【问题标题】:regex Python - return tuple with keywords from list of strings正则表达式 Python - 从字符串列表中返回带有关键字的元组
【发布时间】:2018-05-18 15:12:05
【问题描述】:

我有一个关键字列表,我想解析关键字的长字符串列表、货币格式的价格以及字符串中小于 10 的任何其他数字。例如:

keywords = ['Turin', 'Milan' , 'Nevada']
strings = ['This is a sentence about Turin with 5 and $10.00 in it.', ' 2.5 Milan is a city with £1,000 in it.', 'Nevada and $1,100,000. and 10.09']]

希望返回以下内容:

final_list = [('Turin', '$10.00', '5'), ('Milan', '£1,000', '2.5'), ('Nevada', '$1,100,000', '')]

我有以下功能正则表达式,但我不知道如何将输出组合到元组列表中。有没有更简单的方法来实现这一点?我应该按单词拆分然后查找匹配项吗?

def find_keyword_comments(list_of_strings,keywords_a):
    list_of_tuples = []
    for string in list_of_strings:
        keywords = '|'.join(keywords_a)
        keyword_rx = re.findall(r"^\b({})\b$".format(keywords), string, re.I)
        price_rx = re.findall(r'^[\$\£\€]\s?\d{1,3}(?:[.,]\d{3})*(?:[.,]\d{1,2})?$', string)
        number_rx1 = re.findall(r'\b\d[.]\d{1,2}\b', string)
        number_rx2 = re.findall(r'\s\d\s', string)

【问题讨论】:

  • 你会如何处理像“一张从都灵到米兰的机票花了我 100 美元”这样的句子?
  • 理想情况下,重复项将捕获最接近价格和数量的值。

标签: python regex python-3.x nlp


【解决方案1】:

你可以使用re.findall:

import re
keywords = ['Turin', 'Milan' , 'Nevada']
strings = ['This is a sentence about Turin with 5 and $10.00 in it.', '2.5 Milan is a city with £1,000 in it.', 'Nevada and $1,100,000. and 10.09']
grouped_strings = [(i, [b for b in strings if i in b]) for i in keywords]
new_groups = [(a, filter(lambda x:re.findall('\d', x),[re.findall('[\$\d\.£,]+', c) for c in b][0])) for a, b in grouped_strings]
last_groups = [(a, list(filter(lambda x:re.findall('\d', x) and float(x) < 10 if x[0].isdigit() else True, b))) for a, b in new_groups]

输出:

[('Turin', ['5', '$10.00']), ('Milan', ['2.5', '£1,000']), ('Nevada', ['$1,100,000.'])]

【讨论】:

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