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Eliminate unnecessary complexity

apache/spark
Based on 2 comments
Python

Remove unnecessary default parameters and consolidate related conditional logic to improve code clarity and maintainability. When parameters are always provided in practice, avoid adding default values that create false optionality. Similarly, combine related conditions into single, more readable expressions.

Code Style Python

Reviewer Prompt

Remove unnecessary default parameters and consolidate related conditional logic to improve code clarity and maintainability. When parameters are always provided in practice, avoid adding default values that create false optionality. Similarly, combine related conditions into single, more readable expressions.

Examples of improvements:

  • Remove default parameters that are never used: Change def run(spec_path: Path, full_refresh: Optional[Sequence[str]] = None) to def run(spec_path: Path, full_refresh: Optional[Sequence[str]]) when the parameter is always provided
  • Consolidate related conditions: Replace separate if full_refresh: and if refresh: checks with if full_refresh or refresh: when they serve the same logical purpose

This approach reduces cognitive load for readers and eliminates misleading code patterns that suggest optional behavior when none exists.

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