| author | Yves-Marie Haussonne <1218002+ymph@users.noreply.github.com> |
| Tue, 11 Jan 2011 11:17:17 +0100 | |
| changeset 9 | bb44692e09ee |
| child 11 | 54d7f1486ac4 |
| permissions | -rw-r--r-- |
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import email.utils |
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import logging |
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from models import * |
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import datetime |
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import twitter |
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import twitter_text |
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def parse_date(date_str): |
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ts = email.utils.parsedate_tz(date_str) |
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return datetime.datetime(*ts[0:7]) |
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fields_adapter = { |
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'stream': { |
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"tweet": { |
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"created_at" : adapt_date, |
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"coordinates" : adapt_json, |
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"place" : adapt_json, |
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"geo" : adapt_json, |
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# "original_json" : adapt_json, |
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}, |
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"user": { |
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"created_at" : adapt_date, |
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}, |
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}, |
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'rest': { |
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"tweet" : { |
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"place" : adapt_json, |
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"geo" : adapt_json, |
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"created_at" : adapt_date, |
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# "original_json" : adapt_json, |
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}, |
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}, |
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} |
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# |
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# adapt fields, return a copy of the field_dict with adapted fields |
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# |
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def adapt_fields(fields_dict, adapter_mapping): |
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def adapt_one_field(field, value): |
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if field in adapter_mapping and adapter_mapping[field] is not None: |
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return adapter_mapping[field](value) |
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else: |
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return value |
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return dict([(str(k),adapt_one_field(k,v)) for k,v in fields_dict.items()]) |
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def get_user(user_dict, session): |
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logging.debug("Get user : " + repr(user_dict)) |
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user_id = user_dict.get("id",None) |
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user_name = user_dict.get("screen_name", user_dict.get("name", None)) |
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if user_id is None and user_name is None: |
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return None |
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if user_id: |
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user = session.query(User).filter(User.id == user_id).first() |
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else: |
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user = session.query(User).filter(User.screen_name == user_name).first() |
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if user is not None: |
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return user |
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user_created_at = user_dict.get("created_at", None) |
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if user_created_at is None: |
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t = twitter.Twitter(auth=twitter.OAuth(ACCESS_TOKEN_KEY, ACCESS_TOKEN_SECRET, CONSUMER_KEY, CONSUMER_SECRET)) |
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try: |
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if user_id: |
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user_dict = t.users.show(user_id=user_id) |
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else: |
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user_dict = t.users.show(screen_name=user_name) |
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except Exception as e: |
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logging.info("get_user : TWITTER ERROR : " + repr(e)) |
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logging.info("get_user : TWITTER ERROR : " + str(e)) |
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user_dict = adapt_fields(user_dict, fields_adapter["stream"]["user"]) |
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if "id" not in user_dict: |
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return None |
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user = User(**user_dict) |
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session.add(user) |
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session.flush() |
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return user |
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# if not, if needed get info from twitter |
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# create user |
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# return it |
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def process_entity(ind, ind_type, tweet, session): |
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logging.debug("Process_entity : " + repr(ind) + " : " + repr(ind_type)) |
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entity_dict = { |
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"indice_start": ind["indices"][0], |
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"indice_end" : ind["indices"][1], |
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"tweet_id" : tweet.id, |
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"tweet" : tweet |
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} |
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def process_hashtags(): |
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text = ind.get("text", ind.get("hashtag", None)) |
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if text is None: |
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return None |
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hashtag = session.query(Hashtag).filter(Hashtag.text == text).first() |
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if not hashtag: |
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ind["text"] = text |
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hashtag = Hashtag(**ind) |
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session.add(hashtag) |
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session.flush() |
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entity_dict['hashtag'] = hashtag |
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entity_dict['hashtag_id'] = hashtag.id |
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entity = EntityHashtag(**entity_dict) |
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return entity |
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118 |
|
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def process_user_mentions(): |
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user_mention = get_user(ind, session) |
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if user_mention is None: |
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entity_dict['user'] = None |
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entity_dict['user_id'] = None |
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124 |
else: |
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entity_dict['user'] = user_mention |
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entity_dict['user_id'] = user_mention.id |
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entity = EntityUser(**entity_dict) |
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return entity |
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129 |
|
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def process_urls(): |
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url = session.query(Url).filter(Url.url == ind["url"]).first() |
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if url is None: |
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url = Url(**ind) |
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session.add(url) |
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session.flush() |
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entity_dict['url'] = url |
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entity_dict['url_id'] = url.id |
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entity = EntityUrl(**entity_dict) |
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return entity |
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140 |
|
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141 |
#{'': lambda } |
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entity = { |
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'hashtags': process_hashtags, |
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'user_mentions' : process_user_mentions, |
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'urls' : process_urls |
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146 |
}[ind_type]() |
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147 |
|
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logging.debug("Process_entity entity_dict: " + repr(entity_dict)) |
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149 |
if entity: |
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session.add(entity) |
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151 |
|
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152 |
|
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153 |
|
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154 |
def from_twitter_rest(ts, jsontxt, session): |
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155 |
|
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156 |
tweet_nb = session.query(Tweet).filter(Tweet.id == ts["id"]).count() |
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157 |
if tweet_nb > 0: |
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158 |
return |
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|
159 |
|
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160 |
tweet_fields = { |
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161 |
'created_at': ts["created_at"], |
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162 |
'favorited': False, |
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163 |
'id': ts["id"], |
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|
164 |
'id_str': ts["id_str"], |
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|
165 |
#'in_reply_to_screen_name': ts["to_user"], |
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|
166 |
'in_reply_to_user_id': ts["to_user_id"], |
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|
167 |
'in_reply_to_user_id_str': ts["to_user_id_str"], |
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|
168 |
#'place': ts["place"], |
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|
169 |
'source': ts["source"], |
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|
170 |
'text': ts["text"], |
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171 |
'truncated': False, |
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172 |
'original_json' : jsontxt, |
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173 |
} |
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|
174 |
|
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|
175 |
#user |
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|
176 |
|
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|
177 |
user_fields = { |
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|
178 |
'id' : ts['from_user_id'], |
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|
179 |
'id_str' : ts['from_user_id_str'], |
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|
180 |
'lang' : ts['iso_language_code'], |
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181 |
'profile_image_url' : ts["profile_image_url"], |
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|
182 |
'screen_name' : ts["from_user"], |
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|
183 |
} |
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|
184 |
|
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|
185 |
user = get_user(user_fields, session) |
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|
186 |
if user is None: |
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|
187 |
log.warning("USER not found " + repr(user_fields)) |
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|
188 |
tweet_fields["user"] = None |
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|
189 |
tweet_fields["user_id"] = None |
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|
190 |
else: |
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|
191 |
tweet_fields["user"] = user |
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|
192 |
tweet_fields["user_id"] = user.id |
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|
193 |
|
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|
194 |
tweet_fields = adapt_fields(tweet_fields, fields_adapter["rest"]["tweet"]) |
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195 |
tweet = Tweet(**tweet_fields) |
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196 |
session.add(tweet) |
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|
197 |
|
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|
198 |
text = tweet.text |
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|
199 |
|
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200 |
extractor = twitter_text.Extractor(text) |
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|
201 |
|
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|
202 |
for ind in extractor.extract_hashtags_with_indices(): |
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|
203 |
process_entity(ind, "hashtags", tweet, session) |
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|
204 |
|
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|
205 |
for ind in extractor.extract_mentioned_screen_names_with_indices(): |
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|
206 |
process_entity(ind, "user_mentions", tweet, session) |
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|
207 |
|
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|
208 |
for ind in extractor.extract_urls_with_indices(): |
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|
209 |
process_entity(ind, "urls", tweet, session) |
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|
210 |
|
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|
211 |
|
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|
212 |
|
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213 |
|
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|
214 |
def from_twitter_stream(ts, jsontxt, session): |
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215 |
|
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|
216 |
tweet_nb = session.query(Tweet).filter(Tweet.id == ts["id"]).count() |
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|
217 |
if tweet_nb > 0: |
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218 |
return |
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|
219 |
|
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220 |
ts_copy = adapt_fields(ts, fields_adapter["stream"]["tweet"]) |
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|
221 |
|
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|
222 |
# get or create user |
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223 |
user = get_user(ts["user"], session) |
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|
224 |
if user is None: |
|
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log.warning("USER not found " + repr(ts["user"])) |
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ts_copy["user"] = None |
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ts_copy["user_id"] = None |
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else: |
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ts_copy["user"] = user |
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ts_copy["user_id"] = ts_copy["user"].id |
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ts_copy["original_json"] = jsontxt |
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tweet = Tweet(**ts_copy) |
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session.add(tweet) |
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session.flush() |
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|
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# get entities |
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for ind_type, entity_list in ts["entities"].items(): |
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for ind in entity_list: |
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process_entity(ind, ind_type, tweet, session) |