from fuzzywuzzy import fuzz from .AlgorithmBase import AlgorithmBase, MatchResult from clazz.Metadata import Metadata class AdvancedMatcher(AlgorithmBase): def getBestMatch(self) -> Metadata | None: best_match = None best_score = -1 match_results = [] for title in self.titles: for metadata in self.metadata: # Compute different match ratios title_ratio = fuzz.token_sort_ratio(title.lower(), metadata.title.lower()) alt_title_ratios = [fuzz.token_sort_ratio(title.lower(), alt_title.lower()) for alt_title in metadata.altTitle] max_alt_title_ratio = max(alt_title_ratios) if alt_title_ratios else 0 # Combine ratios as desired combined_score = max(title_ratio, max_alt_title_ratio) match_results.append(MatchResult(title, metadata.title, combined_score, metadata.source, metadata)) # Update best match if this one is better if combined_score > best_score: best_score = combined_score best_match = metadata if combined_score >= 70 else None # Print match summary self.print_match_summary(match_results) return best_match