def recommendations():
data = request.args
try:
access_key = str(dict(data)['access_key'][0])
except:
return accessKeyRequired()
agent = Agent.query.filter_by(access_key=access_key).first()
if agent is None: return accessKeyRequired(not_in_db=True)
try:
agent_user_id = str(data['user_id'])
except:
return badRequest()
user = User.query.filter_by(agent_user_id=agent_user_id,
agent_id=agent.id).first()
if user is None: return badRequest(user=True)
user_movies = get_user_movies(user.id)
if not user_movies:
return 'User has no movies' #, Response(403) jsonify([])
if agent.agent_name == 'vkino':
user_tmdb_movies = []
for movie in user_movies:
tmdbid = Vkino.query.filter_by(vkino_id=movie).first().tmdb_fk_id
if tmdbid is None:
continue
else:
user_tmdb_movies.append(tmdbid)
if not user_tmdb_movies:
return jsonify(recommendations=[])
min_num_of_recs = 3
rs = Recommender(user_tmdb_movies, agent.agent_name + '_movies',
agent.agent_name + '_id', user.id)
rs.tmdb_input_info()
rs.form_characteristics()
result = rs.get_recommendations()
if not result:
return jsonify(recommendations=result)
agent_premiere_idx = [movie['pk_id'] for movie in result[:min_num_of_recs]]
if type(agent_premiere_idx) is list:
r = Recommendation(user.id, agent.id, datetime.now())
db.session.add(r)
db.session.commit()
for movie in agent_premiere_idx:
mr = MovieRecommendation(r.id, movie, datetime.now())
db.session.add(mr)
db.session.commit()
return jsonify(recommendations=agent_premiere_idx, recommendation_id=r.id)
def recommendations():
print('2')
# print(request.args)
data = request.args
try:
access_key = str(dict(data)['access_key'][0])
except:
return accessKeyRequired()
agent = Agent.query.filter_by(access_key=access_key).first()
if agent is None: return accessKeyRequired(not_in_db=True)
try:
agent_user_id = str(data['user_id'])
except:
return badRequest()
user = User.query.filter_by(agent_user_id=agent_user_id,
agent_id=agent.id).first()
if user is None: return badRequest(user=True)
user_movies = get_user_movies(user.id)
logger.info(user_movies)
print(user_movies)
if not user_movies:
return 'User has no movies' #, Response(403) jsonify([])
if not Recommendation.query.filter_by(user_id=user.id).all():
print('No recommendations before')
else:
print('Some movies were recommender before')
prev_rec_dates = []
for rec in Recommendation.query.filter_by(user_id=user.id).all():
prev_rec_dates.append(
(datetime.now() - rec.created_at).total_seconds() / 3600)
last_rec_date = min(prev_rec_dates)
print(last_rec_date)
if last_rec_date <= 24:
print('Latest recommendation was today. Return empty list')
return jsonify(recommendations=[])
if agent.agent_name == 'vkino':
user_tmdb_movies = []
for movie in user_movies:
tmdbid = Vkino.query.filter_by(vkino_id=movie).first().tmdb_fk_id
if tmdbid is None:
continue
else:
user_tmdb_movies.append(tmdbid)
if not user_tmdb_movies:
return jsonify(recommendations=[])
print(user_tmdb_movies)
min_num_of_recs = 3
rs = Recommender(user_tmdb_movies, agent.agent_name + '_movies',
agent.agent_name + '_id', user.id)
rs.tmdb_input_info()
rs.form_characteristics()
result = rs.get_recommendations()
#print(result[0])
if not result:
return jsonify(recommendations=result)
agent_premiere_idx = [movie['pk_id'] for movie in result[:min_num_of_recs]]
print(agent_premiere_idx)
if type(agent_premiere_idx) is list:
r = Recommendation(user.id, agent.id, datetime.now())
db.session.add(r)
db.session.commit()
for movie in agent_premiere_idx:
mr = MovieRecommendation(r.id, movie, datetime.now())
db.session.add(mr)
db.session.commit()
return jsonify(recommendations=agent_premiere_idx, recommendation_id=r.id)