python-scripts/scripts/Movie_Recommendation_API/mood_to_movie_recommender.py

72 lines
2.0 KiB
Python
Raw Normal View History

from bs4 import BeautifulSoup as SOUP
from fastapi.middleware.cors import CORSMiddleware
from fastapi import FastAPI
import requests as HTTP
import json
import re
app = FastAPI()
app.add_middleware(
CORSMiddleware,
allow_origins=["*"],
allow_credentials=False,
allow_methods=["*"],
allow_headers=["*"],
)
@app.get("/")
async def root():
return {"message": "Hello World"}
@app.get("/movies/")
async def read_item(emotion: str):
urlhere=""
if(emotion == "Sad"):
urlhere = 'http://www.imdb.com/search/title?genres=drama&title_type=feature&sort=moviemeter, asc'
elif(emotion == "Disgust"):
urlhere = 'http://www.imdb.com/search/title?genres=musical&title_type=feature&sort=moviemeter, asc'
elif(emotion == "Anger"):
urlhere = 'http://www.imdb.com/search/title?genres=family&title_type=feature&sort=moviemeter, asc'
elif(emotion == "Anticipation"):
urlhere = 'http://www.imdb.com/search/title?genres=thriller&title_type=feature&sort=moviemeter, asc'
elif(emotion == "Fear"):
urlhere = 'http://www.imdb.com/search/title?genres=sport&title_type=feature&sort=moviemeter, asc'
elif(emotion == "Enjoyment"):
urlhere = 'http://www.imdb.com/search/title?genres=thriller&title_type=feature&sort=moviemeter, asc'
elif(emotion == "Trust"):
urlhere = 'http://www.imdb.com/search/title?genres=western&title_type=feature&sort=moviemeter, asc'
elif(emotion == "Surprise"):
urlhere = 'http://www.imdb.com/search/title?genres=film_noir&title_type=feature&sort=moviemeter, asc'
response = HTTP.get(urlhere)
data = response.text
soup = SOUP(data, "lxml")
movie_title = soup.find_all("a", attrs = {"href" : re.compile(r'\/title\/tt+\d*\/')})
movie = []
title = []
for i in movie_title:
tmp = str(i).split('>')
if(len(tmp) == 3):
title.append(tmp[1][:-3])
for i in title[:4]:
movie_url = f"https://www.omdbapi.com/?apikey=5677e549&t={i}&plot=full"
response = HTTP.get(movie_url)
movie_data = response.text
movie.append(json.loads(movie_data))
return movie