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⚡ Bolt: Optimize SequenceMatcher loop in graph.py#55

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bolt-optimize-sequence-matcher-15746250650138011442
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⚡ Bolt: Optimize SequenceMatcher loop in graph.py#55
kourdroid wants to merge 1 commit into
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bolt-optimize-sequence-matcher-15746250650138011442

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@kourdroid

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💡 What: The difflib.SequenceMatcher initialization was moved outside the loop in _node_fingerprint_and_lookup. The set_seq2() method is now used to update the comparison string on each iteration, and matcher.quick_ratio() is used to quickly discard poor matches.

🎯 Why: Creating a new SequenceMatcher object on every iteration recalculates expensive internal caches for the static sanitized_current string. The ratio() method is also computationally heavy (up to O(N^2)). Using quick_ratio() (O(N)) first allows us to skip ratio() entirely for poor candidates, dramatically speeding up the lookup step when dealing with large schema registries.

📊 Impact: Reduces time spent in the schema lookup loop significantly, especially as the number of schemas in the registry grows.

🔬 Measurement: Verify by running the full test suite (pytest) and checking the execution time of the fingerprint_and_lookup step for payloads against a large registry.


PR created automatically by Jules for task 15746250650138011442 started by @kourdroid

Pre-initialize difflib.SequenceMatcher outside the matching loop
and use `set_seq2` and `quick_ratio` for O(N) pre-filtering before
calling the expensive `ratio` method.

Co-authored-by: kourdroid <36898160+kourdroid@users.noreply.github.com>
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