当字段包含逗号时,在逗号上拆分字符串

时间:2014-08-29 12:12:56

标签: python string list split

考虑以下字符串:

'538.48,0.29,"533.59 - 540.00","AZO",102482,"+0.05%","N/A",0.00,535.09,"AutoZone, Inc. Co",538.77,"N/A"'

我需要将其拆分为一个列表,如下所示:

[538.48, 0.29, "533.59 - 540.00", "AZO", 102482, "+0.05%" , "N/A", 0.00, 535.09, "AutoZone, Inc. Co", 538.77, "N/A"]

问题是我无法使用list.split(',')因为第10个字段中有逗号。问题是当任意字段可能有逗号时,如何最好地将原始字符串拆分成列表?

1 个答案:

答案 0 :(得分:2)

使用csv module而不是尝试自己拆分它,它处理引用的值,包括包含分隔符的引用值,开箱即用:

>>> import csv
>>> from pprint import pprint
>>> data = '538.48,0.29,"533.59 - 540.00","AZO",102482,"+0.05%","N/A",0.00,535.09,"AutoZone, Inc. Co",538.77,"N/A"'
>>> reader = csv.reader(data.splitlines())
>>> pprint(next(reader))
['538.48',
 '0.29',
 '533.59 - 540.00',
 'AZO',
 '102482',
 '+0.05%',
 'N/A',
 '0.00',
 '535.09',
 'AutoZone, Inc. Co',
 '538.77',
 'N/A']

请注意'AutoZone, Inc. Co'列值。

如果您正在从文件中读取此数据,请直接将文件对象传递给csv.reader()对象,而不是将其传递给字符串序列。

您甚至可以通过设置quoting=csv.QUOTE_NONNUMERIC将数值(未引用的任何内容)解释为浮点值:

>>> reader = csv.reader(data.splitlines(), quoting=csv.QUOTE_NONNUMERIC)
>>> pprint(next(reader))
[538.48,
 0.29,
 '533.59 - 540.00',
 'AZO',
 102482.0,
 '+0.05%',
 'N/A',
 0.0,
 535.09,
 'AutoZone, Inc. Co',
 538.77,
 'N/A']