Benchmarks
Date Lang Batch Benchmark Mean Z-Score Error
2023-01-17 05:01 R tpch arrow, native, memory_map=False, TPCH-01, scale_factor=0.1, R 0.156 s 0.698
2023-01-17 05:00 R tpch arrow, native, memory_map=False, TPCH-01, scale_factor=0.01, R 0.143 s -0.293
2023-01-17 05:01 R tpch arrow, parquet, memory_map=False, TPCH-01, scale_factor=0.01, R 0.173 s 0.062
2023-01-17 05:01 R tpch arrow, parquet, memory_map=False, TPCH-01, scale_factor=0.1, R 0.205 s 0.953
2023-01-17 05:01 R tpch arrow, native, memory_map=False, TPCH-01, scale_factor=1, R 0.316 s -0.445
2023-01-17 05:01 R tpch arrow, parquet, memory_map=False, TPCH-01, scale_factor=1, R 0.554 s -1.622
2023-01-17 05:02 R tpch arrow, native, memory_map=False, TPCH-01, scale_factor=10, R 1.894 s 0.325
2023-01-17 05:02 R tpch arrow, parquet, memory_map=False, TPCH-01, scale_factor=10, R 3.592 s -0.818
2023-01-17 05:02 R tpch arrow, parquet, memory_map=False, TPCH-02, scale_factor=0.1, R 0.245 s 0.130
2023-01-17 05:02 R tpch arrow, native, memory_map=False, TPCH-02, scale_factor=0.01, R 0.194 s 0.174
2023-01-17 05:02 R tpch arrow, parquet, memory_map=False, TPCH-02, scale_factor=0.01, R 0.233 s 0.624
2023-01-17 05:03 R tpch arrow, parquet, memory_map=False, TPCH-02, scale_factor=1, R 0.329 s -1.654
2023-01-17 05:02 R tpch arrow, native, memory_map=False, TPCH-02, scale_factor=0.1, R 0.201 s 0.404
2023-01-17 05:03 R tpch arrow, native, memory_map=False, TPCH-02, scale_factor=1, R 0.257 s -0.919
2023-01-17 05:03 R tpch arrow, native, memory_map=False, TPCH-02, scale_factor=10, R 0.806 s -1.068
2023-01-17 05:03 R tpch arrow, parquet, memory_map=False, TPCH-02, scale_factor=10, R 1.162 s -0.990
2023-01-17 05:03 R tpch arrow, native, memory_map=False, TPCH-03, scale_factor=0.01, R 0.162 s -0.984
2023-01-17 05:03 R tpch arrow, parquet, memory_map=False, TPCH-03, scale_factor=0.01, R 0.193 s 0.098
2023-01-17 05:03 R tpch arrow, native, memory_map=False, TPCH-03, scale_factor=0.1, R 0.169 s -0.570
2023-01-17 05:04 R tpch arrow, parquet, memory_map=False, TPCH-03, scale_factor=0.1, R 0.220 s 0.666
2023-01-17 05:04 R tpch arrow, native, memory_map=False, TPCH-03, scale_factor=1, R 0.264 s 0.033
2023-01-17 05:04 R tpch arrow, parquet, memory_map=False, TPCH-03, scale_factor=1, R 0.490 s -1.946
2023-01-17 05:05 R tpch arrow, native, memory_map=False, TPCH-03, scale_factor=10, R 1.232 s -0.654
2023-01-17 05:05 R tpch arrow, parquet, memory_map=False, TPCH-03, scale_factor=10, R 3.052 s -0.188
2023-01-17 05:05 R tpch arrow, native, memory_map=False, TPCH-04, scale_factor=0.01, R 0.141 s -0.655
2023-01-17 05:05 R tpch arrow, native, memory_map=False, TPCH-04, scale_factor=0.1, R 0.148 s -0.484
2023-01-17 05:05 R tpch arrow, parquet, memory_map=False, TPCH-04, scale_factor=0.01, R 0.167 s -0.745
2023-01-17 05:05 R tpch arrow, native, memory_map=False, TPCH-04, scale_factor=1, R 0.248 s -0.142
2023-01-17 05:05 R tpch arrow, parquet, memory_map=False, TPCH-04, scale_factor=0.1, R 0.178 s -2.636
2023-01-17 05:05 R tpch arrow, parquet, memory_map=False, TPCH-04, scale_factor=1, R 0.272 s -0.481
2023-01-17 05:06 R tpch arrow, native, memory_map=False, TPCH-04, scale_factor=10, R 1.238 s -0.758
2023-01-17 05:06 R tpch arrow, parquet, memory_map=False, TPCH-04, scale_factor=10, R 1.091 s -2.099
2023-01-17 05:06 R tpch arrow, native, memory_map=False, TPCH-05, scale_factor=0.01, R 0.181 s -0.161
2023-01-17 05:07 R tpch arrow, parquet, memory_map=False, TPCH-05, scale_factor=0.01, R 0.224 s -1.167
2023-01-17 05:07 R tpch arrow, native, memory_map=False, TPCH-05, scale_factor=0.1, R 0.188 s -0.874
2023-01-17 05:07 R tpch arrow, parquet, memory_map=False, TPCH-05, scale_factor=0.1, R 0.253 s -0.397
2023-01-17 05:07 R tpch arrow, native, memory_map=False, TPCH-05, scale_factor=1, R 0.242 s 0.326
2023-01-17 05:07 R tpch arrow, parquet, memory_map=False, TPCH-05, scale_factor=1, R 0.527 s -1.319
2023-01-17 05:08 R tpch arrow, native, memory_map=False, TPCH-05, scale_factor=10, R 0.816 s -0.254
2023-01-17 05:08 R tpch arrow, parquet, memory_map=False, TPCH-06, scale_factor=0.01, R 0.143 s 0.012
2023-01-17 05:08 R tpch arrow, native, memory_map=False, TPCH-06, scale_factor=0.01, R 0.114 s -0.536
2023-01-17 05:08 R tpch arrow, parquet, memory_map=False, TPCH-05, scale_factor=10, R 3.154 s -0.888
2023-01-17 05:09 R tpch arrow, native, memory_map=False, TPCH-06, scale_factor=1, R 0.148 s -0.367
2023-01-17 05:09 R tpch arrow, parquet, memory_map=False, TPCH-06, scale_factor=0.1, R 0.166 s 0.504
2023-01-17 05:09 R tpch arrow, native, memory_map=False, TPCH-06, scale_factor=0.1, R 0.118 s -1.040
2023-01-17 05:09 R tpch arrow, parquet, memory_map=False, TPCH-06, scale_factor=1, R 0.394 s -0.008
2023-01-17 05:09 R tpch arrow, native, memory_map=False, TPCH-06, scale_factor=10, R 0.470 s 0.103
2023-01-17 05:10 R tpch arrow, parquet, memory_map=False, TPCH-07, scale_factor=0.01, R 0.240 s -0.811
2023-01-17 05:10 R tpch arrow, parquet, memory_map=False, TPCH-06, scale_factor=10, R 2.521 s -0.387
2023-01-17 05:10 R tpch arrow, native, memory_map=False, TPCH-07, scale_factor=0.1, R 0.206 s -0.061
2023-01-17 05:10 R tpch arrow, native, memory_map=False, TPCH-07, scale_factor=0.01, R 0.202 s -0.580
2023-01-17 05:11 R tpch arrow, parquet, memory_map=False, TPCH-07, scale_factor=1, R 0.557 s -4.662
2023-01-17 05:10 R tpch arrow, parquet, memory_map=False, TPCH-07, scale_factor=0.1, R 0.269 s -1.145
2023-01-17 05:10 R tpch arrow, native, memory_map=False, TPCH-07, scale_factor=1, R 0.279 s 0.241
2023-01-17 05:11 R tpch arrow, native, memory_map=False, TPCH-07, scale_factor=10, R 0.963 s -1.278
2023-01-17 05:12 R tpch arrow, native, memory_map=False, TPCH-08, scale_factor=0.01, R 0.233 s -0.449
2023-01-17 05:11 R tpch arrow, parquet, memory_map=False, TPCH-07, scale_factor=10, R 3.201 s -1.696
2023-01-17 05:12 R tpch arrow, parquet, memory_map=False, TPCH-08, scale_factor=0.01, R 0.282 s -0.997
2023-01-17 05:12 R tpch arrow, parquet, memory_map=False, TPCH-08, scale_factor=0.1, R 0.309 s -0.171
2023-01-17 05:12 R tpch arrow, parquet, memory_map=False, TPCH-08, scale_factor=1, R 0.579 s -0.779
2023-01-17 05:12 R tpch arrow, native, memory_map=False, TPCH-08, scale_factor=0.1, R 0.238 s -0.305
2023-01-17 05:12 R tpch arrow, native, memory_map=False, TPCH-08, scale_factor=1, R 0.270 s 0.180
2023-01-17 05:13 R tpch arrow, native, memory_map=False, TPCH-08, scale_factor=10, R 0.657 s -0.827
2023-01-17 05:13 R tpch arrow, native, memory_map=False, TPCH-09, scale_factor=0.01, R 0.188 s 0.784
2023-01-17 05:13 R tpch arrow, parquet, memory_map=False, TPCH-08, scale_factor=10, R 3.422 s -1.571
2023-01-17 05:13 R tpch arrow, parquet, memory_map=False, TPCH-09, scale_factor=0.01, R 0.231 s -0.958
2023-01-17 05:14 R tpch arrow, parquet, memory_map=False, TPCH-09, scale_factor=0.1, R 0.270 s 0.195
2023-01-17 05:14 R tpch arrow, native, memory_map=False, TPCH-09, scale_factor=1, R 0.302 s -0.876
2023-01-17 05:13 R tpch arrow, native, memory_map=False, TPCH-09, scale_factor=0.1, R 0.204 s 0.741
2023-01-17 05:14 R tpch arrow, parquet, memory_map=False, TPCH-09, scale_factor=1, R 0.629 s -2.573
2023-01-17 05:15 R tpch arrow, native, memory_map=False, TPCH-09, scale_factor=10, R 1.145 s -1.479
2023-01-17 05:15 R tpch arrow, parquet, memory_map=False, TPCH-09, scale_factor=10, R 4.030 s 0.022
2023-01-17 05:15 R tpch arrow, parquet, memory_map=False, TPCH-10, scale_factor=0.01, R 0.213 s -0.400
2023-01-17 05:15 R tpch arrow, native, memory_map=False, TPCH-10, scale_factor=0.01, R 0.178 s 0.151
2023-01-17 05:15 R tpch arrow, native, memory_map=False, TPCH-10, scale_factor=0.1, R 0.184 s 0.115
2023-01-17 05:16 R tpch arrow, native, memory_map=False, TPCH-10, scale_factor=1, R 0.264 s -1.101
2023-01-17 05:16 R tpch arrow, parquet, memory_map=False, TPCH-10, scale_factor=1, R 0.535 s -0.137
2023-01-17 05:15 R tpch arrow, parquet, memory_map=False, TPCH-10, scale_factor=0.1, R 0.245 s -0.342
2023-01-17 05:16 R tpch arrow, native, memory_map=False, TPCH-10, scale_factor=10, R 1.031 s -1.054
2023-01-17 05:17 R tpch arrow, parquet, memory_map=False, TPCH-10, scale_factor=10, R 3.327 s -0.620
2023-01-17 05:17 R tpch arrow, native, memory_map=False, TPCH-11, scale_factor=0.01, R 0.149 s -0.598
2023-01-17 05:17 R tpch arrow, parquet, memory_map=False, TPCH-11, scale_factor=0.1, R 0.224 s 0.487
2023-01-17 05:17 R tpch arrow, parquet, memory_map=False, TPCH-11, scale_factor=0.01, R 0.188 s -1.617
2023-01-17 05:17 R tpch arrow, native, memory_map=False, TPCH-11, scale_factor=0.1, R 0.165 s -0.852
2023-01-17 05:17 R tpch arrow, parquet, memory_map=False, TPCH-11, scale_factor=1, R 0.521 s -0.873
2023-01-17 05:17 R tpch arrow, native, memory_map=False, TPCH-11, scale_factor=1, R 0.266 s 0.022
2023-01-17 05:17 R tpch arrow, native, memory_map=False, TPCH-11, scale_factor=10, R 1.454 s 1.712
2023-01-17 05:18 R tpch arrow, parquet, memory_map=False, TPCH-11, scale_factor=10, R 3.732 s -1.464
2023-01-17 05:18 R tpch arrow, parquet, memory_map=False, TPCH-12, scale_factor=0.1, R 0.283 s -1.141
2023-01-17 05:18 R tpch arrow, native, memory_map=False, TPCH-12, scale_factor=0.01, R 0.146 s -1.063
2023-01-17 05:18 R tpch arrow, parquet, memory_map=False, TPCH-12, scale_factor=0.01, R 0.184 s -0.298
2023-01-17 05:18 R tpch arrow, native, memory_map=False, TPCH-12, scale_factor=0.1, R 0.203 s -0.234
2023-01-17 05:18 R tpch arrow, native, memory_map=False, TPCH-12, scale_factor=1, R 0.484 s -1.616
2023-01-17 05:19 R tpch arrow, parquet, memory_map=False, TPCH-12, scale_factor=1, R 1.197 s -0.950
2023-01-17 05:20 R tpch arrow, parquet, memory_map=False, TPCH-12, scale_factor=10, R 9.337 s -1.301
2023-01-17 05:19 R tpch arrow, native, memory_map=False, TPCH-12, scale_factor=10, R 3.436 s -1.748
2023-01-17 05:20 R tpch arrow, native, memory_map=False, TPCH-13, scale_factor=0.01, R 0.128 s 0.461
2023-01-17 05:20 R tpch arrow, native, memory_map=False, TPCH-13, scale_factor=1, R 0.642 s -1.047
2023-01-17 05:20 R tpch arrow, parquet, memory_map=False, TPCH-13, scale_factor=0.1, R 0.300 s -0.943
2023-01-17 05:20 R tpch arrow, parquet, memory_map=False, TPCH-13, scale_factor=0.01, R 0.170 s -0.786
2023-01-17 05:20 R tpch arrow, native, memory_map=False, TPCH-13, scale_factor=0.1, R 0.225 s -0.674
2023-01-17 05:21 R tpch arrow, parquet, memory_map=False, TPCH-13, scale_factor=1, R 0.890 s -0.354
2023-01-17 05:22 R tpch arrow, parquet, memory_map=False, TPCH-13, scale_factor=10, R 7.333 s -1.443
2023-01-17 05:22 R tpch arrow, native, memory_map=False, TPCH-14, scale_factor=0.01, R 0.156 s -1.262
2023-01-17 05:22 R tpch arrow, parquet, memory_map=False, TPCH-14, scale_factor=0.01, R 0.193 s -0.400
2023-01-17 05:21 R tpch arrow, native, memory_map=False, TPCH-13, scale_factor=10, R 5.122 s -2.063
2023-01-17 05:23 R tpch arrow, native, memory_map=False, TPCH-14, scale_factor=10, R 2.222 s -2.077
2023-01-17 05:22 R tpch arrow, native, memory_map=False, TPCH-14, scale_factor=0.1, R 0.179 s -0.496
2023-01-17 05:22 R tpch arrow, parquet, memory_map=False, TPCH-14, scale_factor=0.1, R 0.264 s -0.676
2023-01-17 05:22 R tpch arrow, parquet, memory_map=False, TPCH-14, scale_factor=1, R 1.001 s -1.284
2023-01-17 05:22 R tpch arrow, native, memory_map=False, TPCH-14, scale_factor=1, R 0.367 s -2.186
2023-01-17 05:24 R tpch arrow, native, memory_map=False, TPCH-15, scale_factor=0.1, R 0.154 s -1.210
2023-01-17 05:24 R tpch arrow, parquet, memory_map=False, TPCH-15, scale_factor=0.1, R 0.208 s -0.173
2023-01-17 05:24 R tpch arrow, native, memory_map=False, TPCH-15, scale_factor=1, R 0.212 s -0.453
2023-01-17 05:24 R tpch arrow, parquet, memory_map=False, TPCH-15, scale_factor=1, R 0.476 s 0.197
2023-01-17 05:23 R tpch arrow, native, memory_map=False, TPCH-15, scale_factor=0.01, R 0.149 s -1.498
2023-01-17 05:23 R tpch arrow, parquet, memory_map=False, TPCH-14, scale_factor=10, R 7.750 s -2.323
2023-01-17 05:24 R tpch arrow, parquet, memory_map=False, TPCH-15, scale_factor=0.01, R 0.181 s -0.122
2023-01-17 05:25 R tpch arrow, native, memory_map=False, TPCH-15, scale_factor=10, R 0.856 s 0.138
2023-01-17 05:25 R tpch arrow, parquet, memory_map=False, TPCH-15, scale_factor=10, R 3.077 s -0.571
2023-01-17 05:25 R tpch arrow, native, memory_map=False, TPCH-16, scale_factor=0.01, R 0.137 s -0.927
2023-01-17 05:25 R tpch arrow, parquet, memory_map=False, TPCH-16, scale_factor=0.01, R 0.170 s 0.357
2023-01-17 05:25 R tpch arrow, native, memory_map=False, TPCH-16, scale_factor=0.1, R 0.155 s 0.102
2023-01-17 05:25 R tpch arrow, native, memory_map=False, TPCH-16, scale_factor=1, R 0.241 s -0.762
2023-01-17 05:25 R tpch arrow, parquet, memory_map=False, TPCH-16, scale_factor=0.1, R 0.208 s -0.356
2023-01-17 05:26 R tpch arrow, native, memory_map=False, TPCH-16, scale_factor=10, R 1.158 s -0.702
2023-01-17 05:27 R tpch arrow, parquet, memory_map=False, TPCH-17, scale_factor=1, R 1.252 s -1.231
2023-01-17 05:26 R tpch arrow, parquet, memory_map=False, TPCH-16, scale_factor=1, R 0.456 s -0.799
2023-01-17 05:26 R tpch arrow, parquet, memory_map=False, TPCH-16, scale_factor=10, R 3.155 s -1.949
2023-01-17 05:27 R tpch arrow, native, memory_map=False, TPCH-17, scale_factor=1, R 0.220 s 0.452
2023-01-17 05:27 R tpch arrow, parquet, memory_map=False, TPCH-17, scale_factor=0.1, R 0.282 s -0.507
2023-01-17 05:26 R tpch arrow, native, memory_map=False, TPCH-17, scale_factor=0.01, R 0.153 s -1.641
2023-01-17 05:26 R tpch arrow, native, memory_map=False, TPCH-17, scale_factor=0.1, R 0.157 s -1.187
2023-01-17 05:26 R tpch arrow, parquet, memory_map=False, TPCH-17, scale_factor=0.01, R 0.195 s -0.035
2023-01-17 05:28 R tpch arrow, parquet, memory_map=False, TPCH-17, scale_factor=10, R 9.961 s -1.392
2023-01-17 05:28 R tpch arrow, native, memory_map=False, TPCH-18, scale_factor=0.01, R 0.136 s 0.166
2023-01-17 05:27 R tpch arrow, native, memory_map=False, TPCH-17, scale_factor=10, R 0.863 s -2.348
2023-01-17 05:29 R tpch arrow, native, memory_map=False, TPCH-18, scale_factor=1, R 0.324 s 0.171
2023-01-17 05:28 R tpch arrow, parquet, memory_map=False, TPCH-18, scale_factor=0.01, R 0.174 s -1.456
2023-01-17 05:28 R tpch arrow, parquet, memory_map=False, TPCH-18, scale_factor=0.1, R 0.198 s 0.423
2023-01-17 05:28 R tpch arrow, native, memory_map=False, TPCH-18, scale_factor=0.1, R 0.150 s -0.572
2023-01-17 05:29 R tpch arrow, parquet, memory_map=False, TPCH-18, scale_factor=1, R 0.534 s 0.266
2023-01-17 05:30 R tpch arrow, parquet, memory_map=False, TPCH-19, scale_factor=0.01, R 0.230 s -1.337
2023-01-17 05:29 R tpch arrow, native, memory_map=False, TPCH-18, scale_factor=10, R 3.016 s -1.579
2023-01-17 05:30 R tpch arrow, parquet, memory_map=False, TPCH-18, scale_factor=10, R 4.591 s -1.684
2023-01-17 05:30 R tpch arrow, native, memory_map=False, TPCH-19, scale_factor=0.01, R 0.187 s -1.013
2023-01-17 05:30 R tpch arrow, parquet, memory_map=False, TPCH-19, scale_factor=0.1, R 0.336 s -0.339
2023-01-17 05:30 R tpch arrow, native, memory_map=False, TPCH-19, scale_factor=0.1, R 0.258 s -0.358
2023-01-17 05:30 R tpch arrow, native, memory_map=False, TPCH-19, scale_factor=1, R 0.980 s -1.210
2023-01-17 05:31 R tpch arrow, parquet, memory_map=False, TPCH-19, scale_factor=1, R 1.607 s -1.639
2023-01-17 05:32 R tpch arrow, native, memory_map=False, TPCH-19, scale_factor=10, R 10.256 s -1.256
2023-01-17 05:32 R tpch arrow, parquet, memory_map=False, TPCH-19, scale_factor=10, R 14.998 s -1.687
2023-01-17 05:35 R tpch arrow, native, memory_map=False, TPCH-21, scale_factor=1, R 2.583 s -0.633
2023-01-17 05:35 R tpch arrow, native, memory_map=False, TPCH-21, scale_factor=0.01, R 0.276 s -0.812
2023-01-17 05:33 R tpch arrow, parquet, memory_map=False, TPCH-20, scale_factor=0.01, R 0.228 s 0.538
2023-01-17 05:33 R tpch arrow, parquet, memory_map=False, TPCH-20, scale_factor=0.1, R 0.302 s -1.149
2023-01-17 05:34 R tpch arrow, native, memory_map=False, TPCH-20, scale_factor=10, R 0.793 s -2.446
2023-01-17 05:35 R tpch arrow, native, memory_map=False, TPCH-21, scale_factor=0.1, R 0.495 s 0.474
2023-01-17 05:36 R tpch arrow, native, memory_map=False, TPCH-22, scale_factor=0.01, R 0.136 s -0.527
2023-01-17 05:33 R tpch arrow, native, memory_map=False, TPCH-20, scale_factor=0.1, R 0.184 s -1.072
2023-01-17 05:33 R tpch arrow, parquet, memory_map=False, TPCH-20, scale_factor=1, R 1.113 s -0.502
2023-01-17 05:36 R tpch arrow, parquet, memory_map=False, TPCH-22, scale_factor=0.01, R 0.170 s -0.693
2023-01-17 05:37 R tpch arrow, parquet, memory_map=False, TPCH-22, scale_factor=1, R 0.394 s -2.759
2023-01-17 05:33 R tpch arrow, native, memory_map=False, TPCH-20, scale_factor=0.01, R 0.182 s -2.270
2023-01-17 05:34 R tpch arrow, parquet, memory_map=False, TPCH-20, scale_factor=10, R 8.241 s -0.064
2023-01-17 05:35 R tpch arrow, parquet, memory_map=False, TPCH-21, scale_factor=0.1, R 0.605 s 0.036
2023-01-17 05:35 R tpch arrow, parquet, memory_map=False, TPCH-21, scale_factor=1, R 3.202 s -1.328
2023-01-17 05:37 R tpch arrow, native, memory_map=False, TPCH-22, scale_factor=10, R 0.323 s -0.053
2023-01-17 05:37 R tpch arrow, parquet, memory_map=False, TPCH-22, scale_factor=0.1, R 0.191 s 0.483
2023-01-17 05:33 R tpch arrow, native, memory_map=False, TPCH-20, scale_factor=1, R 0.238 s -1.605
2023-01-17 05:35 R tpch arrow, parquet, memory_map=False, TPCH-21, scale_factor=0.01, R 0.322 s -0.677
2023-01-17 05:37 R tpch arrow, native, memory_map=False, TPCH-22, scale_factor=1, R 0.158 s -0.354
2023-01-17 05:36 R tpch arrow, native, memory_map=False, TPCH-22, scale_factor=0.1, R 0.141 s -1.225
2023-01-17 05:37 R tpch arrow, parquet, memory_map=False, TPCH-22, scale_factor=10, R 2.404 s -0.522