def get_user(screen_name=None):
print(screen_name)
api = twitter_api()
twitter_user = api.get_user(screen_name)
statuses = api.user_timeline(screen_name,
tweet_mode="extended",
count=150,
exclude_replies=True,
include_rts=False)
print("STATUSES COUNT:", len(statuses))
#return jsonify({"user": user._json, "tweets": [s._json for s in statuses]})
# get existing user from the db or initialize a new one:
db_user = User.query.get(twitter_user.id) or User(id=twitter_user.id)
db_user.screen_name = twitter_user.screen_name
db_user.name = twitter_user.name
db_user.location = twitter_user.location
db_user.followers_count = twitter_user.followers_count
db.session.add(db_user)
db.session.commit()
#return "OK"
#breakpoint()
basilica_api = basilica_api_client()
all_tweet_texts = [status.full_text for status in statuses]
embeddings = list(
basilica_api.embed_sentences(all_tweet_texts, model="twitter"))
print("NUMBER OF EMBEDDINGS", len(embeddings))
# TODO: explore using the zip() function maybe...
counter = 0
for status in statuses:
print(status.full_text)
print("----")
#print(dir(status))
# get existing tweet from the db or initialize a new one:
db_tweet = Tweet.query.get(status.id) or Tweet(id=status.id)
db_tweet.user_id = status.author.id # or db_user.id
db_tweet.full_text = status.full_text
#embedding = basilica_client.embed_sentence(status.full_text, model="twitter") # todo: prefer to make a single request to basilica with all the tweet texts, instead of a request per tweet
embedding = embeddings[counter]
print(len(embedding))
db_tweet.embedding = embedding
db.session.add(db_tweet)
counter += 1
db.session.commit()
#breakpoint()
#return "OK"
return render_template("user.html", user=db_user,
tweets=statuses) # tweets=db_tweets
def fetch_user(screen_name=None):
print(screen_name)
api = twitter_api()
twitter_user = api.get_user(screen_name)
# Get user from database if exists, if not initialaize new one:
db_user = User.query.get(twitter_user.id) or User(id=twitter_user.id)
db_user.screen_name = twitter_user.screen_name
db_user.name = twitter_user.name
db_user.location = twitter_user.location
db_user.followers_count = twitter_user.followers_count
# store user in a database:
db.session.add(db_user)
db.session.commit()
# Get tweets:
basilica_api = basilica_api_client()
tweets = api.user_timeline(screen_name, tweet_mode="extended", count=150)
# exclude_replies=True, include_rts=False)
all_tweet_texts = [status.full_text for status in tweets]
embeddings = list(
basilica_api.embed_sentences(all_tweet_texts, model="twitter"))
print("Number Of Embeddings", len(embeddings))
for index, status in enumerate(tweets):
print(index)
print(status.full_text)
print("----")
embedding = embeddings[index]
# get existing tweet from the db or initialize a new one:
db_tweet = Tweet.query.get(status.id) or Tweet(id=status.id)
db_tweet.user_id = status.author.id # or db_user.id
db_tweet.full_text = status.full_text
# embedding = embeddings[counter]
print(len(embeddings))
db_tweet.embedding = embedding
db.session.add(db_tweet)
db.session.commit()
return "OK"
def get_user(screen_name=None):
print(screen_name)
api = twitter_api()
user = api.get_user(screen_name)
statuses = api.user_timeline(screen_name, tweet_mode="extended", count=150, exclude_replies=True, include_rts=False)
db_user = User.query.get(user.id) or User(id=user.id)
db_user.screen_name = user.screen_name
db_user.name = user.name
db_user.location = user.location
db_user.followers_count = user.followers_count
db.session.add(db_user)
db.session.commit()
# get existing user from the db or initilaize a new one:
return jsonify({"user": user._json, "tweets": [s._json for s in statuses]})
def fetch_user_data(screen_name=None):
print(screen_name)
api = twitter_api()
twitter_user = api.get_user(screen_name)
statuses = api.user_timeline(screen_name, tweet_mode="extended", count=150)
print("STATUSES COUNT:", len(statuses))
# store users in the database
db_user = User.query.get(twitter_user.id) or User(id=twitter_user.id)
db_user.screen_name = twitter_user.screen_name
db_user.name = twitter_user.name
db_user.location = twitter_user.location
db_user.followers_count = twitter_user.followers_count
db.session.add(db_user)
db.session.commit()
# store tweets in the database
all_tweet_texts = [status.full_text for status in statuses]
embeddings = list(
basilica_connection.embed_sentences(all_tweet_texts, model="twitter"))
print("NUMBER OF EMBEDDINGS:", len(embeddings))
counter = 0
for status in statuses:
print(status.full_text)
print('----')
db_tweet = Tweet.query.get(status.id) or Tweet(id=status.id)
db_tweet.user_id = status.author.id
db_tweet.full_text = status.full_text
embedding = embeddings[counter]
print(len(embedding))
db_tweet.embedding = embedding
db.session.add(db_tweet)
counter += 1
db.session.commit()
return "OK"
def fetch_user_data(screen_name=None):
print(screen_name)
# get our user data for whichever twitter user
api = twitter_api()
twitter_user = api.get_user(screen_name)
statuses = api.user_timeline(screen_name,
tweet_mode="extended",
count=150,
exclude_replies=True,
include_rts=False)
#
# STORE USER
#
# get existing user from the db
# or initialize a new one if the query returns None
db_user = User.query.get(twitter_user.id) or User(id=twitter_user.id)
# assign column values to the twitter information
db_user.screen_name = twitter_user.screen_name
db_user.name = twitter_user.name
db_user.location = twitter_user.location
db_user.followers_count = twitter_user.followers_count
# add user to database
db.session.add(db_user)
db.session.commit()
#breakpoint()
#return "OK"
#return render_template("user.html", user=db_user, tweets=statuses) # tweets=db_tweets
#
# STORE TWEETS
#
# initialize basilica api
basilica_api = basilica_api_client()
# create list of tweet texts
all_tweet_texts = [status.full_text for status in statuses]
# pass tweets to api so it can embed the sentences using the twitter model
embeddings = list(
basilica_api.embed_sentences(all_tweet_texts, model="twitter"))
print("NUMBER OF EMBEDDINGS", len(embeddings))
# TODO: explore using the zip() function maybe...
counter = 0
for status in statuses:
print(status.full_text)
print("----")
# get existing tweet from the db or initialize a new one:
db_tweet = Tweet.query.get(status.id) or Tweet(id=status.id)
db_tweet.user_id = status.author.id # or db_user.id
db_tweet.full_text = status.full_text
#embedding = basilica_client.embed_sentence(status.full_text, model="twitter") # todo: prefer to make a single request to basilica with all the tweet texts, instead of a request per tweet
embedding = embeddings[counter]
print(len(embedding))
db_tweet.embedding = embedding
db.session.add(db_tweet)
counter += 1
db.session.commit()
#breakpoint()
return "OK"
