Top Outliers
Benchmarks
Date Lang Batch Benchmark Mean Z-Score Error
2023-01-18 15:30:49 UTC R tpch arrow, parquet, memory_map=False, TPCH-01, scale_factor=0.01, R 0.174 s -0.034
2023-01-18 15:31:12 UTC R tpch arrow, native, memory_map=False, TPCH-01, scale_factor=1, R 0.312 s 0.822
2023-01-18 15:32:12 UTC R tpch arrow, parquet, memory_map=False, TPCH-01, scale_factor=10, R 3.575 s -0.183
2023-01-18 15:32:25 UTC R tpch arrow, parquet, memory_map=False, TPCH-02, scale_factor=0.01, R 0.233 s 0.627
2023-01-18 15:33:05 UTC R tpch arrow, native, memory_map=False, TPCH-02, scale_factor=10, R 0.813 s -1.625
2023-01-18 15:33:28 UTC R tpch arrow, parquet, memory_map=False, TPCH-03, scale_factor=0.01, R 0.193 s 0.138
2023-01-18 15:33:52 UTC R tpch arrow, native, memory_map=False, TPCH-03, scale_factor=1, R 0.265 s -0.690
2023-01-18 15:32:46 UTC R tpch arrow, native, memory_map=False, TPCH-02, scale_factor=1, R 0.257 s -0.862
2023-01-18 15:35:14 UTC R tpch arrow, native, memory_map=False, TPCH-04, scale_factor=0.1, R 0.147 s 0.432
2023-01-18 15:37:47 UTC R tpch arrow, native, memory_map=False, TPCH-05, scale_factor=10, R 0.815 s 0.129
2023-01-18 15:31:02 UTC R tpch arrow, parquet, memory_map=False, TPCH-01, scale_factor=0.1, R 0.207 s -1.041
2023-01-18 15:32:32 UTC R tpch arrow, native, memory_map=False, TPCH-02, scale_factor=0.1, R 0.203 s -1.535
2023-01-18 15:33:15 UTC R tpch arrow, parquet, memory_map=False, TPCH-02, scale_factor=10, R 1.168 s -1.149
2023-01-18 15:36:31 UTC R tpch arrow, native, memory_map=False, TPCH-05, scale_factor=0.01, R 0.182 s 0.044
2023-01-18 15:36:38 UTC R tpch arrow, parquet, memory_map=False, TPCH-05, scale_factor=0.01, R 0.225 s -2.621
2023-01-18 15:31:54 UTC R tpch arrow, native, memory_map=False, TPCH-01, scale_factor=10, R 1.878 s 0.980
2023-01-18 15:32:18 UTC R tpch arrow, native, memory_map=False, TPCH-02, scale_factor=0.01, R 0.195 s -0.089
2023-01-18 15:33:22 UTC R tpch arrow, native, memory_map=False, TPCH-03, scale_factor=0.01, R 0.161 s 1.116
2023-01-18 15:36:15 UTC R tpch arrow, native, memory_map=False, TPCH-04, scale_factor=10, R 1.239 s -0.877
2023-01-18 15:30:42 UTC R tpch arrow, native, memory_map=False, TPCH-01, scale_factor=0.01, R 0.144 s -0.699
2023-01-18 15:31:20 UTC R tpch arrow, parquet, memory_map=False, TPCH-01, scale_factor=1, R 0.555 s -1.771
2023-01-18 15:32:39 UTC R tpch arrow, parquet, memory_map=False, TPCH-02, scale_factor=0.1, R 0.247 s -1.916
2023-01-18 15:30:56 UTC R tpch arrow, native, memory_map=False, TPCH-01, scale_factor=0.1, R 0.157 s 0.037
2023-01-18 15:36:24 UTC R tpch arrow, parquet, memory_map=False, TPCH-04, scale_factor=10, R 1.084 s -0.951
2023-01-18 15:36:51 UTC R tpch arrow, parquet, memory_map=False, TPCH-05, scale_factor=0.1, R 0.252 s 0.926
2023-01-18 15:39:51 UTC R tpch arrow, native, memory_map=False, TPCH-07, scale_factor=0.1, R 0.206 s -0.644
2023-01-18 15:39:58 UTC R tpch arrow, parquet, memory_map=False, TPCH-07, scale_factor=0.1, R 0.271 s -2.129
2023-01-18 15:41:23 UTC R tpch arrow, parquet, memory_map=False, TPCH-08, scale_factor=0.01, R 0.282 s -1.322
2023-01-18 15:33:42 UTC R tpch arrow, parquet, memory_map=False, TPCH-03, scale_factor=0.1, R 0.222 s -1.340
2023-01-18 15:34:54 UTC R tpch arrow, parquet, memory_map=False, TPCH-03, scale_factor=10, R 3.069 s -0.618
2023-01-18 15:35:07 UTC R tpch arrow, parquet, memory_map=False, TPCH-04, scale_factor=0.01, R 0.167 s -1.191
2023-01-18 15:38:16 UTC R tpch arrow, parquet, memory_map=False, TPCH-06, scale_factor=0.01, R 0.143 s -0.587
2023-01-18 15:39:16 UTC R tpch arrow, native, memory_map=False, TPCH-06, scale_factor=10, R 0.473 s -0.991
2023-01-18 15:40:07 UTC R tpch arrow, native, memory_map=False, TPCH-07, scale_factor=1, R 0.281 s -1.379
2023-01-18 15:45:16 UTC R tpch arrow, native, memory_map=False, TPCH-10, scale_factor=1, R 0.265 s -1.715
2023-01-18 15:46:02 UTC R tpch arrow, native, memory_map=False, TPCH-10, scale_factor=10, R 1.028 s -0.459
2023-01-18 15:46:38 UTC R tpch arrow, native, memory_map=False, TPCH-11, scale_factor=0.1, R 0.164 s -0.254
2023-01-18 15:46:52 UTC R tpch arrow, native, memory_map=False, TPCH-11, scale_factor=1, R 0.267 s -0.545
2023-01-18 15:32:53 UTC R tpch arrow, parquet, memory_map=False, TPCH-02, scale_factor=1, R 0.328 s -1.260
2023-01-18 15:33:35 UTC R tpch arrow, native, memory_map=False, TPCH-03, scale_factor=0.1, R 0.168 s 0.311
2023-01-18 15:36:45 UTC R tpch arrow, native, memory_map=False, TPCH-05, scale_factor=0.1, R 0.188 s -1.328
2023-01-18 15:41:09 UTC R tpch arrow, parquet, memory_map=False, TPCH-07, scale_factor=10, R 3.226 s -2.260
2023-01-18 15:41:37 UTC R tpch arrow, parquet, memory_map=False, TPCH-08, scale_factor=0.1, R 0.312 s -2.025
2023-01-18 15:43:04 UTC R tpch arrow, parquet, memory_map=False, TPCH-09, scale_factor=0.01, R 0.230 s 0.490
2023-01-18 15:34:38 UTC R tpch arrow, native, memory_map=False, TPCH-03, scale_factor=10, R 1.234 s -0.852
2023-01-18 15:37:02 UTC R tpch arrow, native, memory_map=False, TPCH-05, scale_factor=1, R 0.242 s 0.565
2023-01-18 15:38:03 UTC R tpch arrow, parquet, memory_map=False, TPCH-05, scale_factor=10, R 3.179 s -1.508
2023-01-18 15:38:29 UTC R tpch arrow, parquet, memory_map=False, TPCH-06, scale_factor=0.1, R 0.168 s -1.430
2023-01-18 15:41:31 UTC R tpch arrow, native, memory_map=False, TPCH-08, scale_factor=0.1, R 0.238 s -0.114
2023-01-18 15:41:47 UTC R tpch arrow, native, memory_map=False, TPCH-08, scale_factor=1, R 0.272 s -0.740
2023-01-18 15:42:33 UTC R tpch arrow, native, memory_map=False, TPCH-08, scale_factor=10, R 0.654 s 0.488
2023-01-18 15:43:11 UTC R tpch arrow, native, memory_map=False, TPCH-09, scale_factor=0.1, R 0.205 s 0.297
2023-01-18 15:44:39 UTC R tpch arrow, parquet, memory_map=False, TPCH-09, scale_factor=10, R 4.050 s -0.003
2023-01-18 15:33:59 UTC R tpch arrow, parquet, memory_map=False, TPCH-03, scale_factor=1, R 0.481 s -0.207
2023-01-18 15:35:01 UTC R tpch arrow, native, memory_map=False, TPCH-04, scale_factor=0.01, R 0.141 s -0.059
2023-01-18 15:35:30 UTC R tpch arrow, native, memory_map=False, TPCH-04, scale_factor=1, R 0.251 s -1.925
2023-01-18 15:35:37 UTC R tpch arrow, parquet, memory_map=False, TPCH-04, scale_factor=1, R 0.271 s 0.738
2023-01-18 15:42:57 UTC R tpch arrow, native, memory_map=False, TPCH-09, scale_factor=0.01, R 0.189 s 0.054
2023-01-18 15:43:28 UTC R tpch arrow, native, memory_map=False, TPCH-09, scale_factor=1, R 0.303 s -1.466
2023-01-18 15:47:44 UTC R tpch arrow, parquet, memory_map=False, TPCH-12, scale_factor=0.01, R 0.185 s -2.036
2023-01-18 15:47:58 UTC R tpch arrow, parquet, memory_map=False, TPCH-12, scale_factor=0.1, R 0.286 s -2.039
2023-01-18 15:35:20 UTC R tpch arrow, parquet, memory_map=False, TPCH-04, scale_factor=0.1, R 0.176 s -0.571
2023-01-18 15:37:10 UTC R tpch arrow, parquet, memory_map=False, TPCH-05, scale_factor=1, R 0.521 s -0.399
2023-01-18 15:41:55 UTC R tpch arrow, parquet, memory_map=False, TPCH-08, scale_factor=1, R 0.584 s -1.263
2023-01-18 15:45:24 UTC R tpch arrow, parquet, memory_map=False, TPCH-10, scale_factor=1, R 0.530 s 1.066
2023-01-18 15:47:51 UTC R tpch arrow, native, memory_map=False, TPCH-12, scale_factor=0.1, R 0.206 s -1.826
2023-01-18 15:38:45 UTC R tpch arrow, parquet, memory_map=False, TPCH-06, scale_factor=1, R 0.394 s 0.043
2023-01-18 15:39:30 UTC R tpch arrow, parquet, memory_map=False, TPCH-06, scale_factor=10, R 2.528 s -0.488
2023-01-18 15:45:06 UTC R tpch arrow, parquet, memory_map=False, TPCH-10, scale_factor=0.1, R 0.245 s -0.756
2023-01-18 15:46:45 UTC R tpch arrow, parquet, memory_map=False, TPCH-11, scale_factor=0.1, R 0.226 s -1.156
2023-01-18 15:49:39 UTC R tpch arrow, parquet, memory_map=False, TPCH-12, scale_factor=10, R 9.364 s -1.279
2023-01-18 15:51:45 UTC R tpch arrow, parquet, memory_map=False, TPCH-14, scale_factor=0.1, R 0.263 s 0.270
2023-01-18 15:53:54 UTC R tpch arrow, parquet, memory_map=False, TPCH-15, scale_factor=1, R 0.485 s -1.132
2023-01-18 15:38:38 UTC R tpch arrow, native, memory_map=False, TPCH-06, scale_factor=1, R 0.149 s -1.312
2023-01-18 15:39:37 UTC R tpch arrow, native, memory_map=False, TPCH-07, scale_factor=0.01, R 0.203 s -1.189
2023-01-18 15:39:44 UTC R tpch arrow, parquet, memory_map=False, TPCH-07, scale_factor=0.01, R 0.240 s -0.652
2023-01-18 15:40:53 UTC R tpch arrow, native, memory_map=False, TPCH-07, scale_factor=10, R 0.964 s -1.380
2023-01-18 15:41:17 UTC R tpch arrow, native, memory_map=False, TPCH-08, scale_factor=0.01, R 0.233 s -0.554
2023-01-18 15:44:59 UTC R tpch arrow, native, memory_map=False, TPCH-10, scale_factor=0.1, R 0.186 s -0.001
2023-01-18 15:49:46 UTC R tpch arrow, native, memory_map=False, TPCH-13, scale_factor=0.01, R 0.129 s -0.462
2023-01-18 15:50:50 UTC R tpch arrow, native, memory_map=False, TPCH-13, scale_factor=10, R 5.117 s -1.637
2023-01-18 15:53:18 UTC R tpch arrow, native, memory_map=False, TPCH-15, scale_factor=0.01, R 0.148 s -0.212
2023-01-18 15:53:31 UTC R tpch arrow, native, memory_map=False, TPCH-15, scale_factor=0.1, R 0.154 s -0.987
2023-01-18 15:38:23 UTC R tpch arrow, native, memory_map=False, TPCH-06, scale_factor=0.1, R 0.118 s -1.865
2023-01-18 15:49:04 UTC R tpch arrow, native, memory_map=False, TPCH-12, scale_factor=10, R 3.445 s -1.710
2023-01-18 15:49:59 UTC R tpch arrow, native, memory_map=False, TPCH-13, scale_factor=0.1, R 0.228 s -1.870
2023-01-18 15:50:14 UTC R tpch arrow, native, memory_map=False, TPCH-13, scale_factor=1, R 0.644 s -1.063
2023-01-18 15:51:18 UTC R tpch arrow, parquet, memory_map=False, TPCH-13, scale_factor=10, R 7.262 s -0.167
2023-01-18 15:38:10 UTC R tpch arrow, native, memory_map=False, TPCH-06, scale_factor=0.01, R 0.115 s -1.041
2023-01-18 15:40:15 UTC R tpch arrow, parquet, memory_map=False, TPCH-07, scale_factor=1, R 0.547 s -1.972
2023-01-18 15:42:50 UTC R tpch arrow, parquet, memory_map=False, TPCH-08, scale_factor=10, R 3.403 s -0.971
2023-01-18 15:43:36 UTC R tpch arrow, parquet, memory_map=False, TPCH-09, scale_factor=1, R 0.620 s -0.365
2023-01-18 15:44:20 UTC R tpch arrow, native, memory_map=False, TPCH-09, scale_factor=10, R 1.146 s -1.272
2023-01-18 15:44:46 UTC R tpch arrow, native, memory_map=False, TPCH-10, scale_factor=0.01, R 0.178 s 0.095
2023-01-18 15:46:18 UTC R tpch arrow, parquet, memory_map=False, TPCH-10, scale_factor=10, R 3.310 s -0.006
2023-01-18 15:46:32 UTC R tpch arrow, parquet, memory_map=False, TPCH-11, scale_factor=0.01, R 0.186 s 0.421
2023-01-18 15:43:18 UTC R tpch arrow, parquet, memory_map=False, TPCH-09, scale_factor=0.1, R 0.271 s 0.059
2023-01-18 15:47:14 UTC R tpch arrow, native, memory_map=False, TPCH-11, scale_factor=10, R 1.463 s 0.298
2023-01-18 15:49:52 UTC R tpch arrow, parquet, memory_map=False, TPCH-13, scale_factor=0.01, R 0.171 s -1.132
2023-01-18 15:50:23 UTC R tpch arrow, parquet, memory_map=False, TPCH-13, scale_factor=1, R 0.896 s -0.660
2023-01-18 15:51:25 UTC R tpch arrow, native, memory_map=False, TPCH-14, scale_factor=0.01, R 0.156 s -1.683
2023-01-18 15:52:04 UTC R tpch arrow, parquet, memory_map=False, TPCH-14, scale_factor=1, R 1.004 s -1.207
2023-01-18 15:55:08 UTC R tpch arrow, parquet, memory_map=False, TPCH-16, scale_factor=0.1, R 0.210 s -2.361
2023-01-18 15:57:55 UTC R tpch arrow, native, memory_map=False, TPCH-18, scale_factor=0.01, R 0.137 s 0.104
2023-01-18 15:47:00 UTC R tpch arrow, parquet, memory_map=False, TPCH-11, scale_factor=1, R 0.522 s -0.587
2023-01-18 15:47:38 UTC R tpch arrow, native, memory_map=False, TPCH-12, scale_factor=0.01, R 0.146 s -0.207
2023-01-18 15:50:06 UTC R tpch arrow, parquet, memory_map=False, TPCH-13, scale_factor=0.1, R 0.300 s -1.003
2023-01-18 15:51:38 UTC R tpch arrow, native, memory_map=False, TPCH-14, scale_factor=0.1, R 0.181 s -1.486
2023-01-18 15:53:25 UTC R tpch arrow, parquet, memory_map=False, TPCH-15, scale_factor=0.01, R 0.181 s -0.037
2023-01-18 15:58:08 UTC R tpch arrow, native, memory_map=False, TPCH-18, scale_factor=0.1, R 0.151 s -0.857
2023-01-18 15:59:17 UTC R tpch arrow, native, memory_map=False, TPCH-18, scale_factor=10, R 2.997 s -0.613
2023-01-18 15:44:53 UTC R tpch arrow, parquet, memory_map=False, TPCH-10, scale_factor=0.01, R 0.214 s -1.152
2023-01-18 15:46:25 UTC R tpch arrow, native, memory_map=False, TPCH-11, scale_factor=0.01, R 0.149 s -1.000
2023-01-18 15:47:31 UTC R tpch arrow, parquet, memory_map=False, TPCH-11, scale_factor=10, R 3.719 s -0.708
2023-01-18 15:52:41 UTC R tpch arrow, native, memory_map=False, TPCH-14, scale_factor=10, R 2.221 s -1.552
2023-01-18 15:53:47 UTC R tpch arrow, native, memory_map=False, TPCH-15, scale_factor=1, R 0.213 s -0.179
2023-01-18 15:57:12 UTC R tpch arrow, native, memory_map=False, TPCH-17, scale_factor=10, R 0.854 s 0.641
2023-01-18 16:00:04 UTC R tpch arrow, parquet, memory_map=False, TPCH-19, scale_factor=0.1, R 0.337 s -0.334
2023-01-18 15:48:08 UTC R tpch arrow, native, memory_map=False, TPCH-12, scale_factor=1, R 0.485 s -1.486
2023-01-18 15:51:55 UTC R tpch arrow, native, memory_map=False, TPCH-14, scale_factor=1, R 0.367 s -1.716
2023-01-18 15:54:42 UTC R tpch arrow, parquet, memory_map=False, TPCH-15, scale_factor=10, R 3.108 s -1.536
2023-01-18 15:54:55 UTC R tpch arrow, parquet, memory_map=False, TPCH-16, scale_factor=0.01, R 0.169 s 0.741
2023-01-18 15:59:43 UTC R tpch arrow, native, memory_map=False, TPCH-19, scale_factor=0.01, R 0.187 s -0.405
2023-01-18 15:54:26 UTC R tpch arrow, native, memory_map=False, TPCH-15, scale_factor=10, R 0.860 s -0.367
2023-01-18 15:55:02 UTC R tpch arrow, native, memory_map=False, TPCH-16, scale_factor=0.1, R 0.155 s 0.101
2023-01-18 15:56:13 UTC R tpch arrow, native, memory_map=False, TPCH-17, scale_factor=0.1, R 0.156 s -0.093
2023-01-18 15:57:48 UTC R tpch arrow, parquet, memory_map=False, TPCH-17, scale_factor=10, R 9.971 s -1.266
2023-01-18 15:58:02 UTC R tpch arrow, parquet, memory_map=False, TPCH-18, scale_factor=0.01, R 0.172 s 1.368
2023-01-18 16:00:27 UTC R tpch arrow, parquet, memory_map=False, TPCH-19, scale_factor=1, R 1.626 s -2.772
2023-01-18 16:01:29 UTC R tpch arrow, native, memory_map=False, TPCH-19, scale_factor=10, R 10.281 s -1.818
2023-01-18 16:02:21 UTC R tpch arrow, parquet, memory_map=False, TPCH-19, scale_factor=10, R 15.088 s -2.408
2023-01-18 16:02:28 UTC R tpch arrow, native, memory_map=False, TPCH-20, scale_factor=0.01, R 0.180 s 0.124
2023-01-18 15:48:18 UTC R tpch arrow, parquet, memory_map=False, TPCH-12, scale_factor=1, R 1.193 s -0.478
2023-01-18 15:51:32 UTC R tpch arrow, parquet, memory_map=False, TPCH-14, scale_factor=0.01, R 0.195 s -1.951
2023-01-18 15:55:37 UTC R tpch arrow, native, memory_map=False, TPCH-16, scale_factor=10, R 1.148 s 1.333
2023-01-18 15:55:59 UTC R tpch arrow, native, memory_map=False, TPCH-17, scale_factor=0.01, R 0.152 s 0.544
2023-01-18 15:59:50 UTC R tpch arrow, parquet, memory_map=False, TPCH-19, scale_factor=0.01, R 0.231 s -3.002
2023-01-18 16:02:41 UTC R tpch arrow, native, memory_map=False, TPCH-20, scale_factor=0.1, R 0.185 s -1.400
2023-01-18 15:53:38 UTC R tpch arrow, parquet, memory_map=False, TPCH-15, scale_factor=0.1, R 0.208 s 0.259
2023-01-18 15:56:06 UTC R tpch arrow, parquet, memory_map=False, TPCH-17, scale_factor=0.01, R 0.198 s -2.011
2023-01-18 15:56:19 UTC R tpch arrow, parquet, memory_map=False, TPCH-17, scale_factor=0.1, R 0.281 s 0.348
2023-01-18 16:00:16 UTC R tpch arrow, native, memory_map=False, TPCH-19, scale_factor=1, R 0.985 s -2.564
2023-01-18 16:03:08 UTC R tpch arrow, parquet, memory_map=False, TPCH-20, scale_factor=1, R 1.117 s -0.717
2023-01-18 15:53:11 UTC R tpch arrow, parquet, memory_map=False, TPCH-14, scale_factor=10, R 7.708 s -1.638
2023-01-18 15:55:16 UTC R tpch arrow, native, memory_map=False, TPCH-16, scale_factor=1, R 0.241 s -0.414
2023-01-18 15:58:15 UTC R tpch arrow, parquet, memory_map=False, TPCH-18, scale_factor=0.1, R 0.199 s -0.469
2023-01-18 15:59:37 UTC R tpch arrow, parquet, memory_map=False, TPCH-18, scale_factor=10, R 4.389 s 0.347
2023-01-18 15:54:49 UTC R tpch arrow, native, memory_map=False, TPCH-16, scale_factor=0.01, R 0.137 s -0.216
2023-01-18 15:56:29 UTC R tpch arrow, native, memory_map=False, TPCH-17, scale_factor=1, R 0.220 s 0.538
2023-01-18 15:58:32 UTC R tpch arrow, parquet, memory_map=False, TPCH-18, scale_factor=1, R 0.547 s -1.352
2023-01-18 16:02:58 UTC R tpch arrow, native, memory_map=False, TPCH-20, scale_factor=1, R 0.237 s -1.037
2023-01-18 15:55:23 UTC R tpch arrow, parquet, memory_map=False, TPCH-16, scale_factor=1, R 0.456 s -1.588
2023-01-18 15:55:53 UTC R tpch arrow, parquet, memory_map=False, TPCH-16, scale_factor=10, R 3.153 s -1.760
2023-01-18 15:56:39 UTC R tpch arrow, parquet, memory_map=False, TPCH-17, scale_factor=1, R 1.246 s -0.682
2023-01-18 15:58:25 UTC R tpch arrow, native, memory_map=False, TPCH-18, scale_factor=1, R 0.326 s -0.597
2023-01-18 15:59:57 UTC R tpch arrow, native, memory_map=False, TPCH-19, scale_factor=0.1, R 0.261 s -2.848
2023-01-18 16:06:58 UTC R tpch arrow, native, memory_map=False, TPCH-22, scale_factor=10, R 0.324 s -0.477
2023-01-18 16:02:34 UTC R tpch arrow, parquet, memory_map=False, TPCH-20, scale_factor=0.01, R 0.231 s -1.129
2023-01-18 16:06:10 UTC R tpch arrow, native, memory_map=False, TPCH-22, scale_factor=0.01, R 0.137 s -1.371
2023-01-18 16:06:37 UTC R tpch arrow, native, memory_map=False, TPCH-22, scale_factor=1, R 0.158 s 0.068
2023-01-18 16:04:26 UTC R tpch arrow, native, memory_map=False, TPCH-21, scale_factor=0.01, R 0.277 s -0.815
2023-01-18 16:04:41 UTC R tpch arrow, native, memory_map=False, TPCH-21, scale_factor=0.1, R 0.496 s 0.426
2023-01-18 16:05:07 UTC R tpch arrow, native, memory_map=False, TPCH-21, scale_factor=1, R 2.586 s -0.660
2023-01-18 16:04:33 UTC R tpch arrow, parquet, memory_map=False, TPCH-21, scale_factor=0.01, R 0.322 s -0.303
2023-01-18 16:06:45 UTC R tpch arrow, parquet, memory_map=False, TPCH-22, scale_factor=1, R 0.386 s 1.085
2023-01-18 16:07:12 UTC R tpch arrow, parquet, memory_map=False, TPCH-22, scale_factor=10, R 2.407 s -0.446
2023-01-18 16:02:48 UTC R tpch arrow, parquet, memory_map=False, TPCH-20, scale_factor=0.1, R 0.303 s -1.464
2023-01-18 16:03:47 UTC R tpch arrow, native, memory_map=False, TPCH-20, scale_factor=10, R 0.837 s -13.205
2023-01-18 16:04:49 UTC R tpch arrow, parquet, memory_map=False, TPCH-21, scale_factor=0.1, R 0.591 s 1.353
2023-01-18 16:05:23 UTC R tpch arrow, parquet, memory_map=False, TPCH-21, scale_factor=1, R 3.203 s -1.137
2023-01-18 16:06:17 UTC R tpch arrow, parquet, memory_map=False, TPCH-22, scale_factor=0.01, R 0.171 s -1.574
2023-01-18 16:06:23 UTC R tpch arrow, native, memory_map=False, TPCH-22, scale_factor=0.1, R 0.140 s -0.554
2023-01-18 16:04:18 UTC R tpch arrow, parquet, memory_map=False, TPCH-20, scale_factor=10, R 8.268 s -0.112
2023-01-18 16:06:30 UTC R tpch arrow, parquet, memory_map=False, TPCH-22, scale_factor=0.1, R 0.192 s 0.070