Added test coverage for batched_parmap function and improved its readability by simplifying the implementation. Also improved the performance by utilizing list.extend method instead of + concatenation. Extension modifies a list in place, instead of creating a new list by +
Motivation and Context
Currently batched_parmap has unnecessary cyclomatic complexity, because it has to check for trailing chunks of batches in case when size of args is not divisible by batch_size. Even though the check is implemented, this case is not covered by tests.
Also, memory consumption of this function can be reduced by replacing list concatenation with list extension.
Fixes #104
How has this been tested?
I provided a unit test and ran all other tests.
Types of changes
[x] Bug fix (non-breaking change which fixes an issue)
[ ] New feature (non-breaking change which adds functionality)
[ ] Breaking change (fix or feature that would cause existing functionality to not work as expected)
Checklist:
[x] My code follows the code style of this project.
[ ] My change requires a change to the documentation.
Description
Added test coverage for batched_parmap function and improved its readability by simplifying the implementation. Also improved the performance by utilizing list.extend method instead of
+concatenation. Extension modifies a list in place, instead of creating a new list by+Motivation and Context
Currently batched_parmap has unnecessary cyclomatic complexity, because it has to check for trailing chunks of batches in case when size of
argsis not divisible bybatch_size. Even though the check is implemented, this case is not covered by tests. Also, memory consumption of this function can be reduced by replacing list concatenation with list extension.Fixes #104
How has this been tested?
I provided a unit test and ran all other tests.
Types of changes
Checklist: