def fetch_user_data(screen_name=None):
print(screen_name)
api = api_client()
twitter_user = api.get_user(screen_name)
statuses = api.user_timeline(screen_name,
tweet_mode="extended",
count=300,
exclude_replies=False,
include_rts=True)
print("STATUSES COUNT:", len(statuses))
#new_book = Book(title=request.form["book_title"], author_id=request.form["author_name"])
#db.session.add(new_book)
#db.session.commit()
#
# STORE USER
#
# 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()
#breakpoint()
#
# STORE TWEETS
#
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))
# 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_connection.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()
return "OK"
def create_user():
print("FORM DATA:", dict(request.form))
# todo: store in database
print(request.form["screen_name"])
api = api_client()
twitter_user = api.get_user(request.form["screen_name"])
statuses = api.user_timeline(
request.form["screen_name"], tweet_mode="extended",
count=150) #, exclude_replies=True, include_rts=False)
print("STATUSES COUNT:", len(statuses))
# STORE USER
# 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) #if not in DB add to db.
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()
#breakpoint()
# STORE TWEETS
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))
# 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()
return redirect(f"/user_list")
def store_twitter_user_data(screen_name):
api = api_client()
twitter_user = api.get_user(screen_name)
#statuses = api.user_timeline(screen_name, tweet_mode="extended", count=150, exclude_replies=True, include_rts=False)
statuses = api.user_timeline(screen_name, tweet_mode="extended", count=150)
#return jsonify({"user": user._json, "tweets": [s._json for s in statuses]})
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()
print("STATUS COUNT:", len(statuses))
# basilica_api = basilica_client()
all_tweet_texts = [status.full_text for status in statuses]
embeddings = list(
basilica_client.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))
# Find or create database tweet:
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()
return db_user, statuses