Benchmarks
Date Lang Batch Benchmark Mean Z-Score Error
2022-11-23 20:40 R tpch arrow, parquet, memory_map=False, TPCH-01, scale_factor=1, R 0.540 s 0.177
2022-11-23 20:39 R tpch arrow, native, memory_map=False, TPCH-01, scale_factor=0.01, R 0.140 s 0.118
2022-11-23 20:40 R tpch arrow, native, memory_map=False, TPCH-01, scale_factor=10, R 1.885 s 0.171
2022-11-23 20:39 R tpch arrow, parquet, memory_map=False, TPCH-01, scale_factor=0.01, R 0.169 s 0.355
2022-11-23 20:39 R tpch arrow, native, memory_map=False, TPCH-01, scale_factor=0.1, R 0.153 s 0.068
2022-11-23 20:40 R tpch arrow, parquet, memory_map=False, TPCH-01, scale_factor=0.1, R 0.202 s 0.235
2022-11-23 20:40 R tpch arrow, native, memory_map=False, TPCH-01, scale_factor=1, R 0.315 s 0.140
2022-11-23 20:41 R tpch arrow, native, memory_map=False, TPCH-02, scale_factor=0.1, R 0.196 s 1.279
2022-11-23 20:41 R tpch arrow, parquet, memory_map=False, TPCH-02, scale_factor=0.01, R 0.230 s 0.169
2022-11-23 20:41 R tpch arrow, native, memory_map=False, TPCH-02, scale_factor=0.01, R 0.190 s 0.197
2022-11-23 20:41 R tpch arrow, parquet, memory_map=False, TPCH-02, scale_factor=0.1, R 0.241 s 0.661
2022-11-23 20:41 R tpch arrow, parquet, memory_map=False, TPCH-01, scale_factor=10, R 3.579 s -2.247
2022-11-23 20:42 R tpch arrow, native, memory_map=False, TPCH-02, scale_factor=10, R 0.838 s -1.281
2022-11-23 20:49 R tpch arrow, parquet, memory_map=False, TPCH-07, scale_factor=1, R 0.531 s 0.467
2022-11-23 20:41 R tpch arrow, parquet, memory_map=False, TPCH-02, scale_factor=1, R 0.323 s -0.718
2022-11-23 20:41 R tpch arrow, native, memory_map=False, TPCH-02, scale_factor=1, R 0.252 s 1.355
2022-11-23 20:42 R tpch arrow, parquet, memory_map=False, TPCH-03, scale_factor=1, R 0.474 s -0.140
2022-11-23 20:42 R tpch arrow, parquet, memory_map=False, TPCH-02, scale_factor=10, R 1.168 s 0.059
2022-11-23 20:42 R tpch arrow, native, memory_map=False, TPCH-03, scale_factor=0.1, R 0.165 s 0.068
2022-11-23 20:42 R tpch arrow, native, memory_map=False, TPCH-03, scale_factor=0.01, R 0.158 s -0.782
2022-11-23 20:42 R tpch arrow, parquet, memory_map=False, TPCH-03, scale_factor=0.01, R 0.188 s 1.247
2022-11-23 20:42 R tpch arrow, native, memory_map=False, TPCH-03, scale_factor=1, R 0.273 s 0.306
2022-11-23 20:42 R tpch arrow, parquet, memory_map=False, TPCH-03, scale_factor=0.1, R 0.215 s 0.307
2022-11-23 20:44 R tpch arrow, native, memory_map=False, TPCH-04, scale_factor=0.01, R 0.135 s 0.490
2022-11-23 20:44 R tpch arrow, native, memory_map=False, TPCH-04, scale_factor=0.1, R 0.144 s -1.017
2022-11-23 20:45 R tpch arrow, native, memory_map=False, TPCH-04, scale_factor=10, R 1.239 s -0.692
2022-11-23 20:43 R tpch arrow, native, memory_map=False, TPCH-03, scale_factor=10, R 1.376 s -0.294
2022-11-23 20:44 R tpch arrow, parquet, memory_map=False, TPCH-04, scale_factor=0.01, R 0.162 s 0.411
2022-11-23 20:43 R tpch arrow, parquet, memory_map=False, TPCH-03, scale_factor=10, R 3.051 s 0.375
2022-11-23 20:44 R tpch arrow, parquet, memory_map=False, TPCH-04, scale_factor=1, R 0.266 s 0.759
2022-11-23 20:44 R tpch arrow, native, memory_map=False, TPCH-04, scale_factor=1, R 0.247 s -0.797
2022-11-23 20:44 R tpch arrow, parquet, memory_map=False, TPCH-04, scale_factor=0.1, R 0.171 s -0.260
2022-11-23 20:45 R tpch arrow, native, memory_map=False, TPCH-05, scale_factor=0.01, R 0.176 s 0.674
2022-11-23 20:45 R tpch arrow, parquet, memory_map=False, TPCH-04, scale_factor=10, R 1.052 s 1.995
2022-11-23 20:47 R tpch arrow, native, memory_map=False, TPCH-06, scale_factor=0.01, R 0.112 s -0.862
2022-11-23 20:46 R tpch arrow, parquet, memory_map=False, TPCH-05, scale_factor=1, R 0.512 s 0.006
2022-11-23 20:45 R tpch arrow, native, memory_map=False, TPCH-05, scale_factor=0.1, R 0.181 s 0.456
2022-11-23 20:45 R tpch arrow, parquet, memory_map=False, TPCH-05, scale_factor=0.01, R 0.219 s 0.128
2022-11-23 20:45 R tpch arrow, native, memory_map=False, TPCH-05, scale_factor=1, R 0.237 s -0.331
2022-11-23 20:51 R tpch arrow, native, memory_map=False, TPCH-08, scale_factor=10, R 0.654 s -0.436
2022-11-23 20:52 R tpch arrow, native, memory_map=False, TPCH-09, scale_factor=0.1, R 0.199 s 1.555
2022-11-23 21:00 R tpch arrow, native, memory_map=False, TPCH-14, scale_factor=1, R 0.349 s 0.333
2022-11-23 20:45 R tpch arrow, parquet, memory_map=False, TPCH-05, scale_factor=0.1, R 0.249 s 0.278
2022-11-23 20:48 R tpch arrow, parquet, memory_map=False, TPCH-06, scale_factor=10, R 2.513 s -0.030
2022-11-23 20:48 R tpch arrow, parquet, memory_map=False, TPCH-07, scale_factor=0.1, R 0.263 s 0.097
2022-11-23 20:53 R tpch arrow, parquet, memory_map=False, TPCH-10, scale_factor=0.1, R 0.238 s 0.147
2022-11-23 20:48 R tpch arrow, native, memory_map=False, TPCH-07, scale_factor=0.01, R 0.196 s -0.503
2022-11-23 20:51 R tpch arrow, native, memory_map=False, TPCH-09, scale_factor=0.01, R 0.184 s 0.450
2022-11-23 20:52 R tpch arrow, native, memory_map=False, TPCH-09, scale_factor=1, R 0.294 s 0.920
2022-11-23 20:50 R tpch arrow, parquet, memory_map=False, TPCH-07, scale_factor=10, R 3.140 s 0.082
2022-11-23 20:55 R tpch arrow, parquet, memory_map=False, TPCH-11, scale_factor=0.1, R 0.220 s -0.153
2022-11-23 20:46 R tpch arrow, native, memory_map=False, TPCH-05, scale_factor=10, R 0.817 s -0.741
2022-11-23 20:47 R tpch arrow, native, memory_map=False, TPCH-06, scale_factor=0.1, R 0.114 s -0.694
2022-11-23 20:50 R tpch arrow, native, memory_map=False, TPCH-08, scale_factor=0.1, R 0.228 s 0.087
2022-11-23 20:53 R tpch arrow, native, memory_map=False, TPCH-09, scale_factor=10, R 1.133 s -1.067
2022-11-23 20:53 R tpch arrow, native, memory_map=False, TPCH-10, scale_factor=0.1, R 0.181 s 0.708
2022-11-23 20:50 R tpch arrow, parquet, memory_map=False, TPCH-08, scale_factor=0.1, R 0.301 s 0.370
2022-11-23 20:51 R tpch arrow, parquet, memory_map=False, TPCH-09, scale_factor=0.01, R 0.225 s 0.400
2022-11-23 20:55 R tpch arrow, parquet, memory_map=False, TPCH-11, scale_factor=0.01, R 0.181 s 0.183
2022-11-23 20:46 R tpch arrow, parquet, memory_map=False, TPCH-05, scale_factor=10, R 3.151 s -1.447
2022-11-23 20:47 R tpch arrow, native, memory_map=False, TPCH-06, scale_factor=1, R 0.145 s 0.188
2022-11-23 20:48 R tpch arrow, native, memory_map=False, TPCH-06, scale_factor=10, R 0.465 s 0.141
2022-11-23 20:50 R tpch arrow, native, memory_map=False, TPCH-08, scale_factor=0.01, R 0.224 s 0.177
2022-11-23 20:47 R tpch arrow, parquet, memory_map=False, TPCH-06, scale_factor=0.1, R 0.166 s -0.579
2022-11-23 20:52 R tpch arrow, parquet, memory_map=False, TPCH-09, scale_factor=0.1, R 0.265 s 0.100
2022-11-23 20:52 R tpch arrow, parquet, memory_map=False, TPCH-09, scale_factor=1, R 0.608 s 0.366
2022-11-23 20:49 R tpch arrow, native, memory_map=False, TPCH-07, scale_factor=10, R 0.956 s -0.834
2022-11-23 20:47 R tpch arrow, parquet, memory_map=False, TPCH-06, scale_factor=1, R 0.389 s 0.286
2022-11-23 20:48 R tpch arrow, parquet, memory_map=False, TPCH-07, scale_factor=0.01, R 0.235 s -0.250
2022-11-23 20:47 R tpch arrow, parquet, memory_map=False, TPCH-06, scale_factor=0.01, R 0.141 s 0.575
2022-11-23 20:53 R tpch arrow, parquet, memory_map=False, TPCH-09, scale_factor=10, R 3.987 s -0.549
2022-11-23 20:48 R tpch arrow, native, memory_map=False, TPCH-07, scale_factor=0.1, R 0.199 s 0.696
2022-11-23 20:49 R tpch arrow, native, memory_map=False, TPCH-07, scale_factor=1, R 0.275 s -0.743
2022-11-23 20:53 R tpch arrow, native, memory_map=False, TPCH-10, scale_factor=0.01, R 0.175 s -0.836
2022-11-23 20:50 R tpch arrow, native, memory_map=False, TPCH-08, scale_factor=1, R 0.263 s 0.395
2022-11-23 20:54 R tpch arrow, native, memory_map=False, TPCH-10, scale_factor=10, R 1.147 s -0.485
2022-11-23 20:55 R tpch arrow, native, memory_map=False, TPCH-11, scale_factor=0.01, R 0.143 s 0.060
2022-11-23 20:55 R tpch arrow, native, memory_map=False, TPCH-11, scale_factor=0.1, R 0.157 s 1.519
2022-11-23 20:50 R tpch arrow, parquet, memory_map=False, TPCH-08, scale_factor=0.01, R 0.272 s 0.816
2022-11-23 20:50 R tpch arrow, parquet, memory_map=False, TPCH-08, scale_factor=1, R 0.567 s 0.250
2022-11-23 20:54 R tpch arrow, parquet, memory_map=False, TPCH-10, scale_factor=1, R 0.532 s -0.344
2022-11-23 20:51 R tpch arrow, parquet, memory_map=False, TPCH-08, scale_factor=10, R 3.333 s 0.598
2022-11-23 20:53 R tpch arrow, parquet, memory_map=False, TPCH-10, scale_factor=0.01, R 0.208 s 1.198
2022-11-23 20:55 R tpch arrow, parquet, memory_map=False, TPCH-10, scale_factor=10, R 3.298 s 0.292
2022-11-23 20:55 R tpch arrow, native, memory_map=False, TPCH-11, scale_factor=10, R 1.470 s -1.941
2022-11-23 20:54 R tpch arrow, native, memory_map=False, TPCH-10, scale_factor=1, R 0.274 s -0.870
2022-11-23 20:55 R tpch arrow, native, memory_map=False, TPCH-11, scale_factor=1, R 0.260 s 0.175
2022-11-23 20:55 R tpch arrow, parquet, memory_map=False, TPCH-11, scale_factor=1, R 0.511 s -0.019
2022-11-23 20:56 R tpch arrow, parquet, memory_map=False, TPCH-12, scale_factor=0.01, R 0.180 s -0.401
2022-11-23 20:56 R tpch arrow, parquet, memory_map=False, TPCH-12, scale_factor=1, R 1.163 s -1.083
2022-11-23 21:00 R tpch arrow, parquet, memory_map=False, TPCH-14, scale_factor=1, R 0.972 s -0.014
2022-11-23 20:56 R tpch arrow, parquet, memory_map=False, TPCH-11, scale_factor=10, R 3.677 s 0.062
2022-11-23 20:56 R tpch arrow, native, memory_map=False, TPCH-12, scale_factor=0.01, R 0.141 s 0.092
2022-11-23 20:56 R tpch arrow, native, memory_map=False, TPCH-12, scale_factor=1, R 0.465 s -0.872
2022-11-23 20:56 R tpch arrow, native, memory_map=False, TPCH-12, scale_factor=0.1, R 0.197 s 0.810
2022-11-23 20:56 R tpch arrow, parquet, memory_map=False, TPCH-12, scale_factor=0.1, R 0.273 s -0.054
2022-11-23 20:57 R tpch arrow, native, memory_map=False, TPCH-12, scale_factor=10, R 3.319 s 0.455
2022-11-23 20:59 R tpch arrow, native, memory_map=False, TPCH-13, scale_factor=10, R 5.013 s -0.206
2022-11-23 20:58 R tpch arrow, parquet, memory_map=False, TPCH-12, scale_factor=10, R 9.141 s 0.809
2022-11-23 20:58 R tpch arrow, native, memory_map=False, TPCH-13, scale_factor=1, R 0.631 s -0.271
2022-11-23 20:58 R tpch arrow, native, memory_map=False, TPCH-13, scale_factor=0.01, R 0.125 s -0.246
2022-11-23 20:58 R tpch arrow, parquet, memory_map=False, TPCH-13, scale_factor=0.01, R 0.158 s 0.936
2022-11-23 20:58 R tpch arrow, native, memory_map=False, TPCH-13, scale_factor=0.1, R 0.219 s 0.187
2022-11-23 20:58 R tpch arrow, parquet, memory_map=False, TPCH-13, scale_factor=0.1, R 0.281 s 0.243
2022-11-23 20:59 R tpch arrow, parquet, memory_map=False, TPCH-13, scale_factor=1, R 0.866 s -0.282
2022-11-23 20:59 R tpch arrow, parquet, memory_map=False, TPCH-13, scale_factor=10, R 7.161 s -1.070
2022-11-23 21:00 R tpch arrow, native, memory_map=False, TPCH-14, scale_factor=0.01, R 0.146 s -0.770
2022-11-23 21:00 R tpch arrow, parquet, memory_map=False, TPCH-14, scale_factor=0.01, R 0.183 s 1.120
2022-11-23 21:00 R tpch arrow, native, memory_map=False, TPCH-14, scale_factor=0.1, R 0.169 s -0.428
2022-11-23 21:00 R tpch arrow, parquet, memory_map=False, TPCH-14, scale_factor=0.1, R 0.255 s 0.233
2022-11-23 21:01 R tpch arrow, native, memory_map=False, TPCH-14, scale_factor=10, R 2.166 s 0.422
2022-11-23 21:01 R tpch arrow, parquet, memory_map=False, TPCH-14, scale_factor=10, R 7.509 s 0.420
2022-11-23 21:01 R tpch arrow, native, memory_map=False, TPCH-15, scale_factor=0.01, R 0.142 s 0.543
2022-11-23 21:02 R tpch arrow, parquet, memory_map=False, TPCH-15, scale_factor=0.1, R 0.203 s -0.393
2022-11-23 21:02 R tpch arrow, native, memory_map=False, TPCH-15, scale_factor=1, R 0.204 s 2.202
2022-11-23 21:03 R tpch arrow, native, memory_map=False, TPCH-15, scale_factor=10, R 0.863 s -0.951
2022-11-23 21:03 R tpch arrow, parquet, memory_map=False, TPCH-16, scale_factor=0.1, R 0.205 s 0.099
2022-11-23 21:05 R tpch arrow, native, memory_map=False, TPCH-17, scale_factor=1, R 0.215 s 0.472
2022-11-23 21:03 R tpch arrow, native, memory_map=False, TPCH-16, scale_factor=0.01, R 0.134 s -0.416
2022-11-23 21:03 R tpch arrow, native, memory_map=False, TPCH-16, scale_factor=0.1, R 0.152 s -0.702
2022-11-23 21:03 R tpch arrow, parquet, memory_map=False, TPCH-16, scale_factor=1, R 0.445 s 1.797
2022-11-23 21:04 R tpch arrow, native, memory_map=False, TPCH-16, scale_factor=10, R 1.154 s -0.413
2022-11-23 21:04 R tpch arrow, parquet, memory_map=False, TPCH-16, scale_factor=10, R 3.130 s -1.713
2022-11-23 21:05 R tpch arrow, native, memory_map=False, TPCH-17, scale_factor=10, R 0.853 s -0.625
2022-11-23 21:08 R tpch arrow, parquet, memory_map=False, TPCH-19, scale_factor=0.01, R 0.228 s -3.764
2022-11-23 21:14 R tpch arrow, parquet, memory_map=False, TPCH-22, scale_factor=0.1, R 0.190 s -1.442
2022-11-23 21:02 R tpch arrow, parquet, memory_map=False, TPCH-15, scale_factor=0.01, R 0.175 s -0.555
2022-11-23 21:02 R tpch arrow, native, memory_map=False, TPCH-15, scale_factor=0.1, R 0.148 s -1.542
2022-11-23 21:03 R tpch arrow, native, memory_map=False, TPCH-16, scale_factor=1, R 0.237 s 0.375
2022-11-23 21:06 R tpch arrow, parquet, memory_map=False, TPCH-18, scale_factor=0.1, R 0.194 s 0.805
2022-11-23 21:06 R tpch arrow, native, memory_map=False, TPCH-18, scale_factor=1, R 0.329 s -0.755
2022-11-23 21:04 R tpch arrow, native, memory_map=False, TPCH-17, scale_factor=0.01, R 0.150 s -1.998
2022-11-23 21:04 R tpch arrow, native, memory_map=False, TPCH-17, scale_factor=0.1, R 0.152 s -0.582
2022-11-23 21:04 R tpch arrow, parquet, memory_map=False, TPCH-17, scale_factor=0.1, R 0.276 s 0.862
2022-11-23 21:06 R tpch arrow, parquet, memory_map=False, TPCH-18, scale_factor=0.01, R 0.170 s 1.404
2022-11-23 21:07 R tpch arrow, parquet, memory_map=False, TPCH-18, scale_factor=1, R 0.520 s 0.589
2022-11-23 21:07 R tpch arrow, native, memory_map=False, TPCH-18, scale_factor=10, R 3.021 s -0.472
2022-11-23 21:08 R tpch arrow, native, memory_map=False, TPCH-19, scale_factor=0.01, R 0.181 s 1.513
2022-11-23 21:08 R tpch arrow, parquet, memory_map=False, TPCH-19, scale_factor=0.1, R 0.332 s -2.310
2022-11-23 21:12 R tpch arrow, native, memory_map=False, TPCH-20, scale_factor=10, R 0.784 s -0.433
2022-11-23 21:15 R tpch arrow, native, memory_map=False, TPCH-22, scale_factor=10, R 0.320 s -0.942
2022-11-23 21:02 R tpch arrow, parquet, memory_map=False, TPCH-15, scale_factor=1, R 0.471 s -0.207
2022-11-23 21:06 R tpch arrow, native, memory_map=False, TPCH-18, scale_factor=0.01, R 0.134 s 0.301
2022-11-23 21:08 R tpch arrow, parquet, memory_map=False, TPCH-19, scale_factor=1, R 1.582 s -0.351
2022-11-23 21:03 R tpch arrow, parquet, memory_map=False, TPCH-15, scale_factor=10, R 3.054 s -0.151
2022-11-23 21:03 R tpch arrow, parquet, memory_map=False, TPCH-16, scale_factor=0.01, R 0.167 s 0.137
2022-11-23 21:04 R tpch arrow, parquet, memory_map=False, TPCH-17, scale_factor=0.01, R 0.191 s 0.524
2022-11-23 21:05 R tpch arrow, parquet, memory_map=False, TPCH-17, scale_factor=1, R 1.221 s 0.157
2022-11-23 21:06 R tpch arrow, parquet, memory_map=False, TPCH-17, scale_factor=10, R 9.725 s -0.845
2022-11-23 21:08 R tpch arrow, native, memory_map=False, TPCH-19, scale_factor=0.1, R 0.252 s -0.082
2022-11-23 21:08 R tpch arrow, native, memory_map=False, TPCH-19, scale_factor=1, R 0.967 s -1.199
2022-11-23 21:08 R tpch arrow, parquet, memory_map=False, TPCH-18, scale_factor=10, R 4.601 s -0.987
2022-11-23 21:11 R tpch arrow, native, memory_map=False, TPCH-20, scale_factor=0.1, R 0.179 s -0.695
2022-11-23 21:11 R tpch arrow, parquet, memory_map=False, TPCH-20, scale_factor=1, R 1.103 s -0.615
2022-11-23 21:12 R tpch arrow, parquet, memory_map=False, TPCH-20, scale_factor=10, R 8.166 s 0.254
2022-11-23 21:12 R tpch arrow, native, memory_map=False, TPCH-21, scale_factor=0.01, R 0.264 s -0.110
2022-11-23 21:12 R tpch arrow, parquet, memory_map=False, TPCH-21, scale_factor=0.01, R 0.312 s 0.557
2022-11-23 21:13 R tpch arrow, parquet, memory_map=False, TPCH-21, scale_factor=1, R 3.163 s 0.511
2022-11-23 21:15 R tpch arrow, parquet, memory_map=False, TPCH-22, scale_factor=10, R 2.428 s -2.490
2022-11-23 21:06 R tpch arrow, native, memory_map=False, TPCH-18, scale_factor=0.1, R 0.147 s -1.044
2022-11-23 21:13 R tpch arrow, native, memory_map=False, TPCH-21, scale_factor=1, R 2.612 s -0.724
2022-11-23 21:14 R tpch arrow, native, memory_map=False, TPCH-22, scale_factor=0.01, R 0.134 s -2.720
2022-11-23 21:09 R tpch arrow, native, memory_map=False, TPCH-19, scale_factor=10, R 10.170 s -0.568
2022-11-23 21:13 R tpch arrow, parquet, memory_map=False, TPCH-21, scale_factor=0.1, R 0.576 s -0.091
2022-11-23 21:11 R tpch arrow, parquet, memory_map=False, TPCH-20, scale_factor=0.01, R 0.225 s 0.562
2022-11-23 21:14 R tpch arrow, parquet, memory_map=False, TPCH-22, scale_factor=0.01, R 0.169 s -0.286
2022-11-23 21:14 R tpch arrow, native, memory_map=False, TPCH-22, scale_factor=0.1, R 0.135 s 0.214
2022-11-23 21:15 R tpch arrow, parquet, memory_map=False, TPCH-22, scale_factor=1, R 0.383 s -1.527
2022-11-23 21:10 R tpch arrow, native, memory_map=False, TPCH-20, scale_factor=0.01, R 0.178 s -1.752
2022-11-23 21:14 R tpch arrow, native, memory_map=False, TPCH-22, scale_factor=1, R 0.152 s 1.174
2022-11-23 21:10 R tpch arrow, parquet, memory_map=False, TPCH-19, scale_factor=10, R 14.809 s -0.076
2022-11-23 21:11 R tpch arrow, parquet, memory_map=False, TPCH-20, scale_factor=0.1, R 0.299 s -1.121
2022-11-23 21:11 R tpch arrow, native, memory_map=False, TPCH-20, scale_factor=1, R 0.233 s 0.061
2022-11-23 21:13 R tpch arrow, native, memory_map=False, TPCH-21, scale_factor=0.1, R 0.477 s -0.392