11-23 19:04 R tpch arrow, native, memory_map=False, TPCH-17, scale_factor=1, R 0.216 s -0.480
2022-11-23 19:04 R tpch arrow, native, memory_map=False, TPCH-17, scale_factor=10, R 0.851 s -1.331
2022-11-23 19:05 R tpch arrow, parquet, memory_map=False, TPCH-18, scale_factor=0.01, R 0.172 s -0.935
2022-11-23 19:06 R tpch arrow, native, memory_map=False, TPCH-18, scale_factor=1, R 0.330 s -1.462
2022-11-23 19:05 R tpch arrow, native, memory_map=False, TPCH-18, scale_factor=0.01, R 0.134 s 0.667
2022-11-23 19:05 R tpch arrow, parquet, memory_map=False, TPCH-17, scale_factor=10, R 9.758 s -1.007
2022-11-23 19:06 R tpch arrow, native, memory_map=False, TPCH-18, scale_factor=10, R 3.007 s 0.106
2022-11-23 19:05 R tpch arrow, native, memory_map=False, TPCH-18, scale_factor=0.1, R 0.148 s -1.591
2022-11-23 19:05 R tpch arrow, parquet, memory_map=False, TPCH-18, scale_factor=0.1, R 0.195 s -0.509
2022-11-23 19:06 R tpch arrow, parquet, memory_map=False, TPCH-18, scale_factor=1, R 0.523 s -0.032
2022-11-23 19:11 R tpch arrow, native, memory_map=False, TPCH-20, scale_factor=10, R 0.774 s 0.593
2022-11-23 19:13 R tpch arrow, parquet, memory_map=False, TPCH-22, scale_factor=0.01, R 0.169 s -0.371
2022-11-23 19:07 R tpch arrow, native, memory_map=False, TPCH-19, scale_factor=0.01, R 0.183 s -1.180
2022-11-23 19:07 R tpch arrow, native, memory_map=False, TPCH-19, scale_factor=1, R 0.948 s 2.354
2022-11-23 19:14 R tpch arrow, parquet, memory_map=False, TPCH-22, scale_factor=1, R 0.379 s 0.754
2022-11-23 19:07 R tpch arrow, parquet, memory_map=False, TPCH-19, scale_factor=0.1, R 0.329 s 0.184
2022-11-23 19:10 R tpch arrow, parquet, memory_map=False, TPCH-20, scale_factor=0.1, R 0.297 s 0.196
2022-11-23 19:07 R tpch arrow, parquet, memory_map=False, TPCH-19, scale_factor=0.01, R 0.224 s 0.401
2022-11-23 19:10 R tpch arrow, parquet, memory_map=False, TPCH-20, scale_factor=1, R 1.111 s -1.706
2022-11-23 19:13 R tpch arrow, native, memory_map=False, TPCH-22, scale_factor=0.1, R 0.136 s -1.205
2022-11-23 19:07 R tpch arrow, native, memory_map=False, TPCH-19, scale_factor=0.1, R 0.254 s -1.660
2022-11-23 19:10 R tpch arrow, native, memory_map=False, TPCH-20, scale_factor=0.01, R 0.176 s 0.149
2022-11-23 19:12 R tpch arrow, parquet, memory_map=False, TPCH-21, scale_factor=0.1, R 0.575 s 0.208
2022-11-23 19:12 R tpch arrow, native, memory_map=False, TPCH-21, scale_factor=0.1, R 0.477 s -0.485
2022-11-23 19:13 R tpch arrow, native, memory_map=False, TPCH-22, scale_factor=0.01, R 0.133 s -0.559
2022-11-23 19:10 R tpch arrow, parquet, memory_map=False, TPCH-20, scale_factor=0.01, R 0.227 s -1.001
2022-11-23 19:13 R tpch arrow, parquet, memory_map=False, TPCH-22, scale_factor=0.1, R 0.190 s -1.097
2022-11-23 19:09 R tpch arrow, parquet, memory_map=False, TPCH-19, scale_factor=10, R 14.727 s 1.936
2022-11-23 19:12 R tpch arrow, parquet, memory_map=False, TPCH-21, scale_factor=1, R 3.158 s 0.813
2022-11-23 19:14 R tpch arrow, parquet, memory_map=False, TPCH-22, scale_factor=10, R 2.385 s -0.249
2022-11-23 19:08 R tpch arrow, parquet, memory_map=False, TPCH-19, scale_factor=1, R 1.581 s -0.176
2022-11-23 19:11 R tpch arrow, parquet, memory_map=False, TPCH-20, scale_factor=10, R 8.216 s -0.691
2022-11-23 19:14 R tpch arrow, native, memory_map=False, TPCH-22, scale_factor=10, R 0.320 s -0.649
2022-11-23 19:09 R tpch arrow, native, memory_map=False, TPCH-19, scale_factor=10, R 10.122 s 0.640
2022-11-23 19:10 R tpch arrow, native, memory_map=False, TPCH-20, scale_factor=1, R 0.283 s -9.876
2022-11-23 19:11 R tpch arrow, native, memory_map=False, TPCH-21, scale_factor=0.01, R 0.266 s -0.850
2022-11-23 19:12 R tpch arrow, native, memory_map=False, TPCH-21, scale_factor=1, R 2.617 s -1.186
2022-11-23 19:10 R tpch arrow, native, memory_map=False, TPCH-20, scale_factor=0.1, R 0.178 s 0.310
2022-11-23 19:12 R tpch arrow, parquet, memory_map=False, TPCH-21, scale_factor=0.01, R 0.317 s -2.547
2022-11-23 19:14 R tpch arrow, native, memory_map=False, TPCH-22, scale_factor=1, R 0.154 s -0.299