Benchmarks
Date Lang Batch Benchmark Mean Z-Score Error
2023-01-16 16:01 R tpch arrow, parquet, memory_map=False, TPCH-01, scale_factor=0.01, R 0.175 s -0.334
2023-01-16 16:01 R tpch arrow, native, memory_map=False, TPCH-01, scale_factor=1, R 0.315 s 0.098
2023-01-16 16:01 R tpch arrow, native, memory_map=False, TPCH-01, scale_factor=0.1, R 0.158 s -1.248
2023-01-16 16:02 R tpch arrow, native, memory_map=False, TPCH-01, scale_factor=10, R 1.883 s 0.854
2023-01-16 16:01 R tpch arrow, native, memory_map=False, TPCH-01, scale_factor=0.01, R 0.142 s 0.553
2023-01-16 16:01 R tpch arrow, parquet, memory_map=False, TPCH-01, scale_factor=1, R 0.554 s -2.000
2023-01-16 16:01 R tpch arrow, parquet, memory_map=False, TPCH-01, scale_factor=0.1, R 0.208 s -1.433
2023-01-16 16:03 R tpch arrow, native, memory_map=False, TPCH-02, scale_factor=1, R 0.256 s -0.483
2023-01-16 16:02 R tpch arrow, parquet, memory_map=False, TPCH-01, scale_factor=10, R 3.581 s -0.571
2023-01-16 16:02 R tpch arrow, native, memory_map=False, TPCH-02, scale_factor=0.01, R 0.195 s -0.535
2023-01-16 16:03 R tpch arrow, native, memory_map=False, TPCH-02, scale_factor=10, R 0.814 s -1.975
2023-01-16 16:02 R tpch arrow, parquet, memory_map=False, TPCH-02, scale_factor=0.01, R 0.236 s -2.260
2023-01-16 16:03 R tpch arrow, parquet, memory_map=False, TPCH-02, scale_factor=0.1, R 0.248 s -2.286
2023-01-16 16:05 R tpch arrow, parquet, memory_map=False, TPCH-04, scale_factor=0.01, R 0.167 s -1.668
2023-01-16 16:03 R tpch arrow, native, memory_map=False, TPCH-02, scale_factor=0.1, R 0.202 s -1.051
2023-01-16 16:03 R tpch arrow, parquet, memory_map=False, TPCH-02, scale_factor=1, R 0.329 s -0.533
2023-01-16 16:03 R tpch arrow, native, memory_map=False, TPCH-03, scale_factor=0.01, R 0.163 s -2.051
2023-01-16 16:03 R tpch arrow, parquet, memory_map=False, TPCH-02, scale_factor=10, R 1.159 s -0.830
2023-01-16 16:04 R tpch arrow, parquet, memory_map=False, TPCH-03, scale_factor=0.01, R 0.194 s -1.877
2023-01-16 16:04 R tpch arrow, parquet, memory_map=False, TPCH-03, scale_factor=0.1, R 0.223 s -2.290
2023-01-16 16:04 R tpch arrow, native, memory_map=False, TPCH-03, scale_factor=1, R 0.266 s -0.773
2023-01-16 16:04 R tpch arrow, parquet, memory_map=False, TPCH-03, scale_factor=1, R 0.484 s -1.134
2023-01-16 16:04 R tpch arrow, native, memory_map=False, TPCH-03, scale_factor=0.1, R 0.170 s -1.935
2023-01-16 16:05 R tpch arrow, native, memory_map=False, TPCH-03, scale_factor=10, R 1.216 s 0.749
2023-01-16 16:05 R tpch arrow, native, memory_map=False, TPCH-04, scale_factor=0.01, R 0.142 s -1.763
2023-01-16 16:06 R tpch arrow, native, memory_map=False, TPCH-04, scale_factor=1, R 0.247 s 1.337
2023-01-16 16:05 R tpch arrow, parquet, memory_map=False, TPCH-03, scale_factor=10, R 3.069 s -0.797
2023-01-16 16:05 R tpch arrow, native, memory_map=False, TPCH-04, scale_factor=0.1, R 0.149 s -1.548
2023-01-16 16:05 R tpch arrow, parquet, memory_map=False, TPCH-04, scale_factor=0.1, R 0.176 s -1.527
2023-01-16 16:06 R tpch arrow, parquet, memory_map=False, TPCH-04, scale_factor=1, R 0.272 s -0.668
2023-01-16 16:07 R tpch arrow, parquet, memory_map=False, TPCH-05, scale_factor=0.1, R 0.256 s -2.295
2023-01-16 16:07 R tpch arrow, native, memory_map=False, TPCH-05, scale_factor=1, R 0.245 s -2.273
2023-01-16 16:06 R tpch arrow, parquet, memory_map=False, TPCH-04, scale_factor=10, R 1.080 s -0.771
2023-01-16 16:07 R tpch arrow, parquet, memory_map=False, TPCH-05, scale_factor=0.01, R 0.225 s -2.456
2023-01-16 16:07 R tpch arrow, native, memory_map=False, TPCH-05, scale_factor=0.1, R 0.187 s -0.453
2023-01-16 16:07 R tpch arrow, native, memory_map=False, TPCH-05, scale_factor=0.01, R 0.182 s -0.794
2023-01-16 16:06 R tpch arrow, native, memory_map=False, TPCH-04, scale_factor=10, R 1.213 s 1.258
2023-01-16 16:07 R tpch arrow, parquet, memory_map=False, TPCH-05, scale_factor=1, R 0.529 s -1.698
2023-01-16 16:08 R tpch arrow, native, memory_map=False, TPCH-06, scale_factor=0.01, R 0.114 s -0.747
2023-01-16 16:08 R tpch arrow, native, memory_map=False, TPCH-05, scale_factor=10, R 0.817 s -0.337
2023-01-16 16:08 R tpch arrow, parquet, memory_map=False, TPCH-05, scale_factor=10, R 3.149 s -0.916
2023-01-16 16:09 R tpch arrow, native, memory_map=False, TPCH-06, scale_factor=1, R 0.149 s -1.079
2023-01-16 16:08 R tpch arrow, native, memory_map=False, TPCH-06, scale_factor=0.1, R 0.118 s -1.795
2023-01-16 16:09 R tpch arrow, parquet, memory_map=False, TPCH-06, scale_factor=0.1, R 0.168 s -1.465
2023-01-16 16:08 R tpch arrow, parquet, memory_map=False, TPCH-06, scale_factor=0.01, R 0.143 s -0.507
2023-01-16 16:09 R tpch arrow, parquet, memory_map=False, TPCH-06, scale_factor=1, R 0.395 s -0.139
2023-01-16 16:10 R tpch arrow, native, memory_map=False, TPCH-07, scale_factor=0.01, R 0.202 s -1.215
2023-01-16 16:12 R tpch arrow, native, memory_map=False, TPCH-08, scale_factor=0.1, R 0.240 s -0.664
2023-01-16 16:12 R tpch arrow, parquet, memory_map=False, TPCH-08, scale_factor=0.1, R 0.310 s -0.454
2023-01-16 16:12 R tpch arrow, parquet, memory_map=False, TPCH-08, scale_factor=1, R 0.588 s -2.525
2023-01-16 16:11 R tpch arrow, parquet, memory_map=False, TPCH-07, scale_factor=10, R 3.199 s -1.820
2023-01-16 16:10 R tpch arrow, parquet, memory_map=False, TPCH-07, scale_factor=0.01, R 0.241 s -1.727
2023-01-16 16:13 R tpch arrow, native, memory_map=False, TPCH-09, scale_factor=0.1, R 0.206 s -0.998
2023-01-16 16:13 R tpch arrow, parquet, memory_map=False, TPCH-09, scale_factor=0.1, R 0.271 s -0.087
2023-01-16 16:13 R tpch arrow, native, memory_map=False, TPCH-09, scale_factor=1, R 0.302 s -1.146
2023-01-16 16:10 R tpch arrow, parquet, memory_map=False, TPCH-07, scale_factor=0.1, R 0.269 s -0.970
2023-01-16 16:10 R tpch arrow, native, memory_map=False, TPCH-07, scale_factor=0.1, R 0.207 s -1.798
2023-01-16 16:11 R tpch arrow, native, memory_map=False, TPCH-07, scale_factor=10, R 0.952 s 1.121
2023-01-16 16:11 R tpch arrow, parquet, memory_map=False, TPCH-08, scale_factor=0.01, R 0.284 s -2.453
2023-01-16 16:10 R tpch arrow, parquet, memory_map=False, TPCH-06, scale_factor=10, R 2.523 s -0.403
2023-01-16 16:13 R tpch arrow, native, memory_map=False, TPCH-09, scale_factor=0.01, R 0.190 s -0.957
2023-01-16 16:09 R tpch arrow, native, memory_map=False, TPCH-06, scale_factor=10, R 0.471 s -0.607
2023-01-16 16:11 R tpch arrow, native, memory_map=False, TPCH-08, scale_factor=0.01, R 0.234 s -1.674
2023-01-16 16:12 R tpch arrow, native, memory_map=False, TPCH-08, scale_factor=1, R 0.273 s -1.454
2023-01-16 16:15 R tpch arrow, parquet, memory_map=False, TPCH-10, scale_factor=0.1, R 0.246 s -1.311
2023-01-16 16:10 R tpch arrow, native, memory_map=False, TPCH-07, scale_factor=1, R 0.281 s -1.161
2023-01-16 16:10 R tpch arrow, parquet, memory_map=False, TPCH-07, scale_factor=1, R 0.542 s -1.644
2023-01-16 16:13 R tpch arrow, parquet, memory_map=False, TPCH-09, scale_factor=0.01, R 0.232 s -1.298
2023-01-16 16:14 R tpch arrow, parquet, memory_map=False, TPCH-09, scale_factor=1, R 0.615 s 0.042
2023-01-16 16:13 R tpch arrow, native, memory_map=False, TPCH-08, scale_factor=10, R 0.654 s 0.282
2023-01-16 16:13 R tpch arrow, parquet, memory_map=False, TPCH-08, scale_factor=10, R 3.394 s -0.972
2023-01-16 16:14 R tpch arrow, native, memory_map=False, TPCH-09, scale_factor=10, R 1.141 s -0.698
2023-01-16 16:15 R tpch arrow, native, memory_map=False, TPCH-10, scale_factor=1, R 0.262 s 0.552
2023-01-16 16:15 R tpch arrow, parquet, memory_map=False, TPCH-10, scale_factor=1, R 0.538 s -0.878
2023-01-16 16:15 R tpch arrow, parquet, memory_map=False, TPCH-09, scale_factor=10, R 4.005 s 0.075
2023-01-16 16:15 R tpch arrow, parquet, memory_map=False, TPCH-10, scale_factor=0.01, R 0.215 s -1.919
2023-01-16 16:15 R tpch arrow, native, memory_map=False, TPCH-10, scale_factor=0.1, R 0.186 s -0.032
2023-01-16 16:15 R tpch arrow, native, memory_map=False, TPCH-10, scale_factor=0.01, R 0.178 s -0.037
2023-01-16 16:16 R tpch arrow, native, memory_map=False, TPCH-10, scale_factor=10, R 1.019 s 0.452
2023-01-16 16:16 R tpch arrow, parquet, memory_map=False, TPCH-11, scale_factor=0.01, R 0.188 s -1.667
2023-01-16 16:16 R tpch arrow, parquet, memory_map=False, TPCH-10, scale_factor=10, R 3.297 s 0.157
2023-01-16 16:16 R tpch arrow, native, memory_map=False, TPCH-11, scale_factor=0.01, R 0.149 s -1.341
2023-01-16 16:17 R tpch arrow, native, memory_map=False, TPCH-11, scale_factor=0.1, R 0.164 s 0.011
2023-01-16 16:17 R tpch arrow, parquet, memory_map=False, TPCH-11, scale_factor=1, R 0.524 s -1.859
2023-01-16 16:17 R tpch arrow, native, memory_map=False, TPCH-11, scale_factor=1, R 0.267 s -1.185
2023-01-16 16:17 R tpch arrow, parquet, memory_map=False, TPCH-11, scale_factor=0.1, R 0.228 s -2.282
2023-01-16 16:17 R tpch arrow, native, memory_map=False, TPCH-11, scale_factor=10, R 1.472 s -1.211
2023-01-16 16:18 R tpch arrow, native, memory_map=False, TPCH-12, scale_factor=1, R 0.483 s -1.629
2023-01-16 16:18 R tpch arrow, native, memory_map=False, TPCH-12, scale_factor=0.1, R 0.206 s -1.683
2023-01-16 16:18 R tpch arrow, parquet, memory_map=False, TPCH-12, scale_factor=0.01, R 0.185 s -1.455
2023-01-16 16:17 R tpch arrow, parquet, memory_map=False, TPCH-11, scale_factor=10, R 3.734 s -1.707
2023-01-16 16:18 R tpch arrow, native, memory_map=False, TPCH-12, scale_factor=0.01, R 0.146 s -0.721
2023-01-16 16:18 R tpch arrow, parquet, memory_map=False, TPCH-12, scale_factor=0.1, R 0.286 s -2.160
2023-01-16 16:18 R tpch arrow, parquet, memory_map=False, TPCH-12, scale_factor=1, R 1.228 s -2.616
2023-01-16 16:19 R tpch arrow, native, memory_map=False, TPCH-12, scale_factor=10, R 3.430 s -2.000
2023-01-16 16:20 R tpch arrow, parquet, memory_map=False, TPCH-12, scale_factor=10, R 9.396 s -2.067
2023-01-16 16:20 R tpch arrow, native, memory_map=False, TPCH-13, scale_factor=0.1, R 0.226 s -1.315
2023-01-16 16:20 R tpch arrow, native, memory_map=False, TPCH-13, scale_factor=1, R 0.648 s -2.316
2023-01-16 16:20 R tpch arrow, parquet, memory_map=False, TPCH-13, scale_factor=0.01, R 0.172 s -1.468
2023-01-16 16:20 R tpch arrow, native, memory_map=False, TPCH-13, scale_factor=0.01, R 0.129 s -0.476
2023-01-16 16:20 R tpch arrow, parquet, memory_map=False, TPCH-13, scale_factor=1, R 0.894 s -0.745
2023-01-16 16:20 R tpch arrow, parquet, memory_map=False, TPCH-13, scale_factor=0.1, R 0.300 s -1.016
2023-01-16 16:21 R tpch arrow, native, memory_map=False, TPCH-13, scale_factor=10, R 5.105 s -1.913
2023-01-16 16:21 R tpch arrow, native, memory_map=False, TPCH-14, scale_factor=0.01, R 0.157 s -2.104
2023-01-16 16:22 R tpch arrow, native, memory_map=False, TPCH-14, scale_factor=0.1, R 0.180 s -0.994
2023-01-16 16:21 R tpch arrow, parquet, memory_map=False, TPCH-13, scale_factor=10, R 7.306 s -1.152
2023-01-16 16:21 R tpch arrow, parquet, memory_map=False, TPCH-14, scale_factor=0.01, R 0.196 s -2.418
2023-01-16 16:22 R tpch arrow, parquet, memory_map=False, TPCH-14, scale_factor=1, R 1.012 s -2.289
2023-01-16 16:22 R tpch arrow, parquet, memory_map=False, TPCH-14, scale_factor=0.1, R 0.268 s -2.683
2023-01-16 16:22 R tpch arrow, native, memory_map=False, TPCH-14, scale_factor=1, R 0.363 s -1.082
2023-01-16 16:23 R tpch arrow, native, memory_map=False, TPCH-14, scale_factor=10, R 2.213 s -1.889
2023-01-16 16:23 R tpch arrow, parquet, memory_map=False, TPCH-14, scale_factor=10, R 7.676 s -1.715
2023-01-16 16:23 R tpch arrow, parquet, memory_map=False, TPCH-15, scale_factor=0.01, R 0.183 s -0.442
2023-01-16 16:23 R tpch arrow, native, memory_map=False, TPCH-15, scale_factor=0.1, R 0.153 s -0.742
2023-01-16 16:24 R tpch arrow, native, memory_map=False, TPCH-15, scale_factor=1, R 0.211 s 0.053
2023-01-16 16:23 R tpch arrow, native, memory_map=False, TPCH-15, scale_factor=0.01, R 0.149 s -1.619
2023-01-16 16:24 R tpch arrow, parquet, memory_map=False, TPCH-15, scale_factor=0.1, R 0.210 s -1.876
2023-01-16 16:24 R tpch arrow, native, memory_map=False, TPCH-15, scale_factor=10, R 0.861 s -0.461
2023-01-16 16:25 R tpch arrow, parquet, memory_map=False, TPCH-15, scale_factor=10, R 3.085 s -0.991
2023-01-16 16:24 R tpch arrow, parquet, memory_map=False, TPCH-15, scale_factor=1, R 0.481 s -0.744
2023-01-16 16:25 R tpch arrow, native, memory_map=False, TPCH-16, scale_factor=0.1, R 0.157 s 0.002
2023-01-16 16:25 R tpch arrow, parquet, memory_map=False, TPCH-16, scale_factor=1, R 0.455 s -0.759
2023-01-16 16:25 R tpch arrow, native, memory_map=False, TPCH-16, scale_factor=0.01, R 0.137 s -1.230
2023-01-16 16:25 R tpch arrow, parquet, memory_map=False, TPCH-16, scale_factor=0.01, R 0.172 s -2.237
2023-01-16 16:25 R tpch arrow, parquet, memory_map=False, TPCH-16, scale_factor=0.1, R 0.209 s -0.678
2023-01-16 16:25 R tpch arrow, native, memory_map=False, TPCH-16, scale_factor=1, R 0.243 s -2.257
2023-01-16 16:26 R tpch arrow, parquet, memory_map=False, TPCH-17, scale_factor=0.1, R 0.284 s -1.668
2023-01-16 16:26 R tpch arrow, native, memory_map=False, TPCH-17, scale_factor=0.01, R 0.153 s -1.860
2023-01-16 16:26 R tpch arrow, native, memory_map=False, TPCH-17, scale_factor=0.1, R 0.159 s -2.998
2023-01-16 16:26 R tpch arrow, native, memory_map=False, TPCH-16, scale_factor=10, R 1.155 s -0.180
2023-01-16 16:26 R tpch arrow, parquet, memory_map=False, TPCH-16, scale_factor=10, R 3.151 s -1.977
2023-01-16 16:26 R tpch arrow, parquet, memory_map=False, TPCH-17, scale_factor=0.01, R 0.198 s -2.145
2023-01-16 16:27 R tpch arrow, native, memory_map=False, TPCH-17, scale_factor=1, R 0.221 s -1.249
2023-01-16 16:27 R tpch arrow, parquet, memory_map=False, TPCH-17, scale_factor=1, R 1.260 s -1.757
2023-01-16 16:27 R tpch arrow, native, memory_map=False, TPCH-17, scale_factor=10, R 0.854 s 0.071
2023-01-16 16:28 R tpch arrow, parquet, memory_map=False, TPCH-17, scale_factor=10, R 9.807 s -0.878
2023-01-16 16:28 R tpch arrow, native, memory_map=False, TPCH-18, scale_factor=0.1, R 0.150 s -0.463
2023-01-16 16:28 R tpch arrow, parquet, memory_map=False, TPCH-18, scale_factor=0.01, R 0.175 s -2.147
2023-01-16 16:28 R tpch arrow, native, memory_map=False, TPCH-18, scale_factor=1, R 0.327 s -0.916
2023-01-16 16:28 R tpch arrow, native, memory_map=False, TPCH-18, scale_factor=0.01, R 0.138 s 0.035
2023-01-16 16:28 R tpch arrow, parquet, memory_map=False, TPCH-18, scale_factor=0.1, R 0.203 s -3.656
2023-01-16 16:29 R tpch arrow, parquet, memory_map=False, TPCH-18, scale_factor=1, R 0.547 s -1.449
2023-01-16 16:29 R tpch arrow, native, memory_map=False, TPCH-18, scale_factor=10, R 3.011 s -1.512
2023-01-16 16:30 R tpch arrow, parquet, memory_map=False, TPCH-18, scale_factor=10, R 4.523 s -1.099
2023-01-16 16:30 R tpch arrow, native, memory_map=False, TPCH-19, scale_factor=0.01, R 0.188 s -1.588
2023-01-16 16:30 R tpch arrow, parquet, memory_map=False, TPCH-19, scale_factor=0.1, R 0.335 s -0.246
2023-01-16 16:30 R tpch arrow, parquet, memory_map=False, TPCH-19, scale_factor=0.01, R 0.230 s -1.722
2023-01-16 16:30 R tpch arrow, native, memory_map=False, TPCH-19, scale_factor=0.1, R 0.259 s -1.404
2023-01-16 16:30 R tpch arrow, native, memory_map=False, TPCH-19, scale_factor=1, R 0.962 s 0.777
2023-01-16 16:30 R tpch arrow, parquet, memory_map=False, TPCH-19, scale_factor=1, R 1.612 s -2.504
2023-01-16 16:32 R tpch arrow, native, memory_map=False, TPCH-19, scale_factor=10, R 10.147 s 0.962
2023-01-16 16:32 R tpch arrow, parquet, memory_map=False, TPCH-19, scale_factor=10, R 15.011 s -2.318
2023-01-16 16:33 R tpch arrow, parquet, memory_map=False, TPCH-20, scale_factor=0.01, R 0.232 s -2.477
2023-01-16 16:33 R tpch arrow, native, memory_map=False, TPCH-20, scale_factor=0.1, R 0.185 s -1.447
2023-01-16 16:32 R tpch arrow, native, memory_map=False, TPCH-20, scale_factor=0.01, R 0.181 s -1.721
2023-01-16 16:33 R tpch arrow, parquet, memory_map=False, TPCH-20, scale_factor=0.1, R 0.301 s -0.806
2023-01-16 16:33 R tpch arrow, native, memory_map=False, TPCH-20, scale_factor=1, R 0.237 s -0.881
2023-01-16 16:33 R tpch arrow, parquet, memory_map=False, TPCH-20, scale_factor=1, R 1.158 s -3.994
2023-01-16 16:34 R tpch arrow, native, memory_map=False, TPCH-20, scale_factor=10, R 0.778 s 1.132
2023-01-16 16:34 R tpch arrow, parquet, memory_map=False, TPCH-20, scale_factor=10, R 8.376 s -0.741
2023-01-16 16:35 R tpch arrow, native, memory_map=False, TPCH-21, scale_factor=0.1, R 0.501 s -0.710
2023-01-16 16:34 R tpch arrow, native, memory_map=False, TPCH-21, scale_factor=0.01, R 0.279 s -2.327
2023-01-16 16:35 R tpch arrow, parquet, memory_map=False, TPCH-21, scale_factor=0.01, R 0.324 s -1.696
2023-01-16 16:35 R tpch arrow, parquet, memory_map=False, TPCH-21, scale_factor=1, R 3.194 s -1.111
2023-01-16 16:35 R tpch arrow, parquet, memory_map=False, TPCH-21, scale_factor=0.1, R 0.592 s 0.129
2023-01-16 16:35 R tpch arrow, native, memory_map=False, TPCH-21, scale_factor=1, R 2.588 s -1.013
2023-01-16 16:36 R tpch arrow, native, memory_map=False, TPCH-22, scale_factor=0.01, R 0.136 s -0.926
2023-01-16 16:37 R tpch arrow, native, memory_map=False, TPCH-22, scale_factor=10, R 0.323 s -0.242
2023-01-16 16:37 R tpch arrow, parquet, memory_map=False, TPCH-22, scale_factor=1, R 0.389 s -0.944
2023-01-16 16:37 R tpch arrow, native, memory_map=False, TPCH-22, scale_factor=1, R 0.158 s -1.014
2023-01-16 16:36 R tpch arrow, parquet, memory_map=False, TPCH-22, scale_factor=0.01, R 0.171 s -1.164
2023-01-16 16:36 R tpch arrow, native, memory_map=False, TPCH-22, scale_factor=0.1, R 0.140 s -1.072
2023-01-16 16:36 R tpch arrow, parquet, memory_map=False, TPCH-22, scale_factor=0.1, R 0.192 s -0.231
2023-01-16 16:37 R tpch arrow, parquet, memory_map=False, TPCH-22, scale_factor=10, R 2.422 s -1.306