Benchmarks
Date Lang Batch Benchmark Mean Z-Score Error
2022-11-16 08:21 R tpch arrow, parquet, memory_map=False, TPCH-02, scale_factor=1, R 0.322 s -0.422
2022-11-16 08:19 R tpch arrow, native, memory_map=False, TPCH-01, scale_factor=1, R 0.317 s -0.519
2022-11-16 08:22 R tpch arrow, native, memory_map=False, TPCH-03, scale_factor=10, R 1.374 s -0.349
2022-11-16 08:19 R tpch arrow, parquet, memory_map=False, TPCH-01, scale_factor=0.1, R 0.202 s 0.010
2022-11-16 08:20 R tpch arrow, parquet, memory_map=False, TPCH-01, scale_factor=10, R 3.523 s 0.167
2022-11-16 08:20 R tpch arrow, native, memory_map=False, TPCH-01, scale_factor=10, R 1.888 s -0.000
2022-11-16 08:23 R tpch arrow, parquet, memory_map=False, TPCH-04, scale_factor=0.1, R 0.173 s -1.514
2022-11-16 08:28 R tpch arrow, parquet, memory_map=False, TPCH-07, scale_factor=1, R 0.533 s -0.102
2022-11-16 08:23 R tpch arrow, native, memory_map=False, TPCH-04, scale_factor=0.1, R 0.144 s -0.384
2022-11-16 08:23 R tpch arrow, parquet, memory_map=False, TPCH-04, scale_factor=1, R 0.271 s -1.768
2022-11-16 08:26 R tpch arrow, parquet, memory_map=False, TPCH-05, scale_factor=10, R 3.112 s -0.098
2022-11-16 08:24 R tpch arrow, parquet, memory_map=False, TPCH-04, scale_factor=10, R 1.066 s 0.327
2022-11-16 08:23 R tpch arrow, parquet, memory_map=False, TPCH-04, scale_factor=0.01, R 0.163 s -0.230
2022-11-16 08:21 R tpch arrow, native, memory_map=False, TPCH-03, scale_factor=0.1, R 0.166 s -0.024
2022-11-16 08:26 R tpch arrow, parquet, memory_map=False, TPCH-06, scale_factor=0.01, R 0.142 s -0.104
2022-11-16 08:23 R tpch arrow, native, memory_map=False, TPCH-04, scale_factor=1, R 0.248 s -1.417
2022-11-16 08:26 R tpch arrow, parquet, memory_map=False, TPCH-06, scale_factor=1, R 0.389 s 0.143
2022-11-16 08:19 R tpch arrow, parquet, memory_map=False, TPCH-01, scale_factor=1, R 0.541 s 0.021
2022-11-16 08:20 R tpch arrow, parquet, memory_map=False, TPCH-02, scale_factor=0.1, R 0.243 s -1.079
2022-11-16 08:24 R tpch arrow, parquet, memory_map=False, TPCH-05, scale_factor=0.01, R 0.221 s -0.378
2022-11-16 08:22 R tpch arrow, native, memory_map=False, TPCH-03, scale_factor=1, R 0.273 s 0.181
2022-11-16 08:22 R tpch arrow, parquet, memory_map=False, TPCH-03, scale_factor=1, R 0.472 s 0.097
2022-11-16 08:23 R tpch arrow, parquet, memory_map=False, TPCH-03, scale_factor=10, R 3.071 s -0.485
2022-11-16 08:25 R tpch arrow, parquet, memory_map=False, TPCH-05, scale_factor=0.1, R 0.250 s -1.414
2022-11-16 08:25 R tpch arrow, parquet, memory_map=False, TPCH-05, scale_factor=1, R 0.512 s 0.043
2022-11-16 08:26 R tpch arrow, parquet, memory_map=False, TPCH-06, scale_factor=0.1, R 0.166 s -0.884
2022-11-16 08:19 R tpch arrow, native, memory_map=False, TPCH-01, scale_factor=0.1, R 0.152 s 0.121
2022-11-16 08:21 R tpch arrow, native, memory_map=False, TPCH-02, scale_factor=1, R 0.253 s 0.803
2022-11-16 08:21 R tpch arrow, parquet, memory_map=False, TPCH-03, scale_factor=0.01, R 0.189 s 0.402
2022-11-16 08:25 R tpch arrow, native, memory_map=False, TPCH-05, scale_factor=1, R 0.238 s 0.253
2022-11-16 08:26 R tpch arrow, native, memory_map=False, TPCH-05, scale_factor=10, R 0.811 s 0.579
2022-11-16 08:19 R tpch arrow, native, memory_map=False, TPCH-01, scale_factor=0.01, R 0.141 s -0.636
2022-11-16 08:23 R tpch arrow, native, memory_map=False, TPCH-04, scale_factor=0.01, R 0.135 s 0.877
2022-11-16 08:19 R tpch arrow, parquet, memory_map=False, TPCH-01, scale_factor=0.01, R 0.170 s -0.105
2022-11-16 08:20 R tpch arrow, native, memory_map=False, TPCH-02, scale_factor=0.1, R 0.198 s -0.156
2022-11-16 08:21 R tpch arrow, native, memory_map=False, TPCH-03, scale_factor=0.01, R 0.158 s 0.436
2022-11-16 08:22 R tpch arrow, parquet, memory_map=False, TPCH-03, scale_factor=0.1, R 0.219 s -0.376
2022-11-16 08:24 R tpch arrow, native, memory_map=False, TPCH-04, scale_factor=10, R 1.234 s -0.646
2022-11-16 08:24 R tpch arrow, native, memory_map=False, TPCH-05, scale_factor=0.01, R 0.176 s 1.065
2022-11-16 08:26 R tpch arrow, native, memory_map=False, TPCH-06, scale_factor=0.1, R 0.114 s -0.059
2022-11-16 08:20 R tpch arrow, native, memory_map=False, TPCH-02, scale_factor=0.01, R 0.190 s 0.279
2022-11-16 08:20 R tpch arrow, parquet, memory_map=False, TPCH-02, scale_factor=0.01, R 0.231 s -0.649
2022-11-16 08:21 R tpch arrow, parquet, memory_map=False, TPCH-02, scale_factor=10, R 1.165 s 0.270
2022-11-16 08:26 R tpch arrow, native, memory_map=False, TPCH-06, scale_factor=1, R 0.146 s 0.065
2022-11-16 08:26 R tpch arrow, native, memory_map=False, TPCH-06, scale_factor=0.01, R 0.112 s -0.576
2022-11-16 08:28 R tpch arrow, native, memory_map=False, TPCH-07, scale_factor=1, R 0.274 s 0.499
2022-11-16 08:21 R tpch arrow, native, memory_map=False, TPCH-02, scale_factor=10, R 0.835 s 0.183
2022-11-16 08:25 R tpch arrow, native, memory_map=False, TPCH-05, scale_factor=0.1, R 0.182 s 0.520
2022-11-16 08:27 R tpch arrow, native, memory_map=False, TPCH-06, scale_factor=10, R 0.469 s -2.930
2022-11-16 08:29 R tpch arrow, parquet, memory_map=False, TPCH-07, scale_factor=10, R 3.144 s 0.060
2022-11-16 08:27 R tpch arrow, parquet, memory_map=False, TPCH-06, scale_factor=10, R 2.502 s 0.057
2022-11-16 08:27 R tpch arrow, parquet, memory_map=False, TPCH-07, scale_factor=0.01, R 0.235 s -0.468
2022-11-16 08:28 R tpch arrow, native, memory_map=False, TPCH-07, scale_factor=0.1, R 0.200 s -0.017
2022-11-16 08:27 R tpch arrow, native, memory_map=False, TPCH-07, scale_factor=0.01, R 0.196 s 0.175
2022-11-16 08:28 R tpch arrow, parquet, memory_map=False, TPCH-07, scale_factor=0.1, R 0.266 s 0.037
2022-11-16 08:29 R tpch arrow, native, memory_map=False, TPCH-08, scale_factor=0.1, R 0.227 s 0.581
2022-11-16 08:30 R tpch arrow, parquet, memory_map=False, TPCH-08, scale_factor=10, R 3.349 s -0.590
2022-11-16 08:29 R tpch arrow, native, memory_map=False, TPCH-08, scale_factor=0.01, R 0.226 s 0.028
2022-11-16 08:29 R tpch arrow, native, memory_map=False, TPCH-07, scale_factor=10, R 0.950 s 0.015
2022-11-16 08:30 R tpch arrow, parquet, memory_map=False, TPCH-08, scale_factor=1, R 0.570 s -0.719
2022-11-16 08:29 R tpch arrow, parquet, memory_map=False, TPCH-08, scale_factor=0.01, R 0.275 s -0.778
2022-11-16 08:29 R tpch arrow, parquet, memory_map=False, TPCH-08, scale_factor=0.1, R 0.303 s -0.689
2022-11-16 08:31 R tpch arrow, parquet, memory_map=False, TPCH-09, scale_factor=0.1, R 0.266 s -0.579
2022-11-16 08:31 R tpch arrow, parquet, memory_map=False, TPCH-09, scale_factor=0.01, R 0.226 s -0.490
2022-11-16 08:29 R tpch arrow, native, memory_map=False, TPCH-08, scale_factor=1, R 0.263 s 0.486
2022-11-16 08:31 R tpch arrow, native, memory_map=False, TPCH-09, scale_factor=1, R 0.296 s -0.114
2022-11-16 08:30 R tpch arrow, native, memory_map=False, TPCH-08, scale_factor=10, R 0.649 s 0.458
2022-11-16 08:31 R tpch arrow, native, memory_map=False, TPCH-09, scale_factor=0.01, R 0.185 s 0.374
2022-11-16 08:31 R tpch arrow, native, memory_map=False, TPCH-09, scale_factor=0.1, R 0.200 s 0.442
2022-11-16 08:34 R tpch arrow, native, memory_map=False, TPCH-10, scale_factor=10, R 1.148 s -0.747
2022-11-16 08:31 R tpch arrow, parquet, memory_map=False, TPCH-09, scale_factor=1, R 0.609 s -0.014
2022-11-16 08:32 R tpch arrow, native, memory_map=False, TPCH-10, scale_factor=0.01, R 0.175 s -0.257
2022-11-16 08:33 R tpch arrow, native, memory_map=False, TPCH-10, scale_factor=1, R 0.274 s -0.614
2022-11-16 08:32 R tpch arrow, parquet, memory_map=False, TPCH-10, scale_factor=0.01, R 0.211 s -0.999
2022-11-16 08:32 R tpch arrow, parquet, memory_map=False, TPCH-09, scale_factor=10, R 3.967 s -0.060
2022-11-16 08:32 R tpch arrow, native, memory_map=False, TPCH-09, scale_factor=10, R 1.125 s 1.537
2022-11-16 08:34 R tpch arrow, parquet, memory_map=False, TPCH-10, scale_factor=10, R 3.310 s -0.339
2022-11-16 08:33 R tpch arrow, native, memory_map=False, TPCH-10, scale_factor=0.1, R 0.182 s 0.093
2022-11-16 08:33 R tpch arrow, parquet, memory_map=False, TPCH-10, scale_factor=0.1, R 0.239 s 0.115
2022-11-16 08:33 R tpch arrow, parquet, memory_map=False, TPCH-10, scale_factor=1, R 0.529 s 0.273
2022-11-16 08:34 R tpch arrow, parquet, memory_map=False, TPCH-11, scale_factor=0.01, R 0.182 s -0.208
2022-11-16 08:34 R tpch arrow, native, memory_map=False, TPCH-11, scale_factor=0.01, R 0.144 s -0.035
2022-11-16 08:35 R tpch arrow, parquet, memory_map=False, TPCH-12, scale_factor=0.1, R 0.273 s -0.101
2022-11-16 08:34 R tpch arrow, parquet, memory_map=False, TPCH-11, scale_factor=0.1, R 0.222 s -1.059
2022-11-16 08:34 R tpch arrow, native, memory_map=False, TPCH-11, scale_factor=0.1, R 0.159 s 0.164
2022-11-16 08:36 R tpch arrow, native, memory_map=False, TPCH-12, scale_factor=1, R 0.466 s -0.312
2022-11-16 08:35 R tpch arrow, parquet, memory_map=False, TPCH-12, scale_factor=0.01, R 0.180 s 0.145
2022-11-16 08:34 R tpch arrow, native, memory_map=False, TPCH-11, scale_factor=1, R 0.262 s 0.022
2022-11-16 08:35 R tpch arrow, parquet, memory_map=False, TPCH-11, scale_factor=1, R 0.509 s 0.703
2022-11-16 08:35 R tpch arrow, native, memory_map=False, TPCH-12, scale_factor=0.1, R 0.198 s -0.012
2022-11-16 08:35 R tpch arrow, native, memory_map=False, TPCH-12, scale_factor=0.01, R 0.142 s -0.105
2022-11-16 08:35 R tpch arrow, native, memory_map=False, TPCH-11, scale_factor=10, R 1.465 s -1.215
2022-11-16 08:35 R tpch arrow, parquet, memory_map=False, TPCH-11, scale_factor=10, R 3.624 s 0.170
2022-11-16 08:36 R tpch arrow, parquet, memory_map=False, TPCH-12, scale_factor=1, R 1.150 s 0.141
2022-11-16 08:37 R tpch arrow, parquet, memory_map=False, TPCH-12, scale_factor=10, R 9.136 s 0.823
2022-11-16 08:37 R tpch arrow, native, memory_map=False, TPCH-12, scale_factor=10, R 3.332 s -1.170
2022-11-16 08:37 R tpch arrow, native, memory_map=False, TPCH-13, scale_factor=0.1, R 0.218 s 0.582
2022-11-16 08:38 R tpch arrow, parquet, memory_map=False, TPCH-13, scale_factor=0.1, R 0.282 s -0.576
2022-11-16 08:37 R tpch arrow, parquet, memory_map=False, TPCH-13, scale_factor=0.01, R 0.160 s -0.560
2022-11-16 08:44 R tpch arrow, parquet, memory_map=False, TPCH-17, scale_factor=0.1, R 0.279 s -0.571
2022-11-16 08:44 R tpch arrow, native, memory_map=False, TPCH-17, scale_factor=0.1, R 0.151 s 0.548
2022-11-16 08:48 R tpch arrow, parquet, memory_map=False, TPCH-19, scale_factor=1, R 1.576 s 0.085
2022-11-16 08:38 R tpch arrow, native, memory_map=False, TPCH-13, scale_factor=1, R 0.630 s 0.022
2022-11-16 08:38 R tpch arrow, native, memory_map=False, TPCH-13, scale_factor=10, R 5.008 s 0.213
2022-11-16 08:41 R tpch arrow, native, memory_map=False, TPCH-15, scale_factor=0.1, R 0.147 s -0.015
2022-11-16 08:51 R tpch arrow, native, memory_map=False, TPCH-20, scale_factor=10, R 0.784 s -0.721
2022-11-16 08:52 R tpch arrow, native, memory_map=False, TPCH-21, scale_factor=0.01, R 0.265 s -0.412
2022-11-16 08:42 R tpch arrow, parquet, memory_map=False, TPCH-15, scale_factor=10, R 3.034 s 0.399
2022-11-16 08:43 R tpch arrow, parquet, memory_map=False, TPCH-17, scale_factor=0.01, R 0.190 s 0.615
2022-11-16 08:45 R tpch arrow, native, memory_map=False, TPCH-18, scale_factor=0.1, R 0.146 s 0.490
2022-11-16 08:47 R tpch arrow, parquet, memory_map=False, TPCH-18, scale_factor=10, R 4.528 s -0.442
2022-11-16 08:47 R tpch arrow, native, memory_map=False, TPCH-19, scale_factor=0.1, R 0.253 s -0.524
2022-11-16 08:50 R tpch arrow, parquet, memory_map=False, TPCH-20, scale_factor=0.1, R 0.298 s -0.801
2022-11-16 08:43 R tpch arrow, parquet, memory_map=False, TPCH-16, scale_factor=1, R 0.446 s 1.164
2022-11-16 08:43 R tpch arrow, parquet, memory_map=False, TPCH-16, scale_factor=10, R 3.086 s 0.426
2022-11-16 08:37 R tpch arrow, native, memory_map=False, TPCH-13, scale_factor=0.01, R 0.124 s 0.585
2022-11-16 08:39 R tpch arrow, native, memory_map=False, TPCH-14, scale_factor=1, R 0.350 s -0.023
2022-11-16 08:42 R tpch arrow, native, memory_map=False, TPCH-15, scale_factor=10, R 0.857 s 0.172
2022-11-16 08:39 R tpch arrow, parquet, memory_map=False, TPCH-14, scale_factor=0.01, R 0.186 s -1.131
2022-11-16 08:41 R tpch arrow, native, memory_map=False, TPCH-15, scale_factor=0.01, R 0.143 s -0.261
2022-11-16 08:47 R tpch arrow, parquet, memory_map=False, TPCH-19, scale_factor=0.1, R 0.330 s -0.509
2022-11-16 08:50 R tpch arrow, native, memory_map=False, TPCH-20, scale_factor=0.1, R 0.179 s 0.374
2022-11-16 08:38 R tpch arrow, parquet, memory_map=False, TPCH-13, scale_factor=1, R 0.864 s 0.683
2022-11-16 08:39 R tpch arrow, parquet, memory_map=False, TPCH-13, scale_factor=10, R 7.138 s -0.184
2022-11-16 08:47 R tpch arrow, native, memory_map=False, TPCH-18, scale_factor=10, R 2.997 s 0.525
2022-11-16 08:43 R tpch arrow, native, memory_map=False, TPCH-16, scale_factor=10, R 1.138 s 2.319
2022-11-16 08:39 R tpch arrow, native, memory_map=False, TPCH-14, scale_factor=0.01, R 0.146 s 0.210
2022-11-16 08:39 R tpch arrow, native, memory_map=False, TPCH-14, scale_factor=0.1, R 0.169 s 0.003
2022-11-16 08:46 R tpch arrow, native, memory_map=False, TPCH-18, scale_factor=1, R 0.328 s 0.096
2022-11-16 08:40 R tpch arrow, parquet, memory_map=False, TPCH-14, scale_factor=1, R 0.968 s 0.165
2022-11-16 08:43 R tpch arrow, parquet, memory_map=False, TPCH-16, scale_factor=0.1, R 0.205 s 0.097
2022-11-16 08:44 R tpch arrow, parquet, memory_map=False, TPCH-17, scale_factor=1, R 1.203 s 0.975
2022-11-16 08:47 R tpch arrow, native, memory_map=False, TPCH-19, scale_factor=0.01, R 0.184 s -0.634
2022-11-16 08:50 R tpch arrow, parquet, memory_map=False, TPCH-20, scale_factor=1, R 1.108 s -2.111
2022-11-16 08:52 R tpch arrow, parquet, memory_map=False, TPCH-20, scale_factor=10, R 8.307 s -2.883
2022-11-16 08:41 R tpch arrow, native, memory_map=False, TPCH-15, scale_factor=1, R 0.206 s 0.429
2022-11-16 08:42 R tpch arrow, native, memory_map=False, TPCH-16, scale_factor=0.1, R 0.151 s 0.713
2022-11-16 08:45 R tpch arrow, native, memory_map=False, TPCH-18, scale_factor=0.01, R 0.134 s 0.489
2022-11-16 08:46 R tpch arrow, parquet, memory_map=False, TPCH-18, scale_factor=0.1, R 0.196 s -1.240
2022-11-16 08:50 R tpch arrow, parquet, memory_map=False, TPCH-20, scale_factor=0.01, R 0.225 s 0.253
2022-11-16 08:39 R tpch arrow, parquet, memory_map=False, TPCH-14, scale_factor=0.1, R 0.257 s -1.062
2022-11-16 08:41 R tpch arrow, parquet, memory_map=False, TPCH-14, scale_factor=10, R 7.516 s -0.139
2022-11-16 08:46 R tpch arrow, parquet, memory_map=False, TPCH-18, scale_factor=1, R 0.527 s -0.804
2022-11-16 08:44 R tpch arrow, native, memory_map=False, TPCH-17, scale_factor=1, R 0.217 s -0.446
2022-11-16 08:50 R tpch arrow, native, memory_map=False, TPCH-20, scale_factor=0.01, R 0.176 s 0.581
2022-11-16 08:50 R tpch arrow, native, memory_map=False, TPCH-20, scale_factor=1, R 0.233 s -0.433
2022-11-16 08:40 R tpch arrow, native, memory_map=False, TPCH-14, scale_factor=10, R 2.174 s -1.060
2022-11-16 08:45 R tpch arrow, native, memory_map=False, TPCH-17, scale_factor=10, R 0.850 s -0.570
2022-11-16 08:49 R tpch arrow, native, memory_map=False, TPCH-19, scale_factor=10, R 10.065 s 2.311
2022-11-16 08:41 R tpch arrow, parquet, memory_map=False, TPCH-15, scale_factor=0.01, R 0.176 s -0.850
2022-11-16 08:42 R tpch arrow, parquet, memory_map=False, TPCH-16, scale_factor=0.01, R 0.166 s 0.496
2022-11-16 08:41 R tpch arrow, parquet, memory_map=False, TPCH-15, scale_factor=0.1, R 0.200 s 0.992
2022-11-16 08:41 R tpch arrow, parquet, memory_map=False, TPCH-15, scale_factor=1, R 0.470 s 0.113
2022-11-16 08:48 R tpch arrow, native, memory_map=False, TPCH-19, scale_factor=1, R 0.954 s 0.943
2022-11-16 08:52 R tpch arrow, parquet, memory_map=False, TPCH-21, scale_factor=0.01, R 0.311 s 0.414
2022-11-16 08:42 R tpch arrow, native, memory_map=False, TPCH-16, scale_factor=0.01, R 0.134 s 0.167
2022-11-16 08:43 R tpch arrow, native, memory_map=False, TPCH-16, scale_factor=1, R 0.238 s 0.519
2022-11-16 08:43 R tpch arrow, native, memory_map=False, TPCH-17, scale_factor=0.01, R 0.148 s 0.570
2022-11-16 08:47 R tpch arrow, parquet, memory_map=False, TPCH-19, scale_factor=0.01, R 0.225 s -0.469
2022-11-16 08:52 R tpch arrow, native, memory_map=False, TPCH-21, scale_factor=0.1, R 0.476 s -0.542
2022-11-16 08:45 R tpch arrow, parquet, memory_map=False, TPCH-17, scale_factor=10, R 9.479 s 0.053
2022-11-16 08:45 R tpch arrow, parquet, memory_map=False, TPCH-18, scale_factor=0.01, R 0.171 s -0.228
2022-11-16 08:50 R tpch arrow, parquet, memory_map=False, TPCH-19, scale_factor=10, R 14.875 s -1.988
2022-11-16 08:53 R tpch arrow, parquet, memory_map=False, TPCH-21, scale_factor=1, R 3.157 s 0.725
2022-11-16 08:52 R tpch arrow, parquet, memory_map=False, TPCH-21, scale_factor=0.1, R 0.574 s 0.111
2022-11-16 08:52 R tpch arrow, native, memory_map=False, TPCH-21, scale_factor=1, R 2.603 s -0.488
2022-11-16 08:54 R tpch arrow, parquet, memory_map=False, TPCH-22, scale_factor=1, R 0.381 s -0.882
2022-11-16 08:53 R tpch arrow, native, memory_map=False, TPCH-22, scale_factor=0.01, R 0.132 s 0.381
2022-11-16 08:54 R tpch arrow, native, memory_map=False, TPCH-22, scale_factor=1, R 0.153 s 0.607
2022-11-16 08:54 R tpch arrow, native, memory_map=False, TPCH-22, scale_factor=0.1, R 0.136 s 0.203
2022-11-16 08:53 R tpch arrow, parquet, memory_map=False, TPCH-22, scale_factor=0.01, R 0.169 s -1.151
2022-11-16 08:54 R tpch arrow, parquet, memory_map=False, TPCH-22, scale_factor=0.1, R 0.189 s -0.865
2022-11-16 08:54 R tpch arrow, parquet, memory_map=False, TPCH-22, scale_factor=10, R 2.384 s -0.544
2022-11-16 08:54 R tpch arrow, native, memory_map=False, TPCH-22, scale_factor=10, R 0.317 s 1.607