⚡ Bolt: Optimize repetitive string concatenations in HTML helpers - #150
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💡 What
Refactored several functions in
src/fuzz_introspector/html_helpers.py(html_get_header,create_pfc_button,html_add_header_with_link,html_get_report_creation_tag) to replace repetitive string concatenations (+=) with direct f-string formatting and variable assignments.🎯 Why
Repeated string concatenation using
+=creates significant memory reallocation overhead in Python since strings are immutable. This is particularly noticeable when rendering large HTML reports, whichfuzz_introspectorfrequently handles.📊 Impact
Reduces memory footprint and speeds up HTML generation times slightly by minimizing unnecessary internal string buffering and copying operations.
🔬 Measurement
Verified performance gains locally using
cProfile, and confirmed functional correctness by ensuring allpytestsuites andcode_checks.sh(flake8/yapf) passed successfully without regressions.PR created automatically by Jules for task 17114143183338951668 started by @WarGloom