Benchmarks
Date Lang Batch Benchmark Mean Z-Score Error
2023-01-18 08:40 R tpch arrow, parquet, memory_map=False, TPCH-01, scale_factor=0.1, R 0.206 s 0.341
2023-01-18 08:40 R tpch arrow, parquet, memory_map=False, TPCH-01, scale_factor=0.01, R 0.173 s 0.073
2023-01-18 08:40 R tpch arrow, native, memory_map=False, TPCH-01, scale_factor=0.01, R 0.143 s 0.237
2023-01-18 08:40 R tpch arrow, native, memory_map=False, TPCH-01, scale_factor=0.1, R 0.156 s 0.384
2023-01-18 08:40 R tpch arrow, parquet, memory_map=False, TPCH-01, scale_factor=1, R 0.555 s -1.292
2023-01-18 08:40 R tpch arrow, native, memory_map=False, TPCH-01, scale_factor=1, R 0.315 s -0.126
2023-01-18 08:41 R tpch arrow, parquet, memory_map=False, TPCH-01, scale_factor=10, R 3.598 s -1.071
2023-01-18 08:41 R tpch arrow, native, memory_map=False, TPCH-02, scale_factor=0.01, R 0.195 s -0.190
2023-01-18 08:41 R tpch arrow, native, memory_map=False, TPCH-01, scale_factor=10, R 1.939 s -1.848
2023-01-18 08:42 R tpch arrow, parquet, memory_map=False, TPCH-02, scale_factor=0.01, R 0.234 s -0.286
2023-01-18 08:42 R tpch arrow, native, memory_map=False, TPCH-02, scale_factor=0.1, R 0.201 s 0.110
2023-01-18 08:42 R tpch arrow, native, memory_map=False, TPCH-02, scale_factor=10, R 0.812 s -1.254
2023-01-18 08:42 R tpch arrow, parquet, memory_map=False, TPCH-02, scale_factor=0.1, R 0.245 s 0.374
2023-01-18 08:42 R tpch arrow, parquet, memory_map=False, TPCH-02, scale_factor=1, R 0.327 s -0.823
2023-01-18 08:43 R tpch arrow, native, memory_map=False, TPCH-03, scale_factor=0.01, R 0.162 s -0.540
2023-01-18 08:42 R tpch arrow, native, memory_map=False, TPCH-02, scale_factor=1, R 0.256 s -0.059
2023-01-18 08:42 R tpch arrow, parquet, memory_map=False, TPCH-02, scale_factor=10, R 1.176 s -1.720
2023-01-18 08:43 R tpch arrow, native, memory_map=False, TPCH-03, scale_factor=0.1, R 0.169 s -0.427
2023-01-18 08:43 R tpch arrow, parquet, memory_map=False, TPCH-03, scale_factor=0.01, R 0.193 s 0.258
2023-01-18 08:43 R tpch arrow, parquet, memory_map=False, TPCH-03, scale_factor=0.1, R 0.221 s 0.026
2023-01-18 08:43 R tpch arrow, native, memory_map=False, TPCH-03, scale_factor=1, R 0.266 s -1.683
2023-01-18 08:43 R tpch arrow, parquet, memory_map=False, TPCH-03, scale_factor=1, R 0.490 s -1.843
2023-01-18 08:44 R tpch arrow, native, memory_map=False, TPCH-03, scale_factor=10, R 1.232 s -0.566
2023-01-18 08:44 R tpch arrow, native, memory_map=False, TPCH-04, scale_factor=0.01, R 0.141 s 0.000
2023-01-18 08:44 R tpch arrow, parquet, memory_map=False, TPCH-04, scale_factor=0.01, R 0.165 s 1.352
2023-01-18 08:44 R tpch arrow, parquet, memory_map=False, TPCH-03, scale_factor=10, R 3.100 s -1.561
2023-01-18 08:45 R tpch arrow, parquet, memory_map=False, TPCH-04, scale_factor=0.1, R 0.176 s -0.300
2023-01-18 08:44 R tpch arrow, native, memory_map=False, TPCH-04, scale_factor=0.1, R 0.147 s 0.430
2023-01-18 08:45 R tpch arrow, native, memory_map=False, TPCH-04, scale_factor=1, R 0.249 s -0.384
2023-01-18 08:45 R tpch arrow, parquet, memory_map=False, TPCH-04, scale_factor=1, R 0.272 s -0.057
2023-01-18 08:45 R tpch arrow, native, memory_map=False, TPCH-04, scale_factor=10, R 1.238 s -0.700
2023-01-18 08:46 R tpch arrow, native, memory_map=False, TPCH-05, scale_factor=0.01, R 0.181 s 0.766
2023-01-18 08:46 R tpch arrow, parquet, memory_map=False, TPCH-04, scale_factor=10, R 1.072 s 0.333
2023-01-18 08:46 R tpch arrow, native, memory_map=False, TPCH-05, scale_factor=0.1, R 0.188 s -1.496
2023-01-18 08:46 R tpch arrow, parquet, memory_map=False, TPCH-05, scale_factor=0.01, R 0.224 s -1.319
2023-01-18 08:46 R tpch arrow, parquet, memory_map=False, TPCH-05, scale_factor=0.1, R 0.252 s 0.826
2023-01-18 08:46 R tpch arrow, native, memory_map=False, TPCH-05, scale_factor=1, R 0.242 s 0.307
2023-01-18 08:46 R tpch arrow, parquet, memory_map=False, TPCH-05, scale_factor=1, R 0.524 s -0.712
2023-01-18 08:47 R tpch arrow, native, memory_map=False, TPCH-05, scale_factor=10, R 0.819 s -0.474
2023-01-18 08:47 R tpch arrow, parquet, memory_map=False, TPCH-05, scale_factor=10, R 3.197 s -1.809
2023-01-18 08:47 R tpch arrow, native, memory_map=False, TPCH-06, scale_factor=0.01, R 0.114 s -0.346
2023-01-18 08:48 R tpch arrow, native, memory_map=False, TPCH-06, scale_factor=0.1, R 0.117 s -0.036
2023-01-18 08:48 R tpch arrow, parquet, memory_map=False, TPCH-06, scale_factor=0.01, R 0.144 s -0.768
2023-01-18 08:48 R tpch arrow, native, memory_map=False, TPCH-06, scale_factor=1, R 0.148 s -0.031
2023-01-18 08:48 R tpch arrow, parquet, memory_map=False, TPCH-06, scale_factor=0.1, R 0.168 s -0.689
2023-01-18 08:48 R tpch arrow, parquet, memory_map=False, TPCH-06, scale_factor=1, R 0.448 s -4.698
2023-01-18 08:49 R tpch arrow, native, memory_map=False, TPCH-06, scale_factor=10, R 0.470 s 0.289
2023-01-18 08:49 R tpch arrow, native, memory_map=False, TPCH-07, scale_factor=0.01, R 0.201 s -0.140
2023-01-18 08:49 R tpch arrow, parquet, memory_map=False, TPCH-06, scale_factor=10, R 2.543 s -1.115
2023-01-18 08:49 R tpch arrow, native, memory_map=False, TPCH-07, scale_factor=1, R 0.280 s -0.283
2023-01-18 08:49 R tpch arrow, parquet, memory_map=False, TPCH-07, scale_factor=0.01, R 0.238 s 1.071
2023-01-18 08:49 R tpch arrow, native, memory_map=False, TPCH-07, scale_factor=0.1, R 0.206 s 0.178
2023-01-18 08:49 R tpch arrow, parquet, memory_map=False, TPCH-07, scale_factor=0.1, R 0.267 s 0.566
2023-01-18 08:50 R tpch arrow, parquet, memory_map=False, TPCH-07, scale_factor=1, R 0.545 s -1.233
2023-01-18 08:50 R tpch arrow, parquet, memory_map=False, TPCH-07, scale_factor=10, R 3.200 s -1.193
2023-01-18 08:51 R tpch arrow, native, memory_map=False, TPCH-08, scale_factor=0.01, R 0.233 s -0.445
2023-01-18 08:50 R tpch arrow, native, memory_map=False, TPCH-07, scale_factor=10, R 0.960 s -0.511
2023-01-18 08:51 R tpch arrow, parquet, memory_map=False, TPCH-08, scale_factor=1, R 0.583 s -0.987
2023-01-18 08:51 R tpch arrow, parquet, memory_map=False, TPCH-08, scale_factor=0.01, R 0.281 s -0.447
2023-01-18 08:51 R tpch arrow, native, memory_map=False, TPCH-08, scale_factor=0.1, R 0.239 s -0.390
2023-01-18 08:51 R tpch arrow, parquet, memory_map=False, TPCH-08, scale_factor=0.1, R 0.310 s -0.534
2023-01-18 08:51 R tpch arrow, native, memory_map=False, TPCH-08, scale_factor=1, R 0.271 s 0.401
2023-01-18 08:52 R tpch arrow, native, memory_map=False, TPCH-08, scale_factor=10, R 0.659 s -1.324
2023-01-18 08:52 R tpch arrow, native, memory_map=False, TPCH-09, scale_factor=0.01, R 0.189 s 0.439
2023-01-18 08:52 R tpch arrow, parquet, memory_map=False, TPCH-08, scale_factor=10, R 3.438 s -1.816
2023-01-18 08:53 R tpch arrow, parquet, memory_map=False, TPCH-09, scale_factor=1, R 0.626 s -1.145
2023-01-18 08:52 R tpch arrow, parquet, memory_map=False, TPCH-09, scale_factor=0.01, R 0.230 s -0.009
2023-01-18 08:53 R tpch arrow, native, memory_map=False, TPCH-09, scale_factor=0.1, R 0.206 s -0.538
2023-01-18 08:53 R tpch arrow, native, memory_map=False, TPCH-09, scale_factor=1, R 0.300 s 0.525
2023-01-18 08:53 R tpch arrow, parquet, memory_map=False, TPCH-09, scale_factor=0.1, R 0.269 s 0.387
2023-01-18 08:54 R tpch arrow, native, memory_map=False, TPCH-09, scale_factor=10, R 1.144 s -0.869
2023-01-18 08:54 R tpch arrow, native, memory_map=False, TPCH-10, scale_factor=0.01, R 0.177 s 0.389
2023-01-18 08:54 R tpch arrow, parquet, memory_map=False, TPCH-10, scale_factor=0.01, R 0.215 s -1.465
2023-01-18 08:54 R tpch arrow, parquet, memory_map=False, TPCH-09, scale_factor=10, R 4.085 s -0.089
2023-01-18 08:54 R tpch arrow, native, memory_map=False, TPCH-10, scale_factor=0.1, R 0.185 s 0.083
2023-01-18 08:54 R tpch arrow, parquet, memory_map=False, TPCH-10, scale_factor=0.1, R 0.243 s 0.808
2023-01-18 08:55 R tpch arrow, parquet, memory_map=False, TPCH-10, scale_factor=1, R 0.537 s -0.791
2023-01-18 08:55 R tpch arrow, native, memory_map=False, TPCH-10, scale_factor=1, R 0.264 s -0.396
2023-01-18 08:55 R tpch arrow, native, memory_map=False, TPCH-10, scale_factor=10, R 1.029 s -0.712
2023-01-18 08:56 R tpch arrow, native, memory_map=False, TPCH-11, scale_factor=0.01, R 0.148 s 0.072
2023-01-18 08:56 R tpch arrow, parquet, memory_map=False, TPCH-11, scale_factor=0.01, R 0.187 s -0.424
2023-01-18 08:56 R tpch arrow, parquet, memory_map=False, TPCH-11, scale_factor=0.1, R 0.223 s 1.757
2023-01-18 08:56 R tpch arrow, parquet, memory_map=False, TPCH-10, scale_factor=10, R 3.324 s -0.424
2023-01-18 08:56 R tpch arrow, native, memory_map=False, TPCH-11, scale_factor=0.1, R 0.165 s -0.997
2023-01-18 08:56 R tpch arrow, native, memory_map=False, TPCH-11, scale_factor=1, R 0.267 s -0.547
2023-01-18 08:56 R tpch arrow, parquet, memory_map=False, TPCH-11, scale_factor=1, R 0.524 s -0.710
2023-01-18 08:57 R tpch arrow, native, memory_map=False, TPCH-11, scale_factor=10, R 1.467 s -0.251
2023-01-18 08:57 R tpch arrow, parquet, memory_map=False, TPCH-11, scale_factor=10, R 3.731 s -1.070
2023-01-18 08:57 R tpch arrow, parquet, memory_map=False, TPCH-12, scale_factor=0.01, R 0.184 s -0.067
2023-01-18 08:57 R tpch arrow, native, memory_map=False, TPCH-12, scale_factor=0.01, R 0.146 s -0.632
2023-01-18 08:58 R tpch arrow, parquet, memory_map=False, TPCH-12, scale_factor=1, R 1.215 s -1.319
2023-01-18 08:57 R tpch arrow, native, memory_map=False, TPCH-12, scale_factor=0.1, R 0.205 s -0.971
2023-01-18 08:57 R tpch arrow, parquet, memory_map=False, TPCH-12, scale_factor=0.1, R 0.289 s -2.625
2023-01-18 08:58 R tpch arrow, native, memory_map=False, TPCH-12, scale_factor=1, R 0.485 s -1.267
2023-01-18 08:59 R tpch arrow, native, memory_map=False, TPCH-12, scale_factor=10, R 3.427 s -1.033
2023-01-18 08:59 R tpch arrow, parquet, memory_map=False, TPCH-12, scale_factor=10, R 9.417 s -1.437
2023-01-18 09:00 R tpch arrow, native, memory_map=False, TPCH-13, scale_factor=0.1, R 0.226 s -0.469
2023-01-18 08:59 R tpch arrow, parquet, memory_map=False, TPCH-13, scale_factor=0.01, R 0.169 s -0.464
2023-01-18 08:59 R tpch arrow, native, memory_map=False, TPCH-13, scale_factor=0.01, R 0.129 s -0.322
2023-01-18 09:00 R tpch arrow, native, memory_map=False, TPCH-13, scale_factor=1, R 0.646 s -1.133
2023-01-18 09:00 R tpch arrow, parquet, memory_map=False, TPCH-13, scale_factor=0.1, R 0.300 s -0.745
2023-01-18 09:00 R tpch arrow, parquet, memory_map=False, TPCH-13, scale_factor=1, R 0.896 s -0.586
2023-01-18 09:00 R tpch arrow, native, memory_map=False, TPCH-13, scale_factor=10, R 5.119 s -1.372
2023-01-18 09:01 R tpch arrow, parquet, memory_map=False, TPCH-13, scale_factor=10, R 7.260 s -0.109
2023-01-18 09:01 R tpch arrow, parquet, memory_map=False, TPCH-14, scale_factor=0.01, R 0.194 s -0.597
2023-01-18 09:01 R tpch arrow, native, memory_map=False, TPCH-14, scale_factor=0.01, R 0.156 s -0.871
2023-01-18 09:01 R tpch arrow, native, memory_map=False, TPCH-14, scale_factor=0.1, R 0.181 s -1.172
2023-01-18 09:02 R tpch arrow, parquet, memory_map=False, TPCH-14, scale_factor=1, R 1.006 s -1.157
2023-01-18 09:01 R tpch arrow, parquet, memory_map=False, TPCH-14, scale_factor=0.1, R 0.262 s 0.809
2023-01-18 09:01 R tpch arrow, native, memory_map=False, TPCH-14, scale_factor=1, R 0.366 s -1.505
2023-01-18 09:02 R tpch arrow, native, memory_map=False, TPCH-14, scale_factor=10, R 2.216 s -1.176
2023-01-18 09:03 R tpch arrow, parquet, memory_map=False, TPCH-14, scale_factor=10, R 7.672 s -1.016
2023-01-18 09:03 R tpch arrow, native, memory_map=False, TPCH-15, scale_factor=0.01, R 0.148 s -0.817
2023-01-18 09:03 R tpch arrow, parquet, memory_map=False, TPCH-15, scale_factor=0.01, R 0.181 s -0.034
2023-01-18 09:03 R tpch arrow, native, memory_map=False, TPCH-15, scale_factor=0.1, R 0.152 s 0.462
2023-01-18 09:03 R tpch arrow, parquet, memory_map=False, TPCH-15, scale_factor=0.1, R 0.208 s -0.151
2023-01-18 09:03 R tpch arrow, native, memory_map=False, TPCH-15, scale_factor=1, R 0.212 s 0.126
2023-01-18 09:03 R tpch arrow, parquet, memory_map=False, TPCH-15, scale_factor=1, R 0.480 s -0.359
2023-01-18 09:05 R tpch arrow, parquet, memory_map=False, TPCH-16, scale_factor=0.01, R 0.170 s -0.033
2023-01-18 09:04 R tpch arrow, parquet, memory_map=False, TPCH-15, scale_factor=10, R 3.080 s -0.339
2023-01-18 09:04 R tpch arrow, native, memory_map=False, TPCH-15, scale_factor=10, R 0.863 s -0.886
2023-01-18 09:04 R tpch arrow, native, memory_map=False, TPCH-16, scale_factor=0.01, R 0.136 s 0.756
2023-01-18 09:05 R tpch arrow, native, memory_map=False, TPCH-16, scale_factor=1, R 0.242 s -0.869
2023-01-18 09:05 R tpch arrow, parquet, memory_map=False, TPCH-16, scale_factor=1, R 0.456 s -1.771
2023-01-18 09:05 R tpch arrow, native, memory_map=False, TPCH-16, scale_factor=0.1, R 0.154 s 0.135
2023-01-18 09:05 R tpch arrow, parquet, memory_map=False, TPCH-16, scale_factor=0.1, R 0.208 s 0.213
2023-01-18 09:05 R tpch arrow, native, memory_map=False, TPCH-16, scale_factor=10, R 1.161 s -0.970
2023-01-18 09:06 R tpch arrow, parquet, memory_map=False, TPCH-17, scale_factor=0.01, R 0.197 s -0.801
2023-01-18 09:06 R tpch arrow, native, memory_map=False, TPCH-17, scale_factor=0.01, R 0.153 s -0.883
2023-01-18 09:05 R tpch arrow, parquet, memory_map=False, TPCH-16, scale_factor=10, R 3.106 s 0.396
2023-01-18 09:06 R tpch arrow, native, memory_map=False, TPCH-17, scale_factor=0.1, R 0.157 s -0.720
2023-01-18 09:06 R tpch arrow, native, memory_map=False, TPCH-17, scale_factor=1, R 0.221 s -0.452
2023-01-18 09:06 R tpch arrow, parquet, memory_map=False, TPCH-17, scale_factor=0.1, R 0.283 s -0.683
2023-01-18 09:06 R tpch arrow, parquet, memory_map=False, TPCH-17, scale_factor=1, R 1.233 s 0.021
2023-01-18 09:07 R tpch arrow, native, memory_map=False, TPCH-17, scale_factor=10, R 0.855 s 0.170
2023-01-18 09:07 R tpch arrow, parquet, memory_map=False, TPCH-17, scale_factor=10, R 9.906 s -1.114
2023-01-18 09:08 R tpch arrow, parquet, memory_map=False, TPCH-18, scale_factor=0.01, R 0.172 s 1.143
2023-01-18 09:08 R tpch arrow, native, memory_map=False, TPCH-18, scale_factor=0.01, R 0.137 s 0.100
2023-01-18 09:08 R tpch arrow, native, memory_map=False, TPCH-18, scale_factor=0.1, R 0.152 s -1.754
2023-01-18 09:08 R tpch arrow, native, memory_map=False, TPCH-18, scale_factor=1, R 0.324 s 0.335
2023-01-18 09:08 R tpch arrow, parquet, memory_map=False, TPCH-18, scale_factor=0.1, R 0.197 s 1.179
2023-01-18 09:08 R tpch arrow, parquet, memory_map=False, TPCH-18, scale_factor=1, R 0.529 s 1.156
2023-01-18 09:09 R tpch arrow, native, memory_map=False, TPCH-18, scale_factor=10, R 2.950 s 1.341
2023-01-18 09:10 R tpch arrow, native, memory_map=False, TPCH-19, scale_factor=0.1, R 0.259 s -0.565
2023-01-18 09:09 R tpch arrow, parquet, memory_map=False, TPCH-19, scale_factor=0.01, R 0.228 s 0.247
2023-01-18 09:09 R tpch arrow, parquet, memory_map=False, TPCH-18, scale_factor=10, R 4.640 s -1.816
2023-01-18 09:09 R tpch arrow, native, memory_map=False, TPCH-19, scale_factor=0.01, R 0.189 s -1.931
2023-01-18 09:10 R tpch arrow, parquet, memory_map=False, TPCH-19, scale_factor=0.1, R 0.338 s -0.706
2023-01-18 09:10 R tpch arrow, native, memory_map=False, TPCH-19, scale_factor=1, R 0.973 s -0.360
2023-01-18 09:10 R tpch arrow, parquet, memory_map=False, TPCH-19, scale_factor=1, R 1.616 s -1.760
2023-01-18 09:11 R tpch arrow, native, memory_map=False, TPCH-19, scale_factor=10, R 10.201 s 0.044
2023-01-18 09:12 R tpch arrow, parquet, memory_map=False, TPCH-20, scale_factor=0.01, R 0.228 s 1.264
2023-01-18 09:12 R tpch arrow, native, memory_map=False, TPCH-20, scale_factor=0.01, R 0.179 s 0.592
2023-01-18 09:12 R tpch arrow, parquet, memory_map=False, TPCH-19, scale_factor=10, R 15.036 s -1.802
2023-01-18 09:17 R tpch arrow, parquet, memory_map=False, TPCH-22, scale_factor=10, R 2.422 s -0.955
2023-01-18 09:12 R tpch arrow, native, memory_map=False, TPCH-20, scale_factor=0.1, R 0.184 s -0.746
2023-01-18 09:13 R tpch arrow, parquet, memory_map=False, TPCH-20, scale_factor=1, R 1.106 s 0.115
2023-01-18 09:12 R tpch arrow, parquet, memory_map=False, TPCH-20, scale_factor=0.1, R 0.300 s 0.579
2023-01-18 09:13 R tpch arrow, native, memory_map=False, TPCH-20, scale_factor=1, R 0.236 s 0.228
2023-01-18 09:14 R tpch arrow, parquet, memory_map=False, TPCH-21, scale_factor=0.01, R 0.321 s 0.275
2023-01-18 09:14 R tpch arrow, parquet, memory_map=False, TPCH-21, scale_factor=0.1, R 0.607 s -2.051
2023-01-18 09:16 R tpch arrow, parquet, memory_map=False, TPCH-22, scale_factor=0.01, R 0.171 s -1.340
2023-01-18 09:16 R tpch arrow, parquet, memory_map=False, TPCH-22, scale_factor=0.1, R 0.193 s -1.112
2023-01-18 09:16 R tpch arrow, native, memory_map=False, TPCH-22, scale_factor=0.1, R 0.141 s -1.355
2023-01-18 09:14 R tpch arrow, parquet, memory_map=False, TPCH-20, scale_factor=10, R 8.202 s 0.188
2023-01-18 09:15 R tpch arrow, parquet, memory_map=False, TPCH-21, scale_factor=1, R 3.189 s -0.496
2023-01-18 09:15 R tpch arrow, native, memory_map=False, TPCH-21, scale_factor=1, R 2.581 s -0.239
2023-01-18 09:16 R tpch arrow, native, memory_map=False, TPCH-22, scale_factor=1, R 0.158 s -0.380
2023-01-18 09:16 R tpch arrow, parquet, memory_map=False, TPCH-22, scale_factor=1, R 0.395 s -2.986
2023-01-18 09:13 R tpch arrow, native, memory_map=False, TPCH-20, scale_factor=10, R 0.783 s -0.106
2023-01-18 09:14 R tpch arrow, native, memory_map=False, TPCH-21, scale_factor=0.1, R 0.500 s -0.314
2023-01-18 09:16 R tpch arrow, native, memory_map=False, TPCH-22, scale_factor=0.01, R 0.136 s 0.122
2023-01-18 09:17 R tpch arrow, native, memory_map=False, TPCH-22, scale_factor=10, R 0.324 s -0.756
2023-01-18 09:14 R tpch arrow, native, memory_map=False, TPCH-21, scale_factor=0.01, R 0.275 s 0.374