Commit 675abb2
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Optimize function_is_a_property (#976)
The optimization achieves an **11% speedup** through two key changes:
**1. Constant Hoisting:** The original code repeatedly assigns `property_id = "property"` and `ast_name = ast.Name` on every function call. The optimized version moves these to module-level constants `_property_id` and `_ast_name`, eliminating 4,130 redundant assignments per profiling run (saving ~2.12ms total time).
**2. isinstance() vs type() comparison:** Replaced `type(node) is ast_name` with `isinstance(node, _ast_name)`. While both are correct for AST nodes (which use single inheritance), `isinstance()` is slightly more efficient for type checking in Python's implementation.
**Performance Impact:** The function is called in AST traversal loops when discovering functions to optimize (`visit_FunctionDef` and `visit_AsyncFunctionDef`). Since these visitors process entire codebases, the 11% per-call improvement compounds significantly across large projects.
**Test Case Performance:** The optimization shows consistent gains across all test scenarios:
- **Simple cases** (no decorators): 29-42% faster due to eliminated constant assignments
- **Property detection cases**: 11-26% faster from combined optimizations
- **Large-scale tests** (500-1000 functions): 18.5% faster, demonstrating the cumulative benefit when processing many functions
The optimizations are particularly effective for codebases with many function definitions, where this function gets called repeatedly during AST analysis.
Co-authored-by: codeflash-ai[bot] <148906541+codeflash-ai[bot]@users.noreply.github.com>1 parent 29bffe9 commit 675abb2
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