Top Outliers
Benchmarks
Date Lang Batch Benchmark Mean Z-Score Error
2022-11-16 20:51 R tpch arrow, native, memory_map=False, TPCH-06, scale_factor=0.1, R 0.112 s 0.352
2022-11-16 20:53 R tpch arrow, parquet, memory_map=False, TPCH-07, scale_factor=1, R 0.542 s -1.431
2022-11-16 20:45 R tpch arrow, parquet, memory_map=False, TPCH-01, scale_factor=1, R 0.542 s -0.187
2022-11-16 20:45 R tpch arrow, parquet, memory_map=False, TPCH-01, scale_factor=10, R 3.507 s 1.008
2022-11-16 20:44 R tpch arrow, native, memory_map=False, TPCH-01, scale_factor=0.1, R 0.153 s 0.056
2022-11-16 20:46 R tpch arrow, native, memory_map=False, TPCH-02, scale_factor=0.1, R 0.201 s -1.530
2022-11-16 20:45 R tpch arrow, native, memory_map=False, TPCH-01, scale_factor=10, R 1.873 s 0.661
2022-11-16 20:53 R tpch arrow, parquet, memory_map=False, TPCH-06, scale_factor=10, R 2.495 s 0.566
2022-11-16 21:17 R tpch arrow, parquet, memory_map=False, TPCH-21, scale_factor=0.01, R 0.313 s -0.312
2022-11-16 20:49 R tpch arrow, parquet, memory_map=False, TPCH-04, scale_factor=1, R 0.271 s -2.313
2022-11-16 21:02 R tpch arrow, parquet, memory_map=False, TPCH-12, scale_factor=10, R 9.147 s 0.650
2022-11-16 21:15 R tpch arrow, parquet, memory_map=False, TPCH-19, scale_factor=10, R 14.770 s 0.688
2022-11-16 20:47 R tpch arrow, parquet, memory_map=False, TPCH-03, scale_factor=0.01, R 0.188 s 1.570
2022-11-16 20:50 R tpch arrow, parquet, memory_map=False, TPCH-04, scale_factor=10, R 1.079 s -1.315
2022-11-16 20:50 R tpch arrow, parquet, memory_map=False, TPCH-05, scale_factor=0.1, R 0.247 s 1.988
2022-11-16 20:55 R tpch arrow, parquet, memory_map=False, TPCH-08, scale_factor=1, R 0.561 s 2.031
2022-11-16 20:56 R tpch arrow, parquet, memory_map=False, TPCH-09, scale_factor=0.01, R 0.227 s -0.998
2022-11-16 20:58 R tpch arrow, parquet, memory_map=False, TPCH-10, scale_factor=0.01, R 0.210 s 0.150
2022-11-16 20:48 R tpch arrow, native, memory_map=False, TPCH-04, scale_factor=0.01, R 0.135 s 0.674
2022-11-16 20:53 R tpch arrow, native, memory_map=False, TPCH-07, scale_factor=0.1, R 0.199 s 0.684
2022-11-16 20:56 R tpch arrow, native, memory_map=False, TPCH-08, scale_factor=10, R 0.652 s 0.086
2022-11-16 20:46 R tpch arrow, parquet, memory_map=False, TPCH-02, scale_factor=10, R 1.180 s -1.115
2022-11-16 20:48 R tpch arrow, parquet, memory_map=False, TPCH-03, scale_factor=10, R 3.052 s 0.196
2022-11-16 20:50 R tpch arrow, parquet, memory_map=False, TPCH-05, scale_factor=1, R 0.511 s 0.167
2022-11-16 20:46 R tpch arrow, native, memory_map=False, TPCH-02, scale_factor=1, R 0.253 s 0.399
2022-11-16 20:53 R tpch arrow, native, memory_map=False, TPCH-07, scale_factor=1, R 0.274 s 0.440
2022-11-16 20:55 R tpch arrow, native, memory_map=False, TPCH-08, scale_factor=0.1, R 0.229 s 0.097
2022-11-16 20:46 R tpch arrow, native, memory_map=False, TPCH-02, scale_factor=10, R 0.831 s 0.958
2022-11-16 20:50 R tpch arrow, native, memory_map=False, TPCH-05, scale_factor=0.01, R 0.177 s 0.314
2022-11-16 20:51 R tpch arrow, parquet, memory_map=False, TPCH-05, scale_factor=10, R 3.128 s -0.504
2022-11-16 20:52 R tpch arrow, native, memory_map=False, TPCH-06, scale_factor=10, R 0.466 s -0.801
2022-11-16 20:54 R tpch arrow, native, memory_map=False, TPCH-07, scale_factor=10, R 0.952 s -0.140
2022-11-16 20:44 R tpch arrow, parquet, memory_map=False, TPCH-01, scale_factor=0.1, R 0.203 s -0.207
2022-11-16 20:48 R tpch arrow, parquet, memory_map=False, TPCH-04, scale_factor=0.1, R 0.172 s -0.619
2022-11-16 20:53 R tpch arrow, native, memory_map=False, TPCH-07, scale_factor=0.01, R 0.195 s 0.645
2022-11-16 20:57 R tpch arrow, parquet, memory_map=False, TPCH-09, scale_factor=1, R 0.607 s 0.370
2022-11-16 21:01 R tpch arrow, parquet, memory_map=False, TPCH-12, scale_factor=0.01, R 0.180 s 0.059
2022-11-16 21:03 R tpch arrow, native, memory_map=False, TPCH-13, scale_factor=0.01, R 0.124 s 0.780
2022-11-16 21:06 R tpch arrow, parquet, memory_map=False, TPCH-15, scale_factor=0.1, R 0.201 s 0.935
2022-11-16 21:07 R tpch arrow, parquet, memory_map=False, TPCH-15, scale_factor=1, R 0.471 s -0.071
2022-11-16 20:44 R tpch arrow, parquet, memory_map=False, TPCH-01, scale_factor=0.01, R 0.169 s 0.513
2022-11-16 20:51 R tpch arrow, parquet, memory_map=False, TPCH-06, scale_factor=0.01, R 0.142 s -0.047
2022-11-16 20:58 R tpch arrow, parquet, memory_map=False, TPCH-10, scale_factor=1, R 0.528 s 0.931
2022-11-16 21:00 R tpch arrow, parquet, memory_map=False, TPCH-11, scale_factor=1, R 0.507 s 1.235
2022-11-16 21:03 R tpch arrow, parquet, memory_map=False, TPCH-13, scale_factor=0.1, R 0.281 s -0.054
2022-11-16 21:03 R tpch arrow, native, memory_map=False, TPCH-13, scale_factor=1, R 0.627 s 0.590
2022-11-16 21:06 R tpch arrow, parquet, memory_map=False, TPCH-14, scale_factor=10, R 7.524 s -0.189
2022-11-16 21:07 R tpch arrow, parquet, memory_map=False, TPCH-15, scale_factor=10, R 3.057 s -0.310
2022-11-16 21:08 R tpch arrow, parquet, memory_map=False, TPCH-16, scale_factor=1, R 0.449 s 0.115
2022-11-16 21:10 R tpch arrow, parquet, memory_map=False, TPCH-17, scale_factor=10, R 9.421 s 0.299
2022-11-16 20:47 R tpch arrow, native, memory_map=False, TPCH-03, scale_factor=0.01, R 0.157 s 0.914
2022-11-16 20:48 R tpch arrow, native, memory_map=False, TPCH-03, scale_factor=10, R 1.373 s -0.088
2022-11-16 20:49 R tpch arrow, native, memory_map=False, TPCH-04, scale_factor=1, R 0.246 s 0.169
2022-11-16 20:50 R tpch arrow, native, memory_map=False, TPCH-05, scale_factor=0.1, R 0.182 s 0.077
2022-11-16 20:59 R tpch arrow, native, memory_map=False, TPCH-11, scale_factor=0.01, R 0.143 s -0.002
2022-11-16 21:00 R tpch arrow, native, memory_map=False, TPCH-11, scale_factor=0.1, R 0.159 s 0.078
2022-11-16 20:56 R tpch arrow, native, memory_map=False, TPCH-09, scale_factor=0.1, R 0.200 s 0.323
2022-11-16 20:57 R tpch arrow, native, memory_map=False, TPCH-09, scale_factor=10, R 1.129 s 0.442
2022-11-16 20:58 R tpch arrow, native, memory_map=False, TPCH-10, scale_factor=1, R 0.273 s -0.023
2022-11-16 21:02 R tpch arrow, native, memory_map=False, TPCH-12, scale_factor=10, R 3.321 s 0.170
2022-11-16 21:04 R tpch arrow, native, memory_map=False, TPCH-13, scale_factor=10, R 4.999 s 0.843
2022-11-16 21:08 R tpch arrow, native, memory_map=False, TPCH-16, scale_factor=0.01, R 0.134 s 0.324
2022-11-16 21:08 R tpch arrow, native, memory_map=False, TPCH-16, scale_factor=10, R 1.144 s 1.237
2022-11-16 21:11 R tpch arrow, native, memory_map=False, TPCH-18, scale_factor=1, R 0.327 s 0.802
2022-11-16 20:47 R tpch arrow, parquet, memory_map=False, TPCH-03, scale_factor=0.1, R 0.215 s 0.294
2022-11-16 20:51 R tpch arrow, native, memory_map=False, TPCH-05, scale_factor=10, R 0.809 s 0.717
2022-11-16 20:53 R tpch arrow, parquet, memory_map=False, TPCH-07, scale_factor=0.01, R 0.233 s 1.127
2022-11-16 20:54 R tpch arrow, parquet, memory_map=False, TPCH-08, scale_factor=0.01, R 0.272 s 1.082
2022-11-16 20:56 R tpch arrow, parquet, memory_map=False, TPCH-08, scale_factor=10, R 3.362 s -1.184
2022-11-16 20:59 R tpch arrow, parquet, memory_map=False, TPCH-11, scale_factor=0.01, R 0.181 s 0.508
2022-11-16 21:06 R tpch arrow, native, memory_map=False, TPCH-15, scale_factor=0.01, R 0.142 s 0.535
2022-11-16 21:09 R tpch arrow, parquet, memory_map=False, TPCH-17, scale_factor=0.01, R 0.191 s 0.192
2022-11-16 20:44 R tpch arrow, native, memory_map=False, TPCH-01, scale_factor=1, R 0.312 s 0.951
2022-11-16 20:52 R tpch arrow, native, memory_map=False, TPCH-06, scale_factor=1, R 0.145 s 0.214
2022-11-16 21:00 R tpch arrow, native, memory_map=False, TPCH-11, scale_factor=10, R 1.450 s 0.794
2022-11-16 21:08 R tpch arrow, native, memory_map=False, TPCH-16, scale_factor=1, R 0.238 s 0.420
2022-11-16 21:11 R tpch arrow, native, memory_map=False, TPCH-18, scale_factor=0.1, R 0.147 s -0.058
2022-11-16 20:46 R tpch arrow, native, memory_map=False, TPCH-02, scale_factor=0.01, R 0.190 s 0.392
2022-11-16 20:49 R tpch arrow, native, memory_map=False, TPCH-04, scale_factor=10, R 1.233 s -0.465
2022-11-16 20:52 R tpch arrow, parquet, memory_map=False, TPCH-06, scale_factor=0.1, R 0.165 s 0.129
2022-11-16 21:03 R tpch arrow, parquet, memory_map=False, TPCH-13, scale_factor=0.01, R 0.159 s -0.422
2022-11-16 21:05 R tpch arrow, parquet, memory_map=False, TPCH-14, scale_factor=1, R 0.971 s -0.044
2022-11-16 20:47 R tpch arrow, native, memory_map=False, TPCH-03, scale_factor=0.1, R 0.165 s 0.481
2022-11-16 20:47 R tpch arrow, native, memory_map=False, TPCH-03, scale_factor=1, R 0.274 s -0.298
2022-11-16 20:50 R tpch arrow, native, memory_map=False, TPCH-05, scale_factor=1, R 0.239 s -0.478
2022-11-16 20:51 R tpch arrow, native, memory_map=False, TPCH-06, scale_factor=0.01, R 0.112 s -0.086
2022-11-16 20:52 R tpch arrow, parquet, memory_map=False, TPCH-06, scale_factor=1, R 0.393 s -0.127
2022-11-16 20:56 R tpch arrow, native, memory_map=False, TPCH-09, scale_factor=0.01, R 0.185 s 0.274
2022-11-16 20:56 R tpch arrow, native, memory_map=False, TPCH-09, scale_factor=1, R 0.295 s 0.529
2022-11-16 20:58 R tpch arrow, native, memory_map=False, TPCH-10, scale_factor=0.1, R 0.181 s 0.158
2022-11-16 21:03 R tpch arrow, parquet, memory_map=False, TPCH-13, scale_factor=1, R 0.867 s -0.383
2022-11-16 21:12 R tpch arrow, native, memory_map=False, TPCH-19, scale_factor=0.01, R 0.182 s 0.084
2022-11-16 20:46 R tpch arrow, parquet, memory_map=False, TPCH-02, scale_factor=0.01, R 0.230 s -0.019
2022-11-16 20:48 R tpch arrow, parquet, memory_map=False, TPCH-04, scale_factor=0.01, R 0.161 s 1.660
2022-11-16 20:50 R tpch arrow, parquet, memory_map=False, TPCH-05, scale_factor=0.01, R 0.219 s 0.119
2022-11-16 20:54 R tpch arrow, parquet, memory_map=False, TPCH-07, scale_factor=10, R 3.185 s -0.012
2022-11-16 21:00 R tpch arrow, parquet, memory_map=False, TPCH-11, scale_factor=0.1, R 0.218 s 1.175
2022-11-16 21:01 R tpch arrow, parquet, memory_map=False, TPCH-12, scale_factor=1, R 1.162 s -1.154
2022-11-16 21:03 R tpch arrow, native, memory_map=False, TPCH-13, scale_factor=0.1, R 0.219 s -0.131
2022-11-16 20:46 R tpch arrow, parquet, memory_map=False, TPCH-02, scale_factor=0.1, R 0.240 s 0.878
2022-11-16 20:46 R tpch arrow, parquet, memory_map=False, TPCH-02, scale_factor=1, R 0.322 s -0.104
2022-11-16 20:47 R tpch arrow, parquet, memory_map=False, TPCH-03, scale_factor=1, R 0.470 s 0.522
2022-11-16 20:59 R tpch arrow, parquet, memory_map=False, TPCH-10, scale_factor=10, R 3.336 s -1.150
2022-11-16 21:09 R tpch arrow, parquet, memory_map=False, TPCH-17, scale_factor=0.1, R 0.279 s -0.525
2022-11-16 20:48 R tpch arrow, native, memory_map=False, TPCH-04, scale_factor=0.1, R 0.142 s 1.175
2022-11-16 20:55 R tpch arrow, native, memory_map=False, TPCH-08, scale_factor=1, R 0.264 s 0.258
2022-11-16 20:58 R tpch arrow, native, memory_map=False, TPCH-10, scale_factor=0.01, R 0.173 s 1.268
2022-11-16 21:08 R tpch arrow, native, memory_map=False, TPCH-16, scale_factor=0.1, R 0.152 s 0.260
2022-11-16 21:13 R tpch arrow, native, memory_map=False, TPCH-19, scale_factor=0.1, R 0.253 s -0.309
2022-11-16 20:53 R tpch arrow, parquet, memory_map=False, TPCH-07, scale_factor=0.1, R 0.262 s 0.131
2022-11-16 20:55 R tpch arrow, parquet, memory_map=False, TPCH-08, scale_factor=0.1, R 0.352 s -29.439
2022-11-16 20:58 R tpch arrow, parquet, memory_map=False, TPCH-09, scale_factor=10, R 3.977 s -0.264
2022-11-16 20:58 R tpch arrow, parquet, memory_map=False, TPCH-10, scale_factor=0.1, R 0.243 s 0.034
2022-11-16 21:01 R tpch arrow, parquet, memory_map=False, TPCH-12, scale_factor=0.1, R 0.275 s -0.709
2022-11-16 21:08 R tpch arrow, parquet, memory_map=False, TPCH-16, scale_factor=0.01, R 0.166 s 0.430
2022-11-16 21:09 R tpch arrow, parquet, memory_map=False, TPCH-17, scale_factor=1, R 1.226 s -0.139
2022-11-16 21:15 R tpch arrow, native, memory_map=False, TPCH-20, scale_factor=0.01, R 0.177 s 0.064
2022-11-16 20:54 R tpch arrow, native, memory_map=False, TPCH-08, scale_factor=0.01, R 0.224 s 0.589
2022-11-16 20:59 R tpch arrow, native, memory_map=False, TPCH-10, scale_factor=10, R 1.146 s -0.438
2022-11-16 21:06 R tpch arrow, parquet, memory_map=False, TPCH-15, scale_factor=0.01, R 0.175 s 0.119
2022-11-16 21:00 R tpch arrow, parquet, memory_map=False, TPCH-11, scale_factor=10, R 3.683 s 0.049
2022-11-16 21:05 R tpch arrow, parquet, memory_map=False, TPCH-14, scale_factor=0.1, R 0.256 s -0.361
2022-11-16 21:12 R tpch arrow, parquet, memory_map=False, TPCH-18, scale_factor=10, R 4.546 s -0.602
2022-11-16 21:16 R tpch arrow, native, memory_map=False, TPCH-20, scale_factor=1, R 0.232 s 0.181
2022-11-16 21:01 R tpch arrow, native, memory_map=False, TPCH-12, scale_factor=1, R 0.462 s 0.452
2022-11-16 21:04 R tpch arrow, parquet, memory_map=False, TPCH-13, scale_factor=10, R 7.147 s -0.675
2022-11-16 21:04 R tpch arrow, native, memory_map=False, TPCH-14, scale_factor=0.1, R 0.168 s 0.554
2022-11-16 21:10 R tpch arrow, native, memory_map=False, TPCH-17, scale_factor=10, R 0.849 s -0.275
2022-11-16 21:11 R tpch arrow, native, memory_map=False, TPCH-18, scale_factor=0.01, R 0.135 s 0.438
2022-11-16 21:12 R tpch arrow, native, memory_map=False, TPCH-18, scale_factor=10, R 3.017 s -0.235
2022-11-16 21:17 R tpch arrow, native, memory_map=False, TPCH-21, scale_factor=0.01, R 0.266 s -0.468
2022-11-16 21:19 R tpch arrow, native, memory_map=False, TPCH-22, scale_factor=0.1, R 0.135 s 0.792
2022-11-16 21:19 R tpch arrow, native, memory_map=False, TPCH-22, scale_factor=10, R 0.319 s 0.260
2022-11-16 20:56 R tpch arrow, parquet, memory_map=False, TPCH-09, scale_factor=0.1, R 0.265 s -0.115
2022-11-16 21:05 R tpch arrow, native, memory_map=False, TPCH-14, scale_factor=10, R 2.174 s -1.009
2022-11-16 21:08 R tpch arrow, parquet, memory_map=False, TPCH-16, scale_factor=0.1, R 0.205 s 0.098
2022-11-16 21:11 R tpch arrow, parquet, memory_map=False, TPCH-18, scale_factor=1, R 0.524 s -0.150
2022-11-16 21:00 R tpch arrow, native, memory_map=False, TPCH-11, scale_factor=1, R 0.261 s 0.223
2022-11-16 21:06 R tpch arrow, native, memory_map=False, TPCH-15, scale_factor=0.1, R 0.145 s 2.015
2022-11-16 21:07 R tpch arrow, native, memory_map=False, TPCH-15, scale_factor=10, R 0.857 s 0.250
2022-11-16 21:09 R tpch arrow, native, memory_map=False, TPCH-17, scale_factor=0.1, R 0.150 s 0.975
2022-11-16 21:09 R tpch arrow, native, memory_map=False, TPCH-17, scale_factor=1, R 0.216 s 0.212
2022-11-16 21:13 R tpch arrow, native, memory_map=False, TPCH-19, scale_factor=1, R 0.961 s -0.005
2022-11-16 21:01 R tpch arrow, native, memory_map=False, TPCH-12, scale_factor=0.01, R 0.142 s -0.090
2022-11-16 21:01 R tpch arrow, native, memory_map=False, TPCH-12, scale_factor=0.1, R 0.196 s 1.445
2022-11-16 21:04 R tpch arrow, parquet, memory_map=False, TPCH-14, scale_factor=0.01, R 0.184 s 0.435
2022-11-16 21:05 R tpch arrow, native, memory_map=False, TPCH-14, scale_factor=1, R 0.349 s 0.330
2022-11-16 21:07 R tpch arrow, native, memory_map=False, TPCH-15, scale_factor=1, R 0.205 s 1.043
2022-11-16 21:09 R tpch arrow, native, memory_map=False, TPCH-17, scale_factor=0.01, R 0.149 s -0.052
2022-11-16 21:14 R tpch arrow, native, memory_map=False, TPCH-19, scale_factor=10, R 10.148 s 0.201
2022-11-16 21:04 R tpch arrow, native, memory_map=False, TPCH-14, scale_factor=0.01, R 0.145 s 0.509
2022-11-16 21:11 R tpch arrow, parquet, memory_map=False, TPCH-18, scale_factor=0.1, R 0.192 s 1.478
2022-11-16 21:15 R tpch arrow, parquet, memory_map=False, TPCH-20, scale_factor=0.1, R 0.296 s 0.307
2022-11-16 21:09 R tpch arrow, parquet, memory_map=False, TPCH-16, scale_factor=10, R 3.087 s 0.383
2022-11-16 21:11 R tpch arrow, parquet, memory_map=False, TPCH-18, scale_factor=0.01, R 0.172 s -0.627
2022-11-16 21:15 R tpch arrow, parquet, memory_map=False, TPCH-20, scale_factor=0.01, R 0.226 s -0.050
2022-11-16 21:19 R tpch arrow, parquet, memory_map=False, TPCH-22, scale_factor=0.1, R 0.188 s -0.023
2022-11-16 21:20 R tpch arrow, parquet, memory_map=False, TPCH-22, scale_factor=10, R 2.357 s 1.210
2022-11-16 21:12 R tpch arrow, parquet, memory_map=False, TPCH-19, scale_factor=0.01, R 0.223 s 0.017
2022-11-16 21:17 R tpch arrow, parquet, memory_map=False, TPCH-20, scale_factor=10, R 8.206 s -0.831
2022-11-16 21:13 R tpch arrow, parquet, memory_map=False, TPCH-19, scale_factor=0.1, R 0.328 s -0.001
2022-11-16 21:18 R tpch arrow, parquet, memory_map=False, TPCH-21, scale_factor=1, R 3.156 s 0.835
2022-11-16 21:13 R tpch arrow, parquet, memory_map=False, TPCH-19, scale_factor=1, R 1.579 s -0.131
2022-11-16 21:16 R tpch arrow, native, memory_map=False, TPCH-20, scale_factor=10, R 0.782 s -0.408
2022-11-16 21:16 R tpch arrow, parquet, memory_map=False, TPCH-20, scale_factor=1, R 1.097 s -0.010
2022-11-16 21:17 R tpch arrow, parquet, memory_map=False, TPCH-21, scale_factor=0.1, R 0.577 s 0.091
2022-11-16 21:19 R tpch arrow, parquet, memory_map=False, TPCH-22, scale_factor=0.01, R 0.168 s 0.106
2022-11-16 21:15 R tpch arrow, native, memory_map=False, TPCH-20, scale_factor=0.1, R 0.179 s 0.533
2022-11-16 21:17 R tpch arrow, native, memory_map=False, TPCH-21, scale_factor=0.1, R 0.478 s -0.706
2022-11-16 21:19 R tpch arrow, parquet, memory_map=False, TPCH-22, scale_factor=1, R 0.378 s 0.880
2022-11-16 21:19 R tpch arrow, native, memory_map=False, TPCH-22, scale_factor=1, R 0.152 s 1.291
2022-11-16 21:18 R tpch arrow, native, memory_map=False, TPCH-21, scale_factor=1, R 2.601 s -0.288
2022-11-16 21:19 R tpch arrow, native, memory_map=False, TPCH-22, scale_factor=0.01, R 0.133 s -0.101