Benchmarks
Date Lang Batch Benchmark Mean Z-Score Error
2022-11-05 00:13 R tpch arrow, parquet, memory_map=False, TPCH-01, scale_factor=0.01, R 0.169 s 0.612
2022-11-05 00:14 R tpch arrow, native, memory_map=False, TPCH-01, scale_factor=1, R 0.317 s 0.090
2022-11-05 00:15 R tpch arrow, parquet, memory_map=False, TPCH-02, scale_factor=0.1, R 0.241 s 0.565
2022-11-05 00:13 R tpch arrow, native, memory_map=False, TPCH-01, scale_factor=0.01, R 0.140 s 0.139
2022-11-05 00:15 R tpch arrow, parquet, memory_map=False, TPCH-02, scale_factor=0.01, R 0.229 s 0.587
2022-11-05 00:13 R tpch arrow, native, memory_map=False, TPCH-01, scale_factor=0.1, R 0.151 s 0.330
2022-11-05 00:14 R tpch arrow, parquet, memory_map=False, TPCH-01, scale_factor=0.1, R 0.201 s 0.508
2022-11-05 00:15 R tpch arrow, native, memory_map=False, TPCH-02, scale_factor=0.1, R 0.199 s 0.613
2022-11-05 00:17 R tpch arrow, native, memory_map=False, TPCH-03, scale_factor=10, R 1.368 s 0.831
2022-11-05 00:19 R tpch arrow, native, memory_map=False, TPCH-04, scale_factor=10, R 1.218 s 0.912
2022-11-05 00:19 R tpch arrow, native, memory_map=False, TPCH-05, scale_factor=0.1, R 0.181 s 0.830
2022-11-05 00:22 R tpch arrow, parquet, memory_map=False, TPCH-07, scale_factor=0.1, R 0.263 s 0.541
2022-11-05 00:22 R tpch arrow, native, memory_map=False, TPCH-07, scale_factor=1, R 0.275 s 0.666
2022-11-05 00:14 R tpch arrow, parquet, memory_map=False, TPCH-01, scale_factor=1, R 0.539 s 0.222
2022-11-05 00:15 R tpch arrow, parquet, memory_map=False, TPCH-01, scale_factor=10, R 3.525 s 0.200
2022-11-05 00:18 R tpch arrow, native, memory_map=False, TPCH-04, scale_factor=1, R 0.246 s 0.692
2022-11-05 00:15 R tpch arrow, native, memory_map=False, TPCH-02, scale_factor=0.01, R 0.191 s 0.661
2022-11-05 00:22 R tpch arrow, native, memory_map=False, TPCH-06, scale_factor=10, R 0.463 s 0.845
2022-11-05 00:26 R tpch arrow, parquet, memory_map=False, TPCH-09, scale_factor=1, R 0.606 s 0.309
2022-11-05 00:14 R tpch arrow, native, memory_map=False, TPCH-01, scale_factor=10, R 1.906 s -0.514
2022-11-05 00:16 R tpch arrow, parquet, memory_map=False, TPCH-03, scale_factor=0.1, R 0.216 s 0.516
2022-11-05 00:16 R tpch arrow, native, memory_map=False, TPCH-03, scale_factor=0.01, R 0.158 s 0.722
2022-11-05 00:21 R tpch arrow, parquet, memory_map=False, TPCH-06, scale_factor=0.01, R 0.142 s 0.469
2022-11-05 00:21 R tpch arrow, parquet, memory_map=False, TPCH-06, scale_factor=1, R 0.389 s 0.183
2022-11-05 00:28 R tpch arrow, parquet, memory_map=False, TPCH-10, scale_factor=10, R 3.310 s 0.156
2022-11-05 00:16 R tpch arrow, parquet, memory_map=False, TPCH-03, scale_factor=0.01, R 0.189 s 0.666
2022-11-05 00:19 R tpch arrow, native, memory_map=False, TPCH-05, scale_factor=0.01, R 0.177 s 0.788
2022-11-05 00:20 R tpch arrow, native, memory_map=False, TPCH-05, scale_factor=10, R 0.809 s 1.034
2022-11-05 00:25 R tpch arrow, parquet, memory_map=False, TPCH-08, scale_factor=10, R 3.340 s 0.178
2022-11-05 00:16 R tpch arrow, native, memory_map=False, TPCH-02, scale_factor=10, R 0.834 s 0.818
2022-11-05 00:19 R tpch arrow, parquet, memory_map=False, TPCH-04, scale_factor=10, R 1.080 s 0.186
2022-11-05 00:16 R tpch arrow, parquet, memory_map=False, TPCH-03, scale_factor=1, R 0.469 s 0.268
2022-11-05 00:19 R tpch arrow, parquet, memory_map=False, TPCH-05, scale_factor=0.1, R 0.249 s 0.578
2022-11-05 00:22 R tpch arrow, native, memory_map=False, TPCH-07, scale_factor=0.1, R 0.200 s 0.728
2022-11-05 00:24 R tpch arrow, parquet, memory_map=False, TPCH-08, scale_factor=0.1, R 0.305 s 0.492
2022-11-05 00:24 R tpch arrow, parquet, memory_map=False, TPCH-08, scale_factor=1, R 0.569 s 0.295
2022-11-05 00:25 R tpch arrow, native, memory_map=False, TPCH-09, scale_factor=0.1, R 0.201 s 0.767
2022-11-05 00:29 R tpch arrow, native, memory_map=False, TPCH-11, scale_factor=0.1, R 0.160 s 0.667
2022-11-05 00:16 R tpch arrow, native, memory_map=False, TPCH-03, scale_factor=1, R 0.272 s 0.790
2022-11-05 00:15 R tpch arrow, native, memory_map=False, TPCH-02, scale_factor=1, R 0.254 s 0.697
2022-11-05 00:19 R tpch arrow, parquet, memory_map=False, TPCH-05, scale_factor=1, R 0.512 s 0.290
2022-11-05 00:27 R tpch arrow, native, memory_map=False, TPCH-10, scale_factor=0.1, R 0.179 s 0.651
2022-11-05 00:16 R tpch arrow, parquet, memory_map=False, TPCH-02, scale_factor=10, R 1.168 s 0.203
2022-11-05 00:17 R tpch arrow, native, memory_map=False, TPCH-04, scale_factor=0.01, R 0.135 s 0.916
2022-11-05 00:26 R tpch arrow, native, memory_map=False, TPCH-09, scale_factor=1, R 0.294 s 0.826
2022-11-05 00:19 R tpch arrow, native, memory_map=False, TPCH-05, scale_factor=1, R 0.236 s 0.818
2022-11-05 00:21 R tpch arrow, native, memory_map=False, TPCH-06, scale_factor=1, R 0.146 s 0.553
2022-11-05 00:27 R tpch arrow, native, memory_map=False, TPCH-10, scale_factor=1, R 0.272 s 0.813
2022-11-05 00:17 R tpch arrow, parquet, memory_map=False, TPCH-03, scale_factor=10, R 3.059 s 0.167
2022-11-05 00:18 R tpch arrow, parquet, memory_map=False, TPCH-04, scale_factor=1, R 0.268 s 0.228
2022-11-05 00:21 R tpch arrow, parquet, memory_map=False, TPCH-06, scale_factor=0.1, R 0.164 s 0.473
2022-11-05 00:16 R tpch arrow, native, memory_map=False, TPCH-03, scale_factor=0.1, R 0.165 s 0.764
2022-11-05 00:18 R tpch arrow, parquet, memory_map=False, TPCH-04, scale_factor=0.01, R 0.161 s 0.756
2022-11-05 00:18 R tpch arrow, parquet, memory_map=False, TPCH-04, scale_factor=0.1, R 0.172 s 0.445
2022-11-05 00:15 R tpch arrow, parquet, memory_map=False, TPCH-02, scale_factor=1, R 0.322 s 0.381
2022-11-05 00:18 R tpch arrow, native, memory_map=False, TPCH-04, scale_factor=0.1, R 0.143 s 0.818
2022-11-05 00:20 R tpch arrow, native, memory_map=False, TPCH-06, scale_factor=0.01, R 0.112 s 0.521
2022-11-05 00:24 R tpch arrow, native, memory_map=False, TPCH-08, scale_factor=0.1, R 0.226 s 0.827
2022-11-05 00:23 R tpch arrow, parquet, memory_map=False, TPCH-07, scale_factor=1, R 0.530 s 0.291
2022-11-05 00:23 R tpch arrow, native, memory_map=False, TPCH-07, scale_factor=10, R 0.946 s 0.742
2022-11-05 00:24 R tpch arrow, native, memory_map=False, TPCH-08, scale_factor=1, R 0.263 s 0.787
2022-11-05 00:29 R tpch arrow, parquet, memory_map=False, TPCH-11, scale_factor=0.01, R 0.181 s 0.619
2022-11-05 00:35 R tpch arrow, native, memory_map=False, TPCH-15, scale_factor=0.01, R 0.141 s 0.837
2022-11-05 00:19 R tpch arrow, parquet, memory_map=False, TPCH-05, scale_factor=0.01, R 0.220 s 0.609
2022-11-05 00:24 R tpch arrow, parquet, memory_map=False, TPCH-08, scale_factor=0.01, R 0.275 s 0.585
2022-11-05 00:25 R tpch arrow, parquet, memory_map=False, TPCH-09, scale_factor=0.01, R 0.228 s 0.567
2022-11-05 00:29 R tpch arrow, parquet, memory_map=False, TPCH-11, scale_factor=1, R 0.512 s 0.403
2022-11-05 00:30 R tpch arrow, native, memory_map=False, TPCH-12, scale_factor=0.01, R 0.141 s 0.559
2022-11-05 00:35 R tpch arrow, parquet, memory_map=False, TPCH-15, scale_factor=0.01, R 0.175 s 0.627
2022-11-05 00:38 R tpch arrow, native, memory_map=False, TPCH-17, scale_factor=0.01, R 0.150 s 0.527
2022-11-05 00:40 R tpch arrow, native, memory_map=False, TPCH-18, scale_factor=1, R 0.330 s 0.555
2022-11-05 00:41 R tpch arrow, native, memory_map=False, TPCH-18, scale_factor=10, R 2.995 s 0.803
2022-11-05 00:26 R tpch arrow, native, memory_map=False, TPCH-09, scale_factor=10, R 1.127 s 0.899
2022-11-05 00:32 R tpch arrow, native, memory_map=False, TPCH-13, scale_factor=0.01, R 0.124 s 0.699
2022-11-05 00:27 R tpch arrow, parquet, memory_map=False, TPCH-09, scale_factor=10, R 3.972 s 0.170
2022-11-05 00:28 R tpch arrow, parquet, memory_map=False, TPCH-10, scale_factor=1, R 0.530 s 0.259
2022-11-05 00:29 R tpch arrow, native, memory_map=False, TPCH-11, scale_factor=10, R 1.453 s 0.754
2022-11-05 00:30 R tpch arrow, parquet, memory_map=False, TPCH-12, scale_factor=1, R 1.138 s 1.528
2022-11-05 00:33 R tpch arrow, native, memory_map=False, TPCH-13, scale_factor=10, R 4.998 s 1.163
2022-11-05 00:34 R tpch arrow, native, memory_map=False, TPCH-14, scale_factor=0.1, R 0.168 s 0.686
2022-11-05 00:23 R tpch arrow, parquet, memory_map=False, TPCH-07, scale_factor=10, R 3.124 s 0.205
2022-11-05 00:37 R tpch arrow, parquet, memory_map=False, TPCH-15, scale_factor=10, R 3.027 s 0.193
2022-11-05 00:38 R tpch arrow, parquet, memory_map=False, TPCH-17, scale_factor=0.01, R 0.192 s 0.507
2022-11-05 00:40 R tpch arrow, native, memory_map=False, TPCH-18, scale_factor=0.01, R 0.135 s 0.634
2022-11-05 00:20 R tpch arrow, parquet, memory_map=False, TPCH-05, scale_factor=10, R 3.114 s 0.205
2022-11-05 00:24 R tpch arrow, native, memory_map=False, TPCH-08, scale_factor=0.01, R 0.224 s 0.793
2022-11-05 00:25 R tpch arrow, native, memory_map=False, TPCH-08, scale_factor=10, R 0.701 s -0.882
2022-11-05 00:27 R tpch arrow, native, memory_map=False, TPCH-10, scale_factor=0.01, R 0.173 s 0.870
2022-11-05 00:29 R tpch arrow, native, memory_map=False, TPCH-11, scale_factor=0.01, R 0.144 s 0.661
2022-11-05 00:31 R tpch arrow, native, memory_map=False, TPCH-12, scale_factor=10, R 3.324 s 0.294
2022-11-05 00:21 R tpch arrow, native, memory_map=False, TPCH-06, scale_factor=0.1, R 0.114 s 0.507
2022-11-05 00:25 R tpch arrow, parquet, memory_map=False, TPCH-09, scale_factor=0.1, R 0.266 s 0.558
2022-11-05 00:30 R tpch arrow, parquet, memory_map=False, TPCH-12, scale_factor=0.1, R 0.276 s 0.057
2022-11-05 00:36 R tpch arrow, native, memory_map=False, TPCH-15, scale_factor=10, R 0.857 s 0.624
2022-11-05 00:22 R tpch arrow, parquet, memory_map=False, TPCH-06, scale_factor=10, R 2.516 s 0.137
2022-11-05 00:22 R tpch arrow, parquet, memory_map=False, TPCH-07, scale_factor=0.01, R 0.234 s 0.627
2022-11-05 00:25 R tpch arrow, native, memory_map=False, TPCH-09, scale_factor=0.01, R 0.185 s 0.822
2022-11-05 00:32 R tpch arrow, native, memory_map=False, TPCH-13, scale_factor=1, R 0.632 s 0.330
2022-11-05 00:32 R tpch arrow, parquet, memory_map=False, TPCH-13, scale_factor=1, R 0.871 s 0.306
2022-11-05 00:22 R tpch arrow, native, memory_map=False, TPCH-07, scale_factor=0.01, R 0.196 s 0.754
2022-11-05 00:37 R tpch arrow, parquet, memory_map=False, TPCH-16, scale_factor=0.01, R 0.168 s 0.390
2022-11-05 00:40 R tpch arrow, native, memory_map=False, TPCH-18, scale_factor=0.1, R 0.146 s 0.786
2022-11-05 00:45 R tpch arrow, native, memory_map=False, TPCH-20, scale_factor=10, R 0.774 s 0.851
2022-11-05 00:37 R tpch arrow, native, memory_map=False, TPCH-16, scale_factor=0.01, R 0.135 s 0.581
2022-11-05 00:45 R tpch arrow, parquet, memory_map=False, TPCH-20, scale_factor=0.1, R 0.297 s 0.506
2022-11-05 00:45 R tpch arrow, parquet, memory_map=False, TPCH-20, scale_factor=1, R 1.101 s 0.118
2022-11-05 00:27 R tpch arrow, parquet, memory_map=False, TPCH-10, scale_factor=0.01, R 0.210 s 0.616
2022-11-05 00:30 R tpch arrow, parquet, memory_map=False, TPCH-11, scale_factor=10, R 3.655 s 0.215
2022-11-05 00:30 R tpch arrow, parquet, memory_map=False, TPCH-12, scale_factor=0.01, R 0.181 s 0.270
2022-11-05 00:37 R tpch arrow, native, memory_map=False, TPCH-16, scale_factor=10, R 1.160 s 0.058
2022-11-05 00:40 R tpch arrow, parquet, memory_map=False, TPCH-18, scale_factor=1, R 0.521 s 0.279
2022-11-05 00:33 R tpch arrow, native, memory_map=False, TPCH-14, scale_factor=0.01, R 0.145 s 0.697
2022-11-05 00:36 R tpch arrow, native, memory_map=False, TPCH-15, scale_factor=1, R 0.206 s 0.733
2022-11-05 00:38 R tpch arrow, native, memory_map=False, TPCH-17, scale_factor=0.1, R 0.153 s 0.523
2022-11-05 00:40 R tpch arrow, parquet, memory_map=False, TPCH-17, scale_factor=10, R 9.276 s 0.637
2022-11-05 00:27 R tpch arrow, parquet, memory_map=False, TPCH-10, scale_factor=0.1, R 0.240 s 0.587
2022-11-05 00:33 R tpch arrow, parquet, memory_map=False, TPCH-13, scale_factor=10, R 7.119 s 0.990
2022-11-05 00:38 R tpch arrow, parquet, memory_map=False, TPCH-16, scale_factor=10, R 3.086 s 0.653
2022-11-05 00:40 R tpch arrow, parquet, memory_map=False, TPCH-18, scale_factor=0.01, R 0.172 s 0.436
2022-11-05 00:28 R tpch arrow, native, memory_map=False, TPCH-10, scale_factor=10, R 1.129 s 1.406
2022-11-05 00:30 R tpch arrow, native, memory_map=False, TPCH-12, scale_factor=1, R 0.465 s 0.400
2022-11-05 00:44 R tpch arrow, native, memory_map=False, TPCH-20, scale_factor=0.01, R 0.177 s 0.677
2022-11-05 00:29 R tpch arrow, parquet, memory_map=False, TPCH-11, scale_factor=0.1, R 0.222 s 0.365
2022-11-05 00:32 R tpch arrow, parquet, memory_map=False, TPCH-12, scale_factor=10, R 9.125 s 0.829
2022-11-05 00:36 R tpch arrow, parquet, memory_map=False, TPCH-15, scale_factor=0.1, R 0.201 s 0.476
2022-11-05 00:36 R tpch arrow, parquet, memory_map=False, TPCH-15, scale_factor=1, R 0.472 s 0.198
2022-11-05 00:37 R tpch arrow, parquet, memory_map=False, TPCH-16, scale_factor=0.1, R 0.204 s 0.606
2022-11-05 00:42 R tpch arrow, native, memory_map=False, TPCH-19, scale_factor=1, R 0.965 s -1.067
2022-11-05 00:46 R tpch arrow, parquet, memory_map=False, TPCH-20, scale_factor=10, R 8.157 s -0.804
2022-11-05 00:32 R tpch arrow, parquet, memory_map=False, TPCH-13, scale_factor=0.01, R 0.160 s 0.447
2022-11-05 00:32 R tpch arrow, parquet, memory_map=False, TPCH-13, scale_factor=0.1, R 0.280 s 0.675
2022-11-05 00:42 R tpch arrow, native, memory_map=False, TPCH-19, scale_factor=0.1, R 0.252 s -0.645
2022-11-05 00:46 R tpch arrow, native, memory_map=False, TPCH-21, scale_factor=0.01, R 0.261 s 0.733
2022-11-05 00:29 R tpch arrow, native, memory_map=False, TPCH-11, scale_factor=1, R 0.260 s 0.891
2022-11-05 00:30 R tpch arrow, native, memory_map=False, TPCH-12, scale_factor=0.1, R 0.197 s 0.666
2022-11-05 00:35 R tpch arrow, native, memory_map=False, TPCH-15, scale_factor=0.1, R 0.147 s 0.688
2022-11-05 00:46 R tpch arrow, parquet, memory_map=False, TPCH-21, scale_factor=0.01, R 0.313 s 0.541
2022-11-05 00:32 R tpch arrow, native, memory_map=False, TPCH-13, scale_factor=0.1, R 0.218 s 0.836
2022-11-05 00:35 R tpch arrow, parquet, memory_map=False, TPCH-14, scale_factor=10, R 7.525 s -0.526
2022-11-05 00:37 R tpch arrow, parquet, memory_map=False, TPCH-16, scale_factor=1, R 0.451 s 0.274
2022-11-05 00:38 R tpch arrow, parquet, memory_map=False, TPCH-17, scale_factor=0.1, R 0.277 s 0.540
2022-11-05 00:42 R tpch arrow, parquet, memory_map=False, TPCH-19, scale_factor=0.1, R 0.331 s -1.103
2022-11-05 00:43 R tpch arrow, native, memory_map=False, TPCH-19, scale_factor=10, R 10.175 s -0.086
2022-11-05 00:34 R tpch arrow, parquet, memory_map=False, TPCH-14, scale_factor=0.1, R 0.255 s 0.429
2022-11-05 00:40 R tpch arrow, parquet, memory_map=False, TPCH-18, scale_factor=0.1, R 0.194 s 0.495
2022-11-05 00:41 R tpch arrow, parquet, memory_map=False, TPCH-18, scale_factor=10, R 4.562 s 0.112
2022-11-05 00:47 R tpch arrow, parquet, memory_map=False, TPCH-21, scale_factor=1, R 3.169 s 0.286
2022-11-05 00:48 R tpch arrow, native, memory_map=False, TPCH-22, scale_factor=0.1, R 0.136 s 0.715
2022-11-05 00:34 R tpch arrow, parquet, memory_map=False, TPCH-14, scale_factor=0.01, R 0.185 s 0.385
2022-11-05 00:42 R tpch arrow, parquet, memory_map=False, TPCH-19, scale_factor=0.01, R 0.225 s -0.928
2022-11-05 00:46 R tpch arrow, parquet, memory_map=False, TPCH-21, scale_factor=0.1, R 0.576 s 0.237
2022-11-05 00:48 R tpch arrow, native, memory_map=False, TPCH-22, scale_factor=0.01, R 0.131 s 0.858
2022-11-05 00:35 R tpch arrow, native, memory_map=False, TPCH-14, scale_factor=10, R 2.167 s 0.550
2022-11-05 00:37 R tpch arrow, native, memory_map=False, TPCH-16, scale_factor=1, R 0.241 s 0.695
2022-11-05 00:38 R tpch arrow, native, memory_map=False, TPCH-17, scale_factor=1, R 0.216 s 0.647
2022-11-05 00:38 R tpch arrow, parquet, memory_map=False, TPCH-17, scale_factor=1, R 1.224 s 0.085
2022-11-05 00:34 R tpch arrow, native, memory_map=False, TPCH-14, scale_factor=1, R 0.352 s 0.304
2022-11-05 00:34 R tpch arrow, parquet, memory_map=False, TPCH-14, scale_factor=1, R 0.974 s -0.202
2022-11-05 00:37 R tpch arrow, native, memory_map=False, TPCH-16, scale_factor=0.1, R 0.153 s 0.575
2022-11-05 00:44 R tpch arrow, native, memory_map=False, TPCH-20, scale_factor=0.1, R 0.178 s 0.789
2022-11-05 00:39 R tpch arrow, native, memory_map=False, TPCH-17, scale_factor=10, R 0.846 s 0.853
2022-11-05 00:44 R tpch arrow, parquet, memory_map=False, TPCH-20, scale_factor=0.01, R 0.225 s 0.595
2022-11-05 00:47 R tpch arrow, native, memory_map=False, TPCH-21, scale_factor=1, R 2.596 s 0.509
2022-11-05 00:48 R tpch arrow, native, memory_map=False, TPCH-22, scale_factor=1, R 0.153 s 0.821
2022-11-05 00:49 R tpch arrow, native, memory_map=False, TPCH-22, scale_factor=10, R 0.322 s 0.353
2022-11-05 00:42 R tpch arrow, parquet, memory_map=False, TPCH-19, scale_factor=1, R 1.578 s -0.081
2022-11-05 00:41 R tpch arrow, native, memory_map=False, TPCH-19, scale_factor=0.01, R 0.183 s -0.709
2022-11-05 00:45 R tpch arrow, native, memory_map=False, TPCH-20, scale_factor=1, R 0.232 s 0.720
2022-11-05 00:46 R tpch arrow, native, memory_map=False, TPCH-21, scale_factor=0.1, R 0.471 s 0.730
2022-11-05 00:44 R tpch arrow, parquet, memory_map=False, TPCH-19, scale_factor=10, R 14.808 s -0.622
2022-11-05 00:48 R tpch arrow, parquet, memory_map=False, TPCH-22, scale_factor=0.1, R 0.186 s 0.696
2022-11-05 00:48 R tpch arrow, parquet, memory_map=False, TPCH-22, scale_factor=1, R 0.376 s 1.017
2022-11-05 00:48 R tpch arrow, parquet, memory_map=False, TPCH-22, scale_factor=0.01, R 0.167 s 0.554
2022-11-05 00:49 R tpch arrow, parquet, memory_map=False, TPCH-22, scale_factor=10, R 2.377 s 0.085