Benchmarks
Date Lang Batch Benchmark Mean Z-Score Error
2022-11-07 17:38 R tpch arrow, parquet, memory_map=False, TPCH-03, scale_factor=0.01, R 0.189 s 0.614
2022-11-07 17:38 R tpch arrow, native, memory_map=False, TPCH-03, scale_factor=0.01, R 0.158 s 0.652
2022-11-07 17:51 R tpch arrow, parquet, memory_map=False, TPCH-11, scale_factor=0.1, R 0.219 s 0.611
2022-11-07 17:54 R tpch arrow, native, memory_map=False, TPCH-13, scale_factor=0.1, R 0.219 s 0.636
2022-11-07 17:54 R tpch arrow, native, memory_map=False, TPCH-13, scale_factor=1, R 0.629 s 0.596
2022-11-07 17:58 R tpch arrow, native, memory_map=False, TPCH-15, scale_factor=0.1, R 0.146 s 0.686
2022-11-07 17:37 R tpch arrow, native, memory_map=False, TPCH-01, scale_factor=10, R 1.879 s 0.555
2022-11-07 17:36 R tpch arrow, native, memory_map=False, TPCH-01, scale_factor=0.1, R 0.151 s 0.296
2022-11-07 17:49 R tpch arrow, parquet, memory_map=False, TPCH-09, scale_factor=10, R 3.993 s 0.043
2022-11-07 17:51 R tpch arrow, parquet, memory_map=False, TPCH-11, scale_factor=0.01, R 0.183 s 0.364
2022-11-07 17:52 R tpch arrow, native, memory_map=False, TPCH-12, scale_factor=1, R 0.467 s 0.148
2022-11-07 17:59 R tpch arrow, native, memory_map=False, TPCH-16, scale_factor=1, R 0.241 s 0.684
2022-11-07 18:03 R tpch arrow, parquet, memory_map=False, TPCH-18, scale_factor=1, R 0.525 s 0.204
2022-11-07 18:04 R tpch arrow, parquet, memory_map=False, TPCH-19, scale_factor=0.01, R 0.224 s -0.784
2022-11-07 17:41 R tpch arrow, parquet, memory_map=False, TPCH-05, scale_factor=0.01, R 0.219 s 0.590
2022-11-07 17:38 R tpch arrow, native, memory_map=False, TPCH-02, scale_factor=10, R 0.837 s 0.647
2022-11-07 17:40 R tpch arrow, parquet, memory_map=False, TPCH-04, scale_factor=1, R 0.266 s 0.197
2022-11-07 17:42 R tpch arrow, parquet, memory_map=False, TPCH-05, scale_factor=1, R 0.512 s 0.268
2022-11-07 17:37 R tpch arrow, native, memory_map=False, TPCH-02, scale_factor=0.01, R 0.190 s 0.674
2022-11-07 17:37 R tpch arrow, native, memory_map=False, TPCH-02, scale_factor=1, R 0.252 s 0.749
2022-11-07 17:43 R tpch arrow, parquet, memory_map=False, TPCH-06, scale_factor=0.01, R 0.140 s 0.638
2022-11-07 17:49 R tpch arrow, parquet, memory_map=False, TPCH-10, scale_factor=0.01, R 0.210 s 0.549
2022-11-07 17:51 R tpch arrow, parquet, memory_map=False, TPCH-11, scale_factor=1, R 0.511 s 0.497
2022-11-07 17:59 R tpch arrow, parquet, memory_map=False, TPCH-16, scale_factor=0.01, R 0.168 s 0.340
2022-11-07 18:02 R tpch arrow, parquet, memory_map=False, TPCH-17, scale_factor=10, R 9.363 s 0.326
2022-11-07 18:07 R tpch arrow, parquet, memory_map=False, TPCH-20, scale_factor=0.01, R 0.224 s 0.614
2022-11-07 18:10 R tpch arrow, parquet, memory_map=False, TPCH-22, scale_factor=0.01, R 0.168 s 0.465
2022-11-07 17:41 R tpch arrow, native, memory_map=False, TPCH-05, scale_factor=0.01, R 0.176 s 0.832
2022-11-07 17:47 R tpch arrow, native, memory_map=False, TPCH-08, scale_factor=10, R 0.649 s 0.818
2022-11-07 17:58 R tpch arrow, parquet, memory_map=False, TPCH-15, scale_factor=0.01, R 0.174 s 0.619
2022-11-07 17:35 R tpch arrow, native, memory_map=False, TPCH-01, scale_factor=0.01, R 0.139 s 0.240
2022-11-07 17:38 R tpch arrow, native, memory_map=False, TPCH-03, scale_factor=0.1, R 0.164 s 0.799
2022-11-07 17:40 R tpch arrow, native, memory_map=False, TPCH-04, scale_factor=0.01, R 0.136 s 0.701
2022-11-07 17:41 R tpch arrow, parquet, memory_map=False, TPCH-04, scale_factor=10, R 1.061 s 0.127
2022-11-07 17:36 R tpch arrow, parquet, memory_map=False, TPCH-01, scale_factor=1, R 0.541 s 0.120
2022-11-07 17:44 R tpch arrow, native, memory_map=False, TPCH-06, scale_factor=10, R 0.462 s 0.849
2022-11-07 17:44 R tpch arrow, native, memory_map=False, TPCH-07, scale_factor=0.01, R 0.195 s 0.745
2022-11-07 17:50 R tpch arrow, native, memory_map=False, TPCH-10, scale_factor=1, R 0.271 s 0.835
2022-11-07 17:51 R tpch arrow, native, memory_map=False, TPCH-11, scale_factor=0.01, R 0.143 s 0.756
2022-11-07 17:51 R tpch arrow, native, memory_map=False, TPCH-11, scale_factor=0.1, R 0.159 s 0.703
2022-11-07 17:54 R tpch arrow, parquet, memory_map=False, TPCH-13, scale_factor=0.1, R 0.281 s 0.595
2022-11-07 17:57 R tpch arrow, parquet, memory_map=False, TPCH-14, scale_factor=10, R 7.554 s -1.329
2022-11-07 17:58 R tpch arrow, parquet, memory_map=False, TPCH-15, scale_factor=0.1, R 0.201 s 0.560
2022-11-07 18:00 R tpch arrow, parquet, memory_map=False, TPCH-17, scale_factor=0.1, R 0.277 s 0.537
2022-11-07 17:56 R tpch arrow, parquet, memory_map=False, TPCH-14, scale_factor=0.01, R 0.184 s 0.444
2022-11-07 17:56 R tpch arrow, parquet, memory_map=False, TPCH-14, scale_factor=0.1, R 0.254 s 0.550
2022-11-07 17:59 R tpch arrow, native, memory_map=False, TPCH-16, scale_factor=0.1, R 0.150 s 0.844
2022-11-07 18:04 R tpch arrow, native, memory_map=False, TPCH-19, scale_factor=0.01, R 0.181 s -0.523
2022-11-07 18:07 R tpch arrow, native, memory_map=False, TPCH-20, scale_factor=0.01, R 0.174 s 0.910
2022-11-07 17:36 R tpch arrow, parquet, memory_map=False, TPCH-01, scale_factor=0.01, R 0.168 s 0.835
2022-11-07 17:49 R tpch arrow, native, memory_map=False, TPCH-10, scale_factor=0.1, R 0.182 s 0.519
2022-11-07 17:59 R tpch arrow, parquet, memory_map=False, TPCH-15, scale_factor=10, R 3.082 s 0.031
2022-11-07 18:00 R tpch arrow, parquet, memory_map=False, TPCH-16, scale_factor=10, R 3.088 s 0.559
2022-11-07 18:04 R tpch arrow, native, memory_map=False, TPCH-19, scale_factor=1, R 0.958 s -0.123
2022-11-07 17:37 R tpch arrow, parquet, memory_map=False, TPCH-01, scale_factor=10, R 3.527 s 0.126
2022-11-07 17:44 R tpch arrow, native, memory_map=False, TPCH-07, scale_factor=0.1, R 0.198 s 0.764
2022-11-07 17:46 R tpch arrow, native, memory_map=False, TPCH-08, scale_factor=1, R 0.261 s 0.813
2022-11-07 17:49 R tpch arrow, native, memory_map=False, TPCH-09, scale_factor=10, R 1.130 s 0.738
2022-11-07 17:51 R tpch arrow, native, memory_map=False, TPCH-11, scale_factor=10, R 1.458 s 0.309
2022-11-07 17:54 R tpch arrow, parquet, memory_map=False, TPCH-13, scale_factor=0.01, R 0.159 s 0.501
2022-11-07 17:55 R tpch arrow, parquet, memory_map=False, TPCH-13, scale_factor=10, R 7.111 s 1.376
2022-11-07 17:59 R tpch arrow, parquet, memory_map=False, TPCH-16, scale_factor=1, R 0.453 s 0.041
2022-11-07 17:37 R tpch arrow, parquet, memory_map=False, TPCH-02, scale_factor=0.01, R 0.229 s 0.573
2022-11-07 17:37 R tpch arrow, parquet, memory_map=False, TPCH-02, scale_factor=0.1, R 0.242 s 0.478
2022-11-07 17:40 R tpch arrow, native, memory_map=False, TPCH-04, scale_factor=1, R 0.244 s 0.845
2022-11-07 17:43 R tpch arrow, native, memory_map=False, TPCH-06, scale_factor=0.01, R 0.111 s 0.630
2022-11-07 17:47 R tpch arrow, native, memory_map=False, TPCH-09, scale_factor=0.01, R 0.186 s 0.737
2022-11-07 17:49 R tpch arrow, native, memory_map=False, TPCH-10, scale_factor=0.01, R 0.173 s 0.805
2022-11-07 17:52 R tpch arrow, native, memory_map=False, TPCH-12, scale_factor=0.1, R 0.198 s 0.523
2022-11-07 17:56 R tpch arrow, parquet, memory_map=False, TPCH-14, scale_factor=1, R 0.971 s 0.142
2022-11-07 18:02 R tpch arrow, native, memory_map=False, TPCH-18, scale_factor=0.01, R 0.134 s 0.713
2022-11-07 18:09 R tpch arrow, native, memory_map=False, TPCH-21, scale_factor=0.1, R 0.466 s 0.880
2022-11-07 18:11 R tpch arrow, native, memory_map=False, TPCH-22, scale_factor=10, R 0.320 s 0.616
2022-11-07 17:36 R tpch arrow, native, memory_map=False, TPCH-01, scale_factor=1, R 0.315 s 0.200
2022-11-07 17:43 R tpch arrow, parquet, memory_map=False, TPCH-06, scale_factor=1, R 0.388 s 0.134
2022-11-07 17:44 R tpch arrow, parquet, memory_map=False, TPCH-07, scale_factor=0.01, R 0.234 s 0.600
2022-11-07 17:46 R tpch arrow, parquet, memory_map=False, TPCH-08, scale_factor=0.01, R 0.275 s 0.554
2022-11-07 17:48 R tpch arrow, parquet, memory_map=False, TPCH-09, scale_factor=1, R 0.614 s 0.189
2022-11-07 17:54 R tpch arrow, native, memory_map=False, TPCH-13, scale_factor=0.01, R 0.124 s 0.638
2022-11-07 17:38 R tpch arrow, parquet, memory_map=False, TPCH-02, scale_factor=1, R 0.322 s 0.394
2022-11-07 17:38 R tpch arrow, parquet, memory_map=False, TPCH-03, scale_factor=0.1, R 0.215 s 0.625
2022-11-07 17:40 R tpch arrow, native, memory_map=False, TPCH-04, scale_factor=0.1, R 0.142 s 0.816
2022-11-07 17:43 R tpch arrow, native, memory_map=False, TPCH-06, scale_factor=0.1, R 0.113 s 0.583
2022-11-07 17:48 R tpch arrow, native, memory_map=False, TPCH-09, scale_factor=0.1, R 0.199 s 0.824
2022-11-07 17:52 R tpch arrow, native, memory_map=False, TPCH-12, scale_factor=0.01, R 0.142 s 0.498
2022-11-07 17:52 R tpch arrow, parquet, memory_map=False, TPCH-12, scale_factor=0.1, R 0.273 s 0.422
2022-11-07 18:00 R tpch arrow, native, memory_map=False, TPCH-17, scale_factor=0.1, R 0.150 s 0.647
2022-11-07 18:03 R tpch arrow, native, memory_map=False, TPCH-18, scale_factor=10, R 3.000 s 0.665
2022-11-07 18:04 R tpch arrow, native, memory_map=False, TPCH-19, scale_factor=0.1, R 0.252 s -0.712
2022-11-07 17:36 R tpch arrow, parquet, memory_map=False, TPCH-01, scale_factor=0.1, R 0.201 s 0.581
2022-11-07 17:39 R tpch arrow, parquet, memory_map=False, TPCH-03, scale_factor=10, R 3.047 s 0.091
2022-11-07 17:41 R tpch arrow, native, memory_map=False, TPCH-05, scale_factor=0.1, R 0.180 s 0.879
2022-11-07 17:43 R tpch arrow, native, memory_map=False, TPCH-06, scale_factor=1, R 0.145 s 0.690
2022-11-07 17:48 R tpch arrow, native, memory_map=False, TPCH-09, scale_factor=1, R 0.295 s 0.748
2022-11-07 17:50 R tpch arrow, native, memory_map=False, TPCH-10, scale_factor=10, R 1.132 s 1.187
2022-11-07 17:51 R tpch arrow, native, memory_map=False, TPCH-11, scale_factor=1, R 0.261 s 0.725
2022-11-07 18:02 R tpch arrow, native, memory_map=False, TPCH-18, scale_factor=1, R 0.329 s 0.647
2022-11-07 18:09 R tpch arrow, native, memory_map=False, TPCH-21, scale_factor=1, R 2.582 s 0.903
2022-11-07 18:10 R tpch arrow, native, memory_map=False, TPCH-22, scale_factor=0.01, R 0.131 s 0.821
2022-11-07 17:38 R tpch arrow, parquet, memory_map=False, TPCH-02, scale_factor=10, R 1.170 s 0.125
2022-11-07 17:42 R tpch arrow, native, memory_map=False, TPCH-05, scale_factor=1, R 0.236 s 0.780
2022-11-07 17:42 R tpch arrow, native, memory_map=False, TPCH-05, scale_factor=10, R 0.810 s 0.967
2022-11-07 17:46 R tpch arrow, native, memory_map=False, TPCH-08, scale_factor=0.1, R 0.229 s 0.699
2022-11-07 18:02 R tpch arrow, native, memory_map=False, TPCH-18, scale_factor=0.1, R 0.145 s 0.810
2022-11-07 17:37 R tpch arrow, native, memory_map=False, TPCH-02, scale_factor=0.1, R 0.197 s 0.712
2022-11-07 17:41 R tpch arrow, parquet, memory_map=False, TPCH-05, scale_factor=0.1, R 0.248 s 0.599
2022-11-07 17:50 R tpch arrow, parquet, memory_map=False, TPCH-10, scale_factor=1, R 0.531 s 0.200
2022-11-07 17:51 R tpch arrow, parquet, memory_map=False, TPCH-10, scale_factor=10, R 3.312 s 0.049
2022-11-07 17:55 R tpch arrow, native, memory_map=False, TPCH-13, scale_factor=10, R 5.012 s 0.300
2022-11-07 18:00 R tpch arrow, native, memory_map=False, TPCH-17, scale_factor=1, R 0.215 s 0.644
2022-11-07 17:38 R tpch arrow, native, memory_map=False, TPCH-03, scale_factor=1, R 0.272 s 0.758
2022-11-07 17:46 R tpch arrow, parquet, memory_map=False, TPCH-08, scale_factor=0.1, R 0.300 s 0.631
2022-11-07 17:49 R tpch arrow, parquet, memory_map=False, TPCH-10, scale_factor=0.1, R 0.241 s 0.482
2022-11-07 17:52 R tpch arrow, parquet, memory_map=False, TPCH-11, scale_factor=10, R 3.641 s 0.675
2022-11-07 18:00 R tpch arrow, native, memory_map=False, TPCH-16, scale_factor=10, R 1.143 s 1.484
2022-11-07 18:01 R tpch arrow, parquet, memory_map=False, TPCH-17, scale_factor=1, R 1.246 s -0.855
2022-11-07 18:02 R tpch arrow, parquet, memory_map=False, TPCH-18, scale_factor=0.1, R 0.193 s 0.534
2022-11-07 18:04 R tpch arrow, parquet, memory_map=False, TPCH-19, scale_factor=1, R 1.575 s 0.127
2022-11-07 18:09 R tpch arrow, parquet, memory_map=False, TPCH-21, scale_factor=0.1, R 0.583 s 0.162
2022-11-07 17:39 R tpch arrow, parquet, memory_map=False, TPCH-03, scale_factor=1, R 0.473 s 0.181
2022-11-07 17:40 R tpch arrow, parquet, memory_map=False, TPCH-04, scale_factor=0.01, R 0.163 s 0.611
2022-11-07 17:41 R tpch arrow, native, memory_map=False, TPCH-04, scale_factor=10, R 1.225 s 0.495
2022-11-07 17:45 R tpch arrow, native, memory_map=False, TPCH-07, scale_factor=1, R 0.274 s 0.692
2022-11-07 17:45 R tpch arrow, native, memory_map=False, TPCH-07, scale_factor=10, R 0.948 s 0.639
2022-11-07 17:46 R tpch arrow, native, memory_map=False, TPCH-08, scale_factor=0.01, R 0.223 s 0.772
2022-11-07 17:53 R tpch arrow, parquet, memory_map=False, TPCH-12, scale_factor=1, R 1.161 s -0.219
2022-11-07 17:54 R tpch arrow, parquet, memory_map=False, TPCH-12, scale_factor=10, R 9.261 s -1.823
2022-11-07 17:55 R tpch arrow, parquet, memory_map=False, TPCH-13, scale_factor=1, R 0.870 s 0.327
2022-11-07 18:08 R tpch arrow, native, memory_map=False, TPCH-21, scale_factor=0.01, R 0.262 s 0.650
2022-11-07 18:10 R tpch arrow, native, memory_map=False, TPCH-22, scale_factor=0.1, R 0.135 s 0.703
2022-11-07 17:39 R tpch arrow, native, memory_map=False, TPCH-03, scale_factor=10, R 1.363 s 1.079
2022-11-07 17:40 R tpch arrow, parquet, memory_map=False, TPCH-04, scale_factor=0.1, R 0.171 s 0.551
2022-11-07 17:43 R tpch arrow, parquet, memory_map=False, TPCH-05, scale_factor=10, R 3.132 s 0.112
2022-11-07 17:44 R tpch arrow, parquet, memory_map=False, TPCH-06, scale_factor=10, R 2.517 s 0.019
2022-11-07 17:44 R tpch arrow, parquet, memory_map=False, TPCH-07, scale_factor=0.1, R 0.263 s 0.534
2022-11-07 17:46 R tpch arrow, parquet, memory_map=False, TPCH-07, scale_factor=10, R 3.214 s 0.019
2022-11-07 17:47 R tpch arrow, parquet, memory_map=False, TPCH-08, scale_factor=10, R 3.351 s 0.069
2022-11-07 17:48 R tpch arrow, parquet, memory_map=False, TPCH-09, scale_factor=0.1, R 0.262 s 0.685
2022-11-07 17:56 R tpch arrow, native, memory_map=False, TPCH-14, scale_factor=0.1, R 0.168 s 0.641
2022-11-07 17:56 R tpch arrow, native, memory_map=False, TPCH-14, scale_factor=1, R 0.351 s 0.485
2022-11-07 17:57 R tpch arrow, native, memory_map=False, TPCH-14, scale_factor=10, R 2.160 s 1.004
2022-11-07 17:58 R tpch arrow, native, memory_map=False, TPCH-15, scale_factor=1, R 0.206 s 0.709
2022-11-07 17:59 R tpch arrow, parquet, memory_map=False, TPCH-16, scale_factor=0.1, R 0.205 s 0.514
2022-11-07 18:04 R tpch arrow, parquet, memory_map=False, TPCH-18, scale_factor=10, R 4.331 s 0.326
2022-11-07 18:04 R tpch arrow, parquet, memory_map=False, TPCH-19, scale_factor=0.1, R 0.328 s -0.658
2022-11-07 17:43 R tpch arrow, parquet, memory_map=False, TPCH-06, scale_factor=0.1, R 0.163 s 0.559
2022-11-07 17:47 R tpch arrow, parquet, memory_map=False, TPCH-09, scale_factor=0.01, R 0.225 s 0.663
2022-11-07 17:53 R tpch arrow, native, memory_map=False, TPCH-12, scale_factor=10, R 3.321 s 0.549
2022-11-07 18:11 R tpch arrow, parquet, memory_map=False, TPCH-22, scale_factor=10, R 2.387 s -0.511
2022-11-07 17:45 R tpch arrow, parquet, memory_map=False, TPCH-07, scale_factor=1, R 0.534 s 0.204
2022-11-07 18:02 R tpch arrow, parquet, memory_map=False, TPCH-18, scale_factor=0.01, R 0.172 s 0.410
2022-11-07 18:09 R tpch arrow, parquet, memory_map=False, TPCH-21, scale_factor=0.01, R 0.315 s 0.411
2022-11-07 18:11 R tpch arrow, parquet, memory_map=False, TPCH-22, scale_factor=1, R 0.376 s 0.957
2022-11-07 17:46 R tpch arrow, parquet, memory_map=False, TPCH-08, scale_factor=1, R 0.571 s 0.245
2022-11-07 17:52 R tpch arrow, parquet, memory_map=False, TPCH-12, scale_factor=0.01, R 0.179 s 0.509
2022-11-07 17:56 R tpch arrow, native, memory_map=False, TPCH-14, scale_factor=0.01, R 0.146 s 0.535
2022-11-07 17:57 R tpch arrow, native, memory_map=False, TPCH-15, scale_factor=0.01, R 0.142 s 0.757
2022-11-07 17:59 R tpch arrow, native, memory_map=False, TPCH-15, scale_factor=10, R 0.870 s -0.453
2022-11-07 17:59 R tpch arrow, native, memory_map=False, TPCH-16, scale_factor=0.01, R 0.134 s 0.620
2022-11-07 18:00 R tpch arrow, native, memory_map=False, TPCH-17, scale_factor=0.01, R 0.148 s 0.659
2022-11-07 18:00 R tpch arrow, parquet, memory_map=False, TPCH-17, scale_factor=0.01, R 0.191 s 0.568
2022-11-07 17:58 R tpch arrow, parquet, memory_map=False, TPCH-15, scale_factor=1, R 0.470 s 0.150
2022-11-07 18:07 R tpch arrow, native, memory_map=False, TPCH-20, scale_factor=1, R 0.230 s 0.869
2022-11-07 18:08 R tpch arrow, native, memory_map=False, TPCH-20, scale_factor=10, R 0.772 s 0.933
2022-11-07 18:01 R tpch arrow, native, memory_map=False, TPCH-17, scale_factor=10, R 0.847 s 0.736
2022-11-07 18:06 R tpch arrow, native, memory_map=False, TPCH-19, scale_factor=10, R 10.191 s -0.431
2022-11-07 18:11 R tpch arrow, native, memory_map=False, TPCH-22, scale_factor=1, R 0.153 s 0.805
2022-11-07 18:07 R tpch arrow, native, memory_map=False, TPCH-20, scale_factor=0.1, R 0.178 s 0.787
2022-11-07 18:08 R tpch arrow, parquet, memory_map=False, TPCH-20, scale_factor=10, R 8.135 s -0.193
2022-11-07 18:09 R tpch arrow, parquet, memory_map=False, TPCH-21, scale_factor=1, R 3.161 s 0.331
2022-11-07 18:11 R tpch arrow, parquet, memory_map=False, TPCH-22, scale_factor=0.1, R 0.187 s 0.556
2022-11-07 18:07 R tpch arrow, parquet, memory_map=False, TPCH-19, scale_factor=10, R 14.864 s -1.924
2022-11-07 18:07 R tpch arrow, parquet, memory_map=False, TPCH-20, scale_factor=0.1, R 0.296 s 0.495
2022-11-07 18:07 R tpch arrow, parquet, memory_map=False, TPCH-20, scale_factor=1, R 1.098 s 0.256