from nest_backend.app import app from nest_backend.database import * import tweepy as tw from datetime import datetime ext.init_app(app=app) def authenticate(): c_k = "GEhtSyP9e98mzFeiOCSW0lvQX" c_s = "438cmYrl5xqaX2W7I2Bf5A9nF1pN5VtM9f77WYQnAXg1BwKJ27" a_t = "1380217745732689921-8gCfr8Zx9YHKvo4OVP3HAr3kfMRkgz" a_t_s = "jGOlgTs1i1itGMxDxAqFEDnv7QAui772n9hGxeSIKcwzS" auth = tw.OAuthHandler(c_k, c_s) auth.set_access_token(a_t, a_t_s) api = tw.API(auth, wait_on_rate_limit=True) # client = tw.Client(b_t, c_k, c_s, a_t, a_t_s, wait_on_rate_limit=True); return api def search_repo_conditions(repository_id): api = authenticate() geocode = "44.3591600,11.7132000,20km" repo = Repository.query.filter_by(id=repository_id).first() if repo is None: print("Non esiste una repository con questo id") return False conditions = [use for use in repo.conditions] evaluation_mode = repo.evaluation_mode conditions_type = dict() # Dividing condition into condition types for condition in conditions: # print(condition.id) if condition.type not in conditions_type.keys(): conditions_type[condition.type] = [condition] else: conditions_type[condition.type].append(condition) queryString = "" queryConjunction = "OR" if (evaluation_mode == ConditionMode.all_or) else "" tweetsFound = [] for types in conditions_type.keys(): print(types, ":", conditions_type[types]) coordinates_string = "" if ConditionType.hashtag in conditions_type.keys(): for condition_content in conditions_type[ConditionType.hashtag]: queryString += ("#" + condition_content.content + " " + queryConjunction + " ") if ConditionType.coordinates in conditions_type.keys(): if evaluation_mode == ConditionMode.all_and: if len(conditions_type[ConditionType.coordinates]) == 1: coordinates_tweet = conditions_type[ConditionType.coordinates][0].split() coordinates_string = coordinates_tweet[2] + "," + coordinates_tweet[3] + "," + str(float(coordinates_tweet[1])/1000) + "km" else: return None elif evaluation_mode == ConditionMode.all_or: for condition_content in conditions_type[ConditionType.coordinates]: coordinates_tweet = condition_content.content.split() coordinates_string = coordinates_tweet[2] + "," + coordinates_tweet[3] + "," + str(float(coordinates_tweet[1])/1000) + "km" print(coordinates_string) for tweet in tw.Cursor(method=api.search, q="", geocode=coordinates_string).items(10): if not Tweet.query.filter_by(snowflake=str(tweet.id)).all(): tweetDB = Tweet(snowflake=tweet.id, content=tweet.text, location=tweet.geo['coordinates'] if tweet.geo is not None else None, place=tweet.place.full_name if tweet.place is not None else None, insert_time=str(datetime.now()), poster=tweet.author.screen_name) ext.session.add(tweetDB) ext.session.commit() if not Contains.query.filter_by(snowflake=str(tweet.id), cid=condition_content.id).all(): condition_associated = Contains(cid=condition_content.id, snowflake=tweet.id) ext.session.add(condition_associated) ext.session.commit() if not Composed.query.filter_by(snowflake=str(tweet.id), rid=repository_id).all(): composed = Composed(rid=repository_id, snowflake=tweet.id) ext.session.add(composed) ext.session.commit() if ConditionType.user in conditions_type.keys(): for condition_content in conditions_type[ConditionType.user]: queryString += ("from:" + condition_content.content + " " + queryConjunction + " ") if ConditionType.time in conditions_type.keys(): for condition_content in conditions_type[ConditionType.time]: if condition_content.content[0] == '<': queryString += ("until:" + condition_content.content[2:] + " " + queryConjunction + " ") elif condition_content.content[0] == '>': queryString += ("since:" + condition_content.content[2:] + " " + queryConjunction + " ") queryString = queryString[:-len(queryConjunction) - 1] print(queryString) if evaluation_mode == ConditionMode.all_or: if queryString != "": for tweet in tw.Cursor(method=api.search, q=queryString).items(10): tweetsFound.append(tweet) print(tweet.user.name + ' : ' + tweet.text + ' : ' + tweet.geo) elif evaluation_mode == ConditionMode.all_and: for tweet in tw.Cursor(method=api.search, q=queryString, geocode=coordinates_string).items(10): tweetsFound.append(tweet) print(tweet.user.name + ' : ' + tweet.text + ' : ' + str(tweet.geo)) for tweet in tweetsFound: if not Tweet.query.filter_by(snowflake=str(tweet.id)).all(): tweetDB = Tweet(snowflake=tweet.id, content=tweet.text, location=tweet.geo['coordinates'] if tweet.geo is not None else None, place=tweet.place.full_name if tweet.place is not None else None, insert_time=str(datetime.now()), poster=tweet.author.screen_name) ext.session.add(tweetDB) ext.session.commit() if evaluation_mode == ConditionMode.all_or: if ConditionType.hashtag in conditions_type.keys(): for condition_content in conditions_type[ConditionType.hashtag]: if condition_content.content in [hashtag['text'] for hashtag in tweet.entities['hashtags']]: condition_associated = Contains(cid=condition_content.id, snowflake=tweet.id) ext.session.add(condition_associated) ext.session.commit() if ConditionType.user in conditions_type.keys(): for condition_content in conditions_type[ConditionType.user]: if condition_content.content == tweet.author.screen_name: condition_associated = Contains(cid=condition_content.id, snowflake=tweet.id) ext.session.add(condition_associated) ext.session.commit() if ConditionType.time in conditions_type.keys(): for condition_content in conditions_type[ConditionType.time]: condition_date_time = datetime.fromisoformat(condition_content.content[2:]) if condition_content.content[0] == '<': if tweet.created_at < condition_date_time: condition_associated = Contains(cid=condition_content.id, snowflake=tweet.id) ext.session.add(condition_associated) ext.session.commit() elif condition_content.content[0] == '>': if tweet.created_at > condition_date_time: condition_associated = Contains(cid=condition_content.id, snowflake=tweet.id) ext.session.add(condition_associated) ext.session.commit() elif evaluation_mode == ConditionMode.all_and: for condition in conditions: if Contains.query.filter_by(snowflake=str(tweet.id), cid=condition.id).all(): condition_associated = Contains(cid=condition.id, snowflake=tweet.id) ext.session.add(condition_associated) ext.session.commit() if not Composed.query.filter_by(snowflake=str(tweet.id), rid=repository_id).all(): composed = Composed(rid=repository_id, snowflake=tweet.id) ext.session.add(composed) ext.session.commit() if __name__ == "__main__": search_repo_conditions(16) with app.app_context(): ext.create_all(app=app)