mirror of
https://github.com/bellingcat/snscrape.git
synced 2026-06-08 02:28:29 +03:00
Extract more information from Twitter
Including: reply/retweet/like/quote counts, media (photos, videos, and GIFs), full user object, quoted tweets, mentioned users, rendered content, conversation ID, language, source
This commit is contained in:
@@ -21,18 +21,59 @@ class Tweet(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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renderedContent: str
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id: int
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username: str
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user: 'User'
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outlinks: list
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outlinksss: str
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tcooutlinks: list
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tcooutlinksss: str
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replyCount: int
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retweetCount: int
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likeCount: int
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quoteCount: int
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conversationId: int
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lang: str
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source: str
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media: typing.Optional[typing.List['Medium']] = None
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retweetedTweet: typing.Optional['Tweet'] = None
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quotedTweet: typing.Optional['Tweet'] = None
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mentionedUsers: typing.Optional[typing.List['User']] = None
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def __str__(self):
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return self.url
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class Medium:
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pass
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class Photo(typing.NamedTuple, Medium):
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previewUrl: str
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fullUrl: str
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type: str = 'photo'
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class VideoVariant(typing.NamedTuple):
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contentType: str
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url: str
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bitrate: typing.Optional[int]
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class Video(typing.NamedTuple, Medium):
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thumbnailUrl: str
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variants: typing.List[VideoVariant]
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duration: float
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type: str = 'video'
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class Gif(typing.NamedTuple, Medium):
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thumbnailUrl: str
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variants: typing.List[VideoVariant]
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type: str = 'gif'
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class DescriptionURL(typing.NamedTuple):
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text: str
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url: str
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@@ -248,18 +289,90 @@ class TwitterAPIScraper(snscrape.base.Scraper):
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def _tweet_to_tweet(self, tweet, obj):
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# Transforms a Twitter API tweet object into a Tweet
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tweetID = tweet['id'] if 'id' in tweet else int(tweet['id_str'])
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content = tweet['full_text']
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username = obj['globalObjects']['users'][tweet['user_id_str']]['screen_name']
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date = datetime.datetime.strptime(tweet['created_at'], '%a %b %d %H:%M:%S +0000 %Y').replace(tzinfo = datetime.timezone.utc)
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outlinks = [u['expanded_url'] for u in tweet['entities']['urls']] if 'urls' in tweet['entities'] else []
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tcooutlinks = [u['url'] for u in tweet['entities']['urls']] if 'urls' in tweet['entities'] else []
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url = f'https://twitter.com/{username}/status/{tweetID}'
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if 'retweeted_status_id_str' in tweet:
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retweetedTweet = self._tweet_to_tweet(obj['globalObjects']['tweets'][tweet['retweeted_status_id_str']], obj)
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else:
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retweetedTweet = None
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return Tweet(url, date, content, tweetID, username, outlinks, ' '.join(outlinks), tcooutlinks, ' '.join(tcooutlinks), retweetedTweet = retweetedTweet)
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kwargs = {}
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kwargs['id'] = tweet['id'] if 'id' in tweet else int(tweet['id_str'])
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kwargs['content'] = tweet['full_text']
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kwargs['renderedContent'] = self._render_text_with_urls(tweet['full_text'], tweet['entities']['urls'])
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kwargs['username'] = obj['globalObjects']['users'][tweet['user_id_str']]['screen_name']
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kwargs['user'] = self._user_to_user(obj['globalObjects']['users'][tweet['user_id_str']])
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kwargs['date'] = datetime.datetime.strptime(tweet['created_at'], '%a %b %d %H:%M:%S +0000 %Y').replace(tzinfo = datetime.timezone.utc)
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kwargs['outlinks'] = [u['expanded_url'] for u in tweet['entities']['urls']] if 'urls' in tweet['entities'] else []
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kwargs['outlinksss'] = ' '.join(kwargs['outlinks'])
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kwargs['tcooutlinks'] = [u['url'] for u in tweet['entities']['urls']] if 'urls' in tweet['entities'] else []
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kwargs['tcooutlinksss'] = ' '.join(kwargs['tcooutlinks'])
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kwargs['url'] = f'https://twitter.com/{kwargs["username"]}/status/{kwargs["id"]}'
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kwargs['replyCount'] = tweet['reply_count']
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kwargs['retweetCount'] = tweet['retweet_count']
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kwargs['likeCount'] = tweet['favorite_count']
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kwargs['quoteCount'] = tweet['quote_count']
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kwargs['conversationId'] = tweet['conversation_id'] if 'conversation_id' in tweet else int(tweet['conversation_id_str'])
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kwargs['lang'] = tweet['lang']
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kwargs['source'] = tweet['source']
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if 'extended_entities' in tweet and 'media' in tweet['extended_entities']:
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media = []
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for medium in tweet['extended_entities']['media']:
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if medium['type'] == 'photo':
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if '.' not in medium['media_url_https']:
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logger.warning(f'Skipping malformed medium URL on tweet {kwargs["id"]}: {medium["media_url_https"]!r} contains no dot')
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continue
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baseUrl, format = medium['media_url_https'].rsplit('.', 1)
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if format not in ('jpg', 'png'):
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logger.warning(f'Skipping photo with unknown format on tweet {kwargs["id"]}: {format!r}')
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continue
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media.append(Photo(
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previewUrl = f'{baseUrl}?format={format}&name=small',
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fullUrl = f'{baseUrl}?format={format}&name=large',
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))
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elif medium['type'] == 'video' or medium['type'] == 'animated_gif':
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variants = []
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for variant in medium['video_info']['variants']:
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variants.append(VideoVariant(contentType = variant['content_type'], url = variant['url'], bitrate = variant.get('bitrate') or None))
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mKwargs = {
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'thumbnailUrl': medium['media_url_https'],
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'variants': variants,
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}
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if medium['type'] == 'video':
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mKwargs['duration'] = medium['video_info']['duration_millis'] / 1000
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cls = Video
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elif medium['type'] == 'animated_gif':
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cls = Gif
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media.append(cls(**mKwargs))
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if media:
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kwargs['media'] = media
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kwargs['retweetedTweet'] = self._tweet_to_tweet(obj['globalObjects']['tweets'][tweet['retweeted_status_id_str']], obj) if 'retweeted_status_id_str' in tweet else None
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kwargs['quotedTweet'] = self._tweet_to_tweet(obj['globalObjects']['tweets'][tweet['quoted_status_id_str']], obj) if 'quoted_status_id_str' in tweet else None
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kwargs['mentionedUsers'] = [User(username = u['screen_name'], id = u['id'] if 'id' in u else int(u['id_str'])) for u in tweet['entities']['user_mentions']] if tweet['entities']['user_mentions'] else None
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return Tweet(**kwargs)
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def _render_text_with_urls(self, text, urls):
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if not urls:
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return text
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out = []
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out.append(text[:urls[0]['indices'][0]])
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urlsSorted = sorted(urls, key = lambda x: x['indices'][0]) # Ensure that they're in left to right appearance order
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assert all(url['indices'][1] <= nextUrl['indices'][0] for url, nextUrl in zip(urls, urls[1:])), 'broken URL indices'
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for url, nextUrl in itertools.zip_longest(urls, urls[1:]):
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out.append(url['display_url'])
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out.append(text[url['indices'][1] : nextUrl['indices'][0] if nextUrl is not None else None])
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return ''.join(out)
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def _user_to_user(self, user):
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kwargs = {}
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kwargs['username'] = user['screen_name']
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kwargs['id'] = user['id'] if 'id' in user else int(user['id_str'])
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kwargs['description'] = self._render_text_with_urls(user['description'], user['entities']['description']['urls'])
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kwargs['rawDescription'] = user['description']
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kwargs['descriptionUrls'] = [{'text': x['display_url'], 'url': x['expanded_url'], 'tcourl': x['url'], 'indices': tuple(x['indices'])} for x in user['entities']['description']['urls']],
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kwargs['verified'] = user['verified']
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kwargs['created'] = email.utils.parsedate_to_datetime(user['created_at'])
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kwargs['followersCount'] = user['followers_count']
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kwargs['friendsCount'] = user['friends_count']
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kwargs['statusesCount'] = user['statuses_count']
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kwargs['linkUrl'] = user['entities']['url']['urls'][0]['expanded_url'] if 'url' in user['entities'] else None
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kwargs['linkTcourl'] = user.get('url')
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kwargs['profileImageUrl'] = user['profile_image_url_https']
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kwargs['profileBannerUrl'] = user['profile_banner_url']
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return User(**kwargs)
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class TwitterSearchScraper(TwitterAPIScraper):
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@@ -343,16 +456,7 @@ class TwitterUserScraper(TwitterSearchScraper):
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obj = self._get_api_data('https://api.twitter.com/graphql/-xfUfZsnR_zqjFd-IfrN5A/UserByScreenName', params = urllib.parse.urlencode(params, quote_via=urllib.parse.quote))
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user = obj['data']['user']
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rawDescription = user['legacy']['description']
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if user['legacy']['entities']['description']['urls']:
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description = []
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description.append(rawDescription[:user['legacy']['entities']['description']['urls'][0]['indices'][0]])
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urls = sorted(user['legacy']['entities']['description']['urls'], key = lambda x: x['indices'][0])
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for url, nextUrl in itertools.zip_longest(urls, urls[1:]):
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description.append(url['display_url'])
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description.append(rawDescription[url['indices'][1] : nextUrl['indices'][0] if nextUrl is not None else None])
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description = ''.join(description)
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else:
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description = rawDescription
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description = self._render_text_with_urls(rawDescription, user['legacy']['entities']['description']['urls'])
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return User(
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username = user['legacy']['screen_name'],
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id = user['rest_id'],
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