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https://github.com/bellingcat/snscrape.git
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8 Commits
| Author | SHA1 | Date | |
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7b3c7deb28 | ||
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040a11656c | ||
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1459245258 | ||
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dbe4c5ce55 | ||
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80491ecc2c | ||
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1a71b58101 | ||
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0ce37a69d4 | ||
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722bfd5f7c |
@@ -3,9 +3,8 @@ snscrape is a scraper for social networking services (SNS). It scrapes things li
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The following services are currently supported:
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* Facebook: user profiles and groups
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* Gab: user profile posts, media, and comments
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* Google+: user profiles
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* Instagram: user profiles, hashtags, and locations
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* Telegram: channels
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* Twitter: user profiles, hashtags, searches, threads, and lists (members as well as posts)
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* VKontakte: user profiles
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@@ -93,13 +93,19 @@ def _dump_locals_on_exception():
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except Exception as e:
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trace = inspect.trace()
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if len(trace) >= 2:
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name = _dump_stack_and_locals(trace[1:])
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name = _dump_stack_and_locals(trace[1:], exc = e)
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logger.fatal(f'Dumped stack and locals to {name}')
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raise
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def _dump_stack_and_locals(trace):
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def _dump_stack_and_locals(trace, exc = None):
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with tempfile.NamedTemporaryFile('w', prefix = 'snscrape_locals_', delete = False) as fp:
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if exc is not None:
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fp.write('Exception:\n')
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fp.write(f' {type(exc).__module__}.{type(exc).__name__}: {exc!s}\n')
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fp.write(f' args: {exc.args!r}\n')
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fp.write('\n')
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fp.write('Stack:\n')
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for frameRecord in trace:
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fp.write(f' File "{frameRecord.filename}", line {frameRecord.lineno}, in {frameRecord.function}\n')
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@@ -141,8 +141,7 @@ class FacebookUserScraper(FacebookCommonScraper):
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logger.warning('User does not exist')
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return
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elif r.status_code != 200:
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logger.error('Got status code {r.status_code}')
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return
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raise snscrape.base.ScraperException('Got status code {r.status_code}')
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soup = bs4.BeautifulSoup(r.text, 'lxml')
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yield from self._soup_to_items(soup, baseUrl, 'user')
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nextPageLink = soup.find('a', ajaxify = nextPageLinkPattern)
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@@ -154,8 +153,7 @@ class FacebookUserScraper(FacebookCommonScraper):
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# Reproducing that would be difficult to get right, especially as Facebook's codebase evolves, so it's just not sent at all here.
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r = self._get(urllib.parse.urljoin(baseUrl, nextPageLink.get('ajaxify')) + '&__a=1', headers = headers)
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if r.status_code != 200:
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logger.error(f'Got status code {r.status_code}')
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return
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raise snscrape.base.ScraperException(f'Got status code {r.status_code}')
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response = json.loads(spuriousForLoopPattern.sub('', r.text))
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assert 'domops' in response
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assert len(response['domops']) == 1
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@@ -197,12 +195,10 @@ class FacebookGroupScraper(FacebookCommonScraper):
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logger.warning('Group does not exist')
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return
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elif r.status_code != 200:
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logger.error('Got status code {r.status_code}')
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return
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raise snscrape.base.ScraperException('Got status code {r.status_code}')
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if 'content:{pagelet_group_mall:{container_id:"' not in r.text:
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logger.error('Code container ID marker not found (does the group exist?)')
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return
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raise snscrape.base.ScraperException('Code container ID marker not found (does the group exist?)')
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soup = bs4.BeautifulSoup(r.text, 'lxml')
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@@ -212,9 +208,9 @@ class FacebookGroupScraper(FacebookCommonScraper):
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codeContainerId = r.text[codeContainerIdPos : r.text.index('"', codeContainerIdPos)]
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codeContainer = soup.find('code', id = codeContainerId)
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if not codeContainer:
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raise RuntimeError('Code container not found')
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raise snscrape.base.ScraperException('Code container not found')
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if type(codeContainer.string) is not bs4.element.Comment:
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raise RuntimeError('Code container does not contain a comment')
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raise snscrape.base.ScraperException('Code container does not contain a comment')
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codeSoup = bs4.BeautifulSoup(codeContainer.string, 'lxml')
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yield from self._soup_to_items(codeSoup, baseUrl, 'group')
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@@ -228,7 +224,7 @@ class FacebookGroupScraper(FacebookCommonScraper):
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headers = headers,
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)
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if r.status_code != 200:
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raise RuntimeError(f'Got status code {r.status_code}')
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raise snscrape.base.ScraperException(f'Got status code {r.status_code}')
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obj = json.loads(spuriousForLoopPattern.sub('', r.text))
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if obj['payload'] == '':
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# End of pagination
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@@ -1,115 +0,0 @@
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import datetime
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import json
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import logging
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import snscrape.base
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import time
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import typing
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import urllib.parse
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logger = logging.getLogger(__name__)
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class GabPost(typing.NamedTuple, snscrape.base.Item):
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url: str
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date: datetime.datetime
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content: str
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def __str__(self):
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return self.url
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class GabUserCommonScraper(snscrape.base.Scraper):
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def __init__(self, mode, username, **kwargs):
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super().__init__(**kwargs)
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if mode not in ('posts', 'comments', 'media'):
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raise ValueError('Invalid mode')
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self._mode = mode
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self._username = username
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if mode == 'posts':
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self._baseUrl = f'https://gab.com/api/feed/{username}'
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self._beforeGlue = '?'
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elif mode == 'comments':
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self._baseUrl = f'https://gab.com/api/feed/{username}/comments?includes=post.conversation_parent'
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self._beforeGlue = '&'
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elif mode == 'media':
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self._baseUrl = f'https://gab.com/api/feed/{username}/media'
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self._beforeGlue = '?'
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def _response_to_items(self, response):
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yielded = set()
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for post in response['data']:
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if post['post']['id'] not in yielded:
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yield GabPost(
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url = f'https://gab.com/{post["post"]["user"]["username"]}/posts/{post["post"]["id"]}',
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date = datetime.datetime.strptime(post['post']['created_at'].replace('-', '', 2).replace(':', ''), '%Y%m%dT%H%M%S%z'),
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content = post['post']['body'],
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)
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yielded.add(post['post']['id'])
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def get_items(self):
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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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logger.info('Retrieving initial data')
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r = self._get(self._baseUrl, headers = headers)
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if r.status_code == 404:
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logger.error('User does not exist')
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return
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elif r.status_code != 200:
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logger.error(f'Got status code {r.status_code}')
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return
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response = json.loads(r.text)
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if not response['data']:
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logger.error('User has no posts')
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return
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yield from self._response_to_items(response)
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if self._mode == 'posts':
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before = response['data'][-1]['published_at']
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elif self._mode in ('comments', 'media'):
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before = 30
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while True:
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logger.info('Retrieving next page')
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r = self._get(f'{self._baseUrl}{self._beforeGlue}before={before}', headers = headers)
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if r.status_code != 200:
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logger.error(f'Got status code {r.status_code}')
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return
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response = json.loads(r.text)
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yield from self._response_to_items(response)
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if response['no-more'] or not response['data']:
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# Last page
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return
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if self._mode == 'posts':
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before = response['data'][-1]['published_at']
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elif self._mode in ('comments', 'media'):
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before += 30
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time.sleep(1) # Gab's API is pretty quick but doesn't like being hammered...
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@classmethod
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def setup_parser(cls, subparser):
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subparser.add_argument('username', help = 'A Gab username')
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class GabUserPostsScraper(GabUserCommonScraper):
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name = 'gab-user'
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@classmethod
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def from_args(cls, args):
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return cls('posts', args.username, retries = args.retries)
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class GabUserCommentsScraper(GabUserCommonScraper):
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name = 'gab-user-comments'
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@classmethod
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def from_args(cls, args):
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return cls('comments', args.username, retries = args.retries)
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class GabUserMediaScraper(GabUserCommonScraper):
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name = 'gab-user-media'
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@classmethod
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def from_args(cls, args):
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return cls('media', args.username, retries = args.retries)
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@@ -1,102 +0,0 @@
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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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logger = logging.getLogger(__name__)
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class GooglePlusUserScraper(snscrape.base.Scraper):
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name = 'googleplus-user'
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def __init__(self, user, **kwargs):
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super().__init__(**kwargs)
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self._user = user
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def get_items(self):
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headers = {'User-Agent': 'Mozilla/5.0 (Macintosh; Intel Mac OS X 10_10_1) AppleWebKit/537.36 (KHTML, like Gecko) Chrome/39.0.2171.95 Safari/537.36'}
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logger.info('Retrieving initial data')
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r = self._get(f'https://plus.google.com/{self._user}', headers = headers)
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if r.status_code == 404:
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logger.warning('User does not exist')
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return
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elif r.status_code != 200:
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logger.error(f'Got status code {r.status_code}')
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return
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# Global data; only needed for the session ID
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#TODO: Make this more robust somehow
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match = re.search(r'''(['"])FdrFJe\1\s*:\s*(['"])(?P<sid>.*?)\2''', r.text)
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if not match:
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logger.error('Unable to find session ID')
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return
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sid = match.group('sid')
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# Page data
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# As of 2018-05-18, the much simpler regex r'''<script[^>]*>AF_initDataCallback\(\{key: 'ds:6',.*?return (.*?)\}\}\);</script>''' would work also, but this is more generic and less likely to break:
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match = re.search(r'''<script[^>]*>\s*(?:.*?)\s*\(\s*\{(?:|.*?,)\s*key\s*:\s*(['"])ds:6\1\s*,.*?,\s*data\s*:\s*function\s*\(\s*\)\s*\{\s*return\s*(?P<data>.*?)\}\s*\}\s*\)\s*;\s*</script>''', r.text, re.DOTALL)
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if not match:
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logger.error('Unable to extract data')
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return
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jsonData = match.group('data')
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response = json.loads(jsonData)
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if response[0][7] is None:
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logger.info('User has no posts')
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return
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for postObj in response[0][7]:
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yield snscrape.base.URLItem(f'https://plus.google.com/{postObj[6]["33558957"][21]}')
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cursor = response[0][1] # 'ADSJ_x'
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if cursor is None:
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# No further pages
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return
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baseDate = datetime.datetime.utcnow()
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baseSeconds = baseDate.hour * 3600 + baseDate.minute * 60 + baseDate.second
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userid = response[1] # Alternatively and more ugly: response[0][7][0][6]['33558957'][16]
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for counter in itertools.count(start = 2):
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logger.info('Retrieving next page')
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reqid = 1 + baseSeconds + int(1e5) * counter
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r = self._post(
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f'https://plus.google.com/_/PlusAppUi/data?ds.extension=74333095&f.sid={sid}&hl=en-US&soc-app=199&soc-platform=1&soc-device=1&_reqid={reqid}&rt=c',
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data = [('f.req', '[[[74333095,[{"74333095":["' + cursor + '","' + userid + '"]}],null,null,0]]]'), ('', '')],
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headers = headers
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||||
)
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if r.status_code != 200:
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logger.error(f'Got status code {r.status_code}')
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return
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# As if everything up to here wasn't terrible already, this is where it gets *really* bad.
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# The API contains a few junk characters at the beginning, apparently as an anti-CSRF measure.
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# The remainder is effectively a self-made chunked transfer encoding but with decimal digits and including everything except the digits themselves in the chunk size.
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# It sucks.
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# Each chunk is actually one JSON object; you'd think that we can just read the first one and parse that, but there are some quirks that make this difficult.
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# I was unable to figure out what the "chunk size" actually covers exactly; the response is UTF-8 encoded, but the chunk size matches neither the binary nor the decoded length.
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# Enter the awful workaround: strip away the initial chunk size, then parse the beginning of the remaining data using a parser that doesn't care if there's junk after the JSON.
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garbage = r.text
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assert garbage[:6] == ")]}'\n\n" # anti-CSRF and two newlines
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||||
data = []
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pos = 6
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||||
while garbage[pos].isdigit() or garbage[pos].isspace(): # Also strip leading whitespace
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pos += 1
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response = json.JSONDecoder().raw_decode(''.join(garbage[pos:]))[0] # Parses only the first structure in the data stream without throwing an error about the extra data at the end
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for postObj in response[0][2]['74333095'][0][7]:
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yield snscrape.base.URLItem(f'https://plus.google.com/{postObj[6]["33558957"][21]}')
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cursor = response[0][2]['74333095'][0][1]
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||||
|
||||
if cursor is None:
|
||||
break
|
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||||
@classmethod
|
||||
def setup_parser(cls, subparser):
|
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subparser.add_argument('user', help = 'A Google Plus username (with leading "+") or numeric ID')
|
||||
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||||
@classmethod
|
||||
def from_args(cls, args):
|
||||
return cls(args.user, retries = args.retries)
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||||
@@ -109,8 +109,9 @@ class InstagramCommonScraper(snscrape.base.Scraper):
|
||||
logger.warning(f'{self._mode} does not exist')
|
||||
return
|
||||
elif r.status_code != 200:
|
||||
logger.error(f'Got status code {r.status_code}')
|
||||
return
|
||||
raise snscrape.base.ScraperException(f'Got status code {r.status_code}')
|
||||
elif r.url.startswith('https://www.instagram.com/accounts/login/'):
|
||||
raise snscrape.base.ScraperException('Redirected to login page')
|
||||
response = r._snscrape_json_obj
|
||||
rhxGis = response['rhx_gis'] if 'rhx_gis' in response else ''
|
||||
if response['entry_data'][self._pageName][0]['graphql'][self._responseContainer][self._edgeXToMedia]['count'] == 0:
|
||||
@@ -133,8 +134,7 @@ class InstagramCommonScraper(snscrape.base.Scraper):
|
||||
r = self._get(f'https://www.instagram.com/graphql/query/?query_hash={self._queryHash}&variables={variables}', headers = headers, responseOkCallback = self._check_json_callback)
|
||||
|
||||
if r.status_code != 200:
|
||||
logger.error(f'Got status code {r.status_code}')
|
||||
return
|
||||
raise snscrape.base.ScraperException(f'Got status code {r.status_code}')
|
||||
|
||||
response = r._snscrape_json_obj
|
||||
if not response['data'][self._responseContainer][self._edgeXToMedia]['edges']:
|
||||
|
||||
66
snscrape/modules/telegram.py
Normal file
66
snscrape/modules/telegram.py
Normal file
@@ -0,0 +1,66 @@
|
||||
import bs4
|
||||
import datetime
|
||||
import logging
|
||||
import snscrape.base
|
||||
import typing
|
||||
import urllib.parse
|
||||
|
||||
|
||||
logger = logging.getLogger(__name__)
|
||||
|
||||
|
||||
class TelegramPost(typing.NamedTuple, snscrape.base.Item):
|
||||
url: str
|
||||
date: datetime.datetime
|
||||
content: str
|
||||
outlinks: list
|
||||
outlinksss: str
|
||||
|
||||
def __str__(self):
|
||||
return self.url
|
||||
|
||||
|
||||
class TelegramChannelScraper(snscrape.base.Scraper):
|
||||
name = 'telegram-channel'
|
||||
|
||||
def __init__(self, name, **kwargs):
|
||||
super().__init__(**kwargs)
|
||||
self._name = name
|
||||
|
||||
def _soup_to_items(self, soup, pageUrl):
|
||||
posts = soup.find_all('div', attrs = {'class': 'tgme_widget_message', 'data-post': True})
|
||||
for post in reversed(posts):
|
||||
date = datetime.datetime.strptime(post.find('div', class_ = 'tgme_widget_message_footer').find('a', class_ = 'tgme_widget_message_date').find('time', datetime = True)['datetime'].replace('-', '', 2).replace(':', ''), '%Y%m%dT%H%M%S%z')
|
||||
message = post.find('div', class_ = 'tgme_widget_message_text')
|
||||
if message:
|
||||
content = message.text
|
||||
outlinks = [urllib.parse.urljoin(pageUrl, link['href']) for link in post.find_all('a') if not link.text.startswith('@') and link['href'].startswith('https://t.me/')]
|
||||
outlinksss = ' '.join(outlinks)
|
||||
else:
|
||||
content = None
|
||||
outlinks = []
|
||||
outlinksss = ''
|
||||
yield TelegramPost(url = f'https://t.me/s/{post["data-post"]}', date = date, content = content, outlinks = outlinks, outlinksss = outlinksss)
|
||||
|
||||
def get_items(self):
|
||||
headers = {'User-Agent': 'Mozilla/5.0 (Windows NT 10.0; Win64; x64) AppleWebKit/537.36 (KHTML, like Gecko) Chrome/81.0.4044.138 Safari/537.36'}
|
||||
|
||||
nextPageUrl = f'https://t.me/s/{self._name}'
|
||||
while True:
|
||||
r = self._get(nextPageUrl, headers = headers)
|
||||
if r.status_code != 200:
|
||||
raise snscrape.base.ScraperException(f'Got status code {r.status_code}')
|
||||
soup = bs4.BeautifulSoup(r.text, 'lxml')
|
||||
yield from self._soup_to_items(soup, nextPageUrl)
|
||||
pageLink = soup.find('a', attrs = {'class': 'tme_messages_more', 'data-before': True})
|
||||
if not pageLink:
|
||||
break
|
||||
nextPageUrl = urllib.parse.urljoin(nextPageUrl, pageLink['href'])
|
||||
|
||||
@classmethod
|
||||
def setup_parser(cls, subparser):
|
||||
subparser.add_argument('channel', help = 'A channel name')
|
||||
|
||||
@classmethod
|
||||
def from_args(cls, args):
|
||||
return cls(args.channel, retries = args.retries)
|
||||
@@ -100,7 +100,7 @@ class TwitterSearchScraper(TwitterCommonScraper):
|
||||
r = self._get(self._baseUrl, headers = {'User-Agent': self._userAgent})
|
||||
match = re.search(r'document\.cookie = decodeURIComponent\("gt=(\d+);', r.text)
|
||||
if not match:
|
||||
raise RuntimeError('Unable to find guest token')
|
||||
raise snscrape.base.ScraperException('Unable to find guest token')
|
||||
return match.group(1)
|
||||
|
||||
def _check_scroll_response(self, r):
|
||||
@@ -166,8 +166,7 @@ class TwitterSearchScraper(TwitterCommonScraper):
|
||||
try:
|
||||
obj = r.json()
|
||||
except json.JSONDecodeError as e:
|
||||
logger.error(f'Received invalid JSON from Twitter: {e!s}')
|
||||
raise RuntimeError('Received invalid JSON from Twitter') from e
|
||||
raise snscrape.base.ScraperException('Received invalid JSON from Twitter') from e
|
||||
|
||||
# No data format test, just a hard and loud crash if anything's wrong :-)
|
||||
newCursor = None
|
||||
@@ -180,7 +179,12 @@ class TwitterSearchScraper(TwitterCommonScraper):
|
||||
continue
|
||||
for entry in entries:
|
||||
if entry['entryId'].startswith('sq-I-t-'):
|
||||
tweet = obj['globalObjects']['tweets'][entry['content']['item']['content']['tweet']['id']]
|
||||
if 'tweet' in entry['content']['item']['content']:
|
||||
tweet = obj['globalObjects']['tweets'][entry['content']['item']['content']['tweet']['id']]
|
||||
elif 'tombstone' in entry['content']['item']['content'] and 'tweet' in entry['content']['item']['content']['tombstone']:
|
||||
tweet = obj['globalObjects']['tweets'][entry['content']['item']['content']['tombstone']['tweet']['id']]
|
||||
else:
|
||||
raise snscrape.base.ScraperException(f'Unable to handle entry {entry["entryId"]!r}')
|
||||
tweetID = tweet['id']
|
||||
content = tweet['full_text']
|
||||
username = obj['globalObjects']['users'][tweet['user_id_str']]['screen_name']
|
||||
@@ -335,7 +339,7 @@ class TwitterListMembersScraper(TwitterCommonScraper):
|
||||
soup = bs4.BeautifulSoup(r.text, 'lxml')
|
||||
container = soup.find('div', 'stream-container')
|
||||
if not container:
|
||||
raise RuntimeError('Unable to find container')
|
||||
raise snscrape.base.ScraperException('Unable to find container')
|
||||
items = container.find_all('li', 'js-stream-item')
|
||||
if not items:
|
||||
logger.warning('Empty list')
|
||||
|
||||
@@ -43,23 +43,22 @@ class VKontakteUserScraper(snscrape.base.Scraper):
|
||||
logger.info('Retrieving initial data')
|
||||
r = self._get(baseUrl, headers = headers)
|
||||
if r.status_code == 404:
|
||||
logger.error('Wall does not exist')
|
||||
logger.warning('Wall does not exist')
|
||||
return
|
||||
elif r.status_code != 200:
|
||||
logger.error(f'Got status code {r.status_code}')
|
||||
return
|
||||
raise snscrape.base.ScraperException(f'Got status code {r.status_code}')
|
||||
|
||||
# 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.
|
||||
soup = bs4.BeautifulSoup(r.content, 'lxml', from_encoding = r.encoding)
|
||||
|
||||
if soup.find('div', class_ = 'profile_closed_wall_dummy'):
|
||||
logger.error('Private profile')
|
||||
logger.warning('Private profile')
|
||||
return
|
||||
|
||||
profileDeleted = soup.find('h5', class_ = 'profile_deleted_text')
|
||||
if profileDeleted:
|
||||
# Unclear what this state represents, so just log website text.
|
||||
logger.error(profileDeleted.text)
|
||||
logger.warning(profileDeleted.text)
|
||||
return
|
||||
|
||||
newestPost = soup.find('div', class_ = 'post')
|
||||
@@ -84,16 +83,14 @@ class VKontakteUserScraper(snscrape.base.Scraper):
|
||||
headers = headers
|
||||
)
|
||||
if r.status_code != 200:
|
||||
logger.error(f'Got status code {r.status_code}')
|
||||
return
|
||||
raise snscrape.base.ScraperException(f'Got status code {r.status_code}')
|
||||
# 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.
|
||||
posts = r.json()['payload'][1][0]
|
||||
if posts.startswith('<div class="page_block no_posts">'):
|
||||
# Reached the end
|
||||
break
|
||||
if not posts.startswith('<div id="post'):
|
||||
logger.error(f'Got an unknown response: {posts[:200]!r}...')
|
||||
break
|
||||
raise snscrape.base.ScraperException(f'Got an unknown response: {posts[:200]!r}...')
|
||||
soup = bs4.BeautifulSoup(posts, 'lxml')
|
||||
yield from self._soup_to_items(soup, baseUrl)
|
||||
|
||||
|
||||
Reference in New Issue
Block a user