Benchmarks
Date Lang Batch Benchmark Mean Z-Score Error
2022-11-06 15:18 R tpch arrow, parquet, memory_map=False, TPCH-04, scale_factor=1, R 0.267 s 0.214
2022-11-06 15:20 R tpch arrow, parquet, memory_map=False, TPCH-06, scale_factor=0.01, R 0.142 s 0.418
2022-11-06 15:13 R tpch arrow, parquet, memory_map=False, TPCH-01, scale_factor=1, R 0.539 s 0.187
2022-11-06 15:15 R tpch arrow, parquet, memory_map=False, TPCH-02, scale_factor=0.01, R 0.230 s 0.523
2022-11-06 15:16 R tpch arrow, native, memory_map=False, TPCH-03, scale_factor=1, R 0.273 s 0.723
2022-11-06 15:20 R tpch arrow, native, memory_map=False, TPCH-05, scale_factor=10, R 0.811 s 0.927
2022-11-06 15:13 R tpch arrow, parquet, memory_map=False, TPCH-01, scale_factor=0.1, R 0.202 s 0.440
2022-11-06 15:20 R tpch arrow, parquet, memory_map=False, TPCH-05, scale_factor=10, R 3.102 s 0.186
2022-11-06 15:22 R tpch arrow, parquet, memory_map=False, TPCH-07, scale_factor=0.1, R 0.263 s 0.537
2022-11-06 15:36 R tpch arrow, native, memory_map=False, TPCH-16, scale_factor=0.01, R 0.133 s 0.705
2022-11-06 15:46 R tpch arrow, parquet, memory_map=False, TPCH-21, scale_factor=0.01, R 0.312 s 0.541
2022-11-06 15:13 R tpch arrow, native, memory_map=False, TPCH-01, scale_factor=0.1, R 0.153 s 0.133
2022-11-06 15:19 R tpch arrow, parquet, memory_map=False, TPCH-05, scale_factor=0.1, R 0.250 s 0.556
2022-11-06 15:22 R tpch arrow, parquet, memory_map=False, TPCH-07, scale_factor=0.01, R 0.235 s 0.569
2022-11-06 15:23 R tpch arrow, parquet, memory_map=False, TPCH-08, scale_factor=0.01, R 0.274 s 0.589
2022-11-06 15:28 R tpch arrow, native, memory_map=False, TPCH-10, scale_factor=10, R 1.129 s 1.391
2022-11-06 15:17 R tpch arrow, parquet, memory_map=False, TPCH-04, scale_factor=0.01, R 0.163 s 0.614
2022-11-06 15:19 R tpch arrow, native, memory_map=False, TPCH-05, scale_factor=1, R 0.235 s 0.861
2022-11-06 15:23 R tpch arrow, native, memory_map=False, TPCH-07, scale_factor=10, R 0.947 s 0.688
2022-11-06 15:23 R tpch arrow, native, memory_map=False, TPCH-08, scale_factor=0.01, R 0.224 s 0.766
2022-11-06 15:15 R tpch arrow, parquet, memory_map=False, TPCH-02, scale_factor=10, R 1.218 s 0.003
2022-11-06 15:22 R tpch arrow, native, memory_map=False, TPCH-07, scale_factor=0.01, R 0.196 s 0.731
2022-11-06 15:23 R tpch arrow, native, memory_map=False, TPCH-08, scale_factor=0.1, R 0.228 s 0.747
2022-11-06 15:29 R tpch arrow, parquet, memory_map=False, TPCH-11, scale_factor=0.1, R 0.221 s 0.442
2022-11-06 15:13 R tpch arrow, parquet, memory_map=False, TPCH-01, scale_factor=0.01, R 0.171 s 0.389
2022-11-06 15:15 R tpch arrow, parquet, memory_map=False, TPCH-02, scale_factor=0.1, R 0.242 s 0.479
2022-11-06 15:17 R tpch arrow, native, memory_map=False, TPCH-04, scale_factor=0.1, R 0.142 s 0.816
2022-11-06 15:13 R tpch arrow, native, memory_map=False, TPCH-01, scale_factor=0.01, R 0.139 s 0.250
2022-11-06 15:27 R tpch arrow, native, memory_map=False, TPCH-10, scale_factor=0.1, R 0.181 s 0.554
2022-11-06 15:29 R tpch arrow, native, memory_map=False, TPCH-11, scale_factor=1, R 0.261 s 0.820
2022-11-06 15:35 R tpch arrow, native, memory_map=False, TPCH-15, scale_factor=1, R 0.207 s 0.566
2022-11-06 15:15 R tpch arrow, native, memory_map=False, TPCH-02, scale_factor=10, R 0.840 s 0.559
2022-11-06 15:25 R tpch arrow, native, memory_map=False, TPCH-09, scale_factor=0.01, R 0.184 s 0.831
2022-11-06 15:30 R tpch arrow, native, memory_map=False, TPCH-12, scale_factor=0.1, R 0.198 s 0.457
2022-11-06 15:32 R tpch arrow, parquet, memory_map=False, TPCH-13, scale_factor=1, R 0.871 s 0.337
2022-11-06 15:41 R tpch arrow, native, memory_map=False, TPCH-18, scale_factor=10, R 2.989 s 0.971
2022-11-06 15:42 R tpch arrow, native, memory_map=False, TPCH-19, scale_factor=1, R 0.963 s -0.850
2022-11-06 15:16 R tpch arrow, native, memory_map=False, TPCH-03, scale_factor=0.01, R 0.158 s 0.713
2022-11-06 15:18 R tpch arrow, native, memory_map=False, TPCH-04, scale_factor=10, R 1.215 s 1.042
2022-11-06 15:25 R tpch arrow, parquet, memory_map=False, TPCH-09, scale_factor=0.01, R 0.225 s 0.673
2022-11-06 15:29 R tpch arrow, parquet, memory_map=False, TPCH-11, scale_factor=1, R 0.508 s 0.718
2022-11-06 15:29 R tpch arrow, parquet, memory_map=False, TPCH-11, scale_factor=10, R 3.635 s 0.878
2022-11-06 15:31 R tpch arrow, native, memory_map=False, TPCH-12, scale_factor=10, R 3.320 s 0.690
2022-11-06 15:37 R tpch arrow, parquet, memory_map=False, TPCH-16, scale_factor=0.1, R 0.205 s 0.511
2022-11-06 15:13 R tpch arrow, native, memory_map=False, TPCH-01, scale_factor=1, R 0.312 s 0.673
2022-11-06 15:14 R tpch arrow, native, memory_map=False, TPCH-01, scale_factor=10, R 1.987 s -3.717
2022-11-06 15:24 R tpch arrow, parquet, memory_map=False, TPCH-08, scale_factor=1, R 0.576 s 0.199
2022-11-06 15:25 R tpch arrow, native, memory_map=False, TPCH-08, scale_factor=10, R 0.648 s 0.862
2022-11-06 15:32 R tpch arrow, parquet, memory_map=False, TPCH-13, scale_factor=0.01, R 0.158 s 0.638
2022-11-06 15:33 R tpch arrow, parquet, memory_map=False, TPCH-13, scale_factor=10, R 7.147 s -0.394
2022-11-06 15:41 R tpch arrow, native, memory_map=False, TPCH-19, scale_factor=0.01, R 0.182 s -0.644
2022-11-06 15:46 R tpch arrow, parquet, memory_map=False, TPCH-20, scale_factor=10, R 8.122 s 0.189
2022-11-06 15:15 R tpch arrow, parquet, memory_map=False, TPCH-02, scale_factor=1, R 0.319 s 0.463
2022-11-06 15:19 R tpch arrow, native, memory_map=False, TPCH-05, scale_factor=0.1, R 0.180 s 0.862
2022-11-06 15:25 R tpch arrow, parquet, memory_map=False, TPCH-09, scale_factor=0.1, R 0.265 s 0.604
2022-11-06 15:27 R tpch arrow, parquet, memory_map=False, TPCH-10, scale_factor=1, R 0.532 s 0.214
2022-11-06 15:37 R tpch arrow, parquet, memory_map=False, TPCH-16, scale_factor=0.01, R 0.167 s 0.515
2022-11-06 15:41 R tpch arrow, parquet, memory_map=False, TPCH-18, scale_factor=10, R 4.521 s 0.104
2022-11-06 15:44 R tpch arrow, native, memory_map=False, TPCH-20, scale_factor=0.01, R 0.175 s 0.806
2022-11-06 15:48 R tpch arrow, native, memory_map=False, TPCH-22, scale_factor=0.01, R 0.133 s 0.647
2022-11-06 15:48 R tpch arrow, native, memory_map=False, TPCH-22, scale_factor=10, R 0.319 s 0.828
2022-11-06 15:15 R tpch arrow, native, memory_map=False, TPCH-02, scale_factor=0.1, R 0.198 s 0.677
2022-11-06 15:16 R tpch arrow, parquet, memory_map=False, TPCH-03, scale_factor=0.1, R 0.216 s 0.552
2022-11-06 15:16 R tpch arrow, parquet, memory_map=False, TPCH-03, scale_factor=1, R 0.471 s 0.222
2022-11-06 15:19 R tpch arrow, parquet, memory_map=False, TPCH-05, scale_factor=0.01, R 0.219 s 0.641
2022-11-06 15:21 R tpch arrow, parquet, memory_map=False, TPCH-06, scale_factor=0.1, R 0.164 s 0.423
2022-11-06 15:27 R tpch arrow, native, memory_map=False, TPCH-10, scale_factor=0.01, R 0.174 s 0.775
2022-11-06 15:30 R tpch arrow, native, memory_map=False, TPCH-12, scale_factor=1, R 0.462 s 0.713
2022-11-06 15:38 R tpch arrow, native, memory_map=False, TPCH-17, scale_factor=0.01, R 0.148 s 0.644
2022-11-06 15:46 R tpch arrow, parquet, memory_map=False, TPCH-21, scale_factor=0.1, R 0.581 s 0.188
2022-11-06 15:14 R tpch arrow, native, memory_map=False, TPCH-02, scale_factor=0.01, R 0.189 s 0.713
2022-11-06 15:16 R tpch arrow, parquet, memory_map=False, TPCH-03, scale_factor=0.01, R 0.189 s 0.650
2022-11-06 15:19 R tpch arrow, parquet, memory_map=False, TPCH-04, scale_factor=10, R 1.066 s 0.163
2022-11-06 15:25 R tpch arrow, native, memory_map=False, TPCH-09, scale_factor=1, R 0.294 s 0.807
2022-11-06 15:27 R tpch arrow, native, memory_map=False, TPCH-10, scale_factor=1, R 0.270 s 0.941
2022-11-06 15:28 R tpch arrow, native, memory_map=False, TPCH-11, scale_factor=0.01, R 0.144 s 0.704
2022-11-06 15:38 R tpch arrow, native, memory_map=False, TPCH-17, scale_factor=1, R 0.214 s 0.771
2022-11-06 15:39 R tpch arrow, native, memory_map=False, TPCH-17, scale_factor=10, R 0.846 s 0.851
2022-11-06 15:40 R tpch arrow, native, memory_map=False, TPCH-18, scale_factor=0.1, R 0.146 s 0.709
2022-11-06 15:15 R tpch arrow, native, memory_map=False, TPCH-02, scale_factor=1, R 0.254 s 0.698
2022-11-06 15:17 R tpch arrow, parquet, memory_map=False, TPCH-03, scale_factor=10, R 3.056 s 0.131
2022-11-06 15:17 R tpch arrow, parquet, memory_map=False, TPCH-04, scale_factor=0.1, R 0.171 s 0.497
2022-11-06 15:22 R tpch arrow, parquet, memory_map=False, TPCH-06, scale_factor=10, R 2.517 s 0.089
2022-11-06 15:23 R tpch arrow, parquet, memory_map=False, TPCH-07, scale_factor=10, R 3.151 s 0.143
2022-11-06 15:24 R tpch arrow, parquet, memory_map=False, TPCH-08, scale_factor=0.1, R 0.305 s 0.462
2022-11-06 15:29 R tpch arrow, native, memory_map=False, TPCH-12, scale_factor=0.01, R 0.142 s 0.393
2022-11-06 15:33 R tpch arrow, parquet, memory_map=False, TPCH-14, scale_factor=0.01, R 0.185 s 0.368
2022-11-06 15:35 R tpch arrow, parquet, memory_map=False, TPCH-14, scale_factor=10, R 7.522 s -0.475
2022-11-06 15:35 R tpch arrow, parquet, memory_map=False, TPCH-15, scale_factor=0.01, R 0.175 s 0.520
2022-11-06 15:35 R tpch arrow, native, memory_map=False, TPCH-15, scale_factor=0.1, R 0.147 s 0.622
2022-11-06 15:36 R tpch arrow, native, memory_map=False, TPCH-15, scale_factor=10, R 0.865 s 0.004
2022-11-06 15:14 R tpch arrow, parquet, memory_map=False, TPCH-01, scale_factor=10, R 3.516 s 0.179
2022-11-06 15:22 R tpch arrow, native, memory_map=False, TPCH-07, scale_factor=0.1, R 0.199 s 0.752
2022-11-06 15:26 R tpch arrow, parquet, memory_map=False, TPCH-09, scale_factor=1, R 0.611 s 0.244
2022-11-06 15:30 R tpch arrow, parquet, memory_map=False, TPCH-12, scale_factor=0.01, R 0.179 s 0.497
2022-11-06 15:38 R tpch arrow, parquet, memory_map=False, TPCH-16, scale_factor=10, R 3.185 s -3.531
2022-11-06 15:41 R tpch arrow, parquet, memory_map=False, TPCH-19, scale_factor=0.01, R 0.224 s -0.826
2022-11-06 15:42 R tpch arrow, parquet, memory_map=False, TPCH-19, scale_factor=1, R 1.577 s -0.062
2022-11-06 15:45 R tpch arrow, native, memory_map=False, TPCH-20, scale_factor=10, R 0.771 s 0.978
2022-11-06 15:46 R tpch arrow, native, memory_map=False, TPCH-21, scale_factor=0.01, R 0.261 s 0.711
2022-11-06 15:16 R tpch arrow, native, memory_map=False, TPCH-03, scale_factor=0.1, R 0.165 s 0.741
2022-11-06 15:17 R tpch arrow, native, memory_map=False, TPCH-03, scale_factor=10, R 1.370 s 0.702
2022-11-06 15:17 R tpch arrow, native, memory_map=False, TPCH-04, scale_factor=0.01, R 0.135 s 0.894
2022-11-06 15:20 R tpch arrow, native, memory_map=False, TPCH-06, scale_factor=0.01, R 0.111 s 0.594
2022-11-06 15:20 R tpch arrow, native, memory_map=False, TPCH-06, scale_factor=0.1, R 0.113 s 0.549
2022-11-06 15:21 R tpch arrow, native, memory_map=False, TPCH-06, scale_factor=10, R 0.464 s 0.712
2022-11-06 15:27 R tpch arrow, parquet, memory_map=False, TPCH-09, scale_factor=10, R 3.988 s 0.113
2022-11-06 15:27 R tpch arrow, parquet, memory_map=False, TPCH-10, scale_factor=0.1, R 0.242 s 0.454
2022-11-06 15:30 R tpch arrow, parquet, memory_map=False, TPCH-12, scale_factor=1, R 1.153 s 0.420
2022-11-06 15:32 R tpch arrow, native, memory_map=False, TPCH-13, scale_factor=0.1, R 0.218 s 0.848
2022-11-06 15:32 R tpch arrow, native, memory_map=False, TPCH-13, scale_factor=1, R 0.631 s 0.502
2022-11-06 15:33 R tpch arrow, native, memory_map=False, TPCH-13, scale_factor=10, R 4.998 s 1.156
2022-11-06 15:33 R tpch arrow, native, memory_map=False, TPCH-14, scale_factor=0.1, R 0.169 s 0.583
2022-11-06 15:36 R tpch arrow, parquet, memory_map=False, TPCH-15, scale_factor=1, R 0.470 s 0.183
2022-11-06 15:18 R tpch arrow, native, memory_map=False, TPCH-04, scale_factor=1, R 0.244 s 0.872
2022-11-06 15:19 R tpch arrow, native, memory_map=False, TPCH-05, scale_factor=0.01, R 0.177 s 0.816
2022-11-06 15:24 R tpch arrow, native, memory_map=False, TPCH-08, scale_factor=1, R 0.262 s 0.798
2022-11-06 15:28 R tpch arrow, parquet, memory_map=False, TPCH-11, scale_factor=0.01, R 0.182 s 0.542
2022-11-06 15:30 R tpch arrow, parquet, memory_map=False, TPCH-12, scale_factor=0.1, R 0.275 s 0.075
2022-11-06 15:34 R tpch arrow, native, memory_map=False, TPCH-14, scale_factor=1, R 0.352 s 0.254
2022-11-06 15:34 R tpch arrow, native, memory_map=False, TPCH-14, scale_factor=10, R 2.171 s 0.223
2022-11-06 15:35 R tpch arrow, native, memory_map=False, TPCH-15, scale_factor=0.01, R 0.142 s 0.734
2022-11-06 15:36 R tpch arrow, parquet, memory_map=False, TPCH-15, scale_factor=10, R 3.052 s 0.131
2022-11-06 15:46 R tpch arrow, native, memory_map=False, TPCH-21, scale_factor=1, R 2.584 s 0.875
2022-11-06 15:19 R tpch arrow, parquet, memory_map=False, TPCH-05, scale_factor=1, R 0.511 s 0.288
2022-11-06 15:21 R tpch arrow, parquet, memory_map=False, TPCH-06, scale_factor=1, R 0.391 s 0.117
2022-11-06 15:22 R tpch arrow, parquet, memory_map=False, TPCH-07, scale_factor=1, R 0.532 s 0.249
2022-11-06 15:25 R tpch arrow, native, memory_map=False, TPCH-09, scale_factor=0.1, R 0.199 s 0.836
2022-11-06 15:26 R tpch arrow, native, memory_map=False, TPCH-09, scale_factor=10, R 1.127 s 0.896
2022-11-06 15:31 R tpch arrow, parquet, memory_map=False, TPCH-12, scale_factor=10, R 9.222 s -1.052
2022-11-06 15:32 R tpch arrow, parquet, memory_map=False, TPCH-13, scale_factor=0.1, R 0.281 s 0.592
2022-11-06 15:34 R tpch arrow, parquet, memory_map=False, TPCH-14, scale_factor=1, R 0.972 s 0.005
2022-11-06 15:38 R tpch arrow, native, memory_map=False, TPCH-17, scale_factor=0.1, R 0.150 s 0.709
2022-11-06 15:39 R tpch arrow, native, memory_map=False, TPCH-18, scale_factor=0.01, R 0.134 s 0.727
2022-11-06 15:44 R tpch arrow, parquet, memory_map=False, TPCH-20, scale_factor=0.1, R 0.295 s 0.684
2022-11-06 15:21 R tpch arrow, native, memory_map=False, TPCH-06, scale_factor=1, R 0.144 s 0.719
2022-11-06 15:22 R tpch arrow, native, memory_map=False, TPCH-07, scale_factor=1, R 0.274 s 0.720
2022-11-06 15:25 R tpch arrow, parquet, memory_map=False, TPCH-08, scale_factor=10, R 3.333 s 0.149
2022-11-06 15:37 R tpch arrow, parquet, memory_map=False, TPCH-16, scale_factor=1, R 0.450 s 0.309
2022-11-06 15:44 R tpch arrow, native, memory_map=False, TPCH-20, scale_factor=0.1, R 0.178 s 0.773
2022-11-06 15:27 R tpch arrow, parquet, memory_map=False, TPCH-10, scale_factor=0.01, R 0.208 s 0.706
2022-11-06 15:28 R tpch arrow, parquet, memory_map=False, TPCH-10, scale_factor=10, R 3.299 s 0.126
2022-11-06 15:33 R tpch arrow, native, memory_map=False, TPCH-14, scale_factor=0.01, R 0.146 s 0.518
2022-11-06 15:38 R tpch arrow, parquet, memory_map=False, TPCH-17, scale_factor=0.1, R 0.276 s 0.610
2022-11-06 15:38 R tpch arrow, parquet, memory_map=False, TPCH-17, scale_factor=1, R 1.205 s 0.847
2022-11-06 15:40 R tpch arrow, parquet, memory_map=False, TPCH-18, scale_factor=0.01, R 0.171 s 0.561
2022-11-06 15:40 R tpch arrow, parquet, memory_map=False, TPCH-18, scale_factor=0.1, R 0.194 s 0.449
2022-11-06 15:48 R tpch arrow, native, memory_map=False, TPCH-22, scale_factor=0.1, R 0.134 s 0.870
2022-11-06 15:28 R tpch arrow, native, memory_map=False, TPCH-11, scale_factor=0.1, R 0.158 s 0.805
2022-11-06 15:29 R tpch arrow, native, memory_map=False, TPCH-11, scale_factor=10, R 1.459 s 0.235
2022-11-06 15:33 R tpch arrow, parquet, memory_map=False, TPCH-14, scale_factor=0.1, R 0.258 s -0.015
2022-11-06 15:37 R tpch arrow, native, memory_map=False, TPCH-16, scale_factor=1, R 0.241 s 0.674
2022-11-06 15:40 R tpch arrow, native, memory_map=False, TPCH-18, scale_factor=1, R 0.327 s 0.827
2022-11-06 15:41 R tpch arrow, native, memory_map=False, TPCH-19, scale_factor=0.1, R 0.253 s -0.749
2022-11-06 15:45 R tpch arrow, parquet, memory_map=False, TPCH-20, scale_factor=1, R 1.098 s 0.278
2022-11-06 15:32 R tpch arrow, native, memory_map=False, TPCH-13, scale_factor=0.01, R 0.124 s 0.706
2022-11-06 15:35 R tpch arrow, parquet, memory_map=False, TPCH-15, scale_factor=0.1, R 0.202 s 0.459
2022-11-06 15:37 R tpch arrow, native, memory_map=False, TPCH-16, scale_factor=0.1, R 0.152 s 0.623
2022-11-06 15:44 R tpch arrow, parquet, memory_map=False, TPCH-19, scale_factor=10, R 14.815 s -0.790
2022-11-06 15:37 R tpch arrow, native, memory_map=False, TPCH-16, scale_factor=10, R 1.160 s -0.028
2022-11-06 15:44 R tpch arrow, parquet, memory_map=False, TPCH-20, scale_factor=0.01, R 0.224 s 0.641
2022-11-06 15:48 R tpch arrow, parquet, memory_map=False, TPCH-22, scale_factor=0.01, R 0.167 s 0.641
2022-11-06 15:48 R tpch arrow, parquet, memory_map=False, TPCH-22, scale_factor=1, R 0.384 s 0.316
2022-11-06 15:48 R tpch arrow, parquet, memory_map=False, TPCH-22, scale_factor=10, R 2.376 s 0.061
2022-11-06 15:38 R tpch arrow, parquet, memory_map=False, TPCH-17, scale_factor=0.01, R 0.192 s 0.513
2022-11-06 15:46 R tpch arrow, native, memory_map=False, TPCH-21, scale_factor=0.1, R 0.473 s 0.647
2022-11-06 15:39 R tpch arrow, parquet, memory_map=False, TPCH-17, scale_factor=10, R 9.267 s 0.696
2022-11-06 15:42 R tpch arrow, parquet, memory_map=False, TPCH-19, scale_factor=0.1, R 0.328 s -0.628
2022-11-06 15:48 R tpch arrow, native, memory_map=False, TPCH-22, scale_factor=1, R 0.153 s 0.698
2022-11-06 15:40 R tpch arrow, parquet, memory_map=False, TPCH-18, scale_factor=1, R 0.521 s 0.263
2022-11-06 15:44 R tpch arrow, native, memory_map=False, TPCH-20, scale_factor=1, R 0.231 s 0.793
2022-11-06 15:43 R tpch arrow, native, memory_map=False, TPCH-19, scale_factor=10, R 10.158 s 0.316
2022-11-06 15:47 R tpch arrow, parquet, memory_map=False, TPCH-21, scale_factor=1, R 3.177 s 0.211
2022-11-06 15:48 R tpch arrow, parquet, memory_map=False, TPCH-22, scale_factor=0.1, R 0.189 s 0.292