Benchmarks
Date Lang Batch Benchmark Mean Z-Score Error
2022-11-22 14:31 R tpch arrow, native, memory_map=False, TPCH-01, scale_factor=0.1, R 0.239 s -0.568
2022-11-22 14:32 R tpch arrow, parquet, memory_map=False, TPCH-01, scale_factor=1, R 0.846 s -0.852
2022-11-22 14:38 R tpch arrow, parquet, memory_map=False, TPCH-02, scale_factor=1, R 0.540 s -0.252
2022-11-22 14:37 R tpch arrow, native, memory_map=False, TPCH-02, scale_factor=1, R 0.404 s 0.006
2022-11-22 14:36 R tpch arrow, native, memory_map=False, TPCH-01, scale_factor=10, R 1.369 s 0.885
2022-11-22 14:32 R tpch arrow, native, memory_map=False, TPCH-01, scale_factor=1, R 0.345 s -0.845
2022-11-22 14:32 R tpch arrow, parquet, memory_map=False, TPCH-01, scale_factor=0.1, R 0.371 s -0.613
2022-11-22 14:39 R tpch arrow, native, memory_map=False, TPCH-03, scale_factor=0.01, R 0.268 s -0.514
2022-11-22 14:31 R tpch arrow, native, memory_map=False, TPCH-01, scale_factor=0.01, R 0.230 s
2022-11-22 14:38 R tpch arrow, native, memory_map=False, TPCH-02, scale_factor=10, R 0.912 s -0.431
2022-11-22 14:37 R tpch arrow, native, memory_map=False, TPCH-02, scale_factor=0.1, R 0.332 s -0.129
2022-11-22 14:37 R tpch arrow, parquet, memory_map=False, TPCH-02, scale_factor=0.1, R 0.416 s -0.254
2022-11-22 14:31 R tpch arrow, parquet, memory_map=False, TPCH-01, scale_factor=0.01, R 0.313 s -1.041
2022-11-22 14:37 R tpch arrow, parquet, memory_map=False, TPCH-02, scale_factor=0.01, R 0.400 s -0.208
2022-11-22 14:39 R tpch arrow, parquet, memory_map=False, TPCH-02, scale_factor=10, R 1.468 s -1.177
2022-11-22 14:39 R tpch arrow, parquet, memory_map=False, TPCH-03, scale_factor=0.01, R 0.334 s -0.510
2022-11-22 14:37 R tpch arrow, native, memory_map=False, TPCH-02, scale_factor=0.01, R 0.323 s -0.182
2022-11-22 14:36 R tpch arrow, parquet, memory_map=False, TPCH-01, scale_factor=10, R 5.815 s -0.976
2022-11-22 14:39 R tpch arrow, native, memory_map=False, TPCH-03, scale_factor=0.1, R 0.276 s -0.523
2022-11-22 14:39 R tpch arrow, parquet, memory_map=False, TPCH-03, scale_factor=0.1, R 0.379 s -0.608
2022-11-22 14:40 R tpch arrow, parquet, memory_map=False, TPCH-03, scale_factor=1, R 0.792 s -0.464
2022-11-22 14:40 R tpch arrow, native, memory_map=False, TPCH-03, scale_factor=1, R 0.376 s -0.647
2022-11-22 14:58 R tpch arrow, parquet, memory_map=False, TPCH-06, scale_factor=0.1, R 0.306 s -0.144
2022-11-22 14:44 R tpch arrow, native, memory_map=False, TPCH-03, scale_factor=10, R 1.308 s -0.704
2022-11-22 14:51 R tpch arrow, native, memory_map=False, TPCH-05, scale_factor=0.01, R 0.299 s -0.163
2022-11-22 14:57 R tpch arrow, native, memory_map=False, TPCH-05, scale_factor=10, R 0.887 s 0.867
2022-11-22 14:59 R tpch arrow, native, memory_map=False, TPCH-06, scale_factor=1, R 0.224 s -0.486
2022-11-22 15:09 R tpch arrow, native, memory_map=False, TPCH-07, scale_factor=10, R 1.072 s -0.023
2022-11-22 15:30 R tpch arrow, native, memory_map=False, TPCH-11, scale_factor=0.01, R 0.247 s -0.045
2022-11-22 15:16 R tpch arrow, parquet, memory_map=False, TPCH-08, scale_factor=10, R 10.045 s 0.959
2022-11-22 14:46 R tpch arrow, native, memory_map=False, TPCH-04, scale_factor=0.1, R 0.242 s -0.210
2022-11-22 14:58 R tpch arrow, parquet, memory_map=False, TPCH-06, scale_factor=0.01, R 0.259 s 0.314
2022-11-22 15:17 R tpch arrow, parquet, memory_map=False, TPCH-09, scale_factor=0.1, R 0.456 s 0.143
2022-11-22 15:24 R tpch arrow, parquet, memory_map=False, TPCH-10, scale_factor=0.01, R 0.368 s -0.043
2022-11-22 14:46 R tpch arrow, native, memory_map=False, TPCH-04, scale_factor=1, R 0.337 s -0.022
2022-11-22 14:51 R tpch arrow, native, memory_map=False, TPCH-04, scale_factor=10, R 1.257 s -0.167
2022-11-22 15:15 R tpch arrow, native, memory_map=False, TPCH-08, scale_factor=10, R 0.794 s 0.415
2022-11-22 14:45 R tpch arrow, parquet, memory_map=False, TPCH-03, scale_factor=10, R 7.742 s -0.733
2022-11-22 15:11 R tpch arrow, native, memory_map=False, TPCH-08, scale_factor=1, R 0.423 s 0.058
2022-11-22 15:16 R tpch arrow, parquet, memory_map=False, TPCH-09, scale_factor=0.01, R 0.396 s 0.085
2022-11-22 15:04 R tpch arrow, native, memory_map=False, TPCH-07, scale_factor=1, R 0.419 s -0.137
2022-11-22 15:17 R tpch arrow, native, memory_map=False, TPCH-09, scale_factor=1, R 0.521 s 0.408
2022-11-22 15:03 R tpch arrow, native, memory_map=False, TPCH-07, scale_factor=0.01, R 0.328 s 0.234
2022-11-22 14:46 R tpch arrow, parquet, memory_map=False, TPCH-04, scale_factor=1, R 0.449 s 0.067
2022-11-22 14:59 R tpch arrow, parquet, memory_map=False, TPCH-06, scale_factor=1, R 0.707 s -0.120
2022-11-22 15:03 R tpch arrow, parquet, memory_map=False, TPCH-07, scale_factor=0.01, R 0.407 s 0.221
2022-11-22 15:09 R tpch arrow, parquet, memory_map=False, TPCH-07, scale_factor=10, R 8.611 s 0.517
2022-11-22 14:45 R tpch arrow, native, memory_map=False, TPCH-04, scale_factor=0.01, R 0.231 s 0.052
2022-11-22 14:46 R tpch arrow, parquet, memory_map=False, TPCH-04, scale_factor=0.1, R 0.310 s 0.064
2022-11-22 14:52 R tpch arrow, native, memory_map=False, TPCH-05, scale_factor=0.1, R 0.308 s -0.113
2022-11-22 14:51 R tpch arrow, parquet, memory_map=False, TPCH-04, scale_factor=10, R 3.555 s 0.128
2022-11-22 14:52 R tpch arrow, parquet, memory_map=False, TPCH-05, scale_factor=0.1, R 0.428 s 0.133
2022-11-22 15:04 R tpch arrow, parquet, memory_map=False, TPCH-07, scale_factor=1, R 0.892 s -0.704
2022-11-22 15:17 R tpch arrow, native, memory_map=False, TPCH-09, scale_factor=0.1, R 0.343 s 0.259
2022-11-22 15:30 R tpch arrow, native, memory_map=False, TPCH-11, scale_factor=0.1, R 0.273 s 0.130
2022-11-22 15:18 R tpch arrow, parquet, memory_map=False, TPCH-09, scale_factor=1, R 1.003 s 0.052
2022-11-22 15:23 R tpch arrow, parquet, memory_map=False, TPCH-09, scale_factor=10, R 11.456 s 0.929
2022-11-22 15:25 R tpch arrow, native, memory_map=False, TPCH-10, scale_factor=1, R 0.389 s 0.118
2022-11-22 15:25 R tpch arrow, parquet, memory_map=False, TPCH-10, scale_factor=1, R 0.861 s -0.118
2022-11-22 15:49 R tpch arrow, native, memory_map=False, TPCH-14, scale_factor=10, R 2.269 s 0.828
2022-11-22 14:52 R tpch arrow, native, memory_map=False, TPCH-05, scale_factor=1, R 0.380 s 0.287
2022-11-22 15:03 R tpch arrow, parquet, memory_map=False, TPCH-06, scale_factor=10, R 5.047 s 0.009
2022-11-22 14:58 R tpch arrow, native, memory_map=False, TPCH-06, scale_factor=0.01, R 0.195 s -0.384
2022-11-22 15:02 R tpch arrow, native, memory_map=False, TPCH-06, scale_factor=10, R 0.507 s -0.764
2022-11-22 15:03 R tpch arrow, native, memory_map=False, TPCH-07, scale_factor=0.1, R 0.339 s -0.284
2022-11-22 15:10 R tpch arrow, parquet, memory_map=False, TPCH-08, scale_factor=0.01, R 0.463 s 0.198
2022-11-22 15:10 R tpch arrow, parquet, memory_map=False, TPCH-08, scale_factor=0.1, R 0.507 s 0.433
2022-11-22 14:45 R tpch arrow, parquet, memory_map=False, TPCH-04, scale_factor=0.01, R 0.294 s 0.070
2022-11-22 14:51 R tpch arrow, parquet, memory_map=False, TPCH-05, scale_factor=0.01, R 0.379 s 0.174
2022-11-22 14:53 R tpch arrow, parquet, memory_map=False, TPCH-05, scale_factor=1, R 0.855 s -0.155
2022-11-22 15:10 R tpch arrow, native, memory_map=False, TPCH-08, scale_factor=0.01, R 0.371 s 0.318
2022-11-22 14:58 R tpch arrow, parquet, memory_map=False, TPCH-05, scale_factor=10, R 8.202 s -2.568
2022-11-22 15:31 R tpch arrow, parquet, memory_map=False, TPCH-11, scale_factor=0.1, R 0.403 s -0.058
2022-11-22 15:45 R tpch arrow, parquet, memory_map=False, TPCH-14, scale_factor=0.1, R 0.480 s -0.017
2022-11-22 14:58 R tpch arrow, native, memory_map=False, TPCH-06, scale_factor=0.1, R 0.196 s -0.405
2022-11-22 15:10 R tpch arrow, native, memory_map=False, TPCH-08, scale_factor=0.1, R 0.380 s 0.121
2022-11-22 15:41 R tpch arrow, native, memory_map=False, TPCH-13, scale_factor=1, R 0.797 s 0.187
2022-11-22 15:42 R tpch arrow, parquet, memory_map=False, TPCH-13, scale_factor=1, R 1.270 s -0.232
2022-11-22 15:04 R tpch arrow, parquet, memory_map=False, TPCH-07, scale_factor=0.1, R 0.454 s 0.181
2022-11-22 15:33 R tpch arrow, native, memory_map=False, TPCH-12, scale_factor=0.01, R 0.241 s 0.029
2022-11-22 15:33 R tpch arrow, native, memory_map=False, TPCH-12, scale_factor=0.1, R 0.363 s 0.512
2022-11-22 15:41 R tpch arrow, parquet, memory_map=False, TPCH-13, scale_factor=0.01, R 0.295 s -0.055
2022-11-22 15:30 R tpch arrow, parquet, memory_map=False, TPCH-11, scale_factor=0.01, R 0.327 s -0.002
2022-11-22 15:24 R tpch arrow, native, memory_map=False, TPCH-10, scale_factor=0.1, R 0.302 s 0.066
2022-11-22 15:24 R tpch arrow, parquet, memory_map=False, TPCH-10, scale_factor=0.1, R 0.420 s -0.092
2022-11-22 15:51 R tpch arrow, native, memory_map=False, TPCH-15, scale_factor=0.01, R 0.241 s 0.255
2022-11-22 15:11 R tpch arrow, parquet, memory_map=False, TPCH-08, scale_factor=1, R 0.926 s -0.080
2022-11-22 15:16 R tpch arrow, native, memory_map=False, TPCH-09, scale_factor=0.01, R 0.313 s 0.153
2022-11-22 15:30 R tpch arrow, parquet, memory_map=False, TPCH-10, scale_factor=10, R 9.157 s 0.361
2022-11-22 15:40 R tpch arrow, parquet, memory_map=False, TPCH-12, scale_factor=10, R 35.163 s 0.864
2022-11-22 15:31 R tpch arrow, native, memory_map=False, TPCH-11, scale_factor=1, R 0.389 s 0.716
2022-11-22 15:23 R tpch arrow, native, memory_map=False, TPCH-09, scale_factor=10, R 1.340 s 0.616
2022-11-22 15:23 R tpch arrow, native, memory_map=False, TPCH-10, scale_factor=0.01, R 0.295 s 0.008
2022-11-22 15:29 R tpch arrow, native, memory_map=False, TPCH-10, scale_factor=10, R 1.172 s -0.142
2022-11-22 15:44 R tpch arrow, native, memory_map=False, TPCH-14, scale_factor=0.1, R 0.276 s 0.528
2022-11-22 15:44 R tpch arrow, native, memory_map=False, TPCH-14, scale_factor=0.01, R 0.245 s 0.221
2022-11-22 15:51 R tpch arrow, native, memory_map=False, TPCH-15, scale_factor=0.1, R 0.243 s 0.217
2022-11-22 15:32 R tpch arrow, native, memory_map=False, TPCH-11, scale_factor=10, R 1.062 s 0.853
2022-11-22 15:57 R tpch arrow, native, memory_map=False, TPCH-16, scale_factor=0.1, R 0.264 s -0.108
2022-11-22 15:32 R tpch arrow, parquet, memory_map=False, TPCH-11, scale_factor=10, R 10.671 s 0.538
2022-11-22 15:34 R tpch arrow, native, memory_map=False, TPCH-12, scale_factor=1, R 0.650 s -0.184
2022-11-22 15:41 R tpch arrow, native, memory_map=False, TPCH-13, scale_factor=0.01, R 0.222 s -0.296
2022-11-22 15:51 R tpch arrow, parquet, memory_map=False, TPCH-15, scale_factor=0.01, R 0.313 s 0.041
2022-11-22 15:59 R tpch arrow, native, memory_map=False, TPCH-17, scale_factor=0.1, R 0.263 s 0.105
2022-11-22 15:34 R tpch arrow, parquet, memory_map=False, TPCH-12, scale_factor=1, R 3.082 s 0.169
2022-11-22 15:52 R tpch arrow, native, memory_map=False, TPCH-15, scale_factor=1, R 0.292 s -0.026
2022-11-22 16:00 R tpch arrow, parquet, memory_map=False, TPCH-17, scale_factor=1, R 2.713 s 0.056
2022-11-22 16:04 R tpch arrow, native, memory_map=False, TPCH-17, scale_factor=10, R 0.911 s 0.445
2022-11-22 15:44 R tpch arrow, parquet, memory_map=False, TPCH-14, scale_factor=0.01, R 0.332 s -0.058
2022-11-22 15:57 R tpch arrow, parquet, memory_map=False, TPCH-16, scale_factor=1, R 0.889 s -0.357
2022-11-22 15:59 R tpch arrow, parquet, memory_map=False, TPCH-16, scale_factor=10, R 11.471 s 0.672
2022-11-22 15:41 R tpch arrow, native, memory_map=False, TPCH-13, scale_factor=0.1, R 0.393 s 0.401
2022-11-22 15:51 R tpch arrow, parquet, memory_map=False, TPCH-14, scale_factor=10, R 28.578 s 0.359
2022-11-22 16:07 R tpch arrow, native, memory_map=False, TPCH-18, scale_factor=1, R 0.501 s 0.490
2022-11-22 15:31 R tpch arrow, parquet, memory_map=False, TPCH-11, scale_factor=1, R 0.971 s -0.322
2022-11-22 15:41 R tpch arrow, parquet, memory_map=False, TPCH-13, scale_factor=0.1, R 0.532 s 0.121
2022-11-22 15:33 R tpch arrow, parquet, memory_map=False, TPCH-12, scale_factor=0.01, R 0.321 s 0.228
2022-11-22 15:43 R tpch arrow, native, memory_map=False, TPCH-13, scale_factor=10, R 4.638 s 0.234
2022-11-22 15:56 R tpch arrow, native, memory_map=False, TPCH-15, scale_factor=10, R 0.834 s -0.304
2022-11-22 15:58 R tpch arrow, native, memory_map=False, TPCH-16, scale_factor=10, R 1.129 s -0.550
2022-11-22 16:13 R tpch arrow, native, memory_map=False, TPCH-19, scale_factor=0.01, R 0.304 s 0.485
2022-11-22 15:33 R tpch arrow, parquet, memory_map=False, TPCH-12, scale_factor=0.1, R 0.489 s 0.305
2022-11-22 15:45 R tpch arrow, parquet, memory_map=False, TPCH-14, scale_factor=1, R 2.511 s 0.811
2022-11-22 15:56 R tpch arrow, parquet, memory_map=False, TPCH-15, scale_factor=10, R 6.046 s 0.396
2022-11-22 15:57 R tpch arrow, parquet, memory_map=False, TPCH-16, scale_factor=0.1, R 0.374 s 0.254
2022-11-22 15:45 R tpch arrow, native, memory_map=False, TPCH-14, scale_factor=1, R 0.544 s 0.460
2022-11-22 16:06 R tpch arrow, native, memory_map=False, TPCH-18, scale_factor=0.01, R 0.237 s -0.586
2022-11-22 16:06 R tpch arrow, native, memory_map=False, TPCH-18, scale_factor=0.1, R 0.255 s -0.093
2022-11-22 16:21 R tpch arrow, parquet, memory_map=False, TPCH-20, scale_factor=0.1, R 0.529 s -0.035
2022-11-22 15:38 R tpch arrow, native, memory_map=False, TPCH-12, scale_factor=10, R 3.571 s 0.274
2022-11-22 15:51 R tpch arrow, parquet, memory_map=False, TPCH-15, scale_factor=0.1, R 0.354 s 0.356
2022-11-22 16:06 R tpch arrow, parquet, memory_map=False, TPCH-17, scale_factor=10, R 31.395 s -0.251
2022-11-22 16:07 R tpch arrow, parquet, memory_map=False, TPCH-18, scale_factor=0.1, R 0.344 s 0.191
2022-11-22 15:44 R tpch arrow, parquet, memory_map=False, TPCH-13, scale_factor=10, R 15.438 s -0.029
2022-11-22 15:52 R tpch arrow, parquet, memory_map=False, TPCH-15, scale_factor=1, R 0.840 s -1.026
2022-11-22 15:57 R tpch arrow, parquet, memory_map=False, TPCH-16, scale_factor=0.01, R 0.305 s 0.101
2022-11-22 16:06 R tpch arrow, parquet, memory_map=False, TPCH-18, scale_factor=0.01, R 0.310 s -0.060
2022-11-22 16:30 R tpch arrow, parquet, memory_map=False, TPCH-21, scale_factor=1, R 5.059 s -0.744
2022-11-22 16:07 R tpch arrow, parquet, memory_map=False, TPCH-18, scale_factor=1, R 0.737 s 0.486
2022-11-22 16:13 R tpch arrow, parquet, memory_map=False, TPCH-18, scale_factor=10, R 13.152 s 0.388
2022-11-22 16:42 R tpch arrow, native, memory_map=False, TPCH-22, scale_factor=10, R 0.390 s 0.244
2022-11-22 15:56 R tpch arrow, native, memory_map=False, TPCH-16, scale_factor=0.01, R 0.234 s -0.049
2022-11-22 15:59 R tpch arrow, native, memory_map=False, TPCH-17, scale_factor=0.01, R 0.256 s -0.009
2022-11-22 16:13 R tpch arrow, native, memory_map=False, TPCH-19, scale_factor=0.1, R 0.488 s 0.701
2022-11-22 15:57 R tpch arrow, native, memory_map=False, TPCH-16, scale_factor=1, R 0.385 s 0.620
2022-11-22 16:00 R tpch arrow, native, memory_map=False, TPCH-17, scale_factor=1, R 0.317 s 0.044
2022-11-22 16:14 R tpch arrow, native, memory_map=False, TPCH-19, scale_factor=1, R 1.138 s 0.552
2022-11-22 16:12 R tpch arrow, native, memory_map=False, TPCH-18, scale_factor=10, R 4.368 s 0.397
2022-11-22 16:29 R tpch arrow, native, memory_map=False, TPCH-21, scale_factor=0.1, R 0.809 s 0.512
2022-11-22 16:41 R tpch arrow, native, memory_map=False, TPCH-22, scale_factor=1, R 0.265 s 0.039
2022-11-22 16:00 R tpch arrow, parquet, memory_map=False, TPCH-17, scale_factor=0.1, R 0.514 s -1.062
2022-11-22 16:22 R tpch arrow, native, memory_map=False, TPCH-20, scale_factor=1, R 0.355 s 0.049
2022-11-22 16:29 R tpch arrow, parquet, memory_map=False, TPCH-21, scale_factor=0.1, R 0.954 s -0.052
2022-11-22 16:40 R tpch arrow, parquet, memory_map=False, TPCH-22, scale_factor=0.1, R 0.342 s 0.133
2022-11-22 15:59 R tpch arrow, parquet, memory_map=False, TPCH-17, scale_factor=0.01, R 0.336 s 0.116
2022-11-22 16:21 R tpch arrow, native, memory_map=False, TPCH-20, scale_factor=0.1, R 0.308 s -0.104
2022-11-22 16:26 R tpch arrow, native, memory_map=False, TPCH-20, scale_factor=10, R 0.908 s -0.234
2022-11-22 16:40 R tpch arrow, native, memory_map=False, TPCH-22, scale_factor=0.01, R 0.231 s -0.050
2022-11-22 16:40 R tpch arrow, native, memory_map=False, TPCH-22, scale_factor=0.1, R 0.236 s 0.064
2022-11-22 16:18 R tpch arrow, native, memory_map=False, TPCH-19, scale_factor=10, R 8.444 s 0.810
2022-11-22 16:37 R tpch arrow, native, memory_map=False, TPCH-21, scale_factor=10, R 38.674 s -0.208
2022-11-22 16:40 R tpch arrow, parquet, memory_map=False, TPCH-22, scale_factor=0.01, R 0.303 s 0.130
2022-11-22 16:13 R tpch arrow, parquet, memory_map=False, TPCH-19, scale_factor=0.01, R 0.388 s 0.398
2022-11-22 16:41 R tpch arrow, parquet, memory_map=False, TPCH-22, scale_factor=1, R 0.725 s -0.261
2022-11-22 16:21 R tpch arrow, parquet, memory_map=False, TPCH-20, scale_factor=0.01, R 0.402 s -0.121
2022-11-22 16:28 R tpch arrow, parquet, memory_map=False, TPCH-20, scale_factor=10, R 36.642 s -0.888
2022-11-22 16:28 R tpch arrow, native, memory_map=False, TPCH-21, scale_factor=0.01, R 0.435 s -0.255
2022-11-22 16:28 R tpch arrow, parquet, memory_map=False, TPCH-21, scale_factor=0.01, R 0.530 s -0.251
2022-11-22 16:14 R tpch arrow, parquet, memory_map=False, TPCH-19, scale_factor=0.1, R 0.604 s -0.484
2022-11-22 16:20 R tpch arrow, native, memory_map=False, TPCH-20, scale_factor=0.01, R 0.304 s -0.053
2022-11-22 16:14 R tpch arrow, parquet, memory_map=False, TPCH-19, scale_factor=1, R 3.024 s 0.538
2022-11-22 16:20 R tpch arrow, parquet, memory_map=False, TPCH-19, scale_factor=10, R 30.606 s 0.648
2022-11-22 16:30 R tpch arrow, native, memory_map=False, TPCH-21, scale_factor=1, R 3.513 s 0.326
2022-11-22 16:22 R tpch arrow, parquet, memory_map=False, TPCH-20, scale_factor=1, R 3.344 s 0.037
2022-11-22 16:40 R tpch arrow, parquet, memory_map=False, TPCH-21, scale_factor=10, R 52.403 s 1.033
2022-11-22 16:42 R tpch arrow, parquet, memory_map=False, TPCH-22, scale_factor=10, R 11.088 s 0.013