⚡ Bolt: [performance improvement] Prevent list materialization in variable_level AST traversal - #155
Conversation
Modified `_assignment_callee` and `_collect_return_paths` to accept `Iterable[ast.AST]` and passed `ast.iter_child_nodes()` directly instead of materializing them into lists to reduce memory allocations during hot-path taint analysis. Co-authored-by: tachyon-beep <544926+tachyon-beep@users.noreply.github.com>
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Pull request overview
This PR optimizes Level 2 taint analysis AST traversal by avoiding eager list(...) materialization during deep recursive walks, reducing allocation and GC overhead in a hot path.
Changes:
- Updated
_assignment_calleeand_collect_return_pathsto acceptIterable[ast.AST]rather thanlist[ast.AST]. - Passed
func_node.bodyandast.iter_child_nodes(...)directly to traversal helpers instead of wrapping them inlist(...). - Added a Jules “bolt” note documenting the performance guideline for future AST traversals.
Reviewed changes
Copilot reviewed 2 out of 2 changed files in this pull request and generated no comments.
| File | Description |
|---|---|
| src/wardline/scanner/taint/variable_level.py | Removes eager list materialization in recursive AST traversals by switching helper signatures to Iterable and passing iterators directly. |
| .jules/bolt.md | Documents the optimization rationale and a guideline to avoid list(ast.iter_child_nodes(...)) in hot-path traversals. |
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Modified `_assignment_callee` and `_collect_return_paths` to accept `Iterable[ast.AST]` and passed `ast.iter_child_nodes()` directly instead of materializing them into lists to reduce memory allocations during hot-path taint analysis. Co-authored-by: tachyon-beep <544926+tachyon-beep@users.noreply.github.com>
Modified `_assignment_callee` and `_collect_return_paths` to accept `Iterable[ast.AST]` and passed `ast.iter_child_nodes()` directly instead of materializing them into lists to reduce memory allocations during hot-path taint analysis. Co-authored-by: tachyon-beep <544926+tachyon-beep@users.noreply.github.com>
💡 What: Changed
_assignment_calleeand_collect_return_pathsinsrc/wardline/scanner/taint/variable_level.pyto acceptIterable[ast.AST]and passedast.iter_child_nodes()directly instead of materializing them into lists.🎯 Why: Eagerly materializing AST nodes into lists during deep recursive AST traversal creates unnecessary memory allocations and GC pressure.
📊 Impact: Reduces memory allocations during Level 2 taint analysis (which is a hot path).
🔬 Measurement: Observe lower memory usage and slightly faster execution times during large AST analysis workloads.
PR created automatically by Jules for task 6756327243091457610 started by @tachyon-beep