This commit is contained in:
2025-01-13 20:47:39 -05:00
parent 945a3d9bf6
commit 86946f0316
8 changed files with 292 additions and 19 deletions

View File

@@ -2,7 +2,7 @@
from difflib import SequenceMatcher
from typing import List, Optional, Tuple
import re
import regex
class TrackMatcher:
"""Track Matcher"""
@@ -16,16 +16,16 @@ class TrackMatcher:
"""
self.threshold = threshold
def find_best_match(self, input_track: str, candidate_tracks: List[str]) -> Optional[Tuple[str, float]]:
def find_best_match(self, input_track: str, candidate_tracks: List[tuple[int|str, str]]) -> Optional[Tuple[str, float]]:
"""
Find the best matching track from the candidate list.
Args:
input_track (str): Input track in "ARTIST - SONG" format
candidate_tracks (List[str]): List of candidate tracks in same format
candidate_tracks (List[tuple[int, str]]): List of candidate tracks
Returns:
Optional[Tuple[str, float]]: Tuple of (best matching track, similarity score)
Optional[Tuple[int, str, float]]: Tuple of (best matching track, similarity score)
or None if no good match found
"""
if not input_track or not candidate_tracks:
@@ -33,12 +33,14 @@ class TrackMatcher:
# Normalize input track
input_track = self._normalize_string(input_track)
print(f"input_track: {input_track}")
best_match = None
best_score = 0
for candidate in candidate_tracks:
normalized_candidate = self._normalize_string(candidate)
normalized_candidate = self._normalize_string(candidate[1])
# Calculate various similarity scores
exact_score = 1.0 if input_track == normalized_candidate else 0.0
@@ -61,7 +63,7 @@ class TrackMatcher:
extra spaces, and converting to lowercase.
"""
# Remove special characters and convert to lowercase
text = re.sub(r'[^\w\s-]', '', text.lower())
text = regex.sub(r'[^\w\s-]', '', text.lower())
# Normalize spaces
text = ' '.join(text.split())
return text
@@ -79,4 +81,16 @@ class TrackMatcher:
intersection = tokens1.intersection(tokens2)
union = tokens1.union(tokens2)
return len(intersection) / len(union)
return len(intersection) / len(union)
class DataUtils:
"""
Data Utils
"""
def scrub_lyrics(self, lyrics: str) -> str:
# Regex chain
lyrics = regex.sub(r'(\[.*?\])(\s){0,}(\:){0,1}', '', lyrics)
lyrics = regex.sub(r'(\d?)(Embed\b)', '', lyrics, flags=regex.IGNORECASE)
lyrics = regex.sub(r'\n{2}', '\n', lyrics) # Gaps between verses
lyrics = regex.sub(r'[0-9]\b$', '', lyrics)
return lyrics