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from collections import Counter
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import cppy.cp_util as util
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def word_frequency( top_n=10 ):
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def decorator(func):
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def wrapper(*args, **kwargs):
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# 执行被装饰的函数
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result = func(*args, **kwargs)
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# 初始化词频计数器
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word_counts = Counter()
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# 分词并计数
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for word in util.extract_str_words(result):
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word_counts[word] += 1
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# 输出所有词的频率最高的n个词
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most_common = word_counts.most_common(top_n)
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for w, count in most_common:
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print(f"{w} - {count}")
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return result
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return wrapper
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return decorator
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# 使用装饰器
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@word_frequency( top_n=10 )
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def read_file(file_path):
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with open(file_path, 'r', encoding='utf-8') as file:
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return file.read()
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read_file( util.testfilepath )
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