40 lines
1.7 KiB
Python
40 lines
1.7 KiB
Python
|
|
import logging
|
|
from fuzzywuzzy import fuzz, process
|
|
from .AlgorithmBase import AlgorithmBase, MatchResult
|
|
from clazz.Metadata import Metadata
|
|
|
|
|
|
class SimpleMatcher(AlgorithmBase):
|
|
def getBestMatch(self) -> Metadata | None:
|
|
best_match = None
|
|
best_score = -1
|
|
match_results = []
|
|
|
|
try:
|
|
for title in self.titles:
|
|
for metadata in self.metadata:
|
|
# Match against metadata title
|
|
score = fuzz.token_sort_ratio(title.lower(), metadata.title.lower())
|
|
match_results.append(MatchResult(title, metadata.title, score, metadata.source, metadata))
|
|
if score > best_score:
|
|
best_score = score
|
|
best_match = metadata if score >= 70 else None
|
|
|
|
# Match against metadata altTitles
|
|
for alt_title in metadata.altTitle:
|
|
alt_score = fuzz.token_sort_ratio(title.lower(), alt_title.lower())
|
|
match_results.append(MatchResult(title, alt_title, alt_score, metadata.source, metadata))
|
|
if alt_score > best_score:
|
|
best_score = alt_score
|
|
best_match = metadata if alt_score >= 70 else None
|
|
except Exception as e:
|
|
logging.debug("Unntak: {e}")
|
|
logging.debug(f"type(title): {type(title)}, value: {title}")
|
|
logging.debug(f"type(alt_title): {type(alt_title)}, value: {alt_title}")
|
|
logging.debug(f"Metadata objekt:")
|
|
logging.debug(metadata.to_dict())
|
|
# Print match summary
|
|
self.print_match_summary(match_results)
|
|
|
|
return best_match |