Benchmarks
Date Lang Batch Benchmark Mean Z-Score Error
2023-01-19 23:52 R tpch arrow, parquet, memory_map=False, TPCH-01, scale_factor=0.01, R 0.178 s -0.618
2023-01-19 23:52 R tpch arrow, native, memory_map=False, TPCH-01, scale_factor=0.01, R 0.146 s -1.884
2023-01-19 23:53 R tpch arrow, native, memory_map=False, TPCH-01, scale_factor=1, R 0.327 s -3.483
2023-01-19 23:54 R tpch arrow, native, memory_map=False, TPCH-02, scale_factor=0.01, R 0.205 s -2.910
2023-01-19 23:55 R tpch arrow, native, memory_map=False, TPCH-02, scale_factor=10, R 0.820 s -1.619
2023-01-19 23:54 R tpch arrow, parquet, memory_map=False, TPCH-02, scale_factor=0.01, R 0.246 s -3.164
2023-01-19 23:54 R tpch arrow, native, memory_map=False, TPCH-02, scale_factor=0.1, R 0.213 s -3.112
2023-01-19 23:54 R tpch arrow, native, memory_map=False, TPCH-02, scale_factor=1, R 0.267 s -2.933
2023-01-19 23:55 R tpch arrow, native, memory_map=False, TPCH-03, scale_factor=0.01, R 0.168 s -2.622
2023-01-19 23:54 R tpch arrow, parquet, memory_map=False, TPCH-02, scale_factor=1, R 0.333 s -1.391
2023-01-19 23:54 R tpch arrow, parquet, memory_map=False, TPCH-02, scale_factor=0.1, R 0.256 s -2.695
2023-01-19 23:53 R tpch arrow, parquet, memory_map=False, TPCH-01, scale_factor=0.1, R 0.211 s -2.509
2023-01-19 23:53 R tpch arrow, parquet, memory_map=False, TPCH-01, scale_factor=1, R 0.558 s -1.384
2023-01-19 23:55 R tpch arrow, parquet, memory_map=False, TPCH-02, scale_factor=10, R 1.172 s -1.036
2023-01-19 23:55 R tpch arrow, parquet, memory_map=False, TPCH-03, scale_factor=0.1, R 0.227 s -2.335
2023-01-19 23:55 R tpch arrow, parquet, memory_map=False, TPCH-03, scale_factor=1, R 0.486 s -0.720
2023-01-19 23:52 R tpch arrow, native, memory_map=False, TPCH-01, scale_factor=0.1, R 0.161 s -2.400
2023-01-19 23:53 R tpch arrow, native, memory_map=False, TPCH-01, scale_factor=10, R 1.921 s -1.073
2023-01-19 23:55 R tpch arrow, native, memory_map=False, TPCH-03, scale_factor=1, R 0.271 s -2.091
2023-01-19 23:54 R tpch arrow, parquet, memory_map=False, TPCH-01, scale_factor=10, R 3.612 s -1.409
2023-01-19 23:55 R tpch arrow, parquet, memory_map=False, TPCH-03, scale_factor=0.01, R 0.199 s -2.201
2023-01-19 23:55 R tpch arrow, native, memory_map=False, TPCH-03, scale_factor=0.1, R 0.174 s -2.116
2023-01-19 23:56 R tpch arrow, parquet, memory_map=False, TPCH-03, scale_factor=10, R 3.074 s -0.503
2023-01-19 23:57 R tpch arrow, native, memory_map=False, TPCH-04, scale_factor=0.01, R 0.145 s -0.695
2023-01-19 23:56 R tpch arrow, native, memory_map=False, TPCH-03, scale_factor=10, R 1.239 s -1.292
2023-01-19 23:57 R tpch arrow, parquet, memory_map=False, TPCH-04, scale_factor=0.01, R 0.171 s -2.403
2023-01-19 23:57 R tpch arrow, parquet, memory_map=False, TPCH-04, scale_factor=1, R 0.274 s -1.304
2023-01-19 23:57 R tpch arrow, parquet, memory_map=False, TPCH-04, scale_factor=0.1, R 0.180 s -2.099
2023-01-19 23:57 R tpch arrow, native, memory_map=False, TPCH-04, scale_factor=1, R 0.252 s -1.838
2023-01-19 23:57 R tpch arrow, native, memory_map=False, TPCH-04, scale_factor=0.1, R 0.151 s -2.078
2023-01-19 23:58 R tpch arrow, native, memory_map=False, TPCH-05, scale_factor=0.01, R 0.189 s -2.801
2023-01-19 23:58 R tpch arrow, native, memory_map=False, TPCH-04, scale_factor=10, R 1.236 s -0.607
2023-01-19 23:58 R tpch arrow, parquet, memory_map=False, TPCH-04, scale_factor=10, R 1.080 s -0.331
2023-01-19 23:58 R tpch arrow, parquet, memory_map=False, TPCH-05, scale_factor=0.01, R 0.233 s -3.340
2023-01-19 23:58 R tpch arrow, native, memory_map=False, TPCH-05, scale_factor=0.1, R 0.194 s -2.641
2023-01-19 23:59 R tpch arrow, native, memory_map=False, TPCH-05, scale_factor=1, R 0.252 s -2.972
2023-01-19 23:58 R tpch arrow, parquet, memory_map=False, TPCH-05, scale_factor=0.1, R 0.261 s -2.592
2023-01-19 23:59 R tpch arrow, parquet, memory_map=False, TPCH-05, scale_factor=1, R 0.529 s -0.842
2023-01-20 00:00 R tpch arrow, parquet, memory_map=False, TPCH-06, scale_factor=0.01, R 0.156 s -2.865
2023-01-19 23:59 R tpch arrow, native, memory_map=False, TPCH-05, scale_factor=10, R 0.828 s -1.435
2023-01-20 00:00 R tpch arrow, native, memory_map=False, TPCH-06, scale_factor=1, R 0.151 s -1.742
2023-01-20 00:00 R tpch arrow, native, memory_map=False, TPCH-06, scale_factor=0.01, R 0.117 s -1.722
2023-01-20 00:00 R tpch arrow, parquet, memory_map=False, TPCH-05, scale_factor=10, R 3.150 s -0.112
2023-01-20 00:00 R tpch arrow, native, memory_map=False, TPCH-06, scale_factor=0.1, R 0.120 s -1.725
2023-01-20 00:00 R tpch arrow, parquet, memory_map=False, TPCH-06, scale_factor=0.1, R 0.179 s -2.798
2023-01-20 00:01 R tpch arrow, native, memory_map=False, TPCH-06, scale_factor=10, R 0.475 s -1.433
2023-01-20 00:01 R tpch arrow, parquet, memory_map=False, TPCH-06, scale_factor=10, R 2.542 s -0.952
2023-01-20 00:01 R tpch arrow, native, memory_map=False, TPCH-07, scale_factor=0.01, R 0.210 s -2.529
2023-01-20 00:00 R tpch arrow, parquet, memory_map=False, TPCH-06, scale_factor=1, R 0.404 s -0.674
2023-01-20 00:02 R tpch arrow, parquet, memory_map=False, TPCH-07, scale_factor=1, R 0.551 s -1.220
2023-01-20 00:01 R tpch arrow, parquet, memory_map=False, TPCH-07, scale_factor=0.01, R 0.249 s -2.470
2023-01-20 00:02 R tpch arrow, parquet, memory_map=False, TPCH-07, scale_factor=0.1, R 0.278 s -2.449
2023-01-20 00:01 R tpch arrow, native, memory_map=False, TPCH-07, scale_factor=0.1, R 0.214 s -2.343
2023-01-20 00:02 R tpch arrow, native, memory_map=False, TPCH-07, scale_factor=1, R 0.288 s -2.346
2023-01-20 00:03 R tpch arrow, parquet, memory_map=False, TPCH-07, scale_factor=10, R 3.198 s -0.857
2023-01-20 00:03 R tpch arrow, native, memory_map=False, TPCH-07, scale_factor=10, R 0.968 s -1.529
2023-01-20 00:03 R tpch arrow, native, memory_map=False, TPCH-08, scale_factor=0.01, R 0.247 s -2.831
2023-01-20 00:03 R tpch arrow, native, memory_map=False, TPCH-08, scale_factor=0.1, R 0.251 s -2.515
2023-01-20 00:03 R tpch arrow, native, memory_map=False, TPCH-08, scale_factor=1, R 0.287 s -3.018
2023-01-20 00:03 R tpch arrow, parquet, memory_map=False, TPCH-08, scale_factor=0.01, R 0.294 s -3.082
2023-01-20 00:03 R tpch arrow, parquet, memory_map=False, TPCH-08, scale_factor=0.1, R 0.322 s -2.590
2023-01-20 00:04 R tpch arrow, parquet, memory_map=False, TPCH-08, scale_factor=1, R 0.594 s -1.870
2023-01-20 00:05 R tpch arrow, native, memory_map=False, TPCH-09, scale_factor=0.01, R 0.198 s -2.788
2023-01-20 00:04 R tpch arrow, native, memory_map=False, TPCH-08, scale_factor=10, R 0.675 s -3.355
2023-01-20 00:04 R tpch arrow, parquet, memory_map=False, TPCH-08, scale_factor=10, R 3.385 s -0.098
2023-01-20 00:05 R tpch arrow, parquet, memory_map=False, TPCH-09, scale_factor=0.1, R 0.278 s -1.045
2023-01-20 00:05 R tpch arrow, parquet, memory_map=False, TPCH-09, scale_factor=0.01, R 0.239 s -2.496
2023-01-20 00:05 R tpch arrow, native, memory_map=False, TPCH-09, scale_factor=0.1, R 0.212 s -2.257
2023-01-20 00:05 R tpch arrow, native, memory_map=False, TPCH-09, scale_factor=1, R 0.309 s -2.482
2023-01-20 00:05 R tpch arrow, parquet, memory_map=False, TPCH-09, scale_factor=1, R 0.623 s -0.545
2023-01-20 00:06 R tpch arrow, native, memory_map=False, TPCH-10, scale_factor=0.01, R 0.186 s -1.065
2023-01-20 00:06 R tpch arrow, native, memory_map=False, TPCH-09, scale_factor=10, R 1.153 s -1.901
2023-01-20 00:07 R tpch arrow, parquet, memory_map=False, TPCH-10, scale_factor=1, R 0.537 s -0.331
2023-01-20 00:07 R tpch arrow, native, memory_map=False, TPCH-10, scale_factor=1, R 0.272 s -2.863
2023-01-20 00:07 R tpch arrow, native, memory_map=False, TPCH-10, scale_factor=0.1, R 0.192 s -0.284
2023-01-20 00:06 R tpch arrow, parquet, memory_map=False, TPCH-09, scale_factor=10, R 4.022 s 0.081
2023-01-20 00:07 R tpch arrow, parquet, memory_map=False, TPCH-10, scale_factor=0.01, R 0.222 s -2.801
2023-01-20 00:07 R tpch arrow, parquet, memory_map=False, TPCH-10, scale_factor=0.1, R 0.256 s -3.429
2023-01-20 00:08 R tpch arrow, native, memory_map=False, TPCH-10, scale_factor=10, R 1.039 s -1.755
2023-01-20 00:08 R tpch arrow, native, memory_map=False, TPCH-11, scale_factor=0.1, R 0.171 s -2.591
2023-01-20 00:08 R tpch arrow, native, memory_map=False, TPCH-11, scale_factor=0.01, R 0.155 s -2.718
2023-01-20 00:08 R tpch arrow, parquet, memory_map=False, TPCH-11, scale_factor=0.01, R 0.193 s -2.132
2023-01-20 00:08 R tpch arrow, parquet, memory_map=False, TPCH-10, scale_factor=10, R 3.410 s -2.715
2023-01-20 00:09 R tpch arrow, parquet, memory_map=False, TPCH-11, scale_factor=1, R 0.528 s -0.939
2023-01-20 00:09 R tpch arrow, native, memory_map=False, TPCH-11, scale_factor=1, R 0.273 s -3.065
2023-01-20 00:09 R tpch arrow, parquet, memory_map=False, TPCH-11, scale_factor=0.1, R 0.233 s -2.855
2023-01-20 00:09 R tpch arrow, native, memory_map=False, TPCH-11, scale_factor=10, R 1.479 s -1.881
2023-01-20 00:09 R tpch arrow, native, memory_map=False, TPCH-12, scale_factor=0.01, R 0.152 s -2.634
2023-01-20 00:10 R tpch arrow, native, memory_map=False, TPCH-12, scale_factor=0.1, R 0.211 s -1.957
2023-01-20 00:09 R tpch arrow, parquet, memory_map=False, TPCH-11, scale_factor=10, R 3.721 s -0.459
2023-01-20 00:10 R tpch arrow, native, memory_map=False, TPCH-12, scale_factor=1, R 0.490 s -1.307
2023-01-20 00:10 R tpch arrow, parquet, memory_map=False, TPCH-12, scale_factor=0.01, R 0.190 s -2.123
2023-01-20 00:10 R tpch arrow, parquet, memory_map=False, TPCH-12, scale_factor=0.1, R 0.289 s -1.880
2023-01-20 00:10 R tpch arrow, parquet, memory_map=False, TPCH-12, scale_factor=1, R 1.196 s -0.343
2023-01-20 00:11 R tpch arrow, native, memory_map=False, TPCH-12, scale_factor=10, R 3.442 s -1.004
2023-01-20 00:12 R tpch arrow, parquet, memory_map=False, TPCH-13, scale_factor=0.01, R 0.174 s -1.351
2023-01-20 00:11 R tpch arrow, parquet, memory_map=False, TPCH-12, scale_factor=10, R 9.335 s -0.573
2023-01-20 00:12 R tpch arrow, native, memory_map=False, TPCH-13, scale_factor=0.01, R 0.132 s -1.904
2023-01-20 00:12 R tpch arrow, parquet, memory_map=False, TPCH-13, scale_factor=0.1, R 0.301 s -0.718
2023-01-20 00:12 R tpch arrow, parquet, memory_map=False, TPCH-13, scale_factor=1, R 0.899 s -0.642
2023-01-20 00:12 R tpch arrow, native, memory_map=False, TPCH-13, scale_factor=0.1, R 0.229 s -1.138
2023-01-20 00:12 R tpch arrow, native, memory_map=False, TPCH-13, scale_factor=1, R 0.648 s -1.088
2023-01-20 00:13 R tpch arrow, native, memory_map=False, TPCH-13, scale_factor=10, R 5.121 s -1.091
2023-01-20 00:13 R tpch arrow, parquet, memory_map=False, TPCH-13, scale_factor=10, R 7.276 s -0.107
2023-01-20 00:13 R tpch arrow, parquet, memory_map=False, TPCH-14, scale_factor=0.01, R 0.201 s -2.864
2023-01-20 00:13 R tpch arrow, native, memory_map=False, TPCH-14, scale_factor=0.01, R 0.161 s -2.268
2023-01-20 00:14 R tpch arrow, parquet, memory_map=False, TPCH-14, scale_factor=0.1, R 0.271 s -2.341
2023-01-20 00:13 R tpch arrow, native, memory_map=False, TPCH-14, scale_factor=0.1, R 0.183 s -1.340
2023-01-20 00:14 R tpch arrow, native, memory_map=False, TPCH-14, scale_factor=1, R 0.367 s -0.943
2023-01-20 00:15 R tpch arrow, native, memory_map=False, TPCH-15, scale_factor=0.01, R 0.153 s -2.590
2023-01-20 00:16 R tpch arrow, native, memory_map=False, TPCH-15, scale_factor=1, R 0.217 s -0.722
2023-01-20 00:20 R tpch arrow, native, memory_map=False, TPCH-18, scale_factor=0.01, R 0.143 s -0.366
2023-01-20 00:24 R tpch arrow, parquet, memory_map=False, TPCH-19, scale_factor=10, R 14.927 s -0.258
2023-01-20 00:14 R tpch arrow, parquet, memory_map=False, TPCH-14, scale_factor=1, R 1.013 s -1.254
2023-01-20 00:14 R tpch arrow, native, memory_map=False, TPCH-14, scale_factor=10, R 2.212 s -0.649
2023-01-20 00:18 R tpch arrow, parquet, memory_map=False, TPCH-17, scale_factor=1, R 1.226 s 0.616
2023-01-20 00:20 R tpch arrow, parquet, memory_map=False, TPCH-17, scale_factor=10, R 10.258 s -2.269
2023-01-20 00:17 R tpch arrow, parquet, memory_map=False, TPCH-16, scale_factor=1, R 0.457 s -1.170
2023-01-20 00:15 R tpch arrow, native, memory_map=False, TPCH-15, scale_factor=0.1, R 0.159 s -2.731
2023-01-20 00:17 R tpch arrow, native, memory_map=False, TPCH-16, scale_factor=0.01, R 0.142 s -2.583
2023-01-20 00:17 R tpch arrow, native, memory_map=False, TPCH-16, scale_factor=10, R 1.162 s -1.041
2023-01-20 00:21 R tpch arrow, native, memory_map=False, TPCH-18, scale_factor=10, R 2.972 s 0.539
2023-01-20 00:22 R tpch arrow, native, memory_map=False, TPCH-19, scale_factor=0.01, R 0.197 s -2.439
2023-01-20 00:22 R tpch arrow, parquet, memory_map=False, TPCH-19, scale_factor=1, R 1.621 s -1.576
2023-01-20 00:25 R tpch arrow, parquet, memory_map=False, TPCH-20, scale_factor=1, R 1.129 s -1.119
2023-01-20 00:15 R tpch arrow, parquet, memory_map=False, TPCH-15, scale_factor=0.01, R 0.186 s -1.986
2023-01-20 00:18 R tpch arrow, parquet, memory_map=False, TPCH-17, scale_factor=0.01, R 0.206 s -2.728
2023-01-20 00:20 R tpch arrow, parquet, memory_map=False, TPCH-18, scale_factor=1, R 0.539 s -0.018
2023-01-20 00:15 R tpch arrow, parquet, memory_map=False, TPCH-15, scale_factor=0.1, R 0.214 s -2.504
2023-01-20 00:16 R tpch arrow, parquet, memory_map=False, TPCH-15, scale_factor=1, R 0.483 s -0.676
2023-01-20 00:17 R tpch arrow, parquet, memory_map=False, TPCH-16, scale_factor=0.01, R 0.175 s -2.091
2023-01-20 00:17 R tpch arrow, parquet, memory_map=False, TPCH-16, scale_factor=0.1, R 0.214 s -2.353
2023-01-20 00:15 R tpch arrow, parquet, memory_map=False, TPCH-14, scale_factor=10, R 7.699 s -1.013
2023-01-20 00:17 R tpch arrow, parquet, memory_map=False, TPCH-15, scale_factor=10, R 3.098 s -0.666
2023-01-20 00:18 R tpch arrow, parquet, memory_map=False, TPCH-16, scale_factor=10, R 3.129 s -0.395
2023-01-20 00:18 R tpch arrow, parquet, memory_map=False, TPCH-17, scale_factor=0.1, R 0.289 s -1.753
2023-01-20 00:16 R tpch arrow, native, memory_map=False, TPCH-15, scale_factor=10, R 0.866 s -1.060
2023-01-20 00:17 R tpch arrow, native, memory_map=False, TPCH-16, scale_factor=1, R 0.245 s -2.032
2023-01-20 00:20 R tpch arrow, native, memory_map=False, TPCH-18, scale_factor=0.1, R 0.157 s -2.960
2023-01-20 00:20 R tpch arrow, native, memory_map=False, TPCH-18, scale_factor=1, R 0.332 s -2.064
2023-01-20 00:17 R tpch arrow, native, memory_map=False, TPCH-16, scale_factor=0.1, R 0.160 s -2.146
2023-01-20 00:18 R tpch arrow, native, memory_map=False, TPCH-17, scale_factor=0.01, R 0.161 s -2.602
2023-01-20 00:18 R tpch arrow, native, memory_map=False, TPCH-17, scale_factor=0.1, R 0.166 s -2.960
2023-01-20 00:18 R tpch arrow, native, memory_map=False, TPCH-17, scale_factor=1, R 0.231 s -2.901
2023-01-20 00:24 R tpch arrow, parquet, memory_map=False, TPCH-20, scale_factor=0.01, R 0.242 s -2.936
2023-01-20 00:19 R tpch arrow, native, memory_map=False, TPCH-17, scale_factor=10, R 0.873 s -3.314
2023-01-20 00:22 R tpch arrow, native, memory_map=False, TPCH-19, scale_factor=0.1, R 0.269 s -2.621
2023-01-20 00:25 R tpch arrow, parquet, memory_map=False, TPCH-20, scale_factor=0.1, R 0.313 s -2.638
2023-01-20 00:20 R tpch arrow, parquet, memory_map=False, TPCH-18, scale_factor=0.01, R 0.179 s -2.610
2023-01-20 00:20 R tpch arrow, parquet, memory_map=False, TPCH-18, scale_factor=0.1, R 0.207 s -3.200
2023-01-20 00:21 R tpch arrow, parquet, memory_map=False, TPCH-18, scale_factor=10, R 4.454 s -0.153
2023-01-20 00:22 R tpch arrow, parquet, memory_map=False, TPCH-19, scale_factor=0.01, R 0.239 s -2.762
2023-01-20 00:24 R tpch arrow, native, memory_map=False, TPCH-20, scale_factor=0.01, R 0.191 s -2.841
2023-01-20 00:25 R tpch arrow, native, memory_map=False, TPCH-20, scale_factor=1, R 0.247 s -2.759
2023-01-20 00:26 R tpch arrow, native, memory_map=False, TPCH-20, scale_factor=10, R 0.790 s -0.687
2023-01-20 00:24 R tpch arrow, native, memory_map=False, TPCH-20, scale_factor=0.1, R 0.192 s -2.109
2023-01-20 00:22 R tpch arrow, parquet, memory_map=False, TPCH-19, scale_factor=0.1, R 0.345 s -1.394
2023-01-20 00:22 R tpch arrow, native, memory_map=False, TPCH-19, scale_factor=1, R 0.972 s -0.108
2023-01-20 00:23 R tpch arrow, native, memory_map=False, TPCH-19, scale_factor=10, R 10.200 s -0.102
2023-01-20 00:27 R tpch arrow, parquet, memory_map=False, TPCH-21, scale_factor=0.1, R 0.625 s -3.406
2023-01-20 00:26 R tpch arrow, native, memory_map=False, TPCH-21, scale_factor=0.01, R 0.293 s -2.795
2023-01-20 00:26 R tpch arrow, native, memory_map=False, TPCH-21, scale_factor=0.1, R 0.518 s -2.272
2023-01-20 00:27 R tpch arrow, parquet, memory_map=False, TPCH-21, scale_factor=1, R 3.195 s -0.528
2023-01-20 00:28 R tpch arrow, parquet, memory_map=False, TPCH-22, scale_factor=0.01, R 0.177 s -3.042
2023-01-20 00:29 R tpch arrow, parquet, memory_map=False, TPCH-22, scale_factor=10, R 2.419 s -0.667
2023-01-20 00:26 R tpch arrow, parquet, memory_map=False, TPCH-20, scale_factor=10, R 8.296 s -0.154
2023-01-20 00:26 R tpch arrow, parquet, memory_map=False, TPCH-21, scale_factor=0.01, R 0.339 s -2.561
2023-01-20 00:27 R tpch arrow, native, memory_map=False, TPCH-21, scale_factor=1, R 2.599 s -1.358
2023-01-20 00:28 R tpch arrow, native, memory_map=False, TPCH-22, scale_factor=1, R 0.164 s -2.675
2023-01-20 00:29 R tpch arrow, native, memory_map=False, TPCH-22, scale_factor=10, R 0.328 s -1.726
2023-01-20 00:28 R tpch arrow, native, memory_map=False, TPCH-22, scale_factor=0.01, R 0.142 s -2.944
2023-01-20 00:29 R tpch arrow, parquet, memory_map=False, TPCH-22, scale_factor=1, R 0.392 s -1.314
2023-01-20 00:28 R tpch arrow, native, memory_map=False, TPCH-22, scale_factor=0.1, R 0.146 s -2.427
2023-01-20 00:28 R tpch arrow, parquet, memory_map=False, TPCH-22, scale_factor=0.1, R 0.199 s -3.158