from fuzzywuzzy import process
def fuzzy(search_key, videos, video_titles):
"""
- Returns a list of closest matching video IDs.
"""
best_matches = process.extract(search_key, video_titles, limit=10)
best_match_titles = []
for match in best_matches:
best_match_titles.append(match[0])
best_match_IDs = []
for title in best_match_titles:
for ID in videos:
if title == videos[ID]:
best_match_IDs.append(ID)
return best_match_IDs