Benchmarks
Date Lang Batch Benchmark Mean Z-Score Error
2022-11-23 03:43 R tpch arrow, native, memory_map=False, TPCH-03, scale_factor=0.1, R 0.167 s -1.461
2022-11-23 03:46 R tpch arrow, native, memory_map=False, TPCH-05, scale_factor=0.1, R 0.181 s 0.219
2022-11-23 03:47 R tpch arrow, native, memory_map=False, TPCH-05, scale_factor=10, R 0.808 s 0.745
2022-11-23 03:42 R tpch arrow, parquet, memory_map=False, TPCH-02, scale_factor=0.1, R 0.244 s -2.602
2022-11-23 03:44 R tpch arrow, native, memory_map=False, TPCH-04, scale_factor=0.01, R 0.135 s 0.657
2022-11-23 03:41 R tpch arrow, native, memory_map=False, TPCH-01, scale_factor=1, R 0.317 s -0.303
2022-11-23 03:41 R tpch arrow, native, memory_map=False, TPCH-01, scale_factor=10, R 1.903 s -0.538
2022-11-23 03:42 R tpch arrow, parquet, memory_map=False, TPCH-01, scale_factor=10, R 3.518 s 0.748
2022-11-23 03:42 R tpch arrow, native, memory_map=False, TPCH-02, scale_factor=0.1, R 0.197 s 0.419
2022-11-23 03:40 R tpch arrow, native, memory_map=False, TPCH-01, scale_factor=0.01, R 0.141 s -0.237
2022-11-23 03:43 R tpch arrow, parquet, memory_map=False, TPCH-03, scale_factor=1, R 0.472 s 0.210
2022-11-23 03:43 R tpch arrow, parquet, memory_map=False, TPCH-03, scale_factor=0.01, R 0.188 s 1.945
2022-11-23 03:48 R tpch arrow, parquet, memory_map=False, TPCH-06, scale_factor=0.1, R 0.163 s 1.640
2022-11-23 03:42 R tpch arrow, parquet, memory_map=False, TPCH-02, scale_factor=1, R 0.323 s -0.709
2022-11-23 03:44 R tpch arrow, native, memory_map=False, TPCH-03, scale_factor=10, R 1.368 s 0.560
2022-11-23 03:46 R tpch arrow, native, memory_map=False, TPCH-05, scale_factor=1, R 0.236 s 0.457
2022-11-23 03:48 R tpch arrow, native, memory_map=False, TPCH-06, scale_factor=1, R 0.146 s 0.101
2022-11-23 03:43 R tpch arrow, native, memory_map=False, TPCH-02, scale_factor=10, R 0.833 s 0.463
2022-11-23 03:44 R tpch arrow, parquet, memory_map=False, TPCH-03, scale_factor=10, R 3.027 s 1.384
2022-11-23 03:45 R tpch arrow, parquet, memory_map=False, TPCH-04, scale_factor=1, R 0.264 s 2.924
2022-11-23 03:46 R tpch arrow, parquet, memory_map=False, TPCH-05, scale_factor=0.01, R 0.219 s 0.148
2022-11-23 03:46 R tpch arrow, parquet, memory_map=False, TPCH-05, scale_factor=0.1, R 0.248 s 0.729
2022-11-23 03:50 R tpch arrow, native, memory_map=False, TPCH-07, scale_factor=1, R 0.275 s -0.083
2022-11-23 03:42 R tpch arrow, parquet, memory_map=False, TPCH-02, scale_factor=0.01, R 0.230 s 0.176
2022-11-23 03:45 R tpch arrow, native, memory_map=False, TPCH-04, scale_factor=1, R 0.245 s 0.586
2022-11-23 03:51 R tpch arrow, parquet, memory_map=False, TPCH-07, scale_factor=10, R 3.130 s 0.100
2022-11-23 03:51 R tpch arrow, parquet, memory_map=False, TPCH-08, scale_factor=0.01, R 0.274 s -0.375
2022-11-23 03:48 R tpch arrow, parquet, memory_map=False, TPCH-06, scale_factor=0.01, R 0.142 s -0.219
2022-11-23 03:54 R tpch arrow, native, memory_map=False, TPCH-10, scale_factor=0.1, R 0.181 s 0.105
2022-11-23 03:55 R tpch arrow, native, memory_map=False, TPCH-10, scale_factor=1, R 0.271 s 1.317
2022-11-23 03:42 R tpch arrow, native, memory_map=False, TPCH-02, scale_factor=1, R 0.253 s 0.642
2022-11-23 03:43 R tpch arrow, parquet, memory_map=False, TPCH-03, scale_factor=0.1, R 0.216 s 0.225
2022-11-23 03:45 R tpch arrow, parquet, memory_map=False, TPCH-04, scale_factor=0.01, R 0.162 s 0.105
2022-11-23 03:46 R tpch arrow, parquet, memory_map=False, TPCH-04, scale_factor=10, R 1.085 s -1.956
2022-11-23 03:49 R tpch arrow, parquet, memory_map=False, TPCH-07, scale_factor=0.1, R 0.265 s 0.062
2022-11-23 03:41 R tpch arrow, parquet, memory_map=False, TPCH-01, scale_factor=1, R 0.541 s 0.070
2022-11-23 03:42 R tpch arrow, native, memory_map=False, TPCH-02, scale_factor=0.01, R 0.189 s 0.524
2022-11-23 03:43 R tpch arrow, parquet, memory_map=False, TPCH-02, scale_factor=10, R 1.160 s 1.064
2022-11-23 03:46 R tpch arrow, native, memory_map=False, TPCH-04, scale_factor=10, R 1.210 s 1.451
2022-11-23 03:48 R tpch arrow, parquet, memory_map=False, TPCH-06, scale_factor=1, R 0.388 s 0.396
2022-11-23 03:49 R tpch arrow, parquet, memory_map=False, TPCH-07, scale_factor=0.01, R 0.232 s 2.054
2022-11-23 03:48 R tpch arrow, native, memory_map=False, TPCH-06, scale_factor=0.01, R 0.111 s 1.297
2022-11-23 03:51 R tpch arrow, native, memory_map=False, TPCH-08, scale_factor=0.01, R 0.225 s 0.193
2022-11-23 03:53 R tpch arrow, parquet, memory_map=False, TPCH-09, scale_factor=0.1, R 0.265 s -0.075
2022-11-23 03:53 R tpch arrow, native, memory_map=False, TPCH-09, scale_factor=1, R 0.297 s -1.431
2022-11-23 03:55 R tpch arrow, native, memory_map=False, TPCH-10, scale_factor=10, R 1.132 s 1.233
2022-11-23 03:40 R tpch arrow, parquet, memory_map=False, TPCH-01, scale_factor=0.01, R 0.170 s 0.156
2022-11-23 03:40 R tpch arrow, native, memory_map=False, TPCH-01, scale_factor=0.1, R 0.153 s 0.105
2022-11-23 03:45 R tpch arrow, native, memory_map=False, TPCH-04, scale_factor=0.1, R 0.144 s -1.111
2022-11-23 03:54 R tpch arrow, native, memory_map=False, TPCH-10, scale_factor=0.01, R 0.174 s -0.065
2022-11-23 03:56 R tpch arrow, native, memory_map=False, TPCH-11, scale_factor=0.1, R 0.157 s 1.533
2022-11-23 03:41 R tpch arrow, parquet, memory_map=False, TPCH-01, scale_factor=0.1, R 0.203 s -0.026
2022-11-23 03:43 R tpch arrow, native, memory_map=False, TPCH-03, scale_factor=1, R 0.271 s 1.583
2022-11-23 03:46 R tpch arrow, native, memory_map=False, TPCH-05, scale_factor=0.01, R 0.177 s -0.125
2022-11-23 04:00 R tpch arrow, parquet, memory_map=False, TPCH-13, scale_factor=1, R 0.864 s 0.658
2022-11-23 03:43 R tpch arrow, native, memory_map=False, TPCH-03, scale_factor=0.01, R 0.157 s 0.901
2022-11-23 03:45 R tpch arrow, parquet, memory_map=False, TPCH-04, scale_factor=0.1, R 0.172 s -1.207
2022-11-23 03:49 R tpch arrow, native, memory_map=False, TPCH-06, scale_factor=10, R 0.465 s -0.173
2022-11-23 03:49 R tpch arrow, native, memory_map=False, TPCH-07, scale_factor=0.01, R 0.194 s 1.040
2022-11-23 03:52 R tpch arrow, parquet, memory_map=False, TPCH-08, scale_factor=10, R 3.360 s -1.103
2022-11-23 03:54 R tpch arrow, native, memory_map=False, TPCH-09, scale_factor=10, R 1.129 s 0.464
2022-11-23 03:56 R tpch arrow, parquet, memory_map=False, TPCH-11, scale_factor=0.01, R 0.181 s 0.284
2022-11-23 03:49 R tpch arrow, parquet, memory_map=False, TPCH-06, scale_factor=10, R 2.500 s 0.641
2022-11-23 03:57 R tpch arrow, native, memory_map=False, TPCH-12, scale_factor=1, R 0.465 s -0.708
2022-11-23 03:59 R tpch arrow, native, memory_map=False, TPCH-13, scale_factor=0.01, R 0.126 s -1.346
2022-11-23 03:56 R tpch arrow, parquet, memory_map=False, TPCH-11, scale_factor=0.1, R 0.219 s 0.786
2022-11-23 03:57 R tpch arrow, parquet, memory_map=False, TPCH-12, scale_factor=0.01, R 0.179 s 0.815
2022-11-23 03:57 R tpch arrow, parquet, memory_map=False, TPCH-12, scale_factor=1, R 1.157 s -0.498
2022-11-23 03:48 R tpch arrow, native, memory_map=False, TPCH-06, scale_factor=0.1, R 0.114 s 0.107
2022-11-23 03:47 R tpch arrow, parquet, memory_map=False, TPCH-05, scale_factor=1, R 0.508 s 0.591
2022-11-23 03:47 R tpch arrow, parquet, memory_map=False, TPCH-05, scale_factor=10, R 3.134 s -0.658
2022-11-23 03:49 R tpch arrow, native, memory_map=False, TPCH-07, scale_factor=0.1, R 0.198 s 0.919
2022-11-23 03:51 R tpch arrow, native, memory_map=False, TPCH-08, scale_factor=0.1, R 0.227 s 0.358
2022-11-23 03:54 R tpch arrow, parquet, memory_map=False, TPCH-10, scale_factor=0.01, R 0.207 s 1.998
2022-11-23 03:56 R tpch arrow, native, memory_map=False, TPCH-11, scale_factor=1, R 0.259 s 0.455
2022-11-23 03:56 R tpch arrow, parquet, memory_map=False, TPCH-11, scale_factor=1, R 0.513 s -0.970
2022-11-23 03:57 R tpch arrow, native, memory_map=False, TPCH-12, scale_factor=0.1, R 0.201 s -2.339
2022-11-23 03:55 R tpch arrow, parquet, memory_map=False, TPCH-10, scale_factor=1, R 0.530 s 0.263
2022-11-23 03:57 R tpch arrow, native, memory_map=False, TPCH-12, scale_factor=0.01, R 0.142 s -0.794
2022-11-23 03:58 R tpch arrow, native, memory_map=False, TPCH-12, scale_factor=10, R 3.329 s -0.929
2022-11-23 03:52 R tpch arrow, native, memory_map=False, TPCH-09, scale_factor=0.01, R 0.184 s 1.012
2022-11-23 03:54 R tpch arrow, parquet, memory_map=False, TPCH-10, scale_factor=0.1, R 0.240 s 0.115
2022-11-23 03:52 R tpch arrow, native, memory_map=False, TPCH-08, scale_factor=10, R 0.654 s -0.180
2022-11-23 03:52 R tpch arrow, native, memory_map=False, TPCH-09, scale_factor=0.1, R 0.199 s 0.850
2022-11-23 03:54 R tpch arrow, parquet, memory_map=False, TPCH-09, scale_factor=10, R 3.955 s 0.832
2022-11-23 03:50 R tpch arrow, parquet, memory_map=False, TPCH-07, scale_factor=1, R 0.532 s 0.233
2022-11-23 03:56 R tpch arrow, parquet, memory_map=False, TPCH-10, scale_factor=10, R 3.282 s 0.858
2022-11-23 03:50 R tpch arrow, native, memory_map=False, TPCH-07, scale_factor=10, R 0.948 s 0.793
2022-11-23 03:51 R tpch arrow, parquet, memory_map=False, TPCH-08, scale_factor=0.1, R 0.300 s 0.606
2022-11-23 03:51 R tpch arrow, native, memory_map=False, TPCH-08, scale_factor=1, R 0.262 s 0.694
2022-11-23 03:56 R tpch arrow, native, memory_map=False, TPCH-11, scale_factor=0.01, R 0.144 s -0.537
2022-11-23 03:56 R tpch arrow, native, memory_map=False, TPCH-11, scale_factor=10, R 1.447 s 1.299
2022-11-23 03:59 R tpch arrow, parquet, memory_map=False, TPCH-13, scale_factor=0.1, R 0.278 s 1.777
2022-11-23 04:01 R tpch arrow, parquet, memory_map=False, TPCH-14, scale_factor=0.01, R 0.183 s 1.471
2022-11-23 04:01 R tpch arrow, native, memory_map=False, TPCH-14, scale_factor=0.1, R 0.168 s 0.746
2022-11-23 03:51 R tpch arrow, parquet, memory_map=False, TPCH-08, scale_factor=1, R 0.572 s -1.458
2022-11-23 03:57 R tpch arrow, parquet, memory_map=False, TPCH-12, scale_factor=0.1, R 0.273 s 0.034
2022-11-23 04:00 R tpch arrow, native, memory_map=False, TPCH-13, scale_factor=10, R 5.017 s -0.616
2022-11-23 03:53 R tpch arrow, parquet, memory_map=False, TPCH-09, scale_factor=1, R 0.604 s 1.655
2022-11-23 03:52 R tpch arrow, parquet, memory_map=False, TPCH-09, scale_factor=0.01, R 0.225 s 0.410
2022-11-23 03:59 R tpch arrow, native, memory_map=False, TPCH-13, scale_factor=1, R 0.631 s -0.252
2022-11-23 03:57 R tpch arrow, parquet, memory_map=False, TPCH-11, scale_factor=10, R 3.655 s 0.108
2022-11-23 03:59 R tpch arrow, parquet, memory_map=False, TPCH-12, scale_factor=10, R 9.149 s 0.731
2022-11-23 03:59 R tpch arrow, native, memory_map=False, TPCH-13, scale_factor=0.1, R 0.218 s 0.892
2022-11-23 03:59 R tpch arrow, parquet, memory_map=False, TPCH-13, scale_factor=0.01, R 0.159 s 0.185
2022-11-23 04:00 R tpch arrow, parquet, memory_map=False, TPCH-13, scale_factor=10, R 7.158 s -1.033
2022-11-23 04:01 R tpch arrow, parquet, memory_map=False, TPCH-14, scale_factor=1, R 0.969 s 0.234
2022-11-23 04:01 R tpch arrow, native, memory_map=False, TPCH-14, scale_factor=0.01, R 0.145 s 1.214
2022-11-23 04:01 R tpch arrow, parquet, memory_map=False, TPCH-14, scale_factor=0.1, R 0.254 s 1.175
2022-11-23 04:02 R tpch arrow, native, memory_map=False, TPCH-14, scale_factor=10, R 2.167 s 0.451
2022-11-23 04:01 R tpch arrow, native, memory_map=False, TPCH-14, scale_factor=1, R 0.351 s -0.285
2022-11-23 04:03 R tpch arrow, parquet, memory_map=False, TPCH-15, scale_factor=0.1, R 0.203 s -0.951
2022-11-23 04:02 R tpch arrow, native, memory_map=False, TPCH-15, scale_factor=0.01, R 0.142 s 0.335
2022-11-23 04:02 R tpch arrow, parquet, memory_map=False, TPCH-15, scale_factor=0.01, R 0.173 s 2.092
2022-11-23 04:03 R tpch arrow, native, memory_map=False, TPCH-15, scale_factor=0.1, R 0.148 s -1.391
2022-11-23 04:03 R tpch arrow, native, memory_map=False, TPCH-15, scale_factor=1, R 0.208 s -1.939
2022-11-23 04:02 R tpch arrow, parquet, memory_map=False, TPCH-14, scale_factor=10, R 7.536 s -0.470
2022-11-23 04:03 R tpch arrow, parquet, memory_map=False, TPCH-15, scale_factor=1, R 0.474 s -0.467
2022-11-23 04:04 R tpch arrow, native, memory_map=False, TPCH-15, scale_factor=10, R 0.858 s 0.071
2022-11-23 04:04 R tpch arrow, parquet, memory_map=False, TPCH-15, scale_factor=10, R 3.059 s -0.467
2022-11-23 04:04 R tpch arrow, parquet, memory_map=False, TPCH-16, scale_factor=0.1, R 0.205 s 0.105
2022-11-23 04:04 R tpch arrow, parquet, memory_map=False, TPCH-16, scale_factor=1, R 0.445 s 1.523
2022-11-23 04:04 R tpch arrow, parquet, memory_map=False, TPCH-16, scale_factor=0.01, R 0.167 s 0.540
2022-11-23 04:04 R tpch arrow, native, memory_map=False, TPCH-16, scale_factor=0.01, R 0.134 s -0.064
2022-11-23 04:04 R tpch arrow, native, memory_map=False, TPCH-16, scale_factor=1, R 0.237 s 0.537
2022-11-23 04:04 R tpch arrow, native, memory_map=False, TPCH-16, scale_factor=0.1, R 0.151 s 0.566
2022-11-23 04:05 R tpch arrow, parquet, memory_map=False, TPCH-16, scale_factor=10, R 3.114 s -1.004
2022-11-23 04:06 R tpch arrow, native, memory_map=False, TPCH-17, scale_factor=1, R 0.216 s 0.242
2022-11-23 04:05 R tpch arrow, parquet, memory_map=False, TPCH-17, scale_factor=0.1, R 0.279 s -0.418
2022-11-23 04:05 R tpch arrow, parquet, memory_map=False, TPCH-17, scale_factor=0.01, R 0.192 s 0.127
2022-11-23 04:05 R tpch arrow, native, memory_map=False, TPCH-17, scale_factor=0.01, R 0.149 s -0.807
2022-11-23 04:05 R tpch arrow, native, memory_map=False, TPCH-16, scale_factor=10, R 1.163 s -1.829
2022-11-23 04:07 R tpch arrow, parquet, memory_map=False, TPCH-17, scale_factor=10, R 9.376 s 0.345
2022-11-23 04:05 R tpch arrow, native, memory_map=False, TPCH-17, scale_factor=0.1, R 0.151 s -0.014
2022-11-23 04:07 R tpch arrow, parquet, memory_map=False, TPCH-18, scale_factor=0.01, R 0.171 s 0.572
2022-11-23 04:06 R tpch arrow, parquet, memory_map=False, TPCH-17, scale_factor=1, R 1.210 s 0.825
2022-11-23 04:07 R tpch arrow, native, memory_map=False, TPCH-18, scale_factor=0.01, R 0.135 s -0.384
2022-11-23 04:06 R tpch arrow, native, memory_map=False, TPCH-17, scale_factor=10, R 0.847 s 0.498
2022-11-23 04:08 R tpch arrow, native, memory_map=False, TPCH-18, scale_factor=10, R 3.040 s -1.007
2022-11-23 04:08 R tpch arrow, parquet, memory_map=False, TPCH-18, scale_factor=1, R 0.522 s 0.277
2022-11-23 04:07 R tpch arrow, native, memory_map=False, TPCH-18, scale_factor=0.1, R 0.147 s -0.245
2022-11-23 04:07 R tpch arrow, parquet, memory_map=False, TPCH-18, scale_factor=0.1, R 0.194 s 0.562
2022-11-23 04:07 R tpch arrow, native, memory_map=False, TPCH-18, scale_factor=1, R 0.329 s -0.390
2022-11-23 04:09 R tpch arrow, native, memory_map=False, TPCH-19, scale_factor=0.1, R 0.251 s 0.693
2022-11-23 04:09 R tpch arrow, native, memory_map=False, TPCH-19, scale_factor=0.01, R 0.182 s 1.043
2022-11-23 04:09 R tpch arrow, parquet, memory_map=False, TPCH-19, scale_factor=0.01, R 0.225 s -0.429
2022-11-23 04:09 R tpch arrow, parquet, memory_map=False, TPCH-18, scale_factor=10, R 4.383 s 0.728
2022-11-23 04:09 R tpch arrow, parquet, memory_map=False, TPCH-19, scale_factor=0.1, R 0.331 s -1.012
2022-11-23 04:15 R tpch arrow, native, memory_map=False, TPCH-22, scale_factor=0.01, R 0.132 s 0.252
2022-11-23 04:16 R tpch arrow, native, memory_map=False, TPCH-22, scale_factor=10, R 0.318 s 0.969
2022-11-23 04:09 R tpch arrow, parquet, memory_map=False, TPCH-19, scale_factor=1, R 1.578 s 0.175
2022-11-23 04:09 R tpch arrow, native, memory_map=False, TPCH-19, scale_factor=1, R 0.967 s -1.269
2022-11-23 04:12 R tpch arrow, native, memory_map=False, TPCH-20, scale_factor=0.1, R 0.178 s 0.394
2022-11-23 04:12 R tpch arrow, parquet, memory_map=False, TPCH-20, scale_factor=0.1, R 0.296 s 0.802
2022-11-23 04:13 R tpch arrow, parquet, memory_map=False, TPCH-20, scale_factor=10, R 8.306 s -2.410
2022-11-23 04:11 R tpch arrow, parquet, memory_map=False, TPCH-19, scale_factor=10, R 14.899 s -2.581
2022-11-23 04:12 R tpch arrow, parquet, memory_map=False, TPCH-20, scale_factor=1, R 1.098 s -0.061
2022-11-23 04:15 R tpch arrow, parquet, memory_map=False, TPCH-22, scale_factor=0.1, R 0.189 s -0.249
2022-11-23 04:14 R tpch arrow, native, memory_map=False, TPCH-21, scale_factor=0.1, R 0.476 s -0.261
2022-11-23 04:15 R tpch arrow, native, memory_map=False, TPCH-22, scale_factor=0.1, R 0.134 s 0.949
2022-11-23 04:10 R tpch arrow, native, memory_map=False, TPCH-19, scale_factor=10, R 10.099 s 1.286
2022-11-23 04:15 R tpch arrow, parquet, memory_map=False, TPCH-22, scale_factor=0.01, R 0.169 s -0.678
2022-11-23 04:16 R tpch arrow, parquet, memory_map=False, TPCH-22, scale_factor=10, R 2.355 s 1.342
2022-11-23 04:14 R tpch arrow, parquet, memory_map=False, TPCH-21, scale_factor=1, R 3.163 s 0.544
2022-11-23 04:12 R tpch arrow, parquet, memory_map=False, TPCH-20, scale_factor=0.01, R 0.225 s 0.343
2022-11-23 04:13 R tpch arrow, native, memory_map=False, TPCH-20, scale_factor=10, R 0.827 s -4.909
2022-11-23 04:14 R tpch arrow, native, memory_map=False, TPCH-21, scale_factor=1, R 2.619 s -1.496
2022-11-23 04:12 R tpch arrow, native, memory_map=False, TPCH-20, scale_factor=1, R 0.232 s 0.173
2022-11-23 04:16 R tpch arrow, parquet, memory_map=False, TPCH-22, scale_factor=1, R 0.384 s -2.773
2022-11-23 04:13 R tpch arrow, native, memory_map=False, TPCH-21, scale_factor=0.01, R 0.265 s -0.482
2022-11-23 04:16 R tpch arrow, native, memory_map=False, TPCH-22, scale_factor=1, R 0.153 s 0.038
2022-11-23 04:11 R tpch arrow, native, memory_map=False, TPCH-20, scale_factor=0.01, R 0.175 s 0.682
2022-11-23 04:13 R tpch arrow, parquet, memory_map=False, TPCH-21, scale_factor=0.01, R 0.311 s 1.107
2022-11-23 04:14 R tpch arrow, parquet, memory_map=False, TPCH-21, scale_factor=0.1, R 0.571 s 1.709