Benchmarks
Date Lang Batch Benchmark Mean Z-Score Error
2023-01-15 04:29 R tpch arrow, native, memory_map=False, TPCH-01, scale_factor=1, R 0.318 s -1.048
2023-01-15 04:29 R tpch arrow, parquet, memory_map=False, TPCH-01, scale_factor=0.1, R 0.207 s -0.598
2023-01-15 04:29 R tpch arrow, native, memory_map=False, TPCH-01, scale_factor=0.01, R 0.144 s -0.811
2023-01-15 04:29 R tpch arrow, parquet, memory_map=False, TPCH-01, scale_factor=0.01, R 0.173 s -0.726
2023-01-15 04:29 R tpch arrow, native, memory_map=False, TPCH-01, scale_factor=0.1, R 0.156 s -0.271
2023-01-15 04:30 R tpch arrow, parquet, memory_map=False, TPCH-01, scale_factor=1, R 0.554 s -2.955
2023-01-15 04:30 R tpch arrow, parquet, memory_map=False, TPCH-01, scale_factor=10, R 3.584 s -0.840
2023-01-15 04:30 R tpch arrow, native, memory_map=False, TPCH-01, scale_factor=10, R 1.895 s 0.341
2023-01-15 04:30 R tpch arrow, native, memory_map=False, TPCH-02, scale_factor=0.01, R 0.194 s 0.064
2023-01-15 04:31 R tpch arrow, native, memory_map=False, TPCH-02, scale_factor=1, R 0.256 s -0.393
2023-01-15 04:31 R tpch arrow, parquet, memory_map=False, TPCH-02, scale_factor=0.01, R 0.236 s -2.142
2023-01-15 04:31 R tpch arrow, parquet, memory_map=False, TPCH-02, scale_factor=1, R 0.329 s -0.641
2023-01-15 04:31 R tpch arrow, native, memory_map=False, TPCH-02, scale_factor=0.1, R 0.201 s -0.139
2023-01-15 04:31 R tpch arrow, parquet, memory_map=False, TPCH-02, scale_factor=0.1, R 0.246 s -1.430
2023-01-15 04:31 R tpch arrow, parquet, memory_map=False, TPCH-02, scale_factor=10, R 1.171 s -1.799
2023-01-15 04:32 R tpch arrow, native, memory_map=False, TPCH-03, scale_factor=1, R 0.262 s 1.053
2023-01-15 04:32 R tpch arrow, parquet, memory_map=False, TPCH-03, scale_factor=0.01, R 0.194 s -1.315
2023-01-15 04:31 R tpch arrow, native, memory_map=False, TPCH-02, scale_factor=10, R 0.809 s -0.514
2023-01-15 04:32 R tpch arrow, native, memory_map=False, TPCH-03, scale_factor=0.01, R 0.160 s 1.386
2023-01-15 04:32 R tpch arrow, parquet, memory_map=False, TPCH-03, scale_factor=0.1, R 0.221 s -0.843
2023-01-15 04:32 R tpch arrow, native, memory_map=False, TPCH-03, scale_factor=0.1, R 0.168 s 0.146
2023-01-15 04:32 R tpch arrow, parquet, memory_map=False, TPCH-03, scale_factor=1, R 0.487 s -1.974
2023-01-15 04:33 R tpch arrow, native, memory_map=False, TPCH-03, scale_factor=10, R 1.220 s 0.567
2023-01-15 04:33 R tpch arrow, parquet, memory_map=False, TPCH-03, scale_factor=10, R 3.048 s -0.248
2023-01-15 04:33 R tpch arrow, parquet, memory_map=False, TPCH-04, scale_factor=0.01, R 0.167 s -1.069
2023-01-15 04:33 R tpch arrow, native, memory_map=False, TPCH-04, scale_factor=0.1, R 0.150 s -2.398
2023-01-15 04:33 R tpch arrow, native, memory_map=False, TPCH-04, scale_factor=0.01, R 0.140 s -0.330
2023-01-15 04:34 R tpch arrow, native, memory_map=False, TPCH-04, scale_factor=1, R 0.248 s 0.195
2023-01-15 04:33 R tpch arrow, parquet, memory_map=False, TPCH-04, scale_factor=0.1, R 0.177 s -1.880
2023-01-15 04:34 R tpch arrow, parquet, memory_map=False, TPCH-04, scale_factor=1, R 0.272 s -0.840
2023-01-15 04:35 R tpch arrow, parquet, memory_map=False, TPCH-04, scale_factor=10, R 1.105 s -3.616
2023-01-15 04:34 R tpch arrow, native, memory_map=False, TPCH-04, scale_factor=10, R 1.217 s 1.131
2023-01-15 04:35 R tpch arrow, parquet, memory_map=False, TPCH-05, scale_factor=0.01, R 0.223 s -1.207
2023-01-15 04:35 R tpch arrow, native, memory_map=False, TPCH-05, scale_factor=0.01, R 0.182 s -1.220
2023-01-15 04:35 R tpch arrow, parquet, memory_map=False, TPCH-05, scale_factor=1, R 0.523 s -1.429
2023-01-15 04:35 R tpch arrow, native, memory_map=False, TPCH-05, scale_factor=0.1, R 0.186 s -0.093
2023-01-15 04:35 R tpch arrow, native, memory_map=False, TPCH-05, scale_factor=1, R 0.243 s -0.571
2023-01-15 04:35 R tpch arrow, parquet, memory_map=False, TPCH-05, scale_factor=0.1, R 0.255 s -2.289
2023-01-15 04:36 R tpch arrow, native, memory_map=False, TPCH-05, scale_factor=10, R 0.810 s 0.535
2023-01-15 04:36 R tpch arrow, native, memory_map=False, TPCH-06, scale_factor=0.01, R 0.115 s -2.064
2023-01-15 04:36 R tpch arrow, parquet, memory_map=False, TPCH-06, scale_factor=0.01, R 0.144 s -1.436
2023-01-15 04:36 R tpch arrow, parquet, memory_map=False, TPCH-05, scale_factor=10, R 3.176 s -2.876
2023-01-15 04:37 R tpch arrow, native, memory_map=False, TPCH-06, scale_factor=1, R 0.148 s -0.384
2023-01-15 04:37 R tpch arrow, native, memory_map=False, TPCH-06, scale_factor=10, R 0.473 s -1.740
2023-01-15 04:38 R tpch arrow, native, memory_map=False, TPCH-07, scale_factor=0.01, R 0.201 s 0.202
2023-01-15 04:37 R tpch arrow, parquet, memory_map=False, TPCH-06, scale_factor=1, R 0.394 s -0.103
2023-01-15 04:38 R tpch arrow, parquet, memory_map=False, TPCH-07, scale_factor=0.01, R 0.241 s -1.963
2023-01-15 04:36 R tpch arrow, native, memory_map=False, TPCH-06, scale_factor=0.1, R 0.117 s -1.285
2023-01-15 04:38 R tpch arrow, parquet, memory_map=False, TPCH-06, scale_factor=10, R 2.516 s -0.373
2023-01-15 04:37 R tpch arrow, parquet, memory_map=False, TPCH-06, scale_factor=0.1, R 0.168 s -1.728
2023-01-15 04:38 R tpch arrow, native, memory_map=False, TPCH-07, scale_factor=1, R 0.280 s -0.774
2023-01-15 04:38 R tpch arrow, native, memory_map=False, TPCH-07, scale_factor=0.1, R 0.206 s -0.569
2023-01-15 04:38 R tpch arrow, parquet, memory_map=False, TPCH-07, scale_factor=0.1, R 0.269 s -1.334
2023-01-15 04:38 R tpch arrow, parquet, memory_map=False, TPCH-07, scale_factor=1, R 0.543 s -2.554
2023-01-15 04:39 R tpch arrow, native, memory_map=False, TPCH-07, scale_factor=10, R 0.953 s 0.840
2023-01-15 04:39 R tpch arrow, native, memory_map=False, TPCH-08, scale_factor=0.01, R 0.234 s -1.381
2023-01-15 04:40 R tpch arrow, parquet, memory_map=False, TPCH-08, scale_factor=0.1, R 0.312 s -1.928
2023-01-15 04:40 R tpch arrow, native, memory_map=False, TPCH-08, scale_factor=0.1, R 0.236 s -0.117
2023-01-15 04:39 R tpch arrow, parquet, memory_map=False, TPCH-07, scale_factor=10, R 3.173 s -1.331
2023-01-15 04:40 R tpch arrow, native, memory_map=False, TPCH-08, scale_factor=1, R 0.272 s -1.185
2023-01-15 04:40 R tpch arrow, parquet, memory_map=False, TPCH-08, scale_factor=0.01, R 0.281 s -0.874
2023-01-15 04:40 R tpch arrow, parquet, memory_map=False, TPCH-08, scale_factor=1, R 0.585 s -2.996
2023-01-15 04:41 R tpch arrow, parquet, memory_map=False, TPCH-08, scale_factor=10, R 3.394 s -1.565
2023-01-15 04:41 R tpch arrow, native, memory_map=False, TPCH-09, scale_factor=0.1, R 0.204 s 0.321
2023-01-15 04:41 R tpch arrow, parquet, memory_map=False, TPCH-09, scale_factor=0.1, R 0.272 s -0.199
2023-01-15 04:41 R tpch arrow, parquet, memory_map=False, TPCH-09, scale_factor=0.01, R 0.231 s -1.133
2023-01-15 04:41 R tpch arrow, native, memory_map=False, TPCH-08, scale_factor=10, R 0.652 s 0.917
2023-01-15 04:41 R tpch arrow, native, memory_map=False, TPCH-09, scale_factor=0.01, R 0.189 s -0.292
2023-01-15 04:43 R tpch arrow, native, memory_map=False, TPCH-10, scale_factor=1, R 0.262 s 0.664
2023-01-15 04:42 R tpch arrow, parquet, memory_map=False, TPCH-09, scale_factor=1, R 0.617 s -0.425
2023-01-15 04:42 R tpch arrow, native, memory_map=False, TPCH-09, scale_factor=1, R 0.300 s -0.047
2023-01-15 04:42 R tpch arrow, native, memory_map=False, TPCH-09, scale_factor=10, R 1.142 s -1.405
2023-01-15 04:43 R tpch arrow, native, memory_map=False, TPCH-10, scale_factor=0.01, R 0.179 s -1.478
2023-01-15 04:43 R tpch arrow, parquet, memory_map=False, TPCH-10, scale_factor=0.01, R 0.215 s -2.215
2023-01-15 04:43 R tpch arrow, parquet, memory_map=False, TPCH-10, scale_factor=0.1, R 0.245 s -1.018
2023-01-15 04:43 R tpch arrow, parquet, memory_map=False, TPCH-09, scale_factor=10, R 4.052 s -0.059
2023-01-15 04:43 R tpch arrow, native, memory_map=False, TPCH-10, scale_factor=0.1, R 0.185 s 0.036
2023-01-15 04:44 R tpch arrow, parquet, memory_map=False, TPCH-10, scale_factor=1, R 0.532 s 0.393
2023-01-15 04:44 R tpch arrow, native, memory_map=False, TPCH-10, scale_factor=10, R 1.013 s 0.732
2023-01-15 04:44 R tpch arrow, parquet, memory_map=False, TPCH-10, scale_factor=10, R 3.340 s -1.184
2023-01-15 04:45 R tpch arrow, parquet, memory_map=False, TPCH-11, scale_factor=0.01, R 0.188 s -1.630
2023-01-15 04:45 R tpch arrow, native, memory_map=False, TPCH-11, scale_factor=0.01, R 0.148 s 0.049
2023-01-15 04:45 R tpch arrow, native, memory_map=False, TPCH-11, scale_factor=0.1, R 0.165 s -1.586
2023-01-15 04:45 R tpch arrow, parquet, memory_map=False, TPCH-11, scale_factor=0.1, R 0.226 s -1.659
2023-01-15 04:45 R tpch arrow, native, memory_map=False, TPCH-11, scale_factor=1, R 0.266 s -0.390
2023-01-15 04:46 R tpch arrow, parquet, memory_map=False, TPCH-11, scale_factor=10, R 3.720 s -1.863
2023-01-15 04:45 R tpch arrow, parquet, memory_map=False, TPCH-11, scale_factor=1, R 0.524 s -2.657
2023-01-15 04:46 R tpch arrow, native, memory_map=False, TPCH-12, scale_factor=0.1, R 0.204 s -1.654
2023-01-15 04:45 R tpch arrow, native, memory_map=False, TPCH-11, scale_factor=10, R 1.469 s -0.950
2023-01-15 04:46 R tpch arrow, native, memory_map=False, TPCH-12, scale_factor=1, R 0.486 s -4.208
2023-01-15 04:46 R tpch arrow, parquet, memory_map=False, TPCH-12, scale_factor=1, R 1.211 s -2.890
2023-01-15 04:46 R tpch arrow, native, memory_map=False, TPCH-12, scale_factor=0.01, R 0.146 s -0.886
2023-01-15 04:46 R tpch arrow, parquet, memory_map=False, TPCH-12, scale_factor=0.01, R 0.186 s -2.312
2023-01-15 04:46 R tpch arrow, parquet, memory_map=False, TPCH-12, scale_factor=0.1, R 0.282 s -1.194
2023-01-15 04:47 R tpch arrow, native, memory_map=False, TPCH-12, scale_factor=10, R 3.424 s -3.844
2023-01-15 04:48 R tpch arrow, native, memory_map=False, TPCH-13, scale_factor=0.1, R 0.225 s -0.625
2023-01-15 04:48 R tpch arrow, native, memory_map=False, TPCH-13, scale_factor=0.01, R 0.128 s 0.164
2023-01-15 04:48 R tpch arrow, parquet, memory_map=False, TPCH-13, scale_factor=0.01, R 0.170 s -1.306
2023-01-15 04:48 R tpch arrow, parquet, memory_map=False, TPCH-12, scale_factor=10, R 9.477 s -4.615
2023-01-15 04:48 R tpch arrow, native, memory_map=False, TPCH-13, scale_factor=1, R 0.645 s -3.756
2023-01-15 04:48 R tpch arrow, parquet, memory_map=False, TPCH-13, scale_factor=0.1, R 0.296 s -0.668
2023-01-15 04:49 R tpch arrow, parquet, memory_map=False, TPCH-13, scale_factor=1, R 0.896 s -1.128
2023-01-15 04:50 R tpch arrow, parquet, memory_map=False, TPCH-13, scale_factor=10, R 7.287 s -1.160
2023-01-15 04:49 R tpch arrow, native, memory_map=False, TPCH-13, scale_factor=10, R 5.106 s -3.660
2023-01-15 04:50 R tpch arrow, native, memory_map=False, TPCH-14, scale_factor=1, R 0.368 s -3.468
2023-01-15 04:50 R tpch arrow, native, memory_map=False, TPCH-14, scale_factor=0.01, R 0.155 s -1.522
2023-01-15 04:50 R tpch arrow, parquet, memory_map=False, TPCH-14, scale_factor=0.01, R 0.195 s -1.842
2023-01-15 04:50 R tpch arrow, parquet, memory_map=False, TPCH-14, scale_factor=0.1, R 0.264 s -0.863
2023-01-15 04:50 R tpch arrow, native, memory_map=False, TPCH-14, scale_factor=0.1, R 0.179 s -1.108
2023-01-15 04:50 R tpch arrow, parquet, memory_map=False, TPCH-14, scale_factor=1, R 0.996 s -1.527
2023-01-15 04:51 R tpch arrow, native, memory_map=False, TPCH-14, scale_factor=10, R 2.216 s -3.253
2023-01-15 04:52 R tpch arrow, native, memory_map=False, TPCH-15, scale_factor=0.01, R 0.146 s 0.578
2023-01-15 04:52 R tpch arrow, native, memory_map=False, TPCH-15, scale_factor=0.1, R 0.153 s -1.125
2023-01-15 04:51 R tpch arrow, parquet, memory_map=False, TPCH-14, scale_factor=10, R 7.658 s -2.452
2023-01-15 04:52 R tpch arrow, parquet, memory_map=False, TPCH-15, scale_factor=0.1, R 0.208 s -0.687
2023-01-15 04:52 R tpch arrow, parquet, memory_map=False, TPCH-15, scale_factor=0.01, R 0.181 s -0.253
2023-01-15 04:52 R tpch arrow, native, memory_map=False, TPCH-15, scale_factor=1, R 0.215 s -3.619
2023-01-15 04:52 R tpch arrow, parquet, memory_map=False, TPCH-15, scale_factor=1, R 0.488 s -1.985
2023-01-15 04:53 R tpch arrow, native, memory_map=False, TPCH-15, scale_factor=10, R 0.861 s -0.543
2023-01-15 04:53 R tpch arrow, parquet, memory_map=False, TPCH-15, scale_factor=10, R 3.087 s -1.512
2023-01-15 04:54 R tpch arrow, native, memory_map=False, TPCH-16, scale_factor=1, R 0.239 s 0.820
2023-01-15 04:53 R tpch arrow, native, memory_map=False, TPCH-16, scale_factor=0.01, R 0.136 s 0.265
2023-01-15 04:53 R tpch arrow, parquet, memory_map=False, TPCH-16, scale_factor=0.01, R 0.171 s -1.048
2023-01-15 04:53 R tpch arrow, native, memory_map=False, TPCH-16, scale_factor=0.1, R 0.153 s 0.198
2023-01-15 04:53 R tpch arrow, parquet, memory_map=False, TPCH-16, scale_factor=0.1, R 0.207 s 0.565
2023-01-15 04:54 R tpch arrow, parquet, memory_map=False, TPCH-17, scale_factor=0.01, R 0.198 s -2.504
2023-01-15 04:54 R tpch arrow, parquet, memory_map=False, TPCH-16, scale_factor=1, R 0.450 s -0.076
2023-01-15 04:54 R tpch arrow, parquet, memory_map=False, TPCH-16, scale_factor=10, R 3.133 s -1.409
2023-01-15 04:54 R tpch arrow, native, memory_map=False, TPCH-16, scale_factor=10, R 1.155 s -0.408
2023-01-15 04:54 R tpch arrow, native, memory_map=False, TPCH-17, scale_factor=0.01, R 0.152 s -0.464
2023-01-15 04:55 R tpch arrow, native, memory_map=False, TPCH-17, scale_factor=0.1, R 0.156 s -0.882
2023-01-15 04:55 R tpch arrow, parquet, memory_map=False, TPCH-17, scale_factor=0.1, R 0.283 s -1.163
2023-01-15 04:55 R tpch arrow, native, memory_map=False, TPCH-17, scale_factor=1, R 0.220 s -0.213
2023-01-15 04:55 R tpch arrow, parquet, memory_map=False, TPCH-17, scale_factor=1, R 1.254 s -1.787
2023-01-15 04:56 R tpch arrow, native, memory_map=False, TPCH-17, scale_factor=10, R 0.854 s -0.066
2023-01-15 04:56 R tpch arrow, parquet, memory_map=False, TPCH-17, scale_factor=10, R 9.888 s -1.222
2023-01-15 04:56 R tpch arrow, native, memory_map=False, TPCH-18, scale_factor=0.01, R 0.137 s 0.062
2023-01-15 04:56 R tpch arrow, parquet, memory_map=False, TPCH-18, scale_factor=0.01, R 0.173 s 0.006
2023-01-15 04:57 R tpch arrow, native, memory_map=False, TPCH-18, scale_factor=0.1, R 0.150 s -0.693
2023-01-15 04:57 R tpch arrow, parquet, memory_map=False, TPCH-18, scale_factor=1, R 0.558 s -3.237
2023-01-15 04:57 R tpch arrow, native, memory_map=False, TPCH-18, scale_factor=1, R 0.327 s -0.921
2023-01-15 04:57 R tpch arrow, parquet, memory_map=False, TPCH-18, scale_factor=0.1, R 0.198 s 0.178
2023-01-15 04:58 R tpch arrow, native, memory_map=False, TPCH-18, scale_factor=10, R 3.012 s -1.672
2023-01-15 04:58 R tpch arrow, parquet, memory_map=False, TPCH-18, scale_factor=10, R 4.661 s -2.360
2023-01-15 04:58 R tpch arrow, native, memory_map=False, TPCH-19, scale_factor=0.01, R 0.189 s -2.868
2023-01-15 04:58 R tpch arrow, parquet, memory_map=False, TPCH-19, scale_factor=0.01, R 0.229 s -1.534
2023-01-15 04:59 R tpch arrow, native, memory_map=False, TPCH-19, scale_factor=1, R 0.975 s -0.830
2023-01-15 04:58 R tpch arrow, native, memory_map=False, TPCH-19, scale_factor=0.1, R 0.259 s -1.579
2023-01-15 04:59 R tpch arrow, parquet, memory_map=False, TPCH-19, scale_factor=0.1, R 0.335 s -0.219
2023-01-15 04:59 R tpch arrow, parquet, memory_map=False, TPCH-19, scale_factor=1, R 1.602 s -2.553
2023-01-15 05:00 R tpch arrow, native, memory_map=False, TPCH-19, scale_factor=10, R 10.218 s -0.546
2023-01-15 05:01 R tpch arrow, parquet, memory_map=False, TPCH-19, scale_factor=10, R 14.915 s -1.444
2023-01-15 05:01 R tpch arrow, native, memory_map=False, TPCH-20, scale_factor=0.01, R 0.181 s -1.249
2023-01-15 05:01 R tpch arrow, parquet, memory_map=False, TPCH-20, scale_factor=0.01, R 0.231 s -2.153
2023-01-15 05:01 R tpch arrow, parquet, memory_map=False, TPCH-20, scale_factor=0.1, R 0.301 s -1.014
2023-01-15 05:01 R tpch arrow, native, memory_map=False, TPCH-20, scale_factor=1, R 0.235 s 0.533
2023-01-15 05:01 R tpch arrow, native, memory_map=False, TPCH-20, scale_factor=0.1, R 0.183 s -0.100
2023-01-15 05:02 R tpch arrow, parquet, memory_map=False, TPCH-20, scale_factor=1, R 1.119 s -1.643
2023-01-15 05:02 R tpch arrow, native, memory_map=False, TPCH-20, scale_factor=10, R 0.779 s 0.719
2023-01-15 05:03 R tpch arrow, parquet, memory_map=False, TPCH-20, scale_factor=10, R 8.292 s -0.426
2023-01-15 05:03 R tpch arrow, native, memory_map=False, TPCH-21, scale_factor=0.01, R 0.277 s -1.417
2023-01-15 05:03 R tpch arrow, parquet, memory_map=False, TPCH-21, scale_factor=0.01, R 0.323 s -1.139
2023-01-15 05:03 R tpch arrow, native, memory_map=False, TPCH-21, scale_factor=0.1, R 0.505 s -1.633
2023-01-15 05:03 R tpch arrow, parquet, memory_map=False, TPCH-21, scale_factor=0.1, R 0.595 s 0.092
2023-01-15 05:04 R tpch arrow, native, memory_map=False, TPCH-21, scale_factor=1, R 2.593 s -1.686
2023-01-15 05:04 R tpch arrow, parquet, memory_map=False, TPCH-21, scale_factor=1, R 3.200 s -1.834
2023-01-15 05:05 R tpch arrow, parquet, memory_map=False, TPCH-22, scale_factor=0.01, R 0.171 s -1.479
2023-01-15 05:05 R tpch arrow, parquet, memory_map=False, TPCH-22, scale_factor=0.1, R 0.192 s -0.700
2023-01-15 05:05 R tpch arrow, native, memory_map=False, TPCH-22, scale_factor=0.01, R 0.136 s -0.607
2023-01-15 05:05 R tpch arrow, native, memory_map=False, TPCH-22, scale_factor=0.1, R 0.140 s -0.899
2023-01-15 05:05 R tpch arrow, native, memory_map=False, TPCH-22, scale_factor=1, R 0.158 s -1.202
2023-01-15 05:06 R tpch arrow, native, memory_map=False, TPCH-22, scale_factor=10, R 0.326 s -2.086
2023-01-15 05:05 R tpch arrow, parquet, memory_map=False, TPCH-22, scale_factor=1, R 0.389 s -1.168
2023-01-15 05:06 R tpch arrow, parquet, memory_map=False, TPCH-22, scale_factor=10, R 2.429 s -2.000