Top Outliers
Benchmarks
Date Lang Batch Benchmark Mean Z-Score Error
2022-11-15 09:55 R tpch arrow, parquet, memory_map=False, TPCH-01, scale_factor=1, R 0.563 s -3.729
2022-11-15 09:56 R tpch arrow, native, memory_map=False, TPCH-01, scale_factor=10, R 1.923 s -1.266
2022-11-15 09:57 R tpch arrow, parquet, memory_map=False, TPCH-03, scale_factor=0.01, R 0.188 s 1.194
2022-11-15 10:02 R tpch arrow, native, memory_map=False, TPCH-05, scale_factor=10, R 0.812 s 0.496
2022-11-15 10:03 R tpch arrow, native, memory_map=False, TPCH-06, scale_factor=10, R 0.465 s -0.709
2022-11-15 09:57 R tpch arrow, native, memory_map=False, TPCH-02, scale_factor=1, R 0.253 s 0.431
2022-11-15 09:58 R tpch arrow, native, memory_map=False, TPCH-03, scale_factor=0.1, R 0.166 s -0.098
2022-11-15 10:01 R tpch arrow, native, memory_map=False, TPCH-05, scale_factor=0.1, R 0.181 s 0.964
2022-11-15 09:56 R tpch arrow, parquet, memory_map=False, TPCH-01, scale_factor=10, R 3.531 s -0.306
2022-11-15 10:02 R tpch arrow, native, memory_map=False, TPCH-06, scale_factor=0.1, R 0.114 s -0.081
2022-11-15 09:56 R tpch arrow, parquet, memory_map=False, TPCH-02, scale_factor=0.01, R 0.229 s -0.109
2022-11-15 09:57 R tpch arrow, parquet, memory_map=False, TPCH-02, scale_factor=0.1, R 0.242 s -0.656
2022-11-15 10:01 R tpch arrow, native, memory_map=False, TPCH-05, scale_factor=1, R 0.238 s 0.350
2022-11-15 09:57 R tpch arrow, parquet, memory_map=False, TPCH-02, scale_factor=10, R 1.161 s 0.440
2022-11-15 09:57 R tpch arrow, native, memory_map=False, TPCH-03, scale_factor=0.01, R 0.156 s 1.551
2022-11-15 10:04 R tpch arrow, parquet, memory_map=False, TPCH-07, scale_factor=0.01, R 0.236 s -0.700
2022-11-15 10:06 R tpch arrow, parquet, memory_map=False, TPCH-08, scale_factor=0.1, R 0.304 s -1.070
2022-11-15 10:06 R tpch arrow, native, memory_map=False, TPCH-08, scale_factor=1, R 0.264 s 0.413
2022-11-15 09:58 R tpch arrow, parquet, memory_map=False, TPCH-03, scale_factor=1, R 0.471 s 0.056
2022-11-15 09:59 R tpch arrow, parquet, memory_map=False, TPCH-03, scale_factor=10, R 3.072 s -0.666
2022-11-15 09:59 R tpch arrow, parquet, memory_map=False, TPCH-04, scale_factor=0.1, R 0.171 s -0.072
2022-11-15 09:57 R tpch arrow, parquet, memory_map=False, TPCH-02, scale_factor=1, R 0.324 s -1.371
2022-11-15 09:59 R tpch arrow, native, memory_map=False, TPCH-04, scale_factor=1, R 0.247 s -0.398
2022-11-15 10:02 R tpch arrow, native, memory_map=False, TPCH-06, scale_factor=0.01, R 0.112 s -0.475
2022-11-15 10:03 R tpch arrow, native, memory_map=False, TPCH-07, scale_factor=0.01, R 0.194 s 0.483
2022-11-15 10:04 R tpch arrow, native, memory_map=False, TPCH-07, scale_factor=1, R 0.274 s 0.259
2022-11-15 10:07 R tpch arrow, parquet, memory_map=False, TPCH-09, scale_factor=0.01, R 0.224 s 1.261
2022-11-15 10:01 R tpch arrow, parquet, memory_map=False, TPCH-05, scale_factor=1, R 0.510 s 0.215
2022-11-15 09:55 R tpch arrow, parquet, memory_map=False, TPCH-01, scale_factor=0.1, R 0.203 s -0.282
2022-11-15 09:57 R tpch arrow, native, memory_map=False, TPCH-02, scale_factor=10, R 0.834 s 0.412
2022-11-15 10:01 R tpch arrow, parquet, memory_map=False, TPCH-05, scale_factor=0.01, R 0.218 s 0.173
2022-11-15 10:02 R tpch arrow, parquet, memory_map=False, TPCH-05, scale_factor=10, R 3.118 s -0.518
2022-11-15 10:07 R tpch arrow, parquet, memory_map=False, TPCH-09, scale_factor=1, R 0.616 s -0.909
2022-11-15 10:11 R tpch arrow, parquet, memory_map=False, TPCH-11, scale_factor=0.1, R 0.219 s 0.148
2022-11-15 09:57 R tpch arrow, native, memory_map=False, TPCH-02, scale_factor=0.1, R 0.198 s 0.352
2022-11-15 09:58 R tpch arrow, parquet, memory_map=False, TPCH-03, scale_factor=0.1, R 0.217 s -0.104
2022-11-15 10:03 R tpch arrow, parquet, memory_map=False, TPCH-06, scale_factor=10, R 2.498 s -0.084
2022-11-15 09:55 R tpch arrow, native, memory_map=False, TPCH-01, scale_factor=0.1, R 0.203 s -12.211
2022-11-15 10:07 R tpch arrow, parquet, memory_map=False, TPCH-09, scale_factor=0.1, R 0.263 s 1.260
2022-11-15 10:10 R tpch arrow, native, memory_map=False, TPCH-11, scale_factor=0.01, R 0.143 s 0.756
2022-11-15 10:11 R tpch arrow, native, memory_map=False, TPCH-12, scale_factor=0.01, R 0.141 s -0.142
2022-11-15 10:12 R tpch arrow, native, memory_map=False, TPCH-12, scale_factor=0.1, R 0.196 s 0.865
2022-11-15 09:55 R tpch arrow, native, memory_map=False, TPCH-01, scale_factor=0.01, R 0.139 s -0.404
2022-11-15 10:06 R tpch arrow, parquet, memory_map=False, TPCH-08, scale_factor=1, R 0.567 s -0.143
2022-11-15 09:59 R tpch arrow, parquet, memory_map=False, TPCH-04, scale_factor=0.01, R 0.162 s 0.259
2022-11-15 09:59 R tpch arrow, native, memory_map=False, TPCH-04, scale_factor=0.1, R 0.143 s 0.555
2022-11-15 10:00 R tpch arrow, parquet, memory_map=False, TPCH-04, scale_factor=1, R 0.271 s -2.133
2022-11-15 10:01 R tpch arrow, parquet, memory_map=False, TPCH-05, scale_factor=0.1, R 0.248 s 0.609
2022-11-15 10:02 R tpch arrow, parquet, memory_map=False, TPCH-06, scale_factor=0.01, R 0.141 s -0.231
2022-11-15 10:10 R tpch arrow, native, memory_map=False, TPCH-10, scale_factor=10, R 1.139 s 0.354
2022-11-15 09:56 R tpch arrow, native, memory_map=False, TPCH-02, scale_factor=0.01, R 0.190 s 0.494
2022-11-15 09:55 R tpch arrow, parquet, memory_map=False, TPCH-01, scale_factor=0.01, R 0.171 s -0.193
2022-11-15 10:00 R tpch arrow, parquet, memory_map=False, TPCH-04, scale_factor=10, R 1.062 s 0.774
2022-11-15 10:03 R tpch arrow, parquet, memory_map=False, TPCH-06, scale_factor=1, R 0.403 s -1.258
2022-11-15 09:55 R tpch arrow, native, memory_map=False, TPCH-01, scale_factor=1, R 0.315 s -0.288
2022-11-15 09:58 R tpch arrow, native, memory_map=False, TPCH-03, scale_factor=1, R 0.273 s 0.659
2022-11-15 09:59 R tpch arrow, native, memory_map=False, TPCH-04, scale_factor=0.01, R 0.135 s 1.142
2022-11-15 10:00 R tpch arrow, native, memory_map=False, TPCH-04, scale_factor=10, R 1.237 s -0.967
2022-11-15 10:09 R tpch arrow, parquet, memory_map=False, TPCH-10, scale_factor=0.1, R 0.238 s 1.156
2022-11-15 10:10 R tpch arrow, native, memory_map=False, TPCH-11, scale_factor=0.1, R 0.159 s 0.675
2022-11-15 10:11 R tpch arrow, parquet, memory_map=False, TPCH-11, scale_factor=1, R 0.507 s 1.123
2022-11-15 09:59 R tpch arrow, native, memory_map=False, TPCH-03, scale_factor=10, R 1.377 s -0.646
2022-11-15 10:02 R tpch arrow, parquet, memory_map=False, TPCH-06, scale_factor=0.1, R 0.166 s -0.819
2022-11-15 10:00 R tpch arrow, native, memory_map=False, TPCH-05, scale_factor=0.01, R 0.178 s 0.409
2022-11-15 10:04 R tpch arrow, native, memory_map=False, TPCH-07, scale_factor=0.1, R 0.199 s 0.486
2022-11-15 10:05 R tpch arrow, native, memory_map=False, TPCH-07, scale_factor=10, R 0.955 s -0.993
2022-11-15 10:03 R tpch arrow, native, memory_map=False, TPCH-06, scale_factor=1, R 0.146 s 0.010
2022-11-15 10:07 R tpch arrow, parquet, memory_map=False, TPCH-08, scale_factor=10, R 3.356 s -0.983
2022-11-15 10:09 R tpch arrow, parquet, memory_map=False, TPCH-10, scale_factor=0.01, R 0.208 s 1.011
2022-11-15 10:09 R tpch arrow, parquet, memory_map=False, TPCH-10, scale_factor=1, R 0.531 s -0.215
2022-11-15 10:04 R tpch arrow, parquet, memory_map=False, TPCH-07, scale_factor=0.1, R 0.264 s 0.059
2022-11-15 10:04 R tpch arrow, parquet, memory_map=False, TPCH-07, scale_factor=1, R 0.533 s -0.214
2022-11-15 10:05 R tpch arrow, parquet, memory_map=False, TPCH-08, scale_factor=0.01, R 0.274 s -0.531
2022-11-15 10:08 R tpch arrow, parquet, memory_map=False, TPCH-09, scale_factor=10, R 3.955 s 0.061
2022-11-15 10:05 R tpch arrow, parquet, memory_map=False, TPCH-07, scale_factor=10, R 3.101 s 0.161
2022-11-15 10:08 R tpch arrow, native, memory_map=False, TPCH-09, scale_factor=10, R 1.128 s 0.905
2022-11-15 10:09 R tpch arrow, native, memory_map=False, TPCH-10, scale_factor=0.1, R 0.182 s 0.127
2022-11-15 10:11 R tpch arrow, native, memory_map=False, TPCH-11, scale_factor=1, R 0.261 s 0.305
2022-11-15 10:12 R tpch arrow, native, memory_map=False, TPCH-12, scale_factor=1, R 0.467 s -0.614
2022-11-15 10:07 R tpch arrow, native, memory_map=False, TPCH-09, scale_factor=1, R 0.294 s 1.010
2022-11-15 10:09 R tpch arrow, native, memory_map=False, TPCH-10, scale_factor=1, R 0.272 s 0.850
2022-11-15 10:05 R tpch arrow, native, memory_map=False, TPCH-08, scale_factor=0.1, R 0.228 s 0.507
2022-11-15 10:06 R tpch arrow, native, memory_map=False, TPCH-08, scale_factor=10, R 0.656 s -0.403
2022-11-15 10:11 R tpch arrow, parquet, memory_map=False, TPCH-12, scale_factor=0.01, R 0.180 s -0.245
2022-11-15 10:05 R tpch arrow, native, memory_map=False, TPCH-08, scale_factor=0.01, R 0.226 s 0.246
2022-11-15 10:10 R tpch arrow, parquet, memory_map=False, TPCH-10, scale_factor=10, R 3.252 s 1.196
2022-11-15 10:10 R tpch arrow, parquet, memory_map=False, TPCH-11, scale_factor=0.01, R 0.182 s -0.436
2022-11-15 10:07 R tpch arrow, native, memory_map=False, TPCH-09, scale_factor=0.1, R 0.201 s 0.469
2022-11-15 10:09 R tpch arrow, native, memory_map=False, TPCH-10, scale_factor=0.01, R 0.173 s 1.234
2022-11-15 10:11 R tpch arrow, parquet, memory_map=False, TPCH-11, scale_factor=10, R 3.643 s 0.124
2022-11-15 10:07 R tpch arrow, native, memory_map=False, TPCH-09, scale_factor=0.01, R 0.184 s 0.667
2022-11-15 10:11 R tpch arrow, native, memory_map=False, TPCH-11, scale_factor=10, R 1.466 s -1.313
2022-11-15 10:12 R tpch arrow, parquet, memory_map=False, TPCH-12, scale_factor=0.1, R 0.274 s -0.688
2022-11-15 10:12 R tpch arrow, parquet, memory_map=False, TPCH-12, scale_factor=1, R 1.157 s -0.550
2022-11-15 10:13 R tpch arrow, native, memory_map=False, TPCH-12, scale_factor=10, R 3.317 s 0.480
2022-11-15 10:14 R tpch arrow, parquet, memory_map=False, TPCH-13, scale_factor=0.01, R 0.159 s -0.195
2022-11-15 10:14 R tpch arrow, parquet, memory_map=False, TPCH-13, scale_factor=1, R 0.866 s 0.167
2022-11-15 10:19 R tpch arrow, parquet, memory_map=False, TPCH-16, scale_factor=10, R 3.117 s -1.159
2022-11-15 10:20 R tpch arrow, parquet, memory_map=False, TPCH-17, scale_factor=0.01, R 0.192 s -0.543
2022-11-15 10:23 R tpch arrow, native, memory_map=False, TPCH-19, scale_factor=0.1, R 0.252 s -0.554
2022-11-15 10:13 R tpch arrow, parquet, memory_map=False, TPCH-12, scale_factor=10, R 9.235 s -1.130
2022-11-15 10:13 R tpch arrow, native, memory_map=False, TPCH-13, scale_factor=0.01, R 0.124 s 0.869
2022-11-15 10:14 R tpch arrow, native, memory_map=False, TPCH-13, scale_factor=0.1, R 0.219 s 0.373
2022-11-15 10:14 R tpch arrow, native, memory_map=False, TPCH-13, scale_factor=1, R 0.628 s 0.344
2022-11-15 10:14 R tpch arrow, parquet, memory_map=False, TPCH-13, scale_factor=0.1, R 0.281 s 0.296
2022-11-15 10:15 R tpch arrow, native, memory_map=False, TPCH-13, scale_factor=10, R 5.006 s 0.293
2022-11-15 10:17 R tpch arrow, parquet, memory_map=False, TPCH-15, scale_factor=0.1, R 0.201 s 0.058
2022-11-15 10:18 R tpch arrow, parquet, memory_map=False, TPCH-15, scale_factor=10, R 3.038 s 0.067
2022-11-15 10:22 R tpch arrow, parquet, memory_map=False, TPCH-18, scale_factor=0.1, R 0.194 s -0.287
2022-11-15 10:15 R tpch arrow, native, memory_map=False, TPCH-14, scale_factor=0.1, R 0.168 s 0.214
2022-11-15 10:19 R tpch arrow, parquet, memory_map=False, TPCH-16, scale_factor=1, R 0.447 s 0.799
2022-11-15 10:26 R tpch arrow, native, memory_map=False, TPCH-20, scale_factor=0.01, R 0.176 s 0.420
2022-11-15 10:30 R tpch arrow, native, memory_map=False, TPCH-22, scale_factor=0.1, R 0.136 s 0.017
2022-11-15 10:18 R tpch arrow, parquet, memory_map=False, TPCH-15, scale_factor=1, R 0.470 s 0.048
2022-11-15 10:23 R tpch arrow, native, memory_map=False, TPCH-19, scale_factor=0.01, R 0.182 s -0.511
2022-11-15 10:28 R tpch arrow, parquet, memory_map=False, TPCH-21, scale_factor=0.1, R 0.576 s 0.088
2022-11-15 10:30 R tpch arrow, parquet, memory_map=False, TPCH-22, scale_factor=1, R 0.380 s 0.141
2022-11-15 10:15 R tpch arrow, native, memory_map=False, TPCH-14, scale_factor=0.01, R 0.146 s -0.312
2022-11-15 10:15 R tpch arrow, parquet, memory_map=False, TPCH-13, scale_factor=10, R 7.121 s 0.674
2022-11-15 10:25 R tpch arrow, native, memory_map=False, TPCH-19, scale_factor=10, R 10.188 s -0.432
2022-11-15 10:15 R tpch arrow, parquet, memory_map=False, TPCH-14, scale_factor=0.01, R 0.184 s -0.101
2022-11-15 10:17 R tpch arrow, parquet, memory_map=False, TPCH-15, scale_factor=0.01, R 0.175 s -0.257
2022-11-15 10:20 R tpch arrow, parquet, memory_map=False, TPCH-17, scale_factor=0.1, R 0.276 s 0.072
2022-11-15 10:21 R tpch arrow, parquet, memory_map=False, TPCH-17, scale_factor=10, R 9.618 s -0.508
2022-11-15 10:22 R tpch arrow, parquet, memory_map=False, TPCH-18, scale_factor=0.01, R 0.171 s -0.347
2022-11-15 10:26 R tpch arrow, parquet, memory_map=False, TPCH-20, scale_factor=0.1, R 0.296 s 0.142
2022-11-15 10:15 R tpch arrow, parquet, memory_map=False, TPCH-14, scale_factor=0.1, R 0.257 s -1.142
2022-11-15 10:16 R tpch arrow, parquet, memory_map=False, TPCH-14, scale_factor=1, R 1.019 s -6.951
2022-11-15 10:19 R tpch arrow, parquet, memory_map=False, TPCH-16, scale_factor=0.01, R 0.166 s 0.172
2022-11-15 10:28 R tpch arrow, native, memory_map=False, TPCH-21, scale_factor=0.01, R 0.266 s -0.826
2022-11-15 10:16 R tpch arrow, native, memory_map=False, TPCH-14, scale_factor=1, R 0.349 s 0.230
2022-11-15 10:27 R tpch arrow, native, memory_map=False, TPCH-20, scale_factor=10, R 0.782 s -0.423
2022-11-15 10:19 R tpch arrow, parquet, memory_map=False, TPCH-16, scale_factor=0.1, R 0.204 s 0.104
2022-11-15 10:31 R tpch arrow, parquet, memory_map=False, TPCH-22, scale_factor=10, R 2.375 s -0.060
2022-11-15 10:20 R tpch arrow, parquet, memory_map=False, TPCH-17, scale_factor=1, R 1.192 s 1.452
2022-11-15 10:30 R tpch arrow, native, memory_map=False, TPCH-22, scale_factor=10, R 0.322 s -0.880
2022-11-15 10:28 R tpch arrow, parquet, memory_map=False, TPCH-20, scale_factor=10, R 8.189 s -0.845
2022-11-15 10:30 R tpch arrow, parquet, memory_map=False, TPCH-22, scale_factor=0.1, R 0.190 s -1.254
2022-11-15 10:30 R tpch arrow, parquet, memory_map=False, TPCH-22, scale_factor=0.01, R 0.167 s 0.038
2022-11-15 10:23 R tpch arrow, parquet, memory_map=False, TPCH-18, scale_factor=10, R 4.402 s 0.469
2022-11-15 10:23 R tpch arrow, parquet, memory_map=False, TPCH-19, scale_factor=0.01, R 0.225 s -0.716
2022-11-15 10:24 R tpch arrow, parquet, memory_map=False, TPCH-19, scale_factor=0.1, R 0.331 s -0.806
2022-11-15 10:30 R tpch arrow, native, memory_map=False, TPCH-22, scale_factor=1, R 0.154 s 0.064
2022-11-15 10:17 R tpch arrow, parquet, memory_map=False, TPCH-14, scale_factor=10, R 7.520 s -0.358
2022-11-15 10:18 R tpch arrow, native, memory_map=False, TPCH-15, scale_factor=10, R 0.853 s 0.601
2022-11-15 10:20 R tpch arrow, native, memory_map=False, TPCH-17, scale_factor=1, R 0.217 s -0.898
2022-11-15 10:26 R tpch arrow, parquet, memory_map=False, TPCH-19, scale_factor=10, R 14.761 s 0.897
2022-11-15 10:26 R tpch arrow, parquet, memory_map=False, TPCH-20, scale_factor=0.01, R 0.224 s 0.391
2022-11-15 10:17 R tpch arrow, native, memory_map=False, TPCH-15, scale_factor=1, R 0.205 s 0.926
2022-11-15 10:18 R tpch arrow, native, memory_map=False, TPCH-16, scale_factor=0.01, R 0.134 s 0.108
2022-11-15 10:17 R tpch arrow, native, memory_map=False, TPCH-15, scale_factor=0.1, R 0.145 s 1.574
2022-11-15 10:22 R tpch arrow, native, memory_map=False, TPCH-18, scale_factor=0.1, R 0.147 s -0.402
2022-11-15 10:22 R tpch arrow, native, memory_map=False, TPCH-18, scale_factor=1, R 0.331 s -1.143
2022-11-15 10:26 R tpch arrow, native, memory_map=False, TPCH-20, scale_factor=1, R 0.233 s -0.314
2022-11-15 10:16 R tpch arrow, native, memory_map=False, TPCH-14, scale_factor=10, R 2.164 s 0.553
2022-11-15 10:19 R tpch arrow, native, memory_map=False, TPCH-16, scale_factor=10, R 1.154 s -0.166
2022-11-15 10:20 R tpch arrow, native, memory_map=False, TPCH-17, scale_factor=0.01, R 0.148 s 0.230
2022-11-15 10:20 R tpch arrow, native, memory_map=False, TPCH-17, scale_factor=0.1, R 0.151 s -0.132
2022-11-15 10:23 R tpch arrow, native, memory_map=False, TPCH-18, scale_factor=10, R 3.022 s -0.333
2022-11-15 10:24 R tpch arrow, parquet, memory_map=False, TPCH-19, scale_factor=1, R 1.576 s -0.034
2022-11-15 10:28 R tpch arrow, parquet, memory_map=False, TPCH-21, scale_factor=0.01, R 0.313 s -0.551
2022-11-15 10:17 R tpch arrow, native, memory_map=False, TPCH-15, scale_factor=0.01, R 0.142 s 0.276
2022-11-15 10:19 R tpch arrow, native, memory_map=False, TPCH-16, scale_factor=0.1, R 0.152 s 0.323
2022-11-15 10:19 R tpch arrow, native, memory_map=False, TPCH-16, scale_factor=1, R 0.240 s 0.291
2022-11-15 10:21 R tpch arrow, native, memory_map=False, TPCH-18, scale_factor=0.01, R 0.135 s -0.013
2022-11-15 10:27 R tpch arrow, parquet, memory_map=False, TPCH-20, scale_factor=1, R 1.098 s -0.190
2022-11-15 10:29 R tpch arrow, native, memory_map=False, TPCH-21, scale_factor=1, R 2.629 s -3.042
2022-11-15 10:21 R tpch arrow, native, memory_map=False, TPCH-17, scale_factor=10, R 0.844 s 0.848
2022-11-15 10:22 R tpch arrow, parquet, memory_map=False, TPCH-18, scale_factor=1, R 0.519 s 0.767
2022-11-15 10:24 R tpch arrow, native, memory_map=False, TPCH-19, scale_factor=1, R 0.965 s -0.892
2022-11-15 10:26 R tpch arrow, native, memory_map=False, TPCH-20, scale_factor=0.1, R 0.178 s 0.712
2022-11-15 10:28 R tpch arrow, native, memory_map=False, TPCH-21, scale_factor=0.1, R 0.484 s -2.316
2022-11-15 10:30 R tpch arrow, native, memory_map=False, TPCH-22, scale_factor=0.01, R 0.133 s -0.055
2022-11-15 10:29 R tpch arrow, parquet, memory_map=False, TPCH-21, scale_factor=1, R 3.186 s -0.838