mirror of
https://github.com/bellingcat/snscrape.git
synced 2026-06-10 19:38:29 +03:00
389 lines
17 KiB
Python
389 lines
17 KiB
Python
__all__ = ['VKontaktePost', 'Photo', 'PhotoVariant', 'Video', 'User', 'VKontakteUserScraper']
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import bs4
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import collections
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import dataclasses
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import datetime
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import itertools
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import json
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import logging
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import re
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import snscrape.base
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import typing
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import urllib.parse
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try:
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import zoneinfo
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except ImportError:
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# Python 3.8 support; nowadays, Europe/Moscow is always UTC+3, but it's more complicated before 2014, so need proper zone info
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import pytz
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def _timezone(s):
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return pytz.timezone(s)
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def _localised_datetime(tz, *args, **kwargs):
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return tz.localize(datetime.datetime(*args, **kwargs))
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else:
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def _timezone(s):
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return zoneinfo.ZoneInfo(s)
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def _localised_datetime(tz, *args, **kwargs):
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return datetime.datetime(*args, tzinfo = tz, **kwargs)
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_logger = logging.getLogger(__name__)
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_months = ['Jan', 'Feb', 'Mar', 'Apr', 'May', 'Jun', 'Jul', 'Aug', 'Sep', 'Oct', 'Nov', 'Dec']
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_datePattern = re.compile(r'^(?P<date>today'
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r'|yesterday'
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r'|(?P<day1>\d+)\s+(?P<month1>' + '|'.join(_months) + ')(\s+(?P<year1>\d{4}))?'
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r'|(?P<month2>' + '|'.join(_months) + r')\s+(?P<day2>\d+),\s+(?P<year2>\d{4})'
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')'
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r'\s+at\s+(?P<hour>\d+):(?P<minute>\d+)\s+(?P<ampm>[ap]m)$')
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@dataclasses.dataclass
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class VKontaktePost(snscrape.base.Item):
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url: str
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date: typing.Optional[typing.Union[datetime.datetime, datetime.date]]
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content: str
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outlinks: typing.Optional[typing.List[str]] = None
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photos: typing.Optional[typing.List['Photo']] = None
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video: typing.Optional['Video'] = None
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quotedPost: typing.Optional['VKontaktePost'] = None
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def __str__(self):
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return self.url
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@dataclasses.dataclass
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class Photo:
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variants: typing.List['PhotoVariant']
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url: typing.Optional[str] = None
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@dataclasses.dataclass
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class PhotoVariant:
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url: str
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width: int
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height: int
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@dataclasses.dataclass
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class Video:
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id: str
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list: str
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duration: int
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url: str
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thumbUrl: str
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@dataclasses.dataclass
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class User(snscrape.base.Entity):
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username: str
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name: str
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verified: bool
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description: typing.Optional[str] = None
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websites: typing.Optional[typing.List[str]] = None
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followers: typing.Optional[snscrape.base.IntWithGranularity] = None
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posts: typing.Optional[snscrape.base.IntWithGranularity] = None
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photos: typing.Optional[snscrape.base.IntWithGranularity] = None
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tags: typing.Optional[snscrape.base.IntWithGranularity] = None
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following: typing.Optional[snscrape.base.IntWithGranularity] = None
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followersGranularity = snscrape.base._DeprecatedProperty('followersGranularity', lambda self: self.followers.granularity, 'followers.granularity')
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postsGranularity = snscrape.base._DeprecatedProperty('postsGranularity', lambda self: self.posts.granularity, 'posts.granularity')
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photosGranularity = snscrape.base._DeprecatedProperty('photosGranularity', lambda self: self.photos.granularity, 'photos.granularity')
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tagsGranularity = snscrape.base._DeprecatedProperty('tagsGranularity', lambda self: self.tags.granularity, 'tags.granularity')
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followingGranularity = snscrape.base._DeprecatedProperty('followingGranularity', lambda self: self.following.granularity, 'following.granularity')
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def __str__(self):
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return f'https://vk.com/{self.username}'
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class VKontakteUserScraper(snscrape.base.Scraper):
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name = 'vkontakte-user'
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def __init__(self, username, **kwargs):
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super().__init__(**kwargs)
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self._username = username
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self._baseUrl = f'https://vk.com/{self._username}'
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self._headers = {'User-Agent': 'Mozilla/5.0 (X11; Linux x86_64; rv:52.0) Gecko/20100101 Firefox/52.0', 'Accept-Language': 'en-US,en;q=0.5'}
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self._initialPage = None
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self._initialPageSoup = None
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def _away_a_to_url(self, a):
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# Transform an <a> tag with an href of /away.php?to=... to a plain URL; returns None if a doesn't have that form.
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if a and a.get('href', '').startswith('/away.php?to='):
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end = a['href'].find('&', 13)
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if end == -1:
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end = None
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return urllib.parse.unquote(a['href'][13 : end])
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return None
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def _date_span_to_date(self, dateSpan):
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if not dateSpan:
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return None
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if 'time' in dateSpan.attrs:
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return datetime.datetime.fromtimestamp(int(dateSpan['time']), datetime.timezone.utc)
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if (match := _datePattern.match(dateSpan.text)):
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# Datetime information down to minutes
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tz = _timezone('Europe/Moscow')
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if match.group('date') in ('today', 'yesterday'):
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date = datetime.datetime.now(tz = tz)
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if match.group('date') == 'yesterday':
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date -= datetime.timedelta(days = 1)
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year, month, day = date.year, date.month, date.day
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else:
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year = int(match.group('year1') or match.group('year2') or datetime.datetime.now(tz = tz).year)
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month = _months.index(match.group('month1') or match.group('month2')) + 1
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day = int(match.group('day1') or match.group('day2'))
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hour = int(match.group('hour'))
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# Damn AM/PM...
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if hour == 12:
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hour -= 12
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if match.group('ampm') == 'pm':
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hour += 12
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minute = int(match.group('minute'))
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return _localised_datetime(tz, year, month, day, hour, minute)
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if (match := re.match(r'^(?P<day>\d+)\s+(?P<month>' + '|'.join(_months) + r')\s+(?P<year>\d{4})$', dateSpan.text)):
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# Date only
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return datetime.date(int(match.group('year')), _months.index(match.group('month')) + 1, int(match.group('day')))
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if dateSpan.text not in ('video', 'photo'): # Silently ignore video and photo reposts which have no original date attached
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_logger.warning(f'Could not parse date string: {dateSpan.text!r}')
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def _post_div_to_item(self, post, isCopy = False):
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postLink = post.find('a', class_ = 'post_link' if not isCopy else 'published_by_date')
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if not postLink:
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_logger.warning(f'Skipping post without link: {str(post)[:200]!r}')
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return
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url = urllib.parse.urljoin(self._baseUrl, postLink['href'])
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assert (url.startswith('https://vk.com/wall') or (isCopy and (url.startswith('https://vk.com/video') or url.startswith('https://vk.com/photo')))) and '_' in url and url[-1] != '_' and url.rsplit('_', 1)[1].strip('0123456789') in ('', '?reply=')
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if not isCopy:
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dateSpan = post.find('div', class_ = 'post_date').find('span', class_ = 'rel_date')
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else:
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dateSpan = post.find('div', class_ = 'copy_post_date').find('a', class_ = 'published_by_date')
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textDiv = post.find('div', class_ = 'wall_post_text')
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outlinks = [h for a in textDiv.find_all('a') if (h := self._away_a_to_url(a))] if textDiv else []
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if (mediaLinkDiv := post.find('div', class_ = 'media_link')) and \
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(mediaLinkA := mediaLinkDiv.find('a', class_ = 'media_link__title')) and \
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(href := self._away_a_to_url(mediaLinkA)) and \
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href not in outlinks:
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outlinks.append(href)
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photos = None
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video = None
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if (thumbsDiv := (post.find('div', class_ = 'wall_text') if not isCopy else post).find('div', class_ = 'page_post_sized_thumbs')) and \
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not (not isCopy and thumbsDiv.parent.name == 'div' and 'class' in thumbsDiv.parent.attrs and 'copy_quote' in thumbsDiv.parent.attrs['class']): # Skip post quotes
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photos = []
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for a in thumbsDiv.find_all('a', class_ = 'page_post_thumb_wrap'):
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if 'data-photo-id' not in a.attrs and 'data-video' not in a.attrs:
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_logger.warning(f'Skipping non-photo and non-video thumb wrap on {url}')
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continue
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if 'data-video' in a.attrs:
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# Video
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video = Video(
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id = a['data-video'],
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list = a['data-list'],
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duration = int(a['data-duration']),
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url = f'https://vk.com{a["href"]}',
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thumbUrl = a['style'][(begin := a['style'].find('background-image: url(') + 22) : a['style'].find(')', begin)],
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)
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continue
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# From here on: photo
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if 'onclick' not in a.attrs or not a['onclick'].startswith("return showPhoto('") or '{"temp":' not in a['onclick'] or not a['onclick'].endswith('}, event)'):
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_logger.warning(f'Photo thumb wrap on {url} has no or unexpected onclick, skipping')
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continue
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photoData = a['onclick'][a['onclick'].find('{"temp":') : -8] # -8 = len(', event)')
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photoObj = json.loads(photoData)
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singleLetterKeys = [k for k in photoObj['temp'].keys() if len(k) == 1 and 97 <= ord(k) <= 122] # 97 = ord('a'), 122 = ord('z')
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for x in singleLetterKeys:
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# Merge base into URLs
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if not photoObj['temp'][x].startswith('https://'):
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photoObj['temp'][x] = f'{photoObj["temp"]["base"]}{photoObj["temp"][x]}'
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x_ = f'{x}_'
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if not photoObj['temp'][x_][0].startswith('https://'):
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photoObj['temp'][x_][0] = f'{photoObj["temp"]["base"]}{photoObj["temp"][x_][0]}'
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if any(k not in {'base', 'w', 'w_', 'x', 'x_', 'y', 'y_', 'z', 'z_'} for k in photoObj['temp'].keys()) or \
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not all(photoObj['temp'][x] in (photoObj['temp'][f'{x}_'][0], photoObj['temp'][f'{x}_'][0] + '.jpg') for x in singleLetterKeys) or \
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not all(photoObj['temp'][x].startswith('https://sun') and '.userapi.com/' in photoObj['temp'][x] for x in singleLetterKeys) or \
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not all(len(photoObj['temp'][(x_ := f'{x}_')]) == 3 and isinstance(photoObj['temp'][x_][1], int) and isinstance(photoObj['temp'][x_][2], int) for x in singleLetterKeys):
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_logger.warning(f'Photo thumb wrap on {url} has unexpected data structure, skipping')
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continue
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photoVariants = []
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for x in singleLetterKeys:
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x_ = f'{x}_'
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photoVariants.append(PhotoVariant(url = f'{photoObj["temp"][x_][0]}.jpg' if '.jpg' not in photoObj['temp'][x_][0] else photoObj['temp'][x_][0], width = photoObj['temp'][x_][1], height = photoObj['temp'][x_][2]))
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photoUrl = f'https://vk.com{a["href"]}' if 'href' in a.attrs and a['href'].startswith('/photo') and a['href'][6:].strip('0123456789-_') == '' else None
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photos.append(Photo(variants = photoVariants, url = photoUrl))
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quotedPost = self._post_div_to_item(quoteDiv, isCopy = True) if (quoteDiv := post.find('div', class_ = 'copy_quote')) else None
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return VKontaktePost(
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url = url,
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date = self._date_span_to_date(dateSpan),
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content = textDiv.text if textDiv else None,
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outlinks = outlinks or None,
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photos = photos or None,
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video = video or None,
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quotedPost = quotedPost,
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)
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def _soup_to_items(self, soup):
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for post in soup.find_all('div', class_ = 'post'):
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yield self._post_div_to_item(post)
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def _initial_page(self):
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if self._initialPage is None:
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_logger.info('Retrieving initial data')
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r = self._get(self._baseUrl, headers = self._headers)
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if r.status_code not in (200, 404):
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raise snscrape.base.ScraperException(f'Got status code {r.status_code}')
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# VK sends windows-1251-encoded data, but Requests's decoding doesn't seem to work correctly and causes lxml to choke, so we need to pass the binary content and the encoding explicitly.
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self._initialPage, self._initialPageSoup = r, bs4.BeautifulSoup(r.content, 'lxml', from_encoding = r.encoding)
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return self._initialPage, self._initialPageSoup
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def get_items(self):
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r, soup = self._initial_page()
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if r.status_code == 404:
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_logger.warning('Wall does not exist')
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return
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if soup.find('div', class_ = 'profile_closed_wall_dummy'):
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_logger.warning('Private profile')
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return
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if (profileDeleted := soup.find('h5', class_ = 'profile_deleted_text')):
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# Unclear what this state represents, so just log website text.
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_logger.warning(profileDeleted.text)
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return
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newestPost = soup.find('div', class_ = 'post')
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if not newestPost:
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_logger.info('Wall has no posts')
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return
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ownerID = newestPost.attrs['data-post-id'].split('_')[0]
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# If there is a pinned post, we need its ID for the pagination requests
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if 'post_fixed' in newestPost.attrs['class']:
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fixedPostID = int(newestPost.attrs['id'].split('_')[1])
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else:
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fixedPostID = ''
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last1000PostIDs = collections.deque(maxlen = 1000)
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def _process_soup(soup):
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nonlocal last1000PostIDs
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for item in self._soup_to_items(soup):
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postID = int(item.url.rsplit('_', 1)[1])
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if postID not in last1000PostIDs:
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yield item
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last1000PostIDs.append(postID)
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yield from _process_soup(soup)
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lastWorkingOffset = 0
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for offset in itertools.count(start = 10, step = 10):
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posts = self._get_wall_offset(fixedPostID, ownerID, offset)
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if posts.startswith('<div class="page_block no_posts">'):
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# Reached the end
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break
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if not posts.startswith('<div id="post'):
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if posts == '"\\/blank.php?block=119910902"':
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_logger.warning(f'Encountered geoblock on offset {offset}, trying to work around the block but might be missing content')
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for geoblockOffset in range(lastWorkingOffset + 1, offset + 10):
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geoPosts = self._get_wall_offset(fixedPostID, ownerID, geoblockOffset)
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if geoPosts.startswith('<div class="page_block no_posts">'):
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# No breaking the outer loop, it'll just make one extra request and exit as well
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break
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if not geoPosts.startswith('<div id="post'):
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if geoPosts == '"\\/blank.php?block=119910902"':
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continue
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raise snscrape.base.ScraperException(f'Got an unknown response: {geoPosts[:200]!r}...')
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yield from _process_soup(soup = bs4.BeautifulSoup(geoPosts, 'lxml'))
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continue
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raise snscrape.base.ScraperException(f'Got an unknown response: {posts[:200]!r}...')
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lastWorkingOffset = offset
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soup = bs4.BeautifulSoup(posts, 'lxml')
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yield from _process_soup(soup)
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def _get_wall_offset(self, fixedPostID, ownerID, offset):
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headers = self._headers.copy()
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headers['X-Requested-With'] = 'XMLHttpRequest'
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_logger.info(f'Retrieving page offset {offset}')
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r = self._post(
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'https://vk.com/al_wall.php',
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data = [('act', 'get_wall'), ('al', 1), ('fixed', fixedPostID), ('offset', offset), ('onlyCache', 'false'), ('owner_id', ownerID), ('type', 'own'), ('wall_start_from', offset)],
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headers = headers
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)
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if r.status_code != 200:
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raise snscrape.base.ScraperException(f'Got status code {r.status_code}')
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# Convert to JSON and read the HTML payload. Note that this implicitly converts the data to a Python string (i.e., Unicode), away from a windows-1251-encoded bytes.
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posts = r.json()['payload'][1][0]
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return posts
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def _get_entity(self):
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r, soup = self._initial_page()
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if r.status_code != 200:
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return
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kwargs = {}
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kwargs['username'] = r.url.rsplit('/', 1)[1]
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nameH1 = soup.find('h1', class_ = 'page_name')
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kwargs['name'] = nameH1.text
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kwargs['verified'] = bool(nameH1.find('div', class_ = 'page_verified'))
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if (descriptionDiv := soup.find('div', id = 'page_current_info')):
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kwargs['description'] = descriptionDiv.text
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if (infoDiv := soup.find('div', id = 'page_info_wrap')):
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websites = []
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for rowDiv in infoDiv.find_all('div', class_ = ['profile_info_row', 'group_info_row']):
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if 'profile_info_row' in rowDiv['class']:
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labelDiv = rowDiv.find('div', class_ = 'fl_l')
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if not labelDiv or labelDiv.text != 'Website:':
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continue
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else: # group_info_row
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if rowDiv['title'] == 'Description':
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kwargs['description'] = rowDiv.text
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if rowDiv['title'] != 'Website':
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continue
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for a in rowDiv.find_all('a'):
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if not a['href'].startswith('/away.php?to='):
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_logger.warning(f'Skipping odd website link: {a["href"]!r}')
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continue
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websites.append(urllib.parse.unquote(a['href'].split('=', 1)[1].split('&', 1)[0]))
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if websites:
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kwargs['websites'] = websites
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def parse_num(s: str) -> typing.Tuple[int, int]:
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if s.endswith('K'):
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return int(s[:-1]) * 1000, 1000
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elif s.endswith('M'):
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baseNum = s[:-1]
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precision = 1000000
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if '.' in s:
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precision //= (10 ** len(baseNum.split('.')[1]))
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return int(float(baseNum) * 1000000), precision
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else:
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return int(s.replace(',', '')), 1
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if (countsDiv := soup.find('div', class_ = 'counts_module')):
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for a in countsDiv.find_all('a', class_ = 'page_counter'):
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count, granularity = parse_num(a.find('div', class_ = 'count').text)
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label = a.find('div', class_ = 'label').text
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if label in ('follower', 'post', 'photo', 'tag'):
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label = f'{label}s'
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if label in ('followers', 'posts', 'photos', 'tags'):
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kwargs[label] = snscrape.base.IntWithGranularity(count, granularity)
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if (idolsDiv := soup.find('div', id = 'profile_idols')):
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if (topDiv := idolsDiv.find('div', class_ = 'header_top')) and topDiv.find('span', class_ = 'header_label').text == 'Following':
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kwargs['following'] = snscrape.base.IntWithGranularity(*parse_num(topDiv.find('span', class_ = 'header_count').text))
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# On public pages, this is where followers are listed
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if (followersDiv := soup.find('div', id = 'public_followers')):
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if (topDiv := followersDiv.find('div', class_ = 'header_top')) and topDiv.find('span', class_ = 'header_label').text == 'Followers':
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kwargs['followers'] = snscrape.base.IntWithGranularity(*parse_num(topDiv.find('span', class_ = 'header_count').text))
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return User(**kwargs)
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@classmethod
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def _cli_setup_parser(cls, subparser):
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subparser.add_argument('username', type = snscrape.base.nonempty_string('username'), help = 'A VK username')
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@classmethod
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def _cli_from_args(cls, args):
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return cls._cli_construct(args, args.username)
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