Top Outliers
Benchmarks
Date Lang Batch Benchmark Mean Z-Score Error
2022-11-24 02:41 R tpch arrow, native, memory_map=False, TPCH-01, scale_factor=0.01, R 0.139 s 0.201
2022-11-24 02:41 R tpch arrow, parquet, memory_map=False, TPCH-01, scale_factor=0.01, R 0.170 s 0.045
2022-11-24 02:42 R tpch arrow, native, memory_map=False, TPCH-01, scale_factor=10, R 1.890 s -0.015
2022-11-24 02:43 R tpch arrow, native, memory_map=False, TPCH-02, scale_factor=10, R 0.837 s -0.978
2022-11-24 02:44 R tpch arrow, parquet, memory_map=False, TPCH-03, scale_factor=0.1, R 0.216 s 0.105
2022-11-24 02:42 R tpch arrow, parquet, memory_map=False, TPCH-02, scale_factor=0.01, R 0.231 s -0.122
2022-11-24 02:45 R tpch arrow, native, memory_map=False, TPCH-03, scale_factor=10, R 1.377 s -0.381
2022-11-24 02:48 R tpch arrow, native, memory_map=False, TPCH-06, scale_factor=0.01, R 0.112 s -0.767
2022-11-24 02:50 R tpch arrow, parquet, memory_map=False, TPCH-07, scale_factor=0.1, R 0.265 s -1.073
2022-11-24 02:42 R tpch arrow, native, memory_map=False, TPCH-02, scale_factor=0.01, R 0.189 s 0.242
2022-11-24 02:43 R tpch arrow, native, memory_map=False, TPCH-02, scale_factor=1, R 0.255 s -1.193
2022-11-24 02:43 R tpch arrow, native, memory_map=False, TPCH-03, scale_factor=0.01, R 0.158 s -1.106
2022-11-24 02:45 R tpch arrow, native, memory_map=False, TPCH-04, scale_factor=0.1, R 0.143 s 0.261
2022-11-24 02:45 R tpch arrow, native, memory_map=False, TPCH-04, scale_factor=1, R 0.246 s -0.144
2022-11-24 02:47 R tpch arrow, parquet, memory_map=False, TPCH-05, scale_factor=0.1, R 0.248 s 0.432
2022-11-24 02:51 R tpch arrow, parquet, memory_map=False, TPCH-08, scale_factor=0.01, R 0.272 s 1.113
2022-11-24 02:51 R tpch arrow, parquet, memory_map=False, TPCH-08, scale_factor=0.1, R 0.301 s 0.343
2022-11-24 02:41 R tpch arrow, parquet, memory_map=False, TPCH-01, scale_factor=0.1, R 0.203 s -0.067
2022-11-24 02:49 R tpch arrow, native, memory_map=False, TPCH-06, scale_factor=1, R 0.146 s 0.078
2022-11-24 02:47 R tpch arrow, parquet, memory_map=False, TPCH-05, scale_factor=1, R 0.519 s -0.754
2022-11-24 02:49 R tpch arrow, parquet, memory_map=False, TPCH-06, scale_factor=1, R 0.391 s 0.129
2022-11-24 02:46 R tpch arrow, native, memory_map=False, TPCH-05, scale_factor=0.01, R 0.178 s -0.934
2022-11-24 02:53 R tpch arrow, native, memory_map=False, TPCH-09, scale_factor=0.1, R 0.198 s 1.705
2022-11-24 02:42 R tpch arrow, parquet, memory_map=False, TPCH-01, scale_factor=10, R 3.527 s 0.489
2022-11-24 02:43 R tpch arrow, parquet, memory_map=False, TPCH-02, scale_factor=1, R 0.325 s -1.592
2022-11-24 02:50 R tpch arrow, parquet, memory_map=False, TPCH-07, scale_factor=1, R 0.534 s -0.152
2022-11-24 02:51 R tpch arrow, parquet, memory_map=False, TPCH-07, scale_factor=10, R 3.135 s 0.089
2022-11-24 02:46 R tpch arrow, parquet, memory_map=False, TPCH-04, scale_factor=10, R 1.072 s -0.348
2022-11-24 02:48 R tpch arrow, parquet, memory_map=False, TPCH-05, scale_factor=10, R 3.096 s 0.894
2022-11-24 02:43 R tpch arrow, parquet, memory_map=False, TPCH-02, scale_factor=0.1, R 0.240 s 0.892
2022-11-24 02:47 R tpch arrow, parquet, memory_map=False, TPCH-05, scale_factor=0.01, R 0.218 s 0.165
2022-11-24 02:48 R tpch arrow, native, memory_map=False, TPCH-05, scale_factor=10, R 0.814 s -0.081
2022-11-24 02:44 R tpch arrow, parquet, memory_map=False, TPCH-03, scale_factor=1, R 0.475 s -0.290
2022-11-24 02:45 R tpch arrow, parquet, memory_map=False, TPCH-04, scale_factor=0.01, R 0.164 s -2.058
2022-11-24 02:45 R tpch arrow, parquet, memory_map=False, TPCH-04, scale_factor=0.1, R 0.172 s -0.927
2022-11-24 02:57 R tpch arrow, parquet, memory_map=False, TPCH-11, scale_factor=1, R 0.506 s 1.885
2022-11-24 02:58 R tpch arrow, parquet, memory_map=False, TPCH-12, scale_factor=0.1, R 0.270 s 1.152
2022-11-24 02:41 R tpch arrow, native, memory_map=False, TPCH-01, scale_factor=0.1, R 0.154 s -0.178
2022-11-24 02:46 R tpch arrow, parquet, memory_map=False, TPCH-04, scale_factor=1, R 0.266 s 1.042
2022-11-24 02:48 R tpch arrow, parquet, memory_map=False, TPCH-06, scale_factor=0.1, R 0.165 s 0.530
2022-11-24 02:49 R tpch arrow, parquet, memory_map=False, TPCH-06, scale_factor=10, R 2.509 s 0.227
2022-11-24 02:52 R tpch arrow, parquet, memory_map=False, TPCH-08, scale_factor=1, R 0.569 s -0.397
2022-11-24 02:54 R tpch arrow, parquet, memory_map=False, TPCH-09, scale_factor=10, R 4.064 s -4.209
2022-11-24 02:55 R tpch arrow, native, memory_map=False, TPCH-10, scale_factor=0.1, R 0.181 s 0.220
2022-11-24 02:56 R tpch arrow, parquet, memory_map=False, TPCH-10, scale_factor=10, R 3.293 s 0.445
2022-11-24 02:41 R tpch arrow, parquet, memory_map=False, TPCH-01, scale_factor=1, R 0.544 s -0.295
2022-11-24 02:43 R tpch arrow, parquet, memory_map=False, TPCH-03, scale_factor=0.01, R 0.189 s 0.660
2022-11-24 02:50 R tpch arrow, parquet, memory_map=False, TPCH-07, scale_factor=0.01, R 0.235 s 0.165
2022-11-24 02:53 R tpch arrow, parquet, memory_map=False, TPCH-09, scale_factor=1, R 0.625 s -5.318
2022-11-24 02:54 R tpch arrow, native, memory_map=False, TPCH-10, scale_factor=0.01, R 0.175 s -1.362
2022-11-24 02:56 R tpch arrow, native, memory_map=False, TPCH-10, scale_factor=10, R 1.145 s -0.181
2022-11-24 02:41 R tpch arrow, native, memory_map=False, TPCH-01, scale_factor=1, R 0.313 s 0.921
2022-11-24 02:43 R tpch arrow, parquet, memory_map=False, TPCH-02, scale_factor=10, R 1.168 s -0.014
2022-11-24 02:49 R tpch arrow, native, memory_map=False, TPCH-07, scale_factor=0.01, R 0.195 s 0.182
2022-11-24 02:51 R tpch arrow, native, memory_map=False, TPCH-08, scale_factor=0.1, R 0.228 s 0.180
2022-11-24 02:42 R tpch arrow, native, memory_map=False, TPCH-02, scale_factor=0.1, R 0.197 s 0.254
2022-11-24 02:46 R tpch arrow, native, memory_map=False, TPCH-04, scale_factor=10, R 1.225 s 0.473
2022-11-24 02:47 R tpch arrow, native, memory_map=False, TPCH-05, scale_factor=1, R 0.236 s 1.038
2022-11-24 02:49 R tpch arrow, native, memory_map=False, TPCH-06, scale_factor=10, R 0.466 s -0.399
2022-11-24 02:53 R tpch arrow, native, memory_map=False, TPCH-09, scale_factor=0.01, R 0.186 s -1.251
2022-11-24 02:59 R tpch arrow, parquet, memory_map=False, TPCH-12, scale_factor=10, R 9.264 s -1.101
2022-11-24 02:57 R tpch arrow, native, memory_map=False, TPCH-11, scale_factor=10, R 1.462 s -0.779
2022-11-24 03:00 R tpch arrow, native, memory_map=False, TPCH-13, scale_factor=0.1, R 0.220 s -0.527
2022-11-24 03:03 R tpch arrow, parquet, memory_map=False, TPCH-14, scale_factor=10, R 7.498 s 0.712
2022-11-24 03:03 R tpch arrow, native, memory_map=False, TPCH-15, scale_factor=0.1, R 0.147 s -1.284
2022-11-24 03:04 R tpch arrow, native, memory_map=False, TPCH-16, scale_factor=0.01, R 0.135 s -1.836
2022-11-24 03:10 R tpch arrow, native, memory_map=False, TPCH-19, scale_factor=1, R 0.957 s 0.724
2022-11-24 02:44 R tpch arrow, native, memory_map=False, TPCH-03, scale_factor=0.1, R 0.166 s -1.558
2022-11-24 02:45 R tpch arrow, native, memory_map=False, TPCH-04, scale_factor=0.01, R 0.136 s -0.793
2022-11-24 02:50 R tpch arrow, native, memory_map=False, TPCH-07, scale_factor=0.1, R 0.201 s -1.451
2022-11-24 02:53 R tpch arrow, parquet, memory_map=False, TPCH-08, scale_factor=10, R 3.357 s -0.709
2022-11-24 02:55 R tpch arrow, parquet, memory_map=False, TPCH-10, scale_factor=0.01, R 0.212 s -1.715
2022-11-24 02:56 R tpch arrow, native, memory_map=False, TPCH-11, scale_factor=0.1, R 0.159 s -0.745
2022-11-24 03:03 R tpch arrow, parquet, memory_map=False, TPCH-15, scale_factor=0.01, R 0.175 s -0.774
2022-11-24 03:06 R tpch arrow, native, memory_map=False, TPCH-17, scale_factor=0.1, R 0.152 s -0.469
2022-11-24 02:44 R tpch arrow, native, memory_map=False, TPCH-03, scale_factor=1, R 0.274 s -1.172
2022-11-24 02:48 R tpch arrow, native, memory_map=False, TPCH-06, scale_factor=0.1, R 0.113 s 1.215
2022-11-24 03:01 R tpch arrow, native, memory_map=False, TPCH-14, scale_factor=0.1, R 0.169 s -0.693
2022-11-24 03:05 R tpch arrow, parquet, memory_map=False, TPCH-16, scale_factor=10, R 3.087 s 0.494
2022-11-24 03:08 R tpch arrow, parquet, memory_map=False, TPCH-18, scale_factor=0.01, R 0.171 s -0.016
2022-11-24 02:45 R tpch arrow, parquet, memory_map=False, TPCH-03, scale_factor=10, R 3.054 s 0.209
2022-11-24 02:48 R tpch arrow, parquet, memory_map=False, TPCH-06, scale_factor=0.01, R 0.142 s -0.255
2022-11-24 02:51 R tpch arrow, native, memory_map=False, TPCH-08, scale_factor=0.01, R 0.223 s 0.805
2022-11-24 03:00 R tpch arrow, parquet, memory_map=False, TPCH-13, scale_factor=0.1, R 0.285 s -1.682
2022-11-24 03:01 R tpch arrow, native, memory_map=False, TPCH-14, scale_factor=0.01, R 0.145 s 1.030
2022-11-24 03:04 R tpch arrow, parquet, memory_map=False, TPCH-16, scale_factor=0.01, R 0.168 s -1.170
2022-11-24 03:05 R tpch arrow, native, memory_map=False, TPCH-16, scale_factor=0.1, R 0.153 s -1.718
2022-11-24 03:06 R tpch arrow, native, memory_map=False, TPCH-17, scale_factor=0.01, R 0.148 s 1.007
2022-11-24 03:06 R tpch arrow, parquet, memory_map=False, TPCH-17, scale_factor=0.01, R 0.193 s -1.139
2022-11-24 02:52 R tpch arrow, native, memory_map=False, TPCH-08, scale_factor=1, R 0.263 s 0.398
2022-11-24 02:53 R tpch arrow, parquet, memory_map=False, TPCH-09, scale_factor=0.1, R 0.266 s -0.284
2022-11-24 02:57 R tpch arrow, native, memory_map=False, TPCH-11, scale_factor=1, R 0.261 s 0.108
2022-11-24 02:58 R tpch arrow, native, memory_map=False, TPCH-12, scale_factor=1, R 0.465 s -0.395
2022-11-24 03:06 R tpch arrow, parquet, memory_map=False, TPCH-17, scale_factor=0.1, R 0.279 s -0.366
2022-11-24 02:47 R tpch arrow, native, memory_map=False, TPCH-05, scale_factor=0.1, R 0.181 s 0.651
2022-11-24 02:51 R tpch arrow, native, memory_map=False, TPCH-07, scale_factor=10, R 0.948 s 0.735
2022-11-24 03:00 R tpch arrow, native, memory_map=False, TPCH-13, scale_factor=1, R 0.636 s -1.165
2022-11-24 03:02 R tpch arrow, native, memory_map=False, TPCH-14, scale_factor=10, R 2.167 s 0.354
2022-11-24 03:06 R tpch arrow, parquet, memory_map=False, TPCH-17, scale_factor=1, R 1.192 s 1.831
2022-11-24 03:08 R tpch arrow, parquet, memory_map=False, TPCH-18, scale_factor=1, R 0.517 s 1.240
2022-11-24 03:11 R tpch arrow, native, memory_map=False, TPCH-19, scale_factor=10, R 10.136 s 0.171
2022-11-24 03:13 R tpch arrow, native, memory_map=False, TPCH-20, scale_factor=10, R 0.774 s 0.654
2022-11-24 02:50 R tpch arrow, native, memory_map=False, TPCH-07, scale_factor=1, R 0.274 s 0.274
2022-11-24 02:55 R tpch arrow, parquet, memory_map=False, TPCH-10, scale_factor=1, R 0.532 s -0.343
2022-11-24 02:58 R tpch arrow, parquet, memory_map=False, TPCH-12, scale_factor=1, R 1.153 s 0.142
2022-11-24 03:02 R tpch arrow, native, memory_map=False, TPCH-14, scale_factor=1, R 0.353 s -1.179
2022-11-24 03:03 R tpch arrow, parquet, memory_map=False, TPCH-15, scale_factor=0.1, R 0.203 s -0.697
2022-11-24 03:09 R tpch arrow, native, memory_map=False, TPCH-19, scale_factor=0.01, R 0.182 s 0.492
2022-11-24 03:12 R tpch arrow, native, memory_map=False, TPCH-20, scale_factor=0.1, R 0.179 s 0.030
2022-11-24 02:54 R tpch arrow, native, memory_map=False, TPCH-09, scale_factor=10, R 1.130 s 0.100
2022-11-24 03:10 R tpch arrow, parquet, memory_map=False, TPCH-19, scale_factor=1, R 1.571 s 1.792
2022-11-24 03:16 R tpch arrow, native, memory_map=False, TPCH-22, scale_factor=10, R 0.320 s -0.301
2022-11-24 02:52 R tpch arrow, native, memory_map=False, TPCH-08, scale_factor=10, R 0.645 s 1.184
2022-11-24 02:53 R tpch arrow, native, memory_map=False, TPCH-09, scale_factor=1, R 0.294 s 0.612
2022-11-24 02:56 R tpch arrow, parquet, memory_map=False, TPCH-11, scale_factor=0.01, R 0.182 s -0.374
2022-11-24 02:59 R tpch arrow, native, memory_map=False, TPCH-12, scale_factor=10, R 3.322 s 0.111
2022-11-24 03:04 R tpch arrow, parquet, memory_map=False, TPCH-15, scale_factor=10, R 3.053 s -0.176
2022-11-24 03:07 R tpch arrow, parquet, memory_map=False, TPCH-17, scale_factor=10, R 9.776 s -0.996
2022-11-24 03:12 R tpch arrow, parquet, memory_map=False, TPCH-20, scale_factor=0.1, R 0.297 s -0.294
2022-11-24 03:14 R tpch arrow, parquet, memory_map=False, TPCH-21, scale_factor=0.01, R 0.314 s -0.435
2022-11-24 02:53 R tpch arrow, parquet, memory_map=False, TPCH-09, scale_factor=0.01, R 0.225 s 0.649
2022-11-24 02:55 R tpch arrow, native, memory_map=False, TPCH-10, scale_factor=1, R 0.272 s 0.595
2022-11-24 03:00 R tpch arrow, parquet, memory_map=False, TPCH-13, scale_factor=1, R 0.863 s 0.962
2022-11-24 03:03 R tpch arrow, native, memory_map=False, TPCH-15, scale_factor=1, R 0.207 s -0.201
2022-11-24 03:04 R tpch arrow, native, memory_map=False, TPCH-15, scale_factor=10, R 0.858 s 0.110
2022-11-24 02:57 R tpch arrow, parquet, memory_map=False, TPCH-11, scale_factor=10, R 3.657 s 0.112
2022-11-24 02:58 R tpch arrow, native, memory_map=False, TPCH-12, scale_factor=0.1, R 0.197 s 1.107
2022-11-24 03:00 R tpch arrow, parquet, memory_map=False, TPCH-13, scale_factor=0.01, R 0.161 s -1.472
2022-11-24 03:06 R tpch arrow, native, memory_map=False, TPCH-17, scale_factor=1, R 0.216 s 0.480
2022-11-24 03:07 R tpch arrow, native, memory_map=False, TPCH-17, scale_factor=10, R 0.851 s -0.224
2022-11-24 02:55 R tpch arrow, parquet, memory_map=False, TPCH-10, scale_factor=0.1, R 0.239 s 0.128
2022-11-24 03:14 R tpch arrow, parquet, memory_map=False, TPCH-20, scale_factor=10, R 8.174 s 0.113
2022-11-24 02:56 R tpch arrow, parquet, memory_map=False, TPCH-11, scale_factor=0.1, R 0.220 s -0.238
2022-11-24 03:00 R tpch arrow, native, memory_map=False, TPCH-13, scale_factor=10, R 5.025 s -1.176
2022-11-24 03:08 R tpch arrow, native, memory_map=False, TPCH-18, scale_factor=0.1, R 0.147 s -1.040
2022-11-24 03:16 R tpch arrow, parquet, memory_map=False, TPCH-22, scale_factor=0.1, R 0.188 s 0.383
2022-11-24 03:16 R tpch arrow, native, memory_map=False, TPCH-22, scale_factor=1, R 0.154 s -0.425
2022-11-24 02:56 R tpch arrow, native, memory_map=False, TPCH-11, scale_factor=0.01, R 0.144 s -0.669
2022-11-24 02:57 R tpch arrow, parquet, memory_map=False, TPCH-12, scale_factor=0.01, R 0.180 s -0.343
2022-11-24 03:09 R tpch arrow, parquet, memory_map=False, TPCH-19, scale_factor=0.01, R 0.225 s -0.685
2022-11-24 02:57 R tpch arrow, native, memory_map=False, TPCH-12, scale_factor=0.01, R 0.141 s 0.387
2022-11-24 03:03 R tpch arrow, parquet, memory_map=False, TPCH-15, scale_factor=1, R 0.471 s 0.062
2022-11-24 03:08 R tpch arrow, native, memory_map=False, TPCH-18, scale_factor=1, R 0.328 s -0.375
2022-11-24 03:12 R tpch arrow, parquet, memory_map=False, TPCH-20, scale_factor=0.01, R 0.226 s 0.214
2022-11-24 03:15 R tpch arrow, parquet, memory_map=False, TPCH-21, scale_factor=1, R 3.169 s 0.097
2022-11-24 03:16 R tpch arrow, native, memory_map=False, TPCH-22, scale_factor=0.1, R 0.136 s -0.550
2022-11-24 02:59 R tpch arrow, native, memory_map=False, TPCH-13, scale_factor=0.01, R 0.124 s 0.036
2022-11-24 03:03 R tpch arrow, native, memory_map=False, TPCH-15, scale_factor=0.01, R 0.143 s -1.749
2022-11-24 03:09 R tpch arrow, native, memory_map=False, TPCH-19, scale_factor=0.1, R 0.253 s -0.901
2022-11-24 03:12 R tpch arrow, parquet, memory_map=False, TPCH-19, scale_factor=10, R 14.811 s -0.189
2022-11-24 03:01 R tpch arrow, parquet, memory_map=False, TPCH-14, scale_factor=0.01, R 0.185 s -0.732
2022-11-24 03:01 R tpch arrow, parquet, memory_map=False, TPCH-14, scale_factor=0.1, R 0.256 s -0.343
2022-11-24 03:05 R tpch arrow, parquet, memory_map=False, TPCH-16, scale_factor=1, R 0.450 s -0.540
2022-11-24 03:05 R tpch arrow, native, memory_map=False, TPCH-16, scale_factor=10, R 1.153 s -0.374
2022-11-24 03:08 R tpch arrow, parquet, memory_map=False, TPCH-18, scale_factor=0.1, R 0.195 s 0.029
2022-11-24 03:09 R tpch arrow, parquet, memory_map=False, TPCH-18, scale_factor=10, R 4.294 s 1.259
2022-11-24 03:12 R tpch arrow, native, memory_map=False, TPCH-20, scale_factor=1, R 0.231 s 0.264
2022-11-24 03:14 R tpch arrow, native, memory_map=False, TPCH-21, scale_factor=0.01, R 0.264 s 0.016
2022-11-24 03:01 R tpch arrow, parquet, memory_map=False, TPCH-13, scale_factor=10, R 7.134 s 0.446
2022-11-24 03:02 R tpch arrow, parquet, memory_map=False, TPCH-14, scale_factor=1, R 0.964 s 0.682
2022-11-24 03:05 R tpch arrow, native, memory_map=False, TPCH-16, scale_factor=1, R 0.239 s 0.062
2022-11-24 03:05 R tpch arrow, parquet, memory_map=False, TPCH-16, scale_factor=0.1, R 0.207 s 0.065
2022-11-24 03:10 R tpch arrow, parquet, memory_map=False, TPCH-19, scale_factor=0.1, R 0.330 s -0.260
2022-11-24 03:14 R tpch arrow, parquet, memory_map=False, TPCH-21, scale_factor=0.1, R 0.570 s 2.129
2022-11-24 03:07 R tpch arrow, native, memory_map=False, TPCH-18, scale_factor=0.01, R 0.134 s 0.142
2022-11-24 03:09 R tpch arrow, native, memory_map=False, TPCH-18, scale_factor=10, R 3.014 s -0.139
2022-11-24 03:14 R tpch arrow, native, memory_map=False, TPCH-21, scale_factor=0.1, R 0.476 s -0.113
2022-11-24 03:12 R tpch arrow, native, memory_map=False, TPCH-20, scale_factor=0.01, R 0.176 s -0.268
2022-11-24 03:16 R tpch arrow, parquet, memory_map=False, TPCH-22, scale_factor=0.01, R 0.168 s 0.294
2022-11-24 03:13 R tpch arrow, parquet, memory_map=False, TPCH-20, scale_factor=1, R 1.102 s -0.355
2022-11-24 03:16 R tpch arrow, native, memory_map=False, TPCH-22, scale_factor=0.01, R 0.132 s 0.440
2022-11-24 03:14 R tpch arrow, native, memory_map=False, TPCH-21, scale_factor=1, R 2.605 s -0.023
2022-11-24 03:16 R tpch arrow, parquet, memory_map=False, TPCH-22, scale_factor=1, R 0.383 s -1.456
2022-11-24 03:17 R tpch arrow, parquet, memory_map=False, TPCH-22, scale_factor=10, R 2.370 s 0.570