Top Outliers
Benchmarks
Date Lang Batch Benchmark Mean Z-Score Error
2023-01-17 18:55 R tpch arrow, native, memory_map=False, TPCH-02, scale_factor=0.01, R 0.195 s -0.172
2023-01-17 18:54 R tpch arrow, native, memory_map=False, TPCH-01, scale_factor=0.1, R 0.158 s -2.021
2023-01-17 18:56 R tpch arrow, native, memory_map=False, TPCH-02, scale_factor=10, R 0.809 s -1.115
2023-01-17 18:55 R tpch arrow, parquet, memory_map=False, TPCH-01, scale_factor=10, R 3.577 s -0.237
2023-01-17 18:56 R tpch arrow, native, memory_map=False, TPCH-03, scale_factor=0.01, R 0.162 s -0.331
2023-01-17 18:53 R tpch arrow, native, memory_map=False, TPCH-01, scale_factor=0.01, R 0.143 s 0.174
2023-01-17 18:54 R tpch arrow, parquet, memory_map=False, TPCH-01, scale_factor=1, R 0.552 s -0.863
2023-01-17 18:59 R tpch arrow, parquet, memory_map=False, TPCH-05, scale_factor=0.01, R 0.224 s -1.351
2023-01-17 19:01 R tpch arrow, native, memory_map=False, TPCH-06, scale_factor=0.01, R 0.114 s -0.700
2023-01-17 18:55 R tpch arrow, parquet, memory_map=False, TPCH-02, scale_factor=0.01, R 0.236 s -1.704
2023-01-17 18:58 R tpch arrow, native, memory_map=False, TPCH-04, scale_factor=0.1, R 0.148 s -0.146
2023-01-17 18:58 R tpch arrow, parquet, memory_map=False, TPCH-04, scale_factor=1, R 0.272 s -0.435
2023-01-17 19:00 R tpch arrow, parquet, memory_map=False, TPCH-05, scale_factor=1, R 0.525 s -0.928
2023-01-17 18:58 R tpch arrow, native, memory_map=False, TPCH-04, scale_factor=1, R 0.247 s 0.749
2023-01-17 19:00 R tpch arrow, native, memory_map=False, TPCH-05, scale_factor=1, R 0.242 s 0.200
2023-01-17 19:03 R tpch arrow, parquet, memory_map=False, TPCH-07, scale_factor=0.1, R 0.271 s -2.199
2023-01-17 18:54 R tpch arrow, native, memory_map=False, TPCH-01, scale_factor=1, R 0.313 s 0.718
2023-01-17 18:55 R tpch arrow, native, memory_map=False, TPCH-02, scale_factor=0.1, R 0.202 s -0.563
2023-01-17 18:55 R tpch arrow, parquet, memory_map=False, TPCH-02, scale_factor=0.1, R 0.248 s -2.739
2023-01-17 18:56 R tpch arrow, parquet, memory_map=False, TPCH-02, scale_factor=1, R 0.326 s -0.227
2023-01-17 18:54 R tpch arrow, parquet, memory_map=False, TPCH-01, scale_factor=0.01, R 0.174 s -0.180
2023-01-17 18:54 R tpch arrow, parquet, memory_map=False, TPCH-01, scale_factor=0.1, R 0.204 s 2.014
2023-01-17 18:55 R tpch arrow, native, memory_map=False, TPCH-01, scale_factor=10, R 1.877 s 1.060
2023-01-17 18:56 R tpch arrow, parquet, memory_map=False, TPCH-03, scale_factor=0.01, R 0.194 s -0.859
2023-01-17 18:56 R tpch arrow, parquet, memory_map=False, TPCH-03, scale_factor=0.1, R 0.220 s 1.024
2023-01-17 19:01 R tpch arrow, parquet, memory_map=False, TPCH-06, scale_factor=0.01, R 0.143 s -0.268
2023-01-17 18:57 R tpch arrow, parquet, memory_map=False, TPCH-03, scale_factor=1, R 0.483 s -0.705
2023-01-17 18:58 R tpch arrow, parquet, memory_map=False, TPCH-03, scale_factor=10, R 3.069 s -0.528
2023-01-17 18:58 R tpch arrow, parquet, memory_map=False, TPCH-04, scale_factor=0.01, R 0.167 s -0.779
2023-01-17 18:58 R tpch arrow, parquet, memory_map=False, TPCH-04, scale_factor=0.1, R 0.180 s -4.769
2023-01-17 19:03 R tpch arrow, parquet, memory_map=False, TPCH-07, scale_factor=1, R 0.549 s -2.163
2023-01-17 18:55 R tpch arrow, native, memory_map=False, TPCH-02, scale_factor=1, R 0.255 s 0.171
2023-01-17 18:59 R tpch arrow, native, memory_map=False, TPCH-05, scale_factor=0.01, R 0.182 s -0.680
2023-01-17 19:01 R tpch arrow, parquet, memory_map=False, TPCH-05, scale_factor=10, R 3.133 s 0.011
2023-01-17 19:02 R tpch arrow, parquet, memory_map=False, TPCH-06, scale_factor=1, R 0.393 s 0.088
2023-01-17 19:02 R tpch arrow, parquet, memory_map=False, TPCH-06, scale_factor=10, R 2.515 s 0.014
2023-01-17 18:56 R tpch arrow, parquet, memory_map=False, TPCH-02, scale_factor=10, R 1.178 s -2.080
2023-01-17 18:56 R tpch arrow, native, memory_map=False, TPCH-03, scale_factor=0.1, R 0.169 s -0.272
2023-01-17 18:57 R tpch arrow, native, memory_map=False, TPCH-03, scale_factor=1, R 0.265 s -0.761
2023-01-17 18:57 R tpch arrow, native, memory_map=False, TPCH-03, scale_factor=10, R 1.228 s 0.053
2023-01-17 18:58 R tpch arrow, native, memory_map=False, TPCH-04, scale_factor=0.01, R 0.140 s -0.135
2023-01-17 18:59 R tpch arrow, parquet, memory_map=False, TPCH-04, scale_factor=10, R 1.093 s -1.917
2023-01-17 19:01 R tpch arrow, native, memory_map=False, TPCH-05, scale_factor=10, R 0.812 s 0.595
2023-01-17 18:59 R tpch arrow, native, memory_map=False, TPCH-04, scale_factor=10, R 1.229 s 0.025
2023-01-17 19:00 R tpch arrow, parquet, memory_map=False, TPCH-05, scale_factor=0.1, R 0.255 s -1.353
2023-01-17 19:03 R tpch arrow, native, memory_map=False, TPCH-07, scale_factor=0.1, R 0.205 s 0.248
2023-01-17 18:59 R tpch arrow, native, memory_map=False, TPCH-05, scale_factor=0.1, R 0.187 s 0.007
2023-01-17 19:01 R tpch arrow, native, memory_map=False, TPCH-06, scale_factor=0.1, R 0.117 s -0.680
2023-01-17 19:04 R tpch arrow, native, memory_map=False, TPCH-07, scale_factor=10, R 0.962 s -0.960
2023-01-17 19:01 R tpch arrow, parquet, memory_map=False, TPCH-06, scale_factor=0.1, R 0.167 s -0.120
2023-01-17 19:01 R tpch arrow, native, memory_map=False, TPCH-06, scale_factor=1, R 0.148 s -0.458
2023-01-17 19:02 R tpch arrow, native, memory_map=False, TPCH-06, scale_factor=10, R 0.474 s -1.446
2023-01-17 19:02 R tpch arrow, parquet, memory_map=False, TPCH-07, scale_factor=0.01, R 0.241 s -1.252
2023-01-17 19:02 R tpch arrow, native, memory_map=False, TPCH-07, scale_factor=0.01, R 0.202 s -0.813
2023-01-17 19:03 R tpch arrow, native, memory_map=False, TPCH-07, scale_factor=1, R 0.280 s -0.772
2023-01-17 19:04 R tpch arrow, parquet, memory_map=False, TPCH-07, scale_factor=10, R 3.167 s -0.377
2023-01-17 19:04 R tpch arrow, parquet, memory_map=False, TPCH-08, scale_factor=0.1, R 0.311 s -0.904
2023-01-17 19:04 R tpch arrow, parquet, memory_map=False, TPCH-08, scale_factor=0.01, R 0.283 s -1.632
2023-01-17 19:04 R tpch arrow, native, memory_map=False, TPCH-08, scale_factor=0.01, R 0.231 s 0.753
2023-01-17 19:04 R tpch arrow, native, memory_map=False, TPCH-08, scale_factor=0.1, R 0.237 s -0.046
2023-01-17 19:05 R tpch arrow, native, memory_map=False, TPCH-08, scale_factor=1, R 0.270 s 0.677
2023-01-17 19:05 R tpch arrow, parquet, memory_map=False, TPCH-08, scale_factor=1, R 0.586 s -1.537
2023-01-17 19:06 R tpch arrow, native, memory_map=False, TPCH-09, scale_factor=0.01, R 0.190 s -0.322
2023-01-17 19:06 R tpch arrow, parquet, memory_map=False, TPCH-09, scale_factor=0.01, R 0.231 s -0.208
2023-01-17 19:06 R tpch arrow, parquet, memory_map=False, TPCH-09, scale_factor=0.1, R 0.272 s -0.123
2023-01-17 19:05 R tpch arrow, native, memory_map=False, TPCH-08, scale_factor=10, R 0.653 s 0.740
2023-01-17 19:06 R tpch arrow, parquet, memory_map=False, TPCH-08, scale_factor=10, R 3.397 s -0.834
2023-01-17 19:06 R tpch arrow, native, memory_map=False, TPCH-09, scale_factor=1, R 0.302 s -0.814
2023-01-17 19:06 R tpch arrow, native, memory_map=False, TPCH-09, scale_factor=0.1, R 0.205 s 0.267
2023-01-17 19:06 R tpch arrow, parquet, memory_map=False, TPCH-09, scale_factor=1, R 0.627 s -1.380
2023-01-17 19:07 R tpch arrow, parquet, memory_map=False, TPCH-09, scale_factor=10, R 4.009 s 0.084
2023-01-17 19:07 R tpch arrow, native, memory_map=False, TPCH-10, scale_factor=0.01, R 0.178 s 0.024
2023-01-17 19:07 R tpch arrow, native, memory_map=False, TPCH-09, scale_factor=10, R 1.148 s -1.721
2023-01-17 19:08 R tpch arrow, parquet, memory_map=False, TPCH-10, scale_factor=1, R 0.532 s 0.620
2023-01-17 19:08 R tpch arrow, parquet, memory_map=False, TPCH-10, scale_factor=0.01, R 0.212 s 0.681
2023-01-17 19:08 R tpch arrow, native, memory_map=False, TPCH-10, scale_factor=0.1, R 0.185 s 0.040
2023-01-17 19:08 R tpch arrow, parquet, memory_map=False, TPCH-10, scale_factor=0.1, R 0.245 s -0.487
2023-01-17 19:08 R tpch arrow, native, memory_map=False, TPCH-10, scale_factor=1, R 0.263 s -0.153
2023-01-17 19:09 R tpch arrow, native, memory_map=False, TPCH-10, scale_factor=10, R 1.026 s -0.208
2023-01-17 19:09 R tpch arrow, parquet, memory_map=False, TPCH-10, scale_factor=10, R 3.309 s -0.027
2023-01-17 19:09 R tpch arrow, parquet, memory_map=False, TPCH-11, scale_factor=0.1, R 0.227 s -1.752
2023-01-17 19:09 R tpch arrow, native, memory_map=False, TPCH-11, scale_factor=0.01, R 0.149 s -0.722
2023-01-17 19:09 R tpch arrow, native, memory_map=False, TPCH-11, scale_factor=0.1, R 0.164 s 0.243
2023-01-17 19:10 R tpch arrow, native, memory_map=False, TPCH-11, scale_factor=1, R 0.266 s 0.017
2023-01-17 19:10 R tpch arrow, native, memory_map=False, TPCH-11, scale_factor=10, R 1.469 s -0.572
2023-01-17 19:09 R tpch arrow, parquet, memory_map=False, TPCH-11, scale_factor=0.01, R 0.187 s -0.182
2023-01-17 19:10 R tpch arrow, parquet, memory_map=False, TPCH-11, scale_factor=1, R 0.569 s -10.132
2023-01-17 19:11 R tpch arrow, native, memory_map=False, TPCH-12, scale_factor=0.1, R 0.206 s -1.384
2023-01-17 19:11 R tpch arrow, native, memory_map=False, TPCH-12, scale_factor=1, R 0.489 s -1.873
2023-01-17 19:10 R tpch arrow, parquet, memory_map=False, TPCH-11, scale_factor=10, R 3.731 s -1.213
2023-01-17 19:10 R tpch arrow, parquet, memory_map=False, TPCH-12, scale_factor=0.01, R 0.184 s -0.181
2023-01-17 19:10 R tpch arrow, native, memory_map=False, TPCH-12, scale_factor=0.01, R 0.146 s -1.138
2023-01-17 19:11 R tpch arrow, parquet, memory_map=False, TPCH-12, scale_factor=0.1, R 0.281 s -0.282
2023-01-17 19:11 R tpch arrow, parquet, memory_map=False, TPCH-12, scale_factor=1, R 1.206 s -1.036
2023-01-17 19:12 R tpch arrow, native, memory_map=False, TPCH-12, scale_factor=10, R 3.441 s -1.465
2023-01-17 19:12 R tpch arrow, parquet, memory_map=False, TPCH-12, scale_factor=10, R 9.378 s -1.317
2023-01-17 19:13 R tpch arrow, parquet, memory_map=False, TPCH-13, scale_factor=0.1, R 0.300 s -0.774
2023-01-17 19:13 R tpch arrow, parquet, memory_map=False, TPCH-13, scale_factor=1, R 0.890 s -0.201
2023-01-17 19:12 R tpch arrow, native, memory_map=False, TPCH-13, scale_factor=0.01, R 0.129 s -0.315
2023-01-17 19:13 R tpch arrow, native, memory_map=False, TPCH-13, scale_factor=0.1, R 0.227 s -1.126
2023-01-17 19:13 R tpch arrow, native, memory_map=False, TPCH-13, scale_factor=1, R 0.648 s -1.539
2023-01-17 19:13 R tpch arrow, parquet, memory_map=False, TPCH-13, scale_factor=0.01, R 0.168 s -0.231
2023-01-17 19:14 R tpch arrow, native, memory_map=False, TPCH-13, scale_factor=10, R 5.155 s -2.323
2023-01-17 19:14 R tpch arrow, native, memory_map=False, TPCH-14, scale_factor=0.01, R 0.156 s -1.027
2023-01-17 19:14 R tpch arrow, parquet, memory_map=False, TPCH-13, scale_factor=10, R 7.307 s -0.929
2023-01-17 19:14 R tpch arrow, native, memory_map=False, TPCH-14, scale_factor=0.1, R 0.181 s -1.286
2023-01-17 19:15 R tpch arrow, parquet, memory_map=False, TPCH-14, scale_factor=1, R 1.000 s -0.959
2023-01-17 19:14 R tpch arrow, parquet, memory_map=False, TPCH-14, scale_factor=0.01, R 0.193 s -0.267
2023-01-17 19:15 R tpch arrow, native, memory_map=False, TPCH-14, scale_factor=1, R 0.364 s -0.884
2023-01-17 19:14 R tpch arrow, parquet, memory_map=False, TPCH-14, scale_factor=0.1, R 0.264 s -0.610
2023-01-17 19:16 R tpch arrow, parquet, memory_map=False, TPCH-14, scale_factor=10, R 7.669 s -1.082
2023-01-17 19:15 R tpch arrow, native, memory_map=False, TPCH-14, scale_factor=10, R 2.227 s -2.000
2023-01-17 19:16 R tpch arrow, parquet, memory_map=False, TPCH-15, scale_factor=0.1, R 0.207 s 0.547
2023-01-17 19:17 R tpch arrow, native, memory_map=False, TPCH-15, scale_factor=10, R 0.856 s 0.341
2023-01-17 19:16 R tpch arrow, native, memory_map=False, TPCH-15, scale_factor=0.01, R 0.148 s -0.129
2023-01-17 19:16 R tpch arrow, native, memory_map=False, TPCH-15, scale_factor=0.1, R 0.153 s -0.237
2023-01-17 19:16 R tpch arrow, native, memory_map=False, TPCH-15, scale_factor=1, R 0.210 s 0.396
2023-01-17 19:16 R tpch arrow, parquet, memory_map=False, TPCH-15, scale_factor=0.01, R 0.179 s 0.255
2023-01-17 19:17 R tpch arrow, parquet, memory_map=False, TPCH-15, scale_factor=1, R 0.485 s -1.188
2023-01-17 19:18 R tpch arrow, native, memory_map=False, TPCH-16, scale_factor=0.1, R 0.156 s 0.062
2023-01-17 19:17 R tpch arrow, native, memory_map=False, TPCH-16, scale_factor=0.01, R 0.137 s -0.985
2023-01-17 19:18 R tpch arrow, parquet, memory_map=False, TPCH-16, scale_factor=0.1, R 0.208 s -0.238
2023-01-17 19:18 R tpch arrow, native, memory_map=False, TPCH-16, scale_factor=10, R 1.156 s -0.127
2023-01-17 19:18 R tpch arrow, parquet, memory_map=False, TPCH-16, scale_factor=0.01, R 0.171 s -0.551
2023-01-17 19:19 R tpch arrow, parquet, memory_map=False, TPCH-16, scale_factor=10, R 3.121 s -0.272
2023-01-17 19:17 R tpch arrow, parquet, memory_map=False, TPCH-15, scale_factor=10, R 3.116 s -1.919
2023-01-17 19:18 R tpch arrow, parquet, memory_map=False, TPCH-16, scale_factor=1, R 0.457 s -1.916
2023-01-17 19:18 R tpch arrow, native, memory_map=False, TPCH-16, scale_factor=1, R 0.241 s -0.314
2023-01-17 19:19 R tpch arrow, native, memory_map=False, TPCH-17, scale_factor=0.01, R 0.152 s -0.003
2023-01-17 19:19 R tpch arrow, parquet, memory_map=False, TPCH-17, scale_factor=0.01, R 0.196 s -0.226
2023-01-17 19:19 R tpch arrow, parquet, memory_map=False, TPCH-17, scale_factor=0.1, R 0.280 s 0.476
2023-01-17 19:19 R tpch arrow, native, memory_map=False, TPCH-17, scale_factor=1, R 0.222 s -0.886
2023-01-17 19:19 R tpch arrow, native, memory_map=False, TPCH-17, scale_factor=0.1, R 0.157 s -0.771
2023-01-17 19:19 R tpch arrow, parquet, memory_map=False, TPCH-17, scale_factor=1, R 1.259 s -1.432
2023-01-17 19:20 R tpch arrow, parquet, memory_map=False, TPCH-17, scale_factor=10, R 9.832 s -0.889
2023-01-17 19:20 R tpch arrow, native, memory_map=False, TPCH-17, scale_factor=10, R 0.851 s 1.591
2023-01-17 19:21 R tpch arrow, parquet, memory_map=False, TPCH-18, scale_factor=0.01, R 0.174 s -1.136
2023-01-17 19:21 R tpch arrow, native, memory_map=False, TPCH-18, scale_factor=0.1, R 0.151 s -0.576
2023-01-17 19:21 R tpch arrow, native, memory_map=False, TPCH-18, scale_factor=0.01, R 0.137 s 0.100
2023-01-17 19:21 R tpch arrow, native, memory_map=False, TPCH-18, scale_factor=1, R 0.326 s -0.661
2023-01-17 19:22 R tpch arrow, native, memory_map=False, TPCH-18, scale_factor=10, R 2.987 s -0.270
2023-01-17 19:21 R tpch arrow, parquet, memory_map=False, TPCH-18, scale_factor=0.1, R 0.198 s 0.532
2023-01-17 19:21 R tpch arrow, parquet, memory_map=False, TPCH-18, scale_factor=1, R 0.545 s -1.161
2023-01-17 19:23 R tpch arrow, native, memory_map=False, TPCH-19, scale_factor=0.1, R 0.257 s 0.394
2023-01-17 19:22 R tpch arrow, parquet, memory_map=False, TPCH-18, scale_factor=10, R 4.394 s 0.188
2023-01-17 19:22 R tpch arrow, native, memory_map=False, TPCH-19, scale_factor=0.01, R 0.187 s -1.011
2023-01-17 19:23 R tpch arrow, parquet, memory_map=False, TPCH-19, scale_factor=0.1, R 0.334 s 0.082
2023-01-17 19:22 R tpch arrow, parquet, memory_map=False, TPCH-19, scale_factor=0.01, R 0.229 s -1.112
2023-01-17 19:23 R tpch arrow, native, memory_map=False, TPCH-19, scale_factor=1, R 0.970 s -0.015
2023-01-17 19:24 R tpch arrow, native, memory_map=False, TPCH-19, scale_factor=10, R 10.233 s -0.724
2023-01-17 19:25 R tpch arrow, native, memory_map=False, TPCH-20, scale_factor=0.1, R 0.183 s 0.216
2023-01-17 19:25 R tpch arrow, parquet, memory_map=False, TPCH-20, scale_factor=0.01, R 0.231 s -1.472
2023-01-17 19:26 R tpch arrow, parquet, memory_map=False, TPCH-20, scale_factor=1, R 1.113 s -0.433
2023-01-17 19:27 R tpch arrow, parquet, memory_map=False, TPCH-21, scale_factor=0.01, R 0.322 s -0.254
2023-01-17 19:28 R tpch arrow, native, memory_map=False, TPCH-21, scale_factor=1, R 2.588 s -0.933
2023-01-17 19:29 R tpch arrow, native, memory_map=False, TPCH-22, scale_factor=0.01, R 0.137 s -1.885
2023-01-17 19:30 R tpch arrow, native, memory_map=False, TPCH-22, scale_factor=10, R 0.325 s -1.039
2023-01-17 19:23 R tpch arrow, parquet, memory_map=False, TPCH-19, scale_factor=1, R 1.606 s -1.212
2023-01-17 19:26 R tpch arrow, native, memory_map=False, TPCH-20, scale_factor=10, R 0.785 s -0.504
2023-01-17 19:29 R tpch arrow, native, memory_map=False, TPCH-22, scale_factor=0.1, R 0.139 s 0.953
2023-01-17 19:25 R tpch arrow, native, memory_map=False, TPCH-20, scale_factor=0.01, R 0.182 s -1.803
2023-01-17 19:28 R tpch arrow, parquet, memory_map=False, TPCH-21, scale_factor=1, R 3.213 s -1.616
2023-01-17 19:30 R tpch arrow, parquet, memory_map=False, TPCH-22, scale_factor=10, R 2.401 s -0.275
2023-01-17 19:26 R tpch arrow, native, memory_map=False, TPCH-20, scale_factor=1, R 0.238 s -1.537
2023-01-17 19:29 R tpch arrow, parquet, memory_map=False, TPCH-22, scale_factor=0.1, R 0.192 s -0.453
2023-01-17 19:27 R tpch arrow, parquet, memory_map=False, TPCH-20, scale_factor=10, R 8.221 s 0.077
2023-01-17 19:27 R tpch arrow, native, memory_map=False, TPCH-21, scale_factor=0.1, R 0.503 s -1.009
2023-01-17 19:30 R tpch arrow, native, memory_map=False, TPCH-22, scale_factor=1, R 0.159 s -0.995
2023-01-17 19:25 R tpch arrow, parquet, memory_map=False, TPCH-19, scale_factor=10, R 14.914 s -0.432
2023-01-17 19:25 R tpch arrow, parquet, memory_map=False, TPCH-20, scale_factor=0.1, R 0.302 s -0.913
2023-01-17 19:27 R tpch arrow, parquet, memory_map=False, TPCH-21, scale_factor=0.1, R 0.596 s 0.314
2023-01-17 19:30 R tpch arrow, parquet, memory_map=False, TPCH-22, scale_factor=1, R 0.388 s -0.252
2023-01-17 19:27 R tpch arrow, native, memory_map=False, TPCH-21, scale_factor=0.01, R 0.276 s -0.426
2023-01-17 19:29 R tpch arrow, parquet, memory_map=False, TPCH-22, scale_factor=0.01, R 0.171 s -0.944