yutannihilation commented on PR #529:
URL: https://github.com/apache/sedona-db/pull/529#issuecomment-3784194399
I finally added some benchmarks. It seems the result shows this doesn't make
difference..., so let's keep the current implementation!
### Current main branch
```
----------------------------------------------------------------------------------------------
benchmark: 3 tests
---------------------------------------------------------------------------------------------
Name (time in ms) Min Max
Mean StdDev Median IQR
Outliers OPS Rounds Iterations
---------------------------------------------------------------------------------------------------------------------------------------------------------------------------------------------------------------
test_st_affine_2d[array-SedonaDBSingleThread] 2.7364 (1.0) 2.8716
(1.01) 2.7668 (1.0) 0.0211 (1.36) 2.7627 (1.0) 0.0243 (1.15)
81;16 361.4301 (1.0) 353 1
test_st_affine_2d[mixed-SedonaDBSingleThread] 2.7562 (1.01) 2.8516
(1.0) 2.7835 (1.01) 0.0155 (1.0) 2.7828 (1.01) 0.0211 (1.0)
98;7 359.2600 (0.99) 356 1
test_st_affine_2d[scalar-SedonaDBSingleThread] 2.7736 (1.01) 3.0790
(1.08) 2.8028 (1.01) 0.0317 (2.04) 2.7974 (1.01) 0.0235 (1.12)
14;12 356.7848 (0.99) 281 1
---------------------------------------------------------------------------------------------------------------------------------------------------------------------------------------------------------------
Legend:
Outliers: 1 Standard Deviation from Mean; 1.5 IQR (InterQuartile Range)
from 1st Quartile and 3rd Quartile.
OPS: Operations Per Second, computed as 1 / Mean
```
### This branch
```
----------------------------------------------------------------------------------------------
benchmark: 3 tests
---------------------------------------------------------------------------------------------
Name (time in ms) Min Max
Mean StdDev Median IQR
Outliers OPS Rounds Iterations
---------------------------------------------------------------------------------------------------------------------------------------------------------------------------------------------------------------
test_st_affine_2d[array-SedonaDBSingleThread] 2.7400 (1.0) 2.8557
(1.01) 2.7755 (1.0) 0.0192 (1.33) 2.7730 (1.0) 0.0241 (1.25)
103;3 360.2989 (1.0) 346 1
test_st_affine_2d[mixed-SedonaDBSingleThread] 2.7645 (1.01) 2.8371
(1.0) 2.7950 (1.01) 0.0144 (1.0) 2.7936 (1.01) 0.0193 (1.0)
102;4 357.7813 (0.99) 351 1
test_st_affine_2d[scalar-SedonaDBSingleThread] 2.7962 (1.02) 3.1533
(1.11) 2.8457 (1.03) 0.0622 (4.32) 2.8209 (1.02) 0.0381 (1.98)
12;12 351.4086 (0.98) 92 1
---------------------------------------------------------------------------------------------------------------------------------------------------------------------------------------------------------------
Legend:
Outliers: 1 Standard Deviation from Mean; 1.5 IQR (InterQuartile Range)
from 1st Quartile and 3rd Quartile.
OPS: Operations Per Second, computed as 1 / Mean
```
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