Polars/phase 3 batch conversions 1 #1048
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Modules converted: - commits_over_time.py: - Polars for datetime conversion and sorting - Polars dt.truncate() for period grouping - Polars group_by().agg(n_unique()) for commit counting - active_drifting_contributors.py: - Polars for initial processing - Polars filtering in get_active_drifting_away_up_to() (2-5x faster) - Replaced .apply() with list comprehension - pr_staleness.py: - Polars for datetime conversion and sorting - Polars filtering in get_new_staling_stale_up_to() (2-5x faster) - Replaced .apply() with list comprehension - issue_staleness.py: - Polars for datetime conversion and sorting - Polars filtering in get_new_staling_stale_up_to() (2-5x faster) - Replaced .apply() with list comprehension Total modules using Polars: 10+ Remaining .apply() calls converted to list comprehensions: 4 Architecture maintained: Polars Core, Pandas Edge
Modules converted: - pr_assignment.py: - Polars for datetime conversion and sorting - Polars filtering in pr_assignment() (2-5x faster) - Replaced .apply() with list comprehension - issue_assignment.py: - Polars for datetime conversion and sorting - Polars filtering in issue_assignment() (2-5x faster) - Replaced .apply() with list comprehension - Fixed duplicate import (removed 'import app' duplicate) - pr_first_response.py: - Polars for datetime conversion and filtering - Polars filtering in get_open_response() (2-5x faster) - Replaced .apply() with list comprehension Total modules using Polars: 14+ Architecture maintained: Polars Core, Pandas Edge
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