Top Outliers
Benchmarks
Date Lang Batch Benchmark Mean Z-Score Error
2022-11-10 20:54 R tpch arrow, parquet, memory_map=False, TPCH-01, scale_factor=0.01, R 0.170 s -0.042
2022-11-10 20:58 R tpch arrow, native, memory_map=False, TPCH-04, scale_factor=0.01, R 0.135 s 1.141
2022-11-10 21:01 R tpch arrow, native, memory_map=False, TPCH-06, scale_factor=0.1, R 0.114 s 0.033
2022-11-10 21:01 R tpch arrow, parquet, memory_map=False, TPCH-06, scale_factor=0.1, R 0.164 s -0.242
2022-11-10 21:04 R tpch arrow, native, memory_map=False, TPCH-07, scale_factor=10, R 0.960 s -1.943
2022-11-10 21:08 R tpch arrow, native, memory_map=False, TPCH-10, scale_factor=0.1, R 0.181 s 0.161
2022-11-10 21:03 R tpch arrow, native, memory_map=False, TPCH-07, scale_factor=1, R 0.274 s 0.421
2022-11-10 21:14 R tpch arrow, native, memory_map=False, TPCH-14, scale_factor=0.1, R 0.169 s -0.157
2022-11-10 20:54 R tpch arrow, native, memory_map=False, TPCH-01, scale_factor=0.1, R 0.152 s -0.392
2022-11-10 20:58 R tpch arrow, parquet, memory_map=False, TPCH-04, scale_factor=1, R 0.268 s 0.124
2022-11-10 21:05 R tpch arrow, parquet, memory_map=False, TPCH-08, scale_factor=1, R 0.565 s 0.264
2022-11-10 20:54 R tpch arrow, parquet, memory_map=False, TPCH-01, scale_factor=1, R 0.539 s -0.009
2022-11-10 20:55 R tpch arrow, native, memory_map=False, TPCH-02, scale_factor=0.01, R 0.190 s 0.329
2022-11-10 20:57 R tpch arrow, parquet, memory_map=False, TPCH-03, scale_factor=1, R 0.475 s -0.731
2022-11-10 20:58 R tpch arrow, parquet, memory_map=False, TPCH-03, scale_factor=10, R 3.118 s -2.083
2022-11-10 20:53 R tpch arrow, native, memory_map=False, TPCH-01, scale_factor=0.01, R 0.141 s -0.790
2022-11-10 21:09 R tpch arrow, native, memory_map=False, TPCH-11, scale_factor=0.1, R 0.159 s 0.670
2022-11-10 21:10 R tpch arrow, parquet, memory_map=False, TPCH-11, scale_factor=1, R 0.506 s 1.381
2022-11-10 21:12 R tpch arrow, native, memory_map=False, TPCH-12, scale_factor=10, R 3.327 s -0.814
2022-11-10 21:00 R tpch arrow, parquet, memory_map=False, TPCH-05, scale_factor=0.1, R 0.249 s -0.605
2022-11-10 21:01 R tpch arrow, parquet, memory_map=False, TPCH-05, scale_factor=10, R 3.110 s -0.344
2022-11-10 21:01 R tpch arrow, native, memory_map=False, TPCH-06, scale_factor=0.01, R 0.112 s -0.535
2022-11-10 21:03 R tpch arrow, parquet, memory_map=False, TPCH-07, scale_factor=0.1, R 0.261 s 0.135
2022-11-10 21:06 R tpch arrow, parquet, memory_map=False, TPCH-08, scale_factor=10, R 3.331 s -0.187
2022-11-10 20:55 R tpch arrow, parquet, memory_map=False, TPCH-02, scale_factor=0.1, R 0.240 s -0.049
2022-11-10 20:56 R tpch arrow, native, memory_map=False, TPCH-03, scale_factor=0.01, R 0.158 s 0.507
2022-11-10 21:00 R tpch arrow, native, memory_map=False, TPCH-05, scale_factor=0.1, R 0.180 s 1.420
2022-11-10 21:05 R tpch arrow, native, memory_map=False, TPCH-08, scale_factor=10, R 0.651 s 0.260
2022-11-10 20:59 R tpch arrow, parquet, memory_map=False, TPCH-04, scale_factor=10, R 1.073 s -0.600
2022-11-10 20:59 R tpch arrow, native, memory_map=False, TPCH-05, scale_factor=0.01, R 0.176 s 1.087
2022-11-10 20:56 R tpch arrow, parquet, memory_map=False, TPCH-02, scale_factor=1, R 0.320 s -0.002
2022-11-10 20:55 R tpch arrow, native, memory_map=False, TPCH-02, scale_factor=0.1, R 0.198 s 0.415
2022-11-10 20:56 R tpch arrow, parquet, memory_map=False, TPCH-03, scale_factor=0.01, R 0.189 s 0.291
2022-11-10 20:58 R tpch arrow, parquet, memory_map=False, TPCH-04, scale_factor=0.1, R 0.169 s 1.588
2022-11-10 21:01 R tpch arrow, native, memory_map=False, TPCH-06, scale_factor=1, R 0.145 s 0.051
2022-11-10 21:10 R tpch arrow, native, memory_map=False, TPCH-11, scale_factor=10, R 1.458 s -0.285
2022-11-10 21:01 R tpch arrow, native, memory_map=False, TPCH-05, scale_factor=10, R 0.817 s -0.194
2022-11-10 21:02 R tpch arrow, native, memory_map=False, TPCH-07, scale_factor=0.01, R 0.196 s 0.265
2022-11-10 20:56 R tpch arrow, native, memory_map=False, TPCH-02, scale_factor=10, R 0.834 s 0.585
2022-11-10 20:56 R tpch arrow, parquet, memory_map=False, TPCH-02, scale_factor=10, R 1.158 s 0.617
2022-11-10 20:57 R tpch arrow, native, memory_map=False, TPCH-03, scale_factor=1, R 0.274 s -0.155
2022-11-10 21:00 R tpch arrow, native, memory_map=False, TPCH-05, scale_factor=1, R 0.238 s 0.456
2022-11-10 21:07 R tpch arrow, native, memory_map=False, TPCH-09, scale_factor=10, R 1.129 s 0.530
2022-11-10 21:10 R tpch arrow, parquet, memory_map=False, TPCH-11, scale_factor=10, R 3.657 s 0.098
2022-11-10 20:54 R tpch arrow, parquet, memory_map=False, TPCH-01, scale_factor=0.1, R 0.203 s -0.289
2022-11-10 20:57 R tpch arrow, native, memory_map=False, TPCH-03, scale_factor=10, R 1.380 s -1.154
2022-11-10 20:58 R tpch arrow, native, memory_map=False, TPCH-04, scale_factor=0.1, R 0.143 s 0.186
2022-11-10 21:09 R tpch arrow, native, memory_map=False, TPCH-11, scale_factor=0.01, R 0.143 s 0.354
2022-11-10 21:13 R tpch arrow, native, memory_map=False, TPCH-13, scale_factor=10, R 5.003 s 0.550
2022-11-10 21:14 R tpch arrow, native, memory_map=False, TPCH-14, scale_factor=0.01, R 0.147 s -0.631
2022-11-10 21:04 R tpch arrow, parquet, memory_map=False, TPCH-08, scale_factor=0.01, R 0.275 s -1.037
2022-11-10 21:06 R tpch arrow, native, memory_map=False, TPCH-09, scale_factor=0.01, R 0.186 s 0.381
2022-11-10 21:07 R tpch arrow, parquet, memory_map=False, TPCH-09, scale_factor=10, R 3.977 s -0.712
2022-11-10 20:58 R tpch arrow, native, memory_map=False, TPCH-04, scale_factor=1, R 0.246 s -0.041
2022-11-10 21:00 R tpch arrow, parquet, memory_map=False, TPCH-05, scale_factor=1, R 0.508 s 0.420
2022-11-10 21:04 R tpch arrow, parquet, memory_map=False, TPCH-07, scale_factor=10, R 3.129 s 0.125
2022-11-10 21:05 R tpch arrow, native, memory_map=False, TPCH-08, scale_factor=1, R 0.264 s 0.699
2022-11-10 21:06 R tpch arrow, parquet, memory_map=False, TPCH-09, scale_factor=0.01, R 0.225 s 0.552
2022-11-10 21:06 R tpch arrow, parquet, memory_map=False, TPCH-09, scale_factor=0.1, R 0.266 s -0.855
2022-11-10 21:11 R tpch arrow, parquet, memory_map=False, TPCH-12, scale_factor=0.1, R 0.273 s -0.215
2022-11-10 21:12 R tpch arrow, native, memory_map=False, TPCH-13, scale_factor=0.01, R 0.124 s 0.829
2022-11-10 20:54 R tpch arrow, native, memory_map=False, TPCH-01, scale_factor=1, R 0.315 s -0.359
2022-11-10 20:55 R tpch arrow, native, memory_map=False, TPCH-01, scale_factor=10, R 1.916 s -0.977
2022-11-10 20:55 R tpch arrow, parquet, memory_map=False, TPCH-01, scale_factor=10, R 3.523 s -0.120
2022-11-10 20:56 R tpch arrow, parquet, memory_map=False, TPCH-03, scale_factor=0.1, R 0.216 s -0.030
2022-11-10 21:02 R tpch arrow, parquet, memory_map=False, TPCH-06, scale_factor=1, R 0.389 s -0.007
2022-11-10 21:03 R tpch arrow, native, memory_map=False, TPCH-07, scale_factor=0.1, R 0.199 s 0.851
2022-11-10 21:06 R tpch arrow, native, memory_map=False, TPCH-09, scale_factor=1, R 0.294 s 1.164
2022-11-10 21:08 R tpch arrow, parquet, memory_map=False, TPCH-10, scale_factor=0.1, R 0.241 s -0.789
2022-11-10 21:09 R tpch arrow, parquet, memory_map=False, TPCH-11, scale_factor=0.01, R 0.180 s 0.687
2022-11-10 21:09 R tpch arrow, parquet, memory_map=False, TPCH-11, scale_factor=0.1, R 0.220 s -0.003
2022-11-10 21:11 R tpch arrow, native, memory_map=False, TPCH-12, scale_factor=1, R 0.461 s 0.473
2022-11-10 21:12 R tpch arrow, parquet, memory_map=False, TPCH-12, scale_factor=10, R 9.275 s -2.279
2022-11-10 20:55 R tpch arrow, native, memory_map=False, TPCH-02, scale_factor=1, R 0.253 s 0.481
2022-11-10 20:58 R tpch arrow, parquet, memory_map=False, TPCH-04, scale_factor=0.01, R 0.162 s 0.802
2022-11-10 21:04 R tpch arrow, native, memory_map=False, TPCH-08, scale_factor=0.1, R 0.278 s -18.543
2022-11-10 21:13 R tpch arrow, parquet, memory_map=False, TPCH-13, scale_factor=0.1, R 0.282 s -0.860
2022-11-10 21:13 R tpch arrow, native, memory_map=False, TPCH-13, scale_factor=1, R 0.628 s 0.270
2022-11-10 21:14 R tpch arrow, parquet, memory_map=False, TPCH-13, scale_factor=10, R 7.158 s -1.284
2022-11-10 21:14 R tpch arrow, parquet, memory_map=False, TPCH-14, scale_factor=0.01, R 0.183 s -0.056
2022-11-10 21:15 R tpch arrow, parquet, memory_map=False, TPCH-14, scale_factor=1, R 0.974 s -0.783
2022-11-10 20:55 R tpch arrow, parquet, memory_map=False, TPCH-02, scale_factor=0.01, R 0.229 s -0.096
2022-11-10 21:00 R tpch arrow, parquet, memory_map=False, TPCH-05, scale_factor=0.01, R 0.221 s -1.183
2022-11-10 21:02 R tpch arrow, parquet, memory_map=False, TPCH-06, scale_factor=10, R 2.518 s -0.970
2022-11-10 20:56 R tpch arrow, native, memory_map=False, TPCH-03, scale_factor=0.1, R 0.166 s 0.237
2022-11-10 21:02 R tpch arrow, native, memory_map=False, TPCH-06, scale_factor=10, R 0.466 s -1.487
2022-11-10 21:03 R tpch arrow, parquet, memory_map=False, TPCH-07, scale_factor=0.01, R 0.234 s -0.174
2022-11-10 21:04 R tpch arrow, parquet, memory_map=False, TPCH-08, scale_factor=0.1, R 0.302 s -0.449
2022-11-10 21:10 R tpch arrow, native, memory_map=False, TPCH-12, scale_factor=0.01, R 0.140 s 0.609
2022-11-10 21:11 R tpch arrow, parquet, memory_map=False, TPCH-12, scale_factor=1, R 1.147 s 0.548
2022-11-10 20:59 R tpch arrow, native, memory_map=False, TPCH-04, scale_factor=10, R 1.247 s -1.908
2022-11-10 21:01 R tpch arrow, parquet, memory_map=False, TPCH-06, scale_factor=0.01, R 0.142 s -0.343
2022-11-10 21:03 R tpch arrow, parquet, memory_map=False, TPCH-07, scale_factor=1, R 0.536 s -1.232
2022-11-10 21:04 R tpch arrow, native, memory_map=False, TPCH-08, scale_factor=0.01, R 0.223 s 1.429
2022-11-10 21:06 R tpch arrow, parquet, memory_map=False, TPCH-09, scale_factor=1, R 0.608 s 0.133
2022-11-10 21:07 R tpch arrow, native, memory_map=False, TPCH-10, scale_factor=0.01, R 0.174 s 0.610
2022-11-10 21:10 R tpch arrow, native, memory_map=False, TPCH-11, scale_factor=1, R 0.262 s -0.332
2022-11-10 21:10 R tpch arrow, native, memory_map=False, TPCH-12, scale_factor=0.1, R 0.198 s -0.042
2022-11-10 21:06 R tpch arrow, native, memory_map=False, TPCH-09, scale_factor=0.1, R 0.201 s 0.620
2022-11-10 21:08 R tpch arrow, parquet, memory_map=False, TPCH-10, scale_factor=1, R 0.533 s -0.950
2022-11-10 21:09 R tpch arrow, parquet, memory_map=False, TPCH-10, scale_factor=10, R 3.309 s -0.557
2022-11-10 21:13 R tpch arrow, native, memory_map=False, TPCH-13, scale_factor=0.1, R 0.218 s 0.808
2022-11-10 21:08 R tpch arrow, parquet, memory_map=False, TPCH-10, scale_factor=0.01, R 0.211 s -0.826
2022-11-10 21:09 R tpch arrow, native, memory_map=False, TPCH-10, scale_factor=10, R 1.156 s -1.874
2022-11-10 21:08 R tpch arrow, native, memory_map=False, TPCH-10, scale_factor=1, R 0.273 s 0.196
2022-11-10 21:10 R tpch arrow, parquet, memory_map=False, TPCH-12, scale_factor=0.01, R 0.180 s -0.656
2022-11-10 21:12 R tpch arrow, parquet, memory_map=False, TPCH-13, scale_factor=0.01, R 0.159 s -0.166
2022-11-10 21:14 R tpch arrow, parquet, memory_map=False, TPCH-14, scale_factor=0.1, R 0.254 s -0.074
2022-11-10 21:14 R tpch arrow, native, memory_map=False, TPCH-14, scale_factor=1, R 0.350 s -0.342
2022-11-10 21:13 R tpch arrow, parquet, memory_map=False, TPCH-13, scale_factor=1, R 0.863 s 0.922
2022-11-10 21:15 R tpch arrow, native, memory_map=False, TPCH-14, scale_factor=10, R 2.176 s -1.442
2022-11-10 21:16 R tpch arrow, parquet, memory_map=False, TPCH-14, scale_factor=10, R 7.561 s -1.607
2022-11-10 21:16 R tpch arrow, native, memory_map=False, TPCH-15, scale_factor=0.1, R 0.147 s 0.062
2022-11-10 21:16 R tpch arrow, native, memory_map=False, TPCH-15, scale_factor=1, R 0.205 s 0.922
2022-11-10 21:16 R tpch arrow, native, memory_map=False, TPCH-15, scale_factor=0.01, R 0.141 s 0.989
2022-11-10 21:16 R tpch arrow, parquet, memory_map=False, TPCH-15, scale_factor=0.01, R 0.174 s 0.140
2022-11-10 21:16 R tpch arrow, parquet, memory_map=False, TPCH-15, scale_factor=0.1, R 0.203 s -1.123
2022-11-10 21:19 R tpch arrow, parquet, memory_map=False, TPCH-17, scale_factor=0.1, R 0.278 s -0.619
2022-11-10 21:16 R tpch arrow, parquet, memory_map=False, TPCH-15, scale_factor=1, R 0.468 s 0.301
2022-11-10 21:17 R tpch arrow, parquet, memory_map=False, TPCH-15, scale_factor=10, R 3.046 s -0.257
2022-11-10 21:17 R tpch arrow, native, memory_map=False, TPCH-15, scale_factor=10, R 0.853 s 0.674
2022-11-10 21:18 R tpch arrow, native, memory_map=False, TPCH-17, scale_factor=0.01, R 0.149 s -0.530
2022-11-10 21:18 R tpch arrow, parquet, memory_map=False, TPCH-16, scale_factor=1, R 0.446 s 0.989
2022-11-10 21:18 R tpch arrow, native, memory_map=False, TPCH-16, scale_factor=0.1, R 0.152 s -0.023
2022-11-10 21:17 R tpch arrow, native, memory_map=False, TPCH-16, scale_factor=0.01, R 0.134 s -0.167
2022-11-10 21:18 R tpch arrow, parquet, memory_map=False, TPCH-16, scale_factor=10, R 3.094 s 0.101
2022-11-10 21:17 R tpch arrow, parquet, memory_map=False, TPCH-16, scale_factor=0.01, R 0.167 s -0.401
2022-11-10 21:18 R tpch arrow, parquet, memory_map=False, TPCH-16, scale_factor=0.1, R 0.204 s 0.108
2022-11-10 21:18 R tpch arrow, native, memory_map=False, TPCH-16, scale_factor=1, R 0.239 s 0.454
2022-11-10 21:18 R tpch arrow, native, memory_map=False, TPCH-16, scale_factor=10, R 1.151 s 0.472
2022-11-10 21:19 R tpch arrow, parquet, memory_map=False, TPCH-17, scale_factor=0.01, R 0.193 s -1.090
2022-11-10 21:20 R tpch arrow, native, memory_map=False, TPCH-18, scale_factor=0.01, R 0.134 s 0.566
2022-11-10 21:19 R tpch arrow, native, memory_map=False, TPCH-17, scale_factor=0.1, R 0.152 s -0.548
2022-11-10 21:19 R tpch arrow, native, memory_map=False, TPCH-17, scale_factor=1, R 0.215 s 0.199
2022-11-10 21:19 R tpch arrow, parquet, memory_map=False, TPCH-17, scale_factor=1, R 1.218 s 0.098
2022-11-10 21:20 R tpch arrow, native, memory_map=False, TPCH-17, scale_factor=10, R 0.852 s -0.617
2022-11-10 21:20 R tpch arrow, parquet, memory_map=False, TPCH-17, scale_factor=10, R 9.878 s -1.451
2022-11-10 21:21 R tpch arrow, native, memory_map=False, TPCH-18, scale_factor=0.1, R 0.146 s 0.543
2022-11-10 21:21 R tpch arrow, parquet, memory_map=False, TPCH-18, scale_factor=0.1, R 0.193 s 0.142
2022-11-10 21:21 R tpch arrow, native, memory_map=False, TPCH-18, scale_factor=1, R 0.327 s 0.886
2022-11-10 21:21 R tpch arrow, parquet, memory_map=False, TPCH-18, scale_factor=0.01, R 0.171 s -0.445
2022-11-10 21:22 R tpch arrow, native, memory_map=False, TPCH-18, scale_factor=10, R 2.988 s 0.796
2022-11-10 21:26 R tpch arrow, native, memory_map=False, TPCH-20, scale_factor=10, R 0.786 s -0.957
2022-11-10 21:21 R tpch arrow, parquet, memory_map=False, TPCH-18, scale_factor=1, R 0.521 s 0.439
2022-11-10 21:25 R tpch arrow, native, memory_map=False, TPCH-20, scale_factor=1, R 0.232 s 0.472
2022-11-10 21:23 R tpch arrow, native, memory_map=False, TPCH-19, scale_factor=1, R 0.967 s -1.244
2022-11-10 21:25 R tpch arrow, parquet, memory_map=False, TPCH-19, scale_factor=10, R 14.783 s 0.213
2022-11-10 21:27 R tpch arrow, parquet, memory_map=False, TPCH-21, scale_factor=0.1, R 0.577 s 0.082
2022-11-10 21:22 R tpch arrow, parquet, memory_map=False, TPCH-18, scale_factor=10, R 4.578 s -0.891
2022-11-10 21:26 R tpch arrow, parquet, memory_map=False, TPCH-20, scale_factor=1, R 1.103 s -0.813
2022-11-10 21:23 R tpch arrow, parquet, memory_map=False, TPCH-19, scale_factor=1, R 1.576 s -0.211
2022-11-10 21:25 R tpch arrow, native, memory_map=False, TPCH-20, scale_factor=0.01, R 0.178 s -0.458
2022-11-10 21:25 R tpch arrow, parquet, memory_map=False, TPCH-20, scale_factor=0.01, R 0.225 s -0.233
2022-11-10 21:22 R tpch arrow, native, memory_map=False, TPCH-19, scale_factor=0.1, R 0.251 s -0.480
2022-11-10 21:25 R tpch arrow, native, memory_map=False, TPCH-20, scale_factor=0.1, R 0.179 s 0.164
2022-11-10 21:23 R tpch arrow, parquet, memory_map=False, TPCH-19, scale_factor=0.1, R 0.331 s -0.977
2022-11-10 21:22 R tpch arrow, native, memory_map=False, TPCH-19, scale_factor=0.01, R 0.183 s -0.667
2022-11-10 21:24 R tpch arrow, native, memory_map=False, TPCH-19, scale_factor=10, R 10.156 s 0.225
2022-11-10 21:27 R tpch arrow, native, memory_map=False, TPCH-21, scale_factor=0.01, R 0.261 s 0.472
2022-11-10 21:27 R tpch arrow, native, memory_map=False, TPCH-21, scale_factor=1, R 2.587 s 0.573
2022-11-10 21:22 R tpch arrow, parquet, memory_map=False, TPCH-19, scale_factor=0.01, R 0.223 s -0.477
2022-11-10 21:29 R tpch arrow, native, memory_map=False, TPCH-22, scale_factor=1, R 0.154 s -0.088
2022-11-10 21:25 R tpch arrow, parquet, memory_map=False, TPCH-20, scale_factor=0.1, R 0.295 s 0.311
2022-11-10 21:27 R tpch arrow, parquet, memory_map=False, TPCH-20, scale_factor=10, R 8.217 s -1.721
2022-11-10 21:27 R tpch arrow, native, memory_map=False, TPCH-21, scale_factor=0.1, R 0.472 s 0.031
2022-11-10 21:27 R tpch arrow, parquet, memory_map=False, TPCH-21, scale_factor=0.01, R 0.314 s -0.907
2022-11-10 21:29 R tpch arrow, native, memory_map=False, TPCH-22, scale_factor=0.1, R 0.135 s 0.906
2022-11-10 21:28 R tpch arrow, parquet, memory_map=False, TPCH-21, scale_factor=1, R 3.155 s 0.797
2022-11-10 21:29 R tpch arrow, parquet, memory_map=False, TPCH-22, scale_factor=0.1, R 0.189 s -0.957
2022-11-10 21:29 R tpch arrow, parquet, memory_map=False, TPCH-22, scale_factor=0.01, R 0.168 s -0.696
2022-11-10 21:29 R tpch arrow, native, memory_map=False, TPCH-22, scale_factor=0.01, R 0.131 s 1.091
2022-11-10 21:29 R tpch arrow, native, memory_map=False, TPCH-22, scale_factor=10, R 0.321 s -0.402
2022-11-10 21:29 R tpch arrow, parquet, memory_map=False, TPCH-22, scale_factor=1, R 0.380 s -0.019
2022-11-10 21:30 R tpch arrow, parquet, memory_map=False, TPCH-22, scale_factor=10, R 2.380 s -0.470