在进行一些数据清理时,我注意到dateutil.parser.parse
未能拒绝某个格式错误的日期,认为其中的第一个数字是两位数的年份。这个图书馆可以被强制将两位数年份视为无效吗?
示例:
from dateutil.parser import parse
parse('22-23 February')
输出:
datetime.datetime(2022, 2, 23, 0, 0)
答案 0 :(得分:3)
我设法通过dateutil.parser.parserinfo
参数将自定义parserinfo
对象传递给dateutil.parser.parse
来解决此问题。幸运的是,dateutil.parser.parserinfo
有一个convertyear
方法,可以在派生类中重载,以便在年份上执行额外的验证。
from dateutil.parser import parse, parserinfo
class NoTwoDigitYearParserInfo(parserinfo):
def convertyear(self, year, century_specified=False):
if year < 100 and not century_specified:
raise ValueError('Two digit years are not supported.')
return parserinfo.convertyear(self, year, century_specified)
parse('22-23 February', parserinfo = NoTwoDigitYearParserInfo())
输出:
Traceback (most recent call last):
File "<stdin>", line 1, in <module>
File "/usr/local/lib/python3.5/site-packages/dateutil/parser.py", line 1162, in parse
return parser(parserinfo).parse(timestr, **kwargs)
File "/usr/local/lib/python3.5/site-packages/dateutil/parser.py", line 552, in parse
res, skipped_tokens = self._parse(timestr, **kwargs)
File "/usr/local/lib/python3.5/site-packages/dateutil/parser.py", line 1055, in _parse
if not info.validate(res):
File "/usr/local/lib/python3.5/site-packages/dateutil/parser.py", line 360, in validate
res.year = self.convertyear(res.year, res.century_specified)
File "<stdin>", line 4, in convertyear
ValueError: Two digit years are not supported.