Benchmarks
Date Lang Batch Benchmark Mean Z-Score Error
2022-11-23 09:40 R tpch arrow, native, memory_map=False, TPCH-01, scale_factor=10, R 1.923 s -1.436
2022-11-23 09:42 R tpch arrow, native, memory_map=False, TPCH-03, scale_factor=0.01, R 0.158 s -0.319
2022-11-23 09:42 R tpch arrow, native, memory_map=False, TPCH-03, scale_factor=0.1, R 0.166 s -0.862
2022-11-23 09:41 R tpch arrow, native, memory_map=False, TPCH-02, scale_factor=0.01, R 0.189 s 0.393
2022-11-23 09:40 R tpch arrow, native, memory_map=False, TPCH-01, scale_factor=1, R 0.315 s 0.131
2022-11-23 09:42 R tpch arrow, native, memory_map=False, TPCH-03, scale_factor=1, R 0.273 s 0.195
2022-11-23 09:43 R tpch arrow, native, memory_map=False, TPCH-04, scale_factor=0.01, R 0.137 s -0.982
2022-11-23 09:41 R tpch arrow, parquet, memory_map=False, TPCH-02, scale_factor=0.1, R 0.243 s -1.620
2022-11-23 09:45 R tpch arrow, native, memory_map=False, TPCH-05, scale_factor=0.1, R 0.180 s 0.892
2022-11-23 09:41 R tpch arrow, parquet, memory_map=False, TPCH-02, scale_factor=1, R 0.325 s -1.674
2022-11-23 09:42 R tpch arrow, parquet, memory_map=False, TPCH-03, scale_factor=0.01, R 0.191 s -1.657
2022-11-23 09:42 R tpch arrow, parquet, memory_map=False, TPCH-03, scale_factor=0.1, R 0.217 s -0.037
2022-11-23 09:43 R tpch arrow, native, memory_map=False, TPCH-03, scale_factor=10, R 1.372 s 0.113
2022-11-23 09:39 R tpch arrow, parquet, memory_map=False, TPCH-01, scale_factor=0.1, R 0.205 s -0.249
2022-11-23 09:39 R tpch arrow, parquet, memory_map=False, TPCH-01, scale_factor=0.01, R 0.171 s -0.129
2022-11-23 09:42 R tpch arrow, parquet, memory_map=False, TPCH-03, scale_factor=1, R 0.473 s 0.123
2022-11-23 09:43 R tpch arrow, parquet, memory_map=False, TPCH-03, scale_factor=10, R 3.061 s -0.045
2022-11-23 09:44 R tpch arrow, parquet, memory_map=False, TPCH-04, scale_factor=0.01, R 0.162 s 0.432
2022-11-23 09:41 R tpch arrow, native, memory_map=False, TPCH-02, scale_factor=1, R 0.253 s 0.434
2022-11-23 09:40 R tpch arrow, parquet, memory_map=False, TPCH-01, scale_factor=1, R 0.543 s -0.079
2022-11-23 09:39 R tpch arrow, native, memory_map=False, TPCH-01, scale_factor=0.1, R 0.153 s 0.115
2022-11-23 09:41 R tpch arrow, native, memory_map=False, TPCH-02, scale_factor=0.1, R 0.197 s 1.225
2022-11-23 09:42 R tpch arrow, parquet, memory_map=False, TPCH-02, scale_factor=10, R 1.162 s 0.793
2022-11-23 09:41 R tpch arrow, parquet, memory_map=False, TPCH-02, scale_factor=0.01, R 0.229 s 0.218
2022-11-23 09:44 R tpch arrow, native, memory_map=False, TPCH-04, scale_factor=1, R 0.247 s -0.767
2022-11-23 09:39 R tpch arrow, native, memory_map=False, TPCH-01, scale_factor=0.01, R 0.139 s 0.193
2022-11-23 09:41 R tpch arrow, native, memory_map=False, TPCH-02, scale_factor=10, R 0.833 s 0.285
2022-11-23 09:44 R tpch arrow, native, memory_map=False, TPCH-04, scale_factor=0.1, R 0.143 s -0.275
2022-11-23 09:44 R tpch arrow, parquet, memory_map=False, TPCH-04, scale_factor=0.1, R 0.172 s -1.243
2022-11-23 09:44 R tpch arrow, parquet, memory_map=False, TPCH-04, scale_factor=1, R 0.266 s 1.094
2022-11-23 09:45 R tpch arrow, native, memory_map=False, TPCH-04, scale_factor=10, R 1.234 s -0.472
2022-11-23 09:41 R tpch arrow, parquet, memory_map=False, TPCH-01, scale_factor=10, R 3.558 s -1.230
2022-11-23 09:45 R tpch arrow, parquet, memory_map=False, TPCH-05, scale_factor=0.1, R 0.248 s 0.436
2022-11-23 09:45 R tpch arrow, parquet, memory_map=False, TPCH-04, scale_factor=10, R 1.061 s 0.939
2022-11-23 09:45 R tpch arrow, parquet, memory_map=False, TPCH-05, scale_factor=0.01, R 0.220 s -0.182
2022-11-23 09:45 R tpch arrow, native, memory_map=False, TPCH-05, scale_factor=0.01, R 0.177 s 0.292
2022-11-23 09:45 R tpch arrow, native, memory_map=False, TPCH-05, scale_factor=1, R 0.238 s -0.498
2022-11-23 09:46 R tpch arrow, native, memory_map=False, TPCH-06, scale_factor=0.01, R 0.111 s 1.048
2022-11-23 09:45 R tpch arrow, parquet, memory_map=False, TPCH-05, scale_factor=1, R 0.516 s -0.413
2022-11-23 09:46 R tpch arrow, parquet, memory_map=False, TPCH-05, scale_factor=10, R 3.126 s -0.350
2022-11-23 09:47 R tpch arrow, parquet, memory_map=False, TPCH-06, scale_factor=0.1, R 0.167 s -1.315
2022-11-23 09:46 R tpch arrow, native, memory_map=False, TPCH-05, scale_factor=10, R 0.810 s 0.453
2022-11-23 09:47 R tpch arrow, native, memory_map=False, TPCH-06, scale_factor=0.1, R 0.114 s -1.047
2022-11-23 09:47 R tpch arrow, parquet, memory_map=False, TPCH-06, scale_factor=0.01, R 0.142 s -0.104
2022-11-23 09:56 R tpch arrow, parquet, memory_map=False, TPCH-12, scale_factor=1, R 1.160 s -0.797
2022-11-23 09:47 R tpch arrow, native, memory_map=False, TPCH-06, scale_factor=1, R 0.144 s 0.276
2022-11-23 09:47 R tpch arrow, parquet, memory_map=False, TPCH-06, scale_factor=1, R 0.390 s 0.256
2022-11-23 09:48 R tpch arrow, native, memory_map=False, TPCH-06, scale_factor=10, R 0.463 s 0.863
2022-11-23 09:48 R tpch arrow, parquet, memory_map=False, TPCH-06, scale_factor=10, R 2.519 s -0.413
2022-11-23 09:48 R tpch arrow, native, memory_map=False, TPCH-07, scale_factor=0.01, R 0.196 s -0.396
2022-11-23 09:48 R tpch arrow, parquet, memory_map=False, TPCH-07, scale_factor=0.01, R 0.236 s -0.754
2022-11-23 09:48 R tpch arrow, native, memory_map=False, TPCH-07, scale_factor=0.1, R 0.201 s -0.732
2022-11-23 09:48 R tpch arrow, parquet, memory_map=False, TPCH-07, scale_factor=0.1, R 0.265 s 0.050
2022-11-23 09:49 R tpch arrow, native, memory_map=False, TPCH-07, scale_factor=10, R 0.954 s -0.635
2022-11-23 09:48 R tpch arrow, native, memory_map=False, TPCH-07, scale_factor=1, R 0.275 s -1.007
2022-11-23 09:49 R tpch arrow, parquet, memory_map=False, TPCH-07, scale_factor=1, R 0.530 s 0.637
2022-11-23 09:49 R tpch arrow, parquet, memory_map=False, TPCH-07, scale_factor=10, R 3.127 s 0.105
2022-11-23 09:58 R tpch arrow, native, memory_map=False, TPCH-13, scale_factor=0.1, R 0.218 s 1.000
2022-11-23 09:50 R tpch arrow, native, memory_map=False, TPCH-08, scale_factor=0.1, R 0.228 s 0.117
2022-11-23 09:50 R tpch arrow, parquet, memory_map=False, TPCH-08, scale_factor=0.01, R 0.278 s -3.081
2022-11-23 09:50 R tpch arrow, native, memory_map=False, TPCH-08, scale_factor=0.01, R 0.224 s 0.297
2022-11-23 09:51 R tpch arrow, native, memory_map=False, TPCH-08, scale_factor=10, R 0.651 s 0.117
2022-11-23 09:50 R tpch arrow, parquet, memory_map=False, TPCH-08, scale_factor=0.1, R 0.306 s -0.561
2022-11-23 09:50 R tpch arrow, native, memory_map=False, TPCH-08, scale_factor=1, R 0.263 s 0.336
2022-11-23 09:50 R tpch arrow, parquet, memory_map=False, TPCH-08, scale_factor=1, R 0.569 s -0.150
2022-11-23 09:54 R tpch arrow, native, memory_map=False, TPCH-10, scale_factor=10, R 1.145 s -0.339
2022-11-23 09:51 R tpch arrow, native, memory_map=False, TPCH-09, scale_factor=0.01, R 0.185 s 0.185
2022-11-23 09:52 R tpch arrow, parquet, memory_map=False, TPCH-09, scale_factor=0.1, R 0.265 s 0.025
2022-11-23 09:51 R tpch arrow, native, memory_map=False, TPCH-09, scale_factor=0.1, R 0.201 s -1.241
2022-11-23 09:51 R tpch arrow, parquet, memory_map=False, TPCH-08, scale_factor=10, R 3.338 s 0.261
2022-11-23 09:52 R tpch arrow, native, memory_map=False, TPCH-09, scale_factor=1, R 0.294 s 0.527
2022-11-23 09:51 R tpch arrow, parquet, memory_map=False, TPCH-09, scale_factor=0.01, R 0.227 s -0.515
2022-11-23 09:53 R tpch arrow, native, memory_map=False, TPCH-10, scale_factor=0.1, R 0.181 s 0.245
2022-11-23 09:52 R tpch arrow, parquet, memory_map=False, TPCH-09, scale_factor=1, R 0.611 s -0.759
2022-11-23 09:53 R tpch arrow, native, memory_map=False, TPCH-09, scale_factor=10, R 1.124 s 1.805
2022-11-23 09:53 R tpch arrow, native, memory_map=False, TPCH-10, scale_factor=0.01, R 0.174 s -0.105
2022-11-23 09:55 R tpch arrow, native, memory_map=False, TPCH-11, scale_factor=10, R 1.456 s 0.042
2022-11-23 09:53 R tpch arrow, parquet, memory_map=False, TPCH-09, scale_factor=10, R 3.969 s 0.178
2022-11-23 09:53 R tpch arrow, parquet, memory_map=False, TPCH-10, scale_factor=0.01, R 0.210 s -0.192
2022-11-23 09:53 R tpch arrow, parquet, memory_map=False, TPCH-10, scale_factor=0.1, R 0.242 s 0.062
2022-11-23 09:56 R tpch arrow, parquet, memory_map=False, TPCH-12, scale_factor=0.1, R 0.272 s 0.798
2022-11-23 09:56 R tpch arrow, parquet, memory_map=False, TPCH-12, scale_factor=0.01, R 0.180 s 0.062
2022-11-23 09:56 R tpch arrow, parquet, memory_map=False, TPCH-11, scale_factor=10, R 3.644 s 0.131
2022-11-23 09:56 R tpch arrow, native, memory_map=False, TPCH-12, scale_factor=0.1, R 0.198 s -0.111
2022-11-23 09:53 R tpch arrow, native, memory_map=False, TPCH-10, scale_factor=1, R 0.272 s 0.406
2022-11-23 09:55 R tpch arrow, native, memory_map=False, TPCH-11, scale_factor=0.1, R 0.158 s 0.345
2022-11-23 09:56 R tpch arrow, native, memory_map=False, TPCH-12, scale_factor=0.01, R 0.142 s -1.018
2022-11-23 09:54 R tpch arrow, parquet, memory_map=False, TPCH-10, scale_factor=10, R 3.311 s -0.155
2022-11-23 09:55 R tpch arrow, parquet, memory_map=False, TPCH-11, scale_factor=0.01, R 0.182 s -0.542
2022-11-23 09:55 R tpch arrow, parquet, memory_map=False, TPCH-11, scale_factor=0.1, R 0.220 s 0.275
2022-11-23 09:55 R tpch arrow, parquet, memory_map=False, TPCH-11, scale_factor=1, R 0.515 s -1.465
2022-11-23 09:54 R tpch arrow, parquet, memory_map=False, TPCH-10, scale_factor=1, R 0.533 s -0.490
2022-11-23 09:55 R tpch arrow, native, memory_map=False, TPCH-11, scale_factor=0.01, R 0.143 s 0.282
2022-11-23 09:55 R tpch arrow, native, memory_map=False, TPCH-11, scale_factor=1, R 0.260 s 0.294
2022-11-23 09:56 R tpch arrow, native, memory_map=False, TPCH-12, scale_factor=1, R 0.463 s 0.499
2022-11-23 09:57 R tpch arrow, native, memory_map=False, TPCH-12, scale_factor=10, R 3.318 s 0.513
2022-11-23 09:58 R tpch arrow, parquet, memory_map=False, TPCH-12, scale_factor=10, R 9.270 s -1.308
2022-11-23 09:58 R tpch arrow, parquet, memory_map=False, TPCH-13, scale_factor=0.01, R 0.159 s -0.239
2022-11-23 09:58 R tpch arrow, native, memory_map=False, TPCH-13, scale_factor=0.01, R 0.125 s -0.285
2022-11-23 09:58 R tpch arrow, native, memory_map=False, TPCH-13, scale_factor=1, R 0.632 s -0.358
2022-11-23 09:58 R tpch arrow, parquet, memory_map=False, TPCH-13, scale_factor=0.1, R 0.281 s 0.124
2022-11-23 09:59 R tpch arrow, native, memory_map=False, TPCH-13, scale_factor=10, R 5.002 s 0.632
2022-11-23 09:58 R tpch arrow, parquet, memory_map=False, TPCH-13, scale_factor=1, R 0.870 s -1.541
2022-11-23 09:59 R tpch arrow, parquet, memory_map=False, TPCH-13, scale_factor=10, R 7.150 s -0.578
2022-11-23 09:59 R tpch arrow, native, memory_map=False, TPCH-14, scale_factor=0.01, R 0.145 s 0.853
2022-11-23 10:00 R tpch arrow, native, memory_map=False, TPCH-14, scale_factor=1, R 0.349 s 0.399
2022-11-23 10:00 R tpch arrow, parquet, memory_map=False, TPCH-14, scale_factor=0.01, R 0.185 s -1.139
2022-11-23 10:00 R tpch arrow, native, memory_map=False, TPCH-14, scale_factor=0.1, R 0.168 s 0.572
2022-11-23 10:00 R tpch arrow, parquet, memory_map=False, TPCH-14, scale_factor=0.1, R 0.256 s -0.790
2022-11-23 10:00 R tpch arrow, parquet, memory_map=False, TPCH-14, scale_factor=1, R 0.965 s 0.640
2022-11-23 10:01 R tpch arrow, native, memory_map=False, TPCH-14, scale_factor=10, R 2.172 s -0.560
2022-11-23 10:02 R tpch arrow, native, memory_map=False, TPCH-15, scale_factor=0.1, R 0.146 s 0.822
2022-11-23 10:02 R tpch arrow, parquet, memory_map=False, TPCH-15, scale_factor=0.1, R 0.202 s 0.150
2022-11-23 10:02 R tpch arrow, parquet, memory_map=False, TPCH-15, scale_factor=1, R 0.473 s -0.997
2022-11-23 10:01 R tpch arrow, parquet, memory_map=False, TPCH-14, scale_factor=10, R 7.498 s 0.657
2022-11-23 10:01 R tpch arrow, parquet, memory_map=False, TPCH-15, scale_factor=0.01, R 0.176 s -1.314
2022-11-23 10:01 R tpch arrow, native, memory_map=False, TPCH-15, scale_factor=0.01, R 0.143 s -0.650
2022-11-23 10:02 R tpch arrow, native, memory_map=False, TPCH-15, scale_factor=1, R 0.205 s 0.593
2022-11-23 10:02 R tpch arrow, native, memory_map=False, TPCH-15, scale_factor=10, R 0.848 s 1.925
2022-11-23 10:03 R tpch arrow, native, memory_map=False, TPCH-16, scale_factor=0.1, R 0.150 s 2.217
2022-11-23 10:03 R tpch arrow, parquet, memory_map=False, TPCH-15, scale_factor=10, R 3.049 s 0.019
2022-11-23 10:03 R tpch arrow, parquet, memory_map=False, TPCH-16, scale_factor=0.1, R 0.206 s 0.089
2022-11-23 10:03 R tpch arrow, native, memory_map=False, TPCH-16, scale_factor=1, R 0.236 s 0.603
2022-11-23 10:03 R tpch arrow, native, memory_map=False, TPCH-16, scale_factor=0.01, R 0.133 s 1.416
2022-11-23 10:03 R tpch arrow, parquet, memory_map=False, TPCH-16, scale_factor=0.01, R 0.168 s -0.317
2022-11-23 10:04 R tpch arrow, native, memory_map=False, TPCH-16, scale_factor=10, R 1.149 s 0.399
2022-11-23 10:03 R tpch arrow, parquet, memory_map=False, TPCH-16, scale_factor=1, R 0.448 s 0.252
2022-11-23 10:04 R tpch arrow, parquet, memory_map=False, TPCH-16, scale_factor=10, R 3.096 s 0.003
2022-11-23 10:04 R tpch arrow, native, memory_map=False, TPCH-17, scale_factor=0.01, R 0.148 s 0.687
2022-11-23 10:04 R tpch arrow, native, memory_map=False, TPCH-17, scale_factor=0.1, R 0.150 s 1.054
2022-11-23 10:04 R tpch arrow, parquet, memory_map=False, TPCH-17, scale_factor=0.01, R 0.191 s 0.386
2022-11-23 10:04 R tpch arrow, native, memory_map=False, TPCH-17, scale_factor=1, R 0.215 s 0.934
2022-11-23 10:04 R tpch arrow, parquet, memory_map=False, TPCH-17, scale_factor=0.1, R 0.283 s -2.434
2022-11-23 10:05 R tpch arrow, parquet, memory_map=False, TPCH-17, scale_factor=1, R 1.210 s 0.802
2022-11-23 10:05 R tpch arrow, native, memory_map=False, TPCH-17, scale_factor=10, R 0.847 s 0.593
2022-11-23 10:15 R tpch arrow, parquet, memory_map=False, TPCH-22, scale_factor=10, R 2.363 s 0.895
2022-11-23 10:13 R tpch arrow, parquet, memory_map=False, TPCH-21, scale_factor=0.1, R 0.575 s 0.432
2022-11-23 10:06 R tpch arrow, parquet, memory_map=False, TPCH-17, scale_factor=10, R 9.469 s 0.040
2022-11-23 10:06 R tpch arrow, native, memory_map=False, TPCH-18, scale_factor=0.1, R 0.146 s 0.466
2022-11-23 10:13 R tpch arrow, native, memory_map=False, TPCH-21, scale_factor=1, R 2.610 s -0.726
2022-11-23 10:06 R tpch arrow, parquet, memory_map=False, TPCH-18, scale_factor=1, R 0.519 s 1.006
2022-11-23 10:06 R tpch arrow, native, memory_map=False, TPCH-18, scale_factor=0.01, R 0.134 s 0.825
2022-11-23 10:14 R tpch arrow, parquet, memory_map=False, TPCH-22, scale_factor=0.1, R 0.188 s 0.415
2022-11-23 10:06 R tpch arrow, parquet, memory_map=False, TPCH-18, scale_factor=0.01, R 0.172 s -0.441
2022-11-23 10:06 R tpch arrow, parquet, memory_map=False, TPCH-18, scale_factor=0.1, R 0.195 s -0.305
2022-11-23 10:08 R tpch arrow, native, memory_map=False, TPCH-19, scale_factor=0.01, R 0.182 s 0.543
2022-11-23 10:10 R tpch arrow, parquet, memory_map=False, TPCH-20, scale_factor=0.01, R 0.226 s 0.131
2022-11-23 10:11 R tpch arrow, parquet, memory_map=False, TPCH-20, scale_factor=0.1, R 0.300 s -2.036
2022-11-23 10:08 R tpch arrow, parquet, memory_map=False, TPCH-19, scale_factor=0.1, R 0.329 s -0.018
2022-11-23 10:12 R tpch arrow, native, memory_map=False, TPCH-21, scale_factor=0.1, R 0.476 s -0.347
2022-11-23 10:14 R tpch arrow, native, memory_map=False, TPCH-22, scale_factor=0.1, R 0.136 s 0.015
2022-11-23 10:06 R tpch arrow, native, memory_map=False, TPCH-18, scale_factor=1, R 0.329 s -0.760
2022-11-23 10:08 R tpch arrow, native, memory_map=False, TPCH-19, scale_factor=1, R 0.973 s -2.442
2022-11-23 10:14 R tpch arrow, native, memory_map=False, TPCH-22, scale_factor=1, R 0.152 s 0.675
2022-11-23 10:08 R tpch arrow, native, memory_map=False, TPCH-19, scale_factor=0.1, R 0.252 s -0.386
2022-11-23 10:08 R tpch arrow, parquet, memory_map=False, TPCH-19, scale_factor=1, R 1.578 s 0.356
2022-11-23 10:11 R tpch arrow, parquet, memory_map=False, TPCH-20, scale_factor=1, R 1.098 s 0.087
2022-11-23 10:08 R tpch arrow, parquet, memory_map=False, TPCH-18, scale_factor=10, R 4.518 s -0.338
2022-11-23 10:11 R tpch arrow, native, memory_map=False, TPCH-20, scale_factor=1, R 0.232 s 0.180
2022-11-23 10:10 R tpch arrow, native, memory_map=False, TPCH-20, scale_factor=0.01, R 0.175 s 0.889
2022-11-23 10:13 R tpch arrow, parquet, memory_map=False, TPCH-21, scale_factor=1, R 3.162 s 0.575
2022-11-23 10:09 R tpch arrow, native, memory_map=False, TPCH-19, scale_factor=10, R 10.159 s -0.259
2022-11-23 10:12 R tpch arrow, parquet, memory_map=False, TPCH-21, scale_factor=0.01, R 0.315 s -1.340
2022-11-23 10:15 R tpch arrow, parquet, memory_map=False, TPCH-22, scale_factor=1, R 0.380 s 0.222
2022-11-23 10:07 R tpch arrow, native, memory_map=False, TPCH-18, scale_factor=10, R 3.004 s 0.201
2022-11-23 10:08 R tpch arrow, parquet, memory_map=False, TPCH-19, scale_factor=0.01, R 0.226 s -1.396
2022-11-23 10:11 R tpch arrow, native, memory_map=False, TPCH-20, scale_factor=0.1, R 0.177 s 1.344
2022-11-23 10:12 R tpch arrow, parquet, memory_map=False, TPCH-20, scale_factor=10, R 8.173 s 0.057
2022-11-23 10:14 R tpch arrow, parquet, memory_map=False, TPCH-22, scale_factor=0.01, R 0.171 s -2.636
2022-11-23 10:12 R tpch arrow, native, memory_map=False, TPCH-20, scale_factor=10, R 0.776 s 0.304
2022-11-23 10:15 R tpch arrow, native, memory_map=False, TPCH-22, scale_factor=10, R 0.319 s 0.248
2022-11-23 10:10 R tpch arrow, parquet, memory_map=False, TPCH-19, scale_factor=10, R 14.807 s -0.104
2022-11-23 10:14 R tpch arrow, native, memory_map=False, TPCH-22, scale_factor=0.01, R 0.132 s 0.266
2022-11-23 10:12 R tpch arrow, native, memory_map=False, TPCH-21, scale_factor=0.01, R 0.265 s -0.361