⚡ Bolt: [performance improvement]#396
Conversation
Pre-compiles various inline regexes to the module level and moves `all_text.lower()` outside of a list comprehension to avoid string reallocation. Co-authored-by: anchapin <6326294+anchapin@users.noreply.github.com>
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💡 What
We pre-compiled multiple regex patterns to the module level and moved
all_text.lower()outside of a loop to avoid redundant string allocations incli/generators/ats_generator.py.🎯 Why
Repeated string lowercasing inside generator comprehensions (
sum(1 for verb in action_verbs if verb in all_text.lower())) causes significant unnecessary memory allocation becauseall_text.lower()is re-evaluated for everyverb. By caching it, we solve the O(N) redundancy. Also, moving regex compilation to the module level avoids cache lookup overhead on function calls.📊 Impact
Improves execution time and reduces memory churn when generating ATS reports for resumes.
🔬 Measurement
Verify the changes by running
python -m pytest tests/test_ats_generator.pyandmake lint.PR created automatically by Jules for task 10099155617746016002 started by @anchapin