Benchmarks
Date Lang Batch Benchmark Mean Z-Score Error
2023-01-15 06:20 R tpch arrow, parquet, memory_map=False, TPCH-01, scale_factor=0.01, R 0.173 s -0.265
2023-01-15 06:22 R tpch arrow, native, memory_map=False, TPCH-02, scale_factor=0.1, R 0.201 s -0.484
2023-01-15 06:20 R tpch arrow, native, memory_map=False, TPCH-01, scale_factor=0.01, R 0.143 s -0.450
2023-01-15 06:23 R tpch arrow, parquet, memory_map=False, TPCH-03, scale_factor=0.1, R 0.222 s -1.883
2023-01-15 06:23 R tpch arrow, native, memory_map=False, TPCH-03, scale_factor=1, R 0.265 s 0.240
2023-01-15 06:26 R tpch arrow, native, memory_map=False, TPCH-05, scale_factor=0.01, R 0.182 s -0.601
2023-01-15 06:20 R tpch arrow, parquet, memory_map=False, TPCH-01, scale_factor=0.1, R 0.207 s -1.129
2023-01-15 06:22 R tpch arrow, parquet, memory_map=False, TPCH-02, scale_factor=0.01, R 0.234 s -0.274
2023-01-15 06:22 R tpch arrow, parquet, memory_map=False, TPCH-02, scale_factor=0.1, R 0.246 s -0.634
2023-01-15 06:25 R tpch arrow, parquet, memory_map=False, TPCH-04, scale_factor=0.1, R 0.176 s -0.741
2023-01-15 06:20 R tpch arrow, native, memory_map=False, TPCH-01, scale_factor=1, R 0.312 s 1.167
2023-01-15 06:22 R tpch arrow, native, memory_map=False, TPCH-02, scale_factor=0.01, R 0.196 s -1.439
2023-01-15 06:22 R tpch arrow, native, memory_map=False, TPCH-02, scale_factor=1, R 0.256 s -0.277
2023-01-15 06:22 R tpch arrow, native, memory_map=False, TPCH-02, scale_factor=10, R 0.812 s -0.705
2023-01-15 06:25 R tpch arrow, native, memory_map=False, TPCH-04, scale_factor=1, R 0.249 s -0.424
2023-01-15 06:25 R tpch arrow, parquet, memory_map=False, TPCH-04, scale_factor=1, R 0.272 s -0.490
2023-01-15 06:24 R tpch arrow, parquet, memory_map=False, TPCH-04, scale_factor=0.01, R 0.166 s 0.073
2023-01-15 06:25 R tpch arrow, native, memory_map=False, TPCH-04, scale_factor=10, R 1.211 s 1.777
2023-01-15 06:26 R tpch arrow, native, memory_map=False, TPCH-05, scale_factor=0.1, R 0.187 s -0.830
2023-01-15 06:20 R tpch arrow, native, memory_map=False, TPCH-01, scale_factor=0.1, R 0.157 s -0.836
2023-01-15 06:21 R tpch arrow, native, memory_map=False, TPCH-01, scale_factor=10, R 1.873 s 1.300
2023-01-15 06:23 R tpch arrow, native, memory_map=False, TPCH-03, scale_factor=0.1, R 0.168 s 0.367
2023-01-15 06:24 R tpch arrow, parquet, memory_map=False, TPCH-03, scale_factor=10, R 3.072 s -1.075
2023-01-15 06:22 R tpch arrow, parquet, memory_map=False, TPCH-02, scale_factor=10, R 1.165 s -1.262
2023-01-15 06:24 R tpch arrow, native, memory_map=False, TPCH-03, scale_factor=10, R 1.221 s 0.531
2023-01-15 06:26 R tpch arrow, parquet, memory_map=False, TPCH-04, scale_factor=10, R 1.073 s -0.207
2023-01-15 06:21 R tpch arrow, parquet, memory_map=False, TPCH-01, scale_factor=1, R 0.558 s -3.705
2023-01-15 06:21 R tpch arrow, parquet, memory_map=False, TPCH-01, scale_factor=10, R 3.566 s -0.335
2023-01-15 06:23 R tpch arrow, parquet, memory_map=False, TPCH-03, scale_factor=0.01, R 0.192 s 0.434
2023-01-15 06:23 R tpch arrow, parquet, memory_map=False, TPCH-03, scale_factor=1, R 0.485 s -1.587
2023-01-15 06:24 R tpch arrow, native, memory_map=False, TPCH-04, scale_factor=0.01, R 0.140 s -0.089
2023-01-15 06:24 R tpch arrow, native, memory_map=False, TPCH-04, scale_factor=0.1, R 0.149 s -1.011
2023-01-15 06:27 R tpch arrow, native, memory_map=False, TPCH-05, scale_factor=10, R 0.817 s -0.388
2023-01-15 06:22 R tpch arrow, parquet, memory_map=False, TPCH-02, scale_factor=1, R 0.327 s -0.327
2023-01-15 06:23 R tpch arrow, native, memory_map=False, TPCH-03, scale_factor=0.01, R 0.161 s 0.312
2023-01-15 06:26 R tpch arrow, parquet, memory_map=False, TPCH-05, scale_factor=0.1, R 0.254 s -1.649
2023-01-15 06:26 R tpch arrow, parquet, memory_map=False, TPCH-05, scale_factor=0.01, R 0.223 s -1.142
2023-01-15 06:28 R tpch arrow, parquet, memory_map=False, TPCH-06, scale_factor=0.1, R 0.168 s -1.741
2023-01-15 06:28 R tpch arrow, parquet, memory_map=False, TPCH-06, scale_factor=1, R 0.395 s -0.196
2023-01-15 06:27 R tpch arrow, native, memory_map=False, TPCH-06, scale_factor=0.01, R 0.114 s -1.918
2023-01-15 06:30 R tpch arrow, parquet, memory_map=False, TPCH-07, scale_factor=10, R 3.215 s -2.707
2023-01-15 06:31 R tpch arrow, parquet, memory_map=False, TPCH-08, scale_factor=0.1, R 0.313 s -2.740
2023-01-15 06:31 R tpch arrow, parquet, memory_map=False, TPCH-08, scale_factor=1, R 0.586 s -3.007
2023-01-15 06:26 R tpch arrow, parquet, memory_map=False, TPCH-05, scale_factor=1, R 0.518 s -0.690
2023-01-15 06:27 R tpch arrow, parquet, memory_map=False, TPCH-05, scale_factor=10, R 3.173 s -2.590
2023-01-15 06:28 R tpch arrow, native, memory_map=False, TPCH-06, scale_factor=1, R 0.148 s -0.805
2023-01-15 06:29 R tpch arrow, native, memory_map=False, TPCH-07, scale_factor=0.1, R 0.206 s -0.644
2023-01-15 06:26 R tpch arrow, native, memory_map=False, TPCH-05, scale_factor=1, R 0.243 s -0.682
2023-01-15 06:28 R tpch arrow, native, memory_map=False, TPCH-06, scale_factor=10, R 0.479 s -3.827
2023-01-15 06:29 R tpch arrow, native, memory_map=False, TPCH-07, scale_factor=1, R 0.282 s -2.030
2023-01-15 06:27 R tpch arrow, parquet, memory_map=False, TPCH-06, scale_factor=0.01, R 0.144 s -1.776
2023-01-15 06:29 R tpch arrow, parquet, memory_map=False, TPCH-07, scale_factor=0.1, R 0.269 s -1.368
2023-01-15 06:32 R tpch arrow, native, memory_map=False, TPCH-08, scale_factor=10, R 0.651 s 1.158
2023-01-15 06:29 R tpch arrow, parquet, memory_map=False, TPCH-07, scale_factor=0.01, R 0.239 s -0.216
2023-01-15 06:30 R tpch arrow, native, memory_map=False, TPCH-07, scale_factor=10, R 0.949 s 1.747
2023-01-15 06:31 R tpch arrow, native, memory_map=False, TPCH-08, scale_factor=0.1, R 0.235 s 0.211
2023-01-15 06:29 R tpch arrow, native, memory_map=False, TPCH-07, scale_factor=0.01, R 0.201 s -0.512
2023-01-15 06:28 R tpch arrow, native, memory_map=False, TPCH-06, scale_factor=0.1, R 0.117 s -0.512
2023-01-15 06:29 R tpch arrow, parquet, memory_map=False, TPCH-06, scale_factor=10, R 2.519 s -0.471
2023-01-15 06:29 R tpch arrow, parquet, memory_map=False, TPCH-07, scale_factor=1, R 0.543 s -2.442
2023-01-15 06:30 R tpch arrow, native, memory_map=False, TPCH-08, scale_factor=0.01, R 0.235 s -2.085
2023-01-15 06:34 R tpch arrow, native, memory_map=False, TPCH-10, scale_factor=0.01, R 0.178 s -1.083
2023-01-15 06:30 R tpch arrow, parquet, memory_map=False, TPCH-08, scale_factor=0.01, R 0.280 s -0.446
2023-01-15 06:31 R tpch arrow, native, memory_map=False, TPCH-08, scale_factor=1, R 0.272 s -1.152
2023-01-15 06:32 R tpch arrow, native, memory_map=False, TPCH-09, scale_factor=0.1, R 0.204 s 0.904
2023-01-15 06:32 R tpch arrow, native, memory_map=False, TPCH-09, scale_factor=0.01, R 0.190 s -1.048
2023-01-15 06:34 R tpch arrow, native, memory_map=False, TPCH-10, scale_factor=0.1, R 0.185 s 0.024
2023-01-15 06:32 R tpch arrow, parquet, memory_map=False, TPCH-09, scale_factor=0.01, R 0.233 s -2.055
2023-01-15 06:32 R tpch arrow, parquet, memory_map=False, TPCH-08, scale_factor=10, R 3.451 s -3.353
2023-01-15 06:32 R tpch arrow, parquet, memory_map=False, TPCH-09, scale_factor=0.1, R 0.272 s -0.316
2023-01-15 06:34 R tpch arrow, parquet, memory_map=False, TPCH-10, scale_factor=0.01, R 0.214 s -1.493
2023-01-15 06:33 R tpch arrow, native, memory_map=False, TPCH-09, scale_factor=1, R 0.299 s 0.526
2023-01-15 06:34 R tpch arrow, parquet, memory_map=False, TPCH-09, scale_factor=10, R 4.029 s -0.002
2023-01-15 06:33 R tpch arrow, parquet, memory_map=False, TPCH-09, scale_factor=1, R 0.616 s -0.061
2023-01-15 06:33 R tpch arrow, native, memory_map=False, TPCH-09, scale_factor=10, R 1.146 s -2.104
2023-01-15 06:34 R tpch arrow, parquet, memory_map=False, TPCH-10, scale_factor=1, R 0.540 s -1.229
2023-01-15 06:34 R tpch arrow, parquet, memory_map=False, TPCH-10, scale_factor=0.1, R 0.245 s -0.432
2023-01-15 06:34 R tpch arrow, native, memory_map=False, TPCH-10, scale_factor=1, R 0.263 s 0.412
2023-01-15 06:36 R tpch arrow, native, memory_map=False, TPCH-11, scale_factor=10, R 1.470 s -0.934
2023-01-15 06:35 R tpch arrow, native, memory_map=False, TPCH-10, scale_factor=10, R 1.013 s 0.708
2023-01-15 06:36 R tpch arrow, native, memory_map=False, TPCH-11, scale_factor=1, R 0.267 s -1.026
2023-01-15 06:35 R tpch arrow, parquet, memory_map=False, TPCH-10, scale_factor=10, R 3.339 s -1.142
2023-01-15 06:35 R tpch arrow, native, memory_map=False, TPCH-11, scale_factor=0.01, R 0.149 s -0.964
2023-01-15 06:36 R tpch arrow, native, memory_map=False, TPCH-11, scale_factor=0.1, R 0.164 s -0.569
2023-01-15 06:36 R tpch arrow, parquet, memory_map=False, TPCH-11, scale_factor=0.1, R 0.226 s -1.267
2023-01-15 06:36 R tpch arrow, parquet, memory_map=False, TPCH-11, scale_factor=0.01, R 0.188 s -1.478
2023-01-15 06:36 R tpch arrow, parquet, memory_map=False, TPCH-11, scale_factor=1, R 0.519 s -1.319
2023-01-15 06:37 R tpch arrow, parquet, memory_map=False, TPCH-11, scale_factor=10, R 3.731 s -2.240
2023-01-15 06:37 R tpch arrow, native, memory_map=False, TPCH-12, scale_factor=0.1, R 0.206 s -2.606
2023-01-15 06:37 R tpch arrow, native, memory_map=False, TPCH-12, scale_factor=0.01, R 0.146 s -1.540
2023-01-15 06:37 R tpch arrow, parquet, memory_map=False, TPCH-12, scale_factor=0.01, R 0.185 s -1.974
2023-01-15 06:37 R tpch arrow, parquet, memory_map=False, TPCH-12, scale_factor=0.1, R 0.282 s -1.082
2023-01-15 06:37 R tpch arrow, native, memory_map=False, TPCH-12, scale_factor=1, R 0.487 s -4.024
2023-01-15 06:37 R tpch arrow, parquet, memory_map=False, TPCH-12, scale_factor=1, R 1.210 s -2.689
2023-01-15 06:38 R tpch arrow, native, memory_map=False, TPCH-12, scale_factor=10, R 3.435 s -3.998
2023-01-15 06:39 R tpch arrow, native, memory_map=False, TPCH-13, scale_factor=1, R 0.649 s -4.411
2023-01-15 06:39 R tpch arrow, parquet, memory_map=False, TPCH-13, scale_factor=0.01, R 0.170 s -1.281
2023-01-15 06:39 R tpch arrow, native, memory_map=False, TPCH-13, scale_factor=0.01, R 0.129 s -1.126
2023-01-15 06:39 R tpch arrow, parquet, memory_map=False, TPCH-13, scale_factor=1, R 0.895 s -1.024
2023-01-15 06:39 R tpch arrow, parquet, memory_map=False, TPCH-12, scale_factor=10, R 9.349 s -2.759
2023-01-15 06:39 R tpch arrow, parquet, memory_map=False, TPCH-13, scale_factor=0.1, R 0.299 s -1.098
2023-01-15 06:39 R tpch arrow, native, memory_map=False, TPCH-13, scale_factor=0.1, R 0.228 s -2.241
2023-01-15 06:40 R tpch arrow, native, memory_map=False, TPCH-13, scale_factor=10, R 5.112 s -3.616
2023-01-15 06:41 R tpch arrow, native, memory_map=False, TPCH-14, scale_factor=1, R 0.365 s -1.970
2023-01-15 06:41 R tpch arrow, parquet, memory_map=False, TPCH-14, scale_factor=0.01, R 0.195 s -1.768
2023-01-15 06:41 R tpch arrow, native, memory_map=False, TPCH-14, scale_factor=0.1, R 0.180 s -1.769
2023-01-15 06:40 R tpch arrow, native, memory_map=False, TPCH-14, scale_factor=0.01, R 0.155 s -1.238
2023-01-15 06:40 R tpch arrow, parquet, memory_map=False, TPCH-13, scale_factor=10, R 7.308 s -1.433
2023-01-15 06:41 R tpch arrow, parquet, memory_map=False, TPCH-14, scale_factor=0.1, R 0.265 s -1.586
2023-01-15 06:41 R tpch arrow, parquet, memory_map=False, TPCH-14, scale_factor=1, R 1.002 s -2.006
2023-01-15 06:42 R tpch arrow, native, memory_map=False, TPCH-14, scale_factor=10, R 2.214 s -2.931
2023-01-15 06:42 R tpch arrow, parquet, memory_map=False, TPCH-15, scale_factor=0.01, R 0.182 s -0.301
2023-01-15 06:43 R tpch arrow, native, memory_map=False, TPCH-15, scale_factor=1, R 0.213 s -1.536
2023-01-15 06:42 R tpch arrow, parquet, memory_map=False, TPCH-14, scale_factor=10, R 7.628 s -1.838
2023-01-15 06:42 R tpch arrow, native, memory_map=False, TPCH-15, scale_factor=0.1, R 0.153 s -1.274
2023-01-15 06:43 R tpch arrow, parquet, memory_map=False, TPCH-15, scale_factor=0.1, R 0.209 s -1.456
2023-01-15 06:43 R tpch arrow, parquet, memory_map=False, TPCH-15, scale_factor=1, R 0.475 s 0.069
2023-01-15 06:42 R tpch arrow, native, memory_map=False, TPCH-15, scale_factor=0.01, R 0.149 s -1.843
2023-01-15 06:43 R tpch arrow, native, memory_map=False, TPCH-15, scale_factor=10, R 0.863 s -0.823
2023-01-15 06:44 R tpch arrow, parquet, memory_map=False, TPCH-16, scale_factor=0.01, R 0.171 s -1.055
2023-01-15 06:44 R tpch arrow, native, memory_map=False, TPCH-16, scale_factor=0.01, R 0.137 s -0.525
2023-01-15 06:44 R tpch arrow, native, memory_map=False, TPCH-16, scale_factor=1, R 0.241 s -0.891
2023-01-15 06:44 R tpch arrow, parquet, memory_map=False, TPCH-16, scale_factor=1, R 0.458 s -1.464
2023-01-15 06:44 R tpch arrow, parquet, memory_map=False, TPCH-15, scale_factor=10, R 3.083 s -1.261
2023-01-15 06:44 R tpch arrow, parquet, memory_map=False, TPCH-16, scale_factor=0.1, R 0.210 s -2.031
2023-01-15 06:44 R tpch arrow, native, memory_map=False, TPCH-16, scale_factor=0.1, R 0.155 s 0.061
2023-01-15 06:45 R tpch arrow, native, memory_map=False, TPCH-17, scale_factor=0.01, R 0.153 s -2.140
2023-01-15 06:46 R tpch arrow, parquet, memory_map=False, TPCH-17, scale_factor=1, R 1.262 s -2.187
2023-01-15 06:45 R tpch arrow, parquet, memory_map=False, TPCH-16, scale_factor=10, R 3.153 s -2.339
2023-01-15 06:45 R tpch arrow, parquet, memory_map=False, TPCH-17, scale_factor=0.01, R 0.197 s -1.882
2023-01-15 06:45 R tpch arrow, native, memory_map=False, TPCH-16, scale_factor=10, R 1.159 s -0.983
2023-01-15 06:45 R tpch arrow, native, memory_map=False, TPCH-17, scale_factor=0.1, R 0.157 s -1.879
2023-01-15 06:45 R tpch arrow, parquet, memory_map=False, TPCH-17, scale_factor=0.1, R 0.281 s 0.075
2023-01-15 06:45 R tpch arrow, native, memory_map=False, TPCH-17, scale_factor=1, R 0.220 s 0.150
2023-01-15 06:46 R tpch arrow, native, memory_map=False, TPCH-17, scale_factor=10, R 0.856 s -0.599
2023-01-15 06:47 R tpch arrow, parquet, memory_map=False, TPCH-17, scale_factor=10, R 9.544 s -0.106
2023-01-15 06:47 R tpch arrow, parquet, memory_map=False, TPCH-18, scale_factor=0.1, R 0.200 s -1.341
2023-01-15 06:47 R tpch arrow, native, memory_map=False, TPCH-18, scale_factor=0.1, R 0.152 s -1.995
2023-01-15 06:47 R tpch arrow, native, memory_map=False, TPCH-18, scale_factor=0.01, R 0.137 s 0.603
2023-01-15 06:47 R tpch arrow, parquet, memory_map=False, TPCH-18, scale_factor=0.01, R 0.173 s 0.324
2023-01-15 06:47 R tpch arrow, parquet, memory_map=False, TPCH-18, scale_factor=1, R 0.539 s -0.682
2023-01-15 06:47 R tpch arrow, native, memory_map=False, TPCH-18, scale_factor=1, R 0.327 s -0.796
2023-01-15 06:48 R tpch arrow, parquet, memory_map=False, TPCH-18, scale_factor=10, R 4.381 s 0.175
2023-01-15 06:49 R tpch arrow, native, memory_map=False, TPCH-19, scale_factor=0.1, R 0.257 s -0.083
2023-01-15 06:48 R tpch arrow, native, memory_map=False, TPCH-18, scale_factor=10, R 2.985 s -0.452
2023-01-15 06:49 R tpch arrow, parquet, memory_map=False, TPCH-19, scale_factor=0.01, R 0.229 s -1.130
2023-01-15 06:49 R tpch arrow, native, memory_map=False, TPCH-19, scale_factor=0.01, R 0.187 s -1.594
2023-01-15 06:49 R tpch arrow, parquet, memory_map=False, TPCH-19, scale_factor=0.1, R 0.335 s -0.176
2023-01-15 06:49 R tpch arrow, native, memory_map=False, TPCH-19, scale_factor=1, R 0.978 s -1.087
2023-01-15 06:49 R tpch arrow, parquet, memory_map=False, TPCH-19, scale_factor=1, R 1.597 s -1.935
2023-01-15 06:50 R tpch arrow, native, memory_map=False, TPCH-19, scale_factor=10, R 10.189 s 0.067
2023-01-15 06:51 R tpch arrow, native, memory_map=False, TPCH-20, scale_factor=0.01, R 0.181 s -1.160
2023-01-15 06:51 R tpch arrow, parquet, memory_map=False, TPCH-19, scale_factor=10, R 14.913 s -1.369
2023-01-15 06:52 R tpch arrow, native, memory_map=False, TPCH-20, scale_factor=0.1, R 0.184 s -1.078
2023-01-15 06:51 R tpch arrow, parquet, memory_map=False, TPCH-20, scale_factor=0.01, R 0.230 s -1.411
2023-01-15 06:52 R tpch arrow, parquet, memory_map=False, TPCH-20, scale_factor=1, R 1.123 s -2.002
2023-01-15 06:52 R tpch arrow, parquet, memory_map=False, TPCH-20, scale_factor=0.1, R 0.302 s -1.385
2023-01-15 06:52 R tpch arrow, native, memory_map=False, TPCH-20, scale_factor=1, R 0.237 s -1.362
2023-01-15 06:53 R tpch arrow, native, memory_map=False, TPCH-20, scale_factor=10, R 0.780 s 0.557
2023-01-15 06:53 R tpch arrow, parquet, memory_map=False, TPCH-20, scale_factor=10, R 8.256 s -0.253
2023-01-15 06:53 R tpch arrow, native, memory_map=False, TPCH-21, scale_factor=0.01, R 0.278 s -1.851
2023-01-15 06:53 R tpch arrow, parquet, memory_map=False, TPCH-21, scale_factor=0.01, R 0.321 s -0.063
2023-01-15 06:54 R tpch arrow, native, memory_map=False, TPCH-21, scale_factor=0.1, R 0.504 s -1.404
2023-01-15 06:54 R tpch arrow, parquet, memory_map=False, TPCH-21, scale_factor=0.1, R 0.600 s 0.055
2023-01-15 06:54 R tpch arrow, parquet, memory_map=False, TPCH-21, scale_factor=1, R 3.208 s -2.227
2023-01-15 06:54 R tpch arrow, native, memory_map=False, TPCH-21, scale_factor=1, R 2.586 s -1.085
2023-01-15 06:55 R tpch arrow, native, memory_map=False, TPCH-22, scale_factor=0.1, R 0.140 s -0.167
2023-01-15 06:55 R tpch arrow, native, memory_map=False, TPCH-22, scale_factor=0.01, R 0.137 s -1.587
2023-01-15 06:55 R tpch arrow, parquet, memory_map=False, TPCH-22, scale_factor=0.01, R 0.170 s -0.656
2023-01-15 06:56 R tpch arrow, parquet, memory_map=False, TPCH-22, scale_factor=1, R 0.390 s -1.452
2023-01-15 06:55 R tpch arrow, native, memory_map=False, TPCH-22, scale_factor=1, R 0.159 s -1.399
2023-01-15 06:56 R tpch arrow, native, memory_map=False, TPCH-22, scale_factor=10, R 0.323 s -0.422
2023-01-15 06:55 R tpch arrow, parquet, memory_map=False, TPCH-22, scale_factor=0.1, R 0.194 s -2.094
2023-01-15 06:56 R tpch arrow, parquet, memory_map=False, TPCH-22, scale_factor=10, R 2.416 s -1.363