Benchmarks
Date Lang Batch Benchmark Mean Z-Score Error
2023-01-17 06:11 R tpch arrow, native, memory_map=False, TPCH-01, scale_factor=0.1, R 0.156 s 0.334
2023-01-17 06:12 R tpch arrow, native, memory_map=False, TPCH-02, scale_factor=0.1, R 0.201 s -0.173
2023-01-17 06:12 R tpch arrow, native, memory_map=False, TPCH-02, scale_factor=1, R 0.256 s -0.170
2023-01-17 06:11 R tpch arrow, native, memory_map=False, TPCH-01, scale_factor=1, R 0.312 s 1.012
2023-01-17 06:13 R tpch arrow, native, memory_map=False, TPCH-03, scale_factor=0.01, R 0.162 s -0.474
2023-01-17 06:14 R tpch arrow, native, memory_map=False, TPCH-03, scale_factor=1, R 0.263 s 1.160
2023-01-17 06:15 R tpch arrow, native, memory_map=False, TPCH-04, scale_factor=0.01, R 0.139 s 1.129
2023-01-17 06:17 R tpch arrow, native, memory_map=False, TPCH-05, scale_factor=10, R 0.815 s -0.119
2023-01-17 06:11 R tpch arrow, parquet, memory_map=False, TPCH-01, scale_factor=0.01, R 0.173 s 0.101
2023-01-17 06:13 R tpch arrow, parquet, memory_map=False, TPCH-02, scale_factor=1, R 0.327 s -0.890
2023-01-17 06:13 R tpch arrow, parquet, memory_map=False, TPCH-02, scale_factor=10, R 1.167 s -1.436
2023-01-17 06:15 R tpch arrow, native, memory_map=False, TPCH-04, scale_factor=0.1, R 0.146 s 1.324
2023-01-17 06:15 R tpch arrow, native, memory_map=False, TPCH-04, scale_factor=1, R 0.249 s -0.932
2023-01-17 06:20 R tpch arrow, native, memory_map=False, TPCH-07, scale_factor=0.1, R 0.206 s -0.404
2023-01-17 06:21 R tpch arrow, parquet, memory_map=False, TPCH-07, scale_factor=10, R 3.208 s -1.876
2023-01-17 06:22 R tpch arrow, parquet, memory_map=False, TPCH-08, scale_factor=1, R 0.587 s -1.889
2023-01-17 06:10 R tpch arrow, native, memory_map=False, TPCH-01, scale_factor=0.01, R 0.142 s 0.672
2023-01-17 06:12 R tpch arrow, native, memory_map=False, TPCH-01, scale_factor=10, R 1.849 s 2.474
2023-01-17 06:13 R tpch arrow, native, memory_map=False, TPCH-03, scale_factor=0.1, R 0.169 s -1.046
2023-01-17 06:16 R tpch arrow, native, memory_map=False, TPCH-05, scale_factor=0.1, R 0.188 s -0.982
2023-01-17 06:17 R tpch arrow, parquet, memory_map=False, TPCH-05, scale_factor=1, R 0.529 s -1.453
2023-01-17 06:12 R tpch arrow, native, memory_map=False, TPCH-02, scale_factor=0.01, R 0.194 s 0.302
2023-01-17 06:21 R tpch arrow, native, memory_map=False, TPCH-08, scale_factor=0.1, R 0.238 s -0.359
2023-01-17 06:23 R tpch arrow, parquet, memory_map=False, TPCH-08, scale_factor=10, R 3.441 s -2.022
2023-01-17 06:25 R tpch arrow, parquet, memory_map=False, TPCH-10, scale_factor=1, R 0.539 s -1.015
2023-01-17 06:28 R tpch arrow, parquet, memory_map=False, TPCH-12, scale_factor=0.1, R 0.282 s -0.768
2023-01-17 06:29 R tpch arrow, parquet, memory_map=False, TPCH-12, scale_factor=10, R 9.391 s -1.664
2023-01-17 06:30 R tpch arrow, parquet, memory_map=False, TPCH-13, scale_factor=0.1, R 0.296 s -0.366
2023-01-17 06:30 R tpch arrow, parquet, memory_map=False, TPCH-13, scale_factor=1, R 0.886 s -0.021
2023-01-17 06:13 R tpch arrow, parquet, memory_map=False, TPCH-03, scale_factor=0.1, R 0.221 s -0.186
2023-01-17 06:15 R tpch arrow, parquet, memory_map=False, TPCH-04, scale_factor=1, R 0.271 s 0.280
2023-01-17 06:18 R tpch arrow, native, memory_map=False, TPCH-06, scale_factor=0.01, R 0.113 s 0.334
2023-01-17 06:18 R tpch arrow, parquet, memory_map=False, TPCH-06, scale_factor=1, R 0.394 s -0.008
2023-01-17 06:20 R tpch arrow, parquet, memory_map=False, TPCH-07, scale_factor=1, R 0.543 s -1.242
2023-01-17 06:23 R tpch arrow, native, memory_map=False, TPCH-09, scale_factor=0.1, R 0.205 s 0.227
2023-01-17 06:25 R tpch arrow, native, memory_map=False, TPCH-10, scale_factor=1, R 0.263 s -0.023
2023-01-17 06:11 R tpch arrow, parquet, memory_map=False, TPCH-01, scale_factor=1, R 0.553 s -1.345
2023-01-17 06:12 R tpch arrow, parquet, memory_map=False, TPCH-01, scale_factor=10, R 3.600 s -1.048
2023-01-17 06:12 R tpch arrow, parquet, memory_map=False, TPCH-02, scale_factor=0.01, R 0.235 s -0.638
2023-01-17 06:17 R tpch arrow, native, memory_map=False, TPCH-05, scale_factor=1, R 0.244 s -1.188
2023-01-17 06:23 R tpch arrow, native, memory_map=False, TPCH-09, scale_factor=0.01, R 0.190 s -0.158
2023-01-17 06:24 R tpch arrow, native, memory_map=False, TPCH-10, scale_factor=0.01, R 0.178 s -0.007
2023-01-17 06:11 R tpch arrow, parquet, memory_map=False, TPCH-01, scale_factor=0.1, R 0.206 s -0.165
2023-01-17 06:12 R tpch arrow, parquet, memory_map=False, TPCH-02, scale_factor=0.1, R 0.245 s -0.317
2023-01-17 06:13 R tpch arrow, parquet, memory_map=False, TPCH-03, scale_factor=0.01, R 0.193 s -0.501
2023-01-17 06:15 R tpch arrow, parquet, memory_map=False, TPCH-03, scale_factor=10, R 3.090 s -1.397
2023-01-17 06:16 R tpch arrow, parquet, memory_map=False, TPCH-05, scale_factor=0.01, R 0.222 s -0.126
2023-01-17 06:19 R tpch arrow, native, memory_map=False, TPCH-06, scale_factor=10, R 0.471 s -0.240
2023-01-17 06:19 R tpch arrow, parquet, memory_map=False, TPCH-06, scale_factor=10, R 2.523 s -0.473
2023-01-17 06:21 R tpch arrow, parquet, memory_map=False, TPCH-08, scale_factor=0.1, R 0.310 s -0.295
2023-01-17 06:24 R tpch arrow, native, memory_map=False, TPCH-09, scale_factor=10, R 1.150 s -2.529
2023-01-17 06:25 R tpch arrow, native, memory_map=False, TPCH-10, scale_factor=0.1, R 0.184 s 0.099
2023-01-17 06:14 R tpch arrow, parquet, memory_map=False, TPCH-03, scale_factor=1, R 0.481 s -0.380
2023-01-17 06:16 R tpch arrow, parquet, memory_map=False, TPCH-04, scale_factor=10, R 1.108 s -3.968
2023-01-17 06:17 R tpch arrow, parquet, memory_map=False, TPCH-05, scale_factor=0.1, R 0.253 s 0.095
2023-01-17 06:18 R tpch arrow, parquet, memory_map=False, TPCH-06, scale_factor=0.01, R 0.143 s -0.093
2023-01-17 06:18 R tpch arrow, native, memory_map=False, TPCH-06, scale_factor=0.1, R 0.116 s 0.317
2023-01-17 06:21 R tpch arrow, parquet, memory_map=False, TPCH-08, scale_factor=0.01, R 0.280 s 0.160
2023-01-17 06:23 R tpch arrow, native, memory_map=False, TPCH-09, scale_factor=1, R 0.300 s 0.130
2023-01-17 06:26 R tpch arrow, native, memory_map=False, TPCH-11, scale_factor=0.1, R 0.164 s -0.044
2023-01-17 06:30 R tpch arrow, native, memory_map=False, TPCH-13, scale_factor=0.1, R 0.226 s -1.142
2023-01-17 06:13 R tpch arrow, native, memory_map=False, TPCH-02, scale_factor=10, R 0.811 s -1.576
2023-01-17 06:14 R tpch arrow, native, memory_map=False, TPCH-03, scale_factor=10, R 1.227 s -0.001
2023-01-17 06:15 R tpch arrow, parquet, memory_map=False, TPCH-04, scale_factor=0.01, R 0.165 s 1.005
2023-01-17 06:16 R tpch arrow, native, memory_map=False, TPCH-04, scale_factor=10, R 1.232 s -0.270
2023-01-17 06:18 R tpch arrow, parquet, memory_map=False, TPCH-06, scale_factor=0.1, R 0.168 s -0.817
2023-01-17 06:21 R tpch arrow, native, memory_map=False, TPCH-08, scale_factor=0.01, R 0.233 s -0.355
2023-01-17 06:22 R tpch arrow, native, memory_map=False, TPCH-08, scale_factor=10, R 0.654 s 0.354
2023-01-17 06:23 R tpch arrow, parquet, memory_map=False, TPCH-09, scale_factor=0.01, R 0.230 s -0.076
2023-01-17 06:23 R tpch arrow, parquet, memory_map=False, TPCH-09, scale_factor=1, R 0.616 s 0.062
2023-01-17 06:26 R tpch arrow, parquet, memory_map=False, TPCH-11, scale_factor=0.1, R 0.226 s -1.238
2023-01-17 06:27 R tpch arrow, parquet, memory_map=False, TPCH-12, scale_factor=0.01, R 0.183 s 0.216
2023-01-17 06:15 R tpch arrow, parquet, memory_map=False, TPCH-04, scale_factor=0.1, R 0.175 s -0.053
2023-01-17 06:16 R tpch arrow, native, memory_map=False, TPCH-05, scale_factor=0.01, R 0.182 s -0.435
2023-01-17 06:18 R tpch arrow, native, memory_map=False, TPCH-06, scale_factor=1, R 0.148 s -0.229
2023-01-17 06:19 R tpch arrow, native, memory_map=False, TPCH-07, scale_factor=0.01, R 0.201 s 0.341
2023-01-17 06:19 R tpch arrow, parquet, memory_map=False, TPCH-07, scale_factor=0.01, R 0.238 s 0.903
2023-01-17 06:20 R tpch arrow, native, memory_map=False, TPCH-07, scale_factor=1, R 0.281 s -1.401
2023-01-17 06:25 R tpch arrow, parquet, memory_map=False, TPCH-10, scale_factor=0.01, R 0.213 s -0.166
2023-01-17 06:26 R tpch arrow, parquet, memory_map=False, TPCH-11, scale_factor=0.01, R 0.187 s -0.218
2023-01-17 06:28 R tpch arrow, parquet, memory_map=False, TPCH-12, scale_factor=1, R 1.205 s -1.239
2023-01-17 06:18 R tpch arrow, parquet, memory_map=False, TPCH-05, scale_factor=10, R 3.174 s -1.521
2023-01-17 06:21 R tpch arrow, native, memory_map=False, TPCH-07, scale_factor=10, R 0.962 s -1.052
2023-01-17 06:21 R tpch arrow, native, memory_map=False, TPCH-08, scale_factor=1, R 0.272 s -0.756
2023-01-17 06:24 R tpch arrow, parquet, memory_map=False, TPCH-09, scale_factor=10, R 4.021 s 0.044
2023-01-17 06:26 R tpch arrow, parquet, memory_map=False, TPCH-10, scale_factor=10, R 3.314 s -0.241
2023-01-17 06:29 R tpch arrow, parquet, memory_map=False, TPCH-13, scale_factor=0.01, R 0.168 s -0.378
2023-01-17 06:33 R tpch arrow, parquet, memory_map=False, TPCH-14, scale_factor=10, R 7.717 s -1.855
2023-01-17 06:33 R tpch arrow, parquet, memory_map=False, TPCH-15, scale_factor=0.1, R 0.209 s -1.220
2023-01-17 06:20 R tpch arrow, parquet, memory_map=False, TPCH-07, scale_factor=0.1, R 0.267 s 0.730
2023-01-17 06:23 R tpch arrow, parquet, memory_map=False, TPCH-09, scale_factor=0.1, R 0.272 s -0.170
2023-01-17 06:25 R tpch arrow, parquet, memory_map=False, TPCH-10, scale_factor=0.1, R 0.245 s -0.622
2023-01-17 06:27 R tpch arrow, parquet, memory_map=False, TPCH-11, scale_factor=1, R 0.520 s -0.710
2023-01-17 06:27 R tpch arrow, parquet, memory_map=False, TPCH-11, scale_factor=10, R 3.695 s -0.388
2023-01-17 06:31 R tpch arrow, parquet, memory_map=False, TPCH-13, scale_factor=10, R 7.271 s -0.525
2023-01-17 06:33 R tpch arrow, parquet, memory_map=False, TPCH-15, scale_factor=0.01, R 0.181 s -0.134
2023-01-17 06:36 R tpch arrow, native, memory_map=False, TPCH-17, scale_factor=0.01, R 0.152 s -0.740
2023-01-17 06:36 R tpch arrow, parquet, memory_map=False, TPCH-17, scale_factor=0.01, R 0.195 s -0.085
2023-01-17 06:27 R tpch arrow, native, memory_map=False, TPCH-11, scale_factor=10, R 1.474 s -1.401
2023-01-17 06:28 R tpch arrow, native, memory_map=False, TPCH-12, scale_factor=0.1, R 0.205 s -0.867
2023-01-17 06:32 R tpch arrow, native, memory_map=False, TPCH-14, scale_factor=10, R 2.222 s -2.017
2023-01-17 06:33 R tpch arrow, native, memory_map=False, TPCH-15, scale_factor=0.01, R 0.148 s -0.766
2023-01-17 06:33 R tpch arrow, native, memory_map=False, TPCH-15, scale_factor=0.1, R 0.153 s -1.007
2023-01-17 06:37 R tpch arrow, native, memory_map=False, TPCH-18, scale_factor=0.01, R 0.137 s 0.142
2023-01-17 06:26 R tpch arrow, native, memory_map=False, TPCH-11, scale_factor=0.01, R 0.150 s -1.737
2023-01-17 06:27 R tpch arrow, native, memory_map=False, TPCH-12, scale_factor=0.01, R 0.146 s -0.901
2023-01-17 06:28 R tpch arrow, native, memory_map=False, TPCH-12, scale_factor=1, R 0.483 s -1.445
2023-01-17 06:29 R tpch arrow, native, memory_map=False, TPCH-12, scale_factor=10, R 3.434 s -1.644
2023-01-17 06:32 R tpch arrow, native, memory_map=False, TPCH-14, scale_factor=1, R 0.366 s -1.677
2023-01-17 06:35 R tpch arrow, native, memory_map=False, TPCH-16, scale_factor=0.1, R 0.154 s 0.139
2023-01-17 06:35 R tpch arrow, native, memory_map=False, TPCH-16, scale_factor=1, R 0.240 s 0.206
2023-01-17 06:36 R tpch arrow, parquet, memory_map=False, TPCH-17, scale_factor=0.1, R 0.281 s 0.091
2023-01-17 06:26 R tpch arrow, native, memory_map=False, TPCH-10, scale_factor=10, R 1.027 s -0.420
2023-01-17 06:29 R tpch arrow, native, memory_map=False, TPCH-13, scale_factor=0.01, R 0.128 s 0.272
2023-01-17 06:33 R tpch arrow, native, memory_map=False, TPCH-15, scale_factor=1, R 0.211 s -0.044
2023-01-17 06:34 R tpch arrow, native, memory_map=False, TPCH-16, scale_factor=0.01, R 0.135 s 1.222
2023-01-17 06:35 R tpch arrow, native, memory_map=False, TPCH-16, scale_factor=10, R 1.156 s -0.200
2023-01-17 06:37 R tpch arrow, native, memory_map=False, TPCH-17, scale_factor=10, R 0.856 s -0.415
2023-01-17 06:27 R tpch arrow, native, memory_map=False, TPCH-11, scale_factor=1, R 0.266 s -0.066
2023-01-17 06:30 R tpch arrow, native, memory_map=False, TPCH-13, scale_factor=1, R 0.644 s -1.336
2023-01-17 06:30 R tpch arrow, native, memory_map=False, TPCH-13, scale_factor=10, R 5.121 s -1.973
2023-01-17 06:31 R tpch arrow, native, memory_map=False, TPCH-14, scale_factor=0.01, R 0.156 s -1.364
2023-01-17 06:36 R tpch arrow, native, memory_map=False, TPCH-17, scale_factor=1, R 0.220 s 0.497
2023-01-17 06:31 R tpch arrow, parquet, memory_map=False, TPCH-14, scale_factor=0.01, R 0.194 s -0.566
2023-01-17 06:34 R tpch arrow, parquet, memory_map=False, TPCH-15, scale_factor=10, R 3.100 s -1.504
2023-01-17 06:35 R tpch arrow, parquet, memory_map=False, TPCH-16, scale_factor=1, R 0.452 s -0.110
2023-01-17 06:35 R tpch arrow, parquet, memory_map=False, TPCH-16, scale_factor=10, R 3.158 s -1.982
2023-01-17 06:37 R tpch arrow, parquet, memory_map=False, TPCH-17, scale_factor=10, R 10.217 s -2.209
2023-01-17 06:31 R tpch arrow, parquet, memory_map=False, TPCH-14, scale_factor=0.1, R 0.264 s -0.663
2023-01-17 06:32 R tpch arrow, parquet, memory_map=False, TPCH-14, scale_factor=1, R 1.001 s -1.292
2023-01-17 06:33 R tpch arrow, parquet, memory_map=False, TPCH-15, scale_factor=1, R 0.482 s -0.844
2023-01-17 06:34 R tpch arrow, parquet, memory_map=False, TPCH-16, scale_factor=0.01, R 0.169 s 0.895
2023-01-17 06:38 R tpch arrow, parquet, memory_map=False, TPCH-18, scale_factor=0.01, R 0.174 s -0.599
2023-01-17 06:31 R tpch arrow, native, memory_map=False, TPCH-14, scale_factor=0.1, R 0.180 s -1.028
2023-01-17 06:34 R tpch arrow, native, memory_map=False, TPCH-15, scale_factor=10, R 0.858 s -0.078
2023-01-17 06:35 R tpch arrow, parquet, memory_map=False, TPCH-16, scale_factor=0.1, R 0.209 s -1.446
2023-01-17 06:36 R tpch arrow, parquet, memory_map=False, TPCH-17, scale_factor=1, R 1.243 s -0.751
2023-01-17 06:36 R tpch arrow, native, memory_map=False, TPCH-17, scale_factor=0.1, R 0.156 s -0.564
2023-01-17 06:38 R tpch arrow, native, memory_map=False, TPCH-18, scale_factor=0.1, R 0.150 s -0.419
2023-01-17 06:38 R tpch arrow, native, memory_map=False, TPCH-18, scale_factor=1, R 0.326 s -0.551
2023-01-17 06:38 R tpch arrow, parquet, memory_map=False, TPCH-18, scale_factor=0.1, R 0.197 s 1.334
2023-01-17 06:38 R tpch arrow, parquet, memory_map=False, TPCH-18, scale_factor=1, R 0.531 s 0.702
2023-01-17 06:39 R tpch arrow, parquet, memory_map=False, TPCH-18, scale_factor=10, R 4.538 s -1.184
2023-01-17 06:39 R tpch arrow, native, memory_map=False, TPCH-18, scale_factor=10, R 2.985 s -0.256
2023-01-17 06:39 R tpch arrow, native, memory_map=False, TPCH-19, scale_factor=0.01, R 0.187 s -0.435
2023-01-17 06:39 R tpch arrow, native, memory_map=False, TPCH-19, scale_factor=0.1, R 0.257 s 0.695
2023-01-17 06:39 R tpch arrow, parquet, memory_map=False, TPCH-19, scale_factor=0.01, R 0.228 s -0.407
2023-01-17 06:40 R tpch arrow, parquet, memory_map=False, TPCH-19, scale_factor=1, R 1.619 s -2.552
2023-01-17 06:40 R tpch arrow, native, memory_map=False, TPCH-19, scale_factor=1, R 0.973 s -0.406
2023-01-17 06:40 R tpch arrow, parquet, memory_map=False, TPCH-19, scale_factor=0.1, R 0.335 s -0.180
2023-01-17 06:41 R tpch arrow, native, memory_map=False, TPCH-19, scale_factor=10, R 10.204 s -0.156
2023-01-17 06:42 R tpch arrow, parquet, memory_map=False, TPCH-19, scale_factor=10, R 14.965 s -1.235
2023-01-17 06:42 R tpch arrow, native, memory_map=False, TPCH-20, scale_factor=0.1, R 0.184 s -0.947
2023-01-17 06:42 R tpch arrow, native, memory_map=False, TPCH-20, scale_factor=1, R 0.238 s -1.438
2023-01-17 06:42 R tpch arrow, parquet, memory_map=False, TPCH-20, scale_factor=0.01, R 0.228 s 1.054
2023-01-17 06:42 R tpch arrow, parquet, memory_map=False, TPCH-20, scale_factor=0.1, R 0.299 s 1.002
2023-01-17 06:42 R tpch arrow, native, memory_map=False, TPCH-20, scale_factor=0.01, R 0.181 s -0.681
2023-01-17 06:43 R tpch arrow, parquet, memory_map=False, TPCH-20, scale_factor=1, R 1.107 s -0.081
2023-01-17 06:44 R tpch arrow, native, memory_map=False, TPCH-21, scale_factor=0.01, R 0.275 s -0.250
2023-01-17 06:43 R tpch arrow, native, memory_map=False, TPCH-20, scale_factor=10, R 0.786 s -0.697
2023-01-17 06:44 R tpch arrow, parquet, memory_map=False, TPCH-21, scale_factor=0.01, R 0.321 s 0.169
2023-01-17 06:44 R tpch arrow, parquet, memory_map=False, TPCH-20, scale_factor=10, R 8.251 s -0.105
2023-01-17 06:44 R tpch arrow, parquet, memory_map=False, TPCH-21, scale_factor=0.1, R 0.601 s 0.069
2023-01-17 06:44 R tpch arrow, native, memory_map=False, TPCH-21, scale_factor=0.1, R 0.498 s -0.164
2023-01-17 06:45 R tpch arrow, native, memory_map=False, TPCH-21, scale_factor=1, R 2.575 s 0.046
2023-01-17 06:45 R tpch arrow, parquet, memory_map=False, TPCH-21, scale_factor=1, R 3.218 s -2.006
2023-01-17 06:46 R tpch arrow, parquet, memory_map=False, TPCH-22, scale_factor=0.01, R 0.170 s -0.740
2023-01-17 06:46 R tpch arrow, native, memory_map=False, TPCH-22, scale_factor=0.01, R 0.137 s -1.764
2023-01-17 06:46 R tpch arrow, native, memory_map=False, TPCH-22, scale_factor=1, R 0.158 s -0.410
2023-01-17 06:46 R tpch arrow, native, memory_map=False, TPCH-22, scale_factor=0.1, R 0.142 s -2.294
2023-01-17 06:46 R tpch arrow, parquet, memory_map=False, TPCH-22, scale_factor=0.1, R 0.193 s -0.921
2023-01-17 06:46 R tpch arrow, parquet, memory_map=False, TPCH-22, scale_factor=1, R 0.393 s -2.242
2023-01-17 06:47 R tpch arrow, native, memory_map=False, TPCH-22, scale_factor=10, R 0.324 s -0.927
2023-01-17 06:47 R tpch arrow, parquet, memory_map=False, TPCH-22, scale_factor=10, R 2.408 s -0.686