Benchmarks
Date Lang Batch Benchmark Mean Z-Score Error
2022-11-08 05:14 R tpch arrow, native, memory_map=False, TPCH-01, scale_factor=0.01, R 0.138 s 0.325
2022-11-08 05:23 R tpch arrow, parquet, memory_map=False, TPCH-06, scale_factor=10, R 2.506 s -1.001
2022-11-08 05:23 R tpch arrow, parquet, memory_map=False, TPCH-07, scale_factor=0.1, R 0.266 s 0.253
2022-11-08 05:15 R tpch arrow, native, memory_map=False, TPCH-01, scale_factor=0.1, R 0.152 s 0.223
2022-11-08 05:16 R tpch arrow, native, memory_map=False, TPCH-01, scale_factor=10, R 1.877 s 0.619
2022-11-08 05:19 R tpch arrow, native, memory_map=False, TPCH-04, scale_factor=1, R 0.246 s 0.654
2022-11-08 05:21 R tpch arrow, native, memory_map=False, TPCH-05, scale_factor=1, R 0.238 s 0.652
2022-11-08 05:28 R tpch arrow, parquet, memory_map=False, TPCH-10, scale_factor=0.01, R 0.209 s 0.564
2022-11-08 05:31 R tpch arrow, parquet, memory_map=False, TPCH-12, scale_factor=0.1, R 0.278 s -0.313
2022-11-08 05:16 R tpch arrow, parquet, memory_map=False, TPCH-02, scale_factor=0.1, R 0.241 s 0.457
2022-11-08 05:15 R tpch arrow, parquet, memory_map=False, TPCH-01, scale_factor=1, R 0.539 s 0.252
2022-11-08 05:16 R tpch arrow, parquet, memory_map=False, TPCH-02, scale_factor=1, R 0.319 s 0.588
2022-11-08 05:15 R tpch arrow, native, memory_map=False, TPCH-01, scale_factor=1, R 0.313 s 0.407
2022-11-08 05:16 R tpch arrow, native, memory_map=False, TPCH-02, scale_factor=0.1, R 0.197 s 0.646
2022-11-08 05:19 R tpch arrow, native, memory_map=False, TPCH-04, scale_factor=0.01, R 0.136 s 0.643
2022-11-08 05:20 R tpch arrow, native, memory_map=False, TPCH-05, scale_factor=0.1, R 0.182 s 0.698
2022-11-08 05:22 R tpch arrow, native, memory_map=False, TPCH-06, scale_factor=1, R 0.145 s 0.582
2022-11-08 05:27 R tpch arrow, parquet, memory_map=False, TPCH-09, scale_factor=1, R 0.610 s 0.461
2022-11-08 05:40 R tpch arrow, native, memory_map=False, TPCH-17, scale_factor=1, R 0.215 s 0.617
2022-11-08 05:18 R tpch arrow, parquet, memory_map=False, TPCH-03, scale_factor=10, R 3.090 s -1.367
2022-11-08 05:19 R tpch arrow, parquet, memory_map=False, TPCH-04, scale_factor=0.1, R 0.170 s 0.679
2022-11-08 05:20 R tpch arrow, parquet, memory_map=False, TPCH-04, scale_factor=10, R 1.059 s 1.015
2022-11-08 05:27 R tpch arrow, native, memory_map=False, TPCH-09, scale_factor=0.1, R 0.200 s 0.727
2022-11-08 05:27 R tpch arrow, native, memory_map=False, TPCH-09, scale_factor=1, R 0.295 s 0.687
2022-11-08 05:28 R tpch arrow, native, memory_map=False, TPCH-10, scale_factor=0.01, R 0.173 s 0.750
2022-11-08 05:28 R tpch arrow, native, memory_map=False, TPCH-10, scale_factor=0.1, R 0.181 s 0.503
2022-11-08 05:16 R tpch arrow, parquet, memory_map=False, TPCH-02, scale_factor=0.01, R 0.230 s 0.474
2022-11-08 05:17 R tpch arrow, parquet, memory_map=False, TPCH-02, scale_factor=10, R 1.174 s -0.056
2022-11-08 05:17 R tpch arrow, parquet, memory_map=False, TPCH-03, scale_factor=0.01, R 0.191 s 0.460
2022-11-08 05:34 R tpch arrow, native, memory_map=False, TPCH-13, scale_factor=10, R 5.005 s 0.660
2022-11-08 05:37 R tpch arrow, native, memory_map=False, TPCH-15, scale_factor=1, R 0.205 s 0.678
2022-11-08 05:38 R tpch arrow, parquet, memory_map=False, TPCH-16, scale_factor=1, R 0.449 s 0.418
2022-11-08 05:39 R tpch arrow, parquet, memory_map=False, TPCH-17, scale_factor=0.01, R 0.192 s 0.444
2022-11-08 05:43 R tpch arrow, parquet, memory_map=False, TPCH-19, scale_factor=1, R 1.582 s -0.514
2022-11-08 05:49 R tpch arrow, native, memory_map=False, TPCH-22, scale_factor=0.01, R 0.132 s 0.654
2022-11-08 05:49 R tpch arrow, native, memory_map=False, TPCH-22, scale_factor=0.1, R 0.135 s 0.653
2022-11-08 05:19 R tpch arrow, native, memory_map=False, TPCH-04, scale_factor=0.1, R 0.145 s 0.485
2022-11-08 05:20 R tpch arrow, native, memory_map=False, TPCH-05, scale_factor=0.01, R 0.177 s 0.731
2022-11-08 05:17 R tpch arrow, native, memory_map=False, TPCH-03, scale_factor=0.1, R 0.165 s 0.702
2022-11-08 05:17 R tpch arrow, native, memory_map=False, TPCH-03, scale_factor=1, R 0.272 s 0.729
2022-11-08 05:23 R tpch arrow, native, memory_map=False, TPCH-06, scale_factor=10, R 0.463 s 0.719
2022-11-08 05:23 R tpch arrow, native, memory_map=False, TPCH-07, scale_factor=0.1, R 0.198 s 0.692
2022-11-08 05:31 R tpch arrow, parquet, memory_map=False, TPCH-11, scale_factor=10, R 3.636 s 0.154
2022-11-08 05:38 R tpch arrow, parquet, memory_map=False, TPCH-16, scale_factor=0.1, R 0.205 s 0.455
2022-11-08 05:17 R tpch arrow, parquet, memory_map=False, TPCH-03, scale_factor=0.1, R 0.214 s 0.662
2022-11-08 05:25 R tpch arrow, native, memory_map=False, TPCH-08, scale_factor=0.01, R 0.224 s 0.684
2022-11-08 05:39 R tpch arrow, parquet, memory_map=False, TPCH-17, scale_factor=0.1, R 0.277 s 0.489
2022-11-08 05:47 R tpch arrow, native, memory_map=False, TPCH-21, scale_factor=0.01, R 0.261 s 0.647
2022-11-08 05:15 R tpch arrow, parquet, memory_map=False, TPCH-01, scale_factor=0.1, R 0.200 s 0.673
2022-11-08 05:16 R tpch arrow, parquet, memory_map=False, TPCH-01, scale_factor=10, R 3.521 s 0.087
2022-11-08 05:18 R tpch arrow, parquet, memory_map=False, TPCH-03, scale_factor=1, R 0.473 s 0.302
2022-11-08 05:24 R tpch arrow, native, memory_map=False, TPCH-07, scale_factor=10, R 0.943 s 0.778
2022-11-08 05:25 R tpch arrow, native, memory_map=False, TPCH-08, scale_factor=0.1, R 0.231 s 0.583
2022-11-08 05:28 R tpch arrow, native, memory_map=False, TPCH-09, scale_factor=10, R 1.130 s 0.660
2022-11-08 05:31 R tpch arrow, native, memory_map=False, TPCH-12, scale_factor=0.01, R 0.142 s 0.408
2022-11-08 05:35 R tpch arrow, native, memory_map=False, TPCH-14, scale_factor=0.1, R 0.169 s 0.509
2022-11-08 05:40 R tpch arrow, parquet, memory_map=False, TPCH-17, scale_factor=1, R 1.237 s -0.515
2022-11-08 05:45 R tpch arrow, native, memory_map=False, TPCH-20, scale_factor=0.01, R 0.177 s 0.534
2022-11-08 05:22 R tpch arrow, parquet, memory_map=False, TPCH-06, scale_factor=0.1, R 0.165 s 0.309
2022-11-08 05:38 R tpch arrow, native, memory_map=False, TPCH-16, scale_factor=0.01, R 0.133 s 0.645
2022-11-08 05:41 R tpch arrow, native, memory_map=False, TPCH-18, scale_factor=0.1, R 0.148 s 0.468
2022-11-08 05:26 R tpch arrow, parquet, memory_map=False, TPCH-08, scale_factor=10, R 3.361 s -0.918
2022-11-08 05:26 R tpch arrow, parquet, memory_map=False, TPCH-09, scale_factor=0.01, R 0.225 s 0.590
2022-11-08 05:30 R tpch arrow, parquet, memory_map=False, TPCH-11, scale_factor=1, R 0.510 s 0.494
2022-11-08 05:37 R tpch arrow, parquet, memory_map=False, TPCH-15, scale_factor=0.1, R 0.201 s 0.536
2022-11-08 05:37 R tpch arrow, parquet, memory_map=False, TPCH-15, scale_factor=1, R 0.477 s -0.309
2022-11-08 05:16 R tpch arrow, native, memory_map=False, TPCH-02, scale_factor=1, R 0.255 s 0.540
2022-11-08 05:24 R tpch arrow, native, memory_map=False, TPCH-07, scale_factor=1, R 0.273 s 0.679
2022-11-08 05:28 R tpch arrow, parquet, memory_map=False, TPCH-09, scale_factor=10, R 3.946 s 0.223
2022-11-08 05:34 R tpch arrow, parquet, memory_map=False, TPCH-13, scale_factor=1, R 0.873 s 0.088
2022-11-08 05:50 R tpch arrow, parquet, memory_map=False, TPCH-22, scale_factor=1, R 0.379 s 0.707
2022-11-08 05:14 R tpch arrow, parquet, memory_map=False, TPCH-01, scale_factor=0.01, R 0.169 s 0.603
2022-11-08 05:21 R tpch arrow, parquet, memory_map=False, TPCH-05, scale_factor=1, R 0.510 s 0.568
2022-11-08 05:25 R tpch arrow, native, memory_map=False, TPCH-08, scale_factor=1, R 0.263 s 0.679
2022-11-08 05:26 R tpch arrow, native, memory_map=False, TPCH-08, scale_factor=10, R 0.647 s 0.808
2022-11-08 05:33 R tpch arrow, native, memory_map=False, TPCH-13, scale_factor=1, R 0.629 s 0.643
2022-11-08 05:46 R tpch arrow, native, memory_map=False, TPCH-20, scale_factor=1, R 0.231 s 0.747
2022-11-08 05:19 R tpch arrow, parquet, memory_map=False, TPCH-04, scale_factor=0.01, R 0.162 s 0.614
2022-11-08 05:22 R tpch arrow, parquet, memory_map=False, TPCH-06, scale_factor=0.01, R 0.140 s 0.597
2022-11-08 05:22 R tpch arrow, parquet, memory_map=False, TPCH-06, scale_factor=1, R 0.387 s 0.159
2022-11-08 05:30 R tpch arrow, native, memory_map=False, TPCH-11, scale_factor=0.01, R 0.143 s 0.720
2022-11-08 05:30 R tpch arrow, native, memory_map=False, TPCH-11, scale_factor=1, R 0.262 s 0.646
2022-11-08 05:31 R tpch arrow, native, memory_map=False, TPCH-12, scale_factor=0.1, R 0.198 s 0.514
2022-11-08 05:31 R tpch arrow, native, memory_map=False, TPCH-12, scale_factor=1, R 0.461 s 0.773
2022-11-08 05:33 R tpch arrow, native, memory_map=False, TPCH-13, scale_factor=0.01, R 0.125 s 0.485
2022-11-08 05:36 R tpch arrow, native, memory_map=False, TPCH-14, scale_factor=10, R 2.167 s 0.426
2022-11-08 05:38 R tpch arrow, native, memory_map=False, TPCH-16, scale_factor=0.1, R 0.151 s 0.709
2022-11-08 05:41 R tpch arrow, native, memory_map=False, TPCH-18, scale_factor=0.01, R 0.134 s 0.628
2022-11-08 05:49 R tpch arrow, native, memory_map=False, TPCH-22, scale_factor=1, R 0.154 s 0.586
2022-11-08 05:16 R tpch arrow, native, memory_map=False, TPCH-02, scale_factor=0.01, R 0.191 s 0.543
2022-11-08 05:20 R tpch arrow, native, memory_map=False, TPCH-04, scale_factor=10, R 1.211 s 1.186
2022-11-08 05:21 R tpch arrow, native, memory_map=False, TPCH-05, scale_factor=10, R 0.810 s 0.909
2022-11-08 05:23 R tpch arrow, native, memory_map=False, TPCH-07, scale_factor=0.01, R 0.195 s 0.666
2022-11-08 05:28 R tpch arrow, parquet, memory_map=False, TPCH-10, scale_factor=0.1, R 0.241 s 0.482
2022-11-08 05:30 R tpch arrow, parquet, memory_map=False, TPCH-10, scale_factor=10, R 3.320 s -1.244
2022-11-08 05:30 R tpch arrow, parquet, memory_map=False, TPCH-11, scale_factor=0.1, R 0.221 s 0.387
2022-11-08 05:33 R tpch arrow, parquet, memory_map=False, TPCH-12, scale_factor=10, R 9.192 s -0.427
2022-11-08 05:35 R tpch arrow, parquet, memory_map=False, TPCH-14, scale_factor=0.1, R 0.255 s 0.276
2022-11-08 05:43 R tpch arrow, parquet, memory_map=False, TPCH-19, scale_factor=0.01, R 0.224 s -0.714
2022-11-08 05:48 R tpch arrow, parquet, memory_map=False, TPCH-21, scale_factor=1, R 3.154 s 0.906
2022-11-08 05:17 R tpch arrow, native, memory_map=False, TPCH-02, scale_factor=10, R 0.832 s 0.791
2022-11-08 05:17 R tpch arrow, native, memory_map=False, TPCH-03, scale_factor=0.01, R 0.157 s 0.676
2022-11-08 05:25 R tpch arrow, parquet, memory_map=False, TPCH-08, scale_factor=0.01, R 0.273 s 0.560
2022-11-08 05:27 R tpch arrow, parquet, memory_map=False, TPCH-09, scale_factor=0.1, R 0.267 s 0.449
2022-11-08 05:31 R tpch arrow, parquet, memory_map=False, TPCH-12, scale_factor=0.01, R 0.181 s 0.216
2022-11-08 05:33 R tpch arrow, parquet, memory_map=False, TPCH-13, scale_factor=0.1, R 0.280 s 0.614
2022-11-08 05:35 R tpch arrow, parquet, memory_map=False, TPCH-14, scale_factor=1, R 0.972 s -0.029
2022-11-08 05:39 R tpch arrow, parquet, memory_map=False, TPCH-16, scale_factor=10, R 3.085 s 0.676
2022-11-08 05:48 R tpch arrow, parquet, memory_map=False, TPCH-21, scale_factor=0.1, R 0.582 s 0.156
2022-11-08 05:49 R tpch arrow, parquet, memory_map=False, TPCH-22, scale_factor=0.1, R 0.189 s 0.245
2022-11-08 05:18 R tpch arrow, native, memory_map=False, TPCH-03, scale_factor=10, R 1.371 s 0.563
2022-11-08 05:22 R tpch arrow, native, memory_map=False, TPCH-06, scale_factor=0.01, R 0.111 s 0.597
2022-11-08 05:22 R tpch arrow, native, memory_map=False, TPCH-06, scale_factor=0.1, R 0.113 s 0.537
2022-11-08 05:25 R tpch arrow, parquet, memory_map=False, TPCH-07, scale_factor=10, R 3.148 s 0.038
2022-11-08 05:29 R tpch arrow, parquet, memory_map=False, TPCH-10, scale_factor=1, R 0.529 s 0.565
2022-11-08 05:34 R tpch arrow, parquet, memory_map=False, TPCH-13, scale_factor=10, R 7.107 s 1.526
2022-11-08 05:35 R tpch arrow, parquet, memory_map=False, TPCH-14, scale_factor=0.01, R 0.184 s 0.403
2022-11-08 05:38 R tpch arrow, parquet, memory_map=False, TPCH-15, scale_factor=10, R 3.163 s -4.568
2022-11-08 05:43 R tpch arrow, parquet, memory_map=False, TPCH-18, scale_factor=10, R 4.160 s 2.532
2022-11-08 05:45 R tpch arrow, parquet, memory_map=False, TPCH-19, scale_factor=10, R 14.800 s -0.369
2022-11-08 05:19 R tpch arrow, parquet, memory_map=False, TPCH-04, scale_factor=1, R 0.268 s 0.632
2022-11-08 05:20 R tpch arrow, parquet, memory_map=False, TPCH-05, scale_factor=0.01, R 0.220 s 0.492
2022-11-08 05:22 R tpch arrow, parquet, memory_map=False, TPCH-05, scale_factor=10, R 3.114 s 0.081
2022-11-08 05:23 R tpch arrow, parquet, memory_map=False, TPCH-07, scale_factor=0.01, R 0.234 s 0.539
2022-11-08 05:26 R tpch arrow, native, memory_map=False, TPCH-09, scale_factor=0.01, R 0.184 s 0.747
2022-11-08 05:29 R tpch arrow, native, memory_map=False, TPCH-10, scale_factor=1, R 0.271 s 0.757
2022-11-08 05:29 R tpch arrow, native, memory_map=False, TPCH-10, scale_factor=10, R 1.132 s 1.133
2022-11-08 05:32 R tpch arrow, native, memory_map=False, TPCH-12, scale_factor=10, R 3.327 s -0.149
2022-11-08 05:33 R tpch arrow, native, memory_map=False, TPCH-13, scale_factor=0.1, R 0.218 s 0.714
2022-11-08 05:35 R tpch arrow, native, memory_map=False, TPCH-14, scale_factor=1, R 0.348 s 0.777
2022-11-08 05:36 R tpch arrow, native, memory_map=False, TPCH-15, scale_factor=0.01, R 0.141 s 0.752
2022-11-08 05:38 R tpch arrow, native, memory_map=False, TPCH-15, scale_factor=10, R 0.855 s 0.778
2022-11-08 05:40 R tpch arrow, native, memory_map=False, TPCH-17, scale_factor=10, R 0.848 s 0.651
2022-11-08 05:42 R tpch arrow, native, memory_map=False, TPCH-18, scale_factor=10, R 2.977 s 1.305
2022-11-08 05:20 R tpch arrow, parquet, memory_map=False, TPCH-05, scale_factor=0.1, R 0.249 s 0.516
2022-11-08 05:25 R tpch arrow, parquet, memory_map=False, TPCH-08, scale_factor=1, R 0.567 s 0.492
2022-11-08 05:44 R tpch arrow, native, memory_map=False, TPCH-19, scale_factor=10, R 10.151 s 0.494
2022-11-08 05:46 R tpch arrow, native, memory_map=False, TPCH-20, scale_factor=0.1, R 0.178 s 0.750
2022-11-08 05:47 R tpch arrow, native, memory_map=False, TPCH-20, scale_factor=10, R 0.770 s 1.010
2022-11-08 05:48 R tpch arrow, native, memory_map=False, TPCH-21, scale_factor=0.1, R 0.474 s 0.533
2022-11-08 05:25 R tpch arrow, parquet, memory_map=False, TPCH-08, scale_factor=0.1, R 0.300 s 0.598
2022-11-08 05:30 R tpch arrow, parquet, memory_map=False, TPCH-11, scale_factor=0.01, R 0.181 s 0.528
2022-11-08 05:32 R tpch arrow, parquet, memory_map=False, TPCH-12, scale_factor=1, R 1.150 s 0.598
2022-11-08 05:33 R tpch arrow, parquet, memory_map=False, TPCH-13, scale_factor=0.01, R 0.159 s 0.469
2022-11-08 05:41 R tpch arrow, parquet, memory_map=False, TPCH-18, scale_factor=1, R 0.528 s 0.226
2022-11-08 05:45 R tpch arrow, parquet, memory_map=False, TPCH-20, scale_factor=0.01, R 0.226 s 0.431
2022-11-08 05:47 R tpch arrow, parquet, memory_map=False, TPCH-21, scale_factor=0.01, R 0.313 s 0.435
2022-11-08 05:24 R tpch arrow, parquet, memory_map=False, TPCH-07, scale_factor=1, R 0.533 s 0.388
2022-11-08 05:48 R tpch arrow, native, memory_map=False, TPCH-21, scale_factor=1, R 2.594 s 0.467
2022-11-08 05:36 R tpch arrow, parquet, memory_map=False, TPCH-14, scale_factor=10, R 7.478 s 0.777
2022-11-08 05:39 R tpch arrow, native, memory_map=False, TPCH-16, scale_factor=10, R 1.159 s 0.088
2022-11-08 05:39 R tpch arrow, native, memory_map=False, TPCH-17, scale_factor=0.1, R 0.151 s 0.558
2022-11-08 05:43 R tpch arrow, parquet, memory_map=False, TPCH-19, scale_factor=0.1, R 0.330 s -0.934
2022-11-08 05:46 R tpch arrow, parquet, memory_map=False, TPCH-20, scale_factor=1, R 1.097 s 0.297
2022-11-08 05:49 R tpch arrow, parquet, memory_map=False, TPCH-22, scale_factor=0.01, R 0.168 s 0.392
2022-11-08 05:30 R tpch arrow, native, memory_map=False, TPCH-11, scale_factor=0.1, R 0.159 s 0.618
2022-11-08 05:30 R tpch arrow, native, memory_map=False, TPCH-11, scale_factor=10, R 1.459 s 0.203
2022-11-08 05:35 R tpch arrow, native, memory_map=False, TPCH-14, scale_factor=0.01, R 0.146 s 0.423
2022-11-08 05:37 R tpch arrow, native, memory_map=False, TPCH-15, scale_factor=0.1, R 0.146 s 0.669
2022-11-08 05:38 R tpch arrow, native, memory_map=False, TPCH-16, scale_factor=1, R 0.240 s 0.653
2022-11-08 05:41 R tpch arrow, native, memory_map=False, TPCH-18, scale_factor=1, R 0.327 s 0.726
2022-11-08 05:37 R tpch arrow, parquet, memory_map=False, TPCH-15, scale_factor=0.01, R 0.175 s 0.458
2022-11-08 05:38 R tpch arrow, parquet, memory_map=False, TPCH-16, scale_factor=0.01, R 0.166 s 0.522
2022-11-08 05:39 R tpch arrow, native, memory_map=False, TPCH-17, scale_factor=0.01, R 0.147 s 0.624
2022-11-08 05:41 R tpch arrow, parquet, memory_map=False, TPCH-18, scale_factor=0.01, R 0.170 s 0.581
2022-11-08 05:41 R tpch arrow, parquet, memory_map=False, TPCH-18, scale_factor=0.1, R 0.196 s 0.340
2022-11-08 05:46 R tpch arrow, parquet, memory_map=False, TPCH-20, scale_factor=0.1, R 0.295 s 0.558
2022-11-08 05:41 R tpch arrow, parquet, memory_map=False, TPCH-17, scale_factor=10, R 9.312 s 0.566
2022-11-08 05:47 R tpch arrow, parquet, memory_map=False, TPCH-20, scale_factor=10, R 8.158 s -0.816
2022-11-08 05:43 R tpch arrow, native, memory_map=False, TPCH-19, scale_factor=0.01, R 0.181 s -0.440
2022-11-08 05:43 R tpch arrow, native, memory_map=False, TPCH-19, scale_factor=0.1, R 0.251 s -0.523
2022-11-08 05:43 R tpch arrow, native, memory_map=False, TPCH-19, scale_factor=1, R 0.962 s -0.651
2022-11-08 05:50 R tpch arrow, native, memory_map=False, TPCH-22, scale_factor=10, R 0.319 s 0.709
2022-11-08 05:50 R tpch arrow, parquet, memory_map=False, TPCH-22, scale_factor=10, R 2.356 s 1.114