如何在Python中模糊匹配两个列表

pip install fuzzywuzzy

from fuzzywuzzy import fuzz

def fuzzy_match(list1, list2):
    matched_pairs = []
    for item1 in list1:
        for item2 in list2:
            similarity = fuzz.ratio(item1, item2)
            if similarity > 70:  # 设置相似度阈值
                matched_pairs.append((item1, item2, similarity))
    return matched_pairs

# 示例数据
list1 = ['apple', 'banana', 'orange']
list2 = ['apples', 'bananas', 'grapes', 'oranges']

matched_pairs = fuzzy_match(list1, list2)
for pair in matched_pairs:
    print(f"模糊匹配：{pair[0]} <-> {pair[1]}，相似度：{pair[2]}")