Source code for

# -*- coding: utf-8 -*-
import calendar
import collections
from datetime import datetime, timedelta
from warnings import warn

import six
import regex as re
from dateutil.relativedelta import relativedelta

from dateparser.date_parser import date_parser
from dateparser.freshness_date_parser import freshness_date_parser
from dateparser.languages.loader import LanguageDataLoader
from dateparser.languages.detection import AutoDetectLanguage, ExactLanguages
from dateparser.conf import apply_settings
from dateparser.utils import normalize_unicode, apply_timezone_from_settings

    u'\N{RIGHT SINGLE QUOTATION MARK}',     # u'\u2019'
    u'\N{MODIFIER LETTER APOSTROPHE}',      # u'\u02bc'
    u'\N{MODIFIER LETTER TURNED COMMA}',    # u'\u02bb'
    u'\N{ARMENIAN APOSTROPHE}',             # u'\u055a'
    u'\N{LATIN SMALL LETTER SALTILLO}',     # u'\ua78c'
    u'\N{PRIME}',                           # u'\u2032'
    u'\N{REVERSED PRIME}',                  # u'\u2035'
    u'\N{MODIFIER LETTER PRIME}',           # u'\u02b9'
    u'\N{FULLWIDTH APOSTROPHE}',            # u'\uff07'

[docs]def sanitize_spaces(html_string): html_string = re.sub(u'\xa0', ' ', html_string, flags=re.UNICODE) html_string = re.sub(r'\s+', ' ', html_string) html_string = re.sub(r'^\s+(\S.*?)\s+$', r'\1', html_string) return html_string
[docs]def date_range(begin, end, **kwargs): dateutil_error_prone_args = ['year', 'month', 'week', 'day', 'hour', 'minute', 'second'] for arg in dateutil_error_prone_args: if arg in kwargs: raise ValueError("Invalid argument: %s" % arg) step = relativedelta(**kwargs) if kwargs else relativedelta(days=1) date = begin while date < end: yield date date += step # handles edge-case when iterating months and last interval is < 30 days if kwargs.get('months', 0) > 0 and (date.year, date.month) == (end.year, end.month): yield end
[docs]def get_intersecting_periods(low, high, period='day'): if period not in ['year', 'month', 'week', 'day', 'hour', 'minute', 'second', 'microsecond']: raise ValueError("Invalid period: {}".format(period)) if high <= low: return step = relativedelta(**{period + 's': 1}) current_period_start = low if isinstance(current_period_start, datetime): reset_arguments = {} for test_period in ['microsecond', 'second', 'minute', 'hour']: if test_period == period: break else: reset_arguments[test_period] = 0 current_period_start = current_period_start.replace(**reset_arguments) if period == 'week': current_period_start \ = current_period_start - timedelta(days=current_period_start.weekday()) elif period == 'month': current_period_start = current_period_start.replace(day=1) elif period == 'year': current_period_start = current_period_start.replace(month=1, day=1) while current_period_start < high: yield current_period_start current_period_start += step
[docs]def sanitize_date(date_string): date_string = re.sub( r'\t|\n|\r|\u00bb|,\s\u0432|\u200e|\xb7|\u200f|\u064e|\u064f', ' ', date_string, flags=re.M ) date_string = re.sub(r'([\W\d])\u0433\.', r'\1 ', date_string, flags=re.I | re.U) # remove u'г.' (Russian for year) but not in words date_string = sanitize_spaces(date_string) date_string = re.sub(r'\b([ap])(\.)?m(\.)?\b', r'\1m', date_string, flags=re.DOTALL | re.I) date_string = re.sub(r'^.*?on:\s+(.*)', r'\1', date_string) date_string = re.sub(u'|'.join(APOSTROPHE_LOOK_ALIKE_CHARS), u"'", date_string) return date_string
[docs]def get_date_from_timestamp(date_string, settings): if'^\d{10}(?![^\d.])', date_string): date_obj = datetime.fromtimestamp(int(date_string[:10])) date_obj = apply_timezone_from_settings(date_obj, settings) return date_obj
[docs]def get_last_day_of_month(year, month): return calendar.monthrange(year, month)[1]
[docs]def parse_with_formats(date_string, date_formats, settings): """ Parse with formats and return a dictionary with 'period' and 'obj_date'. :returns: :class:`datetime.datetime`, dict or None """ period = 'day' for date_format in date_formats: try: date_obj = datetime.strptime(date_string, date_format) except ValueError: continue else: # If format does not include the day, use last day of the month # instead of first, because the first is usually out of range. if '%d' not in date_format: period = 'month' date_obj = date_obj.replace( day=get_last_day_of_month(date_obj.year, date_obj.month)) if not ('%y' in date_format or '%Y' in date_format): today = date_obj = date_obj.replace(year=today.year) date_obj = apply_timezone_from_settings(date_obj, settings) return {'date_obj': date_obj, 'period': period} else: return {'date_obj': None, 'period': period}
class _DateLanguageParser(object): DATE_FORMATS_ERROR_MESSAGE = "Date formats should be list, tuple or set of strings" def __init__(self, language, date_string, date_formats, settings=None): self._settings = settings if isinstance(date_formats, six.string_types): warn(self.DATE_FORMATS_ERROR_MESSAGE, FutureWarning) date_formats = [date_formats] elif not (date_formats is None or isinstance(date_formats, (list, tuple, collections.Set))): raise TypeError(self.DATE_FORMATS_ERROR_MESSAGE) self.language = language self.date_string = date_string self.date_formats = date_formats self._translated_date = None self._translated_date_with_formatting = None @classmethod def parse(cls, language, date_string, date_formats=None, settings=None): instance = cls(language, date_string, date_formats, settings) return instance._parse() def _parse(self): for parser in ( self._try_timestamp, self._try_freshness_parser, self._try_given_formats, self._try_parser, self._try_hardcoded_formats, ): date_obj = parser() if self._is_valid_date_obj(date_obj): return date_obj else: return None def _try_timestamp(self): return { 'date_obj': get_date_from_timestamp(self.date_string, self._settings), 'period': 'day', } def _try_freshness_parser(self): return freshness_date_parser.get_date_data(self._get_translated_date(), self._settings) def _try_parser(self): _order = self._settings.DATE_ORDER try: if self._settings.PREFER_LANGUAGE_DATE_ORDER: self._settings.DATE_ORDER ='dateorder', _order) date_obj, period = date_parser.parse( self._get_translated_date(), settings=self._settings) self._settings.DATE_ORDER = _order return { 'date_obj': date_obj, 'period': period, } except ValueError: self._settings.DATE_ORDER = _order return None def _try_given_formats(self): if not self.date_formats: return return parse_with_formats( self._get_translated_date_with_formatting(), self.date_formats, settings=self._settings ) def _try_hardcoded_formats(self): hardcoded_date_formats = [ '%B %d, %Y, %I:%M:%S %p', '%b %d, %Y at %I:%M %p', '%d %B %Y %H:%M:%S', '%A, %B %d, %Y', '%Y-%m-%dT%H:%M:%S.%fZ' ] try: return parse_with_formats( self._get_translated_date_with_formatting(), hardcoded_date_formats, settings=self._settings ) except TypeError: return None def _get_translated_date(self): if self._translated_date is None: self._translated_date = self.language.translate( self.date_string, keep_formatting=False, settings=self._settings) return self._translated_date def _get_translated_date_with_formatting(self): if self._translated_date_with_formatting is None: self._translated_date_with_formatting = self.language.translate( self.date_string, keep_formatting=True, settings=self._settings) return self._translated_date_with_formatting def _is_valid_date_obj(self, date_obj): if not isinstance(date_obj, dict): return False if len(date_obj) != 2: return False if 'date_obj' not in date_obj or 'period' not in date_obj: return False if not date_obj['date_obj']: return False if date_obj['period'] not in ('day', 'week', 'month', 'year'): return False return True
[docs]class DateDataParser(object): """ Class which handles language detection, translation and subsequent generic parsing of string representing date and/or time. :param languages: A list of two letters language codes, e.g. ['en', 'es']. If languages are given, it will not attempt to detect the language. :type languages: list :param allow_redetect_language: Enables/disables language re-detection. :type allow_redetect_language: bool :param settings: Configure customized behavior using settings defined in :mod:`dateparser.conf.Settings`. :type settings: dict :return: A parser instance :raises: ValueError - Unknown Language, TypeError - Languages argument must be a list """ language_loader = None @apply_settings def __init__(self, languages=None, allow_redetect_language=False, settings=None): self._settings = settings available_language_map = self._get_language_loader().get_language_map() if isinstance(languages, (list, tuple, collections.Set)): if all([language in available_language_map for language in languages]): languages = [available_language_map[language] for language in languages] else: unsupported_languages = set(languages) - set(available_language_map.keys()) raise ValueError( "Unknown language(s): %s" % ', '.join(map(repr, unsupported_languages))) elif languages is not None: raise TypeError("languages argument must be a list (%r given)" % type(languages)) if allow_redetect_language: self.language_detector = AutoDetectLanguage( languages if languages else list(available_language_map.values()), allow_redetection=True) elif languages: self.language_detector = ExactLanguages(languages=languages) else: self.language_detector = AutoDetectLanguage( list(available_language_map.values()), allow_redetection=False)
[docs] def get_date_data(self, date_string, date_formats=None): """ Parse string representing date and/or time in recognizable localized formats. Supports parsing multiple languages and timezones. :param date_string: A string representing date and/or time in a recognizably valid format. :type date_string: str|unicode :param date_formats: A list of format strings using directives as given `here <>`_. The parser applies formats one by one, taking into account the detected languages. :type date_formats: list :return: a dict mapping keys to :mod:`datetime.datetime` object and *period*. For example: {'date_obj': datetime.datetime(2015, 6, 1, 0, 0), 'period': u'day'} :raises: ValueError - Unknown Language .. note:: *Period* values can be a 'day' (default), 'week', 'month', 'year'. *Period* represents the granularity of date parsed from the given string. In the example below, since no day information is present, the day is assumed to be current day ``16`` from *current date* (which is June 16, 2015, at the moment of writing this). Hence, the level of precision is ``month``: >>> DateDataParser().get_date_data(u'March 2015') {'date_obj': datetime.datetime(2015, 3, 16, 0, 0), 'period': u'month'} Similarly, for date strings with no day and month information present, level of precision is ``year`` and day ``16`` and month ``6`` are from *current_date*. >>> DateDataParser().get_date_data(u'2014') {'date_obj': datetime.datetime(2014, 6, 16, 0, 0), 'period': u'year'} Dates with time zone indications or UTC offsets are returned in UTC time unless specified using `Settings`_. >>> DateDataParser().get_date_data(u'23 March 2000, 1:21 PM CET') {'date_obj': datetime.datetime(2000, 3, 23, 14, 21), 'period': 'day'} """ if not(isinstance(date_string, six.text_type) or isinstance(date_string, six.string_types)): raise TypeError('Input type must be str or unicode') res = parse_with_formats(date_string, date_formats or [], self._settings) if res['date_obj']: return res if self._settings.NORMALIZE: date_string = normalize_unicode(date_string) date_string = sanitize_date(date_string) for language in self.language_detector.iterate_applicable_languages( date_string, modify=True, settings=self._settings): parsed_date = _DateLanguageParser.parse( language, date_string, date_formats, settings=self._settings) if parsed_date: parsed_date['language'] = language.shortname return parsed_date else: return {'date_obj': None, 'period': 'day', 'language': None}
[docs] def get_date_tuple(self, *args, **kwargs): date_tuple = collections.namedtuple('DateData', 'date_obj period language') date_data = self.get_date_data(*args, **kwargs) return date_tuple(**date_data)
@classmethod def _get_language_loader(cls): if not cls.language_loader: cls.language_loader = LanguageDataLoader() return cls.language_loader