Benchmarks
Date Lang Batch Benchmark Mean Z-Score Error
2022-11-23 21:39 R tpch arrow, parquet, memory_map=False, TPCH-01, scale_factor=0.01, R 0.170 s 0.025
2022-11-23 21:41 R tpch arrow, native, memory_map=False, TPCH-02, scale_factor=1, R 0.252 s 0.945
2022-11-23 21:39 R tpch arrow, parquet, memory_map=False, TPCH-01, scale_factor=0.1, R 0.202 s 0.106
2022-11-23 21:46 R tpch arrow, native, memory_map=False, TPCH-06, scale_factor=0.1, R 0.114 s -1.109
2022-11-23 21:40 R tpch arrow, native, memory_map=False, TPCH-02, scale_factor=0.01, R 0.190 s 0.208
2022-11-23 21:40 R tpch arrow, native, memory_map=False, TPCH-02, scale_factor=0.1, R 0.197 s 0.858
2022-11-23 21:43 R tpch arrow, native, memory_map=False, TPCH-04, scale_factor=1, R 0.245 s 0.390
2022-11-23 21:44 R tpch arrow, native, memory_map=False, TPCH-04, scale_factor=10, R 1.243 s -0.984
2022-11-23 21:48 R tpch arrow, native, memory_map=False, TPCH-07, scale_factor=1, R 0.275 s -0.807
2022-11-23 21:52 R tpch arrow, parquet, memory_map=False, TPCH-09, scale_factor=10, R 3.975 s 0.009
2022-11-23 21:53 R tpch arrow, native, memory_map=False, TPCH-10, scale_factor=0.1, R 0.180 s 1.083
2022-11-23 21:53 R tpch arrow, native, memory_map=False, TPCH-10, scale_factor=1, R 0.275 s -2.108
2022-11-23 21:41 R tpch arrow, parquet, memory_map=False, TPCH-02, scale_factor=10, R 1.167 s 0.198
2022-11-23 21:40 R tpch arrow, parquet, memory_map=False, TPCH-02, scale_factor=0.1, R 0.242 s -0.496
2022-11-23 21:43 R tpch arrow, parquet, memory_map=False, TPCH-04, scale_factor=0.01, R 0.163 s -0.638
2022-11-23 21:43 R tpch arrow, parquet, memory_map=False, TPCH-04, scale_factor=1, R 0.266 s 0.767
2022-11-23 21:44 R tpch arrow, parquet, memory_map=False, TPCH-04, scale_factor=10, R 1.069 s -0.004
2022-11-23 21:44 R tpch arrow, native, memory_map=False, TPCH-05, scale_factor=0.01, R 0.176 s 0.888
2022-11-23 21:49 R tpch arrow, native, memory_map=False, TPCH-07, scale_factor=10, R 0.957 s -1.110
2022-11-23 21:46 R tpch arrow, parquet, memory_map=False, TPCH-05, scale_factor=10, R 3.127 s -0.426
2022-11-23 21:47 R tpch arrow, parquet, memory_map=False, TPCH-06, scale_factor=10, R 2.516 s -0.162
2022-11-23 21:49 R tpch arrow, parquet, memory_map=False, TPCH-08, scale_factor=0.01, R 0.274 s -0.193
2022-11-23 21:39 R tpch arrow, parquet, memory_map=False, TPCH-01, scale_factor=1, R 0.541 s 0.103
2022-11-23 21:40 R tpch arrow, parquet, memory_map=False, TPCH-01, scale_factor=10, R 3.539 s -0.162
2022-11-23 21:41 R tpch arrow, native, memory_map=False, TPCH-03, scale_factor=0.1, R 0.166 s -1.080
2022-11-23 21:42 R tpch arrow, native, memory_map=False, TPCH-03, scale_factor=1, R 0.272 s 0.485
2022-11-23 21:43 R tpch arrow, parquet, memory_map=False, TPCH-04, scale_factor=0.1, R 0.171 s -0.225
2022-11-23 21:45 R tpch arrow, native, memory_map=False, TPCH-05, scale_factor=1, R 0.236 s 0.619
2022-11-23 21:47 R tpch arrow, parquet, memory_map=False, TPCH-07, scale_factor=0.01, R 0.234 s 1.013
2022-11-23 21:48 R tpch arrow, parquet, memory_map=False, TPCH-07, scale_factor=0.1, R 0.263 s 0.106
2022-11-23 21:39 R tpch arrow, native, memory_map=False, TPCH-01, scale_factor=0.1, R 0.153 s 0.080
2022-11-23 21:39 R tpch arrow, native, memory_map=False, TPCH-01, scale_factor=0.01, R 0.142 s -0.965
2022-11-23 21:39 R tpch arrow, native, memory_map=False, TPCH-01, scale_factor=1, R 0.316 s -0.035
2022-11-23 21:40 R tpch arrow, native, memory_map=False, TPCH-01, scale_factor=10, R 1.910 s -1.046
2022-11-23 21:40 R tpch arrow, parquet, memory_map=False, TPCH-02, scale_factor=0.01, R 0.230 s 0.036
2022-11-23 21:41 R tpch arrow, native, memory_map=False, TPCH-02, scale_factor=10, R 0.837 s -1.072
2022-11-23 21:42 R tpch arrow, parquet, memory_map=False, TPCH-03, scale_factor=1, R 0.472 s 0.228
2022-11-23 21:44 R tpch arrow, parquet, memory_map=False, TPCH-05, scale_factor=0.01, R 0.219 s 0.066
2022-11-23 21:44 R tpch arrow, native, memory_map=False, TPCH-05, scale_factor=0.1, R 0.182 s -0.794
2022-11-23 21:45 R tpch arrow, parquet, memory_map=False, TPCH-05, scale_factor=1, R 0.510 s 0.268
2022-11-23 21:46 R tpch arrow, native, memory_map=False, TPCH-05, scale_factor=10, R 0.822 s -1.444
2022-11-23 21:47 R tpch arrow, native, memory_map=False, TPCH-07, scale_factor=0.01, R 0.195 s 0.715
2022-11-23 21:41 R tpch arrow, parquet, memory_map=False, TPCH-02, scale_factor=1, R 0.322 s -0.194
2022-11-23 21:41 R tpch arrow, native, memory_map=False, TPCH-03, scale_factor=0.01, R 0.158 s -0.243
2022-11-23 21:49 R tpch arrow, native, memory_map=False, TPCH-08, scale_factor=0.01, R 0.225 s -0.516
2022-11-23 21:41 R tpch arrow, parquet, memory_map=False, TPCH-03, scale_factor=0.01, R 0.190 s -0.481
2022-11-23 21:43 R tpch arrow, parquet, memory_map=False, TPCH-03, scale_factor=10, R 3.053 s 0.275
2022-11-23 21:43 R tpch arrow, native, memory_map=False, TPCH-04, scale_factor=0.01, R 0.136 s -0.126
2022-11-23 21:43 R tpch arrow, native, memory_map=False, TPCH-04, scale_factor=0.1, R 0.142 s 0.529
2022-11-23 21:45 R tpch arrow, parquet, memory_map=False, TPCH-05, scale_factor=0.1, R 0.250 s -1.109
2022-11-23 21:46 R tpch arrow, native, memory_map=False, TPCH-06, scale_factor=0.01, R 0.112 s -0.915
2022-11-23 21:50 R tpch arrow, parquet, memory_map=False, TPCH-08, scale_factor=1, R 0.566 s 0.697
2022-11-23 21:51 R tpch arrow, native, memory_map=False, TPCH-09, scale_factor=1, R 0.295 s -0.036
2022-11-23 21:41 R tpch arrow, parquet, memory_map=False, TPCH-03, scale_factor=0.1, R 0.218 s -0.135
2022-11-23 21:42 R tpch arrow, native, memory_map=False, TPCH-03, scale_factor=10, R 1.383 s -1.070
2022-11-23 21:48 R tpch arrow, native, memory_map=False, TPCH-07, scale_factor=0.1, R 0.200 s -0.644
2022-11-23 21:48 R tpch arrow, parquet, memory_map=False, TPCH-07, scale_factor=1, R 0.533 s 0.107
2022-11-23 21:49 R tpch arrow, parquet, memory_map=False, TPCH-08, scale_factor=0.1, R 0.303 s 0.038
2022-11-23 21:50 R tpch arrow, native, memory_map=False, TPCH-08, scale_factor=10, R 0.654 s -0.448
2022-11-23 21:51 R tpch arrow, parquet, memory_map=False, TPCH-09, scale_factor=0.01, R 0.226 s 0.073
2022-11-23 21:51 R tpch arrow, parquet, memory_map=False, TPCH-09, scale_factor=1, R 0.610 s -0.379
2022-11-23 21:52 R tpch arrow, native, memory_map=False, TPCH-09, scale_factor=10, R 1.137 s -2.339
2022-11-23 21:53 R tpch arrow, parquet, memory_map=False, TPCH-10, scale_factor=1, R 0.530 s 0.522
2022-11-23 21:46 R tpch arrow, parquet, memory_map=False, TPCH-06, scale_factor=0.01, R 0.141 s 0.445
2022-11-23 21:46 R tpch arrow, parquet, memory_map=False, TPCH-06, scale_factor=0.1, R 0.166 s -0.804
2022-11-23 21:46 R tpch arrow, native, memory_map=False, TPCH-06, scale_factor=1, R 0.146 s 0.043
2022-11-23 21:51 R tpch arrow, native, memory_map=False, TPCH-09, scale_factor=0.1, R 0.199 s 1.002
2022-11-23 21:52 R tpch arrow, native, memory_map=False, TPCH-10, scale_factor=0.01, R 0.175 s -1.952
2022-11-23 21:54 R tpch arrow, parquet, memory_map=False, TPCH-10, scale_factor=10, R 3.283 s 0.692
2022-11-23 21:54 R tpch arrow, native, memory_map=False, TPCH-11, scale_factor=0.01, R 0.143 s -0.130
2022-11-23 21:46 R tpch arrow, parquet, memory_map=False, TPCH-06, scale_factor=1, R 0.391 s 0.141
2022-11-23 21:47 R tpch arrow, native, memory_map=False, TPCH-06, scale_factor=10, R 0.467 s -0.942
2022-11-23 21:53 R tpch arrow, parquet, memory_map=False, TPCH-10, scale_factor=0.01, R 0.210 s 0.151
2022-11-23 21:54 R tpch arrow, native, memory_map=False, TPCH-10, scale_factor=10, R 1.150 s -0.913
2022-11-23 21:57 R tpch arrow, native, memory_map=False, TPCH-12, scale_factor=10, R 3.336 s -1.850
2022-11-23 21:58 R tpch arrow, native, memory_map=False, TPCH-13, scale_factor=1, R 0.631 s -0.233
2022-11-23 21:49 R tpch arrow, parquet, memory_map=False, TPCH-07, scale_factor=10, R 3.126 s 0.109
2022-11-23 21:51 R tpch arrow, parquet, memory_map=False, TPCH-08, scale_factor=10, R 3.337 s 0.396
2022-11-23 21:51 R tpch arrow, native, memory_map=False, TPCH-09, scale_factor=0.01, R 0.185 s -0.182
2022-11-23 21:55 R tpch arrow, native, memory_map=False, TPCH-11, scale_factor=10, R 1.462 s -0.772
2022-11-23 21:55 R tpch arrow, parquet, memory_map=False, TPCH-12, scale_factor=0.01, R 0.180 s 0.014
2022-11-23 22:01 R tpch arrow, native, memory_map=False, TPCH-15, scale_factor=0.1, R 0.147 s -1.152
2022-11-23 21:49 R tpch arrow, native, memory_map=False, TPCH-08, scale_factor=0.1, R 0.228 s 0.145
2022-11-23 21:55 R tpch arrow, native, memory_map=False, TPCH-11, scale_factor=1, R 0.263 s -0.335
2022-11-23 21:56 R tpch arrow, parquet, memory_map=False, TPCH-12, scale_factor=0.1, R 0.269 s 1.811
2022-11-23 21:58 R tpch arrow, native, memory_map=False, TPCH-13, scale_factor=10, R 4.989 s 1.768
2022-11-23 22:01 R tpch arrow, native, memory_map=False, TPCH-15, scale_factor=0.01, R 0.144 s -2.478
2022-11-23 22:01 R tpch arrow, parquet, memory_map=False, TPCH-15, scale_factor=1, R 0.473 s -1.187
2022-11-23 22:06 R tpch arrow, native, memory_map=False, TPCH-18, scale_factor=1, R 0.327 s 0.236
2022-11-23 22:07 R tpch arrow, native, memory_map=False, TPCH-19, scale_factor=0.01, R 0.182 s 0.406
2022-11-23 21:50 R tpch arrow, native, memory_map=False, TPCH-08, scale_factor=1, R 0.263 s 0.345
2022-11-23 21:51 R tpch arrow, parquet, memory_map=False, TPCH-09, scale_factor=0.1, R 0.264 s 0.755
2022-11-23 21:57 R tpch arrow, parquet, memory_map=False, TPCH-13, scale_factor=0.01, R 0.157 s 1.446
2022-11-23 21:59 R tpch arrow, parquet, memory_map=False, TPCH-14, scale_factor=0.01, R 0.183 s 1.257
2022-11-23 21:59 R tpch arrow, native, memory_map=False, TPCH-14, scale_factor=1, R 0.354 s -1.476
2022-11-23 21:53 R tpch arrow, parquet, memory_map=False, TPCH-10, scale_factor=0.1, R 0.240 s 0.114
2022-11-23 21:54 R tpch arrow, parquet, memory_map=False, TPCH-11, scale_factor=0.1, R 0.219 s 0.800
2022-11-23 21:58 R tpch arrow, parquet, memory_map=False, TPCH-13, scale_factor=1, R 0.864 s 0.536
2022-11-23 21:59 R tpch arrow, native, memory_map=False, TPCH-14, scale_factor=0.1, R 0.168 s 0.212
2022-11-23 22:00 R tpch arrow, native, memory_map=False, TPCH-14, scale_factor=10, R 2.170 s -0.306
2022-11-23 22:01 R tpch arrow, parquet, memory_map=False, TPCH-15, scale_factor=0.01, R 0.176 s -1.253
2022-11-23 22:04 R tpch arrow, parquet, memory_map=False, TPCH-17, scale_factor=0.1, R 0.279 s -0.397
2022-11-23 22:04 R tpch arrow, native, memory_map=False, TPCH-17, scale_factor=1, R 0.218 s -3.061
2022-11-23 22:04 R tpch arrow, parquet, memory_map=False, TPCH-17, scale_factor=1, R 1.251 s -1.609
2022-11-23 21:54 R tpch arrow, parquet, memory_map=False, TPCH-11, scale_factor=0.01, R 0.181 s 0.341
2022-11-23 21:56 R tpch arrow, native, memory_map=False, TPCH-12, scale_factor=1, R 0.463 s 0.554
2022-11-23 21:59 R tpch arrow, parquet, memory_map=False, TPCH-13, scale_factor=10, R 7.178 s -2.006
2022-11-23 21:59 R tpch arrow, native, memory_map=False, TPCH-14, scale_factor=0.01, R 0.145 s 0.428
2022-11-23 22:00 R tpch arrow, parquet, memory_map=False, TPCH-14, scale_factor=1, R 0.971 s 0.021
2022-11-23 22:03 R tpch arrow, parquet, memory_map=False, TPCH-16, scale_factor=10, R 3.082 s 0.806
2022-11-23 22:05 R tpch arrow, parquet, memory_map=False, TPCH-17, scale_factor=10, R 9.075 s 1.419
2022-11-23 21:55 R tpch arrow, native, memory_map=False, TPCH-12, scale_factor=0.01, R 0.142 s -0.520
2022-11-23 21:55 R tpch arrow, native, memory_map=False, TPCH-12, scale_factor=0.1, R 0.198 s -0.059
2022-11-23 21:58 R tpch arrow, native, memory_map=False, TPCH-13, scale_factor=0.1, R 0.220 s -0.530
2022-11-23 21:58 R tpch arrow, parquet, memory_map=False, TPCH-13, scale_factor=0.1, R 0.283 s -0.969
2022-11-23 22:01 R tpch arrow, parquet, memory_map=False, TPCH-15, scale_factor=0.1, R 0.202 s 0.271
2022-11-23 22:03 R tpch arrow, native, memory_map=False, TPCH-17, scale_factor=0.01, R 0.149 s -0.511
2022-11-23 22:06 R tpch arrow, parquet, memory_map=False, TPCH-18, scale_factor=1, R 0.518 s 1.206
2022-11-23 22:10 R tpch arrow, native, memory_map=False, TPCH-20, scale_factor=0.01, R 0.176 s 0.463
2022-11-23 21:54 R tpch arrow, native, memory_map=False, TPCH-11, scale_factor=0.1, R 0.158 s 0.781
2022-11-23 21:57 R tpch arrow, parquet, memory_map=False, TPCH-12, scale_factor=10, R 9.192 s -0.020
2022-11-23 22:01 R tpch arrow, parquet, memory_map=False, TPCH-14, scale_factor=10, R 7.494 s 0.799
2022-11-23 22:08 R tpch arrow, native, memory_map=False, TPCH-19, scale_factor=1, R 0.965 s -0.872
2022-11-23 22:10 R tpch arrow, parquet, memory_map=False, TPCH-19, scale_factor=10, R 14.782 s 0.608
2022-11-23 22:10 R tpch arrow, parquet, memory_map=False, TPCH-20, scale_factor=0.01, R 0.227 s -1.393
2022-11-23 22:10 R tpch arrow, parquet, memory_map=False, TPCH-20, scale_factor=1, R 1.096 s 0.404
2022-11-23 22:12 R tpch arrow, native, memory_map=False, TPCH-21, scale_factor=0.1, R 0.474 s 0.169
2022-11-23 21:55 R tpch arrow, parquet, memory_map=False, TPCH-11, scale_factor=1, R 0.509 s 0.540
2022-11-23 21:59 R tpch arrow, parquet, memory_map=False, TPCH-14, scale_factor=0.1, R 0.255 s 0.595
2022-11-23 22:01 R tpch arrow, native, memory_map=False, TPCH-15, scale_factor=1, R 0.206 s -0.320
2022-11-23 22:02 R tpch arrow, parquet, memory_map=False, TPCH-15, scale_factor=10, R 3.069 s -0.852
2022-11-23 22:05 R tpch arrow, native, memory_map=False, TPCH-18, scale_factor=0.01, R 0.134 s 0.675
2022-11-23 22:07 R tpch arrow, parquet, memory_map=False, TPCH-18, scale_factor=10, R 4.739 s -1.959
2022-11-23 22:07 R tpch arrow, parquet, memory_map=False, TPCH-19, scale_factor=0.01, R 0.223 s 0.821
2022-11-23 22:12 R tpch arrow, native, memory_map=False, TPCH-21, scale_factor=1, R 2.614 s -0.903
2022-11-23 22:14 R tpch arrow, parquet, memory_map=False, TPCH-22, scale_factor=0.01, R 0.168 s 0.023
2022-11-23 21:55 R tpch arrow, parquet, memory_map=False, TPCH-11, scale_factor=10, R 3.673 s 0.072
2022-11-23 21:56 R tpch arrow, parquet, memory_map=False, TPCH-12, scale_factor=1, R 1.155 s -0.202
2022-11-23 21:57 R tpch arrow, native, memory_map=False, TPCH-13, scale_factor=0.01, R 0.125 s -0.013
2022-11-23 22:03 R tpch arrow, native, memory_map=False, TPCH-16, scale_factor=0.1, R 0.152 s -0.381
2022-11-23 22:03 R tpch arrow, native, memory_map=False, TPCH-16, scale_factor=1, R 0.239 s -0.006
2022-11-23 22:05 R tpch arrow, parquet, memory_map=False, TPCH-18, scale_factor=0.01, R 0.172 s -0.525
2022-11-23 22:03 R tpch arrow, native, memory_map=False, TPCH-16, scale_factor=10, R 1.147 s 0.634
2022-11-23 22:06 R tpch arrow, native, memory_map=False, TPCH-18, scale_factor=0.1, R 0.146 s 0.952
2022-11-23 22:10 R tpch arrow, parquet, memory_map=False, TPCH-20, scale_factor=0.1, R 0.297 s 0.061
2022-11-23 22:12 R tpch arrow, native, memory_map=False, TPCH-21, scale_factor=0.01, R 0.266 s -1.156
2022-11-23 22:12 R tpch arrow, parquet, memory_map=False, TPCH-21, scale_factor=0.1, R 0.578 s -0.526
2022-11-23 22:14 R tpch arrow, native, memory_map=False, TPCH-22, scale_factor=0.1, R 0.136 s -0.853
2022-11-23 22:02 R tpch arrow, native, memory_map=False, TPCH-16, scale_factor=0.01, R 0.135 s -1.441
2022-11-23 22:03 R tpch arrow, parquet, memory_map=False, TPCH-16, scale_factor=0.1, R 0.207 s 0.062
2022-11-23 22:03 R tpch arrow, parquet, memory_map=False, TPCH-16, scale_factor=1, R 0.447 s 0.552
2022-11-23 22:04 R tpch arrow, parquet, memory_map=False, TPCH-17, scale_factor=0.01, R 0.191 s 0.922
2022-11-23 22:05 R tpch arrow, native, memory_map=False, TPCH-17, scale_factor=10, R 0.854 s -0.812
2022-11-23 22:07 R tpch arrow, native, memory_map=False, TPCH-18, scale_factor=10, R 3.030 s -0.854
2022-11-23 22:10 R tpch arrow, native, memory_map=False, TPCH-20, scale_factor=1, R 0.232 s 0.200
2022-11-23 22:13 R tpch arrow, native, memory_map=False, TPCH-22, scale_factor=0.01, R 0.132 s 0.052
2022-11-23 22:02 R tpch arrow, native, memory_map=False, TPCH-15, scale_factor=10, R 0.860 s -0.279
2022-11-23 22:02 R tpch arrow, parquet, memory_map=False, TPCH-16, scale_factor=0.01, R 0.168 s -0.632
2022-11-23 22:04 R tpch arrow, native, memory_map=False, TPCH-17, scale_factor=0.1, R 0.150 s 1.214
2022-11-23 22:06 R tpch arrow, parquet, memory_map=False, TPCH-18, scale_factor=0.1, R 0.196 s -0.854
2022-11-23 22:12 R tpch arrow, parquet, memory_map=False, TPCH-20, scale_factor=10, R 8.145 s 0.648
2022-11-23 22:12 R tpch arrow, parquet, memory_map=False, TPCH-21, scale_factor=0.01, R 0.311 s 1.285
2022-11-23 22:14 R tpch arrow, parquet, memory_map=False, TPCH-22, scale_factor=10, R 2.369 s 0.649
2022-11-23 22:07 R tpch arrow, native, memory_map=False, TPCH-19, scale_factor=0.1, R 0.251 s 0.324
2022-11-23 22:07 R tpch arrow, parquet, memory_map=False, TPCH-19, scale_factor=0.1, R 0.330 s -0.025
2022-11-23 22:08 R tpch arrow, parquet, memory_map=False, TPCH-19, scale_factor=1, R 1.585 s -0.914
2022-11-23 22:10 R tpch arrow, native, memory_map=False, TPCH-20, scale_factor=0.1, R 0.179 s -0.649
2022-11-23 22:14 R tpch arrow, parquet, memory_map=False, TPCH-22, scale_factor=0.1, R 0.190 s -0.961
2022-11-23 22:14 R tpch arrow, parquet, memory_map=False, TPCH-22, scale_factor=1, R 0.379 s 0.480
2022-11-23 22:09 R tpch arrow, native, memory_map=False, TPCH-19, scale_factor=10, R 10.150 s -0.082
2022-11-23 22:11 R tpch arrow, native, memory_map=False, TPCH-20, scale_factor=10, R 0.782 s -0.283
2022-11-23 22:14 R tpch arrow, native, memory_map=False, TPCH-22, scale_factor=1, R 0.153 s 0.008
2022-11-23 22:13 R tpch arrow, parquet, memory_map=False, TPCH-21, scale_factor=1, R 3.170 s 0.016
2022-11-23 22:14 R tpch arrow, native, memory_map=False, TPCH-22, scale_factor=10, R 0.320 s -0.302