Benchmarks
Date Lang Batch Benchmark Mean Z-Score Error
2022-11-23 11:39 R tpch arrow, native, memory_map=False, TPCH-01, scale_factor=10, R 1.901 s -0.455
2022-11-23 11:38 R tpch arrow, native, memory_map=False, TPCH-01, scale_factor=0.01, R 0.139 s 0.443
2022-11-23 11:38 R tpch arrow, native, memory_map=False, TPCH-01, scale_factor=0.1, R 0.152 s 0.250
2022-11-23 11:40 R tpch arrow, parquet, memory_map=False, TPCH-02, scale_factor=0.01, R 0.229 s 0.259
2022-11-23 11:41 R tpch arrow, parquet, memory_map=False, TPCH-03, scale_factor=0.1, R 0.215 s 0.428
2022-11-23 11:44 R tpch arrow, parquet, memory_map=False, TPCH-04, scale_factor=10, R 1.062 s 0.737
2022-11-23 11:44 R tpch arrow, parquet, memory_map=False, TPCH-05, scale_factor=0.01, R 0.220 s -0.079
2022-11-23 11:50 R tpch arrow, parquet, memory_map=False, TPCH-09, scale_factor=0.01, R 0.225 s 0.568
2022-11-23 11:38 R tpch arrow, parquet, memory_map=False, TPCH-01, scale_factor=0.01, R 0.170 s 0.048
2022-11-23 11:46 R tpch arrow, parquet, memory_map=False, TPCH-06, scale_factor=1, R 0.390 s 0.207
2022-11-23 11:38 R tpch arrow, parquet, memory_map=False, TPCH-01, scale_factor=0.1, R 0.202 s 0.189
2022-11-23 11:41 R tpch arrow, parquet, memory_map=False, TPCH-03, scale_factor=0.01, R 0.188 s 1.942
2022-11-23 11:49 R tpch arrow, parquet, memory_map=False, TPCH-08, scale_factor=0.1, R 0.302 s 0.142
2022-11-23 11:49 R tpch arrow, parquet, memory_map=False, TPCH-08, scale_factor=1, R 0.559 s 2.987
2022-11-23 11:53 R tpch arrow, native, memory_map=False, TPCH-10, scale_factor=10, R 1.142 s -0.067
2022-11-23 11:54 R tpch arrow, parquet, memory_map=False, TPCH-11, scale_factor=0.01, R 0.181 s 0.382
2022-11-23 11:38 R tpch arrow, native, memory_map=False, TPCH-01, scale_factor=1, R 0.318 s -0.546
2022-11-23 11:40 R tpch arrow, native, memory_map=False, TPCH-02, scale_factor=0.1, R 0.196 s 1.893
2022-11-23 11:40 R tpch arrow, native, memory_map=False, TPCH-02, scale_factor=10, R 0.837 s -0.757
2022-11-23 11:42 R tpch arrow, native, memory_map=False, TPCH-04, scale_factor=0.01, R 0.134 s 1.352
2022-11-23 11:43 R tpch arrow, native, memory_map=False, TPCH-04, scale_factor=10, R 1.239 s -0.803
2022-11-23 11:52 R tpch arrow, parquet, memory_map=False, TPCH-09, scale_factor=10, R 4.007 s -1.670
2022-11-23 11:52 R tpch arrow, parquet, memory_map=False, TPCH-10, scale_factor=0.1, R 0.240 s 0.104
2022-11-23 11:42 R tpch arrow, parquet, memory_map=False, TPCH-03, scale_factor=10, R 3.055 s 0.189
2022-11-23 11:45 R tpch arrow, parquet, memory_map=False, TPCH-06, scale_factor=0.01, R 0.142 s -0.812
2022-11-23 11:41 R tpch arrow, parquet, memory_map=False, TPCH-03, scale_factor=1, R 0.471 s 0.453
2022-11-23 11:43 R tpch arrow, parquet, memory_map=False, TPCH-04, scale_factor=0.1, R 0.170 s 1.174
2022-11-23 11:46 R tpch arrow, native, memory_map=False, TPCH-06, scale_factor=1, R 0.144 s 0.425
2022-11-23 11:40 R tpch arrow, native, memory_map=False, TPCH-02, scale_factor=0.01, R 0.188 s 0.558
2022-11-23 11:41 R tpch arrow, native, memory_map=False, TPCH-03, scale_factor=1, R 0.273 s 0.098
2022-11-23 11:44 R tpch arrow, native, memory_map=False, TPCH-05, scale_factor=0.01, R 0.175 s 1.764
2022-11-23 11:46 R tpch arrow, native, memory_map=False, TPCH-06, scale_factor=10, R 0.463 s 0.818
2022-11-23 11:48 R tpch arrow, native, memory_map=False, TPCH-07, scale_factor=10, R 0.957 s -1.158
2022-11-23 11:39 R tpch arrow, parquet, memory_map=False, TPCH-01, scale_factor=1, R 0.543 s -0.095
2022-11-23 11:40 R tpch arrow, parquet, memory_map=False, TPCH-02, scale_factor=1, R 0.320 s 0.907
2022-11-23 11:47 R tpch arrow, native, memory_map=False, TPCH-07, scale_factor=0.1, R 0.198 s 1.112
2022-11-23 11:47 R tpch arrow, parquet, memory_map=False, TPCH-07, scale_factor=1, R 0.532 s 0.297
2022-11-23 11:52 R tpch arrow, native, memory_map=False, TPCH-10, scale_factor=0.1, R 0.182 s -0.949
2022-11-23 11:39 R tpch arrow, parquet, memory_map=False, TPCH-01, scale_factor=10, R 3.543 s -0.428
2022-11-23 11:40 R tpch arrow, parquet, memory_map=False, TPCH-02, scale_factor=0.1, R 0.240 s 1.780
2022-11-23 11:42 R tpch arrow, parquet, memory_map=False, TPCH-04, scale_factor=0.01, R 0.163 s -0.587
2022-11-23 11:43 R tpch arrow, parquet, memory_map=False, TPCH-04, scale_factor=1, R 0.266 s 1.169
2022-11-23 11:44 R tpch arrow, parquet, memory_map=False, TPCH-05, scale_factor=0.1, R 0.249 s 0.056
2022-11-23 11:47 R tpch arrow, parquet, memory_map=False, TPCH-07, scale_factor=0.01, R 0.236 s -0.381
2022-11-23 11:48 R tpch arrow, parquet, memory_map=False, TPCH-07, scale_factor=10, R 3.129 s 0.104
2022-11-23 11:49 R tpch arrow, parquet, memory_map=False, TPCH-08, scale_factor=0.01, R 0.272 s 0.697
2022-11-23 11:50 R tpch arrow, parquet, memory_map=False, TPCH-09, scale_factor=0.1, R 0.264 s 0.845
2022-11-23 11:52 R tpch arrow, native, memory_map=False, TPCH-10, scale_factor=0.01, R 0.174 s 0.057
2022-11-23 11:52 R tpch arrow, native, memory_map=False, TPCH-10, scale_factor=1, R 0.273 s -0.353
2022-11-23 11:40 R tpch arrow, parquet, memory_map=False, TPCH-02, scale_factor=10, R 1.159 s 1.140
2022-11-23 11:44 R tpch arrow, parquet, memory_map=False, TPCH-05, scale_factor=1, R 0.513 s -0.050
2022-11-23 11:43 R tpch arrow, native, memory_map=False, TPCH-04, scale_factor=1, R 0.247 s -0.649
2022-11-23 11:44 R tpch arrow, native, memory_map=False, TPCH-05, scale_factor=0.1, R 0.181 s 0.306
2022-11-23 11:45 R tpch arrow, native, memory_map=False, TPCH-06, scale_factor=0.01, R 0.111 s 2.098
2022-11-23 11:47 R tpch arrow, native, memory_map=False, TPCH-07, scale_factor=0.01, R 0.195 s 0.266
2022-11-23 11:47 R tpch arrow, native, memory_map=False, TPCH-07, scale_factor=1, R 0.275 s -0.771
2022-11-23 11:51 R tpch arrow, native, memory_map=False, TPCH-09, scale_factor=1, R 0.293 s 1.562
2022-11-23 11:45 R tpch arrow, parquet, memory_map=False, TPCH-05, scale_factor=10, R 3.105 s 0.422
2022-11-23 11:50 R tpch arrow, parquet, memory_map=False, TPCH-08, scale_factor=10, R 3.395 s -2.948
2022-11-23 11:46 R tpch arrow, parquet, memory_map=False, TPCH-06, scale_factor=0.1, R 0.165 s 0.510
2022-11-23 11:48 R tpch arrow, native, memory_map=False, TPCH-08, scale_factor=0.01, R 0.225 s -0.467
2022-11-23 11:51 R tpch arrow, native, memory_map=False, TPCH-09, scale_factor=10, R 1.129 s 0.158
2022-11-23 11:40 R tpch arrow, native, memory_map=False, TPCH-02, scale_factor=1, R 0.253 s 0.556
2022-11-23 11:41 R tpch arrow, native, memory_map=False, TPCH-03, scale_factor=0.1, R 0.164 s 1.006
2022-11-23 11:47 R tpch arrow, parquet, memory_map=False, TPCH-06, scale_factor=10, R 2.519 s -0.382
2022-11-23 11:50 R tpch arrow, native, memory_map=False, TPCH-08, scale_factor=10, R 0.650 s 0.198
2022-11-23 11:53 R tpch arrow, parquet, memory_map=False, TPCH-10, scale_factor=1, R 0.529 s 0.775
2022-11-23 11:42 R tpch arrow, native, memory_map=False, TPCH-04, scale_factor=0.1, R 0.142 s 0.378
2022-11-23 11:46 R tpch arrow, native, memory_map=False, TPCH-06, scale_factor=0.1, R 0.113 s 0.679
2022-11-23 11:41 R tpch arrow, native, memory_map=False, TPCH-03, scale_factor=0.01, R 0.158 s -0.204
2022-11-23 11:42 R tpch arrow, native, memory_map=False, TPCH-03, scale_factor=10, R 1.373 s 0.044
2022-11-23 11:49 R tpch arrow, native, memory_map=False, TPCH-08, scale_factor=0.1, R 0.229 s -0.153
2022-11-23 11:51 R tpch arrow, parquet, memory_map=False, TPCH-09, scale_factor=1, R 0.606 s 1.243
2022-11-23 11:54 R tpch arrow, native, memory_map=False, TPCH-11, scale_factor=0.01, R 0.142 s 1.356
2022-11-23 11:45 R tpch arrow, native, memory_map=False, TPCH-05, scale_factor=10, R 0.810 s 0.410
2022-11-23 11:53 R tpch arrow, parquet, memory_map=False, TPCH-10, scale_factor=10, R 3.316 s -0.332
2022-11-23 11:44 R tpch arrow, native, memory_map=False, TPCH-05, scale_factor=1, R 0.241 s -3.533
2022-11-23 11:47 R tpch arrow, parquet, memory_map=False, TPCH-07, scale_factor=0.1, R 0.262 s 0.139
2022-11-23 11:49 R tpch arrow, native, memory_map=False, TPCH-08, scale_factor=1, R 0.263 s 0.124
2022-11-23 11:50 R tpch arrow, native, memory_map=False, TPCH-09, scale_factor=0.01, R 0.185 s -0.239
2022-11-23 11:50 R tpch arrow, native, memory_map=False, TPCH-09, scale_factor=0.1, R 0.200 s 0.240
2022-11-23 11:52 R tpch arrow, parquet, memory_map=False, TPCH-10, scale_factor=0.01, R 0.210 s -0.298
2022-11-23 11:54 R tpch arrow, parquet, memory_map=False, TPCH-11, scale_factor=0.1, R 0.220 s -0.242
2022-11-23 11:54 R tpch arrow, native, memory_map=False, TPCH-11, scale_factor=0.1, R 0.159 s -0.590
2022-11-23 11:54 R tpch arrow, native, memory_map=False, TPCH-11, scale_factor=1, R 0.260 s 0.259
2022-11-23 11:55 R tpch arrow, native, memory_map=False, TPCH-12, scale_factor=1, R 0.463 s 0.369
2022-11-23 11:55 R tpch arrow, parquet, memory_map=False, TPCH-11, scale_factor=10, R 3.649 s 0.120
2022-11-23 11:54 R tpch arrow, parquet, memory_map=False, TPCH-11, scale_factor=1, R 0.511 s -0.185
2022-11-23 11:55 R tpch arrow, parquet, memory_map=False, TPCH-12, scale_factor=0.1, R 0.272 s 0.612
2022-11-23 11:54 R tpch arrow, native, memory_map=False, TPCH-11, scale_factor=10, R 1.455 s 0.161
2022-11-23 11:55 R tpch arrow, parquet, memory_map=False, TPCH-12, scale_factor=0.01, R 0.181 s -0.534
2022-11-23 12:12 R tpch arrow, parquet, memory_map=False, TPCH-21, scale_factor=1, R 3.163 s 0.527
2022-11-23 11:57 R tpch arrow, parquet, memory_map=False, TPCH-12, scale_factor=10, R 9.156 s 0.607
2022-11-23 11:55 R tpch arrow, native, memory_map=False, TPCH-12, scale_factor=0.1, R 0.199 s -1.010
2022-11-23 11:55 R tpch arrow, native, memory_map=False, TPCH-12, scale_factor=0.01, R 0.141 s 0.330
2022-11-23 11:55 R tpch arrow, parquet, memory_map=False, TPCH-12, scale_factor=1, R 1.157 s -0.434
2022-11-23 11:57 R tpch arrow, parquet, memory_map=False, TPCH-13, scale_factor=0.01, R 0.158 s 1.126
2022-11-23 11:56 R tpch arrow, native, memory_map=False, TPCH-12, scale_factor=10, R 3.316 s 0.881
2022-11-23 11:57 R tpch arrow, native, memory_map=False, TPCH-13, scale_factor=0.01, R 0.124 s 0.420
2022-11-23 11:57 R tpch arrow, native, memory_map=False, TPCH-13, scale_factor=1, R 0.630 s -0.097
2022-11-23 11:57 R tpch arrow, native, memory_map=False, TPCH-13, scale_factor=0.1, R 0.220 s -0.909
2022-11-23 11:57 R tpch arrow, parquet, memory_map=False, TPCH-13, scale_factor=0.1, R 0.281 s 0.576
2022-11-23 11:57 R tpch arrow, parquet, memory_map=False, TPCH-13, scale_factor=1, R 0.866 s 0.049
2022-11-23 11:58 R tpch arrow, native, memory_map=False, TPCH-13, scale_factor=10, R 5.011 s -0.154
2022-11-23 11:58 R tpch arrow, parquet, memory_map=False, TPCH-13, scale_factor=10, R 7.169 s -1.579
2022-11-23 11:58 R tpch arrow, native, memory_map=False, TPCH-14, scale_factor=0.01, R 0.145 s 0.717
2022-11-23 11:59 R tpch arrow, parquet, memory_map=False, TPCH-14, scale_factor=0.01, R 0.183 s 1.147
2022-11-23 11:59 R tpch arrow, native, memory_map=False, TPCH-14, scale_factor=0.1, R 0.167 s 1.772
2022-11-23 11:59 R tpch arrow, parquet, memory_map=False, TPCH-14, scale_factor=0.1, R 0.252 s 2.549
2022-11-23 11:59 R tpch arrow, native, memory_map=False, TPCH-14, scale_factor=1, R 0.348 s 0.750
2022-11-23 11:59 R tpch arrow, parquet, memory_map=False, TPCH-14, scale_factor=1, R 0.965 s 0.617
2022-11-23 12:01 R tpch arrow, parquet, memory_map=False, TPCH-15, scale_factor=0.1, R 0.201 s 1.091
2022-11-23 12:00 R tpch arrow, native, memory_map=False, TPCH-14, scale_factor=10, R 2.162 s 1.208
2022-11-23 12:00 R tpch arrow, parquet, memory_map=False, TPCH-15, scale_factor=0.01, R 0.175 s -0.008
2022-11-23 12:00 R tpch arrow, parquet, memory_map=False, TPCH-14, scale_factor=10, R 7.523 s -0.034
2022-11-23 12:00 R tpch arrow, native, memory_map=False, TPCH-15, scale_factor=0.01, R 0.141 s 0.625
2022-11-23 12:00 R tpch arrow, native, memory_map=False, TPCH-15, scale_factor=0.1, R 0.145 s 1.283
2022-11-23 12:02 R tpch arrow, parquet, memory_map=False, TPCH-15, scale_factor=10, R 3.028 s 1.022
2022-11-23 12:01 R tpch arrow, native, memory_map=False, TPCH-15, scale_factor=1, R 0.208 s -2.512
2022-11-23 12:01 R tpch arrow, native, memory_map=False, TPCH-15, scale_factor=10, R 0.854 s 0.845
2022-11-23 12:02 R tpch arrow, parquet, memory_map=False, TPCH-16, scale_factor=0.01, R 0.167 s 0.519
2022-11-23 12:01 R tpch arrow, parquet, memory_map=False, TPCH-15, scale_factor=1, R 0.470 s 0.455
2022-11-23 12:03 R tpch arrow, parquet, memory_map=False, TPCH-16, scale_factor=10, R 3.105 s -0.418
2022-11-23 12:07 R tpch arrow, parquet, memory_map=False, TPCH-19, scale_factor=0.01, R 0.223 s 1.123
2022-11-23 12:11 R tpch arrow, native, memory_map=False, TPCH-21, scale_factor=0.1, R 0.476 s -0.315
2022-11-23 12:12 R tpch arrow, native, memory_map=False, TPCH-21, scale_factor=1, R 2.610 s -0.745
2022-11-23 12:13 R tpch arrow, native, memory_map=False, TPCH-22, scale_factor=0.01, R 0.132 s 0.408
2022-11-23 12:13 R tpch arrow, parquet, memory_map=False, TPCH-22, scale_factor=0.01, R 0.168 s 0.034
2022-11-23 12:03 R tpch arrow, native, memory_map=False, TPCH-17, scale_factor=0.1, R 0.152 s -0.417
2022-11-23 12:02 R tpch arrow, parquet, memory_map=False, TPCH-16, scale_factor=1, R 0.446 s 1.292
2022-11-23 12:05 R tpch arrow, parquet, memory_map=False, TPCH-18, scale_factor=0.01, R 0.169 s 2.449
2022-11-23 12:09 R tpch arrow, native, memory_map=False, TPCH-20, scale_factor=0.1, R 0.179 s -0.164
2022-11-23 12:02 R tpch arrow, native, memory_map=False, TPCH-16, scale_factor=0.01, R 0.134 s -0.090
2022-11-23 12:03 R tpch arrow, native, memory_map=False, TPCH-17, scale_factor=0.01, R 0.149 s -0.314
2022-11-23 12:02 R tpch arrow, parquet, memory_map=False, TPCH-16, scale_factor=0.1, R 0.204 s 0.117
2022-11-23 12:09 R tpch arrow, native, memory_map=False, TPCH-20, scale_factor=0.01, R 0.177 s -1.467
2022-11-23 12:11 R tpch arrow, native, memory_map=False, TPCH-20, scale_factor=10, R 0.780 s -0.030
2022-11-23 12:14 R tpch arrow, native, memory_map=False, TPCH-22, scale_factor=10, R 0.320 s -0.413
2022-11-23 12:02 R tpch arrow, native, memory_map=False, TPCH-16, scale_factor=0.1, R 0.152 s -0.236
2022-11-23 12:02 R tpch arrow, native, memory_map=False, TPCH-16, scale_factor=1, R 0.237 s 0.444
2022-11-23 12:03 R tpch arrow, native, memory_map=False, TPCH-16, scale_factor=10, R 1.160 s -1.412
2022-11-23 12:03 R tpch arrow, native, memory_map=False, TPCH-17, scale_factor=1, R 0.215 s 0.574
2022-11-23 12:03 R tpch arrow, parquet, memory_map=False, TPCH-17, scale_factor=0.01, R 0.191 s 0.579
2022-11-23 12:05 R tpch arrow, native, memory_map=False, TPCH-18, scale_factor=0.1, R 0.147 s -0.246
2022-11-23 12:11 R tpch arrow, native, memory_map=False, TPCH-21, scale_factor=0.01, R 0.264 s -0.236
2022-11-23 12:05 R tpch arrow, native, memory_map=False, TPCH-18, scale_factor=0.01, R 0.134 s 1.269
2022-11-23 12:09 R tpch arrow, parquet, memory_map=False, TPCH-19, scale_factor=10, R 14.783 s 0.577
2022-11-23 12:13 R tpch arrow, native, memory_map=False, TPCH-22, scale_factor=1, R 0.153 s 0.202
2022-11-23 12:05 R tpch arrow, parquet, memory_map=False, TPCH-18, scale_factor=1, R 0.520 s 0.677
2022-11-23 12:07 R tpch arrow, native, memory_map=False, TPCH-19, scale_factor=0.1, R 0.249 s 2.248
2022-11-23 12:10 R tpch arrow, native, memory_map=False, TPCH-20, scale_factor=1, R 0.232 s 0.063
2022-11-23 12:11 R tpch arrow, parquet, memory_map=False, TPCH-21, scale_factor=0.01, R 0.314 s -0.925
2022-11-23 12:13 R tpch arrow, parquet, memory_map=False, TPCH-22, scale_factor=1, R 0.381 s -0.709
2022-11-23 12:04 R tpch arrow, parquet, memory_map=False, TPCH-17, scale_factor=1, R 1.246 s -1.324
2022-11-23 12:05 R tpch arrow, native, memory_map=False, TPCH-18, scale_factor=1, R 0.328 s -0.299
2022-11-23 12:13 R tpch arrow, parquet, memory_map=False, TPCH-22, scale_factor=0.1, R 0.189 s -0.110
2022-11-23 12:04 R tpch arrow, native, memory_map=False, TPCH-17, scale_factor=10, R 0.847 s 0.331
2022-11-23 12:07 R tpch arrow, native, memory_map=False, TPCH-19, scale_factor=0.01, R 0.180 s 3.455
2022-11-23 12:12 R tpch arrow, parquet, memory_map=False, TPCH-21, scale_factor=0.1, R 0.579 s -0.890
2022-11-23 12:05 R tpch arrow, parquet, memory_map=False, TPCH-18, scale_factor=0.1, R 0.194 s 0.311
2022-11-23 12:07 R tpch arrow, native, memory_map=False, TPCH-19, scale_factor=1, R 0.962 s -0.257
2022-11-23 12:11 R tpch arrow, parquet, memory_map=False, TPCH-20, scale_factor=10, R 8.153 s 0.422
2022-11-23 12:14 R tpch arrow, parquet, memory_map=False, TPCH-22, scale_factor=10, R 2.364 s 0.824
2022-11-23 12:08 R tpch arrow, native, memory_map=False, TPCH-19, scale_factor=10, R 10.142 s 0.148
2022-11-23 12:10 R tpch arrow, parquet, memory_map=False, TPCH-20, scale_factor=0.1, R 0.299 s -1.166
2022-11-23 12:07 R tpch arrow, parquet, memory_map=False, TPCH-19, scale_factor=0.1, R 0.328 s 1.351
2022-11-23 12:07 R tpch arrow, parquet, memory_map=False, TPCH-19, scale_factor=1, R 1.584 s -0.760
2022-11-23 12:03 R tpch arrow, parquet, memory_map=False, TPCH-17, scale_factor=0.1, R 0.278 s -0.055
2022-11-23 12:05 R tpch arrow, parquet, memory_map=False, TPCH-17, scale_factor=10, R 8.929 s 1.938
2022-11-23 12:06 R tpch arrow, parquet, memory_map=False, TPCH-18, scale_factor=10, R 4.610 s -1.007
2022-11-23 12:09 R tpch arrow, parquet, memory_map=False, TPCH-20, scale_factor=0.01, R 0.225 s 0.315
2022-11-23 12:10 R tpch arrow, parquet, memory_map=False, TPCH-20, scale_factor=1, R 1.102 s -0.464
2022-11-23 12:06 R tpch arrow, native, memory_map=False, TPCH-18, scale_factor=10, R 3.088 s -3.569
2022-11-23 12:13 R tpch arrow, native, memory_map=False, TPCH-22, scale_factor=0.1, R 0.136 s -1.049